warning: commands will be executed using /bin/sh
job 747 at Sun Sep  1 02:35:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	12
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3469879 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1156626 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 60760 members 
Mstep: Class 3 contains 60786 members 
Mstep: Class 4 contains 60368 members 
Mstep: Class 5 contains 60889 members 
Mstep: Class 6 contains 60772 members 
Mstep: Class 7 contains 61127 members 
Mstep: Class 8 contains 60717 members 
Mstep: Class 9 contains 60855 members 
Mstep: Class 10 contains 60816 members 
Mstep: Class 11 contains 61194 members 
Mstep: Class 12 contains 60904 members 
Mstep: Class 13 contains 60989 members 
Mstep: Class 14 contains 60579 members 
Mstep: Class 15 contains 60697 members 
Mstep: Class 16 contains 61460 members 
Mstep: Class 17 contains 60708 members 
Mstep: Class 18 contains 60927 members 
Mstep: Class 19 contains 60888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1706.514648 but Gain 2268.664062
Score: -132469824.000000 Penalty: 40835.976562
Iteration 0F: 19 clusters Score -1.324698e+08 nChanged 1095926
Entering Unmasked Mstep 
Mstep: Class 0 contains 2459 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 3 contains 4202 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 35819 members 
Mstep: Class 7 contains 26869 members 
Mstep: Class 8 contains 518975 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 11032 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 22596 members 
Mstep: Class 13 contains 30363 members 
Mstep: Class 14 contains 4486 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 141654 members 
Mstep: Class 17 contains 258295 members 
Mstep: Class 18 contains 27196 members 
Mstep: Class 19 contains 5343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139411168.000000 Penalty: 40835.976562
Iteration 1F: 19 clusters Score -1.394112e+08 nChanged 429467
Entering Unmasked Mstep 
Mstep: Class 0 contains 2038 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 47950 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 33794 members 
Mstep: Class 7 contains 28453 members 
Mstep: Class 8 contains 335306 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 27816 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 27187 members 
Mstep: Class 13 contains 25111 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 262090 members 
Mstep: Class 17 contains 306148 members 
Mstep: Class 18 contains 34261 members 
Mstep: Class 19 contains 5063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139997376.000000 Penalty: 40835.976562
Iteration 2F: 19 clusters Score -1.399974e+08 nChanged 310731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1677 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 3 contains 530 members 
Mstep: Class 4 contains 56788 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 40941 members 
Mstep: Class 7 contains 39162 members 
Mstep: Class 8 contains 298060 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 46635 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 37645 members 
Mstep: Class 13 contains 26705 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 7610 members 
Mstep: Class 16 contains 326582 members 
Mstep: Class 17 contains 209686 members 
Mstep: Class 18 contains 48167 members 
Mstep: Class 19 contains 6456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140436784.000000 Penalty: 40835.976562
Iteration 3F: 19 clusters Score -1.404368e+08 nChanged 279162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 70889 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 49602 members 
Mstep: Class 7 contains 52428 members 
Mstep: Class 8 contains 270281 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 60765 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 12 contains 40500 members 
Mstep: Class 13 contains 31381 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 6775 members 
Mstep: Class 16 contains 233548 members 
Mstep: Class 17 contains 265403 members 
Mstep: Class 18 contains 56014 members 
Mstep: Class 19 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140716352.000000 Penalty: 40835.976562
Iteration 4F: 19 clusters Score -1.407164e+08 nChanged 205933
Entering Unmasked Mstep 
Mstep: Class 0 contains 1066 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 3 contains 914 members 
Mstep: Class 4 contains 84413 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 65638 members 
Mstep: Class 7 contains 76507 members 
Mstep: Class 8 contains 234634 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 65992 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 43694 members 
Mstep: Class 13 contains 35861 members 
Mstep: Class 14 contains 6572 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 253832 members 
Mstep: Class 17 contains 204413 members 
Mstep: Class 18 contains 64415 members 
Mstep: Class 19 contains 6725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140988736.000000 Penalty: 40835.976562
Iteration 5F: 19 clusters Score -1.409887e+08 nChanged 176290
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 97626 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 80030 members 
Mstep: Class 7 contains 96313 members 
Mstep: Class 8 contains 228423 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 67381 members 
Mstep: Class 11 contains 1466 members 
Mstep: Class 12 contains 43320 members 
Mstep: Class 13 contains 39224 members 
Mstep: Class 14 contains 8719 members 
Mstep: Class 15 contains 5580 members 
Mstep: Class 16 contains 202925 members 
Mstep: Class 17 contains 205650 members 
Mstep: Class 18 contains 66869 members 
Mstep: Class 19 contains 6798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141141360.000000 Penalty: 40835.976562
Iteration 6F: 19 clusters Score -1.411414e+08 nChanged 141585
Entering Unmasked Mstep 
Mstep: Class 0 contains 768 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 113004 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 96689 members 
Mstep: Class 7 contains 114679 members 
Mstep: Class 8 contains 202371 members 
Mstep: Class 9 contains 1021 members 
Mstep: Class 10 contains 64395 members 
Mstep: Class 11 contains 1367 members 
Mstep: Class 12 contains 43456 members 
Mstep: Class 13 contains 40253 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 190814 members 
Mstep: Class 17 contains 191169 members 
Mstep: Class 18 contains 68857 members 
Mstep: Class 19 contains 7165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141235888.000000 Penalty: 40835.976562
Iteration 7F: 19 clusters Score -1.412359e+08 nChanged 127423
Entering Unmasked Mstep 
Mstep: Class 0 contains 705 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 131213 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 117238 members 
Mstep: Class 7 contains 126657 members 
Mstep: Class 8 contains 180168 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 60474 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 12 contains 43980 members 
Mstep: Class 13 contains 40890 members 
Mstep: Class 14 contains 13066 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 172198 members 
Mstep: Class 17 contains 180727 members 
Mstep: Class 18 contains 70185 members 
Mstep: Class 19 contains 7479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141324768.000000 Penalty: 40835.976562
Iteration 8F: 19 clusters Score -1.413248e+08 nChanged 113472
Entering Unmasked Mstep 
Mstep: Class 0 contains 642 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 150099 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 141621 members 
Mstep: Class 7 contains 132148 members 
Mstep: Class 8 contains 157605 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 56473 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 44690 members 
Mstep: Class 13 contains 40631 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 156162 members 
Mstep: Class 17 contains 171338 members 
Mstep: Class 18 contains 71207 members 
Mstep: Class 19 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141393488.000000 Penalty: 40835.976562
Iteration 9F: 19 clusters Score -1.413935e+08 nChanged 100982
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 162999 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 168186 members 
Mstep: Class 7 contains 133932 members 
Mstep: Class 8 contains 138593 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 53524 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 45512 members 
Mstep: Class 13 contains 39602 members 
Mstep: Class 14 contains 16413 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 16 contains 142869 members 
Mstep: Class 17 contains 162921 members 
Mstep: Class 18 contains 72354 members 
Mstep: Class 19 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141431472.000000 Penalty: 40835.976562
Iteration 10F: 19 clusters Score -1.414315e+08 nChanged 85234
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 3 contains 1487 members 
Mstep: Class 4 contains 169152 members 
Mstep: Class 5 contains 1488 members 
Mstep: Class 6 contains 191109 members 
Mstep: Class 7 contains 133799 members 
Mstep: Class 8 contains 126314 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 51612 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 46364 members 
Mstep: Class 13 contains 38383 members 
Mstep: Class 14 contains 17656 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 133346 members 
Mstep: Class 17 contains 155469 members 
Mstep: Class 18 contains 73655 members 
Mstep: Class 19 contains 8327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141442064.000000 Penalty: 40835.976562
Iteration 11F: 19 clusters Score -1.414421e+08 nChanged 67599
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 172180 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 201901 members 
Mstep: Class 7 contains 132907 members 
Mstep: Class 8 contains 121464 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 50500 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 47293 members 
Mstep: Class 13 contains 37257 members 
Mstep: Class 14 contains 18654 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 128604 members 
Mstep: Class 17 contains 151251 members 
Mstep: Class 18 contains 74762 members 
Mstep: Class 19 contains 8551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141444272.000000 Penalty: 40835.976562
Iteration 12F: 19 clusters Score -1.414443e+08 nChanged 51678
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 174225 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 201232 members 
Mstep: Class 7 contains 131854 members 
Mstep: Class 8 contains 121870 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 49959 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 48209 members 
Mstep: Class 13 contains 36337 members 
Mstep: Class 14 contains 19367 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 127642 members 
Mstep: Class 17 contains 150267 members 
Mstep: Class 18 contains 75665 members 
Mstep: Class 19 contains 8774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141450992.000000 Penalty: 40835.976562
Iteration 13Q: 19 clusters Score -1.41451e+08 nChanged 39351
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 174859 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 196791 members 
Mstep: Class 7 contains 130872 members 
Mstep: Class 8 contains 123729 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 49749 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 49113 members 
Mstep: Class 13 contains 35633 members 
Mstep: Class 14 contains 19868 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 128287 members 
Mstep: Class 17 contains 151060 members 
Mstep: Class 18 contains 76524 members 
Mstep: Class 19 contains 8948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141460848.000000 Penalty: 40835.976562
Iteration 14Q: 19 clusters Score -1.414608e+08 nChanged 31574
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 174333 members 
Mstep: Class 5 contains 1265 members 
Mstep: Class 6 contains 192005 members 
Mstep: Class 7 contains 129891 members 
Mstep: Class 8 contains 125806 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 49673 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 49968 members 
Mstep: Class 13 contains 35089 members 
Mstep: Class 14 contains 20273 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 129239 members 
Mstep: Class 17 contains 152805 members 
Mstep: Class 18 contains 77254 members 
Mstep: Class 19 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141468448.000000 Penalty: 40835.976562
Iteration 15Q: 19 clusters Score -1.414684e+08 nChanged 26825
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 173362 members 
Mstep: Class 5 contains 1255 members 
Mstep: Class 6 contains 188047 members 
Mstep: Class 7 contains 129000 members 
Mstep: Class 8 contains 126930 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 49600 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 50835 members 
Mstep: Class 13 contains 34762 members 
Mstep: Class 14 contains 20605 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 129925 members 
Mstep: Class 17 contains 155123 members 
Mstep: Class 18 contains 77993 members 
Mstep: Class 19 contains 9245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141474976.000000 Penalty: 40835.976562
Iteration 16Q: 19 clusters Score -1.41475e+08 nChanged 24092
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 172099 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 184728 members 
Mstep: Class 7 contains 128180 members 
Mstep: Class 8 contains 127371 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 49445 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 51795 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 20920 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 130527 members 
Mstep: Class 17 contains 157705 members 
Mstep: Class 18 contains 78818 members 
Mstep: Class 19 contains 9381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141479408.000000 Penalty: 40835.976562
Iteration 17Q: 19 clusters Score -1.414794e+08 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 170482 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 181779 members 
Mstep: Class 7 contains 127326 members 
Mstep: Class 8 contains 127620 members 
Mstep: Class 9 contains 942 members 
Mstep: Class 10 contains 49269 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 52839 members 
Mstep: Class 13 contains 34206 members 
Mstep: Class 14 contains 21211 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 131193 members 
Mstep: Class 17 contains 160395 members 
Mstep: Class 18 contains 79606 members 
Mstep: Class 19 contains 9507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141482912.000000 Penalty: 40835.976562
Iteration 18Q: 19 clusters Score -1.414829e+08 nChanged 19723
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 168932 members 
Mstep: Class 5 contains 1242 members 
Mstep: Class 6 contains 179083 members 
Mstep: Class 7 contains 126607 members 
Mstep: Class 8 contains 127563 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 49077 members 
Mstep: Class 11 contains 1028 members 
Mstep: Class 12 contains 53907 members 
Mstep: Class 13 contains 34019 members 
Mstep: Class 14 contains 21452 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 131708 members 
Mstep: Class 17 contains 162992 members 
Mstep: Class 18 contains 80469 members 
Mstep: Class 19 contains 9625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141487456.000000 Penalty: 40835.976562
Iteration 19Q: 19 clusters Score -1.414875e+08 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 167405 members 
Mstep: Class 5 contains 1242 members 
Mstep: Class 6 contains 176631 members 
Mstep: Class 7 contains 125914 members 
Mstep: Class 8 contains 127602 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 48810 members 
Mstep: Class 11 contains 1028 members 
Mstep: Class 12 contains 55054 members 
Mstep: Class 13 contains 33844 members 
Mstep: Class 14 contains 21687 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 132011 members 
Mstep: Class 17 contains 165499 members 
Mstep: Class 18 contains 81213 members 
Mstep: Class 19 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141492416.000000 Penalty: 40835.976562
Iteration 20F: 19 clusters Score -1.414924e+08 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 165893 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 174532 members 
Mstep: Class 7 contains 125299 members 
Mstep: Class 8 contains 127607 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 48554 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 56137 members 
Mstep: Class 13 contains 33726 members 
Mstep: Class 14 contains 21896 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 132174 members 
Mstep: Class 17 contains 167803 members 
Mstep: Class 18 contains 81938 members 
Mstep: Class 19 contains 9825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141497296.000000 Penalty: 40835.976562
Iteration 21Q: 19 clusters Score -1.414973e+08 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 482 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 164614 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 172554 members 
Mstep: Class 7 contains 124760 members 
Mstep: Class 8 contains 127367 members 
Mstep: Class 9 contains 843 members 
Mstep: Class 10 contains 48285 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 57314 members 
Mstep: Class 13 contains 33630 members 
Mstep: Class 14 contains 22071 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 132367 members 
Mstep: Class 17 contains 169897 members 
Mstep: Class 18 contains 82599 members 
Mstep: Class 19 contains 9905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141499968.000000 Penalty: 40835.976562
Iteration 22Q: 19 clusters Score -1.415e+08 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 163423 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 170781 members 
Mstep: Class 7 contains 124298 members 
Mstep: Class 8 contains 127225 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 48040 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 58310 members 
Mstep: Class 13 contains 33546 members 
Mstep: Class 14 contains 22275 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 132555 members 
Mstep: Class 17 contains 171705 members 
Mstep: Class 18 contains 83231 members 
Mstep: Class 19 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141502032.000000 Penalty: 40835.976562
Iteration 23Q: 19 clusters Score -1.41502e+08 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 162446 members 
Mstep: Class 5 contains 1271 members 
Mstep: Class 6 contains 169099 members 
Mstep: Class 7 contains 123818 members 
Mstep: Class 8 contains 127282 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 47794 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 59315 members 
Mstep: Class 13 contains 33475 members 
Mstep: Class 14 contains 22458 members 
Mstep: Class 15 contains 3828 members 
Mstep: Class 16 contains 132702 members 
Mstep: Class 17 contains 173128 members 
Mstep: Class 18 contains 83817 members 
Mstep: Class 19 contains 10043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141502656.000000 Penalty: 40835.976562
Iteration 24Q: 19 clusters Score -1.415027e+08 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 161490 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 167679 members 
Mstep: Class 7 contains 123458 members 
Mstep: Class 8 contains 127356 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 47555 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 60255 members 
Mstep: Class 13 contains 33381 members 
Mstep: Class 14 contains 22622 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 132793 members 
Mstep: Class 17 contains 174420 members 
Mstep: Class 18 contains 84274 members 
Mstep: Class 19 contains 10093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141503744.000000 Penalty: 40835.976562
Iteration 25Q: 19 clusters Score -1.415037e+08 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 3 contains 2210 members 
Mstep: Class 4 contains 160612 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 6 contains 166411 members 
Mstep: Class 7 contains 123161 members 
Mstep: Class 8 contains 127523 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 47359 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 61120 members 
Mstep: Class 13 contains 33322 members 
Mstep: Class 14 contains 22745 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 16 contains 132783 members 
Mstep: Class 17 contains 175455 members 
Mstep: Class 18 contains 84718 members 
Mstep: Class 19 contains 10157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141504416.000000 Penalty: 40835.976562
Iteration 26Q: 19 clusters Score -1.415044e+08 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 3 contains 2231 members 
Mstep: Class 4 contains 159739 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 165250 members 
Mstep: Class 7 contains 122975 members 
Mstep: Class 8 contains 127667 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 47195 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 61946 members 
Mstep: Class 13 contains 33290 members 
Mstep: Class 14 contains 22819 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 132876 members 
Mstep: Class 17 contains 176296 members 
Mstep: Class 18 contains 85078 members 
Mstep: Class 19 contains 10209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141505840.000000 Penalty: 40835.976562
Iteration 27Q: 19 clusters Score -1.415058e+08 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 158833 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 164125 members 
Mstep: Class 7 contains 122859 members 
Mstep: Class 8 contains 127807 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 47094 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 62763 members 
Mstep: Class 13 contains 33277 members 
Mstep: Class 14 contains 22876 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 133048 members 
Mstep: Class 17 contains 176996 members 
Mstep: Class 18 contains 85353 members 
Mstep: Class 19 contains 10274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141507072.000000 Penalty: 40835.976562
Iteration 28Q: 19 clusters Score -1.415071e+08 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 158069 members 
Mstep: Class 5 contains 1236 members 
Mstep: Class 6 contains 163119 members 
Mstep: Class 7 contains 122731 members 
Mstep: Class 8 contains 127967 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 47026 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 63579 members 
Mstep: Class 13 contains 33227 members 
Mstep: Class 14 contains 22909 members 
Mstep: Class 15 contains 4022 members 
Mstep: Class 16 contains 133231 members 
Mstep: Class 17 contains 177459 members 
Mstep: Class 18 contains 85596 members 
Mstep: Class 19 contains 10347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141507392.000000 Penalty: 40835.976562
Iteration 29Q: 19 clusters Score -1.415074e+08 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 157308 members 
Mstep: Class 5 contains 1236 members 
Mstep: Class 6 contains 162029 members 
Mstep: Class 7 contains 122610 members 
Mstep: Class 8 contains 128180 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 46988 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 64427 members 
Mstep: Class 13 contains 33182 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 133474 members 
Mstep: Class 17 contains 177851 members 
Mstep: Class 18 contains 85777 members 
Mstep: Class 19 contains 10441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141508176.000000 Penalty: 40835.976562
Iteration 30Q: 19 clusters Score -1.415082e+08 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 156680 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 160887 members 
Mstep: Class 7 contains 122489 members 
Mstep: Class 8 contains 128393 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 46992 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 65265 members 
Mstep: Class 13 contains 33176 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 133728 members 
Mstep: Class 17 contains 178177 members 
Mstep: Class 18 contains 85860 members 
Mstep: Class 19 contains 10540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141508416.000000 Penalty: 40835.976562
Iteration 31Q: 19 clusters Score -1.415084e+08 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 156093 members 
Mstep: Class 5 contains 1227 members 
Mstep: Class 6 contains 159582 members 
Mstep: Class 7 contains 122360 members 
Mstep: Class 8 contains 128723 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 47086 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 66159 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 22893 members 
Mstep: Class 15 contains 4286 members 
Mstep: Class 16 contains 134001 members 
Mstep: Class 17 contains 178481 members 
Mstep: Class 18 contains 85840 members 
Mstep: Class 19 contains 10634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141508864.000000 Penalty: 40835.976562
Iteration 32Q: 19 clusters Score -1.415089e+08 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 155566 members 
Mstep: Class 5 contains 1224 members 
Mstep: Class 6 contains 158166 members 
Mstep: Class 7 contains 122318 members 
Mstep: Class 8 contains 129065 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 47234 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 67047 members 
Mstep: Class 13 contains 33155 members 
Mstep: Class 14 contains 22893 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 134331 members 
Mstep: Class 17 contains 178697 members 
Mstep: Class 18 contains 85737 members 
Mstep: Class 19 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141509904.000000 Penalty: 40835.976562
Iteration 33Q: 19 clusters Score -1.415099e+08 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 155054 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 156795 members 
Mstep: Class 7 contains 122345 members 
Mstep: Class 8 contains 129293 members 
Mstep: Class 9 contains 754 members 
Mstep: Class 10 contains 47433 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 67935 members 
Mstep: Class 13 contains 33142 members 
Mstep: Class 14 contains 22885 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 134673 members 
Mstep: Class 17 contains 178919 members 
Mstep: Class 18 contains 85602 members 
Mstep: Class 19 contains 10832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141510784.000000 Penalty: 40835.976562
Iteration 34Q: 19 clusters Score -1.415108e+08 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 154647 members 
Mstep: Class 5 contains 1216 members 
Mstep: Class 6 contains 155396 members 
Mstep: Class 7 contains 122315 members 
Mstep: Class 8 contains 129697 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 47648 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 68830 members 
Mstep: Class 13 contains 33117 members 
Mstep: Class 14 contains 22893 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 134984 members 
Mstep: Class 17 contains 179036 members 
Mstep: Class 18 contains 85379 members 
Mstep: Class 19 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141512048.000000 Penalty: 40835.976562
Iteration 35Q: 19 clusters Score -1.41512e+08 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 154419 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 6 contains 153933 members 
Mstep: Class 7 contains 122302 members 
Mstep: Class 8 contains 129901 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 47949 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 69781 members 
Mstep: Class 13 contains 33127 members 
Mstep: Class 14 contains 22902 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 135359 members 
Mstep: Class 17 contains 179109 members 
Mstep: Class 18 contains 85088 members 
Mstep: Class 19 contains 10964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141512416.000000 Penalty: 40835.976562
Iteration 36Q: 19 clusters Score -1.415124e+08 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 154059 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 6 contains 152470 members 
Mstep: Class 7 contains 122257 members 
Mstep: Class 8 contains 130217 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 48319 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 70729 members 
Mstep: Class 13 contains 33156 members 
Mstep: Class 14 contains 22886 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 135812 members 
Mstep: Class 17 contains 179177 members 
Mstep: Class 18 contains 84699 members 
Mstep: Class 19 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141513376.000000 Penalty: 40835.976562
Iteration 37Q: 19 clusters Score -1.415134e+08 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 153726 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 6 contains 150863 members 
Mstep: Class 7 contains 122233 members 
Mstep: Class 8 contains 130600 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 48706 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 71734 members 
Mstep: Class 13 contains 33201 members 
Mstep: Class 14 contains 22865 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 136299 members 
Mstep: Class 17 contains 179236 members 
Mstep: Class 18 contains 84241 members 
Mstep: Class 19 contains 11094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141514032.000000 Penalty: 40835.976562
Iteration 38Q: 19 clusters Score -1.41514e+08 nChanged 9995
Entering ConstructFrom: 
Score: -141514032.000000 Penalty: 40835.976562
Entering ConstructFrom: 
Trying to split cluster 1 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -148664.093750 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -148664.1 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 762 members 
Entering Unmasked Estep 
Score: -147043.281250 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -147043.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -148355.750000 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -148355.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -149165.968750 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -149166 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -149551.421875 Penalty: 2379.601074
	Iteration 3F: 3 clusters Score -149551.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -149712.796875 Penalty: 2379.601074
	Iteration 4F: 3 clusters Score -149712.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -149752.671875 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -149752.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -149806.921875 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -149806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -149815.718750 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -149815.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149820.656250 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -149820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149830.109375 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -149830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149831.765625 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -149831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149832.203125 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -149832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149832.890625 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -149832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149832.890625 Penalty: 2379.601074
	Iteration 13F: 3 clusters Score -149832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 149141 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 131042 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 49135 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Entering Unmasked Estep 
Score: -141514944.000000 Penalty: 43104.640625
Splitting cluster 1 changes total score from -141514032.000000 to -141514944.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -254622.453125 Penalty: 1260.729248
	Iteration 0F: 2 clusters Score -254622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252393.156250 Penalty: 2521.458496
	Iteration 0F: 3 clusters Score -252393.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -253468.437500 Penalty: 2521.458496
	Iteration 1F: 3 clusters Score -253468.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -254227.984375 Penalty: 2521.458496
	Iteration 2F: 3 clusters Score -254228 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254865.859375 Penalty: 2521.458496
	Iteration 3F: 3 clusters Score -254865.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255119.500000 Penalty: 2521.458496
	Iteration 4F: 3 clusters Score -255119.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -255266.421875 Penalty: 2521.458496
	Iteration 5Q: 3 clusters Score -255266.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -255389.625000 Penalty: 2521.458496
	Iteration 6Q: 3 clusters Score -255389.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -255482.468750 Penalty: 2521.458496
	Iteration 7Q: 3 clusters Score -255482.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -255568.328125 Penalty: 2521.458496
	Iteration 8Q: 3 clusters Score -255568.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -255648.203125 Penalty: 2521.458496
	Iteration 9Q: 3 clusters Score -255648.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -255676.875000 Penalty: 2521.458496
	Iteration 10Q: 3 clusters Score -255676.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -255700.546875 Penalty: 2521.458496
	Iteration 11Q: 3 clusters Score -255700.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -255721.937500 Penalty: 2521.458496
	Iteration 12Q: 3 clusters Score -255721.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -255738.171875 Penalty: 2521.458496
	Iteration 13Q: 3 clusters Score -255738.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -255749.562500 Penalty: 2521.458496
	Iteration 14Q: 3 clusters Score -255749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -255761.109375 Penalty: 2521.458496
	Iteration 15Q: 3 clusters Score -255761.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -255772.531250 Penalty: 2521.458496
	Iteration 16Q: 3 clusters Score -255772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -255776.421875 Penalty: 2521.458496
	Iteration 17Q: 3 clusters Score -255776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -255781.000000 Penalty: 2521.458496
	Iteration 18Q: 3 clusters Score -255781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -255783.703125 Penalty: 2521.458496
	Iteration 19Q: 3 clusters Score -255783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -255784.328125 Penalty: 2521.458496
	Iteration 20F: 3 clusters Score -255784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -255785.125000 Penalty: 2521.458496
	Iteration 21Q: 3 clusters Score -255785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -255785.453125 Penalty: 2521.458496
	Iteration 22Q: 3 clusters Score -255785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -255785.453125 Penalty: 2521.458496
	Iteration 23F: 3 clusters Score -255785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 149141 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 131042 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 49135 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Entering Unmasked Estep 
Score: -141515328.000000 Penalty: 45373.308594
Splitting cluster 3 changes total score from -141514032.000000 to -141515328.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (153481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Entering Unmasked Estep 
Score: -19273622.000000 Penalty: 1940.466431
	Iteration 0F: 2 clusters Score -1.927362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -19194964.000000 Penalty: 3880.932861
	Iteration 0F: 3 clusters Score -1.919496e+07 nChanged 74175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -19240438.000000 Penalty: 3880.932861
	Iteration 1F: 3 clusters Score -1.924044e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -19244136.000000 Penalty: 3880.932861
	Iteration 2Q: 3 clusters Score -1.924414e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -19249964.000000 Penalty: 3880.932861
	Iteration 3F: 3 clusters Score -1.924996e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -19258912.000000 Penalty: 3880.932861
	Iteration 4F: 3 clusters Score -1.925891e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -19268768.000000 Penalty: 3880.932861
	Iteration 5F: 3 clusters Score -1.926877e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -19276156.000000 Penalty: 3880.932861
	Iteration 6F: 3 clusters Score -1.927616e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -19281214.000000 Penalty: 3880.932861
	Iteration 7F: 3 clusters Score -1.928121e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -19283968.000000 Penalty: 3880.932861
	Iteration 8Q: 3 clusters Score -1.928397e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -19285764.000000 Penalty: 3880.932861
	Iteration 9Q: 3 clusters Score -1.928576e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111168 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -19286682.000000 Penalty: 3880.932861
	Iteration 10Q: 3 clusters Score -1.928668e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116648 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -19285222.000000 Penalty: 3880.932861
	Iteration 11Q: 3 clusters Score -1.928522e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -19281762.000000 Penalty: 3880.932861
	Iteration 12Q: 3 clusters Score -1.928176e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129843 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -19277566.000000 Penalty: 3880.932861
	Iteration 13Q: 3 clusters Score -1.927757e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134714 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -19274434.000000 Penalty: 3880.932861
	Iteration 14Q: 3 clusters Score -1.927443e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -19272674.000000 Penalty: 3880.932861
	Iteration 15Q: 3 clusters Score -1.927267e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140416 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -19271664.000000 Penalty: 3880.932861
	Iteration 16Q: 3 clusters Score -1.927166e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -19271140.000000 Penalty: 3880.932861
	Iteration 17Q: 3 clusters Score -1.927114e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -19270724.000000 Penalty: 3880.932861
	Iteration 18Q: 3 clusters Score -1.927072e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144302 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -19270612.000000 Penalty: 3880.932861
	Iteration 19Q: 3 clusters Score -1.927061e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -19271942.000000 Penalty: 3880.932861
	Iteration 20F: 3 clusters Score -1.927194e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -19271464.000000 Penalty: 3880.932861
	Iteration 21Q: 3 clusters Score -1.927146e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148715 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -19271558.000000 Penalty: 3880.932861
	Iteration 22Q: 3 clusters Score -1.927156e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149667 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -19271492.000000 Penalty: 3880.932861
	Iteration 23Q: 3 clusters Score -1.927149e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -19271564.000000 Penalty: 3880.932861
	Iteration 24Q: 3 clusters Score -1.927156e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -19271636.000000 Penalty: 3880.932861
	Iteration 25Q: 3 clusters Score -1.927164e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19271652.000000 Penalty: 3880.932861
	Iteration 26Q: 3 clusters Score -1.927165e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151712 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19271720.000000 Penalty: 3880.932861
	Iteration 27Q: 3 clusters Score -1.927172e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -19271854.000000 Penalty: 3880.932861
	Iteration 28Q: 3 clusters Score -1.927185e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19271942.000000 Penalty: 3880.932861
	Iteration 29Q: 3 clusters Score -1.927194e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152348 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19271966.000000 Penalty: 3880.932861
	Iteration 30Q: 3 clusters Score -1.927197e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19271974.000000 Penalty: 3880.932861
	Iteration 31Q: 3 clusters Score -1.927197e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19272018.000000 Penalty: 3880.932861
	Iteration 32Q: 3 clusters Score -1.927202e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -19272016.000000 Penalty: 3880.932861
	Iteration 33Q: 3 clusters Score -1.927202e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -19271998.000000 Penalty: 3880.932861
	Iteration 34Q: 3 clusters Score -1.9272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -19272000.000000 Penalty: 3880.932861
	Iteration 35Q: 3 clusters Score -1.9272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152793 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -19272002.000000 Penalty: 3880.932861
	Iteration 36Q: 3 clusters Score -1.9272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19271998.000000 Penalty: 3880.932861
	Iteration 37Q: 3 clusters Score -1.9272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -19272020.000000 Penalty: 3880.932861
	Iteration 38Q: 3 clusters Score -1.927202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -19272030.000000 Penalty: 3880.932861
	Iteration 39Q: 3 clusters Score -1.927203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152892 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -19272044.000000 Penalty: 3880.932861
	Iteration 40F: 3 clusters Score -1.927204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -19272032.000000 Penalty: 3880.932861
	Iteration 41Q: 3 clusters Score -1.927203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -19272058.000000 Penalty: 3880.932861
	Iteration 42Q: 3 clusters Score -1.927206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -19272050.000000 Penalty: 3880.932861
	Iteration 43Q: 3 clusters Score -1.927205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19272056.000000 Penalty: 3880.932861
	Iteration 44Q: 3 clusters Score -1.927206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19272052.000000 Penalty: 3880.932861
	Iteration 45Q: 3 clusters Score -1.927205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19272050.000000 Penalty: 3880.932861
	Iteration 46Q: 3 clusters Score -1.927205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -19272034.000000 Penalty: 3880.932861
	Iteration 47Q: 3 clusters Score -1.927203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152968 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -19272032.000000 Penalty: 3880.932861
	Iteration 48Q: 3 clusters Score -1.927203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -19272040.000000 Penalty: 3880.932861
	Iteration 49Q: 3 clusters Score -1.927204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -19272040.000000 Penalty: 3880.932861
	Iteration 50F: 3 clusters Score -1.927204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -120349.148438 Penalty: 1154.022339
	Iteration 0F: 2 clusters Score -120349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118922.765625 Penalty: 2308.044678
	Iteration 0F: 3 clusters Score -118922.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119712.976562 Penalty: 2308.044678
	Iteration 1F: 3 clusters Score -119713 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -120423.140625 Penalty: 2308.044678
	Iteration 2F: 3 clusters Score -120423.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -120851.484375 Penalty: 2308.044678
	Iteration 3F: 3 clusters Score -120851.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -121283.578125 Penalty: 2308.044678
	Iteration 4F: 3 clusters Score -121283.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121497.351562 Penalty: 2308.044678
	Iteration 5Q: 3 clusters Score -121497.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121641.601562 Penalty: 2308.044678
	Iteration 6Q: 3 clusters Score -121641.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121734.539062 Penalty: 2308.044678
	Iteration 7Q: 3 clusters Score -121734.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121814.492188 Penalty: 2308.044678
	Iteration 8Q: 3 clusters Score -121814.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121862.617188 Penalty: 2308.044678
	Iteration 9Q: 3 clusters Score -121862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121898.539062 Penalty: 2308.044678
	Iteration 10Q: 3 clusters Score -121898.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121931.531250 Penalty: 2308.044678
	Iteration 11Q: 3 clusters Score -121931.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121956.968750 Penalty: 2308.044678
	Iteration 12Q: 3 clusters Score -121957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121972.210938 Penalty: 2308.044678
	Iteration 13Q: 3 clusters Score -121972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121982.906250 Penalty: 2308.044678
	Iteration 14Q: 3 clusters Score -121982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121992.328125 Penalty: 2308.044678
	Iteration 15Q: 3 clusters Score -121992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122000.968750 Penalty: 2308.044678
	Iteration 16Q: 3 clusters Score -122001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122018.039062 Penalty: 2308.044678
	Iteration 17Q: 3 clusters Score -122018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122031.859375 Penalty: 2308.044678
	Iteration 18Q: 3 clusters Score -122031.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122046.015625 Penalty: 2308.044678
	Iteration 19Q: 3 clusters Score -122046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122056.101562 Penalty: 2308.044678
	Iteration 20F: 3 clusters Score -122056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122067.156250 Penalty: 2308.044678
	Iteration 21Q: 3 clusters Score -122067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122075.882812 Penalty: 2308.044678
	Iteration 22Q: 3 clusters Score -122075.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122088.328125 Penalty: 2308.044678
	Iteration 23Q: 3 clusters Score -122088.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122101.914062 Penalty: 2308.044678
	Iteration 24Q: 3 clusters Score -122101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122114.000000 Penalty: 2308.044678
	Iteration 25Q: 3 clusters Score -122114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -122125.500000 Penalty: 2308.044678
	Iteration 26Q: 3 clusters Score -122125.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122149.835938 Penalty: 2308.044678
	Iteration 27Q: 3 clusters Score -122149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122172.328125 Penalty: 2308.044678
	Iteration 28Q: 3 clusters Score -122172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122188.601562 Penalty: 2308.044678
	Iteration 29Q: 3 clusters Score -122188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -122202.921875 Penalty: 2308.044678
	Iteration 30Q: 3 clusters Score -122202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122213.648438 Penalty: 2308.044678
	Iteration 31Q: 3 clusters Score -122213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122229.695312 Penalty: 2308.044678
	Iteration 32Q: 3 clusters Score -122229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122264.257812 Penalty: 2308.044678
	Iteration 33Q: 3 clusters Score -122264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -122285.859375 Penalty: 2308.044678
	Iteration 34Q: 3 clusters Score -122285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -122292.203125 Penalty: 2308.044678
	Iteration 35Q: 3 clusters Score -122292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122293.031250 Penalty: 2308.044678
	Iteration 36Q: 3 clusters Score -122293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122293.031250 Penalty: 2308.044678
	Iteration 37F: 3 clusters Score -122293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 149141 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 131042 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 49135 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Entering Unmasked Estep 
Score: -141516400.000000 Penalty: 47641.972656
Splitting cluster 5 changes total score from -141514032.000000 to -141516400.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (149141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Entering Unmasked Estep 
Score: -18656736.000000 Penalty: 1935.805176
	Iteration 0F: 2 clusters Score -1.865674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -18577374.000000 Penalty: 3871.610352
	Iteration 0F: 3 clusters Score -1.857737e+07 nChanged 72071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -18619166.000000 Penalty: 3871.610352
	Iteration 1F: 3 clusters Score -1.861917e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -18620160.000000 Penalty: 3871.610352
	Iteration 2Q: 3 clusters Score -1.862016e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -18621404.000000 Penalty: 3871.610352
	Iteration 3Q: 3 clusters Score -1.86214e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -18623160.000000 Penalty: 3871.610352
	Iteration 4Q: 3 clusters Score -1.862316e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -18625720.000000 Penalty: 3871.610352
	Iteration 5Q: 3 clusters Score -1.862572e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -18629306.000000 Penalty: 3871.610352
	Iteration 6Q: 3 clusters Score -1.862931e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -18634598.000000 Penalty: 3871.610352
	Iteration 7F: 3 clusters Score -1.86346e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -18641484.000000 Penalty: 3871.610352
	Iteration 8F: 3 clusters Score -1.864148e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -18648560.000000 Penalty: 3871.610352
	Iteration 9F: 3 clusters Score -1.864856e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -18653580.000000 Penalty: 3871.610352
	Iteration 10F: 3 clusters Score -1.865358e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -18656418.000000 Penalty: 3871.610352
	Iteration 11Q: 3 clusters Score -1.865642e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -18657768.000000 Penalty: 3871.610352
	Iteration 12Q: 3 clusters Score -1.865777e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -18658632.000000 Penalty: 3871.610352
	Iteration 13Q: 3 clusters Score -1.865863e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -18659086.000000 Penalty: 3871.610352
	Iteration 14Q: 3 clusters Score -1.865909e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -18659258.000000 Penalty: 3871.610352
	Iteration 15Q: 3 clusters Score -1.865926e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -18659352.000000 Penalty: 3871.610352
	Iteration 16Q: 3 clusters Score -1.865935e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -18659502.000000 Penalty: 3871.610352
	Iteration 17Q: 3 clusters Score -1.86595e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -18659558.000000 Penalty: 3871.610352
	Iteration 18Q: 3 clusters Score -1.865956e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -18659696.000000 Penalty: 3871.610352
	Iteration 19Q: 3 clusters Score -1.86597e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 116600 members 
Entering Unmasked Estep 
Score: -18659644.000000 Penalty: 3871.610352
	Iteration 20F: 3 clusters Score -1.865964e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -18659712.000000 Penalty: 3871.610352
	Iteration 21Q: 3 clusters Score -1.865971e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -18659766.000000 Penalty: 3871.610352
	Iteration 22Q: 3 clusters Score -1.865977e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -18659880.000000 Penalty: 3871.610352
	Iteration 23Q: 3 clusters Score -1.865988e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -18659842.000000 Penalty: 3871.610352
	Iteration 24Q: 3 clusters Score -1.865984e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -18659754.000000 Penalty: 3871.610352
	Iteration 25Q: 3 clusters Score -1.865975e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 120701 members 
Entering Unmasked Estep 
Score: -18659614.000000 Penalty: 3871.610352
	Iteration 26Q: 3 clusters Score -1.865961e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 121231 members 
Entering Unmasked Estep 
Score: -18659602.000000 Penalty: 3871.610352
	Iteration 27Q: 3 clusters Score -1.86596e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 121755 members 
Entering Unmasked Estep 
Score: -18659554.000000 Penalty: 3871.610352
	Iteration 28Q: 3 clusters Score -1.865955e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -18659454.000000 Penalty: 3871.610352
	Iteration 29Q: 3 clusters Score -1.865945e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -18659318.000000 Penalty: 3871.610352
	Iteration 30Q: 3 clusters Score -1.865932e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 123133 members 
Entering Unmasked Estep 
Score: -18659260.000000 Penalty: 3871.610352
	Iteration 31Q: 3 clusters Score -1.865926e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 123460 members 
Entering Unmasked Estep 
Score: -18659250.000000 Penalty: 3871.610352
	Iteration 32Q: 3 clusters Score -1.865925e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -18659096.000000 Penalty: 3871.610352
	Iteration 33Q: 3 clusters Score -1.86591e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 124011 members 
Entering Unmasked Estep 
Score: -18659012.000000 Penalty: 3871.610352
	Iteration 34Q: 3 clusters Score -1.865901e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -18658950.000000 Penalty: 3871.610352
	Iteration 35Q: 3 clusters Score -1.865895e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -18658930.000000 Penalty: 3871.610352
	Iteration 36Q: 3 clusters Score -1.865893e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -18658884.000000 Penalty: 3871.610352
	Iteration 37Q: 3 clusters Score -1.865888e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -18658812.000000 Penalty: 3871.610352
	Iteration 38Q: 3 clusters Score -1.865881e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 124963 members 
Entering Unmasked Estep 
Score: -18658748.000000 Penalty: 3871.610352
	Iteration 39Q: 3 clusters Score -1.865875e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 125107 members 
Entering Unmasked Estep 
Score: -18658708.000000 Penalty: 3871.610352
	Iteration 40F: 3 clusters Score -1.865871e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 125218 members 
Entering Unmasked Estep 
Score: -18658648.000000 Penalty: 3871.610352
	Iteration 41Q: 3 clusters Score -1.865865e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -18658630.000000 Penalty: 3871.610352
	Iteration 42Q: 3 clusters Score -1.865863e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 125415 members 
Entering Unmasked Estep 
Score: -18658630.000000 Penalty: 3871.610352
	Iteration 43Q: 3 clusters Score -1.865863e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -18658588.000000 Penalty: 3871.610352
	Iteration 44Q: 3 clusters Score -1.865859e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -18658566.000000 Penalty: 3871.610352
	Iteration 45Q: 3 clusters Score -1.865857e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 125684 members 
Entering Unmasked Estep 
Score: -18658536.000000 Penalty: 3871.610352
	Iteration 46Q: 3 clusters Score -1.865854e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -18658488.000000 Penalty: 3871.610352
	Iteration 47Q: 3 clusters Score -1.865849e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 125852 members 
Entering Unmasked Estep 
Score: -18658490.000000 Penalty: 3871.610352
	Iteration 48Q: 3 clusters Score -1.865849e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -18658458.000000 Penalty: 3871.610352
	Iteration 49Q: 3 clusters Score -1.865846e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 125989 members 
Entering Unmasked Estep 
Score: -18658470.000000 Penalty: 3871.610352
	Iteration 50Q: 3 clusters Score -1.865847e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 126061 members 
Entering Unmasked Estep 
Score: -18658436.000000 Penalty: 3871.610352
	Iteration 51Q: 3 clusters Score -1.865844e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -18658396.000000 Penalty: 3871.610352
	Iteration 52Q: 3 clusters Score -1.86584e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 126172 members 
Entering Unmasked Estep 
Score: -18658394.000000 Penalty: 3871.610352
	Iteration 53Q: 3 clusters Score -1.865839e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -18658398.000000 Penalty: 3871.610352
	Iteration 54Q: 3 clusters Score -1.86584e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 126255 members 
Entering Unmasked Estep 
Score: -18658392.000000 Penalty: 3871.610352
	Iteration 55Q: 3 clusters Score -1.865839e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 126312 members 
Entering Unmasked Estep 
Score: -18658340.000000 Penalty: 3871.610352
	Iteration 56Q: 3 clusters Score -1.865834e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
Score: -18658354.000000 Penalty: 3871.610352
	Iteration 57Q: 3 clusters Score -1.865835e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -18658370.000000 Penalty: 3871.610352
	Iteration 58Q: 3 clusters Score -1.865837e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 126421 members 
Entering Unmasked Estep 
Score: -18658368.000000 Penalty: 3871.610352
	Iteration 59Q: 3 clusters Score -1.865837e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -18658376.000000 Penalty: 3871.610352
	Iteration 60F: 3 clusters Score -1.865838e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -18658368.000000 Penalty: 3871.610352
	Iteration 61Q: 3 clusters Score -1.865837e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -18658378.000000 Penalty: 3871.610352
	Iteration 62Q: 3 clusters Score -1.865838e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -18658370.000000 Penalty: 3871.610352
	Iteration 63Q: 3 clusters Score -1.865837e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -18658346.000000 Penalty: 3871.610352
	Iteration 64Q: 3 clusters Score -1.865835e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 126544 members 
Entering Unmasked Estep 
Score: -18658304.000000 Penalty: 3871.610352
	Iteration 65Q: 3 clusters Score -1.86583e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 126573 members 
Entering Unmasked Estep 
Score: -18658290.000000 Penalty: 3871.610352
	Iteration 66Q: 3 clusters Score -1.865829e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 126599 members 
Entering Unmasked Estep 
Score: -18658246.000000 Penalty: 3871.610352
	Iteration 67Q: 3 clusters Score -1.865825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 126617 members 
Entering Unmasked Estep 
Score: -18658224.000000 Penalty: 3871.610352
	Iteration 68Q: 3 clusters Score -1.865822e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -18658220.000000 Penalty: 3871.610352
	Iteration 69Q: 3 clusters Score -1.865822e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 126671 members 
Entering Unmasked Estep 
Score: -18658202.000000 Penalty: 3871.610352
	Iteration 70Q: 3 clusters Score -1.86582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -18658202.000000 Penalty: 3871.610352
	Iteration 71Q: 3 clusters Score -1.86582e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -18658204.000000 Penalty: 3871.610352
	Iteration 72Q: 3 clusters Score -1.86582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 126718 members 
Entering Unmasked Estep 
Score: -18658216.000000 Penalty: 3871.610352
	Iteration 73Q: 3 clusters Score -1.865822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -18658194.000000 Penalty: 3871.610352
	Iteration 74Q: 3 clusters Score -1.865819e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 126756 members 
Entering Unmasked Estep 
Score: -18658160.000000 Penalty: 3871.610352
	Iteration 75Q: 3 clusters Score -1.865816e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 126775 members 
Entering Unmasked Estep 
Score: -18658166.000000 Penalty: 3871.610352
	Iteration 76Q: 3 clusters Score -1.865817e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 126801 members 
Entering Unmasked Estep 
Score: -18658152.000000 Penalty: 3871.610352
	Iteration 77Q: 3 clusters Score -1.865815e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 126830 members 
Entering Unmasked Estep 
Score: -18658134.000000 Penalty: 3871.610352
	Iteration 78Q: 3 clusters Score -1.865813e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 126863 members 
Entering Unmasked Estep 
Score: -18658134.000000 Penalty: 3871.610352
	Iteration 79Q: 3 clusters Score -1.865813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -18658132.000000 Penalty: 3871.610352
	Iteration 80F: 3 clusters Score -1.865813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 126898 members 
Entering Unmasked Estep 
Score: -18658122.000000 Penalty: 3871.610352
	Iteration 81Q: 3 clusters Score -1.865812e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 126907 members 
Entering Unmasked Estep 
Score: -18658132.000000 Penalty: 3871.610352
	Iteration 82Q: 3 clusters Score -1.865813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -18658118.000000 Penalty: 3871.610352
	Iteration 83Q: 3 clusters Score -1.865812e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 126950 members 
Entering Unmasked Estep 
Score: -18658100.000000 Penalty: 3871.610352
	Iteration 84Q: 3 clusters Score -1.86581e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -18658068.000000 Penalty: 3871.610352
	Iteration 85Q: 3 clusters Score -1.865807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -18658080.000000 Penalty: 3871.610352
	Iteration 86Q: 3 clusters Score -1.865808e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 126985 members 
Entering Unmasked Estep 
Score: -18658062.000000 Penalty: 3871.610352
	Iteration 87Q: 3 clusters Score -1.865806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -18658062.000000 Penalty: 3871.610352
	Iteration 88Q: 3 clusters Score -1.865806e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 127014 members 
Entering Unmasked Estep 
Score: -18658064.000000 Penalty: 3871.610352
	Iteration 89Q: 3 clusters Score -1.865806e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -18658076.000000 Penalty: 3871.610352
	Iteration 90Q: 3 clusters Score -1.865808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 127035 members 
Entering Unmasked Estep 
Score: -18658064.000000 Penalty: 3871.610352
	Iteration 91Q: 3 clusters Score -1.865806e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 127055 members 
Entering Unmasked Estep 
Score: -18658058.000000 Penalty: 3871.610352
	Iteration 92Q: 3 clusters Score -1.865806e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
Score: -18658046.000000 Penalty: 3871.610352
	Iteration 93Q: 3 clusters Score -1.865805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -18658046.000000 Penalty: 3871.610352
	Iteration 94Q: 3 clusters Score -1.865805e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 127141 members 
Entering Unmasked Estep 
Score: -18658040.000000 Penalty: 3871.610352
	Iteration 95Q: 3 clusters Score -1.865804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -18658024.000000 Penalty: 3871.610352
	Iteration 96Q: 3 clusters Score -1.865802e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 127210 members 
Entering Unmasked Estep 
Score: -18658012.000000 Penalty: 3871.610352
	Iteration 97Q: 3 clusters Score -1.865801e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 127241 members 
Entering Unmasked Estep 
Score: -18658020.000000 Penalty: 3871.610352
	Iteration 98Q: 3 clusters Score -1.865802e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 127268 members 
Entering Unmasked Estep 
Score: -18658016.000000 Penalty: 3871.610352
	Iteration 99Q: 3 clusters Score -1.865802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -18657990.000000 Penalty: 3871.610352
	Iteration 100F: 3 clusters Score -1.865799e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 127334 members 
Entering Unmasked Estep 
Score: -18658010.000000 Penalty: 3871.610352
	Iteration 101Q: 3 clusters Score -1.865801e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 127368 members 
Entering Unmasked Estep 
Score: -18658004.000000 Penalty: 3871.610352
	Iteration 102Q: 3 clusters Score -1.8658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 127397 members 
Entering Unmasked Estep 
Score: -18657998.000000 Penalty: 3871.610352
	Iteration 103Q: 3 clusters Score -1.8658e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 127421 members 
Entering Unmasked Estep 
Score: -18657992.000000 Penalty: 3871.610352
	Iteration 104Q: 3 clusters Score -1.865799e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -18657972.000000 Penalty: 3871.610352
	Iteration 105Q: 3 clusters Score -1.865797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 127489 members 
Entering Unmasked Estep 
Score: -18657984.000000 Penalty: 3871.610352
	Iteration 106Q: 3 clusters Score -1.865798e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -18657978.000000 Penalty: 3871.610352
	Iteration 107Q: 3 clusters Score -1.865798e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -18657974.000000 Penalty: 3871.610352
	Iteration 108Q: 3 clusters Score -1.865797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -18657962.000000 Penalty: 3871.610352
	Iteration 109Q: 3 clusters Score -1.865796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 127563 members 
Entering Unmasked Estep 
Score: -18657966.000000 Penalty: 3871.610352
	Iteration 110Q: 3 clusters Score -1.865797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -18657950.000000 Penalty: 3871.610352
	Iteration 111Q: 3 clusters Score -1.865795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 127588 members 
Entering Unmasked Estep 
Score: -18657926.000000 Penalty: 3871.610352
	Iteration 112Q: 3 clusters Score -1.865793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -18657966.000000 Penalty: 3871.610352
	Iteration 113Q: 3 clusters Score -1.865797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 127622 members 
Entering Unmasked Estep 
Score: -18657954.000000 Penalty: 3871.610352
	Iteration 114Q: 3 clusters Score -1.865795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 127633 members 
Entering Unmasked Estep 
Score: -18657948.000000 Penalty: 3871.610352
	Iteration 115Q: 3 clusters Score -1.865795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -18657962.000000 Penalty: 3871.610352
	Iteration 116Q: 3 clusters Score -1.865796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 127664 members 
Entering Unmasked Estep 
Score: -18657976.000000 Penalty: 3871.610352
	Iteration 117Q: 3 clusters Score -1.865798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -18657962.000000 Penalty: 3871.610352
	Iteration 118Q: 3 clusters Score -1.865796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 127698 members 
Entering Unmasked Estep 
Score: -18657956.000000 Penalty: 3871.610352
	Iteration 119Q: 3 clusters Score -1.865796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 127719 members 
Entering Unmasked Estep 
Score: -18657946.000000 Penalty: 3871.610352
	Iteration 120F: 3 clusters Score -1.865795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -18657938.000000 Penalty: 3871.610352
	Iteration 121Q: 3 clusters Score -1.865794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 127748 members 
Entering Unmasked Estep 
Score: -18657914.000000 Penalty: 3871.610352
	Iteration 122Q: 3 clusters Score -1.865791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -18657932.000000 Penalty: 3871.610352
	Iteration 123Q: 3 clusters Score -1.865793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 127775 members 
Entering Unmasked Estep 
Score: -18657926.000000 Penalty: 3871.610352
	Iteration 124Q: 3 clusters Score -1.865793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 127783 members 
Entering Unmasked Estep 
Score: -18657928.000000 Penalty: 3871.610352
	Iteration 125Q: 3 clusters Score -1.865793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 127796 members 
Entering Unmasked Estep 
Score: -18657928.000000 Penalty: 3871.610352
	Iteration 126Q: 3 clusters Score -1.865793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 127806 members 
Entering Unmasked Estep 
Score: -18657938.000000 Penalty: 3871.610352
	Iteration 127Q: 3 clusters Score -1.865794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
Score: -18657970.000000 Penalty: 3871.610352
	Iteration 128Q: 3 clusters Score -1.865797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -18657976.000000 Penalty: 3871.610352
	Iteration 129Q: 3 clusters Score -1.865798e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 127860 members 
Entering Unmasked Estep 
Score: -18657994.000000 Penalty: 3871.610352
	Iteration 130Q: 3 clusters Score -1.865799e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -18657960.000000 Penalty: 3871.610352
	Iteration 131Q: 3 clusters Score -1.865796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 127906 members 
Entering Unmasked Estep 
Score: -18657952.000000 Penalty: 3871.610352
	Iteration 132Q: 3 clusters Score -1.865795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 127917 members 
Entering Unmasked Estep 
Score: -18657960.000000 Penalty: 3871.610352
	Iteration 133Q: 3 clusters Score -1.865796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 127926 members 
Entering Unmasked Estep 
Score: -18657946.000000 Penalty: 3871.610352
	Iteration 134Q: 3 clusters Score -1.865795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -18657958.000000 Penalty: 3871.610352
	Iteration 135Q: 3 clusters Score -1.865796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -18657952.000000 Penalty: 3871.610352
	Iteration 136Q: 3 clusters Score -1.865795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 127968 members 
Entering Unmasked Estep 
Score: -18657972.000000 Penalty: 3871.610352
	Iteration 137Q: 3 clusters Score -1.865797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -18657960.000000 Penalty: 3871.610352
	Iteration 138Q: 3 clusters Score -1.865796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -18657964.000000 Penalty: 3871.610352
	Iteration 139Q: 3 clusters Score -1.865796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 128006 members 
Entering Unmasked Estep 
Score: -18657954.000000 Penalty: 3871.610352
	Iteration 140F: 3 clusters Score -1.865795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -18657990.000000 Penalty: 3871.610352
	Iteration 141Q: 3 clusters Score -1.865799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 128042 members 
Entering Unmasked Estep 
Score: -18657964.000000 Penalty: 3871.610352
	Iteration 142Q: 3 clusters Score -1.865796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 128057 members 
Entering Unmasked Estep 
Score: -18657990.000000 Penalty: 3871.610352
	Iteration 143Q: 3 clusters Score -1.865799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 128074 members 
Entering Unmasked Estep 
Score: -18658016.000000 Penalty: 3871.610352
	Iteration 144Q: 3 clusters Score -1.865802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -18658006.000000 Penalty: 3871.610352
	Iteration 145Q: 3 clusters Score -1.865801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 128110 members 
Entering Unmasked Estep 
Score: -18658006.000000 Penalty: 3871.610352
	Iteration 146Q: 3 clusters Score -1.865801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -18658038.000000 Penalty: 3871.610352
	Iteration 147Q: 3 clusters Score -1.865804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 128142 members 
Entering Unmasked Estep 
Score: -18658038.000000 Penalty: 3871.610352
	Iteration 148Q: 3 clusters Score -1.865804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -18658038.000000 Penalty: 3871.610352
	Iteration 149Q: 3 clusters Score -1.865804e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -18658026.000000 Penalty: 3871.610352
	Iteration 150Q: 3 clusters Score -1.865803e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 128205 members 
Entering Unmasked Estep 
Score: -18657996.000000 Penalty: 3871.610352
	Iteration 151Q: 3 clusters Score -1.8658e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 128229 members 
Entering Unmasked Estep 
Score: -18657978.000000 Penalty: 3871.610352
	Iteration 152Q: 3 clusters Score -1.865798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -18657974.000000 Penalty: 3871.610352
	Iteration 153Q: 3 clusters Score -1.865797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -18657988.000000 Penalty: 3871.610352
	Iteration 154Q: 3 clusters Score -1.865799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 128286 members 
Entering Unmasked Estep 
Score: -18657998.000000 Penalty: 3871.610352
	Iteration 155Q: 3 clusters Score -1.8658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -18657974.000000 Penalty: 3871.610352
	Iteration 156Q: 3 clusters Score -1.865797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 128339 members 
Entering Unmasked Estep 
Score: -18657966.000000 Penalty: 3871.610352
	Iteration 157Q: 3 clusters Score -1.865797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -18657944.000000 Penalty: 3871.610352
	Iteration 158Q: 3 clusters Score -1.865794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -18657934.000000 Penalty: 3871.610352
	Iteration 159Q: 3 clusters Score -1.865793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 128423 members 
Entering Unmasked Estep 
Score: -18657932.000000 Penalty: 3871.610352
	Iteration 160F: 3 clusters Score -1.865793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 128442 members 
Entering Unmasked Estep 
Score: -18657936.000000 Penalty: 3871.610352
	Iteration 161Q: 3 clusters Score -1.865794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 128458 members 
Entering Unmasked Estep 
Score: -18657922.000000 Penalty: 3871.610352
	Iteration 162Q: 3 clusters Score -1.865792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -18657904.000000 Penalty: 3871.610352
	Iteration 163Q: 3 clusters Score -1.86579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -18657884.000000 Penalty: 3871.610352
	Iteration 164Q: 3 clusters Score -1.865788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 128515 members 
Entering Unmasked Estep 
Score: -18657884.000000 Penalty: 3871.610352
	Iteration 165Q: 3 clusters Score -1.865788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -18657872.000000 Penalty: 3871.610352
	Iteration 166Q: 3 clusters Score -1.865787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 128543 members 
Entering Unmasked Estep 
Score: -18657872.000000 Penalty: 3871.610352
	Iteration 167Q: 3 clusters Score -1.865787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 128559 members 
Entering Unmasked Estep 
Score: -18657852.000000 Penalty: 3871.610352
	Iteration 168Q: 3 clusters Score -1.865785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -18657872.000000 Penalty: 3871.610352
	Iteration 169Q: 3 clusters Score -1.865787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -18657872.000000 Penalty: 3871.610352
	Iteration 170Q: 3 clusters Score -1.865787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 128579 members 
Entering Unmasked Estep 
Score: -18657862.000000 Penalty: 3871.610352
	Iteration 171Q: 3 clusters Score -1.865786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -18657880.000000 Penalty: 3871.610352
	Iteration 172Q: 3 clusters Score -1.865788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 128579 members 
Entering Unmasked Estep 
Score: -18657880.000000 Penalty: 3871.610352
	Iteration 173Q: 3 clusters Score -1.865788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -18657884.000000 Penalty: 3871.610352
	Iteration 174Q: 3 clusters Score -1.865788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 128579 members 
Entering Unmasked Estep 
Score: -18657886.000000 Penalty: 3871.610352
	Iteration 175Q: 3 clusters Score -1.865789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 128581 members 
Entering Unmasked Estep 
Score: -18657878.000000 Penalty: 3871.610352
	Iteration 176Q: 3 clusters Score -1.865788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 128584 members 
Entering Unmasked Estep 
Score: -18657880.000000 Penalty: 3871.610352
	Iteration 177Q: 3 clusters Score -1.865788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 128585 members 
Entering Unmasked Estep 
Score: -18657874.000000 Penalty: 3871.610352
	Iteration 178Q: 3 clusters Score -1.865787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 128589 members 
Entering Unmasked Estep 
Score: -18657882.000000 Penalty: 3871.610352
	Iteration 179Q: 3 clusters Score -1.865788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 128593 members 
Entering Unmasked Estep 
Score: -18657878.000000 Penalty: 3871.610352
	Iteration 180F: 3 clusters Score -1.865788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -18657878.000000 Penalty: 3871.610352
	Iteration 181Q: 3 clusters Score -1.865788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 128595 members 
Entering Unmasked Estep 
Score: -18657878.000000 Penalty: 3871.610352
	Iteration 182Q: 3 clusters Score -1.865788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -18657864.000000 Penalty: 3871.610352
	Iteration 183Q: 3 clusters Score -1.865786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 128593 members 
Entering Unmasked Estep 
Score: -18657866.000000 Penalty: 3871.610352
	Iteration 184Q: 3 clusters Score -1.865787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 128592 members 
Entering Unmasked Estep 
Score: -18657878.000000 Penalty: 3871.610352
	Iteration 185Q: 3 clusters Score -1.865788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -18657880.000000 Penalty: 3871.610352
	Iteration 186Q: 3 clusters Score -1.865788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -18657872.000000 Penalty: 3871.610352
	Iteration 187Q: 3 clusters Score -1.865787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -18657874.000000 Penalty: 3871.610352
	Iteration 188Q: 3 clusters Score -1.865787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -18657862.000000 Penalty: 3871.610352
	Iteration 189Q: 3 clusters Score -1.865786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -18657866.000000 Penalty: 3871.610352
	Iteration 190Q: 3 clusters Score -1.865787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -18657874.000000 Penalty: 3871.610352
	Iteration 191Q: 3 clusters Score -1.865787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -18657872.000000 Penalty: 3871.610352
	Iteration 192Q: 3 clusters Score -1.865787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 128600 members 
Entering Unmasked Estep 
Score: -18657880.000000 Penalty: 3871.610352
	Iteration 193Q: 3 clusters Score -1.865788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 128597 members 
Entering Unmasked Estep 
Score: -18657866.000000 Penalty: 3871.610352
	Iteration 194Q: 3 clusters Score -1.865787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 128595 members 
Entering Unmasked Estep 
Score: -18657852.000000 Penalty: 3871.610352
	Iteration 195Q: 3 clusters Score -1.865785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -18657862.000000 Penalty: 3871.610352
	Iteration 196Q: 3 clusters Score -1.865786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 128595 members 
Entering Unmasked Estep 
Score: -18657858.000000 Penalty: 3871.610352
	Iteration 197Q: 3 clusters Score -1.865786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -18657856.000000 Penalty: 3871.610352
	Iteration 198Q: 3 clusters Score -1.865786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -18657856.000000 Penalty: 3871.610352
	Iteration 199F: 3 clusters Score -1.865786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 131042 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 49135 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Entering Unmasked Estep 
Score: -141517408.000000 Penalty: 49910.636719
Splitting cluster 6 changes total score from -141514032.000000 to -141517408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (122209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Entering Unmasked Estep 
Score: -15351278.000000 Penalty: 1903.441772
	Iteration 0F: 2 clusters Score -1.535128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -15273629.000000 Penalty: 3806.883545
	Iteration 0F: 3 clusters Score -1.527363e+07 nChanged 59009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -15308337.000000 Penalty: 3806.883545
	Iteration 1F: 3 clusters Score -1.530834e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -15309456.000000 Penalty: 3806.883545
	Iteration 2Q: 3 clusters Score -1.530946e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -15311303.000000 Penalty: 3806.883545
	Iteration 3Q: 3 clusters Score -1.53113e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -15314934.000000 Penalty: 3806.883545
	Iteration 4F: 3 clusters Score -1.531493e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -15321066.000000 Penalty: 3806.883545
	Iteration 5F: 3 clusters Score -1.532107e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -15328807.000000 Penalty: 3806.883545
	Iteration 6F: 3 clusters Score -1.532881e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -15335882.000000 Penalty: 3806.883545
	Iteration 7F: 3 clusters Score -1.533588e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -15340775.000000 Penalty: 3806.883545
	Iteration 8F: 3 clusters Score -1.534078e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104108 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -15343834.000000 Penalty: 3806.883545
	Iteration 9Q: 3 clusters Score -1.534383e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -15345725.000000 Penalty: 3806.883545
	Iteration 10Q: 3 clusters Score -1.534572e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -15347032.000000 Penalty: 3806.883545
	Iteration 11Q: 3 clusters Score -1.534703e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -15347995.000000 Penalty: 3806.883545
	Iteration 12Q: 3 clusters Score -1.5348e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111663 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -15348733.000000 Penalty: 3806.883545
	Iteration 13Q: 3 clusters Score -1.534873e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -15349391.000000 Penalty: 3806.883545
	Iteration 14Q: 3 clusters Score -1.534939e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -15349811.000000 Penalty: 3806.883545
	Iteration 15Q: 3 clusters Score -1.534981e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -15350073.000000 Penalty: 3806.883545
	Iteration 16Q: 3 clusters Score -1.535007e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115954 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -15350230.000000 Penalty: 3806.883545
	Iteration 17Q: 3 clusters Score -1.535023e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -15350385.000000 Penalty: 3806.883545
	Iteration 18Q: 3 clusters Score -1.535038e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117582 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -15350529.000000 Penalty: 3806.883545
	Iteration 19Q: 3 clusters Score -1.535053e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118211 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -15350640.000000 Penalty: 3806.883545
	Iteration 20F: 3 clusters Score -1.535064e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118696 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -15350790.000000 Penalty: 3806.883545
	Iteration 21Q: 3 clusters Score -1.535079e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -15350839.000000 Penalty: 3806.883545
	Iteration 22Q: 3 clusters Score -1.535084e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119367 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -15350860.000000 Penalty: 3806.883545
	Iteration 23Q: 3 clusters Score -1.535086e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119592 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -15350881.000000 Penalty: 3806.883545
	Iteration 24Q: 3 clusters Score -1.535088e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119766 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -15350907.000000 Penalty: 3806.883545
	Iteration 25Q: 3 clusters Score -1.535091e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119917 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -15350917.000000 Penalty: 3806.883545
	Iteration 26Q: 3 clusters Score -1.535092e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120050 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -15350929.000000 Penalty: 3806.883545
	Iteration 27Q: 3 clusters Score -1.535093e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15350929.000000 Penalty: 3806.883545
	Iteration 28Q: 3 clusters Score -1.535093e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15350931.000000 Penalty: 3806.883545
	Iteration 29Q: 3 clusters Score -1.535093e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15350925.000000 Penalty: 3806.883545
	Iteration 30Q: 3 clusters Score -1.535092e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120356 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15350922.000000 Penalty: 3806.883545
	Iteration 31Q: 3 clusters Score -1.535092e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15350923.000000 Penalty: 3806.883545
	Iteration 32Q: 3 clusters Score -1.535092e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120429 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -15350917.000000 Penalty: 3806.883545
	Iteration 33Q: 3 clusters Score -1.535092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -15350880.000000 Penalty: 3806.883545
	Iteration 34Q: 3 clusters Score -1.535088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120497 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -15350875.000000 Penalty: 3806.883545
	Iteration 35Q: 3 clusters Score -1.535088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120521 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -15350893.000000 Penalty: 3806.883545
	Iteration 36Q: 3 clusters Score -1.535089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -15350892.000000 Penalty: 3806.883545
	Iteration 37Q: 3 clusters Score -1.535089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15350891.000000 Penalty: 3806.883545
	Iteration 38Q: 3 clusters Score -1.535089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15350892.000000 Penalty: 3806.883545
	Iteration 39Q: 3 clusters Score -1.535089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15350904.000000 Penalty: 3806.883545
	Iteration 40F: 3 clusters Score -1.53509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15350904.000000 Penalty: 3806.883545
	Iteration 41Q: 3 clusters Score -1.53509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15350893.000000 Penalty: 3806.883545
	Iteration 42Q: 3 clusters Score -1.535089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120570 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15350885.000000 Penalty: 3806.883545
	Iteration 43Q: 3 clusters Score -1.535088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120574 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15350896.000000 Penalty: 3806.883545
	Iteration 44Q: 3 clusters Score -1.53509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15350891.000000 Penalty: 3806.883545
	Iteration 45Q: 3 clusters Score -1.535089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -15350893.000000 Penalty: 3806.883545
	Iteration 46Q: 3 clusters Score -1.535089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120581 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15350899.000000 Penalty: 3806.883545
	Iteration 47Q: 3 clusters Score -1.53509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15350907.000000 Penalty: 3806.883545
	Iteration 48Q: 3 clusters Score -1.535091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15350914.000000 Penalty: 3806.883545
	Iteration 49Q: 3 clusters Score -1.535091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120593 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15350909.000000 Penalty: 3806.883545
	Iteration 50Q: 3 clusters Score -1.535091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120601 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15350906.000000 Penalty: 3806.883545
	Iteration 51Q: 3 clusters Score -1.535091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120611 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15350896.000000 Penalty: 3806.883545
	Iteration 52Q: 3 clusters Score -1.53509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -15350892.000000 Penalty: 3806.883545
	Iteration 53Q: 3 clusters Score -1.535089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15350893.000000 Penalty: 3806.883545
	Iteration 54Q: 3 clusters Score -1.535089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15350882.000000 Penalty: 3806.883545
	Iteration 55Q: 3 clusters Score -1.535088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15350866.000000 Penalty: 3806.883545
	Iteration 56Q: 3 clusters Score -1.535087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120640 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -15350858.000000 Penalty: 3806.883545
	Iteration 57Q: 3 clusters Score -1.535086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120647 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15350859.000000 Penalty: 3806.883545
	Iteration 58Q: 3 clusters Score -1.535086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120659 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15350861.000000 Penalty: 3806.883545
	Iteration 59Q: 3 clusters Score -1.535086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120668 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15350872.000000 Penalty: 3806.883545
	Iteration 60F: 3 clusters Score -1.535087e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15350874.000000 Penalty: 3806.883545
	Iteration 61Q: 3 clusters Score -1.535087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15350870.000000 Penalty: 3806.883545
	Iteration 62Q: 3 clusters Score -1.535087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15350864.000000 Penalty: 3806.883545
	Iteration 63Q: 3 clusters Score -1.535086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15350876.000000 Penalty: 3806.883545
	Iteration 64Q: 3 clusters Score -1.535088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120713 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -15350872.000000 Penalty: 3806.883545
	Iteration 65Q: 3 clusters Score -1.535087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120719 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15350870.000000 Penalty: 3806.883545
	Iteration 66Q: 3 clusters Score -1.535087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120720 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15350871.000000 Penalty: 3806.883545
	Iteration 67Q: 3 clusters Score -1.535087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120723 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15350858.000000 Penalty: 3806.883545
	Iteration 68Q: 3 clusters Score -1.535086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -15350863.000000 Penalty: 3806.883545
	Iteration 69Q: 3 clusters Score -1.535086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120724 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15350850.000000 Penalty: 3806.883545
	Iteration 70Q: 3 clusters Score -1.535085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15350857.000000 Penalty: 3806.883545
	Iteration 71Q: 3 clusters Score -1.535086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15350850.000000 Penalty: 3806.883545
	Iteration 72Q: 3 clusters Score -1.535085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15350849.000000 Penalty: 3806.883545
	Iteration 73Q: 3 clusters Score -1.535085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15350863.000000 Penalty: 3806.883545
	Iteration 74Q: 3 clusters Score -1.535086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120727 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15350858.000000 Penalty: 3806.883545
	Iteration 75Q: 3 clusters Score -1.535086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15350861.000000 Penalty: 3806.883545
	Iteration 76Q: 3 clusters Score -1.535086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120731 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15350857.000000 Penalty: 3806.883545
	Iteration 77Q: 3 clusters Score -1.535086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15350850.000000 Penalty: 3806.883545
	Iteration 78Q: 3 clusters Score -1.535085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120731 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15350856.000000 Penalty: 3806.883545
	Iteration 79Q: 3 clusters Score -1.535086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120731 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15350856.000000 Penalty: 3806.883545
	Iteration 80F: 3 clusters Score -1.535086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (131042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131042 members 
Entering Unmasked Estep 
Score: -16518435.000000 Penalty: 1914.781860
	Iteration 0F: 2 clusters Score -1.651844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -16439221.000000 Penalty: 3829.563721
	Iteration 0F: 3 clusters Score -1.643922e+07 nChanged 63057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -16476479.000000 Penalty: 3829.563721
	Iteration 1F: 3 clusters Score -1.647648e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -16477904.000000 Penalty: 3829.563721
	Iteration 2Q: 3 clusters Score -1.64779e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -16479673.000000 Penalty: 3829.563721
	Iteration 3Q: 3 clusters Score -1.647967e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -16482158.000000 Penalty: 3829.563721
	Iteration 4Q: 3 clusters Score -1.648216e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -16485941.000000 Penalty: 3829.563721
	Iteration 5F: 3 clusters Score -1.648594e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -16491016.000000 Penalty: 3829.563721
	Iteration 6F: 3 clusters Score -1.649102e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -16497170.000000 Penalty: 3829.563721
	Iteration 7F: 3 clusters Score -1.649717e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -16503405.000000 Penalty: 3829.563721
	Iteration 8F: 3 clusters Score -1.65034e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -16508415.000000 Penalty: 3829.563721
	Iteration 9F: 3 clusters Score -1.650842e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -16511596.000000 Penalty: 3829.563721
	Iteration 10Q: 3 clusters Score -1.65116e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -16513210.000000 Penalty: 3829.563721
	Iteration 11Q: 3 clusters Score -1.651321e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -16514217.000000 Penalty: 3829.563721
	Iteration 12Q: 3 clusters Score -1.651422e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -16514914.000000 Penalty: 3829.563721
	Iteration 13Q: 3 clusters Score -1.651491e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -16515435.000000 Penalty: 3829.563721
	Iteration 14Q: 3 clusters Score -1.651544e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -16515956.000000 Penalty: 3829.563721
	Iteration 15Q: 3 clusters Score -1.651596e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -16516358.000000 Penalty: 3829.563721
	Iteration 16Q: 3 clusters Score -1.651636e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -16516653.000000 Penalty: 3829.563721
	Iteration 17Q: 3 clusters Score -1.651665e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 114094 members 
Entering Unmasked Estep 
Score: -16517027.000000 Penalty: 3829.563721
	Iteration 18Q: 3 clusters Score -1.651703e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -16517279.000000 Penalty: 3829.563721
	Iteration 19Q: 3 clusters Score -1.651728e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
Score: -16517548.000000 Penalty: 3829.563721
	Iteration 20F: 3 clusters Score -1.651755e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 117003 members 
Entering Unmasked Estep 
Score: -16517697.000000 Penalty: 3829.563721
	Iteration 21Q: 3 clusters Score -1.65177e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -16517895.000000 Penalty: 3829.563721
	Iteration 22Q: 3 clusters Score -1.65179e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -16518001.000000 Penalty: 3829.563721
	Iteration 23Q: 3 clusters Score -1.6518e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 119340 members 
Entering Unmasked Estep 
Score: -16518161.000000 Penalty: 3829.563721
	Iteration 24Q: 3 clusters Score -1.651816e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -16518170.000000 Penalty: 3829.563721
	Iteration 25Q: 3 clusters Score -1.651817e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -16518309.000000 Penalty: 3829.563721
	Iteration 26Q: 3 clusters Score -1.651831e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 120998 members 
Entering Unmasked Estep 
Score: -16518395.000000 Penalty: 3829.563721
	Iteration 27Q: 3 clusters Score -1.65184e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -16518521.000000 Penalty: 3829.563721
	Iteration 28Q: 3 clusters Score -1.651852e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 121860 members 
Entering Unmasked Estep 
Score: -16518595.000000 Penalty: 3829.563721
	Iteration 29Q: 3 clusters Score -1.65186e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -16518641.000000 Penalty: 3829.563721
	Iteration 30Q: 3 clusters Score -1.651864e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -16518642.000000 Penalty: 3829.563721
	Iteration 31Q: 3 clusters Score -1.651864e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -16518652.000000 Penalty: 3829.563721
	Iteration 32Q: 3 clusters Score -1.651865e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -16518724.000000 Penalty: 3829.563721
	Iteration 33Q: 3 clusters Score -1.651872e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -16518751.000000 Penalty: 3829.563721
	Iteration 34Q: 3 clusters Score -1.651875e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -16518711.000000 Penalty: 3829.563721
	Iteration 35Q: 3 clusters Score -1.651871e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 123686 members 
Entering Unmasked Estep 
Score: -16518727.000000 Penalty: 3829.563721
	Iteration 36Q: 3 clusters Score -1.651873e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -16518744.000000 Penalty: 3829.563721
	Iteration 37Q: 3 clusters Score -1.651874e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -16518762.000000 Penalty: 3829.563721
	Iteration 38Q: 3 clusters Score -1.651876e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 124085 members 
Entering Unmasked Estep 
Score: -16518815.000000 Penalty: 3829.563721
	Iteration 39Q: 3 clusters Score -1.651882e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 124201 members 
Entering Unmasked Estep 
Score: -16518853.000000 Penalty: 3829.563721
	Iteration 40F: 3 clusters Score -1.651885e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 124308 members 
Entering Unmasked Estep 
Score: -16518891.000000 Penalty: 3829.563721
	Iteration 41Q: 3 clusters Score -1.651889e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -16518878.000000 Penalty: 3829.563721
	Iteration 42Q: 3 clusters Score -1.651888e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -16518902.000000 Penalty: 3829.563721
	Iteration 43Q: 3 clusters Score -1.65189e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -16518899.000000 Penalty: 3829.563721
	Iteration 44Q: 3 clusters Score -1.65189e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 124631 members 
Entering Unmasked Estep 
Score: -16518898.000000 Penalty: 3829.563721
	Iteration 45Q: 3 clusters Score -1.65189e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -16518903.000000 Penalty: 3829.563721
	Iteration 46Q: 3 clusters Score -1.65189e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -16518896.000000 Penalty: 3829.563721
	Iteration 47Q: 3 clusters Score -1.65189e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 124814 members 
Entering Unmasked Estep 
Score: -16518896.000000 Penalty: 3829.563721
	Iteration 48Q: 3 clusters Score -1.65189e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -16518898.000000 Penalty: 3829.563721
	Iteration 49Q: 3 clusters Score -1.65189e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 124903 members 
Entering Unmasked Estep 
Score: -16518908.000000 Penalty: 3829.563721
	Iteration 50Q: 3 clusters Score -1.651891e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 124946 members 
Entering Unmasked Estep 
Score: -16518899.000000 Penalty: 3829.563721
	Iteration 51Q: 3 clusters Score -1.65189e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -16518915.000000 Penalty: 3829.563721
	Iteration 52Q: 3 clusters Score -1.651892e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 125019 members 
Entering Unmasked Estep 
Score: -16518910.000000 Penalty: 3829.563721
	Iteration 53Q: 3 clusters Score -1.651891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 125043 members 
Entering Unmasked Estep 
Score: -16518928.000000 Penalty: 3829.563721
	Iteration 54Q: 3 clusters Score -1.651893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -16518918.000000 Penalty: 3829.563721
	Iteration 55Q: 3 clusters Score -1.651892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 125080 members 
Entering Unmasked Estep 
Score: -16518896.000000 Penalty: 3829.563721
	Iteration 56Q: 3 clusters Score -1.65189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -16518918.000000 Penalty: 3829.563721
	Iteration 57Q: 3 clusters Score -1.651892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 125113 members 
Entering Unmasked Estep 
Score: -16518911.000000 Penalty: 3829.563721
	Iteration 58Q: 3 clusters Score -1.651891e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 125132 members 
Entering Unmasked Estep 
Score: -16518926.000000 Penalty: 3829.563721
	Iteration 59Q: 3 clusters Score -1.651893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -16518933.000000 Penalty: 3829.563721
	Iteration 60F: 3 clusters Score -1.651893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 125166 members 
Entering Unmasked Estep 
Score: -16518940.000000 Penalty: 3829.563721
	Iteration 61Q: 3 clusters Score -1.651894e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 125184 members 
Entering Unmasked Estep 
Score: -16518949.000000 Penalty: 3829.563721
	Iteration 62Q: 3 clusters Score -1.651895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 125207 members 
Entering Unmasked Estep 
Score: -16518954.000000 Penalty: 3829.563721
	Iteration 63Q: 3 clusters Score -1.651895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -16518949.000000 Penalty: 3829.563721
	Iteration 64Q: 3 clusters Score -1.651895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 125253 members 
Entering Unmasked Estep 
Score: -16518961.000000 Penalty: 3829.563721
	Iteration 65Q: 3 clusters Score -1.651896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -16518973.000000 Penalty: 3829.563721
	Iteration 66Q: 3 clusters Score -1.651897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -16518973.000000 Penalty: 3829.563721
	Iteration 67Q: 3 clusters Score -1.651897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -16518980.000000 Penalty: 3829.563721
	Iteration 68Q: 3 clusters Score -1.651898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 125344 members 
Entering Unmasked Estep 
Score: -16518979.000000 Penalty: 3829.563721
	Iteration 69Q: 3 clusters Score -1.651898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -16518991.000000 Penalty: 3829.563721
	Iteration 70Q: 3 clusters Score -1.651899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -16518996.000000 Penalty: 3829.563721
	Iteration 71Q: 3 clusters Score -1.6519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 125413 members 
Entering Unmasked Estep 
Score: -16518995.000000 Penalty: 3829.563721
	Iteration 72Q: 3 clusters Score -1.6519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 125425 members 
Entering Unmasked Estep 
Score: -16519002.000000 Penalty: 3829.563721
	Iteration 73Q: 3 clusters Score -1.6519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -16519004.000000 Penalty: 3829.563721
	Iteration 74Q: 3 clusters Score -1.6519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 125439 members 
Entering Unmasked Estep 
Score: -16518998.000000 Penalty: 3829.563721
	Iteration 75Q: 3 clusters Score -1.6519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 125446 members 
Entering Unmasked Estep 
Score: -16518998.000000 Penalty: 3829.563721
	Iteration 76Q: 3 clusters Score -1.6519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 125453 members 
Entering Unmasked Estep 
Score: -16518983.000000 Penalty: 3829.563721
	Iteration 77Q: 3 clusters Score -1.651898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 125457 members 
Entering Unmasked Estep 
Score: -16518989.000000 Penalty: 3829.563721
	Iteration 78Q: 3 clusters Score -1.651899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -16518987.000000 Penalty: 3829.563721
	Iteration 79Q: 3 clusters Score -1.651899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -16518985.000000 Penalty: 3829.563721
	Iteration 80F: 3 clusters Score -1.651898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -16518984.000000 Penalty: 3829.563721
	Iteration 81Q: 3 clusters Score -1.651898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -16518981.000000 Penalty: 3829.563721
	Iteration 82Q: 3 clusters Score -1.651898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 125467 members 
Entering Unmasked Estep 
Score: -16518972.000000 Penalty: 3829.563721
	Iteration 83Q: 3 clusters Score -1.651897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -16518979.000000 Penalty: 3829.563721
	Iteration 84Q: 3 clusters Score -1.651898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -16518981.000000 Penalty: 3829.563721
	Iteration 85Q: 3 clusters Score -1.651898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -16518978.000000 Penalty: 3829.563721
	Iteration 86Q: 3 clusters Score -1.651898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 125475 members 
Entering Unmasked Estep 
Score: -16518988.000000 Penalty: 3829.563721
	Iteration 87Q: 3 clusters Score -1.651899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 125475 members 
Entering Unmasked Estep 
Score: -16518976.000000 Penalty: 3829.563721
	Iteration 88Q: 3 clusters Score -1.651898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 125475 members 
Entering Unmasked Estep 
Score: -16518988.000000 Penalty: 3829.563721
	Iteration 89Q: 3 clusters Score -1.651899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 125475 members 
Entering Unmasked Estep 
Score: -16519003.000000 Penalty: 3829.563721
	Iteration 90Q: 3 clusters Score -1.6519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -16518996.000000 Penalty: 3829.563721
	Iteration 91Q: 3 clusters Score -1.6519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -16518988.000000 Penalty: 3829.563721
	Iteration 92Q: 3 clusters Score -1.651899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 125488 members 
Entering Unmasked Estep 
Score: -16518992.000000 Penalty: 3829.563721
	Iteration 93Q: 3 clusters Score -1.651899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -16518995.000000 Penalty: 3829.563721
	Iteration 94Q: 3 clusters Score -1.6519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -16518993.000000 Penalty: 3829.563721
	Iteration 95Q: 3 clusters Score -1.651899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 125506 members 
Entering Unmasked Estep 
Score: -16518997.000000 Penalty: 3829.563721
	Iteration 96Q: 3 clusters Score -1.6519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -16519003.000000 Penalty: 3829.563721
	Iteration 97Q: 3 clusters Score -1.6519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -16519016.000000 Penalty: 3829.563721
	Iteration 98Q: 3 clusters Score -1.651902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 125513 members 
Entering Unmasked Estep 
Score: -16519026.000000 Penalty: 3829.563721
	Iteration 99Q: 3 clusters Score -1.651903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -16519033.000000 Penalty: 3829.563721
	Iteration 100F: 3 clusters Score -1.651903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 125526 members 
Entering Unmasked Estep 
Score: -16519021.000000 Penalty: 3829.563721
	Iteration 101Q: 3 clusters Score -1.651902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 125539 members 
Entering Unmasked Estep 
Score: -16519005.000000 Penalty: 3829.563721
	Iteration 102Q: 3 clusters Score -1.6519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -16519009.000000 Penalty: 3829.563721
	Iteration 103Q: 3 clusters Score -1.651901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -16519004.000000 Penalty: 3829.563721
	Iteration 104Q: 3 clusters Score -1.6519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -16519011.000000 Penalty: 3829.563721
	Iteration 105Q: 3 clusters Score -1.651901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -16519010.000000 Penalty: 3829.563721
	Iteration 106Q: 3 clusters Score -1.651901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 125569 members 
Entering Unmasked Estep 
Score: -16519000.000000 Penalty: 3829.563721
	Iteration 107Q: 3 clusters Score -1.6519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -16519010.000000 Penalty: 3829.563721
	Iteration 108Q: 3 clusters Score -1.651901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -16519010.000000 Penalty: 3829.563721
	Iteration 109F: 3 clusters Score -1.651901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 49135 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Entering Unmasked Estep 
Score: -141517440.000000 Penalty: 52179.304688
Splitting cluster 8 changes total score from -141514032.000000 to -141517440.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -49991.050781 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -49991.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -48976.863281 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -48976.86 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50266.515625 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -50266.52 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51634.089844 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -51634.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52160.687500 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -52160.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52624.148438 Penalty: 2152.821289
	Iteration 4F: 3 clusters Score -52624.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52986.484375 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -52986.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53249.320312 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -53249.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53322.644531 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -53322.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53354.941406 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -53354.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53375.417969 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -53375.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53404.664062 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -53404.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53427.472656 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -53427.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53439.527344 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -53439.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53443.562500 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -53443.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53448.410156 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -53448.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53448.410156 Penalty: 2152.821289
	Iteration 15F: 3 clusters Score -53448.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 49135 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Entering Unmasked Estep 
Score: -141519744.000000 Penalty: 54447.968750
Splitting cluster 9 changes total score from -141514032.000000 to -141519744.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (49135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Entering Unmasked Estep 
Score: -5946349.500000 Penalty: 1755.378174
	Iteration 0F: 2 clusters Score -5946350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -5913786.000000 Penalty: 3510.756348
	Iteration 0F: 3 clusters Score -5913786 nChanged 23099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -5928843.500000 Penalty: 3510.756348
	Iteration 1F: 3 clusters Score -5928844 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5932286.000000 Penalty: 3510.756348
	Iteration 2F: 3 clusters Score -5932286 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5936473.500000 Penalty: 3510.756348
	Iteration 3F: 3 clusters Score -5936474 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -5940781.000000 Penalty: 3510.756348
	Iteration 4F: 3 clusters Score -5940781 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5944198.500000 Penalty: 3510.756348
	Iteration 5F: 3 clusters Score -5944198 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5946506.500000 Penalty: 3510.756348
	Iteration 6F: 3 clusters Score -5946506 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -5947917.500000 Penalty: 3510.756348
	Iteration 7Q: 3 clusters Score -5947918 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5948500.500000 Penalty: 3510.756348
	Iteration 8Q: 3 clusters Score -5948500 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -5948792.500000 Penalty: 3510.756348
	Iteration 9Q: 3 clusters Score -5948792 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5948912.500000 Penalty: 3510.756348
	Iteration 10Q: 3 clusters Score -5948912 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -5948951.500000 Penalty: 3510.756348
	Iteration 11Q: 3 clusters Score -5948952 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5948985.500000 Penalty: 3510.756348
	Iteration 12Q: 3 clusters Score -5948986 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -5948997.500000 Penalty: 3510.756348
	Iteration 13Q: 3 clusters Score -5948998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -5949017.000000 Penalty: 3510.756348
	Iteration 14Q: 3 clusters Score -5949017 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -5949048.000000 Penalty: 3510.756348
	Iteration 15Q: 3 clusters Score -5949048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -5949056.000000 Penalty: 3510.756348
	Iteration 16Q: 3 clusters Score -5949056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -5949063.000000 Penalty: 3510.756348
	Iteration 17Q: 3 clusters Score -5949063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -5949065.500000 Penalty: 3510.756348
	Iteration 18Q: 3 clusters Score -5949066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -5949071.500000 Penalty: 3510.756348
	Iteration 19Q: 3 clusters Score -5949072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -5949070.000000 Penalty: 3510.756348
	Iteration 20F: 3 clusters Score -5949070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -5949065.500000 Penalty: 3510.756348
	Iteration 21Q: 3 clusters Score -5949066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -5949066.000000 Penalty: 3510.756348
	Iteration 22Q: 3 clusters Score -5949066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5949069.500000 Penalty: 3510.756348
	Iteration 23Q: 3 clusters Score -5949070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -5949070.000000 Penalty: 3510.756348
	Iteration 24Q: 3 clusters Score -5949070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -5949072.000000 Penalty: 3510.756348
	Iteration 25Q: 3 clusters Score -5949072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -5949072.000000 Penalty: 3510.756348
	Iteration 26F: 3 clusters Score -5949072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Entering Unmasked Estep 
Score: -141521520.000000 Penalty: 56716.632812
Splitting cluster 10 changes total score from -141514032.000000 to -141521520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -62762.894531 Penalty: 1122.997070
	Iteration 0F: 2 clusters Score -62762.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -61862.300781 Penalty: 2245.994141
	Iteration 0F: 3 clusters Score -61862.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64122.535156 Penalty: 2245.994141
	Iteration 1F: 3 clusters Score -64122.54 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65696.867188 Penalty: 2245.994141
	Iteration 2F: 3 clusters Score -65696.87 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66571.257812 Penalty: 2245.994141
	Iteration 3F: 3 clusters Score -66571.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67053.250000 Penalty: 2245.994141
	Iteration 4F: 3 clusters Score -67053.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67402.335938 Penalty: 2245.994141
	Iteration 5Q: 3 clusters Score -67402.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67676.031250 Penalty: 2245.994141
	Iteration 6Q: 3 clusters Score -67676.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -67977.671875 Penalty: 2245.994141
	Iteration 7Q: 3 clusters Score -67977.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68317.984375 Penalty: 2245.994141
	Iteration 8Q: 3 clusters Score -68317.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -68490.500000 Penalty: 2245.994141
	Iteration 9Q: 3 clusters Score -68490.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -68644.359375 Penalty: 2245.994141
	Iteration 10Q: 3 clusters Score -68644.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68713.953125 Penalty: 2245.994141
	Iteration 11Q: 3 clusters Score -68713.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68725.953125 Penalty: 2245.994141
	Iteration 12Q: 3 clusters Score -68725.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -68753.671875 Penalty: 2245.994141
	Iteration 13Q: 3 clusters Score -68753.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68760.734375 Penalty: 2245.994141
	Iteration 14Q: 3 clusters Score -68760.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -68769.039062 Penalty: 2245.994141
	Iteration 15Q: 3 clusters Score -68769.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -68774.484375 Penalty: 2245.994141
	Iteration 16Q: 3 clusters Score -68774.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -68779.500000 Penalty: 2245.994141
	Iteration 17Q: 3 clusters Score -68779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -68816.695312 Penalty: 2245.994141
	Iteration 18F: 3 clusters Score -68816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -68887.335938 Penalty: 2245.994141
	Iteration 19Q: 3 clusters Score -68887.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -68922.195312 Penalty: 2245.994141
	Iteration 20F: 3 clusters Score -68922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68954.101562 Penalty: 2245.994141
	Iteration 21Q: 3 clusters Score -68954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68961.789062 Penalty: 2245.994141
	Iteration 22Q: 3 clusters Score -68961.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68970.070312 Penalty: 2245.994141
	Iteration 23Q: 3 clusters Score -68970.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -68977.742188 Penalty: 2245.994141
	Iteration 24Q: 3 clusters Score -68977.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -69006.109375 Penalty: 2245.994141
	Iteration 25Q: 3 clusters Score -69006.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -69041.023438 Penalty: 2245.994141
	Iteration 26Q: 3 clusters Score -69041.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -69072.054688 Penalty: 2245.994141
	Iteration 27Q: 3 clusters Score -69072.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69087.812500 Penalty: 2245.994141
	Iteration 28Q: 3 clusters Score -69087.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69112.906250 Penalty: 2245.994141
	Iteration 29Q: 3 clusters Score -69112.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -69141.687500 Penalty: 2245.994141
	Iteration 30Q: 3 clusters Score -69141.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69201.398438 Penalty: 2245.994141
	Iteration 31Q: 3 clusters Score -69201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69224.898438 Penalty: 2245.994141
	Iteration 32Q: 3 clusters Score -69224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -69235.773438 Penalty: 2245.994141
	Iteration 33Q: 3 clusters Score -69235.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69267.718750 Penalty: 2245.994141
	Iteration 34Q: 3 clusters Score -69267.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69300.062500 Penalty: 2245.994141
	Iteration 35Q: 3 clusters Score -69300.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69413.554688 Penalty: 2245.994141
	Iteration 36Q: 3 clusters Score -69413.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69421.203125 Penalty: 2245.994141
	Iteration 37Q: 3 clusters Score -69421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69423.601562 Penalty: 2245.994141
	Iteration 38Q: 3 clusters Score -69423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69423.601562 Penalty: 2245.994141
	Iteration 39F: 3 clusters Score -69423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Entering Unmasked Estep 
Score: -141527104.000000 Penalty: 58985.300781
Splitting cluster 11 changes total score from -141514032.000000 to -141527104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (72727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Entering Unmasked Estep 
Score: -9021510.000000 Penalty: 1819.100952
	Iteration 0F: 2 clusters Score -9021510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8972689.000000 Penalty: 3638.201904
	Iteration 0F: 3 clusters Score -8972689 nChanged 34782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -8993125.000000 Penalty: 3638.201904
	Iteration 1F: 3 clusters Score -8993125 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -8995393.000000 Penalty: 3638.201904
	Iteration 2F: 3 clusters Score -8995393 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -8999319.000000 Penalty: 3638.201904
	Iteration 3F: 3 clusters Score -8999319 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -9004459.000000 Penalty: 3638.201904
	Iteration 4F: 3 clusters Score -9004459 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -9010116.000000 Penalty: 3638.201904
	Iteration 5F: 3 clusters Score -9010116 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -9014940.000000 Penalty: 3638.201904
	Iteration 6F: 3 clusters Score -9014940 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -9018611.000000 Penalty: 3638.201904
	Iteration 7Q: 3 clusters Score -9018611 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -9021070.000000 Penalty: 3638.201904
	Iteration 8Q: 3 clusters Score -9021070 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -9021986.000000 Penalty: 3638.201904
	Iteration 9Q: 3 clusters Score -9021986 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -9022462.000000 Penalty: 3638.201904
	Iteration 10Q: 3 clusters Score -9022462 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -9022694.000000 Penalty: 3638.201904
	Iteration 11Q: 3 clusters Score -9022694 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -9022902.000000 Penalty: 3638.201904
	Iteration 12Q: 3 clusters Score -9022902 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -9023064.000000 Penalty: 3638.201904
	Iteration 13Q: 3 clusters Score -9023064 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -9023123.000000 Penalty: 3638.201904
	Iteration 14Q: 3 clusters Score -9023123 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -9023173.000000 Penalty: 3638.201904
	Iteration 15Q: 3 clusters Score -9023173 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -9023230.000000 Penalty: 3638.201904
	Iteration 16Q: 3 clusters Score -9023230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -9023241.000000 Penalty: 3638.201904
	Iteration 17Q: 3 clusters Score -9023241 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -9023259.000000 Penalty: 3638.201904
	Iteration 18Q: 3 clusters Score -9023259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -9023240.000000 Penalty: 3638.201904
	Iteration 19Q: 3 clusters Score -9023240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -9023256.000000 Penalty: 3638.201904
	Iteration 20F: 3 clusters Score -9023256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -9023259.000000 Penalty: 3638.201904
	Iteration 21Q: 3 clusters Score -9023259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -9023261.000000 Penalty: 3638.201904
	Iteration 22Q: 3 clusters Score -9023261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -9023253.000000 Penalty: 3638.201904
	Iteration 23Q: 3 clusters Score -9023253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -9023249.000000 Penalty: 3638.201904
	Iteration 24Q: 3 clusters Score -9023249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -9023270.000000 Penalty: 3638.201904
	Iteration 25Q: 3 clusters Score -9023270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9023276.000000 Penalty: 3638.201904
	Iteration 26Q: 3 clusters Score -9023276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9023277.000000 Penalty: 3638.201904
	Iteration 27Q: 3 clusters Score -9023277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -9023273.000000 Penalty: 3638.201904
	Iteration 28Q: 3 clusters Score -9023273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -9023268.000000 Penalty: 3638.201904
	Iteration 29Q: 3 clusters Score -9023268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -9023266.000000 Penalty: 3638.201904
	Iteration 30Q: 3 clusters Score -9023266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -9023281.000000 Penalty: 3638.201904
	Iteration 31Q: 3 clusters Score -9023281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -9023275.000000 Penalty: 3638.201904
	Iteration 32Q: 3 clusters Score -9023275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -9023280.000000 Penalty: 3638.201904
	Iteration 33Q: 3 clusters Score -9023280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -9023280.000000 Penalty: 3638.201904
	Iteration 34Q: 3 clusters Score -9023280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -9023276.000000 Penalty: 3638.201904
	Iteration 35Q: 3 clusters Score -9023276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -9023278.000000 Penalty: 3638.201904
	Iteration 36Q: 3 clusters Score -9023278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -9023279.000000 Penalty: 3638.201904
	Iteration 37Q: 3 clusters Score -9023279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -9023278.000000 Penalty: 3638.201904
	Iteration 38Q: 3 clusters Score -9023278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -9023276.000000 Penalty: 3638.201904
	Iteration 39Q: 3 clusters Score -9023276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -9023277.000000 Penalty: 3638.201904
	Iteration 40F: 3 clusters Score -9023277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -9023275.000000 Penalty: 3638.201904
	Iteration 41Q: 3 clusters Score -9023275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -9023288.000000 Penalty: 3638.201904
	Iteration 42Q: 3 clusters Score -9023288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -9023288.000000 Penalty: 3638.201904
	Iteration 43F: 3 clusters Score -9023288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 68259 members 
Entering Unmasked Estep 
Score: -141528464.000000 Penalty: 61253.964844
Splitting cluster 12 changes total score from -141514032.000000 to -141528464.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (33275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Entering Unmasked Estep 
Score: -4043348.500000 Penalty: 1692.041260
	Iteration 0F: 2 clusters Score -4043348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4021034.000000 Penalty: 3384.082520
	Iteration 0F: 3 clusters Score -4021034 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4029751.000000 Penalty: 3384.082520
	Iteration 1F: 3 clusters Score -4029751 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4030302.250000 Penalty: 3384.082520
	Iteration 2Q: 3 clusters Score -4030302 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4030893.000000 Penalty: 3384.082520
	Iteration 3Q: 3 clusters Score -4030893 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4031528.000000 Penalty: 3384.082520
	Iteration 4Q: 3 clusters Score -4031528 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4032213.000000 Penalty: 3384.082520
	Iteration 5Q: 3 clusters Score -4032213 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4032931.000000 Penalty: 3384.082520
	Iteration 6Q: 3 clusters Score -4032931 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4033703.750000 Penalty: 3384.082520
	Iteration 7Q: 3 clusters Score -4033704 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4034437.500000 Penalty: 3384.082520
	Iteration 8Q: 3 clusters Score -4034438 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4035127.750000 Penalty: 3384.082520
	Iteration 9Q: 3 clusters Score -4035128 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4035828.750000 Penalty: 3384.082520
	Iteration 10Q: 3 clusters Score -4035829 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4036557.750000 Penalty: 3384.082520
	Iteration 11Q: 3 clusters Score -4036558 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -4037293.250000 Penalty: 3384.082520
	Iteration 12Q: 3 clusters Score -4037293 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -4038098.250000 Penalty: 3384.082520
	Iteration 13Q: 3 clusters Score -4038098 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -4038894.750000 Penalty: 3384.082520
	Iteration 14Q: 3 clusters Score -4038895 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4039654.000000 Penalty: 3384.082520
	Iteration 15Q: 3 clusters Score -4039654 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4040324.250000 Penalty: 3384.082520
	Iteration 16Q: 3 clusters Score -4040324 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4040824.750000 Penalty: 3384.082520
	Iteration 17Q: 3 clusters Score -4040825 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4041202.750000 Penalty: 3384.082520
	Iteration 18Q: 3 clusters Score -4041203 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4041430.750000 Penalty: 3384.082520
	Iteration 19Q: 3 clusters Score -4041431 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4041578.250000 Penalty: 3384.082520
	Iteration 20F: 3 clusters Score -4041578 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4041665.500000 Penalty: 3384.082520
	Iteration 21Q: 3 clusters Score -4041666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4041727.000000 Penalty: 3384.082520
	Iteration 22Q: 3 clusters Score -4041727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4041770.750000 Penalty: 3384.082520
	Iteration 23Q: 3 clusters Score -4041771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4041802.250000 Penalty: 3384.082520
	Iteration 24Q: 3 clusters Score -4041802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -4041838.750000 Penalty: 3384.082520
	Iteration 25Q: 3 clusters Score -4041839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4041859.000000 Penalty: 3384.082520
	Iteration 26Q: 3 clusters Score -4041859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4041872.000000 Penalty: 3384.082520
	Iteration 27Q: 3 clusters Score -4041872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4041900.750000 Penalty: 3384.082520
	Iteration 28Q: 3 clusters Score -4041901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4041911.750000 Penalty: 3384.082520
	Iteration 29Q: 3 clusters Score -4041912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4041929.000000 Penalty: 3384.082520
	Iteration 30Q: 3 clusters Score -4041929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4041934.750000 Penalty: 3384.082520
	Iteration 31Q: 3 clusters Score -4041935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -4041944.250000 Penalty: 3384.082520
	Iteration 32Q: 3 clusters Score -4041944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4041954.500000 Penalty: 3384.082520
	Iteration 33Q: 3 clusters Score -4041954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4041974.000000 Penalty: 3384.082520
	Iteration 34Q: 3 clusters Score -4041974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4041996.500000 Penalty: 3384.082520
	Iteration 35Q: 3 clusters Score -4041996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4042026.500000 Penalty: 3384.082520
	Iteration 36Q: 3 clusters Score -4042026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4042070.250000 Penalty: 3384.082520
	Iteration 37Q: 3 clusters Score -4042070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4042105.250000 Penalty: 3384.082520
	Iteration 38Q: 3 clusters Score -4042105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4042136.000000 Penalty: 3384.082520
	Iteration 39Q: 3 clusters Score -4042136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -4042155.250000 Penalty: 3384.082520
	Iteration 40F: 3 clusters Score -4042155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4042179.000000 Penalty: 3384.082520
	Iteration 41Q: 3 clusters Score -4042179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4042197.250000 Penalty: 3384.082520
	Iteration 42Q: 3 clusters Score -4042197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4042221.500000 Penalty: 3384.082520
	Iteration 43Q: 3 clusters Score -4042222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4042231.000000 Penalty: 3384.082520
	Iteration 44Q: 3 clusters Score -4042231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4042238.000000 Penalty: 3384.082520
	Iteration 45Q: 3 clusters Score -4042238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4042242.000000 Penalty: 3384.082520
	Iteration 46Q: 3 clusters Score -4042242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4042252.750000 Penalty: 3384.082520
	Iteration 47Q: 3 clusters Score -4042253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4042260.500000 Penalty: 3384.082520
	Iteration 48Q: 3 clusters Score -4042260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4042266.500000 Penalty: 3384.082520
	Iteration 49Q: 3 clusters Score -4042266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4042278.000000 Penalty: 3384.082520
	Iteration 50Q: 3 clusters Score -4042278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4042281.250000 Penalty: 3384.082520
	Iteration 51Q: 3 clusters Score -4042281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4042280.500000 Penalty: 3384.082520
	Iteration 52Q: 3 clusters Score -4042280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4042285.250000 Penalty: 3384.082520
	Iteration 53Q: 3 clusters Score -4042285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4042287.000000 Penalty: 3384.082520
	Iteration 54Q: 3 clusters Score -4042287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4042285.750000 Penalty: 3384.082520
	Iteration 55Q: 3 clusters Score -4042286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4042285.750000 Penalty: 3384.082520
	Iteration 56F: 3 clusters Score -4042286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Entering Unmasked Estep 
Score: -2649356.000000 Penalty: 1631.256104
	Iteration 0F: 2 clusters Score -2649356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2633762.500000 Penalty: 3262.512207
	Iteration 0F: 3 clusters Score -2633762 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2640404.000000 Penalty: 3262.512207
	Iteration 1F: 3 clusters Score -2640404 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2641965.500000 Penalty: 3262.512207
	Iteration 2F: 3 clusters Score -2641966 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2644207.000000 Penalty: 3262.512207
	Iteration 3F: 3 clusters Score -2644207 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2646636.250000 Penalty: 3262.512207
	Iteration 4F: 3 clusters Score -2646636 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2648387.750000 Penalty: 3262.512207
	Iteration 5F: 3 clusters Score -2648388 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2649393.500000 Penalty: 3262.512207
	Iteration 6F: 3 clusters Score -2649394 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2649995.000000 Penalty: 3262.512207
	Iteration 7Q: 3 clusters Score -2649995 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2650401.250000 Penalty: 3262.512207
	Iteration 8Q: 3 clusters Score -2650401 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2650706.000000 Penalty: 3262.512207
	Iteration 9Q: 3 clusters Score -2650706 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2650940.250000 Penalty: 3262.512207
	Iteration 10Q: 3 clusters Score -2650940 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2651113.750000 Penalty: 3262.512207
	Iteration 11Q: 3 clusters Score -2651114 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2651268.750000 Penalty: 3262.512207
	Iteration 12Q: 3 clusters Score -2651269 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2651410.500000 Penalty: 3262.512207
	Iteration 13Q: 3 clusters Score -2651410 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2651547.000000 Penalty: 3262.512207
	Iteration 14Q: 3 clusters Score -2651547 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2651660.500000 Penalty: 3262.512207
	Iteration 15Q: 3 clusters Score -2651660 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2651748.000000 Penalty: 3262.512207
	Iteration 16Q: 3 clusters Score -2651748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2651839.750000 Penalty: 3262.512207
	Iteration 17Q: 3 clusters Score -2651840 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2651911.500000 Penalty: 3262.512207
	Iteration 18Q: 3 clusters Score -2651912 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2651992.000000 Penalty: 3262.512207
	Iteration 19Q: 3 clusters Score -2651992 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2652046.500000 Penalty: 3262.512207
	Iteration 20F: 3 clusters Score -2652046 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2652123.750000 Penalty: 3262.512207
	Iteration 21Q: 3 clusters Score -2652124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2652198.000000 Penalty: 3262.512207
	Iteration 22Q: 3 clusters Score -2652198 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2652267.750000 Penalty: 3262.512207
	Iteration 23Q: 3 clusters Score -2652268 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2652341.500000 Penalty: 3262.512207
	Iteration 24Q: 3 clusters Score -2652342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2652393.000000 Penalty: 3262.512207
	Iteration 25Q: 3 clusters Score -2652393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2652424.000000 Penalty: 3262.512207
	Iteration 26Q: 3 clusters Score -2652424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2652445.250000 Penalty: 3262.512207
	Iteration 27Q: 3 clusters Score -2652445 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2652459.000000 Penalty: 3262.512207
	Iteration 28Q: 3 clusters Score -2652459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2652477.500000 Penalty: 3262.512207
	Iteration 29Q: 3 clusters Score -2652478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2652497.000000 Penalty: 3262.512207
	Iteration 30Q: 3 clusters Score -2652497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2652502.000000 Penalty: 3262.512207
	Iteration 31Q: 3 clusters Score -2652502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2652509.500000 Penalty: 3262.512207
	Iteration 32Q: 3 clusters Score -2652510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2652513.250000 Penalty: 3262.512207
	Iteration 33Q: 3 clusters Score -2652513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2652519.750000 Penalty: 3262.512207
	Iteration 34Q: 3 clusters Score -2652520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2652533.250000 Penalty: 3262.512207
	Iteration 35Q: 3 clusters Score -2652533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2652545.250000 Penalty: 3262.512207
	Iteration 36Q: 3 clusters Score -2652545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2652546.750000 Penalty: 3262.512207
	Iteration 37Q: 3 clusters Score -2652547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2652545.000000 Penalty: 3262.512207
	Iteration 38Q: 3 clusters Score -2652545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2652540.250000 Penalty: 3262.512207
	Iteration 39Q: 3 clusters Score -2652540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2652543.500000 Penalty: 3262.512207
	Iteration 40F: 3 clusters Score -2652544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2652545.750000 Penalty: 3262.512207
	Iteration 41Q: 3 clusters Score -2652546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2652541.750000 Penalty: 3262.512207
	Iteration 42Q: 3 clusters Score -2652542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2652541.750000 Penalty: 3262.512207
	Iteration 43F: 3 clusters Score -2652542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 68259 members 
Mstep: Class 28 contains 19624 members 
Entering Unmasked Estep 
Score: -141530928.000000 Penalty: 63522.628906
Splitting cluster 14 changes total score from -141514032.000000 to -141530928.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -539522.500000 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -539522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -535821.750000 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -535821.8 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -536932.812500 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -536932.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -537214.875000 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -537214.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -537481.437500 Penalty: 2736.435303
	Iteration 3F: 3 clusters Score -537481.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -537733.000000 Penalty: 2736.435303
	Iteration 4F: 3 clusters Score -537733 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -537995.812500 Penalty: 2736.435303
	Iteration 5F: 3 clusters Score -537995.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -538309.812500 Penalty: 2736.435303
	Iteration 6F: 3 clusters Score -538309.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -538582.812500 Penalty: 2736.435303
	Iteration 7F: 3 clusters Score -538582.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -538818.125000 Penalty: 2736.435303
	Iteration 8F: 3 clusters Score -538818.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -539039.187500 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -539039.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -539234.687500 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -539234.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -539328.375000 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -539328.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -539371.062500 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -539371.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -539399.250000 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -539399.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -539415.250000 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -539415.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -539429.687500 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -539429.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -539438.937500 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -539438.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -539443.750000 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -539443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -539447.062500 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -539447.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -539452.125000 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -539452.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -539456.125000 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -539456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -539459.125000 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -539459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -539463.625000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -539463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -539468.937500 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -539468.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -539474.937500 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -539474.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -539483.062500 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -539483.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -539490.187500 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -539490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -539497.187500 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -539497.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -539499.250000 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -539499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -539503.375000 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -539503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -539504.187500 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -539504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -539504.562500 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -539504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -539506.187500 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -539506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -539505.687500 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -539505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -539506.562500 Penalty: 2736.435303
	Iteration 34Q: 3 clusters Score -539506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -539507.687500 Penalty: 2736.435303
	Iteration 35Q: 3 clusters Score -539507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -539508.500000 Penalty: 2736.435303
	Iteration 36Q: 3 clusters Score -539508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -539509.000000 Penalty: 2736.435303
	Iteration 37Q: 3 clusters Score -539509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -539508.750000 Penalty: 2736.435303
	Iteration 38Q: 3 clusters Score -539508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -539510.812500 Penalty: 2736.435303
	Iteration 39Q: 3 clusters Score -539510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -539515.312500 Penalty: 2736.435303
	Iteration 40F: 3 clusters Score -539515.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -539520.250000 Penalty: 2736.435303
	Iteration 41Q: 3 clusters Score -539520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -539524.375000 Penalty: 2736.435303
	Iteration 42Q: 3 clusters Score -539524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -539534.375000 Penalty: 2736.435303
	Iteration 43Q: 3 clusters Score -539534.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -539552.687500 Penalty: 2736.435303
	Iteration 44Q: 3 clusters Score -539552.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -539583.125000 Penalty: 2736.435303
	Iteration 45Q: 3 clusters Score -539583.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -539624.812500 Penalty: 2736.435303
	Iteration 46Q: 3 clusters Score -539624.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -539658.375000 Penalty: 2736.435303
	Iteration 47Q: 3 clusters Score -539658.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -539679.312500 Penalty: 2736.435303
	Iteration 48Q: 3 clusters Score -539679.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -539696.250000 Penalty: 2736.435303
	Iteration 49Q: 3 clusters Score -539696.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -539703.062500 Penalty: 2736.435303
	Iteration 50Q: 3 clusters Score -539703.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -539709.562500 Penalty: 2736.435303
	Iteration 51Q: 3 clusters Score -539709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -539714.625000 Penalty: 2736.435303
	Iteration 52Q: 3 clusters Score -539714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -539714.062500 Penalty: 2736.435303
	Iteration 53Q: 3 clusters Score -539714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -539714.937500 Penalty: 2736.435303
	Iteration 54Q: 3 clusters Score -539714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -539716.000000 Penalty: 2736.435303
	Iteration 55Q: 3 clusters Score -539716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -539717.125000 Penalty: 2736.435303
	Iteration 56Q: 3 clusters Score -539717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -539718.625000 Penalty: 2736.435303
	Iteration 57Q: 3 clusters Score -539718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -539718.625000 Penalty: 2736.435303
	Iteration 58F: 3 clusters Score -539718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 136696 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 68259 members 
Mstep: Class 28 contains 19624 members 
Mstep: Class 29 contains 1947 members 
Entering Unmasked Estep 
Score: -141530320.000000 Penalty: 65791.296875
Splitting cluster 15 changes total score from -141514032.000000 to -141530320.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (136696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136696 members 
Entering Unmasked Estep 
Score: -17166764.000000 Penalty: 1921.646118
	Iteration 0F: 2 clusters Score -1.716676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -17086236.000000 Penalty: 3843.292236
	Iteration 0F: 3 clusters Score -1.708624e+07 nChanged 65860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -17126586.000000 Penalty: 3843.292236
	Iteration 1F: 3 clusters Score -1.712659e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -17128740.000000 Penalty: 3843.292236
	Iteration 2Q: 3 clusters Score -1.712874e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -17132328.000000 Penalty: 3843.292236
	Iteration 3Q: 3 clusters Score -1.713233e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -17137722.000000 Penalty: 3843.292236
	Iteration 4F: 3 clusters Score -1.713772e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -17144430.000000 Penalty: 3843.292236
	Iteration 5F: 3 clusters Score -1.714443e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -17151950.000000 Penalty: 3843.292236
	Iteration 6F: 3 clusters Score -1.715195e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -17158514.000000 Penalty: 3843.292236
	Iteration 7F: 3 clusters Score -1.715851e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -17162682.000000 Penalty: 3843.292236
	Iteration 8F: 3 clusters Score -1.716268e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -17164994.000000 Penalty: 3843.292236
	Iteration 9Q: 3 clusters Score -1.716499e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -17166360.000000 Penalty: 3843.292236
	Iteration 10Q: 3 clusters Score -1.716636e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -17167462.000000 Penalty: 3843.292236
	Iteration 11Q: 3 clusters Score -1.716746e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -17168474.000000 Penalty: 3843.292236
	Iteration 12Q: 3 clusters Score -1.716847e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -17169390.000000 Penalty: 3843.292236
	Iteration 13Q: 3 clusters Score -1.716939e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -17169998.000000 Penalty: 3843.292236
	Iteration 14Q: 3 clusters Score -1.717e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -17170584.000000 Penalty: 3843.292236
	Iteration 15Q: 3 clusters Score -1.717058e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -17170854.000000 Penalty: 3843.292236
	Iteration 16Q: 3 clusters Score -1.717085e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -17170968.000000 Penalty: 3843.292236
	Iteration 17Q: 3 clusters Score -1.717097e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -17171224.000000 Penalty: 3843.292236
	Iteration 18Q: 3 clusters Score -1.717122e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -17171190.000000 Penalty: 3843.292236
	Iteration 19Q: 3 clusters Score -1.717119e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -17171088.000000 Penalty: 3843.292236
	Iteration 20F: 3 clusters Score -1.717109e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122815 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -17171106.000000 Penalty: 3843.292236
	Iteration 21Q: 3 clusters Score -1.717111e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124197 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -17170878.000000 Penalty: 3843.292236
	Iteration 22Q: 3 clusters Score -1.717088e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125303 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -17170576.000000 Penalty: 3843.292236
	Iteration 23Q: 3 clusters Score -1.717058e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126305 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -17170436.000000 Penalty: 3843.292236
	Iteration 24Q: 3 clusters Score -1.717044e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -17170238.000000 Penalty: 3843.292236
	Iteration 25Q: 3 clusters Score -1.717024e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -17169948.000000 Penalty: 3843.292236
	Iteration 26Q: 3 clusters Score -1.716995e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128666 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -17169844.000000 Penalty: 3843.292236
	Iteration 27Q: 3 clusters Score -1.716984e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -17169776.000000 Penalty: 3843.292236
	Iteration 28Q: 3 clusters Score -1.716978e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129617 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -17169668.000000 Penalty: 3843.292236
	Iteration 29Q: 3 clusters Score -1.716967e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -17169614.000000 Penalty: 3843.292236
	Iteration 30Q: 3 clusters Score -1.716961e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130327 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -17169452.000000 Penalty: 3843.292236
	Iteration 31Q: 3 clusters Score -1.716945e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130620 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -17169390.000000 Penalty: 3843.292236
	Iteration 32Q: 3 clusters Score -1.716939e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -17169352.000000 Penalty: 3843.292236
	Iteration 33Q: 3 clusters Score -1.716935e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131059 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -17169290.000000 Penalty: 3843.292236
	Iteration 34Q: 3 clusters Score -1.716929e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -17169250.000000 Penalty: 3843.292236
	Iteration 35Q: 3 clusters Score -1.716925e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -17169206.000000 Penalty: 3843.292236
	Iteration 36Q: 3 clusters Score -1.716921e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131451 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -17169142.000000 Penalty: 3843.292236
	Iteration 37Q: 3 clusters Score -1.716914e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131555 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -17169114.000000 Penalty: 3843.292236
	Iteration 38Q: 3 clusters Score -1.716911e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131648 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -17169086.000000 Penalty: 3843.292236
	Iteration 39Q: 3 clusters Score -1.716909e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131732 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -17169036.000000 Penalty: 3843.292236
	Iteration 40F: 3 clusters Score -1.716904e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131809 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -17168998.000000 Penalty: 3843.292236
	Iteration 41Q: 3 clusters Score -1.7169e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131879 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -17168984.000000 Penalty: 3843.292236
	Iteration 42Q: 3 clusters Score -1.716898e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -17168962.000000 Penalty: 3843.292236
	Iteration 43Q: 3 clusters Score -1.716896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131992 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -17168922.000000 Penalty: 3843.292236
	Iteration 44Q: 3 clusters Score -1.716892e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132035 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -17168906.000000 Penalty: 3843.292236
	Iteration 45Q: 3 clusters Score -1.716891e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132067 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -17168910.000000 Penalty: 3843.292236
	Iteration 46Q: 3 clusters Score -1.716891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132091 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -17168878.000000 Penalty: 3843.292236
	Iteration 47Q: 3 clusters Score -1.716888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -17168864.000000 Penalty: 3843.292236
	Iteration 48Q: 3 clusters Score -1.716886e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132135 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -17168866.000000 Penalty: 3843.292236
	Iteration 49Q: 3 clusters Score -1.716887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -17168848.000000 Penalty: 3843.292236
	Iteration 50Q: 3 clusters Score -1.716885e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132197 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -17168840.000000 Penalty: 3843.292236
	Iteration 51Q: 3 clusters Score -1.716884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132226 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -17168828.000000 Penalty: 3843.292236
	Iteration 52Q: 3 clusters Score -1.716883e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132243 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -17168814.000000 Penalty: 3843.292236
	Iteration 53Q: 3 clusters Score -1.716881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132267 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -17168784.000000 Penalty: 3843.292236
	Iteration 54Q: 3 clusters Score -1.716878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132275 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -17168786.000000 Penalty: 3843.292236
	Iteration 55Q: 3 clusters Score -1.716879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132285 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -17168768.000000 Penalty: 3843.292236
	Iteration 56Q: 3 clusters Score -1.716877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132292 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -17168758.000000 Penalty: 3843.292236
	Iteration 57Q: 3 clusters Score -1.716876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132302 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -17168758.000000 Penalty: 3843.292236
	Iteration 58Q: 3 clusters Score -1.716876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -17168748.000000 Penalty: 3843.292236
	Iteration 59Q: 3 clusters Score -1.716875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132315 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -17168738.000000 Penalty: 3843.292236
	Iteration 60F: 3 clusters Score -1.716874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -17168736.000000 Penalty: 3843.292236
	Iteration 61Q: 3 clusters Score -1.716874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132317 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -17168736.000000 Penalty: 3843.292236
	Iteration 62Q: 3 clusters Score -1.716874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132321 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -17168736.000000 Penalty: 3843.292236
	Iteration 63Q: 3 clusters Score -1.716874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -17168732.000000 Penalty: 3843.292236
	Iteration 64Q: 3 clusters Score -1.716873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -17168728.000000 Penalty: 3843.292236
	Iteration 65Q: 3 clusters Score -1.716873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132328 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -17168736.000000 Penalty: 3843.292236
	Iteration 66Q: 3 clusters Score -1.716874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132333 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -17168716.000000 Penalty: 3843.292236
	Iteration 67Q: 3 clusters Score -1.716872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132338 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -17168730.000000 Penalty: 3843.292236
	Iteration 68Q: 3 clusters Score -1.716873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132344 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -17168724.000000 Penalty: 3843.292236
	Iteration 69Q: 3 clusters Score -1.716872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -17168732.000000 Penalty: 3843.292236
	Iteration 70Q: 3 clusters Score -1.716873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132355 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -17168730.000000 Penalty: 3843.292236
	Iteration 71Q: 3 clusters Score -1.716873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -17168734.000000 Penalty: 3843.292236
	Iteration 72Q: 3 clusters Score -1.716873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132361 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -17168732.000000 Penalty: 3843.292236
	Iteration 73Q: 3 clusters Score -1.716873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132363 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -17168728.000000 Penalty: 3843.292236
	Iteration 74Q: 3 clusters Score -1.716873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132365 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -17168732.000000 Penalty: 3843.292236
	Iteration 75Q: 3 clusters Score -1.716873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132365 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -17168726.000000 Penalty: 3843.292236
	Iteration 76Q: 3 clusters Score -1.716873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132365 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -17168726.000000 Penalty: 3843.292236
	Iteration 77F: 3 clusters Score -1.716873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 132365 members 
Mstep: Class 17 contains 179287 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 68259 members 
Mstep: Class 28 contains 19624 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 4331 members 
Entering Unmasked Estep 
Score: -141532128.000000 Penalty: 68059.960938
Splitting cluster 16 changes total score from -141514032.000000 to -141532128.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (179287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179287 members 
Entering Unmasked Estep 
Score: -22640124.000000 Penalty: 1965.720825
	Iteration 0F: 2 clusters Score -2.264012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -22563022.000000 Penalty: 3931.441650
	Iteration 0F: 3 clusters Score -2.256302e+07 nChanged 86632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -22614882.000000 Penalty: 3931.441650
	Iteration 1F: 3 clusters Score -2.261488e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -22617066.000000 Penalty: 3931.441650
	Iteration 2Q: 3 clusters Score -2.261707e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -22620048.000000 Penalty: 3931.441650
	Iteration 3Q: 3 clusters Score -2.262005e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -22624430.000000 Penalty: 3931.441650
	Iteration 4F: 3 clusters Score -2.262443e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -22630940.000000 Penalty: 3931.441650
	Iteration 5F: 3 clusters Score -2.263094e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -22638988.000000 Penalty: 3931.441650
	Iteration 6F: 3 clusters Score -2.263899e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116575 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -22645960.000000 Penalty: 3931.441650
	Iteration 7F: 3 clusters Score -2.264596e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -22649654.000000 Penalty: 3931.441650
	Iteration 8F: 3 clusters Score -2.264965e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -22651076.000000 Penalty: 3931.441650
	Iteration 9Q: 3 clusters Score -2.265108e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -22651364.000000 Penalty: 3931.441650
	Iteration 10Q: 3 clusters Score -2.265136e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -22651504.000000 Penalty: 3931.441650
	Iteration 11Q: 3 clusters Score -2.26515e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110566 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -22651766.000000 Penalty: 3931.441650
	Iteration 12Q: 3 clusters Score -2.265177e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -22652018.000000 Penalty: 3931.441650
	Iteration 13Q: 3 clusters Score -2.265202e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -22652294.000000 Penalty: 3931.441650
	Iteration 14Q: 3 clusters Score -2.265229e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -22652530.000000 Penalty: 3931.441650
	Iteration 15Q: 3 clusters Score -2.265253e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -22652774.000000 Penalty: 3931.441650
	Iteration 16Q: 3 clusters Score -2.265277e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104877 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -22652974.000000 Penalty: 3931.441650
	Iteration 17Q: 3 clusters Score -2.265297e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104139 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -22653200.000000 Penalty: 3931.441650
	Iteration 18Q: 3 clusters Score -2.26532e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -22653278.000000 Penalty: 3931.441650
	Iteration 19Q: 3 clusters Score -2.265328e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -22653358.000000 Penalty: 3931.441650
	Iteration 20F: 3 clusters Score -2.265336e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -22653528.000000 Penalty: 3931.441650
	Iteration 21Q: 3 clusters Score -2.265353e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102231 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -22653624.000000 Penalty: 3931.441650
	Iteration 22Q: 3 clusters Score -2.265362e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -22653760.000000 Penalty: 3931.441650
	Iteration 23Q: 3 clusters Score -2.265376e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -22653868.000000 Penalty: 3931.441650
	Iteration 24Q: 3 clusters Score -2.265387e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -22653980.000000 Penalty: 3931.441650
	Iteration 25Q: 3 clusters Score -2.265398e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -22654036.000000 Penalty: 3931.441650
	Iteration 26Q: 3 clusters Score -2.265404e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -22654082.000000 Penalty: 3931.441650
	Iteration 27Q: 3 clusters Score -2.265408e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -22654116.000000 Penalty: 3931.441650
	Iteration 28Q: 3 clusters Score -2.265412e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -22654196.000000 Penalty: 3931.441650
	Iteration 29Q: 3 clusters Score -2.26542e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -22654284.000000 Penalty: 3931.441650
	Iteration 30Q: 3 clusters Score -2.265428e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -22654428.000000 Penalty: 3931.441650
	Iteration 31Q: 3 clusters Score -2.265443e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -22654550.000000 Penalty: 3931.441650
	Iteration 32Q: 3 clusters Score -2.265455e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -22654694.000000 Penalty: 3931.441650
	Iteration 33Q: 3 clusters Score -2.265469e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -22654818.000000 Penalty: 3931.441650
	Iteration 34Q: 3 clusters Score -2.265482e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -22654928.000000 Penalty: 3931.441650
	Iteration 35Q: 3 clusters Score -2.265493e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -22655028.000000 Penalty: 3931.441650
	Iteration 36Q: 3 clusters Score -2.265503e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -22655120.000000 Penalty: 3931.441650
	Iteration 37Q: 3 clusters Score -2.265512e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -22655248.000000 Penalty: 3931.441650
	Iteration 38Q: 3 clusters Score -2.265525e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -22655310.000000 Penalty: 3931.441650
	Iteration 39Q: 3 clusters Score -2.265531e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -22655432.000000 Penalty: 3931.441650
	Iteration 40F: 3 clusters Score -2.265543e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -22655556.000000 Penalty: 3931.441650
	Iteration 41Q: 3 clusters Score -2.265556e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -22655660.000000 Penalty: 3931.441650
	Iteration 42Q: 3 clusters Score -2.265566e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -22655698.000000 Penalty: 3931.441650
	Iteration 43Q: 3 clusters Score -2.26557e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100669 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -22655760.000000 Penalty: 3931.441650
	Iteration 44Q: 3 clusters Score -2.265576e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -22655838.000000 Penalty: 3931.441650
	Iteration 45Q: 3 clusters Score -2.265584e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
Score: -22655902.000000 Penalty: 3931.441650
	Iteration 46Q: 3 clusters Score -2.26559e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -22655954.000000 Penalty: 3931.441650
	Iteration 47Q: 3 clusters Score -2.265595e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -22656104.000000 Penalty: 3931.441650
	Iteration 48Q: 3 clusters Score -2.26561e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -22656272.000000 Penalty: 3931.441650
	Iteration 49Q: 3 clusters Score -2.265627e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -22656440.000000 Penalty: 3931.441650
	Iteration 50Q: 3 clusters Score -2.265644e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -22656520.000000 Penalty: 3931.441650
	Iteration 51Q: 3 clusters Score -2.265652e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -22656604.000000 Penalty: 3931.441650
	Iteration 52Q: 3 clusters Score -2.26566e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -22656668.000000 Penalty: 3931.441650
	Iteration 53Q: 3 clusters Score -2.265667e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -22656822.000000 Penalty: 3931.441650
	Iteration 54Q: 3 clusters Score -2.265682e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -22656892.000000 Penalty: 3931.441650
	Iteration 55Q: 3 clusters Score -2.265689e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -22657048.000000 Penalty: 3931.441650
	Iteration 56Q: 3 clusters Score -2.265705e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -22657096.000000 Penalty: 3931.441650
	Iteration 57Q: 3 clusters Score -2.26571e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -22657194.000000 Penalty: 3931.441650
	Iteration 58Q: 3 clusters Score -2.265719e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -22657324.000000 Penalty: 3931.441650
	Iteration 59Q: 3 clusters Score -2.265732e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -22657454.000000 Penalty: 3931.441650
	Iteration 60F: 3 clusters Score -2.265745e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -22657488.000000 Penalty: 3931.441650
	Iteration 61Q: 3 clusters Score -2.265749e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -22657570.000000 Penalty: 3931.441650
	Iteration 62Q: 3 clusters Score -2.265757e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -22657688.000000 Penalty: 3931.441650
	Iteration 63Q: 3 clusters Score -2.265769e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -22657776.000000 Penalty: 3931.441650
	Iteration 64Q: 3 clusters Score -2.265778e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -22657776.000000 Penalty: 3931.441650
	Iteration 65Q: 3 clusters Score -2.265778e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99173 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -22657840.000000 Penalty: 3931.441650
	Iteration 66Q: 3 clusters Score -2.265784e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -22657938.000000 Penalty: 3931.441650
	Iteration 67Q: 3 clusters Score -2.265794e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -22658014.000000 Penalty: 3931.441650
	Iteration 68Q: 3 clusters Score -2.265801e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -22658102.000000 Penalty: 3931.441650
	Iteration 69Q: 3 clusters Score -2.26581e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -22658160.000000 Penalty: 3931.441650
	Iteration 70Q: 3 clusters Score -2.265816e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -22658310.000000 Penalty: 3931.441650
	Iteration 71Q: 3 clusters Score -2.265831e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -22658388.000000 Penalty: 3931.441650
	Iteration 72Q: 3 clusters Score -2.265839e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -22658420.000000 Penalty: 3931.441650
	Iteration 73Q: 3 clusters Score -2.265842e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -22658506.000000 Penalty: 3931.441650
	Iteration 74Q: 3 clusters Score -2.265851e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -22658658.000000 Penalty: 3931.441650
	Iteration 75Q: 3 clusters Score -2.265866e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -22658718.000000 Penalty: 3931.441650
	Iteration 76Q: 3 clusters Score -2.265872e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -22658830.000000 Penalty: 3931.441650
	Iteration 77Q: 3 clusters Score -2.265883e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -22658882.000000 Penalty: 3931.441650
	Iteration 78Q: 3 clusters Score -2.265888e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -22658932.000000 Penalty: 3931.441650
	Iteration 79Q: 3 clusters Score -2.265893e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -22658990.000000 Penalty: 3931.441650
	Iteration 80F: 3 clusters Score -2.265899e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -22658942.000000 Penalty: 3931.441650
	Iteration 81Q: 3 clusters Score -2.265894e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -22658988.000000 Penalty: 3931.441650
	Iteration 82Q: 3 clusters Score -2.265899e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -22659110.000000 Penalty: 3931.441650
	Iteration 83Q: 3 clusters Score -2.265911e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -22659148.000000 Penalty: 3931.441650
	Iteration 84Q: 3 clusters Score -2.265915e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -22659198.000000 Penalty: 3931.441650
	Iteration 85Q: 3 clusters Score -2.26592e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -22659286.000000 Penalty: 3931.441650
	Iteration 86Q: 3 clusters Score -2.265929e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -22659358.000000 Penalty: 3931.441650
	Iteration 87Q: 3 clusters Score -2.265936e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -22659428.000000 Penalty: 3931.441650
	Iteration 88Q: 3 clusters Score -2.265943e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -22659504.000000 Penalty: 3931.441650
	Iteration 89Q: 3 clusters Score -2.26595e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -22659656.000000 Penalty: 3931.441650
	Iteration 90Q: 3 clusters Score -2.265966e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -22659712.000000 Penalty: 3931.441650
	Iteration 91Q: 3 clusters Score -2.265971e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -22659758.000000 Penalty: 3931.441650
	Iteration 92Q: 3 clusters Score -2.265976e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -22659850.000000 Penalty: 3931.441650
	Iteration 93Q: 3 clusters Score -2.265985e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -22660024.000000 Penalty: 3931.441650
	Iteration 94Q: 3 clusters Score -2.266002e+07 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.266005e+07 nChanged 628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.266015e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 83990 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.266023e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.266026e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.266036e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -22660364.000000 Penalty: 3931.441650
	Iteration 100F: 3 clusters Score -2.266036e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.266042e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.266049e+07 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.266059e+07 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.26605e+07 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.266051e+07 nChanged 650
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.266057e+07 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.266058e+07 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.266068e+07 nChanged 613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.266068e+07 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.266076e+07 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.26608e+07 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.266087e+07 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.266095e+07 nChanged 494
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.266102e+07 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.26611e+07 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.266114e+07 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.26612e+07 nChanged 449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.266126e+07 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.266123e+07 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.26613e+07 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.266128e+07 nChanged 399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.266133e+07 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.266139e+07 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.266139e+07 nChanged 427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.266145e+07 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.266144e+07 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.266143e+07 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.266149e+07 nChanged 437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.26615e+07 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.26615e+07 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.266152e+07 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.266156e+07 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.266155e+07 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.26616e+07 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.266164e+07 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.266166e+07 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.26617e+07 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.266173e+07 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.266172e+07 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.266169e+07 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97730 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.266171e+07 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.266173e+07 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.266176e+07 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.266173e+07 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.266176e+07 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.266177e+07 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.266181e+07 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98400 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.266184e+07 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.266187e+07 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.266193e+07 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.266196e+07 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.266198e+07 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.266197e+07 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99013 members 
Mstep: Class 2 contains 80274 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.266196e+07 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.266201e+07 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.266204e+07 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.266204e+07 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.266202e+07 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.266205e+07 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99765 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.266199e+07 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.266202e+07 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.2662e+07 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.266201e+07 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.266206e+07 nChanged 308
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Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.266206e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.266205e+07 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.266202e+07 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.266203e+07 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.266205e+07 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.266205e+07 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.266201e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.266205e+07 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.266207e+07 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.266206e+07 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.266204e+07 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.266203e+07 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.266205e+07 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.26621e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.266211e+07 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -22662062.000000 Penalty: 3931.441650
	Iteration 180F: 3 clusters Score -2.266206e+07 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.2662e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -22662024.000000 Penalty: 3931.441650
	Iteration 182Q: 3 clusters Score -2.266202e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -22662014.000000 Penalty: 3931.441650
	Iteration 183Q: 3 clusters Score -2.266201e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -22662028.000000 Penalty: 3931.441650
	Iteration 184Q: 3 clusters Score -2.266203e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -22662044.000000 Penalty: 3931.441650
	Iteration 185Q: 3 clusters Score -2.266204e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102097 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -22662018.000000 Penalty: 3931.441650
	Iteration 186Q: 3 clusters Score -2.266202e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -22662000.000000 Penalty: 3931.441650
	Iteration 187Q: 3 clusters Score -2.2662e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -22662008.000000 Penalty: 3931.441650
	Iteration 188Q: 3 clusters Score -2.266201e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -22662020.000000 Penalty: 3931.441650
	Iteration 189Q: 3 clusters Score -2.266202e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -22662030.000000 Penalty: 3931.441650
	Iteration 190Q: 3 clusters Score -2.266203e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -22662036.000000 Penalty: 3931.441650
	Iteration 191Q: 3 clusters Score -2.266204e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -22662050.000000 Penalty: 3931.441650
	Iteration 192Q: 3 clusters Score -2.266205e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -22662034.000000 Penalty: 3931.441650
	Iteration 193Q: 3 clusters Score -2.266203e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -22662000.000000 Penalty: 3931.441650
	Iteration 194Q: 3 clusters Score -2.2662e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -22661984.000000 Penalty: 3931.441650
	Iteration 195Q: 3 clusters Score -2.266198e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -22661950.000000 Penalty: 3931.441650
	Iteration 196Q: 3 clusters Score -2.266195e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -22661978.000000 Penalty: 3931.441650
	Iteration 197Q: 3 clusters Score -2.266198e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -22661994.000000 Penalty: 3931.441650
	Iteration 198Q: 3 clusters Score -2.266199e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -22661990.000000 Penalty: 3931.441650
	Iteration 199Q: 3 clusters Score -2.266199e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102831 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -22661986.000000 Penalty: 3931.441650
	Iteration 200F: 3 clusters Score -2.266199e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -22661938.000000 Penalty: 3931.441650
	Iteration 201Q: 3 clusters Score -2.266194e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102952 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -22661888.000000 Penalty: 3931.441650
	Iteration 202Q: 3 clusters Score -2.266189e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -22661908.000000 Penalty: 3931.441650
	Iteration 203Q: 3 clusters Score -2.266191e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -22661906.000000 Penalty: 3931.441650
	Iteration 204Q: 3 clusters Score -2.266191e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -22661882.000000 Penalty: 3931.441650
	Iteration 205Q: 3 clusters Score -2.266188e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -22661888.000000 Penalty: 3931.441650
	Iteration 206Q: 3 clusters Score -2.266189e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -22661844.000000 Penalty: 3931.441650
	Iteration 207Q: 3 clusters Score -2.266184e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -22661866.000000 Penalty: 3931.441650
	Iteration 208Q: 3 clusters Score -2.266187e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -22661836.000000 Penalty: 3931.441650
	Iteration 209Q: 3 clusters Score -2.266184e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -22661838.000000 Penalty: 3931.441650
	Iteration 210Q: 3 clusters Score -2.266184e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -22661852.000000 Penalty: 3931.441650
	Iteration 211Q: 3 clusters Score -2.266185e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -22661808.000000 Penalty: 3931.441650
	Iteration 212Q: 3 clusters Score -2.266181e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -22661814.000000 Penalty: 3931.441650
	Iteration 213Q: 3 clusters Score -2.266181e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -22661818.000000 Penalty: 3931.441650
	Iteration 214Q: 3 clusters Score -2.266182e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -22661810.000000 Penalty: 3931.441650
	Iteration 215Q: 3 clusters Score -2.266181e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -22661782.000000 Penalty: 3931.441650
	Iteration 216Q: 3 clusters Score -2.266178e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -22661812.000000 Penalty: 3931.441650
	Iteration 217Q: 3 clusters Score -2.266181e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -22661816.000000 Penalty: 3931.441650
	Iteration 218Q: 3 clusters Score -2.266182e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -22661796.000000 Penalty: 3931.441650
	Iteration 219Q: 3 clusters Score -2.26618e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -22661814.000000 Penalty: 3931.441650
	Iteration 220F: 3 clusters Score -2.266181e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -22661820.000000 Penalty: 3931.441650
	Iteration 221Q: 3 clusters Score -2.266182e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -22661768.000000 Penalty: 3931.441650
	Iteration 222Q: 3 clusters Score -2.266177e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -22661758.000000 Penalty: 3931.441650
	Iteration 223Q: 3 clusters Score -2.266176e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -22661758.000000 Penalty: 3931.441650
	Iteration 224Q: 3 clusters Score -2.266176e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -22661760.000000 Penalty: 3931.441650
	Iteration 225Q: 3 clusters Score -2.266176e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -22661760.000000 Penalty: 3931.441650
	Iteration 226Q: 3 clusters Score -2.266176e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -22661718.000000 Penalty: 3931.441650
	Iteration 227Q: 3 clusters Score -2.266172e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -22661694.000000 Penalty: 3931.441650
	Iteration 228Q: 3 clusters Score -2.266169e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -22661666.000000 Penalty: 3931.441650
	Iteration 229Q: 3 clusters Score -2.266167e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -22661638.000000 Penalty: 3931.441650
	Iteration 230Q: 3 clusters Score -2.266164e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -22661636.000000 Penalty: 3931.441650
	Iteration 231Q: 3 clusters Score -2.266164e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103846 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -22661610.000000 Penalty: 3931.441650
	Iteration 232Q: 3 clusters Score -2.266161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -22661564.000000 Penalty: 3931.441650
	Iteration 233Q: 3 clusters Score -2.266156e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -22661556.000000 Penalty: 3931.441650
	Iteration 234Q: 3 clusters Score -2.266156e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -22661570.000000 Penalty: 3931.441650
	Iteration 235Q: 3 clusters Score -2.266157e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -22661562.000000 Penalty: 3931.441650
	Iteration 236Q: 3 clusters Score -2.266156e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -22661538.000000 Penalty: 3931.441650
	Iteration 237Q: 3 clusters Score -2.266154e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -22661510.000000 Penalty: 3931.441650
	Iteration 238Q: 3 clusters Score -2.266151e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103968 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -22661518.000000 Penalty: 3931.441650
	Iteration 239Q: 3 clusters Score -2.266152e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -22661510.000000 Penalty: 3931.441650
	Iteration 240F: 3 clusters Score -2.266151e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -22661522.000000 Penalty: 3931.441650
	Iteration 241Q: 3 clusters Score -2.266152e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -22661556.000000 Penalty: 3931.441650
	Iteration 242Q: 3 clusters Score -2.266156e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -22661562.000000 Penalty: 3931.441650
	Iteration 243Q: 3 clusters Score -2.266156e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -22661572.000000 Penalty: 3931.441650
	Iteration 244Q: 3 clusters Score -2.266157e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -22661572.000000 Penalty: 3931.441650
	Iteration 245Q: 3 clusters Score -2.266157e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -22661588.000000 Penalty: 3931.441650
	Iteration 246Q: 3 clusters Score -2.266159e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -22661600.000000 Penalty: 3931.441650
	Iteration 247Q: 3 clusters Score -2.26616e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -22661576.000000 Penalty: 3931.441650
	Iteration 248Q: 3 clusters Score -2.266158e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -22661540.000000 Penalty: 3931.441650
	Iteration 249Q: 3 clusters Score -2.266154e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104330 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -22661530.000000 Penalty: 3931.441650
	Iteration 250Q: 3 clusters Score -2.266153e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -22661504.000000 Penalty: 3931.441650
	Iteration 251Q: 3 clusters Score -2.26615e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104381 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -22661534.000000 Penalty: 3931.441650
	Iteration 252Q: 3 clusters Score -2.266153e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -22661518.000000 Penalty: 3931.441650
	Iteration 253Q: 3 clusters Score -2.266152e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -22661478.000000 Penalty: 3931.441650
	Iteration 254Q: 3 clusters Score -2.266148e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2.266149e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -22661476.000000 Penalty: 3931.441650
	Iteration 256Q: 3 clusters Score -2.266148e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -22661482.000000 Penalty: 3931.441650
	Iteration 257Q: 3 clusters Score -2.266148e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -22661524.000000 Penalty: 3931.441650
	Iteration 258Q: 3 clusters Score -2.266152e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -22661518.000000 Penalty: 3931.441650
	Iteration 259Q: 3 clusters Score -2.266152e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -22661548.000000 Penalty: 3931.441650
	Iteration 260F: 3 clusters Score -2.266155e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -22661534.000000 Penalty: 3931.441650
	Iteration 261Q: 3 clusters Score -2.266153e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -22661484.000000 Penalty: 3931.441650
	Iteration 262Q: 3 clusters Score -2.266148e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104720 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -22661536.000000 Penalty: 3931.441650
	Iteration 263Q: 3 clusters Score -2.266154e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -22661524.000000 Penalty: 3931.441650
	Iteration 264Q: 3 clusters Score -2.266152e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -22661540.000000 Penalty: 3931.441650
	Iteration 265Q: 3 clusters Score -2.266154e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -22661538.000000 Penalty: 3931.441650
	Iteration 266Q: 3 clusters Score -2.266154e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -22661512.000000 Penalty: 3931.441650
	Iteration 267Q: 3 clusters Score -2.266151e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -22661526.000000 Penalty: 3931.441650
	Iteration 268Q: 3 clusters Score -2.266153e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -22661520.000000 Penalty: 3931.441650
	Iteration 269Q: 3 clusters Score -2.266152e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2.266152e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105275 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2.266146e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -22661472.000000 Penalty: 3931.441650
	Iteration 272Q: 3 clusters Score -2.266147e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -22661426.000000 Penalty: 3931.441650
	Iteration 273Q: 3 clusters Score -2.266143e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -22661386.000000 Penalty: 3931.441650
	Iteration 274Q: 3 clusters Score -2.266139e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -22661404.000000 Penalty: 3931.441650
	Iteration 275Q: 3 clusters Score -2.26614e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -22661436.000000 Penalty: 3931.441650
	Iteration 276Q: 3 clusters Score -2.266144e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -22661440.000000 Penalty: 3931.441650
	Iteration 277Q: 3 clusters Score -2.266144e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -22661410.000000 Penalty: 3931.441650
	Iteration 278Q: 3 clusters Score -2.266141e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -22661412.000000 Penalty: 3931.441650
	Iteration 279Q: 3 clusters Score -2.266141e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -22661358.000000 Penalty: 3931.441650
	Iteration 280F: 3 clusters Score -2.266136e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -2.266134e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -22661320.000000 Penalty: 3931.441650
	Iteration 282Q: 3 clusters Score -2.266132e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -22661326.000000 Penalty: 3931.441650
	Iteration 283Q: 3 clusters Score -2.266133e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -22661274.000000 Penalty: 3931.441650
	Iteration 284Q: 3 clusters Score -2.266127e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -22661284.000000 Penalty: 3931.441650
	Iteration 285Q: 3 clusters Score -2.266128e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -22661302.000000 Penalty: 3931.441650
	Iteration 286Q: 3 clusters Score -2.26613e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -22661254.000000 Penalty: 3931.441650
	Iteration 287Q: 3 clusters Score -2.266125e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -22661212.000000 Penalty: 3931.441650
	Iteration 288Q: 3 clusters Score -2.266121e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -22661186.000000 Penalty: 3931.441650
	Iteration 289Q: 3 clusters Score -2.266119e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -22661180.000000 Penalty: 3931.441650
	Iteration 290Q: 3 clusters Score -2.266118e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -2.266118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106690 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -22661206.000000 Penalty: 3931.441650
	Iteration 292Q: 3 clusters Score -2.266121e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106712 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -22661220.000000 Penalty: 3931.441650
	Iteration 293Q: 3 clusters Score -2.266122e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -2.266125e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -2.266125e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -22661232.000000 Penalty: 3931.441650
	Iteration 296Q: 3 clusters Score -2.266123e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -22661264.000000 Penalty: 3931.441650
	Iteration 297Q: 3 clusters Score -2.266126e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -22661246.000000 Penalty: 3931.441650
	Iteration 298Q: 3 clusters Score -2.266125e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106804 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -22661248.000000 Penalty: 3931.441650
	Iteration 299Q: 3 clusters Score -2.266125e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -22661288.000000 Penalty: 3931.441650
	Iteration 300F: 3 clusters Score -2.266129e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -22661324.000000 Penalty: 3931.441650
	Iteration 301Q: 3 clusters Score -2.266132e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106862 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -22661360.000000 Penalty: 3931.441650
	Iteration 302Q: 3 clusters Score -2.266136e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -22661422.000000 Penalty: 3931.441650
	Iteration 303Q: 3 clusters Score -2.266142e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -2.26614e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -22661430.000000 Penalty: 3931.441650
	Iteration 305Q: 3 clusters Score -2.266143e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -22661412.000000 Penalty: 3931.441650
	Iteration 306Q: 3 clusters Score -2.266141e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -22661392.000000 Penalty: 3931.441650
	Iteration 307Q: 3 clusters Score -2.266139e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -22661414.000000 Penalty: 3931.441650
	Iteration 308Q: 3 clusters Score -2.266141e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -22661418.000000 Penalty: 3931.441650
	Iteration 309Q: 3 clusters Score -2.266142e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -22661440.000000 Penalty: 3931.441650
	Iteration 310Q: 3 clusters Score -2.266144e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -22661500.000000 Penalty: 3931.441650
	Iteration 311Q: 3 clusters Score -2.26615e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -22661564.000000 Penalty: 3931.441650
	Iteration 312Q: 3 clusters Score -2.266156e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107109 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -22661580.000000 Penalty: 3931.441650
	Iteration 313Q: 3 clusters Score -2.266158e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -22661568.000000 Penalty: 3931.441650
	Iteration 314Q: 3 clusters Score -2.266157e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -22661554.000000 Penalty: 3931.441650
	Iteration 315Q: 3 clusters Score -2.266155e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -2.266159e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -22661586.000000 Penalty: 3931.441650
	Iteration 317Q: 3 clusters Score -2.266159e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -22661594.000000 Penalty: 3931.441650
	Iteration 318Q: 3 clusters Score -2.266159e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -22661634.000000 Penalty: 3931.441650
	Iteration 319Q: 3 clusters Score -2.266163e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -22661592.000000 Penalty: 3931.441650
	Iteration 320F: 3 clusters Score -2.266159e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107636 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -2.266159e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -2.266163e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -22661614.000000 Penalty: 3931.441650
	Iteration 323Q: 3 clusters Score -2.266161e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -2.26616e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -2.266158e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -2.266159e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -22661618.000000 Penalty: 3931.441650
	Iteration 327Q: 3 clusters Score -2.266162e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -22661616.000000 Penalty: 3931.441650
	Iteration 328Q: 3 clusters Score -2.266162e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -2.266165e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -2.266166e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -22661688.000000 Penalty: 3931.441650
	Iteration 331Q: 3 clusters Score -2.266169e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -22661738.000000 Penalty: 3931.441650
	Iteration 332Q: 3 clusters Score -2.266174e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108356 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -22661772.000000 Penalty: 3931.441650
	Iteration 333Q: 3 clusters Score -2.266177e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -2.266175e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -22661776.000000 Penalty: 3931.441650
	Iteration 335Q: 3 clusters Score -2.266178e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108523 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -2.26618e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -2.266179e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -22661824.000000 Penalty: 3931.441650
	Iteration 338Q: 3 clusters Score -2.266182e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -22661830.000000 Penalty: 3931.441650
	Iteration 339Q: 3 clusters Score -2.266183e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -22661852.000000 Penalty: 3931.441650
	Iteration 340F: 3 clusters Score -2.266185e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -2.266186e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108733 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -22661920.000000 Penalty: 3931.441650
	Iteration 342Q: 3 clusters Score -2.266192e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108785 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -2.266192e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -2.266192e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -2.266198e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -2.266206e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -2.266211e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -22662114.000000 Penalty: 3931.441650
	Iteration 348Q: 3 clusters Score -2.266211e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -22662162.000000 Penalty: 3931.441650
	Iteration 349Q: 3 clusters Score -2.266216e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -22662176.000000 Penalty: 3931.441650
	Iteration 350Q: 3 clusters Score -2.266218e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -22662226.000000 Penalty: 3931.441650
	Iteration 351Q: 3 clusters Score -2.266223e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -22662246.000000 Penalty: 3931.441650
	Iteration 352Q: 3 clusters Score -2.266225e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109352 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -22662298.000000 Penalty: 3931.441650
	Iteration 353Q: 3 clusters Score -2.26623e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -22662328.000000 Penalty: 3931.441650
	Iteration 354Q: 3 clusters Score -2.266233e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -22662360.000000 Penalty: 3931.441650
	Iteration 355Q: 3 clusters Score -2.266236e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -22662396.000000 Penalty: 3931.441650
	Iteration 356Q: 3 clusters Score -2.26624e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -2.266247e+07 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -2.266249e+07 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -2.266256e+07 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -22662560.000000 Penalty: 3931.441650
	Iteration 360F: 3 clusters Score -2.266256e+07 nChanged 440
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Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2.266258e+07 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2.266265e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -2.26627e+07 nChanged 375
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Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -2.266276e+07 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2.266268e+07 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110178 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -2.266276e+07 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -2.266275e+07 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -2.26628e+07 nChanged 302
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Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -2.266285e+07 nChanged 311
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Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -2.266284e+07 nChanged 258
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Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -22662916.000000 Penalty: 3931.441650
	Iteration 371Q: 3 clusters Score -2.266292e+07 nChanged 234
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Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -2.266293e+07 nChanged 226
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Mstep: Class 1 contains 110257 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -2.266296e+07 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -2.266297e+07 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -2.266293e+07 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -2.266297e+07 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110335 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2.266294e+07 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110350 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -2.266292e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -2.266286e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -2.266288e+07 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -2.266289e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -2.266288e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110400 members 
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Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -2.266291e+07 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -2.266286e+07 nChanged 91
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Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -2.266289e+07 nChanged 81
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Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -2.266291e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -2.266291e+07 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -2.266291e+07 nChanged 64
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -2.266292e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -2.266293e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -2.266291e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -2.266293e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -2.266293e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -22662962.000000 Penalty: 3931.441650
	Iteration 394Q: 3 clusters Score -2.266296e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -2.266296e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -2.266298e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -2.266299e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -2.2663e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -2.266297e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110309 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -22662960.000000 Penalty: 3931.441650
	Iteration 400F: 3 clusters Score -2.266296e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -2.266294e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2.266295e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -2.266295e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -2.266296e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -2.266297e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -2.266296e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -2.266296e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110311 members 
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Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -2.266294e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -2.266296e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -2.266296e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110318 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -2.266296e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -2.266296e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2.266296e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110313 members 
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -2.266298e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -2.266297e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -2.266298e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -2.266298e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -2.266297e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110280 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -2.266299e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110269 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -2.2663e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110267 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -2.266299e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -2.266298e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -2.2663e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -2.266299e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -2.266299e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -2.266299e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -2.2663e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -2.2663e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -2.266301e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -2.2663e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -2.266301e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -2.266303e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -2.266303e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 434Q: 3 clusters Score -2.266302e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -2.266303e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 436Q: 3 clusters Score -2.266302e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 437Q: 3 clusters Score -2.266303e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22663032.000000 Penalty: 3931.441650
	Iteration 438Q: 3 clusters Score -2.266303e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -22663038.000000 Penalty: 3931.441650
	Iteration 439Q: 3 clusters Score -2.266304e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22663020.000000 Penalty: 3931.441650
	Iteration 440F: 3 clusters Score -2.266302e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -2.266303e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -2.266303e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
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	Iteration 443Q: 3 clusters Score -2.266304e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
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	Iteration 444Q: 3 clusters Score -2.266303e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -22663042.000000 Penalty: 3931.441650
	Iteration 445Q: 3 clusters Score -2.266304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -22663048.000000 Penalty: 3931.441650
	Iteration 446Q: 3 clusters Score -2.266305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -22663068.000000 Penalty: 3931.441650
	Iteration 447Q: 3 clusters Score -2.266307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110200 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -22663058.000000 Penalty: 3931.441650
	Iteration 448Q: 3 clusters Score -2.266306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -22663058.000000 Penalty: 3931.441650
	Iteration 449Q: 3 clusters Score -2.266306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -22663066.000000 Penalty: 3931.441650
	Iteration 450Q: 3 clusters Score -2.266307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -22663052.000000 Penalty: 3931.441650
	Iteration 451Q: 3 clusters Score -2.266305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -22663054.000000 Penalty: 3931.441650
	Iteration 452Q: 3 clusters Score -2.266305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -22663050.000000 Penalty: 3931.441650
	Iteration 453Q: 3 clusters Score -2.266305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -22663068.000000 Penalty: 3931.441650
	Iteration 454Q: 3 clusters Score -2.266307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -22663068.000000 Penalty: 3931.441650
	Iteration 455Q: 3 clusters Score -2.266307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -22663078.000000 Penalty: 3931.441650
	Iteration 456Q: 3 clusters Score -2.266308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110203 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -22663076.000000 Penalty: 3931.441650
	Iteration 457Q: 3 clusters Score -2.266308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110203 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -22663076.000000 Penalty: 3931.441650
	Iteration 458F: 3 clusters Score -2.266308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 132365 members 
Mstep: Class 17 contains 110203 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 68259 members 
Mstep: Class 28 contains 19624 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 4331 members 
Mstep: Class 31 contains 69084 members 
Entering Unmasked Estep 
Score: -141551104.000000 Penalty: 70328.625000
Splitting cluster 17 changes total score from -141514032.000000 to -141551104.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (83772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Entering Unmasked Estep 
Score: -10315133.000000 Penalty: 1842.076416
	Iteration 0F: 2 clusters Score -1.031513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -10259465.000000 Penalty: 3684.152832
	Iteration 0F: 3 clusters Score -1.025946e+07 nChanged 40070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -10283381.000000 Penalty: 3684.152832
	Iteration 1F: 3 clusters Score -1.028338e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -10286161.000000 Penalty: 3684.152832
	Iteration 2F: 3 clusters Score -1.028616e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -10291733.000000 Penalty: 3684.152832
	Iteration 3F: 3 clusters Score -1.029173e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -10299582.000000 Penalty: 3684.152832
	Iteration 4F: 3 clusters Score -1.029958e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -10305915.000000 Penalty: 3684.152832
	Iteration 5F: 3 clusters Score -1.030592e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -10310098.000000 Penalty: 3684.152832
	Iteration 6F: 3 clusters Score -1.03101e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -10313177.000000 Penalty: 3684.152832
	Iteration 7F: 3 clusters Score -1.031318e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -10315441.000000 Penalty: 3684.152832
	Iteration 8Q: 3 clusters Score -1.031544e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -10317325.000000 Penalty: 3684.152832
	Iteration 9Q: 3 clusters Score -1.031732e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -10319025.000000 Penalty: 3684.152832
	Iteration 10Q: 3 clusters Score -1.031902e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -10320637.000000 Penalty: 3684.152832
	Iteration 11Q: 3 clusters Score -1.032064e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -10322387.000000 Penalty: 3684.152832
	Iteration 12Q: 3 clusters Score -1.032239e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -10324006.000000 Penalty: 3684.152832
	Iteration 13Q: 3 clusters Score -1.032401e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -10325376.000000 Penalty: 3684.152832
	Iteration 14Q: 3 clusters Score -1.032538e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -10326256.000000 Penalty: 3684.152832
	Iteration 15Q: 3 clusters Score -1.032626e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -10326818.000000 Penalty: 3684.152832
	Iteration 16Q: 3 clusters Score -1.032682e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -10327201.000000 Penalty: 3684.152832
	Iteration 17Q: 3 clusters Score -1.03272e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -10327384.000000 Penalty: 3684.152832
	Iteration 18Q: 3 clusters Score -1.032738e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -10327480.000000 Penalty: 3684.152832
	Iteration 19Q: 3 clusters Score -1.032748e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -10327517.000000 Penalty: 3684.152832
	Iteration 20F: 3 clusters Score -1.032752e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -10327536.000000 Penalty: 3684.152832
	Iteration 21Q: 3 clusters Score -1.032754e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -10327560.000000 Penalty: 3684.152832
	Iteration 22Q: 3 clusters Score -1.032756e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -10327585.000000 Penalty: 3684.152832
	Iteration 23Q: 3 clusters Score -1.032758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -10327584.000000 Penalty: 3684.152832
	Iteration 24Q: 3 clusters Score -1.032758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -10327587.000000 Penalty: 3684.152832
	Iteration 25Q: 3 clusters Score -1.032759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -10327599.000000 Penalty: 3684.152832
	Iteration 26Q: 3 clusters Score -1.03276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -10327592.000000 Penalty: 3684.152832
	Iteration 27Q: 3 clusters Score -1.032759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -10327590.000000 Penalty: 3684.152832
	Iteration 28Q: 3 clusters Score -1.032759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -10327582.000000 Penalty: 3684.152832
	Iteration 29Q: 3 clusters Score -1.032758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -10327578.000000 Penalty: 3684.152832
	Iteration 30Q: 3 clusters Score -1.032758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -10327577.000000 Penalty: 3684.152832
	Iteration 31Q: 3 clusters Score -1.032758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -10327571.000000 Penalty: 3684.152832
	Iteration 32Q: 3 clusters Score -1.032757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -10327571.000000 Penalty: 3684.152832
	Iteration 33Q: 3 clusters Score -1.032757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -10327576.000000 Penalty: 3684.152832
	Iteration 34Q: 3 clusters Score -1.032758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -10327575.000000 Penalty: 3684.152832
	Iteration 35Q: 3 clusters Score -1.032758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -10327579.000000 Penalty: 3684.152832
	Iteration 36Q: 3 clusters Score -1.032758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -10327583.000000 Penalty: 3684.152832
	Iteration 37Q: 3 clusters Score -1.032758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -10327578.000000 Penalty: 3684.152832
	Iteration 38Q: 3 clusters Score -1.032758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -10327586.000000 Penalty: 3684.152832
	Iteration 39Q: 3 clusters Score -1.032759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -10327590.000000 Penalty: 3684.152832
	Iteration 40F: 3 clusters Score -1.032759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 132365 members 
Mstep: Class 17 contains 110203 members 
Mstep: Class 18 contains 75176 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 68259 members 
Mstep: Class 28 contains 19624 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 4331 members 
Mstep: Class 31 contains 69084 members 
Mstep: Class 32 contains 8596 members 
Entering Unmasked Estep 
Score: -141564080.000000 Penalty: 72597.289062
Splitting cluster 18 changes total score from -141514032.000000 to -141564080.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (11130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Entering Unmasked Estep 
Score: -1345197.875000 Penalty: 1514.077393
	Iteration 0F: 2 clusters Score -1345198 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 5602 members 
Entering Unmasked Estep 
Score: -1337393.625000 Penalty: 3028.154785
	Iteration 0F: 3 clusters Score -1337394 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1340755.500000 Penalty: 3028.154785
	Iteration 1F: 3 clusters Score -1340756 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1342033.125000 Penalty: 3028.154785
	Iteration 2F: 3 clusters Score -1342033 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1343172.375000 Penalty: 3028.154785
	Iteration 3F: 3 clusters Score -1343172 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1343909.500000 Penalty: 3028.154785
	Iteration 4F: 3 clusters Score -1343910 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1344416.625000 Penalty: 3028.154785
	Iteration 5F: 3 clusters Score -1344417 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1344743.875000 Penalty: 3028.154785
	Iteration 6Q: 3 clusters Score -1344744 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1344951.375000 Penalty: 3028.154785
	Iteration 7Q: 3 clusters Score -1344951 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1345125.000000 Penalty: 3028.154785
	Iteration 8Q: 3 clusters Score -1345125 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1345270.250000 Penalty: 3028.154785
	Iteration 9Q: 3 clusters Score -1345270 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1345381.500000 Penalty: 3028.154785
	Iteration 10Q: 3 clusters Score -1345382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1345481.750000 Penalty: 3028.154785
	Iteration 11Q: 3 clusters Score -1345482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1345568.125000 Penalty: 3028.154785
	Iteration 12Q: 3 clusters Score -1345568 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1345615.625000 Penalty: 3028.154785
	Iteration 13Q: 3 clusters Score -1345616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1345651.000000 Penalty: 3028.154785
	Iteration 14Q: 3 clusters Score -1345651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1345683.625000 Penalty: 3028.154785
	Iteration 15Q: 3 clusters Score -1345684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1345726.750000 Penalty: 3028.154785
	Iteration 16Q: 3 clusters Score -1345727 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1345771.625000 Penalty: 3028.154785
	Iteration 17Q: 3 clusters Score -1345772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1345818.875000 Penalty: 3028.154785
	Iteration 18Q: 3 clusters Score -1345819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1345874.500000 Penalty: 3028.154785
	Iteration 19Q: 3 clusters Score -1345874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1345939.125000 Penalty: 3028.154785
	Iteration 20F: 3 clusters Score -1345939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1345992.875000 Penalty: 3028.154785
	Iteration 21Q: 3 clusters Score -1345993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1346021.500000 Penalty: 3028.154785
	Iteration 22Q: 3 clusters Score -1346022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1346051.500000 Penalty: 3028.154785
	Iteration 23Q: 3 clusters Score -1346052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1346075.250000 Penalty: 3028.154785
	Iteration 24Q: 3 clusters Score -1346075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1346085.625000 Penalty: 3028.154785
	Iteration 25Q: 3 clusters Score -1346086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1346096.125000 Penalty: 3028.154785
	Iteration 26Q: 3 clusters Score -1346096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1346100.875000 Penalty: 3028.154785
	Iteration 27Q: 3 clusters Score -1346101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1346100.250000 Penalty: 3028.154785
	Iteration 28Q: 3 clusters Score -1346100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1346105.500000 Penalty: 3028.154785
	Iteration 29Q: 3 clusters Score -1346106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1346107.000000 Penalty: 3028.154785
	Iteration 30Q: 3 clusters Score -1346107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1346107.750000 Penalty: 3028.154785
	Iteration 31Q: 3 clusters Score -1346108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1346108.375000 Penalty: 3028.154785
	Iteration 32Q: 3 clusters Score -1346108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1346108.000000 Penalty: 3028.154785
	Iteration 33Q: 3 clusters Score -1346108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1346107.750000 Penalty: 3028.154785
	Iteration 34Q: 3 clusters Score -1346108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1346110.250000 Penalty: 3028.154785
	Iteration 35Q: 3 clusters Score -1346110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1346110.000000 Penalty: 3028.154785
	Iteration 36Q: 3 clusters Score -1346110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1346111.125000 Penalty: 3028.154785
	Iteration 37Q: 3 clusters Score -1346111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1346110.500000 Penalty: 3028.154785
	Iteration 38Q: 3 clusters Score -1346110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1346111.625000 Penalty: 3028.154785
	Iteration 39Q: 3 clusters Score -1346112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1346111.875000 Penalty: 3028.154785
	Iteration 40F: 3 clusters Score -1346112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1346114.375000 Penalty: 3028.154785
	Iteration 41Q: 3 clusters Score -1346114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1346112.625000 Penalty: 3028.154785
	Iteration 42Q: 3 clusters Score -1346113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1346112.625000 Penalty: 3028.154785
	Iteration 43Q: 3 clusters Score -1346113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1346113.375000 Penalty: 3028.154785
	Iteration 44Q: 3 clusters Score -1346113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1346112.750000 Penalty: 3028.154785
	Iteration 45Q: 3 clusters Score -1346113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1346112.750000 Penalty: 3028.154785
	Iteration 46F: 3 clusters Score -1346113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 132365 members 
Mstep: Class 17 contains 110203 members 
Mstep: Class 18 contains 75176 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 128596 members 
Mstep: Class 23 contains 125568 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 46728 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 68259 members 
Mstep: Class 28 contains 19624 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 4331 members 
Mstep: Class 31 contains 69084 members 
Mstep: Class 32 contains 8596 members 
Mstep: Class 33 contains 9397 members 
Entering Unmasked Estep 
Score: -141564288.000000 Penalty: 74865.953125
Splitting cluster 19 changes total score from -141514032.000000 to -141564288.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 153481 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 122209 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 132365 members 
Mstep: Class 17 contains 110203 members 
Mstep: Class 18 contains 75176 members 
Mstep: Class 19 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141590240.000000 Penalty: 74865.953125
Iteration 39Q: 34 clusters Score -1.415902e+08 nChanged 48692
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 150737 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 22828 members 
Mstep: Class 7 contains 122285 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 33600 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 134944 members 
Mstep: Class 17 contains 121884 members 
Mstep: Class 18 contains 76078 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 122764 members 
Mstep: Class 23 contains 120315 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 45973 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 64516 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 1992 members 
Mstep: Class 30 contains 4391 members 
Mstep: Class 31 contains 68053 members 
Mstep: Class 32 contains 8328 members 
Mstep: Class 33 contains 9191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141609792.000000 Penalty: 74865.953125
Iteration 40F: 34 clusters Score -1.416098e+08 nChanged 44076
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 781 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 143303 members 
Mstep: Class 5 contains 581 members 
Mstep: Class 6 contains 23931 members 
Mstep: Class 7 contains 119138 members 
Mstep: Class 8 contains 7391 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 33058 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 133553 members 
Mstep: Class 17 contains 127752 members 
Mstep: Class 18 contains 73552 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 121513 members 
Mstep: Class 23 contains 119360 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 47380 members 
Mstep: Class 26 contains 513 members 
Mstep: Class 27 contains 63454 members 
Mstep: Class 28 contains 19878 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 4549 members 
Mstep: Class 31 contains 75065 members 
Mstep: Class 32 contains 8425 members 
Mstep: Class 33 contains 9282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141623504.000000 Penalty: 74865.953125
Iteration 41Q: 34 clusters Score -1.416235e+08 nChanged 31991
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 137813 members 
Mstep: Class 5 contains 589 members 
Mstep: Class 6 contains 24763 members 
Mstep: Class 7 contains 117181 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 5679 members 
Mstep: Class 13 contains 32715 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 131224 members 
Mstep: Class 17 contains 133022 members 
Mstep: Class 18 contains 72123 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 903 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 120211 members 
Mstep: Class 23 contains 117581 members 
Mstep: Class 24 contains 450 members 
Mstep: Class 25 contains 48432 members 
Mstep: Class 26 contains 499 members 
Mstep: Class 27 contains 62279 members 
Mstep: Class 28 contains 20345 members 
Mstep: Class 29 contains 2260 members 
Mstep: Class 30 contains 4673 members 
Mstep: Class 31 contains 81324 members 
Mstep: Class 32 contains 8512 members 
Mstep: Class 33 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141630928.000000 Penalty: 74865.953125
Iteration 42Q: 34 clusters Score -1.416309e+08 nChanged 28939
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 804 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 133476 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 25414 members 
Mstep: Class 7 contains 115730 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 439 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 32441 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 128547 members 
Mstep: Class 17 contains 136960 members 
Mstep: Class 18 contains 71115 members 
Mstep: Class 19 contains 1982 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 119157 members 
Mstep: Class 23 contains 115524 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 49339 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 61021 members 
Mstep: Class 28 contains 20635 members 
Mstep: Class 29 contains 2296 members 
Mstep: Class 30 contains 4787 members 
Mstep: Class 31 contains 87907 members 
Mstep: Class 32 contains 8539 members 
Mstep: Class 33 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141635552.000000 Penalty: 74865.953125
Iteration 43Q: 34 clusters Score -1.416356e+08 nChanged 26865
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 813 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 129673 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 25951 members 
Mstep: Class 7 contains 114543 members 
Mstep: Class 8 contains 10347 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 6116 members 
Mstep: Class 13 contains 32189 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 125763 members 
Mstep: Class 17 contains 139659 members 
Mstep: Class 18 contains 70388 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 942 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 118405 members 
Mstep: Class 23 contains 113713 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 50179 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 59677 members 
Mstep: Class 28 contains 20870 members 
Mstep: Class 29 contains 2290 members 
Mstep: Class 30 contains 4871 members 
Mstep: Class 31 contains 94664 members 
Mstep: Class 32 contains 8581 members 
Mstep: Class 33 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141639312.000000 Penalty: 74865.953125
Iteration 44Q: 34 clusters Score -1.416393e+08 nChanged 25172
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 126236 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 26441 members 
Mstep: Class 7 contains 113767 members 
Mstep: Class 8 contains 11374 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 6224 members 
Mstep: Class 13 contains 31997 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 123256 members 
Mstep: Class 17 contains 140975 members 
Mstep: Class 18 contains 69860 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 20 contains 947 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 117686 members 
Mstep: Class 23 contains 112058 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 50987 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 58337 members 
Mstep: Class 28 contains 21025 members 
Mstep: Class 29 contains 2282 members 
Mstep: Class 30 contains 4954 members 
Mstep: Class 31 contains 101599 members 
Mstep: Class 32 contains 8607 members 
Mstep: Class 33 contains 9182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141644176.000000 Penalty: 74865.953125
Iteration 45Q: 34 clusters Score -1.416442e+08 nChanged 23846
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 123171 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 26815 members 
Mstep: Class 7 contains 113127 members 
Mstep: Class 8 contains 12401 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 6307 members 
Mstep: Class 13 contains 31877 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 121129 members 
Mstep: Class 17 contains 140654 members 
Mstep: Class 18 contains 69678 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 116995 members 
Mstep: Class 23 contains 110640 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 51693 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 57115 members 
Mstep: Class 28 contains 21151 members 
Mstep: Class 29 contains 2264 members 
Mstep: Class 30 contains 5019 members 
Mstep: Class 31 contains 108821 members 
Mstep: Class 32 contains 8602 members 
Mstep: Class 33 contains 9144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141648448.000000 Penalty: 74865.953125
Iteration 46Q: 34 clusters Score -1.416484e+08 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 120593 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 27128 members 
Mstep: Class 7 contains 112585 members 
Mstep: Class 8 contains 13354 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 31760 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 16 contains 119237 members 
Mstep: Class 17 contains 138768 members 
Mstep: Class 18 contains 69634 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 116418 members 
Mstep: Class 23 contains 109670 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 52396 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 56069 members 
Mstep: Class 28 contains 21224 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 116185 members 
Mstep: Class 32 contains 8595 members 
Mstep: Class 33 contains 9101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141652928.000000 Penalty: 74865.953125
Iteration 47Q: 34 clusters Score -1.416529e+08 nChanged 22445
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 118544 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 27340 members 
Mstep: Class 7 contains 111625 members 
Mstep: Class 8 contains 14197 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 31696 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 117657 members 
Mstep: Class 17 contains 136331 members 
Mstep: Class 18 contains 69749 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 977 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 116010 members 
Mstep: Class 23 contains 108688 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53039 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 55011 members 
Mstep: Class 28 contains 21297 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 5088 members 
Mstep: Class 31 contains 123627 members 
Mstep: Class 32 contains 8587 members 
Mstep: Class 33 contains 9078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141656048.000000 Penalty: 74865.953125
Iteration 48Q: 34 clusters Score -1.41656e+08 nChanged 21924
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 116842 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 110820 members 
Mstep: Class 8 contains 14989 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 5284 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 116120 members 
Mstep: Class 17 contains 133233 members 
Mstep: Class 18 contains 69973 members 
Mstep: Class 19 contains 2111 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 115675 members 
Mstep: Class 23 contains 107913 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 53640 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 54161 members 
Mstep: Class 28 contains 21359 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 5103 members 
Mstep: Class 31 contains 130843 members 
Mstep: Class 32 contains 8570 members 
Mstep: Class 33 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141657808.000000 Penalty: 74865.953125
Iteration 49Q: 34 clusters Score -1.416578e+08 nChanged 20909
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 115194 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 27628 members 
Mstep: Class 7 contains 110188 members 
Mstep: Class 8 contains 15773 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 3234 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 31510 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 2579 members 
Mstep: Class 16 contains 114709 members 
Mstep: Class 17 contains 129890 members 
Mstep: Class 18 contains 70363 members 
Mstep: Class 19 contains 2121 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 115339 members 
Mstep: Class 23 contains 107330 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54250 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 53578 members 
Mstep: Class 28 contains 21421 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 5103 members 
Mstep: Class 31 contains 137379 members 
Mstep: Class 32 contains 8545 members 
Mstep: Class 33 contains 9013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141658800.000000 Penalty: 74865.953125
Iteration 50Q: 34 clusters Score -1.416588e+08 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 113930 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 27688 members 
Mstep: Class 7 contains 109655 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6450 members 
Mstep: Class 13 contains 31416 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 16 contains 113423 members 
Mstep: Class 17 contains 126993 members 
Mstep: Class 18 contains 70865 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 985 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 115007 members 
Mstep: Class 23 contains 106857 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54828 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 53110 members 
Mstep: Class 28 contains 21473 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 5107 members 
Mstep: Class 31 contains 142721 members 
Mstep: Class 32 contains 8517 members 
Mstep: Class 33 contains 8973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141660240.000000 Penalty: 74865.953125
Iteration 51Q: 34 clusters Score -1.416602e+08 nChanged 17099
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 112789 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 27644 members 
Mstep: Class 7 contains 109313 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 31375 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 112333 members 
Mstep: Class 17 contains 125245 members 
Mstep: Class 18 contains 71449 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 984 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 114664 members 
Mstep: Class 23 contains 106545 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55412 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 52686 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 146246 members 
Mstep: Class 32 contains 8486 members 
Mstep: Class 33 contains 8960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141660784.000000 Penalty: 74865.953125
Iteration 52Q: 34 clusters Score -1.416608e+08 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 111962 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 27581 members 
Mstep: Class 7 contains 109080 members 
Mstep: Class 8 contains 17673 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 31329 members 
Mstep: Class 14 contains 5445 members 
Mstep: Class 15 contains 2751 members 
Mstep: Class 16 contains 111361 members 
Mstep: Class 17 contains 124343 members 
Mstep: Class 18 contains 72056 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 114388 members 
Mstep: Class 23 contains 106390 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55988 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 52329 members 
Mstep: Class 28 contains 21613 members 
Mstep: Class 29 contains 2023 members 
Mstep: Class 30 contains 5037 members 
Mstep: Class 31 contains 148174 members 
Mstep: Class 32 contains 8455 members 
Mstep: Class 33 contains 8950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141661360.000000 Penalty: 74865.953125
Iteration 53Q: 34 clusters Score -1.416614e+08 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 111403 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 27477 members 
Mstep: Class 7 contains 108927 members 
Mstep: Class 8 contains 18245 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 3596 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 31279 members 
Mstep: Class 14 contains 5483 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 110516 members 
Mstep: Class 17 contains 123885 members 
Mstep: Class 18 contains 72574 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 114107 members 
Mstep: Class 23 contains 106303 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56502 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 52058 members 
Mstep: Class 28 contains 21620 members 
Mstep: Class 29 contains 2003 members 
Mstep: Class 30 contains 5034 members 
Mstep: Class 31 contains 149167 members 
Mstep: Class 32 contains 8436 members 
Mstep: Class 33 contains 8953 members 
Entering Unmasked Estep 
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Iteration 54Q: 34 clusters Score -1.416623e+08 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 111059 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 27314 members 
Mstep: Class 7 contains 108812 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6593 members 
Mstep: Class 13 contains 31233 members 
Mstep: Class 14 contains 5527 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 109833 members 
Mstep: Class 17 contains 123746 members 
Mstep: Class 18 contains 73030 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 113839 members 
Mstep: Class 23 contains 106217 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56970 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 51860 members 
Mstep: Class 28 contains 21641 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 5022 members 
Mstep: Class 31 contains 149568 members 
Mstep: Class 32 contains 8429 members 
Mstep: Class 33 contains 8975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141663072.000000 Penalty: 74865.953125
Iteration 55Q: 34 clusters Score -1.416631e+08 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 110818 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 27126 members 
Mstep: Class 7 contains 108790 members 
Mstep: Class 8 contains 19188 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 31195 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 109398 members 
Mstep: Class 17 contains 123632 members 
Mstep: Class 18 contains 73443 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 113708 members 
Mstep: Class 23 contains 106149 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 57367 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 51669 members 
Mstep: Class 28 contains 21637 members 
Mstep: Class 29 contains 1968 members 
Mstep: Class 30 contains 5012 members 
Mstep: Class 31 contains 149598 members 
Mstep: Class 32 contains 8417 members 
Mstep: Class 33 contains 9007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141663696.000000 Penalty: 74865.953125
Iteration 56Q: 34 clusters Score -1.416637e+08 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 110646 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 27006 members 
Mstep: Class 7 contains 108749 members 
Mstep: Class 8 contains 19586 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 31177 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 109002 members 
Mstep: Class 17 contains 123529 members 
Mstep: Class 18 contains 73813 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 988 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 113534 members 
Mstep: Class 23 contains 106209 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 57705 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 51466 members 
Mstep: Class 28 contains 21634 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 5022 members 
Mstep: Class 31 contains 149452 members 
Mstep: Class 32 contains 8416 members 
Mstep: Class 33 contains 9033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141663952.000000 Penalty: 74865.953125
Iteration 57Q: 34 clusters Score -1.41664e+08 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 110595 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 26890 members 
Mstep: Class 7 contains 108758 members 
Mstep: Class 8 contains 19957 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6682 members 
Mstep: Class 13 contains 31138 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 108639 members 
Mstep: Class 17 contains 123449 members 
Mstep: Class 18 contains 74120 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 113372 members 
Mstep: Class 23 contains 106264 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 58028 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 51272 members 
Mstep: Class 28 contains 21648 members 
Mstep: Class 29 contains 1951 members 
Mstep: Class 30 contains 5032 members 
Mstep: Class 31 contains 149199 members 
Mstep: Class 32 contains 8409 members 
Mstep: Class 33 contains 9035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141664064.000000 Penalty: 74865.953125
Iteration 58Q: 34 clusters Score -1.416641e+08 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 110613 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 26801 members 
Mstep: Class 7 contains 108773 members 
Mstep: Class 8 contains 20317 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 4086 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 31151 members 
Mstep: Class 14 contains 5662 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 108269 members 
Mstep: Class 17 contains 123330 members 
Mstep: Class 18 contains 74423 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 113238 members 
Mstep: Class 23 contains 106318 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 58344 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 51087 members 
Mstep: Class 28 contains 21663 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 5041 members 
Mstep: Class 31 contains 148836 members 
Mstep: Class 32 contains 8405 members 
Mstep: Class 33 contains 9054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141664560.000000 Penalty: 74865.953125
Iteration 59Q: 34 clusters Score -1.416646e+08 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 110592 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 108785 members 
Mstep: Class 8 contains 20660 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6725 members 
Mstep: Class 13 contains 31128 members 
Mstep: Class 14 contains 5694 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 107953 members 
Mstep: Class 17 contains 123258 members 
Mstep: Class 18 contains 74708 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 113145 members 
Mstep: Class 23 contains 106439 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 58656 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 50911 members 
Mstep: Class 28 contains 21654 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 5052 members 
Mstep: Class 31 contains 148391 members 
Mstep: Class 32 contains 8396 members 
Mstep: Class 33 contains 9055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141667344.000000 Penalty: 74865.953125
Iteration 60F: 34 clusters Score -1.416673e+08 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 110520 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 26689 members 
Mstep: Class 7 contains 108773 members 
Mstep: Class 8 contains 21272 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4257 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 31102 members 
Mstep: Class 14 contains 5731 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 107316 members 
Mstep: Class 17 contains 121985 members 
Mstep: Class 18 contains 74963 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 113044 members 
Mstep: Class 23 contains 106393 members 
Mstep: Class 24 contains 467 members 
Mstep: Class 25 contains 58909 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 50732 members 
Mstep: Class 28 contains 21634 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 5079 members 
Mstep: Class 31 contains 149501 members 
Mstep: Class 32 contains 8396 members 
Mstep: Class 33 contains 9061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141668160.000000 Penalty: 74865.953125
Iteration 61Q: 34 clusters Score -1.416682e+08 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 110474 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 26672 members 
Mstep: Class 7 contains 108762 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 6760 members 
Mstep: Class 13 contains 31083 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 106754 members 
Mstep: Class 17 contains 121246 members 
Mstep: Class 18 contains 75175 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 113080 members 
Mstep: Class 23 contains 106427 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 59138 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 50552 members 
Mstep: Class 28 contains 21639 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 5124 members 
Mstep: Class 31 contains 149785 members 
Mstep: Class 32 contains 8388 members 
Mstep: Class 33 contains 9057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141668736.000000 Penalty: 74865.953125
Iteration 62Q: 34 clusters Score -1.416687e+08 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 110377 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 26685 members 
Mstep: Class 7 contains 108726 members 
Mstep: Class 8 contains 22463 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 6766 members 
Mstep: Class 13 contains 31066 members 
Mstep: Class 14 contains 5785 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 106282 members 
Mstep: Class 17 contains 120811 members 
Mstep: Class 18 contains 75364 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 113205 members 
Mstep: Class 23 contains 106547 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 59346 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 50376 members 
Mstep: Class 28 contains 21632 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 5164 members 
Mstep: Class 31 contains 149611 members 
Mstep: Class 32 contains 8380 members 
Mstep: Class 33 contains 9054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141669712.000000 Penalty: 74865.953125
Iteration 63Q: 34 clusters Score -1.416697e+08 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 110310 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 26738 members 
Mstep: Class 7 contains 108657 members 
Mstep: Class 8 contains 23030 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 31052 members 
Mstep: Class 14 contains 5814 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 105860 members 
Mstep: Class 17 contains 120549 members 
Mstep: Class 18 contains 75533 members 
Mstep: Class 19 contains 2213 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 113307 members 
Mstep: Class 23 contains 106730 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 59522 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 50187 members 
Mstep: Class 28 contains 21623 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 5220 members 
Mstep: Class 31 contains 149200 members 
Mstep: Class 32 contains 8379 members 
Mstep: Class 33 contains 9060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141670448.000000 Penalty: 74865.953125
Iteration 64Q: 34 clusters Score -1.416704e+08 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 110224 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 26779 members 
Mstep: Class 7 contains 108552 members 
Mstep: Class 8 contains 23584 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 6792 members 
Mstep: Class 13 contains 31045 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 105590 members 
Mstep: Class 17 contains 120321 members 
Mstep: Class 18 contains 75675 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 1017 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 113375 members 
Mstep: Class 23 contains 106986 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 59680 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 49969 members 
Mstep: Class 28 contains 21604 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 5275 members 
Mstep: Class 31 contains 148699 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 9062 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -1.416716e+08 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 110110 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 26860 members 
Mstep: Class 7 contains 108440 members 
Mstep: Class 8 contains 24159 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 31047 members 
Mstep: Class 14 contains 5866 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 105285 members 
Mstep: Class 17 contains 120202 members 
Mstep: Class 18 contains 75805 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 1022 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 113466 members 
Mstep: Class 23 contains 107184 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 59824 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 49780 members 
Mstep: Class 28 contains 21586 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 5321 members 
Mstep: Class 31 contains 148121 members 
Mstep: Class 32 contains 8379 members 
Mstep: Class 33 contains 9081 members 
Entering Unmasked Estep 
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Iteration 66Q: 34 clusters Score -1.416718e+08 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 109986 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 26946 members 
Mstep: Class 7 contains 108340 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 6829 members 
Mstep: Class 13 contains 31046 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 104942 members 
Mstep: Class 17 contains 120049 members 
Mstep: Class 18 contains 75883 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 113561 members 
Mstep: Class 23 contains 107476 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 59958 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 49594 members 
Mstep: Class 28 contains 21572 members 
Mstep: Class 29 contains 1929 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 147551 members 
Mstep: Class 32 contains 8380 members 
Mstep: Class 33 contains 9097 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -1.416722e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 109923 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 27064 members 
Mstep: Class 7 contains 108229 members 
Mstep: Class 8 contains 25329 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 31050 members 
Mstep: Class 14 contains 5890 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 104500 members 
Mstep: Class 17 contains 119909 members 
Mstep: Class 18 contains 75968 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 1021 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 113695 members 
Mstep: Class 23 contains 107815 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 60057 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 49394 members 
Mstep: Class 28 contains 21562 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 5431 members 
Mstep: Class 31 contains 146945 members 
Mstep: Class 32 contains 8384 members 
Mstep: Class 33 contains 9117 members 
Entering Unmasked Estep 
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Iteration 68Q: 34 clusters Score -1.416731e+08 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 109805 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 27226 members 
Mstep: Class 7 contains 108140 members 
Mstep: Class 8 contains 25965 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 6857 members 
Mstep: Class 13 contains 31048 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 104053 members 
Mstep: Class 17 contains 119770 members 
Mstep: Class 18 contains 76071 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 1018 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 113786 members 
Mstep: Class 23 contains 108205 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 60163 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 49190 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 5473 members 
Mstep: Class 31 contains 146279 members 
Mstep: Class 32 contains 8385 members 
Mstep: Class 33 contains 9146 members 
Entering Unmasked Estep 
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Iteration 69Q: 34 clusters Score -1.416734e+08 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 109705 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 27420 members 
Mstep: Class 7 contains 108021 members 
Mstep: Class 8 contains 26592 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 6869 members 
Mstep: Class 13 contains 31042 members 
Mstep: Class 14 contains 5905 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 103579 members 
Mstep: Class 17 contains 119740 members 
Mstep: Class 18 contains 76181 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 113848 members 
Mstep: Class 23 contains 108622 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 60252 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 49004 members 
Mstep: Class 28 contains 21545 members 
Mstep: Class 29 contains 1929 members 
Mstep: Class 30 contains 5517 members 
Mstep: Class 31 contains 145518 members 
Mstep: Class 32 contains 8380 members 
Mstep: Class 33 contains 9164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141673984.000000 Penalty: 74865.953125
Iteration 70Q: 34 clusters Score -1.41674e+08 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 109694 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 107913 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 6876 members 
Mstep: Class 13 contains 31052 members 
Mstep: Class 14 contains 5914 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 103062 members 
Mstep: Class 17 contains 119592 members 
Mstep: Class 18 contains 76262 members 
Mstep: Class 19 contains 2213 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 113933 members 
Mstep: Class 23 contains 109022 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 60353 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 48821 members 
Mstep: Class 28 contains 21533 members 
Mstep: Class 29 contains 1925 members 
Mstep: Class 30 contains 5561 members 
Mstep: Class 31 contains 144825 members 
Mstep: Class 32 contains 8385 members 
Mstep: Class 33 contains 9182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141674672.000000 Penalty: 74865.953125
Iteration 71Q: 34 clusters Score -1.416747e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 109703 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 27928 members 
Mstep: Class 7 contains 107778 members 
Mstep: Class 8 contains 27813 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 31041 members 
Mstep: Class 14 contains 5919 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 102495 members 
Mstep: Class 17 contains 119453 members 
Mstep: Class 18 contains 76319 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 1018 members 
Mstep: Class 21 contains 595 members 
Mstep: Class 22 contains 114057 members 
Mstep: Class 23 contains 109495 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 60437 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 48632 members 
Mstep: Class 28 contains 21492 members 
Mstep: Class 29 contains 1923 members 
Mstep: Class 30 contains 5588 members 
Mstep: Class 31 contains 144151 members 
Mstep: Class 32 contains 8385 members 
Mstep: Class 33 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141675328.000000 Penalty: 74865.953125
Iteration 72Q: 34 clusters Score -1.416753e+08 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 109695 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 28247 members 
Mstep: Class 7 contains 107654 members 
Mstep: Class 8 contains 28457 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 5350 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 6896 members 
Mstep: Class 13 contains 31059 members 
Mstep: Class 14 contains 5929 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 101892 members 
Mstep: Class 17 contains 119194 members 
Mstep: Class 18 contains 76366 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114193 members 
Mstep: Class 23 contains 109953 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 60558 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 48458 members 
Mstep: Class 28 contains 21469 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 5627 members 
Mstep: Class 31 contains 143488 members 
Mstep: Class 32 contains 8381 members 
Mstep: Class 33 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141675680.000000 Penalty: 74865.953125
Iteration 73Q: 34 clusters Score -1.416757e+08 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 1545 members 
Mstep: Class 4 contains 109674 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 28567 members 
Mstep: Class 7 contains 107501 members 
Mstep: Class 8 contains 29088 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5396 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 6897 members 
Mstep: Class 13 contains 31080 members 
Mstep: Class 14 contains 5935 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 101318 members 
Mstep: Class 17 contains 118907 members 
Mstep: Class 18 contains 76402 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 595 members 
Mstep: Class 22 contains 114296 members 
Mstep: Class 23 contains 110487 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 60665 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 48293 members 
Mstep: Class 28 contains 21444 members 
Mstep: Class 29 contains 1913 members 
Mstep: Class 30 contains 5674 members 
Mstep: Class 31 contains 142865 members 
Mstep: Class 32 contains 8378 members 
Mstep: Class 33 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141676416.000000 Penalty: 74865.953125
Iteration 74Q: 34 clusters Score -1.416764e+08 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 1545 members 
Mstep: Class 4 contains 109628 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 28901 members 
Mstep: Class 7 contains 107351 members 
Mstep: Class 8 contains 29699 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5436 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 6896 members 
Mstep: Class 13 contains 31114 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 100703 members 
Mstep: Class 17 contains 118670 members 
Mstep: Class 18 contains 76440 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 595 members 
Mstep: Class 22 contains 114420 members 
Mstep: Class 23 contains 110996 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 60791 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 48110 members 
Mstep: Class 28 contains 21429 members 
Mstep: Class 29 contains 1910 members 
Mstep: Class 30 contains 5722 members 
Mstep: Class 31 contains 142243 members 
Mstep: Class 32 contains 8368 members 
Mstep: Class 33 contains 9239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141677024.000000 Penalty: 74865.953125
Iteration 75Q: 34 clusters Score -1.41677e+08 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 109648 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 29272 members 
Mstep: Class 7 contains 107189 members 
Mstep: Class 8 contains 30346 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 458 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 31134 members 
Mstep: Class 14 contains 5947 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 100091 members 
Mstep: Class 17 contains 118442 members 
Mstep: Class 18 contains 76468 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 1020 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 114434 members 
Mstep: Class 23 contains 111544 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 60882 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47906 members 
Mstep: Class 28 contains 21414 members 
Mstep: Class 29 contains 1901 members 
Mstep: Class 30 contains 5772 members 
Mstep: Class 31 contains 141632 members 
Mstep: Class 32 contains 8356 members 
Mstep: Class 33 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141677472.000000 Penalty: 74865.953125
Iteration 76Q: 34 clusters Score -1.416775e+08 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 109688 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 29764 members 
Mstep: Class 7 contains 107034 members 
Mstep: Class 8 contains 30997 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 456 members 
Mstep: Class 12 contains 6892 members 
Mstep: Class 13 contains 31165 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 99425 members 
Mstep: Class 17 contains 118183 members 
Mstep: Class 18 contains 76521 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 597 members 
Mstep: Class 22 contains 114457 members 
Mstep: Class 23 contains 112025 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 60970 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47677 members 
Mstep: Class 28 contains 21402 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 5818 members 
Mstep: Class 31 contains 140981 members 
Mstep: Class 32 contains 8340 members 
Mstep: Class 33 contains 9282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141677760.000000 Penalty: 74865.953125
Iteration 77Q: 34 clusters Score -1.416778e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1550 members 
Mstep: Class 4 contains 109613 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30328 members 
Mstep: Class 7 contains 106876 members 
Mstep: Class 8 contains 31705 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5591 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 31199 members 
Mstep: Class 14 contains 5980 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 98676 members 
Mstep: Class 17 contains 118016 members 
Mstep: Class 18 contains 76567 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 1028 members 
Mstep: Class 21 contains 598 members 
Mstep: Class 22 contains 114472 members 
Mstep: Class 23 contains 112551 members 
Mstep: Class 24 contains 498 members 
Mstep: Class 25 contains 61002 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47435 members 
Mstep: Class 28 contains 21371 members 
Mstep: Class 29 contains 1886 members 
Mstep: Class 30 contains 5852 members 
Mstep: Class 31 contains 140366 members 
Mstep: Class 32 contains 8331 members 
Mstep: Class 33 contains 9309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141678704.000000 Penalty: 74865.953125
Iteration 78Q: 34 clusters Score -1.416787e+08 nChanged 7396
Entering ConstructFrom: 
Score: -141678704.000000 Penalty: 74865.953125
Entering ConstructFrom: 
Trying to split cluster 1 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -75484.921875 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -75484.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74261.960938 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -74261.96 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74692.640625 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -74692.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75058.093750 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -75058.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75425.000000 Penalty: 2142.293945
	Iteration 3F: 3 clusters Score -75425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75675.640625 Penalty: 2142.293945
	Iteration 4F: 3 clusters Score -75675.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75810.187500 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -75810.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75935.109375 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -75935.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76036.117188 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -76036.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76115.195312 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -76115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76133.125000 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -76133.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76137.804688 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -76137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76139.742188 Penalty: 2142.293945
	Iteration 11F: 3 clusters Score -76139.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76145.906250 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -76145.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76145.906250 Penalty: 2142.293945
	Iteration 13F: 3 clusters Score -76145.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Entering Unmasked Estep 
Score: -141678768.000000 Penalty: 77134.625000
Splitting cluster 1 changes total score from -141678704.000000 to -141678768.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -81838.195312 Penalty: 1091.643311
	Iteration 0F: 2 clusters Score -81838.2 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 418 members 
Entering Unmasked Estep 
Score: -80607.218750 Penalty: 2183.286621
	Iteration 0F: 3 clusters Score -80607.22 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81129.859375 Penalty: 2183.286621
	Iteration 1F: 3 clusters Score -81129.86 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81362.343750 Penalty: 2183.286621
	Iteration 2F: 3 clusters Score -81362.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81500.351562 Penalty: 2183.286621
	Iteration 3F: 3 clusters Score -81500.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81625.703125 Penalty: 2183.286621
	Iteration 4Q: 3 clusters Score -81625.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81708.085938 Penalty: 2183.286621
	Iteration 5Q: 3 clusters Score -81708.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81770.992188 Penalty: 2183.286621
	Iteration 6Q: 3 clusters Score -81770.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81815.328125 Penalty: 2183.286621
	Iteration 7Q: 3 clusters Score -81815.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81847.515625 Penalty: 2183.286621
	Iteration 8Q: 3 clusters Score -81847.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81870.695312 Penalty: 2183.286621
	Iteration 9Q: 3 clusters Score -81870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81883.140625 Penalty: 2183.286621
	Iteration 10Q: 3 clusters Score -81883.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81887.890625 Penalty: 2183.286621
	Iteration 11Q: 3 clusters Score -81887.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81896.242188 Penalty: 2183.286621
	Iteration 12Q: 3 clusters Score -81896.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81901.664062 Penalty: 2183.286621
	Iteration 13Q: 3 clusters Score -81901.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81908.773438 Penalty: 2183.286621
	Iteration 14Q: 3 clusters Score -81908.77 nChanged 3
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: -81919.375000 Penalty: 2183.286621
	Iteration 15Q: 3 clusters Score -81919.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81926.351562 Penalty: 2183.286621
	Iteration 16Q: 3 clusters Score -81926.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81926.734375 Penalty: 2183.286621
	Iteration 17Q: 3 clusters Score -81926.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81927.992188 Penalty: 2183.286621
	Iteration 18Q: 3 clusters Score -81927.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81938.164062 Penalty: 2183.286621
	Iteration 19Q: 3 clusters Score -81938.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81943.414062 Penalty: 2183.286621
	Iteration 20F: 3 clusters Score -81943.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81947.539062 Penalty: 2183.286621
	Iteration 21Q: 3 clusters Score -81947.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81962.914062 Penalty: 2183.286621
	Iteration 22Q: 3 clusters Score -81962.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81985.281250 Penalty: 2183.286621
	Iteration 23Q: 3 clusters Score -81985.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82023.617188 Penalty: 2183.286621
	Iteration 24Q: 3 clusters Score -82023.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82064.648438 Penalty: 2183.286621
	Iteration 25Q: 3 clusters Score -82064.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82117.117188 Penalty: 2183.286621
	Iteration 26Q: 3 clusters Score -82117.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82149.078125 Penalty: 2183.286621
	Iteration 27Q: 3 clusters Score -82149.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82191.070312 Penalty: 2183.286621
	Iteration 28Q: 3 clusters Score -82191.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82229.796875 Penalty: 2183.286621
	Iteration 29Q: 3 clusters Score -82229.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82267.031250 Penalty: 2183.286621
	Iteration 30Q: 3 clusters Score -82267.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82309.281250 Penalty: 2183.286621
	Iteration 31Q: 3 clusters Score -82309.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82334.406250 Penalty: 2183.286621
	Iteration 32Q: 3 clusters Score -82334.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82346.585938 Penalty: 2183.286621
	Iteration 33Q: 3 clusters Score -82346.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82353.289062 Penalty: 2183.286621
	Iteration 34Q: 3 clusters Score -82353.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82366.437500 Penalty: 2183.286621
	Iteration 35Q: 3 clusters Score -82366.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82373.117188 Penalty: 2183.286621
	Iteration 36Q: 3 clusters Score -82373.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82377.875000 Penalty: 2183.286621
	Iteration 37Q: 3 clusters Score -82377.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82380.023438 Penalty: 2183.286621
	Iteration 38Q: 3 clusters Score -82380.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82422.367188 Penalty: 2183.286621
	Iteration 39F: 3 clusters Score -82422.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82495.070312 Penalty: 2183.286621
	Iteration 40F: 3 clusters Score -82495.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82532.726562 Penalty: 2183.286621
	Iteration 41Q: 3 clusters Score -82532.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82574.726562 Penalty: 2183.286621
	Iteration 42Q: 3 clusters Score -82574.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82601.640625 Penalty: 2183.286621
	Iteration 43Q: 3 clusters Score -82601.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82628.257812 Penalty: 2183.286621
	Iteration 44Q: 3 clusters Score -82628.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82670.375000 Penalty: 2183.286621
	Iteration 45Q: 3 clusters Score -82670.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82689.632812 Penalty: 2183.286621
	Iteration 46Q: 3 clusters Score -82689.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82700.593750 Penalty: 2183.286621
	Iteration 47Q: 3 clusters Score -82700.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82708.593750 Penalty: 2183.286621
	Iteration 48Q: 3 clusters Score -82708.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82709.000000 Penalty: 2183.286621
	Iteration 49Q: 3 clusters Score -82709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82709.000000 Penalty: 2183.286621
	Iteration 50F: 3 clusters Score -82709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 407 members 
Entering Unmasked Estep 
Score: -141678512.000000 Penalty: 79403.289062
Splitting cluster 2 changes total score from -141678704.000000 to -141678512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -172425.265625 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -172425.3 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 735 members 
Entering Unmasked Estep 
Score: -170602.234375 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -170602.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -171164.656250 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -171164.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171497.875000 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -171497.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -171749.875000 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -171749.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171943.718750 Penalty: 2388.081787
	Iteration 4F: 3 clusters Score -171943.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -172099.562500 Penalty: 2388.081787
	Iteration 5F: 3 clusters Score -172099.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -172207.937500 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -172207.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -172293.437500 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -172293.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -172345.250000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -172345.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -172389.187500 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -172389.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -172418.015625 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -172418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -172441.234375 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -172441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -172464.890625 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -172464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -172483.125000 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -172483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -172494.218750 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -172494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -172501.421875 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -172501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -172508.296875 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -172508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -172510.328125 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -172510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -172513.765625 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -172513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -172515.687500 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -172515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -172517.515625 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -172517.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -172526.203125 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -172526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172566.078125 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -172566.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172671.890625 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -172671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -172711.125000 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -172711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -172722.593750 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -172722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -172722.828125 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -172722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -172722.828125 Penalty: 2388.081787
	Iteration 27F: 3 clusters Score -172722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 1083 members 
Entering Unmasked Estep 
Score: -141678128.000000 Penalty: 79403.289062
Splitting cluster 3 changes total score from -141678704.000000 to -141678128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (109538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Entering Unmasked Estep 
Score: -13806866.000000 Penalty: 1885.654297
	Iteration 0F: 2 clusters Score -1.380687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -13734898.000000 Penalty: 3771.308594
	Iteration 0F: 3 clusters Score -1.37349e+07 nChanged 52599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -13765788.000000 Penalty: 3771.308594
	Iteration 1F: 3 clusters Score -1.376579e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -13766591.000000 Penalty: 3771.308594
	Iteration 2Q: 3 clusters Score -1.376659e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -13767755.000000 Penalty: 3771.308594
	Iteration 3Q: 3 clusters Score -1.376776e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -13769473.000000 Penalty: 3771.308594
	Iteration 4Q: 3 clusters Score -1.376947e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -13772233.000000 Penalty: 3771.308594
	Iteration 5Q: 3 clusters Score -1.377223e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -13776067.000000 Penalty: 3771.308594
	Iteration 6F: 3 clusters Score -1.377607e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -13780828.000000 Penalty: 3771.308594
	Iteration 7F: 3 clusters Score -1.378083e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -13785646.000000 Penalty: 3771.308594
	Iteration 8F: 3 clusters Score -1.378565e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -13789993.000000 Penalty: 3771.308594
	Iteration 9F: 3 clusters Score -1.378999e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -13792849.000000 Penalty: 3771.308594
	Iteration 10Q: 3 clusters Score -1.379285e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -13794799.000000 Penalty: 3771.308594
	Iteration 11Q: 3 clusters Score -1.37948e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -13796304.000000 Penalty: 3771.308594
	Iteration 12Q: 3 clusters Score -1.37963e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -13797569.000000 Penalty: 3771.308594
	Iteration 13Q: 3 clusters Score -1.379757e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -13798728.000000 Penalty: 3771.308594
	Iteration 14Q: 3 clusters Score -1.379873e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -13799879.000000 Penalty: 3771.308594
	Iteration 15Q: 3 clusters Score -1.379988e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -13801022.000000 Penalty: 3771.308594
	Iteration 16Q: 3 clusters Score -1.380102e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -13802038.000000 Penalty: 3771.308594
	Iteration 17Q: 3 clusters Score -1.380204e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -13802756.000000 Penalty: 3771.308594
	Iteration 18Q: 3 clusters Score -1.380276e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -13803351.000000 Penalty: 3771.308594
	Iteration 19Q: 3 clusters Score -1.380335e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -13803823.000000 Penalty: 3771.308594
	Iteration 20F: 3 clusters Score -1.380382e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -13804168.000000 Penalty: 3771.308594
	Iteration 21Q: 3 clusters Score -1.380417e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -13804455.000000 Penalty: 3771.308594
	Iteration 22Q: 3 clusters Score -1.380446e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107147 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13804708.000000 Penalty: 3771.308594
	Iteration 23Q: 3 clusters Score -1.380471e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -13804876.000000 Penalty: 3771.308594
	Iteration 24Q: 3 clusters Score -1.380488e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13804988.000000 Penalty: 3771.308594
	Iteration 25Q: 3 clusters Score -1.380499e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13805057.000000 Penalty: 3771.308594
	Iteration 26Q: 3 clusters Score -1.380506e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13805108.000000 Penalty: 3771.308594
	Iteration 27Q: 3 clusters Score -1.380511e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13805163.000000 Penalty: 3771.308594
	Iteration 28Q: 3 clusters Score -1.380516e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -13805192.000000 Penalty: 3771.308594
	Iteration 29Q: 3 clusters Score -1.380519e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13805227.000000 Penalty: 3771.308594
	Iteration 30Q: 3 clusters Score -1.380523e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108474 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13805259.000000 Penalty: 3771.308594
	Iteration 31Q: 3 clusters Score -1.380526e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -13805264.000000 Penalty: 3771.308594
	Iteration 32Q: 3 clusters Score -1.380526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13805272.000000 Penalty: 3771.308594
	Iteration 33Q: 3 clusters Score -1.380527e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13805301.000000 Penalty: 3771.308594
	Iteration 34Q: 3 clusters Score -1.38053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108619 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13805306.000000 Penalty: 3771.308594
	Iteration 35Q: 3 clusters Score -1.380531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13805315.000000 Penalty: 3771.308594
	Iteration 36Q: 3 clusters Score -1.380532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13805334.000000 Penalty: 3771.308594
	Iteration 37Q: 3 clusters Score -1.380533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13805340.000000 Penalty: 3771.308594
	Iteration 38Q: 3 clusters Score -1.380534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13805363.000000 Penalty: 3771.308594
	Iteration 39Q: 3 clusters Score -1.380536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13805375.000000 Penalty: 3771.308594
	Iteration 40F: 3 clusters Score -1.380538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13805380.000000 Penalty: 3771.308594
	Iteration 41Q: 3 clusters Score -1.380538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13805391.000000 Penalty: 3771.308594
	Iteration 42Q: 3 clusters Score -1.380539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13805393.000000 Penalty: 3771.308594
	Iteration 43Q: 3 clusters Score -1.380539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13805390.000000 Penalty: 3771.308594
	Iteration 44Q: 3 clusters Score -1.380539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13805400.000000 Penalty: 3771.308594
	Iteration 45Q: 3 clusters Score -1.38054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13805399.000000 Penalty: 3771.308594
	Iteration 46Q: 3 clusters Score -1.38054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13805401.000000 Penalty: 3771.308594
	Iteration 47Q: 3 clusters Score -1.38054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13805399.000000 Penalty: 3771.308594
	Iteration 48Q: 3 clusters Score -1.38054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13805404.000000 Penalty: 3771.308594
	Iteration 49Q: 3 clusters Score -1.38054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13805406.000000 Penalty: 3771.308594
	Iteration 50Q: 3 clusters Score -1.380541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13805408.000000 Penalty: 3771.308594
	Iteration 51Q: 3 clusters Score -1.380541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13805407.000000 Penalty: 3771.308594
	Iteration 52Q: 3 clusters Score -1.380541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13805403.000000 Penalty: 3771.308594
	Iteration 53Q: 3 clusters Score -1.38054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13805405.000000 Penalty: 3771.308594
	Iteration 54Q: 3 clusters Score -1.38054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13805405.000000 Penalty: 3771.308594
	Iteration 55F: 3 clusters Score -1.38054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -66437.617188 Penalty: 1040.041870
	Iteration 0F: 2 clusters Score -66437.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65306.253906 Penalty: 2080.083740
	Iteration 0F: 3 clusters Score -65306.25 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65514.265625 Penalty: 2080.083740
	Iteration 1F: 3 clusters Score -65514.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65586.281250 Penalty: 2080.083740
	Iteration 2F: 3 clusters Score -65586.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65651.187500 Penalty: 2080.083740
	Iteration 3F: 3 clusters Score -65651.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65688.781250 Penalty: 2080.083740
	Iteration 4Q: 3 clusters Score -65688.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65734.921875 Penalty: 2080.083740
	Iteration 5Q: 3 clusters Score -65734.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65763.070312 Penalty: 2080.083740
	Iteration 6Q: 3 clusters Score -65763.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65797.335938 Penalty: 2080.083740
	Iteration 7Q: 3 clusters Score -65797.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65815.671875 Penalty: 2080.083740
	Iteration 8Q: 3 clusters Score -65815.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65843.882812 Penalty: 2080.083740
	Iteration 9Q: 3 clusters Score -65843.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65935.414062 Penalty: 2080.083740
	Iteration 10Q: 3 clusters Score -65935.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66005.335938 Penalty: 2080.083740
	Iteration 11Q: 3 clusters Score -66005.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66081.695312 Penalty: 2080.083740
	Iteration 12Q: 3 clusters Score -66081.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66146.843750 Penalty: 2080.083740
	Iteration 13Q: 3 clusters Score -66146.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66204.453125 Penalty: 2080.083740
	Iteration 14Q: 3 clusters Score -66204.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66250.679688 Penalty: 2080.083740
	Iteration 15Q: 3 clusters Score -66250.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66303.648438 Penalty: 2080.083740
	Iteration 16Q: 3 clusters Score -66303.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66341.773438 Penalty: 2080.083740
	Iteration 17Q: 3 clusters Score -66341.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66357.476562 Penalty: 2080.083740
	Iteration 18Q: 3 clusters Score -66357.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66379.515625 Penalty: 2080.083740
	Iteration 19Q: 3 clusters Score -66379.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66406.695312 Penalty: 2080.083740
	Iteration 20F: 3 clusters Score -66406.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66448.437500 Penalty: 2080.083740
	Iteration 21Q: 3 clusters Score -66448.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66476.320312 Penalty: 2080.083740
	Iteration 22Q: 3 clusters Score -66476.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66516.406250 Penalty: 2080.083740
	Iteration 23Q: 3 clusters Score -66516.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66516.406250 Penalty: 2080.083740
	Iteration 24F: 3 clusters Score -66516.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 342 members 
Entering Unmasked Estep 
Score: -141677504.000000 Penalty: 79403.289062
Splitting cluster 5 changes total score from -141678704.000000 to -141677504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (30985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Entering Unmasked Estep 
Score: -3956587.750000 Penalty: 1680.454468
	Iteration 0F: 2 clusters Score -3956588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3935674.500000 Penalty: 3360.908936
	Iteration 0F: 3 clusters Score -3935674 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3943942.500000 Penalty: 3360.908936
	Iteration 1F: 3 clusters Score -3943942 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3944527.000000 Penalty: 3360.908936
	Iteration 2F: 3 clusters Score -3944527 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3945148.250000 Penalty: 3360.908936
	Iteration 3F: 3 clusters Score -3945148 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3945717.500000 Penalty: 3360.908936
	Iteration 4Q: 3 clusters Score -3945718 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3946434.500000 Penalty: 3360.908936
	Iteration 5Q: 3 clusters Score -3946434 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3947331.750000 Penalty: 3360.908936
	Iteration 6F: 3 clusters Score -3947332 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3948404.000000 Penalty: 3360.908936
	Iteration 7F: 3 clusters Score -3948404 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3949514.250000 Penalty: 3360.908936
	Iteration 8F: 3 clusters Score -3949514 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3950593.000000 Penalty: 3360.908936
	Iteration 9F: 3 clusters Score -3950593 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3951208.750000 Penalty: 3360.908936
	Iteration 10Q: 3 clusters Score -3951209 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3951468.250000 Penalty: 3360.908936
	Iteration 11Q: 3 clusters Score -3951468 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3951598.000000 Penalty: 3360.908936
	Iteration 12Q: 3 clusters Score -3951598 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3951705.500000 Penalty: 3360.908936
	Iteration 13Q: 3 clusters Score -3951706 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3951739.750000 Penalty: 3360.908936
	Iteration 14Q: 3 clusters Score -3951740 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3951822.500000 Penalty: 3360.908936
	Iteration 15Q: 3 clusters Score -3951822 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3951869.500000 Penalty: 3360.908936
	Iteration 16Q: 3 clusters Score -3951870 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3951926.000000 Penalty: 3360.908936
	Iteration 17Q: 3 clusters Score -3951926 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3951984.500000 Penalty: 3360.908936
	Iteration 18Q: 3 clusters Score -3951984 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3952028.000000 Penalty: 3360.908936
	Iteration 19Q: 3 clusters Score -3952028 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3952087.250000 Penalty: 3360.908936
	Iteration 20F: 3 clusters Score -3952087 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3952156.000000 Penalty: 3360.908936
	Iteration 21Q: 3 clusters Score -3952156 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3952218.750000 Penalty: 3360.908936
	Iteration 22Q: 3 clusters Score -3952219 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3952275.500000 Penalty: 3360.908936
	Iteration 23Q: 3 clusters Score -3952276 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3952338.750000 Penalty: 3360.908936
	Iteration 24Q: 3 clusters Score -3952339 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3952399.000000 Penalty: 3360.908936
	Iteration 25Q: 3 clusters Score -3952399 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3952463.750000 Penalty: 3360.908936
	Iteration 26Q: 3 clusters Score -3952464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3952511.500000 Penalty: 3360.908936
	Iteration 27Q: 3 clusters Score -3952512 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3952587.000000 Penalty: 3360.908936
	Iteration 28Q: 3 clusters Score -3952587 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3952664.000000 Penalty: 3360.908936
	Iteration 29Q: 3 clusters Score -3952664 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3952727.000000 Penalty: 3360.908936
	Iteration 30Q: 3 clusters Score -3952727 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3952799.250000 Penalty: 3360.908936
	Iteration 31Q: 3 clusters Score -3952799 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3952882.750000 Penalty: 3360.908936
	Iteration 32Q: 3 clusters Score -3952883 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3952987.500000 Penalty: 3360.908936
	Iteration 33Q: 3 clusters Score -3952988 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3953109.500000 Penalty: 3360.908936
	Iteration 34Q: 3 clusters Score -3953110 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3953229.250000 Penalty: 3360.908936
	Iteration 35Q: 3 clusters Score -3953229 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3953343.500000 Penalty: 3360.908936
	Iteration 36Q: 3 clusters Score -3953344 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3953459.500000 Penalty: 3360.908936
	Iteration 37Q: 3 clusters Score -3953460 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3953552.250000 Penalty: 3360.908936
	Iteration 38Q: 3 clusters Score -3953552 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3953669.250000 Penalty: 3360.908936
	Iteration 39Q: 3 clusters Score -3953669 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3953784.000000 Penalty: 3360.908936
	Iteration 40F: 3 clusters Score -3953784 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3953890.000000 Penalty: 3360.908936
	Iteration 41Q: 3 clusters Score -3953890 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3954021.000000 Penalty: 3360.908936
	Iteration 42Q: 3 clusters Score -3954021 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3954123.000000 Penalty: 3360.908936
	Iteration 43Q: 3 clusters Score -3954123 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3954239.000000 Penalty: 3360.908936
	Iteration 44Q: 3 clusters Score -3954239 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3954311.500000 Penalty: 3360.908936
	Iteration 45Q: 3 clusters Score -3954312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3954381.500000 Penalty: 3360.908936
	Iteration 46Q: 3 clusters Score -3954382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3954428.500000 Penalty: 3360.908936
	Iteration 47Q: 3 clusters Score -3954428 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3954471.250000 Penalty: 3360.908936
	Iteration 48Q: 3 clusters Score -3954471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3954510.250000 Penalty: 3360.908936
	Iteration 49Q: 3 clusters Score -3954510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3954552.000000 Penalty: 3360.908936
	Iteration 50Q: 3 clusters Score -3954552 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3954597.500000 Penalty: 3360.908936
	Iteration 51Q: 3 clusters Score -3954598 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3954638.000000 Penalty: 3360.908936
	Iteration 52Q: 3 clusters Score -3954638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3954678.000000 Penalty: 3360.908936
	Iteration 53Q: 3 clusters Score -3954678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3954714.500000 Penalty: 3360.908936
	Iteration 54Q: 3 clusters Score -3954714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3954743.750000 Penalty: 3360.908936
	Iteration 55Q: 3 clusters Score -3954744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3954775.000000 Penalty: 3360.908936
	Iteration 56Q: 3 clusters Score -3954775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3954785.000000 Penalty: 3360.908936
	Iteration 57Q: 3 clusters Score -3954785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3954798.500000 Penalty: 3360.908936
	Iteration 58Q: 3 clusters Score -3954798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3954840.750000 Penalty: 3360.908936
	Iteration 59Q: 3 clusters Score -3954841 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3954862.000000 Penalty: 3360.908936
	Iteration 60F: 3 clusters Score -3954862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3954884.500000 Penalty: 3360.908936
	Iteration 61Q: 3 clusters Score -3954884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3954902.250000 Penalty: 3360.908936
	Iteration 62Q: 3 clusters Score -3954902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3954920.000000 Penalty: 3360.908936
	Iteration 63Q: 3 clusters Score -3954920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3954938.750000 Penalty: 3360.908936
	Iteration 64Q: 3 clusters Score -3954939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3954954.000000 Penalty: 3360.908936
	Iteration 65Q: 3 clusters Score -3954954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3954961.250000 Penalty: 3360.908936
	Iteration 66Q: 3 clusters Score -3954961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3954954.500000 Penalty: 3360.908936
	Iteration 67Q: 3 clusters Score -3954954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3954970.000000 Penalty: 3360.908936
	Iteration 68Q: 3 clusters Score -3954970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3954970.250000 Penalty: 3360.908936
	Iteration 69Q: 3 clusters Score -3954970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3954984.500000 Penalty: 3360.908936
	Iteration 70Q: 3 clusters Score -3954984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3955000.000000 Penalty: 3360.908936
	Iteration 71Q: 3 clusters Score -3955000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3955001.500000 Penalty: 3360.908936
	Iteration 72Q: 3 clusters Score -3955002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3955012.500000 Penalty: 3360.908936
	Iteration 73Q: 3 clusters Score -3955012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3955021.000000 Penalty: 3360.908936
	Iteration 74Q: 3 clusters Score -3955021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3955031.000000 Penalty: 3360.908936
	Iteration 75Q: 3 clusters Score -3955031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3955043.250000 Penalty: 3360.908936
	Iteration 76Q: 3 clusters Score -3955043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3955045.250000 Penalty: 3360.908936
	Iteration 77Q: 3 clusters Score -3955045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3955064.250000 Penalty: 3360.908936
	Iteration 78Q: 3 clusters Score -3955064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3955074.750000 Penalty: 3360.908936
	Iteration 79Q: 3 clusters Score -3955075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3955093.500000 Penalty: 3360.908936
	Iteration 80F: 3 clusters Score -3955094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3955105.000000 Penalty: 3360.908936
	Iteration 81Q: 3 clusters Score -3955105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3955106.500000 Penalty: 3360.908936
	Iteration 82Q: 3 clusters Score -3955106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3955115.250000 Penalty: 3360.908936
	Iteration 83Q: 3 clusters Score -3955115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3955129.250000 Penalty: 3360.908936
	Iteration 84Q: 3 clusters Score -3955129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3955132.750000 Penalty: 3360.908936
	Iteration 85Q: 3 clusters Score -3955133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3955135.500000 Penalty: 3360.908936
	Iteration 86Q: 3 clusters Score -3955136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3955139.750000 Penalty: 3360.908936
	Iteration 87Q: 3 clusters Score -3955140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3955144.250000 Penalty: 3360.908936
	Iteration 88Q: 3 clusters Score -3955144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3955148.000000 Penalty: 3360.908936
	Iteration 89Q: 3 clusters Score -3955148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3955147.000000 Penalty: 3360.908936
	Iteration 90Q: 3 clusters Score -3955147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3955145.000000 Penalty: 3360.908936
	Iteration 91Q: 3 clusters Score -3955145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3955149.750000 Penalty: 3360.908936
	Iteration 92Q: 3 clusters Score -3955150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3955151.250000 Penalty: 3360.908936
	Iteration 93Q: 3 clusters Score -3955151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3955152.500000 Penalty: 3360.908936
	Iteration 94Q: 3 clusters Score -3955152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3955157.000000 Penalty: 3360.908936
	Iteration 95Q: 3 clusters Score -3955157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3955154.500000 Penalty: 3360.908936
	Iteration 96Q: 3 clusters Score -3955154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3955159.000000 Penalty: 3360.908936
	Iteration 97Q: 3 clusters Score -3955159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3955156.750000 Penalty: 3360.908936
	Iteration 98Q: 3 clusters Score -3955157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3955161.500000 Penalty: 3360.908936
	Iteration 99Q: 3 clusters Score -3955162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3955158.750000 Penalty: 3360.908936
	Iteration 100F: 3 clusters Score -3955159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3955158.500000 Penalty: 3360.908936
	Iteration 101Q: 3 clusters Score -3955158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3955158.500000 Penalty: 3360.908936
	Iteration 102F: 3 clusters Score -3955158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Entering Unmasked Estep 
Score: -13436338.000000 Penalty: 1881.470825
	Iteration 0F: 2 clusters Score -1.343634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -13366279.000000 Penalty: 3762.941650
	Iteration 0F: 3 clusters Score -1.336628e+07 nChanged 50988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -13396120.000000 Penalty: 3762.941650
	Iteration 1F: 3 clusters Score -1.339612e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -13397555.000000 Penalty: 3762.941650
	Iteration 2Q: 3 clusters Score -1.339756e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -13399706.000000 Penalty: 3762.941650
	Iteration 3Q: 3 clusters Score -1.339971e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -13402757.000000 Penalty: 3762.941650
	Iteration 4F: 3 clusters Score -1.340276e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -13406996.000000 Penalty: 3762.941650
	Iteration 5F: 3 clusters Score -1.3407e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -13411760.000000 Penalty: 3762.941650
	Iteration 6F: 3 clusters Score -1.341176e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -13416172.000000 Penalty: 3762.941650
	Iteration 7F: 3 clusters Score -1.341617e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -13419725.000000 Penalty: 3762.941650
	Iteration 8F: 3 clusters Score -1.341972e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -13422066.000000 Penalty: 3762.941650
	Iteration 9Q: 3 clusters Score -1.342207e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -13423450.000000 Penalty: 3762.941650
	Iteration 10Q: 3 clusters Score -1.342345e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -13424186.000000 Penalty: 3762.941650
	Iteration 11Q: 3 clusters Score -1.342419e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -13424663.000000 Penalty: 3762.941650
	Iteration 12Q: 3 clusters Score -1.342466e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -13425134.000000 Penalty: 3762.941650
	Iteration 13Q: 3 clusters Score -1.342513e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -13425490.000000 Penalty: 3762.941650
	Iteration 14Q: 3 clusters Score -1.342549e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -13425776.000000 Penalty: 3762.941650
	Iteration 15Q: 3 clusters Score -1.342578e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -13426094.000000 Penalty: 3762.941650
	Iteration 16Q: 3 clusters Score -1.342609e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -13426297.000000 Penalty: 3762.941650
	Iteration 17Q: 3 clusters Score -1.34263e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -13426490.000000 Penalty: 3762.941650
	Iteration 18Q: 3 clusters Score -1.342649e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -13426622.000000 Penalty: 3762.941650
	Iteration 19Q: 3 clusters Score -1.342662e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -13426701.000000 Penalty: 3762.941650
	Iteration 20F: 3 clusters Score -1.34267e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -13426791.000000 Penalty: 3762.941650
	Iteration 21Q: 3 clusters Score -1.342679e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -13426747.000000 Penalty: 3762.941650
	Iteration 22Q: 3 clusters Score -1.342675e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -13426779.000000 Penalty: 3762.941650
	Iteration 23Q: 3 clusters Score -1.342678e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -13426823.000000 Penalty: 3762.941650
	Iteration 24Q: 3 clusters Score -1.342682e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -13426870.000000 Penalty: 3762.941650
	Iteration 25Q: 3 clusters Score -1.342687e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -13426861.000000 Penalty: 3762.941650
	Iteration 26Q: 3 clusters Score -1.342686e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -13426878.000000 Penalty: 3762.941650
	Iteration 27Q: 3 clusters Score -1.342688e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -13426903.000000 Penalty: 3762.941650
	Iteration 28Q: 3 clusters Score -1.34269e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -13426909.000000 Penalty: 3762.941650
	Iteration 29Q: 3 clusters Score -1.342691e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -13426902.000000 Penalty: 3762.941650
	Iteration 30Q: 3 clusters Score -1.34269e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -13426932.000000 Penalty: 3762.941650
	Iteration 31Q: 3 clusters Score -1.342693e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -13426912.000000 Penalty: 3762.941650
	Iteration 32Q: 3 clusters Score -1.342691e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -13426937.000000 Penalty: 3762.941650
	Iteration 33Q: 3 clusters Score -1.342694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -13426936.000000 Penalty: 3762.941650
	Iteration 34Q: 3 clusters Score -1.342694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -13426942.000000 Penalty: 3762.941650
	Iteration 35Q: 3 clusters Score -1.342694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -13426928.000000 Penalty: 3762.941650
	Iteration 36Q: 3 clusters Score -1.342693e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -13426936.000000 Penalty: 3762.941650
	Iteration 37Q: 3 clusters Score -1.342694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -13426928.000000 Penalty: 3762.941650
	Iteration 38Q: 3 clusters Score -1.342693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -13426937.000000 Penalty: 3762.941650
	Iteration 39Q: 3 clusters Score -1.342694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -13426939.000000 Penalty: 3762.941650
	Iteration 40F: 3 clusters Score -1.342694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -13426951.000000 Penalty: 3762.941650
	Iteration 41Q: 3 clusters Score -1.342695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -13426950.000000 Penalty: 3762.941650
	Iteration 42Q: 3 clusters Score -1.342695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -13426928.000000 Penalty: 3762.941650
	Iteration 43Q: 3 clusters Score -1.342693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -13426944.000000 Penalty: 3762.941650
	Iteration 44Q: 3 clusters Score -1.342694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -13426932.000000 Penalty: 3762.941650
	Iteration 45Q: 3 clusters Score -1.342693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -13426954.000000 Penalty: 3762.941650
	Iteration 46Q: 3 clusters Score -1.342695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -13426957.000000 Penalty: 3762.941650
	Iteration 47Q: 3 clusters Score -1.342696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -13426956.000000 Penalty: 3762.941650
	Iteration 48Q: 3 clusters Score -1.342696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -13426953.000000 Penalty: 3762.941650
	Iteration 49Q: 3 clusters Score -1.342695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -13426947.000000 Penalty: 3762.941650
	Iteration 50Q: 3 clusters Score -1.342695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -13426936.000000 Penalty: 3762.941650
	Iteration 51Q: 3 clusters Score -1.342694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -13426936.000000 Penalty: 3762.941650
	Iteration 52F: 3 clusters Score -1.342694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Entering Unmasked Estep 
Score: -4136024.000000 Penalty: 1687.726074
	Iteration 0F: 2 clusters Score -4136024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4114216.000000 Penalty: 3375.452148
	Iteration 0F: 3 clusters Score -4114216 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4122383.500000 Penalty: 3375.452148
	Iteration 1F: 3 clusters Score -4122384 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4122766.250000 Penalty: 3375.452148
	Iteration 2Q: 3 clusters Score -4122766 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4123193.250000 Penalty: 3375.452148
	Iteration 3Q: 3 clusters Score -4123193 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4123661.750000 Penalty: 3375.452148
	Iteration 4Q: 3 clusters Score -4123662 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4124335.500000 Penalty: 3375.452148
	Iteration 5Q: 3 clusters Score -4124336 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -4125239.250000 Penalty: 3375.452148
	Iteration 6Q: 3 clusters Score -4125239 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4126465.000000 Penalty: 3375.452148
	Iteration 7F: 3 clusters Score -4126465 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4127840.750000 Penalty: 3375.452148
	Iteration 8F: 3 clusters Score -4127841 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4129011.750000 Penalty: 3375.452148
	Iteration 9F: 3 clusters Score -4129012 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4129957.500000 Penalty: 3375.452148
	Iteration 10Q: 3 clusters Score -4129958 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4130507.250000 Penalty: 3375.452148
	Iteration 11Q: 3 clusters Score -4130507 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4130855.500000 Penalty: 3375.452148
	Iteration 12Q: 3 clusters Score -4130856 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4131082.250000 Penalty: 3375.452148
	Iteration 13Q: 3 clusters Score -4131082 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4131232.500000 Penalty: 3375.452148
	Iteration 14Q: 3 clusters Score -4131232 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4131346.000000 Penalty: 3375.452148
	Iteration 15Q: 3 clusters Score -4131346 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4131410.750000 Penalty: 3375.452148
	Iteration 16Q: 3 clusters Score -4131411 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4131509.000000 Penalty: 3375.452148
	Iteration 17Q: 3 clusters Score -4131509 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -4131598.500000 Penalty: 3375.452148
	Iteration 18Q: 3 clusters Score -4131598 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4131695.500000 Penalty: 3375.452148
	Iteration 19Q: 3 clusters Score -4131696 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4131777.250000 Penalty: 3375.452148
	Iteration 20F: 3 clusters Score -4131777 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4131878.750000 Penalty: 3375.452148
	Iteration 21Q: 3 clusters Score -4131879 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4131979.250000 Penalty: 3375.452148
	Iteration 22Q: 3 clusters Score -4131979 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4132085.250000 Penalty: 3375.452148
	Iteration 23Q: 3 clusters Score -4132085 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -4132184.000000 Penalty: 3375.452148
	Iteration 24Q: 3 clusters Score -4132184 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4132288.250000 Penalty: 3375.452148
	Iteration 25Q: 3 clusters Score -4132288 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4132409.750000 Penalty: 3375.452148
	Iteration 26Q: 3 clusters Score -4132410 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4132511.500000 Penalty: 3375.452148
	Iteration 27Q: 3 clusters Score -4132512 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4132653.000000 Penalty: 3375.452148
	Iteration 28Q: 3 clusters Score -4132653 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -4132795.250000 Penalty: 3375.452148
	Iteration 29Q: 3 clusters Score -4132795 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4132926.500000 Penalty: 3375.452148
	Iteration 30Q: 3 clusters Score -4132926 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4133070.250000 Penalty: 3375.452148
	Iteration 31Q: 3 clusters Score -4133070 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4133237.500000 Penalty: 3375.452148
	Iteration 32Q: 3 clusters Score -4133238 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4133421.250000 Penalty: 3375.452148
	Iteration 33Q: 3 clusters Score -4133421 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4133591.000000 Penalty: 3375.452148
	Iteration 34Q: 3 clusters Score -4133591 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4133733.750000 Penalty: 3375.452148
	Iteration 35Q: 3 clusters Score -4133734 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4133874.500000 Penalty: 3375.452148
	Iteration 36Q: 3 clusters Score -4133874 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4133988.500000 Penalty: 3375.452148
	Iteration 37Q: 3 clusters Score -4133988 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4134084.250000 Penalty: 3375.452148
	Iteration 38Q: 3 clusters Score -4134084 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4134162.000000 Penalty: 3375.452148
	Iteration 39Q: 3 clusters Score -4134162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4134221.750000 Penalty: 3375.452148
	Iteration 40F: 3 clusters Score -4134222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4134266.000000 Penalty: 3375.452148
	Iteration 41Q: 3 clusters Score -4134266 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4134287.500000 Penalty: 3375.452148
	Iteration 42Q: 3 clusters Score -4134288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4134329.500000 Penalty: 3375.452148
	Iteration 43Q: 3 clusters Score -4134330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4134369.500000 Penalty: 3375.452148
	Iteration 44Q: 3 clusters Score -4134370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4134412.000000 Penalty: 3375.452148
	Iteration 45Q: 3 clusters Score -4134412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4134444.500000 Penalty: 3375.452148
	Iteration 46Q: 3 clusters Score -4134444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4134471.750000 Penalty: 3375.452148
	Iteration 47Q: 3 clusters Score -4134472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4134498.250000 Penalty: 3375.452148
	Iteration 48Q: 3 clusters Score -4134498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4134518.250000 Penalty: 3375.452148
	Iteration 49Q: 3 clusters Score -4134518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4134536.500000 Penalty: 3375.452148
	Iteration 50Q: 3 clusters Score -4134536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4134539.250000 Penalty: 3375.452148
	Iteration 51Q: 3 clusters Score -4134539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4134551.000000 Penalty: 3375.452148
	Iteration 52Q: 3 clusters Score -4134551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4134556.250000 Penalty: 3375.452148
	Iteration 53Q: 3 clusters Score -4134556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4134563.500000 Penalty: 3375.452148
	Iteration 54Q: 3 clusters Score -4134564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4134574.000000 Penalty: 3375.452148
	Iteration 55Q: 3 clusters Score -4134574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4134578.500000 Penalty: 3375.452148
	Iteration 56Q: 3 clusters Score -4134578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4134575.250000 Penalty: 3375.452148
	Iteration 57Q: 3 clusters Score -4134575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4134578.750000 Penalty: 3375.452148
	Iteration 58Q: 3 clusters Score -4134579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4134577.500000 Penalty: 3375.452148
	Iteration 59Q: 3 clusters Score -4134578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4134577.500000 Penalty: 3375.452148
	Iteration 60F: 3 clusters Score -4134578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4134580.000000 Penalty: 3375.452148
	Iteration 61Q: 3 clusters Score -4134580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4134581.000000 Penalty: 3375.452148
	Iteration 62Q: 3 clusters Score -4134581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4134582.750000 Penalty: 3375.452148
	Iteration 63Q: 3 clusters Score -4134583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4134584.750000 Penalty: 3375.452148
	Iteration 64Q: 3 clusters Score -4134585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4134589.250000 Penalty: 3375.452148
	Iteration 65Q: 3 clusters Score -4134589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4134592.500000 Penalty: 3375.452148
	Iteration 66Q: 3 clusters Score -4134592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4134593.250000 Penalty: 3375.452148
	Iteration 67Q: 3 clusters Score -4134593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4134596.000000 Penalty: 3375.452148
	Iteration 68Q: 3 clusters Score -4134596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4134601.000000 Penalty: 3375.452148
	Iteration 69Q: 3 clusters Score -4134601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4134598.250000 Penalty: 3375.452148
	Iteration 70Q: 3 clusters Score -4134598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4134598.750000 Penalty: 3375.452148
	Iteration 71Q: 3 clusters Score -4134599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4134597.750000 Penalty: 3375.452148
	Iteration 72Q: 3 clusters Score -4134598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4134601.000000 Penalty: 3375.452148
	Iteration 73Q: 3 clusters Score -4134601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4134601.000000 Penalty: 3375.452148
	Iteration 74Q: 3 clusters Score -4134601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4134603.750000 Penalty: 3375.452148
	Iteration 75Q: 3 clusters Score -4134604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4134604.000000 Penalty: 3375.452148
	Iteration 76Q: 3 clusters Score -4134604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4134612.500000 Penalty: 3375.452148
	Iteration 77Q: 3 clusters Score -4134612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4134616.250000 Penalty: 3375.452148
	Iteration 78Q: 3 clusters Score -4134616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4134614.500000 Penalty: 3375.452148
	Iteration 79Q: 3 clusters Score -4134614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4134616.250000 Penalty: 3375.452148
	Iteration 80F: 3 clusters Score -4134616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4134623.750000 Penalty: 3375.452148
	Iteration 81Q: 3 clusters Score -4134624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4134629.750000 Penalty: 3375.452148
	Iteration 82Q: 3 clusters Score -4134630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4134631.750000 Penalty: 3375.452148
	Iteration 83Q: 3 clusters Score -4134632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4134631.750000 Penalty: 3375.452148
	Iteration 84F: 3 clusters Score -4134632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -39793.378906 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -39793.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38834.281250 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -38834.28 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39412.585938 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -39412.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39834.187500 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -39834.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40198.898438 Penalty: 2032.494385
	Iteration 3F: 3 clusters Score -40198.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40625.050781 Penalty: 2032.494385
	Iteration 4F: 3 clusters Score -40625.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40816.746094 Penalty: 2032.494385
	Iteration 5F: 3 clusters Score -40816.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40909.488281 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -40909.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40932.824219 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -40932.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40939.339844 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -40939.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40939.339844 Penalty: 2032.494385
	Iteration 9F: 3 clusters Score -40939.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Entering Unmasked Estep 
Score: -141678848.000000 Penalty: 79403.289062
Splitting cluster 9 changes total score from -141678704.000000 to -141678848.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 10 (5643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Entering Unmasked Estep 
Score: -668747.125000 Penalty: 1403.702759
	Iteration 0F: 2 clusters Score -668747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -664358.875000 Penalty: 2807.405518
	Iteration 0F: 3 clusters Score -664358.9 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -665696.187500 Penalty: 2807.405518
	Iteration 1F: 3 clusters Score -665696.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -666140.125000 Penalty: 2807.405518
	Iteration 2F: 3 clusters Score -666140.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -666556.375000 Penalty: 2807.405518
	Iteration 3F: 3 clusters Score -666556.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -666878.312500 Penalty: 2807.405518
	Iteration 4F: 3 clusters Score -666878.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -667117.562500 Penalty: 2807.405518
	Iteration 5F: 3 clusters Score -667117.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -667268.375000 Penalty: 2807.405518
	Iteration 6F: 3 clusters Score -667268.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -667410.937500 Penalty: 2807.405518
	Iteration 7Q: 3 clusters Score -667410.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -667530.312500 Penalty: 2807.405518
	Iteration 8Q: 3 clusters Score -667530.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -667640.125000 Penalty: 2807.405518
	Iteration 9Q: 3 clusters Score -667640.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -667747.812500 Penalty: 2807.405518
	Iteration 10Q: 3 clusters Score -667747.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -667879.750000 Penalty: 2807.405518
	Iteration 11Q: 3 clusters Score -667879.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -668016.625000 Penalty: 2807.405518
	Iteration 12Q: 3 clusters Score -668016.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -668139.812500 Penalty: 2807.405518
	Iteration 13Q: 3 clusters Score -668139.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -668231.750000 Penalty: 2807.405518
	Iteration 14Q: 3 clusters Score -668231.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -668310.000000 Penalty: 2807.405518
	Iteration 15Q: 3 clusters Score -668310 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -668377.000000 Penalty: 2807.405518
	Iteration 16Q: 3 clusters Score -668377 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -668442.312500 Penalty: 2807.405518
	Iteration 17Q: 3 clusters Score -668442.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -668492.500000 Penalty: 2807.405518
	Iteration 18Q: 3 clusters Score -668492.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -668525.625000 Penalty: 2807.405518
	Iteration 19Q: 3 clusters Score -668525.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -668547.437500 Penalty: 2807.405518
	Iteration 20F: 3 clusters Score -668547.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -668560.250000 Penalty: 2807.405518
	Iteration 21Q: 3 clusters Score -668560.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -668570.750000 Penalty: 2807.405518
	Iteration 22Q: 3 clusters Score -668570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -668575.937500 Penalty: 2807.405518
	Iteration 23Q: 3 clusters Score -668575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -668580.812500 Penalty: 2807.405518
	Iteration 24Q: 3 clusters Score -668580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -668585.250000 Penalty: 2807.405518
	Iteration 25Q: 3 clusters Score -668585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -668587.562500 Penalty: 2807.405518
	Iteration 26Q: 3 clusters Score -668587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -668589.000000 Penalty: 2807.405518
	Iteration 27Q: 3 clusters Score -668589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -668588.750000 Penalty: 2807.405518
	Iteration 28Q: 3 clusters Score -668588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -668589.625000 Penalty: 2807.405518
	Iteration 29Q: 3 clusters Score -668589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -668589.375000 Penalty: 2807.405518
	Iteration 30Q: 3 clusters Score -668589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -668589.375000 Penalty: 2807.405518
	Iteration 31F: 3 clusters Score -668589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -39234.003906 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -39234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38297.902344 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -38297.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38661.039062 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -38661.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38868.402344 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -38868.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39049.238281 Penalty: 1987.664917
	Iteration 3F: 3 clusters Score -39049.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39258.187500 Penalty: 1987.664917
	Iteration 4F: 3 clusters Score -39258.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39455.007812 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -39455.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39512.503906 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -39512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39546.261719 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -39546.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39569.687500 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -39569.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39595.933594 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -39595.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39620.691406 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -39620.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39682.890625 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -39682.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39751.828125 Penalty: 1987.664917
	Iteration 12Q: 3 clusters Score -39751.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39766.511719 Penalty: 1987.664917
	Iteration 13Q: 3 clusters Score -39766.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39777.355469 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -39777.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39784.726562 Penalty: 1987.664917
	Iteration 15Q: 3 clusters Score -39784.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39801.460938 Penalty: 1987.664917
	Iteration 16Q: 3 clusters Score -39801.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39805.847656 Penalty: 1987.664917
	Iteration 17Q: 3 clusters Score -39805.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39807.777344 Penalty: 1987.664917
	Iteration 18Q: 3 clusters Score -39807.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39807.777344 Penalty: 1987.664917
	Iteration 19F: 3 clusters Score -39807.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 236 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 217 members 
Entering Unmasked Estep 
Score: -141678240.000000 Penalty: 81671.953125
Splitting cluster 11 changes total score from -141678704.000000 to -141678240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -851292.750000 Penalty: 1436.264648
	Iteration 0F: 2 clusters Score -851292.8 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 3453 members 
Entering Unmasked Estep 
Score: -846083.312500 Penalty: 2872.529297
	Iteration 0F: 3 clusters Score -846083.3 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -847664.062500 Penalty: 2872.529297
	Iteration 1F: 3 clusters Score -847664.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -847931.562500 Penalty: 2872.529297
	Iteration 2F: 3 clusters Score -847931.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -848169.375000 Penalty: 2872.529297
	Iteration 3F: 3 clusters Score -848169.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -848367.812500 Penalty: 2872.529297
	Iteration 4F: 3 clusters Score -848367.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -848542.125000 Penalty: 2872.529297
	Iteration 5Q: 3 clusters Score -848542.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -848717.312500 Penalty: 2872.529297
	Iteration 6Q: 3 clusters Score -848717.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -848923.000000 Penalty: 2872.529297
	Iteration 7F: 3 clusters Score -848923 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -849096.437500 Penalty: 2872.529297
	Iteration 8Q: 3 clusters Score -849096.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -849265.812500 Penalty: 2872.529297
	Iteration 9Q: 3 clusters Score -849265.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -849423.812500 Penalty: 2872.529297
	Iteration 10Q: 3 clusters Score -849423.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -849596.687500 Penalty: 2872.529297
	Iteration 11Q: 3 clusters Score -849596.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -849805.937500 Penalty: 2872.529297
	Iteration 12Q: 3 clusters Score -849805.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -849981.625000 Penalty: 2872.529297
	Iteration 13Q: 3 clusters Score -849981.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -850138.500000 Penalty: 2872.529297
	Iteration 14Q: 3 clusters Score -850138.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -850257.625000 Penalty: 2872.529297
	Iteration 15Q: 3 clusters Score -850257.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -850339.250000 Penalty: 2872.529297
	Iteration 16Q: 3 clusters Score -850339.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -850405.437500 Penalty: 2872.529297
	Iteration 17Q: 3 clusters Score -850405.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -850455.625000 Penalty: 2872.529297
	Iteration 18Q: 3 clusters Score -850455.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -850486.937500 Penalty: 2872.529297
	Iteration 19Q: 3 clusters Score -850486.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -850510.625000 Penalty: 2872.529297
	Iteration 20F: 3 clusters Score -850510.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -850524.937500 Penalty: 2872.529297
	Iteration 21Q: 3 clusters Score -850524.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -850531.312500 Penalty: 2872.529297
	Iteration 22Q: 3 clusters Score -850531.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -850540.812500 Penalty: 2872.529297
	Iteration 23Q: 3 clusters Score -850540.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -850545.625000 Penalty: 2872.529297
	Iteration 24Q: 3 clusters Score -850545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -850548.000000 Penalty: 2872.529297
	Iteration 25Q: 3 clusters Score -850548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -850548.625000 Penalty: 2872.529297
	Iteration 26Q: 3 clusters Score -850548.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -850548.375000 Penalty: 2872.529297
	Iteration 27Q: 3 clusters Score -850548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -850551.687500 Penalty: 2872.529297
	Iteration 28Q: 3 clusters Score -850551.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -850555.562500 Penalty: 2872.529297
	Iteration 29Q: 3 clusters Score -850555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -850555.812500 Penalty: 2872.529297
	Iteration 30Q: 3 clusters Score -850555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -850557.562500 Penalty: 2872.529297
	Iteration 31Q: 3 clusters Score -850557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -850557.812500 Penalty: 2872.529297
	Iteration 32Q: 3 clusters Score -850557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -850558.750000 Penalty: 2872.529297
	Iteration 33Q: 3 clusters Score -850558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -850557.937500 Penalty: 2872.529297
	Iteration 34Q: 3 clusters Score -850557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -850559.500000 Penalty: 2872.529297
	Iteration 35Q: 3 clusters Score -850559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -850560.312500 Penalty: 2872.529297
	Iteration 36Q: 3 clusters Score -850560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -850560.312500 Penalty: 2872.529297
	Iteration 37F: 3 clusters Score -850560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Entering Unmasked Estep 
Score: -3794200.000000 Penalty: 1681.786377
	Iteration 0F: 2 clusters Score -3794200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3773150.500000 Penalty: 3363.572754
	Iteration 0F: 3 clusters Score -3773150 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3781527.500000 Penalty: 3363.572754
	Iteration 1F: 3 clusters Score -3781528 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3782191.750000 Penalty: 3363.572754
	Iteration 2F: 3 clusters Score -3782192 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3782913.750000 Penalty: 3363.572754
	Iteration 3F: 3 clusters Score -3782914 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3783806.500000 Penalty: 3363.572754
	Iteration 4F: 3 clusters Score -3783806 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3785028.750000 Penalty: 3363.572754
	Iteration 5F: 3 clusters Score -3785029 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3786588.000000 Penalty: 3363.572754
	Iteration 6F: 3 clusters Score -3786588 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3788254.500000 Penalty: 3363.572754
	Iteration 7F: 3 clusters Score -3788254 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3789639.000000 Penalty: 3363.572754
	Iteration 8F: 3 clusters Score -3789639 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3790608.000000 Penalty: 3363.572754
	Iteration 9Q: 3 clusters Score -3790608 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3791293.250000 Penalty: 3363.572754
	Iteration 10Q: 3 clusters Score -3791293 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3791745.250000 Penalty: 3363.572754
	Iteration 11Q: 3 clusters Score -3791745 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3792113.500000 Penalty: 3363.572754
	Iteration 12Q: 3 clusters Score -3792114 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3792365.250000 Penalty: 3363.572754
	Iteration 13Q: 3 clusters Score -3792365 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3792497.750000 Penalty: 3363.572754
	Iteration 14Q: 3 clusters Score -3792498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3792599.000000 Penalty: 3363.572754
	Iteration 15Q: 3 clusters Score -3792599 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3792684.500000 Penalty: 3363.572754
	Iteration 16Q: 3 clusters Score -3792684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3792743.250000 Penalty: 3363.572754
	Iteration 17Q: 3 clusters Score -3792743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3792773.000000 Penalty: 3363.572754
	Iteration 18Q: 3 clusters Score -3792773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3792789.000000 Penalty: 3363.572754
	Iteration 19Q: 3 clusters Score -3792789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3792806.000000 Penalty: 3363.572754
	Iteration 20F: 3 clusters Score -3792806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3792824.500000 Penalty: 3363.572754
	Iteration 21Q: 3 clusters Score -3792824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3792846.750000 Penalty: 3363.572754
	Iteration 22Q: 3 clusters Score -3792847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3792868.250000 Penalty: 3363.572754
	Iteration 23Q: 3 clusters Score -3792868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3792875.750000 Penalty: 3363.572754
	Iteration 24Q: 3 clusters Score -3792876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3792883.500000 Penalty: 3363.572754
	Iteration 25Q: 3 clusters Score -3792884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3792893.000000 Penalty: 3363.572754
	Iteration 26Q: 3 clusters Score -3792893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3792896.000000 Penalty: 3363.572754
	Iteration 27Q: 3 clusters Score -3792896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3792905.250000 Penalty: 3363.572754
	Iteration 28Q: 3 clusters Score -3792905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3792906.500000 Penalty: 3363.572754
	Iteration 29Q: 3 clusters Score -3792906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3792907.500000 Penalty: 3363.572754
	Iteration 30Q: 3 clusters Score -3792908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3792911.750000 Penalty: 3363.572754
	Iteration 31Q: 3 clusters Score -3792912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3792914.250000 Penalty: 3363.572754
	Iteration 32Q: 3 clusters Score -3792914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3792916.750000 Penalty: 3363.572754
	Iteration 33Q: 3 clusters Score -3792917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3792918.750000 Penalty: 3363.572754
	Iteration 34Q: 3 clusters Score -3792919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3792916.750000 Penalty: 3363.572754
	Iteration 35Q: 3 clusters Score -3792917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3792916.750000 Penalty: 3363.572754
	Iteration 36F: 3 clusters Score -3792917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Entering Unmasked Estep 
Score: -710137.250000 Penalty: 1413.318726
	Iteration 0F: 2 clusters Score -710137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -705604.875000 Penalty: 2826.637451
	Iteration 0F: 3 clusters Score -705604.9 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -707017.125000 Penalty: 2826.637451
	Iteration 1F: 3 clusters Score -707017.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -707366.875000 Penalty: 2826.637451
	Iteration 2F: 3 clusters Score -707366.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -707641.500000 Penalty: 2826.637451
	Iteration 3F: 3 clusters Score -707641.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -707914.312500 Penalty: 2826.637451
	Iteration 4F: 3 clusters Score -707914.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -708205.187500 Penalty: 2826.637451
	Iteration 5F: 3 clusters Score -708205.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -708445.562500 Penalty: 2826.637451
	Iteration 6F: 3 clusters Score -708445.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -708620.937500 Penalty: 2826.637451
	Iteration 7Q: 3 clusters Score -708620.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -708758.187500 Penalty: 2826.637451
	Iteration 8Q: 3 clusters Score -708758.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -708858.625000 Penalty: 2826.637451
	Iteration 9Q: 3 clusters Score -708858.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -708920.875000 Penalty: 2826.637451
	Iteration 10Q: 3 clusters Score -708920.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -708971.687500 Penalty: 2826.637451
	Iteration 11Q: 3 clusters Score -708971.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -709014.562500 Penalty: 2826.637451
	Iteration 12Q: 3 clusters Score -709014.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -709045.375000 Penalty: 2826.637451
	Iteration 13Q: 3 clusters Score -709045.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -709073.812500 Penalty: 2826.637451
	Iteration 14Q: 3 clusters Score -709073.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -709100.062500 Penalty: 2826.637451
	Iteration 15Q: 3 clusters Score -709100.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -709122.750000 Penalty: 2826.637451
	Iteration 16Q: 3 clusters Score -709122.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -709143.625000 Penalty: 2826.637451
	Iteration 17Q: 3 clusters Score -709143.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -709159.562500 Penalty: 2826.637451
	Iteration 18Q: 3 clusters Score -709159.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -709176.312500 Penalty: 2826.637451
	Iteration 19Q: 3 clusters Score -709176.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -709190.562500 Penalty: 2826.637451
	Iteration 20F: 3 clusters Score -709190.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -709200.687500 Penalty: 2826.637451
	Iteration 21Q: 3 clusters Score -709200.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -709208.312500 Penalty: 2826.637451
	Iteration 22Q: 3 clusters Score -709208.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -709214.812500 Penalty: 2826.637451
	Iteration 23Q: 3 clusters Score -709214.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -709224.312500 Penalty: 2826.637451
	Iteration 24Q: 3 clusters Score -709224.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -709230.937500 Penalty: 2826.637451
	Iteration 25Q: 3 clusters Score -709230.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -709239.687500 Penalty: 2826.637451
	Iteration 26Q: 3 clusters Score -709239.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -709244.437500 Penalty: 2826.637451
	Iteration 27Q: 3 clusters Score -709244.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -709249.937500 Penalty: 2826.637451
	Iteration 28Q: 3 clusters Score -709249.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -709252.062500 Penalty: 2826.637451
	Iteration 29Q: 3 clusters Score -709252.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -709258.937500 Penalty: 2826.637451
	Iteration 30Q: 3 clusters Score -709258.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -709260.875000 Penalty: 2826.637451
	Iteration 31Q: 3 clusters Score -709260.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -709265.812500 Penalty: 2826.637451
	Iteration 32Q: 3 clusters Score -709265.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -709269.937500 Penalty: 2826.637451
	Iteration 33Q: 3 clusters Score -709269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -709275.500000 Penalty: 2826.637451
	Iteration 34Q: 3 clusters Score -709275.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -709281.812500 Penalty: 2826.637451
	Iteration 35Q: 3 clusters Score -709281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -709284.750000 Penalty: 2826.637451
	Iteration 36Q: 3 clusters Score -709284.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -709287.437500 Penalty: 2826.637451
	Iteration 37Q: 3 clusters Score -709287.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -709289.937500 Penalty: 2826.637451
	Iteration 38Q: 3 clusters Score -709289.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -709293.687500 Penalty: 2826.637451
	Iteration 39Q: 3 clusters Score -709293.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -709297.437500 Penalty: 2826.637451
	Iteration 40F: 3 clusters Score -709297.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -709296.250000 Penalty: 2826.637451
	Iteration 41Q: 3 clusters Score -709296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -709297.562500 Penalty: 2826.637451
	Iteration 42Q: 3 clusters Score -709297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -709301.187500 Penalty: 2826.637451
	Iteration 43Q: 3 clusters Score -709301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -709304.562500 Penalty: 2826.637451
	Iteration 44Q: 3 clusters Score -709304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -709306.562500 Penalty: 2826.637451
	Iteration 45Q: 3 clusters Score -709306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -709310.875000 Penalty: 2826.637451
	Iteration 46Q: 3 clusters Score -709310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -709311.312500 Penalty: 2826.637451
	Iteration 47Q: 3 clusters Score -709311.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -709312.750000 Penalty: 2826.637451
	Iteration 48Q: 3 clusters Score -709312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -709314.187500 Penalty: 2826.637451
	Iteration 49Q: 3 clusters Score -709314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -709316.312500 Penalty: 2826.637451
	Iteration 50Q: 3 clusters Score -709316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -709315.500000 Penalty: 2826.637451
	Iteration 51Q: 3 clusters Score -709315.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -709319.375000 Penalty: 2826.637451
	Iteration 52Q: 3 clusters Score -709319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -709319.250000 Penalty: 2826.637451
	Iteration 53Q: 3 clusters Score -709319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -709321.187500 Penalty: 2826.637451
	Iteration 54Q: 3 clusters Score -709321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -709321.187500 Penalty: 2826.637451
	Iteration 55Q: 3 clusters Score -709321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -709322.312500 Penalty: 2826.637451
	Iteration 56Q: 3 clusters Score -709322.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -709321.937500 Penalty: 2826.637451
	Iteration 57Q: 3 clusters Score -709321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -709324.625000 Penalty: 2826.637451
	Iteration 58Q: 3 clusters Score -709324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -709327.250000 Penalty: 2826.637451
	Iteration 59Q: 3 clusters Score -709327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -709328.687500 Penalty: 2826.637451
	Iteration 60F: 3 clusters Score -709328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -337827.781250 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -337827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -335238.500000 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -335238.5 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -335892.812500 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -335892.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -336152.718750 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -336152.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -336400.875000 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -336400.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -336691.187500 Penalty: 2582.305420
	Iteration 4F: 3 clusters Score -336691.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -337062.781250 Penalty: 2582.305420
	Iteration 5F: 3 clusters Score -337062.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -337409.406250 Penalty: 2582.305420
	Iteration 6F: 3 clusters Score -337409.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -337624.343750 Penalty: 2582.305420
	Iteration 7F: 3 clusters Score -337624.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -337730.687500 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -337730.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -337768.500000 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -337768.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -337780.812500 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -337780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -337784.562500 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -337784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -337786.750000 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -337786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -337787.875000 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -337787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -337787.968750 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -337788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -337788.906250 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -337788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -337789.843750 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -337789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -337790.531250 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -337790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -337791.187500 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -337791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -337791.187500 Penalty: 2582.305420
	Iteration 19F: 3 clusters Score -337791.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Entering Unmasked Estep 
Score: -12312256.000000 Penalty: 1867.350098
	Iteration 0F: 2 clusters Score -1.231226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -12247503.000000 Penalty: 3734.700195
	Iteration 0F: 3 clusters Score -1.22475e+07 nChanged 46742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -12274524.000000 Penalty: 3734.700195
	Iteration 1F: 3 clusters Score -1.227452e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -12275339.000000 Penalty: 3734.700195
	Iteration 2Q: 3 clusters Score -1.227534e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -12276156.000000 Penalty: 3734.700195
	Iteration 3Q: 3 clusters Score -1.227616e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -12277359.000000 Penalty: 3734.700195
	Iteration 4Q: 3 clusters Score -1.227736e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -12278915.000000 Penalty: 3734.700195
	Iteration 5Q: 3 clusters Score -1.227892e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -12281337.000000 Penalty: 3734.700195
	Iteration 6Q: 3 clusters Score -1.228134e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -12285056.000000 Penalty: 3734.700195
	Iteration 7F: 3 clusters Score -1.228506e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -12289850.000000 Penalty: 3734.700195
	Iteration 8F: 3 clusters Score -1.228985e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -12294846.000000 Penalty: 3734.700195
	Iteration 9F: 3 clusters Score -1.229485e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -12298496.000000 Penalty: 3734.700195
	Iteration 10F: 3 clusters Score -1.22985e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -12300114.000000 Penalty: 3734.700195
	Iteration 11Q: 3 clusters Score -1.230011e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -12300669.000000 Penalty: 3734.700195
	Iteration 12Q: 3 clusters Score -1.230067e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -12300960.000000 Penalty: 3734.700195
	Iteration 13Q: 3 clusters Score -1.230096e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -12301116.000000 Penalty: 3734.700195
	Iteration 14Q: 3 clusters Score -1.230112e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -12301317.000000 Penalty: 3734.700195
	Iteration 15Q: 3 clusters Score -1.230132e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -12301425.000000 Penalty: 3734.700195
	Iteration 16Q: 3 clusters Score -1.230142e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -12301569.000000 Penalty: 3734.700195
	Iteration 17Q: 3 clusters Score -1.230157e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -12301655.000000 Penalty: 3734.700195
	Iteration 18Q: 3 clusters Score -1.230166e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -12301811.000000 Penalty: 3734.700195
	Iteration 19Q: 3 clusters Score -1.230181e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -12301967.000000 Penalty: 3734.700195
	Iteration 20F: 3 clusters Score -1.230197e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -12302083.000000 Penalty: 3734.700195
	Iteration 21Q: 3 clusters Score -1.230208e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -12302149.000000 Penalty: 3734.700195
	Iteration 22Q: 3 clusters Score -1.230215e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -12302223.000000 Penalty: 3734.700195
	Iteration 23Q: 3 clusters Score -1.230222e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -12302268.000000 Penalty: 3734.700195
	Iteration 24Q: 3 clusters Score -1.230227e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -12302366.000000 Penalty: 3734.700195
	Iteration 25Q: 3 clusters Score -1.230237e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -12302411.000000 Penalty: 3734.700195
	Iteration 26Q: 3 clusters Score -1.230241e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -12302437.000000 Penalty: 3734.700195
	Iteration 27Q: 3 clusters Score -1.230244e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -12302454.000000 Penalty: 3734.700195
	Iteration 28Q: 3 clusters Score -1.230245e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -12302517.000000 Penalty: 3734.700195
	Iteration 29Q: 3 clusters Score -1.230252e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -12302530.000000 Penalty: 3734.700195
	Iteration 30Q: 3 clusters Score -1.230253e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -12302580.000000 Penalty: 3734.700195
	Iteration 31Q: 3 clusters Score -1.230258e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -12302612.000000 Penalty: 3734.700195
	Iteration 32Q: 3 clusters Score -1.230261e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -12302644.000000 Penalty: 3734.700195
	Iteration 33Q: 3 clusters Score -1.230264e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -12302657.000000 Penalty: 3734.700195
	Iteration 34Q: 3 clusters Score -1.230266e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -12302658.000000 Penalty: 3734.700195
	Iteration 35Q: 3 clusters Score -1.230266e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12302668.000000 Penalty: 3734.700195
	Iteration 36Q: 3 clusters Score -1.230267e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -12302704.000000 Penalty: 3734.700195
	Iteration 37Q: 3 clusters Score -1.23027e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -12302701.000000 Penalty: 3734.700195
	Iteration 38Q: 3 clusters Score -1.23027e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -12302685.000000 Penalty: 3734.700195
	Iteration 39Q: 3 clusters Score -1.230268e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -12302691.000000 Penalty: 3734.700195
	Iteration 40F: 3 clusters Score -1.230269e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -12302638.000000 Penalty: 3734.700195
	Iteration 41Q: 3 clusters Score -1.230264e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -12302662.000000 Penalty: 3734.700195
	Iteration 42Q: 3 clusters Score -1.230266e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -12302655.000000 Penalty: 3734.700195
	Iteration 43Q: 3 clusters Score -1.230266e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -12302649.000000 Penalty: 3734.700195
	Iteration 44Q: 3 clusters Score -1.230265e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -12302656.000000 Penalty: 3734.700195
	Iteration 45Q: 3 clusters Score -1.230266e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -12302662.000000 Penalty: 3734.700195
	Iteration 46Q: 3 clusters Score -1.230266e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -12302672.000000 Penalty: 3734.700195
	Iteration 47Q: 3 clusters Score -1.230267e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -12302683.000000 Penalty: 3734.700195
	Iteration 48Q: 3 clusters Score -1.230268e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -12302664.000000 Penalty: 3734.700195
	Iteration 49Q: 3 clusters Score -1.230266e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -12302669.000000 Penalty: 3734.700195
	Iteration 50Q: 3 clusters Score -1.230267e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -12302688.000000 Penalty: 3734.700195
	Iteration 51Q: 3 clusters Score -1.230269e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -12302699.000000 Penalty: 3734.700195
	Iteration 52Q: 3 clusters Score -1.23027e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -12302734.000000 Penalty: 3734.700195
	Iteration 53Q: 3 clusters Score -1.230273e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -12302728.000000 Penalty: 3734.700195
	Iteration 54Q: 3 clusters Score -1.230273e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -12302763.000000 Penalty: 3734.700195
	Iteration 55Q: 3 clusters Score -1.230276e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -12302759.000000 Penalty: 3734.700195
	Iteration 56Q: 3 clusters Score -1.230276e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -12302756.000000 Penalty: 3734.700195
	Iteration 57Q: 3 clusters Score -1.230276e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -12302757.000000 Penalty: 3734.700195
	Iteration 58Q: 3 clusters Score -1.230276e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -12302773.000000 Penalty: 3734.700195
	Iteration 59Q: 3 clusters Score -1.230277e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -12302762.000000 Penalty: 3734.700195
	Iteration 60F: 3 clusters Score -1.230276e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -12302756.000000 Penalty: 3734.700195
	Iteration 61Q: 3 clusters Score -1.230276e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -12302745.000000 Penalty: 3734.700195
	Iteration 62Q: 3 clusters Score -1.230274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -12302765.000000 Penalty: 3734.700195
	Iteration 63Q: 3 clusters Score -1.230276e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -12302754.000000 Penalty: 3734.700195
	Iteration 64Q: 3 clusters Score -1.230275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -12302763.000000 Penalty: 3734.700195
	Iteration 65Q: 3 clusters Score -1.230276e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -12302779.000000 Penalty: 3734.700195
	Iteration 66Q: 3 clusters Score -1.230278e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -12302797.000000 Penalty: 3734.700195
	Iteration 67Q: 3 clusters Score -1.23028e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -12302770.000000 Penalty: 3734.700195
	Iteration 68Q: 3 clusters Score -1.230277e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -12302753.000000 Penalty: 3734.700195
	Iteration 69Q: 3 clusters Score -1.230275e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -12302755.000000 Penalty: 3734.700195
	Iteration 70Q: 3 clusters Score -1.230276e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -12302770.000000 Penalty: 3734.700195
	Iteration 71Q: 3 clusters Score -1.230277e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -12302773.000000 Penalty: 3734.700195
	Iteration 72Q: 3 clusters Score -1.230277e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -12302785.000000 Penalty: 3734.700195
	Iteration 73Q: 3 clusters Score -1.230278e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -12302771.000000 Penalty: 3734.700195
	Iteration 74Q: 3 clusters Score -1.230277e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -12302790.000000 Penalty: 3734.700195
	Iteration 75Q: 3 clusters Score -1.230279e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -12302795.000000 Penalty: 3734.700195
	Iteration 76Q: 3 clusters Score -1.23028e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -12302787.000000 Penalty: 3734.700195
	Iteration 77Q: 3 clusters Score -1.230279e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -12302763.000000 Penalty: 3734.700195
	Iteration 78Q: 3 clusters Score -1.230276e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -12302741.000000 Penalty: 3734.700195
	Iteration 79Q: 3 clusters Score -1.230274e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -12302741.000000 Penalty: 3734.700195
	Iteration 80F: 3 clusters Score -1.230274e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -12302753.000000 Penalty: 3734.700195
	Iteration 81Q: 3 clusters Score -1.230275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -12302766.000000 Penalty: 3734.700195
	Iteration 82Q: 3 clusters Score -1.230277e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -12302762.000000 Penalty: 3734.700195
	Iteration 83Q: 3 clusters Score -1.230276e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -12302780.000000 Penalty: 3734.700195
	Iteration 84Q: 3 clusters Score -1.230278e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -12302770.000000 Penalty: 3734.700195
	Iteration 85Q: 3 clusters Score -1.230277e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -12302773.000000 Penalty: 3734.700195
	Iteration 86Q: 3 clusters Score -1.230277e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -12302745.000000 Penalty: 3734.700195
	Iteration 87Q: 3 clusters Score -1.230274e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -12302758.000000 Penalty: 3734.700195
	Iteration 88Q: 3 clusters Score -1.230276e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -12302771.000000 Penalty: 3734.700195
	Iteration 89Q: 3 clusters Score -1.230277e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -12302793.000000 Penalty: 3734.700195
	Iteration 90Q: 3 clusters Score -1.230279e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -12302825.000000 Penalty: 3734.700195
	Iteration 91Q: 3 clusters Score -1.230282e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -12302842.000000 Penalty: 3734.700195
	Iteration 92Q: 3 clusters Score -1.230284e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -12302843.000000 Penalty: 3734.700195
	Iteration 93Q: 3 clusters Score -1.230284e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -12302897.000000 Penalty: 3734.700195
	Iteration 94Q: 3 clusters Score -1.23029e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -12302867.000000 Penalty: 3734.700195
	Iteration 95Q: 3 clusters Score -1.230287e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -12302899.000000 Penalty: 3734.700195
	Iteration 96Q: 3 clusters Score -1.23029e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -12302923.000000 Penalty: 3734.700195
	Iteration 97Q: 3 clusters Score -1.230292e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -12302947.000000 Penalty: 3734.700195
	Iteration 98Q: 3 clusters Score -1.230295e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -12302935.000000 Penalty: 3734.700195
	Iteration 99Q: 3 clusters Score -1.230294e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -12302940.000000 Penalty: 3734.700195
	Iteration 100F: 3 clusters Score -1.230294e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -12302967.000000 Penalty: 3734.700195
	Iteration 101Q: 3 clusters Score -1.230297e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -12302981.000000 Penalty: 3734.700195
	Iteration 102Q: 3 clusters Score -1.230298e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -12303021.000000 Penalty: 3734.700195
	Iteration 103Q: 3 clusters Score -1.230302e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -12303018.000000 Penalty: 3734.700195
	Iteration 104Q: 3 clusters Score -1.230302e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -12303039.000000 Penalty: 3734.700195
	Iteration 105Q: 3 clusters Score -1.230304e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -12303035.000000 Penalty: 3734.700195
	Iteration 106Q: 3 clusters Score -1.230304e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -12303119.000000 Penalty: 3734.700195
	Iteration 107Q: 3 clusters Score -1.230312e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -12303176.000000 Penalty: 3734.700195
	Iteration 108Q: 3 clusters Score -1.230318e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -12303238.000000 Penalty: 3734.700195
	Iteration 109Q: 3 clusters Score -1.230324e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -12303258.000000 Penalty: 3734.700195
	Iteration 110Q: 3 clusters Score -1.230326e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -12303292.000000 Penalty: 3734.700195
	Iteration 111Q: 3 clusters Score -1.230329e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -12303304.000000 Penalty: 3734.700195
	Iteration 112Q: 3 clusters Score -1.23033e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -12303329.000000 Penalty: 3734.700195
	Iteration 113Q: 3 clusters Score -1.230333e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -12303331.000000 Penalty: 3734.700195
	Iteration 114Q: 3 clusters Score -1.230333e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -12303362.000000 Penalty: 3734.700195
	Iteration 115Q: 3 clusters Score -1.230336e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -12303414.000000 Penalty: 3734.700195
	Iteration 116Q: 3 clusters Score -1.230341e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -12303476.000000 Penalty: 3734.700195
	Iteration 117Q: 3 clusters Score -1.230348e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -12303530.000000 Penalty: 3734.700195
	Iteration 118Q: 3 clusters Score -1.230353e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -12303637.000000 Penalty: 3734.700195
	Iteration 119Q: 3 clusters Score -1.230364e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -12303709.000000 Penalty: 3734.700195
	Iteration 120F: 3 clusters Score -1.230371e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -12303755.000000 Penalty: 3734.700195
	Iteration 121Q: 3 clusters Score -1.230376e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -12303839.000000 Penalty: 3734.700195
	Iteration 122Q: 3 clusters Score -1.230384e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -12303966.000000 Penalty: 3734.700195
	Iteration 123Q: 3 clusters Score -1.230397e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -12304077.000000 Penalty: 3734.700195
	Iteration 124Q: 3 clusters Score -1.230408e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -12304251.000000 Penalty: 3734.700195
	Iteration 125Q: 3 clusters Score -1.230425e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -12304318.000000 Penalty: 3734.700195
	Iteration 126Q: 3 clusters Score -1.230432e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -12304451.000000 Penalty: 3734.700195
	Iteration 127Q: 3 clusters Score -1.230445e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -12304602.000000 Penalty: 3734.700195
	Iteration 128Q: 3 clusters Score -1.23046e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -12304748.000000 Penalty: 3734.700195
	Iteration 129Q: 3 clusters Score -1.230475e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -12304925.000000 Penalty: 3734.700195
	Iteration 130Q: 3 clusters Score -1.230492e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -12305051.000000 Penalty: 3734.700195
	Iteration 131Q: 3 clusters Score -1.230505e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -12305297.000000 Penalty: 3734.700195
	Iteration 132Q: 3 clusters Score -1.23053e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -12305470.000000 Penalty: 3734.700195
	Iteration 133Q: 3 clusters Score -1.230547e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -12305726.000000 Penalty: 3734.700195
	Iteration 134Q: 3 clusters Score -1.230573e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -12306026.000000 Penalty: 3734.700195
	Iteration 135Q: 3 clusters Score -1.230603e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -12306287.000000 Penalty: 3734.700195
	Iteration 136Q: 3 clusters Score -1.230629e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -12306585.000000 Penalty: 3734.700195
	Iteration 137Q: 3 clusters Score -1.230658e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -12306967.000000 Penalty: 3734.700195
	Iteration 138Q: 3 clusters Score -1.230697e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -12307336.000000 Penalty: 3734.700195
	Iteration 139Q: 3 clusters Score -1.230734e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -12307666.000000 Penalty: 3734.700195
	Iteration 140F: 3 clusters Score -1.230767e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -12307964.000000 Penalty: 3734.700195
	Iteration 141Q: 3 clusters Score -1.230796e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -12308308.000000 Penalty: 3734.700195
	Iteration 142Q: 3 clusters Score -1.230831e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -12308619.000000 Penalty: 3734.700195
	Iteration 143Q: 3 clusters Score -1.230862e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -12308912.000000 Penalty: 3734.700195
	Iteration 144Q: 3 clusters Score -1.230891e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -12309170.000000 Penalty: 3734.700195
	Iteration 145Q: 3 clusters Score -1.230917e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -12309364.000000 Penalty: 3734.700195
	Iteration 146Q: 3 clusters Score -1.230936e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -12309571.000000 Penalty: 3734.700195
	Iteration 147Q: 3 clusters Score -1.230957e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -12309784.000000 Penalty: 3734.700195
	Iteration 148Q: 3 clusters Score -1.230978e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94518 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -12310013.000000 Penalty: 3734.700195
	Iteration 149Q: 3 clusters Score -1.231001e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -12310207.000000 Penalty: 3734.700195
	Iteration 150Q: 3 clusters Score -1.231021e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12310291.000000 Penalty: 3734.700195
	Iteration 151Q: 3 clusters Score -1.231029e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12310344.000000 Penalty: 3734.700195
	Iteration 152Q: 3 clusters Score -1.231034e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -12310427.000000 Penalty: 3734.700195
	Iteration 153Q: 3 clusters Score -1.231043e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -12310485.000000 Penalty: 3734.700195
	Iteration 154Q: 3 clusters Score -1.231048e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -12310523.000000 Penalty: 3734.700195
	Iteration 155Q: 3 clusters Score -1.231052e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12310565.000000 Penalty: 3734.700195
	Iteration 156Q: 3 clusters Score -1.231056e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12310592.000000 Penalty: 3734.700195
	Iteration 157Q: 3 clusters Score -1.231059e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12310640.000000 Penalty: 3734.700195
	Iteration 158Q: 3 clusters Score -1.231064e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -12310665.000000 Penalty: 3734.700195
	Iteration 159Q: 3 clusters Score -1.231066e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12310673.000000 Penalty: 3734.700195
	Iteration 160F: 3 clusters Score -1.231067e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12310689.000000 Penalty: 3734.700195
	Iteration 161Q: 3 clusters Score -1.231069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12310708.000000 Penalty: 3734.700195
	Iteration 162Q: 3 clusters Score -1.231071e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -12310723.000000 Penalty: 3734.700195
	Iteration 163Q: 3 clusters Score -1.231072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -12310722.000000 Penalty: 3734.700195
	Iteration 164Q: 3 clusters Score -1.231072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12310734.000000 Penalty: 3734.700195
	Iteration 165Q: 3 clusters Score -1.231073e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12310735.000000 Penalty: 3734.700195
	Iteration 166Q: 3 clusters Score -1.231074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -12310764.000000 Penalty: 3734.700195
	Iteration 167Q: 3 clusters Score -1.231076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12310772.000000 Penalty: 3734.700195
	Iteration 168Q: 3 clusters Score -1.231077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12310779.000000 Penalty: 3734.700195
	Iteration 169Q: 3 clusters Score -1.231078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12310789.000000 Penalty: 3734.700195
	Iteration 170Q: 3 clusters Score -1.231079e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12310781.000000 Penalty: 3734.700195
	Iteration 171Q: 3 clusters Score -1.231078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12310786.000000 Penalty: 3734.700195
	Iteration 172Q: 3 clusters Score -1.231079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12310802.000000 Penalty: 3734.700195
	Iteration 173Q: 3 clusters Score -1.23108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -12310809.000000 Penalty: 3734.700195
	Iteration 174Q: 3 clusters Score -1.231081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12310817.000000 Penalty: 3734.700195
	Iteration 175Q: 3 clusters Score -1.231082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12310810.000000 Penalty: 3734.700195
	Iteration 176Q: 3 clusters Score -1.231081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -12310818.000000 Penalty: 3734.700195
	Iteration 177Q: 3 clusters Score -1.231082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -12310832.000000 Penalty: 3734.700195
	Iteration 178Q: 3 clusters Score -1.231083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -12310835.000000 Penalty: 3734.700195
	Iteration 179Q: 3 clusters Score -1.231084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12310829.000000 Penalty: 3734.700195
	Iteration 180F: 3 clusters Score -1.231083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12310837.000000 Penalty: 3734.700195
	Iteration 181Q: 3 clusters Score -1.231084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12310830.000000 Penalty: 3734.700195
	Iteration 182Q: 3 clusters Score -1.231083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12310841.000000 Penalty: 3734.700195
	Iteration 183Q: 3 clusters Score -1.231084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12310833.000000 Penalty: 3734.700195
	Iteration 184Q: 3 clusters Score -1.231083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12310849.000000 Penalty: 3734.700195
	Iteration 185Q: 3 clusters Score -1.231085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12310847.000000 Penalty: 3734.700195
	Iteration 186Q: 3 clusters Score -1.231085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12310841.000000 Penalty: 3734.700195
	Iteration 187Q: 3 clusters Score -1.231084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12310856.000000 Penalty: 3734.700195
	Iteration 188Q: 3 clusters Score -1.231086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12310842.000000 Penalty: 3734.700195
	Iteration 189Q: 3 clusters Score -1.231084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12310847.000000 Penalty: 3734.700195
	Iteration 190Q: 3 clusters Score -1.231085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12310838.000000 Penalty: 3734.700195
	Iteration 191Q: 3 clusters Score -1.231084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12310836.000000 Penalty: 3734.700195
	Iteration 192Q: 3 clusters Score -1.231084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12310836.000000 Penalty: 3734.700195
	Iteration 193F: 3 clusters Score -1.231084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Entering Unmasked Estep 
Score: -14966429.000000 Penalty: 1897.579712
	Iteration 0F: 2 clusters Score -1.496643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -14891467.000000 Penalty: 3795.159424
	Iteration 0F: 3 clusters Score -1.489147e+07 nChanged 56481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -14925084.000000 Penalty: 3795.159424
	Iteration 1F: 3 clusters Score -1.492508e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -14926043.000000 Penalty: 3795.159424
	Iteration 2Q: 3 clusters Score -1.492604e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -14927761.000000 Penalty: 3795.159424
	Iteration 3Q: 3 clusters Score -1.492776e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -14930414.000000 Penalty: 3795.159424
	Iteration 4Q: 3 clusters Score -1.493041e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -14934836.000000 Penalty: 3795.159424
	Iteration 5F: 3 clusters Score -1.493484e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -14941181.000000 Penalty: 3795.159424
	Iteration 6F: 3 clusters Score -1.494118e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -14948401.000000 Penalty: 3795.159424
	Iteration 7F: 3 clusters Score -1.49484e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -14954210.000000 Penalty: 3795.159424
	Iteration 8F: 3 clusters Score -1.495421e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -14957520.000000 Penalty: 3795.159424
	Iteration 9Q: 3 clusters Score -1.495752e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -14958929.000000 Penalty: 3795.159424
	Iteration 10Q: 3 clusters Score -1.495893e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -14960034.000000 Penalty: 3795.159424
	Iteration 11Q: 3 clusters Score -1.496003e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -14961045.000000 Penalty: 3795.159424
	Iteration 12Q: 3 clusters Score -1.496104e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -14961923.000000 Penalty: 3795.159424
	Iteration 13Q: 3 clusters Score -1.496192e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -14962549.000000 Penalty: 3795.159424
	Iteration 14Q: 3 clusters Score -1.496255e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -14963259.000000 Penalty: 3795.159424
	Iteration 15Q: 3 clusters Score -1.496326e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -14963830.000000 Penalty: 3795.159424
	Iteration 16Q: 3 clusters Score -1.496383e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -14964171.000000 Penalty: 3795.159424
	Iteration 17Q: 3 clusters Score -1.496417e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -14964493.000000 Penalty: 3795.159424
	Iteration 18Q: 3 clusters Score -1.496449e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -14964744.000000 Penalty: 3795.159424
	Iteration 19Q: 3 clusters Score -1.496474e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113759 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -14964976.000000 Penalty: 3795.159424
	Iteration 20F: 3 clusters Score -1.496498e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114682 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -14965029.000000 Penalty: 3795.159424
	Iteration 21Q: 3 clusters Score -1.496503e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -14965044.000000 Penalty: 3795.159424
	Iteration 22Q: 3 clusters Score -1.496504e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115996 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14964977.000000 Penalty: 3795.159424
	Iteration 23Q: 3 clusters Score -1.496498e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116420 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14964985.000000 Penalty: 3795.159424
	Iteration 24Q: 3 clusters Score -1.496498e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116727 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -14965002.000000 Penalty: 3795.159424
	Iteration 25Q: 3 clusters Score -1.4965e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14964931.000000 Penalty: 3795.159424
	Iteration 26Q: 3 clusters Score -1.496493e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14964965.000000 Penalty: 3795.159424
	Iteration 27Q: 3 clusters Score -1.496496e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14964986.000000 Penalty: 3795.159424
	Iteration 28Q: 3 clusters Score -1.496499e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14965000.000000 Penalty: 3795.159424
	Iteration 29Q: 3 clusters Score -1.4965e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117381 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14964990.000000 Penalty: 3795.159424
	Iteration 30Q: 3 clusters Score -1.496499e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14965000.000000 Penalty: 3795.159424
	Iteration 31Q: 3 clusters Score -1.4965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14964982.000000 Penalty: 3795.159424
	Iteration 32Q: 3 clusters Score -1.496498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117467 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -14964966.000000 Penalty: 3795.159424
	Iteration 33Q: 3 clusters Score -1.496497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -14964989.000000 Penalty: 3795.159424
	Iteration 34Q: 3 clusters Score -1.496499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117489 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14964978.000000 Penalty: 3795.159424
	Iteration 35Q: 3 clusters Score -1.496498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14964982.000000 Penalty: 3795.159424
	Iteration 36Q: 3 clusters Score -1.496498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117500 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14964975.000000 Penalty: 3795.159424
	Iteration 37Q: 3 clusters Score -1.496498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117507 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -14964983.000000 Penalty: 3795.159424
	Iteration 38Q: 3 clusters Score -1.496498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117510 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14964982.000000 Penalty: 3795.159424
	Iteration 39Q: 3 clusters Score -1.496498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14964981.000000 Penalty: 3795.159424
	Iteration 40F: 3 clusters Score -1.496498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14964975.000000 Penalty: 3795.159424
	Iteration 41Q: 3 clusters Score -1.496498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -14964980.000000 Penalty: 3795.159424
	Iteration 42Q: 3 clusters Score -1.496498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117528 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14964985.000000 Penalty: 3795.159424
	Iteration 43Q: 3 clusters Score -1.496498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117534 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14964986.000000 Penalty: 3795.159424
	Iteration 44Q: 3 clusters Score -1.496499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14964981.000000 Penalty: 3795.159424
	Iteration 45Q: 3 clusters Score -1.496498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117540 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14965003.000000 Penalty: 3795.159424
	Iteration 46Q: 3 clusters Score -1.4965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117542 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14964996.000000 Penalty: 3795.159424
	Iteration 47Q: 3 clusters Score -1.4965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117543 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14964996.000000 Penalty: 3795.159424
	Iteration 48Q: 3 clusters Score -1.4965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117543 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14964997.000000 Penalty: 3795.159424
	Iteration 49Q: 3 clusters Score -1.4965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117543 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14964997.000000 Penalty: 3795.159424
	Iteration 50F: 3 clusters Score -1.4965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Entering Unmasked Estep 
Score: -9470955.000000 Penalty: 1827.498291
	Iteration 0F: 2 clusters Score -9470955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -9420282.000000 Penalty: 3654.996582
	Iteration 0F: 3 clusters Score -9420282 nChanged 36260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -9442050.000000 Penalty: 3654.996582
	Iteration 1F: 3 clusters Score -9442050 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -9444367.000000 Penalty: 3654.996582
	Iteration 2F: 3 clusters Score -9444367 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -9447925.000000 Penalty: 3654.996582
	Iteration 3F: 3 clusters Score -9447925 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -9452506.000000 Penalty: 3654.996582
	Iteration 4F: 3 clusters Score -9452506 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -9457701.000000 Penalty: 3654.996582
	Iteration 5F: 3 clusters Score -9457701 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -9462253.000000 Penalty: 3654.996582
	Iteration 6F: 3 clusters Score -9462253 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -9465481.000000 Penalty: 3654.996582
	Iteration 7Q: 3 clusters Score -9465481 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -9467474.000000 Penalty: 3654.996582
	Iteration 8Q: 3 clusters Score -9467474 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -9468684.000000 Penalty: 3654.996582
	Iteration 9Q: 3 clusters Score -9468684 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -9469311.000000 Penalty: 3654.996582
	Iteration 10Q: 3 clusters Score -9469311 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9469635.000000 Penalty: 3654.996582
	Iteration 11Q: 3 clusters Score -9469635 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9469838.000000 Penalty: 3654.996582
	Iteration 12Q: 3 clusters Score -9469838 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9469984.000000 Penalty: 3654.996582
	Iteration 13Q: 3 clusters Score -9469984 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9470057.000000 Penalty: 3654.996582
	Iteration 14Q: 3 clusters Score -9470057 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9470127.000000 Penalty: 3654.996582
	Iteration 15Q: 3 clusters Score -9470127 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9470199.000000 Penalty: 3654.996582
	Iteration 16Q: 3 clusters Score -9470199 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9470297.000000 Penalty: 3654.996582
	Iteration 17Q: 3 clusters Score -9470297 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9470387.000000 Penalty: 3654.996582
	Iteration 18Q: 3 clusters Score -9470387 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9470473.000000 Penalty: 3654.996582
	Iteration 19Q: 3 clusters Score -9470473 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9470519.000000 Penalty: 3654.996582
	Iteration 20F: 3 clusters Score -9470519 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74792 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9470521.000000 Penalty: 3654.996582
	Iteration 21Q: 3 clusters Score -9470521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9470551.000000 Penalty: 3654.996582
	Iteration 22Q: 3 clusters Score -9470551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9470565.000000 Penalty: 3654.996582
	Iteration 23Q: 3 clusters Score -9470565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9470575.000000 Penalty: 3654.996582
	Iteration 24Q: 3 clusters Score -9470575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9470576.000000 Penalty: 3654.996582
	Iteration 25Q: 3 clusters Score -9470576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74825 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9470580.000000 Penalty: 3654.996582
	Iteration 26Q: 3 clusters Score -9470580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9470586.000000 Penalty: 3654.996582
	Iteration 27Q: 3 clusters Score -9470586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9470582.000000 Penalty: 3654.996582
	Iteration 28Q: 3 clusters Score -9470582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9470594.000000 Penalty: 3654.996582
	Iteration 29Q: 3 clusters Score -9470594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9470596.000000 Penalty: 3654.996582
	Iteration 30Q: 3 clusters Score -9470596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9470595.000000 Penalty: 3654.996582
	Iteration 31Q: 3 clusters Score -9470595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9470599.000000 Penalty: 3654.996582
	Iteration 32Q: 3 clusters Score -9470599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9470605.000000 Penalty: 3654.996582
	Iteration 33Q: 3 clusters Score -9470605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9470607.000000 Penalty: 3654.996582
	Iteration 34Q: 3 clusters Score -9470607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9470605.000000 Penalty: 3654.996582
	Iteration 35Q: 3 clusters Score -9470605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9470607.000000 Penalty: 3654.996582
	Iteration 36Q: 3 clusters Score -9470607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9470604.000000 Penalty: 3654.996582
	Iteration 37Q: 3 clusters Score -9470604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9470607.000000 Penalty: 3654.996582
	Iteration 38Q: 3 clusters Score -9470607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9470606.000000 Penalty: 3654.996582
	Iteration 39Q: 3 clusters Score -9470606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9470612.000000 Penalty: 3654.996582
	Iteration 40F: 3 clusters Score -9470612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9470610.000000 Penalty: 3654.996582
	Iteration 41Q: 3 clusters Score -9470610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9470614.000000 Penalty: 3654.996582
	Iteration 42Q: 3 clusters Score -9470614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9470613.000000 Penalty: 3654.996582
	Iteration 43Q: 3 clusters Score -9470613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9470614.000000 Penalty: 3654.996582
	Iteration 44Q: 3 clusters Score -9470614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9470614.000000 Penalty: 3654.996582
	Iteration 45F: 3 clusters Score -9470614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -266526.562500 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -266526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -264322.843750 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -264322.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264874.687500 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -264874.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -264999.156250 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -264999.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -265089.906250 Penalty: 2503.037109
	Iteration 3Q: 3 clusters Score -265089.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -265176.906250 Penalty: 2503.037109
	Iteration 4Q: 3 clusters Score -265176.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265254.625000 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -265254.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -265313.781250 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -265313.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -265373.125000 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -265373.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -265429.156250 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -265429.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -265494.343750 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -265494.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -265558.468750 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -265558.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -265611.812500 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -265611.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -265685.062500 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -265685.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -265758.031250 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -265758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -265828.718750 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -265828.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -265888.312500 Penalty: 2503.037109
	Iteration 15Q: 3 clusters Score -265888.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -265923.156250 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -265923.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -265943.343750 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -265943.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -265959.062500 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -265959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -265974.000000 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -265974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -265985.875000 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -265985.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -265991.531250 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -265991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -265993.750000 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -265993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -265996.437500 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -265996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -265997.906250 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -265997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -265998.562500 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -265998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -265998.656250 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -265998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -265998.750000 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -265998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -265998.750000 Penalty: 2503.037109
	Iteration 28F: 3 clusters Score -265998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -109459.968750 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -109460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -108063.007812 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -108063 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108612.640625 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -108612.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108806.820312 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -108806.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108950.671875 Penalty: 2253.362549
	Iteration 3F: 3 clusters Score -108950.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109093.062500 Penalty: 2253.362549
	Iteration 4Q: 3 clusters Score -109093.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109273.960938 Penalty: 2253.362549
	Iteration 5F: 3 clusters Score -109274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109449.812500 Penalty: 2253.362549
	Iteration 6F: 3 clusters Score -109449.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -109610.046875 Penalty: 2253.362549
	Iteration 7F: 3 clusters Score -109610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -109723.437500 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -109723.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109799.046875 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -109799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -109832.476562 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -109832.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109895.421875 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -109895.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110124.726562 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -110124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110469.640625 Penalty: 2253.362549
	Iteration 13Q: 3 clusters Score -110469.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110559.218750 Penalty: 2253.362549
	Iteration 14Q: 3 clusters Score -110559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110597.445312 Penalty: 2253.362549
	Iteration 15Q: 3 clusters Score -110597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110609.843750 Penalty: 2253.362549
	Iteration 16Q: 3 clusters Score -110609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -110651.757812 Penalty: 2253.362549
	Iteration 17Q: 3 clusters Score -110651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -110690.203125 Penalty: 2253.362549
	Iteration 18Q: 3 clusters Score -110690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -110698.734375 Penalty: 2253.362549
	Iteration 19Q: 3 clusters Score -110698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -110718.195312 Penalty: 2253.362549
	Iteration 20F: 3 clusters Score -110718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -110743.320312 Penalty: 2253.362549
	Iteration 21Q: 3 clusters Score -110743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -110762.109375 Penalty: 2253.362549
	Iteration 22Q: 3 clusters Score -110762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110779.187500 Penalty: 2253.362549
	Iteration 23Q: 3 clusters Score -110779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -110792.179688 Penalty: 2253.362549
	Iteration 24Q: 3 clusters Score -110792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110799.203125 Penalty: 2253.362549
	Iteration 25Q: 3 clusters Score -110799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110799.203125 Penalty: 2253.362549
	Iteration 26F: 3 clusters Score -110799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 261 members 
Entering Unmasked Estep 
Score: -141679184.000000 Penalty: 81671.953125
Splitting cluster 20 changes total score from -141678704.000000 to -141679184.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -58759.695312 Penalty: 1039.229980
	Iteration 0F: 2 clusters Score -58759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57660.390625 Penalty: 2078.459961
	Iteration 0F: 3 clusters Score -57660.39 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57895.671875 Penalty: 2078.459961
	Iteration 1F: 3 clusters Score -57895.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57979.257812 Penalty: 2078.459961
	Iteration 2F: 3 clusters Score -57979.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58041.167969 Penalty: 2078.459961
	Iteration 3Q: 3 clusters Score -58041.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58117.945312 Penalty: 2078.459961
	Iteration 4Q: 3 clusters Score -58117.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58238.023438 Penalty: 2078.459961
	Iteration 5Q: 3 clusters Score -58238.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58350.867188 Penalty: 2078.459961
	Iteration 6Q: 3 clusters Score -58350.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58462.496094 Penalty: 2078.459961
	Iteration 7Q: 3 clusters Score -58462.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58650.289062 Penalty: 2078.459961
	Iteration 8F: 3 clusters Score -58650.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58854.160156 Penalty: 2078.459961
	Iteration 9Q: 3 clusters Score -58854.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58978.812500 Penalty: 2078.459961
	Iteration 10Q: 3 clusters Score -58978.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59049.308594 Penalty: 2078.459961
	Iteration 11Q: 3 clusters Score -59049.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59090.714844 Penalty: 2078.459961
	Iteration 12Q: 3 clusters Score -59090.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59126.664062 Penalty: 2078.459961
	Iteration 13Q: 3 clusters Score -59126.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59128.453125 Penalty: 2078.459961
	Iteration 14Q: 3 clusters Score -59128.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59128.453125 Penalty: 2078.459961
	Iteration 15F: 3 clusters Score -59128.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 275 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 261 members 
Mstep: Class 37 contains 324 members 
Entering Unmasked Estep 
Score: -141678208.000000 Penalty: 83940.617188
Splitting cluster 21 changes total score from -141678704.000000 to -141678208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (114468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114468 members 
Entering Unmasked Estep 
Score: -14338861.000000 Penalty: 1892.808228
	Iteration 0F: 2 clusters Score -1.433886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -14265295.000000 Penalty: 3785.616455
	Iteration 0F: 3 clusters Score -1.42653e+07 nChanged 54843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -14297235.000000 Penalty: 3785.616455
	Iteration 1F: 3 clusters Score -1.429724e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -14298136.000000 Penalty: 3785.616455
	Iteration 2Q: 3 clusters Score -1.429814e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -14299636.000000 Penalty: 3785.616455
	Iteration 3Q: 3 clusters Score -1.429964e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -14301679.000000 Penalty: 3785.616455
	Iteration 4Q: 3 clusters Score -1.430168e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -14304970.000000 Penalty: 3785.616455
	Iteration 5F: 3 clusters Score -1.430497e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -14310338.000000 Penalty: 3785.616455
	Iteration 6F: 3 clusters Score -1.431034e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -14317672.000000 Penalty: 3785.616455
	Iteration 7F: 3 clusters Score -1.431767e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -14325097.000000 Penalty: 3785.616455
	Iteration 8F: 3 clusters Score -1.43251e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -14330646.000000 Penalty: 3785.616455
	Iteration 9F: 3 clusters Score -1.433065e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -14333977.000000 Penalty: 3785.616455
	Iteration 10Q: 3 clusters Score -1.433398e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -14335951.000000 Penalty: 3785.616455
	Iteration 11Q: 3 clusters Score -1.433595e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -14337154.000000 Penalty: 3785.616455
	Iteration 12Q: 3 clusters Score -1.433715e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -14338033.000000 Penalty: 3785.616455
	Iteration 13Q: 3 clusters Score -1.433803e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 108242 members 
Entering Unmasked Estep 
Score: -14338645.000000 Penalty: 3785.616455
	Iteration 14Q: 3 clusters Score -1.433864e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -14338994.000000 Penalty: 3785.616455
	Iteration 15Q: 3 clusters Score -1.433899e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 109760 members 
Entering Unmasked Estep 
Score: -14339198.000000 Penalty: 3785.616455
	Iteration 16Q: 3 clusters Score -1.43392e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 110280 members 
Entering Unmasked Estep 
Score: -14339271.000000 Penalty: 3785.616455
	Iteration 17Q: 3 clusters Score -1.433927e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 110677 members 
Entering Unmasked Estep 
Score: -14339323.000000 Penalty: 3785.616455
	Iteration 18Q: 3 clusters Score -1.433932e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -14339304.000000 Penalty: 3785.616455
	Iteration 19Q: 3 clusters Score -1.43393e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -14339260.000000 Penalty: 3785.616455
	Iteration 20F: 3 clusters Score -1.433926e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 111445 members 
Entering Unmasked Estep 
Score: -14339217.000000 Penalty: 3785.616455
	Iteration 21Q: 3 clusters Score -1.433922e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -14339198.000000 Penalty: 3785.616455
	Iteration 22Q: 3 clusters Score -1.43392e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -14339152.000000 Penalty: 3785.616455
	Iteration 23Q: 3 clusters Score -1.433915e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -14339133.000000 Penalty: 3785.616455
	Iteration 24Q: 3 clusters Score -1.433913e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -14339111.000000 Penalty: 3785.616455
	Iteration 25Q: 3 clusters Score -1.433911e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -14339099.000000 Penalty: 3785.616455
	Iteration 26Q: 3 clusters Score -1.43391e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 112187 members 
Entering Unmasked Estep 
Score: -14339067.000000 Penalty: 3785.616455
	Iteration 27Q: 3 clusters Score -1.433907e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 112252 members 
Entering Unmasked Estep 
Score: -14339032.000000 Penalty: 3785.616455
	Iteration 28Q: 3 clusters Score -1.433903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -14339006.000000 Penalty: 3785.616455
	Iteration 29Q: 3 clusters Score -1.433901e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 112363 members 
Entering Unmasked Estep 
Score: -14339010.000000 Penalty: 3785.616455
	Iteration 30Q: 3 clusters Score -1.433901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 112406 members 
Entering Unmasked Estep 
Score: -14339001.000000 Penalty: 3785.616455
	Iteration 31Q: 3 clusters Score -1.4339e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -14339009.000000 Penalty: 3785.616455
	Iteration 32Q: 3 clusters Score -1.433901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -14339010.000000 Penalty: 3785.616455
	Iteration 33Q: 3 clusters Score -1.433901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -14339027.000000 Penalty: 3785.616455
	Iteration 34Q: 3 clusters Score -1.433903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 112537 members 
Entering Unmasked Estep 
Score: -14339008.000000 Penalty: 3785.616455
	Iteration 35Q: 3 clusters Score -1.433901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 112554 members 
Entering Unmasked Estep 
Score: -14338996.000000 Penalty: 3785.616455
	Iteration 36Q: 3 clusters Score -1.4339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 112566 members 
Entering Unmasked Estep 
Score: -14339001.000000 Penalty: 3785.616455
	Iteration 37Q: 3 clusters Score -1.4339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -14339005.000000 Penalty: 3785.616455
	Iteration 38Q: 3 clusters Score -1.4339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -14338997.000000 Penalty: 3785.616455
	Iteration 39Q: 3 clusters Score -1.4339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -14338986.000000 Penalty: 3785.616455
	Iteration 40F: 3 clusters Score -1.433899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 112602 members 
Entering Unmasked Estep 
Score: -14338991.000000 Penalty: 3785.616455
	Iteration 41Q: 3 clusters Score -1.433899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -14338990.000000 Penalty: 3785.616455
	Iteration 42Q: 3 clusters Score -1.433899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 112609 members 
Entering Unmasked Estep 
Score: -14338982.000000 Penalty: 3785.616455
	Iteration 43Q: 3 clusters Score -1.433898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -14338975.000000 Penalty: 3785.616455
	Iteration 44Q: 3 clusters Score -1.433898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 112623 members 
Entering Unmasked Estep 
Score: -14338990.000000 Penalty: 3785.616455
	Iteration 45Q: 3 clusters Score -1.433899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
Score: -14338986.000000 Penalty: 3785.616455
	Iteration 46Q: 3 clusters Score -1.433899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
Score: -14338988.000000 Penalty: 3785.616455
	Iteration 47Q: 3 clusters Score -1.433899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 112639 members 
Entering Unmasked Estep 
Score: -14338991.000000 Penalty: 3785.616455
	Iteration 48Q: 3 clusters Score -1.433899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -14338998.000000 Penalty: 3785.616455
	Iteration 49Q: 3 clusters Score -1.4339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -14338982.000000 Penalty: 3785.616455
	Iteration 50Q: 3 clusters Score -1.433898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -14338982.000000 Penalty: 3785.616455
	Iteration 51F: 3 clusters Score -1.433898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 1822 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 261 members 
Mstep: Class 37 contains 112646 members 
Entering Unmasked Estep 
Score: -141678512.000000 Penalty: 83940.617188
Splitting cluster 22 changes total score from -141678704.000000 to -141678512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (113048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Entering Unmasked Estep 
Score: -14297262.000000 Penalty: 1890.779785
	Iteration 0F: 2 clusters Score -1.429726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -14222759.000000 Penalty: 3781.559570
	Iteration 0F: 3 clusters Score -1.422276e+07 nChanged 54301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -14254674.000000 Penalty: 3781.559570
	Iteration 1F: 3 clusters Score -1.425467e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -14255585.000000 Penalty: 3781.559570
	Iteration 2Q: 3 clusters Score -1.425558e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -14256780.000000 Penalty: 3781.559570
	Iteration 3Q: 3 clusters Score -1.425678e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -14258707.000000 Penalty: 3781.559570
	Iteration 4Q: 3 clusters Score -1.425871e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -14262005.000000 Penalty: 3781.559570
	Iteration 5F: 3 clusters Score -1.4262e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -14267162.000000 Penalty: 3781.559570
	Iteration 6F: 3 clusters Score -1.426716e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -14274161.000000 Penalty: 3781.559570
	Iteration 7F: 3 clusters Score -1.427416e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -14281848.000000 Penalty: 3781.559570
	Iteration 8F: 3 clusters Score -1.428185e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -14287974.000000 Penalty: 3781.559570
	Iteration 9F: 3 clusters Score -1.428797e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -14291880.000000 Penalty: 3781.559570
	Iteration 10Q: 3 clusters Score -1.429188e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -14294053.000000 Penalty: 3781.559570
	Iteration 11Q: 3 clusters Score -1.429405e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14295137.000000 Penalty: 3781.559570
	Iteration 12Q: 3 clusters Score -1.429514e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14295691.000000 Penalty: 3781.559570
	Iteration 13Q: 3 clusters Score -1.429569e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -14295957.000000 Penalty: 3781.559570
	Iteration 14Q: 3 clusters Score -1.429596e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -14296161.000000 Penalty: 3781.559570
	Iteration 15Q: 3 clusters Score -1.429616e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14296259.000000 Penalty: 3781.559570
	Iteration 16Q: 3 clusters Score -1.429626e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14296357.000000 Penalty: 3781.559570
	Iteration 17Q: 3 clusters Score -1.429636e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14296351.000000 Penalty: 3781.559570
	Iteration 18Q: 3 clusters Score -1.429635e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14296371.000000 Penalty: 3781.559570
	Iteration 19Q: 3 clusters Score -1.429637e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -14296404.000000 Penalty: 3781.559570
	Iteration 20F: 3 clusters Score -1.42964e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14296440.000000 Penalty: 3781.559570
	Iteration 21Q: 3 clusters Score -1.429644e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111842 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14296445.000000 Penalty: 3781.559570
	Iteration 22Q: 3 clusters Score -1.429644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14296468.000000 Penalty: 3781.559570
	Iteration 23Q: 3 clusters Score -1.429647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111873 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14296463.000000 Penalty: 3781.559570
	Iteration 24Q: 3 clusters Score -1.429646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14296462.000000 Penalty: 3781.559570
	Iteration 25Q: 3 clusters Score -1.429646e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14296477.000000 Penalty: 3781.559570
	Iteration 26Q: 3 clusters Score -1.429648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14296494.000000 Penalty: 3781.559570
	Iteration 27Q: 3 clusters Score -1.429649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -14296496.000000 Penalty: 3781.559570
	Iteration 28Q: 3 clusters Score -1.42965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14296503.000000 Penalty: 3781.559570
	Iteration 29Q: 3 clusters Score -1.42965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14296504.000000 Penalty: 3781.559570
	Iteration 30Q: 3 clusters Score -1.42965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -14296500.000000 Penalty: 3781.559570
	Iteration 31Q: 3 clusters Score -1.42965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14296502.000000 Penalty: 3781.559570
	Iteration 32Q: 3 clusters Score -1.42965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14296505.000000 Penalty: 3781.559570
	Iteration 33Q: 3 clusters Score -1.42965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14296503.000000 Penalty: 3781.559570
	Iteration 34Q: 3 clusters Score -1.42965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14296499.000000 Penalty: 3781.559570
	Iteration 35Q: 3 clusters Score -1.42965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111929 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -14296498.000000 Penalty: 3781.559570
	Iteration 36Q: 3 clusters Score -1.42965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -14296509.000000 Penalty: 3781.559570
	Iteration 37Q: 3 clusters Score -1.429651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -14296507.000000 Penalty: 3781.559570
	Iteration 38Q: 3 clusters Score -1.429651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14296499.000000 Penalty: 3781.559570
	Iteration 39Q: 3 clusters Score -1.42965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111940 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14296493.000000 Penalty: 3781.559570
	Iteration 40F: 3 clusters Score -1.429649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111942 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14296496.000000 Penalty: 3781.559570
	Iteration 41Q: 3 clusters Score -1.42965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -14296495.000000 Penalty: 3781.559570
	Iteration 42Q: 3 clusters Score -1.42965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -14296491.000000 Penalty: 3781.559570
	Iteration 43Q: 3 clusters Score -1.429649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14296495.000000 Penalty: 3781.559570
	Iteration 44Q: 3 clusters Score -1.42965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14296492.000000 Penalty: 3781.559570
	Iteration 45Q: 3 clusters Score -1.429649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14296506.000000 Penalty: 3781.559570
	Iteration 46Q: 3 clusters Score -1.429651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14296505.000000 Penalty: 3781.559570
	Iteration 47Q: 3 clusters Score -1.42965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14296507.000000 Penalty: 3781.559570
	Iteration 48Q: 3 clusters Score -1.429651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14296507.000000 Penalty: 3781.559570
	Iteration 49F: 3 clusters Score -1.429651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -29609.123047 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -29609.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28875.027344 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -28875.03 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29407.781250 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -29407.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29852.513672 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -29852.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30233.662109 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -30233.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30597.689453 Penalty: 2019.096924
	Iteration 4F: 3 clusters Score -30597.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30858.863281 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -30858.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31063.730469 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -31063.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31225.726562 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -31225.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31351.691406 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -31351.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31385.298828 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -31385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31424.380859 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -31424.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31451.156250 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -31451.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31463.044922 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -31463.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31476.001953 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -31476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31489.015625 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -31489.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31499.642578 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -31499.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31507.218750 Penalty: 2019.096924
	Iteration 16F: 3 clusters Score -31507.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31538.458984 Penalty: 2019.096924
	Iteration 17Q: 3 clusters Score -31538.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31540.171875 Penalty: 2019.096924
	Iteration 18Q: 3 clusters Score -31540.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31540.171875 Penalty: 2019.096924
	Iteration 19F: 3 clusters Score -31540.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 261 members 
Mstep: Class 37 contains 226 members 
Entering Unmasked Estep 
Score: -141679664.000000 Penalty: 83940.617188
Splitting cluster 24 changes total score from -141678704.000000 to -141679664.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (61048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Entering Unmasked Estep 
Score: -7483555.500000 Penalty: 1790.655029
	Iteration 0F: 2 clusters Score -7483556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -7442876.000000 Penalty: 3581.310059
	Iteration 0F: 3 clusters Score -7442876 nChanged 28714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -7459074.500000 Penalty: 3581.310059
	Iteration 1F: 3 clusters Score -7459074 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -7459597.500000 Penalty: 3581.310059
	Iteration 2Q: 3 clusters Score -7459598 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -7460326.000000 Penalty: 3581.310059
	Iteration 3Q: 3 clusters Score -7460326 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -7461453.000000 Penalty: 3581.310059
	Iteration 4Q: 3 clusters Score -7461453 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -7463311.000000 Penalty: 3581.310059
	Iteration 5F: 3 clusters Score -7463311 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -7466283.500000 Penalty: 3581.310059
	Iteration 6F: 3 clusters Score -7466284 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -7470319.000000 Penalty: 3581.310059
	Iteration 7F: 3 clusters Score -7470319 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -7474556.000000 Penalty: 3581.310059
	Iteration 8F: 3 clusters Score -7474556 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -7477719.000000 Penalty: 3581.310059
	Iteration 9F: 3 clusters Score -7477719 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7479753.500000 Penalty: 3581.310059
	Iteration 10Q: 3 clusters Score -7479754 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7480811.500000 Penalty: 3581.310059
	Iteration 11Q: 3 clusters Score -7480812 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7481358.500000 Penalty: 3581.310059
	Iteration 12Q: 3 clusters Score -7481358 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7481661.500000 Penalty: 3581.310059
	Iteration 13Q: 3 clusters Score -7481662 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7481840.500000 Penalty: 3581.310059
	Iteration 14Q: 3 clusters Score -7481840 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7481952.000000 Penalty: 3581.310059
	Iteration 15Q: 3 clusters Score -7481952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7482018.000000 Penalty: 3581.310059
	Iteration 16Q: 3 clusters Score -7482018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7482040.000000 Penalty: 3581.310059
	Iteration 17Q: 3 clusters Score -7482040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7482064.500000 Penalty: 3581.310059
	Iteration 18Q: 3 clusters Score -7482064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7482080.500000 Penalty: 3581.310059
	Iteration 19Q: 3 clusters Score -7482080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7482087.500000 Penalty: 3581.310059
	Iteration 20F: 3 clusters Score -7482088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7482098.500000 Penalty: 3581.310059
	Iteration 21Q: 3 clusters Score -7482098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7482096.000000 Penalty: 3581.310059
	Iteration 22Q: 3 clusters Score -7482096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7482106.500000 Penalty: 3581.310059
	Iteration 23Q: 3 clusters Score -7482106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7482106.000000 Penalty: 3581.310059
	Iteration 24Q: 3 clusters Score -7482106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7482108.000000 Penalty: 3581.310059
	Iteration 25Q: 3 clusters Score -7482108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7482114.500000 Penalty: 3581.310059
	Iteration 26Q: 3 clusters Score -7482114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7482112.000000 Penalty: 3581.310059
	Iteration 27Q: 3 clusters Score -7482112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7482123.500000 Penalty: 3581.310059
	Iteration 28Q: 3 clusters Score -7482124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7482124.500000 Penalty: 3581.310059
	Iteration 29Q: 3 clusters Score -7482124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7482125.000000 Penalty: 3581.310059
	Iteration 30Q: 3 clusters Score -7482125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7482134.000000 Penalty: 3581.310059
	Iteration 31Q: 3 clusters Score -7482134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7482130.500000 Penalty: 3581.310059
	Iteration 32Q: 3 clusters Score -7482130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7482129.000000 Penalty: 3581.310059
	Iteration 33Q: 3 clusters Score -7482129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7482128.500000 Penalty: 3581.310059
	Iteration 34Q: 3 clusters Score -7482128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7482133.500000 Penalty: 3581.310059
	Iteration 35Q: 3 clusters Score -7482134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7482133.500000 Penalty: 3581.310059
	Iteration 36Q: 3 clusters Score -7482134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7482133.500000 Penalty: 3581.310059
	Iteration 37F: 3 clusters Score -7482134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -25791.507812 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -25791.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24954.837891 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -24954.84 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25746.097656 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -25746.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26748.123047 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -26748.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27418.513672 Penalty: 1998.252319
	Iteration 3F: 3 clusters Score -27418.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27722.279297 Penalty: 1998.252319
	Iteration 4F: 3 clusters Score -27722.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27845.501953 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -27845.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27925.601562 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -27925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27941.566406 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -27941.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27941.566406 Penalty: 1998.252319
	Iteration 8F: 3 clusters Score -27941.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 21327 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 261 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 256 members 
Entering Unmasked Estep 
Score: -141680736.000000 Penalty: 86209.281250
Splitting cluster 26 changes total score from -141678704.000000 to -141680736.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (47215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Entering Unmasked Estep 
Score: -5887673.000000 Penalty: 1748.900757
	Iteration 0F: 2 clusters Score -5887673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5856201.500000 Penalty: 3497.801514
	Iteration 0F: 3 clusters Score -5856202 nChanged 22050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5868445.500000 Penalty: 3497.801514
	Iteration 1F: 3 clusters Score -5868446 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5869029.500000 Penalty: 3497.801514
	Iteration 2Q: 3 clusters Score -5869030 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -5869747.500000 Penalty: 3497.801514
	Iteration 3Q: 3 clusters Score -5869748 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5870572.500000 Penalty: 3497.801514
	Iteration 4Q: 3 clusters Score -5870572 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5871621.500000 Penalty: 3497.801514
	Iteration 5Q: 3 clusters Score -5871622 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5872927.000000 Penalty: 3497.801514
	Iteration 6Q: 3 clusters Score -5872927 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -5874554.500000 Penalty: 3497.801514
	Iteration 7F: 3 clusters Score -5874554 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -5876497.500000 Penalty: 3497.801514
	Iteration 8F: 3 clusters Score -5876498 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5878220.000000 Penalty: 3497.801514
	Iteration 9F: 3 clusters Score -5878220 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -5879639.000000 Penalty: 3497.801514
	Iteration 10Q: 3 clusters Score -5879639 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5880585.500000 Penalty: 3497.801514
	Iteration 11Q: 3 clusters Score -5880586 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -5881295.500000 Penalty: 3497.801514
	Iteration 12Q: 3 clusters Score -5881296 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -5881828.000000 Penalty: 3497.801514
	Iteration 13Q: 3 clusters Score -5881828 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -5882243.000000 Penalty: 3497.801514
	Iteration 14Q: 3 clusters Score -5882243 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -5882589.000000 Penalty: 3497.801514
	Iteration 15Q: 3 clusters Score -5882589 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -5882981.000000 Penalty: 3497.801514
	Iteration 16Q: 3 clusters Score -5882981 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -5883326.500000 Penalty: 3497.801514
	Iteration 17Q: 3 clusters Score -5883326 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5883633.500000 Penalty: 3497.801514
	Iteration 18Q: 3 clusters Score -5883634 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5883957.500000 Penalty: 3497.801514
	Iteration 19Q: 3 clusters Score -5883958 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -5884237.000000 Penalty: 3497.801514
	Iteration 20F: 3 clusters Score -5884237 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5884524.500000 Penalty: 3497.801514
	Iteration 21Q: 3 clusters Score -5884524 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5884828.500000 Penalty: 3497.801514
	Iteration 22Q: 3 clusters Score -5884828 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5885095.500000 Penalty: 3497.801514
	Iteration 23Q: 3 clusters Score -5885096 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5885305.500000 Penalty: 3497.801514
	Iteration 24Q: 3 clusters Score -5885306 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5885510.500000 Penalty: 3497.801514
	Iteration 25Q: 3 clusters Score -5885510 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5885681.000000 Penalty: 3497.801514
	Iteration 26Q: 3 clusters Score -5885681 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5885823.500000 Penalty: 3497.801514
	Iteration 27Q: 3 clusters Score -5885824 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5885916.500000 Penalty: 3497.801514
	Iteration 28Q: 3 clusters Score -5885916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5885998.500000 Penalty: 3497.801514
	Iteration 29Q: 3 clusters Score -5885998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5886070.000000 Penalty: 3497.801514
	Iteration 30Q: 3 clusters Score -5886070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5886120.500000 Penalty: 3497.801514
	Iteration 31Q: 3 clusters Score -5886120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5886146.500000 Penalty: 3497.801514
	Iteration 32Q: 3 clusters Score -5886146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5886180.500000 Penalty: 3497.801514
	Iteration 33Q: 3 clusters Score -5886180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5886199.000000 Penalty: 3497.801514
	Iteration 34Q: 3 clusters Score -5886199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5886214.500000 Penalty: 3497.801514
	Iteration 35Q: 3 clusters Score -5886214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5886219.500000 Penalty: 3497.801514
	Iteration 36Q: 3 clusters Score -5886220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5886228.000000 Penalty: 3497.801514
	Iteration 37Q: 3 clusters Score -5886228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5886234.000000 Penalty: 3497.801514
	Iteration 38Q: 3 clusters Score -5886234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5886233.500000 Penalty: 3497.801514
	Iteration 39Q: 3 clusters Score -5886234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5886238.500000 Penalty: 3497.801514
	Iteration 40F: 3 clusters Score -5886238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5886242.000000 Penalty: 3497.801514
	Iteration 41Q: 3 clusters Score -5886242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5886242.500000 Penalty: 3497.801514
	Iteration 42Q: 3 clusters Score -5886242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5886255.000000 Penalty: 3497.801514
	Iteration 43Q: 3 clusters Score -5886255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5886255.000000 Penalty: 3497.801514
	Iteration 44Q: 3 clusters Score -5886255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5886257.500000 Penalty: 3497.801514
	Iteration 45Q: 3 clusters Score -5886258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5886257.000000 Penalty: 3497.801514
	Iteration 46Q: 3 clusters Score -5886257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5886257.500000 Penalty: 3497.801514
	Iteration 47Q: 3 clusters Score -5886258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5886253.500000 Penalty: 3497.801514
	Iteration 48Q: 3 clusters Score -5886254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5886258.500000 Penalty: 3497.801514
	Iteration 49Q: 3 clusters Score -5886258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5886258.000000 Penalty: 3497.801514
	Iteration 50Q: 3 clusters Score -5886258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5886258.000000 Penalty: 3497.801514
	Iteration 51F: 3 clusters Score -5886258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Entering Unmasked Estep 
Score: -2484171.750000 Penalty: 1619.756104
	Iteration 0F: 2 clusters Score -2484172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2469607.250000 Penalty: 3239.512207
	Iteration 0F: 3 clusters Score -2469607 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2476305.250000 Penalty: 3239.512207
	Iteration 1F: 3 clusters Score -2476305 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2478333.000000 Penalty: 3239.512207
	Iteration 2F: 3 clusters Score -2478333 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2480320.000000 Penalty: 3239.512207
	Iteration 3F: 3 clusters Score -2480320 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2481646.750000 Penalty: 3239.512207
	Iteration 4F: 3 clusters Score -2481647 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2482368.000000 Penalty: 3239.512207
	Iteration 5F: 3 clusters Score -2482368 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2482838.250000 Penalty: 3239.512207
	Iteration 6Q: 3 clusters Score -2482838 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2483167.000000 Penalty: 3239.512207
	Iteration 7Q: 3 clusters Score -2483167 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2483402.000000 Penalty: 3239.512207
	Iteration 8Q: 3 clusters Score -2483402 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2483549.500000 Penalty: 3239.512207
	Iteration 9Q: 3 clusters Score -2483550 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2483665.250000 Penalty: 3239.512207
	Iteration 10Q: 3 clusters Score -2483665 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2483758.000000 Penalty: 3239.512207
	Iteration 11Q: 3 clusters Score -2483758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2483841.500000 Penalty: 3239.512207
	Iteration 12Q: 3 clusters Score -2483842 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2483934.250000 Penalty: 3239.512207
	Iteration 13Q: 3 clusters Score -2483934 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2484014.000000 Penalty: 3239.512207
	Iteration 14Q: 3 clusters Score -2484014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2484088.500000 Penalty: 3239.512207
	Iteration 15Q: 3 clusters Score -2484088 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2484157.500000 Penalty: 3239.512207
	Iteration 16Q: 3 clusters Score -2484158 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2484196.000000 Penalty: 3239.512207
	Iteration 17Q: 3 clusters Score -2484196 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2484226.500000 Penalty: 3239.512207
	Iteration 18Q: 3 clusters Score -2484226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2484248.500000 Penalty: 3239.512207
	Iteration 19Q: 3 clusters Score -2484248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2484265.750000 Penalty: 3239.512207
	Iteration 20F: 3 clusters Score -2484266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2484277.500000 Penalty: 3239.512207
	Iteration 21Q: 3 clusters Score -2484278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2484285.500000 Penalty: 3239.512207
	Iteration 22Q: 3 clusters Score -2484286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2484287.750000 Penalty: 3239.512207
	Iteration 23Q: 3 clusters Score -2484288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2484309.250000 Penalty: 3239.512207
	Iteration 24Q: 3 clusters Score -2484309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2484311.500000 Penalty: 3239.512207
	Iteration 25Q: 3 clusters Score -2484312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2484316.250000 Penalty: 3239.512207
	Iteration 26Q: 3 clusters Score -2484316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2484320.000000 Penalty: 3239.512207
	Iteration 27Q: 3 clusters Score -2484320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2484330.500000 Penalty: 3239.512207
	Iteration 28Q: 3 clusters Score -2484330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2484333.500000 Penalty: 3239.512207
	Iteration 29Q: 3 clusters Score -2484334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2484334.750000 Penalty: 3239.512207
	Iteration 30Q: 3 clusters Score -2484335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2484345.750000 Penalty: 3239.512207
	Iteration 31Q: 3 clusters Score -2484346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2484346.250000 Penalty: 3239.512207
	Iteration 32Q: 3 clusters Score -2484346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2484350.500000 Penalty: 3239.512207
	Iteration 33Q: 3 clusters Score -2484350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2484353.000000 Penalty: 3239.512207
	Iteration 34Q: 3 clusters Score -2484353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2484349.000000 Penalty: 3239.512207
	Iteration 35Q: 3 clusters Score -2484349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2484354.500000 Penalty: 3239.512207
	Iteration 36Q: 3 clusters Score -2484354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2484355.250000 Penalty: 3239.512207
	Iteration 37Q: 3 clusters Score -2484355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2484355.500000 Penalty: 3239.512207
	Iteration 38Q: 3 clusters Score -2484356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2484355.750000 Penalty: 3239.512207
	Iteration 39Q: 3 clusters Score -2484356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2484359.750000 Penalty: 3239.512207
	Iteration 40F: 3 clusters Score -2484360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2484350.750000 Penalty: 3239.512207
	Iteration 41Q: 3 clusters Score -2484351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2484353.500000 Penalty: 3239.512207
	Iteration 42Q: 3 clusters Score -2484354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2484353.250000 Penalty: 3239.512207
	Iteration 43Q: 3 clusters Score -2484353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2484354.250000 Penalty: 3239.512207
	Iteration 44Q: 3 clusters Score -2484354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2484351.750000 Penalty: 3239.512207
	Iteration 45Q: 3 clusters Score -2484352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2484357.000000 Penalty: 3239.512207
	Iteration 46Q: 3 clusters Score -2484357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2484358.500000 Penalty: 3239.512207
	Iteration 47Q: 3 clusters Score -2484358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2484357.750000 Penalty: 3239.512207
	Iteration 48Q: 3 clusters Score -2484358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2484355.750000 Penalty: 3239.512207
	Iteration 49Q: 3 clusters Score -2484356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2484358.750000 Penalty: 3239.512207
	Iteration 50Q: 3 clusters Score -2484359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2484356.500000 Penalty: 3239.512207
	Iteration 51Q: 3 clusters Score -2484356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2484356.500000 Penalty: 3239.512207
	Iteration 52Q: 3 clusters Score -2484356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2484352.750000 Penalty: 3239.512207
	Iteration 53Q: 3 clusters Score -2484353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2484351.500000 Penalty: 3239.512207
	Iteration 54Q: 3 clusters Score -2484352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2484350.500000 Penalty: 3239.512207
	Iteration 55Q: 3 clusters Score -2484350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2484353.500000 Penalty: 3239.512207
	Iteration 56Q: 3 clusters Score -2484354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2484354.750000 Penalty: 3239.512207
	Iteration 57Q: 3 clusters Score -2484355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2484352.500000 Penalty: 3239.512207
	Iteration 58Q: 3 clusters Score -2484352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2484354.250000 Penalty: 3239.512207
	Iteration 59Q: 3 clusters Score -2484354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2484360.750000 Penalty: 3239.512207
	Iteration 60F: 3 clusters Score -2484361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2484364.750000 Penalty: 3239.512207
	Iteration 61Q: 3 clusters Score -2484365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2484361.750000 Penalty: 3239.512207
	Iteration 62Q: 3 clusters Score -2484362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2484360.000000 Penalty: 3239.512207
	Iteration 63Q: 3 clusters Score -2484360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2484361.500000 Penalty: 3239.512207
	Iteration 64Q: 3 clusters Score -2484362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2484362.250000 Penalty: 3239.512207
	Iteration 65Q: 3 clusters Score -2484362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2484362.750000 Penalty: 3239.512207
	Iteration 66Q: 3 clusters Score -2484363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2484363.250000 Penalty: 3239.512207
	Iteration 67Q: 3 clusters Score -2484363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2484362.500000 Penalty: 3239.512207
	Iteration 68Q: 3 clusters Score -2484362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2484363.250000 Penalty: 3239.512207
	Iteration 69Q: 3 clusters Score -2484363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2484365.250000 Penalty: 3239.512207
	Iteration 70Q: 3 clusters Score -2484365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2484364.000000 Penalty: 3239.512207
	Iteration 71Q: 3 clusters Score -2484364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2484363.500000 Penalty: 3239.512207
	Iteration 72Q: 3 clusters Score -2484364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2484359.750000 Penalty: 3239.512207
	Iteration 73Q: 3 clusters Score -2484360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2484364.750000 Penalty: 3239.512207
	Iteration 74Q: 3 clusters Score -2484365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2484368.250000 Penalty: 3239.512207
	Iteration 75Q: 3 clusters Score -2484368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2484368.250000 Penalty: 3239.512207
	Iteration 76F: 3 clusters Score -2484368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 18992 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 261 members 
Mstep: Class 37 contains 226 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 2335 members 
Entering Unmasked Estep 
Score: -141680000.000000 Penalty: 88477.945312
Splitting cluster 28 changes total score from -141678704.000000 to -141680000.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -228289.375000 Penalty: 1224.745850
	Iteration 0F: 2 clusters Score -228289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -226293.859375 Penalty: 2449.491699
	Iteration 0F: 3 clusters Score -226293.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226753.968750 Penalty: 2449.491699
	Iteration 1F: 3 clusters Score -226754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -226868.671875 Penalty: 2449.491699
	Iteration 2F: 3 clusters Score -226868.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -226927.000000 Penalty: 2449.491699
	Iteration 3Q: 3 clusters Score -226927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -226955.718750 Penalty: 2449.491699
	Iteration 4Q: 3 clusters Score -226955.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -226971.406250 Penalty: 2449.491699
	Iteration 5Q: 3 clusters Score -226971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -226985.218750 Penalty: 2449.491699
	Iteration 6Q: 3 clusters Score -226985.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227001.984375 Penalty: 2449.491699
	Iteration 7Q: 3 clusters Score -227002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -227021.250000 Penalty: 2449.491699
	Iteration 8Q: 3 clusters Score -227021.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -227039.000000 Penalty: 2449.491699
	Iteration 9Q: 3 clusters Score -227039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -227053.390625 Penalty: 2449.491699
	Iteration 10Q: 3 clusters Score -227053.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -227067.578125 Penalty: 2449.491699
	Iteration 11Q: 3 clusters Score -227067.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -227074.328125 Penalty: 2449.491699
	Iteration 12Q: 3 clusters Score -227074.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -227080.203125 Penalty: 2449.491699
	Iteration 13Q: 3 clusters Score -227080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -227084.531250 Penalty: 2449.491699
	Iteration 14Q: 3 clusters Score -227084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227086.062500 Penalty: 2449.491699
	Iteration 15Q: 3 clusters Score -227086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -227088.218750 Penalty: 2449.491699
	Iteration 16Q: 3 clusters Score -227088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -227090.828125 Penalty: 2449.491699
	Iteration 17Q: 3 clusters Score -227090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -227093.687500 Penalty: 2449.491699
	Iteration 18Q: 3 clusters Score -227093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -227095.984375 Penalty: 2449.491699
	Iteration 19Q: 3 clusters Score -227096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -227097.562500 Penalty: 2449.491699
	Iteration 20F: 3 clusters Score -227097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -227099.515625 Penalty: 2449.491699
	Iteration 21Q: 3 clusters Score -227099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227100.312500 Penalty: 2449.491699
	Iteration 22Q: 3 clusters Score -227100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -227100.687500 Penalty: 2449.491699
	Iteration 23Q: 3 clusters Score -227100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227101.265625 Penalty: 2449.491699
	Iteration 24Q: 3 clusters Score -227101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -227102.328125 Penalty: 2449.491699
	Iteration 25Q: 3 clusters Score -227102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227105.421875 Penalty: 2449.491699
	Iteration 26Q: 3 clusters Score -227105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227107.453125 Penalty: 2449.491699
	Iteration 27Q: 3 clusters Score -227107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -227109.312500 Penalty: 2449.491699
	Iteration 28Q: 3 clusters Score -227109.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227114.343750 Penalty: 2449.491699
	Iteration 29Q: 3 clusters Score -227114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227117.125000 Penalty: 2449.491699
	Iteration 30Q: 3 clusters Score -227117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -227119.000000 Penalty: 2449.491699
	Iteration 31Q: 3 clusters Score -227119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -227121.921875 Penalty: 2449.491699
	Iteration 32Q: 3 clusters Score -227121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -227125.859375 Penalty: 2449.491699
	Iteration 33Q: 3 clusters Score -227125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227130.843750 Penalty: 2449.491699
	Iteration 34Q: 3 clusters Score -227130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -227133.562500 Penalty: 2449.491699
	Iteration 35Q: 3 clusters Score -227133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -227137.421875 Penalty: 2449.491699
	Iteration 36Q: 3 clusters Score -227137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227140.953125 Penalty: 2449.491699
	Iteration 37Q: 3 clusters Score -227141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227143.953125 Penalty: 2449.491699
	Iteration 38Q: 3 clusters Score -227144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -227147.500000 Penalty: 2449.491699
	Iteration 39Q: 3 clusters Score -227147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -227150.062500 Penalty: 2449.491699
	Iteration 40F: 3 clusters Score -227150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -227152.390625 Penalty: 2449.491699
	Iteration 41Q: 3 clusters Score -227152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227155.156250 Penalty: 2449.491699
	Iteration 42Q: 3 clusters Score -227155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -227158.828125 Penalty: 2449.491699
	Iteration 43Q: 3 clusters Score -227158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227160.687500 Penalty: 2449.491699
	Iteration 44Q: 3 clusters Score -227160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -227162.953125 Penalty: 2449.491699
	Iteration 45Q: 3 clusters Score -227163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -227164.171875 Penalty: 2449.491699
	Iteration 46Q: 3 clusters Score -227164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -227166.640625 Penalty: 2449.491699
	Iteration 47Q: 3 clusters Score -227166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227169.203125 Penalty: 2449.491699
	Iteration 48Q: 3 clusters Score -227169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -227173.718750 Penalty: 2449.491699
	Iteration 49Q: 3 clusters Score -227173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -227178.062500 Penalty: 2449.491699
	Iteration 50Q: 3 clusters Score -227178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -227180.859375 Penalty: 2449.491699
	Iteration 51Q: 3 clusters Score -227180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -227183.265625 Penalty: 2449.491699
	Iteration 52Q: 3 clusters Score -227183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -227185.390625 Penalty: 2449.491699
	Iteration 53Q: 3 clusters Score -227185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -227185.609375 Penalty: 2449.491699
	Iteration 54Q: 3 clusters Score -227185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -227186.921875 Penalty: 2449.491699
	Iteration 55Q: 3 clusters Score -227186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -227186.968750 Penalty: 2449.491699
	Iteration 56Q: 3 clusters Score -227187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -227186.968750 Penalty: 2449.491699
	Iteration 57F: 3 clusters Score -227187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Entering Unmasked Estep 
Score: -748398.500000 Penalty: 1410.747070
	Iteration 0F: 2 clusters Score -748398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -743858.187500 Penalty: 2821.494141
	Iteration 0F: 3 clusters Score -743858.2 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -745234.687500 Penalty: 2821.494141
	Iteration 1F: 3 clusters Score -745234.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -745540.812500 Penalty: 2821.494141
	Iteration 2F: 3 clusters Score -745540.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -745786.250000 Penalty: 2821.494141
	Iteration 3F: 3 clusters Score -745786.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -745991.812500 Penalty: 2821.494141
	Iteration 4F: 3 clusters Score -745991.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -746190.437500 Penalty: 2821.494141
	Iteration 5Q: 3 clusters Score -746190.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -746398.687500 Penalty: 2821.494141
	Iteration 6Q: 3 clusters Score -746398.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -746602.250000 Penalty: 2821.494141
	Iteration 7Q: 3 clusters Score -746602.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -746829.437500 Penalty: 2821.494141
	Iteration 8Q: 3 clusters Score -746829.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -747032.500000 Penalty: 2821.494141
	Iteration 9Q: 3 clusters Score -747032.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -747165.375000 Penalty: 2821.494141
	Iteration 10Q: 3 clusters Score -747165.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -747245.812500 Penalty: 2821.494141
	Iteration 11Q: 3 clusters Score -747245.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -747279.875000 Penalty: 2821.494141
	Iteration 12Q: 3 clusters Score -747279.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -747297.000000 Penalty: 2821.494141
	Iteration 13Q: 3 clusters Score -747297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -747306.062500 Penalty: 2821.494141
	Iteration 14Q: 3 clusters Score -747306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -747314.000000 Penalty: 2821.494141
	Iteration 15Q: 3 clusters Score -747314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -747327.187500 Penalty: 2821.494141
	Iteration 16Q: 3 clusters Score -747327.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -747332.875000 Penalty: 2821.494141
	Iteration 17Q: 3 clusters Score -747332.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -747338.750000 Penalty: 2821.494141
	Iteration 18Q: 3 clusters Score -747338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -747342.187500 Penalty: 2821.494141
	Iteration 19Q: 3 clusters Score -747342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -747344.312500 Penalty: 2821.494141
	Iteration 20F: 3 clusters Score -747344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -747348.375000 Penalty: 2821.494141
	Iteration 21Q: 3 clusters Score -747348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -747350.312500 Penalty: 2821.494141
	Iteration 22Q: 3 clusters Score -747350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -747357.750000 Penalty: 2821.494141
	Iteration 23Q: 3 clusters Score -747357.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -747360.687500 Penalty: 2821.494141
	Iteration 24Q: 3 clusters Score -747360.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -747365.875000 Penalty: 2821.494141
	Iteration 25Q: 3 clusters Score -747365.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -747368.937500 Penalty: 2821.494141
	Iteration 26Q: 3 clusters Score -747368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -747370.437500 Penalty: 2821.494141
	Iteration 27Q: 3 clusters Score -747370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -747373.562500 Penalty: 2821.494141
	Iteration 28Q: 3 clusters Score -747373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -747375.312500 Penalty: 2821.494141
	Iteration 29Q: 3 clusters Score -747375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -747376.812500 Penalty: 2821.494141
	Iteration 30Q: 3 clusters Score -747376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -747377.250000 Penalty: 2821.494141
	Iteration 31Q: 3 clusters Score -747377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -747377.312500 Penalty: 2821.494141
	Iteration 32Q: 3 clusters Score -747377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -747379.125000 Penalty: 2821.494141
	Iteration 33Q: 3 clusters Score -747379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -747383.312500 Penalty: 2821.494141
	Iteration 34Q: 3 clusters Score -747383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -747386.687500 Penalty: 2821.494141
	Iteration 35Q: 3 clusters Score -747386.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -747388.562500 Penalty: 2821.494141
	Iteration 36Q: 3 clusters Score -747388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -747387.625000 Penalty: 2821.494141
	Iteration 37Q: 3 clusters Score -747387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -747390.500000 Penalty: 2821.494141
	Iteration 38Q: 3 clusters Score -747390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -747390.937500 Penalty: 2821.494141
	Iteration 39Q: 3 clusters Score -747390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -747391.000000 Penalty: 2821.494141
	Iteration 40F: 3 clusters Score -747391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -747390.437500 Penalty: 2821.494141
	Iteration 41Q: 3 clusters Score -747390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -747390.437500 Penalty: 2821.494141
	Iteration 42F: 3 clusters Score -747390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (139718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139718 members 
Entering Unmasked Estep 
Score: -17638130.000000 Penalty: 1925.199463
	Iteration 0F: 2 clusters Score -1.763813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -17555598.000000 Penalty: 3850.398926
	Iteration 0F: 3 clusters Score -1.75556e+07 nChanged 67056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -17595278.000000 Penalty: 3850.398926
	Iteration 1F: 3 clusters Score -1.759528e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -17596876.000000 Penalty: 3850.398926
	Iteration 2Q: 3 clusters Score -1.759688e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -17599826.000000 Penalty: 3850.398926
	Iteration 3Q: 3 clusters Score -1.759983e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -17604918.000000 Penalty: 3850.398926
	Iteration 4F: 3 clusters Score -1.760492e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -17612714.000000 Penalty: 3850.398926
	Iteration 5F: 3 clusters Score -1.761271e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -17621824.000000 Penalty: 3850.398926
	Iteration 6F: 3 clusters Score -1.762182e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -17629234.000000 Penalty: 3850.398926
	Iteration 7F: 3 clusters Score -1.762923e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122412 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -17633846.000000 Penalty: 3850.398926
	Iteration 8Q: 3 clusters Score -1.763385e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -17636534.000000 Penalty: 3850.398926
	Iteration 9Q: 3 clusters Score -1.763653e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126464 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -17637476.000000 Penalty: 3850.398926
	Iteration 10Q: 3 clusters Score -1.763748e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -17637938.000000 Penalty: 3850.398926
	Iteration 11Q: 3 clusters Score -1.763794e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128385 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -17638048.000000 Penalty: 3850.398926
	Iteration 12Q: 3 clusters Score -1.763805e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -17638142.000000 Penalty: 3850.398926
	Iteration 13Q: 3 clusters Score -1.763814e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -17638130.000000 Penalty: 3850.398926
	Iteration 14Q: 3 clusters Score -1.763813e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -17638048.000000 Penalty: 3850.398926
	Iteration 15Q: 3 clusters Score -1.763805e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130782 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -17638066.000000 Penalty: 3850.398926
	Iteration 16Q: 3 clusters Score -1.763807e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -17638102.000000 Penalty: 3850.398926
	Iteration 17Q: 3 clusters Score -1.76381e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -17638014.000000 Penalty: 3850.398926
	Iteration 18Q: 3 clusters Score -1.763801e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -17638016.000000 Penalty: 3850.398926
	Iteration 19Q: 3 clusters Score -1.763802e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -17637982.000000 Penalty: 3850.398926
	Iteration 20F: 3 clusters Score -1.763798e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132727 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -17637970.000000 Penalty: 3850.398926
	Iteration 21Q: 3 clusters Score -1.763797e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -17637926.000000 Penalty: 3850.398926
	Iteration 22Q: 3 clusters Score -1.763793e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -17637934.000000 Penalty: 3850.398926
	Iteration 23Q: 3 clusters Score -1.763793e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -17637932.000000 Penalty: 3850.398926
	Iteration 24Q: 3 clusters Score -1.763793e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133821 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -17637866.000000 Penalty: 3850.398926
	Iteration 25Q: 3 clusters Score -1.763787e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134045 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -17637846.000000 Penalty: 3850.398926
	Iteration 26Q: 3 clusters Score -1.763785e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -17637822.000000 Penalty: 3850.398926
	Iteration 27Q: 3 clusters Score -1.763782e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -17637824.000000 Penalty: 3850.398926
	Iteration 28Q: 3 clusters Score -1.763782e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -17637788.000000 Penalty: 3850.398926
	Iteration 29Q: 3 clusters Score -1.763779e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134903 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -17637750.000000 Penalty: 3850.398926
	Iteration 30Q: 3 clusters Score -1.763775e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135071 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -17637680.000000 Penalty: 3850.398926
	Iteration 31Q: 3 clusters Score -1.763768e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -17637620.000000 Penalty: 3850.398926
	Iteration 32Q: 3 clusters Score -1.763762e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135403 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -17637644.000000 Penalty: 3850.398926
	Iteration 33Q: 3 clusters Score -1.763764e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135542 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -17637606.000000 Penalty: 3850.398926
	Iteration 34Q: 3 clusters Score -1.763761e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135670 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -17637590.000000 Penalty: 3850.398926
	Iteration 35Q: 3 clusters Score -1.763759e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135810 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -17637594.000000 Penalty: 3850.398926
	Iteration 36Q: 3 clusters Score -1.763759e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135952 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -17637534.000000 Penalty: 3850.398926
	Iteration 37Q: 3 clusters Score -1.763753e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136082 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -17637550.000000 Penalty: 3850.398926
	Iteration 38Q: 3 clusters Score -1.763755e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136207 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -17637494.000000 Penalty: 3850.398926
	Iteration 39Q: 3 clusters Score -1.763749e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136321 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -17637454.000000 Penalty: 3850.398926
	Iteration 40F: 3 clusters Score -1.763745e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136439 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -17637478.000000 Penalty: 3850.398926
	Iteration 41Q: 3 clusters Score -1.763748e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -17637474.000000 Penalty: 3850.398926
	Iteration 42Q: 3 clusters Score -1.763747e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -17637442.000000 Penalty: 3850.398926
	Iteration 43Q: 3 clusters Score -1.763744e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -17637438.000000 Penalty: 3850.398926
	Iteration 44Q: 3 clusters Score -1.763744e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136863 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -17637428.000000 Penalty: 3850.398926
	Iteration 45Q: 3 clusters Score -1.763743e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136954 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -17637458.000000 Penalty: 3850.398926
	Iteration 46Q: 3 clusters Score -1.763746e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137048 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -17637484.000000 Penalty: 3850.398926
	Iteration 47Q: 3 clusters Score -1.763748e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -17637444.000000 Penalty: 3850.398926
	Iteration 48Q: 3 clusters Score -1.763744e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -17637428.000000 Penalty: 3850.398926
	Iteration 49Q: 3 clusters Score -1.763743e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -17637396.000000 Penalty: 3850.398926
	Iteration 50Q: 3 clusters Score -1.76374e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -17637380.000000 Penalty: 3850.398926
	Iteration 51Q: 3 clusters Score -1.763738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137346 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -17637374.000000 Penalty: 3850.398926
	Iteration 52Q: 3 clusters Score -1.763737e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137394 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -17637362.000000 Penalty: 3850.398926
	Iteration 53Q: 3 clusters Score -1.763736e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137431 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -17637358.000000 Penalty: 3850.398926
	Iteration 54Q: 3 clusters Score -1.763736e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17637392.000000 Penalty: 3850.398926
	Iteration 55Q: 3 clusters Score -1.763739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -17637386.000000 Penalty: 3850.398926
	Iteration 56Q: 3 clusters Score -1.763739e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137533 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -17637394.000000 Penalty: 3850.398926
	Iteration 57Q: 3 clusters Score -1.763739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137561 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -17637418.000000 Penalty: 3850.398926
	Iteration 58Q: 3 clusters Score -1.763742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137593 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -17637424.000000 Penalty: 3850.398926
	Iteration 59Q: 3 clusters Score -1.763742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17637432.000000 Penalty: 3850.398926
	Iteration 60F: 3 clusters Score -1.763743e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17637428.000000 Penalty: 3850.398926
	Iteration 61Q: 3 clusters Score -1.763743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17637424.000000 Penalty: 3850.398926
	Iteration 62Q: 3 clusters Score -1.763742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137695 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17637416.000000 Penalty: 3850.398926
	Iteration 63Q: 3 clusters Score -1.763742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137708 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -17637412.000000 Penalty: 3850.398926
	Iteration 64Q: 3 clusters Score -1.763741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137718 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -17637428.000000 Penalty: 3850.398926
	Iteration 65Q: 3 clusters Score -1.763743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -17637436.000000 Penalty: 3850.398926
	Iteration 66Q: 3 clusters Score -1.763744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137741 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17637432.000000 Penalty: 3850.398926
	Iteration 67Q: 3 clusters Score -1.763743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137753 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -17637430.000000 Penalty: 3850.398926
	Iteration 68Q: 3 clusters Score -1.763743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137763 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -17637418.000000 Penalty: 3850.398926
	Iteration 69Q: 3 clusters Score -1.763742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17637396.000000 Penalty: 3850.398926
	Iteration 70Q: 3 clusters Score -1.76374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -17637398.000000 Penalty: 3850.398926
	Iteration 71Q: 3 clusters Score -1.76374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137789 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17637398.000000 Penalty: 3850.398926
	Iteration 72Q: 3 clusters Score -1.76374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137799 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -17637380.000000 Penalty: 3850.398926
	Iteration 73Q: 3 clusters Score -1.763738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -17637386.000000 Penalty: 3850.398926
	Iteration 74Q: 3 clusters Score -1.763739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -17637420.000000 Penalty: 3850.398926
	Iteration 75Q: 3 clusters Score -1.763742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137840 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17637432.000000 Penalty: 3850.398926
	Iteration 76Q: 3 clusters Score -1.763743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137852 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -17637432.000000 Penalty: 3850.398926
	Iteration 77Q: 3 clusters Score -1.763743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137860 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17637412.000000 Penalty: 3850.398926
	Iteration 78Q: 3 clusters Score -1.763741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137872 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -17637426.000000 Penalty: 3850.398926
	Iteration 79Q: 3 clusters Score -1.763743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137883 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17637414.000000 Penalty: 3850.398926
	Iteration 80F: 3 clusters Score -1.763741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137891 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -17637424.000000 Penalty: 3850.398926
	Iteration 81Q: 3 clusters Score -1.763742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -17637422.000000 Penalty: 3850.398926
	Iteration 82Q: 3 clusters Score -1.763742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137914 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -17637398.000000 Penalty: 3850.398926
	Iteration 83Q: 3 clusters Score -1.76374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137922 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17637392.000000 Penalty: 3850.398926
	Iteration 84Q: 3 clusters Score -1.763739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137930 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -17637394.000000 Penalty: 3850.398926
	Iteration 85Q: 3 clusters Score -1.763739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137933 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17637400.000000 Penalty: 3850.398926
	Iteration 86Q: 3 clusters Score -1.76374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137938 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -17637398.000000 Penalty: 3850.398926
	Iteration 87Q: 3 clusters Score -1.76374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137940 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17637402.000000 Penalty: 3850.398926
	Iteration 88Q: 3 clusters Score -1.76374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -17637400.000000 Penalty: 3850.398926
	Iteration 89Q: 3 clusters Score -1.76374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -17637396.000000 Penalty: 3850.398926
	Iteration 90Q: 3 clusters Score -1.76374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137957 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17637380.000000 Penalty: 3850.398926
	Iteration 91Q: 3 clusters Score -1.763738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137967 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17637382.000000 Penalty: 3850.398926
	Iteration 92Q: 3 clusters Score -1.763738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -17637392.000000 Penalty: 3850.398926
	Iteration 93Q: 3 clusters Score -1.763739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -17637392.000000 Penalty: 3850.398926
	Iteration 94Q: 3 clusters Score -1.763739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137977 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -17637400.000000 Penalty: 3850.398926
	Iteration 95Q: 3 clusters Score -1.76374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137978 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -17637390.000000 Penalty: 3850.398926
	Iteration 96Q: 3 clusters Score -1.763739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137981 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -17637398.000000 Penalty: 3850.398926
	Iteration 97Q: 3 clusters Score -1.76374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137984 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -17637396.000000 Penalty: 3850.398926
	Iteration 98Q: 3 clusters Score -1.76374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17637384.000000 Penalty: 3850.398926
	Iteration 99Q: 3 clusters Score -1.763738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137986 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -17637384.000000 Penalty: 3850.398926
	Iteration 100F: 3 clusters Score -1.763738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1034835.812500 Penalty: 1466.851440
	Iteration 0F: 2 clusters Score -1034836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1028737.125000 Penalty: 2933.702881
	Iteration 0F: 3 clusters Score -1028737 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1030542.812500 Penalty: 2933.702881
	Iteration 1F: 3 clusters Score -1030543 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1030786.750000 Penalty: 2933.702881
	Iteration 2F: 3 clusters Score -1030787 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1030977.812500 Penalty: 2933.702881
	Iteration 3F: 3 clusters Score -1030978 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1031146.812500 Penalty: 2933.702881
	Iteration 4Q: 3 clusters Score -1031147 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1031306.937500 Penalty: 2933.702881
	Iteration 5Q: 3 clusters Score -1031307 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1031477.875000 Penalty: 2933.702881
	Iteration 6Q: 3 clusters Score -1031478 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1031670.687500 Penalty: 2933.702881
	Iteration 7Q: 3 clusters Score -1031671 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1031886.625000 Penalty: 2933.702881
	Iteration 8Q: 3 clusters Score -1031887 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1032126.125000 Penalty: 2933.702881
	Iteration 9Q: 3 clusters Score -1032126 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1032385.500000 Penalty: 2933.702881
	Iteration 10Q: 3 clusters Score -1032386 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1032670.000000 Penalty: 2933.702881
	Iteration 11Q: 3 clusters Score -1032670 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1032956.687500 Penalty: 2933.702881
	Iteration 12Q: 3 clusters Score -1032957 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1033203.625000 Penalty: 2933.702881
	Iteration 13Q: 3 clusters Score -1033204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1033346.812500 Penalty: 2933.702881
	Iteration 14Q: 3 clusters Score -1033347 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1033437.687500 Penalty: 2933.702881
	Iteration 15Q: 3 clusters Score -1033438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1033498.187500 Penalty: 2933.702881
	Iteration 16Q: 3 clusters Score -1033498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1033539.875000 Penalty: 2933.702881
	Iteration 17Q: 3 clusters Score -1033540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1033572.812500 Penalty: 2933.702881
	Iteration 18Q: 3 clusters Score -1033573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1033597.750000 Penalty: 2933.702881
	Iteration 19Q: 3 clusters Score -1033598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1033617.687500 Penalty: 2933.702881
	Iteration 20F: 3 clusters Score -1033618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1033636.437500 Penalty: 2933.702881
	Iteration 21Q: 3 clusters Score -1033636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1033643.375000 Penalty: 2933.702881
	Iteration 22Q: 3 clusters Score -1033643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1033646.937500 Penalty: 2933.702881
	Iteration 23Q: 3 clusters Score -1033647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1033652.437500 Penalty: 2933.702881
	Iteration 24Q: 3 clusters Score -1033652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1033654.375000 Penalty: 2933.702881
	Iteration 25Q: 3 clusters Score -1033654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1033658.500000 Penalty: 2933.702881
	Iteration 26Q: 3 clusters Score -1033658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1033662.125000 Penalty: 2933.702881
	Iteration 27Q: 3 clusters Score -1033662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1033662.625000 Penalty: 2933.702881
	Iteration 28Q: 3 clusters Score -1033663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1033664.937500 Penalty: 2933.702881
	Iteration 29Q: 3 clusters Score -1033665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1033669.125000 Penalty: 2933.702881
	Iteration 30Q: 3 clusters Score -1033669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1033672.375000 Penalty: 2933.702881
	Iteration 31Q: 3 clusters Score -1033672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1033672.375000 Penalty: 2933.702881
	Iteration 32F: 3 clusters Score -1033672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Entering Unmasked Estep 
Score: -1142642.375000 Penalty: 1485.480469
	Iteration 0F: 2 clusters Score -1142642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1135930.375000 Penalty: 2970.960938
	Iteration 0F: 3 clusters Score -1135930 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1138076.625000 Penalty: 2970.960938
	Iteration 1F: 3 clusters Score -1138077 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1138375.875000 Penalty: 2970.960938
	Iteration 2F: 3 clusters Score -1138376 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1138670.000000 Penalty: 2970.960938
	Iteration 3F: 3 clusters Score -1138670 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1138968.375000 Penalty: 2970.960938
	Iteration 4F: 3 clusters Score -1138968 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1139294.375000 Penalty: 2970.960938
	Iteration 5F: 3 clusters Score -1139294 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1139638.500000 Penalty: 2970.960938
	Iteration 6F: 3 clusters Score -1139638 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1140006.375000 Penalty: 2970.960938
	Iteration 7F: 3 clusters Score -1140006 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1140359.125000 Penalty: 2970.960938
	Iteration 8Q: 3 clusters Score -1140359 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1140656.625000 Penalty: 2970.960938
	Iteration 9Q: 3 clusters Score -1140657 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1140888.500000 Penalty: 2970.960938
	Iteration 10Q: 3 clusters Score -1140888 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1141062.375000 Penalty: 2970.960938
	Iteration 11Q: 3 clusters Score -1141062 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1141173.875000 Penalty: 2970.960938
	Iteration 12Q: 3 clusters Score -1141174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1141256.500000 Penalty: 2970.960938
	Iteration 13Q: 3 clusters Score -1141256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1141308.250000 Penalty: 2970.960938
	Iteration 14Q: 3 clusters Score -1141308 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1141346.375000 Penalty: 2970.960938
	Iteration 15Q: 3 clusters Score -1141346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1141364.500000 Penalty: 2970.960938
	Iteration 16Q: 3 clusters Score -1141364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1141379.500000 Penalty: 2970.960938
	Iteration 17Q: 3 clusters Score -1141380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1141393.000000 Penalty: 2970.960938
	Iteration 18Q: 3 clusters Score -1141393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1141398.625000 Penalty: 2970.960938
	Iteration 19Q: 3 clusters Score -1141399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1141411.625000 Penalty: 2970.960938
	Iteration 20F: 3 clusters Score -1141412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1141421.125000 Penalty: 2970.960938
	Iteration 21Q: 3 clusters Score -1141421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1141431.250000 Penalty: 2970.960938
	Iteration 22Q: 3 clusters Score -1141431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1141439.625000 Penalty: 2970.960938
	Iteration 23Q: 3 clusters Score -1141440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1141445.000000 Penalty: 2970.960938
	Iteration 24Q: 3 clusters Score -1141445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1141456.625000 Penalty: 2970.960938
	Iteration 25Q: 3 clusters Score -1141457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1141461.125000 Penalty: 2970.960938
	Iteration 26Q: 3 clusters Score -1141461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1141467.875000 Penalty: 2970.960938
	Iteration 27Q: 3 clusters Score -1141468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1141468.500000 Penalty: 2970.960938
	Iteration 28Q: 3 clusters Score -1141468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1141470.750000 Penalty: 2970.960938
	Iteration 29Q: 3 clusters Score -1141471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1141474.375000 Penalty: 2970.960938
	Iteration 30Q: 3 clusters Score -1141474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1141475.625000 Penalty: 2970.960938
	Iteration 31Q: 3 clusters Score -1141476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1141479.750000 Penalty: 2970.960938
	Iteration 32Q: 3 clusters Score -1141480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1141483.625000 Penalty: 2970.960938
	Iteration 33Q: 3 clusters Score -1141484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1141485.000000 Penalty: 2970.960938
	Iteration 34Q: 3 clusters Score -1141485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1141487.625000 Penalty: 2970.960938
	Iteration 35Q: 3 clusters Score -1141488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1141487.250000 Penalty: 2970.960938
	Iteration 36Q: 3 clusters Score -1141487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1141487.250000 Penalty: 2970.960938
	Iteration 37F: 3 clusters Score -1141487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 30985 members 
Mstep: Class 7 contains 106754 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 117879 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 114468 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 61048 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 47215 members 
Mstep: Class 28 contains 18992 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 139718 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 35. Lose 2140.253174 but Gain 2268.664062
Score: -141681856.000000 Penalty: 86209.281250
Iteration 79Q: 39 clusters Score -1.416819e+08 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 109441 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 31735 members 
Mstep: Class 7 contains 106488 members 
Mstep: Class 8 contains 33093 members 
Mstep: Class 9 contains 375 members 
Mstep: Class 10 contains 5709 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 6911 members 
Mstep: Class 13 contains 31304 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 96994 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 76885 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 977 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 114232 members 
Mstep: Class 23 contains 113497 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 61221 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 46934 members 
Mstep: Class 28 contains 18864 members 
Mstep: Class 29 contains 1863 members 
Mstep: Class 30 contains 5922 members 
Mstep: Class 31 contains 139122 members 
Mstep: Class 32 contains 8308 members 
Mstep: Class 33 contains 9331 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141686224.000000 Penalty: 86209.281250
Iteration 80F: 39 clusters Score -1.416862e+08 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 109331 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 32617 members 
Mstep: Class 7 contains 106258 members 
Mstep: Class 8 contains 33823 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 5713 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 6927 members 
Mstep: Class 13 contains 31326 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 96096 members 
Mstep: Class 17 contains 117552 members 
Mstep: Class 18 contains 76842 members 
Mstep: Class 19 contains 2167 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 114054 members 
Mstep: Class 23 contains 113902 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61317 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 46617 members 
Mstep: Class 28 contains 18822 members 
Mstep: Class 29 contains 1855 members 
Mstep: Class 30 contains 5942 members 
Mstep: Class 31 contains 138566 members 
Mstep: Class 32 contains 8302 members 
Mstep: Class 33 contains 9330 members 
Mstep: Class 34 contains 539 members 
Mstep: Class 36 contains 252 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 272 members 
Mstep: Class 39 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141688896.000000 Penalty: 86209.281250
Iteration 81Q: 39 clusters Score -1.416889e+08 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 109268 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 106058 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 5738 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 31367 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 95148 members 
Mstep: Class 17 contains 117261 members 
Mstep: Class 18 contains 76878 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 20 contains 1116 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 113875 members 
Mstep: Class 23 contains 114176 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 61425 members 
Mstep: Class 26 contains 274 members 
Mstep: Class 27 contains 46281 members 
Mstep: Class 28 contains 18816 members 
Mstep: Class 29 contains 1848 members 
Mstep: Class 30 contains 5956 members 
Mstep: Class 31 contains 138095 members 
Mstep: Class 32 contains 8294 members 
Mstep: Class 33 contains 9333 members 
Mstep: Class 34 contains 631 members 
Mstep: Class 36 contains 251 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141690400.000000 Penalty: 86209.281250
Iteration 82Q: 39 clusters Score -1.416904e+08 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 109203 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 6 contains 34802 members 
Mstep: Class 7 contains 105870 members 
Mstep: Class 8 contains 35388 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 6951 members 
Mstep: Class 13 contains 31402 members 
Mstep: Class 14 contains 6308 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 94117 members 
Mstep: Class 17 contains 116947 members 
Mstep: Class 18 contains 76930 members 
Mstep: Class 19 contains 2163 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 113753 members 
Mstep: Class 23 contains 114394 members 
Mstep: Class 24 contains 320 members 
Mstep: Class 25 contains 61470 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 45960 members 
Mstep: Class 28 contains 18773 members 
Mstep: Class 29 contains 1836 members 
Mstep: Class 30 contains 5969 members 
Mstep: Class 31 contains 137604 members 
Mstep: Class 32 contains 8282 members 
Mstep: Class 33 contains 9331 members 
Mstep: Class 34 contains 686 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141691216.000000 Penalty: 86209.281250
Iteration 83Q: 39 clusters Score -1.416912e+08 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 109134 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 36035 members 
Mstep: Class 7 contains 105702 members 
Mstep: Class 8 contains 36266 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 456 members 
Mstep: Class 12 contains 6964 members 
Mstep: Class 13 contains 31471 members 
Mstep: Class 14 contains 6377 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 93051 members 
Mstep: Class 17 contains 116635 members 
Mstep: Class 18 contains 76951 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 113635 members 
Mstep: Class 23 contains 114524 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 61475 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 45607 members 
Mstep: Class 28 contains 18726 members 
Mstep: Class 29 contains 1832 members 
Mstep: Class 30 contains 5986 members 
Mstep: Class 31 contains 137148 members 
Mstep: Class 32 contains 8283 members 
Mstep: Class 33 contains 9325 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 296 members 
Mstep: Class 38 contains 283 members 
Mstep: Class 39 contains 2985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141692000.000000 Penalty: 86209.281250
Iteration 84Q: 39 clusters Score -1.41692e+08 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 109066 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 37408 members 
Mstep: Class 7 contains 105593 members 
Mstep: Class 8 contains 37226 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 456 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 31541 members 
Mstep: Class 14 contains 6447 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 91783 members 
Mstep: Class 17 contains 116417 members 
Mstep: Class 18 contains 76949 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 113549 members 
Mstep: Class 23 contains 114542 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 61471 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 45265 members 
Mstep: Class 28 contains 18674 members 
Mstep: Class 29 contains 1824 members 
Mstep: Class 30 contains 6011 members 
Mstep: Class 31 contains 136662 members 
Mstep: Class 32 contains 8273 members 
Mstep: Class 33 contains 9317 members 
Mstep: Class 34 contains 743 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 295 members 
Mstep: Class 38 contains 286 members 
Mstep: Class 39 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141693056.000000 Penalty: 86209.281250
Iteration 85Q: 39 clusters Score -1.416931e+08 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 109063 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 38889 members 
Mstep: Class 7 contains 105496 members 
Mstep: Class 8 contains 38178 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 5809 members 
Mstep: Class 11 contains 457 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 31559 members 
Mstep: Class 14 contains 6493 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 16 contains 90551 members 
Mstep: Class 17 contains 116247 members 
Mstep: Class 18 contains 76971 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 113405 members 
Mstep: Class 23 contains 114436 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 61452 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 44930 members 
Mstep: Class 28 contains 18651 members 
Mstep: Class 29 contains 1819 members 
Mstep: Class 30 contains 6012 members 
Mstep: Class 31 contains 136181 members 
Mstep: Class 32 contains 8258 members 
Mstep: Class 33 contains 9300 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141693968.000000 Penalty: 86209.281250
Iteration 86Q: 39 clusters Score -1.41694e+08 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 108996 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 40532 members 
Mstep: Class 7 contains 105377 members 
Mstep: Class 8 contains 39151 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 5820 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 31559 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 89233 members 
Mstep: Class 17 contains 116058 members 
Mstep: Class 18 contains 77001 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 113259 members 
Mstep: Class 23 contains 114314 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 61454 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 44578 members 
Mstep: Class 28 contains 18641 members 
Mstep: Class 29 contains 1810 members 
Mstep: Class 30 contains 6011 members 
Mstep: Class 31 contains 135743 members 
Mstep: Class 32 contains 8249 members 
Mstep: Class 33 contains 9281 members 
Mstep: Class 34 contains 765 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141695248.000000 Penalty: 86209.281250
Iteration 87Q: 39 clusters Score -1.416952e+08 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 108960 members 
Mstep: Class 5 contains 444 members 
Mstep: Class 6 contains 42166 members 
Mstep: Class 7 contains 105237 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 5833 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6988 members 
Mstep: Class 13 contains 31538 members 
Mstep: Class 14 contains 6602 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 87858 members 
Mstep: Class 17 contains 115823 members 
Mstep: Class 18 contains 77003 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 113144 members 
Mstep: Class 23 contains 114123 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61474 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 44261 members 
Mstep: Class 28 contains 18612 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 6007 members 
Mstep: Class 31 contains 135354 members 
Mstep: Class 32 contains 8250 members 
Mstep: Class 33 contains 9267 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141696416.000000 Penalty: 86209.281250
Iteration 88Q: 39 clusters Score -1.416964e+08 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108904 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 43950 members 
Mstep: Class 7 contains 105110 members 
Mstep: Class 8 contains 41264 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 31544 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 86291 members 
Mstep: Class 17 contains 115601 members 
Mstep: Class 18 contains 77032 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 113038 members 
Mstep: Class 23 contains 113888 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61484 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 43953 members 
Mstep: Class 28 contains 18587 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 134993 members 
Mstep: Class 32 contains 8250 members 
Mstep: Class 33 contains 9238 members 
Mstep: Class 34 contains 775 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141697296.000000 Penalty: 86209.281250
Iteration 89Q: 39 clusters Score -1.416973e+08 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 108867 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 45835 members 
Mstep: Class 7 contains 105008 members 
Mstep: Class 8 contains 42434 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5847 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7006 members 
Mstep: Class 13 contains 31544 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 84550 members 
Mstep: Class 17 contains 115508 members 
Mstep: Class 18 contains 77082 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 112950 members 
Mstep: Class 23 contains 113576 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61509 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 43635 members 
Mstep: Class 28 contains 18571 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 5968 members 
Mstep: Class 31 contains 134547 members 
Mstep: Class 32 contains 8244 members 
Mstep: Class 33 contains 9201 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698384.000000 Penalty: 86209.281250
Iteration 90Q: 39 clusters Score -1.416984e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108843 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 47826 members 
Mstep: Class 7 contains 104905 members 
Mstep: Class 8 contains 43635 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7020 members 
Mstep: Class 13 contains 31513 members 
Mstep: Class 14 contains 6685 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 82687 members 
Mstep: Class 17 contains 115316 members 
Mstep: Class 18 contains 77155 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 112916 members 
Mstep: Class 23 contains 113175 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61554 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 43306 members 
Mstep: Class 28 contains 18570 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 5919 members 
Mstep: Class 31 contains 134181 members 
Mstep: Class 32 contains 8237 members 
Mstep: Class 33 contains 9181 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141699856.000000 Penalty: 86209.281250
Iteration 91Q: 39 clusters Score -1.416999e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108848 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 49899 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 44861 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 31474 members 
Mstep: Class 14 contains 6720 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 80867 members 
Mstep: Class 17 contains 115025 members 
Mstep: Class 18 contains 77228 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 112906 members 
Mstep: Class 23 contains 112752 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61604 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 43014 members 
Mstep: Class 28 contains 18564 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 5864 members 
Mstep: Class 31 contains 133732 members 
Mstep: Class 32 contains 8221 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141700784.000000 Penalty: 86209.281250
Iteration 92Q: 39 clusters Score -1.417008e+08 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 108811 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 51938 members 
Mstep: Class 7 contains 104693 members 
Mstep: Class 8 contains 46160 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 31461 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 78936 members 
Mstep: Class 17 contains 114740 members 
Mstep: Class 18 contains 77288 members 
Mstep: Class 19 contains 2156 members 
Mstep: Class 20 contains 1244 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 113018 members 
Mstep: Class 23 contains 112242 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61642 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 42715 members 
Mstep: Class 28 contains 18550 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 5796 members 
Mstep: Class 31 contains 133384 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 9103 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702192.000000 Penalty: 86209.281250
Iteration 93Q: 39 clusters Score -1.417022e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 108718 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 53848 members 
Mstep: Class 7 contains 104571 members 
Mstep: Class 8 contains 47479 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5835 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 31484 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 77020 members 
Mstep: Class 17 contains 114531 members 
Mstep: Class 18 contains 77367 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 113080 members 
Mstep: Class 23 contains 111826 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61700 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 42403 members 
Mstep: Class 28 contains 18513 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 5733 members 
Mstep: Class 31 contains 133040 members 
Mstep: Class 32 contains 8196 members 
Mstep: Class 33 contains 9071 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703664.000000 Penalty: 86209.281250
Iteration 94Q: 39 clusters Score -1.417037e+08 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 108603 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 55889 members 
Mstep: Class 7 contains 104454 members 
Mstep: Class 8 contains 48763 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5858 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 31479 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 75084 members 
Mstep: Class 17 contains 114303 members 
Mstep: Class 18 contains 77452 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 113108 members 
Mstep: Class 23 contains 111371 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61722 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 42073 members 
Mstep: Class 28 contains 18480 members 
Mstep: Class 29 contains 1775 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 132771 members 
Mstep: Class 32 contains 8184 members 
Mstep: Class 33 contains 9028 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141704816.000000 Penalty: 86209.281250
Iteration 95Q: 39 clusters Score -1.417048e+08 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 108465 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 57937 members 
Mstep: Class 7 contains 104337 members 
Mstep: Class 8 contains 50049 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5873 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 31472 members 
Mstep: Class 14 contains 6849 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 73241 members 
Mstep: Class 17 contains 114139 members 
Mstep: Class 18 contains 77547 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 113097 members 
Mstep: Class 23 contains 110855 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61765 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 41747 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 5613 members 
Mstep: Class 31 contains 132424 members 
Mstep: Class 32 contains 8181 members 
Mstep: Class 33 contains 8983 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141706320.000000 Penalty: 86209.281250
Iteration 96Q: 39 clusters Score -1.417063e+08 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 108271 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 59967 members 
Mstep: Class 7 contains 104277 members 
Mstep: Class 8 contains 51302 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5884 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7050 members 
Mstep: Class 13 contains 31456 members 
Mstep: Class 14 contains 6883 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 71447 members 
Mstep: Class 17 contains 114077 members 
Mstep: Class 18 contains 77613 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 1256 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 113060 members 
Mstep: Class 23 contains 110343 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61810 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 41447 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 5556 members 
Mstep: Class 31 contains 132012 members 
Mstep: Class 32 contains 8177 members 
Mstep: Class 33 contains 8928 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 4074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141707312.000000 Penalty: 86209.281250
Iteration 97Q: 39 clusters Score -1.417073e+08 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 108110 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 62077 members 
Mstep: Class 7 contains 104213 members 
Mstep: Class 8 contains 52475 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5884 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 31441 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 69674 members 
Mstep: Class 17 contains 113918 members 
Mstep: Class 18 contains 77668 members 
Mstep: Class 19 contains 2147 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 112997 members 
Mstep: Class 23 contains 109873 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61879 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 41153 members 
Mstep: Class 28 contains 18471 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 5497 members 
Mstep: Class 31 contains 131629 members 
Mstep: Class 32 contains 8171 members 
Mstep: Class 33 contains 8870 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141707168.000000 Penalty: 86209.281250
Iteration 98Q: 39 clusters Score -1.417072e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 107943 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 64110 members 
Mstep: Class 7 contains 104151 members 
Mstep: Class 8 contains 53596 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 31430 members 
Mstep: Class 14 contains 6930 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 67955 members 
Mstep: Class 17 contains 113720 members 
Mstep: Class 18 contains 77714 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 1259 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 112989 members 
Mstep: Class 23 contains 109475 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 61937 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 40890 members 
Mstep: Class 28 contains 18452 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 5440 members 
Mstep: Class 31 contains 131239 members 
Mstep: Class 32 contains 8162 members 
Mstep: Class 33 contains 8807 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141708496.000000 Penalty: 86209.281250
Iteration 99Q: 39 clusters Score -1.417085e+08 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 107818 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 66104 members 
Mstep: Class 7 contains 104074 members 
Mstep: Class 8 contains 54601 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 31414 members 
Mstep: Class 14 contains 6957 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 66354 members 
Mstep: Class 17 contains 113486 members 
Mstep: Class 18 contains 77762 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 112984 members 
Mstep: Class 23 contains 109191 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 62003 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 40578 members 
Mstep: Class 28 contains 18441 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 130804 members 
Mstep: Class 32 contains 8153 members 
Mstep: Class 33 contains 8754 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141710416.000000 Penalty: 86209.281250
Iteration 100F: 39 clusters Score -1.417104e+08 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 107664 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 68369 members 
Mstep: Class 7 contains 104047 members 
Mstep: Class 8 contains 55642 members 
Mstep: Class 9 contains 387 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 31329 members 
Mstep: Class 14 contains 6989 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 64669 members 
Mstep: Class 17 contains 113176 members 
Mstep: Class 18 contains 77816 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 112967 members 
Mstep: Class 23 contains 108836 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 62058 members 
Mstep: Class 26 contains 269 members 
Mstep: Class 27 contains 40286 members 
Mstep: Class 28 contains 18418 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 5328 members 
Mstep: Class 31 contains 130344 members 
Mstep: Class 32 contains 8137 members 
Mstep: Class 33 contains 8693 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 297 members 
Mstep: Class 38 contains 285 members 
Mstep: Class 39 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141711360.000000 Penalty: 86209.281250
Iteration 101Q: 39 clusters Score -1.417114e+08 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 107553 members 
Mstep: Class 5 contains 439 members 
Mstep: Class 6 contains 70579 members 
Mstep: Class 7 contains 103992 members 
Mstep: Class 8 contains 56631 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 7017 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 63060 members 
Mstep: Class 17 contains 112852 members 
Mstep: Class 18 contains 77901 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1269 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 112903 members 
Mstep: Class 23 contains 108520 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 62119 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 39973 members 
Mstep: Class 28 contains 18405 members 
Mstep: Class 29 contains 1775 members 
Mstep: Class 30 contains 5288 members 
Mstep: Class 31 contains 129873 members 
Mstep: Class 32 contains 8128 members 
Mstep: Class 33 contains 8633 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141712208.000000 Penalty: 86209.281250
Iteration 102Q: 39 clusters Score -1.417122e+08 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 107451 members 
Mstep: Class 5 contains 439 members 
Mstep: Class 6 contains 72783 members 
Mstep: Class 7 contains 103928 members 
Mstep: Class 8 contains 57558 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 31244 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 61634 members 
Mstep: Class 17 contains 112513 members 
Mstep: Class 18 contains 77946 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 1270 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 112803 members 
Mstep: Class 23 contains 108160 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 62142 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 39677 members 
Mstep: Class 28 contains 18418 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 129389 members 
Mstep: Class 32 contains 8118 members 
Mstep: Class 33 contains 8571 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 315 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713280.000000 Penalty: 86209.281250
Iteration 103Q: 39 clusters Score -1.417133e+08 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 107360 members 
Mstep: Class 5 contains 437 members 
Mstep: Class 6 contains 75033 members 
Mstep: Class 7 contains 103851 members 
Mstep: Class 8 contains 58395 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 7069 members 
Mstep: Class 13 contains 31232 members 
Mstep: Class 14 contains 7061 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 60298 members 
Mstep: Class 17 contains 112230 members 
Mstep: Class 18 contains 78032 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 1272 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 112699 members 
Mstep: Class 23 contains 107691 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 62178 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 39345 members 
Mstep: Class 28 contains 18416 members 
Mstep: Class 29 contains 1775 members 
Mstep: Class 30 contains 5179 members 
Mstep: Class 31 contains 128922 members 
Mstep: Class 32 contains 8108 members 
Mstep: Class 33 contains 8508 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 323 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713696.000000 Penalty: 86209.281250
Iteration 104Q: 39 clusters Score -1.417137e+08 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 107300 members 
Mstep: Class 5 contains 435 members 
Mstep: Class 6 contains 77297 members 
Mstep: Class 7 contains 103803 members 
Mstep: Class 8 contains 59185 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 31204 members 
Mstep: Class 14 contains 7084 members 
Mstep: Class 15 contains 2706 members 
Mstep: Class 16 contains 59016 members 
Mstep: Class 17 contains 111944 members 
Mstep: Class 18 contains 78101 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 1275 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 112573 members 
Mstep: Class 23 contains 107176 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 62220 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 39001 members 
Mstep: Class 28 contains 18408 members 
Mstep: Class 29 contains 1779 members 
Mstep: Class 30 contains 5129 members 
Mstep: Class 31 contains 128461 members 
Mstep: Class 32 contains 8101 members 
Mstep: Class 33 contains 8466 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 331 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714944.000000 Penalty: 86209.281250
Iteration 105Q: 39 clusters Score -1.417149e+08 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 107228 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 79586 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 59863 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 31196 members 
Mstep: Class 14 contains 7109 members 
Mstep: Class 15 contains 2709 members 
Mstep: Class 16 contains 57813 members 
Mstep: Class 17 contains 111705 members 
Mstep: Class 18 contains 78152 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 1276 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 112455 members 
Mstep: Class 23 contains 106651 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 62261 members 
Mstep: Class 26 contains 243 members 
Mstep: Class 27 contains 38665 members 
Mstep: Class 28 contains 18369 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 5086 members 
Mstep: Class 31 contains 127956 members 
Mstep: Class 32 contains 8098 members 
Mstep: Class 33 contains 8435 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 334 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715376.000000 Penalty: 86209.281250
Iteration 106Q: 39 clusters Score -1.417154e+08 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 107128 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 81941 members 
Mstep: Class 7 contains 103741 members 
Mstep: Class 8 contains 60534 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 5969 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 31157 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 56622 members 
Mstep: Class 17 contains 111417 members 
Mstep: Class 18 contains 78207 members 
Mstep: Class 19 contains 2131 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 112313 members 
Mstep: Class 23 contains 106160 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 62284 members 
Mstep: Class 26 contains 240 members 
Mstep: Class 27 contains 38323 members 
Mstep: Class 28 contains 18344 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 5041 members 
Mstep: Class 31 contains 127522 members 
Mstep: Class 32 contains 8097 members 
Mstep: Class 33 contains 8383 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 337 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716160.000000 Penalty: 86209.281250
Iteration 107Q: 39 clusters Score -1.417162e+08 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 107095 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 84276 members 
Mstep: Class 7 contains 103703 members 
Mstep: Class 8 contains 61148 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 5986 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 31122 members 
Mstep: Class 14 contains 7154 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 55463 members 
Mstep: Class 17 contains 111029 members 
Mstep: Class 18 contains 78278 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 1284 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 112169 members 
Mstep: Class 23 contains 105705 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 62322 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 37954 members 
Mstep: Class 28 contains 18309 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 4995 members 
Mstep: Class 31 contains 127157 members 
Mstep: Class 32 contains 8089 members 
Mstep: Class 33 contains 8326 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 340 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716736.000000 Penalty: 86209.281250
Iteration 108Q: 39 clusters Score -1.417167e+08 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 107044 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 86667 members 
Mstep: Class 7 contains 103660 members 
Mstep: Class 8 contains 61693 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 6001 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 31101 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 54344 members 
Mstep: Class 17 contains 110704 members 
Mstep: Class 18 contains 78328 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 111987 members 
Mstep: Class 23 contains 105246 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62345 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 37588 members 
Mstep: Class 28 contains 18307 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 4959 members 
Mstep: Class 31 contains 126761 members 
Mstep: Class 32 contains 8080 members 
Mstep: Class 33 contains 8251 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 340 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717936.000000 Penalty: 86209.281250
Iteration 109Q: 39 clusters Score -1.417179e+08 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 106895 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 89108 members 
Mstep: Class 7 contains 103582 members 
Mstep: Class 8 contains 62139 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 6016 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 31087 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 53304 members 
Mstep: Class 17 contains 110416 members 
Mstep: Class 18 contains 78388 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 111854 members 
Mstep: Class 23 contains 104762 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62361 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 37225 members 
Mstep: Class 28 contains 18297 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 4927 members 
Mstep: Class 31 contains 126386 members 
Mstep: Class 32 contains 8066 members 
Mstep: Class 33 contains 8201 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 342 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141718848.000000 Penalty: 86209.281250
Iteration 110Q: 39 clusters Score -1.417188e+08 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 106794 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 91583 members 
Mstep: Class 7 contains 103479 members 
Mstep: Class 8 contains 62501 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 31061 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 52421 members 
Mstep: Class 17 contains 110108 members 
Mstep: Class 18 contains 78436 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 111734 members 
Mstep: Class 23 contains 104249 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62383 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 36877 members 
Mstep: Class 28 contains 18295 members 
Mstep: Class 29 contains 1801 members 
Mstep: Class 30 contains 4885 members 
Mstep: Class 31 contains 125938 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141719600.000000 Penalty: 86209.281250
Iteration 111Q: 39 clusters Score -1.417196e+08 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 106667 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 94057 members 
Mstep: Class 7 contains 103378 members 
Mstep: Class 8 contains 62799 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 31042 members 
Mstep: Class 14 contains 7234 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 51660 members 
Mstep: Class 17 contains 109897 members 
Mstep: Class 18 contains 78457 members 
Mstep: Class 19 contains 2114 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 111560 members 
Mstep: Class 23 contains 103723 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62404 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 36556 members 
Mstep: Class 28 contains 18271 members 
Mstep: Class 29 contains 1800 members 
Mstep: Class 30 contains 4841 members 
Mstep: Class 31 contains 125432 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 8085 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141720048.000000 Penalty: 86209.281250
Iteration 112Q: 39 clusters Score -1.4172e+08 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 106536 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 96595 members 
Mstep: Class 7 contains 103269 members 
Mstep: Class 8 contains 63056 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6996 members 
Mstep: Class 13 contains 31018 members 
Mstep: Class 14 contains 7244 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 50971 members 
Mstep: Class 17 contains 109675 members 
Mstep: Class 18 contains 78479 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 111331 members 
Mstep: Class 23 contains 103181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62432 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 36190 members 
Mstep: Class 28 contains 18247 members 
Mstep: Class 29 contains 1805 members 
Mstep: Class 30 contains 4787 members 
Mstep: Class 31 contains 124984 members 
Mstep: Class 32 contains 8053 members 
Mstep: Class 33 contains 8042 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141721312.000000 Penalty: 86209.281250
Iteration 113Q: 39 clusters Score -1.417213e+08 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 106396 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 99188 members 
Mstep: Class 7 contains 103158 members 
Mstep: Class 8 contains 63218 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 30983 members 
Mstep: Class 14 contains 7259 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 50341 members 
Mstep: Class 17 contains 109424 members 
Mstep: Class 18 contains 78541 members 
Mstep: Class 19 contains 2107 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 111136 members 
Mstep: Class 23 contains 102626 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62476 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 35821 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 1805 members 
Mstep: Class 30 contains 4715 members 
Mstep: Class 31 contains 124508 members 
Mstep: Class 32 contains 8050 members 
Mstep: Class 33 contains 8018 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141722416.000000 Penalty: 86209.281250
Iteration 114Q: 39 clusters Score -1.417224e+08 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 106354 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 101852 members 
Mstep: Class 7 contains 103079 members 
Mstep: Class 8 contains 63301 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6055 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6972 members 
Mstep: Class 13 contains 30938 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 49754 members 
Mstep: Class 17 contains 109011 members 
Mstep: Class 18 contains 78574 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 110970 members 
Mstep: Class 23 contains 102083 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62480 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 35426 members 
Mstep: Class 28 contains 18172 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 124088 members 
Mstep: Class 32 contains 8055 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141722784.000000 Penalty: 86209.281250
Iteration 115Q: 39 clusters Score -1.417228e+08 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 106509 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 104740 members 
Mstep: Class 7 contains 102982 members 
Mstep: Class 8 contains 63345 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 13 contains 30890 members 
Mstep: Class 14 contains 7296 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 49184 members 
Mstep: Class 17 contains 108509 members 
Mstep: Class 18 contains 78618 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 110760 members 
Mstep: Class 23 contains 101334 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62490 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 35030 members 
Mstep: Class 28 contains 18126 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 123611 members 
Mstep: Class 32 contains 8050 members 
Mstep: Class 33 contains 7959 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723408.000000 Penalty: 86209.281250
Iteration 116Q: 39 clusters Score -1.417234e+08 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 106686 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 107686 members 
Mstep: Class 7 contains 102859 members 
Mstep: Class 8 contains 63333 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6964 members 
Mstep: Class 13 contains 30853 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 48620 members 
Mstep: Class 17 contains 107855 members 
Mstep: Class 18 contains 78625 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 110753 members 
Mstep: Class 23 contains 100511 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62468 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 34670 members 
Mstep: Class 28 contains 18062 members 
Mstep: Class 29 contains 1809 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 123206 members 
Mstep: Class 32 contains 8046 members 
Mstep: Class 33 contains 7923 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724080.000000 Penalty: 86209.281250
Iteration 117Q: 39 clusters Score -1.417241e+08 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 106788 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 110800 members 
Mstep: Class 7 contains 102751 members 
Mstep: Class 8 contains 63293 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 30811 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 48076 members 
Mstep: Class 17 contains 107158 members 
Mstep: Class 18 contains 78631 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 110885 members 
Mstep: Class 23 contains 99531 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62432 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 34312 members 
Mstep: Class 28 contains 17995 members 
Mstep: Class 29 contains 1809 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 122809 members 
Mstep: Class 32 contains 8046 members 
Mstep: Class 33 contains 7889 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724656.000000 Penalty: 86209.281250
Iteration 118Q: 39 clusters Score -1.417247e+08 nChanged 9901
Entering ConstructFrom: 
Score: -141724656.000000 Penalty: 86209.281250
Entering ConstructFrom: 
Trying to split cluster 1 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -38149.089844 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -38149.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37269.757812 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -37269.76 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37445.531250 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -37445.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37534.972656 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -37534.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37596.097656 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -37596.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37644.570312 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -37644.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37691.613281 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -37691.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37714.757812 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -37714.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37754.750000 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -37754.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37780.863281 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -37780.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37787.691406 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -37787.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37788.757812 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -37788.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37791.636719 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -37791.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37791.636719 Penalty: 1927.979736
	Iteration 12F: 3 clusters Score -37791.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -62207.226562 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -62207.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61050.351562 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -61050.35 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61413.988281 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -61413.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61622.015625 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -61622.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61719.875000 Penalty: 2102.001953
	Iteration 3F: 3 clusters Score -61719.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61759.703125 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -61759.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61782.003906 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -61782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61816.214844 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -61816.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61855.019531 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -61855.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61880.570312 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -61880.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61911.085938 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -61911.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61930.148438 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -61930.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61940.488281 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -61940.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61955.347656 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -61955.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61958.683594 Penalty: 2102.001953
	Iteration 13Q: 3 clusters Score -61958.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61962.062500 Penalty: 2102.001953
	Iteration 14Q: 3 clusters Score -61962.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61969.003906 Penalty: 2102.001953
	Iteration 15Q: 3 clusters Score -61969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61969.316406 Penalty: 2102.001953
	Iteration 16Q: 3 clusters Score -61969.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61969.316406 Penalty: 2102.001953
	Iteration 17F: 3 clusters Score -61969.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -139885.062500 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -139885.1 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 620 members 
Entering Unmasked Estep 
Score: -138289.140625 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -138289.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138778.531250 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -138778.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138987.703125 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -138987.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139103.875000 Penalty: 2320.647217
	Iteration 3F: 3 clusters Score -139103.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139205.031250 Penalty: 2320.647217
	Iteration 4F: 3 clusters Score -139205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139275.515625 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -139275.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -139336.890625 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -139336.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139386.796875 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -139386.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139442.562500 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -139442.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139487.703125 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -139487.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -139553.328125 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -139553.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139582.250000 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -139582.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -139612.078125 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -139612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -139634.187500 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -139634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139659.000000 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -139659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139671.015625 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -139671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -139685.125000 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -139685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139710.609375 Penalty: 2320.647217
	Iteration 17Q: 3 clusters Score -139710.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139737.015625 Penalty: 2320.647217
	Iteration 18Q: 3 clusters Score -139737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139762.906250 Penalty: 2320.647217
	Iteration 19Q: 3 clusters Score -139762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139783.843750 Penalty: 2320.647217
	Iteration 20F: 3 clusters Score -139783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139818.718750 Penalty: 2320.647217
	Iteration 21Q: 3 clusters Score -139818.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139839.062500 Penalty: 2320.647217
	Iteration 22Q: 3 clusters Score -139839.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139851.984375 Penalty: 2320.647217
	Iteration 23Q: 3 clusters Score -139852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139858.234375 Penalty: 2320.647217
	Iteration 24Q: 3 clusters Score -139858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139861.234375 Penalty: 2320.647217
	Iteration 25Q: 3 clusters Score -139861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139862.140625 Penalty: 2320.647217
	Iteration 26Q: 3 clusters Score -139862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139863.250000 Penalty: 2320.647217
	Iteration 27Q: 3 clusters Score -139863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139863.843750 Penalty: 2320.647217
	Iteration 28Q: 3 clusters Score -139863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139864.812500 Penalty: 2320.647217
	Iteration 29Q: 3 clusters Score -139864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139867.593750 Penalty: 2320.647217
	Iteration 30Q: 3 clusters Score -139867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139869.234375 Penalty: 2320.647217
	Iteration 31Q: 3 clusters Score -139869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139869.234375 Penalty: 2320.647217
	Iteration 32F: 3 clusters Score -139869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Entering Unmasked Estep 
Score: -13503608.000000 Penalty: 1882.065063
	Iteration 0F: 2 clusters Score -1.350361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -13433040.000000 Penalty: 3764.130127
	Iteration 0F: 3 clusters Score -1.343304e+07 nChanged 51139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -13463341.000000 Penalty: 3764.130127
	Iteration 1F: 3 clusters Score -1.346334e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -13465824.000000 Penalty: 3764.130127
	Iteration 2F: 3 clusters Score -1.346582e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -13470104.000000 Penalty: 3764.130127
	Iteration 3F: 3 clusters Score -1.34701e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -13477073.000000 Penalty: 3764.130127
	Iteration 4F: 3 clusters Score -1.347707e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -13485371.000000 Penalty: 3764.130127
	Iteration 5F: 3 clusters Score -1.348537e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -13492268.000000 Penalty: 3764.130127
	Iteration 6F: 3 clusters Score -1.349227e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -13495503.000000 Penalty: 3764.130127
	Iteration 7Q: 3 clusters Score -1.34955e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -13496477.000000 Penalty: 3764.130127
	Iteration 8Q: 3 clusters Score -1.349648e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -13496881.000000 Penalty: 3764.130127
	Iteration 9Q: 3 clusters Score -1.349688e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -13497157.000000 Penalty: 3764.130127
	Iteration 10Q: 3 clusters Score -1.349716e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -13497333.000000 Penalty: 3764.130127
	Iteration 11Q: 3 clusters Score -1.349733e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -13497324.000000 Penalty: 3764.130127
	Iteration 12Q: 3 clusters Score -1.349732e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -13497330.000000 Penalty: 3764.130127
	Iteration 13Q: 3 clusters Score -1.349733e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -13497364.000000 Penalty: 3764.130127
	Iteration 14Q: 3 clusters Score -1.349736e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -13497219.000000 Penalty: 3764.130127
	Iteration 15Q: 3 clusters Score -1.349722e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -13497119.000000 Penalty: 3764.130127
	Iteration 16Q: 3 clusters Score -1.349712e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -13497045.000000 Penalty: 3764.130127
	Iteration 17Q: 3 clusters Score -1.349704e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -13496983.000000 Penalty: 3764.130127
	Iteration 18Q: 3 clusters Score -1.349698e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -13496854.000000 Penalty: 3764.130127
	Iteration 19Q: 3 clusters Score -1.349685e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -13496693.000000 Penalty: 3764.130127
	Iteration 20F: 3 clusters Score -1.349669e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -13496537.000000 Penalty: 3764.130127
	Iteration 21Q: 3 clusters Score -1.349654e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -13496388.000000 Penalty: 3764.130127
	Iteration 22Q: 3 clusters Score -1.349639e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -13496257.000000 Penalty: 3764.130127
	Iteration 23Q: 3 clusters Score -1.349626e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -13496275.000000 Penalty: 3764.130127
	Iteration 24Q: 3 clusters Score -1.349628e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -13496170.000000 Penalty: 3764.130127
	Iteration 25Q: 3 clusters Score -1.349617e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -13496079.000000 Penalty: 3764.130127
	Iteration 26Q: 3 clusters Score -1.349608e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -13496072.000000 Penalty: 3764.130127
	Iteration 27Q: 3 clusters Score -1.349607e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -13495958.000000 Penalty: 3764.130127
	Iteration 28Q: 3 clusters Score -1.349596e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -13495892.000000 Penalty: 3764.130127
	Iteration 29Q: 3 clusters Score -1.349589e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -13495795.000000 Penalty: 3764.130127
	Iteration 30Q: 3 clusters Score -1.34958e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -13495767.000000 Penalty: 3764.130127
	Iteration 31Q: 3 clusters Score -1.349577e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -13495668.000000 Penalty: 3764.130127
	Iteration 32Q: 3 clusters Score -1.349567e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -13495511.000000 Penalty: 3764.130127
	Iteration 33Q: 3 clusters Score -1.349551e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -13495455.000000 Penalty: 3764.130127
	Iteration 34Q: 3 clusters Score -1.349546e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -13495458.000000 Penalty: 3764.130127
	Iteration 35Q: 3 clusters Score -1.349546e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -13495471.000000 Penalty: 3764.130127
	Iteration 36Q: 3 clusters Score -1.349547e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -13495377.000000 Penalty: 3764.130127
	Iteration 37Q: 3 clusters Score -1.349538e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -13495291.000000 Penalty: 3764.130127
	Iteration 38Q: 3 clusters Score -1.349529e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -13495301.000000 Penalty: 3764.130127
	Iteration 39Q: 3 clusters Score -1.34953e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -13495330.000000 Penalty: 3764.130127
	Iteration 40F: 3 clusters Score -1.349533e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -13495328.000000 Penalty: 3764.130127
	Iteration 41Q: 3 clusters Score -1.349533e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -13495347.000000 Penalty: 3764.130127
	Iteration 42Q: 3 clusters Score -1.349535e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -13495408.000000 Penalty: 3764.130127
	Iteration 43Q: 3 clusters Score -1.349541e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -13495383.000000 Penalty: 3764.130127
	Iteration 44Q: 3 clusters Score -1.349538e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -13495388.000000 Penalty: 3764.130127
	Iteration 45Q: 3 clusters Score -1.349539e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -13495360.000000 Penalty: 3764.130127
	Iteration 46Q: 3 clusters Score -1.349536e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -13495370.000000 Penalty: 3764.130127
	Iteration 47Q: 3 clusters Score -1.349537e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -13495385.000000 Penalty: 3764.130127
	Iteration 48Q: 3 clusters Score -1.349538e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -13495405.000000 Penalty: 3764.130127
	Iteration 49Q: 3 clusters Score -1.34954e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -13495385.000000 Penalty: 3764.130127
	Iteration 50Q: 3 clusters Score -1.349538e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -13495363.000000 Penalty: 3764.130127
	Iteration 51Q: 3 clusters Score -1.349536e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -13495343.000000 Penalty: 3764.130127
	Iteration 52Q: 3 clusters Score -1.349534e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -13495342.000000 Penalty: 3764.130127
	Iteration 53Q: 3 clusters Score -1.349534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -13495354.000000 Penalty: 3764.130127
	Iteration 54Q: 3 clusters Score -1.349535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -13495332.000000 Penalty: 3764.130127
	Iteration 55Q: 3 clusters Score -1.349533e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -13495333.000000 Penalty: 3764.130127
	Iteration 56Q: 3 clusters Score -1.349533e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -13495327.000000 Penalty: 3764.130127
	Iteration 57Q: 3 clusters Score -1.349533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -13495332.000000 Penalty: 3764.130127
	Iteration 58Q: 3 clusters Score -1.349533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -13495325.000000 Penalty: 3764.130127
	Iteration 59Q: 3 clusters Score -1.349532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -13495332.000000 Penalty: 3764.130127
	Iteration 60F: 3 clusters Score -1.349533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -13495334.000000 Penalty: 3764.130127
	Iteration 61Q: 3 clusters Score -1.349533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -13495335.000000 Penalty: 3764.130127
	Iteration 62Q: 3 clusters Score -1.349534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -13495345.000000 Penalty: 3764.130127
	Iteration 63Q: 3 clusters Score -1.349534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -13495330.000000 Penalty: 3764.130127
	Iteration 64Q: 3 clusters Score -1.349533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -13495330.000000 Penalty: 3764.130127
	Iteration 65Q: 3 clusters Score -1.349533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -13495327.000000 Penalty: 3764.130127
	Iteration 66Q: 3 clusters Score -1.349533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -13495337.000000 Penalty: 3764.130127
	Iteration 67Q: 3 clusters Score -1.349534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -13495337.000000 Penalty: 3764.130127
	Iteration 68Q: 3 clusters Score -1.349534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -13495331.000000 Penalty: 3764.130127
	Iteration 69Q: 3 clusters Score -1.349533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -13495329.000000 Penalty: 3764.130127
	Iteration 70Q: 3 clusters Score -1.349533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -13495325.000000 Penalty: 3764.130127
	Iteration 71Q: 3 clusters Score -1.349532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -13495332.000000 Penalty: 3764.130127
	Iteration 72Q: 3 clusters Score -1.349533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -13495333.000000 Penalty: 3764.130127
	Iteration 73Q: 3 clusters Score -1.349533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -13495331.000000 Penalty: 3764.130127
	Iteration 74Q: 3 clusters Score -1.349533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -13495337.000000 Penalty: 3764.130127
	Iteration 75Q: 3 clusters Score -1.349534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -13495338.000000 Penalty: 3764.130127
	Iteration 76Q: 3 clusters Score -1.349534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -13495339.000000 Penalty: 3764.130127
	Iteration 77Q: 3 clusters Score -1.349534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -13495332.000000 Penalty: 3764.130127
	Iteration 78Q: 3 clusters Score -1.349533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -13495320.000000 Penalty: 3764.130127
	Iteration 79Q: 3 clusters Score -1.349532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -13495322.000000 Penalty: 3764.130127
	Iteration 80F: 3 clusters Score -1.349532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -13495326.000000 Penalty: 3764.130127
	Iteration 81Q: 3 clusters Score -1.349533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -13495321.000000 Penalty: 3764.130127
	Iteration 82Q: 3 clusters Score -1.349532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -13495323.000000 Penalty: 3764.130127
	Iteration 83Q: 3 clusters Score -1.349532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -13495330.000000 Penalty: 3764.130127
	Iteration 84Q: 3 clusters Score -1.349533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -13495323.000000 Penalty: 3764.130127
	Iteration 85Q: 3 clusters Score -1.349532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -13495318.000000 Penalty: 3764.130127
	Iteration 86Q: 3 clusters Score -1.349532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -13495314.000000 Penalty: 3764.130127
	Iteration 87Q: 3 clusters Score -1.349531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -13495316.000000 Penalty: 3764.130127
	Iteration 88Q: 3 clusters Score -1.349532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -13495312.000000 Penalty: 3764.130127
	Iteration 89Q: 3 clusters Score -1.349531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -13495310.000000 Penalty: 3764.130127
	Iteration 90Q: 3 clusters Score -1.349531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -13495308.000000 Penalty: 3764.130127
	Iteration 91Q: 3 clusters Score -1.349531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -13495314.000000 Penalty: 3764.130127
	Iteration 92Q: 3 clusters Score -1.349531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -13495314.000000 Penalty: 3764.130127
	Iteration 93F: 3 clusters Score -1.349531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -47685.980469 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -47685.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46734.617188 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -46734.62 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46867.285156 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -46867.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46928.816406 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -46928.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46960.800781 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -46960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47019.960938 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -47019.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47088.906250 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -47088.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47175.355469 Penalty: 1972.989746
	Iteration 6F: 3 clusters Score -47175.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47249.117188 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -47249.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47287.968750 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -47287.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47298.695312 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -47298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47309.472656 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -47309.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47312.695312 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -47312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47312.695312 Penalty: 1972.989746
	Iteration 12F: 3 clusters Score -47312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Entering Unmasked Estep 
Score: -14478754.000000 Penalty: 1892.427246
	Iteration 0F: 2 clusters Score -1.447875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -14404377.000000 Penalty: 3784.854492
	Iteration 0F: 3 clusters Score -1.440438e+07 nChanged 54599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -14435764.000000 Penalty: 3784.854492
	Iteration 1F: 3 clusters Score -1.443576e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -14436547.000000 Penalty: 3784.854492
	Iteration 2Q: 3 clusters Score -1.443655e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -14437474.000000 Penalty: 3784.854492
	Iteration 3Q: 3 clusters Score -1.443747e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -14438458.000000 Penalty: 3784.854492
	Iteration 4Q: 3 clusters Score -1.443846e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -14439792.000000 Penalty: 3784.854492
	Iteration 5Q: 3 clusters Score -1.443979e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -14441651.000000 Penalty: 3784.854492
	Iteration 6Q: 3 clusters Score -1.444165e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -14444391.000000 Penalty: 3784.854492
	Iteration 7Q: 3 clusters Score -1.444439e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -14448560.000000 Penalty: 3784.854492
	Iteration 8F: 3 clusters Score -1.444856e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -14453695.000000 Penalty: 3784.854492
	Iteration 9F: 3 clusters Score -1.44537e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -14458578.000000 Penalty: 3784.854492
	Iteration 10F: 3 clusters Score -1.445858e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -14461232.000000 Penalty: 3784.854492
	Iteration 11Q: 3 clusters Score -1.446123e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -14462303.000000 Penalty: 3784.854492
	Iteration 12Q: 3 clusters Score -1.44623e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -14462985.000000 Penalty: 3784.854492
	Iteration 13Q: 3 clusters Score -1.446298e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -14463522.000000 Penalty: 3784.854492
	Iteration 14Q: 3 clusters Score -1.446352e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -14464105.000000 Penalty: 3784.854492
	Iteration 15Q: 3 clusters Score -1.44641e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -14464824.000000 Penalty: 3784.854492
	Iteration 16Q: 3 clusters Score -1.446482e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -14465598.000000 Penalty: 3784.854492
	Iteration 17Q: 3 clusters Score -1.44656e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -14466384.000000 Penalty: 3784.854492
	Iteration 18Q: 3 clusters Score -1.446638e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -14467409.000000 Penalty: 3784.854492
	Iteration 19Q: 3 clusters Score -1.446741e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -14468310.000000 Penalty: 3784.854492
	Iteration 20F: 3 clusters Score -1.446831e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -14469237.000000 Penalty: 3784.854492
	Iteration 21Q: 3 clusters Score -1.446924e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -14470108.000000 Penalty: 3784.854492
	Iteration 22Q: 3 clusters Score -1.447011e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -14470961.000000 Penalty: 3784.854492
	Iteration 23Q: 3 clusters Score -1.447096e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -14471862.000000 Penalty: 3784.854492
	Iteration 24Q: 3 clusters Score -1.447186e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -14472636.000000 Penalty: 3784.854492
	Iteration 25Q: 3 clusters Score -1.447264e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -14473223.000000 Penalty: 3784.854492
	Iteration 26Q: 3 clusters Score -1.447322e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -14473659.000000 Penalty: 3784.854492
	Iteration 27Q: 3 clusters Score -1.447366e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -14474096.000000 Penalty: 3784.854492
	Iteration 28Q: 3 clusters Score -1.44741e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -14474507.000000 Penalty: 3784.854492
	Iteration 29Q: 3 clusters Score -1.447451e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -14474925.000000 Penalty: 3784.854492
	Iteration 30Q: 3 clusters Score -1.447492e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -14475265.000000 Penalty: 3784.854492
	Iteration 31Q: 3 clusters Score -1.447526e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -14475542.000000 Penalty: 3784.854492
	Iteration 32Q: 3 clusters Score -1.447554e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -14475758.000000 Penalty: 3784.854492
	Iteration 33Q: 3 clusters Score -1.447576e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -14475859.000000 Penalty: 3784.854492
	Iteration 34Q: 3 clusters Score -1.447586e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
Score: -14475983.000000 Penalty: 3784.854492
	Iteration 35Q: 3 clusters Score -1.447598e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -14476085.000000 Penalty: 3784.854492
	Iteration 36Q: 3 clusters Score -1.447608e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -14476224.000000 Penalty: 3784.854492
	Iteration 37Q: 3 clusters Score -1.447622e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -14476343.000000 Penalty: 3784.854492
	Iteration 38Q: 3 clusters Score -1.447634e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -14476381.000000 Penalty: 3784.854492
	Iteration 39Q: 3 clusters Score -1.447638e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -14476409.000000 Penalty: 3784.854492
	Iteration 40F: 3 clusters Score -1.447641e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -14476451.000000 Penalty: 3784.854492
	Iteration 41Q: 3 clusters Score -1.447645e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -14476526.000000 Penalty: 3784.854492
	Iteration 42Q: 3 clusters Score -1.447653e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -14476602.000000 Penalty: 3784.854492
	Iteration 43Q: 3 clusters Score -1.44766e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -14476662.000000 Penalty: 3784.854492
	Iteration 44Q: 3 clusters Score -1.447666e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -14476722.000000 Penalty: 3784.854492
	Iteration 45Q: 3 clusters Score -1.447672e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -14476789.000000 Penalty: 3784.854492
	Iteration 46Q: 3 clusters Score -1.447679e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -14476844.000000 Penalty: 3784.854492
	Iteration 47Q: 3 clusters Score -1.447684e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -14476880.000000 Penalty: 3784.854492
	Iteration 48Q: 3 clusters Score -1.447688e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -14476914.000000 Penalty: 3784.854492
	Iteration 49Q: 3 clusters Score -1.447691e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 108039 members 
Entering Unmasked Estep 
Score: -14476966.000000 Penalty: 3784.854492
	Iteration 50Q: 3 clusters Score -1.447697e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -14476965.000000 Penalty: 3784.854492
	Iteration 51Q: 3 clusters Score -1.447696e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -14477012.000000 Penalty: 3784.854492
	Iteration 52Q: 3 clusters Score -1.447701e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -14477025.000000 Penalty: 3784.854492
	Iteration 53Q: 3 clusters Score -1.447702e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -14477071.000000 Penalty: 3784.854492
	Iteration 54Q: 3 clusters Score -1.447707e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -14477093.000000 Penalty: 3784.854492
	Iteration 55Q: 3 clusters Score -1.447709e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 108891 members 
Entering Unmasked Estep 
Score: -14477129.000000 Penalty: 3784.854492
	Iteration 56Q: 3 clusters Score -1.447713e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -14477136.000000 Penalty: 3784.854492
	Iteration 57Q: 3 clusters Score -1.447714e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 109065 members 
Entering Unmasked Estep 
Score: -14477126.000000 Penalty: 3784.854492
	Iteration 58Q: 3 clusters Score -1.447713e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -14477153.000000 Penalty: 3784.854492
	Iteration 59Q: 3 clusters Score -1.447715e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -14477149.000000 Penalty: 3784.854492
	Iteration 60F: 3 clusters Score -1.447715e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 109307 members 
Entering Unmasked Estep 
Score: -14477173.000000 Penalty: 3784.854492
	Iteration 61Q: 3 clusters Score -1.447717e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -14477187.000000 Penalty: 3784.854492
	Iteration 62Q: 3 clusters Score -1.447719e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -14477171.000000 Penalty: 3784.854492
	Iteration 63Q: 3 clusters Score -1.447717e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -14477208.000000 Penalty: 3784.854492
	Iteration 64Q: 3 clusters Score -1.447721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 109546 members 
Entering Unmasked Estep 
Score: -14477217.000000 Penalty: 3784.854492
	Iteration 65Q: 3 clusters Score -1.447722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -14477226.000000 Penalty: 3784.854492
	Iteration 66Q: 3 clusters Score -1.447723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -14477203.000000 Penalty: 3784.854492
	Iteration 67Q: 3 clusters Score -1.44772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -14477191.000000 Penalty: 3784.854492
	Iteration 68Q: 3 clusters Score -1.447719e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -14477181.000000 Penalty: 3784.854492
	Iteration 69Q: 3 clusters Score -1.447718e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -14477199.000000 Penalty: 3784.854492
	Iteration 70Q: 3 clusters Score -1.44772e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 109795 members 
Entering Unmasked Estep 
Score: -14477220.000000 Penalty: 3784.854492
	Iteration 71Q: 3 clusters Score -1.447722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -14477233.000000 Penalty: 3784.854492
	Iteration 72Q: 3 clusters Score -1.447723e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 109905 members 
Entering Unmasked Estep 
Score: -14477241.000000 Penalty: 3784.854492
	Iteration 73Q: 3 clusters Score -1.447724e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 109954 members 
Entering Unmasked Estep 
Score: -14477247.000000 Penalty: 3784.854492
	Iteration 74Q: 3 clusters Score -1.447725e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -14477264.000000 Penalty: 3784.854492
	Iteration 75Q: 3 clusters Score -1.447726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -14477255.000000 Penalty: 3784.854492
	Iteration 76Q: 3 clusters Score -1.447726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -14477263.000000 Penalty: 3784.854492
	Iteration 77Q: 3 clusters Score -1.447726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -14477264.000000 Penalty: 3784.854492
	Iteration 78Q: 3 clusters Score -1.447726e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -14477234.000000 Penalty: 3784.854492
	Iteration 79Q: 3 clusters Score -1.447723e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 110246 members 
Entering Unmasked Estep 
Score: -14477206.000000 Penalty: 3784.854492
	Iteration 80F: 3 clusters Score -1.447721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 110283 members 
Entering Unmasked Estep 
Score: -14477236.000000 Penalty: 3784.854492
	Iteration 81Q: 3 clusters Score -1.447724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -14477236.000000 Penalty: 3784.854492
	Iteration 82Q: 3 clusters Score -1.447724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -14477225.000000 Penalty: 3784.854492
	Iteration 83Q: 3 clusters Score -1.447722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -14477245.000000 Penalty: 3784.854492
	Iteration 84Q: 3 clusters Score -1.447724e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -14477249.000000 Penalty: 3784.854492
	Iteration 85Q: 3 clusters Score -1.447725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -14477262.000000 Penalty: 3784.854492
	Iteration 86Q: 3 clusters Score -1.447726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -14477265.000000 Penalty: 3784.854492
	Iteration 87Q: 3 clusters Score -1.447726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -14477256.000000 Penalty: 3784.854492
	Iteration 88Q: 3 clusters Score -1.447726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -14477254.000000 Penalty: 3784.854492
	Iteration 89Q: 3 clusters Score -1.447725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -14477263.000000 Penalty: 3784.854492
	Iteration 90Q: 3 clusters Score -1.447726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -14477268.000000 Penalty: 3784.854492
	Iteration 91Q: 3 clusters Score -1.447727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -14477274.000000 Penalty: 3784.854492
	Iteration 92Q: 3 clusters Score -1.447727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -14477274.000000 Penalty: 3784.854492
	Iteration 93Q: 3 clusters Score -1.447727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -14477276.000000 Penalty: 3784.854492
	Iteration 94Q: 3 clusters Score -1.447728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -14477283.000000 Penalty: 3784.854492
	Iteration 95Q: 3 clusters Score -1.447728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -14477278.000000 Penalty: 3784.854492
	Iteration 96Q: 3 clusters Score -1.447728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -14477284.000000 Penalty: 3784.854492
	Iteration 97Q: 3 clusters Score -1.447728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -14477300.000000 Penalty: 3784.854492
	Iteration 98Q: 3 clusters Score -1.44773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -14477288.000000 Penalty: 3784.854492
	Iteration 99Q: 3 clusters Score -1.447729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -14477294.000000 Penalty: 3784.854492
	Iteration 100F: 3 clusters Score -1.447729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -14477291.000000 Penalty: 3784.854492
	Iteration 101Q: 3 clusters Score -1.447729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -14477301.000000 Penalty: 3784.854492
	Iteration 102Q: 3 clusters Score -1.44773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -14477302.000000 Penalty: 3784.854492
	Iteration 103Q: 3 clusters Score -1.44773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -14477305.000000 Penalty: 3784.854492
	Iteration 104Q: 3 clusters Score -1.44773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -14477313.000000 Penalty: 3784.854492
	Iteration 105Q: 3 clusters Score -1.447731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -14477308.000000 Penalty: 3784.854492
	Iteration 106Q: 3 clusters Score -1.447731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -14477312.000000 Penalty: 3784.854492
	Iteration 107Q: 3 clusters Score -1.447731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14477308.000000 Penalty: 3784.854492
	Iteration 108Q: 3 clusters Score -1.447731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -14477304.000000 Penalty: 3784.854492
	Iteration 109Q: 3 clusters Score -1.44773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -14477307.000000 Penalty: 3784.854492
	Iteration 110Q: 3 clusters Score -1.447731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -14477315.000000 Penalty: 3784.854492
	Iteration 111Q: 3 clusters Score -1.447732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -14477309.000000 Penalty: 3784.854492
	Iteration 112Q: 3 clusters Score -1.447731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -14477306.000000 Penalty: 3784.854492
	Iteration 113Q: 3 clusters Score -1.447731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
Score: -14477331.000000 Penalty: 3784.854492
	Iteration 114Q: 3 clusters Score -1.447733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -14477327.000000 Penalty: 3784.854492
	Iteration 115Q: 3 clusters Score -1.447733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -14477334.000000 Penalty: 3784.854492
	Iteration 116Q: 3 clusters Score -1.447733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -14477334.000000 Penalty: 3784.854492
	Iteration 117Q: 3 clusters Score -1.447733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 111016 members 
Entering Unmasked Estep 
Score: -14477358.000000 Penalty: 3784.854492
	Iteration 118Q: 3 clusters Score -1.447736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -14477360.000000 Penalty: 3784.854492
	Iteration 119Q: 3 clusters Score -1.447736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -14477365.000000 Penalty: 3784.854492
	Iteration 120F: 3 clusters Score -1.447736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -14477350.000000 Penalty: 3784.854492
	Iteration 121Q: 3 clusters Score -1.447735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -14477341.000000 Penalty: 3784.854492
	Iteration 122Q: 3 clusters Score -1.447734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -14477346.000000 Penalty: 3784.854492
	Iteration 123Q: 3 clusters Score -1.447735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 111115 members 
Entering Unmasked Estep 
Score: -14477341.000000 Penalty: 3784.854492
	Iteration 124Q: 3 clusters Score -1.447734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 111137 members 
Entering Unmasked Estep 
Score: -14477354.000000 Penalty: 3784.854492
	Iteration 125Q: 3 clusters Score -1.447735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -14477342.000000 Penalty: 3784.854492
	Iteration 126Q: 3 clusters Score -1.447734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -14477337.000000 Penalty: 3784.854492
	Iteration 127Q: 3 clusters Score -1.447734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14477334.000000 Penalty: 3784.854492
	Iteration 128Q: 3 clusters Score -1.447733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -14477359.000000 Penalty: 3784.854492
	Iteration 129Q: 3 clusters Score -1.447736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -14477360.000000 Penalty: 3784.854492
	Iteration 130Q: 3 clusters Score -1.447736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -14477351.000000 Penalty: 3784.854492
	Iteration 131Q: 3 clusters Score -1.447735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -14477343.000000 Penalty: 3784.854492
	Iteration 132Q: 3 clusters Score -1.447734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -14477350.000000 Penalty: 3784.854492
	Iteration 133Q: 3 clusters Score -1.447735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -14477343.000000 Penalty: 3784.854492
	Iteration 134Q: 3 clusters Score -1.447734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -14477342.000000 Penalty: 3784.854492
	Iteration 135Q: 3 clusters Score -1.447734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -14477339.000000 Penalty: 3784.854492
	Iteration 136Q: 3 clusters Score -1.447734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -14477338.000000 Penalty: 3784.854492
	Iteration 137Q: 3 clusters Score -1.447734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -14477335.000000 Penalty: 3784.854492
	Iteration 138Q: 3 clusters Score -1.447734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -14477349.000000 Penalty: 3784.854492
	Iteration 139Q: 3 clusters Score -1.447735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 111219 members 
Entering Unmasked Estep 
Score: -14477338.000000 Penalty: 3784.854492
	Iteration 140F: 3 clusters Score -1.447734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -14477337.000000 Penalty: 3784.854492
	Iteration 141Q: 3 clusters Score -1.447734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
Score: -14477341.000000 Penalty: 3784.854492
	Iteration 142Q: 3 clusters Score -1.447734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -14477344.000000 Penalty: 3784.854492
	Iteration 143Q: 3 clusters Score -1.447734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 111229 members 
Entering Unmasked Estep 
Score: -14477340.000000 Penalty: 3784.854492
	Iteration 144Q: 3 clusters Score -1.447734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -14477339.000000 Penalty: 3784.854492
	Iteration 145Q: 3 clusters Score -1.447734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -14477345.000000 Penalty: 3784.854492
	Iteration 146Q: 3 clusters Score -1.447734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -14477348.000000 Penalty: 3784.854492
	Iteration 147Q: 3 clusters Score -1.447735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -14477346.000000 Penalty: 3784.854492
	Iteration 148Q: 3 clusters Score -1.447735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 111248 members 
Entering Unmasked Estep 
Score: -14477358.000000 Penalty: 3784.854492
	Iteration 149Q: 3 clusters Score -1.447736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 111252 members 
Entering Unmasked Estep 
Score: -14477362.000000 Penalty: 3784.854492
	Iteration 150Q: 3 clusters Score -1.447736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -14477364.000000 Penalty: 3784.854492
	Iteration 151Q: 3 clusters Score -1.447736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -14477361.000000 Penalty: 3784.854492
	Iteration 152Q: 3 clusters Score -1.447736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -14477367.000000 Penalty: 3784.854492
	Iteration 153Q: 3 clusters Score -1.447737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 111274 members 
Entering Unmasked Estep 
Score: -14477355.000000 Penalty: 3784.854492
	Iteration 154Q: 3 clusters Score -1.447736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -14477364.000000 Penalty: 3784.854492
	Iteration 155Q: 3 clusters Score -1.447736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -14477372.000000 Penalty: 3784.854492
	Iteration 156Q: 3 clusters Score -1.447737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 111294 members 
Entering Unmasked Estep 
Score: -14477365.000000 Penalty: 3784.854492
	Iteration 157Q: 3 clusters Score -1.447736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -14477365.000000 Penalty: 3784.854492
	Iteration 158Q: 3 clusters Score -1.447736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
Score: -14477363.000000 Penalty: 3784.854492
	Iteration 159Q: 3 clusters Score -1.447736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -14477371.000000 Penalty: 3784.854492
	Iteration 160F: 3 clusters Score -1.447737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -14477365.000000 Penalty: 3784.854492
	Iteration 161Q: 3 clusters Score -1.447736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -14477366.000000 Penalty: 3784.854492
	Iteration 162Q: 3 clusters Score -1.447737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 111338 members 
Entering Unmasked Estep 
Score: -14477367.000000 Penalty: 3784.854492
	Iteration 163Q: 3 clusters Score -1.447737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -14477374.000000 Penalty: 3784.854492
	Iteration 164Q: 3 clusters Score -1.447737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -14477375.000000 Penalty: 3784.854492
	Iteration 165Q: 3 clusters Score -1.447738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -14477375.000000 Penalty: 3784.854492
	Iteration 166Q: 3 clusters Score -1.447738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 111343 members 
Entering Unmasked Estep 
Score: -14477371.000000 Penalty: 3784.854492
	Iteration 167Q: 3 clusters Score -1.447737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -14477367.000000 Penalty: 3784.854492
	Iteration 168Q: 3 clusters Score -1.447737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 111350 members 
Entering Unmasked Estep 
Score: -14477369.000000 Penalty: 3784.854492
	Iteration 169Q: 3 clusters Score -1.447737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -14477381.000000 Penalty: 3784.854492
	Iteration 170Q: 3 clusters Score -1.447738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -14477386.000000 Penalty: 3784.854492
	Iteration 171Q: 3 clusters Score -1.447739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -14477378.000000 Penalty: 3784.854492
	Iteration 172Q: 3 clusters Score -1.447738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -14477385.000000 Penalty: 3784.854492
	Iteration 173Q: 3 clusters Score -1.447738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -14477387.000000 Penalty: 3784.854492
	Iteration 174Q: 3 clusters Score -1.447739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -14477388.000000 Penalty: 3784.854492
	Iteration 175Q: 3 clusters Score -1.447739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -14477381.000000 Penalty: 3784.854492
	Iteration 176Q: 3 clusters Score -1.447738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -14477384.000000 Penalty: 3784.854492
	Iteration 177Q: 3 clusters Score -1.447738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 111390 members 
Entering Unmasked Estep 
Score: -14477381.000000 Penalty: 3784.854492
	Iteration 178Q: 3 clusters Score -1.447738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -14477391.000000 Penalty: 3784.854492
	Iteration 179Q: 3 clusters Score -1.447739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -14477388.000000 Penalty: 3784.854492
	Iteration 180F: 3 clusters Score -1.447739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -14477375.000000 Penalty: 3784.854492
	Iteration 181Q: 3 clusters Score -1.447738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -14477388.000000 Penalty: 3784.854492
	Iteration 182Q: 3 clusters Score -1.447739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -14477388.000000 Penalty: 3784.854492
	Iteration 183F: 3 clusters Score -1.447739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Entering Unmasked Estep 
Score: -12928768.000000 Penalty: 1875.130615
	Iteration 0F: 2 clusters Score -1.292877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -12861210.000000 Penalty: 3750.261230
	Iteration 0F: 3 clusters Score -1.286121e+07 nChanged 48911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -12890041.000000 Penalty: 3750.261230
	Iteration 1F: 3 clusters Score -1.289004e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -12891336.000000 Penalty: 3750.261230
	Iteration 2Q: 3 clusters Score -1.289134e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -12892895.000000 Penalty: 3750.261230
	Iteration 3Q: 3 clusters Score -1.28929e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -12894942.000000 Penalty: 3750.261230
	Iteration 4Q: 3 clusters Score -1.289494e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -12897640.000000 Penalty: 3750.261230
	Iteration 5F: 3 clusters Score -1.289764e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -12901597.000000 Penalty: 3750.261230
	Iteration 6F: 3 clusters Score -1.29016e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -12906290.000000 Penalty: 3750.261230
	Iteration 7F: 3 clusters Score -1.290629e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -12910116.000000 Penalty: 3750.261230
	Iteration 8F: 3 clusters Score -1.291012e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -12911996.000000 Penalty: 3750.261230
	Iteration 9Q: 3 clusters Score -1.2912e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -12912829.000000 Penalty: 3750.261230
	Iteration 10Q: 3 clusters Score -1.291283e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -12913112.000000 Penalty: 3750.261230
	Iteration 11Q: 3 clusters Score -1.291311e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -12913342.000000 Penalty: 3750.261230
	Iteration 12Q: 3 clusters Score -1.291334e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -12913495.000000 Penalty: 3750.261230
	Iteration 13Q: 3 clusters Score -1.29135e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -12913660.000000 Penalty: 3750.261230
	Iteration 14Q: 3 clusters Score -1.291366e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -12913780.000000 Penalty: 3750.261230
	Iteration 15Q: 3 clusters Score -1.291378e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -12913955.000000 Penalty: 3750.261230
	Iteration 16Q: 3 clusters Score -1.291396e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -12914089.000000 Penalty: 3750.261230
	Iteration 17Q: 3 clusters Score -1.291409e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -12914238.000000 Penalty: 3750.261230
	Iteration 18Q: 3 clusters Score -1.291424e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -12914335.000000 Penalty: 3750.261230
	Iteration 19Q: 3 clusters Score -1.291434e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -12914438.000000 Penalty: 3750.261230
	Iteration 20F: 3 clusters Score -1.291444e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -12914551.000000 Penalty: 3750.261230
	Iteration 21Q: 3 clusters Score -1.291455e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -12914684.000000 Penalty: 3750.261230
	Iteration 22Q: 3 clusters Score -1.291468e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -12914838.000000 Penalty: 3750.261230
	Iteration 23Q: 3 clusters Score -1.291484e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -12915030.000000 Penalty: 3750.261230
	Iteration 24Q: 3 clusters Score -1.291503e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -12915178.000000 Penalty: 3750.261230
	Iteration 25Q: 3 clusters Score -1.291518e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -12915271.000000 Penalty: 3750.261230
	Iteration 26Q: 3 clusters Score -1.291527e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -12915377.000000 Penalty: 3750.261230
	Iteration 27Q: 3 clusters Score -1.291538e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -12915590.000000 Penalty: 3750.261230
	Iteration 28Q: 3 clusters Score -1.291559e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -12915787.000000 Penalty: 3750.261230
	Iteration 29Q: 3 clusters Score -1.291579e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -12916031.000000 Penalty: 3750.261230
	Iteration 30Q: 3 clusters Score -1.291603e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -12916296.000000 Penalty: 3750.261230
	Iteration 31Q: 3 clusters Score -1.29163e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -12916656.000000 Penalty: 3750.261230
	Iteration 32Q: 3 clusters Score -1.291666e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -12917011.000000 Penalty: 3750.261230
	Iteration 33Q: 3 clusters Score -1.291701e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -12917330.000000 Penalty: 3750.261230
	Iteration 34Q: 3 clusters Score -1.291733e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -12917690.000000 Penalty: 3750.261230
	Iteration 35Q: 3 clusters Score -1.291769e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -12918161.000000 Penalty: 3750.261230
	Iteration 36Q: 3 clusters Score -1.291816e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -12918667.000000 Penalty: 3750.261230
	Iteration 37Q: 3 clusters Score -1.291867e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -12919082.000000 Penalty: 3750.261230
	Iteration 38Q: 3 clusters Score -1.291908e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -12919484.000000 Penalty: 3750.261230
	Iteration 39Q: 3 clusters Score -1.291948e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -12920070.000000 Penalty: 3750.261230
	Iteration 40F: 3 clusters Score -1.292007e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -12920672.000000 Penalty: 3750.261230
	Iteration 41Q: 3 clusters Score -1.292067e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -12921075.000000 Penalty: 3750.261230
	Iteration 42Q: 3 clusters Score -1.292108e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -12921481.000000 Penalty: 3750.261230
	Iteration 43Q: 3 clusters Score -1.292148e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -12921761.000000 Penalty: 3750.261230
	Iteration 44Q: 3 clusters Score -1.292176e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -12922149.000000 Penalty: 3750.261230
	Iteration 45Q: 3 clusters Score -1.292215e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -12922463.000000 Penalty: 3750.261230
	Iteration 46Q: 3 clusters Score -1.292246e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -12922825.000000 Penalty: 3750.261230
	Iteration 47Q: 3 clusters Score -1.292282e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -12923133.000000 Penalty: 3750.261230
	Iteration 48Q: 3 clusters Score -1.292313e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -12923431.000000 Penalty: 3750.261230
	Iteration 49Q: 3 clusters Score -1.292343e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -12923710.000000 Penalty: 3750.261230
	Iteration 50Q: 3 clusters Score -1.292371e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -12924016.000000 Penalty: 3750.261230
	Iteration 51Q: 3 clusters Score -1.292402e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -12924280.000000 Penalty: 3750.261230
	Iteration 52Q: 3 clusters Score -1.292428e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -12924516.000000 Penalty: 3750.261230
	Iteration 53Q: 3 clusters Score -1.292452e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -12924740.000000 Penalty: 3750.261230
	Iteration 54Q: 3 clusters Score -1.292474e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -12925014.000000 Penalty: 3750.261230
	Iteration 55Q: 3 clusters Score -1.292501e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -12925301.000000 Penalty: 3750.261230
	Iteration 56Q: 3 clusters Score -1.29253e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -12925556.000000 Penalty: 3750.261230
	Iteration 57Q: 3 clusters Score -1.292556e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -12925796.000000 Penalty: 3750.261230
	Iteration 58Q: 3 clusters Score -1.29258e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -12925994.000000 Penalty: 3750.261230
	Iteration 59Q: 3 clusters Score -1.292599e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -12926229.000000 Penalty: 3750.261230
	Iteration 60F: 3 clusters Score -1.292623e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98069 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -12926445.000000 Penalty: 3750.261230
	Iteration 61Q: 3 clusters Score -1.292644e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -12926639.000000 Penalty: 3750.261230
	Iteration 62Q: 3 clusters Score -1.292664e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -12926776.000000 Penalty: 3750.261230
	Iteration 63Q: 3 clusters Score -1.292678e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -12926889.000000 Penalty: 3750.261230
	Iteration 64Q: 3 clusters Score -1.292689e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -12926952.000000 Penalty: 3750.261230
	Iteration 65Q: 3 clusters Score -1.292695e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12927005.000000 Penalty: 3750.261230
	Iteration 66Q: 3 clusters Score -1.2927e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100028 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -12927062.000000 Penalty: 3750.261230
	Iteration 67Q: 3 clusters Score -1.292706e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12927157.000000 Penalty: 3750.261230
	Iteration 68Q: 3 clusters Score -1.292716e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12927182.000000 Penalty: 3750.261230
	Iteration 69Q: 3 clusters Score -1.292718e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -12927195.000000 Penalty: 3750.261230
	Iteration 70Q: 3 clusters Score -1.29272e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -12927231.000000 Penalty: 3750.261230
	Iteration 71Q: 3 clusters Score -1.292723e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -12927256.000000 Penalty: 3750.261230
	Iteration 72Q: 3 clusters Score -1.292726e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12927276.000000 Penalty: 3750.261230
	Iteration 73Q: 3 clusters Score -1.292728e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12927255.000000 Penalty: 3750.261230
	Iteration 74Q: 3 clusters Score -1.292726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -12927255.000000 Penalty: 3750.261230
	Iteration 75Q: 3 clusters Score -1.292726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -12927290.000000 Penalty: 3750.261230
	Iteration 76Q: 3 clusters Score -1.292729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -12927306.000000 Penalty: 3750.261230
	Iteration 77Q: 3 clusters Score -1.292731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12927284.000000 Penalty: 3750.261230
	Iteration 78Q: 3 clusters Score -1.292728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12927289.000000 Penalty: 3750.261230
	Iteration 79Q: 3 clusters Score -1.292729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -12927281.000000 Penalty: 3750.261230
	Iteration 80F: 3 clusters Score -1.292728e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12927291.000000 Penalty: 3750.261230
	Iteration 81Q: 3 clusters Score -1.292729e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -12927316.000000 Penalty: 3750.261230
	Iteration 82Q: 3 clusters Score -1.292732e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12927343.000000 Penalty: 3750.261230
	Iteration 83Q: 3 clusters Score -1.292734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12927348.000000 Penalty: 3750.261230
	Iteration 84Q: 3 clusters Score -1.292735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12927360.000000 Penalty: 3750.261230
	Iteration 85Q: 3 clusters Score -1.292736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12927368.000000 Penalty: 3750.261230
	Iteration 86Q: 3 clusters Score -1.292737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12927378.000000 Penalty: 3750.261230
	Iteration 87Q: 3 clusters Score -1.292738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101239 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12927383.000000 Penalty: 3750.261230
	Iteration 88Q: 3 clusters Score -1.292738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12927378.000000 Penalty: 3750.261230
	Iteration 89Q: 3 clusters Score -1.292738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12927383.000000 Penalty: 3750.261230
	Iteration 90Q: 3 clusters Score -1.292738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101277 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12927384.000000 Penalty: 3750.261230
	Iteration 91Q: 3 clusters Score -1.292738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12927378.000000 Penalty: 3750.261230
	Iteration 92Q: 3 clusters Score -1.292738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12927378.000000 Penalty: 3750.261230
	Iteration 93Q: 3 clusters Score -1.292738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12927371.000000 Penalty: 3750.261230
	Iteration 94Q: 3 clusters Score -1.292737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12927369.000000 Penalty: 3750.261230
	Iteration 95Q: 3 clusters Score -1.292737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12927380.000000 Penalty: 3750.261230
	Iteration 96Q: 3 clusters Score -1.292738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -12927376.000000 Penalty: 3750.261230
	Iteration 97Q: 3 clusters Score -1.292738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12927381.000000 Penalty: 3750.261230
	Iteration 98Q: 3 clusters Score -1.292738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -12927372.000000 Penalty: 3750.261230
	Iteration 99Q: 3 clusters Score -1.292737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -12927380.000000 Penalty: 3750.261230
	Iteration 100F: 3 clusters Score -1.292738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Entering Unmasked Estep 
Score: -8004240.000000 Penalty: 1796.354004
	Iteration 0F: 2 clusters Score -8004240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -7962163.500000 Penalty: 3592.708008
	Iteration 0F: 3 clusters Score -7962164 nChanged 29832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -7979075.500000 Penalty: 3592.708008
	Iteration 1F: 3 clusters Score -7979076 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -7979634.500000 Penalty: 3592.708008
	Iteration 2Q: 3 clusters Score -7979634 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -7980290.500000 Penalty: 3592.708008
	Iteration 3Q: 3 clusters Score -7980290 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7981378.000000 Penalty: 3592.708008
	Iteration 4Q: 3 clusters Score -7981378 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -7983334.500000 Penalty: 3592.708008
	Iteration 5F: 3 clusters Score -7983334 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -7986912.500000 Penalty: 3592.708008
	Iteration 6F: 3 clusters Score -7986912 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -7991900.000000 Penalty: 3592.708008
	Iteration 7F: 3 clusters Score -7991900 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -7996923.000000 Penalty: 3592.708008
	Iteration 8F: 3 clusters Score -7996923 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -8000309.000000 Penalty: 3592.708008
	Iteration 9F: 3 clusters Score -8000309 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -8001841.500000 Penalty: 3592.708008
	Iteration 10Q: 3 clusters Score -8001842 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -8002408.000000 Penalty: 3592.708008
	Iteration 11Q: 3 clusters Score -8002408 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -8002645.000000 Penalty: 3592.708008
	Iteration 12Q: 3 clusters Score -8002645 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -8002795.500000 Penalty: 3592.708008
	Iteration 13Q: 3 clusters Score -8002796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -8002862.500000 Penalty: 3592.708008
	Iteration 14Q: 3 clusters Score -8002862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -8002914.500000 Penalty: 3592.708008
	Iteration 15Q: 3 clusters Score -8002914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -8002989.500000 Penalty: 3592.708008
	Iteration 16Q: 3 clusters Score -8002990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -8003006.500000 Penalty: 3592.708008
	Iteration 17Q: 3 clusters Score -8003006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8003024.000000 Penalty: 3592.708008
	Iteration 18Q: 3 clusters Score -8003024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -8003036.000000 Penalty: 3592.708008
	Iteration 19Q: 3 clusters Score -8003036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -8003047.500000 Penalty: 3592.708008
	Iteration 20F: 3 clusters Score -8003048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -8003055.000000 Penalty: 3592.708008
	Iteration 21Q: 3 clusters Score -8003055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -8003059.500000 Penalty: 3592.708008
	Iteration 22Q: 3 clusters Score -8003060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -8003064.500000 Penalty: 3592.708008
	Iteration 23Q: 3 clusters Score -8003064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8003060.500000 Penalty: 3592.708008
	Iteration 24Q: 3 clusters Score -8003060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -8003060.000000 Penalty: 3592.708008
	Iteration 25Q: 3 clusters Score -8003060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -8003065.500000 Penalty: 3592.708008
	Iteration 26Q: 3 clusters Score -8003066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -8003073.000000 Penalty: 3592.708008
	Iteration 27Q: 3 clusters Score -8003073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -8003067.000000 Penalty: 3592.708008
	Iteration 28Q: 3 clusters Score -8003067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -8003066.000000 Penalty: 3592.708008
	Iteration 29Q: 3 clusters Score -8003066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -8003066.000000 Penalty: 3592.708008
	Iteration 30F: 3 clusters Score -8003066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -32992.781250 Penalty: 974.018738
	Iteration 0F: 2 clusters Score -32992.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32198.791016 Penalty: 1948.037476
	Iteration 0F: 3 clusters Score -32198.79 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32647.386719 Penalty: 1948.037476
	Iteration 1F: 3 clusters Score -32647.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32910.148438 Penalty: 1948.037476
	Iteration 2F: 3 clusters Score -32910.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33112.847656 Penalty: 1948.037476
	Iteration 3F: 3 clusters Score -33112.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33248.984375 Penalty: 1948.037476
	Iteration 4Q: 3 clusters Score -33248.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33292.636719 Penalty: 1948.037476
	Iteration 5Q: 3 clusters Score -33292.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33330.417969 Penalty: 1948.037476
	Iteration 6Q: 3 clusters Score -33330.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33335.804688 Penalty: 1948.037476
	Iteration 7Q: 3 clusters Score -33335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33339.039062 Penalty: 1948.037476
	Iteration 8Q: 3 clusters Score -33339.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33348.574219 Penalty: 1948.037476
	Iteration 9Q: 3 clusters Score -33348.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33353.324219 Penalty: 1948.037476
	Iteration 10Q: 3 clusters Score -33353.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33353.324219 Penalty: 1948.037476
	Iteration 11F: 3 clusters Score -33353.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 114200 members 
Mstep: Class 7 contains 102669 members 
Mstep: Class 8 contains 63227 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 30809 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 47477 members 
Mstep: Class 17 contains 106302 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 110952 members 
Mstep: Class 23 contains 98181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62400 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 33966 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 122466 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5192 members 
Entering Unmasked Estep 
Score: -141722432.000000 Penalty: 88477.945312
Splitting cluster 9 changes total score from -141724656.000000 to -141722432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -727410.437500 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -727410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -722883.250000 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -722883.2 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -724847.937500 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -724847.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -725711.312500 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -725711.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -726342.312500 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -726342.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -726722.375000 Penalty: 2831.486816
	Iteration 4F: 3 clusters Score -726722.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -726911.187500 Penalty: 2831.486816
	Iteration 5Q: 3 clusters Score -726911.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -727027.500000 Penalty: 2831.486816
	Iteration 6Q: 3 clusters Score -727027.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -727101.875000 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -727101.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -727151.187500 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -727151.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -727180.125000 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -727180.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -727203.312500 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -727203.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -727227.437500 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -727227.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -727249.937500 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -727249.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -727261.250000 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -727261.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -727274.375000 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -727274.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -727283.125000 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -727283.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -727287.500000 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -727287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -727292.750000 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -727292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -727294.250000 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -727294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -727296.125000 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -727296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -727295.687500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -727295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -727297.937500 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -727297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -727299.312500 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -727299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -727300.125000 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -727300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -727300.937500 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -727300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -727301.125000 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -727301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -727301.875000 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -727301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -727301.875000 Penalty: 2831.486816
	Iteration 27F: 3 clusters Score -727301.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -39933.859375 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -39933.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39021.738281 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -39021.74 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39739.433594 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -39739.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40125.503906 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -40125.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40228.519531 Penalty: 1991.941284
	Iteration 3Q: 3 clusters Score -40228.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40357.507812 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -40357.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40432.593750 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -40432.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40461.507812 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -40461.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40481.234375 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -40481.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40488.421875 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -40488.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40488.683594 Penalty: 1991.941284
	Iteration 9F: 3 clusters Score -40488.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40501.964844 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -40501.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40514.527344 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -40514.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40529.578125 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -40529.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40538.312500 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -40538.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40542.464844 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -40542.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40548.390625 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -40548.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40550.148438 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -40550.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40550.148438 Penalty: 1991.941284
	Iteration 17F: 3 clusters Score -40550.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 114200 members 
Mstep: Class 7 contains 102669 members 
Mstep: Class 8 contains 63227 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 273 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 30809 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 47477 members 
Mstep: Class 17 contains 106302 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 110952 members 
Mstep: Class 23 contains 98181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62400 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 33966 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 122466 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 186 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5192 members 
Entering Unmasked Estep 
Score: -141722880.000000 Penalty: 88477.945312
Splitting cluster 11 changes total score from -141724656.000000 to -141722880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -855489.687500 Penalty: 1437.415405
	Iteration 0F: 2 clusters Score -855489.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -850281.312500 Penalty: 2874.830811
	Iteration 0F: 3 clusters Score -850281.3 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -851916.312500 Penalty: 2874.830811
	Iteration 1F: 3 clusters Score -851916.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -852252.250000 Penalty: 2874.830811
	Iteration 2F: 3 clusters Score -852252.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -852563.500000 Penalty: 2874.830811
	Iteration 3F: 3 clusters Score -852563.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -852939.375000 Penalty: 2874.830811
	Iteration 4F: 3 clusters Score -852939.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -853302.562500 Penalty: 2874.830811
	Iteration 5F: 3 clusters Score -853302.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -853635.062500 Penalty: 2874.830811
	Iteration 6F: 3 clusters Score -853635.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -853933.812500 Penalty: 2874.830811
	Iteration 7F: 3 clusters Score -853933.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -854118.187500 Penalty: 2874.830811
	Iteration 8Q: 3 clusters Score -854118.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -854229.437500 Penalty: 2874.830811
	Iteration 9Q: 3 clusters Score -854229.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -854292.687500 Penalty: 2874.830811
	Iteration 10Q: 3 clusters Score -854292.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -854338.000000 Penalty: 2874.830811
	Iteration 11Q: 3 clusters Score -854338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -854375.625000 Penalty: 2874.830811
	Iteration 12Q: 3 clusters Score -854375.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -854403.812500 Penalty: 2874.830811
	Iteration 13Q: 3 clusters Score -854403.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -854425.562500 Penalty: 2874.830811
	Iteration 14Q: 3 clusters Score -854425.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -854443.812500 Penalty: 2874.830811
	Iteration 15Q: 3 clusters Score -854443.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -854470.375000 Penalty: 2874.830811
	Iteration 16Q: 3 clusters Score -854470.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -854481.437500 Penalty: 2874.830811
	Iteration 17Q: 3 clusters Score -854481.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -854495.750000 Penalty: 2874.830811
	Iteration 18Q: 3 clusters Score -854495.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -854506.812500 Penalty: 2874.830811
	Iteration 19Q: 3 clusters Score -854506.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -854519.875000 Penalty: 2874.830811
	Iteration 20F: 3 clusters Score -854519.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -854530.000000 Penalty: 2874.830811
	Iteration 21Q: 3 clusters Score -854530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -854540.625000 Penalty: 2874.830811
	Iteration 22Q: 3 clusters Score -854540.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -854550.750000 Penalty: 2874.830811
	Iteration 23Q: 3 clusters Score -854550.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -854561.000000 Penalty: 2874.830811
	Iteration 24Q: 3 clusters Score -854561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -854569.437500 Penalty: 2874.830811
	Iteration 25Q: 3 clusters Score -854569.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -854583.812500 Penalty: 2874.830811
	Iteration 26Q: 3 clusters Score -854583.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -854595.000000 Penalty: 2874.830811
	Iteration 27Q: 3 clusters Score -854595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -854605.500000 Penalty: 2874.830811
	Iteration 28Q: 3 clusters Score -854605.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -854614.437500 Penalty: 2874.830811
	Iteration 29Q: 3 clusters Score -854614.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -854624.125000 Penalty: 2874.830811
	Iteration 30Q: 3 clusters Score -854624.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -854642.312500 Penalty: 2874.830811
	Iteration 31Q: 3 clusters Score -854642.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -854659.000000 Penalty: 2874.830811
	Iteration 32Q: 3 clusters Score -854659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -854670.937500 Penalty: 2874.830811
	Iteration 33Q: 3 clusters Score -854670.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -854693.500000 Penalty: 2874.830811
	Iteration 34Q: 3 clusters Score -854693.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -854713.062500 Penalty: 2874.830811
	Iteration 35Q: 3 clusters Score -854713.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -854728.937500 Penalty: 2874.830811
	Iteration 36Q: 3 clusters Score -854728.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -854736.375000 Penalty: 2874.830811
	Iteration 37Q: 3 clusters Score -854736.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -854740.562500 Penalty: 2874.830811
	Iteration 38Q: 3 clusters Score -854740.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -854745.375000 Penalty: 2874.830811
	Iteration 39Q: 3 clusters Score -854745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -854749.750000 Penalty: 2874.830811
	Iteration 40F: 3 clusters Score -854749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -854757.187500 Penalty: 2874.830811
	Iteration 41Q: 3 clusters Score -854757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -854763.312500 Penalty: 2874.830811
	Iteration 42Q: 3 clusters Score -854763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -854763.937500 Penalty: 2874.830811
	Iteration 43Q: 3 clusters Score -854763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -854769.625000 Penalty: 2874.830811
	Iteration 44Q: 3 clusters Score -854769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -854773.625000 Penalty: 2874.830811
	Iteration 45Q: 3 clusters Score -854773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -854775.625000 Penalty: 2874.830811
	Iteration 46Q: 3 clusters Score -854775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -854775.500000 Penalty: 2874.830811
	Iteration 47Q: 3 clusters Score -854775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -854778.000000 Penalty: 2874.830811
	Iteration 48Q: 3 clusters Score -854778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -854779.750000 Penalty: 2874.830811
	Iteration 49Q: 3 clusters Score -854779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -854783.125000 Penalty: 2874.830811
	Iteration 50Q: 3 clusters Score -854783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -854782.625000 Penalty: 2874.830811
	Iteration 51Q: 3 clusters Score -854782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -854783.812500 Penalty: 2874.830811
	Iteration 52Q: 3 clusters Score -854783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -854785.187500 Penalty: 2874.830811
	Iteration 53Q: 3 clusters Score -854785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -854785.375000 Penalty: 2874.830811
	Iteration 54Q: 3 clusters Score -854785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -854785.375000 Penalty: 2874.830811
	Iteration 55F: 3 clusters Score -854785.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Entering Unmasked Estep 
Score: -3742736.500000 Penalty: 1679.528809
	Iteration 0F: 2 clusters Score -3742736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3722162.500000 Penalty: 3359.057617
	Iteration 0F: 3 clusters Score -3722162 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3730208.000000 Penalty: 3359.057617
	Iteration 1F: 3 clusters Score -3730208 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3730888.500000 Penalty: 3359.057617
	Iteration 2F: 3 clusters Score -3730888 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3731652.500000 Penalty: 3359.057617
	Iteration 3F: 3 clusters Score -3731652 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3732542.500000 Penalty: 3359.057617
	Iteration 4F: 3 clusters Score -3732542 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3733670.750000 Penalty: 3359.057617
	Iteration 5F: 3 clusters Score -3733671 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3734946.250000 Penalty: 3359.057617
	Iteration 6F: 3 clusters Score -3734946 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3736290.500000 Penalty: 3359.057617
	Iteration 7F: 3 clusters Score -3736290 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3737530.250000 Penalty: 3359.057617
	Iteration 8Q: 3 clusters Score -3737530 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3738746.000000 Penalty: 3359.057617
	Iteration 9Q: 3 clusters Score -3738746 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3739439.000000 Penalty: 3359.057617
	Iteration 10Q: 3 clusters Score -3739439 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3739897.000000 Penalty: 3359.057617
	Iteration 11Q: 3 clusters Score -3739897 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3740216.750000 Penalty: 3359.057617
	Iteration 12Q: 3 clusters Score -3740217 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3740464.000000 Penalty: 3359.057617
	Iteration 13Q: 3 clusters Score -3740464 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3740661.750000 Penalty: 3359.057617
	Iteration 14Q: 3 clusters Score -3740662 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3740838.250000 Penalty: 3359.057617
	Iteration 15Q: 3 clusters Score -3740838 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3741007.000000 Penalty: 3359.057617
	Iteration 16Q: 3 clusters Score -3741007 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3741216.500000 Penalty: 3359.057617
	Iteration 17Q: 3 clusters Score -3741216 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3741391.000000 Penalty: 3359.057617
	Iteration 18Q: 3 clusters Score -3741391 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3741617.750000 Penalty: 3359.057617
	Iteration 19Q: 3 clusters Score -3741618 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3741836.250000 Penalty: 3359.057617
	Iteration 20F: 3 clusters Score -3741836 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3742043.750000 Penalty: 3359.057617
	Iteration 21Q: 3 clusters Score -3742044 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3742226.750000 Penalty: 3359.057617
	Iteration 22Q: 3 clusters Score -3742227 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3742403.000000 Penalty: 3359.057617
	Iteration 23Q: 3 clusters Score -3742403 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3742554.500000 Penalty: 3359.057617
	Iteration 24Q: 3 clusters Score -3742554 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3742738.750000 Penalty: 3359.057617
	Iteration 25Q: 3 clusters Score -3742739 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3742903.000000 Penalty: 3359.057617
	Iteration 26Q: 3 clusters Score -3742903 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3743061.000000 Penalty: 3359.057617
	Iteration 27Q: 3 clusters Score -3743061 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3743228.250000 Penalty: 3359.057617
	Iteration 28Q: 3 clusters Score -3743228 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3743359.500000 Penalty: 3359.057617
	Iteration 29Q: 3 clusters Score -3743360 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3743455.500000 Penalty: 3359.057617
	Iteration 30Q: 3 clusters Score -3743456 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3743529.250000 Penalty: 3359.057617
	Iteration 31Q: 3 clusters Score -3743529 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3743563.000000 Penalty: 3359.057617
	Iteration 32Q: 3 clusters Score -3743563 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3743593.750000 Penalty: 3359.057617
	Iteration 33Q: 3 clusters Score -3743594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3743625.000000 Penalty: 3359.057617
	Iteration 34Q: 3 clusters Score -3743625 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3743651.750000 Penalty: 3359.057617
	Iteration 35Q: 3 clusters Score -3743652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3743659.500000 Penalty: 3359.057617
	Iteration 36Q: 3 clusters Score -3743660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3743669.750000 Penalty: 3359.057617
	Iteration 37Q: 3 clusters Score -3743670 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3743686.500000 Penalty: 3359.057617
	Iteration 38Q: 3 clusters Score -3743686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3743718.750000 Penalty: 3359.057617
	Iteration 39Q: 3 clusters Score -3743719 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3743770.750000 Penalty: 3359.057617
	Iteration 40F: 3 clusters Score -3743771 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3743810.250000 Penalty: 3359.057617
	Iteration 41Q: 3 clusters Score -3743810 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3743835.000000 Penalty: 3359.057617
	Iteration 42Q: 3 clusters Score -3743835 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3743890.750000 Penalty: 3359.057617
	Iteration 43Q: 3 clusters Score -3743891 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3743929.250000 Penalty: 3359.057617
	Iteration 44Q: 3 clusters Score -3743929 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3743977.000000 Penalty: 3359.057617
	Iteration 45Q: 3 clusters Score -3743977 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3744036.500000 Penalty: 3359.057617
	Iteration 46Q: 3 clusters Score -3744036 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3744087.750000 Penalty: 3359.057617
	Iteration 47Q: 3 clusters Score -3744088 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3744165.250000 Penalty: 3359.057617
	Iteration 48Q: 3 clusters Score -3744165 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3744219.250000 Penalty: 3359.057617
	Iteration 49Q: 3 clusters Score -3744219 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3744245.750000 Penalty: 3359.057617
	Iteration 50Q: 3 clusters Score -3744246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3744299.500000 Penalty: 3359.057617
	Iteration 51Q: 3 clusters Score -3744300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3744329.000000 Penalty: 3359.057617
	Iteration 52Q: 3 clusters Score -3744329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3744430.500000 Penalty: 3359.057617
	Iteration 53Q: 3 clusters Score -3744430 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3744642.750000 Penalty: 3359.057617
	Iteration 54Q: 3 clusters Score -3744643 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3744721.500000 Penalty: 3359.057617
	Iteration 55Q: 3 clusters Score -3744722 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3744785.750000 Penalty: 3359.057617
	Iteration 56Q: 3 clusters Score -3744786 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3744834.250000 Penalty: 3359.057617
	Iteration 57Q: 3 clusters Score -3744834 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3744863.500000 Penalty: 3359.057617
	Iteration 58Q: 3 clusters Score -3744864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3744874.500000 Penalty: 3359.057617
	Iteration 59Q: 3 clusters Score -3744874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3744885.500000 Penalty: 3359.057617
	Iteration 60F: 3 clusters Score -3744886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3744906.000000 Penalty: 3359.057617
	Iteration 61Q: 3 clusters Score -3744906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3744923.750000 Penalty: 3359.057617
	Iteration 62Q: 3 clusters Score -3744924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3744935.750000 Penalty: 3359.057617
	Iteration 63Q: 3 clusters Score -3744936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3744940.000000 Penalty: 3359.057617
	Iteration 64Q: 3 clusters Score -3744940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3744942.500000 Penalty: 3359.057617
	Iteration 65Q: 3 clusters Score -3744942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3744939.750000 Penalty: 3359.057617
	Iteration 66Q: 3 clusters Score -3744940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3744927.000000 Penalty: 3359.057617
	Iteration 67Q: 3 clusters Score -3744927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3744926.000000 Penalty: 3359.057617
	Iteration 68Q: 3 clusters Score -3744926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3744926.000000 Penalty: 3359.057617
	Iteration 69Q: 3 clusters Score -3744926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3744925.000000 Penalty: 3359.057617
	Iteration 70Q: 3 clusters Score -3744925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3744921.750000 Penalty: 3359.057617
	Iteration 71Q: 3 clusters Score -3744922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3744919.250000 Penalty: 3359.057617
	Iteration 72Q: 3 clusters Score -3744919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3744916.250000 Penalty: 3359.057617
	Iteration 73Q: 3 clusters Score -3744916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3744920.000000 Penalty: 3359.057617
	Iteration 74Q: 3 clusters Score -3744920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3744927.750000 Penalty: 3359.057617
	Iteration 75Q: 3 clusters Score -3744928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3744924.000000 Penalty: 3359.057617
	Iteration 76Q: 3 clusters Score -3744924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3744924.000000 Penalty: 3359.057617
	Iteration 77Q: 3 clusters Score -3744924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3744926.250000 Penalty: 3359.057617
	Iteration 78Q: 3 clusters Score -3744926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3744927.250000 Penalty: 3359.057617
	Iteration 79Q: 3 clusters Score -3744927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3744926.750000 Penalty: 3359.057617
	Iteration 80F: 3 clusters Score -3744927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3744927.500000 Penalty: 3359.057617
	Iteration 81Q: 3 clusters Score -3744928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3744931.250000 Penalty: 3359.057617
	Iteration 82Q: 3 clusters Score -3744931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3744934.500000 Penalty: 3359.057617
	Iteration 83Q: 3 clusters Score -3744934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3744930.250000 Penalty: 3359.057617
	Iteration 84Q: 3 clusters Score -3744930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3744932.000000 Penalty: 3359.057617
	Iteration 85Q: 3 clusters Score -3744932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3744926.500000 Penalty: 3359.057617
	Iteration 86Q: 3 clusters Score -3744926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3744924.000000 Penalty: 3359.057617
	Iteration 87Q: 3 clusters Score -3744924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3744929.250000 Penalty: 3359.057617
	Iteration 88Q: 3 clusters Score -3744929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3744936.000000 Penalty: 3359.057617
	Iteration 89Q: 3 clusters Score -3744936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3744930.750000 Penalty: 3359.057617
	Iteration 90Q: 3 clusters Score -3744931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3744932.000000 Penalty: 3359.057617
	Iteration 91Q: 3 clusters Score -3744932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3744930.750000 Penalty: 3359.057617
	Iteration 92Q: 3 clusters Score -3744931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3744930.750000 Penalty: 3359.057617
	Iteration 93F: 3 clusters Score -3744931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 114200 members 
Mstep: Class 7 contains 102669 members 
Mstep: Class 8 contains 63227 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 47477 members 
Mstep: Class 17 contains 106302 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 110952 members 
Mstep: Class 23 contains 98181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62400 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 33966 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 122466 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 16633 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5192 members 
Entering Unmasked Estep 
Score: -141725664.000000 Penalty: 88477.945312
Splitting cluster 13 changes total score from -141724656.000000 to -141725664.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (7329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Entering Unmasked Estep 
Score: -864793.250000 Penalty: 1446.184082
	Iteration 0F: 2 clusters Score -864793.2 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 3743 members 
Entering Unmasked Estep 
Score: -859372.312500 Penalty: 2892.368164
	Iteration 0F: 3 clusters Score -859372.3 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -861306.437500 Penalty: 2892.368164
	Iteration 1F: 3 clusters Score -861306.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -861807.625000 Penalty: 2892.368164
	Iteration 2F: 3 clusters Score -861807.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -862259.125000 Penalty: 2892.368164
	Iteration 3F: 3 clusters Score -862259.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -862658.687500 Penalty: 2892.368164
	Iteration 4F: 3 clusters Score -862658.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -862995.687500 Penalty: 2892.368164
	Iteration 5F: 3 clusters Score -862995.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -863251.500000 Penalty: 2892.368164
	Iteration 6Q: 3 clusters Score -863251.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -863438.375000 Penalty: 2892.368164
	Iteration 7Q: 3 clusters Score -863438.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -863554.312500 Penalty: 2892.368164
	Iteration 8Q: 3 clusters Score -863554.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -863635.562500 Penalty: 2892.368164
	Iteration 9Q: 3 clusters Score -863635.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -863677.875000 Penalty: 2892.368164
	Iteration 10Q: 3 clusters Score -863677.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -863701.875000 Penalty: 2892.368164
	Iteration 11Q: 3 clusters Score -863701.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -863727.687500 Penalty: 2892.368164
	Iteration 12Q: 3 clusters Score -863727.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -863739.062500 Penalty: 2892.368164
	Iteration 13Q: 3 clusters Score -863739.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -863754.812500 Penalty: 2892.368164
	Iteration 14Q: 3 clusters Score -863754.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -863764.750000 Penalty: 2892.368164
	Iteration 15Q: 3 clusters Score -863764.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -863775.375000 Penalty: 2892.368164
	Iteration 16Q: 3 clusters Score -863775.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -863794.312500 Penalty: 2892.368164
	Iteration 17Q: 3 clusters Score -863794.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -863819.125000 Penalty: 2892.368164
	Iteration 18Q: 3 clusters Score -863819.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -863835.687500 Penalty: 2892.368164
	Iteration 19Q: 3 clusters Score -863835.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -863854.875000 Penalty: 2892.368164
	Iteration 20F: 3 clusters Score -863854.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -863868.000000 Penalty: 2892.368164
	Iteration 21Q: 3 clusters Score -863868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -863890.250000 Penalty: 2892.368164
	Iteration 22Q: 3 clusters Score -863890.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -863900.937500 Penalty: 2892.368164
	Iteration 23Q: 3 clusters Score -863900.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -863915.375000 Penalty: 2892.368164
	Iteration 24Q: 3 clusters Score -863915.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -863929.250000 Penalty: 2892.368164
	Iteration 25Q: 3 clusters Score -863929.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -863938.937500 Penalty: 2892.368164
	Iteration 26Q: 3 clusters Score -863938.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -863951.125000 Penalty: 2892.368164
	Iteration 27Q: 3 clusters Score -863951.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -863959.875000 Penalty: 2892.368164
	Iteration 28Q: 3 clusters Score -863959.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -863963.750000 Penalty: 2892.368164
	Iteration 29Q: 3 clusters Score -863963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -863965.312500 Penalty: 2892.368164
	Iteration 30Q: 3 clusters Score -863965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -863967.937500 Penalty: 2892.368164
	Iteration 31Q: 3 clusters Score -863967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -863969.562500 Penalty: 2892.368164
	Iteration 32Q: 3 clusters Score -863969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -863969.750000 Penalty: 2892.368164
	Iteration 33Q: 3 clusters Score -863969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -863972.312500 Penalty: 2892.368164
	Iteration 34Q: 3 clusters Score -863972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -863972.687500 Penalty: 2892.368164
	Iteration 35Q: 3 clusters Score -863972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -863973.687500 Penalty: 2892.368164
	Iteration 36Q: 3 clusters Score -863973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -863974.062500 Penalty: 2892.368164
	Iteration 37Q: 3 clusters Score -863974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -863977.687500 Penalty: 2892.368164
	Iteration 38Q: 3 clusters Score -863977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -863978.312500 Penalty: 2892.368164
	Iteration 39Q: 3 clusters Score -863978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -863978.750000 Penalty: 2892.368164
	Iteration 40F: 3 clusters Score -863978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -863978.937500 Penalty: 2892.368164
	Iteration 41Q: 3 clusters Score -863978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -863979.375000 Penalty: 2892.368164
	Iteration 42Q: 3 clusters Score -863979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -863978.937500 Penalty: 2892.368164
	Iteration 43Q: 3 clusters Score -863978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -863979.437500 Penalty: 2892.368164
	Iteration 44Q: 3 clusters Score -863979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -863979.750000 Penalty: 2892.368164
	Iteration 45Q: 3 clusters Score -863979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -863980.875000 Penalty: 2892.368164
	Iteration 46Q: 3 clusters Score -863980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -863981.375000 Penalty: 2892.368164
	Iteration 47Q: 3 clusters Score -863981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -863982.000000 Penalty: 2892.368164
	Iteration 48Q: 3 clusters Score -863982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -863982.000000 Penalty: 2892.368164
	Iteration 49F: 3 clusters Score -863982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -326259.031250 Penalty: 1285.232300
	Iteration 0F: 2 clusters Score -326259 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 1367 members 
Entering Unmasked Estep 
Score: -323707.531250 Penalty: 2570.464600
	Iteration 0F: 3 clusters Score -323707.5 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -324424.468750 Penalty: 2570.464600
	Iteration 1F: 3 clusters Score -324424.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -324638.562500 Penalty: 2570.464600
	Iteration 2F: 3 clusters Score -324638.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -324784.406250 Penalty: 2570.464600
	Iteration 3F: 3 clusters Score -324784.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -324938.437500 Penalty: 2570.464600
	Iteration 4F: 3 clusters Score -324938.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -325088.156250 Penalty: 2570.464600
	Iteration 5Q: 3 clusters Score -325088.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -325221.750000 Penalty: 2570.464600
	Iteration 6Q: 3 clusters Score -325221.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -325341.343750 Penalty: 2570.464600
	Iteration 7Q: 3 clusters Score -325341.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325437.031250 Penalty: 2570.464600
	Iteration 8Q: 3 clusters Score -325437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -325487.843750 Penalty: 2570.464600
	Iteration 9Q: 3 clusters Score -325487.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325521.875000 Penalty: 2570.464600
	Iteration 10Q: 3 clusters Score -325521.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -325543.812500 Penalty: 2570.464600
	Iteration 11Q: 3 clusters Score -325543.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -325564.906250 Penalty: 2570.464600
	Iteration 12Q: 3 clusters Score -325564.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -325579.000000 Penalty: 2570.464600
	Iteration 13Q: 3 clusters Score -325579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -325583.750000 Penalty: 2570.464600
	Iteration 14Q: 3 clusters Score -325583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325585.531250 Penalty: 2570.464600
	Iteration 15Q: 3 clusters Score -325585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -325587.343750 Penalty: 2570.464600
	Iteration 16Q: 3 clusters Score -325587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -325589.718750 Penalty: 2570.464600
	Iteration 17Q: 3 clusters Score -325589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -325594.843750 Penalty: 2570.464600
	Iteration 18Q: 3 clusters Score -325594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -325596.437500 Penalty: 2570.464600
	Iteration 19Q: 3 clusters Score -325596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325596.968750 Penalty: 2570.464600
	Iteration 20F: 3 clusters Score -325597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325598.500000 Penalty: 2570.464600
	Iteration 21Q: 3 clusters Score -325598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -325599.875000 Penalty: 2570.464600
	Iteration 22Q: 3 clusters Score -325599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -325600.781250 Penalty: 2570.464600
	Iteration 23Q: 3 clusters Score -325600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325601.000000 Penalty: 2570.464600
	Iteration 24Q: 3 clusters Score -325601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325601.000000 Penalty: 2570.464600
	Iteration 25F: 3 clusters Score -325601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Entering Unmasked Estep 
Score: -6007084.500000 Penalty: 1749.800049
	Iteration 0F: 2 clusters Score -6007084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -5975280.000000 Penalty: 3499.600098
	Iteration 0F: 3 clusters Score -5975280 nChanged 22205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -5988112.500000 Penalty: 3499.600098
	Iteration 1F: 3 clusters Score -5988112 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5988883.000000 Penalty: 3499.600098
	Iteration 2Q: 3 clusters Score -5988883 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -5989811.500000 Penalty: 3499.600098
	Iteration 3Q: 3 clusters Score -5989812 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5991026.000000 Penalty: 3499.600098
	Iteration 4Q: 3 clusters Score -5991026 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -5992750.500000 Penalty: 3499.600098
	Iteration 5F: 3 clusters Score -5992750 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -5994919.000000 Penalty: 3499.600098
	Iteration 6F: 3 clusters Score -5994919 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -5997209.000000 Penalty: 3499.600098
	Iteration 7F: 3 clusters Score -5997209 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5999599.000000 Penalty: 3499.600098
	Iteration 8F: 3 clusters Score -5999599 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -6001745.000000 Penalty: 3499.600098
	Iteration 9F: 3 clusters Score -6001745 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -6003398.000000 Penalty: 3499.600098
	Iteration 10Q: 3 clusters Score -6003398 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -6004347.000000 Penalty: 3499.600098
	Iteration 11Q: 3 clusters Score -6004347 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -6004873.000000 Penalty: 3499.600098
	Iteration 12Q: 3 clusters Score -6004873 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -6005182.000000 Penalty: 3499.600098
	Iteration 13Q: 3 clusters Score -6005182 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -6005327.500000 Penalty: 3499.600098
	Iteration 14Q: 3 clusters Score -6005328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -6005410.500000 Penalty: 3499.600098
	Iteration 15Q: 3 clusters Score -6005410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -6005472.500000 Penalty: 3499.600098
	Iteration 16Q: 3 clusters Score -6005472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -6005534.500000 Penalty: 3499.600098
	Iteration 17Q: 3 clusters Score -6005534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6005576.000000 Penalty: 3499.600098
	Iteration 18Q: 3 clusters Score -6005576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -6005585.500000 Penalty: 3499.600098
	Iteration 19Q: 3 clusters Score -6005586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6005598.500000 Penalty: 3499.600098
	Iteration 20F: 3 clusters Score -6005598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6005610.500000 Penalty: 3499.600098
	Iteration 21Q: 3 clusters Score -6005610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6005614.500000 Penalty: 3499.600098
	Iteration 22Q: 3 clusters Score -6005614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -6005623.000000 Penalty: 3499.600098
	Iteration 23Q: 3 clusters Score -6005623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -6005625.000000 Penalty: 3499.600098
	Iteration 24Q: 3 clusters Score -6005625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -6005625.000000 Penalty: 3499.600098
	Iteration 25F: 3 clusters Score -6005625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (106302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Entering Unmasked Estep 
Score: -13510810.000000 Penalty: 1880.781372
	Iteration 0F: 2 clusters Score -1.351081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -13440903.000000 Penalty: 3761.562744
	Iteration 0F: 3 clusters Score -1.34409e+07 nChanged 50829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -13469805.000000 Penalty: 3761.562744
	Iteration 1F: 3 clusters Score -1.34698e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -13470653.000000 Penalty: 3761.562744
	Iteration 2Q: 3 clusters Score -1.347065e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -13471674.000000 Penalty: 3761.562744
	Iteration 3Q: 3 clusters Score -1.347167e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -13473190.000000 Penalty: 3761.562744
	Iteration 4Q: 3 clusters Score -1.347319e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -13475616.000000 Penalty: 3761.562744
	Iteration 5Q: 3 clusters Score -1.347562e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -13479492.000000 Penalty: 3761.562744
	Iteration 6F: 3 clusters Score -1.347949e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -13485027.000000 Penalty: 3761.562744
	Iteration 7F: 3 clusters Score -1.348503e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -13492552.000000 Penalty: 3761.562744
	Iteration 8F: 3 clusters Score -1.349255e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -13499863.000000 Penalty: 3761.562744
	Iteration 9F: 3 clusters Score -1.349986e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -13505118.000000 Penalty: 3761.562744
	Iteration 10F: 3 clusters Score -1.350512e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -13507705.000000 Penalty: 3761.562744
	Iteration 11Q: 3 clusters Score -1.35077e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13508636.000000 Penalty: 3761.562744
	Iteration 12Q: 3 clusters Score -1.350864e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13509075.000000 Penalty: 3761.562744
	Iteration 13Q: 3 clusters Score -1.350908e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13509227.000000 Penalty: 3761.562744
	Iteration 14Q: 3 clusters Score -1.350923e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13509293.000000 Penalty: 3761.562744
	Iteration 15Q: 3 clusters Score -1.350929e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13509310.000000 Penalty: 3761.562744
	Iteration 16Q: 3 clusters Score -1.350931e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13509338.000000 Penalty: 3761.562744
	Iteration 17Q: 3 clusters Score -1.350934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13509368.000000 Penalty: 3761.562744
	Iteration 18Q: 3 clusters Score -1.350937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13509371.000000 Penalty: 3761.562744
	Iteration 19Q: 3 clusters Score -1.350937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13509379.000000 Penalty: 3761.562744
	Iteration 20F: 3 clusters Score -1.350938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -13509373.000000 Penalty: 3761.562744
	Iteration 21Q: 3 clusters Score -1.350937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13509370.000000 Penalty: 3761.562744
	Iteration 22Q: 3 clusters Score -1.350937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -13509383.000000 Penalty: 3761.562744
	Iteration 23Q: 3 clusters Score -1.350938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13509374.000000 Penalty: 3761.562744
	Iteration 24Q: 3 clusters Score -1.350937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13509385.000000 Penalty: 3761.562744
	Iteration 25Q: 3 clusters Score -1.350938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13509388.000000 Penalty: 3761.562744
	Iteration 26Q: 3 clusters Score -1.350939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13509395.000000 Penalty: 3761.562744
	Iteration 27Q: 3 clusters Score -1.35094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13509400.000000 Penalty: 3761.562744
	Iteration 28Q: 3 clusters Score -1.35094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13509402.000000 Penalty: 3761.562744
	Iteration 29Q: 3 clusters Score -1.35094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105935 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13509401.000000 Penalty: 3761.562744
	Iteration 30Q: 3 clusters Score -1.35094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13509399.000000 Penalty: 3761.562744
	Iteration 31Q: 3 clusters Score -1.35094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13509399.000000 Penalty: 3761.562744
	Iteration 32F: 3 clusters Score -1.35094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Entering Unmasked Estep 
Score: -9716639.000000 Penalty: 1831.718506
	Iteration 0F: 2 clusters Score -9716639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9664382.000000 Penalty: 3663.437012
	Iteration 0F: 3 clusters Score -9664382 nChanged 37466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -9685991.000000 Penalty: 3663.437012
	Iteration 1F: 3 clusters Score -9685991 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -9686954.000000 Penalty: 3663.437012
	Iteration 2Q: 3 clusters Score -9686954 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -9688434.000000 Penalty: 3663.437012
	Iteration 3Q: 3 clusters Score -9688434 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -9690854.000000 Penalty: 3663.437012
	Iteration 4F: 3 clusters Score -9690854 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -9694280.000000 Penalty: 3663.437012
	Iteration 5F: 3 clusters Score -9694280 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -9698484.000000 Penalty: 3663.437012
	Iteration 6F: 3 clusters Score -9698484 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -9702725.000000 Penalty: 3663.437012
	Iteration 7F: 3 clusters Score -9702725 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -9706723.000000 Penalty: 3663.437012
	Iteration 8F: 3 clusters Score -9706723 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -9710134.000000 Penalty: 3663.437012
	Iteration 9Q: 3 clusters Score -9710134 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -9712755.000000 Penalty: 3663.437012
	Iteration 10Q: 3 clusters Score -9712755 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9714316.000000 Penalty: 3663.437012
	Iteration 11Q: 3 clusters Score -9714316 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9715034.000000 Penalty: 3663.437012
	Iteration 12Q: 3 clusters Score -9715034 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9715361.000000 Penalty: 3663.437012
	Iteration 13Q: 3 clusters Score -9715361 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9715559.000000 Penalty: 3663.437012
	Iteration 14Q: 3 clusters Score -9715559 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -9715692.000000 Penalty: 3663.437012
	Iteration 15Q: 3 clusters Score -9715692 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9715764.000000 Penalty: 3663.437012
	Iteration 16Q: 3 clusters Score -9715764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9715804.000000 Penalty: 3663.437012
	Iteration 17Q: 3 clusters Score -9715804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9715808.000000 Penalty: 3663.437012
	Iteration 18Q: 3 clusters Score -9715808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9715829.000000 Penalty: 3663.437012
	Iteration 19Q: 3 clusters Score -9715829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9715837.000000 Penalty: 3663.437012
	Iteration 20F: 3 clusters Score -9715837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9715842.000000 Penalty: 3663.437012
	Iteration 21Q: 3 clusters Score -9715842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9715856.000000 Penalty: 3663.437012
	Iteration 22Q: 3 clusters Score -9715856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9715863.000000 Penalty: 3663.437012
	Iteration 23Q: 3 clusters Score -9715863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9715859.000000 Penalty: 3663.437012
	Iteration 24Q: 3 clusters Score -9715859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9715853.000000 Penalty: 3663.437012
	Iteration 25Q: 3 clusters Score -9715853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9715855.000000 Penalty: 3663.437012
	Iteration 26Q: 3 clusters Score -9715855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9715871.000000 Penalty: 3663.437012
	Iteration 27Q: 3 clusters Score -9715871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9715871.000000 Penalty: 3663.437012
	Iteration 28Q: 3 clusters Score -9715871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9715865.000000 Penalty: 3663.437012
	Iteration 29Q: 3 clusters Score -9715865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9715867.000000 Penalty: 3663.437012
	Iteration 30Q: 3 clusters Score -9715867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9715872.000000 Penalty: 3663.437012
	Iteration 31Q: 3 clusters Score -9715872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9715872.000000 Penalty: 3663.437012
	Iteration 32Q: 3 clusters Score -9715872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9715874.000000 Penalty: 3663.437012
	Iteration 33Q: 3 clusters Score -9715874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9715882.000000 Penalty: 3663.437012
	Iteration 34Q: 3 clusters Score -9715882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9715875.000000 Penalty: 3663.437012
	Iteration 35Q: 3 clusters Score -9715875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9715885.000000 Penalty: 3663.437012
	Iteration 36Q: 3 clusters Score -9715885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9715892.000000 Penalty: 3663.437012
	Iteration 37Q: 3 clusters Score -9715892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9715896.000000 Penalty: 3663.437012
	Iteration 38Q: 3 clusters Score -9715896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9715893.000000 Penalty: 3663.437012
	Iteration 39Q: 3 clusters Score -9715893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9715898.000000 Penalty: 3663.437012
	Iteration 40F: 3 clusters Score -9715898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9715897.000000 Penalty: 3663.437012
	Iteration 41Q: 3 clusters Score -9715897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9715896.000000 Penalty: 3663.437012
	Iteration 42Q: 3 clusters Score -9715896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9715898.000000 Penalty: 3663.437012
	Iteration 43Q: 3 clusters Score -9715898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9715896.000000 Penalty: 3663.437012
	Iteration 44Q: 3 clusters Score -9715896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9715902.000000 Penalty: 3663.437012
	Iteration 45Q: 3 clusters Score -9715902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9715903.000000 Penalty: 3663.437012
	Iteration 46Q: 3 clusters Score -9715903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9715901.000000 Penalty: 3663.437012
	Iteration 47Q: 3 clusters Score -9715901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9715899.000000 Penalty: 3663.437012
	Iteration 48Q: 3 clusters Score -9715899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9715897.000000 Penalty: 3663.437012
	Iteration 49Q: 3 clusters Score -9715897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9715896.000000 Penalty: 3663.437012
	Iteration 50Q: 3 clusters Score -9715896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9715898.000000 Penalty: 3663.437012
	Iteration 51Q: 3 clusters Score -9715898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9715897.000000 Penalty: 3663.437012
	Iteration 52Q: 3 clusters Score -9715897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9715894.000000 Penalty: 3663.437012
	Iteration 53Q: 3 clusters Score -9715894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9715889.000000 Penalty: 3663.437012
	Iteration 54Q: 3 clusters Score -9715889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9715888.000000 Penalty: 3663.437012
	Iteration 55Q: 3 clusters Score -9715888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9715887.000000 Penalty: 3663.437012
	Iteration 56Q: 3 clusters Score -9715887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9715889.000000 Penalty: 3663.437012
	Iteration 57Q: 3 clusters Score -9715889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9715885.000000 Penalty: 3663.437012
	Iteration 58Q: 3 clusters Score -9715885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9715886.000000 Penalty: 3663.437012
	Iteration 59Q: 3 clusters Score -9715886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9715885.000000 Penalty: 3663.437012
	Iteration 60F: 3 clusters Score -9715885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -251310.890625 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -251310.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249155.312500 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -249155.3 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -249672.453125 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -249672.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249828.968750 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -249829 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249926.796875 Penalty: 2484.131836
	Iteration 3F: 3 clusters Score -249926.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -249998.265625 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -249998.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -250062.515625 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -250062.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -250130.921875 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -250130.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -250201.562500 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -250201.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -250251.609375 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -250251.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -250305.421875 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -250305.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -250374.187500 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -250374.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -250436.062500 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -250436.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -250523.328125 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -250523.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -250574.078125 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -250574.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -250626.421875 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -250626.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -250657.703125 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -250657.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -250676.937500 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -250676.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -250703.875000 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -250703.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -250726.140625 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -250726.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -250747.140625 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -250747.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -250771.906250 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -250771.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -250787.671875 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -250787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -250794.468750 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -250794.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -250799.578125 Penalty: 2484.131836
	Iteration 23Q: 3 clusters Score -250799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -250801.484375 Penalty: 2484.131836
	Iteration 24Q: 3 clusters Score -250801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -250804.062500 Penalty: 2484.131836
	Iteration 25Q: 3 clusters Score -250804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -250804.062500 Penalty: 2484.131836
	Iteration 26F: 3 clusters Score -250804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -144758.937500 Penalty: 1164.392700
	Iteration 0F: 2 clusters Score -144758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -143168.093750 Penalty: 2328.785400
	Iteration 0F: 3 clusters Score -143168.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -143625.937500 Penalty: 2328.785400
	Iteration 1F: 3 clusters Score -143625.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -143832.484375 Penalty: 2328.785400
	Iteration 2F: 3 clusters Score -143832.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -143986.078125 Penalty: 2328.785400
	Iteration 3F: 3 clusters Score -143986.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -144137.906250 Penalty: 2328.785400
	Iteration 4F: 3 clusters Score -144137.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144286.328125 Penalty: 2328.785400
	Iteration 5F: 3 clusters Score -144286.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -144379.093750 Penalty: 2328.785400
	Iteration 6Q: 3 clusters Score -144379.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -144418.906250 Penalty: 2328.785400
	Iteration 7Q: 3 clusters Score -144418.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -144446.625000 Penalty: 2328.785400
	Iteration 8Q: 3 clusters Score -144446.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -144468.937500 Penalty: 2328.785400
	Iteration 9Q: 3 clusters Score -144468.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144486.703125 Penalty: 2328.785400
	Iteration 10Q: 3 clusters Score -144486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -144491.484375 Penalty: 2328.785400
	Iteration 11Q: 3 clusters Score -144491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -144499.734375 Penalty: 2328.785400
	Iteration 12Q: 3 clusters Score -144499.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144512.281250 Penalty: 2328.785400
	Iteration 13Q: 3 clusters Score -144512.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144531.265625 Penalty: 2328.785400
	Iteration 14Q: 3 clusters Score -144531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -144544.984375 Penalty: 2328.785400
	Iteration 15Q: 3 clusters Score -144545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144555.750000 Penalty: 2328.785400
	Iteration 16Q: 3 clusters Score -144555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -144559.203125 Penalty: 2328.785400
	Iteration 17Q: 3 clusters Score -144559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144563.609375 Penalty: 2328.785400
	Iteration 18Q: 3 clusters Score -144563.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -144571.671875 Penalty: 2328.785400
	Iteration 19Q: 3 clusters Score -144571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -144577.953125 Penalty: 2328.785400
	Iteration 20F: 3 clusters Score -144578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -144579.718750 Penalty: 2328.785400
	Iteration 21Q: 3 clusters Score -144579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -144580.515625 Penalty: 2328.785400
	Iteration 22Q: 3 clusters Score -144580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144587.421875 Penalty: 2328.785400
	Iteration 23Q: 3 clusters Score -144587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144593.546875 Penalty: 2328.785400
	Iteration 24Q: 3 clusters Score -144593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -144600.968750 Penalty: 2328.785400
	Iteration 25Q: 3 clusters Score -144601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144603.421875 Penalty: 2328.785400
	Iteration 26Q: 3 clusters Score -144603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144605.593750 Penalty: 2328.785400
	Iteration 27Q: 3 clusters Score -144605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144605.593750 Penalty: 2328.785400
	Iteration 28F: 3 clusters Score -144605.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -60619.796875 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -60619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59531.722656 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -59531.72 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59789.574219 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -59789.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59918.714844 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -59918.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60013.445312 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -60013.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60098.796875 Penalty: 2088.608643
	Iteration 4F: 3 clusters Score -60098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60142.210938 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -60142.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60182.226562 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -60182.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60219.203125 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -60219.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60241.253906 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -60241.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60260.144531 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -60260.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60289.339844 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -60289.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60303.554688 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -60303.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60310.875000 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -60310.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60319.175781 Penalty: 2088.608643
	Iteration 13Q: 3 clusters Score -60319.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60343.316406 Penalty: 2088.608643
	Iteration 14Q: 3 clusters Score -60343.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60355.421875 Penalty: 2088.608643
	Iteration 15Q: 3 clusters Score -60355.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60364.402344 Penalty: 2088.608643
	Iteration 16Q: 3 clusters Score -60364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60365.949219 Penalty: 2088.608643
	Iteration 17Q: 3 clusters Score -60365.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60368.531250 Penalty: 2088.608643
	Iteration 18F: 3 clusters Score -60368.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60384.597656 Penalty: 2088.608643
	Iteration 19Q: 3 clusters Score -60384.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60403.843750 Penalty: 2088.608643
	Iteration 20F: 3 clusters Score -60403.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60445.363281 Penalty: 2088.608643
	Iteration 21Q: 3 clusters Score -60445.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60564.738281 Penalty: 2088.608643
	Iteration 22Q: 3 clusters Score -60564.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60642.132812 Penalty: 2088.608643
	Iteration 23Q: 3 clusters Score -60642.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60687.003906 Penalty: 2088.608643
	Iteration 24Q: 3 clusters Score -60687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60722.851562 Penalty: 2088.608643
	Iteration 25Q: 3 clusters Score -60722.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60775.941406 Penalty: 2088.608643
	Iteration 26Q: 3 clusters Score -60775.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60804.582031 Penalty: 2088.608643
	Iteration 27Q: 3 clusters Score -60804.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60844.000000 Penalty: 2088.608643
	Iteration 28Q: 3 clusters Score -60844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60851.996094 Penalty: 2088.608643
	Iteration 29Q: 3 clusters Score -60852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60855.925781 Penalty: 2088.608643
	Iteration 30Q: 3 clusters Score -60855.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60861.183594 Penalty: 2088.608643
	Iteration 31Q: 3 clusters Score -60861.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60877.777344 Penalty: 2088.608643
	Iteration 32F: 3 clusters Score -60877.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60901.765625 Penalty: 2088.608643
	Iteration 33Q: 3 clusters Score -60901.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60913.480469 Penalty: 2088.608643
	Iteration 34Q: 3 clusters Score -60913.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60926.480469 Penalty: 2088.608643
	Iteration 35Q: 3 clusters Score -60926.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60979.273438 Penalty: 2088.608643
	Iteration 36Q: 3 clusters Score -60979.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60984.988281 Penalty: 2088.608643
	Iteration 37Q: 3 clusters Score -60984.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60987.640625 Penalty: 2088.608643
	Iteration 38Q: 3 clusters Score -60987.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60987.640625 Penalty: 2088.608643
	Iteration 39F: 3 clusters Score -60987.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 114200 members 
Mstep: Class 7 contains 102669 members 
Mstep: Class 8 contains 63227 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 47477 members 
Mstep: Class 17 contains 106302 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 110952 members 
Mstep: Class 23 contains 98181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62400 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 33966 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 122466 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 16633 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5192 members 
Mstep: Class 40 contains 265 members 
Entering Unmasked Estep 
Score: -141724896.000000 Penalty: 90746.617188
Splitting cluster 21 changes total score from -141724656.000000 to -141724896.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (110952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Entering Unmasked Estep 
Score: -13902635.000000 Penalty: 1887.738525
	Iteration 0F: 2 clusters Score -1.390264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -13830622.000000 Penalty: 3775.477051
	Iteration 0F: 3 clusters Score -1.383062e+07 nChanged 53099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -13861021.000000 Penalty: 3775.477051
	Iteration 1F: 3 clusters Score -1.386102e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -13861961.000000 Penalty: 3775.477051
	Iteration 2Q: 3 clusters Score -1.386196e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -13863281.000000 Penalty: 3775.477051
	Iteration 3Q: 3 clusters Score -1.386328e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -13865442.000000 Penalty: 3775.477051
	Iteration 4Q: 3 clusters Score -1.386544e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -13868911.000000 Penalty: 3775.477051
	Iteration 5F: 3 clusters Score -1.386891e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -13873610.000000 Penalty: 3775.477051
	Iteration 6F: 3 clusters Score -1.387361e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -13879124.000000 Penalty: 3775.477051
	Iteration 7F: 3 clusters Score -1.387912e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -13884818.000000 Penalty: 3775.477051
	Iteration 8F: 3 clusters Score -1.388482e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -13889765.000000 Penalty: 3775.477051
	Iteration 9F: 3 clusters Score -1.388976e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -13893130.000000 Penalty: 3775.477051
	Iteration 10Q: 3 clusters Score -1.389313e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -13895343.000000 Penalty: 3775.477051
	Iteration 11Q: 3 clusters Score -1.389534e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -13896647.000000 Penalty: 3775.477051
	Iteration 12Q: 3 clusters Score -1.389665e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -13897729.000000 Penalty: 3775.477051
	Iteration 13Q: 3 clusters Score -1.389773e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -13898640.000000 Penalty: 3775.477051
	Iteration 14Q: 3 clusters Score -1.389864e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -13899469.000000 Penalty: 3775.477051
	Iteration 15Q: 3 clusters Score -1.389947e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -13900204.000000 Penalty: 3775.477051
	Iteration 16Q: 3 clusters Score -1.39002e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -13900789.000000 Penalty: 3775.477051
	Iteration 17Q: 3 clusters Score -1.390079e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -13901247.000000 Penalty: 3775.477051
	Iteration 18Q: 3 clusters Score -1.390125e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -13901690.000000 Penalty: 3775.477051
	Iteration 19Q: 3 clusters Score -1.390169e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -13902034.000000 Penalty: 3775.477051
	Iteration 20F: 3 clusters Score -1.390203e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -13902293.000000 Penalty: 3775.477051
	Iteration 21Q: 3 clusters Score -1.390229e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -13902534.000000 Penalty: 3775.477051
	Iteration 22Q: 3 clusters Score -1.390253e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -13902753.000000 Penalty: 3775.477051
	Iteration 23Q: 3 clusters Score -1.390275e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -13902937.000000 Penalty: 3775.477051
	Iteration 24Q: 3 clusters Score -1.390294e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100914 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -13903085.000000 Penalty: 3775.477051
	Iteration 25Q: 3 clusters Score -1.390308e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101686 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -13903180.000000 Penalty: 3775.477051
	Iteration 26Q: 3 clusters Score -1.390318e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -13903229.000000 Penalty: 3775.477051
	Iteration 27Q: 3 clusters Score -1.390323e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -13903330.000000 Penalty: 3775.477051
	Iteration 28Q: 3 clusters Score -1.390333e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -13903444.000000 Penalty: 3775.477051
	Iteration 29Q: 3 clusters Score -1.390344e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -13903455.000000 Penalty: 3775.477051
	Iteration 30Q: 3 clusters Score -1.390346e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -13903535.000000 Penalty: 3775.477051
	Iteration 31Q: 3 clusters Score -1.390354e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -13903457.000000 Penalty: 3775.477051
	Iteration 32Q: 3 clusters Score -1.390346e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -13903457.000000 Penalty: 3775.477051
	Iteration 33Q: 3 clusters Score -1.390346e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -13903418.000000 Penalty: 3775.477051
	Iteration 34Q: 3 clusters Score -1.390342e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -13903402.000000 Penalty: 3775.477051
	Iteration 35Q: 3 clusters Score -1.39034e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -13903368.000000 Penalty: 3775.477051
	Iteration 36Q: 3 clusters Score -1.390337e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -13903306.000000 Penalty: 3775.477051
	Iteration 37Q: 3 clusters Score -1.390331e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13903275.000000 Penalty: 3775.477051
	Iteration 38Q: 3 clusters Score -1.390328e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -13903263.000000 Penalty: 3775.477051
	Iteration 39Q: 3 clusters Score -1.390326e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107677 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -13903246.000000 Penalty: 3775.477051
	Iteration 40F: 3 clusters Score -1.390325e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -13903209.000000 Penalty: 3775.477051
	Iteration 41Q: 3 clusters Score -1.390321e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13903164.000000 Penalty: 3775.477051
	Iteration 42Q: 3 clusters Score -1.390316e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -13903142.000000 Penalty: 3775.477051
	Iteration 43Q: 3 clusters Score -1.390314e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -13903126.000000 Penalty: 3775.477051
	Iteration 44Q: 3 clusters Score -1.390313e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13903109.000000 Penalty: 3775.477051
	Iteration 45Q: 3 clusters Score -1.390311e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13903084.000000 Penalty: 3775.477051
	Iteration 46Q: 3 clusters Score -1.390308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108299 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -13903074.000000 Penalty: 3775.477051
	Iteration 47Q: 3 clusters Score -1.390307e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -13903073.000000 Penalty: 3775.477051
	Iteration 48Q: 3 clusters Score -1.390307e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13903049.000000 Penalty: 3775.477051
	Iteration 49Q: 3 clusters Score -1.390305e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108406 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -13903039.000000 Penalty: 3775.477051
	Iteration 50Q: 3 clusters Score -1.390304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13903039.000000 Penalty: 3775.477051
	Iteration 51Q: 3 clusters Score -1.390304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -13903014.000000 Penalty: 3775.477051
	Iteration 52Q: 3 clusters Score -1.390301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -13902998.000000 Penalty: 3775.477051
	Iteration 53Q: 3 clusters Score -1.3903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -13902987.000000 Penalty: 3775.477051
	Iteration 54Q: 3 clusters Score -1.390299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13902976.000000 Penalty: 3775.477051
	Iteration 55Q: 3 clusters Score -1.390298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13902988.000000 Penalty: 3775.477051
	Iteration 56Q: 3 clusters Score -1.390299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -13902991.000000 Penalty: 3775.477051
	Iteration 57Q: 3 clusters Score -1.390299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -13902992.000000 Penalty: 3775.477051
	Iteration 58Q: 3 clusters Score -1.390299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -13902988.000000 Penalty: 3775.477051
	Iteration 59Q: 3 clusters Score -1.390299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -13902993.000000 Penalty: 3775.477051
	Iteration 60F: 3 clusters Score -1.390299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13902993.000000 Penalty: 3775.477051
	Iteration 61Q: 3 clusters Score -1.390299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108610 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -13902986.000000 Penalty: 3775.477051
	Iteration 62Q: 3 clusters Score -1.390299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108619 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13902974.000000 Penalty: 3775.477051
	Iteration 63Q: 3 clusters Score -1.390297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -13902969.000000 Penalty: 3775.477051
	Iteration 64Q: 3 clusters Score -1.390297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -13902964.000000 Penalty: 3775.477051
	Iteration 65Q: 3 clusters Score -1.390296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13902962.000000 Penalty: 3775.477051
	Iteration 66Q: 3 clusters Score -1.390296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13902950.000000 Penalty: 3775.477051
	Iteration 67Q: 3 clusters Score -1.390295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -13902959.000000 Penalty: 3775.477051
	Iteration 68Q: 3 clusters Score -1.390296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -13902936.000000 Penalty: 3775.477051
	Iteration 69Q: 3 clusters Score -1.390294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13902937.000000 Penalty: 3775.477051
	Iteration 70Q: 3 clusters Score -1.390294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108674 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13902939.000000 Penalty: 3775.477051
	Iteration 71Q: 3 clusters Score -1.390294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -13902928.000000 Penalty: 3775.477051
	Iteration 72Q: 3 clusters Score -1.390293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13902938.000000 Penalty: 3775.477051
	Iteration 73Q: 3 clusters Score -1.390294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13902938.000000 Penalty: 3775.477051
	Iteration 74Q: 3 clusters Score -1.390294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13902942.000000 Penalty: 3775.477051
	Iteration 75Q: 3 clusters Score -1.390294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13902942.000000 Penalty: 3775.477051
	Iteration 76Q: 3 clusters Score -1.390294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -13902936.000000 Penalty: 3775.477051
	Iteration 77Q: 3 clusters Score -1.390294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13902934.000000 Penalty: 3775.477051
	Iteration 78Q: 3 clusters Score -1.390293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -13902924.000000 Penalty: 3775.477051
	Iteration 79Q: 3 clusters Score -1.390292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108735 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -13902921.000000 Penalty: 3775.477051
	Iteration 80F: 3 clusters Score -1.390292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -13902917.000000 Penalty: 3775.477051
	Iteration 81Q: 3 clusters Score -1.390292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -13902917.000000 Penalty: 3775.477051
	Iteration 82Q: 3 clusters Score -1.390292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -13902908.000000 Penalty: 3775.477051
	Iteration 83Q: 3 clusters Score -1.390291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -13902905.000000 Penalty: 3775.477051
	Iteration 84Q: 3 clusters Score -1.39029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -13902894.000000 Penalty: 3775.477051
	Iteration 85Q: 3 clusters Score -1.390289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -13902887.000000 Penalty: 3775.477051
	Iteration 86Q: 3 clusters Score -1.390289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -13902889.000000 Penalty: 3775.477051
	Iteration 87Q: 3 clusters Score -1.390289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13902884.000000 Penalty: 3775.477051
	Iteration 88Q: 3 clusters Score -1.390288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13902888.000000 Penalty: 3775.477051
	Iteration 89Q: 3 clusters Score -1.390289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -13902870.000000 Penalty: 3775.477051
	Iteration 90Q: 3 clusters Score -1.390287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -13902866.000000 Penalty: 3775.477051
	Iteration 91Q: 3 clusters Score -1.390287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13902861.000000 Penalty: 3775.477051
	Iteration 92Q: 3 clusters Score -1.390286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -13902852.000000 Penalty: 3775.477051
	Iteration 93Q: 3 clusters Score -1.390285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13902861.000000 Penalty: 3775.477051
	Iteration 94Q: 3 clusters Score -1.390286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -13902860.000000 Penalty: 3775.477051
	Iteration 95Q: 3 clusters Score -1.390286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13902854.000000 Penalty: 3775.477051
	Iteration 96Q: 3 clusters Score -1.390285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13902846.000000 Penalty: 3775.477051
	Iteration 97Q: 3 clusters Score -1.390285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -13902841.000000 Penalty: 3775.477051
	Iteration 98Q: 3 clusters Score -1.390284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13902840.000000 Penalty: 3775.477051
	Iteration 99Q: 3 clusters Score -1.390284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108938 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -13902833.000000 Penalty: 3775.477051
	Iteration 100F: 3 clusters Score -1.390283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13902833.000000 Penalty: 3775.477051
	Iteration 101Q: 3 clusters Score -1.390283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13902837.000000 Penalty: 3775.477051
	Iteration 102Q: 3 clusters Score -1.390284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13902838.000000 Penalty: 3775.477051
	Iteration 103Q: 3 clusters Score -1.390284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -13902840.000000 Penalty: 3775.477051
	Iteration 104Q: 3 clusters Score -1.390284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13902834.000000 Penalty: 3775.477051
	Iteration 105Q: 3 clusters Score -1.390283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13902829.000000 Penalty: 3775.477051
	Iteration 106Q: 3 clusters Score -1.390283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13902832.000000 Penalty: 3775.477051
	Iteration 107Q: 3 clusters Score -1.390283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13902833.000000 Penalty: 3775.477051
	Iteration 108Q: 3 clusters Score -1.390283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13902838.000000 Penalty: 3775.477051
	Iteration 109Q: 3 clusters Score -1.390284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13902838.000000 Penalty: 3775.477051
	Iteration 110F: 3 clusters Score -1.390284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 114200 members 
Mstep: Class 7 contains 102669 members 
Mstep: Class 8 contains 63227 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 47477 members 
Mstep: Class 17 contains 106302 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 108950 members 
Mstep: Class 23 contains 98181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62400 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 33966 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 122466 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 16633 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5192 members 
Mstep: Class 40 contains 265 members 
Mstep: Class 41 contains 2002 members 
Entering Unmasked Estep 
Score: -141725152.000000 Penalty: 93015.281250
Splitting cluster 22 changes total score from -141724656.000000 to -141725152.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (98181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Entering Unmasked Estep 
Score: -12421076.000000 Penalty: 1867.867310
	Iteration 0F: 2 clusters Score -1.242108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -12355696.000000 Penalty: 3735.734619
	Iteration 0F: 3 clusters Score -1.23557e+07 nChanged 46756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -12383143.000000 Penalty: 3735.734619
	Iteration 1F: 3 clusters Score -1.238314e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -12384126.000000 Penalty: 3735.734619
	Iteration 2Q: 3 clusters Score -1.238413e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -12385301.000000 Penalty: 3735.734619
	Iteration 3Q: 3 clusters Score -1.23853e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -12386809.000000 Penalty: 3735.734619
	Iteration 4Q: 3 clusters Score -1.238681e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -12389067.000000 Penalty: 3735.734619
	Iteration 5Q: 3 clusters Score -1.238907e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -12391945.000000 Penalty: 3735.734619
	Iteration 6F: 3 clusters Score -1.239194e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -12395780.000000 Penalty: 3735.734619
	Iteration 7F: 3 clusters Score -1.239578e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -12399884.000000 Penalty: 3735.734619
	Iteration 8F: 3 clusters Score -1.239988e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -12403359.000000 Penalty: 3735.734619
	Iteration 9F: 3 clusters Score -1.240336e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -12405476.000000 Penalty: 3735.734619
	Iteration 10Q: 3 clusters Score -1.240548e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -12406631.000000 Penalty: 3735.734619
	Iteration 11Q: 3 clusters Score -1.240663e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -12407194.000000 Penalty: 3735.734619
	Iteration 12Q: 3 clusters Score -1.240719e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -12407601.000000 Penalty: 3735.734619
	Iteration 13Q: 3 clusters Score -1.24076e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -12408004.000000 Penalty: 3735.734619
	Iteration 14Q: 3 clusters Score -1.2408e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -12408564.000000 Penalty: 3735.734619
	Iteration 15Q: 3 clusters Score -1.240856e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -12409049.000000 Penalty: 3735.734619
	Iteration 16Q: 3 clusters Score -1.240905e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -12409580.000000 Penalty: 3735.734619
	Iteration 17Q: 3 clusters Score -1.240958e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -12410208.000000 Penalty: 3735.734619
	Iteration 18Q: 3 clusters Score -1.241021e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -12410895.000000 Penalty: 3735.734619
	Iteration 19Q: 3 clusters Score -1.24109e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -12411561.000000 Penalty: 3735.734619
	Iteration 20F: 3 clusters Score -1.241156e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -12412344.000000 Penalty: 3735.734619
	Iteration 21Q: 3 clusters Score -1.241234e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -12413113.000000 Penalty: 3735.734619
	Iteration 22Q: 3 clusters Score -1.241311e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -12413888.000000 Penalty: 3735.734619
	Iteration 23Q: 3 clusters Score -1.241389e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -12414547.000000 Penalty: 3735.734619
	Iteration 24Q: 3 clusters Score -1.241455e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -12415289.000000 Penalty: 3735.734619
	Iteration 25Q: 3 clusters Score -1.241529e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -12415888.000000 Penalty: 3735.734619
	Iteration 26Q: 3 clusters Score -1.241589e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -12416522.000000 Penalty: 3735.734619
	Iteration 27Q: 3 clusters Score -1.241652e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -12417111.000000 Penalty: 3735.734619
	Iteration 28Q: 3 clusters Score -1.241711e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -12417580.000000 Penalty: 3735.734619
	Iteration 29Q: 3 clusters Score -1.241758e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -12417925.000000 Penalty: 3735.734619
	Iteration 30Q: 3 clusters Score -1.241792e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -12418238.000000 Penalty: 3735.734619
	Iteration 31Q: 3 clusters Score -1.241824e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -12418482.000000 Penalty: 3735.734619
	Iteration 32Q: 3 clusters Score -1.241848e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -12418707.000000 Penalty: 3735.734619
	Iteration 33Q: 3 clusters Score -1.241871e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -12418865.000000 Penalty: 3735.734619
	Iteration 34Q: 3 clusters Score -1.241886e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -12418986.000000 Penalty: 3735.734619
	Iteration 35Q: 3 clusters Score -1.241899e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -12419050.000000 Penalty: 3735.734619
	Iteration 36Q: 3 clusters Score -1.241905e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -12419142.000000 Penalty: 3735.734619
	Iteration 37Q: 3 clusters Score -1.241914e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -12419213.000000 Penalty: 3735.734619
	Iteration 38Q: 3 clusters Score -1.241921e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -12419240.000000 Penalty: 3735.734619
	Iteration 39Q: 3 clusters Score -1.241924e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -12419292.000000 Penalty: 3735.734619
	Iteration 40F: 3 clusters Score -1.241929e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -12419333.000000 Penalty: 3735.734619
	Iteration 41Q: 3 clusters Score -1.241933e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -12419340.000000 Penalty: 3735.734619
	Iteration 42Q: 3 clusters Score -1.241934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -12419348.000000 Penalty: 3735.734619
	Iteration 43Q: 3 clusters Score -1.241935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -12419389.000000 Penalty: 3735.734619
	Iteration 44Q: 3 clusters Score -1.241939e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 97527 members 
Entering Unmasked Estep 
Score: -12419398.000000 Penalty: 3735.734619
	Iteration 45Q: 3 clusters Score -1.24194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -12419399.000000 Penalty: 3735.734619
	Iteration 46Q: 3 clusters Score -1.24194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -12419412.000000 Penalty: 3735.734619
	Iteration 47Q: 3 clusters Score -1.241941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -12419414.000000 Penalty: 3735.734619
	Iteration 48Q: 3 clusters Score -1.241941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -12419437.000000 Penalty: 3735.734619
	Iteration 49Q: 3 clusters Score -1.241944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -12419451.000000 Penalty: 3735.734619
	Iteration 50Q: 3 clusters Score -1.241945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -12419463.000000 Penalty: 3735.734619
	Iteration 51Q: 3 clusters Score -1.241946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -12419460.000000 Penalty: 3735.734619
	Iteration 52Q: 3 clusters Score -1.241946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -12419464.000000 Penalty: 3735.734619
	Iteration 53Q: 3 clusters Score -1.241946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 97640 members 
Entering Unmasked Estep 
Score: -12419463.000000 Penalty: 3735.734619
	Iteration 54Q: 3 clusters Score -1.241946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -12419470.000000 Penalty: 3735.734619
	Iteration 55Q: 3 clusters Score -1.241947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -12419488.000000 Penalty: 3735.734619
	Iteration 56Q: 3 clusters Score -1.241949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -12419483.000000 Penalty: 3735.734619
	Iteration 57Q: 3 clusters Score -1.241948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -12419488.000000 Penalty: 3735.734619
	Iteration 58Q: 3 clusters Score -1.241949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -12419492.000000 Penalty: 3735.734619
	Iteration 59Q: 3 clusters Score -1.241949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -12419494.000000 Penalty: 3735.734619
	Iteration 60F: 3 clusters Score -1.241949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -23213.072266 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -23213.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22398.421875 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -22398.42 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22616.611328 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -22616.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22702.960938 Penalty: 1875.718262
	Iteration 2F: 3 clusters Score -22702.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22757.740234 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -22757.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22778.605469 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -22778.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22799.546875 Penalty: 1875.718262
	Iteration 5Q: 3 clusters Score -22799.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22810.656250 Penalty: 1875.718262
	Iteration 6Q: 3 clusters Score -22810.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22813.283203 Penalty: 1875.718262
	Iteration 7Q: 3 clusters Score -22813.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22814.572266 Penalty: 1875.718262
	Iteration 8F: 3 clusters Score -22814.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22858.785156 Penalty: 1875.718262
	Iteration 9Q: 3 clusters Score -22858.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22878.349609 Penalty: 1875.718262
	Iteration 10Q: 3 clusters Score -22878.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22915.007812 Penalty: 1875.718262
	Iteration 11Q: 3 clusters Score -22915.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22940.769531 Penalty: 1875.718262
	Iteration 12Q: 3 clusters Score -22940.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22949.705078 Penalty: 1875.718262
	Iteration 13Q: 3 clusters Score -22949.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22975.126953 Penalty: 1875.718262
	Iteration 14Q: 3 clusters Score -22975.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22991.769531 Penalty: 1875.718262
	Iteration 15Q: 3 clusters Score -22991.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23001.101562 Penalty: 1875.718262
	Iteration 16Q: 3 clusters Score -23001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23006.779297 Penalty: 1875.718262
	Iteration 17Q: 3 clusters Score -23006.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23012.537109 Penalty: 1875.718262
	Iteration 18Q: 3 clusters Score -23012.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23013.617188 Penalty: 1875.718262
	Iteration 19Q: 3 clusters Score -23013.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23018.230469 Penalty: 1875.718262
	Iteration 20F: 3 clusters Score -23018.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23033.599609 Penalty: 1875.718262
	Iteration 21Q: 3 clusters Score -23033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23055.468750 Penalty: 1875.718262
	Iteration 22Q: 3 clusters Score -23055.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23061.820312 Penalty: 1875.718262
	Iteration 23Q: 3 clusters Score -23061.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23061.820312 Penalty: 1875.718262
	Iteration 24F: 3 clusters Score -23061.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (62400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Entering Unmasked Estep 
Score: -7653279.000000 Penalty: 1794.214600
	Iteration 0F: 2 clusters Score -7653279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -7611547.500000 Penalty: 3588.429199
	Iteration 0F: 3 clusters Score -7611548 nChanged 29535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -7628280.500000 Penalty: 3588.429199
	Iteration 1F: 3 clusters Score -7628280 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7628877.500000 Penalty: 3588.429199
	Iteration 2Q: 3 clusters Score -7628878 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -7629576.000000 Penalty: 3588.429199
	Iteration 3Q: 3 clusters Score -7629576 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -7630536.500000 Penalty: 3588.429199
	Iteration 4Q: 3 clusters Score -7630536 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -7632020.500000 Penalty: 3588.429199
	Iteration 5F: 3 clusters Score -7632020 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -7634051.000000 Penalty: 3588.429199
	Iteration 6F: 3 clusters Score -7634051 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -7636747.500000 Penalty: 3588.429199
	Iteration 7F: 3 clusters Score -7636748 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -7639905.000000 Penalty: 3588.429199
	Iteration 8F: 3 clusters Score -7639905 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -7642951.000000 Penalty: 3588.429199
	Iteration 9F: 3 clusters Score -7642951 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -7645774.000000 Penalty: 3588.429199
	Iteration 10F: 3 clusters Score -7645774 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -7648017.000000 Penalty: 3588.429199
	Iteration 11Q: 3 clusters Score -7648017 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -7649677.000000 Penalty: 3588.429199
	Iteration 12Q: 3 clusters Score -7649677 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -7650510.500000 Penalty: 3588.429199
	Iteration 13Q: 3 clusters Score -7650510 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -7650963.000000 Penalty: 3588.429199
	Iteration 14Q: 3 clusters Score -7650963 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -7651165.500000 Penalty: 3588.429199
	Iteration 15Q: 3 clusters Score -7651166 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -7651315.500000 Penalty: 3588.429199
	Iteration 16Q: 3 clusters Score -7651316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -7651423.500000 Penalty: 3588.429199
	Iteration 17Q: 3 clusters Score -7651424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -7651475.500000 Penalty: 3588.429199
	Iteration 18Q: 3 clusters Score -7651476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -7651548.000000 Penalty: 3588.429199
	Iteration 19Q: 3 clusters Score -7651548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -7651566.000000 Penalty: 3588.429199
	Iteration 20F: 3 clusters Score -7651566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -7651582.500000 Penalty: 3588.429199
	Iteration 21Q: 3 clusters Score -7651582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -7651595.000000 Penalty: 3588.429199
	Iteration 22Q: 3 clusters Score -7651595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -7651613.000000 Penalty: 3588.429199
	Iteration 23Q: 3 clusters Score -7651613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -7651612.500000 Penalty: 3588.429199
	Iteration 24Q: 3 clusters Score -7651612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -7651632.500000 Penalty: 3588.429199
	Iteration 25Q: 3 clusters Score -7651632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -7651620.000000 Penalty: 3588.429199
	Iteration 26Q: 3 clusters Score -7651620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -7651642.000000 Penalty: 3588.429199
	Iteration 27Q: 3 clusters Score -7651642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -7651650.000000 Penalty: 3588.429199
	Iteration 28Q: 3 clusters Score -7651650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -7651646.000000 Penalty: 3588.429199
	Iteration 29Q: 3 clusters Score -7651646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -7651641.500000 Penalty: 3588.429199
	Iteration 30Q: 3 clusters Score -7651642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -7651646.500000 Penalty: 3588.429199
	Iteration 31Q: 3 clusters Score -7651646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -7651645.000000 Penalty: 3588.429199
	Iteration 32Q: 3 clusters Score -7651645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -7651647.500000 Penalty: 3588.429199
	Iteration 33Q: 3 clusters Score -7651648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -7651650.000000 Penalty: 3588.429199
	Iteration 34Q: 3 clusters Score -7651650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -7651656.000000 Penalty: 3588.429199
	Iteration 35Q: 3 clusters Score -7651656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -7651660.000000 Penalty: 3588.429199
	Iteration 36Q: 3 clusters Score -7651660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -7651675.000000 Penalty: 3588.429199
	Iteration 37Q: 3 clusters Score -7651675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -7651676.500000 Penalty: 3588.429199
	Iteration 38Q: 3 clusters Score -7651676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -7651667.500000 Penalty: 3588.429199
	Iteration 39Q: 3 clusters Score -7651668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -7651672.000000 Penalty: 3588.429199
	Iteration 40F: 3 clusters Score -7651672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -7651674.500000 Penalty: 3588.429199
	Iteration 41Q: 3 clusters Score -7651674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -7651681.000000 Penalty: 3588.429199
	Iteration 42Q: 3 clusters Score -7651681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7651670.500000 Penalty: 3588.429199
	Iteration 43Q: 3 clusters Score -7651670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7651672.500000 Penalty: 3588.429199
	Iteration 44Q: 3 clusters Score -7651672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -7651675.500000 Penalty: 3588.429199
	Iteration 45Q: 3 clusters Score -7651676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -7651675.000000 Penalty: 3588.429199
	Iteration 46Q: 3 clusters Score -7651675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -7651689.000000 Penalty: 3588.429199
	Iteration 47Q: 3 clusters Score -7651689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -7651679.000000 Penalty: 3588.429199
	Iteration 48Q: 3 clusters Score -7651679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -7651680.500000 Penalty: 3588.429199
	Iteration 49Q: 3 clusters Score -7651680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -7651680.500000 Penalty: 3588.429199
	Iteration 50F: 3 clusters Score -7651680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -10636.735352 Penalty: 887.182678
	Iteration 0F: 2 clusters Score -10636.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9939.454102 Penalty: 1774.365356
	Iteration 0F: 3 clusters Score -9939.454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10157.115234 Penalty: 1774.365356
	Iteration 1F: 3 clusters Score -10157.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10220.140625 Penalty: 1774.365356
	Iteration 2F: 3 clusters Score -10220.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10332.735352 Penalty: 1774.365356
	Iteration 3Q: 3 clusters Score -10332.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10354.154297 Penalty: 1774.365356
	Iteration 4Q: 3 clusters Score -10354.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10368.060547 Penalty: 1774.365356
	Iteration 5Q: 3 clusters Score -10368.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10390.759766 Penalty: 1774.365356
	Iteration 6Q: 3 clusters Score -10390.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10400.768555 Penalty: 1774.365356
	Iteration 7Q: 3 clusters Score -10400.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10414.739258 Penalty: 1774.365356
	Iteration 8Q: 3 clusters Score -10414.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10417.224609 Penalty: 1774.365356
	Iteration 9Q: 3 clusters Score -10417.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10417.224609 Penalty: 1774.365356
	Iteration 10F: 3 clusters Score -10417.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Entering Unmasked Estep 
Score: -4232768.500000 Penalty: 1695.381226
	Iteration 0F: 2 clusters Score -4232768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4210024.500000 Penalty: 3390.762451
	Iteration 0F: 3 clusters Score -4210024 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4218745.500000 Penalty: 3390.762451
	Iteration 1F: 3 clusters Score -4218746 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4219211.500000 Penalty: 3390.762451
	Iteration 2Q: 3 clusters Score -4219212 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4219682.500000 Penalty: 3390.762451
	Iteration 3Q: 3 clusters Score -4219682 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4220228.000000 Penalty: 3390.762451
	Iteration 4Q: 3 clusters Score -4220228 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4221049.500000 Penalty: 3390.762451
	Iteration 5F: 3 clusters Score -4221050 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -4222304.000000 Penalty: 3390.762451
	Iteration 6F: 3 clusters Score -4222304 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4224015.000000 Penalty: 3390.762451
	Iteration 7F: 3 clusters Score -4224015 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4225956.500000 Penalty: 3390.762451
	Iteration 8F: 3 clusters Score -4225956 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4227849.000000 Penalty: 3390.762451
	Iteration 9F: 3 clusters Score -4227849 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4229226.500000 Penalty: 3390.762451
	Iteration 10Q: 3 clusters Score -4229226 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4230137.000000 Penalty: 3390.762451
	Iteration 11Q: 3 clusters Score -4230137 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -4230683.000000 Penalty: 3390.762451
	Iteration 12Q: 3 clusters Score -4230683 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4231000.000000 Penalty: 3390.762451
	Iteration 13Q: 3 clusters Score -4231000 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4231173.000000 Penalty: 3390.762451
	Iteration 14Q: 3 clusters Score -4231173 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4231281.000000 Penalty: 3390.762451
	Iteration 15Q: 3 clusters Score -4231281 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4231388.500000 Penalty: 3390.762451
	Iteration 16Q: 3 clusters Score -4231388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4231480.000000 Penalty: 3390.762451
	Iteration 17Q: 3 clusters Score -4231480 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4231532.000000 Penalty: 3390.762451
	Iteration 18Q: 3 clusters Score -4231532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4231580.500000 Penalty: 3390.762451
	Iteration 19Q: 3 clusters Score -4231580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4231615.000000 Penalty: 3390.762451
	Iteration 20F: 3 clusters Score -4231615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4231645.000000 Penalty: 3390.762451
	Iteration 21Q: 3 clusters Score -4231645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4231670.500000 Penalty: 3390.762451
	Iteration 22Q: 3 clusters Score -4231670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4231675.500000 Penalty: 3390.762451
	Iteration 23Q: 3 clusters Score -4231676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4231684.500000 Penalty: 3390.762451
	Iteration 24Q: 3 clusters Score -4231684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4231693.500000 Penalty: 3390.762451
	Iteration 25Q: 3 clusters Score -4231694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4231699.500000 Penalty: 3390.762451
	Iteration 26Q: 3 clusters Score -4231700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4231710.500000 Penalty: 3390.762451
	Iteration 27Q: 3 clusters Score -4231710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4231718.000000 Penalty: 3390.762451
	Iteration 28Q: 3 clusters Score -4231718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4231721.500000 Penalty: 3390.762451
	Iteration 29Q: 3 clusters Score -4231722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4231732.500000 Penalty: 3390.762451
	Iteration 30Q: 3 clusters Score -4231732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4231741.000000 Penalty: 3390.762451
	Iteration 31Q: 3 clusters Score -4231741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4231738.000000 Penalty: 3390.762451
	Iteration 32Q: 3 clusters Score -4231738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -4231740.500000 Penalty: 3390.762451
	Iteration 33Q: 3 clusters Score -4231740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4231743.000000 Penalty: 3390.762451
	Iteration 34Q: 3 clusters Score -4231743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4231744.000000 Penalty: 3390.762451
	Iteration 35Q: 3 clusters Score -4231744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4231748.500000 Penalty: 3390.762451
	Iteration 36Q: 3 clusters Score -4231748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4231748.500000 Penalty: 3390.762451
	Iteration 37F: 3 clusters Score -4231748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Entering Unmasked Estep 
Score: -2121910.000000 Penalty: 1591.689331
	Iteration 0F: 2 clusters Score -2121910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2109615.250000 Penalty: 3183.378662
	Iteration 0F: 3 clusters Score -2109615 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2114144.250000 Penalty: 3183.378662
	Iteration 1F: 3 clusters Score -2114144 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2114714.500000 Penalty: 3183.378662
	Iteration 2F: 3 clusters Score -2114714 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2115316.500000 Penalty: 3183.378662
	Iteration 3F: 3 clusters Score -2115316 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2115913.500000 Penalty: 3183.378662
	Iteration 4F: 3 clusters Score -2115914 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2116514.250000 Penalty: 3183.378662
	Iteration 5F: 3 clusters Score -2116514 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2117088.750000 Penalty: 3183.378662
	Iteration 6F: 3 clusters Score -2117089 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2117587.750000 Penalty: 3183.378662
	Iteration 7Q: 3 clusters Score -2117588 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2118034.250000 Penalty: 3183.378662
	Iteration 8Q: 3 clusters Score -2118034 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2118448.750000 Penalty: 3183.378662
	Iteration 9Q: 3 clusters Score -2118449 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2118846.750000 Penalty: 3183.378662
	Iteration 10Q: 3 clusters Score -2118847 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2119183.750000 Penalty: 3183.378662
	Iteration 11Q: 3 clusters Score -2119184 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2119396.500000 Penalty: 3183.378662
	Iteration 12Q: 3 clusters Score -2119396 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2119522.500000 Penalty: 3183.378662
	Iteration 13Q: 3 clusters Score -2119522 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2119612.000000 Penalty: 3183.378662
	Iteration 14Q: 3 clusters Score -2119612 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2119659.000000 Penalty: 3183.378662
	Iteration 15Q: 3 clusters Score -2119659 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2119694.000000 Penalty: 3183.378662
	Iteration 16Q: 3 clusters Score -2119694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2119716.250000 Penalty: 3183.378662
	Iteration 17Q: 3 clusters Score -2119716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2119732.750000 Penalty: 3183.378662
	Iteration 18Q: 3 clusters Score -2119733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2119747.000000 Penalty: 3183.378662
	Iteration 19Q: 3 clusters Score -2119747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2119762.000000 Penalty: 3183.378662
	Iteration 20F: 3 clusters Score -2119762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2119776.750000 Penalty: 3183.378662
	Iteration 21Q: 3 clusters Score -2119777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2119782.250000 Penalty: 3183.378662
	Iteration 22Q: 3 clusters Score -2119782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2119784.250000 Penalty: 3183.378662
	Iteration 23Q: 3 clusters Score -2119784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2119792.250000 Penalty: 3183.378662
	Iteration 24Q: 3 clusters Score -2119792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2119799.500000 Penalty: 3183.378662
	Iteration 25Q: 3 clusters Score -2119800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2119805.250000 Penalty: 3183.378662
	Iteration 26Q: 3 clusters Score -2119805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2119808.250000 Penalty: 3183.378662
	Iteration 27Q: 3 clusters Score -2119808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2119811.000000 Penalty: 3183.378662
	Iteration 28Q: 3 clusters Score -2119811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2119820.500000 Penalty: 3183.378662
	Iteration 29Q: 3 clusters Score -2119820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2119825.000000 Penalty: 3183.378662
	Iteration 30Q: 3 clusters Score -2119825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2119828.750000 Penalty: 3183.378662
	Iteration 31Q: 3 clusters Score -2119829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2119834.000000 Penalty: 3183.378662
	Iteration 32Q: 3 clusters Score -2119834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2119846.500000 Penalty: 3183.378662
	Iteration 33Q: 3 clusters Score -2119846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2119853.750000 Penalty: 3183.378662
	Iteration 34Q: 3 clusters Score -2119854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2119858.500000 Penalty: 3183.378662
	Iteration 35Q: 3 clusters Score -2119858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2119859.500000 Penalty: 3183.378662
	Iteration 36Q: 3 clusters Score -2119860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2119861.500000 Penalty: 3183.378662
	Iteration 37Q: 3 clusters Score -2119862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2119860.750000 Penalty: 3183.378662
	Iteration 38Q: 3 clusters Score -2119861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2119869.750000 Penalty: 3183.378662
	Iteration 39Q: 3 clusters Score -2119870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2119871.250000 Penalty: 3183.378662
	Iteration 40F: 3 clusters Score -2119871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2119871.750000 Penalty: 3183.378662
	Iteration 41Q: 3 clusters Score -2119872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2119870.000000 Penalty: 3183.378662
	Iteration 42Q: 3 clusters Score -2119870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2119875.000000 Penalty: 3183.378662
	Iteration 43Q: 3 clusters Score -2119875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2119880.250000 Penalty: 3183.378662
	Iteration 44Q: 3 clusters Score -2119880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2119878.500000 Penalty: 3183.378662
	Iteration 45Q: 3 clusters Score -2119878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2119879.000000 Penalty: 3183.378662
	Iteration 46Q: 3 clusters Score -2119879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2119880.000000 Penalty: 3183.378662
	Iteration 47Q: 3 clusters Score -2119880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2119884.000000 Penalty: 3183.378662
	Iteration 48Q: 3 clusters Score -2119884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2119884.750000 Penalty: 3183.378662
	Iteration 49Q: 3 clusters Score -2119885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2119890.750000 Penalty: 3183.378662
	Iteration 50Q: 3 clusters Score -2119891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2119887.750000 Penalty: 3183.378662
	Iteration 51Q: 3 clusters Score -2119888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2119889.000000 Penalty: 3183.378662
	Iteration 52Q: 3 clusters Score -2119889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2119892.500000 Penalty: 3183.378662
	Iteration 53Q: 3 clusters Score -2119892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2119896.000000 Penalty: 3183.378662
	Iteration 54Q: 3 clusters Score -2119896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2119898.000000 Penalty: 3183.378662
	Iteration 55Q: 3 clusters Score -2119898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2119892.750000 Penalty: 3183.378662
	Iteration 56Q: 3 clusters Score -2119893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2119896.000000 Penalty: 3183.378662
	Iteration 57Q: 3 clusters Score -2119896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2119901.250000 Penalty: 3183.378662
	Iteration 58Q: 3 clusters Score -2119901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2119900.000000 Penalty: 3183.378662
	Iteration 59Q: 3 clusters Score -2119900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2119901.750000 Penalty: 3183.378662
	Iteration 60F: 3 clusters Score -2119902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2119899.500000 Penalty: 3183.378662
	Iteration 61Q: 3 clusters Score -2119900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2119901.000000 Penalty: 3183.378662
	Iteration 62Q: 3 clusters Score -2119901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2119902.250000 Penalty: 3183.378662
	Iteration 63Q: 3 clusters Score -2119902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2119903.750000 Penalty: 3183.378662
	Iteration 64Q: 3 clusters Score -2119904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2119905.750000 Penalty: 3183.378662
	Iteration 65Q: 3 clusters Score -2119906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2119904.750000 Penalty: 3183.378662
	Iteration 66Q: 3 clusters Score -2119905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2119907.000000 Penalty: 3183.378662
	Iteration 67Q: 3 clusters Score -2119907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2119907.000000 Penalty: 3183.378662
	Iteration 68F: 3 clusters Score -2119907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -220034.453125 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -220034.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -218046.500000 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -218046.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218467.812500 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -218467.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -218588.093750 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -218588.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218653.656250 Penalty: 2437.312744
	Iteration 3Q: 3 clusters Score -218653.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -218695.968750 Penalty: 2437.312744
	Iteration 4Q: 3 clusters Score -218696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218729.000000 Penalty: 2437.312744
	Iteration 5Q: 3 clusters Score -218729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -218761.812500 Penalty: 2437.312744
	Iteration 6Q: 3 clusters Score -218761.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -218795.484375 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -218795.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -218833.218750 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -218833.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -218868.296875 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -218868.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -218903.937500 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -218903.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -218932.765625 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -218932.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -218954.812500 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -218954.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -218976.515625 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -218976.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -218996.562500 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -218996.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -219011.765625 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -219011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -219027.421875 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -219027.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219038.046875 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -219038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -219049.765625 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -219049.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -219069.796875 Penalty: 2437.312744
	Iteration 19Q: 3 clusters Score -219069.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -219112.671875 Penalty: 2437.312744
	Iteration 20F: 3 clusters Score -219112.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -219168.500000 Penalty: 2437.312744
	Iteration 21Q: 3 clusters Score -219168.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219218.656250 Penalty: 2437.312744
	Iteration 22Q: 3 clusters Score -219218.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -219254.734375 Penalty: 2437.312744
	Iteration 23Q: 3 clusters Score -219254.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -219295.890625 Penalty: 2437.312744
	Iteration 24Q: 3 clusters Score -219295.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -219361.671875 Penalty: 2437.312744
	Iteration 25Q: 3 clusters Score -219361.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219451.625000 Penalty: 2437.312744
	Iteration 26Q: 3 clusters Score -219451.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219525.375000 Penalty: 2437.312744
	Iteration 27Q: 3 clusters Score -219525.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219573.062500 Penalty: 2437.312744
	Iteration 28Q: 3 clusters Score -219573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219591.125000 Penalty: 2437.312744
	Iteration 29Q: 3 clusters Score -219591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -219596.093750 Penalty: 2437.312744
	Iteration 30Q: 3 clusters Score -219596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -219599.812500 Penalty: 2437.312744
	Iteration 31Q: 3 clusters Score -219599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219603.109375 Penalty: 2437.312744
	Iteration 32Q: 3 clusters Score -219603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219603.953125 Penalty: 2437.312744
	Iteration 33Q: 3 clusters Score -219604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219604.000000 Penalty: 2437.312744
	Iteration 34Q: 3 clusters Score -219604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -219604.531250 Penalty: 2437.312744
	Iteration 35Q: 3 clusters Score -219604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -219604.687500 Penalty: 2437.312744
	Iteration 36Q: 3 clusters Score -219604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -219605.453125 Penalty: 2437.312744
	Iteration 37Q: 3 clusters Score -219605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -219605.453125 Penalty: 2437.312744
	Iteration 38F: 3 clusters Score -219605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -553483.937500 Penalty: 1361.563110
	Iteration 0F: 2 clusters Score -553483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -549890.312500 Penalty: 2723.126221
	Iteration 0F: 3 clusters Score -549890.3 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -550764.062500 Penalty: 2723.126221
	Iteration 1F: 3 clusters Score -550764.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -550935.875000 Penalty: 2723.126221
	Iteration 2F: 3 clusters Score -550935.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -551053.125000 Penalty: 2723.126221
	Iteration 3F: 3 clusters Score -551053.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -551120.187500 Penalty: 2723.126221
	Iteration 4Q: 3 clusters Score -551120.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -551193.187500 Penalty: 2723.126221
	Iteration 5Q: 3 clusters Score -551193.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -551257.687500 Penalty: 2723.126221
	Iteration 6Q: 3 clusters Score -551257.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -551315.187500 Penalty: 2723.126221
	Iteration 7Q: 3 clusters Score -551315.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -551377.437500 Penalty: 2723.126221
	Iteration 8Q: 3 clusters Score -551377.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -551443.812500 Penalty: 2723.126221
	Iteration 9Q: 3 clusters Score -551443.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -551523.687500 Penalty: 2723.126221
	Iteration 10Q: 3 clusters Score -551523.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -551635.500000 Penalty: 2723.126221
	Iteration 11Q: 3 clusters Score -551635.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -551766.250000 Penalty: 2723.126221
	Iteration 12Q: 3 clusters Score -551766.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -551908.937500 Penalty: 2723.126221
	Iteration 13Q: 3 clusters Score -551908.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -552045.812500 Penalty: 2723.126221
	Iteration 14Q: 3 clusters Score -552045.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -552172.187500 Penalty: 2723.126221
	Iteration 15Q: 3 clusters Score -552172.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -552273.187500 Penalty: 2723.126221
	Iteration 16Q: 3 clusters Score -552273.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -552339.000000 Penalty: 2723.126221
	Iteration 17Q: 3 clusters Score -552339 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -552375.125000 Penalty: 2723.126221
	Iteration 18Q: 3 clusters Score -552375.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -552406.437500 Penalty: 2723.126221
	Iteration 19Q: 3 clusters Score -552406.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -552434.375000 Penalty: 2723.126221
	Iteration 20F: 3 clusters Score -552434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -552452.750000 Penalty: 2723.126221
	Iteration 21Q: 3 clusters Score -552452.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -552470.875000 Penalty: 2723.126221
	Iteration 22Q: 3 clusters Score -552470.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -552479.875000 Penalty: 2723.126221
	Iteration 23Q: 3 clusters Score -552479.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -552487.750000 Penalty: 2723.126221
	Iteration 24Q: 3 clusters Score -552487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -552494.937500 Penalty: 2723.126221
	Iteration 25Q: 3 clusters Score -552494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -552502.187500 Penalty: 2723.126221
	Iteration 26Q: 3 clusters Score -552502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -552509.125000 Penalty: 2723.126221
	Iteration 27Q: 3 clusters Score -552509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -552512.187500 Penalty: 2723.126221
	Iteration 28Q: 3 clusters Score -552512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -552515.875000 Penalty: 2723.126221
	Iteration 29Q: 3 clusters Score -552515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -552517.875000 Penalty: 2723.126221
	Iteration 30Q: 3 clusters Score -552517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -552519.000000 Penalty: 2723.126221
	Iteration 31Q: 3 clusters Score -552519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -552520.312500 Penalty: 2723.126221
	Iteration 32Q: 3 clusters Score -552520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -552522.187500 Penalty: 2723.126221
	Iteration 33Q: 3 clusters Score -552522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -552525.062500 Penalty: 2723.126221
	Iteration 34Q: 3 clusters Score -552525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -552527.500000 Penalty: 2723.126221
	Iteration 35Q: 3 clusters Score -552527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -552530.312500 Penalty: 2723.126221
	Iteration 36Q: 3 clusters Score -552530.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -552533.500000 Penalty: 2723.126221
	Iteration 37Q: 3 clusters Score -552533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -552535.125000 Penalty: 2723.126221
	Iteration 38Q: 3 clusters Score -552535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -552537.500000 Penalty: 2723.126221
	Iteration 39Q: 3 clusters Score -552537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -552540.375000 Penalty: 2723.126221
	Iteration 40F: 3 clusters Score -552540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -552540.875000 Penalty: 2723.126221
	Iteration 41Q: 3 clusters Score -552540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -552541.125000 Penalty: 2723.126221
	Iteration 42Q: 3 clusters Score -552541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -552543.562500 Penalty: 2723.126221
	Iteration 43Q: 3 clusters Score -552543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -552544.625000 Penalty: 2723.126221
	Iteration 44Q: 3 clusters Score -552544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -552548.000000 Penalty: 2723.126221
	Iteration 45Q: 3 clusters Score -552548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -552548.750000 Penalty: 2723.126221
	Iteration 46Q: 3 clusters Score -552548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -552550.375000 Penalty: 2723.126221
	Iteration 47Q: 3 clusters Score -552550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -552553.000000 Penalty: 2723.126221
	Iteration 48Q: 3 clusters Score -552553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -552552.750000 Penalty: 2723.126221
	Iteration 49Q: 3 clusters Score -552552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -552553.062500 Penalty: 2723.126221
	Iteration 50Q: 3 clusters Score -552553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -552553.187500 Penalty: 2723.126221
	Iteration 51Q: 3 clusters Score -552553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -552555.500000 Penalty: 2723.126221
	Iteration 52Q: 3 clusters Score -552555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -552556.187500 Penalty: 2723.126221
	Iteration 53Q: 3 clusters Score -552556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -552556.812500 Penalty: 2723.126221
	Iteration 54Q: 3 clusters Score -552556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -552556.625000 Penalty: 2723.126221
	Iteration 55Q: 3 clusters Score -552556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -552558.437500 Penalty: 2723.126221
	Iteration 56Q: 3 clusters Score -552558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -552558.500000 Penalty: 2723.126221
	Iteration 57Q: 3 clusters Score -552558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -552560.125000 Penalty: 2723.126221
	Iteration 58Q: 3 clusters Score -552560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -552561.375000 Penalty: 2723.126221
	Iteration 59Q: 3 clusters Score -552561.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -552564.062500 Penalty: 2723.126221
	Iteration 60F: 3 clusters Score -552564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -552566.187500 Penalty: 2723.126221
	Iteration 61Q: 3 clusters Score -552566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -552566.687500 Penalty: 2723.126221
	Iteration 62Q: 3 clusters Score -552566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -552567.437500 Penalty: 2723.126221
	Iteration 63Q: 3 clusters Score -552567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -552568.375000 Penalty: 2723.126221
	Iteration 64Q: 3 clusters Score -552568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -552569.375000 Penalty: 2723.126221
	Iteration 65Q: 3 clusters Score -552569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -552572.375000 Penalty: 2723.126221
	Iteration 66Q: 3 clusters Score -552572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -552573.125000 Penalty: 2723.126221
	Iteration 67Q: 3 clusters Score -552573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -552574.187500 Penalty: 2723.126221
	Iteration 68Q: 3 clusters Score -552574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -552574.187500 Penalty: 2723.126221
	Iteration 69F: 3 clusters Score -552574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (122466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122466 members 
Entering Unmasked Estep 
Score: -15459004.000000 Penalty: 1903.783203
	Iteration 0F: 2 clusters Score -1.5459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -15381202.000000 Penalty: 3807.566406
	Iteration 0F: 3 clusters Score -1.53812e+07 nChanged 58969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -15416137.000000 Penalty: 3807.566406
	Iteration 1F: 3 clusters Score -1.541614e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -15417520.000000 Penalty: 3807.566406
	Iteration 2Q: 3 clusters Score -1.541752e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -15419767.000000 Penalty: 3807.566406
	Iteration 3Q: 3 clusters Score -1.541977e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -15423675.000000 Penalty: 3807.566406
	Iteration 4F: 3 clusters Score -1.542368e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -15429759.000000 Penalty: 3807.566406
	Iteration 5F: 3 clusters Score -1.542976e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -15437445.000000 Penalty: 3807.566406
	Iteration 6F: 3 clusters Score -1.543744e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -15445399.000000 Penalty: 3807.566406
	Iteration 7F: 3 clusters Score -1.54454e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -15450671.000000 Penalty: 3807.566406
	Iteration 8F: 3 clusters Score -1.545067e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -15454022.000000 Penalty: 3807.566406
	Iteration 9Q: 3 clusters Score -1.545402e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -15455774.000000 Penalty: 3807.566406
	Iteration 10Q: 3 clusters Score -1.545577e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -15456698.000000 Penalty: 3807.566406
	Iteration 11Q: 3 clusters Score -1.54567e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 118788 members 
Entering Unmasked Estep 
Score: -15457126.000000 Penalty: 3807.566406
	Iteration 12Q: 3 clusters Score -1.545713e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -15457377.000000 Penalty: 3807.566406
	Iteration 13Q: 3 clusters Score -1.545738e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 119852 members 
Entering Unmasked Estep 
Score: -15457523.000000 Penalty: 3807.566406
	Iteration 14Q: 3 clusters Score -1.545752e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -15457554.000000 Penalty: 3807.566406
	Iteration 15Q: 3 clusters Score -1.545755e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -15457579.000000 Penalty: 3807.566406
	Iteration 16Q: 3 clusters Score -1.545758e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 120653 members 
Entering Unmasked Estep 
Score: -15457631.000000 Penalty: 3807.566406
	Iteration 17Q: 3 clusters Score -1.545763e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 120821 members 
Entering Unmasked Estep 
Score: -15457603.000000 Penalty: 3807.566406
	Iteration 18Q: 3 clusters Score -1.54576e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 120944 members 
Entering Unmasked Estep 
Score: -15457608.000000 Penalty: 3807.566406
	Iteration 19Q: 3 clusters Score -1.545761e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 121043 members 
Entering Unmasked Estep 
Score: -15457657.000000 Penalty: 3807.566406
	Iteration 20F: 3 clusters Score -1.545766e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 121132 members 
Entering Unmasked Estep 
Score: -15457637.000000 Penalty: 3807.566406
	Iteration 21Q: 3 clusters Score -1.545764e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -15457667.000000 Penalty: 3807.566406
	Iteration 22Q: 3 clusters Score -1.545767e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 121259 members 
Entering Unmasked Estep 
Score: -15457685.000000 Penalty: 3807.566406
	Iteration 23Q: 3 clusters Score -1.545768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -15457692.000000 Penalty: 3807.566406
	Iteration 24Q: 3 clusters Score -1.545769e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 121331 members 
Entering Unmasked Estep 
Score: -15457690.000000 Penalty: 3807.566406
	Iteration 25Q: 3 clusters Score -1.545769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 121354 members 
Entering Unmasked Estep 
Score: -15457702.000000 Penalty: 3807.566406
	Iteration 26Q: 3 clusters Score -1.54577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -15457686.000000 Penalty: 3807.566406
	Iteration 27Q: 3 clusters Score -1.545769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 121401 members 
Entering Unmasked Estep 
Score: -15457693.000000 Penalty: 3807.566406
	Iteration 28Q: 3 clusters Score -1.545769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -15457703.000000 Penalty: 3807.566406
	Iteration 29Q: 3 clusters Score -1.54577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 121437 members 
Entering Unmasked Estep 
Score: -15457701.000000 Penalty: 3807.566406
	Iteration 30Q: 3 clusters Score -1.54577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -15457703.000000 Penalty: 3807.566406
	Iteration 31Q: 3 clusters Score -1.54577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -15457698.000000 Penalty: 3807.566406
	Iteration 32Q: 3 clusters Score -1.54577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
Score: -15457697.000000 Penalty: 3807.566406
	Iteration 33Q: 3 clusters Score -1.54577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 121481 members 
Entering Unmasked Estep 
Score: -15457696.000000 Penalty: 3807.566406
	Iteration 34Q: 3 clusters Score -1.54577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 121490 members 
Entering Unmasked Estep 
Score: -15457710.000000 Penalty: 3807.566406
	Iteration 35Q: 3 clusters Score -1.545771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
Score: -15457698.000000 Penalty: 3807.566406
	Iteration 36Q: 3 clusters Score -1.54577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -15457703.000000 Penalty: 3807.566406
	Iteration 37Q: 3 clusters Score -1.54577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 121514 members 
Entering Unmasked Estep 
Score: -15457713.000000 Penalty: 3807.566406
	Iteration 38Q: 3 clusters Score -1.545771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -15457717.000000 Penalty: 3807.566406
	Iteration 39Q: 3 clusters Score -1.545772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 121518 members 
Entering Unmasked Estep 
Score: -15457717.000000 Penalty: 3807.566406
	Iteration 40F: 3 clusters Score -1.545772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 121521 members 
Entering Unmasked Estep 
Score: -15457711.000000 Penalty: 3807.566406
	Iteration 41Q: 3 clusters Score -1.545771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 121524 members 
Entering Unmasked Estep 
Score: -15457722.000000 Penalty: 3807.566406
	Iteration 42Q: 3 clusters Score -1.545772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -15457717.000000 Penalty: 3807.566406
	Iteration 43Q: 3 clusters Score -1.545772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -15457725.000000 Penalty: 3807.566406
	Iteration 44Q: 3 clusters Score -1.545772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 121534 members 
Entering Unmasked Estep 
Score: -15457726.000000 Penalty: 3807.566406
	Iteration 45Q: 3 clusters Score -1.545773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -15457726.000000 Penalty: 3807.566406
	Iteration 46Q: 3 clusters Score -1.545773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -15457721.000000 Penalty: 3807.566406
	Iteration 47Q: 3 clusters Score -1.545772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -15457718.000000 Penalty: 3807.566406
	Iteration 48Q: 3 clusters Score -1.545772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 121556 members 
Entering Unmasked Estep 
Score: -15457716.000000 Penalty: 3807.566406
	Iteration 49Q: 3 clusters Score -1.545772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 121559 members 
Entering Unmasked Estep 
Score: -15457724.000000 Penalty: 3807.566406
	Iteration 50Q: 3 clusters Score -1.545772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -15457730.000000 Penalty: 3807.566406
	Iteration 51Q: 3 clusters Score -1.545773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -15457732.000000 Penalty: 3807.566406
	Iteration 52Q: 3 clusters Score -1.545773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -15457732.000000 Penalty: 3807.566406
	Iteration 53Q: 3 clusters Score -1.545773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 121567 members 
Entering Unmasked Estep 
Score: -15457718.000000 Penalty: 3807.566406
	Iteration 54Q: 3 clusters Score -1.545772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -15457707.000000 Penalty: 3807.566406
	Iteration 55Q: 3 clusters Score -1.545771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 121570 members 
Entering Unmasked Estep 
Score: -15457710.000000 Penalty: 3807.566406
	Iteration 56Q: 3 clusters Score -1.545771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 121570 members 
Entering Unmasked Estep 
Score: -15457710.000000 Penalty: 3807.566406
	Iteration 57F: 3 clusters Score -1.545771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -999856.750000 Penalty: 1461.250122
	Iteration 0F: 2 clusters Score -999856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -993950.000000 Penalty: 2922.500244
	Iteration 0F: 3 clusters Score -993950 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -995795.187500 Penalty: 2922.500244
	Iteration 1F: 3 clusters Score -995795.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -996012.562500 Penalty: 2922.500244
	Iteration 2F: 3 clusters Score -996012.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -996191.937500 Penalty: 2922.500244
	Iteration 3Q: 3 clusters Score -996191.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -996337.000000 Penalty: 2922.500244
	Iteration 4Q: 3 clusters Score -996337 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -996496.062500 Penalty: 2922.500244
	Iteration 5Q: 3 clusters Score -996496.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -996672.562500 Penalty: 2922.500244
	Iteration 6Q: 3 clusters Score -996672.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -996877.187500 Penalty: 2922.500244
	Iteration 7Q: 3 clusters Score -996877.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -997135.625000 Penalty: 2922.500244
	Iteration 8Q: 3 clusters Score -997135.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -997419.562500 Penalty: 2922.500244
	Iteration 9F: 3 clusters Score -997419.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -997693.437500 Penalty: 2922.500244
	Iteration 10Q: 3 clusters Score -997693.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -997932.625000 Penalty: 2922.500244
	Iteration 11Q: 3 clusters Score -997932.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -998134.250000 Penalty: 2922.500244
	Iteration 12Q: 3 clusters Score -998134.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -998301.750000 Penalty: 2922.500244
	Iteration 13Q: 3 clusters Score -998301.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -998412.125000 Penalty: 2922.500244
	Iteration 14Q: 3 clusters Score -998412.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -998466.812500 Penalty: 2922.500244
	Iteration 15Q: 3 clusters Score -998466.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -998502.250000 Penalty: 2922.500244
	Iteration 16Q: 3 clusters Score -998502.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -998520.937500 Penalty: 2922.500244
	Iteration 17Q: 3 clusters Score -998520.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -998532.562500 Penalty: 2922.500244
	Iteration 18Q: 3 clusters Score -998532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -998547.562500 Penalty: 2922.500244
	Iteration 19Q: 3 clusters Score -998547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -998555.062500 Penalty: 2922.500244
	Iteration 20F: 3 clusters Score -998555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -998559.937500 Penalty: 2922.500244
	Iteration 21Q: 3 clusters Score -998559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -998571.687500 Penalty: 2922.500244
	Iteration 22Q: 3 clusters Score -998571.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -998580.687500 Penalty: 2922.500244
	Iteration 23Q: 3 clusters Score -998580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -998586.187500 Penalty: 2922.500244
	Iteration 24Q: 3 clusters Score -998586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -998587.937500 Penalty: 2922.500244
	Iteration 25Q: 3 clusters Score -998587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -998587.937500 Penalty: 2922.500244
	Iteration 26F: 3 clusters Score -998587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -964782.312500 Penalty: 1457.571289
	Iteration 0F: 2 clusters Score -964782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -958944.437500 Penalty: 2915.142578
	Iteration 0F: 3 clusters Score -958944.4 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -960709.875000 Penalty: 2915.142578
	Iteration 1F: 3 clusters Score -960709.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -960959.500000 Penalty: 2915.142578
	Iteration 2F: 3 clusters Score -960959.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -961179.937500 Penalty: 2915.142578
	Iteration 3F: 3 clusters Score -961179.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -961388.937500 Penalty: 2915.142578
	Iteration 4Q: 3 clusters Score -961388.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -961609.875000 Penalty: 2915.142578
	Iteration 5Q: 3 clusters Score -961609.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -961799.687500 Penalty: 2915.142578
	Iteration 6Q: 3 clusters Score -961799.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -962002.062500 Penalty: 2915.142578
	Iteration 7Q: 3 clusters Score -962002.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -962232.250000 Penalty: 2915.142578
	Iteration 8Q: 3 clusters Score -962232.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -962459.062500 Penalty: 2915.142578
	Iteration 9Q: 3 clusters Score -962459.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -962687.000000 Penalty: 2915.142578
	Iteration 10Q: 3 clusters Score -962687 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -962892.812500 Penalty: 2915.142578
	Iteration 11Q: 3 clusters Score -962892.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -963089.937500 Penalty: 2915.142578
	Iteration 12Q: 3 clusters Score -963089.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -963243.312500 Penalty: 2915.142578
	Iteration 13Q: 3 clusters Score -963243.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -963354.875000 Penalty: 2915.142578
	Iteration 14Q: 3 clusters Score -963354.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -963453.687500 Penalty: 2915.142578
	Iteration 15Q: 3 clusters Score -963453.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -963529.812500 Penalty: 2915.142578
	Iteration 16Q: 3 clusters Score -963529.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -963581.250000 Penalty: 2915.142578
	Iteration 17Q: 3 clusters Score -963581.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -963623.562500 Penalty: 2915.142578
	Iteration 18Q: 3 clusters Score -963623.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -963654.000000 Penalty: 2915.142578
	Iteration 19Q: 3 clusters Score -963654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -963672.687500 Penalty: 2915.142578
	Iteration 20F: 3 clusters Score -963672.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -963685.875000 Penalty: 2915.142578
	Iteration 21Q: 3 clusters Score -963685.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -963693.375000 Penalty: 2915.142578
	Iteration 22Q: 3 clusters Score -963693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -963701.000000 Penalty: 2915.142578
	Iteration 23Q: 3 clusters Score -963701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -963710.062500 Penalty: 2915.142578
	Iteration 24Q: 3 clusters Score -963710.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -963717.187500 Penalty: 2915.142578
	Iteration 25Q: 3 clusters Score -963717.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -963725.750000 Penalty: 2915.142578
	Iteration 26Q: 3 clusters Score -963725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -963732.062500 Penalty: 2915.142578
	Iteration 27Q: 3 clusters Score -963732.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -963740.187500 Penalty: 2915.142578
	Iteration 28Q: 3 clusters Score -963740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -963741.187500 Penalty: 2915.142578
	Iteration 29Q: 3 clusters Score -963741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -963745.437500 Penalty: 2915.142578
	Iteration 30Q: 3 clusters Score -963745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -963744.500000 Penalty: 2915.142578
	Iteration 31Q: 3 clusters Score -963744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -963746.125000 Penalty: 2915.142578
	Iteration 32Q: 3 clusters Score -963746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -963746.937500 Penalty: 2915.142578
	Iteration 33Q: 3 clusters Score -963746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -963748.000000 Penalty: 2915.142578
	Iteration 34Q: 3 clusters Score -963748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -963747.062500 Penalty: 2915.142578
	Iteration 35Q: 3 clusters Score -963747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -963748.687500 Penalty: 2915.142578
	Iteration 36Q: 3 clusters Score -963748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -963752.562500 Penalty: 2915.142578
	Iteration 37Q: 3 clusters Score -963752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -963757.562500 Penalty: 2915.142578
	Iteration 38Q: 3 clusters Score -963757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -963759.687500 Penalty: 2915.142578
	Iteration 39Q: 3 clusters Score -963759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -963762.312500 Penalty: 2915.142578
	Iteration 40F: 3 clusters Score -963762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -963765.125000 Penalty: 2915.142578
	Iteration 41Q: 3 clusters Score -963765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -963766.562500 Penalty: 2915.142578
	Iteration 42Q: 3 clusters Score -963766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -963766.937500 Penalty: 2915.142578
	Iteration 43Q: 3 clusters Score -963766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -963767.875000 Penalty: 2915.142578
	Iteration 44Q: 3 clusters Score -963767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -963767.375000 Penalty: 2915.142578
	Iteration 45Q: 3 clusters Score -963767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -963767.375000 Penalty: 2915.142578
	Iteration 46F: 3 clusters Score -963767.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -86447.531250 Penalty: 1083.173584
	Iteration 0F: 2 clusters Score -86447.53 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 386 members 
Entering Unmasked Estep 
Score: -85221.250000 Penalty: 2166.347168
	Iteration 0F: 3 clusters Score -85221.25 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85580.750000 Penalty: 2166.347168
	Iteration 1F: 3 clusters Score -85580.75 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85776.960938 Penalty: 2166.347168
	Iteration 2F: 3 clusters Score -85776.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85908.898438 Penalty: 2166.347168
	Iteration 3F: 3 clusters Score -85908.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85983.531250 Penalty: 2166.347168
	Iteration 4F: 3 clusters Score -85983.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86043.023438 Penalty: 2166.347168
	Iteration 5Q: 3 clusters Score -86043.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86082.906250 Penalty: 2166.347168
	Iteration 6Q: 3 clusters Score -86082.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86117.140625 Penalty: 2166.347168
	Iteration 7Q: 3 clusters Score -86117.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86160.593750 Penalty: 2166.347168
	Iteration 8Q: 3 clusters Score -86160.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86180.679688 Penalty: 2166.347168
	Iteration 9Q: 3 clusters Score -86180.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86191.625000 Penalty: 2166.347168
	Iteration 10Q: 3 clusters Score -86191.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86195.500000 Penalty: 2166.347168
	Iteration 11Q: 3 clusters Score -86195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86196.171875 Penalty: 2166.347168
	Iteration 12Q: 3 clusters Score -86196.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86196.679688 Penalty: 2166.347168
	Iteration 13Q: 3 clusters Score -86196.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86196.679688 Penalty: 2166.347168
	Iteration 14F: 3 clusters Score -86196.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -27174.378906 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -27174.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26347.533203 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -26347.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26444.232422 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -26444.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26478.158203 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -26478.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26491.824219 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -26491.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26505.529297 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -26505.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26510.679688 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -26510.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26513.019531 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -26513.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26524.691406 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -26524.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26529.326172 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -26529.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26535.289062 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -26535.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26543.322266 Penalty: 1793.172119
	Iteration 10Q: 3 clusters Score -26543.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26550.244141 Penalty: 1793.172119
	Iteration 11Q: 3 clusters Score -26550.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26559.726562 Penalty: 1793.172119
	Iteration 12Q: 3 clusters Score -26559.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26575.128906 Penalty: 1793.172119
	Iteration 13Q: 3 clusters Score -26575.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26592.316406 Penalty: 1793.172119
	Iteration 14Q: 3 clusters Score -26592.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26621.685547 Penalty: 1793.172119
	Iteration 15Q: 3 clusters Score -26621.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26647.609375 Penalty: 1793.172119
	Iteration 16Q: 3 clusters Score -26647.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26660.716797 Penalty: 1793.172119
	Iteration 17Q: 3 clusters Score -26660.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26691.935547 Penalty: 1793.172119
	Iteration 18Q: 3 clusters Score -26691.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26706.572266 Penalty: 1793.172119
	Iteration 19Q: 3 clusters Score -26706.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26706.931641 Penalty: 1793.172119
	Iteration 20F: 3 clusters Score -26706.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26716.791016 Penalty: 1793.172119
	Iteration 21Q: 3 clusters Score -26716.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26721.417969 Penalty: 1793.172119
	Iteration 22Q: 3 clusters Score -26721.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26738.617188 Penalty: 1793.172119
	Iteration 23Q: 3 clusters Score -26738.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26740.966797 Penalty: 1793.172119
	Iteration 24Q: 3 clusters Score -26740.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26742.529297 Penalty: 1793.172119
	Iteration 25Q: 3 clusters Score -26742.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26746.935547 Penalty: 1793.172119
	Iteration 26Q: 3 clusters Score -26746.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26750.175781 Penalty: 1793.172119
	Iteration 27Q: 3 clusters Score -26750.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26765.533203 Penalty: 1793.172119
	Iteration 28Q: 3 clusters Score -26765.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26779.361328 Penalty: 1793.172119
	Iteration 29Q: 3 clusters Score -26779.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26786.445312 Penalty: 1793.172119
	Iteration 30Q: 3 clusters Score -26786.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26791.755859 Penalty: 1793.172119
	Iteration 31Q: 3 clusters Score -26791.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26791.755859 Penalty: 1793.172119
	Iteration 32F: 3 clusters Score -26791.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -17993.513672 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -17993.51 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 186 members 
Entering Unmasked Estep 
Score: -17243.869141 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -17243.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17794.351562 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -17794.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18128.123047 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -18128.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18275.810547 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -18275.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18376.359375 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -18376.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18389.099609 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -18389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18490.191406 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -18490.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18505.101562 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -18505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18515.615234 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -18515.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18529.796875 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -18529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18531.796875 Penalty: 1897.262329
	Iteration 10Q: 3 clusters Score -18531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18538.523438 Penalty: 1897.262329
	Iteration 11F: 3 clusters Score -18538.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18557.779297 Penalty: 1897.262329
	Iteration 12Q: 3 clusters Score -18557.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18585.875000 Penalty: 1897.262329
	Iteration 13Q: 3 clusters Score -18585.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18586.953125 Penalty: 1897.262329
	Iteration 14F: 3 clusters Score -18586.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18622.708984 Penalty: 1897.262329
	Iteration 15Q: 3 clusters Score -18622.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18625.070312 Penalty: 1897.262329
	Iteration 16Q: 3 clusters Score -18625.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18625.070312 Penalty: 1897.262329
	Iteration 17F: 3 clusters Score -18625.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 114200 members 
Mstep: Class 7 contains 102669 members 
Mstep: Class 8 contains 63227 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 47477 members 
Mstep: Class 17 contains 106302 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 108950 members 
Mstep: Class 23 contains 98181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62400 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 33966 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 122466 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 16633 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 128 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5192 members 
Mstep: Class 40 contains 265 members 
Mstep: Class 41 contains 2002 members 
Mstep: Class 42 contains 215 members 
Entering Unmasked Estep 
Score: -141724384.000000 Penalty: 95283.945312
Splitting cluster 37 changes total score from -141724656.000000 to -141724384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -18807.421875 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -18807.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18094.480469 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -18094.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18331.955078 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -18331.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18417.654297 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -18417.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18551.382812 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -18551.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18596.353516 Penalty: 1824.266602
	Iteration 4F: 3 clusters Score -18596.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18638.662109 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -18638.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18651.156250 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -18651.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18662.134766 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -18662.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18698.966797 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -18698.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18710.837891 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -18710.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18715.689453 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -18715.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18726.501953 Penalty: 1824.266602
	Iteration 11Q: 3 clusters Score -18726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18726.501953 Penalty: 1824.266602
	Iteration 12F: 3 clusters Score -18726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Entering Unmasked Estep 
Score: -600365.812500 Penalty: 1390.167114
	Iteration 0F: 2 clusters Score -600365.8 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 2610 members 
Entering Unmasked Estep 
Score: -596298.187500 Penalty: 2780.334229
	Iteration 0F: 3 clusters Score -596298.2 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -597542.562500 Penalty: 2780.334229
	Iteration 1F: 3 clusters Score -597542.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -597956.375000 Penalty: 2780.334229
	Iteration 2F: 3 clusters Score -597956.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -598299.625000 Penalty: 2780.334229
	Iteration 3F: 3 clusters Score -598299.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -598546.562500 Penalty: 2780.334229
	Iteration 4F: 3 clusters Score -598546.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -598728.250000 Penalty: 2780.334229
	Iteration 5F: 3 clusters Score -598728.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -598868.625000 Penalty: 2780.334229
	Iteration 6Q: 3 clusters Score -598868.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -598973.562500 Penalty: 2780.334229
	Iteration 7Q: 3 clusters Score -598973.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -599055.375000 Penalty: 2780.334229
	Iteration 8Q: 3 clusters Score -599055.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -599123.187500 Penalty: 2780.334229
	Iteration 9Q: 3 clusters Score -599123.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -599179.812500 Penalty: 2780.334229
	Iteration 10Q: 3 clusters Score -599179.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -599236.500000 Penalty: 2780.334229
	Iteration 11Q: 3 clusters Score -599236.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -599288.937500 Penalty: 2780.334229
	Iteration 12Q: 3 clusters Score -599288.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -599341.625000 Penalty: 2780.334229
	Iteration 13Q: 3 clusters Score -599341.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -599384.562500 Penalty: 2780.334229
	Iteration 14Q: 3 clusters Score -599384.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -599413.000000 Penalty: 2780.334229
	Iteration 15Q: 3 clusters Score -599413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -599429.000000 Penalty: 2780.334229
	Iteration 16Q: 3 clusters Score -599429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -599438.062500 Penalty: 2780.334229
	Iteration 17Q: 3 clusters Score -599438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -599446.625000 Penalty: 2780.334229
	Iteration 18Q: 3 clusters Score -599446.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -599454.750000 Penalty: 2780.334229
	Iteration 19Q: 3 clusters Score -599454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -599462.812500 Penalty: 2780.334229
	Iteration 20F: 3 clusters Score -599462.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -599476.875000 Penalty: 2780.334229
	Iteration 21Q: 3 clusters Score -599476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -599488.437500 Penalty: 2780.334229
	Iteration 22Q: 3 clusters Score -599488.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -599496.375000 Penalty: 2780.334229
	Iteration 23Q: 3 clusters Score -599496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -599500.125000 Penalty: 2780.334229
	Iteration 24Q: 3 clusters Score -599500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -599504.500000 Penalty: 2780.334229
	Iteration 25Q: 3 clusters Score -599504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -599506.375000 Penalty: 2780.334229
	Iteration 26Q: 3 clusters Score -599506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -599508.125000 Penalty: 2780.334229
	Iteration 27Q: 3 clusters Score -599508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -599511.625000 Penalty: 2780.334229
	Iteration 28Q: 3 clusters Score -599511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -599513.750000 Penalty: 2780.334229
	Iteration 29Q: 3 clusters Score -599513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -599513.687500 Penalty: 2780.334229
	Iteration 30Q: 3 clusters Score -599513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -599513.750000 Penalty: 2780.334229
	Iteration 31Q: 3 clusters Score -599513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -599513.750000 Penalty: 2780.334229
	Iteration 32F: 3 clusters Score -599513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 114200 members 
Mstep: Class 7 contains 102669 members 
Mstep: Class 8 contains 63227 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 47477 members 
Mstep: Class 17 contains 106302 members 
Mstep: Class 18 contains 78599 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 108950 members 
Mstep: Class 23 contains 98181 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 62400 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 33966 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 122466 members 
Mstep: Class 32 contains 8041 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 2190.227783 but Gain 2268.664062
Score: -141728256.000000 Penalty: 90746.617188
Iteration 119Q: 41 clusters Score -1.417283e+08 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 107784 members 
Mstep: Class 5 contains 437 members 
Mstep: Class 6 contains 117501 members 
Mstep: Class 7 contains 102638 members 
Mstep: Class 8 contains 63085 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 14250 members 
Mstep: Class 14 contains 7347 members 
Mstep: Class 15 contains 2764 members 
Mstep: Class 16 contains 46937 members 
Mstep: Class 17 contains 105608 members 
Mstep: Class 18 contains 78572 members 
Mstep: Class 19 contains 2085 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 109429 members 
Mstep: Class 23 contains 96772 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 62364 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 33649 members 
Mstep: Class 28 contains 17994 members 
Mstep: Class 29 contains 1809 members 
Mstep: Class 30 contains 4290 members 
Mstep: Class 31 contains 122175 members 
Mstep: Class 32 contains 8039 members 
Mstep: Class 33 contains 7849 members 
Mstep: Class 34 contains 812 members 
Mstep: Class 35 contains 15555 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 5234 members 
Mstep: Class 41 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730464.000000 Penalty: 90746.617188
Iteration 120F: 41 clusters Score -1.417305e+08 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 108322 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 120378 members 
Mstep: Class 7 contains 102653 members 
Mstep: Class 8 contains 63004 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 7353 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 46165 members 
Mstep: Class 17 contains 104934 members 
Mstep: Class 18 contains 78550 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 495 members 
Mstep: Class 22 contains 109508 members 
Mstep: Class 23 contains 95139 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 62224 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 33311 members 
Mstep: Class 28 contains 17810 members 
Mstep: Class 29 contains 1811 members 
Mstep: Class 30 contains 4235 members 
Mstep: Class 31 contains 121939 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 7824 members 
Mstep: Class 34 contains 829 members 
Mstep: Class 35 contains 15914 members 
Mstep: Class 36 contains 248 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 5270 members 
Mstep: Class 41 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731184.000000 Penalty: 90746.617188
Iteration 121Q: 41 clusters Score -1.417312e+08 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 108983 members 
Mstep: Class 5 contains 437 members 
Mstep: Class 6 contains 122489 members 
Mstep: Class 7 contains 102689 members 
Mstep: Class 8 contains 63023 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6916 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 7367 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 45505 members 
Mstep: Class 17 contains 104533 members 
Mstep: Class 18 contains 78528 members 
Mstep: Class 19 contains 2081 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 109560 members 
Mstep: Class 23 contains 93656 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 62068 members 
Mstep: Class 26 contains 253 members 
Mstep: Class 27 contains 32973 members 
Mstep: Class 28 contains 17671 members 
Mstep: Class 29 contains 1812 members 
Mstep: Class 30 contains 4185 members 
Mstep: Class 31 contains 121840 members 
Mstep: Class 32 contains 8031 members 
Mstep: Class 33 contains 7786 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 16196 members 
Mstep: Class 36 contains 248 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 5303 members 
Mstep: Class 41 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731408.000000 Penalty: 90746.617188
Iteration 122Q: 41 clusters Score -1.417314e+08 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 109613 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 124019 members 
Mstep: Class 7 contains 102730 members 
Mstep: Class 8 contains 63180 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6892 members 
Mstep: Class 13 contains 14485 members 
Mstep: Class 14 contains 7371 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 44921 members 
Mstep: Class 17 contains 104480 members 
Mstep: Class 18 contains 78521 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 109514 members 
Mstep: Class 23 contains 92339 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 61939 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 32627 members 
Mstep: Class 28 contains 17512 members 
Mstep: Class 29 contains 1816 members 
Mstep: Class 30 contains 4130 members 
Mstep: Class 31 contains 121821 members 
Mstep: Class 32 contains 8029 members 
Mstep: Class 33 contains 7769 members 
Mstep: Class 34 contains 837 members 
Mstep: Class 35 contains 16406 members 
Mstep: Class 36 contains 248 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 5327 members 
Mstep: Class 41 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730384.000000 Penalty: 90746.617188
Iteration 123Q: 41 clusters Score -1.417304e+08 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 110141 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 124998 members 
Mstep: Class 7 contains 102805 members 
Mstep: Class 8 contains 63444 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6091 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 14565 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 44436 members 
Mstep: Class 17 contains 104684 members 
Mstep: Class 18 contains 78510 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 109298 members 
Mstep: Class 23 contains 91238 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 61856 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 32288 members 
Mstep: Class 28 contains 17376 members 
Mstep: Class 29 contains 1816 members 
Mstep: Class 30 contains 4071 members 
Mstep: Class 31 contains 121897 members 
Mstep: Class 32 contains 8028 members 
Mstep: Class 33 contains 7747 members 
Mstep: Class 34 contains 841 members 
Mstep: Class 35 contains 16570 members 
Mstep: Class 36 contains 248 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 5337 members 
Mstep: Class 41 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729888.000000 Penalty: 90746.617188
Iteration 124Q: 41 clusters Score -1.417299e+08 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 110459 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 125488 members 
Mstep: Class 7 contains 102921 members 
Mstep: Class 8 contains 63768 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6858 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 7372 members 
Mstep: Class 15 contains 2870 members 
Mstep: Class 16 contains 43967 members 
Mstep: Class 17 contains 105177 members 
Mstep: Class 18 contains 78487 members 
Mstep: Class 19 contains 2080 members 
Mstep: Class 20 contains 1308 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 109015 members 
Mstep: Class 23 contains 90564 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61787 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 31981 members 
Mstep: Class 28 contains 17272 members 
Mstep: Class 29 contains 1810 members 
Mstep: Class 30 contains 4017 members 
Mstep: Class 31 contains 121957 members 
Mstep: Class 32 contains 8019 members 
Mstep: Class 33 contains 7715 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 16698 members 
Mstep: Class 36 contains 248 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5346 members 
Mstep: Class 41 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729152.000000 Penalty: 90746.617188
Iteration 125Q: 41 clusters Score -1.417292e+08 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 110654 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 125539 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 64173 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6099 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6842 members 
Mstep: Class 13 contains 14637 members 
Mstep: Class 14 contains 7359 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 16 contains 43564 members 
Mstep: Class 17 contains 105764 members 
Mstep: Class 18 contains 78455 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 108720 members 
Mstep: Class 23 contains 90183 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61742 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 31727 members 
Mstep: Class 28 contains 17196 members 
Mstep: Class 29 contains 1809 members 
Mstep: Class 30 contains 3960 members 
Mstep: Class 31 contains 122020 members 
Mstep: Class 32 contains 8012 members 
Mstep: Class 33 contains 7685 members 
Mstep: Class 34 contains 841 members 
Mstep: Class 35 contains 16799 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5357 members 
Mstep: Class 41 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728656.000000 Penalty: 90746.617188
Iteration 126Q: 41 clusters Score -1.417287e+08 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 110774 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 125238 members 
Mstep: Class 7 contains 103120 members 
Mstep: Class 8 contains 64687 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6829 members 
Mstep: Class 13 contains 14657 members 
Mstep: Class 14 contains 7356 members 
Mstep: Class 15 contains 2909 members 
Mstep: Class 16 contains 43241 members 
Mstep: Class 17 contains 106369 members 
Mstep: Class 18 contains 78423 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 108409 members 
Mstep: Class 23 contains 89989 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61707 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 31462 members 
Mstep: Class 28 contains 17120 members 
Mstep: Class 29 contains 1811 members 
Mstep: Class 30 contains 3905 members 
Mstep: Class 31 contains 122132 members 
Mstep: Class 32 contains 8007 members 
Mstep: Class 33 contains 7664 members 
Mstep: Class 34 contains 841 members 
Mstep: Class 35 contains 16890 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 41 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728016.000000 Penalty: 90746.617188
Iteration 127Q: 41 clusters Score -1.41728e+08 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 110741 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 124803 members 
Mstep: Class 7 contains 103173 members 
Mstep: Class 8 contains 65182 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6808 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 42949 members 
Mstep: Class 17 contains 107034 members 
Mstep: Class 18 contains 78392 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 108176 members 
Mstep: Class 23 contains 89939 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61688 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 31224 members 
Mstep: Class 28 contains 17055 members 
Mstep: Class 29 contains 1814 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 122235 members 
Mstep: Class 32 contains 7997 members 
Mstep: Class 33 contains 7661 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 16951 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5384 members 
Mstep: Class 41 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727920.000000 Penalty: 90746.617188
Iteration 128Q: 41 clusters Score -1.417279e+08 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 110674 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 124185 members 
Mstep: Class 7 contains 103217 members 
Mstep: Class 8 contains 65696 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6119 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 42680 members 
Mstep: Class 17 contains 107733 members 
Mstep: Class 18 contains 78363 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 107989 members 
Mstep: Class 23 contains 90021 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61666 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 31030 members 
Mstep: Class 28 contains 17001 members 
Mstep: Class 29 contains 1814 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 122304 members 
Mstep: Class 32 contains 7982 members 
Mstep: Class 33 contains 7658 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 16986 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5388 members 
Mstep: Class 41 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727488.000000 Penalty: 90746.617188
Iteration 129Q: 41 clusters Score -1.417275e+08 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 606 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 110497 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 123625 members 
Mstep: Class 7 contains 103193 members 
Mstep: Class 8 contains 66183 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 6766 members 
Mstep: Class 13 contains 14756 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 2956 members 
Mstep: Class 16 contains 42447 members 
Mstep: Class 17 contains 108369 members 
Mstep: Class 18 contains 78326 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 107882 members 
Mstep: Class 23 contains 90221 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61648 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 30861 members 
Mstep: Class 28 contains 16948 members 
Mstep: Class 29 contains 1816 members 
Mstep: Class 30 contains 3744 members 
Mstep: Class 31 contains 122355 members 
Mstep: Class 32 contains 7974 members 
Mstep: Class 33 contains 7646 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 17022 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5389 members 
Mstep: Class 41 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727312.000000 Penalty: 90746.617188
Iteration 130Q: 41 clusters Score -1.417273e+08 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 110319 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 123020 members 
Mstep: Class 7 contains 103191 members 
Mstep: Class 8 contains 66688 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6748 members 
Mstep: Class 13 contains 14766 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 42232 members 
Mstep: Class 17 contains 108928 members 
Mstep: Class 18 contains 78308 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 107874 members 
Mstep: Class 23 contains 90476 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61622 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 30696 members 
Mstep: Class 28 contains 16897 members 
Mstep: Class 29 contains 1820 members 
Mstep: Class 30 contains 3665 members 
Mstep: Class 31 contains 122367 members 
Mstep: Class 32 contains 7964 members 
Mstep: Class 33 contains 7648 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 17041 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5388 members 
Mstep: Class 41 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727584.000000 Penalty: 90746.617188
Iteration 131Q: 41 clusters Score -1.417276e+08 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 110113 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 122457 members 
Mstep: Class 7 contains 103192 members 
Mstep: Class 8 contains 67166 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6139 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6736 members 
Mstep: Class 13 contains 14758 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 42028 members 
Mstep: Class 17 contains 109378 members 
Mstep: Class 18 contains 78308 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 107893 members 
Mstep: Class 23 contains 90793 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61581 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 30531 members 
Mstep: Class 28 contains 16867 members 
Mstep: Class 29 contains 1829 members 
Mstep: Class 30 contains 3588 members 
Mstep: Class 31 contains 122350 members 
Mstep: Class 32 contains 7957 members 
Mstep: Class 33 contains 7646 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 17070 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5384 members 
Mstep: Class 41 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728000.000000 Penalty: 90746.617188
Iteration 132Q: 41 clusters Score -1.41728e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 109968 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 121893 members 
Mstep: Class 7 contains 103179 members 
Mstep: Class 8 contains 67593 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6147 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 14755 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 41837 members 
Mstep: Class 17 contains 109630 members 
Mstep: Class 18 contains 78321 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 107995 members 
Mstep: Class 23 contains 91236 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61550 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 30377 members 
Mstep: Class 28 contains 16842 members 
Mstep: Class 29 contains 1830 members 
Mstep: Class 30 contains 3507 members 
Mstep: Class 31 contains 122272 members 
Mstep: Class 32 contains 7949 members 
Mstep: Class 33 contains 7641 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 17106 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5391 members 
Mstep: Class 41 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728160.000000 Penalty: 90746.617188
Iteration 133Q: 41 clusters Score -1.417282e+08 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109842 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 121397 members 
Mstep: Class 7 contains 103185 members 
Mstep: Class 8 contains 68047 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6155 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 7388 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 41665 members 
Mstep: Class 17 contains 109704 members 
Mstep: Class 18 contains 78349 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 108089 members 
Mstep: Class 23 contains 91763 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61512 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 30222 members 
Mstep: Class 28 contains 16817 members 
Mstep: Class 29 contains 1830 members 
Mstep: Class 30 contains 3432 members 
Mstep: Class 31 contains 122145 members 
Mstep: Class 32 contains 7944 members 
Mstep: Class 33 contains 7630 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 17130 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5394 members 
Mstep: Class 41 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728656.000000 Penalty: 90746.617188
Iteration 134Q: 41 clusters Score -1.417287e+08 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 109693 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 120880 members 
Mstep: Class 7 contains 103183 members 
Mstep: Class 8 contains 68462 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 14746 members 
Mstep: Class 14 contains 7393 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 109673 members 
Mstep: Class 18 contains 78370 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 108251 members 
Mstep: Class 23 contains 92372 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61501 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 30083 members 
Mstep: Class 28 contains 16791 members 
Mstep: Class 29 contains 1838 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 122010 members 
Mstep: Class 32 contains 7940 members 
Mstep: Class 33 contains 7622 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 17159 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5393 members 
Mstep: Class 41 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729472.000000 Penalty: 90746.617188
Iteration 135Q: 41 clusters Score -1.417295e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 109570 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 120308 members 
Mstep: Class 7 contains 103192 members 
Mstep: Class 8 contains 68872 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 14746 members 
Mstep: Class 14 contains 7390 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 41327 members 
Mstep: Class 17 contains 109559 members 
Mstep: Class 18 contains 78380 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 108432 members 
Mstep: Class 23 contains 93073 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61466 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 29972 members 
Mstep: Class 28 contains 16770 members 
Mstep: Class 29 contains 1840 members 
Mstep: Class 30 contains 3298 members 
Mstep: Class 31 contains 121887 members 
Mstep: Class 32 contains 7928 members 
Mstep: Class 33 contains 7620 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 17187 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5395 members 
Mstep: Class 41 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729952.000000 Penalty: 90746.617188
Iteration 136Q: 41 clusters Score -1.4173e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 109452 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 119756 members 
Mstep: Class 7 contains 103183 members 
Mstep: Class 8 contains 69256 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6173 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6685 members 
Mstep: Class 13 contains 14731 members 
Mstep: Class 14 contains 7392 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 41155 members 
Mstep: Class 17 contains 109342 members 
Mstep: Class 18 contains 78393 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 108648 members 
Mstep: Class 23 contains 93830 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61432 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 29848 members 
Mstep: Class 28 contains 16745 members 
Mstep: Class 29 contains 1845 members 
Mstep: Class 30 contains 3247 members 
Mstep: Class 31 contains 121801 members 
Mstep: Class 32 contains 7925 members 
Mstep: Class 33 contains 7610 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 17206 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5394 members 
Mstep: Class 41 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730272.000000 Penalty: 90746.617188
Iteration 137Q: 41 clusters Score -1.417303e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 109359 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 119323 members 
Mstep: Class 7 contains 103182 members 
Mstep: Class 8 contains 69606 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6177 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6682 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 41013 members 
Mstep: Class 17 contains 109024 members 
Mstep: Class 18 contains 78398 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 108819 members 
Mstep: Class 23 contains 94591 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61376 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 29718 members 
Mstep: Class 28 contains 16706 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 3206 members 
Mstep: Class 31 contains 121709 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7611 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 17237 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5393 members 
Mstep: Class 41 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730432.000000 Penalty: 90746.617188
Iteration 138Q: 41 clusters Score -1.417304e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 109313 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 118959 members 
Mstep: Class 7 contains 103213 members 
Mstep: Class 8 contains 69924 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6682 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 17 contains 108689 members 
Mstep: Class 18 contains 78398 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 1308 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 109024 members 
Mstep: Class 23 contains 95349 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61318 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 29595 members 
Mstep: Class 28 contains 16665 members 
Mstep: Class 29 contains 1857 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 121558 members 
Mstep: Class 32 contains 7919 members 
Mstep: Class 33 contains 7607 members 
Mstep: Class 34 contains 850 members 
Mstep: Class 35 contains 17258 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5399 members 
Mstep: Class 41 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730624.000000 Penalty: 90746.617188
Iteration 139Q: 41 clusters Score -1.417306e+08 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 109249 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 118609 members 
Mstep: Class 7 contains 103248 members 
Mstep: Class 8 contains 70218 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6184 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6677 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 7388 members 
Mstep: Class 15 contains 3117 members 
Mstep: Class 16 contains 40639 members 
Mstep: Class 17 contains 108248 members 
Mstep: Class 18 contains 78391 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 109216 members 
Mstep: Class 23 contains 96224 members 
Mstep: Class 24 contains 318 members 
Mstep: Class 25 contains 61274 members 
Mstep: Class 26 contains 246 members 
Mstep: Class 27 contains 29486 members 
Mstep: Class 28 contains 16624 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 121451 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 7603 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 17285 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 5402 members 
Mstep: Class 41 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731712.000000 Penalty: 90746.617188
Iteration 140F: 41 clusters Score -1.417317e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 109147 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 118310 members 
Mstep: Class 7 contains 103289 members 
Mstep: Class 8 contains 70475 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 40461 members 
Mstep: Class 17 contains 107737 members 
Mstep: Class 18 contains 78402 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 109421 members 
Mstep: Class 23 contains 97217 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61222 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 29389 members 
Mstep: Class 28 contains 16580 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 3101 members 
Mstep: Class 31 contains 121257 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 7606 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 17315 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 5410 members 
Mstep: Class 41 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732048.000000 Penalty: 90746.617188
Iteration 141Q: 41 clusters Score -1.41732e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 109075 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 118076 members 
Mstep: Class 7 contains 103320 members 
Mstep: Class 8 contains 70681 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6184 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 14575 members 
Mstep: Class 14 contains 7393 members 
Mstep: Class 15 contains 3135 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 107211 members 
Mstep: Class 18 contains 78414 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 109586 members 
Mstep: Class 23 contains 98235 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61170 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 29283 members 
Mstep: Class 28 contains 16535 members 
Mstep: Class 29 contains 1855 members 
Mstep: Class 30 contains 3064 members 
Mstep: Class 31 contains 121066 members 
Mstep: Class 32 contains 7903 members 
Mstep: Class 33 contains 7601 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 17325 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 5415 members 
Mstep: Class 41 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732016.000000 Penalty: 90746.617188
Iteration 142Q: 41 clusters Score -1.41732e+08 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 108976 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 117881 members 
Mstep: Class 7 contains 103344 members 
Mstep: Class 8 contains 70865 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6184 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6662 members 
Mstep: Class 13 contains 14549 members 
Mstep: Class 14 contains 7394 members 
Mstep: Class 15 contains 3146 members 
Mstep: Class 16 contains 40160 members 
Mstep: Class 17 contains 106723 members 
Mstep: Class 18 contains 78391 members 
Mstep: Class 19 contains 2049 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 109712 members 
Mstep: Class 23 contains 99339 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61094 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 29195 members 
Mstep: Class 28 contains 16497 members 
Mstep: Class 29 contains 1854 members 
Mstep: Class 30 contains 3034 members 
Mstep: Class 31 contains 120833 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 7595 members 
Mstep: Class 34 contains 862 members 
Mstep: Class 35 contains 17339 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5427 members 
Mstep: Class 41 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732288.000000 Penalty: 90746.617188
Iteration 143Q: 41 clusters Score -1.417323e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 108944 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 117734 members 
Mstep: Class 7 contains 103357 members 
Mstep: Class 8 contains 71021 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6184 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 14524 members 
Mstep: Class 14 contains 7392 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 39986 members 
Mstep: Class 17 contains 106150 members 
Mstep: Class 18 contains 78384 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 109795 members 
Mstep: Class 23 contains 100528 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61001 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 29093 members 
Mstep: Class 28 contains 16480 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 120584 members 
Mstep: Class 32 contains 7890 members 
Mstep: Class 33 contains 7601 members 
Mstep: Class 34 contains 862 members 
Mstep: Class 35 contains 17345 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5432 members 
Mstep: Class 41 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732784.000000 Penalty: 90746.617188
Iteration 144Q: 41 clusters Score -1.417328e+08 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108920 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 117588 members 
Mstep: Class 7 contains 103365 members 
Mstep: Class 8 contains 71131 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 14510 members 
Mstep: Class 14 contains 7388 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 39841 members 
Mstep: Class 17 contains 105509 members 
Mstep: Class 18 contains 78378 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 1310 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 109877 members 
Mstep: Class 23 contains 101838 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60927 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28999 members 
Mstep: Class 28 contains 16464 members 
Mstep: Class 29 contains 1858 members 
Mstep: Class 30 contains 2976 members 
Mstep: Class 31 contains 120256 members 
Mstep: Class 32 contains 7888 members 
Mstep: Class 33 contains 7605 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17344 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5433 members 
Mstep: Class 41 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733120.000000 Penalty: 90746.617188
Iteration 145Q: 41 clusters Score -1.417331e+08 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 108985 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117472 members 
Mstep: Class 7 contains 103386 members 
Mstep: Class 8 contains 71225 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 3170 members 
Mstep: Class 16 contains 39679 members 
Mstep: Class 17 contains 104892 members 
Mstep: Class 18 contains 78369 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 109974 members 
Mstep: Class 23 contains 103088 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60860 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28882 members 
Mstep: Class 28 contains 16439 members 
Mstep: Class 29 contains 1860 members 
Mstep: Class 30 contains 2941 members 
Mstep: Class 31 contains 119888 members 
Mstep: Class 32 contains 7886 members 
Mstep: Class 33 contains 7607 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17346 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5436 members 
Mstep: Class 41 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733808.000000 Penalty: 90746.617188
Iteration 146Q: 41 clusters Score -1.417338e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 108993 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117432 members 
Mstep: Class 7 contains 103426 members 
Mstep: Class 8 contains 71343 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6188 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 39554 members 
Mstep: Class 17 contains 104316 members 
Mstep: Class 18 contains 78360 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110073 members 
Mstep: Class 23 contains 104193 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60792 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28771 members 
Mstep: Class 28 contains 16414 members 
Mstep: Class 29 contains 1861 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 119505 members 
Mstep: Class 32 contains 7886 members 
Mstep: Class 33 contains 7608 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17352 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5442 members 
Mstep: Class 41 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733968.000000 Penalty: 90746.617188
Iteration 147Q: 41 clusters Score -1.41734e+08 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 108970 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117415 members 
Mstep: Class 7 contains 103488 members 
Mstep: Class 8 contains 71456 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 39450 members 
Mstep: Class 17 contains 103863 members 
Mstep: Class 18 contains 78348 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110155 members 
Mstep: Class 23 contains 105146 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60732 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28669 members 
Mstep: Class 28 contains 16404 members 
Mstep: Class 29 contains 1860 members 
Mstep: Class 30 contains 2871 members 
Mstep: Class 31 contains 119113 members 
Mstep: Class 32 contains 7883 members 
Mstep: Class 33 contains 7597 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17368 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5451 members 
Mstep: Class 41 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734416.000000 Penalty: 90746.617188
Iteration 148Q: 41 clusters Score -1.417344e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108995 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117434 members 
Mstep: Class 7 contains 103574 members 
Mstep: Class 8 contains 71584 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6196 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6596 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 3177 members 
Mstep: Class 16 contains 39329 members 
Mstep: Class 17 contains 103453 members 
Mstep: Class 18 contains 78351 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 1308 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110241 members 
Mstep: Class 23 contains 106032 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60682 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28553 members 
Mstep: Class 28 contains 16368 members 
Mstep: Class 29 contains 1858 members 
Mstep: Class 30 contains 2845 members 
Mstep: Class 31 contains 118659 members 
Mstep: Class 32 contains 7882 members 
Mstep: Class 33 contains 7590 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17374 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5451 members 
Mstep: Class 41 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734480.000000 Penalty: 90746.617188
Iteration 149Q: 41 clusters Score -1.417345e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109034 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117457 members 
Mstep: Class 7 contains 103669 members 
Mstep: Class 8 contains 71691 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6199 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6583 members 
Mstep: Class 13 contains 14484 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 39202 members 
Mstep: Class 17 contains 103030 members 
Mstep: Class 18 contains 78357 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110301 members 
Mstep: Class 23 contains 106853 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60633 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28457 members 
Mstep: Class 28 contains 16352 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 2820 members 
Mstep: Class 31 contains 118273 members 
Mstep: Class 32 contains 7878 members 
Mstep: Class 33 contains 7584 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17377 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5452 members 
Mstep: Class 41 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734576.000000 Penalty: 90746.617188
Iteration 150Q: 41 clusters Score -1.417346e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109087 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117440 members 
Mstep: Class 7 contains 103802 members 
Mstep: Class 8 contains 71767 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6201 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 3180 members 
Mstep: Class 16 contains 39082 members 
Mstep: Class 17 contains 102665 members 
Mstep: Class 18 contains 78350 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110356 members 
Mstep: Class 23 contains 107640 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60574 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28362 members 
Mstep: Class 28 contains 16341 members 
Mstep: Class 29 contains 1852 members 
Mstep: Class 30 contains 2800 members 
Mstep: Class 31 contains 117882 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 7575 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17390 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5449 members 
Mstep: Class 41 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735088.000000 Penalty: 90746.617188
Iteration 151Q: 41 clusters Score -1.417351e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109101 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117468 members 
Mstep: Class 7 contains 103914 members 
Mstep: Class 8 contains 71867 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 14472 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 3180 members 
Mstep: Class 16 contains 38967 members 
Mstep: Class 17 contains 102329 members 
Mstep: Class 18 contains 78339 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110400 members 
Mstep: Class 23 contains 108309 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60515 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28281 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 1850 members 
Mstep: Class 30 contains 2782 members 
Mstep: Class 31 contains 117557 members 
Mstep: Class 32 contains 7869 members 
Mstep: Class 33 contains 7574 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17400 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5452 members 
Mstep: Class 41 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735344.000000 Penalty: 90746.617188
Iteration 152Q: 41 clusters Score -1.417353e+08 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109132 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117517 members 
Mstep: Class 7 contains 104023 members 
Mstep: Class 8 contains 71987 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6203 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 14465 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3180 members 
Mstep: Class 16 contains 38844 members 
Mstep: Class 17 contains 102065 members 
Mstep: Class 18 contains 78321 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110453 members 
Mstep: Class 23 contains 108895 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60442 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28196 members 
Mstep: Class 28 contains 16312 members 
Mstep: Class 29 contains 1852 members 
Mstep: Class 30 contains 2763 members 
Mstep: Class 31 contains 117207 members 
Mstep: Class 32 contains 7872 members 
Mstep: Class 33 contains 7569 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17406 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5456 members 
Mstep: Class 41 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735232.000000 Penalty: 90746.617188
Iteration 153Q: 41 clusters Score -1.417352e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109101 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117589 members 
Mstep: Class 7 contains 104162 members 
Mstep: Class 8 contains 72099 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6206 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 14469 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 38737 members 
Mstep: Class 17 contains 101892 members 
Mstep: Class 18 contains 78305 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110533 members 
Mstep: Class 23 contains 109393 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60345 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28131 members 
Mstep: Class 28 contains 16287 members 
Mstep: Class 29 contains 1853 members 
Mstep: Class 30 contains 2751 members 
Mstep: Class 31 contains 116826 members 
Mstep: Class 32 contains 7873 members 
Mstep: Class 33 contains 7564 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17421 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5459 members 
Mstep: Class 41 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735312.000000 Penalty: 90746.617188
Iteration 154Q: 41 clusters Score -1.417353e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109098 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117608 members 
Mstep: Class 7 contains 104260 members 
Mstep: Class 8 contains 72238 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6205 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 14469 members 
Mstep: Class 14 contains 7373 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 38640 members 
Mstep: Class 17 contains 101739 members 
Mstep: Class 18 contains 78301 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110559 members 
Mstep: Class 23 contains 109823 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60277 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 28053 members 
Mstep: Class 28 contains 16270 members 
Mstep: Class 29 contains 1852 members 
Mstep: Class 30 contains 2739 members 
Mstep: Class 31 contains 116539 members 
Mstep: Class 32 contains 7875 members 
Mstep: Class 33 contains 7561 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17438 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5464 members 
Mstep: Class 41 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735392.000000 Penalty: 90746.617188
Iteration 155Q: 41 clusters Score -1.417354e+08 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109124 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117626 members 
Mstep: Class 7 contains 104381 members 
Mstep: Class 8 contains 72358 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6206 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14470 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 38558 members 
Mstep: Class 17 contains 101579 members 
Mstep: Class 18 contains 78307 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110627 members 
Mstep: Class 23 contains 110159 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60198 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27983 members 
Mstep: Class 28 contains 16258 members 
Mstep: Class 29 contains 1854 members 
Mstep: Class 30 contains 2728 members 
Mstep: Class 31 contains 116261 members 
Mstep: Class 32 contains 7875 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17446 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5471 members 
Mstep: Class 41 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735248.000000 Penalty: 90746.617188
Iteration 156Q: 41 clusters Score -1.417352e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109102 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117653 members 
Mstep: Class 7 contains 104505 members 
Mstep: Class 8 contains 72481 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6204 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14480 members 
Mstep: Class 14 contains 7375 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 38498 members 
Mstep: Class 17 contains 101459 members 
Mstep: Class 18 contains 78316 members 
Mstep: Class 19 contains 2020 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110686 members 
Mstep: Class 23 contains 110436 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60129 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27902 members 
Mstep: Class 28 contains 16264 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 2723 members 
Mstep: Class 31 contains 115989 members 
Mstep: Class 32 contains 7877 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17456 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5471 members 
Mstep: Class 41 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735392.000000 Penalty: 90746.617188
Iteration 157Q: 41 clusters Score -1.417354e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109076 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117719 members 
Mstep: Class 7 contains 104646 members 
Mstep: Class 8 contains 72625 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14485 members 
Mstep: Class 14 contains 7371 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38439 members 
Mstep: Class 17 contains 101365 members 
Mstep: Class 18 contains 78332 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110702 members 
Mstep: Class 23 contains 110647 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60058 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27828 members 
Mstep: Class 28 contains 16268 members 
Mstep: Class 29 contains 1860 members 
Mstep: Class 30 contains 2711 members 
Mstep: Class 31 contains 115734 members 
Mstep: Class 32 contains 7872 members 
Mstep: Class 33 contains 7555 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17467 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5473 members 
Mstep: Class 41 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735296.000000 Penalty: 90746.617188
Iteration 158Q: 41 clusters Score -1.417353e+08 nChanged 3307
Entering ConstructFrom: 
Score: -141735296.000000 Penalty: 90746.617188
Entering ConstructFrom: 
Trying to split cluster 1 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -41086.003906 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -41086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40136.726562 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -40136.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40288.984375 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -40288.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40354.296875 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -40354.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40437.417969 Penalty: 1954.457520
	Iteration 3F: 3 clusters Score -40437.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40492.289062 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -40492.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40528.210938 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -40528.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40581.160156 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -40581.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40632.656250 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -40632.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40684.042969 Penalty: 1954.457520
	Iteration 8Q: 3 clusters Score -40684.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40729.457031 Penalty: 1954.457520
	Iteration 9Q: 3 clusters Score -40729.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40790.960938 Penalty: 1954.457520
	Iteration 10Q: 3 clusters Score -40790.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40824.894531 Penalty: 1954.457520
	Iteration 11Q: 3 clusters Score -40824.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40849.996094 Penalty: 1954.457520
	Iteration 12Q: 3 clusters Score -40850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40876.046875 Penalty: 1954.457520
	Iteration 13Q: 3 clusters Score -40876.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40893.996094 Penalty: 1954.457520
	Iteration 14Q: 3 clusters Score -40894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40902.804688 Penalty: 1954.457520
	Iteration 15Q: 3 clusters Score -40902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40902.804688 Penalty: 1954.457520
	Iteration 16F: 3 clusters Score -40902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -57273.109375 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -57273.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56239.953125 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -56239.95 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56743.046875 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -56743.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57118.761719 Penalty: 2077.916992
	Iteration 2F: 3 clusters Score -57118.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57280.296875 Penalty: 2077.916992
	Iteration 3F: 3 clusters Score -57280.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57373.023438 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -57373.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57413.929688 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -57413.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57457.828125 Penalty: 2077.916992
	Iteration 6Q: 3 clusters Score -57457.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57469.769531 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -57469.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57469.769531 Penalty: 2077.916992
	Iteration 8F: 3 clusters Score -57469.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 329 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109083 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117755 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 72753 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38383 members 
Mstep: Class 17 contains 101301 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110745 members 
Mstep: Class 23 contains 110827 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27743 members 
Mstep: Class 28 contains 16278 members 
Mstep: Class 29 contains 1866 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 115473 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 2557 members 
Entering Unmasked Estep 
Score: -141733616.000000 Penalty: 93015.281250
Splitting cluster 2 changes total score from -141735296.000000 to -141733616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -141456.437500 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -141456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139839.718750 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -139839.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140227.031250 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -140227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140391.250000 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -140391.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140575.734375 Penalty: 2325.503906
	Iteration 3F: 3 clusters Score -140575.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140731.906250 Penalty: 2325.503906
	Iteration 4F: 3 clusters Score -140731.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140878.031250 Penalty: 2325.503906
	Iteration 5F: 3 clusters Score -140878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -141026.625000 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -141026.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141129.578125 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -141129.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141208.328125 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -141208.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141257.578125 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -141257.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -141285.984375 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -141286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -141323.828125 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -141323.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -141351.906250 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -141351.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -141378.328125 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -141378.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141396.859375 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -141396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141405.265625 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -141405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141405.328125 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -141405.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141405.328125 Penalty: 2325.503906
	Iteration 17F: 3 clusters Score -141405.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Entering Unmasked Estep 
Score: -13738840.000000 Penalty: 1884.977905
	Iteration 0F: 2 clusters Score -1.373884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -13667372.000000 Penalty: 3769.955811
	Iteration 0F: 3 clusters Score -1.366737e+07 nChanged 52174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -13697737.000000 Penalty: 3769.955811
	Iteration 1F: 3 clusters Score -1.369774e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -13698480.000000 Penalty: 3769.955811
	Iteration 2Q: 3 clusters Score -1.369848e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -13699245.000000 Penalty: 3769.955811
	Iteration 3Q: 3 clusters Score -1.369924e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -13699954.000000 Penalty: 3769.955811
	Iteration 4Q: 3 clusters Score -1.369995e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -13700775.000000 Penalty: 3769.955811
	Iteration 5Q: 3 clusters Score -1.370078e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -13702133.000000 Penalty: 3769.955811
	Iteration 6Q: 3 clusters Score -1.370213e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -13703922.000000 Penalty: 3769.955811
	Iteration 7Q: 3 clusters Score -1.370392e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -13706889.000000 Penalty: 3769.955811
	Iteration 8F: 3 clusters Score -1.370689e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -13711675.000000 Penalty: 3769.955811
	Iteration 9F: 3 clusters Score -1.371168e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -13718324.000000 Penalty: 3769.955811
	Iteration 10F: 3 clusters Score -1.371832e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -13724393.000000 Penalty: 3769.955811
	Iteration 11F: 3 clusters Score -1.372439e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -13728484.000000 Penalty: 3769.955811
	Iteration 12F: 3 clusters Score -1.372848e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -13730517.000000 Penalty: 3769.955811
	Iteration 13Q: 3 clusters Score -1.373052e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -13731435.000000 Penalty: 3769.955811
	Iteration 14Q: 3 clusters Score -1.373144e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -13732154.000000 Penalty: 3769.955811
	Iteration 15Q: 3 clusters Score -1.373215e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -13732702.000000 Penalty: 3769.955811
	Iteration 16Q: 3 clusters Score -1.37327e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -13733162.000000 Penalty: 3769.955811
	Iteration 17Q: 3 clusters Score -1.373316e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -13733424.000000 Penalty: 3769.955811
	Iteration 18Q: 3 clusters Score -1.373342e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -13733594.000000 Penalty: 3769.955811
	Iteration 19Q: 3 clusters Score -1.373359e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -13733774.000000 Penalty: 3769.955811
	Iteration 20F: 3 clusters Score -1.373377e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -13733917.000000 Penalty: 3769.955811
	Iteration 21Q: 3 clusters Score -1.373392e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -13733973.000000 Penalty: 3769.955811
	Iteration 22Q: 3 clusters Score -1.373397e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -13734029.000000 Penalty: 3769.955811
	Iteration 23Q: 3 clusters Score -1.373403e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -13733995.000000 Penalty: 3769.955811
	Iteration 24Q: 3 clusters Score -1.3734e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -13734018.000000 Penalty: 3769.955811
	Iteration 25Q: 3 clusters Score -1.373402e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -13734001.000000 Penalty: 3769.955811
	Iteration 26Q: 3 clusters Score -1.3734e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -13733931.000000 Penalty: 3769.955811
	Iteration 27Q: 3 clusters Score -1.373393e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -13733897.000000 Penalty: 3769.955811
	Iteration 28Q: 3 clusters Score -1.37339e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -13733944.000000 Penalty: 3769.955811
	Iteration 29Q: 3 clusters Score -1.373394e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -13733904.000000 Penalty: 3769.955811
	Iteration 30Q: 3 clusters Score -1.37339e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -13733832.000000 Penalty: 3769.955811
	Iteration 31Q: 3 clusters Score -1.373383e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -13733774.000000 Penalty: 3769.955811
	Iteration 32Q: 3 clusters Score -1.373377e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -13733736.000000 Penalty: 3769.955811
	Iteration 33Q: 3 clusters Score -1.373374e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -13733717.000000 Penalty: 3769.955811
	Iteration 34Q: 3 clusters Score -1.373372e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -13733695.000000 Penalty: 3769.955811
	Iteration 35Q: 3 clusters Score -1.37337e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -13733668.000000 Penalty: 3769.955811
	Iteration 36Q: 3 clusters Score -1.373367e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -13733617.000000 Penalty: 3769.955811
	Iteration 37Q: 3 clusters Score -1.373362e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -13733558.000000 Penalty: 3769.955811
	Iteration 38Q: 3 clusters Score -1.373356e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -13733554.000000 Penalty: 3769.955811
	Iteration 39Q: 3 clusters Score -1.373355e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -13733529.000000 Penalty: 3769.955811
	Iteration 40F: 3 clusters Score -1.373353e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -13733477.000000 Penalty: 3769.955811
	Iteration 41Q: 3 clusters Score -1.373348e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -13733464.000000 Penalty: 3769.955811
	Iteration 42Q: 3 clusters Score -1.373346e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -13733442.000000 Penalty: 3769.955811
	Iteration 43Q: 3 clusters Score -1.373344e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -13733351.000000 Penalty: 3769.955811
	Iteration 44Q: 3 clusters Score -1.373335e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -13733260.000000 Penalty: 3769.955811
	Iteration 45Q: 3 clusters Score -1.373326e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -13733227.000000 Penalty: 3769.955811
	Iteration 46Q: 3 clusters Score -1.373323e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -13733142.000000 Penalty: 3769.955811
	Iteration 47Q: 3 clusters Score -1.373314e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -13733097.000000 Penalty: 3769.955811
	Iteration 48Q: 3 clusters Score -1.37331e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -13733042.000000 Penalty: 3769.955811
	Iteration 49Q: 3 clusters Score -1.373304e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -13732989.000000 Penalty: 3769.955811
	Iteration 50Q: 3 clusters Score -1.373299e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -13732951.000000 Penalty: 3769.955811
	Iteration 51Q: 3 clusters Score -1.373295e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -13732898.000000 Penalty: 3769.955811
	Iteration 52Q: 3 clusters Score -1.37329e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -13732822.000000 Penalty: 3769.955811
	Iteration 53Q: 3 clusters Score -1.373282e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -13732724.000000 Penalty: 3769.955811
	Iteration 54Q: 3 clusters Score -1.373272e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -13732658.000000 Penalty: 3769.955811
	Iteration 55Q: 3 clusters Score -1.373266e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -13732558.000000 Penalty: 3769.955811
	Iteration 56Q: 3 clusters Score -1.373256e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -13732524.000000 Penalty: 3769.955811
	Iteration 57Q: 3 clusters Score -1.373252e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -13732423.000000 Penalty: 3769.955811
	Iteration 58Q: 3 clusters Score -1.373242e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -13732349.000000 Penalty: 3769.955811
	Iteration 59Q: 3 clusters Score -1.373235e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -13732299.000000 Penalty: 3769.955811
	Iteration 60F: 3 clusters Score -1.37323e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -13732208.000000 Penalty: 3769.955811
	Iteration 61Q: 3 clusters Score -1.373221e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -13732155.000000 Penalty: 3769.955811
	Iteration 62Q: 3 clusters Score -1.373216e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -13732068.000000 Penalty: 3769.955811
	Iteration 63Q: 3 clusters Score -1.373207e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -13731971.000000 Penalty: 3769.955811
	Iteration 64Q: 3 clusters Score -1.373197e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -13731873.000000 Penalty: 3769.955811
	Iteration 65Q: 3 clusters Score -1.373187e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -13731747.000000 Penalty: 3769.955811
	Iteration 66Q: 3 clusters Score -1.373175e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -13731698.000000 Penalty: 3769.955811
	Iteration 67Q: 3 clusters Score -1.37317e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -13731628.000000 Penalty: 3769.955811
	Iteration 68Q: 3 clusters Score -1.373163e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -13731497.000000 Penalty: 3769.955811
	Iteration 69Q: 3 clusters Score -1.37315e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -13731388.000000 Penalty: 3769.955811
	Iteration 70Q: 3 clusters Score -1.373139e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -13731290.000000 Penalty: 3769.955811
	Iteration 71Q: 3 clusters Score -1.373129e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -13731231.000000 Penalty: 3769.955811
	Iteration 72Q: 3 clusters Score -1.373123e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -13731162.000000 Penalty: 3769.955811
	Iteration 73Q: 3 clusters Score -1.373116e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -13731142.000000 Penalty: 3769.955811
	Iteration 74Q: 3 clusters Score -1.373114e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -13731039.000000 Penalty: 3769.955811
	Iteration 75Q: 3 clusters Score -1.373104e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -13730927.000000 Penalty: 3769.955811
	Iteration 76Q: 3 clusters Score -1.373093e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -13730845.000000 Penalty: 3769.955811
	Iteration 77Q: 3 clusters Score -1.373084e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -13730753.000000 Penalty: 3769.955811
	Iteration 78Q: 3 clusters Score -1.373075e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -13730611.000000 Penalty: 3769.955811
	Iteration 79Q: 3 clusters Score -1.373061e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -13730580.000000 Penalty: 3769.955811
	Iteration 80F: 3 clusters Score -1.373058e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -13730464.000000 Penalty: 3769.955811
	Iteration 81Q: 3 clusters Score -1.373046e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -13730332.000000 Penalty: 3769.955811
	Iteration 82Q: 3 clusters Score -1.373033e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -13730274.000000 Penalty: 3769.955811
	Iteration 83Q: 3 clusters Score -1.373027e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -13730245.000000 Penalty: 3769.955811
	Iteration 84Q: 3 clusters Score -1.373024e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -13730224.000000 Penalty: 3769.955811
	Iteration 85Q: 3 clusters Score -1.373022e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -13730100.000000 Penalty: 3769.955811
	Iteration 86Q: 3 clusters Score -1.37301e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -13730052.000000 Penalty: 3769.955811
	Iteration 87Q: 3 clusters Score -1.373005e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -13730000.000000 Penalty: 3769.955811
	Iteration 88Q: 3 clusters Score -1.373e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -13729944.000000 Penalty: 3769.955811
	Iteration 89Q: 3 clusters Score -1.372994e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -13729916.000000 Penalty: 3769.955811
	Iteration 90Q: 3 clusters Score -1.372992e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -13729911.000000 Penalty: 3769.955811
	Iteration 91Q: 3 clusters Score -1.372991e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -13729849.000000 Penalty: 3769.955811
	Iteration 92Q: 3 clusters Score -1.372985e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -13729833.000000 Penalty: 3769.955811
	Iteration 93Q: 3 clusters Score -1.372983e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -13729761.000000 Penalty: 3769.955811
	Iteration 94Q: 3 clusters Score -1.372976e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -13729776.000000 Penalty: 3769.955811
	Iteration 95Q: 3 clusters Score -1.372978e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -13729777.000000 Penalty: 3769.955811
	Iteration 96Q: 3 clusters Score -1.372978e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -13729738.000000 Penalty: 3769.955811
	Iteration 97Q: 3 clusters Score -1.372974e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -13729680.000000 Penalty: 3769.955811
	Iteration 98Q: 3 clusters Score -1.372968e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -13729668.000000 Penalty: 3769.955811
	Iteration 99Q: 3 clusters Score -1.372967e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -13729654.000000 Penalty: 3769.955811
	Iteration 100F: 3 clusters Score -1.372965e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -13729605.000000 Penalty: 3769.955811
	Iteration 101Q: 3 clusters Score -1.37296e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -13729643.000000 Penalty: 3769.955811
	Iteration 102Q: 3 clusters Score -1.372964e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -13729639.000000 Penalty: 3769.955811
	Iteration 103Q: 3 clusters Score -1.372964e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -13729610.000000 Penalty: 3769.955811
	Iteration 104Q: 3 clusters Score -1.372961e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -13729606.000000 Penalty: 3769.955811
	Iteration 105Q: 3 clusters Score -1.372961e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -13729590.000000 Penalty: 3769.955811
	Iteration 106Q: 3 clusters Score -1.372959e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -13729605.000000 Penalty: 3769.955811
	Iteration 107Q: 3 clusters Score -1.37296e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -13729595.000000 Penalty: 3769.955811
	Iteration 108Q: 3 clusters Score -1.37296e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -13729580.000000 Penalty: 3769.955811
	Iteration 109Q: 3 clusters Score -1.372958e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -13729584.000000 Penalty: 3769.955811
	Iteration 110Q: 3 clusters Score -1.372958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -13729601.000000 Penalty: 3769.955811
	Iteration 111Q: 3 clusters Score -1.37296e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -13729604.000000 Penalty: 3769.955811
	Iteration 112Q: 3 clusters Score -1.37296e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -13729612.000000 Penalty: 3769.955811
	Iteration 113Q: 3 clusters Score -1.372961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -13729600.000000 Penalty: 3769.955811
	Iteration 114Q: 3 clusters Score -1.37296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -13729596.000000 Penalty: 3769.955811
	Iteration 115Q: 3 clusters Score -1.37296e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -13729600.000000 Penalty: 3769.955811
	Iteration 116Q: 3 clusters Score -1.37296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -13729608.000000 Penalty: 3769.955811
	Iteration 117Q: 3 clusters Score -1.372961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -13729602.000000 Penalty: 3769.955811
	Iteration 118Q: 3 clusters Score -1.37296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -13729619.000000 Penalty: 3769.955811
	Iteration 119Q: 3 clusters Score -1.372962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -13729609.000000 Penalty: 3769.955811
	Iteration 120F: 3 clusters Score -1.372961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -13729602.000000 Penalty: 3769.955811
	Iteration 121Q: 3 clusters Score -1.37296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -13729613.000000 Penalty: 3769.955811
	Iteration 122Q: 3 clusters Score -1.372961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -13729607.000000 Penalty: 3769.955811
	Iteration 123Q: 3 clusters Score -1.372961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -13729600.000000 Penalty: 3769.955811
	Iteration 124Q: 3 clusters Score -1.37296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -13729598.000000 Penalty: 3769.955811
	Iteration 125Q: 3 clusters Score -1.37296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -13729596.000000 Penalty: 3769.955811
	Iteration 126Q: 3 clusters Score -1.37296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -13729596.000000 Penalty: 3769.955811
	Iteration 127Q: 3 clusters Score -1.37296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -13729589.000000 Penalty: 3769.955811
	Iteration 128Q: 3 clusters Score -1.372959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -13729592.000000 Penalty: 3769.955811
	Iteration 129Q: 3 clusters Score -1.372959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -13729583.000000 Penalty: 3769.955811
	Iteration 130Q: 3 clusters Score -1.372958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -13729579.000000 Penalty: 3769.955811
	Iteration 131Q: 3 clusters Score -1.372958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -13729582.000000 Penalty: 3769.955811
	Iteration 132Q: 3 clusters Score -1.372958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -13729582.000000 Penalty: 3769.955811
	Iteration 133Q: 3 clusters Score -1.372958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -13729592.000000 Penalty: 3769.955811
	Iteration 134Q: 3 clusters Score -1.372959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -13729592.000000 Penalty: 3769.955811
	Iteration 135Q: 3 clusters Score -1.372959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -13729590.000000 Penalty: 3769.955811
	Iteration 136Q: 3 clusters Score -1.372959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -13729589.000000 Penalty: 3769.955811
	Iteration 137Q: 3 clusters Score -1.372959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -13729591.000000 Penalty: 3769.955811
	Iteration 138Q: 3 clusters Score -1.372959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -13729589.000000 Penalty: 3769.955811
	Iteration 139Q: 3 clusters Score -1.372959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -13729589.000000 Penalty: 3769.955811
	Iteration 140F: 3 clusters Score -1.372959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -46419.875000 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -46419.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45445.445312 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -45445.45 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45586.843750 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -45586.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45621.921875 Penalty: 1964.626709
	Iteration 2Q: 3 clusters Score -45621.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45640.371094 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -45640.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45651.878906 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -45651.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45669.199219 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -45669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45674.382812 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -45674.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45689.542969 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -45689.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45694.117188 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -45694.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45694.117188 Penalty: 1964.626709
	Iteration 9F: 3 clusters Score -45694.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Entering Unmasked Estep 
Score: -14929828.000000 Penalty: 1897.408691
	Iteration 0F: 2 clusters Score -1.492983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -14855351.000000 Penalty: 3794.817383
	Iteration 0F: 3 clusters Score -1.485535e+07 nChanged 56440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -14888179.000000 Penalty: 3794.817383
	Iteration 1F: 3 clusters Score -1.488818e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -14888920.000000 Penalty: 3794.817383
	Iteration 2Q: 3 clusters Score -1.488892e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -14889906.000000 Penalty: 3794.817383
	Iteration 3Q: 3 clusters Score -1.488991e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -14890765.000000 Penalty: 3794.817383
	Iteration 4Q: 3 clusters Score -1.489076e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -14892032.000000 Penalty: 3794.817383
	Iteration 5Q: 3 clusters Score -1.489203e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -14893851.000000 Penalty: 3794.817383
	Iteration 6Q: 3 clusters Score -1.489385e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -14896529.000000 Penalty: 3794.817383
	Iteration 7Q: 3 clusters Score -1.489653e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -14900499.000000 Penalty: 3794.817383
	Iteration 8F: 3 clusters Score -1.49005e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -14905642.000000 Penalty: 3794.817383
	Iteration 9F: 3 clusters Score -1.490564e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -14912147.000000 Penalty: 3794.817383
	Iteration 10F: 3 clusters Score -1.491215e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -14918578.000000 Penalty: 3794.817383
	Iteration 11F: 3 clusters Score -1.491858e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -14923589.000000 Penalty: 3794.817383
	Iteration 12F: 3 clusters Score -1.492359e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112878 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -14926545.000000 Penalty: 3794.817383
	Iteration 13Q: 3 clusters Score -1.492654e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115399 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -14927514.000000 Penalty: 3794.817383
	Iteration 14Q: 3 clusters Score -1.492751e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14927878.000000 Penalty: 3794.817383
	Iteration 15Q: 3 clusters Score -1.492788e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14928015.000000 Penalty: 3794.817383
	Iteration 16Q: 3 clusters Score -1.492802e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117240 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14928114.000000 Penalty: 3794.817383
	Iteration 17Q: 3 clusters Score -1.492811e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14928155.000000 Penalty: 3794.817383
	Iteration 18Q: 3 clusters Score -1.492816e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14928207.000000 Penalty: 3794.817383
	Iteration 19Q: 3 clusters Score -1.492821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14928229.000000 Penalty: 3794.817383
	Iteration 20F: 3 clusters Score -1.492823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117418 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14928233.000000 Penalty: 3794.817383
	Iteration 21Q: 3 clusters Score -1.492823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14928243.000000 Penalty: 3794.817383
	Iteration 22Q: 3 clusters Score -1.492824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -14928252.000000 Penalty: 3794.817383
	Iteration 23Q: 3 clusters Score -1.492825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117451 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14928282.000000 Penalty: 3794.817383
	Iteration 24Q: 3 clusters Score -1.492828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14928286.000000 Penalty: 3794.817383
	Iteration 25Q: 3 clusters Score -1.492829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14928296.000000 Penalty: 3794.817383
	Iteration 26Q: 3 clusters Score -1.49283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14928297.000000 Penalty: 3794.817383
	Iteration 27Q: 3 clusters Score -1.49283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117475 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14928314.000000 Penalty: 3794.817383
	Iteration 28Q: 3 clusters Score -1.492831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -14928312.000000 Penalty: 3794.817383
	Iteration 29Q: 3 clusters Score -1.492831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117480 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14928311.000000 Penalty: 3794.817383
	Iteration 30Q: 3 clusters Score -1.492831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117482 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -14928319.000000 Penalty: 3794.817383
	Iteration 31Q: 3 clusters Score -1.492832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14928315.000000 Penalty: 3794.817383
	Iteration 32Q: 3 clusters Score -1.492832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14928315.000000 Penalty: 3794.817383
	Iteration 33F: 3 clusters Score -1.492832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Entering Unmasked Estep 
Score: -13191408.000000 Penalty: 1878.464233
	Iteration 0F: 2 clusters Score -1.319141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -13122072.000000 Penalty: 3756.928467
	Iteration 0F: 3 clusters Score -1.312207e+07 nChanged 50176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -13152526.000000 Penalty: 3756.928467
	Iteration 1F: 3 clusters Score -1.315253e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -13154825.000000 Penalty: 3756.928467
	Iteration 2F: 3 clusters Score -1.315482e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -13159324.000000 Penalty: 3756.928467
	Iteration 3F: 3 clusters Score -1.315932e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -13166985.000000 Penalty: 3756.928467
	Iteration 4F: 3 clusters Score -1.316698e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -13176813.000000 Penalty: 3756.928467
	Iteration 5F: 3 clusters Score -1.317681e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -13184506.000000 Penalty: 3756.928467
	Iteration 6F: 3 clusters Score -1.318451e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -13188118.000000 Penalty: 3756.928467
	Iteration 7Q: 3 clusters Score -1.318812e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13189228.000000 Penalty: 3756.928467
	Iteration 8Q: 3 clusters Score -1.318923e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13189588.000000 Penalty: 3756.928467
	Iteration 9Q: 3 clusters Score -1.318959e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13189739.000000 Penalty: 3756.928467
	Iteration 10Q: 3 clusters Score -1.318974e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13189808.000000 Penalty: 3756.928467
	Iteration 11Q: 3 clusters Score -1.318981e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -13189866.000000 Penalty: 3756.928467
	Iteration 12Q: 3 clusters Score -1.318987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13189886.000000 Penalty: 3756.928467
	Iteration 13Q: 3 clusters Score -1.318989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13189905.000000 Penalty: 3756.928467
	Iteration 14Q: 3 clusters Score -1.31899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13189910.000000 Penalty: 3756.928467
	Iteration 15Q: 3 clusters Score -1.318991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13189919.000000 Penalty: 3756.928467
	Iteration 16Q: 3 clusters Score -1.318992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13189924.000000 Penalty: 3756.928467
	Iteration 17Q: 3 clusters Score -1.318992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13189933.000000 Penalty: 3756.928467
	Iteration 18Q: 3 clusters Score -1.318993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13189933.000000 Penalty: 3756.928467
	Iteration 19Q: 3 clusters Score -1.318993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13189932.000000 Penalty: 3756.928467
	Iteration 20F: 3 clusters Score -1.318993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13189937.000000 Penalty: 3756.928467
	Iteration 21Q: 3 clusters Score -1.318994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13189933.000000 Penalty: 3756.928467
	Iteration 22Q: 3 clusters Score -1.318993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13189954.000000 Penalty: 3756.928467
	Iteration 23Q: 3 clusters Score -1.318995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13189947.000000 Penalty: 3756.928467
	Iteration 24Q: 3 clusters Score -1.318995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13189946.000000 Penalty: 3756.928467
	Iteration 25Q: 3 clusters Score -1.318995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13189941.000000 Penalty: 3756.928467
	Iteration 26Q: 3 clusters Score -1.318994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13189944.000000 Penalty: 3756.928467
	Iteration 27Q: 3 clusters Score -1.318994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13189958.000000 Penalty: 3756.928467
	Iteration 28Q: 3 clusters Score -1.318996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13189953.000000 Penalty: 3756.928467
	Iteration 29Q: 3 clusters Score -1.318995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13189952.000000 Penalty: 3756.928467
	Iteration 30Q: 3 clusters Score -1.318995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13189956.000000 Penalty: 3756.928467
	Iteration 31Q: 3 clusters Score -1.318996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13189957.000000 Penalty: 3756.928467
	Iteration 32Q: 3 clusters Score -1.318996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13189964.000000 Penalty: 3756.928467
	Iteration 33Q: 3 clusters Score -1.318996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13189964.000000 Penalty: 3756.928467
	Iteration 34F: 3 clusters Score -1.318996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Entering Unmasked Estep 
Score: -9206203.000000 Penalty: 1819.159058
	Iteration 0F: 2 clusters Score -9206203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -9157567.000000 Penalty: 3638.318115
	Iteration 0F: 3 clusters Score -9157567 nChanged 34449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -9177471.000000 Penalty: 3638.318115
	Iteration 1F: 3 clusters Score -9177471 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -9178059.000000 Penalty: 3638.318115
	Iteration 2Q: 3 clusters Score -9178059 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -9178633.000000 Penalty: 3638.318115
	Iteration 3Q: 3 clusters Score -9178633 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -9179267.000000 Penalty: 3638.318115
	Iteration 4Q: 3 clusters Score -9179267 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -9180019.000000 Penalty: 3638.318115
	Iteration 5Q: 3 clusters Score -9180019 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9180838.000000 Penalty: 3638.318115
	Iteration 6Q: 3 clusters Score -9180838 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -9182015.000000 Penalty: 3638.318115
	Iteration 7Q: 3 clusters Score -9182015 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -9183769.000000 Penalty: 3638.318115
	Iteration 8Q: 3 clusters Score -9183769 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -9186415.000000 Penalty: 3638.318115
	Iteration 9F: 3 clusters Score -9186415 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -9189904.000000 Penalty: 3638.318115
	Iteration 10F: 3 clusters Score -9189904 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -9193229.000000 Penalty: 3638.318115
	Iteration 11F: 3 clusters Score -9193229 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -9195249.000000 Penalty: 3638.318115
	Iteration 12Q: 3 clusters Score -9195249 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -9196125.000000 Penalty: 3638.318115
	Iteration 13Q: 3 clusters Score -9196125 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -9196665.000000 Penalty: 3638.318115
	Iteration 14Q: 3 clusters Score -9196665 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -9197166.000000 Penalty: 3638.318115
	Iteration 15Q: 3 clusters Score -9197166 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -9197670.000000 Penalty: 3638.318115
	Iteration 16Q: 3 clusters Score -9197670 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -9198196.000000 Penalty: 3638.318115
	Iteration 17Q: 3 clusters Score -9198196 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -9198670.000000 Penalty: 3638.318115
	Iteration 18Q: 3 clusters Score -9198670 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -9199270.000000 Penalty: 3638.318115
	Iteration 19Q: 3 clusters Score -9199270 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -9199802.000000 Penalty: 3638.318115
	Iteration 20F: 3 clusters Score -9199802 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -9200294.000000 Penalty: 3638.318115
	Iteration 21Q: 3 clusters Score -9200294 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -9200656.000000 Penalty: 3638.318115
	Iteration 22Q: 3 clusters Score -9200656 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -9201027.000000 Penalty: 3638.318115
	Iteration 23Q: 3 clusters Score -9201027 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -9201312.000000 Penalty: 3638.318115
	Iteration 24Q: 3 clusters Score -9201312 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -9201562.000000 Penalty: 3638.318115
	Iteration 25Q: 3 clusters Score -9201562 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -9201837.000000 Penalty: 3638.318115
	Iteration 26Q: 3 clusters Score -9201837 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -9202091.000000 Penalty: 3638.318115
	Iteration 27Q: 3 clusters Score -9202091 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -9202331.000000 Penalty: 3638.318115
	Iteration 28Q: 3 clusters Score -9202331 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -9202502.000000 Penalty: 3638.318115
	Iteration 29Q: 3 clusters Score -9202502 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -9202766.000000 Penalty: 3638.318115
	Iteration 30Q: 3 clusters Score -9202766 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -9202970.000000 Penalty: 3638.318115
	Iteration 31Q: 3 clusters Score -9202970 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -9203140.000000 Penalty: 3638.318115
	Iteration 32Q: 3 clusters Score -9203140 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -9203325.000000 Penalty: 3638.318115
	Iteration 33Q: 3 clusters Score -9203325 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -9203474.000000 Penalty: 3638.318115
	Iteration 34Q: 3 clusters Score -9203474 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -9203593.000000 Penalty: 3638.318115
	Iteration 35Q: 3 clusters Score -9203593 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -9203730.000000 Penalty: 3638.318115
	Iteration 36Q: 3 clusters Score -9203730 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -9203863.000000 Penalty: 3638.318115
	Iteration 37Q: 3 clusters Score -9203863 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -9203982.000000 Penalty: 3638.318115
	Iteration 38Q: 3 clusters Score -9203982 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9204078.000000 Penalty: 3638.318115
	Iteration 39Q: 3 clusters Score -9204078 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -9204188.000000 Penalty: 3638.318115
	Iteration 40F: 3 clusters Score -9204188 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -9204303.000000 Penalty: 3638.318115
	Iteration 41Q: 3 clusters Score -9204303 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9204433.000000 Penalty: 3638.318115
	Iteration 42Q: 3 clusters Score -9204433 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9204514.000000 Penalty: 3638.318115
	Iteration 43Q: 3 clusters Score -9204514 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -9204557.000000 Penalty: 3638.318115
	Iteration 44Q: 3 clusters Score -9204557 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9204625.000000 Penalty: 3638.318115
	Iteration 45Q: 3 clusters Score -9204625 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -9204663.000000 Penalty: 3638.318115
	Iteration 46Q: 3 clusters Score -9204663 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9204705.000000 Penalty: 3638.318115
	Iteration 47Q: 3 clusters Score -9204705 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9204749.000000 Penalty: 3638.318115
	Iteration 48Q: 3 clusters Score -9204749 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -9204778.000000 Penalty: 3638.318115
	Iteration 49Q: 3 clusters Score -9204778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9204784.000000 Penalty: 3638.318115
	Iteration 50Q: 3 clusters Score -9204784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9204808.000000 Penalty: 3638.318115
	Iteration 51Q: 3 clusters Score -9204808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9204831.000000 Penalty: 3638.318115
	Iteration 52Q: 3 clusters Score -9204831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9204845.000000 Penalty: 3638.318115
	Iteration 53Q: 3 clusters Score -9204845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9204845.000000 Penalty: 3638.318115
	Iteration 54Q: 3 clusters Score -9204845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9204880.000000 Penalty: 3638.318115
	Iteration 55Q: 3 clusters Score -9204880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9204908.000000 Penalty: 3638.318115
	Iteration 56Q: 3 clusters Score -9204908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9204920.000000 Penalty: 3638.318115
	Iteration 57Q: 3 clusters Score -9204920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9204935.000000 Penalty: 3638.318115
	Iteration 58Q: 3 clusters Score -9204935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9204960.000000 Penalty: 3638.318115
	Iteration 59Q: 3 clusters Score -9204960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9204979.000000 Penalty: 3638.318115
	Iteration 60F: 3 clusters Score -9204979 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9204998.000000 Penalty: 3638.318115
	Iteration 61Q: 3 clusters Score -9204998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9205009.000000 Penalty: 3638.318115
	Iteration 62Q: 3 clusters Score -9205009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9205006.000000 Penalty: 3638.318115
	Iteration 63Q: 3 clusters Score -9205006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9205002.000000 Penalty: 3638.318115
	Iteration 64Q: 3 clusters Score -9205002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9205004.000000 Penalty: 3638.318115
	Iteration 65Q: 3 clusters Score -9205004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9205003.000000 Penalty: 3638.318115
	Iteration 66Q: 3 clusters Score -9205003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9205015.000000 Penalty: 3638.318115
	Iteration 67Q: 3 clusters Score -9205015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9205012.000000 Penalty: 3638.318115
	Iteration 68Q: 3 clusters Score -9205012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9205021.000000 Penalty: 3638.318115
	Iteration 69Q: 3 clusters Score -9205021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9205039.000000 Penalty: 3638.318115
	Iteration 70Q: 3 clusters Score -9205039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9205041.000000 Penalty: 3638.318115
	Iteration 71Q: 3 clusters Score -9205041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9205021.000000 Penalty: 3638.318115
	Iteration 72Q: 3 clusters Score -9205021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9205031.000000 Penalty: 3638.318115
	Iteration 73Q: 3 clusters Score -9205031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9205036.000000 Penalty: 3638.318115
	Iteration 74Q: 3 clusters Score -9205036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9205042.000000 Penalty: 3638.318115
	Iteration 75Q: 3 clusters Score -9205042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9205051.000000 Penalty: 3638.318115
	Iteration 76Q: 3 clusters Score -9205051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9205057.000000 Penalty: 3638.318115
	Iteration 77Q: 3 clusters Score -9205057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9205053.000000 Penalty: 3638.318115
	Iteration 78Q: 3 clusters Score -9205053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9205052.000000 Penalty: 3638.318115
	Iteration 79Q: 3 clusters Score -9205052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9205046.000000 Penalty: 3638.318115
	Iteration 80F: 3 clusters Score -9205046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9205049.000000 Penalty: 3638.318115
	Iteration 81Q: 3 clusters Score -9205049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9205050.000000 Penalty: 3638.318115
	Iteration 82Q: 3 clusters Score -9205050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9205049.000000 Penalty: 3638.318115
	Iteration 83Q: 3 clusters Score -9205049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9205045.000000 Penalty: 3638.318115
	Iteration 84Q: 3 clusters Score -9205045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9205047.000000 Penalty: 3638.318115
	Iteration 85Q: 3 clusters Score -9205047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9205052.000000 Penalty: 3638.318115
	Iteration 86Q: 3 clusters Score -9205052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9205047.000000 Penalty: 3638.318115
	Iteration 87Q: 3 clusters Score -9205047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9205045.000000 Penalty: 3638.318115
	Iteration 88Q: 3 clusters Score -9205045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9205043.000000 Penalty: 3638.318115
	Iteration 89Q: 3 clusters Score -9205043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9205050.000000 Penalty: 3638.318115
	Iteration 90Q: 3 clusters Score -9205050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9205049.000000 Penalty: 3638.318115
	Iteration 91Q: 3 clusters Score -9205049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9205048.000000 Penalty: 3638.318115
	Iteration 92Q: 3 clusters Score -9205048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9205051.000000 Penalty: 3638.318115
	Iteration 93Q: 3 clusters Score -9205051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9205048.000000 Penalty: 3638.318115
	Iteration 94Q: 3 clusters Score -9205048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9205041.000000 Penalty: 3638.318115
	Iteration 95Q: 3 clusters Score -9205041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9205040.000000 Penalty: 3638.318115
	Iteration 96Q: 3 clusters Score -9205040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9205041.000000 Penalty: 3638.318115
	Iteration 97Q: 3 clusters Score -9205041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9205039.000000 Penalty: 3638.318115
	Iteration 98Q: 3 clusters Score -9205039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9205043.000000 Penalty: 3638.318115
	Iteration 99Q: 3 clusters Score -9205043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9205043.000000 Penalty: 3638.318115
	Iteration 100F: 3 clusters Score -9205043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -33136.828125 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -33136.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32376.074219 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -32376.07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32897.589844 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -32897.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33073.648438 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -33073.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33140.570312 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -33140.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33228.378906 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -33228.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33324.179688 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -33324.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33380.632812 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -33380.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33398.925781 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -33398.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33409.996094 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -33410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33409.996094 Penalty: 1945.596924
	Iteration 9F: 3 clusters Score -33410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109083 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117755 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 72753 members 
Mstep: Class 9 contains 135 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38383 members 
Mstep: Class 17 contains 101301 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110745 members 
Mstep: Class 23 contains 110827 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27743 members 
Mstep: Class 28 contains 16278 members 
Mstep: Class 29 contains 1866 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 115473 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 263 members 
Mstep: Class 41 contains 2557 members 
Entering Unmasked Estep 
Score: -141733552.000000 Penalty: 93015.281250
Splitting cluster 9 changes total score from -141735296.000000 to -141733552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -742321.625000 Penalty: 1418.999512
	Iteration 0F: 2 clusters Score -742321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -737613.500000 Penalty: 2837.999023
	Iteration 0F: 3 clusters Score -737613.5 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -738938.812500 Penalty: 2837.999023
	Iteration 1F: 3 clusters Score -738938.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -739108.000000 Penalty: 2837.999023
	Iteration 2F: 3 clusters Score -739108 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -739242.625000 Penalty: 2837.999023
	Iteration 3Q: 3 clusters Score -739242.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -739370.812500 Penalty: 2837.999023
	Iteration 4Q: 3 clusters Score -739370.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -739498.812500 Penalty: 2837.999023
	Iteration 5Q: 3 clusters Score -739498.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -739628.687500 Penalty: 2837.999023
	Iteration 6Q: 3 clusters Score -739628.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -739759.312500 Penalty: 2837.999023
	Iteration 7Q: 3 clusters Score -739759.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -739961.500000 Penalty: 2837.999023
	Iteration 8Q: 3 clusters Score -739961.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -740213.750000 Penalty: 2837.999023
	Iteration 9Q: 3 clusters Score -740213.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -740493.562500 Penalty: 2837.999023
	Iteration 10Q: 3 clusters Score -740493.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -740765.625000 Penalty: 2837.999023
	Iteration 11F: 3 clusters Score -740765.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -740989.562500 Penalty: 2837.999023
	Iteration 12F: 3 clusters Score -740989.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -741155.437500 Penalty: 2837.999023
	Iteration 13Q: 3 clusters Score -741155.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -741289.312500 Penalty: 2837.999023
	Iteration 14Q: 3 clusters Score -741289.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -741394.812500 Penalty: 2837.999023
	Iteration 15Q: 3 clusters Score -741394.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -741462.562500 Penalty: 2837.999023
	Iteration 16Q: 3 clusters Score -741462.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -741531.937500 Penalty: 2837.999023
	Iteration 17Q: 3 clusters Score -741531.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -741583.937500 Penalty: 2837.999023
	Iteration 18Q: 3 clusters Score -741583.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -741641.812500 Penalty: 2837.999023
	Iteration 19Q: 3 clusters Score -741641.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -741696.937500 Penalty: 2837.999023
	Iteration 20F: 3 clusters Score -741696.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -741755.187500 Penalty: 2837.999023
	Iteration 21Q: 3 clusters Score -741755.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -741818.375000 Penalty: 2837.999023
	Iteration 22Q: 3 clusters Score -741818.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -741862.437500 Penalty: 2837.999023
	Iteration 23Q: 3 clusters Score -741862.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -741908.812500 Penalty: 2837.999023
	Iteration 24Q: 3 clusters Score -741908.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -741951.375000 Penalty: 2837.999023
	Iteration 25Q: 3 clusters Score -741951.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -741982.500000 Penalty: 2837.999023
	Iteration 26Q: 3 clusters Score -741982.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -742006.812500 Penalty: 2837.999023
	Iteration 27Q: 3 clusters Score -742006.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -742039.750000 Penalty: 2837.999023
	Iteration 28Q: 3 clusters Score -742039.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -742067.500000 Penalty: 2837.999023
	Iteration 29Q: 3 clusters Score -742067.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -742100.250000 Penalty: 2837.999023
	Iteration 30Q: 3 clusters Score -742100.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -742125.437500 Penalty: 2837.999023
	Iteration 31Q: 3 clusters Score -742125.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -742153.500000 Penalty: 2837.999023
	Iteration 32Q: 3 clusters Score -742153.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -742176.062500 Penalty: 2837.999023
	Iteration 33Q: 3 clusters Score -742176.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -742191.812500 Penalty: 2837.999023
	Iteration 34Q: 3 clusters Score -742191.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -742208.312500 Penalty: 2837.999023
	Iteration 35Q: 3 clusters Score -742208.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -742221.562500 Penalty: 2837.999023
	Iteration 36Q: 3 clusters Score -742221.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -742232.250000 Penalty: 2837.999023
	Iteration 37Q: 3 clusters Score -742232.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -742242.562500 Penalty: 2837.999023
	Iteration 38Q: 3 clusters Score -742242.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -742247.312500 Penalty: 2837.999023
	Iteration 39Q: 3 clusters Score -742247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -742252.187500 Penalty: 2837.999023
	Iteration 40F: 3 clusters Score -742252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -742257.312500 Penalty: 2837.999023
	Iteration 41Q: 3 clusters Score -742257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -742261.062500 Penalty: 2837.999023
	Iteration 42Q: 3 clusters Score -742261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -742262.437500 Penalty: 2837.999023
	Iteration 43Q: 3 clusters Score -742262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -742264.250000 Penalty: 2837.999023
	Iteration 44Q: 3 clusters Score -742264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -742266.875000 Penalty: 2837.999023
	Iteration 45Q: 3 clusters Score -742266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -742269.812500 Penalty: 2837.999023
	Iteration 46Q: 3 clusters Score -742269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -742271.750000 Penalty: 2837.999023
	Iteration 47Q: 3 clusters Score -742271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -742273.812500 Penalty: 2837.999023
	Iteration 48Q: 3 clusters Score -742273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -742273.312500 Penalty: 2837.999023
	Iteration 49Q: 3 clusters Score -742273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -742275.250000 Penalty: 2837.999023
	Iteration 50Q: 3 clusters Score -742275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -742273.812500 Penalty: 2837.999023
	Iteration 51Q: 3 clusters Score -742273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -742274.937500 Penalty: 2837.999023
	Iteration 52Q: 3 clusters Score -742274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -742274.937500 Penalty: 2837.999023
	Iteration 53F: 3 clusters Score -742274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -43385.660156 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -43385.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42489.734375 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -42489.73 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43197.902344 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -43197.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43503.789062 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -43503.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43741.792969 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -43741.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43906.406250 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -43906.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44102.867188 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -44102.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44370.636719 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -44370.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44387.972656 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -44387.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44389.128906 Penalty: 2021.045044
	Iteration 8F: 3 clusters Score -44389.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44408.367188 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -44408.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44439.949219 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -44439.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44475.871094 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -44475.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44567.386719 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -44567.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44623.484375 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -44623.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44692.480469 Penalty: 2021.045044
	Iteration 14Q: 3 clusters Score -44692.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44739.621094 Penalty: 2021.045044
	Iteration 15Q: 3 clusters Score -44739.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44782.617188 Penalty: 2021.045044
	Iteration 16Q: 3 clusters Score -44782.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44822.042969 Penalty: 2021.045044
	Iteration 17Q: 3 clusters Score -44822.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44853.179688 Penalty: 2021.045044
	Iteration 18Q: 3 clusters Score -44853.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44937.593750 Penalty: 2021.045044
	Iteration 19Q: 3 clusters Score -44937.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45000.246094 Penalty: 2021.045044
	Iteration 20F: 3 clusters Score -45000.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45095.714844 Penalty: 2021.045044
	Iteration 21Q: 3 clusters Score -45095.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45095.714844 Penalty: 2021.045044
	Iteration 22F: 3 clusters Score -45095.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109083 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117755 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 72753 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38383 members 
Mstep: Class 17 contains 101301 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110745 members 
Mstep: Class 23 contains 110827 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27743 members 
Mstep: Class 28 contains 16278 members 
Mstep: Class 29 contains 1866 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 115473 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 2557 members 
Entering Unmasked Estep 
Score: -141735248.000000 Penalty: 93015.281250
Splitting cluster 11 changes total score from -141735296.000000 to -141735248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -801176.875000 Penalty: 1426.603027
	Iteration 0F: 2 clusters Score -801176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -796224.750000 Penalty: 2853.206055
	Iteration 0F: 3 clusters Score -796224.8 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -797668.062500 Penalty: 2853.206055
	Iteration 1F: 3 clusters Score -797668.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -797962.375000 Penalty: 2853.206055
	Iteration 2F: 3 clusters Score -797962.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -798231.250000 Penalty: 2853.206055
	Iteration 3F: 3 clusters Score -798231.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -798499.125000 Penalty: 2853.206055
	Iteration 4F: 3 clusters Score -798499.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -798819.625000 Penalty: 2853.206055
	Iteration 5F: 3 clusters Score -798819.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -799197.375000 Penalty: 2853.206055
	Iteration 6F: 3 clusters Score -799197.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -799541.875000 Penalty: 2853.206055
	Iteration 7F: 3 clusters Score -799541.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -799798.937500 Penalty: 2853.206055
	Iteration 8Q: 3 clusters Score -799798.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -800013.375000 Penalty: 2853.206055
	Iteration 9Q: 3 clusters Score -800013.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -800150.250000 Penalty: 2853.206055
	Iteration 10Q: 3 clusters Score -800150.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -800231.000000 Penalty: 2853.206055
	Iteration 11Q: 3 clusters Score -800231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -800276.625000 Penalty: 2853.206055
	Iteration 12Q: 3 clusters Score -800276.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -800301.000000 Penalty: 2853.206055
	Iteration 13Q: 3 clusters Score -800301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -800315.562500 Penalty: 2853.206055
	Iteration 14Q: 3 clusters Score -800315.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -800328.375000 Penalty: 2853.206055
	Iteration 15Q: 3 clusters Score -800328.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -800332.875000 Penalty: 2853.206055
	Iteration 16Q: 3 clusters Score -800332.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -800336.812500 Penalty: 2853.206055
	Iteration 17Q: 3 clusters Score -800336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -800342.250000 Penalty: 2853.206055
	Iteration 18Q: 3 clusters Score -800342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -800345.000000 Penalty: 2853.206055
	Iteration 19Q: 3 clusters Score -800345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -800347.125000 Penalty: 2853.206055
	Iteration 20F: 3 clusters Score -800347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -800348.500000 Penalty: 2853.206055
	Iteration 21Q: 3 clusters Score -800348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -800350.812500 Penalty: 2853.206055
	Iteration 22Q: 3 clusters Score -800350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -800355.062500 Penalty: 2853.206055
	Iteration 23Q: 3 clusters Score -800355.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -800357.500000 Penalty: 2853.206055
	Iteration 24Q: 3 clusters Score -800357.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -800360.562500 Penalty: 2853.206055
	Iteration 25Q: 3 clusters Score -800360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -800365.687500 Penalty: 2853.206055
	Iteration 26Q: 3 clusters Score -800365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -800373.250000 Penalty: 2853.206055
	Iteration 27Q: 3 clusters Score -800373.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -800374.250000 Penalty: 2853.206055
	Iteration 28Q: 3 clusters Score -800374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -800376.687500 Penalty: 2853.206055
	Iteration 29Q: 3 clusters Score -800376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -800380.937500 Penalty: 2853.206055
	Iteration 30Q: 3 clusters Score -800380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -800380.625000 Penalty: 2853.206055
	Iteration 31Q: 3 clusters Score -800380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -800383.000000 Penalty: 2853.206055
	Iteration 32Q: 3 clusters Score -800383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -800386.687500 Penalty: 2853.206055
	Iteration 33Q: 3 clusters Score -800386.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -800388.750000 Penalty: 2853.206055
	Iteration 34Q: 3 clusters Score -800388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -800390.250000 Penalty: 2853.206055
	Iteration 35Q: 3 clusters Score -800390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -800393.937500 Penalty: 2853.206055
	Iteration 36Q: 3 clusters Score -800393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -800394.125000 Penalty: 2853.206055
	Iteration 37Q: 3 clusters Score -800394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -800393.562500 Penalty: 2853.206055
	Iteration 38Q: 3 clusters Score -800393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -800395.500000 Penalty: 2853.206055
	Iteration 39Q: 3 clusters Score -800395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -800396.250000 Penalty: 2853.206055
	Iteration 40F: 3 clusters Score -800396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -800396.062500 Penalty: 2853.206055
	Iteration 41Q: 3 clusters Score -800396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -800396.812500 Penalty: 2853.206055
	Iteration 42Q: 3 clusters Score -800396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -800398.437500 Penalty: 2853.206055
	Iteration 43Q: 3 clusters Score -800398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -800398.437500 Penalty: 2853.206055
	Iteration 44F: 3 clusters Score -800398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Entering Unmasked Estep 
Score: -1774789.375000 Penalty: 1556.868652
	Iteration 0F: 2 clusters Score -1774789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1764744.125000 Penalty: 3113.737305
	Iteration 0F: 3 clusters Score -1764744 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1768381.250000 Penalty: 3113.737305
	Iteration 1F: 3 clusters Score -1768381 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1768816.500000 Penalty: 3113.737305
	Iteration 2F: 3 clusters Score -1768816 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1769369.250000 Penalty: 3113.737305
	Iteration 3F: 3 clusters Score -1769369 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1770030.625000 Penalty: 3113.737305
	Iteration 4F: 3 clusters Score -1770031 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1770829.250000 Penalty: 3113.737305
	Iteration 5F: 3 clusters Score -1770829 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1771599.500000 Penalty: 3113.737305
	Iteration 6F: 3 clusters Score -1771600 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1772261.375000 Penalty: 3113.737305
	Iteration 7F: 3 clusters Score -1772261 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1772741.750000 Penalty: 3113.737305
	Iteration 8Q: 3 clusters Score -1772742 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1773013.375000 Penalty: 3113.737305
	Iteration 9Q: 3 clusters Score -1773013 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1773194.625000 Penalty: 3113.737305
	Iteration 10Q: 3 clusters Score -1773195 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1773315.000000 Penalty: 3113.737305
	Iteration 11Q: 3 clusters Score -1773315 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1773383.750000 Penalty: 3113.737305
	Iteration 12Q: 3 clusters Score -1773384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1773421.750000 Penalty: 3113.737305
	Iteration 13Q: 3 clusters Score -1773422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1773455.250000 Penalty: 3113.737305
	Iteration 14Q: 3 clusters Score -1773455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1773474.125000 Penalty: 3113.737305
	Iteration 15Q: 3 clusters Score -1773474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1773500.375000 Penalty: 3113.737305
	Iteration 16Q: 3 clusters Score -1773500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1773513.000000 Penalty: 3113.737305
	Iteration 17Q: 3 clusters Score -1773513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1773517.375000 Penalty: 3113.737305
	Iteration 18Q: 3 clusters Score -1773517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1773522.625000 Penalty: 3113.737305
	Iteration 19Q: 3 clusters Score -1773523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1773530.500000 Penalty: 3113.737305
	Iteration 20F: 3 clusters Score -1773530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1773531.500000 Penalty: 3113.737305
	Iteration 21Q: 3 clusters Score -1773532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1773533.875000 Penalty: 3113.737305
	Iteration 22Q: 3 clusters Score -1773534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1773529.750000 Penalty: 3113.737305
	Iteration 23Q: 3 clusters Score -1773530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1773534.750000 Penalty: 3113.737305
	Iteration 24Q: 3 clusters Score -1773535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1773534.750000 Penalty: 3113.737305
	Iteration 25F: 3 clusters Score -1773535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Entering Unmasked Estep 
Score: -869107.187500 Penalty: 1447.046509
	Iteration 0F: 2 clusters Score -869107.2 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 3674 members 
Entering Unmasked Estep 
Score: -863606.187500 Penalty: 2894.093018
	Iteration 0F: 3 clusters Score -863606.2 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -865459.250000 Penalty: 2894.093018
	Iteration 1F: 3 clusters Score -865459.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -865830.125000 Penalty: 2894.093018
	Iteration 2F: 3 clusters Score -865830.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -866198.312500 Penalty: 2894.093018
	Iteration 3F: 3 clusters Score -866198.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -866578.375000 Penalty: 2894.093018
	Iteration 4F: 3 clusters Score -866578.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -866925.437500 Penalty: 2894.093018
	Iteration 5F: 3 clusters Score -866925.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -867208.875000 Penalty: 2894.093018
	Iteration 6F: 3 clusters Score -867208.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -867388.000000 Penalty: 2894.093018
	Iteration 7Q: 3 clusters Score -867388 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -867532.437500 Penalty: 2894.093018
	Iteration 8Q: 3 clusters Score -867532.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -867655.812500 Penalty: 2894.093018
	Iteration 9Q: 3 clusters Score -867655.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -867762.312500 Penalty: 2894.093018
	Iteration 10Q: 3 clusters Score -867762.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -867847.312500 Penalty: 2894.093018
	Iteration 11Q: 3 clusters Score -867847.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -867915.562500 Penalty: 2894.093018
	Iteration 12Q: 3 clusters Score -867915.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -867979.312500 Penalty: 2894.093018
	Iteration 13Q: 3 clusters Score -867979.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -868048.562500 Penalty: 2894.093018
	Iteration 14Q: 3 clusters Score -868048.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -868113.812500 Penalty: 2894.093018
	Iteration 15Q: 3 clusters Score -868113.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -868163.562500 Penalty: 2894.093018
	Iteration 16Q: 3 clusters Score -868163.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -868202.750000 Penalty: 2894.093018
	Iteration 17Q: 3 clusters Score -868202.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -868239.187500 Penalty: 2894.093018
	Iteration 18Q: 3 clusters Score -868239.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -868273.875000 Penalty: 2894.093018
	Iteration 19Q: 3 clusters Score -868273.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -868299.562500 Penalty: 2894.093018
	Iteration 20F: 3 clusters Score -868299.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -868312.687500 Penalty: 2894.093018
	Iteration 21Q: 3 clusters Score -868312.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -868323.187500 Penalty: 2894.093018
	Iteration 22Q: 3 clusters Score -868323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -868327.375000 Penalty: 2894.093018
	Iteration 23Q: 3 clusters Score -868327.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -868331.000000 Penalty: 2894.093018
	Iteration 24Q: 3 clusters Score -868331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -868333.687500 Penalty: 2894.093018
	Iteration 25Q: 3 clusters Score -868333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -868337.062500 Penalty: 2894.093018
	Iteration 26Q: 3 clusters Score -868337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -868339.250000 Penalty: 2894.093018
	Iteration 27Q: 3 clusters Score -868339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -868343.250000 Penalty: 2894.093018
	Iteration 28Q: 3 clusters Score -868343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -868345.937500 Penalty: 2894.093018
	Iteration 29Q: 3 clusters Score -868345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -868344.375000 Penalty: 2894.093018
	Iteration 30Q: 3 clusters Score -868344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -868346.875000 Penalty: 2894.093018
	Iteration 31Q: 3 clusters Score -868346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -868348.625000 Penalty: 2894.093018
	Iteration 32Q: 3 clusters Score -868348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -868351.937500 Penalty: 2894.093018
	Iteration 33Q: 3 clusters Score -868351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -868352.562500 Penalty: 2894.093018
	Iteration 34Q: 3 clusters Score -868352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -868355.250000 Penalty: 2894.093018
	Iteration 35Q: 3 clusters Score -868355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -868356.187500 Penalty: 2894.093018
	Iteration 36Q: 3 clusters Score -868356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -868356.062500 Penalty: 2894.093018
	Iteration 37Q: 3 clusters Score -868356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -868359.125000 Penalty: 2894.093018
	Iteration 38Q: 3 clusters Score -868359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -868360.125000 Penalty: 2894.093018
	Iteration 39Q: 3 clusters Score -868360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -868360.125000 Penalty: 2894.093018
	Iteration 40F: 3 clusters Score -868360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -383595.375000 Penalty: 1311.369873
	Iteration 0F: 2 clusters Score -383595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -380772.062500 Penalty: 2622.739746
	Iteration 0F: 3 clusters Score -380772.1 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381867.125000 Penalty: 2622.739746
	Iteration 1F: 3 clusters Score -381867.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -382335.218750 Penalty: 2622.739746
	Iteration 2F: 3 clusters Score -382335.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382637.468750 Penalty: 2622.739746
	Iteration 3F: 3 clusters Score -382637.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -382887.375000 Penalty: 2622.739746
	Iteration 4F: 3 clusters Score -382887.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -383031.281250 Penalty: 2622.739746
	Iteration 5F: 3 clusters Score -383031.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -383130.125000 Penalty: 2622.739746
	Iteration 6Q: 3 clusters Score -383130.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -383186.125000 Penalty: 2622.739746
	Iteration 7Q: 3 clusters Score -383186.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -383225.156250 Penalty: 2622.739746
	Iteration 8Q: 3 clusters Score -383225.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -383260.843750 Penalty: 2622.739746
	Iteration 9Q: 3 clusters Score -383260.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -383281.531250 Penalty: 2622.739746
	Iteration 10Q: 3 clusters Score -383281.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -383302.656250 Penalty: 2622.739746
	Iteration 11Q: 3 clusters Score -383302.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -383323.875000 Penalty: 2622.739746
	Iteration 12Q: 3 clusters Score -383323.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -383343.843750 Penalty: 2622.739746
	Iteration 13Q: 3 clusters Score -383343.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -383361.187500 Penalty: 2622.739746
	Iteration 14Q: 3 clusters Score -383361.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -383378.468750 Penalty: 2622.739746
	Iteration 15Q: 3 clusters Score -383378.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -383388.375000 Penalty: 2622.739746
	Iteration 16Q: 3 clusters Score -383388.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -383395.593750 Penalty: 2622.739746
	Iteration 17Q: 3 clusters Score -383395.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -383399.812500 Penalty: 2622.739746
	Iteration 18Q: 3 clusters Score -383399.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -383403.875000 Penalty: 2622.739746
	Iteration 19Q: 3 clusters Score -383403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -383409.031250 Penalty: 2622.739746
	Iteration 20F: 3 clusters Score -383409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -383411.375000 Penalty: 2622.739746
	Iteration 21Q: 3 clusters Score -383411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -383415.343750 Penalty: 2622.739746
	Iteration 22Q: 3 clusters Score -383415.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -383420.500000 Penalty: 2622.739746
	Iteration 23Q: 3 clusters Score -383420.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -383424.625000 Penalty: 2622.739746
	Iteration 24Q: 3 clusters Score -383424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -383429.593750 Penalty: 2622.739746
	Iteration 25Q: 3 clusters Score -383429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -383430.437500 Penalty: 2622.739746
	Iteration 26Q: 3 clusters Score -383430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -383432.562500 Penalty: 2622.739746
	Iteration 27Q: 3 clusters Score -383432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -383435.531250 Penalty: 2622.739746
	Iteration 28Q: 3 clusters Score -383435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -383437.218750 Penalty: 2622.739746
	Iteration 29Q: 3 clusters Score -383437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -383438.031250 Penalty: 2622.739746
	Iteration 30Q: 3 clusters Score -383438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -383438.875000 Penalty: 2622.739746
	Iteration 31Q: 3 clusters Score -383438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -383440.031250 Penalty: 2622.739746
	Iteration 32Q: 3 clusters Score -383440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -383441.406250 Penalty: 2622.739746
	Iteration 33Q: 3 clusters Score -383441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -383442.812500 Penalty: 2622.739746
	Iteration 34Q: 3 clusters Score -383442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -383443.062500 Penalty: 2622.739746
	Iteration 35Q: 3 clusters Score -383443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -383444.281250 Penalty: 2622.739746
	Iteration 36Q: 3 clusters Score -383444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -383445.968750 Penalty: 2622.739746
	Iteration 37Q: 3 clusters Score -383446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -383446.718750 Penalty: 2622.739746
	Iteration 38Q: 3 clusters Score -383446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -383447.750000 Penalty: 2622.739746
	Iteration 39Q: 3 clusters Score -383447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -383449.031250 Penalty: 2622.739746
	Iteration 40F: 3 clusters Score -383449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -383449.937500 Penalty: 2622.739746
	Iteration 41Q: 3 clusters Score -383449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -383449.937500 Penalty: 2622.739746
	Iteration 42F: 3 clusters Score -383449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Entering Unmasked Estep 
Score: -4858856.500000 Penalty: 1715.247681
	Iteration 0F: 2 clusters Score -4858856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4833236.000000 Penalty: 3430.495361
	Iteration 0F: 3 clusters Score -4833236 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4843039.000000 Penalty: 3430.495361
	Iteration 1F: 3 clusters Score -4843039 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4843501.500000 Penalty: 3430.495361
	Iteration 2Q: 3 clusters Score -4843502 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4843981.000000 Penalty: 3430.495361
	Iteration 3Q: 3 clusters Score -4843981 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4844534.500000 Penalty: 3430.495361
	Iteration 4Q: 3 clusters Score -4844534 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4845142.500000 Penalty: 3430.495361
	Iteration 5Q: 3 clusters Score -4845142 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -4845958.000000 Penalty: 3430.495361
	Iteration 6Q: 3 clusters Score -4845958 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4846970.500000 Penalty: 3430.495361
	Iteration 7F: 3 clusters Score -4846970 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -4848197.000000 Penalty: 3430.495361
	Iteration 8F: 3 clusters Score -4848197 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4849501.500000 Penalty: 3430.495361
	Iteration 9F: 3 clusters Score -4849502 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4850823.000000 Penalty: 3430.495361
	Iteration 10F: 3 clusters Score -4850823 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4852313.500000 Penalty: 3430.495361
	Iteration 11Q: 3 clusters Score -4852314 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4853848.000000 Penalty: 3430.495361
	Iteration 12Q: 3 clusters Score -4853848 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4855190.500000 Penalty: 3430.495361
	Iteration 13Q: 3 clusters Score -4855190 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4855897.000000 Penalty: 3430.495361
	Iteration 14Q: 3 clusters Score -4855897 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4856239.000000 Penalty: 3430.495361
	Iteration 15Q: 3 clusters Score -4856239 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4856407.000000 Penalty: 3430.495361
	Iteration 16Q: 3 clusters Score -4856407 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4856544.000000 Penalty: 3430.495361
	Iteration 17Q: 3 clusters Score -4856544 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4856645.000000 Penalty: 3430.495361
	Iteration 18Q: 3 clusters Score -4856645 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4856732.000000 Penalty: 3430.495361
	Iteration 19Q: 3 clusters Score -4856732 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4856817.500000 Penalty: 3430.495361
	Iteration 20F: 3 clusters Score -4856818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4856881.500000 Penalty: 3430.495361
	Iteration 21Q: 3 clusters Score -4856882 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4856950.500000 Penalty: 3430.495361
	Iteration 22Q: 3 clusters Score -4856950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4856995.000000 Penalty: 3430.495361
	Iteration 23Q: 3 clusters Score -4856995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4857025.500000 Penalty: 3430.495361
	Iteration 24Q: 3 clusters Score -4857026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4857064.000000 Penalty: 3430.495361
	Iteration 25Q: 3 clusters Score -4857064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4857109.500000 Penalty: 3430.495361
	Iteration 26Q: 3 clusters Score -4857110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4857121.000000 Penalty: 3430.495361
	Iteration 27Q: 3 clusters Score -4857121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4857138.000000 Penalty: 3430.495361
	Iteration 28Q: 3 clusters Score -4857138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4857163.500000 Penalty: 3430.495361
	Iteration 29Q: 3 clusters Score -4857164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4857174.000000 Penalty: 3430.495361
	Iteration 30Q: 3 clusters Score -4857174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4857200.500000 Penalty: 3430.495361
	Iteration 31Q: 3 clusters Score -4857200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4857215.000000 Penalty: 3430.495361
	Iteration 32Q: 3 clusters Score -4857215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4857236.000000 Penalty: 3430.495361
	Iteration 33Q: 3 clusters Score -4857236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4857259.500000 Penalty: 3430.495361
	Iteration 34Q: 3 clusters Score -4857260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4857273.500000 Penalty: 3430.495361
	Iteration 35Q: 3 clusters Score -4857274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -4857284.000000 Penalty: 3430.495361
	Iteration 36Q: 3 clusters Score -4857284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -4857314.500000 Penalty: 3430.495361
	Iteration 37Q: 3 clusters Score -4857314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4857318.000000 Penalty: 3430.495361
	Iteration 38Q: 3 clusters Score -4857318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4857328.500000 Penalty: 3430.495361
	Iteration 39Q: 3 clusters Score -4857328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4857339.500000 Penalty: 3430.495361
	Iteration 40F: 3 clusters Score -4857340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4857352.000000 Penalty: 3430.495361
	Iteration 41Q: 3 clusters Score -4857352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4857355.500000 Penalty: 3430.495361
	Iteration 42Q: 3 clusters Score -4857356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4857358.000000 Penalty: 3430.495361
	Iteration 43Q: 3 clusters Score -4857358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4857362.500000 Penalty: 3430.495361
	Iteration 44Q: 3 clusters Score -4857362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4857368.500000 Penalty: 3430.495361
	Iteration 45Q: 3 clusters Score -4857368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4857372.500000 Penalty: 3430.495361
	Iteration 46Q: 3 clusters Score -4857372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -4857370.000000 Penalty: 3430.495361
	Iteration 47Q: 3 clusters Score -4857370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -4857369.500000 Penalty: 3430.495361
	Iteration 48Q: 3 clusters Score -4857370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -4857374.000000 Penalty: 3430.495361
	Iteration 49Q: 3 clusters Score -4857374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -4857381.500000 Penalty: 3430.495361
	Iteration 50Q: 3 clusters Score -4857382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4857382.500000 Penalty: 3430.495361
	Iteration 51Q: 3 clusters Score -4857382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -4857385.000000 Penalty: 3430.495361
	Iteration 52Q: 3 clusters Score -4857385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4857393.500000 Penalty: 3430.495361
	Iteration 53Q: 3 clusters Score -4857394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4857392.000000 Penalty: 3430.495361
	Iteration 54Q: 3 clusters Score -4857392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4857394.000000 Penalty: 3430.495361
	Iteration 55Q: 3 clusters Score -4857394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4857390.500000 Penalty: 3430.495361
	Iteration 56Q: 3 clusters Score -4857390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4857387.500000 Penalty: 3430.495361
	Iteration 57Q: 3 clusters Score -4857388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -4857388.500000 Penalty: 3430.495361
	Iteration 58Q: 3 clusters Score -4857388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -4857389.500000 Penalty: 3430.495361
	Iteration 59Q: 3 clusters Score -4857390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4857395.000000 Penalty: 3430.495361
	Iteration 60F: 3 clusters Score -4857395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4857394.000000 Penalty: 3430.495361
	Iteration 61Q: 3 clusters Score -4857394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4857398.000000 Penalty: 3430.495361
	Iteration 62Q: 3 clusters Score -4857398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4857395.000000 Penalty: 3430.495361
	Iteration 63Q: 3 clusters Score -4857395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -4857400.000000 Penalty: 3430.495361
	Iteration 64Q: 3 clusters Score -4857400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4857401.500000 Penalty: 3430.495361
	Iteration 65Q: 3 clusters Score -4857402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4857400.000000 Penalty: 3430.495361
	Iteration 66Q: 3 clusters Score -4857400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4857403.500000 Penalty: 3430.495361
	Iteration 67Q: 3 clusters Score -4857404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4857403.000000 Penalty: 3430.495361
	Iteration 68Q: 3 clusters Score -4857403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4857403.000000 Penalty: 3430.495361
	Iteration 69F: 3 clusters Score -4857403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (101301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Entering Unmasked Estep 
Score: -12878263.000000 Penalty: 1872.950806
	Iteration 0F: 2 clusters Score -1.287826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -12811338.000000 Penalty: 3745.901611
	Iteration 0F: 3 clusters Score -1.281134e+07 nChanged 48267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -12839159.000000 Penalty: 3745.901611
	Iteration 1F: 3 clusters Score -1.283916e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -12839994.000000 Penalty: 3745.901611
	Iteration 2Q: 3 clusters Score -1.283999e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -12840991.000000 Penalty: 3745.901611
	Iteration 3Q: 3 clusters Score -1.284099e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -12842572.000000 Penalty: 3745.901611
	Iteration 4Q: 3 clusters Score -1.284257e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -12845158.000000 Penalty: 3745.901611
	Iteration 5Q: 3 clusters Score -1.284516e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -12849125.000000 Penalty: 3745.901611
	Iteration 6F: 3 clusters Score -1.284912e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -12854656.000000 Penalty: 3745.901611
	Iteration 7F: 3 clusters Score -1.285466e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -12860868.000000 Penalty: 3745.901611
	Iteration 8F: 3 clusters Score -1.286087e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -12865916.000000 Penalty: 3745.901611
	Iteration 9F: 3 clusters Score -1.286592e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -12869308.000000 Penalty: 3745.901611
	Iteration 10Q: 3 clusters Score -1.286931e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91105 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -12871494.000000 Penalty: 3745.901611
	Iteration 11Q: 3 clusters Score -1.287149e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -12872870.000000 Penalty: 3745.901611
	Iteration 12Q: 3 clusters Score -1.287287e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -12873914.000000 Penalty: 3745.901611
	Iteration 13Q: 3 clusters Score -1.287391e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -12874631.000000 Penalty: 3745.901611
	Iteration 14Q: 3 clusters Score -1.287463e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -12875098.000000 Penalty: 3745.901611
	Iteration 15Q: 3 clusters Score -1.28751e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -12875481.000000 Penalty: 3745.901611
	Iteration 16Q: 3 clusters Score -1.287548e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -12875794.000000 Penalty: 3745.901611
	Iteration 17Q: 3 clusters Score -1.287579e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12876100.000000 Penalty: 3745.901611
	Iteration 18Q: 3 clusters Score -1.28761e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12876291.000000 Penalty: 3745.901611
	Iteration 19Q: 3 clusters Score -1.287629e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12876429.000000 Penalty: 3745.901611
	Iteration 20F: 3 clusters Score -1.287643e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12876496.000000 Penalty: 3745.901611
	Iteration 21Q: 3 clusters Score -1.28765e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12876564.000000 Penalty: 3745.901611
	Iteration 22Q: 3 clusters Score -1.287656e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12876610.000000 Penalty: 3745.901611
	Iteration 23Q: 3 clusters Score -1.287661e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12876672.000000 Penalty: 3745.901611
	Iteration 24Q: 3 clusters Score -1.287667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12876714.000000 Penalty: 3745.901611
	Iteration 25Q: 3 clusters Score -1.287671e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12876718.000000 Penalty: 3745.901611
	Iteration 26Q: 3 clusters Score -1.287672e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12876743.000000 Penalty: 3745.901611
	Iteration 27Q: 3 clusters Score -1.287674e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12876757.000000 Penalty: 3745.901611
	Iteration 28Q: 3 clusters Score -1.287676e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12876758.000000 Penalty: 3745.901611
	Iteration 29Q: 3 clusters Score -1.287676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12876771.000000 Penalty: 3745.901611
	Iteration 30Q: 3 clusters Score -1.287677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12876772.000000 Penalty: 3745.901611
	Iteration 31Q: 3 clusters Score -1.287677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12876783.000000 Penalty: 3745.901611
	Iteration 32Q: 3 clusters Score -1.287678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12876782.000000 Penalty: 3745.901611
	Iteration 33Q: 3 clusters Score -1.287678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12876805.000000 Penalty: 3745.901611
	Iteration 34Q: 3 clusters Score -1.28768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12876803.000000 Penalty: 3745.901611
	Iteration 35Q: 3 clusters Score -1.28768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12876800.000000 Penalty: 3745.901611
	Iteration 36Q: 3 clusters Score -1.28768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12876807.000000 Penalty: 3745.901611
	Iteration 37Q: 3 clusters Score -1.287681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12876801.000000 Penalty: 3745.901611
	Iteration 38Q: 3 clusters Score -1.28768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12876804.000000 Penalty: 3745.901611
	Iteration 39Q: 3 clusters Score -1.28768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12876806.000000 Penalty: 3745.901611
	Iteration 40F: 3 clusters Score -1.287681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12876796.000000 Penalty: 3745.901611
	Iteration 41Q: 3 clusters Score -1.28768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12876803.000000 Penalty: 3745.901611
	Iteration 42Q: 3 clusters Score -1.28768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12876802.000000 Penalty: 3745.901611
	Iteration 43Q: 3 clusters Score -1.28768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12876807.000000 Penalty: 3745.901611
	Iteration 44Q: 3 clusters Score -1.287681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12876813.000000 Penalty: 3745.901611
	Iteration 45Q: 3 clusters Score -1.287681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12876816.000000 Penalty: 3745.901611
	Iteration 46Q: 3 clusters Score -1.287682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12876811.000000 Penalty: 3745.901611
	Iteration 47Q: 3 clusters Score -1.287681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12876811.000000 Penalty: 3745.901611
	Iteration 48F: 3 clusters Score -1.287681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Entering Unmasked Estep 
Score: -9682874.000000 Penalty: 1831.234009
	Iteration 0F: 2 clusters Score -9682874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -9630782.000000 Penalty: 3662.468018
	Iteration 0F: 3 clusters Score -9630782 nChanged 37256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -9652739.000000 Penalty: 3662.468018
	Iteration 1F: 3 clusters Score -9652739 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -9654342.000000 Penalty: 3662.468018
	Iteration 2Q: 3 clusters Score -9654342 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -9656427.000000 Penalty: 3662.468018
	Iteration 3F: 3 clusters Score -9656427 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -9659061.000000 Penalty: 3662.468018
	Iteration 4F: 3 clusters Score -9659061 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -9662062.000000 Penalty: 3662.468018
	Iteration 5F: 3 clusters Score -9662062 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -9664875.000000 Penalty: 3662.468018
	Iteration 6F: 3 clusters Score -9664875 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -9667580.000000 Penalty: 3662.468018
	Iteration 7F: 3 clusters Score -9667580 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -9670403.000000 Penalty: 3662.468018
	Iteration 8F: 3 clusters Score -9670403 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -9673450.000000 Penalty: 3662.468018
	Iteration 9F: 3 clusters Score -9673450 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -9676490.000000 Penalty: 3662.468018
	Iteration 10Q: 3 clusters Score -9676490 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -9678939.000000 Penalty: 3662.468018
	Iteration 11Q: 3 clusters Score -9678939 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -9680449.000000 Penalty: 3662.468018
	Iteration 12Q: 3 clusters Score -9680449 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -9681169.000000 Penalty: 3662.468018
	Iteration 13Q: 3 clusters Score -9681169 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -9681590.000000 Penalty: 3662.468018
	Iteration 14Q: 3 clusters Score -9681590 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -9681795.000000 Penalty: 3662.468018
	Iteration 15Q: 3 clusters Score -9681795 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9681909.000000 Penalty: 3662.468018
	Iteration 16Q: 3 clusters Score -9681909 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -9681979.000000 Penalty: 3662.468018
	Iteration 17Q: 3 clusters Score -9681979 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -9682047.000000 Penalty: 3662.468018
	Iteration 18Q: 3 clusters Score -9682047 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -9682137.000000 Penalty: 3662.468018
	Iteration 19Q: 3 clusters Score -9682137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -9682158.000000 Penalty: 3662.468018
	Iteration 20F: 3 clusters Score -9682158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -9682191.000000 Penalty: 3662.468018
	Iteration 21Q: 3 clusters Score -9682191 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -9682195.000000 Penalty: 3662.468018
	Iteration 22Q: 3 clusters Score -9682195 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -9682216.000000 Penalty: 3662.468018
	Iteration 23Q: 3 clusters Score -9682216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -9682208.000000 Penalty: 3662.468018
	Iteration 24Q: 3 clusters Score -9682208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -9682209.000000 Penalty: 3662.468018
	Iteration 25Q: 3 clusters Score -9682209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -9682211.000000 Penalty: 3662.468018
	Iteration 26Q: 3 clusters Score -9682211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -9682210.000000 Penalty: 3662.468018
	Iteration 27Q: 3 clusters Score -9682210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -9682210.000000 Penalty: 3662.468018
	Iteration 28Q: 3 clusters Score -9682210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -9682222.000000 Penalty: 3662.468018
	Iteration 29Q: 3 clusters Score -9682222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -9682227.000000 Penalty: 3662.468018
	Iteration 30Q: 3 clusters Score -9682227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -9682222.000000 Penalty: 3662.468018
	Iteration 31Q: 3 clusters Score -9682222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -9682222.000000 Penalty: 3662.468018
	Iteration 32Q: 3 clusters Score -9682222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -9682228.000000 Penalty: 3662.468018
	Iteration 33Q: 3 clusters Score -9682228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -9682229.000000 Penalty: 3662.468018
	Iteration 34Q: 3 clusters Score -9682229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -9682237.000000 Penalty: 3662.468018
	Iteration 35Q: 3 clusters Score -9682237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9682233.000000 Penalty: 3662.468018
	Iteration 36Q: 3 clusters Score -9682233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9682233.000000 Penalty: 3662.468018
	Iteration 37F: 3 clusters Score -9682233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -242767.078125 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -242767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -240684.343750 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -240684.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -241146.656250 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -241146.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -241295.281250 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -241295.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -241393.750000 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -241393.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -241455.796875 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -241455.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -241507.968750 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -241508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -241547.671875 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -241547.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241586.203125 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -241586.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -241643.781250 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -241643.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -241686.687500 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -241686.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -241749.859375 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -241749.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -241802.468750 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -241802.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -241851.687500 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -241851.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241894.359375 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -241894.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -241934.296875 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -241934.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -241980.343750 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -241980.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242028.281250 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -242028.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242058.218750 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -242058.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242087.890625 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -242087.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242114.703125 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -242114.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242133.281250 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -242133.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242144.578125 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -242144.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -242150.796875 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -242150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242154.984375 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -242155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -242161.265625 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -242161.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -242165.265625 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -242165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242167.359375 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -242167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242167.734375 Penalty: 2473.044189
	Iteration 27Q: 3 clusters Score -242167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242167.734375 Penalty: 2473.044189
	Iteration 28F: 3 clusters Score -242167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -145703.031250 Penalty: 1165.643677
	Iteration 0F: 2 clusters Score -145703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144099.218750 Penalty: 2331.287354
	Iteration 0F: 3 clusters Score -144099.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -144527.546875 Penalty: 2331.287354
	Iteration 1F: 3 clusters Score -144527.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144688.796875 Penalty: 2331.287354
	Iteration 2F: 3 clusters Score -144688.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144794.890625 Penalty: 2331.287354
	Iteration 3F: 3 clusters Score -144794.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -144881.000000 Penalty: 2331.287354
	Iteration 4F: 3 clusters Score -144881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -144991.593750 Penalty: 2331.287354
	Iteration 5F: 3 clusters Score -144991.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -145122.703125 Penalty: 2331.287354
	Iteration 6F: 3 clusters Score -145122.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -145250.265625 Penalty: 2331.287354
	Iteration 7Q: 3 clusters Score -145250.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -145339.640625 Penalty: 2331.287354
	Iteration 8Q: 3 clusters Score -145339.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -145399.750000 Penalty: 2331.287354
	Iteration 9Q: 3 clusters Score -145399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -145427.203125 Penalty: 2331.287354
	Iteration 10Q: 3 clusters Score -145427.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -145444.640625 Penalty: 2331.287354
	Iteration 11Q: 3 clusters Score -145444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -145459.015625 Penalty: 2331.287354
	Iteration 12Q: 3 clusters Score -145459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -145467.125000 Penalty: 2331.287354
	Iteration 13Q: 3 clusters Score -145467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -145468.906250 Penalty: 2331.287354
	Iteration 14Q: 3 clusters Score -145468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -145471.218750 Penalty: 2331.287354
	Iteration 15Q: 3 clusters Score -145471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -145475.296875 Penalty: 2331.287354
	Iteration 16F: 3 clusters Score -145475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -145484.421875 Penalty: 2331.287354
	Iteration 17Q: 3 clusters Score -145484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -145487.015625 Penalty: 2331.287354
	Iteration 18Q: 3 clusters Score -145487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -145488.625000 Penalty: 2331.287354
	Iteration 19Q: 3 clusters Score -145488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -145495.546875 Penalty: 2331.287354
	Iteration 20F: 3 clusters Score -145495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -145503.921875 Penalty: 2331.287354
	Iteration 21Q: 3 clusters Score -145503.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -145508.046875 Penalty: 2331.287354
	Iteration 22Q: 3 clusters Score -145508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -145510.984375 Penalty: 2331.287354
	Iteration 23Q: 3 clusters Score -145511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -145514.203125 Penalty: 2331.287354
	Iteration 24Q: 3 clusters Score -145514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -145520.859375 Penalty: 2331.287354
	Iteration 25Q: 3 clusters Score -145520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -145531.984375 Penalty: 2331.287354
	Iteration 26Q: 3 clusters Score -145532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -145537.734375 Penalty: 2331.287354
	Iteration 27Q: 3 clusters Score -145537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -145537.734375 Penalty: 2331.287354
	Iteration 28F: 3 clusters Score -145537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -54846.835938 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -54846.84 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 271 members 
Entering Unmasked Estep 
Score: -53779.808594 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -53779.81 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54097.800781 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -54097.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54263.128906 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -54263.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54348.070312 Penalty: 2043.553955
	Iteration 3F: 3 clusters Score -54348.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54378.781250 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -54378.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54396.644531 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -54396.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54409.308594 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -54409.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54419.382812 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -54419.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54421.093750 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -54421.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54421.093750 Penalty: 2043.553955
	Iteration 9F: 3 clusters Score -54421.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110745 members 
Entering Unmasked Estep 
Score: -13883560.000000 Penalty: 1887.435181
	Iteration 0F: 2 clusters Score -1.388356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -13811720.000000 Penalty: 3774.870361
	Iteration 0F: 3 clusters Score -1.381172e+07 nChanged 53208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -13843534.000000 Penalty: 3774.870361
	Iteration 1F: 3 clusters Score -1.384353e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -13845200.000000 Penalty: 3774.870361
	Iteration 2Q: 3 clusters Score -1.38452e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -13847792.000000 Penalty: 3774.870361
	Iteration 3Q: 3 clusters Score -1.384779e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -13851757.000000 Penalty: 3774.870361
	Iteration 4F: 3 clusters Score -1.385176e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -13857822.000000 Penalty: 3774.870361
	Iteration 5F: 3 clusters Score -1.385782e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -13864309.000000 Penalty: 3774.870361
	Iteration 6F: 3 clusters Score -1.386431e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -13868679.000000 Penalty: 3774.870361
	Iteration 7F: 3 clusters Score -1.386868e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -13870671.000000 Penalty: 3774.870361
	Iteration 8Q: 3 clusters Score -1.387067e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -13871560.000000 Penalty: 3774.870361
	Iteration 9Q: 3 clusters Score -1.387156e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -13872213.000000 Penalty: 3774.870361
	Iteration 10Q: 3 clusters Score -1.387221e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -13872915.000000 Penalty: 3774.870361
	Iteration 11Q: 3 clusters Score -1.387292e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -13873621.000000 Penalty: 3774.870361
	Iteration 12Q: 3 clusters Score -1.387362e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -13874357.000000 Penalty: 3774.870361
	Iteration 13Q: 3 clusters Score -1.387436e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -13875100.000000 Penalty: 3774.870361
	Iteration 14Q: 3 clusters Score -1.38751e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -13875807.000000 Penalty: 3774.870361
	Iteration 15Q: 3 clusters Score -1.387581e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -13876355.000000 Penalty: 3774.870361
	Iteration 16Q: 3 clusters Score -1.387636e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71467 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -13876803.000000 Penalty: 3774.870361
	Iteration 17Q: 3 clusters Score -1.38768e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -13877027.000000 Penalty: 3774.870361
	Iteration 18Q: 3 clusters Score -1.387703e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -13877335.000000 Penalty: 3774.870361
	Iteration 19Q: 3 clusters Score -1.387734e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -13877660.000000 Penalty: 3774.870361
	Iteration 20F: 3 clusters Score -1.387766e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -13877917.000000 Penalty: 3774.870361
	Iteration 21Q: 3 clusters Score -1.387792e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -13878138.000000 Penalty: 3774.870361
	Iteration 22Q: 3 clusters Score -1.387814e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -13878349.000000 Penalty: 3774.870361
	Iteration 23Q: 3 clusters Score -1.387835e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -13878631.000000 Penalty: 3774.870361
	Iteration 24Q: 3 clusters Score -1.387863e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -13878845.000000 Penalty: 3774.870361
	Iteration 25Q: 3 clusters Score -1.387884e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -13879076.000000 Penalty: 3774.870361
	Iteration 26Q: 3 clusters Score -1.387908e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -13879403.000000 Penalty: 3774.870361
	Iteration 27Q: 3 clusters Score -1.38794e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -13879630.000000 Penalty: 3774.870361
	Iteration 28Q: 3 clusters Score -1.387963e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -13879791.000000 Penalty: 3774.870361
	Iteration 29Q: 3 clusters Score -1.387979e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -13880018.000000 Penalty: 3774.870361
	Iteration 30Q: 3 clusters Score -1.388002e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -13880259.000000 Penalty: 3774.870361
	Iteration 31Q: 3 clusters Score -1.388026e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -13880434.000000 Penalty: 3774.870361
	Iteration 32Q: 3 clusters Score -1.388043e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -13880709.000000 Penalty: 3774.870361
	Iteration 33Q: 3 clusters Score -1.388071e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -13880797.000000 Penalty: 3774.870361
	Iteration 34Q: 3 clusters Score -1.38808e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -13881044.000000 Penalty: 3774.870361
	Iteration 35Q: 3 clusters Score -1.388104e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -13881235.000000 Penalty: 3774.870361
	Iteration 36Q: 3 clusters Score -1.388124e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -13881417.000000 Penalty: 3774.870361
	Iteration 37Q: 3 clusters Score -1.388142e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -13881564.000000 Penalty: 3774.870361
	Iteration 38Q: 3 clusters Score -1.388156e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -13881807.000000 Penalty: 3774.870361
	Iteration 39Q: 3 clusters Score -1.388181e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -13881896.000000 Penalty: 3774.870361
	Iteration 40F: 3 clusters Score -1.38819e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -13882016.000000 Penalty: 3774.870361
	Iteration 41Q: 3 clusters Score -1.388202e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -13882172.000000 Penalty: 3774.870361
	Iteration 42Q: 3 clusters Score -1.388217e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -13882294.000000 Penalty: 3774.870361
	Iteration 43Q: 3 clusters Score -1.388229e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13882387.000000 Penalty: 3774.870361
	Iteration 44Q: 3 clusters Score -1.388239e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -13882520.000000 Penalty: 3774.870361
	Iteration 45Q: 3 clusters Score -1.388252e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -13882640.000000 Penalty: 3774.870361
	Iteration 46Q: 3 clusters Score -1.388264e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -13882801.000000 Penalty: 3774.870361
	Iteration 47Q: 3 clusters Score -1.38828e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -13882847.000000 Penalty: 3774.870361
	Iteration 48Q: 3 clusters Score -1.388285e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -13882928.000000 Penalty: 3774.870361
	Iteration 49Q: 3 clusters Score -1.388293e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -13882964.000000 Penalty: 3774.870361
	Iteration 50Q: 3 clusters Score -1.388296e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -13883085.000000 Penalty: 3774.870361
	Iteration 51Q: 3 clusters Score -1.388308e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -13883064.000000 Penalty: 3774.870361
	Iteration 52Q: 3 clusters Score -1.388306e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -13883115.000000 Penalty: 3774.870361
	Iteration 53Q: 3 clusters Score -1.388312e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -13883127.000000 Penalty: 3774.870361
	Iteration 54Q: 3 clusters Score -1.388313e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -13883139.000000 Penalty: 3774.870361
	Iteration 55Q: 3 clusters Score -1.388314e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -13883115.000000 Penalty: 3774.870361
	Iteration 56Q: 3 clusters Score -1.388312e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -13883192.000000 Penalty: 3774.870361
	Iteration 57Q: 3 clusters Score -1.388319e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -13883235.000000 Penalty: 3774.870361
	Iteration 58Q: 3 clusters Score -1.388324e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -13883210.000000 Penalty: 3774.870361
	Iteration 59Q: 3 clusters Score -1.388321e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -13883150.000000 Penalty: 3774.870361
	Iteration 60F: 3 clusters Score -1.388315e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -13883114.000000 Penalty: 3774.870361
	Iteration 61Q: 3 clusters Score -1.388311e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -13883061.000000 Penalty: 3774.870361
	Iteration 62Q: 3 clusters Score -1.388306e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -13883041.000000 Penalty: 3774.870361
	Iteration 63Q: 3 clusters Score -1.388304e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -13882998.000000 Penalty: 3774.870361
	Iteration 64Q: 3 clusters Score -1.3883e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -13882951.000000 Penalty: 3774.870361
	Iteration 65Q: 3 clusters Score -1.388295e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -13882945.000000 Penalty: 3774.870361
	Iteration 66Q: 3 clusters Score -1.388294e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -13882938.000000 Penalty: 3774.870361
	Iteration 67Q: 3 clusters Score -1.388294e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -13882903.000000 Penalty: 3774.870361
	Iteration 68Q: 3 clusters Score -1.38829e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -13882940.000000 Penalty: 3774.870361
	Iteration 69Q: 3 clusters Score -1.388294e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -13882928.000000 Penalty: 3774.870361
	Iteration 70Q: 3 clusters Score -1.388293e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -13882850.000000 Penalty: 3774.870361
	Iteration 71Q: 3 clusters Score -1.388285e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13882849.000000 Penalty: 3774.870361
	Iteration 72Q: 3 clusters Score -1.388285e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13882801.000000 Penalty: 3774.870361
	Iteration 73Q: 3 clusters Score -1.38828e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -13882786.000000 Penalty: 3774.870361
	Iteration 74Q: 3 clusters Score -1.388279e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -13882800.000000 Penalty: 3774.870361
	Iteration 75Q: 3 clusters Score -1.38828e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -13882762.000000 Penalty: 3774.870361
	Iteration 76Q: 3 clusters Score -1.388276e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13882740.000000 Penalty: 3774.870361
	Iteration 77Q: 3 clusters Score -1.388274e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108706 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13882739.000000 Penalty: 3774.870361
	Iteration 78Q: 3 clusters Score -1.388274e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108772 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13882731.000000 Penalty: 3774.870361
	Iteration 79Q: 3 clusters Score -1.388273e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13882706.000000 Penalty: 3774.870361
	Iteration 80F: 3 clusters Score -1.388271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13882706.000000 Penalty: 3774.870361
	Iteration 81Q: 3 clusters Score -1.388271e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13882697.000000 Penalty: 3774.870361
	Iteration 82Q: 3 clusters Score -1.38827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13882691.000000 Penalty: 3774.870361
	Iteration 83Q: 3 clusters Score -1.388269e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13882716.000000 Penalty: 3774.870361
	Iteration 84Q: 3 clusters Score -1.388272e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13882711.000000 Penalty: 3774.870361
	Iteration 85Q: 3 clusters Score -1.388271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -13882692.000000 Penalty: 3774.870361
	Iteration 86Q: 3 clusters Score -1.388269e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13882675.000000 Penalty: 3774.870361
	Iteration 87Q: 3 clusters Score -1.388268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13882650.000000 Penalty: 3774.870361
	Iteration 88Q: 3 clusters Score -1.388265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109286 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13882630.000000 Penalty: 3774.870361
	Iteration 89Q: 3 clusters Score -1.388263e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -13882634.000000 Penalty: 3774.870361
	Iteration 90Q: 3 clusters Score -1.388263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13882645.000000 Penalty: 3774.870361
	Iteration 91Q: 3 clusters Score -1.388264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -13882647.000000 Penalty: 3774.870361
	Iteration 92Q: 3 clusters Score -1.388265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13882656.000000 Penalty: 3774.870361
	Iteration 93Q: 3 clusters Score -1.388266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -13882665.000000 Penalty: 3774.870361
	Iteration 94Q: 3 clusters Score -1.388266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109429 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13882655.000000 Penalty: 3774.870361
	Iteration 95Q: 3 clusters Score -1.388266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13882652.000000 Penalty: 3774.870361
	Iteration 96Q: 3 clusters Score -1.388265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13882653.000000 Penalty: 3774.870361
	Iteration 97Q: 3 clusters Score -1.388265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13882644.000000 Penalty: 3774.870361
	Iteration 98Q: 3 clusters Score -1.388264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109475 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13882637.000000 Penalty: 3774.870361
	Iteration 99Q: 3 clusters Score -1.388264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13882628.000000 Penalty: 3774.870361
	Iteration 100F: 3 clusters Score -1.388263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109500 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13882644.000000 Penalty: 3774.870361
	Iteration 101Q: 3 clusters Score -1.388264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13882627.000000 Penalty: 3774.870361
	Iteration 102Q: 3 clusters Score -1.388263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13882619.000000 Penalty: 3774.870361
	Iteration 103Q: 3 clusters Score -1.388262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13882615.000000 Penalty: 3774.870361
	Iteration 104Q: 3 clusters Score -1.388262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13882613.000000 Penalty: 3774.870361
	Iteration 105Q: 3 clusters Score -1.388261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13882611.000000 Penalty: 3774.870361
	Iteration 106Q: 3 clusters Score -1.388261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13882603.000000 Penalty: 3774.870361
	Iteration 107Q: 3 clusters Score -1.38826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13882617.000000 Penalty: 3774.870361
	Iteration 108Q: 3 clusters Score -1.388262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13882617.000000 Penalty: 3774.870361
	Iteration 109Q: 3 clusters Score -1.388262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13882613.000000 Penalty: 3774.870361
	Iteration 110Q: 3 clusters Score -1.388261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13882613.000000 Penalty: 3774.870361
	Iteration 111Q: 3 clusters Score -1.388261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13882609.000000 Penalty: 3774.870361
	Iteration 112Q: 3 clusters Score -1.388261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13882598.000000 Penalty: 3774.870361
	Iteration 113Q: 3 clusters Score -1.38826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13882598.000000 Penalty: 3774.870361
	Iteration 114F: 3 clusters Score -1.38826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (110827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110827 members 
Entering Unmasked Estep 
Score: -14003508.000000 Penalty: 1887.555420
	Iteration 0F: 2 clusters Score -1.400351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -13930093.000000 Penalty: 3775.110840
	Iteration 0F: 3 clusters Score -1.393009e+07 nChanged 53080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -13961359.000000 Penalty: 3775.110840
	Iteration 1F: 3 clusters Score -1.396136e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -13962254.000000 Penalty: 3775.110840
	Iteration 2Q: 3 clusters Score -1.396225e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -13963505.000000 Penalty: 3775.110840
	Iteration 3Q: 3 clusters Score -1.39635e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -13965183.000000 Penalty: 3775.110840
	Iteration 4Q: 3 clusters Score -1.396518e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -13968261.000000 Penalty: 3775.110840
	Iteration 5F: 3 clusters Score -1.396826e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -13973384.000000 Penalty: 3775.110840
	Iteration 6F: 3 clusters Score -1.397338e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -13980588.000000 Penalty: 3775.110840
	Iteration 7F: 3 clusters Score -1.398059e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -13988129.000000 Penalty: 3775.110840
	Iteration 8F: 3 clusters Score -1.398813e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99941 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -13994135.000000 Penalty: 3775.110840
	Iteration 9F: 3 clusters Score -1.399414e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -13997587.000000 Penalty: 3775.110840
	Iteration 10Q: 3 clusters Score -1.399759e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -13999432.000000 Penalty: 3775.110840
	Iteration 11Q: 3 clusters Score -1.399943e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14000378.000000 Penalty: 3775.110840
	Iteration 12Q: 3 clusters Score -1.400038e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -14000921.000000 Penalty: 3775.110840
	Iteration 13Q: 3 clusters Score -1.400092e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14001324.000000 Penalty: 3775.110840
	Iteration 14Q: 3 clusters Score -1.400132e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14001466.000000 Penalty: 3775.110840
	Iteration 15Q: 3 clusters Score -1.400147e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14001570.000000 Penalty: 3775.110840
	Iteration 16Q: 3 clusters Score -1.400157e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14001642.000000 Penalty: 3775.110840
	Iteration 17Q: 3 clusters Score -1.400164e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14001715.000000 Penalty: 3775.110840
	Iteration 18Q: 3 clusters Score -1.400172e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14001738.000000 Penalty: 3775.110840
	Iteration 19Q: 3 clusters Score -1.400174e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14001797.000000 Penalty: 3775.110840
	Iteration 20F: 3 clusters Score -1.40018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14001832.000000 Penalty: 3775.110840
	Iteration 21Q: 3 clusters Score -1.400183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110225 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14001842.000000 Penalty: 3775.110840
	Iteration 22Q: 3 clusters Score -1.400184e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14001856.000000 Penalty: 3775.110840
	Iteration 23Q: 3 clusters Score -1.400186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14001880.000000 Penalty: 3775.110840
	Iteration 24Q: 3 clusters Score -1.400188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -14001897.000000 Penalty: 3775.110840
	Iteration 25Q: 3 clusters Score -1.40019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14001913.000000 Penalty: 3775.110840
	Iteration 26Q: 3 clusters Score -1.400191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110318 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14001906.000000 Penalty: 3775.110840
	Iteration 27Q: 3 clusters Score -1.400191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14001909.000000 Penalty: 3775.110840
	Iteration 28Q: 3 clusters Score -1.400191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14001899.000000 Penalty: 3775.110840
	Iteration 29Q: 3 clusters Score -1.40019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14001907.000000 Penalty: 3775.110840
	Iteration 30Q: 3 clusters Score -1.400191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14001913.000000 Penalty: 3775.110840
	Iteration 31Q: 3 clusters Score -1.400191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -14001925.000000 Penalty: 3775.110840
	Iteration 32Q: 3 clusters Score -1.400192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14001919.000000 Penalty: 3775.110840
	Iteration 33Q: 3 clusters Score -1.400192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14001923.000000 Penalty: 3775.110840
	Iteration 34Q: 3 clusters Score -1.400192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14001924.000000 Penalty: 3775.110840
	Iteration 35Q: 3 clusters Score -1.400192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14001920.000000 Penalty: 3775.110840
	Iteration 36Q: 3 clusters Score -1.400192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14001917.000000 Penalty: 3775.110840
	Iteration 37Q: 3 clusters Score -1.400192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -14001922.000000 Penalty: 3775.110840
	Iteration 38Q: 3 clusters Score -1.400192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -14001925.000000 Penalty: 3775.110840
	Iteration 39Q: 3 clusters Score -1.400192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14001934.000000 Penalty: 3775.110840
	Iteration 40F: 3 clusters Score -1.400193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14001933.000000 Penalty: 3775.110840
	Iteration 41Q: 3 clusters Score -1.400193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14001933.000000 Penalty: 3775.110840
	Iteration 42Q: 3 clusters Score -1.400193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110364 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14001933.000000 Penalty: 3775.110840
	Iteration 43Q: 3 clusters Score -1.400193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14001941.000000 Penalty: 3775.110840
	Iteration 44Q: 3 clusters Score -1.400194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14001941.000000 Penalty: 3775.110840
	Iteration 45F: 3 clusters Score -1.400194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22861.810547 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -22861.81 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 160 members 
Entering Unmasked Estep 
Score: -22158.914062 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -22158.91 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22527.316406 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -22527.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22686.117188 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -22686.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22782.039062 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -22782.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22871.570312 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -22871.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22916.583984 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22916.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22963.160156 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22963.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22996.359375 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -22996.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23014.023438 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -23014.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23015.792969 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -23015.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23018.238281 Penalty: 1871.643066
	Iteration 10F: 3 clusters Score -23018.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23025.392578 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -23025.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23025.392578 Penalty: 1871.643066
	Iteration 12F: 3 clusters Score -23025.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109083 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117755 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 72753 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38383 members 
Mstep: Class 17 contains 101301 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110745 members 
Mstep: Class 23 contains 110827 members 
Mstep: Class 24 contains 102 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27743 members 
Mstep: Class 28 contains 16278 members 
Mstep: Class 29 contains 1866 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 115473 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 2557 members 
Entering Unmasked Estep 
Score: -141733632.000000 Penalty: 93015.281250
Splitting cluster 24 changes total score from -141735296.000000 to -141733632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (59977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Entering Unmasked Estep 
Score: -7358019.500000 Penalty: 1787.778931
	Iteration 0F: 2 clusters Score -7358020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -7317781.500000 Penalty: 3575.557861
	Iteration 0F: 3 clusters Score -7317782 nChanged 28494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -7333960.500000 Penalty: 3575.557861
	Iteration 1F: 3 clusters Score -7333960 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -7334483.000000 Penalty: 3575.557861
	Iteration 2Q: 3 clusters Score -7334483 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -7335031.000000 Penalty: 3575.557861
	Iteration 3Q: 3 clusters Score -7335031 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -7335657.000000 Penalty: 3575.557861
	Iteration 4Q: 3 clusters Score -7335657 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7336577.500000 Penalty: 3575.557861
	Iteration 5Q: 3 clusters Score -7336578 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -7337844.000000 Penalty: 3575.557861
	Iteration 6Q: 3 clusters Score -7337844 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -7339532.000000 Penalty: 3575.557861
	Iteration 7F: 3 clusters Score -7339532 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -7341823.000000 Penalty: 3575.557861
	Iteration 8F: 3 clusters Score -7341823 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7344300.500000 Penalty: 3575.557861
	Iteration 9F: 3 clusters Score -7344300 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7346223.500000 Penalty: 3575.557861
	Iteration 10F: 3 clusters Score -7346224 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -7347111.000000 Penalty: 3575.557861
	Iteration 11Q: 3 clusters Score -7347111 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -7347688.500000 Penalty: 3575.557861
	Iteration 12Q: 3 clusters Score -7347688 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -7348110.000000 Penalty: 3575.557861
	Iteration 13Q: 3 clusters Score -7348110 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -7348512.000000 Penalty: 3575.557861
	Iteration 14Q: 3 clusters Score -7348512 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -7348906.000000 Penalty: 3575.557861
	Iteration 15Q: 3 clusters Score -7348906 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -7349410.000000 Penalty: 3575.557861
	Iteration 16Q: 3 clusters Score -7349410 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -7349993.000000 Penalty: 3575.557861
	Iteration 17Q: 3 clusters Score -7349993 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -7350656.500000 Penalty: 3575.557861
	Iteration 18Q: 3 clusters Score -7350656 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -7351389.000000 Penalty: 3575.557861
	Iteration 19Q: 3 clusters Score -7351389 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7352124.500000 Penalty: 3575.557861
	Iteration 20F: 3 clusters Score -7352124 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -7352933.500000 Penalty: 3575.557861
	Iteration 21Q: 3 clusters Score -7352934 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -7353670.500000 Penalty: 3575.557861
	Iteration 22Q: 3 clusters Score -7353670 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -7354364.500000 Penalty: 3575.557861
	Iteration 23Q: 3 clusters Score -7354364 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7355022.500000 Penalty: 3575.557861
	Iteration 24Q: 3 clusters Score -7355022 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -7355535.000000 Penalty: 3575.557861
	Iteration 25Q: 3 clusters Score -7355535 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -7355955.000000 Penalty: 3575.557861
	Iteration 26Q: 3 clusters Score -7355955 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -7356226.500000 Penalty: 3575.557861
	Iteration 27Q: 3 clusters Score -7356226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -7356376.000000 Penalty: 3575.557861
	Iteration 28Q: 3 clusters Score -7356376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -7356472.500000 Penalty: 3575.557861
	Iteration 29Q: 3 clusters Score -7356472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -7356535.000000 Penalty: 3575.557861
	Iteration 30Q: 3 clusters Score -7356535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -7356554.000000 Penalty: 3575.557861
	Iteration 31Q: 3 clusters Score -7356554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7356572.000000 Penalty: 3575.557861
	Iteration 32Q: 3 clusters Score -7356572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -7356592.500000 Penalty: 3575.557861
	Iteration 33Q: 3 clusters Score -7356592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -7356603.500000 Penalty: 3575.557861
	Iteration 34Q: 3 clusters Score -7356604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -7356624.500000 Penalty: 3575.557861
	Iteration 35Q: 3 clusters Score -7356624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -7356648.000000 Penalty: 3575.557861
	Iteration 36Q: 3 clusters Score -7356648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -7356666.000000 Penalty: 3575.557861
	Iteration 37Q: 3 clusters Score -7356666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -7356676.000000 Penalty: 3575.557861
	Iteration 38Q: 3 clusters Score -7356676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -7356686.500000 Penalty: 3575.557861
	Iteration 39Q: 3 clusters Score -7356686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -7356709.500000 Penalty: 3575.557861
	Iteration 40F: 3 clusters Score -7356710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -7356723.000000 Penalty: 3575.557861
	Iteration 41Q: 3 clusters Score -7356723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -7356727.500000 Penalty: 3575.557861
	Iteration 42Q: 3 clusters Score -7356728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -7356729.500000 Penalty: 3575.557861
	Iteration 43Q: 3 clusters Score -7356730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -7356733.000000 Penalty: 3575.557861
	Iteration 44Q: 3 clusters Score -7356733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -7356729.000000 Penalty: 3575.557861
	Iteration 45Q: 3 clusters Score -7356729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -7356730.000000 Penalty: 3575.557861
	Iteration 46Q: 3 clusters Score -7356730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -7356731.500000 Penalty: 3575.557861
	Iteration 47Q: 3 clusters Score -7356732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -7356731.500000 Penalty: 3575.557861
	Iteration 48F: 3 clusters Score -7356732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10486.336914 Penalty: 899.816833
	Iteration 0F: 2 clusters Score -10486.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9793.309570 Penalty: 1799.633667
	Iteration 0F: 3 clusters Score -9793.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10089.841797 Penalty: 1799.633667
	Iteration 1F: 3 clusters Score -10089.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10202.709961 Penalty: 1799.633667
	Iteration 2F: 3 clusters Score -10202.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10274.067383 Penalty: 1799.633667
	Iteration 3Q: 3 clusters Score -10274.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10281.280273 Penalty: 1799.633667
	Iteration 4Q: 3 clusters Score -10281.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10285.773438 Penalty: 1799.633667
	Iteration 5Q: 3 clusters Score -10285.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10285.773438 Penalty: 1799.633667
	Iteration 6F: 3 clusters Score -10285.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (27743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Entering Unmasked Estep 
Score: -3450814.000000 Penalty: 1662.494995
	Iteration 0F: 2 clusters Score -3450814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3432052.000000 Penalty: 3324.989990
	Iteration 0F: 3 clusters Score -3432052 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3439130.000000 Penalty: 3324.989990
	Iteration 1F: 3 clusters Score -3439130 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3439606.250000 Penalty: 3324.989990
	Iteration 2Q: 3 clusters Score -3439606 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3440096.500000 Penalty: 3324.989990
	Iteration 3Q: 3 clusters Score -3440096 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3440709.250000 Penalty: 3324.989990
	Iteration 4Q: 3 clusters Score -3440709 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3441445.000000 Penalty: 3324.989990
	Iteration 5Q: 3 clusters Score -3441445 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3442465.250000 Penalty: 3324.989990
	Iteration 6F: 3 clusters Score -3442465 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3443760.250000 Penalty: 3324.989990
	Iteration 7F: 3 clusters Score -3443760 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3445108.250000 Penalty: 3324.989990
	Iteration 8F: 3 clusters Score -3445108 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3446086.500000 Penalty: 3324.989990
	Iteration 9F: 3 clusters Score -3446086 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3446604.750000 Penalty: 3324.989990
	Iteration 10Q: 3 clusters Score -3446605 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3446885.250000 Penalty: 3324.989990
	Iteration 11Q: 3 clusters Score -3446885 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3447064.500000 Penalty: 3324.989990
	Iteration 12Q: 3 clusters Score -3447064 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3447232.250000 Penalty: 3324.989990
	Iteration 13Q: 3 clusters Score -3447232 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3447363.500000 Penalty: 3324.989990
	Iteration 14Q: 3 clusters Score -3447364 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3447500.500000 Penalty: 3324.989990
	Iteration 15Q: 3 clusters Score -3447500 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3447616.000000 Penalty: 3324.989990
	Iteration 16Q: 3 clusters Score -3447616 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3447692.750000 Penalty: 3324.989990
	Iteration 17Q: 3 clusters Score -3447693 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3447730.750000 Penalty: 3324.989990
	Iteration 18Q: 3 clusters Score -3447731 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3447786.750000 Penalty: 3324.989990
	Iteration 19Q: 3 clusters Score -3447787 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3447819.250000 Penalty: 3324.989990
	Iteration 20F: 3 clusters Score -3447819 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3447839.000000 Penalty: 3324.989990
	Iteration 21Q: 3 clusters Score -3447839 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3447861.000000 Penalty: 3324.989990
	Iteration 22Q: 3 clusters Score -3447861 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3447874.000000 Penalty: 3324.989990
	Iteration 23Q: 3 clusters Score -3447874 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3447897.250000 Penalty: 3324.989990
	Iteration 24Q: 3 clusters Score -3447897 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3447907.500000 Penalty: 3324.989990
	Iteration 25Q: 3 clusters Score -3447908 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3447918.000000 Penalty: 3324.989990
	Iteration 26Q: 3 clusters Score -3447918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3447918.000000 Penalty: 3324.989990
	Iteration 27Q: 3 clusters Score -3447918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3447934.000000 Penalty: 3324.989990
	Iteration 28Q: 3 clusters Score -3447934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3447947.000000 Penalty: 3324.989990
	Iteration 29Q: 3 clusters Score -3447947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3447959.000000 Penalty: 3324.989990
	Iteration 30Q: 3 clusters Score -3447959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3447962.500000 Penalty: 3324.989990
	Iteration 31Q: 3 clusters Score -3447962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3447964.500000 Penalty: 3324.989990
	Iteration 32Q: 3 clusters Score -3447964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3447974.250000 Penalty: 3324.989990
	Iteration 33Q: 3 clusters Score -3447974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3447974.750000 Penalty: 3324.989990
	Iteration 34Q: 3 clusters Score -3447975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3447966.250000 Penalty: 3324.989990
	Iteration 35Q: 3 clusters Score -3447966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3447960.250000 Penalty: 3324.989990
	Iteration 36Q: 3 clusters Score -3447960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3447964.250000 Penalty: 3324.989990
	Iteration 37Q: 3 clusters Score -3447964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3447966.500000 Penalty: 3324.989990
	Iteration 38Q: 3 clusters Score -3447966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3447976.250000 Penalty: 3324.989990
	Iteration 39Q: 3 clusters Score -3447976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3447974.500000 Penalty: 3324.989990
	Iteration 40F: 3 clusters Score -3447974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3447974.500000 Penalty: 3324.989990
	Iteration 41Q: 3 clusters Score -3447974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3447979.500000 Penalty: 3324.989990
	Iteration 42Q: 3 clusters Score -3447980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3447980.000000 Penalty: 3324.989990
	Iteration 43Q: 3 clusters Score -3447980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3447982.750000 Penalty: 3324.989990
	Iteration 44Q: 3 clusters Score -3447983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3447981.750000 Penalty: 3324.989990
	Iteration 45Q: 3 clusters Score -3447982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3447983.000000 Penalty: 3324.989990
	Iteration 46Q: 3 clusters Score -3447983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3447974.750000 Penalty: 3324.989990
	Iteration 47Q: 3 clusters Score -3447975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3447974.000000 Penalty: 3324.989990
	Iteration 48Q: 3 clusters Score -3447974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3447979.000000 Penalty: 3324.989990
	Iteration 49Q: 3 clusters Score -3447979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3447982.250000 Penalty: 3324.989990
	Iteration 50Q: 3 clusters Score -3447982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3447993.000000 Penalty: 3324.989990
	Iteration 51Q: 3 clusters Score -3447993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3447991.750000 Penalty: 3324.989990
	Iteration 52Q: 3 clusters Score -3447992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3447996.750000 Penalty: 3324.989990
	Iteration 53Q: 3 clusters Score -3447997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3447992.750000 Penalty: 3324.989990
	Iteration 54Q: 3 clusters Score -3447993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3447987.250000 Penalty: 3324.989990
	Iteration 55Q: 3 clusters Score -3447987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3447986.750000 Penalty: 3324.989990
	Iteration 56Q: 3 clusters Score -3447987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3447994.000000 Penalty: 3324.989990
	Iteration 57Q: 3 clusters Score -3447994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3447998.000000 Penalty: 3324.989990
	Iteration 58Q: 3 clusters Score -3447998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3448001.000000 Penalty: 3324.989990
	Iteration 59Q: 3 clusters Score -3448001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3447999.250000 Penalty: 3324.989990
	Iteration 60F: 3 clusters Score -3447999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3447994.000000 Penalty: 3324.989990
	Iteration 61Q: 3 clusters Score -3447994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3448004.750000 Penalty: 3324.989990
	Iteration 62Q: 3 clusters Score -3448005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3448006.750000 Penalty: 3324.989990
	Iteration 63Q: 3 clusters Score -3448007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3448001.250000 Penalty: 3324.989990
	Iteration 64Q: 3 clusters Score -3448001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3448006.500000 Penalty: 3324.989990
	Iteration 65Q: 3 clusters Score -3448006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3448009.000000 Penalty: 3324.989990
	Iteration 66Q: 3 clusters Score -3448009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3448014.500000 Penalty: 3324.989990
	Iteration 67Q: 3 clusters Score -3448014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3448011.250000 Penalty: 3324.989990
	Iteration 68Q: 3 clusters Score -3448011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3448006.500000 Penalty: 3324.989990
	Iteration 69Q: 3 clusters Score -3448006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3448000.750000 Penalty: 3324.989990
	Iteration 70Q: 3 clusters Score -3448001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3448004.250000 Penalty: 3324.989990
	Iteration 71Q: 3 clusters Score -3448004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3447997.250000 Penalty: 3324.989990
	Iteration 72Q: 3 clusters Score -3447997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3447998.750000 Penalty: 3324.989990
	Iteration 73Q: 3 clusters Score -3447999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3448001.000000 Penalty: 3324.989990
	Iteration 74Q: 3 clusters Score -3448001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3448001.250000 Penalty: 3324.989990
	Iteration 75Q: 3 clusters Score -3448001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3447998.250000 Penalty: 3324.989990
	Iteration 76Q: 3 clusters Score -3447998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3447999.250000 Penalty: 3324.989990
	Iteration 77Q: 3 clusters Score -3447999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3448003.500000 Penalty: 3324.989990
	Iteration 78Q: 3 clusters Score -3448004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3448002.750000 Penalty: 3324.989990
	Iteration 79Q: 3 clusters Score -3448003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3448005.000000 Penalty: 3324.989990
	Iteration 80F: 3 clusters Score -3448005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3448009.000000 Penalty: 3324.989990
	Iteration 81Q: 3 clusters Score -3448009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3448005.250000 Penalty: 3324.989990
	Iteration 82Q: 3 clusters Score -3448005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3448008.250000 Penalty: 3324.989990
	Iteration 83Q: 3 clusters Score -3448008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3448002.750000 Penalty: 3324.989990
	Iteration 84Q: 3 clusters Score -3448003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3448000.000000 Penalty: 3324.989990
	Iteration 85Q: 3 clusters Score -3448000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3448001.500000 Penalty: 3324.989990
	Iteration 86Q: 3 clusters Score -3448002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3448006.000000 Penalty: 3324.989990
	Iteration 87Q: 3 clusters Score -3448006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3448005.500000 Penalty: 3324.989990
	Iteration 88Q: 3 clusters Score -3448006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3448005.500000 Penalty: 3324.989990
	Iteration 89Q: 3 clusters Score -3448006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3448004.250000 Penalty: 3324.989990
	Iteration 90Q: 3 clusters Score -3448004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3448009.250000 Penalty: 3324.989990
	Iteration 91Q: 3 clusters Score -3448009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3448006.250000 Penalty: 3324.989990
	Iteration 92Q: 3 clusters Score -3448006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3448003.000000 Penalty: 3324.989990
	Iteration 93Q: 3 clusters Score -3448003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3448006.250000 Penalty: 3324.989990
	Iteration 94Q: 3 clusters Score -3448006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3448010.750000 Penalty: 3324.989990
	Iteration 95Q: 3 clusters Score -3448011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3448010.250000 Penalty: 3324.989990
	Iteration 96Q: 3 clusters Score -3448010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3448008.250000 Penalty: 3324.989990
	Iteration 97Q: 3 clusters Score -3448008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3448008.250000 Penalty: 3324.989990
	Iteration 98F: 3 clusters Score -3448008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Entering Unmasked Estep 
Score: -1922817.875000 Penalty: 1575.855103
	Iteration 0F: 2 clusters Score -1922818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1911701.375000 Penalty: 3151.710205
	Iteration 0F: 3 clusters Score -1911701 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1915684.875000 Penalty: 3151.710205
	Iteration 1F: 3 clusters Score -1915685 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1916091.125000 Penalty: 3151.710205
	Iteration 2F: 3 clusters Score -1916091 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1916468.250000 Penalty: 3151.710205
	Iteration 3F: 3 clusters Score -1916468 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1916832.125000 Penalty: 3151.710205
	Iteration 4Q: 3 clusters Score -1916832 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1917156.625000 Penalty: 3151.710205
	Iteration 5Q: 3 clusters Score -1917157 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1917477.000000 Penalty: 3151.710205
	Iteration 6Q: 3 clusters Score -1917477 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1917837.750000 Penalty: 3151.710205
	Iteration 7Q: 3 clusters Score -1917838 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1918252.125000 Penalty: 3151.710205
	Iteration 8Q: 3 clusters Score -1918252 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1918708.250000 Penalty: 3151.710205
	Iteration 9Q: 3 clusters Score -1918708 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1919268.250000 Penalty: 3151.710205
	Iteration 10Q: 3 clusters Score -1919268 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1919817.375000 Penalty: 3151.710205
	Iteration 11Q: 3 clusters Score -1919817 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1920344.375000 Penalty: 3151.710205
	Iteration 12Q: 3 clusters Score -1920344 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1920841.750000 Penalty: 3151.710205
	Iteration 13Q: 3 clusters Score -1920842 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1921186.500000 Penalty: 3151.710205
	Iteration 14Q: 3 clusters Score -1921186 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1921413.125000 Penalty: 3151.710205
	Iteration 15Q: 3 clusters Score -1921413 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1921532.000000 Penalty: 3151.710205
	Iteration 16Q: 3 clusters Score -1921532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1921609.875000 Penalty: 3151.710205
	Iteration 17Q: 3 clusters Score -1921610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1921651.375000 Penalty: 3151.710205
	Iteration 18Q: 3 clusters Score -1921651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1921691.375000 Penalty: 3151.710205
	Iteration 19Q: 3 clusters Score -1921691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1921716.250000 Penalty: 3151.710205
	Iteration 20F: 3 clusters Score -1921716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1921737.625000 Penalty: 3151.710205
	Iteration 21Q: 3 clusters Score -1921738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1921751.625000 Penalty: 3151.710205
	Iteration 22Q: 3 clusters Score -1921752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1921771.875000 Penalty: 3151.710205
	Iteration 23Q: 3 clusters Score -1921772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1921787.250000 Penalty: 3151.710205
	Iteration 24Q: 3 clusters Score -1921787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1921802.125000 Penalty: 3151.710205
	Iteration 25Q: 3 clusters Score -1921802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1921811.000000 Penalty: 3151.710205
	Iteration 26Q: 3 clusters Score -1921811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1921823.375000 Penalty: 3151.710205
	Iteration 27Q: 3 clusters Score -1921823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1921827.500000 Penalty: 3151.710205
	Iteration 28Q: 3 clusters Score -1921828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1921828.375000 Penalty: 3151.710205
	Iteration 29Q: 3 clusters Score -1921828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1921831.500000 Penalty: 3151.710205
	Iteration 30Q: 3 clusters Score -1921832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1921836.500000 Penalty: 3151.710205
	Iteration 31Q: 3 clusters Score -1921836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1921837.125000 Penalty: 3151.710205
	Iteration 32Q: 3 clusters Score -1921837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1921841.375000 Penalty: 3151.710205
	Iteration 33Q: 3 clusters Score -1921841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1921846.125000 Penalty: 3151.710205
	Iteration 34Q: 3 clusters Score -1921846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1921850.000000 Penalty: 3151.710205
	Iteration 35Q: 3 clusters Score -1921850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1921850.500000 Penalty: 3151.710205
	Iteration 36Q: 3 clusters Score -1921850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1921850.500000 Penalty: 3151.710205
	Iteration 37F: 3 clusters Score -1921850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -227049.078125 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -227049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -225054.078125 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -225054.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -225464.453125 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -225464.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -225585.703125 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -225585.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -225667.375000 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -225667.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -225717.843750 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -225717.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -225758.937500 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -225758.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -225808.750000 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -225808.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -225855.453125 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -225855.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -225879.531250 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -225879.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -225911.000000 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -225911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -225960.515625 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -225960.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226018.562500 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -226018.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -226098.312500 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -226098.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -226146.046875 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -226146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226177.625000 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -226177.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226195.437500 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -226195.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226216.765625 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -226216.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -226233.343750 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -226233.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -226256.406250 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -226256.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -226279.437500 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -226279.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226302.250000 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -226302.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226332.625000 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -226332.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226372.375000 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -226372.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -226415.859375 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -226415.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -226470.187500 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -226470.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -226530.015625 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -226530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -226593.906250 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -226593.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226645.703125 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -226645.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226705.578125 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -226705.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -226745.109375 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -226745.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -226775.312500 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -226775.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -226812.765625 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -226812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -226827.203125 Penalty: 2447.754395
	Iteration 32Q: 3 clusters Score -226827.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -226834.875000 Penalty: 2447.754395
	Iteration 33Q: 3 clusters Score -226834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -226834.984375 Penalty: 2447.754395
	Iteration 34Q: 3 clusters Score -226835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -226836.140625 Penalty: 2447.754395
	Iteration 35Q: 3 clusters Score -226836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -226838.000000 Penalty: 2447.754395
	Iteration 36Q: 3 clusters Score -226838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -226839.609375 Penalty: 2447.754395
	Iteration 37Q: 3 clusters Score -226839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -226840.687500 Penalty: 2447.754395
	Iteration 38Q: 3 clusters Score -226840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -226841.375000 Penalty: 2447.754395
	Iteration 39Q: 3 clusters Score -226841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -226842.203125 Penalty: 2447.754395
	Iteration 40F: 3 clusters Score -226842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -342622.562500 Penalty: 1283.491821
	Iteration 0F: 2 clusters Score -342622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -340059.281250 Penalty: 2566.983643
	Iteration 0F: 3 clusters Score -340059.3 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -340666.218750 Penalty: 2566.983643
	Iteration 1F: 3 clusters Score -340666.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -340770.687500 Penalty: 2566.983643
	Iteration 2F: 3 clusters Score -340770.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -340839.062500 Penalty: 2566.983643
	Iteration 3Q: 3 clusters Score -340839.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -340895.625000 Penalty: 2566.983643
	Iteration 4Q: 3 clusters Score -340895.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -340934.156250 Penalty: 2566.983643
	Iteration 5Q: 3 clusters Score -340934.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -340959.781250 Penalty: 2566.983643
	Iteration 6Q: 3 clusters Score -340959.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -340978.562500 Penalty: 2566.983643
	Iteration 7Q: 3 clusters Score -340978.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -340994.031250 Penalty: 2566.983643
	Iteration 8Q: 3 clusters Score -340994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -341017.906250 Penalty: 2566.983643
	Iteration 9Q: 3 clusters Score -341017.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -341039.687500 Penalty: 2566.983643
	Iteration 10Q: 3 clusters Score -341039.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -341056.343750 Penalty: 2566.983643
	Iteration 11Q: 3 clusters Score -341056.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -341070.250000 Penalty: 2566.983643
	Iteration 12Q: 3 clusters Score -341070.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -341080.312500 Penalty: 2566.983643
	Iteration 13Q: 3 clusters Score -341080.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -341085.593750 Penalty: 2566.983643
	Iteration 14Q: 3 clusters Score -341085.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -341090.718750 Penalty: 2566.983643
	Iteration 15Q: 3 clusters Score -341090.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -341095.812500 Penalty: 2566.983643
	Iteration 16Q: 3 clusters Score -341095.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -341104.281250 Penalty: 2566.983643
	Iteration 17Q: 3 clusters Score -341104.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -341120.250000 Penalty: 2566.983643
	Iteration 18Q: 3 clusters Score -341120.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -341137.687500 Penalty: 2566.983643
	Iteration 19Q: 3 clusters Score -341137.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -341147.218750 Penalty: 2566.983643
	Iteration 20F: 3 clusters Score -341147.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -341158.281250 Penalty: 2566.983643
	Iteration 21Q: 3 clusters Score -341158.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -341170.093750 Penalty: 2566.983643
	Iteration 22Q: 3 clusters Score -341170.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -341184.625000 Penalty: 2566.983643
	Iteration 23Q: 3 clusters Score -341184.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -341201.437500 Penalty: 2566.983643
	Iteration 24Q: 3 clusters Score -341201.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -341219.562500 Penalty: 2566.983643
	Iteration 25Q: 3 clusters Score -341219.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -341241.343750 Penalty: 2566.983643
	Iteration 26Q: 3 clusters Score -341241.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -341265.218750 Penalty: 2566.983643
	Iteration 27Q: 3 clusters Score -341265.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -341279.781250 Penalty: 2566.983643
	Iteration 28Q: 3 clusters Score -341279.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -341293.781250 Penalty: 2566.983643
	Iteration 29Q: 3 clusters Score -341293.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -341309.750000 Penalty: 2566.983643
	Iteration 30Q: 3 clusters Score -341309.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -341328.250000 Penalty: 2566.983643
	Iteration 31Q: 3 clusters Score -341328.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -341342.406250 Penalty: 2566.983643
	Iteration 32Q: 3 clusters Score -341342.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -341354.156250 Penalty: 2566.983643
	Iteration 33Q: 3 clusters Score -341354.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -341366.500000 Penalty: 2566.983643
	Iteration 34Q: 3 clusters Score -341366.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -341378.562500 Penalty: 2566.983643
	Iteration 35Q: 3 clusters Score -341378.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -341393.562500 Penalty: 2566.983643
	Iteration 36Q: 3 clusters Score -341393.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -341403.218750 Penalty: 2566.983643
	Iteration 37Q: 3 clusters Score -341403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -341412.468750 Penalty: 2566.983643
	Iteration 38Q: 3 clusters Score -341412.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -341419.406250 Penalty: 2566.983643
	Iteration 39Q: 3 clusters Score -341419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -341424.625000 Penalty: 2566.983643
	Iteration 40F: 3 clusters Score -341424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -341429.312500 Penalty: 2566.983643
	Iteration 41Q: 3 clusters Score -341429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -341435.187500 Penalty: 2566.983643
	Iteration 42Q: 3 clusters Score -341435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -341438.312500 Penalty: 2566.983643
	Iteration 43Q: 3 clusters Score -341438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -341440.593750 Penalty: 2566.983643
	Iteration 44Q: 3 clusters Score -341440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -341440.843750 Penalty: 2566.983643
	Iteration 45Q: 3 clusters Score -341440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -341440.843750 Penalty: 2566.983643
	Iteration 46F: 3 clusters Score -341440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (115473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Entering Unmasked Estep 
Score: -14575725.000000 Penalty: 1894.228638
	Iteration 0F: 2 clusters Score -1.457572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -14500727.000000 Penalty: 3788.457275
	Iteration 0F: 3 clusters Score -1.450073e+07 nChanged 55419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -14533647.000000 Penalty: 3788.457275
	Iteration 1F: 3 clusters Score -1.453365e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -14534895.000000 Penalty: 3788.457275
	Iteration 2Q: 3 clusters Score -1.45349e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -14537057.000000 Penalty: 3788.457275
	Iteration 3Q: 3 clusters Score -1.453706e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -14540632.000000 Penalty: 3788.457275
	Iteration 4F: 3 clusters Score -1.454063e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -14545854.000000 Penalty: 3788.457275
	Iteration 5F: 3 clusters Score -1.454585e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -14552047.000000 Penalty: 3788.457275
	Iteration 6F: 3 clusters Score -1.455205e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -14558494.000000 Penalty: 3788.457275
	Iteration 7F: 3 clusters Score -1.455849e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -14563156.000000 Penalty: 3788.457275
	Iteration 8F: 3 clusters Score -1.456316e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -14565309.000000 Penalty: 3788.457275
	Iteration 9Q: 3 clusters Score -1.456531e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -14566448.000000 Penalty: 3788.457275
	Iteration 10Q: 3 clusters Score -1.456645e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -14567298.000000 Penalty: 3788.457275
	Iteration 11Q: 3 clusters Score -1.45673e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -14568032.000000 Penalty: 3788.457275
	Iteration 12Q: 3 clusters Score -1.456803e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -14568825.000000 Penalty: 3788.457275
	Iteration 13Q: 3 clusters Score -1.456882e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99199 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -14569604.000000 Penalty: 3788.457275
	Iteration 14Q: 3 clusters Score -1.45696e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -14570393.000000 Penalty: 3788.457275
	Iteration 15Q: 3 clusters Score -1.457039e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -14571039.000000 Penalty: 3788.457275
	Iteration 16Q: 3 clusters Score -1.457104e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -14571556.000000 Penalty: 3788.457275
	Iteration 17Q: 3 clusters Score -1.457156e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -14571961.000000 Penalty: 3788.457275
	Iteration 18Q: 3 clusters Score -1.457196e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -14572294.000000 Penalty: 3788.457275
	Iteration 19Q: 3 clusters Score -1.457229e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -14572517.000000 Penalty: 3788.457275
	Iteration 20F: 3 clusters Score -1.457252e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -14572619.000000 Penalty: 3788.457275
	Iteration 21Q: 3 clusters Score -1.457262e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -14572852.000000 Penalty: 3788.457275
	Iteration 22Q: 3 clusters Score -1.457285e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -14572976.000000 Penalty: 3788.457275
	Iteration 23Q: 3 clusters Score -1.457298e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -14573035.000000 Penalty: 3788.457275
	Iteration 24Q: 3 clusters Score -1.457304e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -14573143.000000 Penalty: 3788.457275
	Iteration 25Q: 3 clusters Score -1.457314e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108088 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -14573161.000000 Penalty: 3788.457275
	Iteration 26Q: 3 clusters Score -1.457316e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -14573261.000000 Penalty: 3788.457275
	Iteration 27Q: 3 clusters Score -1.457326e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -14573269.000000 Penalty: 3788.457275
	Iteration 28Q: 3 clusters Score -1.457327e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -14573288.000000 Penalty: 3788.457275
	Iteration 29Q: 3 clusters Score -1.457329e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -14573391.000000 Penalty: 3788.457275
	Iteration 30Q: 3 clusters Score -1.457339e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -14573417.000000 Penalty: 3788.457275
	Iteration 31Q: 3 clusters Score -1.457342e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -14573475.000000 Penalty: 3788.457275
	Iteration 32Q: 3 clusters Score -1.457348e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -14573522.000000 Penalty: 3788.457275
	Iteration 33Q: 3 clusters Score -1.457352e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -14573591.000000 Penalty: 3788.457275
	Iteration 34Q: 3 clusters Score -1.457359e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111529 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -14573669.000000 Penalty: 3788.457275
	Iteration 35Q: 3 clusters Score -1.457367e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111838 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -14573741.000000 Penalty: 3788.457275
	Iteration 36Q: 3 clusters Score -1.457374e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112140 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -14573807.000000 Penalty: 3788.457275
	Iteration 37Q: 3 clusters Score -1.457381e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -14573881.000000 Penalty: 3788.457275
	Iteration 38Q: 3 clusters Score -1.457388e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -14573953.000000 Penalty: 3788.457275
	Iteration 39Q: 3 clusters Score -1.457395e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -14573999.000000 Penalty: 3788.457275
	Iteration 40F: 3 clusters Score -1.4574e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -14574010.000000 Penalty: 3788.457275
	Iteration 41Q: 3 clusters Score -1.457401e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -14574021.000000 Penalty: 3788.457275
	Iteration 42Q: 3 clusters Score -1.457402e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113486 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14574020.000000 Penalty: 3788.457275
	Iteration 43Q: 3 clusters Score -1.457402e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113627 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -14574025.000000 Penalty: 3788.457275
	Iteration 44Q: 3 clusters Score -1.457402e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14574028.000000 Penalty: 3788.457275
	Iteration 45Q: 3 clusters Score -1.457403e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -14574069.000000 Penalty: 3788.457275
	Iteration 46Q: 3 clusters Score -1.457407e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14574099.000000 Penalty: 3788.457275
	Iteration 47Q: 3 clusters Score -1.45741e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14574133.000000 Penalty: 3788.457275
	Iteration 48Q: 3 clusters Score -1.457413e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -14574144.000000 Penalty: 3788.457275
	Iteration 49Q: 3 clusters Score -1.457414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -14574151.000000 Penalty: 3788.457275
	Iteration 50Q: 3 clusters Score -1.457415e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14574181.000000 Penalty: 3788.457275
	Iteration 51Q: 3 clusters Score -1.457418e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114217 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14574165.000000 Penalty: 3788.457275
	Iteration 52Q: 3 clusters Score -1.457416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -14574190.000000 Penalty: 3788.457275
	Iteration 53Q: 3 clusters Score -1.457419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -14574176.000000 Penalty: 3788.457275
	Iteration 54Q: 3 clusters Score -1.457418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114338 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14574206.000000 Penalty: 3788.457275
	Iteration 55Q: 3 clusters Score -1.457421e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14574197.000000 Penalty: 3788.457275
	Iteration 56Q: 3 clusters Score -1.45742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14574187.000000 Penalty: 3788.457275
	Iteration 57Q: 3 clusters Score -1.457419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -14574199.000000 Penalty: 3788.457275
	Iteration 58Q: 3 clusters Score -1.45742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -14574199.000000 Penalty: 3788.457275
	Iteration 59Q: 3 clusters Score -1.45742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -14574204.000000 Penalty: 3788.457275
	Iteration 60F: 3 clusters Score -1.45742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114437 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14574197.000000 Penalty: 3788.457275
	Iteration 61Q: 3 clusters Score -1.45742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -14574192.000000 Penalty: 3788.457275
	Iteration 62Q: 3 clusters Score -1.457419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114445 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14574184.000000 Penalty: 3788.457275
	Iteration 63Q: 3 clusters Score -1.457418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -14574193.000000 Penalty: 3788.457275
	Iteration 64Q: 3 clusters Score -1.457419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14574196.000000 Penalty: 3788.457275
	Iteration 65Q: 3 clusters Score -1.45742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14574198.000000 Penalty: 3788.457275
	Iteration 66Q: 3 clusters Score -1.45742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14574196.000000 Penalty: 3788.457275
	Iteration 67Q: 3 clusters Score -1.45742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14574196.000000 Penalty: 3788.457275
	Iteration 68F: 3 clusters Score -1.45742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -978331.312500 Penalty: 1457.715820
	Iteration 0F: 2 clusters Score -978331.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -972499.312500 Penalty: 2915.431641
	Iteration 0F: 3 clusters Score -972499.3 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -974270.812500 Penalty: 2915.431641
	Iteration 1F: 3 clusters Score -974270.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -974525.250000 Penalty: 2915.431641
	Iteration 2F: 3 clusters Score -974525.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -974702.187500 Penalty: 2915.431641
	Iteration 3F: 3 clusters Score -974702.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -974867.937500 Penalty: 2915.431641
	Iteration 4Q: 3 clusters Score -974867.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -975024.312500 Penalty: 2915.431641
	Iteration 5Q: 3 clusters Score -975024.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -975186.125000 Penalty: 2915.431641
	Iteration 6Q: 3 clusters Score -975186.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -975336.812500 Penalty: 2915.431641
	Iteration 7Q: 3 clusters Score -975336.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -975496.812500 Penalty: 2915.431641
	Iteration 8Q: 3 clusters Score -975496.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -975646.375000 Penalty: 2915.431641
	Iteration 9Q: 3 clusters Score -975646.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -975767.750000 Penalty: 2915.431641
	Iteration 10Q: 3 clusters Score -975767.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -975872.875000 Penalty: 2915.431641
	Iteration 11Q: 3 clusters Score -975872.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -975974.625000 Penalty: 2915.431641
	Iteration 12Q: 3 clusters Score -975974.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -976057.750000 Penalty: 2915.431641
	Iteration 13Q: 3 clusters Score -976057.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -976135.000000 Penalty: 2915.431641
	Iteration 14Q: 3 clusters Score -976135 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -976212.875000 Penalty: 2915.431641
	Iteration 15Q: 3 clusters Score -976212.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -976280.000000 Penalty: 2915.431641
	Iteration 16Q: 3 clusters Score -976280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -976335.625000 Penalty: 2915.431641
	Iteration 17Q: 3 clusters Score -976335.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -976372.750000 Penalty: 2915.431641
	Iteration 18Q: 3 clusters Score -976372.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -976403.312500 Penalty: 2915.431641
	Iteration 19Q: 3 clusters Score -976403.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -976421.125000 Penalty: 2915.431641
	Iteration 20F: 3 clusters Score -976421.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -976435.187500 Penalty: 2915.431641
	Iteration 21Q: 3 clusters Score -976435.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -976450.687500 Penalty: 2915.431641
	Iteration 22Q: 3 clusters Score -976450.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -976460.687500 Penalty: 2915.431641
	Iteration 23Q: 3 clusters Score -976460.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -976474.625000 Penalty: 2915.431641
	Iteration 24Q: 3 clusters Score -976474.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -976487.687500 Penalty: 2915.431641
	Iteration 25Q: 3 clusters Score -976487.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -976500.937500 Penalty: 2915.431641
	Iteration 26Q: 3 clusters Score -976500.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -976513.062500 Penalty: 2915.431641
	Iteration 27Q: 3 clusters Score -976513.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -976531.812500 Penalty: 2915.431641
	Iteration 28Q: 3 clusters Score -976531.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -976545.000000 Penalty: 2915.431641
	Iteration 29Q: 3 clusters Score -976545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -976560.000000 Penalty: 2915.431641
	Iteration 30Q: 3 clusters Score -976560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -976569.625000 Penalty: 2915.431641
	Iteration 31Q: 3 clusters Score -976569.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -976578.312500 Penalty: 2915.431641
	Iteration 32Q: 3 clusters Score -976578.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -976586.562500 Penalty: 2915.431641
	Iteration 33Q: 3 clusters Score -976586.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -976591.375000 Penalty: 2915.431641
	Iteration 34Q: 3 clusters Score -976591.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -976602.437500 Penalty: 2915.431641
	Iteration 35Q: 3 clusters Score -976602.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -976611.625000 Penalty: 2915.431641
	Iteration 36Q: 3 clusters Score -976611.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -976624.375000 Penalty: 2915.431641
	Iteration 37Q: 3 clusters Score -976624.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -976637.187500 Penalty: 2915.431641
	Iteration 38Q: 3 clusters Score -976637.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -976646.937500 Penalty: 2915.431641
	Iteration 39Q: 3 clusters Score -976646.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -976657.250000 Penalty: 2915.431641
	Iteration 40F: 3 clusters Score -976657.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -976666.312500 Penalty: 2915.431641
	Iteration 41Q: 3 clusters Score -976666.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -976677.062500 Penalty: 2915.431641
	Iteration 42Q: 3 clusters Score -976677.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -976685.187500 Penalty: 2915.431641
	Iteration 43Q: 3 clusters Score -976685.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -976691.125000 Penalty: 2915.431641
	Iteration 44Q: 3 clusters Score -976691.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -976696.625000 Penalty: 2915.431641
	Iteration 45Q: 3 clusters Score -976696.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -976705.062500 Penalty: 2915.431641
	Iteration 46Q: 3 clusters Score -976705.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -976706.062500 Penalty: 2915.431641
	Iteration 47Q: 3 clusters Score -976706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -976707.875000 Penalty: 2915.431641
	Iteration 48Q: 3 clusters Score -976707.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -976711.375000 Penalty: 2915.431641
	Iteration 49Q: 3 clusters Score -976711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -976709.062500 Penalty: 2915.431641
	Iteration 50Q: 3 clusters Score -976709.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -976710.937500 Penalty: 2915.431641
	Iteration 51Q: 3 clusters Score -976710.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -976716.562500 Penalty: 2915.431641
	Iteration 52Q: 3 clusters Score -976716.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -976716.812500 Penalty: 2915.431641
	Iteration 53Q: 3 clusters Score -976716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -976717.250000 Penalty: 2915.431641
	Iteration 54Q: 3 clusters Score -976717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -976716.625000 Penalty: 2915.431641
	Iteration 55Q: 3 clusters Score -976716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -976719.062500 Penalty: 2915.431641
	Iteration 56Q: 3 clusters Score -976719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -976717.562500 Penalty: 2915.431641
	Iteration 57Q: 3 clusters Score -976717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -976720.687500 Penalty: 2915.431641
	Iteration 58Q: 3 clusters Score -976720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -976718.750000 Penalty: 2915.431641
	Iteration 59Q: 3 clusters Score -976718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -976719.000000 Penalty: 2915.431641
	Iteration 60F: 3 clusters Score -976719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Entering Unmasked Estep 
Score: -927527.250000 Penalty: 1451.140869
	Iteration 0F: 2 clusters Score -927527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -921874.875000 Penalty: 2902.281738
	Iteration 0F: 3 clusters Score -921874.9 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -923618.250000 Penalty: 2902.281738
	Iteration 1F: 3 clusters Score -923618.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -923846.875000 Penalty: 2902.281738
	Iteration 2F: 3 clusters Score -923846.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -924038.750000 Penalty: 2902.281738
	Iteration 3F: 3 clusters Score -924038.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -924190.750000 Penalty: 2902.281738
	Iteration 4Q: 3 clusters Score -924190.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -924334.437500 Penalty: 2902.281738
	Iteration 5Q: 3 clusters Score -924334.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -924468.250000 Penalty: 2902.281738
	Iteration 6Q: 3 clusters Score -924468.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -924604.250000 Penalty: 2902.281738
	Iteration 7Q: 3 clusters Score -924604.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -924741.562500 Penalty: 2902.281738
	Iteration 8Q: 3 clusters Score -924741.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -924872.375000 Penalty: 2902.281738
	Iteration 9Q: 3 clusters Score -924872.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -925029.375000 Penalty: 2902.281738
	Iteration 10Q: 3 clusters Score -925029.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -925200.125000 Penalty: 2902.281738
	Iteration 11Q: 3 clusters Score -925200.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -925340.812500 Penalty: 2902.281738
	Iteration 12Q: 3 clusters Score -925340.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -925497.875000 Penalty: 2902.281738
	Iteration 13Q: 3 clusters Score -925497.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -925656.625000 Penalty: 2902.281738
	Iteration 14Q: 3 clusters Score -925656.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -925807.375000 Penalty: 2902.281738
	Iteration 15Q: 3 clusters Score -925807.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -925934.500000 Penalty: 2902.281738
	Iteration 16Q: 3 clusters Score -925934.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -926013.375000 Penalty: 2902.281738
	Iteration 17Q: 3 clusters Score -926013.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -926079.375000 Penalty: 2902.281738
	Iteration 18Q: 3 clusters Score -926079.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -926130.062500 Penalty: 2902.281738
	Iteration 19Q: 3 clusters Score -926130.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -926166.937500 Penalty: 2902.281738
	Iteration 20F: 3 clusters Score -926166.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -926196.500000 Penalty: 2902.281738
	Iteration 21Q: 3 clusters Score -926196.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -926221.250000 Penalty: 2902.281738
	Iteration 22Q: 3 clusters Score -926221.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -926236.000000 Penalty: 2902.281738
	Iteration 23Q: 3 clusters Score -926236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -926247.812500 Penalty: 2902.281738
	Iteration 24Q: 3 clusters Score -926247.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -926255.312500 Penalty: 2902.281738
	Iteration 25Q: 3 clusters Score -926255.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -926260.812500 Penalty: 2902.281738
	Iteration 26Q: 3 clusters Score -926260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -926265.062500 Penalty: 2902.281738
	Iteration 27Q: 3 clusters Score -926265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -926270.125000 Penalty: 2902.281738
	Iteration 28Q: 3 clusters Score -926270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -926274.562500 Penalty: 2902.281738
	Iteration 29Q: 3 clusters Score -926274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -926278.000000 Penalty: 2902.281738
	Iteration 30Q: 3 clusters Score -926278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -926281.000000 Penalty: 2902.281738
	Iteration 31Q: 3 clusters Score -926281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -926290.812500 Penalty: 2902.281738
	Iteration 32Q: 3 clusters Score -926290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -926293.625000 Penalty: 2902.281738
	Iteration 33Q: 3 clusters Score -926293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -926298.687500 Penalty: 2902.281738
	Iteration 34Q: 3 clusters Score -926298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -926300.875000 Penalty: 2902.281738
	Iteration 35Q: 3 clusters Score -926300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -926302.562500 Penalty: 2902.281738
	Iteration 36Q: 3 clusters Score -926302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -926305.312500 Penalty: 2902.281738
	Iteration 37Q: 3 clusters Score -926305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -926307.500000 Penalty: 2902.281738
	Iteration 38Q: 3 clusters Score -926307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -926307.500000 Penalty: 2902.281738
	Iteration 39F: 3 clusters Score -926307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -94627.632812 Penalty: 1098.755615
	Iteration 0F: 2 clusters Score -94627.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93350.859375 Penalty: 2197.511230
	Iteration 0F: 3 clusters Score -93350.86 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93650.921875 Penalty: 2197.511230
	Iteration 1F: 3 clusters Score -93650.92 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93804.054688 Penalty: 2197.511230
	Iteration 2F: 3 clusters Score -93804.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -93954.414062 Penalty: 2197.511230
	Iteration 3F: 3 clusters Score -93954.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94089.828125 Penalty: 2197.511230
	Iteration 4F: 3 clusters Score -94089.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94209.117188 Penalty: 2197.511230
	Iteration 5F: 3 clusters Score -94209.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -94285.765625 Penalty: 2197.511230
	Iteration 6Q: 3 clusters Score -94285.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94346.132812 Penalty: 2197.511230
	Iteration 7Q: 3 clusters Score -94346.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94402.882812 Penalty: 2197.511230
	Iteration 8Q: 3 clusters Score -94402.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94448.335938 Penalty: 2197.511230
	Iteration 9Q: 3 clusters Score -94448.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -94487.625000 Penalty: 2197.511230
	Iteration 10Q: 3 clusters Score -94487.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94517.601562 Penalty: 2197.511230
	Iteration 11Q: 3 clusters Score -94517.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94530.281250 Penalty: 2197.511230
	Iteration 12Q: 3 clusters Score -94530.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94538.601562 Penalty: 2197.511230
	Iteration 13Q: 3 clusters Score -94538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -94541.156250 Penalty: 2197.511230
	Iteration 14Q: 3 clusters Score -94541.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94542.031250 Penalty: 2197.511230
	Iteration 15Q: 3 clusters Score -94542.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94542.031250 Penalty: 2197.511230
	Iteration 16F: 3 clusters Score -94542.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -2145606.500000 Penalty: 1587.283203
	Iteration 0F: 2 clusters Score -2145606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2133566.250000 Penalty: 3174.566406
	Iteration 0F: 3 clusters Score -2133566 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2138040.750000 Penalty: 3174.566406
	Iteration 1F: 3 clusters Score -2138041 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2138525.000000 Penalty: 3174.566406
	Iteration 2F: 3 clusters Score -2138525 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2138982.250000 Penalty: 3174.566406
	Iteration 3F: 3 clusters Score -2138982 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2139397.000000 Penalty: 3174.566406
	Iteration 4F: 3 clusters Score -2139397 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2139809.250000 Penalty: 3174.566406
	Iteration 5Q: 3 clusters Score -2139809 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2140192.000000 Penalty: 3174.566406
	Iteration 6Q: 3 clusters Score -2140192 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2140504.750000 Penalty: 3174.566406
	Iteration 7Q: 3 clusters Score -2140505 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2140796.250000 Penalty: 3174.566406
	Iteration 8Q: 3 clusters Score -2140796 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2141100.750000 Penalty: 3174.566406
	Iteration 9Q: 3 clusters Score -2141101 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2141412.000000 Penalty: 3174.566406
	Iteration 10Q: 3 clusters Score -2141412 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2141785.000000 Penalty: 3174.566406
	Iteration 11Q: 3 clusters Score -2141785 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2142334.250000 Penalty: 3174.566406
	Iteration 12Q: 3 clusters Score -2142334 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2142871.000000 Penalty: 3174.566406
	Iteration 13Q: 3 clusters Score -2142871 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2143251.000000 Penalty: 3174.566406
	Iteration 14Q: 3 clusters Score -2143251 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2143476.250000 Penalty: 3174.566406
	Iteration 15Q: 3 clusters Score -2143476 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2143612.750000 Penalty: 3174.566406
	Iteration 16Q: 3 clusters Score -2143613 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2143705.250000 Penalty: 3174.566406
	Iteration 17Q: 3 clusters Score -2143705 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2143774.250000 Penalty: 3174.566406
	Iteration 18Q: 3 clusters Score -2143774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2143836.000000 Penalty: 3174.566406
	Iteration 19Q: 3 clusters Score -2143836 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2143886.000000 Penalty: 3174.566406
	Iteration 20F: 3 clusters Score -2143886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2143925.500000 Penalty: 3174.566406
	Iteration 21Q: 3 clusters Score -2143926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2143948.000000 Penalty: 3174.566406
	Iteration 22Q: 3 clusters Score -2143948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2143984.000000 Penalty: 3174.566406
	Iteration 23Q: 3 clusters Score -2143984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2144018.500000 Penalty: 3174.566406
	Iteration 24Q: 3 clusters Score -2144018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2144038.500000 Penalty: 3174.566406
	Iteration 25Q: 3 clusters Score -2144038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2144063.000000 Penalty: 3174.566406
	Iteration 26Q: 3 clusters Score -2144063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2144073.000000 Penalty: 3174.566406
	Iteration 27Q: 3 clusters Score -2144073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2144091.500000 Penalty: 3174.566406
	Iteration 28Q: 3 clusters Score -2144092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2144110.750000 Penalty: 3174.566406
	Iteration 29Q: 3 clusters Score -2144111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2144125.500000 Penalty: 3174.566406
	Iteration 30Q: 3 clusters Score -2144126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2144142.000000 Penalty: 3174.566406
	Iteration 31Q: 3 clusters Score -2144142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2144154.500000 Penalty: 3174.566406
	Iteration 32Q: 3 clusters Score -2144154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2144159.500000 Penalty: 3174.566406
	Iteration 33Q: 3 clusters Score -2144160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2144168.500000 Penalty: 3174.566406
	Iteration 34Q: 3 clusters Score -2144168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2144167.250000 Penalty: 3174.566406
	Iteration 35Q: 3 clusters Score -2144167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2144173.750000 Penalty: 3174.566406
	Iteration 36Q: 3 clusters Score -2144174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2144173.750000 Penalty: 3174.566406
	Iteration 37Q: 3 clusters Score -2144174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2144175.000000 Penalty: 3174.566406
	Iteration 38Q: 3 clusters Score -2144175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2144170.500000 Penalty: 3174.566406
	Iteration 39Q: 3 clusters Score -2144170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2144180.000000 Penalty: 3174.566406
	Iteration 40F: 3 clusters Score -2144180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2144185.250000 Penalty: 3174.566406
	Iteration 41Q: 3 clusters Score -2144185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2144187.500000 Penalty: 3174.566406
	Iteration 42Q: 3 clusters Score -2144188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2144190.250000 Penalty: 3174.566406
	Iteration 43Q: 3 clusters Score -2144190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2144194.750000 Penalty: 3174.566406
	Iteration 44Q: 3 clusters Score -2144195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2144196.750000 Penalty: 3174.566406
	Iteration 45Q: 3 clusters Score -2144197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2144197.750000 Penalty: 3174.566406
	Iteration 46Q: 3 clusters Score -2144198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2144205.000000 Penalty: 3174.566406
	Iteration 47Q: 3 clusters Score -2144205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2144206.750000 Penalty: 3174.566406
	Iteration 48Q: 3 clusters Score -2144207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2144203.750000 Penalty: 3174.566406
	Iteration 49Q: 3 clusters Score -2144204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2144209.750000 Penalty: 3174.566406
	Iteration 50Q: 3 clusters Score -2144210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2144211.750000 Penalty: 3174.566406
	Iteration 51Q: 3 clusters Score -2144212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2144214.750000 Penalty: 3174.566406
	Iteration 52Q: 3 clusters Score -2144215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2144218.500000 Penalty: 3174.566406
	Iteration 53Q: 3 clusters Score -2144218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2144220.500000 Penalty: 3174.566406
	Iteration 54Q: 3 clusters Score -2144220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2144216.500000 Penalty: 3174.566406
	Iteration 55Q: 3 clusters Score -2144216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2144224.000000 Penalty: 3174.566406
	Iteration 56Q: 3 clusters Score -2144224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2144228.000000 Penalty: 3174.566406
	Iteration 57Q: 3 clusters Score -2144228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2144227.500000 Penalty: 3174.566406
	Iteration 58Q: 3 clusters Score -2144228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2144231.000000 Penalty: 3174.566406
	Iteration 59Q: 3 clusters Score -2144231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2144234.750000 Penalty: 3174.566406
	Iteration 60F: 3 clusters Score -2144235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2144236.500000 Penalty: 3174.566406
	Iteration 61Q: 3 clusters Score -2144236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2144240.750000 Penalty: 3174.566406
	Iteration 62Q: 3 clusters Score -2144241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2144248.750000 Penalty: 3174.566406
	Iteration 63Q: 3 clusters Score -2144249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2144252.250000 Penalty: 3174.566406
	Iteration 64Q: 3 clusters Score -2144252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2144261.250000 Penalty: 3174.566406
	Iteration 65Q: 3 clusters Score -2144261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2144265.000000 Penalty: 3174.566406
	Iteration 66Q: 3 clusters Score -2144265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2144272.000000 Penalty: 3174.566406
	Iteration 67Q: 3 clusters Score -2144272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2144274.000000 Penalty: 3174.566406
	Iteration 68Q: 3 clusters Score -2144274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2144271.750000 Penalty: 3174.566406
	Iteration 69Q: 3 clusters Score -2144272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2144279.000000 Penalty: 3174.566406
	Iteration 70Q: 3 clusters Score -2144279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2144285.250000 Penalty: 3174.566406
	Iteration 71Q: 3 clusters Score -2144285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2144283.000000 Penalty: 3174.566406
	Iteration 72Q: 3 clusters Score -2144283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2144287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2144288.000000 Penalty: 3174.566406
	Iteration 74Q: 3 clusters Score -2144288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2144284.750000 Penalty: 3174.566406
	Iteration 75Q: 3 clusters Score -2144285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2144285.000000 Penalty: 3174.566406
	Iteration 76Q: 3 clusters Score -2144285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2144287.250000 Penalty: 3174.566406
	Iteration 77Q: 3 clusters Score -2144287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2144289.250000 Penalty: 3174.566406
	Iteration 78Q: 3 clusters Score -2144289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2144291.750000 Penalty: 3174.566406
	Iteration 79Q: 3 clusters Score -2144292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2144295.750000 Penalty: 3174.566406
	Iteration 80F: 3 clusters Score -2144296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2144297.500000 Penalty: 3174.566406
	Iteration 81Q: 3 clusters Score -2144298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2144300.250000 Penalty: 3174.566406
	Iteration 82Q: 3 clusters Score -2144300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2144298.500000 Penalty: 3174.566406
	Iteration 83Q: 3 clusters Score -2144298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2144300.250000 Penalty: 3174.566406
	Iteration 84Q: 3 clusters Score -2144300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2144301.000000 Penalty: 3174.566406
	Iteration 85Q: 3 clusters Score -2144301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2144301.000000 Penalty: 3174.566406
	Iteration 86Q: 3 clusters Score -2144301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2144299.250000 Penalty: 3174.566406
	Iteration 87Q: 3 clusters Score -2144299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2144298.750000 Penalty: 3174.566406
	Iteration 88Q: 3 clusters Score -2144299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2144302.000000 Penalty: 3174.566406
	Iteration 89Q: 3 clusters Score -2144302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2144303.500000 Penalty: 3174.566406
	Iteration 90Q: 3 clusters Score -2144304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2144305.500000 Penalty: 3174.566406
	Iteration 91Q: 3 clusters Score -2144306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2144306.000000 Penalty: 3174.566406
	Iteration 92Q: 3 clusters Score -2144306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2144305.000000 Penalty: 3174.566406
	Iteration 93Q: 3 clusters Score -2144305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2144310.250000 Penalty: 3174.566406
	Iteration 94Q: 3 clusters Score -2144310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2144309.500000 Penalty: 3174.566406
	Iteration 95Q: 3 clusters Score -2144310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2144312.500000 Penalty: 3174.566406
	Iteration 96Q: 3 clusters Score -2144312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2144315.250000 Penalty: 3174.566406
	Iteration 97Q: 3 clusters Score -2144315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2144319.250000 Penalty: 3174.566406
	Iteration 98Q: 3 clusters Score -2144319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2144325.500000 Penalty: 3174.566406
	Iteration 99Q: 3 clusters Score -2144326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2144325.500000 Penalty: 3174.566406
	Iteration 100F: 3 clusters Score -2144326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2144324.750000 Penalty: 3174.566406
	Iteration 101Q: 3 clusters Score -2144325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2144327.250000 Penalty: 3174.566406
	Iteration 102Q: 3 clusters Score -2144327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2144330.500000 Penalty: 3174.566406
	Iteration 103Q: 3 clusters Score -2144330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2144332.250000 Penalty: 3174.566406
	Iteration 104Q: 3 clusters Score -2144332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2144331.500000 Penalty: 3174.566406
	Iteration 105Q: 3 clusters Score -2144332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2144333.500000 Penalty: 3174.566406
	Iteration 106Q: 3 clusters Score -2144334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2144335.750000 Penalty: 3174.566406
	Iteration 107Q: 3 clusters Score -2144336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2144340.750000 Penalty: 3174.566406
	Iteration 108Q: 3 clusters Score -2144341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2144350.500000 Penalty: 3174.566406
	Iteration 109Q: 3 clusters Score -2144350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2144359.250000 Penalty: 3174.566406
	Iteration 110Q: 3 clusters Score -2144359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2144363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2144364.500000 Penalty: 3174.566406
	Iteration 112Q: 3 clusters Score -2144364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2144372.000000 Penalty: 3174.566406
	Iteration 113Q: 3 clusters Score -2144372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2144375.000000 Penalty: 3174.566406
	Iteration 114Q: 3 clusters Score -2144375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2144376.500000 Penalty: 3174.566406
	Iteration 115Q: 3 clusters Score -2144376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2144380.250000 Penalty: 3174.566406
	Iteration 116Q: 3 clusters Score -2144380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2144381.000000 Penalty: 3174.566406
	Iteration 117Q: 3 clusters Score -2144381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2144383.000000 Penalty: 3174.566406
	Iteration 118Q: 3 clusters Score -2144383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2144387.000000 Penalty: 3174.566406
	Iteration 119Q: 3 clusters Score -2144387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2144388.750000 Penalty: 3174.566406
	Iteration 120F: 3 clusters Score -2144389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2144392.750000 Penalty: 3174.566406
	Iteration 121Q: 3 clusters Score -2144393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2144395.500000 Penalty: 3174.566406
	Iteration 122Q: 3 clusters Score -2144396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2144402.000000 Penalty: 3174.566406
	Iteration 123Q: 3 clusters Score -2144402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2144410.250000 Penalty: 3174.566406
	Iteration 124Q: 3 clusters Score -2144410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2144410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2144417.000000 Penalty: 3174.566406
	Iteration 126Q: 3 clusters Score -2144417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2144427.250000 Penalty: 3174.566406
	Iteration 127Q: 3 clusters Score -2144427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2144432.750000 Penalty: 3174.566406
	Iteration 128Q: 3 clusters Score -2144433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2144437.000000 Penalty: 3174.566406
	Iteration 129Q: 3 clusters Score -2144437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2144455.000000 Penalty: 3174.566406
	Iteration 130Q: 3 clusters Score -2144455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2144458.500000 Penalty: 3174.566406
	Iteration 131Q: 3 clusters Score -2144458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2144462.250000 Penalty: 3174.566406
	Iteration 132Q: 3 clusters Score -2144462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2144466.750000 Penalty: 3174.566406
	Iteration 133Q: 3 clusters Score -2144467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2144476.250000 Penalty: 3174.566406
	Iteration 134Q: 3 clusters Score -2144476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2144485.750000 Penalty: 3174.566406
	Iteration 135Q: 3 clusters Score -2144486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2144496.000000 Penalty: 3174.566406
	Iteration 136Q: 3 clusters Score -2144496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2144495.500000 Penalty: 3174.566406
	Iteration 137Q: 3 clusters Score -2144496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2144499.000000 Penalty: 3174.566406
	Iteration 138Q: 3 clusters Score -2144499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2144508.000000 Penalty: 3174.566406
	Iteration 139Q: 3 clusters Score -2144508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2144511.500000 Penalty: 3174.566406
	Iteration 140F: 3 clusters Score -2144512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2144519.500000 Penalty: 3174.566406
	Iteration 141Q: 3 clusters Score -2144520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2144528.500000 Penalty: 3174.566406
	Iteration 142Q: 3 clusters Score -2144528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2144533.000000 Penalty: 3174.566406
	Iteration 143Q: 3 clusters Score -2144533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2144544.000000 Penalty: 3174.566406
	Iteration 144Q: 3 clusters Score -2144544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2144546.000000 Penalty: 3174.566406
	Iteration 145Q: 3 clusters Score -2144546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2144550.250000 Penalty: 3174.566406
	Iteration 146Q: 3 clusters Score -2144550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2144549.250000 Penalty: 3174.566406
	Iteration 147Q: 3 clusters Score -2144549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2144553.000000 Penalty: 3174.566406
	Iteration 148Q: 3 clusters Score -2144553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2144550.250000 Penalty: 3174.566406
	Iteration 149Q: 3 clusters Score -2144550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2144555.250000 Penalty: 3174.566406
	Iteration 150Q: 3 clusters Score -2144555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2144554.000000 Penalty: 3174.566406
	Iteration 151Q: 3 clusters Score -2144554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2144564.250000 Penalty: 3174.566406
	Iteration 152Q: 3 clusters Score -2144564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2144562.500000 Penalty: 3174.566406
	Iteration 153Q: 3 clusters Score -2144562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2144567.500000 Penalty: 3174.566406
	Iteration 154Q: 3 clusters Score -2144568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2144568.500000 Penalty: 3174.566406
	Iteration 155Q: 3 clusters Score -2144568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2144576.250000 Penalty: 3174.566406
	Iteration 156Q: 3 clusters Score -2144576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2144581.500000 Penalty: 3174.566406
	Iteration 157Q: 3 clusters Score -2144582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2144587.250000 Penalty: 3174.566406
	Iteration 158Q: 3 clusters Score -2144587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2144588.750000 Penalty: 3174.566406
	Iteration 159Q: 3 clusters Score -2144589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2144593.000000 Penalty: 3174.566406
	Iteration 160F: 3 clusters Score -2144593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2144595.750000 Penalty: 3174.566406
	Iteration 161Q: 3 clusters Score -2144596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2144598.500000 Penalty: 3174.566406
	Iteration 162Q: 3 clusters Score -2144598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2144599.000000 Penalty: 3174.566406
	Iteration 163Q: 3 clusters Score -2144599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2144603.000000 Penalty: 3174.566406
	Iteration 164Q: 3 clusters Score -2144603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2144605.500000 Penalty: 3174.566406
	Iteration 165Q: 3 clusters Score -2144606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2144608.250000 Penalty: 3174.566406
	Iteration 166Q: 3 clusters Score -2144608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2144609.500000 Penalty: 3174.566406
	Iteration 167Q: 3 clusters Score -2144610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2144613.500000 Penalty: 3174.566406
	Iteration 168Q: 3 clusters Score -2144614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2144612.750000 Penalty: 3174.566406
	Iteration 169Q: 3 clusters Score -2144613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2144612.500000 Penalty: 3174.566406
	Iteration 170Q: 3 clusters Score -2144612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2144615.500000 Penalty: 3174.566406
	Iteration 171Q: 3 clusters Score -2144616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2144617.750000 Penalty: 3174.566406
	Iteration 172Q: 3 clusters Score -2144618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2144616.500000 Penalty: 3174.566406
	Iteration 173Q: 3 clusters Score -2144616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2144616.000000 Penalty: 3174.566406
	Iteration 174Q: 3 clusters Score -2144616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2144619.000000 Penalty: 3174.566406
	Iteration 175Q: 3 clusters Score -2144619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2144619.750000 Penalty: 3174.566406
	Iteration 176Q: 3 clusters Score -2144620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2144620.000000 Penalty: 3174.566406
	Iteration 177Q: 3 clusters Score -2144620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2144623.250000 Penalty: 3174.566406
	Iteration 178Q: 3 clusters Score -2144623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2144622.500000 Penalty: 3174.566406
	Iteration 179Q: 3 clusters Score -2144622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2144623.750000 Penalty: 3174.566406
	Iteration 180F: 3 clusters Score -2144624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2144624.000000 Penalty: 3174.566406
	Iteration 181Q: 3 clusters Score -2144624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2144624.000000 Penalty: 3174.566406
	Iteration 182F: 3 clusters Score -2144624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26992.275391 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -26992.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26166.482422 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -26166.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26227.121094 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -26227.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26252.900391 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -26252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26265.697266 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -26265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26269.916016 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -26269.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26271.347656 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -26271.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26271.347656 Penalty: 1790.551270
	Iteration 6F: 3 clusters Score -26271.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18408.714844 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -18408.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17634.406250 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -17634.41 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17940.964844 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -17940.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18138.357422 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -18138.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18326.789062 Penalty: 1912.079712
	Iteration 3F: 3 clusters Score -18326.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18419.113281 Penalty: 1912.079712
	Iteration 4F: 3 clusters Score -18419.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18583.818359 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -18583.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18639.460938 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -18639.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18724.783203 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -18724.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18772.763672 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -18772.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18790.023438 Penalty: 1912.079712
	Iteration 9Q: 3 clusters Score -18790.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18811.443359 Penalty: 1912.079712
	Iteration 10Q: 3 clusters Score -18811.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18816.236328 Penalty: 1912.079712
	Iteration 11Q: 3 clusters Score -18816.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18827.072266 Penalty: 1912.079712
	Iteration 12Q: 3 clusters Score -18827.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18834.136719 Penalty: 1912.079712
	Iteration 13Q: 3 clusters Score -18834.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18837.605469 Penalty: 1912.079712
	Iteration 14Q: 3 clusters Score -18837.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18846.718750 Penalty: 1912.079712
	Iteration 15Q: 3 clusters Score -18846.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18850.255859 Penalty: 1912.079712
	Iteration 16F: 3 clusters Score -18850.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18960.591797 Penalty: 1912.079712
	Iteration 17Q: 3 clusters Score -18960.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19015.761719 Penalty: 1912.079712
	Iteration 18Q: 3 clusters Score -19015.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19026.205078 Penalty: 1912.079712
	Iteration 19Q: 3 clusters Score -19026.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19032.154297 Penalty: 1912.079712
	Iteration 20F: 3 clusters Score -19032.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109083 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117755 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 72753 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38383 members 
Mstep: Class 17 contains 101301 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110745 members 
Mstep: Class 23 contains 110827 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27743 members 
Mstep: Class 28 contains 16278 members 
Mstep: Class 29 contains 1866 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 115473 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 143 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 216 members 
Mstep: Class 41 contains 2557 members 
Entering Unmasked Estep 
Score: -141733984.000000 Penalty: 93015.281250
Splitting cluster 37 changes total score from -141735296.000000 to -141733984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -18866.253906 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -18866.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18232.613281 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -18232.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18482.730469 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -18482.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18566.677734 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -18566.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18578.472656 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -18578.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18578.472656 Penalty: 1824.266602
	Iteration 4F: 3 clusters Score -18578.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -633154.625000 Penalty: 1398.880493
	Iteration 0F: 2 clusters Score -633154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -628908.562500 Penalty: 2797.760986
	Iteration 0F: 3 clusters Score -628908.6 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -630288.000000 Penalty: 2797.760986
	Iteration 1F: 3 clusters Score -630288 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -630586.250000 Penalty: 2797.760986
	Iteration 2F: 3 clusters Score -630586.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -630824.125000 Penalty: 2797.760986
	Iteration 3F: 3 clusters Score -630824.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -631041.062500 Penalty: 2797.760986
	Iteration 4F: 3 clusters Score -631041.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -631279.312500 Penalty: 2797.760986
	Iteration 5F: 3 clusters Score -631279.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -631551.437500 Penalty: 2797.760986
	Iteration 6F: 3 clusters Score -631551.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -631753.500000 Penalty: 2797.760986
	Iteration 7Q: 3 clusters Score -631753.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -631927.250000 Penalty: 2797.760986
	Iteration 8Q: 3 clusters Score -631927.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -632090.500000 Penalty: 2797.760986
	Iteration 9Q: 3 clusters Score -632090.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -632238.625000 Penalty: 2797.760986
	Iteration 10Q: 3 clusters Score -632238.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -632362.000000 Penalty: 2797.760986
	Iteration 11Q: 3 clusters Score -632362 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -632417.375000 Penalty: 2797.760986
	Iteration 12Q: 3 clusters Score -632417.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -632443.000000 Penalty: 2797.760986
	Iteration 13Q: 3 clusters Score -632443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -632458.875000 Penalty: 2797.760986
	Iteration 14Q: 3 clusters Score -632458.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -632475.687500 Penalty: 2797.760986
	Iteration 15Q: 3 clusters Score -632475.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -632486.187500 Penalty: 2797.760986
	Iteration 16Q: 3 clusters Score -632486.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -632496.125000 Penalty: 2797.760986
	Iteration 17Q: 3 clusters Score -632496.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -632503.625000 Penalty: 2797.760986
	Iteration 18Q: 3 clusters Score -632503.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -632509.812500 Penalty: 2797.760986
	Iteration 19Q: 3 clusters Score -632509.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -632517.125000 Penalty: 2797.760986
	Iteration 20F: 3 clusters Score -632517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -632522.500000 Penalty: 2797.760986
	Iteration 21Q: 3 clusters Score -632522.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -632528.062500 Penalty: 2797.760986
	Iteration 22Q: 3 clusters Score -632528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -632532.875000 Penalty: 2797.760986
	Iteration 23Q: 3 clusters Score -632532.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -632534.500000 Penalty: 2797.760986
	Iteration 24Q: 3 clusters Score -632534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -632536.937500 Penalty: 2797.760986
	Iteration 25Q: 3 clusters Score -632536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -632538.000000 Penalty: 2797.760986
	Iteration 26Q: 3 clusters Score -632538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -632538.062500 Penalty: 2797.760986
	Iteration 27Q: 3 clusters Score -632538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -632538.062500 Penalty: 2797.760986
	Iteration 28F: 3 clusters Score -632538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -318419.093750 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -318419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315977.187500 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -315977.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -316460.437500 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -316460.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -316565.218750 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -316565.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -316628.906250 Penalty: 2550.141846
	Iteration 3Q: 3 clusters Score -316628.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -316677.687500 Penalty: 2550.141846
	Iteration 4Q: 3 clusters Score -316677.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -316722.906250 Penalty: 2550.141846
	Iteration 5Q: 3 clusters Score -316722.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -316757.125000 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -316757.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -316777.312500 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -316777.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -316797.750000 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -316797.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -316822.093750 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -316822.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -316836.187500 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -316836.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -316848.281250 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -316848.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -316860.593750 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -316860.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -316876.593750 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -316876.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -316889.375000 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -316889.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -316907.406250 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -316907.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -316920.562500 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -316920.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -316931.437500 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -316931.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -316939.625000 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -316939.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -316944.250000 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -316944.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -316947.156250 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -316947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -316951.343750 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -316951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -316956.656250 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -316956.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -316961.468750 Penalty: 2550.141846
	Iteration 23Q: 3 clusters Score -316961.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -316967.406250 Penalty: 2550.141846
	Iteration 24Q: 3 clusters Score -316967.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -316974.375000 Penalty: 2550.141846
	Iteration 25Q: 3 clusters Score -316974.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -316977.937500 Penalty: 2550.141846
	Iteration 26Q: 3 clusters Score -316977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -316979.125000 Penalty: 2550.141846
	Iteration 27Q: 3 clusters Score -316979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -316980.156250 Penalty: 2550.141846
	Iteration 28Q: 3 clusters Score -316980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -316980.375000 Penalty: 2550.141846
	Iteration 29Q: 3 clusters Score -316980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -316980.281250 Penalty: 2550.141846
	Iteration 30Q: 3 clusters Score -316980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -316982.500000 Penalty: 2550.141846
	Iteration 31Q: 3 clusters Score -316982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -316982.343750 Penalty: 2550.141846
	Iteration 32Q: 3 clusters Score -316982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -316983.593750 Penalty: 2550.141846
	Iteration 33Q: 3 clusters Score -316983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -316984.218750 Penalty: 2550.141846
	Iteration 34Q: 3 clusters Score -316984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -316984.468750 Penalty: 2550.141846
	Iteration 35Q: 3 clusters Score -316984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -316985.000000 Penalty: 2550.141846
	Iteration 36Q: 3 clusters Score -316985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -316985.375000 Penalty: 2550.141846
	Iteration 37Q: 3 clusters Score -316985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -316985.375000 Penalty: 2550.141846
	Iteration 38Q: 3 clusters Score -316985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -316986.625000 Penalty: 2550.141846
	Iteration 39Q: 3 clusters Score -316986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -316987.718750 Penalty: 2550.141846
	Iteration 40F: 3 clusters Score -316987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -316989.906250 Penalty: 2550.141846
	Iteration 41Q: 3 clusters Score -316989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -316990.750000 Penalty: 2550.141846
	Iteration 42Q: 3 clusters Score -316990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -316992.093750 Penalty: 2550.141846
	Iteration 43Q: 3 clusters Score -316992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -316992.656250 Penalty: 2550.141846
	Iteration 44Q: 3 clusters Score -316992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -316993.843750 Penalty: 2550.141846
	Iteration 45Q: 3 clusters Score -316993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -316996.343750 Penalty: 2550.141846
	Iteration 46Q: 3 clusters Score -316996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -316998.281250 Penalty: 2550.141846
	Iteration 47Q: 3 clusters Score -316998.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -317001.125000 Penalty: 2550.141846
	Iteration 48Q: 3 clusters Score -317001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -317003.031250 Penalty: 2550.141846
	Iteration 49Q: 3 clusters Score -317003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -317003.500000 Penalty: 2550.141846
	Iteration 50Q: 3 clusters Score -317003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -317004.000000 Penalty: 2550.141846
	Iteration 51Q: 3 clusters Score -317004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317004.875000 Penalty: 2550.141846
	Iteration 52Q: 3 clusters Score -317004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -317006.093750 Penalty: 2550.141846
	Iteration 53Q: 3 clusters Score -317006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -317007.093750 Penalty: 2550.141846
	Iteration 54Q: 3 clusters Score -317007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -317008.343750 Penalty: 2550.141846
	Iteration 55Q: 3 clusters Score -317008.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -317010.343750 Penalty: 2550.141846
	Iteration 56Q: 3 clusters Score -317010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -317012.593750 Penalty: 2550.141846
	Iteration 57Q: 3 clusters Score -317012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -317014.125000 Penalty: 2550.141846
	Iteration 58Q: 3 clusters Score -317014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -317015.687500 Penalty: 2550.141846
	Iteration 59Q: 3 clusters Score -317015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -317016.187500 Penalty: 2550.141846
	Iteration 60F: 3 clusters Score -317016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -317016.593750 Penalty: 2550.141846
	Iteration 61Q: 3 clusters Score -317016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -317016.531250 Penalty: 2550.141846
	Iteration 62Q: 3 clusters Score -317016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -317017.343750 Penalty: 2550.141846
	Iteration 63Q: 3 clusters Score -317017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -317017.343750 Penalty: 2550.141846
	Iteration 64F: 3 clusters Score -317017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109083 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117755 members 
Mstep: Class 7 contains 104797 members 
Mstep: Class 8 contains 72753 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 14483 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38383 members 
Mstep: Class 17 contains 101301 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110745 members 
Mstep: Class 23 contains 110827 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27743 members 
Mstep: Class 28 contains 16278 members 
Mstep: Class 29 contains 1866 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 115473 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 41 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734816.000000 Penalty: 90746.617188
Iteration 159Q: 41 clusters Score -1.417348e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109118 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117724 members 
Mstep: Class 7 contains 104936 members 
Mstep: Class 8 contains 72875 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 3198 members 
Mstep: Class 16 contains 38321 members 
Mstep: Class 17 contains 101302 members 
Mstep: Class 18 contains 78405 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110843 members 
Mstep: Class 23 contains 110940 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59882 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27661 members 
Mstep: Class 28 contains 16285 members 
Mstep: Class 29 contains 1872 members 
Mstep: Class 30 contains 2684 members 
Mstep: Class 31 contains 115200 members 
Mstep: Class 32 contains 7871 members 
Mstep: Class 33 contains 7549 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 5483 members 
Mstep: Class 41 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734880.000000 Penalty: 90746.617188
Iteration 160F: 41 clusters Score -1.417349e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109104 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117757 members 
Mstep: Class 7 contains 105071 members 
Mstep: Class 8 contains 73013 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 14506 members 
Mstep: Class 14 contains 7362 members 
Mstep: Class 15 contains 3198 members 
Mstep: Class 16 contains 38263 members 
Mstep: Class 17 contains 101303 members 
Mstep: Class 18 contains 78447 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 110922 members 
Mstep: Class 23 contains 111018 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59802 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 27593 members 
Mstep: Class 28 contains 16276 members 
Mstep: Class 29 contains 1876 members 
Mstep: Class 30 contains 2680 members 
Mstep: Class 31 contains 114925 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 7545 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17468 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 5484 members 
Mstep: Class 41 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734832.000000 Penalty: 90746.617188
Iteration 161Q: 41 clusters Score -1.417348e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109139 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117793 members 
Mstep: Class 7 contains 105202 members 
Mstep: Class 8 contains 73164 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 38200 members 
Mstep: Class 17 contains 101289 members 
Mstep: Class 18 contains 78478 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111004 members 
Mstep: Class 23 contains 111002 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59725 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 27547 members 
Mstep: Class 28 contains 16265 members 
Mstep: Class 29 contains 1878 members 
Mstep: Class 30 contains 2676 members 
Mstep: Class 31 contains 114718 members 
Mstep: Class 32 contains 7875 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17473 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 363 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 5485 members 
Mstep: Class 41 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734640.000000 Penalty: 90746.617188
Iteration 162Q: 41 clusters Score -1.417346e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109183 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117870 members 
Mstep: Class 7 contains 105316 members 
Mstep: Class 8 contains 73302 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 16 contains 38150 members 
Mstep: Class 17 contains 101232 members 
Mstep: Class 18 contains 78520 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111056 members 
Mstep: Class 23 contains 110969 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59643 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 27496 members 
Mstep: Class 28 contains 16246 members 
Mstep: Class 29 contains 1886 members 
Mstep: Class 30 contains 2667 members 
Mstep: Class 31 contains 114558 members 
Mstep: Class 32 contains 7875 members 
Mstep: Class 33 contains 7528 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17474 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5486 members 
Mstep: Class 41 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734176.000000 Penalty: 90746.617188
Iteration 163Q: 41 clusters Score -1.417342e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109199 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117933 members 
Mstep: Class 7 contains 105422 members 
Mstep: Class 8 contains 73442 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6188 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 16 contains 38093 members 
Mstep: Class 17 contains 101248 members 
Mstep: Class 18 contains 78592 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111131 members 
Mstep: Class 23 contains 110871 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59584 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27434 members 
Mstep: Class 28 contains 16217 members 
Mstep: Class 29 contains 1890 members 
Mstep: Class 30 contains 2660 members 
Mstep: Class 31 contains 114396 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7522 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17478 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 41 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733792.000000 Penalty: 90746.617188
Iteration 164Q: 41 clusters Score -1.417338e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109172 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117957 members 
Mstep: Class 7 contains 105490 members 
Mstep: Class 8 contains 73600 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 38063 members 
Mstep: Class 17 contains 101274 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111230 members 
Mstep: Class 23 contains 110787 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59538 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27387 members 
Mstep: Class 28 contains 16188 members 
Mstep: Class 29 contains 1891 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 114246 members 
Mstep: Class 32 contains 7867 members 
Mstep: Class 33 contains 7519 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17474 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5499 members 
Mstep: Class 41 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733536.000000 Penalty: 90746.617188
Iteration 165Q: 41 clusters Score -1.417335e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109168 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117982 members 
Mstep: Class 7 contains 105537 members 
Mstep: Class 8 contains 73738 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6184 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 14498 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 38038 members 
Mstep: Class 17 contains 101322 members 
Mstep: Class 18 contains 78695 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111331 members 
Mstep: Class 23 contains 110668 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59481 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27341 members 
Mstep: Class 28 contains 16167 members 
Mstep: Class 29 contains 1892 members 
Mstep: Class 30 contains 2652 members 
Mstep: Class 31 contains 114131 members 
Mstep: Class 32 contains 7866 members 
Mstep: Class 33 contains 7514 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 17475 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5506 members 
Mstep: Class 41 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733840.000000 Penalty: 90746.617188
Iteration 166Q: 41 clusters Score -1.417338e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109138 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117993 members 
Mstep: Class 7 contains 105606 members 
Mstep: Class 8 contains 73873 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 38019 members 
Mstep: Class 17 contains 101427 members 
Mstep: Class 18 contains 78739 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111412 members 
Mstep: Class 23 contains 110504 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59440 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27287 members 
Mstep: Class 28 contains 16176 members 
Mstep: Class 29 contains 1893 members 
Mstep: Class 30 contains 2647 members 
Mstep: Class 31 contains 113993 members 
Mstep: Class 32 contains 7867 members 
Mstep: Class 33 contains 7510 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17474 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5507 members 
Mstep: Class 41 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733648.000000 Penalty: 90746.617188
Iteration 167Q: 41 clusters Score -1.417336e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109090 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117987 members 
Mstep: Class 7 contains 105654 members 
Mstep: Class 8 contains 74017 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 14509 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 38005 members 
Mstep: Class 17 contains 101539 members 
Mstep: Class 18 contains 78791 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111483 members 
Mstep: Class 23 contains 110318 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59409 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27225 members 
Mstep: Class 28 contains 16169 members 
Mstep: Class 29 contains 1895 members 
Mstep: Class 30 contains 2644 members 
Mstep: Class 31 contains 113933 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7510 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17471 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 41 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733168.000000 Penalty: 90746.617188
Iteration 168Q: 41 clusters Score -1.417332e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109053 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 118004 members 
Mstep: Class 7 contains 105699 members 
Mstep: Class 8 contains 74179 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6414 members 
Mstep: Class 13 contains 14513 members 
Mstep: Class 14 contains 7356 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 101598 members 
Mstep: Class 18 contains 78841 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111554 members 
Mstep: Class 23 contains 110128 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59392 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27174 members 
Mstep: Class 28 contains 16167 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 2641 members 
Mstep: Class 31 contains 113876 members 
Mstep: Class 32 contains 7863 members 
Mstep: Class 33 contains 7504 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17472 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 41 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733072.000000 Penalty: 90746.617188
Iteration 169Q: 41 clusters Score -1.417331e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 109035 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 105726 members 
Mstep: Class 8 contains 74316 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 14517 members 
Mstep: Class 14 contains 7356 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 37946 members 
Mstep: Class 17 contains 101641 members 
Mstep: Class 18 contains 78875 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111644 members 
Mstep: Class 23 contains 109983 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59355 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27136 members 
Mstep: Class 28 contains 16173 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 2636 members 
Mstep: Class 31 contains 113818 members 
Mstep: Class 32 contains 7858 members 
Mstep: Class 33 contains 7500 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17470 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5507 members 
Mstep: Class 41 contains 2507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732992.000000 Penalty: 90746.617188
Iteration 170Q: 41 clusters Score -1.41733e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108992 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 118062 members 
Mstep: Class 7 contains 105741 members 
Mstep: Class 8 contains 74420 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6405 members 
Mstep: Class 13 contains 14523 members 
Mstep: Class 14 contains 7356 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 37901 members 
Mstep: Class 17 contains 101699 members 
Mstep: Class 18 contains 78904 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111732 members 
Mstep: Class 23 contains 109840 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59319 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27099 members 
Mstep: Class 28 contains 16185 members 
Mstep: Class 29 contains 1905 members 
Mstep: Class 30 contains 2634 members 
Mstep: Class 31 contains 113756 members 
Mstep: Class 32 contains 7859 members 
Mstep: Class 33 contains 7499 members 
Mstep: Class 34 contains 866 members 
Mstep: Class 35 contains 17472 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5509 members 
Mstep: Class 41 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733248.000000 Penalty: 90746.617188
Iteration 171Q: 41 clusters Score -1.417332e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108954 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 118107 members 
Mstep: Class 7 contains 105736 members 
Mstep: Class 8 contains 74504 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 14541 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 37831 members 
Mstep: Class 17 contains 101766 members 
Mstep: Class 18 contains 78947 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111807 members 
Mstep: Class 23 contains 109718 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59300 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27065 members 
Mstep: Class 28 contains 16199 members 
Mstep: Class 29 contains 1911 members 
Mstep: Class 30 contains 2629 members 
Mstep: Class 31 contains 113693 members 
Mstep: Class 32 contains 7861 members 
Mstep: Class 33 contains 7503 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17469 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5513 members 
Mstep: Class 41 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733184.000000 Penalty: 90746.617188
Iteration 172Q: 41 clusters Score -1.417332e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108916 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 118068 members 
Mstep: Class 7 contains 105734 members 
Mstep: Class 8 contains 74607 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 14558 members 
Mstep: Class 14 contains 7351 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 37799 members 
Mstep: Class 17 contains 101857 members 
Mstep: Class 18 contains 79011 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111881 members 
Mstep: Class 23 contains 109573 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59269 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27050 members 
Mstep: Class 28 contains 16196 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 2622 members 
Mstep: Class 31 contains 113649 members 
Mstep: Class 32 contains 7863 members 
Mstep: Class 33 contains 7499 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17477 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5514 members 
Mstep: Class 41 contains 2486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733056.000000 Penalty: 90746.617188
Iteration 173Q: 41 clusters Score -1.417331e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108893 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 118051 members 
Mstep: Class 7 contains 105747 members 
Mstep: Class 8 contains 74705 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 14562 members 
Mstep: Class 14 contains 7353 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 37740 members 
Mstep: Class 17 contains 101926 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 111953 members 
Mstep: Class 23 contains 109441 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59255 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27035 members 
Mstep: Class 28 contains 16204 members 
Mstep: Class 29 contains 1922 members 
Mstep: Class 30 contains 2620 members 
Mstep: Class 31 contains 113591 members 
Mstep: Class 32 contains 7866 members 
Mstep: Class 33 contains 7493 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17480 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5513 members 
Mstep: Class 41 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732864.000000 Penalty: 90746.617188
Iteration 174Q: 41 clusters Score -1.417329e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108855 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 118044 members 
Mstep: Class 7 contains 105745 members 
Mstep: Class 8 contains 74811 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6405 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 37694 members 
Mstep: Class 17 contains 101945 members 
Mstep: Class 18 contains 79127 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112034 members 
Mstep: Class 23 contains 109304 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59239 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27027 members 
Mstep: Class 28 contains 16202 members 
Mstep: Class 29 contains 1924 members 
Mstep: Class 30 contains 2618 members 
Mstep: Class 31 contains 113566 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 7491 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17488 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5515 members 
Mstep: Class 41 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732816.000000 Penalty: 90746.617188
Iteration 175Q: 41 clusters Score -1.417328e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108825 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117977 members 
Mstep: Class 7 contains 105720 members 
Mstep: Class 8 contains 74915 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 14578 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 37642 members 
Mstep: Class 17 contains 101983 members 
Mstep: Class 18 contains 79178 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112127 members 
Mstep: Class 23 contains 109233 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59222 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27013 members 
Mstep: Class 28 contains 16203 members 
Mstep: Class 29 contains 1924 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 113561 members 
Mstep: Class 32 contains 7870 members 
Mstep: Class 33 contains 7484 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17487 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5515 members 
Mstep: Class 41 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732832.000000 Penalty: 90746.617188
Iteration 176Q: 41 clusters Score -1.417328e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108746 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117944 members 
Mstep: Class 7 contains 105727 members 
Mstep: Class 8 contains 75030 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6175 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 7360 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 101997 members 
Mstep: Class 18 contains 79250 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112261 members 
Mstep: Class 23 contains 109138 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59205 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 26996 members 
Mstep: Class 28 contains 16188 members 
Mstep: Class 29 contains 1925 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 113523 members 
Mstep: Class 32 contains 7869 members 
Mstep: Class 33 contains 7479 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17486 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5516 members 
Mstep: Class 41 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732592.000000 Penalty: 90746.617188
Iteration 177Q: 41 clusters Score -1.417326e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108700 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117874 members 
Mstep: Class 7 contains 105734 members 
Mstep: Class 8 contains 75151 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6173 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 37587 members 
Mstep: Class 17 contains 102020 members 
Mstep: Class 18 contains 79301 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112379 members 
Mstep: Class 23 contains 109025 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59164 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27000 members 
Mstep: Class 28 contains 16184 members 
Mstep: Class 29 contains 1925 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 113505 members 
Mstep: Class 32 contains 7869 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17476 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5515 members 
Mstep: Class 41 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732560.000000 Penalty: 90746.617188
Iteration 178Q: 41 clusters Score -1.417326e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108638 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117762 members 
Mstep: Class 7 contains 105741 members 
Mstep: Class 8 contains 75296 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 37559 members 
Mstep: Class 17 contains 102064 members 
Mstep: Class 18 contains 79361 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112515 members 
Mstep: Class 23 contains 108929 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59117 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 26998 members 
Mstep: Class 28 contains 16176 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 113482 members 
Mstep: Class 32 contains 7871 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17469 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5517 members 
Mstep: Class 41 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732416.000000 Penalty: 90746.617188
Iteration 179Q: 41 clusters Score -1.417324e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108591 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117637 members 
Mstep: Class 7 contains 105736 members 
Mstep: Class 8 contains 75444 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 37524 members 
Mstep: Class 17 contains 102072 members 
Mstep: Class 18 contains 79443 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112585 members 
Mstep: Class 23 contains 108875 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59106 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 26998 members 
Mstep: Class 28 contains 16159 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 113463 members 
Mstep: Class 32 contains 7873 members 
Mstep: Class 33 contains 7480 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17474 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5515 members 
Mstep: Class 41 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732272.000000 Penalty: 90746.617188
Iteration 180F: 41 clusters Score -1.417323e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108508 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117512 members 
Mstep: Class 7 contains 105720 members 
Mstep: Class 8 contains 75600 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6388 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 7369 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 37484 members 
Mstep: Class 17 contains 102075 members 
Mstep: Class 18 contains 79530 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112650 members 
Mstep: Class 23 contains 108870 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59095 members 
Mstep: Class 26 contains 251 members 
Mstep: Class 27 contains 27016 members 
Mstep: Class 28 contains 16142 members 
Mstep: Class 29 contains 1929 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 113426 members 
Mstep: Class 32 contains 7873 members 
Mstep: Class 33 contains 7481 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17480 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 5513 members 
Mstep: Class 41 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732496.000000 Penalty: 90746.617188
Iteration 181Q: 41 clusters Score -1.417325e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108421 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117491 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 75735 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 14609 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 37440 members 
Mstep: Class 17 contains 102098 members 
Mstep: Class 18 contains 79636 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112706 members 
Mstep: Class 23 contains 108823 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59076 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 26996 members 
Mstep: Class 28 contains 16136 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 113374 members 
Mstep: Class 32 contains 7872 members 
Mstep: Class 33 contains 7480 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17482 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5514 members 
Mstep: Class 41 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732352.000000 Penalty: 90746.617188
Iteration 182Q: 41 clusters Score -1.417324e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108366 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117423 members 
Mstep: Class 7 contains 105675 members 
Mstep: Class 8 contains 75900 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6382 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 7373 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 37382 members 
Mstep: Class 17 contains 102082 members 
Mstep: Class 18 contains 79726 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112775 members 
Mstep: Class 23 contains 108756 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59048 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 26976 members 
Mstep: Class 28 contains 16130 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 113380 members 
Mstep: Class 32 contains 7873 members 
Mstep: Class 33 contains 7482 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17485 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5514 members 
Mstep: Class 41 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732048.000000 Penalty: 90746.617188
Iteration 183Q: 41 clusters Score -1.41732e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108316 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117389 members 
Mstep: Class 7 contains 105659 members 
Mstep: Class 8 contains 76053 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6379 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 7375 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 37332 members 
Mstep: Class 17 contains 102070 members 
Mstep: Class 18 contains 79815 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112839 members 
Mstep: Class 23 contains 108652 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59027 members 
Mstep: Class 26 contains 243 members 
Mstep: Class 27 contains 26964 members 
Mstep: Class 28 contains 16106 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 113397 members 
Mstep: Class 32 contains 7877 members 
Mstep: Class 33 contains 7481 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17488 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 378 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5513 members 
Mstep: Class 41 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732000.000000 Penalty: 90746.617188
Iteration 184Q: 41 clusters Score -1.41732e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 108263 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117310 members 
Mstep: Class 7 contains 105652 members 
Mstep: Class 8 contains 76203 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6378 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3229 members 
Mstep: Class 16 contains 37295 members 
Mstep: Class 17 contains 102027 members 
Mstep: Class 18 contains 79908 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112937 members 
Mstep: Class 23 contains 108547 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59017 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 26935 members 
Mstep: Class 28 contains 16081 members 
Mstep: Class 29 contains 1943 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 113426 members 
Mstep: Class 32 contains 7879 members 
Mstep: Class 33 contains 7482 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17499 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 383 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5510 members 
Mstep: Class 41 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732128.000000 Penalty: 90746.617188
Iteration 185Q: 41 clusters Score -1.417321e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 108220 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117241 members 
Mstep: Class 7 contains 105648 members 
Mstep: Class 8 contains 76348 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 37260 members 
Mstep: Class 17 contains 102012 members 
Mstep: Class 18 contains 79985 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 112974 members 
Mstep: Class 23 contains 108479 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59010 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 26918 members 
Mstep: Class 28 contains 16051 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 113438 members 
Mstep: Class 32 contains 7882 members 
Mstep: Class 33 contains 7487 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17505 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5511 members 
Mstep: Class 41 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732032.000000 Penalty: 90746.617188
Iteration 186Q: 41 clusters Score -1.41732e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108175 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117126 members 
Mstep: Class 7 contains 105624 members 
Mstep: Class 8 contains 76488 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 14630 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 37222 members 
Mstep: Class 17 contains 102056 members 
Mstep: Class 18 contains 80065 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113026 members 
Mstep: Class 23 contains 108413 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58993 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 26907 members 
Mstep: Class 28 contains 16013 members 
Mstep: Class 29 contains 1943 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 113464 members 
Mstep: Class 32 contains 7884 members 
Mstep: Class 33 contains 7486 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17510 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 385 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5511 members 
Mstep: Class 41 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731872.000000 Penalty: 90746.617188
Iteration 187Q: 41 clusters Score -1.417319e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108139 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 117019 members 
Mstep: Class 7 contains 105603 members 
Mstep: Class 8 contains 76625 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6174 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 14641 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 3234 members 
Mstep: Class 16 contains 37195 members 
Mstep: Class 17 contains 102066 members 
Mstep: Class 18 contains 80141 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113039 members 
Mstep: Class 23 contains 108357 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58981 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 26877 members 
Mstep: Class 28 contains 15980 members 
Mstep: Class 29 contains 1945 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 113547 members 
Mstep: Class 32 contains 7885 members 
Mstep: Class 33 contains 7493 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17506 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 386 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5514 members 
Mstep: Class 41 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731984.000000 Penalty: 90746.617188
Iteration 188Q: 41 clusters Score -1.41732e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 108069 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 116940 members 
Mstep: Class 7 contains 105602 members 
Mstep: Class 8 contains 76777 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6371 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 37168 members 
Mstep: Class 17 contains 102091 members 
Mstep: Class 18 contains 80205 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113077 members 
Mstep: Class 23 contains 108271 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58972 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26858 members 
Mstep: Class 28 contains 15954 members 
Mstep: Class 29 contains 1951 members 
Mstep: Class 30 contains 2588 members 
Mstep: Class 31 contains 113578 members 
Mstep: Class 32 contains 7888 members 
Mstep: Class 33 contains 7496 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 17503 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5513 members 
Mstep: Class 41 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732336.000000 Penalty: 90746.617188
Iteration 189Q: 41 clusters Score -1.417323e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 107995 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 116874 members 
Mstep: Class 7 contains 105602 members 
Mstep: Class 8 contains 76914 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6179 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6365 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 37143 members 
Mstep: Class 17 contains 102105 members 
Mstep: Class 18 contains 80283 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113092 members 
Mstep: Class 23 contains 108200 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58979 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26832 members 
Mstep: Class 28 contains 15938 members 
Mstep: Class 29 contains 1952 members 
Mstep: Class 30 contains 2583 members 
Mstep: Class 31 contains 113627 members 
Mstep: Class 32 contains 7891 members 
Mstep: Class 33 contains 7499 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 17494 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5512 members 
Mstep: Class 41 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732336.000000 Penalty: 90746.617188
Iteration 190Q: 41 clusters Score -1.417323e+08 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107922 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 116745 members 
Mstep: Class 7 contains 105582 members 
Mstep: Class 8 contains 77074 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 14657 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 37113 members 
Mstep: Class 17 contains 102176 members 
Mstep: Class 18 contains 80372 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113110 members 
Mstep: Class 23 contains 108126 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58976 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26792 members 
Mstep: Class 28 contains 15920 members 
Mstep: Class 29 contains 1951 members 
Mstep: Class 30 contains 2581 members 
Mstep: Class 31 contains 113686 members 
Mstep: Class 32 contains 7894 members 
Mstep: Class 33 contains 7503 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 17498 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5507 members 
Mstep: Class 41 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731872.000000 Penalty: 90746.617188
Iteration 191Q: 41 clusters Score -1.417319e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107866 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 116641 members 
Mstep: Class 7 contains 105560 members 
Mstep: Class 8 contains 77238 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6365 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 7375 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 37090 members 
Mstep: Class 17 contains 102213 members 
Mstep: Class 18 contains 80460 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113131 members 
Mstep: Class 23 contains 108064 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58977 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26732 members 
Mstep: Class 28 contains 15904 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2577 members 
Mstep: Class 31 contains 113735 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 7509 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 17492 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5508 members 
Mstep: Class 41 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731472.000000 Penalty: 90746.617188
Iteration 192Q: 41 clusters Score -1.417315e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107824 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 116478 members 
Mstep: Class 7 contains 105518 members 
Mstep: Class 8 contains 77402 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6183 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6368 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 37069 members 
Mstep: Class 17 contains 102242 members 
Mstep: Class 18 contains 80545 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113182 members 
Mstep: Class 23 contains 108038 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58948 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26690 members 
Mstep: Class 28 contains 15894 members 
Mstep: Class 29 contains 1953 members 
Mstep: Class 30 contains 2574 members 
Mstep: Class 31 contains 113789 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7515 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 17496 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5508 members 
Mstep: Class 41 contains 2332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731376.000000 Penalty: 90746.617188
Iteration 193Q: 41 clusters Score -1.417314e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107773 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 116278 members 
Mstep: Class 7 contains 105462 members 
Mstep: Class 8 contains 77572 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6369 members 
Mstep: Class 13 contains 14660 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3237 members 
Mstep: Class 16 contains 37058 members 
Mstep: Class 17 contains 102250 members 
Mstep: Class 18 contains 80634 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113277 members 
Mstep: Class 23 contains 108010 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58917 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26639 members 
Mstep: Class 28 contains 15881 members 
Mstep: Class 29 contains 1952 members 
Mstep: Class 30 contains 2568 members 
Mstep: Class 31 contains 113871 members 
Mstep: Class 32 contains 7893 members 
Mstep: Class 33 contains 7522 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 17499 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 41 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731296.000000 Penalty: 90746.617188
Iteration 194Q: 41 clusters Score -1.417313e+08 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107727 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 116096 members 
Mstep: Class 7 contains 105433 members 
Mstep: Class 8 contains 77735 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 37062 members 
Mstep: Class 17 contains 102261 members 
Mstep: Class 18 contains 80733 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113363 members 
Mstep: Class 23 contains 107946 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58903 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26552 members 
Mstep: Class 28 contains 15867 members 
Mstep: Class 29 contains 1952 members 
Mstep: Class 30 contains 2559 members 
Mstep: Class 31 contains 113936 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7533 members 
Mstep: Class 34 contains 870 members 
Mstep: Class 35 contains 17509 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 41 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731008.000000 Penalty: 90746.617188
Iteration 195Q: 41 clusters Score -1.41731e+08 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107717 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115878 members 
Mstep: Class 7 contains 105412 members 
Mstep: Class 8 contains 77908 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 14669 members 
Mstep: Class 14 contains 7373 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 37066 members 
Mstep: Class 17 contains 102274 members 
Mstep: Class 18 contains 80841 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113453 members 
Mstep: Class 23 contains 107927 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58884 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26474 members 
Mstep: Class 28 contains 15850 members 
Mstep: Class 29 contains 1948 members 
Mstep: Class 30 contains 2548 members 
Mstep: Class 31 contains 113972 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7530 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 17498 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 41 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731104.000000 Penalty: 90746.617188
Iteration 196Q: 41 clusters Score -1.417311e+08 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107688 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115695 members 
Mstep: Class 7 contains 105381 members 
Mstep: Class 8 contains 78091 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 14668 members 
Mstep: Class 14 contains 7367 members 
Mstep: Class 15 contains 3237 members 
Mstep: Class 16 contains 37096 members 
Mstep: Class 17 contains 102287 members 
Mstep: Class 18 contains 80933 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113545 members 
Mstep: Class 23 contains 107810 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58868 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26410 members 
Mstep: Class 28 contains 15836 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2536 members 
Mstep: Class 31 contains 114051 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7537 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 17489 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5498 members 
Mstep: Class 41 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731152.000000 Penalty: 90746.617188
Iteration 197Q: 41 clusters Score -1.417312e+08 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107582 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115623 members 
Mstep: Class 7 contains 105372 members 
Mstep: Class 8 contains 78246 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6376 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 7366 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 37138 members 
Mstep: Class 17 contains 102251 members 
Mstep: Class 18 contains 81050 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113621 members 
Mstep: Class 23 contains 107723 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58834 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26324 members 
Mstep: Class 28 contains 15836 members 
Mstep: Class 29 contains 1948 members 
Mstep: Class 30 contains 2524 members 
Mstep: Class 31 contains 114115 members 
Mstep: Class 32 contains 7893 members 
Mstep: Class 33 contains 7549 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 41 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731280.000000 Penalty: 90746.617188
Iteration 198Q: 41 clusters Score -1.417313e+08 nChanged 3938
Entering ConstructFrom: 
Score: -141731280.000000 Penalty: 90746.617188
Entering ConstructFrom: 
Trying to split cluster 1 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -41296.500000 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -41296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40398.574219 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -40398.57 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40606.960938 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -40606.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40722.660156 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -40722.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40818.117188 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -40818.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40891.203125 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -40891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40913.660156 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -40913.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40927.339844 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -40927.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40947.343750 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -40947.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40955.351562 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -40955.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40957.562500 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -40957.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40957.562500 Penalty: 1956.042847
	Iteration 10F: 3 clusters Score -40957.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -57167.335938 Penalty: 1038.686523
	Iteration 0F: 2 clusters Score -57167.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56091.859375 Penalty: 2077.373047
	Iteration 0F: 3 clusters Score -56091.86 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56388.660156 Penalty: 2077.373047
	Iteration 1F: 3 clusters Score -56388.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56534.144531 Penalty: 2077.373047
	Iteration 2F: 3 clusters Score -56534.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56639.511719 Penalty: 2077.373047
	Iteration 3F: 3 clusters Score -56639.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56710.074219 Penalty: 2077.373047
	Iteration 4F: 3 clusters Score -56710.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56735.167969 Penalty: 2077.373047
	Iteration 5Q: 3 clusters Score -56735.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56744.574219 Penalty: 2077.373047
	Iteration 6Q: 3 clusters Score -56744.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56755.863281 Penalty: 2077.373047
	Iteration 7Q: 3 clusters Score -56755.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56764.687500 Penalty: 2077.373047
	Iteration 8Q: 3 clusters Score -56764.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56780.351562 Penalty: 2077.373047
	Iteration 9Q: 3 clusters Score -56780.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56792.675781 Penalty: 2077.373047
	Iteration 10Q: 3 clusters Score -56792.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56794.703125 Penalty: 2077.373047
	Iteration 11Q: 3 clusters Score -56794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56800.140625 Penalty: 2077.373047
	Iteration 12Q: 3 clusters Score -56800.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56800.730469 Penalty: 2077.373047
	Iteration 13Q: 3 clusters Score -56800.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56800.730469 Penalty: 2077.373047
	Iteration 14F: 3 clusters Score -56800.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -141797.031250 Penalty: 1163.131958
	Iteration 0F: 2 clusters Score -141797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -140230.390625 Penalty: 2326.263916
	Iteration 0F: 3 clusters Score -140230.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140808.062500 Penalty: 2326.263916
	Iteration 1F: 3 clusters Score -140808.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -141142.609375 Penalty: 2326.263916
	Iteration 2F: 3 clusters Score -141142.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -141326.625000 Penalty: 2326.263916
	Iteration 3F: 3 clusters Score -141326.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141493.843750 Penalty: 2326.263916
	Iteration 4F: 3 clusters Score -141493.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -141578.843750 Penalty: 2326.263916
	Iteration 5Q: 3 clusters Score -141578.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141631.890625 Penalty: 2326.263916
	Iteration 6Q: 3 clusters Score -141631.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141669.359375 Penalty: 2326.263916
	Iteration 7Q: 3 clusters Score -141669.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141711.203125 Penalty: 2326.263916
	Iteration 8Q: 3 clusters Score -141711.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141740.765625 Penalty: 2326.263916
	Iteration 9Q: 3 clusters Score -141740.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141747.765625 Penalty: 2326.263916
	Iteration 10Q: 3 clusters Score -141747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -141756.421875 Penalty: 2326.263916
	Iteration 11Q: 3 clusters Score -141756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -141761.640625 Penalty: 2326.263916
	Iteration 12Q: 3 clusters Score -141761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -141766.875000 Penalty: 2326.263916
	Iteration 13Q: 3 clusters Score -141766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -141774.937500 Penalty: 2326.263916
	Iteration 14Q: 3 clusters Score -141774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -141781.671875 Penalty: 2326.263916
	Iteration 15Q: 3 clusters Score -141781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -141785.781250 Penalty: 2326.263916
	Iteration 16Q: 3 clusters Score -141785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -141791.031250 Penalty: 2326.263916
	Iteration 17Q: 3 clusters Score -141791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -141800.453125 Penalty: 2326.263916
	Iteration 18Q: 3 clusters Score -141800.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141803.921875 Penalty: 2326.263916
	Iteration 19Q: 3 clusters Score -141803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -141806.125000 Penalty: 2326.263916
	Iteration 20F: 3 clusters Score -141806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -141807.640625 Penalty: 2326.263916
	Iteration 21Q: 3 clusters Score -141807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -141808.984375 Penalty: 2326.263916
	Iteration 22Q: 3 clusters Score -141809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141809.906250 Penalty: 2326.263916
	Iteration 23Q: 3 clusters Score -141809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141810.406250 Penalty: 2326.263916
	Iteration 24Q: 3 clusters Score -141810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141810.406250 Penalty: 2326.263916
	Iteration 25F: 3 clusters Score -141810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 729 members 
Mstep: Class 4 contains 107445 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115552 members 
Mstep: Class 7 contains 105350 members 
Mstep: Class 8 contains 78425 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 37194 members 
Mstep: Class 17 contains 102185 members 
Mstep: Class 18 contains 81165 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113730 members 
Mstep: Class 23 contains 107648 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58837 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26236 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2517 members 
Mstep: Class 31 contains 114145 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 555 members 
Mstep: Class 41 contains 2235 members 
Entering Unmasked Estep 
Score: -141730016.000000 Penalty: 93015.281250
Splitting cluster 3 changes total score from -141731280.000000 to -141730016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (107445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Entering Unmasked Estep 
Score: -13532459.000000 Penalty: 1882.519287
	Iteration 0F: 2 clusters Score -1.353246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -13461137.000000 Penalty: 3765.038574
	Iteration 0F: 3 clusters Score -1.346114e+07 nChanged 51478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -13491377.000000 Penalty: 3765.038574
	Iteration 1F: 3 clusters Score -1.349138e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -13492470.000000 Penalty: 3765.038574
	Iteration 2Q: 3 clusters Score -1.349247e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -13494092.000000 Penalty: 3765.038574
	Iteration 3Q: 3 clusters Score -1.349409e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -13496532.000000 Penalty: 3765.038574
	Iteration 4Q: 3 clusters Score -1.349653e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -13500357.000000 Penalty: 3765.038574
	Iteration 5F: 3 clusters Score -1.350036e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -13506042.000000 Penalty: 3765.038574
	Iteration 6F: 3 clusters Score -1.350604e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -13513150.000000 Penalty: 3765.038574
	Iteration 7F: 3 clusters Score -1.351315e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -13519544.000000 Penalty: 3765.038574
	Iteration 8F: 3 clusters Score -1.351954e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -13523295.000000 Penalty: 3765.038574
	Iteration 9Q: 3 clusters Score -1.35233e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -13525059.000000 Penalty: 3765.038574
	Iteration 10Q: 3 clusters Score -1.352506e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -13526249.000000 Penalty: 3765.038574
	Iteration 11Q: 3 clusters Score -1.352625e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -13527164.000000 Penalty: 3765.038574
	Iteration 12Q: 3 clusters Score -1.352716e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -13527806.000000 Penalty: 3765.038574
	Iteration 13Q: 3 clusters Score -1.352781e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -13528339.000000 Penalty: 3765.038574
	Iteration 14Q: 3 clusters Score -1.352834e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -13528881.000000 Penalty: 3765.038574
	Iteration 15Q: 3 clusters Score -1.352888e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -13529291.000000 Penalty: 3765.038574
	Iteration 16Q: 3 clusters Score -1.352929e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -13529668.000000 Penalty: 3765.038574
	Iteration 17Q: 3 clusters Score -1.352967e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -13529909.000000 Penalty: 3765.038574
	Iteration 18Q: 3 clusters Score -1.352991e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -13530158.000000 Penalty: 3765.038574
	Iteration 19Q: 3 clusters Score -1.353016e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -13530348.000000 Penalty: 3765.038574
	Iteration 20F: 3 clusters Score -1.353035e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -13530527.000000 Penalty: 3765.038574
	Iteration 21Q: 3 clusters Score -1.353053e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -13530652.000000 Penalty: 3765.038574
	Iteration 22Q: 3 clusters Score -1.353065e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -13530830.000000 Penalty: 3765.038574
	Iteration 23Q: 3 clusters Score -1.353083e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -13531000.000000 Penalty: 3765.038574
	Iteration 24Q: 3 clusters Score -1.3531e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -13531097.000000 Penalty: 3765.038574
	Iteration 25Q: 3 clusters Score -1.35311e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -13531272.000000 Penalty: 3765.038574
	Iteration 26Q: 3 clusters Score -1.353127e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -13531384.000000 Penalty: 3765.038574
	Iteration 27Q: 3 clusters Score -1.353138e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -13531505.000000 Penalty: 3765.038574
	Iteration 28Q: 3 clusters Score -1.35315e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -13531598.000000 Penalty: 3765.038574
	Iteration 29Q: 3 clusters Score -1.35316e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -13531671.000000 Penalty: 3765.038574
	Iteration 30Q: 3 clusters Score -1.353167e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -13531727.000000 Penalty: 3765.038574
	Iteration 31Q: 3 clusters Score -1.353173e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -13531795.000000 Penalty: 3765.038574
	Iteration 32Q: 3 clusters Score -1.35318e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -13531787.000000 Penalty: 3765.038574
	Iteration 33Q: 3 clusters Score -1.353179e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -13531857.000000 Penalty: 3765.038574
	Iteration 34Q: 3 clusters Score -1.353186e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -13531812.000000 Penalty: 3765.038574
	Iteration 35Q: 3 clusters Score -1.353181e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 103471 members 
Entering Unmasked Estep 
Score: -13531837.000000 Penalty: 3765.038574
	Iteration 36Q: 3 clusters Score -1.353184e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -13531848.000000 Penalty: 3765.038574
	Iteration 37Q: 3 clusters Score -1.353185e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -13531894.000000 Penalty: 3765.038574
	Iteration 38Q: 3 clusters Score -1.353189e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -13531883.000000 Penalty: 3765.038574
	Iteration 39Q: 3 clusters Score -1.353188e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -13531886.000000 Penalty: 3765.038574
	Iteration 40F: 3 clusters Score -1.353189e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -13531917.000000 Penalty: 3765.038574
	Iteration 41Q: 3 clusters Score -1.353192e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 104907 members 
Entering Unmasked Estep 
Score: -13531920.000000 Penalty: 3765.038574
	Iteration 42Q: 3 clusters Score -1.353192e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -13531965.000000 Penalty: 3765.038574
	Iteration 43Q: 3 clusters Score -1.353196e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -13531913.000000 Penalty: 3765.038574
	Iteration 44Q: 3 clusters Score -1.353191e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -13531876.000000 Penalty: 3765.038574
	Iteration 45Q: 3 clusters Score -1.353188e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -13531820.000000 Penalty: 3765.038574
	Iteration 46Q: 3 clusters Score -1.353182e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 105543 members 
Entering Unmasked Estep 
Score: -13531784.000000 Penalty: 3765.038574
	Iteration 47Q: 3 clusters Score -1.353178e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 105643 members 
Entering Unmasked Estep 
Score: -13531779.000000 Penalty: 3765.038574
	Iteration 48Q: 3 clusters Score -1.353178e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -13531764.000000 Penalty: 3765.038574
	Iteration 49Q: 3 clusters Score -1.353176e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -13531737.000000 Penalty: 3765.038574
	Iteration 50Q: 3 clusters Score -1.353174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 105898 members 
Entering Unmasked Estep 
Score: -13531715.000000 Penalty: 3765.038574
	Iteration 51Q: 3 clusters Score -1.353172e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -13531687.000000 Penalty: 3765.038574
	Iteration 52Q: 3 clusters Score -1.353169e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 106037 members 
Entering Unmasked Estep 
Score: -13531664.000000 Penalty: 3765.038574
	Iteration 53Q: 3 clusters Score -1.353166e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -13531652.000000 Penalty: 3765.038574
	Iteration 54Q: 3 clusters Score -1.353165e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 106144 members 
Entering Unmasked Estep 
Score: -13531675.000000 Penalty: 3765.038574
	Iteration 55Q: 3 clusters Score -1.353168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -13531660.000000 Penalty: 3765.038574
	Iteration 56Q: 3 clusters Score -1.353166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 106221 members 
Entering Unmasked Estep 
Score: -13531638.000000 Penalty: 3765.038574
	Iteration 57Q: 3 clusters Score -1.353164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -13531635.000000 Penalty: 3765.038574
	Iteration 58Q: 3 clusters Score -1.353164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -13531620.000000 Penalty: 3765.038574
	Iteration 59Q: 3 clusters Score -1.353162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -13531607.000000 Penalty: 3765.038574
	Iteration 60F: 3 clusters Score -1.353161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -13531587.000000 Penalty: 3765.038574
	Iteration 61Q: 3 clusters Score -1.353159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
Score: -13531582.000000 Penalty: 3765.038574
	Iteration 62Q: 3 clusters Score -1.353158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 106342 members 
Entering Unmasked Estep 
Score: -13531596.000000 Penalty: 3765.038574
	Iteration 63Q: 3 clusters Score -1.35316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -13531592.000000 Penalty: 3765.038574
	Iteration 64Q: 3 clusters Score -1.353159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -13531592.000000 Penalty: 3765.038574
	Iteration 65Q: 3 clusters Score -1.353159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 106353 members 
Entering Unmasked Estep 
Score: -13531592.000000 Penalty: 3765.038574
	Iteration 66Q: 3 clusters Score -1.353159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -13531585.000000 Penalty: 3765.038574
	Iteration 67Q: 3 clusters Score -1.353158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -13531585.000000 Penalty: 3765.038574
	Iteration 68Q: 3 clusters Score -1.353158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -13531585.000000 Penalty: 3765.038574
	Iteration 69Q: 3 clusters Score -1.353158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -13531590.000000 Penalty: 3765.038574
	Iteration 70Q: 3 clusters Score -1.353159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 106363 members 
Entering Unmasked Estep 
Score: -13531589.000000 Penalty: 3765.038574
	Iteration 71Q: 3 clusters Score -1.353159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 106363 members 
Entering Unmasked Estep 
Score: -13531583.000000 Penalty: 3765.038574
	Iteration 72Q: 3 clusters Score -1.353158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -13531578.000000 Penalty: 3765.038574
	Iteration 73Q: 3 clusters Score -1.353158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -13531574.000000 Penalty: 3765.038574
	Iteration 74Q: 3 clusters Score -1.353157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -13531579.000000 Penalty: 3765.038574
	Iteration 75Q: 3 clusters Score -1.353158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 106371 members 
Entering Unmasked Estep 
Score: -13531578.000000 Penalty: 3765.038574
	Iteration 76Q: 3 clusters Score -1.353158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -13531585.000000 Penalty: 3765.038574
	Iteration 77Q: 3 clusters Score -1.353158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -13531588.000000 Penalty: 3765.038574
	Iteration 78Q: 3 clusters Score -1.353159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -13531582.000000 Penalty: 3765.038574
	Iteration 79Q: 3 clusters Score -1.353158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -13531586.000000 Penalty: 3765.038574
	Iteration 80F: 3 clusters Score -1.353159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -13531588.000000 Penalty: 3765.038574
	Iteration 81Q: 3 clusters Score -1.353159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -13531588.000000 Penalty: 3765.038574
	Iteration 82Q: 3 clusters Score -1.353159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -13531590.000000 Penalty: 3765.038574
	Iteration 83Q: 3 clusters Score -1.353159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -13531590.000000 Penalty: 3765.038574
	Iteration 84F: 3 clusters Score -1.353159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -46419.875000 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -46419.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45451.847656 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -45451.85 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45576.527344 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -45576.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45628.226562 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -45628.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45650.292969 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -45650.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45686.628906 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -45686.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45695.027344 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -45695.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45703.347656 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -45703.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45712.015625 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -45712.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45723.746094 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -45723.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45739.574219 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -45739.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45752.273438 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -45752.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45774.734375 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -45774.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45805.183594 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -45805.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45835.304688 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -45835.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45861.332031 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -45861.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45920.441406 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -45920.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45985.812500 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -45985.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46021.218750 Penalty: 1964.626709
	Iteration 17Q: 3 clusters Score -46021.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46073.199219 Penalty: 1964.626709
	Iteration 18Q: 3 clusters Score -46073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46116.289062 Penalty: 1964.626709
	Iteration 19Q: 3 clusters Score -46116.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46152.539062 Penalty: 1964.626709
	Iteration 20F: 3 clusters Score -46152.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46223.804688 Penalty: 1964.626709
	Iteration 21Q: 3 clusters Score -46223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46284.945312 Penalty: 1964.626709
	Iteration 22Q: 3 clusters Score -46284.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46321.628906 Penalty: 1964.626709
	Iteration 23Q: 3 clusters Score -46321.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46338.957031 Penalty: 1964.626709
	Iteration 24Q: 3 clusters Score -46338.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46359.652344 Penalty: 1964.626709
	Iteration 25Q: 3 clusters Score -46359.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46382.769531 Penalty: 1964.626709
	Iteration 26Q: 3 clusters Score -46382.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46390.480469 Penalty: 1964.626709
	Iteration 27Q: 3 clusters Score -46390.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46400.199219 Penalty: 1964.626709
	Iteration 28Q: 3 clusters Score -46400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46400.199219 Penalty: 1964.626709
	Iteration 29F: 3 clusters Score -46400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (115552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115552 members 
Entering Unmasked Estep 
Score: -14659130.000000 Penalty: 1894.339722
	Iteration 0F: 2 clusters Score -1.465913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -14586020.000000 Penalty: 3788.679443
	Iteration 0F: 3 clusters Score -1.458602e+07 nChanged 55637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -14618195.000000 Penalty: 3788.679443
	Iteration 1F: 3 clusters Score -1.46182e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -14618852.000000 Penalty: 3788.679443
	Iteration 2Q: 3 clusters Score -1.461885e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -14619461.000000 Penalty: 3788.679443
	Iteration 3Q: 3 clusters Score -1.461946e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -14620274.000000 Penalty: 3788.679443
	Iteration 4Q: 3 clusters Score -1.462027e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -14621561.000000 Penalty: 3788.679443
	Iteration 5Q: 3 clusters Score -1.462156e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -14623516.000000 Penalty: 3788.679443
	Iteration 6Q: 3 clusters Score -1.462352e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -14626862.000000 Penalty: 3788.679443
	Iteration 7F: 3 clusters Score -1.462686e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -14631705.000000 Penalty: 3788.679443
	Iteration 8F: 3 clusters Score -1.46317e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -14638143.000000 Penalty: 3788.679443
	Iteration 9F: 3 clusters Score -1.463814e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -14645064.000000 Penalty: 3788.679443
	Iteration 10F: 3 clusters Score -1.464506e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -14650455.000000 Penalty: 3788.679443
	Iteration 11F: 3 clusters Score -1.465046e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -14653698.000000 Penalty: 3788.679443
	Iteration 12Q: 3 clusters Score -1.46537e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -14655523.000000 Penalty: 3788.679443
	Iteration 13Q: 3 clusters Score -1.465552e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -14656614.000000 Penalty: 3788.679443
	Iteration 14Q: 3 clusters Score -1.465661e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -14657505.000000 Penalty: 3788.679443
	Iteration 15Q: 3 clusters Score -1.46575e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -14658137.000000 Penalty: 3788.679443
	Iteration 16Q: 3 clusters Score -1.465814e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -14658624.000000 Penalty: 3788.679443
	Iteration 17Q: 3 clusters Score -1.465862e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -14658794.000000 Penalty: 3788.679443
	Iteration 18Q: 3 clusters Score -1.465879e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -14658870.000000 Penalty: 3788.679443
	Iteration 19Q: 3 clusters Score -1.465887e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 112093 members 
Entering Unmasked Estep 
Score: -14658844.000000 Penalty: 3788.679443
	Iteration 20F: 3 clusters Score -1.465884e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 112723 members 
Entering Unmasked Estep 
Score: -14658719.000000 Penalty: 3788.679443
	Iteration 21Q: 3 clusters Score -1.465872e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -14658532.000000 Penalty: 3788.679443
	Iteration 22Q: 3 clusters Score -1.465853e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -14658410.000000 Penalty: 3788.679443
	Iteration 23Q: 3 clusters Score -1.465841e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -14658366.000000 Penalty: 3788.679443
	Iteration 24Q: 3 clusters Score -1.465837e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -14658316.000000 Penalty: 3788.679443
	Iteration 25Q: 3 clusters Score -1.465832e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -14658295.000000 Penalty: 3788.679443
	Iteration 26Q: 3 clusters Score -1.46583e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -14658212.000000 Penalty: 3788.679443
	Iteration 27Q: 3 clusters Score -1.465821e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 114620 members 
Entering Unmasked Estep 
Score: -14658193.000000 Penalty: 3788.679443
	Iteration 28Q: 3 clusters Score -1.465819e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -14658157.000000 Penalty: 3788.679443
	Iteration 29Q: 3 clusters Score -1.465816e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -14658147.000000 Penalty: 3788.679443
	Iteration 30Q: 3 clusters Score -1.465815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 114833 members 
Entering Unmasked Estep 
Score: -14658127.000000 Penalty: 3788.679443
	Iteration 31Q: 3 clusters Score -1.465813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -14658159.000000 Penalty: 3788.679443
	Iteration 32Q: 3 clusters Score -1.465816e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -14658135.000000 Penalty: 3788.679443
	Iteration 33Q: 3 clusters Score -1.465814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -14658096.000000 Penalty: 3788.679443
	Iteration 34Q: 3 clusters Score -1.46581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -14658109.000000 Penalty: 3788.679443
	Iteration 35Q: 3 clusters Score -1.465811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -14658108.000000 Penalty: 3788.679443
	Iteration 36Q: 3 clusters Score -1.465811e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -14658077.000000 Penalty: 3788.679443
	Iteration 37Q: 3 clusters Score -1.465808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -14658075.000000 Penalty: 3788.679443
	Iteration 38Q: 3 clusters Score -1.465808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -14658054.000000 Penalty: 3788.679443
	Iteration 39Q: 3 clusters Score -1.465805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 115043 members 
Entering Unmasked Estep 
Score: -14658051.000000 Penalty: 3788.679443
	Iteration 40F: 3 clusters Score -1.465805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -14658061.000000 Penalty: 3788.679443
	Iteration 41Q: 3 clusters Score -1.465806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -14658055.000000 Penalty: 3788.679443
	Iteration 42Q: 3 clusters Score -1.465806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -14658043.000000 Penalty: 3788.679443
	Iteration 43Q: 3 clusters Score -1.465804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -14658038.000000 Penalty: 3788.679443
	Iteration 44Q: 3 clusters Score -1.465804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 115063 members 
Entering Unmasked Estep 
Score: -14658044.000000 Penalty: 3788.679443
	Iteration 45Q: 3 clusters Score -1.465804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -14658038.000000 Penalty: 3788.679443
	Iteration 46Q: 3 clusters Score -1.465804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -14658035.000000 Penalty: 3788.679443
	Iteration 47Q: 3 clusters Score -1.465804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 115067 members 
Entering Unmasked Estep 
Score: -14658047.000000 Penalty: 3788.679443
	Iteration 48Q: 3 clusters Score -1.465805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -14658039.000000 Penalty: 3788.679443
	Iteration 49Q: 3 clusters Score -1.465804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -14658039.000000 Penalty: 3788.679443
	Iteration 50F: 3 clusters Score -1.465804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (105350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Entering Unmasked Estep 
Score: -13261191.000000 Penalty: 1879.319580
	Iteration 0F: 2 clusters Score -1.326119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -13191752.000000 Penalty: 3758.639160
	Iteration 0F: 3 clusters Score -1.319175e+07 nChanged 50516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -13220918.000000 Penalty: 3758.639160
	Iteration 1F: 3 clusters Score -1.322092e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -13221742.000000 Penalty: 3758.639160
	Iteration 2Q: 3 clusters Score -1.322174e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -13222710.000000 Penalty: 3758.639160
	Iteration 3Q: 3 clusters Score -1.322271e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -13224002.000000 Penalty: 3758.639160
	Iteration 4Q: 3 clusters Score -1.3224e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -13225643.000000 Penalty: 3758.639160
	Iteration 5Q: 3 clusters Score -1.322564e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -13227903.000000 Penalty: 3758.639160
	Iteration 6Q: 3 clusters Score -1.32279e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -13230784.000000 Penalty: 3758.639160
	Iteration 7F: 3 clusters Score -1.323078e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -13234208.000000 Penalty: 3758.639160
	Iteration 8F: 3 clusters Score -1.323421e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -13237673.000000 Penalty: 3758.639160
	Iteration 9F: 3 clusters Score -1.323767e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -13241110.000000 Penalty: 3758.639160
	Iteration 10F: 3 clusters Score -1.324111e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -13244436.000000 Penalty: 3758.639160
	Iteration 11Q: 3 clusters Score -1.324444e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -13247560.000000 Penalty: 3758.639160
	Iteration 12Q: 3 clusters Score -1.324756e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -13250337.000000 Penalty: 3758.639160
	Iteration 13Q: 3 clusters Score -1.325034e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -13252622.000000 Penalty: 3758.639160
	Iteration 14Q: 3 clusters Score -1.325262e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -13254502.000000 Penalty: 3758.639160
	Iteration 15Q: 3 clusters Score -1.32545e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -13256049.000000 Penalty: 3758.639160
	Iteration 16Q: 3 clusters Score -1.325605e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -13257258.000000 Penalty: 3758.639160
	Iteration 17Q: 3 clusters Score -1.325726e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -13258110.000000 Penalty: 3758.639160
	Iteration 18Q: 3 clusters Score -1.325811e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -13258656.000000 Penalty: 3758.639160
	Iteration 19Q: 3 clusters Score -1.325866e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -13259028.000000 Penalty: 3758.639160
	Iteration 20F: 3 clusters Score -1.325903e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -13259190.000000 Penalty: 3758.639160
	Iteration 21Q: 3 clusters Score -1.325919e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -13259300.000000 Penalty: 3758.639160
	Iteration 22Q: 3 clusters Score -1.32593e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -13259392.000000 Penalty: 3758.639160
	Iteration 23Q: 3 clusters Score -1.325939e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -13259451.000000 Penalty: 3758.639160
	Iteration 24Q: 3 clusters Score -1.325945e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -13259484.000000 Penalty: 3758.639160
	Iteration 25Q: 3 clusters Score -1.325948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 104884 members 
Entering Unmasked Estep 
Score: -13259499.000000 Penalty: 3758.639160
	Iteration 26Q: 3 clusters Score -1.32595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -13259516.000000 Penalty: 3758.639160
	Iteration 27Q: 3 clusters Score -1.325952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -13259550.000000 Penalty: 3758.639160
	Iteration 28Q: 3 clusters Score -1.325955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -13259550.000000 Penalty: 3758.639160
	Iteration 29Q: 3 clusters Score -1.325955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -13259576.000000 Penalty: 3758.639160
	Iteration 30Q: 3 clusters Score -1.325958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -13259582.000000 Penalty: 3758.639160
	Iteration 31Q: 3 clusters Score -1.325958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -13259619.000000 Penalty: 3758.639160
	Iteration 32Q: 3 clusters Score -1.325962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -13259631.000000 Penalty: 3758.639160
	Iteration 33Q: 3 clusters Score -1.325963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -13259635.000000 Penalty: 3758.639160
	Iteration 34Q: 3 clusters Score -1.325964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -13259635.000000 Penalty: 3758.639160
	Iteration 35Q: 3 clusters Score -1.325964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -13259637.000000 Penalty: 3758.639160
	Iteration 36Q: 3 clusters Score -1.325964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -13259632.000000 Penalty: 3758.639160
	Iteration 37Q: 3 clusters Score -1.325963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -13259634.000000 Penalty: 3758.639160
	Iteration 38Q: 3 clusters Score -1.325963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -13259632.000000 Penalty: 3758.639160
	Iteration 39Q: 3 clusters Score -1.325963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -13259632.000000 Penalty: 3758.639160
	Iteration 40F: 3 clusters Score -1.325963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Entering Unmasked Estep 
Score: -9919874.000000 Penalty: 1831.358521
	Iteration 0F: 2 clusters Score -9919874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -9867805.000000 Penalty: 3662.717041
	Iteration 0F: 3 clusters Score -9867805 nChanged 37168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -9889343.000000 Penalty: 3662.717041
	Iteration 1F: 3 clusters Score -9889343 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -9890313.000000 Penalty: 3662.717041
	Iteration 2Q: 3 clusters Score -9890313 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -9891649.000000 Penalty: 3662.717041
	Iteration 3Q: 3 clusters Score -9891649 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -9893446.000000 Penalty: 3662.717041
	Iteration 4Q: 3 clusters Score -9893446 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -9895894.000000 Penalty: 3662.717041
	Iteration 5F: 3 clusters Score -9895894 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -9899196.000000 Penalty: 3662.717041
	Iteration 6F: 3 clusters Score -9899196 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -9903304.000000 Penalty: 3662.717041
	Iteration 7F: 3 clusters Score -9903304 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -9908078.000000 Penalty: 3662.717041
	Iteration 8F: 3 clusters Score -9908078 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -9912533.000000 Penalty: 3662.717041
	Iteration 9F: 3 clusters Score -9912533 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9915620.000000 Penalty: 3662.717041
	Iteration 10Q: 3 clusters Score -9915620 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9917155.000000 Penalty: 3662.717041
	Iteration 11Q: 3 clusters Score -9917155 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9917768.000000 Penalty: 3662.717041
	Iteration 12Q: 3 clusters Score -9917768 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9918056.000000 Penalty: 3662.717041
	Iteration 13Q: 3 clusters Score -9918056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9918145.000000 Penalty: 3662.717041
	Iteration 14Q: 3 clusters Score -9918145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9918207.000000 Penalty: 3662.717041
	Iteration 15Q: 3 clusters Score -9918207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9918236.000000 Penalty: 3662.717041
	Iteration 16Q: 3 clusters Score -9918236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9918249.000000 Penalty: 3662.717041
	Iteration 17Q: 3 clusters Score -9918249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9918262.000000 Penalty: 3662.717041
	Iteration 18Q: 3 clusters Score -9918262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9918264.000000 Penalty: 3662.717041
	Iteration 19Q: 3 clusters Score -9918264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9918281.000000 Penalty: 3662.717041
	Iteration 20F: 3 clusters Score -9918281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9918278.000000 Penalty: 3662.717041
	Iteration 21Q: 3 clusters Score -9918278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9918282.000000 Penalty: 3662.717041
	Iteration 22Q: 3 clusters Score -9918282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9918276.000000 Penalty: 3662.717041
	Iteration 23Q: 3 clusters Score -9918276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9918282.000000 Penalty: 3662.717041
	Iteration 24Q: 3 clusters Score -9918282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9918285.000000 Penalty: 3662.717041
	Iteration 25Q: 3 clusters Score -9918285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9918284.000000 Penalty: 3662.717041
	Iteration 26Q: 3 clusters Score -9918284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9918289.000000 Penalty: 3662.717041
	Iteration 27Q: 3 clusters Score -9918289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9918289.000000 Penalty: 3662.717041
	Iteration 28F: 3 clusters Score -9918289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -33114.222656 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -33114.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32301.058594 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -32301.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32852.156250 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -32852.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33185.824219 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -33185.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33268.375000 Penalty: 1944.779297
	Iteration 3F: 3 clusters Score -33268.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33310.312500 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -33310.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33320.039062 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -33320.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33329.824219 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -33329.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33329.824219 Penalty: 1944.779297
	Iteration 7F: 3 clusters Score -33329.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107445 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115552 members 
Mstep: Class 7 contains 105350 members 
Mstep: Class 8 contains 78425 members 
Mstep: Class 9 contains 273 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 37194 members 
Mstep: Class 17 contains 102185 members 
Mstep: Class 18 contains 81165 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113730 members 
Mstep: Class 23 contains 107648 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58837 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26236 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2517 members 
Mstep: Class 31 contains 114145 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 2235 members 
Entering Unmasked Estep 
Score: -141729840.000000 Penalty: 93015.281250
Splitting cluster 9 changes total score from -141731280.000000 to -141729840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -740709.062500 Penalty: 1418.632202
	Iteration 0F: 2 clusters Score -740709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -735969.812500 Penalty: 2837.264404
	Iteration 0F: 3 clusters Score -735969.8 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -737370.312500 Penalty: 2837.264404
	Iteration 1F: 3 clusters Score -737370.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -737601.000000 Penalty: 2837.264404
	Iteration 2F: 3 clusters Score -737601 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -737799.125000 Penalty: 2837.264404
	Iteration 3F: 3 clusters Score -737799.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -738089.125000 Penalty: 2837.264404
	Iteration 4Q: 3 clusters Score -738089.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -738467.937500 Penalty: 2837.264404
	Iteration 5F: 3 clusters Score -738467.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -738866.250000 Penalty: 2837.264404
	Iteration 6F: 3 clusters Score -738866.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -739260.312500 Penalty: 2837.264404
	Iteration 7F: 3 clusters Score -739260.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -739590.750000 Penalty: 2837.264404
	Iteration 8F: 3 clusters Score -739590.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -739843.187500 Penalty: 2837.264404
	Iteration 9F: 3 clusters Score -739843.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -740066.625000 Penalty: 2837.264404
	Iteration 10Q: 3 clusters Score -740066.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -740229.500000 Penalty: 2837.264404
	Iteration 11Q: 3 clusters Score -740229.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -740343.875000 Penalty: 2837.264404
	Iteration 12Q: 3 clusters Score -740343.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -740428.687500 Penalty: 2837.264404
	Iteration 13Q: 3 clusters Score -740428.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -740482.625000 Penalty: 2837.264404
	Iteration 14Q: 3 clusters Score -740482.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -740525.562500 Penalty: 2837.264404
	Iteration 15Q: 3 clusters Score -740525.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -740556.687500 Penalty: 2837.264404
	Iteration 16Q: 3 clusters Score -740556.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -740574.062500 Penalty: 2837.264404
	Iteration 17Q: 3 clusters Score -740574.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -740591.750000 Penalty: 2837.264404
	Iteration 18Q: 3 clusters Score -740591.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -740601.875000 Penalty: 2837.264404
	Iteration 19Q: 3 clusters Score -740601.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -740615.312500 Penalty: 2837.264404
	Iteration 20F: 3 clusters Score -740615.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -740622.812500 Penalty: 2837.264404
	Iteration 21Q: 3 clusters Score -740622.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -740635.750000 Penalty: 2837.264404
	Iteration 22Q: 3 clusters Score -740635.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -740643.250000 Penalty: 2837.264404
	Iteration 23Q: 3 clusters Score -740643.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -740651.750000 Penalty: 2837.264404
	Iteration 24Q: 3 clusters Score -740651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -740653.937500 Penalty: 2837.264404
	Iteration 25Q: 3 clusters Score -740653.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -740659.937500 Penalty: 2837.264404
	Iteration 26Q: 3 clusters Score -740659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -740662.250000 Penalty: 2837.264404
	Iteration 27Q: 3 clusters Score -740662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -740666.375000 Penalty: 2837.264404
	Iteration 28Q: 3 clusters Score -740666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -740666.625000 Penalty: 2837.264404
	Iteration 29Q: 3 clusters Score -740666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -740667.562500 Penalty: 2837.264404
	Iteration 30Q: 3 clusters Score -740667.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -740669.750000 Penalty: 2837.264404
	Iteration 31Q: 3 clusters Score -740669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -740670.937500 Penalty: 2837.264404
	Iteration 32Q: 3 clusters Score -740670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -740674.062500 Penalty: 2837.264404
	Iteration 33Q: 3 clusters Score -740674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -740673.562500 Penalty: 2837.264404
	Iteration 34Q: 3 clusters Score -740673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -740673.562500 Penalty: 2837.264404
	Iteration 35F: 3 clusters Score -740673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -43385.660156 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -43385.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42428.617188 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -42428.62 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42792.878906 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -42792.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43026.914062 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -43026.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43196.250000 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -43196.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43316.878906 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -43316.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43438.570312 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -43438.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43515.062500 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -43515.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43599.929688 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -43599.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43785.621094 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -43785.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43863.804688 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -43863.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43947.210938 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -43947.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44033.214844 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -44033.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44094.710938 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -44094.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44096.378906 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -44096.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44101.957031 Penalty: 2021.045044
	Iteration 14Q: 3 clusters Score -44101.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44103.105469 Penalty: 2021.045044
	Iteration 15Q: 3 clusters Score -44103.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44105.996094 Penalty: 2021.045044
	Iteration 16Q: 3 clusters Score -44106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44114.343750 Penalty: 2021.045044
	Iteration 17Q: 3 clusters Score -44114.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44128.304688 Penalty: 2021.045044
	Iteration 18Q: 3 clusters Score -44128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44130.613281 Penalty: 2021.045044
	Iteration 19Q: 3 clusters Score -44130.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44132.820312 Penalty: 2021.045044
	Iteration 20F: 3 clusters Score -44132.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44149.261719 Penalty: 2021.045044
	Iteration 21Q: 3 clusters Score -44149.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44163.281250 Penalty: 2021.045044
	Iteration 22Q: 3 clusters Score -44163.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44165.261719 Penalty: 2021.045044
	Iteration 23Q: 3 clusters Score -44165.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44165.261719 Penalty: 2021.045044
	Iteration 24F: 3 clusters Score -44165.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107445 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115552 members 
Mstep: Class 7 contains 105350 members 
Mstep: Class 8 contains 78425 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 237 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 37194 members 
Mstep: Class 17 contains 102185 members 
Mstep: Class 18 contains 81165 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113730 members 
Mstep: Class 23 contains 107648 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58837 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26236 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2517 members 
Mstep: Class 31 contains 114145 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 265 members 
Mstep: Class 41 contains 2235 members 
Entering Unmasked Estep 
Score: -141730656.000000 Penalty: 93015.281250
Splitting cluster 11 changes total score from -141731280.000000 to -141730656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -787770.875000 Penalty: 1423.726440
	Iteration 0F: 2 clusters Score -787770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -782885.187500 Penalty: 2847.452881
	Iteration 0F: 3 clusters Score -782885.2 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -784342.187500 Penalty: 2847.452881
	Iteration 1F: 3 clusters Score -784342.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -784554.937500 Penalty: 2847.452881
	Iteration 2F: 3 clusters Score -784554.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -784750.187500 Penalty: 2847.452881
	Iteration 3F: 3 clusters Score -784750.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -784958.375000 Penalty: 2847.452881
	Iteration 4F: 3 clusters Score -784958.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -785185.125000 Penalty: 2847.452881
	Iteration 5F: 3 clusters Score -785185.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -785450.375000 Penalty: 2847.452881
	Iteration 6F: 3 clusters Score -785450.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -785696.812500 Penalty: 2847.452881
	Iteration 7F: 3 clusters Score -785696.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -785870.750000 Penalty: 2847.452881
	Iteration 8F: 3 clusters Score -785870.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -785996.625000 Penalty: 2847.452881
	Iteration 9Q: 3 clusters Score -785996.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -786124.312500 Penalty: 2847.452881
	Iteration 10Q: 3 clusters Score -786124.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -786233.937500 Penalty: 2847.452881
	Iteration 11Q: 3 clusters Score -786233.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -786314.812500 Penalty: 2847.452881
	Iteration 12Q: 3 clusters Score -786314.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -786369.125000 Penalty: 2847.452881
	Iteration 13Q: 3 clusters Score -786369.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -786415.562500 Penalty: 2847.452881
	Iteration 14Q: 3 clusters Score -786415.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -786467.562500 Penalty: 2847.452881
	Iteration 15Q: 3 clusters Score -786467.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -786518.250000 Penalty: 2847.452881
	Iteration 16Q: 3 clusters Score -786518.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -786559.750000 Penalty: 2847.452881
	Iteration 17Q: 3 clusters Score -786559.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -786607.250000 Penalty: 2847.452881
	Iteration 18Q: 3 clusters Score -786607.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -786651.625000 Penalty: 2847.452881
	Iteration 19Q: 3 clusters Score -786651.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -786677.500000 Penalty: 2847.452881
	Iteration 20F: 3 clusters Score -786677.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -786708.187500 Penalty: 2847.452881
	Iteration 21Q: 3 clusters Score -786708.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -786736.562500 Penalty: 2847.452881
	Iteration 22Q: 3 clusters Score -786736.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -786768.875000 Penalty: 2847.452881
	Iteration 23Q: 3 clusters Score -786768.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -786802.625000 Penalty: 2847.452881
	Iteration 24Q: 3 clusters Score -786802.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -786831.187500 Penalty: 2847.452881
	Iteration 25Q: 3 clusters Score -786831.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -786870.000000 Penalty: 2847.452881
	Iteration 26Q: 3 clusters Score -786870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -786890.750000 Penalty: 2847.452881
	Iteration 27Q: 3 clusters Score -786890.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -786912.125000 Penalty: 2847.452881
	Iteration 28Q: 3 clusters Score -786912.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -786920.750000 Penalty: 2847.452881
	Iteration 29Q: 3 clusters Score -786920.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -786933.312500 Penalty: 2847.452881
	Iteration 30Q: 3 clusters Score -786933.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -786942.125000 Penalty: 2847.452881
	Iteration 31Q: 3 clusters Score -786942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -786955.125000 Penalty: 2847.452881
	Iteration 32Q: 3 clusters Score -786955.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -786971.062500 Penalty: 2847.452881
	Iteration 33Q: 3 clusters Score -786971.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -786983.687500 Penalty: 2847.452881
	Iteration 34Q: 3 clusters Score -786983.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -786993.562500 Penalty: 2847.452881
	Iteration 35Q: 3 clusters Score -786993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -786997.187500 Penalty: 2847.452881
	Iteration 36Q: 3 clusters Score -786997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -786999.500000 Penalty: 2847.452881
	Iteration 37Q: 3 clusters Score -786999.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -787002.125000 Penalty: 2847.452881
	Iteration 38Q: 3 clusters Score -787002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -787004.500000 Penalty: 2847.452881
	Iteration 39Q: 3 clusters Score -787004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -787004.250000 Penalty: 2847.452881
	Iteration 40F: 3 clusters Score -787004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -787004.687500 Penalty: 2847.452881
	Iteration 41Q: 3 clusters Score -787004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -787004.687500 Penalty: 2847.452881
	Iteration 42F: 3 clusters Score -787004.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Entering Unmasked Estep 
Score: -1796180.000000 Penalty: 1558.742920
	Iteration 0F: 2 clusters Score -1796180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1786001.875000 Penalty: 3117.485840
	Iteration 0F: 3 clusters Score -1786002 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1789679.625000 Penalty: 3117.485840
	Iteration 1F: 3 clusters Score -1789680 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1790139.875000 Penalty: 3117.485840
	Iteration 2F: 3 clusters Score -1790140 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1790641.125000 Penalty: 3117.485840
	Iteration 3F: 3 clusters Score -1790641 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1791213.500000 Penalty: 3117.485840
	Iteration 4F: 3 clusters Score -1791214 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1791814.500000 Penalty: 3117.485840
	Iteration 5F: 3 clusters Score -1791814 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1792383.500000 Penalty: 3117.485840
	Iteration 6F: 3 clusters Score -1792384 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1792880.125000 Penalty: 3117.485840
	Iteration 7F: 3 clusters Score -1792880 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1793289.000000 Penalty: 3117.485840
	Iteration 8Q: 3 clusters Score -1793289 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1793590.000000 Penalty: 3117.485840
	Iteration 9Q: 3 clusters Score -1793590 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1793810.125000 Penalty: 3117.485840
	Iteration 10Q: 3 clusters Score -1793810 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1793946.000000 Penalty: 3117.485840
	Iteration 11Q: 3 clusters Score -1793946 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1794114.250000 Penalty: 3117.485840
	Iteration 12Q: 3 clusters Score -1794114 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1794335.875000 Penalty: 3117.485840
	Iteration 13Q: 3 clusters Score -1794336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1794557.500000 Penalty: 3117.485840
	Iteration 14Q: 3 clusters Score -1794558 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1794696.000000 Penalty: 3117.485840
	Iteration 15Q: 3 clusters Score -1794696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1794790.625000 Penalty: 3117.485840
	Iteration 16Q: 3 clusters Score -1794791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1794872.750000 Penalty: 3117.485840
	Iteration 17Q: 3 clusters Score -1794873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1794930.500000 Penalty: 3117.485840
	Iteration 18Q: 3 clusters Score -1794930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1794994.000000 Penalty: 3117.485840
	Iteration 19Q: 3 clusters Score -1794994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1795047.500000 Penalty: 3117.485840
	Iteration 20F: 3 clusters Score -1795048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1795088.875000 Penalty: 3117.485840
	Iteration 21Q: 3 clusters Score -1795089 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1795132.625000 Penalty: 3117.485840
	Iteration 22Q: 3 clusters Score -1795133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1795163.000000 Penalty: 3117.485840
	Iteration 23Q: 3 clusters Score -1795163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1795183.750000 Penalty: 3117.485840
	Iteration 24Q: 3 clusters Score -1795184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1795192.500000 Penalty: 3117.485840
	Iteration 25Q: 3 clusters Score -1795192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1795213.875000 Penalty: 3117.485840
	Iteration 26Q: 3 clusters Score -1795214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1795234.750000 Penalty: 3117.485840
	Iteration 27Q: 3 clusters Score -1795235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1795263.875000 Penalty: 3117.485840
	Iteration 28Q: 3 clusters Score -1795264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1795294.625000 Penalty: 3117.485840
	Iteration 29Q: 3 clusters Score -1795295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1795337.375000 Penalty: 3117.485840
	Iteration 30Q: 3 clusters Score -1795337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1795361.250000 Penalty: 3117.485840
	Iteration 31Q: 3 clusters Score -1795361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1795383.000000 Penalty: 3117.485840
	Iteration 32Q: 3 clusters Score -1795383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1795394.000000 Penalty: 3117.485840
	Iteration 33Q: 3 clusters Score -1795394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1795403.250000 Penalty: 3117.485840
	Iteration 34Q: 3 clusters Score -1795403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1795410.125000 Penalty: 3117.485840
	Iteration 35Q: 3 clusters Score -1795410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1795414.250000 Penalty: 3117.485840
	Iteration 36Q: 3 clusters Score -1795414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1795417.625000 Penalty: 3117.485840
	Iteration 37Q: 3 clusters Score -1795418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1795427.250000 Penalty: 3117.485840
	Iteration 38Q: 3 clusters Score -1795427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1795429.250000 Penalty: 3117.485840
	Iteration 39Q: 3 clusters Score -1795429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1795435.125000 Penalty: 3117.485840
	Iteration 40F: 3 clusters Score -1795435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1795442.750000 Penalty: 3117.485840
	Iteration 41Q: 3 clusters Score -1795443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1795446.250000 Penalty: 3117.485840
	Iteration 42Q: 3 clusters Score -1795446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1795449.250000 Penalty: 3117.485840
	Iteration 43Q: 3 clusters Score -1795449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1795453.000000 Penalty: 3117.485840
	Iteration 44Q: 3 clusters Score -1795453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1795453.000000 Penalty: 3117.485840
	Iteration 45Q: 3 clusters Score -1795453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1795456.250000 Penalty: 3117.485840
	Iteration 46Q: 3 clusters Score -1795456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1795454.625000 Penalty: 3117.485840
	Iteration 47Q: 3 clusters Score -1795455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1795457.750000 Penalty: 3117.485840
	Iteration 48Q: 3 clusters Score -1795458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1795456.625000 Penalty: 3117.485840
	Iteration 49Q: 3 clusters Score -1795457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1795459.750000 Penalty: 3117.485840
	Iteration 50Q: 3 clusters Score -1795460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1795459.625000 Penalty: 3117.485840
	Iteration 51Q: 3 clusters Score -1795460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1795459.250000 Penalty: 3117.485840
	Iteration 52Q: 3 clusters Score -1795459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1795459.000000 Penalty: 3117.485840
	Iteration 53Q: 3 clusters Score -1795459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1795459.375000 Penalty: 3117.485840
	Iteration 54Q: 3 clusters Score -1795459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1795460.875000 Penalty: 3117.485840
	Iteration 55Q: 3 clusters Score -1795461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1795459.500000 Penalty: 3117.485840
	Iteration 56Q: 3 clusters Score -1795460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1795459.000000 Penalty: 3117.485840
	Iteration 57Q: 3 clusters Score -1795459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1795459.000000 Penalty: 3117.485840
	Iteration 58F: 3 clusters Score -1795459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Entering Unmasked Estep 
Score: -868273.250000 Penalty: 1446.891968
	Iteration 0F: 2 clusters Score -868273.2 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 3664 members 
Entering Unmasked Estep 
Score: -862885.437500 Penalty: 2893.783936
	Iteration 0F: 3 clusters Score -862885.4 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -864546.937500 Penalty: 2893.783936
	Iteration 1F: 3 clusters Score -864546.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -864910.062500 Penalty: 2893.783936
	Iteration 2F: 3 clusters Score -864910.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -865262.312500 Penalty: 2893.783936
	Iteration 3F: 3 clusters Score -865262.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -865619.750000 Penalty: 2893.783936
	Iteration 4F: 3 clusters Score -865619.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -865959.375000 Penalty: 2893.783936
	Iteration 5F: 3 clusters Score -865959.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -866255.812500 Penalty: 2893.783936
	Iteration 6F: 3 clusters Score -866255.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -866492.937500 Penalty: 2893.783936
	Iteration 7Q: 3 clusters Score -866492.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -866678.500000 Penalty: 2893.783936
	Iteration 8Q: 3 clusters Score -866678.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -866821.750000 Penalty: 2893.783936
	Iteration 9Q: 3 clusters Score -866821.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -866950.937500 Penalty: 2893.783936
	Iteration 10Q: 3 clusters Score -866950.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -867055.125000 Penalty: 2893.783936
	Iteration 11Q: 3 clusters Score -867055.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -867141.187500 Penalty: 2893.783936
	Iteration 12Q: 3 clusters Score -867141.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -867209.125000 Penalty: 2893.783936
	Iteration 13Q: 3 clusters Score -867209.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -867278.062500 Penalty: 2893.783936
	Iteration 14Q: 3 clusters Score -867278.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -867343.937500 Penalty: 2893.783936
	Iteration 15Q: 3 clusters Score -867343.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -867401.937500 Penalty: 2893.783936
	Iteration 16Q: 3 clusters Score -867401.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -867439.437500 Penalty: 2893.783936
	Iteration 17Q: 3 clusters Score -867439.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -867472.250000 Penalty: 2893.783936
	Iteration 18Q: 3 clusters Score -867472.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -867494.187500 Penalty: 2893.783936
	Iteration 19Q: 3 clusters Score -867494.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -867506.875000 Penalty: 2893.783936
	Iteration 20F: 3 clusters Score -867506.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -867513.437500 Penalty: 2893.783936
	Iteration 21Q: 3 clusters Score -867513.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -867519.875000 Penalty: 2893.783936
	Iteration 22Q: 3 clusters Score -867519.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -867525.187500 Penalty: 2893.783936
	Iteration 23Q: 3 clusters Score -867525.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -867528.062500 Penalty: 2893.783936
	Iteration 24Q: 3 clusters Score -867528.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -867532.062500 Penalty: 2893.783936
	Iteration 25Q: 3 clusters Score -867532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -867534.125000 Penalty: 2893.783936
	Iteration 26Q: 3 clusters Score -867534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -867535.312500 Penalty: 2893.783936
	Iteration 27Q: 3 clusters Score -867535.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -867538.625000 Penalty: 2893.783936
	Iteration 28Q: 3 clusters Score -867538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -867539.500000 Penalty: 2893.783936
	Iteration 29Q: 3 clusters Score -867539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -867539.125000 Penalty: 2893.783936
	Iteration 30Q: 3 clusters Score -867539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -867539.125000 Penalty: 2893.783936
	Iteration 31F: 3 clusters Score -867539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -389561.375000 Penalty: 1313.841431
	Iteration 0F: 2 clusters Score -389561.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -386694.625000 Penalty: 2627.682861
	Iteration 0F: 3 clusters Score -386694.6 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -387471.031250 Penalty: 2627.682861
	Iteration 1F: 3 clusters Score -387471 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -387679.843750 Penalty: 2627.682861
	Iteration 2F: 3 clusters Score -387679.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -387901.750000 Penalty: 2627.682861
	Iteration 3F: 3 clusters Score -387901.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -388145.562500 Penalty: 2627.682861
	Iteration 4F: 3 clusters Score -388145.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -388369.781250 Penalty: 2627.682861
	Iteration 5F: 3 clusters Score -388369.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -388545.562500 Penalty: 2627.682861
	Iteration 6F: 3 clusters Score -388545.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -388681.500000 Penalty: 2627.682861
	Iteration 7Q: 3 clusters Score -388681.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -388782.593750 Penalty: 2627.682861
	Iteration 8Q: 3 clusters Score -388782.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -388867.312500 Penalty: 2627.682861
	Iteration 9Q: 3 clusters Score -388867.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -388939.093750 Penalty: 2627.682861
	Iteration 10Q: 3 clusters Score -388939.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -388982.062500 Penalty: 2627.682861
	Iteration 11Q: 3 clusters Score -388982.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -389003.437500 Penalty: 2627.682861
	Iteration 12Q: 3 clusters Score -389003.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -389020.312500 Penalty: 2627.682861
	Iteration 13Q: 3 clusters Score -389020.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -389033.250000 Penalty: 2627.682861
	Iteration 14Q: 3 clusters Score -389033.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -389040.593750 Penalty: 2627.682861
	Iteration 15Q: 3 clusters Score -389040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -389044.125000 Penalty: 2627.682861
	Iteration 16Q: 3 clusters Score -389044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -389045.593750 Penalty: 2627.682861
	Iteration 17Q: 3 clusters Score -389045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -389047.593750 Penalty: 2627.682861
	Iteration 18Q: 3 clusters Score -389047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -389050.156250 Penalty: 2627.682861
	Iteration 19Q: 3 clusters Score -389050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -389051.593750 Penalty: 2627.682861
	Iteration 20F: 3 clusters Score -389051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -389052.093750 Penalty: 2627.682861
	Iteration 21Q: 3 clusters Score -389052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -389052.281250 Penalty: 2627.682861
	Iteration 22Q: 3 clusters Score -389052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -389052.343750 Penalty: 2627.682861
	Iteration 23Q: 3 clusters Score -389052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -389052.343750 Penalty: 2627.682861
	Iteration 24F: 3 clusters Score -389052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Entering Unmasked Estep 
Score: -4710624.500000 Penalty: 1710.134277
	Iteration 0F: 2 clusters Score -4710624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4685643.500000 Penalty: 3420.268555
	Iteration 0F: 3 clusters Score -4685644 nChanged 17299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4695536.000000 Penalty: 3420.268555
	Iteration 1F: 3 clusters Score -4695536 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4696103.000000 Penalty: 3420.268555
	Iteration 2Q: 3 clusters Score -4696103 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4696720.000000 Penalty: 3420.268555
	Iteration 3Q: 3 clusters Score -4696720 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4697416.500000 Penalty: 3420.268555
	Iteration 4Q: 3 clusters Score -4697416 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -4698310.500000 Penalty: 3420.268555
	Iteration 5F: 3 clusters Score -4698310 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4699631.000000 Penalty: 3420.268555
	Iteration 6F: 3 clusters Score -4699631 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4701266.000000 Penalty: 3420.268555
	Iteration 7F: 3 clusters Score -4701266 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4703085.500000 Penalty: 3420.268555
	Iteration 8F: 3 clusters Score -4703086 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4704566.000000 Penalty: 3420.268555
	Iteration 9F: 3 clusters Score -4704566 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4705511.000000 Penalty: 3420.268555
	Iteration 10Q: 3 clusters Score -4705511 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -4706207.000000 Penalty: 3420.268555
	Iteration 11Q: 3 clusters Score -4706207 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4706764.500000 Penalty: 3420.268555
	Iteration 12Q: 3 clusters Score -4706764 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4707191.000000 Penalty: 3420.268555
	Iteration 13Q: 3 clusters Score -4707191 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -4707518.500000 Penalty: 3420.268555
	Iteration 14Q: 3 clusters Score -4707518 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4707738.500000 Penalty: 3420.268555
	Iteration 15Q: 3 clusters Score -4707738 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4707939.500000 Penalty: 3420.268555
	Iteration 16Q: 3 clusters Score -4707940 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4708071.000000 Penalty: 3420.268555
	Iteration 17Q: 3 clusters Score -4708071 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -4708196.000000 Penalty: 3420.268555
	Iteration 18Q: 3 clusters Score -4708196 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4708296.000000 Penalty: 3420.268555
	Iteration 19Q: 3 clusters Score -4708296 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4708368.000000 Penalty: 3420.268555
	Iteration 20F: 3 clusters Score -4708368 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4708440.000000 Penalty: 3420.268555
	Iteration 21Q: 3 clusters Score -4708440 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4708503.500000 Penalty: 3420.268555
	Iteration 22Q: 3 clusters Score -4708504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -4708550.500000 Penalty: 3420.268555
	Iteration 23Q: 3 clusters Score -4708550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4708602.500000 Penalty: 3420.268555
	Iteration 24Q: 3 clusters Score -4708602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4708636.000000 Penalty: 3420.268555
	Iteration 25Q: 3 clusters Score -4708636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4708669.500000 Penalty: 3420.268555
	Iteration 26Q: 3 clusters Score -4708670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4708718.500000 Penalty: 3420.268555
	Iteration 27Q: 3 clusters Score -4708718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4708749.500000 Penalty: 3420.268555
	Iteration 28Q: 3 clusters Score -4708750 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4708783.000000 Penalty: 3420.268555
	Iteration 29Q: 3 clusters Score -4708783 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4708818.500000 Penalty: 3420.268555
	Iteration 30Q: 3 clusters Score -4708818 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4708848.500000 Penalty: 3420.268555
	Iteration 31Q: 3 clusters Score -4708848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4708879.000000 Penalty: 3420.268555
	Iteration 32Q: 3 clusters Score -4708879 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4708896.000000 Penalty: 3420.268555
	Iteration 33Q: 3 clusters Score -4708896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4708915.000000 Penalty: 3420.268555
	Iteration 34Q: 3 clusters Score -4708915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4708942.500000 Penalty: 3420.268555
	Iteration 35Q: 3 clusters Score -4708942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4708956.500000 Penalty: 3420.268555
	Iteration 36Q: 3 clusters Score -4708956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4708967.000000 Penalty: 3420.268555
	Iteration 37Q: 3 clusters Score -4708967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4708985.000000 Penalty: 3420.268555
	Iteration 38Q: 3 clusters Score -4708985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4709000.500000 Penalty: 3420.268555
	Iteration 39Q: 3 clusters Score -4709000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4709020.500000 Penalty: 3420.268555
	Iteration 40F: 3 clusters Score -4709020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4709033.000000 Penalty: 3420.268555
	Iteration 41Q: 3 clusters Score -4709033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4709043.000000 Penalty: 3420.268555
	Iteration 42Q: 3 clusters Score -4709043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4709040.500000 Penalty: 3420.268555
	Iteration 43Q: 3 clusters Score -4709040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4709057.500000 Penalty: 3420.268555
	Iteration 44Q: 3 clusters Score -4709058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4709078.000000 Penalty: 3420.268555
	Iteration 45Q: 3 clusters Score -4709078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4709087.000000 Penalty: 3420.268555
	Iteration 46Q: 3 clusters Score -4709087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4709109.000000 Penalty: 3420.268555
	Iteration 47Q: 3 clusters Score -4709109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4709120.500000 Penalty: 3420.268555
	Iteration 48Q: 3 clusters Score -4709120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4709120.500000 Penalty: 3420.268555
	Iteration 49Q: 3 clusters Score -4709120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4709124.000000 Penalty: 3420.268555
	Iteration 50Q: 3 clusters Score -4709124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4709127.500000 Penalty: 3420.268555
	Iteration 51Q: 3 clusters Score -4709128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4709131.000000 Penalty: 3420.268555
	Iteration 52Q: 3 clusters Score -4709131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4709126.000000 Penalty: 3420.268555
	Iteration 53Q: 3 clusters Score -4709126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4709129.500000 Penalty: 3420.268555
	Iteration 54Q: 3 clusters Score -4709130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4709130.000000 Penalty: 3420.268555
	Iteration 55Q: 3 clusters Score -4709130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4709133.000000 Penalty: 3420.268555
	Iteration 56Q: 3 clusters Score -4709133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4709126.000000 Penalty: 3420.268555
	Iteration 57Q: 3 clusters Score -4709126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4709137.000000 Penalty: 3420.268555
	Iteration 58Q: 3 clusters Score -4709137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4709141.500000 Penalty: 3420.268555
	Iteration 59Q: 3 clusters Score -4709142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4709146.000000 Penalty: 3420.268555
	Iteration 60F: 3 clusters Score -4709146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4709152.000000 Penalty: 3420.268555
	Iteration 61Q: 3 clusters Score -4709152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4709145.000000 Penalty: 3420.268555
	Iteration 62Q: 3 clusters Score -4709145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4709146.500000 Penalty: 3420.268555
	Iteration 63Q: 3 clusters Score -4709146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4709145.500000 Penalty: 3420.268555
	Iteration 64Q: 3 clusters Score -4709146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4709148.000000 Penalty: 3420.268555
	Iteration 65Q: 3 clusters Score -4709148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4709146.500000 Penalty: 3420.268555
	Iteration 66Q: 3 clusters Score -4709146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4709146.500000 Penalty: 3420.268555
	Iteration 67F: 3 clusters Score -4709146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Entering Unmasked Estep 
Score: -12988874.000000 Penalty: 1874.362793
	Iteration 0F: 2 clusters Score -1.298887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -12921325.000000 Penalty: 3748.725586
	Iteration 0F: 3 clusters Score -1.292132e+07 nChanged 49066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -12949707.000000 Penalty: 3748.725586
	Iteration 1F: 3 clusters Score -1.294971e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -12950275.000000 Penalty: 3748.725586
	Iteration 2Q: 3 clusters Score -1.295028e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -12951116.000000 Penalty: 3748.725586
	Iteration 3Q: 3 clusters Score -1.295112e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -12952114.000000 Penalty: 3748.725586
	Iteration 4Q: 3 clusters Score -1.295211e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -12953465.000000 Penalty: 3748.725586
	Iteration 5Q: 3 clusters Score -1.295346e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -12955532.000000 Penalty: 3748.725586
	Iteration 6Q: 3 clusters Score -1.295553e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -12958718.000000 Penalty: 3748.725586
	Iteration 7F: 3 clusters Score -1.295872e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -12963451.000000 Penalty: 3748.725586
	Iteration 8F: 3 clusters Score -1.296345e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -12968864.000000 Penalty: 3748.725586
	Iteration 9F: 3 clusters Score -1.296886e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -12973535.000000 Penalty: 3748.725586
	Iteration 10F: 3 clusters Score -1.297354e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -12976165.000000 Penalty: 3748.725586
	Iteration 11Q: 3 clusters Score -1.297616e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -12977569.000000 Penalty: 3748.725586
	Iteration 12Q: 3 clusters Score -1.297757e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -12978533.000000 Penalty: 3748.725586
	Iteration 13Q: 3 clusters Score -1.297853e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -12979558.000000 Penalty: 3748.725586
	Iteration 14Q: 3 clusters Score -1.297956e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -12980572.000000 Penalty: 3748.725586
	Iteration 15Q: 3 clusters Score -1.298057e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -12981611.000000 Penalty: 3748.725586
	Iteration 16Q: 3 clusters Score -1.298161e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -12982573.000000 Penalty: 3748.725586
	Iteration 17Q: 3 clusters Score -1.298257e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -12983454.000000 Penalty: 3748.725586
	Iteration 18Q: 3 clusters Score -1.298345e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -12984318.000000 Penalty: 3748.725586
	Iteration 19Q: 3 clusters Score -1.298432e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -12985072.000000 Penalty: 3748.725586
	Iteration 20F: 3 clusters Score -1.298507e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -12985651.000000 Penalty: 3748.725586
	Iteration 21Q: 3 clusters Score -1.298565e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -12986107.000000 Penalty: 3748.725586
	Iteration 22Q: 3 clusters Score -1.298611e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12986356.000000 Penalty: 3748.725586
	Iteration 23Q: 3 clusters Score -1.298636e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -12986538.000000 Penalty: 3748.725586
	Iteration 24Q: 3 clusters Score -1.298654e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12986795.000000 Penalty: 3748.725586
	Iteration 25Q: 3 clusters Score -1.29868e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12986995.000000 Penalty: 3748.725586
	Iteration 26Q: 3 clusters Score -1.2987e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12987086.000000 Penalty: 3748.725586
	Iteration 27Q: 3 clusters Score -1.298709e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12987135.000000 Penalty: 3748.725586
	Iteration 28Q: 3 clusters Score -1.298714e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12987215.000000 Penalty: 3748.725586
	Iteration 29Q: 3 clusters Score -1.298722e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12987256.000000 Penalty: 3748.725586
	Iteration 30Q: 3 clusters Score -1.298726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12987291.000000 Penalty: 3748.725586
	Iteration 31Q: 3 clusters Score -1.298729e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12987301.000000 Penalty: 3748.725586
	Iteration 32Q: 3 clusters Score -1.29873e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12987324.000000 Penalty: 3748.725586
	Iteration 33Q: 3 clusters Score -1.298732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12987355.000000 Penalty: 3748.725586
	Iteration 34Q: 3 clusters Score -1.298736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101703 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12987374.000000 Penalty: 3748.725586
	Iteration 35Q: 3 clusters Score -1.298737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12987377.000000 Penalty: 3748.725586
	Iteration 36Q: 3 clusters Score -1.298738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12987388.000000 Penalty: 3748.725586
	Iteration 37Q: 3 clusters Score -1.298739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12987388.000000 Penalty: 3748.725586
	Iteration 38Q: 3 clusters Score -1.298739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12987384.000000 Penalty: 3748.725586
	Iteration 39Q: 3 clusters Score -1.298738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12987396.000000 Penalty: 3748.725586
	Iteration 40F: 3 clusters Score -1.29874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12987394.000000 Penalty: 3748.725586
	Iteration 41Q: 3 clusters Score -1.298739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12987401.000000 Penalty: 3748.725586
	Iteration 42Q: 3 clusters Score -1.29874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101746 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12987403.000000 Penalty: 3748.725586
	Iteration 43Q: 3 clusters Score -1.29874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12987402.000000 Penalty: 3748.725586
	Iteration 44Q: 3 clusters Score -1.29874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12987409.000000 Penalty: 3748.725586
	Iteration 45Q: 3 clusters Score -1.298741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12987419.000000 Penalty: 3748.725586
	Iteration 46Q: 3 clusters Score -1.298742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12987424.000000 Penalty: 3748.725586
	Iteration 47Q: 3 clusters Score -1.298742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12987420.000000 Penalty: 3748.725586
	Iteration 48Q: 3 clusters Score -1.298742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101746 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12987426.000000 Penalty: 3748.725586
	Iteration 49Q: 3 clusters Score -1.298743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12987426.000000 Penalty: 3748.725586
	Iteration 50Q: 3 clusters Score -1.298743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12987425.000000 Penalty: 3748.725586
	Iteration 51Q: 3 clusters Score -1.298742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12987435.000000 Penalty: 3748.725586
	Iteration 52Q: 3 clusters Score -1.298744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12987435.000000 Penalty: 3748.725586
	Iteration 53F: 3 clusters Score -1.298744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Entering Unmasked Estep 
Score: -10027952.000000 Penalty: 1836.938843
	Iteration 0F: 2 clusters Score -1.002795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -9974350.000000 Penalty: 3673.877686
	Iteration 0F: 3 clusters Score -9974350 nChanged 38386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -9996398.000000 Penalty: 3673.877686
	Iteration 1F: 3 clusters Score -9996398 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -9997100.000000 Penalty: 3673.877686
	Iteration 2Q: 3 clusters Score -9997100 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -9997974.000000 Penalty: 3673.877686
	Iteration 3Q: 3 clusters Score -9997974 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -9998818.000000 Penalty: 3673.877686
	Iteration 4Q: 3 clusters Score -9998818 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -10000120.000000 Penalty: 3673.877686
	Iteration 5Q: 3 clusters Score -1.000012e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -10001770.000000 Penalty: 3673.877686
	Iteration 6Q: 3 clusters Score -1.000177e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -10004394.000000 Penalty: 3673.877686
	Iteration 7F: 3 clusters Score -1.000439e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -10007800.000000 Penalty: 3673.877686
	Iteration 8F: 3 clusters Score -1.00078e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -10011691.000000 Penalty: 3673.877686
	Iteration 9F: 3 clusters Score -1.001169e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -10015593.000000 Penalty: 3673.877686
	Iteration 10F: 3 clusters Score -1.001559e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -10019207.000000 Penalty: 3673.877686
	Iteration 11F: 3 clusters Score -1.001921e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -10022159.000000 Penalty: 3673.877686
	Iteration 12Q: 3 clusters Score -1.002216e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10024186.000000 Penalty: 3673.877686
	Iteration 13Q: 3 clusters Score -1.002419e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10025395.000000 Penalty: 3673.877686
	Iteration 14Q: 3 clusters Score -1.00254e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10025990.000000 Penalty: 3673.877686
	Iteration 15Q: 3 clusters Score -1.002599e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10026284.000000 Penalty: 3673.877686
	Iteration 16Q: 3 clusters Score -1.002628e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10026446.000000 Penalty: 3673.877686
	Iteration 17Q: 3 clusters Score -1.002645e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10026573.000000 Penalty: 3673.877686
	Iteration 18Q: 3 clusters Score -1.002657e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10026622.000000 Penalty: 3673.877686
	Iteration 19Q: 3 clusters Score -1.002662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10026696.000000 Penalty: 3673.877686
	Iteration 20F: 3 clusters Score -1.00267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10026741.000000 Penalty: 3673.877686
	Iteration 21Q: 3 clusters Score -1.002674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10026766.000000 Penalty: 3673.877686
	Iteration 22Q: 3 clusters Score -1.002677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10026765.000000 Penalty: 3673.877686
	Iteration 23Q: 3 clusters Score -1.002676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10026778.000000 Penalty: 3673.877686
	Iteration 24Q: 3 clusters Score -1.002678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10026777.000000 Penalty: 3673.877686
	Iteration 25Q: 3 clusters Score -1.002678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10026785.000000 Penalty: 3673.877686
	Iteration 26Q: 3 clusters Score -1.002678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10026789.000000 Penalty: 3673.877686
	Iteration 27Q: 3 clusters Score -1.002679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10026788.000000 Penalty: 3673.877686
	Iteration 28Q: 3 clusters Score -1.002679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10026796.000000 Penalty: 3673.877686
	Iteration 29Q: 3 clusters Score -1.00268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10026797.000000 Penalty: 3673.877686
	Iteration 30Q: 3 clusters Score -1.00268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10026794.000000 Penalty: 3673.877686
	Iteration 31Q: 3 clusters Score -1.002679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10026801.000000 Penalty: 3673.877686
	Iteration 32Q: 3 clusters Score -1.00268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10026803.000000 Penalty: 3673.877686
	Iteration 33Q: 3 clusters Score -1.00268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10026811.000000 Penalty: 3673.877686
	Iteration 34Q: 3 clusters Score -1.002681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10026810.000000 Penalty: 3673.877686
	Iteration 35Q: 3 clusters Score -1.002681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10026809.000000 Penalty: 3673.877686
	Iteration 36Q: 3 clusters Score -1.002681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10026806.000000 Penalty: 3673.877686
	Iteration 37Q: 3 clusters Score -1.002681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10026806.000000 Penalty: 3673.877686
	Iteration 38F: 3 clusters Score -1.002681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -242656.625000 Penalty: 1236.441406
	Iteration 0F: 2 clusters Score -242656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -240562.234375 Penalty: 2472.882812
	Iteration 0F: 3 clusters Score -240562.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -241052.562500 Penalty: 2472.882812
	Iteration 1F: 3 clusters Score -241052.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -241182.406250 Penalty: 2472.882812
	Iteration 2F: 3 clusters Score -241182.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241269.421875 Penalty: 2472.882812
	Iteration 3F: 3 clusters Score -241269.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241339.328125 Penalty: 2472.882812
	Iteration 4Q: 3 clusters Score -241339.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241416.453125 Penalty: 2472.882812
	Iteration 5Q: 3 clusters Score -241416.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -241505.265625 Penalty: 2472.882812
	Iteration 6Q: 3 clusters Score -241505.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -241623.968750 Penalty: 2472.882812
	Iteration 7Q: 3 clusters Score -241624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -241736.000000 Penalty: 2472.882812
	Iteration 8Q: 3 clusters Score -241736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241843.734375 Penalty: 2472.882812
	Iteration 9Q: 3 clusters Score -241843.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241915.593750 Penalty: 2472.882812
	Iteration 10Q: 3 clusters Score -241915.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -241966.640625 Penalty: 2472.882812
	Iteration 11Q: 3 clusters Score -241966.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -241999.187500 Penalty: 2472.882812
	Iteration 12Q: 3 clusters Score -241999.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242024.500000 Penalty: 2472.882812
	Iteration 13Q: 3 clusters Score -242024.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -242045.859375 Penalty: 2472.882812
	Iteration 14Q: 3 clusters Score -242045.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -242058.687500 Penalty: 2472.882812
	Iteration 15Q: 3 clusters Score -242058.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -242067.515625 Penalty: 2472.882812
	Iteration 16Q: 3 clusters Score -242067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242071.562500 Penalty: 2472.882812
	Iteration 17Q: 3 clusters Score -242071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242073.906250 Penalty: 2472.882812
	Iteration 18Q: 3 clusters Score -242073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242075.796875 Penalty: 2472.882812
	Iteration 19Q: 3 clusters Score -242075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242077.062500 Penalty: 2472.882812
	Iteration 20F: 3 clusters Score -242077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242078.000000 Penalty: 2472.882812
	Iteration 21Q: 3 clusters Score -242078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242078.453125 Penalty: 2472.882812
	Iteration 22Q: 3 clusters Score -242078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242079.578125 Penalty: 2472.882812
	Iteration 23Q: 3 clusters Score -242079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242081.031250 Penalty: 2472.882812
	Iteration 24Q: 3 clusters Score -242081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242081.593750 Penalty: 2472.882812
	Iteration 25Q: 3 clusters Score -242081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242082.828125 Penalty: 2472.882812
	Iteration 26Q: 3 clusters Score -242082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242082.828125 Penalty: 2472.882812
	Iteration 27F: 3 clusters Score -242082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -145814.328125 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -145814.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144214.375000 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -144214.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -144660.578125 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -144660.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -144873.687500 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -144873.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -145023.359375 Penalty: 2331.536377
	Iteration 3F: 3 clusters Score -145023.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -145151.250000 Penalty: 2331.536377
	Iteration 4F: 3 clusters Score -145151.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -145267.515625 Penalty: 2331.536377
	Iteration 5F: 3 clusters Score -145267.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -145332.390625 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -145332.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -145363.218750 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -145363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -145396.265625 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -145396.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -145417.218750 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -145417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -145421.718750 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -145421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -145424.500000 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -145424.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -145430.828125 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -145430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -145434.984375 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -145435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -145441.000000 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -145441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -145444.484375 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -145444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -145446.125000 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -145446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -145447.093750 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -145447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -145450.343750 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -145450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -145453.843750 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -145453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -145456.031250 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -145456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -145464.031250 Penalty: 2331.536377
	Iteration 21Q: 3 clusters Score -145464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -145465.343750 Penalty: 2331.536377
	Iteration 22Q: 3 clusters Score -145465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -145466.703125 Penalty: 2331.536377
	Iteration 23Q: 3 clusters Score -145466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -145467.265625 Penalty: 2331.536377
	Iteration 24Q: 3 clusters Score -145467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -145467.812500 Penalty: 2331.536377
	Iteration 25Q: 3 clusters Score -145467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -145467.812500 Penalty: 2331.536377
	Iteration 26F: 3 clusters Score -145467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -54846.835938 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -54846.84 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 277 members 
Entering Unmasked Estep 
Score: -53792.121094 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -53792.12 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54093.652344 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -54093.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54284.070312 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -54284.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54378.710938 Penalty: 2043.553955
	Iteration 3F: 3 clusters Score -54378.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54452.984375 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -54452.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54490.574219 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -54490.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54515.351562 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -54515.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54525.335938 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -54525.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54526.253906 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -54526.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54527.160156 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -54527.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54528.039062 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -54528.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54528.039062 Penalty: 2043.553955
	Iteration 11F: 3 clusters Score -54528.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113730 members 
Entering Unmasked Estep 
Score: -14258427.000000 Penalty: 1891.757202
	Iteration 0F: 2 clusters Score -1.425843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -14184938.000000 Penalty: 3783.514404
	Iteration 0F: 3 clusters Score -1.418494e+07 nChanged 54694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -14217359.000000 Penalty: 3783.514404
	Iteration 1F: 3 clusters Score -1.421736e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -14218637.000000 Penalty: 3783.514404
	Iteration 2Q: 3 clusters Score -1.421864e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -14220460.000000 Penalty: 3783.514404
	Iteration 3Q: 3 clusters Score -1.422046e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -14223149.000000 Penalty: 3783.514404
	Iteration 4F: 3 clusters Score -1.422315e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -14227328.000000 Penalty: 3783.514404
	Iteration 5F: 3 clusters Score -1.422733e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -14233315.000000 Penalty: 3783.514404
	Iteration 6F: 3 clusters Score -1.423332e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -14240605.000000 Penalty: 3783.514404
	Iteration 7F: 3 clusters Score -1.42406e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 98934 members 
Entering Unmasked Estep 
Score: -14247516.000000 Penalty: 3783.514404
	Iteration 8F: 3 clusters Score -1.424752e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 104474 members 
Entering Unmasked Estep 
Score: -14252418.000000 Penalty: 3783.514404
	Iteration 9F: 3 clusters Score -1.425242e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -14255079.000000 Penalty: 3783.514404
	Iteration 10Q: 3 clusters Score -1.425508e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -14256378.000000 Penalty: 3783.514404
	Iteration 11Q: 3 clusters Score -1.425638e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 111766 members 
Entering Unmasked Estep 
Score: -14256811.000000 Penalty: 3783.514404
	Iteration 12Q: 3 clusters Score -1.425681e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -14257012.000000 Penalty: 3783.514404
	Iteration 13Q: 3 clusters Score -1.425701e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 112602 members 
Entering Unmasked Estep 
Score: -14257119.000000 Penalty: 3783.514404
	Iteration 14Q: 3 clusters Score -1.425712e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -14257153.000000 Penalty: 3783.514404
	Iteration 15Q: 3 clusters Score -1.425715e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -14257153.000000 Penalty: 3783.514404
	Iteration 16Q: 3 clusters Score -1.425715e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -14257170.000000 Penalty: 3783.514404
	Iteration 17Q: 3 clusters Score -1.425717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 113014 members 
Entering Unmasked Estep 
Score: -14257172.000000 Penalty: 3783.514404
	Iteration 18Q: 3 clusters Score -1.425717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -14257173.000000 Penalty: 3783.514404
	Iteration 19Q: 3 clusters Score -1.425717e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -14257162.000000 Penalty: 3783.514404
	Iteration 20F: 3 clusters Score -1.425716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 113105 members 
Entering Unmasked Estep 
Score: -14257147.000000 Penalty: 3783.514404
	Iteration 21Q: 3 clusters Score -1.425715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -14257145.000000 Penalty: 3783.514404
	Iteration 22Q: 3 clusters Score -1.425714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 113144 members 
Entering Unmasked Estep 
Score: -14257154.000000 Penalty: 3783.514404
	Iteration 23Q: 3 clusters Score -1.425715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -14257134.000000 Penalty: 3783.514404
	Iteration 24Q: 3 clusters Score -1.425713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 113162 members 
Entering Unmasked Estep 
Score: -14257153.000000 Penalty: 3783.514404
	Iteration 25Q: 3 clusters Score -1.425715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -14257158.000000 Penalty: 3783.514404
	Iteration 26Q: 3 clusters Score -1.425716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -14257151.000000 Penalty: 3783.514404
	Iteration 27Q: 3 clusters Score -1.425715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -14257148.000000 Penalty: 3783.514404
	Iteration 28Q: 3 clusters Score -1.425715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 113182 members 
Entering Unmasked Estep 
Score: -14257145.000000 Penalty: 3783.514404
	Iteration 29Q: 3 clusters Score -1.425714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -14257145.000000 Penalty: 3783.514404
	Iteration 30Q: 3 clusters Score -1.425714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 113192 members 
Entering Unmasked Estep 
Score: -14257132.000000 Penalty: 3783.514404
	Iteration 31Q: 3 clusters Score -1.425713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 113194 members 
Entering Unmasked Estep 
Score: -14257144.000000 Penalty: 3783.514404
	Iteration 32Q: 3 clusters Score -1.425714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -14257145.000000 Penalty: 3783.514404
	Iteration 33Q: 3 clusters Score -1.425714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -14257163.000000 Penalty: 3783.514404
	Iteration 34Q: 3 clusters Score -1.425716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -14257158.000000 Penalty: 3783.514404
	Iteration 35Q: 3 clusters Score -1.425716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -14257158.000000 Penalty: 3783.514404
	Iteration 36Q: 3 clusters Score -1.425716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 113201 members 
Entering Unmasked Estep 
Score: -14257165.000000 Penalty: 3783.514404
	Iteration 37Q: 3 clusters Score -1.425716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 113202 members 
Entering Unmasked Estep 
Score: -14257161.000000 Penalty: 3783.514404
	Iteration 38Q: 3 clusters Score -1.425716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 113203 members 
Entering Unmasked Estep 
Score: -14257153.000000 Penalty: 3783.514404
	Iteration 39Q: 3 clusters Score -1.425715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -14257159.000000 Penalty: 3783.514404
	Iteration 40F: 3 clusters Score -1.425716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -14257157.000000 Penalty: 3783.514404
	Iteration 41Q: 3 clusters Score -1.425716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -14257157.000000 Penalty: 3783.514404
	Iteration 42F: 3 clusters Score -1.425716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Entering Unmasked Estep 
Score: -13584339.000000 Penalty: 1882.826172
	Iteration 0F: 2 clusters Score -1.358434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -13513353.000000 Penalty: 3765.652344
	Iteration 0F: 3 clusters Score -1.351335e+07 nChanged 51666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -13543805.000000 Penalty: 3765.652344
	Iteration 1F: 3 clusters Score -1.35438e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -13545328.000000 Penalty: 3765.652344
	Iteration 2Q: 3 clusters Score -1.354533e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -13547415.000000 Penalty: 3765.652344
	Iteration 3Q: 3 clusters Score -1.354742e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -13550834.000000 Penalty: 3765.652344
	Iteration 4F: 3 clusters Score -1.355083e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -13555730.000000 Penalty: 3765.652344
	Iteration 5F: 3 clusters Score -1.355573e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -13561506.000000 Penalty: 3765.652344
	Iteration 6F: 3 clusters Score -1.356151e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -13566560.000000 Penalty: 3765.652344
	Iteration 7F: 3 clusters Score -1.356656e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -13569480.000000 Penalty: 3765.652344
	Iteration 8F: 3 clusters Score -1.356948e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -13570875.000000 Penalty: 3765.652344
	Iteration 9Q: 3 clusters Score -1.357088e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -13571472.000000 Penalty: 3765.652344
	Iteration 10Q: 3 clusters Score -1.357147e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -13571861.000000 Penalty: 3765.652344
	Iteration 11Q: 3 clusters Score -1.357186e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -13572193.000000 Penalty: 3765.652344
	Iteration 12Q: 3 clusters Score -1.357219e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -13572470.000000 Penalty: 3765.652344
	Iteration 13Q: 3 clusters Score -1.357247e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -13572669.000000 Penalty: 3765.652344
	Iteration 14Q: 3 clusters Score -1.357267e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -13572939.000000 Penalty: 3765.652344
	Iteration 15Q: 3 clusters Score -1.357294e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -13573176.000000 Penalty: 3765.652344
	Iteration 16Q: 3 clusters Score -1.357318e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -13573418.000000 Penalty: 3765.652344
	Iteration 17Q: 3 clusters Score -1.357342e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -13573671.000000 Penalty: 3765.652344
	Iteration 18Q: 3 clusters Score -1.357367e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -13573973.000000 Penalty: 3765.652344
	Iteration 19Q: 3 clusters Score -1.357397e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -13574224.000000 Penalty: 3765.652344
	Iteration 20F: 3 clusters Score -1.357422e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -13574535.000000 Penalty: 3765.652344
	Iteration 21Q: 3 clusters Score -1.357454e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -13574872.000000 Penalty: 3765.652344
	Iteration 22Q: 3 clusters Score -1.357487e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -13575117.000000 Penalty: 3765.652344
	Iteration 23Q: 3 clusters Score -1.357512e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -13575383.000000 Penalty: 3765.652344
	Iteration 24Q: 3 clusters Score -1.357538e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -13575803.000000 Penalty: 3765.652344
	Iteration 25Q: 3 clusters Score -1.35758e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -13576213.000000 Penalty: 3765.652344
	Iteration 26Q: 3 clusters Score -1.357621e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -13576700.000000 Penalty: 3765.652344
	Iteration 27Q: 3 clusters Score -1.35767e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -13577170.000000 Penalty: 3765.652344
	Iteration 28Q: 3 clusters Score -1.357717e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -13577649.000000 Penalty: 3765.652344
	Iteration 29Q: 3 clusters Score -1.357765e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -13578265.000000 Penalty: 3765.652344
	Iteration 30Q: 3 clusters Score -1.357826e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 96025 members 
Entering Unmasked Estep 
Score: -13578831.000000 Penalty: 3765.652344
	Iteration 31Q: 3 clusters Score -1.357883e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -13579417.000000 Penalty: 3765.652344
	Iteration 32Q: 3 clusters Score -1.357942e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -13580050.000000 Penalty: 3765.652344
	Iteration 33Q: 3 clusters Score -1.358005e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -13580494.000000 Penalty: 3765.652344
	Iteration 34Q: 3 clusters Score -1.358049e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -13580868.000000 Penalty: 3765.652344
	Iteration 35Q: 3 clusters Score -1.358087e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -13581148.000000 Penalty: 3765.652344
	Iteration 36Q: 3 clusters Score -1.358115e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -13581455.000000 Penalty: 3765.652344
	Iteration 37Q: 3 clusters Score -1.358146e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -13581757.000000 Penalty: 3765.652344
	Iteration 38Q: 3 clusters Score -1.358176e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 104154 members 
Entering Unmasked Estep 
Score: -13581929.000000 Penalty: 3765.652344
	Iteration 39Q: 3 clusters Score -1.358193e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 104584 members 
Entering Unmasked Estep 
Score: -13582101.000000 Penalty: 3765.652344
	Iteration 40F: 3 clusters Score -1.35821e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -13582197.000000 Penalty: 3765.652344
	Iteration 41Q: 3 clusters Score -1.35822e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -13582282.000000 Penalty: 3765.652344
	Iteration 42Q: 3 clusters Score -1.358228e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 105489 members 
Entering Unmasked Estep 
Score: -13582366.000000 Penalty: 3765.652344
	Iteration 43Q: 3 clusters Score -1.358237e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -13582455.000000 Penalty: 3765.652344
	Iteration 44Q: 3 clusters Score -1.358246e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -13582520.000000 Penalty: 3765.652344
	Iteration 45Q: 3 clusters Score -1.358252e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -13582569.000000 Penalty: 3765.652344
	Iteration 46Q: 3 clusters Score -1.358257e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -13582617.000000 Penalty: 3765.652344
	Iteration 47Q: 3 clusters Score -1.358262e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -13582653.000000 Penalty: 3765.652344
	Iteration 48Q: 3 clusters Score -1.358265e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -13582699.000000 Penalty: 3765.652344
	Iteration 49Q: 3 clusters Score -1.35827e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -13582722.000000 Penalty: 3765.652344
	Iteration 50Q: 3 clusters Score -1.358272e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -13582744.000000 Penalty: 3765.652344
	Iteration 51Q: 3 clusters Score -1.358274e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -13582773.000000 Penalty: 3765.652344
	Iteration 52Q: 3 clusters Score -1.358277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -13582782.000000 Penalty: 3765.652344
	Iteration 53Q: 3 clusters Score -1.358278e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -13582798.000000 Penalty: 3765.652344
	Iteration 54Q: 3 clusters Score -1.35828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -13582827.000000 Penalty: 3765.652344
	Iteration 55Q: 3 clusters Score -1.358283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -13582827.000000 Penalty: 3765.652344
	Iteration 56Q: 3 clusters Score -1.358283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
Score: -13582838.000000 Penalty: 3765.652344
	Iteration 57Q: 3 clusters Score -1.358284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -13582835.000000 Penalty: 3765.652344
	Iteration 58Q: 3 clusters Score -1.358284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -13582848.000000 Penalty: 3765.652344
	Iteration 59Q: 3 clusters Score -1.358285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106659 members 
Entering Unmasked Estep 
Score: -13582849.000000 Penalty: 3765.652344
	Iteration 60F: 3 clusters Score -1.358285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -13582850.000000 Penalty: 3765.652344
	Iteration 61Q: 3 clusters Score -1.358285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -13582857.000000 Penalty: 3765.652344
	Iteration 62Q: 3 clusters Score -1.358286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -13582851.000000 Penalty: 3765.652344
	Iteration 63Q: 3 clusters Score -1.358285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -13582851.000000 Penalty: 3765.652344
	Iteration 64Q: 3 clusters Score -1.358285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -13582839.000000 Penalty: 3765.652344
	Iteration 65Q: 3 clusters Score -1.358284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 106703 members 
Entering Unmasked Estep 
Score: -13582839.000000 Penalty: 3765.652344
	Iteration 66Q: 3 clusters Score -1.358284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -13582843.000000 Penalty: 3765.652344
	Iteration 67Q: 3 clusters Score -1.358284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -13582847.000000 Penalty: 3765.652344
	Iteration 68Q: 3 clusters Score -1.358285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -13582851.000000 Penalty: 3765.652344
	Iteration 69Q: 3 clusters Score -1.358285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -13582853.000000 Penalty: 3765.652344
	Iteration 70Q: 3 clusters Score -1.358285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -13582847.000000 Penalty: 3765.652344
	Iteration 71Q: 3 clusters Score -1.358285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -13582847.000000 Penalty: 3765.652344
	Iteration 72Q: 3 clusters Score -1.358285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -13582859.000000 Penalty: 3765.652344
	Iteration 73Q: 3 clusters Score -1.358286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -13582865.000000 Penalty: 3765.652344
	Iteration 74Q: 3 clusters Score -1.358286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -13582876.000000 Penalty: 3765.652344
	Iteration 75Q: 3 clusters Score -1.358288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -13582876.000000 Penalty: 3765.652344
	Iteration 76Q: 3 clusters Score -1.358288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -13582876.000000 Penalty: 3765.652344
	Iteration 77Q: 3 clusters Score -1.358288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -13582880.000000 Penalty: 3765.652344
	Iteration 78Q: 3 clusters Score -1.358288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -13582874.000000 Penalty: 3765.652344
	Iteration 79Q: 3 clusters Score -1.358287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -13582886.000000 Penalty: 3765.652344
	Iteration 80F: 3 clusters Score -1.358289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22861.810547 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -22861.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22062.353516 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -22062.35 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22322.298828 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -22322.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22506.070312 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -22506.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22615.515625 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -22615.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22705.699219 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -22705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22727.416016 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22727.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22811.222656 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22811.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22851.478516 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -22851.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22964.072266 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -22964.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23112.976562 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -23112.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23202.849609 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -23202.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23225.484375 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -23225.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23228.191406 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -23228.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23234.269531 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -23234.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23237.232422 Penalty: 1871.643066
	Iteration 14Q: 3 clusters Score -23237.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23237.457031 Penalty: 1871.643066
	Iteration 15F: 3 clusters Score -23237.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23239.404297 Penalty: 1871.643066
	Iteration 16Q: 3 clusters Score -23239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23245.734375 Penalty: 1871.643066
	Iteration 17Q: 3 clusters Score -23245.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23256.787109 Penalty: 1871.643066
	Iteration 18Q: 3 clusters Score -23256.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23256.787109 Penalty: 1871.643066
	Iteration 19F: 3 clusters Score -23256.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107445 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115552 members 
Mstep: Class 7 contains 105350 members 
Mstep: Class 8 contains 78425 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 37194 members 
Mstep: Class 17 contains 102185 members 
Mstep: Class 18 contains 81165 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113730 members 
Mstep: Class 23 contains 107648 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 58837 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26236 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2517 members 
Mstep: Class 31 contains 114145 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 179 members 
Mstep: Class 41 contains 2235 members 
Entering Unmasked Estep 
Score: -141730144.000000 Penalty: 93015.281250
Splitting cluster 24 changes total score from -141731280.000000 to -141730144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (58837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Entering Unmasked Estep 
Score: -7217615.500000 Penalty: 1784.660400
	Iteration 0F: 2 clusters Score -7217616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -7178019.500000 Penalty: 3569.320801
	Iteration 0F: 3 clusters Score -7178020 nChanged 28019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -7194205.000000 Penalty: 3569.320801
	Iteration 1F: 3 clusters Score -7194205 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -7195129.000000 Penalty: 3569.320801
	Iteration 2Q: 3 clusters Score -7195129 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -7196384.500000 Penalty: 3569.320801
	Iteration 3Q: 3 clusters Score -7196384 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -7198137.500000 Penalty: 3569.320801
	Iteration 4F: 3 clusters Score -7198138 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7200520.000000 Penalty: 3569.320801
	Iteration 5F: 3 clusters Score -7200520 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -7203237.500000 Penalty: 3569.320801
	Iteration 6F: 3 clusters Score -7203238 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7205778.500000 Penalty: 3569.320801
	Iteration 7F: 3 clusters Score -7205778 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -7207650.500000 Penalty: 3569.320801
	Iteration 8Q: 3 clusters Score -7207650 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -7209014.500000 Penalty: 3569.320801
	Iteration 9Q: 3 clusters Score -7209014 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -7210040.500000 Penalty: 3569.320801
	Iteration 10Q: 3 clusters Score -7210040 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -7210875.500000 Penalty: 3569.320801
	Iteration 11Q: 3 clusters Score -7210876 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -7211723.000000 Penalty: 3569.320801
	Iteration 12Q: 3 clusters Score -7211723 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -7212620.500000 Penalty: 3569.320801
	Iteration 13Q: 3 clusters Score -7212620 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -7213342.500000 Penalty: 3569.320801
	Iteration 14Q: 3 clusters Score -7213342 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -7213939.500000 Penalty: 3569.320801
	Iteration 15Q: 3 clusters Score -7213940 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -7214359.500000 Penalty: 3569.320801
	Iteration 16Q: 3 clusters Score -7214360 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -7214659.000000 Penalty: 3569.320801
	Iteration 17Q: 3 clusters Score -7214659 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -7214859.000000 Penalty: 3569.320801
	Iteration 18Q: 3 clusters Score -7214859 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -7215008.500000 Penalty: 3569.320801
	Iteration 19Q: 3 clusters Score -7215008 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7215158.500000 Penalty: 3569.320801
	Iteration 20F: 3 clusters Score -7215158 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -7215222.500000 Penalty: 3569.320801
	Iteration 21Q: 3 clusters Score -7215222 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -7215298.000000 Penalty: 3569.320801
	Iteration 22Q: 3 clusters Score -7215298 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -7215356.000000 Penalty: 3569.320801
	Iteration 23Q: 3 clusters Score -7215356 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -7215422.000000 Penalty: 3569.320801
	Iteration 24Q: 3 clusters Score -7215422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -7215464.500000 Penalty: 3569.320801
	Iteration 25Q: 3 clusters Score -7215464 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -7215484.000000 Penalty: 3569.320801
	Iteration 26Q: 3 clusters Score -7215484 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -7215506.500000 Penalty: 3569.320801
	Iteration 27Q: 3 clusters Score -7215506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -7215535.500000 Penalty: 3569.320801
	Iteration 28Q: 3 clusters Score -7215536 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -7215568.500000 Penalty: 3569.320801
	Iteration 29Q: 3 clusters Score -7215568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -7215582.000000 Penalty: 3569.320801
	Iteration 30Q: 3 clusters Score -7215582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -7215581.500000 Penalty: 3569.320801
	Iteration 31Q: 3 clusters Score -7215582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7215593.500000 Penalty: 3569.320801
	Iteration 32Q: 3 clusters Score -7215594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -7215608.500000 Penalty: 3569.320801
	Iteration 33Q: 3 clusters Score -7215608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -7215613.500000 Penalty: 3569.320801
	Iteration 34Q: 3 clusters Score -7215614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -7215622.000000 Penalty: 3569.320801
	Iteration 35Q: 3 clusters Score -7215622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7215645.000000 Penalty: 3569.320801
	Iteration 36Q: 3 clusters Score -7215645 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -7215674.000000 Penalty: 3569.320801
	Iteration 37Q: 3 clusters Score -7215674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -7215682.500000 Penalty: 3569.320801
	Iteration 38Q: 3 clusters Score -7215682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -7215679.000000 Penalty: 3569.320801
	Iteration 39Q: 3 clusters Score -7215679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -7215693.000000 Penalty: 3569.320801
	Iteration 40F: 3 clusters Score -7215693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -7215696.500000 Penalty: 3569.320801
	Iteration 41Q: 3 clusters Score -7215696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -7215725.000000 Penalty: 3569.320801
	Iteration 42Q: 3 clusters Score -7215725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -7215719.000000 Penalty: 3569.320801
	Iteration 43Q: 3 clusters Score -7215719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -7215729.500000 Penalty: 3569.320801
	Iteration 44Q: 3 clusters Score -7215730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -7215730.500000 Penalty: 3569.320801
	Iteration 45Q: 3 clusters Score -7215730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -7215738.000000 Penalty: 3569.320801
	Iteration 46Q: 3 clusters Score -7215738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -7215748.500000 Penalty: 3569.320801
	Iteration 47Q: 3 clusters Score -7215748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -7215746.500000 Penalty: 3569.320801
	Iteration 48Q: 3 clusters Score -7215746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -7215750.500000 Penalty: 3569.320801
	Iteration 49Q: 3 clusters Score -7215750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -7215745.500000 Penalty: 3569.320801
	Iteration 50Q: 3 clusters Score -7215746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -7215750.000000 Penalty: 3569.320801
	Iteration 51Q: 3 clusters Score -7215750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -7215744.000000 Penalty: 3569.320801
	Iteration 52Q: 3 clusters Score -7215744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -7215741.000000 Penalty: 3569.320801
	Iteration 53Q: 3 clusters Score -7215741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -7215737.000000 Penalty: 3569.320801
	Iteration 54Q: 3 clusters Score -7215737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7215731.000000 Penalty: 3569.320801
	Iteration 55Q: 3 clusters Score -7215731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -7215740.000000 Penalty: 3569.320801
	Iteration 56Q: 3 clusters Score -7215740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -7215741.000000 Penalty: 3569.320801
	Iteration 57Q: 3 clusters Score -7215741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -7215749.500000 Penalty: 3569.320801
	Iteration 58Q: 3 clusters Score -7215750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -7215749.500000 Penalty: 3569.320801
	Iteration 59Q: 3 clusters Score -7215750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -7215761.500000 Penalty: 3569.320801
	Iteration 60F: 3 clusters Score -7215762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7215761.000000 Penalty: 3569.320801
	Iteration 61Q: 3 clusters Score -7215761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -7215765.500000 Penalty: 3569.320801
	Iteration 62Q: 3 clusters Score -7215766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7215764.000000 Penalty: 3569.320801
	Iteration 63Q: 3 clusters Score -7215764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -7215767.500000 Penalty: 3569.320801
	Iteration 64Q: 3 clusters Score -7215768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -7215770.000000 Penalty: 3569.320801
	Iteration 65Q: 3 clusters Score -7215770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -7215772.000000 Penalty: 3569.320801
	Iteration 66Q: 3 clusters Score -7215772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -7215780.000000 Penalty: 3569.320801
	Iteration 67Q: 3 clusters Score -7215780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -7215779.500000 Penalty: 3569.320801
	Iteration 68Q: 3 clusters Score -7215780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -7215777.000000 Penalty: 3569.320801
	Iteration 69Q: 3 clusters Score -7215777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -7215773.000000 Penalty: 3569.320801
	Iteration 70Q: 3 clusters Score -7215773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -7215775.500000 Penalty: 3569.320801
	Iteration 71Q: 3 clusters Score -7215776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -7215771.000000 Penalty: 3569.320801
	Iteration 72Q: 3 clusters Score -7215771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -7215769.000000 Penalty: 3569.320801
	Iteration 73Q: 3 clusters Score -7215769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -7215776.000000 Penalty: 3569.320801
	Iteration 74Q: 3 clusters Score -7215776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -7215764.000000 Penalty: 3569.320801
	Iteration 75Q: 3 clusters Score -7215764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -7215765.000000 Penalty: 3569.320801
	Iteration 76Q: 3 clusters Score -7215765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -7215780.000000 Penalty: 3569.320801
	Iteration 77Q: 3 clusters Score -7215780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -7215776.500000 Penalty: 3569.320801
	Iteration 78Q: 3 clusters Score -7215776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -7215782.500000 Penalty: 3569.320801
	Iteration 79Q: 3 clusters Score -7215782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -7215792.000000 Penalty: 3569.320801
	Iteration 80F: 3 clusters Score -7215792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -7215793.500000 Penalty: 3569.320801
	Iteration 81Q: 3 clusters Score -7215794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -7215791.000000 Penalty: 3569.320801
	Iteration 82Q: 3 clusters Score -7215791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -7215787.000000 Penalty: 3569.320801
	Iteration 83Q: 3 clusters Score -7215787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -7215780.000000 Penalty: 3569.320801
	Iteration 84Q: 3 clusters Score -7215780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -7215795.500000 Penalty: 3569.320801
	Iteration 85Q: 3 clusters Score -7215796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -7215795.000000 Penalty: 3569.320801
	Iteration 86Q: 3 clusters Score -7215795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -7215807.000000 Penalty: 3569.320801
	Iteration 87Q: 3 clusters Score -7215807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -7215800.500000 Penalty: 3569.320801
	Iteration 88Q: 3 clusters Score -7215800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7215802.500000 Penalty: 3569.320801
	Iteration 89Q: 3 clusters Score -7215802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7215813.500000 Penalty: 3569.320801
	Iteration 90Q: 3 clusters Score -7215814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -7215807.000000 Penalty: 3569.320801
	Iteration 91Q: 3 clusters Score -7215807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -7215810.500000 Penalty: 3569.320801
	Iteration 92Q: 3 clusters Score -7215810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -7215803.500000 Penalty: 3569.320801
	Iteration 93Q: 3 clusters Score -7215804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -7215806.500000 Penalty: 3569.320801
	Iteration 94Q: 3 clusters Score -7215806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -7215806.500000 Penalty: 3569.320801
	Iteration 95F: 3 clusters Score -7215806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9000.344727 Penalty: 887.182678
	Iteration 0F: 2 clusters Score -9000.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8334.381836 Penalty: 1774.365356
	Iteration 0F: 3 clusters Score -8334.382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8562.369141 Penalty: 1774.365356
	Iteration 1F: 3 clusters Score -8562.369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8583.370117 Penalty: 1774.365356
	Iteration 2F: 3 clusters Score -8583.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8584.741211 Penalty: 1774.365356
	Iteration 3Q: 3 clusters Score -8584.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8584.741211 Penalty: 1774.365356
	Iteration 4F: 3 clusters Score -8584.741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Entering Unmasked Estep 
Score: -3261127.500000 Penalty: 1653.419189
	Iteration 0F: 2 clusters Score -3261128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3243441.000000 Penalty: 3306.838379
	Iteration 0F: 3 clusters Score -3243441 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3250009.750000 Penalty: 3306.838379
	Iteration 1F: 3 clusters Score -3250010 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3250428.750000 Penalty: 3306.838379
	Iteration 2Q: 3 clusters Score -3250429 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3250878.750000 Penalty: 3306.838379
	Iteration 3Q: 3 clusters Score -3250879 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3251375.750000 Penalty: 3306.838379
	Iteration 4Q: 3 clusters Score -3251376 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3251924.250000 Penalty: 3306.838379
	Iteration 5Q: 3 clusters Score -3251924 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3252605.000000 Penalty: 3306.838379
	Iteration 6Q: 3 clusters Score -3252605 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3253457.000000 Penalty: 3306.838379
	Iteration 7F: 3 clusters Score -3253457 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3254376.750000 Penalty: 3306.838379
	Iteration 8F: 3 clusters Score -3254377 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3255214.750000 Penalty: 3306.838379
	Iteration 9F: 3 clusters Score -3255215 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3255845.000000 Penalty: 3306.838379
	Iteration 10Q: 3 clusters Score -3255845 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3256252.250000 Penalty: 3306.838379
	Iteration 11Q: 3 clusters Score -3256252 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3256464.500000 Penalty: 3306.838379
	Iteration 12Q: 3 clusters Score -3256464 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3256573.000000 Penalty: 3306.838379
	Iteration 13Q: 3 clusters Score -3256573 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3256677.500000 Penalty: 3306.838379
	Iteration 14Q: 3 clusters Score -3256678 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3256766.750000 Penalty: 3306.838379
	Iteration 15Q: 3 clusters Score -3256767 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3256868.500000 Penalty: 3306.838379
	Iteration 16Q: 3 clusters Score -3256868 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3256957.500000 Penalty: 3306.838379
	Iteration 17Q: 3 clusters Score -3256958 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3257057.500000 Penalty: 3306.838379
	Iteration 18Q: 3 clusters Score -3257058 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3257168.000000 Penalty: 3306.838379
	Iteration 19Q: 3 clusters Score -3257168 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3257251.500000 Penalty: 3306.838379
	Iteration 20F: 3 clusters Score -3257252 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3257356.000000 Penalty: 3306.838379
	Iteration 21Q: 3 clusters Score -3257356 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3257488.750000 Penalty: 3306.838379
	Iteration 22Q: 3 clusters Score -3257489 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3257622.750000 Penalty: 3306.838379
	Iteration 23Q: 3 clusters Score -3257623 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3257755.250000 Penalty: 3306.838379
	Iteration 24Q: 3 clusters Score -3257755 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3257890.500000 Penalty: 3306.838379
	Iteration 25Q: 3 clusters Score -3257890 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3258030.000000 Penalty: 3306.838379
	Iteration 26Q: 3 clusters Score -3258030 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3258144.500000 Penalty: 3306.838379
	Iteration 27Q: 3 clusters Score -3258144 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3258255.250000 Penalty: 3306.838379
	Iteration 28Q: 3 clusters Score -3258255 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3258367.000000 Penalty: 3306.838379
	Iteration 29Q: 3 clusters Score -3258367 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3258471.750000 Penalty: 3306.838379
	Iteration 30Q: 3 clusters Score -3258472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3258543.750000 Penalty: 3306.838379
	Iteration 31Q: 3 clusters Score -3258544 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3258610.500000 Penalty: 3306.838379
	Iteration 32Q: 3 clusters Score -3258610 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3258685 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3258769.500000 Penalty: 3306.838379
	Iteration 34Q: 3 clusters Score -3258770 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3258830 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3258883 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3258929.250000 Penalty: 3306.838379
	Iteration 37Q: 3 clusters Score -3258929 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3258978 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3259000.500000 Penalty: 3306.838379
	Iteration 39Q: 3 clusters Score -3259000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3259040.000000 Penalty: 3306.838379
	Iteration 40F: 3 clusters Score -3259040 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3259076 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3259093.750000 Penalty: 3306.838379
	Iteration 42Q: 3 clusters Score -3259094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3259129.000000 Penalty: 3306.838379
	Iteration 43Q: 3 clusters Score -3259129 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3259150.000000 Penalty: 3306.838379
	Iteration 44Q: 3 clusters Score -3259150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3259177.250000 Penalty: 3306.838379
	Iteration 45Q: 3 clusters Score -3259177 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3259195.250000 Penalty: 3306.838379
	Iteration 46Q: 3 clusters Score -3259195 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3259216.250000 Penalty: 3306.838379
	Iteration 47Q: 3 clusters Score -3259216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3259249.000000 Penalty: 3306.838379
	Iteration 48Q: 3 clusters Score -3259249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3259262.250000 Penalty: 3306.838379
	Iteration 49Q: 3 clusters Score -3259262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3259281.000000 Penalty: 3306.838379
	Iteration 50Q: 3 clusters Score -3259281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3259293.250000 Penalty: 3306.838379
	Iteration 51Q: 3 clusters Score -3259293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3259300 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3259311 nChanged 66
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Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3259333.750000 Penalty: 3306.838379
	Iteration 54Q: 3 clusters Score -3259334 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3259335.000000 Penalty: 3306.838379
	Iteration 55Q: 3 clusters Score -3259335 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3259348 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3259369.750000 Penalty: 3306.838379
	Iteration 57Q: 3 clusters Score -3259370 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3259375.500000 Penalty: 3306.838379
	Iteration 58Q: 3 clusters Score -3259376 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3259387.000000 Penalty: 3306.838379
	Iteration 59Q: 3 clusters Score -3259387 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3259391.750000 Penalty: 3306.838379
	Iteration 60F: 3 clusters Score -3259392 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3259390.000000 Penalty: 3306.838379
	Iteration 61Q: 3 clusters Score -3259390 nChanged 42
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Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3259401 nChanged 50
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Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3259404.000000 Penalty: 3306.838379
	Iteration 63Q: 3 clusters Score -3259404 nChanged 55
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Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3259408.750000 Penalty: 3306.838379
	Iteration 64Q: 3 clusters Score -3259409 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
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Entering Unmasked Estep 
Score: -3259422.500000 Penalty: 3306.838379
	Iteration 65Q: 3 clusters Score -3259422 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3259436 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3259454.000000 Penalty: 3306.838379
	Iteration 67Q: 3 clusters Score -3259454 nChanged 83
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Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3259469 nChanged 76
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Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3259493.750000 Penalty: 3306.838379
	Iteration 69Q: 3 clusters Score -3259494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3259508.500000 Penalty: 3306.838379
	Iteration 70Q: 3 clusters Score -3259508 nChanged 86
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Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3259536 nChanged 78
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Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3259552 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23673 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3259574 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3259590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
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Score: -3259606.500000 Penalty: 3306.838379
	Iteration 75Q: 3 clusters Score -3259606 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23855 members 
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	Iteration 76Q: 3 clusters Score -3259630 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23905 members 
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Score: -3259645.250000 Penalty: 3306.838379
	Iteration 77Q: 3 clusters Score -3259645 nChanged 55
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Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3259650.250000 Penalty: 3306.838379
	Iteration 78Q: 3 clusters Score -3259650 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3259658.250000 Penalty: 3306.838379
	Iteration 79Q: 3 clusters Score -3259658 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3259674.750000 Penalty: 3306.838379
	Iteration 80F: 3 clusters Score -3259675 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3259683.500000 Penalty: 3306.838379
	Iteration 81Q: 3 clusters Score -3259684 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24142 members 
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Entering Unmasked Estep 
Score: -3259696.500000 Penalty: 3306.838379
	Iteration 82Q: 3 clusters Score -3259696 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24184 members 
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Entering Unmasked Estep 
Score: -3259707.000000 Penalty: 3306.838379
	Iteration 83Q: 3 clusters Score -3259707 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24236 members 
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Entering Unmasked Estep 
Score: -3259704.500000 Penalty: 3306.838379
	Iteration 84Q: 3 clusters Score -3259704 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3259723.000000 Penalty: 3306.838379
	Iteration 85Q: 3 clusters Score -3259723 nChanged 43
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Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3259724.750000 Penalty: 3306.838379
	Iteration 86Q: 3 clusters Score -3259725 nChanged 48
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Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3259740.250000 Penalty: 3306.838379
	Iteration 87Q: 3 clusters Score -3259740 nChanged 42
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Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3259756.000000 Penalty: 3306.838379
	Iteration 88Q: 3 clusters Score -3259756 nChanged 45
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Mstep: Class 1 contains 24426 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3259769 nChanged 42
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Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3259772.250000 Penalty: 3306.838379
	Iteration 90Q: 3 clusters Score -3259772 nChanged 38
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Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3259789 nChanged 31
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Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3259796.500000 Penalty: 3306.838379
	Iteration 92Q: 3 clusters Score -3259796 nChanged 33
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Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3259809.000000 Penalty: 3306.838379
	Iteration 93Q: 3 clusters Score -3259809 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3259806.500000 Penalty: 3306.838379
	Iteration 94Q: 3 clusters Score -3259806 nChanged 24
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Mstep: Class 1 contains 24602 members 
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Entering Unmasked Estep 
Score: -3259820.500000 Penalty: 3306.838379
	Iteration 95Q: 3 clusters Score -3259820 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24616 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3259820 nChanged 19
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Mstep: Class 1 contains 24635 members 
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Entering Unmasked Estep 
Score: -3259828.750000 Penalty: 3306.838379
	Iteration 97Q: 3 clusters Score -3259829 nChanged 10
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Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3259825.000000 Penalty: 3306.838379
	Iteration 98Q: 3 clusters Score -3259825 nChanged 8
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Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3259824.250000 Penalty: 3306.838379
	Iteration 99Q: 3 clusters Score -3259824 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3259824.750000 Penalty: 3306.838379
	Iteration 100F: 3 clusters Score -3259825 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3259826.000000 Penalty: 3306.838379
	Iteration 101Q: 3 clusters Score -3259826 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24670 members 
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Entering Unmasked Estep 
Score: -3259827.000000 Penalty: 3306.838379
	Iteration 102Q: 3 clusters Score -3259827 nChanged 8
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Mstep: Class 1 contains 24678 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3259829 nChanged 9
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Mstep: Class 1 contains 24685 members 
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Entering Unmasked Estep 
Score: -3259830.000000 Penalty: 3306.838379
	Iteration 104Q: 3 clusters Score -3259830 nChanged 8
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Mstep: Class 1 contains 24691 members 
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Entering Unmasked Estep 
Score: -3259834.000000 Penalty: 3306.838379
	Iteration 105Q: 3 clusters Score -3259834 nChanged 10
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Entering Unmasked Estep 
Score: -3259833.250000 Penalty: 3306.838379
	Iteration 106Q: 3 clusters Score -3259833 nChanged 11
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3259830 nChanged 10
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Mstep: Class 1 contains 24722 members 
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Entering Unmasked Estep 
Score: -3259832.500000 Penalty: 3306.838379
	Iteration 108Q: 3 clusters Score -3259832 nChanged 6
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Mstep: Class 1 contains 24728 members 
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Entering Unmasked Estep 
Score: -3259838.000000 Penalty: 3306.838379
	Iteration 109Q: 3 clusters Score -3259838 nChanged 10
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Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3259843.000000 Penalty: 3306.838379
	Iteration 110Q: 3 clusters Score -3259843 nChanged 11
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Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3259842.000000 Penalty: 3306.838379
	Iteration 111Q: 3 clusters Score -3259842 nChanged 10
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Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3259850 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3259847.250000 Penalty: 3306.838379
	Iteration 113Q: 3 clusters Score -3259847 nChanged 4
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Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3259848.000000 Penalty: 3306.838379
	Iteration 114Q: 3 clusters Score -3259848 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24776 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3259849 nChanged 2
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Mstep: Class 1 contains 24778 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3259850 nChanged 3
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Mstep: Class 1 contains 24781 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3259850 nChanged 3
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Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3259849 nChanged 1
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3259850 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3259851.500000 Penalty: 3306.838379
	Iteration 120F: 3 clusters Score -3259852 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3259848 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3259850.250000 Penalty: 3306.838379
	Iteration 122Q: 3 clusters Score -3259850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3259851.500000 Penalty: 3306.838379
	Iteration 123Q: 3 clusters Score -3259852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3259851.500000 Penalty: 3306.838379
	Iteration 124F: 3 clusters Score -3259852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Entering Unmasked Estep 
Score: -1868225.875000 Penalty: 1571.258423
	Iteration 0F: 2 clusters Score -1868226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1857383.000000 Penalty: 3142.516846
	Iteration 0F: 3 clusters Score -1857383 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1861325.000000 Penalty: 3142.516846
	Iteration 1F: 3 clusters Score -1861325 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1861672.125000 Penalty: 3142.516846
	Iteration 2F: 3 clusters Score -1861672 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1861971.750000 Penalty: 3142.516846
	Iteration 3Q: 3 clusters Score -1861972 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1862340.625000 Penalty: 3142.516846
	Iteration 4Q: 3 clusters Score -1862341 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1862864.500000 Penalty: 3142.516846
	Iteration 5F: 3 clusters Score -1862864 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1863468.375000 Penalty: 3142.516846
	Iteration 6F: 3 clusters Score -1863468 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1864049.250000 Penalty: 3142.516846
	Iteration 7F: 3 clusters Score -1864049 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1864610.625000 Penalty: 3142.516846
	Iteration 8F: 3 clusters Score -1864611 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1865153.625000 Penalty: 3142.516846
	Iteration 9Q: 3 clusters Score -1865154 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1865665.250000 Penalty: 3142.516846
	Iteration 10Q: 3 clusters Score -1865665 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1866098.750000 Penalty: 3142.516846
	Iteration 11Q: 3 clusters Score -1866099 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1866391.875000 Penalty: 3142.516846
	Iteration 12Q: 3 clusters Score -1866392 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1866596.625000 Penalty: 3142.516846
	Iteration 13Q: 3 clusters Score -1866597 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1866740.125000 Penalty: 3142.516846
	Iteration 14Q: 3 clusters Score -1866740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1866833.250000 Penalty: 3142.516846
	Iteration 15Q: 3 clusters Score -1866833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1866877.750000 Penalty: 3142.516846
	Iteration 16Q: 3 clusters Score -1866878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1866918.500000 Penalty: 3142.516846
	Iteration 17Q: 3 clusters Score -1866918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1866945.250000 Penalty: 3142.516846
	Iteration 18Q: 3 clusters Score -1866945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1866965.875000 Penalty: 3142.516846
	Iteration 19Q: 3 clusters Score -1866966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1866984.000000 Penalty: 3142.516846
	Iteration 20F: 3 clusters Score -1866984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1866995.125000 Penalty: 3142.516846
	Iteration 21Q: 3 clusters Score -1866995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1867007.125000 Penalty: 3142.516846
	Iteration 22Q: 3 clusters Score -1867007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1867019.250000 Penalty: 3142.516846
	Iteration 23Q: 3 clusters Score -1867019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1867026.625000 Penalty: 3142.516846
	Iteration 24Q: 3 clusters Score -1867027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1867036.500000 Penalty: 3142.516846
	Iteration 25Q: 3 clusters Score -1867036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1867043.875000 Penalty: 3142.516846
	Iteration 26Q: 3 clusters Score -1867044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1867047.375000 Penalty: 3142.516846
	Iteration 27Q: 3 clusters Score -1867047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1867049.625000 Penalty: 3142.516846
	Iteration 28Q: 3 clusters Score -1867050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1867051.125000 Penalty: 3142.516846
	Iteration 29Q: 3 clusters Score -1867051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1867050.875000 Penalty: 3142.516846
	Iteration 30Q: 3 clusters Score -1867051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1867050.500000 Penalty: 3142.516846
	Iteration 31Q: 3 clusters Score -1867050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1867050.500000 Penalty: 3142.516846
	Iteration 32F: 3 clusters Score -1867050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -237224.593750 Penalty: 1230.949219
	Iteration 0F: 2 clusters Score -237224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -235142.468750 Penalty: 2461.898438
	Iteration 0F: 3 clusters Score -235142.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -235591.328125 Penalty: 2461.898438
	Iteration 1F: 3 clusters Score -235591.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -235703.109375 Penalty: 2461.898438
	Iteration 2F: 3 clusters Score -235703.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -235766.312500 Penalty: 2461.898438
	Iteration 3F: 3 clusters Score -235766.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -235802.468750 Penalty: 2461.898438
	Iteration 4Q: 3 clusters Score -235802.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -235826.765625 Penalty: 2461.898438
	Iteration 5Q: 3 clusters Score -235826.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -235838.296875 Penalty: 2461.898438
	Iteration 6Q: 3 clusters Score -235838.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -235845.953125 Penalty: 2461.898438
	Iteration 7Q: 3 clusters Score -235846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -235854.187500 Penalty: 2461.898438
	Iteration 8Q: 3 clusters Score -235854.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -235860.718750 Penalty: 2461.898438
	Iteration 9Q: 3 clusters Score -235860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -235865.890625 Penalty: 2461.898438
	Iteration 10Q: 3 clusters Score -235865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235873.500000 Penalty: 2461.898438
	Iteration 11Q: 3 clusters Score -235873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -235877.000000 Penalty: 2461.898438
	Iteration 12Q: 3 clusters Score -235877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -235879.906250 Penalty: 2461.898438
	Iteration 13Q: 3 clusters Score -235879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -235884.250000 Penalty: 2461.898438
	Iteration 14Q: 3 clusters Score -235884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235890.046875 Penalty: 2461.898438
	Iteration 15Q: 3 clusters Score -235890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -235894.921875 Penalty: 2461.898438
	Iteration 16Q: 3 clusters Score -235894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -235898.250000 Penalty: 2461.898438
	Iteration 17Q: 3 clusters Score -235898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235900.375000 Penalty: 2461.898438
	Iteration 18Q: 3 clusters Score -235900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -235901.343750 Penalty: 2461.898438
	Iteration 19Q: 3 clusters Score -235901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -235902.250000 Penalty: 2461.898438
	Iteration 20F: 3 clusters Score -235902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -235904.921875 Penalty: 2461.898438
	Iteration 21Q: 3 clusters Score -235904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235908.703125 Penalty: 2461.898438
	Iteration 22Q: 3 clusters Score -235908.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235914.484375 Penalty: 2461.898438
	Iteration 23Q: 3 clusters Score -235914.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -235924.015625 Penalty: 2461.898438
	Iteration 24Q: 3 clusters Score -235924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -235932.515625 Penalty: 2461.898438
	Iteration 25Q: 3 clusters Score -235932.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -235940.328125 Penalty: 2461.898438
	Iteration 26Q: 3 clusters Score -235940.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -235947.750000 Penalty: 2461.898438
	Iteration 27Q: 3 clusters Score -235947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -235950.843750 Penalty: 2461.898438
	Iteration 28Q: 3 clusters Score -235950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -235952.796875 Penalty: 2461.898438
	Iteration 29Q: 3 clusters Score -235952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235956.343750 Penalty: 2461.898438
	Iteration 30Q: 3 clusters Score -235956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -235960.578125 Penalty: 2461.898438
	Iteration 31Q: 3 clusters Score -235960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -235965.234375 Penalty: 2461.898438
	Iteration 32Q: 3 clusters Score -235965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -235971.125000 Penalty: 2461.898438
	Iteration 33Q: 3 clusters Score -235971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -235978.562500 Penalty: 2461.898438
	Iteration 34Q: 3 clusters Score -235978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -235985.906250 Penalty: 2461.898438
	Iteration 35Q: 3 clusters Score -235985.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235993.953125 Penalty: 2461.898438
	Iteration 36Q: 3 clusters Score -235994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -236006.375000 Penalty: 2461.898438
	Iteration 37Q: 3 clusters Score -236006.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -236017.500000 Penalty: 2461.898438
	Iteration 38Q: 3 clusters Score -236017.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -236025.375000 Penalty: 2461.898438
	Iteration 39Q: 3 clusters Score -236025.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -236029.968750 Penalty: 2461.898438
	Iteration 40F: 3 clusters Score -236030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -236035.968750 Penalty: 2461.898438
	Iteration 41Q: 3 clusters Score -236036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -236045.375000 Penalty: 2461.898438
	Iteration 42Q: 3 clusters Score -236045.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -236058.859375 Penalty: 2461.898438
	Iteration 43Q: 3 clusters Score -236058.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -236072.906250 Penalty: 2461.898438
	Iteration 44Q: 3 clusters Score -236072.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -236095.359375 Penalty: 2461.898438
	Iteration 45Q: 3 clusters Score -236095.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -236117.718750 Penalty: 2461.898438
	Iteration 46Q: 3 clusters Score -236117.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -236145.015625 Penalty: 2461.898438
	Iteration 47Q: 3 clusters Score -236145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -236173.718750 Penalty: 2461.898438
	Iteration 48Q: 3 clusters Score -236173.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -236223.171875 Penalty: 2461.898438
	Iteration 49Q: 3 clusters Score -236223.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -236298.093750 Penalty: 2461.898438
	Iteration 50Q: 3 clusters Score -236298.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -236392.437500 Penalty: 2461.898438
	Iteration 51Q: 3 clusters Score -236392.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -236517.000000 Penalty: 2461.898438
	Iteration 52Q: 3 clusters Score -236517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236653.000000 Penalty: 2461.898438
	Iteration 53Q: 3 clusters Score -236653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -236733.562500 Penalty: 2461.898438
	Iteration 54Q: 3 clusters Score -236733.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -236760.515625 Penalty: 2461.898438
	Iteration 55Q: 3 clusters Score -236760.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -236774.546875 Penalty: 2461.898438
	Iteration 56Q: 3 clusters Score -236774.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -236787.000000 Penalty: 2461.898438
	Iteration 57Q: 3 clusters Score -236787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -236794.484375 Penalty: 2461.898438
	Iteration 58Q: 3 clusters Score -236794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -236797.000000 Penalty: 2461.898438
	Iteration 59Q: 3 clusters Score -236797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -236800.187500 Penalty: 2461.898438
	Iteration 60F: 3 clusters Score -236800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -236804.156250 Penalty: 2461.898438
	Iteration 61Q: 3 clusters Score -236804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236811.468750 Penalty: 2461.898438
	Iteration 62Q: 3 clusters Score -236811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -236821.625000 Penalty: 2461.898438
	Iteration 63Q: 3 clusters Score -236821.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -236839.421875 Penalty: 2461.898438
	Iteration 64Q: 3 clusters Score -236839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -236860.203125 Penalty: 2461.898438
	Iteration 65Q: 3 clusters Score -236860.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -236900.312500 Penalty: 2461.898438
	Iteration 66Q: 3 clusters Score -236900.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -236939.718750 Penalty: 2461.898438
	Iteration 67Q: 3 clusters Score -236939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -236973.015625 Penalty: 2461.898438
	Iteration 68Q: 3 clusters Score -236973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -237004.093750 Penalty: 2461.898438
	Iteration 69Q: 3 clusters Score -237004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -237012.250000 Penalty: 2461.898438
	Iteration 70Q: 3 clusters Score -237012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -237014.375000 Penalty: 2461.898438
	Iteration 71Q: 3 clusters Score -237014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -237016.187500 Penalty: 2461.898438
	Iteration 72Q: 3 clusters Score -237016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -237017.140625 Penalty: 2461.898438
	Iteration 73Q: 3 clusters Score -237017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -237017.140625 Penalty: 2461.898438
	Iteration 74F: 3 clusters Score -237017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -319942.468750 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -319942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -317519.437500 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -317519.4 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -318060.968750 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -318061 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -318195.156250 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -318195.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -318280.812500 Penalty: 2545.017578
	Iteration 3F: 3 clusters Score -318280.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -318345.187500 Penalty: 2545.017578
	Iteration 4Q: 3 clusters Score -318345.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -318388.875000 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -318388.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -318435.187500 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -318435.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -318483.312500 Penalty: 2545.017578
	Iteration 7Q: 3 clusters Score -318483.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -318531.906250 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -318531.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -318570.781250 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -318570.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -318601.750000 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -318601.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -318629.843750 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -318629.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -318656.250000 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -318656.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -318676.625000 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -318676.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -318701.375000 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -318701.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -318726.062500 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -318726.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -318742.656250 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -318742.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -318761.031250 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -318761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -318775.437500 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -318775.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318785.187500 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -318785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -318794.187500 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -318794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -318801.781250 Penalty: 2545.017578
	Iteration 21Q: 3 clusters Score -318801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -318809.718750 Penalty: 2545.017578
	Iteration 22Q: 3 clusters Score -318809.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -318816.625000 Penalty: 2545.017578
	Iteration 23Q: 3 clusters Score -318816.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -318822.500000 Penalty: 2545.017578
	Iteration 24Q: 3 clusters Score -318822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318826.468750 Penalty: 2545.017578
	Iteration 25Q: 3 clusters Score -318826.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -318830.562500 Penalty: 2545.017578
	Iteration 26Q: 3 clusters Score -318830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -318837.406250 Penalty: 2545.017578
	Iteration 27Q: 3 clusters Score -318837.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -318845.375000 Penalty: 2545.017578
	Iteration 28Q: 3 clusters Score -318845.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318851.625000 Penalty: 2545.017578
	Iteration 29Q: 3 clusters Score -318851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318853.750000 Penalty: 2545.017578
	Iteration 30Q: 3 clusters Score -318853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318854.406250 Penalty: 2545.017578
	Iteration 31Q: 3 clusters Score -318854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -318856.343750 Penalty: 2545.017578
	Iteration 32Q: 3 clusters Score -318856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318856.687500 Penalty: 2545.017578
	Iteration 33Q: 3 clusters Score -318856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318858.000000 Penalty: 2545.017578
	Iteration 34Q: 3 clusters Score -318858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -318858.093750 Penalty: 2545.017578
	Iteration 35Q: 3 clusters Score -318858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318858.593750 Penalty: 2545.017578
	Iteration 36Q: 3 clusters Score -318858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318859.531250 Penalty: 2545.017578
	Iteration 37Q: 3 clusters Score -318859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318859.531250 Penalty: 2545.017578
	Iteration 38F: 3 clusters Score -318859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (114145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114145 members 
Entering Unmasked Estep 
Score: -14419452.000000 Penalty: 1892.348999
	Iteration 0F: 2 clusters Score -1.441945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -14344976.000000 Penalty: 3784.697998
	Iteration 0F: 3 clusters Score -1.434498e+07 nChanged 54872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -14376910.000000 Penalty: 3784.697998
	Iteration 1F: 3 clusters Score -1.437691e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -14377933.000000 Penalty: 3784.697998
	Iteration 2Q: 3 clusters Score -1.437793e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -14379162.000000 Penalty: 3784.697998
	Iteration 3Q: 3 clusters Score -1.437916e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -14380752.000000 Penalty: 3784.697998
	Iteration 4Q: 3 clusters Score -1.438075e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -14383567.000000 Penalty: 3784.697998
	Iteration 5Q: 3 clusters Score -1.438357e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -14387639.000000 Penalty: 3784.697998
	Iteration 6F: 3 clusters Score -1.438764e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -14393392.000000 Penalty: 3784.697998
	Iteration 7F: 3 clusters Score -1.439339e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -14399946.000000 Penalty: 3784.697998
	Iteration 8F: 3 clusters Score -1.439995e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -14405541.000000 Penalty: 3784.697998
	Iteration 9F: 3 clusters Score -1.440554e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99845 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -14409579.000000 Penalty: 3784.697998
	Iteration 10Q: 3 clusters Score -1.440958e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -14412159.000000 Penalty: 3784.697998
	Iteration 11Q: 3 clusters Score -1.441216e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -14413821.000000 Penalty: 3784.697998
	Iteration 12Q: 3 clusters Score -1.441382e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -14414797.000000 Penalty: 3784.697998
	Iteration 13Q: 3 clusters Score -1.44148e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -14415542.000000 Penalty: 3784.697998
	Iteration 14Q: 3 clusters Score -1.441554e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -14416030.000000 Penalty: 3784.697998
	Iteration 15Q: 3 clusters Score -1.441603e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -14416450.000000 Penalty: 3784.697998
	Iteration 16Q: 3 clusters Score -1.441645e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -14416804.000000 Penalty: 3784.697998
	Iteration 17Q: 3 clusters Score -1.44168e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -14417045.000000 Penalty: 3784.697998
	Iteration 18Q: 3 clusters Score -1.441704e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -14417266.000000 Penalty: 3784.697998
	Iteration 19Q: 3 clusters Score -1.441727e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -14417433.000000 Penalty: 3784.697998
	Iteration 20F: 3 clusters Score -1.441743e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112231 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -14417575.000000 Penalty: 3784.697998
	Iteration 21Q: 3 clusters Score -1.441758e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -14417667.000000 Penalty: 3784.697998
	Iteration 22Q: 3 clusters Score -1.441767e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112622 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14417726.000000 Penalty: 3784.697998
	Iteration 23Q: 3 clusters Score -1.441773e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14417764.000000 Penalty: 3784.697998
	Iteration 24Q: 3 clusters Score -1.441776e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14417813.000000 Penalty: 3784.697998
	Iteration 25Q: 3 clusters Score -1.441781e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14417860.000000 Penalty: 3784.697998
	Iteration 26Q: 3 clusters Score -1.441786e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113009 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14417869.000000 Penalty: 3784.697998
	Iteration 27Q: 3 clusters Score -1.441787e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14417853.000000 Penalty: 3784.697998
	Iteration 28Q: 3 clusters Score -1.441785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14417860.000000 Penalty: 3784.697998
	Iteration 29Q: 3 clusters Score -1.441786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113115 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -14417861.000000 Penalty: 3784.697998
	Iteration 30Q: 3 clusters Score -1.441786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14417858.000000 Penalty: 3784.697998
	Iteration 31Q: 3 clusters Score -1.441786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113178 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -14417867.000000 Penalty: 3784.697998
	Iteration 32Q: 3 clusters Score -1.441787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113208 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14417882.000000 Penalty: 3784.697998
	Iteration 33Q: 3 clusters Score -1.441788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14417903.000000 Penalty: 3784.697998
	Iteration 34Q: 3 clusters Score -1.44179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113248 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14417911.000000 Penalty: 3784.697998
	Iteration 35Q: 3 clusters Score -1.441791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14417913.000000 Penalty: 3784.697998
	Iteration 36Q: 3 clusters Score -1.441791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113295 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -14417930.000000 Penalty: 3784.697998
	Iteration 37Q: 3 clusters Score -1.441793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113312 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14417920.000000 Penalty: 3784.697998
	Iteration 38Q: 3 clusters Score -1.441792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113328 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14417954.000000 Penalty: 3784.697998
	Iteration 39Q: 3 clusters Score -1.441795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14417940.000000 Penalty: 3784.697998
	Iteration 40F: 3 clusters Score -1.441794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113355 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14417939.000000 Penalty: 3784.697998
	Iteration 41Q: 3 clusters Score -1.441794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14417941.000000 Penalty: 3784.697998
	Iteration 42Q: 3 clusters Score -1.441794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14417939.000000 Penalty: 3784.697998
	Iteration 43Q: 3 clusters Score -1.441794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14417945.000000 Penalty: 3784.697998
	Iteration 44Q: 3 clusters Score -1.441794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -14417936.000000 Penalty: 3784.697998
	Iteration 45Q: 3 clusters Score -1.441794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14417935.000000 Penalty: 3784.697998
	Iteration 46Q: 3 clusters Score -1.441794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113411 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14417933.000000 Penalty: 3784.697998
	Iteration 47Q: 3 clusters Score -1.441793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14417937.000000 Penalty: 3784.697998
	Iteration 48Q: 3 clusters Score -1.441794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -14417936.000000 Penalty: 3784.697998
	Iteration 49Q: 3 clusters Score -1.441794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113427 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14417940.000000 Penalty: 3784.697998
	Iteration 50Q: 3 clusters Score -1.441794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113430 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14417947.000000 Penalty: 3784.697998
	Iteration 51Q: 3 clusters Score -1.441795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113433 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14417956.000000 Penalty: 3784.697998
	Iteration 52Q: 3 clusters Score -1.441796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -14417957.000000 Penalty: 3784.697998
	Iteration 53Q: 3 clusters Score -1.441796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -14417954.000000 Penalty: 3784.697998
	Iteration 54Q: 3 clusters Score -1.441795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113446 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14417948.000000 Penalty: 3784.697998
	Iteration 55Q: 3 clusters Score -1.441795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113450 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14417964.000000 Penalty: 3784.697998
	Iteration 56Q: 3 clusters Score -1.441796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14417957.000000 Penalty: 3784.697998
	Iteration 57Q: 3 clusters Score -1.441796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14417953.000000 Penalty: 3784.697998
	Iteration 58Q: 3 clusters Score -1.441795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113458 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14417954.000000 Penalty: 3784.697998
	Iteration 59Q: 3 clusters Score -1.441795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14417954.000000 Penalty: 3784.697998
	Iteration 60F: 3 clusters Score -1.441795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113463 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14417952.000000 Penalty: 3784.697998
	Iteration 61Q: 3 clusters Score -1.441795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14417955.000000 Penalty: 3784.697998
	Iteration 62Q: 3 clusters Score -1.441796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14417955.000000 Penalty: 3784.697998
	Iteration 63F: 3 clusters Score -1.441796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -981313.250000 Penalty: 1458.210815
	Iteration 0F: 2 clusters Score -981313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -975451.562500 Penalty: 2916.421631
	Iteration 0F: 3 clusters Score -975451.6 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -977227.687500 Penalty: 2916.421631
	Iteration 1F: 3 clusters Score -977227.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -977469.375000 Penalty: 2916.421631
	Iteration 2F: 3 clusters Score -977469.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -977669.625000 Penalty: 2916.421631
	Iteration 3F: 3 clusters Score -977669.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -977897.625000 Penalty: 2916.421631
	Iteration 4F: 3 clusters Score -977897.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -978151.000000 Penalty: 2916.421631
	Iteration 5F: 3 clusters Score -978151 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -978455.875000 Penalty: 2916.421631
	Iteration 6F: 3 clusters Score -978455.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -978767.750000 Penalty: 2916.421631
	Iteration 7F: 3 clusters Score -978767.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -979090.250000 Penalty: 2916.421631
	Iteration 8F: 3 clusters Score -979090.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -979373.875000 Penalty: 2916.421631
	Iteration 9Q: 3 clusters Score -979373.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -979619.812500 Penalty: 2916.421631
	Iteration 10Q: 3 clusters Score -979619.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -979797.437500 Penalty: 2916.421631
	Iteration 11Q: 3 clusters Score -979797.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -979914.750000 Penalty: 2916.421631
	Iteration 12Q: 3 clusters Score -979914.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -979991.562500 Penalty: 2916.421631
	Iteration 13Q: 3 clusters Score -979991.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -980023.625000 Penalty: 2916.421631
	Iteration 14Q: 3 clusters Score -980023.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -980040.375000 Penalty: 2916.421631
	Iteration 15Q: 3 clusters Score -980040.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -980061.125000 Penalty: 2916.421631
	Iteration 16Q: 3 clusters Score -980061.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -980075.312500 Penalty: 2916.421631
	Iteration 17Q: 3 clusters Score -980075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -980085.937500 Penalty: 2916.421631
	Iteration 18Q: 3 clusters Score -980085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -980097.437500 Penalty: 2916.421631
	Iteration 19Q: 3 clusters Score -980097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -980104.125000 Penalty: 2916.421631
	Iteration 20F: 3 clusters Score -980104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -980105.562500 Penalty: 2916.421631
	Iteration 21Q: 3 clusters Score -980105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -980104.687500 Penalty: 2916.421631
	Iteration 22Q: 3 clusters Score -980104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -980104.875000 Penalty: 2916.421631
	Iteration 23Q: 3 clusters Score -980104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -980107.312500 Penalty: 2916.421631
	Iteration 24Q: 3 clusters Score -980107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -980108.687500 Penalty: 2916.421631
	Iteration 25Q: 3 clusters Score -980108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -980108.687500 Penalty: 2916.421631
	Iteration 26F: 3 clusters Score -980108.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -928531.875000 Penalty: 1451.226807
	Iteration 0F: 2 clusters Score -928531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -922901.562500 Penalty: 2902.453613
	Iteration 0F: 3 clusters Score -922901.6 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -924649.500000 Penalty: 2902.453613
	Iteration 1F: 3 clusters Score -924649.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -924847.875000 Penalty: 2902.453613
	Iteration 2F: 3 clusters Score -924847.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -925008.312500 Penalty: 2902.453613
	Iteration 3Q: 3 clusters Score -925008.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -925143.125000 Penalty: 2902.453613
	Iteration 4Q: 3 clusters Score -925143.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -925269.437500 Penalty: 2902.453613
	Iteration 5Q: 3 clusters Score -925269.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -925389.000000 Penalty: 2902.453613
	Iteration 6Q: 3 clusters Score -925389 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -925520.437500 Penalty: 2902.453613
	Iteration 7Q: 3 clusters Score -925520.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -925627.562500 Penalty: 2902.453613
	Iteration 8Q: 3 clusters Score -925627.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -925756.562500 Penalty: 2902.453613
	Iteration 9Q: 3 clusters Score -925756.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -925887.062500 Penalty: 2902.453613
	Iteration 10Q: 3 clusters Score -925887.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -926042.625000 Penalty: 2902.453613
	Iteration 11Q: 3 clusters Score -926042.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -926219.562500 Penalty: 2902.453613
	Iteration 12Q: 3 clusters Score -926219.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -926429.625000 Penalty: 2902.453613
	Iteration 13Q: 3 clusters Score -926429.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -926650.187500 Penalty: 2902.453613
	Iteration 14Q: 3 clusters Score -926650.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -926844.812500 Penalty: 2902.453613
	Iteration 15Q: 3 clusters Score -926844.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -927012.937500 Penalty: 2902.453613
	Iteration 16Q: 3 clusters Score -927012.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -927124.687500 Penalty: 2902.453613
	Iteration 17Q: 3 clusters Score -927124.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -927208.937500 Penalty: 2902.453613
	Iteration 18Q: 3 clusters Score -927208.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -927272.875000 Penalty: 2902.453613
	Iteration 19Q: 3 clusters Score -927272.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -927319.937500 Penalty: 2902.453613
	Iteration 20F: 3 clusters Score -927319.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -927356.312500 Penalty: 2902.453613
	Iteration 21Q: 3 clusters Score -927356.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -927372.687500 Penalty: 2902.453613
	Iteration 22Q: 3 clusters Score -927372.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -927383.875000 Penalty: 2902.453613
	Iteration 23Q: 3 clusters Score -927383.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -927389.250000 Penalty: 2902.453613
	Iteration 24Q: 3 clusters Score -927389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -927396.062500 Penalty: 2902.453613
	Iteration 25Q: 3 clusters Score -927396.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -927403.375000 Penalty: 2902.453613
	Iteration 26Q: 3 clusters Score -927403.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -927409.437500 Penalty: 2902.453613
	Iteration 27Q: 3 clusters Score -927409.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -927418.750000 Penalty: 2902.453613
	Iteration 28Q: 3 clusters Score -927418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -927425.562500 Penalty: 2902.453613
	Iteration 29Q: 3 clusters Score -927425.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -927431.875000 Penalty: 2902.453613
	Iteration 30Q: 3 clusters Score -927431.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -927440.937500 Penalty: 2902.453613
	Iteration 31Q: 3 clusters Score -927440.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -927443.625000 Penalty: 2902.453613
	Iteration 32Q: 3 clusters Score -927443.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -927448.812500 Penalty: 2902.453613
	Iteration 33Q: 3 clusters Score -927448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -927451.187500 Penalty: 2902.453613
	Iteration 34Q: 3 clusters Score -927451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -927453.312500 Penalty: 2902.453613
	Iteration 35Q: 3 clusters Score -927453.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -927457.750000 Penalty: 2902.453613
	Iteration 36Q: 3 clusters Score -927457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -927459.875000 Penalty: 2902.453613
	Iteration 37Q: 3 clusters Score -927459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -927462.937500 Penalty: 2902.453613
	Iteration 38Q: 3 clusters Score -927462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -927466.312500 Penalty: 2902.453613
	Iteration 39Q: 3 clusters Score -927466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -927466.375000 Penalty: 2902.453613
	Iteration 40F: 3 clusters Score -927466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -927465.187500 Penalty: 2902.453613
	Iteration 41Q: 3 clusters Score -927465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -927468.812500 Penalty: 2902.453613
	Iteration 42Q: 3 clusters Score -927468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -927470.312500 Penalty: 2902.453613
	Iteration 43Q: 3 clusters Score -927470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -927469.875000 Penalty: 2902.453613
	Iteration 44Q: 3 clusters Score -927469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -927470.687500 Penalty: 2902.453613
	Iteration 45Q: 3 clusters Score -927470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -927470.687500 Penalty: 2902.453613
	Iteration 46F: 3 clusters Score -927470.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -95752.289062 Penalty: 1100.625610
	Iteration 0F: 2 clusters Score -95752.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94461.273438 Penalty: 2201.251221
	Iteration 0F: 3 clusters Score -94461.27 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94932.648438 Penalty: 2201.251221
	Iteration 1F: 3 clusters Score -94932.65 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95155.218750 Penalty: 2201.251221
	Iteration 2F: 3 clusters Score -95155.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95263.523438 Penalty: 2201.251221
	Iteration 3F: 3 clusters Score -95263.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95354.421875 Penalty: 2201.251221
	Iteration 4Q: 3 clusters Score -95354.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95435.257812 Penalty: 2201.251221
	Iteration 5Q: 3 clusters Score -95435.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95474.273438 Penalty: 2201.251221
	Iteration 6Q: 3 clusters Score -95474.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95500.531250 Penalty: 2201.251221
	Iteration 7Q: 3 clusters Score -95500.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95519.429688 Penalty: 2201.251221
	Iteration 8Q: 3 clusters Score -95519.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95527.804688 Penalty: 2201.251221
	Iteration 9Q: 3 clusters Score -95527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95530.867188 Penalty: 2201.251221
	Iteration 10Q: 3 clusters Score -95530.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95530.867188 Penalty: 2201.251221
	Iteration 11F: 3 clusters Score -95530.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Entering Unmasked Estep 
Score: -2147458.750000 Penalty: 1587.459839
	Iteration 0F: 2 clusters Score -2147459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2135458.750000 Penalty: 3174.919678
	Iteration 0F: 3 clusters Score -2135459 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2139738.750000 Penalty: 3174.919678
	Iteration 1F: 3 clusters Score -2139739 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2140170.750000 Penalty: 3174.919678
	Iteration 2F: 3 clusters Score -2140171 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2140668.000000 Penalty: 3174.919678
	Iteration 3F: 3 clusters Score -2140668 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2141221.750000 Penalty: 3174.919678
	Iteration 4F: 3 clusters Score -2141222 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2141918.750000 Penalty: 3174.919678
	Iteration 5F: 3 clusters Score -2141919 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2142761.750000 Penalty: 3174.919678
	Iteration 6F: 3 clusters Score -2142762 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2143708.000000 Penalty: 3174.919678
	Iteration 7F: 3 clusters Score -2143708 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2144652.750000 Penalty: 3174.919678
	Iteration 8F: 3 clusters Score -2144653 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2145363.250000 Penalty: 3174.919678
	Iteration 9Q: 3 clusters Score -2145363 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2145750.250000 Penalty: 3174.919678
	Iteration 10Q: 3 clusters Score -2145750 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2145954.500000 Penalty: 3174.919678
	Iteration 11Q: 3 clusters Score -2145954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2146062.250000 Penalty: 3174.919678
	Iteration 12Q: 3 clusters Score -2146062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2146137.500000 Penalty: 3174.919678
	Iteration 13Q: 3 clusters Score -2146138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2146193.250000 Penalty: 3174.919678
	Iteration 14Q: 3 clusters Score -2146193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2146232.000000 Penalty: 3174.919678
	Iteration 15Q: 3 clusters Score -2146232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2146258.500000 Penalty: 3174.919678
	Iteration 16Q: 3 clusters Score -2146258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2146274.750000 Penalty: 3174.919678
	Iteration 17Q: 3 clusters Score -2146275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2146289.750000 Penalty: 3174.919678
	Iteration 18Q: 3 clusters Score -2146290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2146310.250000 Penalty: 3174.919678
	Iteration 19Q: 3 clusters Score -2146310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2146320.750000 Penalty: 3174.919678
	Iteration 20F: 3 clusters Score -2146321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2146334.000000 Penalty: 3174.919678
	Iteration 21Q: 3 clusters Score -2146334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2146355.750000 Penalty: 3174.919678
	Iteration 22Q: 3 clusters Score -2146356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2146373.750000 Penalty: 3174.919678
	Iteration 23Q: 3 clusters Score -2146374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2146387.750000 Penalty: 3174.919678
	Iteration 24Q: 3 clusters Score -2146388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2146396.000000 Penalty: 3174.919678
	Iteration 25Q: 3 clusters Score -2146396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2146399.250000 Penalty: 3174.919678
	Iteration 26Q: 3 clusters Score -2146399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2146399.250000 Penalty: 3174.919678
	Iteration 27F: 3 clusters Score -2146399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26992.275391 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -26992.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26196.667969 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -26196.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26299.312500 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -26299.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26324.054688 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -26324.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26336.320312 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -26336.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26342.181641 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -26342.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26346.066406 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -26346.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26348.025391 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -26348.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26348.025391 Penalty: 1790.551270
	Iteration 7F: 3 clusters Score -26348.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -19834.113281 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -19834.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19076.613281 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -19076.61 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19637.521484 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -19637.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19789.380859 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -19789.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19821.439453 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -19821.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19855.041016 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -19855.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19908.556641 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -19908.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19947.435547 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -19947.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19990.306641 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -19990.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19993.039062 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -19993.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19994.982422 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -19994.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19998.876953 Penalty: 1936.488037
	Iteration 10F: 3 clusters Score -19998.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20006.169922 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -20006.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20033.386719 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -20033.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20033.386719 Penalty: 1936.488037
	Iteration 13F: 3 clusters Score -20033.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107445 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115552 members 
Mstep: Class 7 contains 105350 members 
Mstep: Class 8 contains 78425 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 37194 members 
Mstep: Class 17 contains 102185 members 
Mstep: Class 18 contains 81165 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113730 members 
Mstep: Class 23 contains 107648 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58837 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26236 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2517 members 
Mstep: Class 31 contains 114145 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 102 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 285 members 
Mstep: Class 41 contains 2235 members 
Entering Unmasked Estep 
Score: -141729776.000000 Penalty: 93015.281250
Splitting cluster 37 changes total score from -141731280.000000 to -141729776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -19220.345703 Penalty: 915.071899
	Iteration 0F: 2 clusters Score -19220.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18524.937500 Penalty: 1830.143799
	Iteration 0F: 3 clusters Score -18524.94 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18736.529297 Penalty: 1830.143799
	Iteration 1F: 3 clusters Score -18736.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18801.251953 Penalty: 1830.143799
	Iteration 2F: 3 clusters Score -18801.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18833.449219 Penalty: 1830.143799
	Iteration 3Q: 3 clusters Score -18833.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18853.730469 Penalty: 1830.143799
	Iteration 4Q: 3 clusters Score -18853.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18880.542969 Penalty: 1830.143799
	Iteration 5Q: 3 clusters Score -18880.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18903.849609 Penalty: 1830.143799
	Iteration 6Q: 3 clusters Score -18903.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18907.044922 Penalty: 1830.143799
	Iteration 7Q: 3 clusters Score -18907.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18909.867188 Penalty: 1830.143799
	Iteration 8Q: 3 clusters Score -18909.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18913.886719 Penalty: 1830.143799
	Iteration 9Q: 3 clusters Score -18913.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18915.048828 Penalty: 1830.143799
	Iteration 10Q: 3 clusters Score -18915.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18915.048828 Penalty: 1830.143799
	Iteration 11F: 3 clusters Score -18915.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -634998.687500 Penalty: 1399.354492
	Iteration 0F: 2 clusters Score -634998.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -630704.875000 Penalty: 2798.708984
	Iteration 0F: 3 clusters Score -630704.9 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -632136.437500 Penalty: 2798.708984
	Iteration 1F: 3 clusters Score -632136.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -632399.375000 Penalty: 2798.708984
	Iteration 2F: 3 clusters Score -632399.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -632584.875000 Penalty: 2798.708984
	Iteration 3F: 3 clusters Score -632584.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -632721.937500 Penalty: 2798.708984
	Iteration 4Q: 3 clusters Score -632721.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -632817.750000 Penalty: 2798.708984
	Iteration 5Q: 3 clusters Score -632817.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -632894.250000 Penalty: 2798.708984
	Iteration 6Q: 3 clusters Score -632894.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -632968.625000 Penalty: 2798.708984
	Iteration 7Q: 3 clusters Score -632968.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -633041.375000 Penalty: 2798.708984
	Iteration 8Q: 3 clusters Score -633041.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -633118.187500 Penalty: 2798.708984
	Iteration 9Q: 3 clusters Score -633118.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -633187.062500 Penalty: 2798.708984
	Iteration 10Q: 3 clusters Score -633187.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -633274.125000 Penalty: 2798.708984
	Iteration 11Q: 3 clusters Score -633274.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -633378.125000 Penalty: 2798.708984
	Iteration 12Q: 3 clusters Score -633378.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -633485.937500 Penalty: 2798.708984
	Iteration 13Q: 3 clusters Score -633485.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -633605.937500 Penalty: 2798.708984
	Iteration 14Q: 3 clusters Score -633605.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -633708.562500 Penalty: 2798.708984
	Iteration 15Q: 3 clusters Score -633708.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -633784.562500 Penalty: 2798.708984
	Iteration 16Q: 3 clusters Score -633784.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -633874.312500 Penalty: 2798.708984
	Iteration 17Q: 3 clusters Score -633874.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -633942.875000 Penalty: 2798.708984
	Iteration 18Q: 3 clusters Score -633942.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -633990.125000 Penalty: 2798.708984
	Iteration 19Q: 3 clusters Score -633990.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -634021.312500 Penalty: 2798.708984
	Iteration 20F: 3 clusters Score -634021.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -634052.437500 Penalty: 2798.708984
	Iteration 21Q: 3 clusters Score -634052.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -634074.562500 Penalty: 2798.708984
	Iteration 22Q: 3 clusters Score -634074.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -634092.000000 Penalty: 2798.708984
	Iteration 23Q: 3 clusters Score -634092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -634104.250000 Penalty: 2798.708984
	Iteration 24Q: 3 clusters Score -634104.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -634117.562500 Penalty: 2798.708984
	Iteration 25Q: 3 clusters Score -634117.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -634127.562500 Penalty: 2798.708984
	Iteration 26Q: 3 clusters Score -634127.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -634136.562500 Penalty: 2798.708984
	Iteration 27Q: 3 clusters Score -634136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -634145.812500 Penalty: 2798.708984
	Iteration 28Q: 3 clusters Score -634145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -634166.250000 Penalty: 2798.708984
	Iteration 29Q: 3 clusters Score -634166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -634186.375000 Penalty: 2798.708984
	Iteration 30Q: 3 clusters Score -634186.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -634202.437500 Penalty: 2798.708984
	Iteration 31Q: 3 clusters Score -634202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -634215.687500 Penalty: 2798.708984
	Iteration 32Q: 3 clusters Score -634215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -634221.937500 Penalty: 2798.708984
	Iteration 33Q: 3 clusters Score -634221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -634227.375000 Penalty: 2798.708984
	Iteration 34Q: 3 clusters Score -634227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -634234.312500 Penalty: 2798.708984
	Iteration 35Q: 3 clusters Score -634234.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -634244.187500 Penalty: 2798.708984
	Iteration 36Q: 3 clusters Score -634244.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -634250.312500 Penalty: 2798.708984
	Iteration 37Q: 3 clusters Score -634250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -634252.812500 Penalty: 2798.708984
	Iteration 38Q: 3 clusters Score -634252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -634256.750000 Penalty: 2798.708984
	Iteration 39Q: 3 clusters Score -634256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -634259.187500 Penalty: 2798.708984
	Iteration 40F: 3 clusters Score -634259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -634260.062500 Penalty: 2798.708984
	Iteration 41Q: 3 clusters Score -634260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -634262.312500 Penalty: 2798.708984
	Iteration 42Q: 3 clusters Score -634262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -634263.625000 Penalty: 2798.708984
	Iteration 43Q: 3 clusters Score -634263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -634264.750000 Penalty: 2798.708984
	Iteration 44Q: 3 clusters Score -634264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -634264.750000 Penalty: 2798.708984
	Iteration 45F: 3 clusters Score -634264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -276734.718750 Penalty: 1253.199463
	Iteration 0F: 2 clusters Score -276734.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -274513.781250 Penalty: 2506.398926
	Iteration 0F: 3 clusters Score -274513.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -275018.375000 Penalty: 2506.398926
	Iteration 1F: 3 clusters Score -275018.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -275124.500000 Penalty: 2506.398926
	Iteration 2F: 3 clusters Score -275124.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -275187.718750 Penalty: 2506.398926
	Iteration 3Q: 3 clusters Score -275187.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -275225.968750 Penalty: 2506.398926
	Iteration 4Q: 3 clusters Score -275226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -275245.062500 Penalty: 2506.398926
	Iteration 5Q: 3 clusters Score -275245.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275265.125000 Penalty: 2506.398926
	Iteration 6Q: 3 clusters Score -275265.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -275282.125000 Penalty: 2506.398926
	Iteration 7Q: 3 clusters Score -275282.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -275294.968750 Penalty: 2506.398926
	Iteration 8Q: 3 clusters Score -275295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -275306.062500 Penalty: 2506.398926
	Iteration 9Q: 3 clusters Score -275306.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275318.375000 Penalty: 2506.398926
	Iteration 10Q: 3 clusters Score -275318.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275328.593750 Penalty: 2506.398926
	Iteration 11Q: 3 clusters Score -275328.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -275336.343750 Penalty: 2506.398926
	Iteration 12Q: 3 clusters Score -275336.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -275343.375000 Penalty: 2506.398926
	Iteration 13Q: 3 clusters Score -275343.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -275348.906250 Penalty: 2506.398926
	Iteration 14Q: 3 clusters Score -275348.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -275355.343750 Penalty: 2506.398926
	Iteration 15Q: 3 clusters Score -275355.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -275360.062500 Penalty: 2506.398926
	Iteration 16Q: 3 clusters Score -275360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -275368.875000 Penalty: 2506.398926
	Iteration 17Q: 3 clusters Score -275368.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -275377.093750 Penalty: 2506.398926
	Iteration 18Q: 3 clusters Score -275377.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -275385.656250 Penalty: 2506.398926
	Iteration 19Q: 3 clusters Score -275385.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -275394.062500 Penalty: 2506.398926
	Iteration 20F: 3 clusters Score -275394.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -275398.968750 Penalty: 2506.398926
	Iteration 21Q: 3 clusters Score -275399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -275403.375000 Penalty: 2506.398926
	Iteration 22Q: 3 clusters Score -275403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -275408.093750 Penalty: 2506.398926
	Iteration 23Q: 3 clusters Score -275408.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -275417.406250 Penalty: 2506.398926
	Iteration 24Q: 3 clusters Score -275417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -275427.375000 Penalty: 2506.398926
	Iteration 25Q: 3 clusters Score -275427.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -275432.406250 Penalty: 2506.398926
	Iteration 26Q: 3 clusters Score -275432.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -275440.625000 Penalty: 2506.398926
	Iteration 27Q: 3 clusters Score -275440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -275444.843750 Penalty: 2506.398926
	Iteration 28Q: 3 clusters Score -275444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -275448.250000 Penalty: 2506.398926
	Iteration 29Q: 3 clusters Score -275448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -275451.125000 Penalty: 2506.398926
	Iteration 30Q: 3 clusters Score -275451.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -275454.406250 Penalty: 2506.398926
	Iteration 31Q: 3 clusters Score -275454.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -275457.062500 Penalty: 2506.398926
	Iteration 32Q: 3 clusters Score -275457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -275460.968750 Penalty: 2506.398926
	Iteration 33Q: 3 clusters Score -275461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -275467.031250 Penalty: 2506.398926
	Iteration 34Q: 3 clusters Score -275467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -275472.843750 Penalty: 2506.398926
	Iteration 35Q: 3 clusters Score -275472.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -275480.781250 Penalty: 2506.398926
	Iteration 36Q: 3 clusters Score -275480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -275485.343750 Penalty: 2506.398926
	Iteration 37Q: 3 clusters Score -275485.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -275487.562500 Penalty: 2506.398926
	Iteration 38Q: 3 clusters Score -275487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -275493.437500 Penalty: 2506.398926
	Iteration 39Q: 3 clusters Score -275493.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -275496.906250 Penalty: 2506.398926
	Iteration 40F: 3 clusters Score -275496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -275499.625000 Penalty: 2506.398926
	Iteration 41Q: 3 clusters Score -275499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -275504.375000 Penalty: 2506.398926
	Iteration 42Q: 3 clusters Score -275504.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -275510.562500 Penalty: 2506.398926
	Iteration 43Q: 3 clusters Score -275510.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -275514.968750 Penalty: 2506.398926
	Iteration 44Q: 3 clusters Score -275515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -275519.812500 Penalty: 2506.398926
	Iteration 45Q: 3 clusters Score -275519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -275521.093750 Penalty: 2506.398926
	Iteration 46Q: 3 clusters Score -275521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -275522.343750 Penalty: 2506.398926
	Iteration 47Q: 3 clusters Score -275522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -275523.750000 Penalty: 2506.398926
	Iteration 48Q: 3 clusters Score -275523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -275524.531250 Penalty: 2506.398926
	Iteration 49Q: 3 clusters Score -275524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -275528.500000 Penalty: 2506.398926
	Iteration 50Q: 3 clusters Score -275528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275534.031250 Penalty: 2506.398926
	Iteration 51Q: 3 clusters Score -275534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -275541.156250 Penalty: 2506.398926
	Iteration 52Q: 3 clusters Score -275541.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275549.000000 Penalty: 2506.398926
	Iteration 53Q: 3 clusters Score -275549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -275553.906250 Penalty: 2506.398926
	Iteration 54Q: 3 clusters Score -275553.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -275564.593750 Penalty: 2506.398926
	Iteration 55Q: 3 clusters Score -275564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -275571.375000 Penalty: 2506.398926
	Iteration 56Q: 3 clusters Score -275571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -275574.875000 Penalty: 2506.398926
	Iteration 57Q: 3 clusters Score -275574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -275578.875000 Penalty: 2506.398926
	Iteration 58Q: 3 clusters Score -275578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -275580.750000 Penalty: 2506.398926
	Iteration 59Q: 3 clusters Score -275580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -275581.625000 Penalty: 2506.398926
	Iteration 60F: 3 clusters Score -275581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -275581.812500 Penalty: 2506.398926
	Iteration 61Q: 3 clusters Score -275581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -275582.687500 Penalty: 2506.398926
	Iteration 62Q: 3 clusters Score -275582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -275585.625000 Penalty: 2506.398926
	Iteration 63Q: 3 clusters Score -275585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -275587.093750 Penalty: 2506.398926
	Iteration 64Q: 3 clusters Score -275587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -275589.625000 Penalty: 2506.398926
	Iteration 65Q: 3 clusters Score -275589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -275592.437500 Penalty: 2506.398926
	Iteration 66Q: 3 clusters Score -275592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -275593.343750 Penalty: 2506.398926
	Iteration 67Q: 3 clusters Score -275593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -275595.687500 Penalty: 2506.398926
	Iteration 68Q: 3 clusters Score -275595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -275598.406250 Penalty: 2506.398926
	Iteration 69Q: 3 clusters Score -275598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -275601.156250 Penalty: 2506.398926
	Iteration 70Q: 3 clusters Score -275601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -275604.593750 Penalty: 2506.398926
	Iteration 71Q: 3 clusters Score -275604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -275605.812500 Penalty: 2506.398926
	Iteration 72Q: 3 clusters Score -275605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -275606.937500 Penalty: 2506.398926
	Iteration 73Q: 3 clusters Score -275606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -275607.843750 Penalty: 2506.398926
	Iteration 74Q: 3 clusters Score -275607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275609.906250 Penalty: 2506.398926
	Iteration 75Q: 3 clusters Score -275609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -275611.000000 Penalty: 2506.398926
	Iteration 76Q: 3 clusters Score -275611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -275613.781250 Penalty: 2506.398926
	Iteration 77Q: 3 clusters Score -275613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -275613.875000 Penalty: 2506.398926
	Iteration 78Q: 3 clusters Score -275613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -275614.781250 Penalty: 2506.398926
	Iteration 79Q: 3 clusters Score -275614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -275614.656250 Penalty: 2506.398926
	Iteration 80F: 3 clusters Score -275614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107445 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115552 members 
Mstep: Class 7 contains 105350 members 
Mstep: Class 8 contains 78425 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 37194 members 
Mstep: Class 17 contains 102185 members 
Mstep: Class 18 contains 81165 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113730 members 
Mstep: Class 23 contains 107648 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58837 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26236 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 2517 members 
Mstep: Class 31 contains 114145 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 41 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731248.000000 Penalty: 90746.617188
Iteration 199Q: 41 clusters Score -1.417312e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107284 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115369 members 
Mstep: Class 7 contains 105336 members 
Mstep: Class 8 contains 78593 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 3248 members 
Mstep: Class 16 contains 37246 members 
Mstep: Class 17 contains 102183 members 
Mstep: Class 18 contains 81267 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113867 members 
Mstep: Class 23 contains 107630 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58867 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26163 members 
Mstep: Class 28 contains 15794 members 
Mstep: Class 29 contains 1950 members 
Mstep: Class 30 contains 2511 members 
Mstep: Class 31 contains 114176 members 
Mstep: Class 32 contains 7889 members 
Mstep: Class 33 contains 7560 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17470 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 41 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731600.000000 Penalty: 90746.617188
Iteration 200F: 41 clusters Score -1.417316e+08 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107163 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115168 members 
Mstep: Class 7 contains 105304 members 
Mstep: Class 8 contains 78753 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6184 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 14608 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 3250 members 
Mstep: Class 16 contains 37293 members 
Mstep: Class 17 contains 102207 members 
Mstep: Class 18 contains 81362 members 
Mstep: Class 19 contains 2020 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 113981 members 
Mstep: Class 23 contains 107627 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58889 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26103 members 
Mstep: Class 28 contains 15758 members 
Mstep: Class 29 contains 1953 members 
Mstep: Class 30 contains 2507 members 
Mstep: Class 31 contains 114198 members 
Mstep: Class 32 contains 7885 members 
Mstep: Class 33 contains 7572 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17457 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 41 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731680.000000 Penalty: 90746.617188
Iteration 201Q: 41 clusters Score -1.417317e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 107009 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 115010 members 
Mstep: Class 7 contains 105284 members 
Mstep: Class 8 contains 78898 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 7367 members 
Mstep: Class 15 contains 3252 members 
Mstep: Class 16 contains 37359 members 
Mstep: Class 17 contains 102264 members 
Mstep: Class 18 contains 81457 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114139 members 
Mstep: Class 23 contains 107617 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58876 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 26015 members 
Mstep: Class 28 contains 15726 members 
Mstep: Class 29 contains 1955 members 
Mstep: Class 30 contains 2498 members 
Mstep: Class 31 contains 114205 members 
Mstep: Class 32 contains 7885 members 
Mstep: Class 33 contains 7570 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17445 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 41 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731984.000000 Penalty: 90746.617188
Iteration 202Q: 41 clusters Score -1.41732e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106864 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 114869 members 
Mstep: Class 7 contains 105263 members 
Mstep: Class 8 contains 79039 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6189 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 14567 members 
Mstep: Class 14 contains 7373 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 16 contains 37418 members 
Mstep: Class 17 contains 102301 members 
Mstep: Class 18 contains 81562 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 1308 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114306 members 
Mstep: Class 23 contains 107584 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58873 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25913 members 
Mstep: Class 28 contains 15693 members 
Mstep: Class 29 contains 1958 members 
Mstep: Class 30 contains 2491 members 
Mstep: Class 31 contains 114187 members 
Mstep: Class 32 contains 7888 members 
Mstep: Class 33 contains 7573 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 41 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732240.000000 Penalty: 90746.617188
Iteration 203Q: 41 clusters Score -1.417322e+08 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106741 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 114690 members 
Mstep: Class 7 contains 105229 members 
Mstep: Class 8 contains 79183 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 14548 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 37481 members 
Mstep: Class 17 contains 102314 members 
Mstep: Class 18 contains 81674 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1308 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114455 members 
Mstep: Class 23 contains 107593 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58878 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25809 members 
Mstep: Class 28 contains 15657 members 
Mstep: Class 29 contains 1958 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 114199 members 
Mstep: Class 32 contains 7888 members 
Mstep: Class 33 contains 7579 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17434 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 41 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732272.000000 Penalty: 90746.617188
Iteration 204Q: 41 clusters Score -1.417323e+08 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106574 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 114437 members 
Mstep: Class 7 contains 105190 members 
Mstep: Class 8 contains 79351 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6196 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 14540 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 3249 members 
Mstep: Class 16 contains 37540 members 
Mstep: Class 17 contains 102333 members 
Mstep: Class 18 contains 81804 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114614 members 
Mstep: Class 23 contains 107614 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58912 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25726 members 
Mstep: Class 28 contains 15622 members 
Mstep: Class 29 contains 1958 members 
Mstep: Class 30 contains 2465 members 
Mstep: Class 31 contains 114199 members 
Mstep: Class 32 contains 7887 members 
Mstep: Class 33 contains 7581 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 17419 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 41 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732656.000000 Penalty: 90746.617188
Iteration 205Q: 41 clusters Score -1.417327e+08 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106454 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 114179 members 
Mstep: Class 7 contains 105182 members 
Mstep: Class 8 contains 79515 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6415 members 
Mstep: Class 13 contains 14522 members 
Mstep: Class 14 contains 7371 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 16 contains 37604 members 
Mstep: Class 17 contains 102347 members 
Mstep: Class 18 contains 81936 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114718 members 
Mstep: Class 23 contains 107663 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58937 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25637 members 
Mstep: Class 28 contains 15592 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 2446 members 
Mstep: Class 31 contains 114162 members 
Mstep: Class 32 contains 7891 members 
Mstep: Class 33 contains 7595 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17408 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 41 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732240.000000 Penalty: 90746.617188
Iteration 206Q: 41 clusters Score -1.417322e+08 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106402 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 113860 members 
Mstep: Class 7 contains 105159 members 
Mstep: Class 8 contains 79710 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6208 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 14515 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 37660 members 
Mstep: Class 17 contains 102347 members 
Mstep: Class 18 contains 82060 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114822 members 
Mstep: Class 23 contains 107722 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 58980 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25567 members 
Mstep: Class 28 contains 15569 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 2426 members 
Mstep: Class 31 contains 114079 members 
Mstep: Class 32 contains 7894 members 
Mstep: Class 33 contains 7601 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17397 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5486 members 
Mstep: Class 41 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732448.000000 Penalty: 90746.617188
Iteration 207Q: 41 clusters Score -1.417324e+08 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106382 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 113631 members 
Mstep: Class 7 contains 105134 members 
Mstep: Class 8 contains 79924 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6215 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 14518 members 
Mstep: Class 14 contains 7369 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 16 contains 37713 members 
Mstep: Class 17 contains 102358 members 
Mstep: Class 18 contains 82172 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 1312 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114803 members 
Mstep: Class 23 contains 107777 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59045 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25509 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 1967 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 113988 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 7585 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17373 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5483 members 
Mstep: Class 41 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732624.000000 Penalty: 90746.617188
Iteration 208Q: 41 clusters Score -1.417326e+08 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106414 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 113390 members 
Mstep: Class 7 contains 105114 members 
Mstep: Class 8 contains 80154 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6216 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6414 members 
Mstep: Class 13 contains 14525 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 37757 members 
Mstep: Class 17 contains 102330 members 
Mstep: Class 18 contains 82304 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114809 members 
Mstep: Class 23 contains 107747 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59116 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25439 members 
Mstep: Class 28 contains 15517 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 2380 members 
Mstep: Class 31 contains 113912 members 
Mstep: Class 32 contains 7900 members 
Mstep: Class 33 contains 7569 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17362 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5475 members 
Mstep: Class 41 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732896.000000 Penalty: 90746.617188
Iteration 209Q: 41 clusters Score -1.417329e+08 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106444 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 113088 members 
Mstep: Class 7 contains 105104 members 
Mstep: Class 8 contains 80363 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6221 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 7372 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 37803 members 
Mstep: Class 17 contains 102303 members 
Mstep: Class 18 contains 82420 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 1316 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114817 members 
Mstep: Class 23 contains 107762 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59167 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25362 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 2366 members 
Mstep: Class 31 contains 113855 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 7564 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17369 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5470 members 
Mstep: Class 41 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733200.000000 Penalty: 90746.617188
Iteration 210Q: 41 clusters Score -1.417332e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106486 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 112789 members 
Mstep: Class 7 contains 105094 members 
Mstep: Class 8 contains 80612 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6229 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6430 members 
Mstep: Class 13 contains 14543 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 37864 members 
Mstep: Class 17 contains 102287 members 
Mstep: Class 18 contains 82544 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1317 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114886 members 
Mstep: Class 23 contains 107641 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59239 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25270 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 1982 members 
Mstep: Class 30 contains 2344 members 
Mstep: Class 31 contains 113826 members 
Mstep: Class 32 contains 7904 members 
Mstep: Class 33 contains 7559 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17355 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5460 members 
Mstep: Class 41 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732832.000000 Penalty: 90746.617188
Iteration 211Q: 41 clusters Score -1.417328e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106478 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 112519 members 
Mstep: Class 7 contains 105072 members 
Mstep: Class 8 contains 80888 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 14543 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 37916 members 
Mstep: Class 17 contains 102251 members 
Mstep: Class 18 contains 82656 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114932 members 
Mstep: Class 23 contains 107574 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59301 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25197 members 
Mstep: Class 28 contains 15325 members 
Mstep: Class 29 contains 1983 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 113802 members 
Mstep: Class 32 contains 7903 members 
Mstep: Class 33 contains 7558 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17340 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5457 members 
Mstep: Class 41 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733232.000000 Penalty: 90746.617188
Iteration 212Q: 41 clusters Score -1.417332e+08 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106515 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 112306 members 
Mstep: Class 7 contains 105045 members 
Mstep: Class 8 contains 81133 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6249 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 6441 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 37956 members 
Mstep: Class 17 contains 102125 members 
Mstep: Class 18 contains 82796 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114953 members 
Mstep: Class 23 contains 107558 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59339 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25122 members 
Mstep: Class 28 contains 15269 members 
Mstep: Class 29 contains 1984 members 
Mstep: Class 30 contains 2310 members 
Mstep: Class 31 contains 113788 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 7555 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17321 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5439 members 
Mstep: Class 41 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733616.000000 Penalty: 90746.617188
Iteration 213Q: 41 clusters Score -1.417336e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106534 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 112112 members 
Mstep: Class 7 contains 105034 members 
Mstep: Class 8 contains 81375 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 14528 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 37999 members 
Mstep: Class 17 contains 101954 members 
Mstep: Class 18 contains 82944 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1318 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114941 members 
Mstep: Class 23 contains 107589 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59363 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 25025 members 
Mstep: Class 28 contains 15212 members 
Mstep: Class 29 contains 1990 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 113777 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 7558 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17317 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5423 members 
Mstep: Class 41 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733712.000000 Penalty: 90746.617188
Iteration 214Q: 41 clusters Score -1.417337e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106571 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 111929 members 
Mstep: Class 7 contains 105025 members 
Mstep: Class 8 contains 81618 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6270 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 14521 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 16 contains 38038 members 
Mstep: Class 17 contains 101759 members 
Mstep: Class 18 contains 83086 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 1318 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 114956 members 
Mstep: Class 23 contains 107604 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59434 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24933 members 
Mstep: Class 28 contains 15139 members 
Mstep: Class 29 contains 1991 members 
Mstep: Class 30 contains 2284 members 
Mstep: Class 31 contains 113759 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 7550 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17304 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5417 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734080.000000 Penalty: 90746.617188
Iteration 215Q: 41 clusters Score -1.417341e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106564 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 111733 members 
Mstep: Class 7 contains 105006 members 
Mstep: Class 8 contains 81890 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6281 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 38077 members 
Mstep: Class 17 contains 101541 members 
Mstep: Class 18 contains 83232 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 1316 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 114976 members 
Mstep: Class 23 contains 107671 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59486 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24843 members 
Mstep: Class 28 contains 15065 members 
Mstep: Class 29 contains 1994 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 113763 members 
Mstep: Class 32 contains 7917 members 
Mstep: Class 33 contains 7547 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 17289 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5404 members 
Mstep: Class 41 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734160.000000 Penalty: 90746.617188
Iteration 216Q: 41 clusters Score -1.417342e+08 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106592 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 111435 members 
Mstep: Class 7 contains 104999 members 
Mstep: Class 8 contains 82167 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6466 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 38109 members 
Mstep: Class 17 contains 101324 members 
Mstep: Class 18 contains 83364 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115068 members 
Mstep: Class 23 contains 107730 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59553 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24742 members 
Mstep: Class 28 contains 15007 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 2264 members 
Mstep: Class 31 contains 113765 members 
Mstep: Class 32 contains 7920 members 
Mstep: Class 33 contains 7535 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 17273 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5387 members 
Mstep: Class 41 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734192.000000 Penalty: 90746.617188
Iteration 217Q: 41 clusters Score -1.417342e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106593 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 111083 members 
Mstep: Class 7 contains 104998 members 
Mstep: Class 8 contains 82426 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 13 contains 14526 members 
Mstep: Class 14 contains 7383 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 38145 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 83493 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115156 members 
Mstep: Class 23 contains 107787 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59616 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24659 members 
Mstep: Class 28 contains 14950 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 2256 members 
Mstep: Class 31 contains 113779 members 
Mstep: Class 32 contains 7932 members 
Mstep: Class 33 contains 7530 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 17269 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5373 members 
Mstep: Class 41 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733824.000000 Penalty: 90746.617188
Iteration 218Q: 41 clusters Score -1.417338e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106561 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 110833 members 
Mstep: Class 7 contains 105002 members 
Mstep: Class 8 contains 82652 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6472 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 7383 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 38169 members 
Mstep: Class 17 contains 100951 members 
Mstep: Class 18 contains 83647 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115235 members 
Mstep: Class 23 contains 107813 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59691 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24580 members 
Mstep: Class 28 contains 14912 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 2244 members 
Mstep: Class 31 contains 113780 members 
Mstep: Class 32 contains 7935 members 
Mstep: Class 33 contains 7530 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 17260 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5365 members 
Mstep: Class 41 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733936.000000 Penalty: 90746.617188
Iteration 219Q: 41 clusters Score -1.417339e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106591 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 110519 members 
Mstep: Class 7 contains 105008 members 
Mstep: Class 8 contains 82878 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6473 members 
Mstep: Class 13 contains 14532 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 38184 members 
Mstep: Class 17 contains 100771 members 
Mstep: Class 18 contains 83790 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115335 members 
Mstep: Class 23 contains 107809 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59746 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24507 members 
Mstep: Class 28 contains 14869 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 2235 members 
Mstep: Class 31 contains 113804 members 
Mstep: Class 32 contains 7937 members 
Mstep: Class 33 contains 7530 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 17263 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5356 members 
Mstep: Class 41 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734352.000000 Penalty: 90746.617188
Iteration 220F: 41 clusters Score -1.417344e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106654 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 110295 members 
Mstep: Class 7 contains 105019 members 
Mstep: Class 8 contains 83092 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 14534 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 38224 members 
Mstep: Class 17 contains 100558 members 
Mstep: Class 18 contains 83941 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115396 members 
Mstep: Class 23 contains 107731 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59794 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24425 members 
Mstep: Class 28 contains 14765 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 2222 members 
Mstep: Class 31 contains 113811 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 17262 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5349 members 
Mstep: Class 41 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734992.000000 Penalty: 90746.617188
Iteration 221Q: 41 clusters Score -1.41735e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106695 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 110080 members 
Mstep: Class 7 contains 105017 members 
Mstep: Class 8 contains 83314 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 14538 members 
Mstep: Class 14 contains 7392 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 38289 members 
Mstep: Class 17 contains 100359 members 
Mstep: Class 18 contains 84087 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115435 members 
Mstep: Class 23 contains 107667 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59838 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24353 members 
Mstep: Class 28 contains 14654 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 2207 members 
Mstep: Class 31 contains 113816 members 
Mstep: Class 32 contains 7931 members 
Mstep: Class 33 contains 7527 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 17254 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5341 members 
Mstep: Class 41 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735280.000000 Penalty: 90746.617188
Iteration 222Q: 41 clusters Score -1.417353e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106732 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 109913 members 
Mstep: Class 7 contains 105005 members 
Mstep: Class 8 contains 83490 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6351 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 7403 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 38353 members 
Mstep: Class 17 contains 100212 members 
Mstep: Class 18 contains 84258 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115435 members 
Mstep: Class 23 contains 107609 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59870 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24293 members 
Mstep: Class 28 contains 14528 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 113799 members 
Mstep: Class 32 contains 7925 members 
Mstep: Class 33 contains 7524 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17232 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5326 members 
Mstep: Class 41 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735248.000000 Penalty: 90746.617188
Iteration 223Q: 41 clusters Score -1.417352e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106723 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 109743 members 
Mstep: Class 7 contains 105001 members 
Mstep: Class 8 contains 83646 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6466 members 
Mstep: Class 13 contains 14540 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 38408 members 
Mstep: Class 17 contains 100063 members 
Mstep: Class 18 contains 84437 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 1313 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115482 members 
Mstep: Class 23 contains 107563 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59934 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24226 members 
Mstep: Class 28 contains 14414 members 
Mstep: Class 29 contains 1999 members 
Mstep: Class 30 contains 2184 members 
Mstep: Class 31 contains 113792 members 
Mstep: Class 32 contains 7927 members 
Mstep: Class 33 contains 7510 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17211 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5309 members 
Mstep: Class 41 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735488.000000 Penalty: 90746.617188
Iteration 224Q: 41 clusters Score -1.417355e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106735 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 109528 members 
Mstep: Class 7 contains 105002 members 
Mstep: Class 8 contains 83817 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 7433 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 16 contains 38443 members 
Mstep: Class 17 contains 99859 members 
Mstep: Class 18 contains 84605 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115566 members 
Mstep: Class 23 contains 107501 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 59986 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24172 members 
Mstep: Class 28 contains 14314 members 
Mstep: Class 29 contains 2004 members 
Mstep: Class 30 contains 2180 members 
Mstep: Class 31 contains 113836 members 
Mstep: Class 32 contains 7924 members 
Mstep: Class 33 contains 7491 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17196 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5291 members 
Mstep: Class 41 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735776.000000 Penalty: 90746.617188
Iteration 225Q: 41 clusters Score -1.417358e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 106723 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 109305 members 
Mstep: Class 7 contains 104984 members 
Mstep: Class 8 contains 84010 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 14526 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 38495 members 
Mstep: Class 17 contains 99750 members 
Mstep: Class 18 contains 84782 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 1317 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115671 members 
Mstep: Class 23 contains 107413 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60018 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24095 members 
Mstep: Class 28 contains 14178 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 7921 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17194 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5284 members 
Mstep: Class 41 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735520.000000 Penalty: 90746.617188
Iteration 226Q: 41 clusters Score -1.417355e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106680 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 109098 members 
Mstep: Class 7 contains 104970 members 
Mstep: Class 8 contains 84221 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6386 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 14508 members 
Mstep: Class 14 contains 7458 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 38559 members 
Mstep: Class 17 contains 99602 members 
Mstep: Class 18 contains 84932 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 1318 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115782 members 
Mstep: Class 23 contains 107330 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60071 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 24031 members 
Mstep: Class 28 contains 14038 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 113864 members 
Mstep: Class 32 contains 7921 members 
Mstep: Class 33 contains 7461 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17186 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5273 members 
Mstep: Class 41 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735648.000000 Penalty: 90746.617188
Iteration 227Q: 41 clusters Score -1.417356e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106699 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 108850 members 
Mstep: Class 7 contains 104980 members 
Mstep: Class 8 contains 84381 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6496 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 7465 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 38651 members 
Mstep: Class 17 contains 99457 members 
Mstep: Class 18 contains 85073 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115837 members 
Mstep: Class 23 contains 107287 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60123 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23987 members 
Mstep: Class 28 contains 13905 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 113876 members 
Mstep: Class 32 contains 7922 members 
Mstep: Class 33 contains 7441 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17175 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5265 members 
Mstep: Class 41 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735632.000000 Penalty: 90746.617188
Iteration 228Q: 41 clusters Score -1.417356e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106635 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 108684 members 
Mstep: Class 7 contains 104955 members 
Mstep: Class 8 contains 84557 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 7476 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 38736 members 
Mstep: Class 17 contains 99304 members 
Mstep: Class 18 contains 85224 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 1322 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115857 members 
Mstep: Class 23 contains 107235 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60213 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23911 members 
Mstep: Class 28 contains 13812 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 113900 members 
Mstep: Class 32 contains 7920 members 
Mstep: Class 33 contains 7417 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17161 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5253 members 
Mstep: Class 41 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736160.000000 Penalty: 90746.617188
Iteration 229Q: 41 clusters Score -1.417362e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106627 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 108556 members 
Mstep: Class 7 contains 104928 members 
Mstep: Class 8 contains 84714 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6414 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 38822 members 
Mstep: Class 17 contains 99162 members 
Mstep: Class 18 contains 85362 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115827 members 
Mstep: Class 23 contains 107166 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60289 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23813 members 
Mstep: Class 28 contains 13738 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 113928 members 
Mstep: Class 32 contains 7921 members 
Mstep: Class 33 contains 7387 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17143 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5240 members 
Mstep: Class 41 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736320.000000 Penalty: 90746.617188
Iteration 230Q: 41 clusters Score -1.417363e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106645 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 108416 members 
Mstep: Class 7 contains 104884 members 
Mstep: Class 8 contains 84850 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 38917 members 
Mstep: Class 17 contains 99004 members 
Mstep: Class 18 contains 85524 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115793 members 
Mstep: Class 23 contains 107107 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60378 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23721 members 
Mstep: Class 28 contains 13660 members 
Mstep: Class 29 contains 2009 members 
Mstep: Class 30 contains 2158 members 
Mstep: Class 31 contains 113951 members 
Mstep: Class 32 contains 7920 members 
Mstep: Class 33 contains 7360 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17127 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5225 members 
Mstep: Class 41 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736144.000000 Penalty: 90746.617188
Iteration 231Q: 41 clusters Score -1.417361e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106641 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 108258 members 
Mstep: Class 7 contains 104854 members 
Mstep: Class 8 contains 85033 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 14472 members 
Mstep: Class 14 contains 7501 members 
Mstep: Class 15 contains 3276 members 
Mstep: Class 16 contains 38995 members 
Mstep: Class 17 contains 98823 members 
Mstep: Class 18 contains 85694 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 1326 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115736 members 
Mstep: Class 23 contains 107066 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60484 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23613 members 
Mstep: Class 28 contains 13569 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 2150 members 
Mstep: Class 31 contains 113972 members 
Mstep: Class 32 contains 7919 members 
Mstep: Class 33 contains 7330 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17131 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5213 members 
Mstep: Class 41 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736208.000000 Penalty: 90746.617188
Iteration 232Q: 41 clusters Score -1.417362e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106586 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 108142 members 
Mstep: Class 7 contains 104812 members 
Mstep: Class 8 contains 85215 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6460 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6547 members 
Mstep: Class 13 contains 14466 members 
Mstep: Class 14 contains 7502 members 
Mstep: Class 15 contains 3276 members 
Mstep: Class 16 contains 39070 members 
Mstep: Class 17 contains 98658 members 
Mstep: Class 18 contains 85871 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115697 members 
Mstep: Class 23 contains 107035 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60632 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23518 members 
Mstep: Class 28 contains 13450 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 113975 members 
Mstep: Class 32 contains 7922 members 
Mstep: Class 33 contains 7292 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17125 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5189 members 
Mstep: Class 41 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736368.000000 Penalty: 90746.617188
Iteration 233Q: 41 clusters Score -1.417364e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106591 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107989 members 
Mstep: Class 7 contains 104790 members 
Mstep: Class 8 contains 85398 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 14460 members 
Mstep: Class 14 contains 7504 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 39145 members 
Mstep: Class 17 contains 98499 members 
Mstep: Class 18 contains 86025 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115694 members 
Mstep: Class 23 contains 107014 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60746 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23398 members 
Mstep: Class 28 contains 13356 members 
Mstep: Class 29 contains 2006 members 
Mstep: Class 30 contains 2140 members 
Mstep: Class 31 contains 113957 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7259 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17111 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5166 members 
Mstep: Class 41 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736160.000000 Penalty: 90746.617188
Iteration 234Q: 41 clusters Score -1.417362e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106574 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107798 members 
Mstep: Class 7 contains 104757 members 
Mstep: Class 8 contains 85598 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6605 members 
Mstep: Class 13 contains 14458 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 39216 members 
Mstep: Class 17 contains 98330 members 
Mstep: Class 18 contains 86177 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115681 members 
Mstep: Class 23 contains 107000 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60850 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23309 members 
Mstep: Class 28 contains 13290 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 113956 members 
Mstep: Class 32 contains 7925 members 
Mstep: Class 33 contains 7232 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 17100 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5130 members 
Mstep: Class 41 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736016.000000 Penalty: 90746.617188
Iteration 235Q: 41 clusters Score -1.41736e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106538 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107640 members 
Mstep: Class 7 contains 104727 members 
Mstep: Class 8 contains 85816 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 14457 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 39287 members 
Mstep: Class 17 contains 98203 members 
Mstep: Class 18 contains 86347 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115628 members 
Mstep: Class 23 contains 106978 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 60938 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23198 members 
Mstep: Class 28 contains 13231 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 113940 members 
Mstep: Class 32 contains 7925 members 
Mstep: Class 33 contains 7209 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 17079 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5106 members 
Mstep: Class 41 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736384.000000 Penalty: 90746.617188
Iteration 236Q: 41 clusters Score -1.417364e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106469 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107438 members 
Mstep: Class 7 contains 104711 members 
Mstep: Class 8 contains 85997 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 14464 members 
Mstep: Class 14 contains 7521 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 39353 members 
Mstep: Class 17 contains 98096 members 
Mstep: Class 18 contains 86522 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115618 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61061 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 23063 members 
Mstep: Class 28 contains 13177 members 
Mstep: Class 29 contains 2008 members 
Mstep: Class 30 contains 2132 members 
Mstep: Class 31 contains 113941 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7186 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17065 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5090 members 
Mstep: Class 41 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736144.000000 Penalty: 90746.617188
Iteration 237Q: 41 clusters Score -1.417361e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106471 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107232 members 
Mstep: Class 7 contains 104676 members 
Mstep: Class 8 contains 86172 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 14470 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 16 contains 39433 members 
Mstep: Class 17 contains 98000 members 
Mstep: Class 18 contains 86704 members 
Mstep: Class 19 contains 2058 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115620 members 
Mstep: Class 23 contains 106898 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61163 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 22924 members 
Mstep: Class 28 contains 13119 members 
Mstep: Class 29 contains 2009 members 
Mstep: Class 30 contains 2130 members 
Mstep: Class 31 contains 113906 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7167 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17057 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5071 members 
Mstep: Class 41 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736016.000000 Penalty: 90746.617188
Iteration 238Q: 41 clusters Score -1.41736e+08 nChanged 2621
Entering ConstructFrom: 
Score: -141736016.000000 Penalty: 90746.617188
Entering ConstructFrom: 
Trying to split cluster 1 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -42718.535156 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -42718.54 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 223 members 
Entering Unmasked Estep 
Score: -41804.136719 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -41804.14 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42035.332031 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -42035.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42115.898438 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -42115.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42194.523438 Penalty: 1966.928955
	Iteration 3F: 3 clusters Score -42194.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42259.128906 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -42259.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42282.597656 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -42282.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42301.125000 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -42301.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42320.382812 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -42320.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42328.562500 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -42328.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42338.179688 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -42338.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42339.472656 Penalty: 1966.928955
	Iteration 10Q: 3 clusters Score -42339.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42339.472656 Penalty: 1966.928955
	Iteration 11F: 3 clusters Score -42339.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -55776.640625 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -55776.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54799.265625 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -54799.27 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55156.667969 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -55156.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55279.679688 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -55279.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55341.812500 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -55341.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55393.886719 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -55393.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55432.218750 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -55432.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55467.214844 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -55467.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55481.250000 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -55481.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55489.753906 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -55489.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55493.601562 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -55493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55495.656250 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -55495.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55498.433594 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -55498.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55502.109375 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -55502.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55505.972656 Penalty: 2069.660645
	Iteration 13Q: 3 clusters Score -55505.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55512.785156 Penalty: 2069.660645
	Iteration 14Q: 3 clusters Score -55512.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55517.914062 Penalty: 2069.660645
	Iteration 15Q: 3 clusters Score -55517.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55526.113281 Penalty: 2069.660645
	Iteration 16Q: 3 clusters Score -55526.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55545.843750 Penalty: 2069.660645
	Iteration 17Q: 3 clusters Score -55545.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55560.449219 Penalty: 2069.660645
	Iteration 18Q: 3 clusters Score -55560.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55568.769531 Penalty: 2069.660645
	Iteration 19Q: 3 clusters Score -55568.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55573.035156 Penalty: 2069.660645
	Iteration 20F: 3 clusters Score -55573.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55574.933594 Penalty: 2069.660645
	Iteration 21Q: 3 clusters Score -55574.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55577.765625 Penalty: 2069.660645
	Iteration 22Q: 3 clusters Score -55577.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55579.214844 Penalty: 2069.660645
	Iteration 23Q: 3 clusters Score -55579.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55579.765625 Penalty: 2069.660645
	Iteration 24Q: 3 clusters Score -55579.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55579.765625 Penalty: 2069.660645
	Iteration 25F: 3 clusters Score -55579.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -142137.656250 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -142137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140532.765625 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -140532.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -141018.328125 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -141018.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141334.625000 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -141334.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141608.656250 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -141608.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -141768.687500 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -141768.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141861.812500 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -141861.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141916.734375 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -141916.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141955.750000 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -141955.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142000.203125 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -142000.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142018.109375 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -142018.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142032.375000 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -142032.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142041.609375 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -142041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -142046.046875 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -142046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142047.828125 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -142047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -142049.546875 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -142049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142054.156250 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -142054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -142056.531250 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -142056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -142057.890625 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -142057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -142057.890625 Penalty: 2327.022461
	Iteration 18F: 3 clusters Score -142057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (106487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Entering Unmasked Estep 
Score: -13430588.000000 Penalty: 1881.063965
	Iteration 0F: 2 clusters Score -1.343059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -13360125.000000 Penalty: 3762.127930
	Iteration 0F: 3 clusters Score -1.336012e+07 nChanged 50913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -13389897.000000 Penalty: 3762.127930
	Iteration 1F: 3 clusters Score -1.33899e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -13390732.000000 Penalty: 3762.127930
	Iteration 2Q: 3 clusters Score -1.339073e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -13392019.000000 Penalty: 3762.127930
	Iteration 3Q: 3 clusters Score -1.339202e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -13394174.000000 Penalty: 3762.127930
	Iteration 4Q: 3 clusters Score -1.339417e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -13398076.000000 Penalty: 3762.127930
	Iteration 5F: 3 clusters Score -1.339808e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -13404358.000000 Penalty: 3762.127930
	Iteration 6F: 3 clusters Score -1.340436e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -13412515.000000 Penalty: 3762.127930
	Iteration 7F: 3 clusters Score -1.341252e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -13419824.000000 Penalty: 3762.127930
	Iteration 8F: 3 clusters Score -1.341982e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -13424535.000000 Penalty: 3762.127930
	Iteration 9Q: 3 clusters Score -1.342454e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -13427029.000000 Penalty: 3762.127930
	Iteration 10Q: 3 clusters Score -1.342703e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -13428278.000000 Penalty: 3762.127930
	Iteration 11Q: 3 clusters Score -1.342828e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -13428868.000000 Penalty: 3762.127930
	Iteration 12Q: 3 clusters Score -1.342887e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -13429196.000000 Penalty: 3762.127930
	Iteration 13Q: 3 clusters Score -1.34292e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -13429470.000000 Penalty: 3762.127930
	Iteration 14Q: 3 clusters Score -1.342947e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -13429642.000000 Penalty: 3762.127930
	Iteration 15Q: 3 clusters Score -1.342964e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -13429806.000000 Penalty: 3762.127930
	Iteration 16Q: 3 clusters Score -1.342981e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -13429870.000000 Penalty: 3762.127930
	Iteration 17Q: 3 clusters Score -1.342987e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -13429944.000000 Penalty: 3762.127930
	Iteration 18Q: 3 clusters Score -1.342994e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -13430040.000000 Penalty: 3762.127930
	Iteration 19Q: 3 clusters Score -1.343004e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -13430129.000000 Penalty: 3762.127930
	Iteration 20F: 3 clusters Score -1.343013e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 102177 members 
Entering Unmasked Estep 
Score: -13430093.000000 Penalty: 3762.127930
	Iteration 21Q: 3 clusters Score -1.343009e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -13430106.000000 Penalty: 3762.127930
	Iteration 22Q: 3 clusters Score -1.343011e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -13430065.000000 Penalty: 3762.127930
	Iteration 23Q: 3 clusters Score -1.343006e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -13430111.000000 Penalty: 3762.127930
	Iteration 24Q: 3 clusters Score -1.343011e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -13430106.000000 Penalty: 3762.127930
	Iteration 25Q: 3 clusters Score -1.343011e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -13430127.000000 Penalty: 3762.127930
	Iteration 26Q: 3 clusters Score -1.343013e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -13430118.000000 Penalty: 3762.127930
	Iteration 27Q: 3 clusters Score -1.343012e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -13430104.000000 Penalty: 3762.127930
	Iteration 28Q: 3 clusters Score -1.34301e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -13430095.000000 Penalty: 3762.127930
	Iteration 29Q: 3 clusters Score -1.34301e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -13430056.000000 Penalty: 3762.127930
	Iteration 30Q: 3 clusters Score -1.343006e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -13430057.000000 Penalty: 3762.127930
	Iteration 31Q: 3 clusters Score -1.343006e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -13430082.000000 Penalty: 3762.127930
	Iteration 32Q: 3 clusters Score -1.343008e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -13430077.000000 Penalty: 3762.127930
	Iteration 33Q: 3 clusters Score -1.343008e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -13430058.000000 Penalty: 3762.127930
	Iteration 34Q: 3 clusters Score -1.343006e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -13430027.000000 Penalty: 3762.127930
	Iteration 35Q: 3 clusters Score -1.343003e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -13430019.000000 Penalty: 3762.127930
	Iteration 36Q: 3 clusters Score -1.343002e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -13430004.000000 Penalty: 3762.127930
	Iteration 37Q: 3 clusters Score -1.343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -13429964.000000 Penalty: 3762.127930
	Iteration 38Q: 3 clusters Score -1.342996e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -13429939.000000 Penalty: 3762.127930
	Iteration 39Q: 3 clusters Score -1.342994e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -13429948.000000 Penalty: 3762.127930
	Iteration 40F: 3 clusters Score -1.342995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -13429937.000000 Penalty: 3762.127930
	Iteration 41Q: 3 clusters Score -1.342994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -13429931.000000 Penalty: 3762.127930
	Iteration 42Q: 3 clusters Score -1.342993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -13429935.000000 Penalty: 3762.127930
	Iteration 43Q: 3 clusters Score -1.342994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -13429912.000000 Penalty: 3762.127930
	Iteration 44Q: 3 clusters Score -1.342991e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 104760 members 
Entering Unmasked Estep 
Score: -13429907.000000 Penalty: 3762.127930
	Iteration 45Q: 3 clusters Score -1.342991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -13429901.000000 Penalty: 3762.127930
	Iteration 46Q: 3 clusters Score -1.34299e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -13429901.000000 Penalty: 3762.127930
	Iteration 47Q: 3 clusters Score -1.34299e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -13429897.000000 Penalty: 3762.127930
	Iteration 48Q: 3 clusters Score -1.34299e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -13429902.000000 Penalty: 3762.127930
	Iteration 49Q: 3 clusters Score -1.34299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -13429891.000000 Penalty: 3762.127930
	Iteration 50Q: 3 clusters Score -1.342989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -13429885.000000 Penalty: 3762.127930
	Iteration 51Q: 3 clusters Score -1.342988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -13429854.000000 Penalty: 3762.127930
	Iteration 52Q: 3 clusters Score -1.342985e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -13429864.000000 Penalty: 3762.127930
	Iteration 53Q: 3 clusters Score -1.342986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -13429861.000000 Penalty: 3762.127930
	Iteration 54Q: 3 clusters Score -1.342986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -13429846.000000 Penalty: 3762.127930
	Iteration 55Q: 3 clusters Score -1.342985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 105161 members 
Entering Unmasked Estep 
Score: -13429838.000000 Penalty: 3762.127930
	Iteration 56Q: 3 clusters Score -1.342984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 105172 members 
Entering Unmasked Estep 
Score: -13429832.000000 Penalty: 3762.127930
	Iteration 57Q: 3 clusters Score -1.342983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -13429833.000000 Penalty: 3762.127930
	Iteration 58Q: 3 clusters Score -1.342983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -13429851.000000 Penalty: 3762.127930
	Iteration 59Q: 3 clusters Score -1.342985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 105210 members 
Entering Unmasked Estep 
Score: -13429845.000000 Penalty: 3762.127930
	Iteration 60F: 3 clusters Score -1.342984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -13429838.000000 Penalty: 3762.127930
	Iteration 61Q: 3 clusters Score -1.342984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -13429839.000000 Penalty: 3762.127930
	Iteration 62Q: 3 clusters Score -1.342984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -13429823.000000 Penalty: 3762.127930
	Iteration 63Q: 3 clusters Score -1.342982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -13429816.000000 Penalty: 3762.127930
	Iteration 64Q: 3 clusters Score -1.342982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -13429823.000000 Penalty: 3762.127930
	Iteration 65Q: 3 clusters Score -1.342982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -13429819.000000 Penalty: 3762.127930
	Iteration 66Q: 3 clusters Score -1.342982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 105255 members 
Entering Unmasked Estep 
Score: -13429824.000000 Penalty: 3762.127930
	Iteration 67Q: 3 clusters Score -1.342982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -13429821.000000 Penalty: 3762.127930
	Iteration 68Q: 3 clusters Score -1.342982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -13429821.000000 Penalty: 3762.127930
	Iteration 69Q: 3 clusters Score -1.342982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 105267 members 
Entering Unmasked Estep 
Score: -13429819.000000 Penalty: 3762.127930
	Iteration 70Q: 3 clusters Score -1.342982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -13429814.000000 Penalty: 3762.127930
	Iteration 71Q: 3 clusters Score -1.342981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -13429816.000000 Penalty: 3762.127930
	Iteration 72Q: 3 clusters Score -1.342982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -13429817.000000 Penalty: 3762.127930
	Iteration 73Q: 3 clusters Score -1.342982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 105280 members 
Entering Unmasked Estep 
Score: -13429816.000000 Penalty: 3762.127930
	Iteration 74Q: 3 clusters Score -1.342982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 105282 members 
Entering Unmasked Estep 
Score: -13429818.000000 Penalty: 3762.127930
	Iteration 75Q: 3 clusters Score -1.342982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 105282 members 
Entering Unmasked Estep 
Score: -13429819.000000 Penalty: 3762.127930
	Iteration 76Q: 3 clusters Score -1.342982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -13429820.000000 Penalty: 3762.127930
	Iteration 77Q: 3 clusters Score -1.342982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -13429824.000000 Penalty: 3762.127930
	Iteration 78Q: 3 clusters Score -1.342982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -13429821.000000 Penalty: 3762.127930
	Iteration 79Q: 3 clusters Score -1.342982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -13429820.000000 Penalty: 3762.127930
	Iteration 80F: 3 clusters Score -1.342982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -13429827.000000 Penalty: 3762.127930
	Iteration 81Q: 3 clusters Score -1.342983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 105304 members 
Entering Unmasked Estep 
Score: -13429829.000000 Penalty: 3762.127930
	Iteration 82Q: 3 clusters Score -1.342983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -13429828.000000 Penalty: 3762.127930
	Iteration 83Q: 3 clusters Score -1.342983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -13429825.000000 Penalty: 3762.127930
	Iteration 84Q: 3 clusters Score -1.342982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -13429821.000000 Penalty: 3762.127930
	Iteration 85Q: 3 clusters Score -1.342982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -13429829.000000 Penalty: 3762.127930
	Iteration 86Q: 3 clusters Score -1.342983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -13429829.000000 Penalty: 3762.127930
	Iteration 87Q: 3 clusters Score -1.342983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -13429828.000000 Penalty: 3762.127930
	Iteration 88Q: 3 clusters Score -1.342983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -13429835.000000 Penalty: 3762.127930
	Iteration 89Q: 3 clusters Score -1.342984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -13429834.000000 Penalty: 3762.127930
	Iteration 90Q: 3 clusters Score -1.342983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -13429834.000000 Penalty: 3762.127930
	Iteration 91F: 3 clusters Score -1.342983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -46419.875000 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -46419.88 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 220 members 
Entering Unmasked Estep 
Score: -45418.105469 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -45418.11 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45572.257812 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -45572.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45647.792969 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -45647.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45719.179688 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -45719.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45820.437500 Penalty: 1964.626709
	Iteration 4F: 3 clusters Score -45820.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45953.234375 Penalty: 1964.626709
	Iteration 5F: 3 clusters Score -45953.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46093.039062 Penalty: 1964.626709
	Iteration 6F: 3 clusters Score -46093.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46183.414062 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -46183.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46234.601562 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -46234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46309.488281 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -46309.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46359.238281 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -46359.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46369.367188 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -46369.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46397.378906 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -46397.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46413.781250 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -46413.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46433.851562 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -46433.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46442.875000 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -46442.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46452.875000 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -46452.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46458.589844 Penalty: 1964.626709
	Iteration 17Q: 3 clusters Score -46458.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46458.589844 Penalty: 1964.626709
	Iteration 18F: 3 clusters Score -46458.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 106487 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 107014 members 
Mstep: Class 7 contains 104661 members 
Mstep: Class 8 contains 86367 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 97910 members 
Mstep: Class 18 contains 86884 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115581 members 
Mstep: Class 23 contains 106876 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61269 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 113831 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17047 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5055 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 4503 members 
Entering Unmasked Estep 
Score: -141734288.000000 Penalty: 93015.281250
Splitting cluster 5 changes total score from -141736016.000000 to -141734288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (107014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Entering Unmasked Estep 
Score: -13566674.000000 Penalty: 1881.866211
	Iteration 0F: 2 clusters Score -1.356667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -13498187.000000 Penalty: 3763.732422
	Iteration 0F: 3 clusters Score -1.349819e+07 nChanged 51080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -13528066.000000 Penalty: 3763.732422
	Iteration 1F: 3 clusters Score -1.352807e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -13528912.000000 Penalty: 3763.732422
	Iteration 2Q: 3 clusters Score -1.352891e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -13530074.000000 Penalty: 3763.732422
	Iteration 3Q: 3 clusters Score -1.353007e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -13531903.000000 Penalty: 3763.732422
	Iteration 4Q: 3 clusters Score -1.35319e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -13534524.000000 Penalty: 3763.732422
	Iteration 5Q: 3 clusters Score -1.353452e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -13538974.000000 Penalty: 3763.732422
	Iteration 6F: 3 clusters Score -1.353897e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -13544404.000000 Penalty: 3763.732422
	Iteration 7F: 3 clusters Score -1.35444e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -13549904.000000 Penalty: 3763.732422
	Iteration 8F: 3 clusters Score -1.35499e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -13554334.000000 Penalty: 3763.732422
	Iteration 9F: 3 clusters Score -1.355433e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -13557402.000000 Penalty: 3763.732422
	Iteration 10Q: 3 clusters Score -1.35574e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -13559495.000000 Penalty: 3763.732422
	Iteration 11Q: 3 clusters Score -1.35595e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -13560961.000000 Penalty: 3763.732422
	Iteration 12Q: 3 clusters Score -1.356096e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -13562072.000000 Penalty: 3763.732422
	Iteration 13Q: 3 clusters Score -1.356207e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -13562806.000000 Penalty: 3763.732422
	Iteration 14Q: 3 clusters Score -1.356281e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -13563314.000000 Penalty: 3763.732422
	Iteration 15Q: 3 clusters Score -1.356331e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -13563768.000000 Penalty: 3763.732422
	Iteration 16Q: 3 clusters Score -1.356377e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -13564007.000000 Penalty: 3763.732422
	Iteration 17Q: 3 clusters Score -1.356401e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -13564223.000000 Penalty: 3763.732422
	Iteration 18Q: 3 clusters Score -1.356422e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 105423 members 
Entering Unmasked Estep 
Score: -13564353.000000 Penalty: 3763.732422
	Iteration 19Q: 3 clusters Score -1.356435e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -13564445.000000 Penalty: 3763.732422
	Iteration 20F: 3 clusters Score -1.356444e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -13564521.000000 Penalty: 3763.732422
	Iteration 21Q: 3 clusters Score -1.356452e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -13564580.000000 Penalty: 3763.732422
	Iteration 22Q: 3 clusters Score -1.356458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -13564645.000000 Penalty: 3763.732422
	Iteration 23Q: 3 clusters Score -1.356464e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -13564686.000000 Penalty: 3763.732422
	Iteration 24Q: 3 clusters Score -1.356469e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -13564722.000000 Penalty: 3763.732422
	Iteration 25Q: 3 clusters Score -1.356472e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -13564775.000000 Penalty: 3763.732422
	Iteration 26Q: 3 clusters Score -1.356478e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -13564776.000000 Penalty: 3763.732422
	Iteration 27Q: 3 clusters Score -1.356478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -13564795.000000 Penalty: 3763.732422
	Iteration 28Q: 3 clusters Score -1.35648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -13564812.000000 Penalty: 3763.732422
	Iteration 29Q: 3 clusters Score -1.356481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -13564813.000000 Penalty: 3763.732422
	Iteration 30Q: 3 clusters Score -1.356481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 106107 members 
Entering Unmasked Estep 
Score: -13564829.000000 Penalty: 3763.732422
	Iteration 31Q: 3 clusters Score -1.356483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -13564852.000000 Penalty: 3763.732422
	Iteration 32Q: 3 clusters Score -1.356485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -13564864.000000 Penalty: 3763.732422
	Iteration 33Q: 3 clusters Score -1.356486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -13564870.000000 Penalty: 3763.732422
	Iteration 34Q: 3 clusters Score -1.356487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -13564886.000000 Penalty: 3763.732422
	Iteration 35Q: 3 clusters Score -1.356489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -13564894.000000 Penalty: 3763.732422
	Iteration 36Q: 3 clusters Score -1.356489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -13564890.000000 Penalty: 3763.732422
	Iteration 37Q: 3 clusters Score -1.356489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -13564890.000000 Penalty: 3763.732422
	Iteration 38Q: 3 clusters Score -1.356489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
Score: -13564896.000000 Penalty: 3763.732422
	Iteration 39Q: 3 clusters Score -1.35649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -13564902.000000 Penalty: 3763.732422
	Iteration 40F: 3 clusters Score -1.35649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -13564909.000000 Penalty: 3763.732422
	Iteration 41Q: 3 clusters Score -1.356491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -13564911.000000 Penalty: 3763.732422
	Iteration 42Q: 3 clusters Score -1.356491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 106193 members 
Entering Unmasked Estep 
Score: -13564937.000000 Penalty: 3763.732422
	Iteration 43Q: 3 clusters Score -1.356494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -13564938.000000 Penalty: 3763.732422
	Iteration 44Q: 3 clusters Score -1.356494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -13564945.000000 Penalty: 3763.732422
	Iteration 45Q: 3 clusters Score -1.356494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -13564963.000000 Penalty: 3763.732422
	Iteration 46Q: 3 clusters Score -1.356496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -13564968.000000 Penalty: 3763.732422
	Iteration 47Q: 3 clusters Score -1.356497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -13564983.000000 Penalty: 3763.732422
	Iteration 48Q: 3 clusters Score -1.356498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -13564985.000000 Penalty: 3763.732422
	Iteration 49Q: 3 clusters Score -1.356498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -13564986.000000 Penalty: 3763.732422
	Iteration 50Q: 3 clusters Score -1.356499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -13564999.000000 Penalty: 3763.732422
	Iteration 51Q: 3 clusters Score -1.3565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -13565012.000000 Penalty: 3763.732422
	Iteration 52Q: 3 clusters Score -1.356501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -13565012.000000 Penalty: 3763.732422
	Iteration 53Q: 3 clusters Score -1.356501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -13565013.000000 Penalty: 3763.732422
	Iteration 54Q: 3 clusters Score -1.356501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -13565013.000000 Penalty: 3763.732422
	Iteration 55Q: 3 clusters Score -1.356501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -13565020.000000 Penalty: 3763.732422
	Iteration 56Q: 3 clusters Score -1.356502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -13565020.000000 Penalty: 3763.732422
	Iteration 57Q: 3 clusters Score -1.356502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -13565024.000000 Penalty: 3763.732422
	Iteration 58Q: 3 clusters Score -1.356502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -13565026.000000 Penalty: 3763.732422
	Iteration 59Q: 3 clusters Score -1.356503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -13565043.000000 Penalty: 3763.732422
	Iteration 60F: 3 clusters Score -1.356504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -13565040.000000 Penalty: 3763.732422
	Iteration 61Q: 3 clusters Score -1.356504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -13565044.000000 Penalty: 3763.732422
	Iteration 62Q: 3 clusters Score -1.356504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -13565045.000000 Penalty: 3763.732422
	Iteration 63Q: 3 clusters Score -1.356504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13565045.000000 Penalty: 3763.732422
	Iteration 64Q: 3 clusters Score -1.356504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -13565060.000000 Penalty: 3763.732422
	Iteration 65Q: 3 clusters Score -1.356506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -13565065.000000 Penalty: 3763.732422
	Iteration 66Q: 3 clusters Score -1.356506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13565070.000000 Penalty: 3763.732422
	Iteration 67Q: 3 clusters Score -1.356507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -13565089.000000 Penalty: 3763.732422
	Iteration 68Q: 3 clusters Score -1.356509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 106312 members 
Entering Unmasked Estep 
Score: -13565085.000000 Penalty: 3763.732422
	Iteration 69Q: 3 clusters Score -1.356508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -13565083.000000 Penalty: 3763.732422
	Iteration 70Q: 3 clusters Score -1.356508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -13565094.000000 Penalty: 3763.732422
	Iteration 71Q: 3 clusters Score -1.356509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -13565108.000000 Penalty: 3763.732422
	Iteration 72Q: 3 clusters Score -1.356511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -13565112.000000 Penalty: 3763.732422
	Iteration 73Q: 3 clusters Score -1.356511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -13565113.000000 Penalty: 3763.732422
	Iteration 74Q: 3 clusters Score -1.356511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -13565120.000000 Penalty: 3763.732422
	Iteration 75Q: 3 clusters Score -1.356512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -13565141.000000 Penalty: 3763.732422
	Iteration 76Q: 3 clusters Score -1.356514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -13565140.000000 Penalty: 3763.732422
	Iteration 77Q: 3 clusters Score -1.356514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -13565137.000000 Penalty: 3763.732422
	Iteration 78Q: 3 clusters Score -1.356514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -13565142.000000 Penalty: 3763.732422
	Iteration 79Q: 3 clusters Score -1.356514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -13565144.000000 Penalty: 3763.732422
	Iteration 80F: 3 clusters Score -1.356514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Entering Unmasked Estep 
Score: -13175140.000000 Penalty: 1878.253296
	Iteration 0F: 2 clusters Score -1.317514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -13106203.000000 Penalty: 3756.506592
	Iteration 0F: 3 clusters Score -1.31062e+07 nChanged 50198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -13135231.000000 Penalty: 3756.506592
	Iteration 1F: 3 clusters Score -1.313523e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -13136230.000000 Penalty: 3756.506592
	Iteration 2Q: 3 clusters Score -1.313623e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -13137880.000000 Penalty: 3756.506592
	Iteration 3Q: 3 clusters Score -1.313788e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -13141167.000000 Penalty: 3756.506592
	Iteration 4F: 3 clusters Score -1.314117e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -13147385.000000 Penalty: 3756.506592
	Iteration 5F: 3 clusters Score -1.314738e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -13156446.000000 Penalty: 3756.506592
	Iteration 6F: 3 clusters Score -1.315645e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -13165527.000000 Penalty: 3756.506592
	Iteration 7F: 3 clusters Score -1.316553e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -13170812.000000 Penalty: 3756.506592
	Iteration 8F: 3 clusters Score -1.317081e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13172700.000000 Penalty: 3756.506592
	Iteration 9Q: 3 clusters Score -1.31727e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13173179.000000 Penalty: 3756.506592
	Iteration 10Q: 3 clusters Score -1.317318e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13173340.000000 Penalty: 3756.506592
	Iteration 11Q: 3 clusters Score -1.317334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104495 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13173424.000000 Penalty: 3756.506592
	Iteration 12Q: 3 clusters Score -1.317342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13173464.000000 Penalty: 3756.506592
	Iteration 13Q: 3 clusters Score -1.317346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13173501.000000 Penalty: 3756.506592
	Iteration 14Q: 3 clusters Score -1.31735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13173505.000000 Penalty: 3756.506592
	Iteration 15Q: 3 clusters Score -1.31735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13173509.000000 Penalty: 3756.506592
	Iteration 16Q: 3 clusters Score -1.317351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13173509.000000 Penalty: 3756.506592
	Iteration 17F: 3 clusters Score -1.317351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Entering Unmasked Estep 
Score: -10920481.000000 Penalty: 1847.033569
	Iteration 0F: 2 clusters Score -1.092048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -10863007.000000 Penalty: 3694.067139
	Iteration 0F: 3 clusters Score -1.086301e+07 nChanged 41350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -10887160.000000 Penalty: 3694.067139
	Iteration 1F: 3 clusters Score -1.088716e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -10888224.000000 Penalty: 3694.067139
	Iteration 2Q: 3 clusters Score -1.088822e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -10889448.000000 Penalty: 3694.067139
	Iteration 3Q: 3 clusters Score -1.088945e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -10890851.000000 Penalty: 3694.067139
	Iteration 4Q: 3 clusters Score -1.089085e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -10892628.000000 Penalty: 3694.067139
	Iteration 5Q: 3 clusters Score -1.089263e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -10894850.000000 Penalty: 3694.067139
	Iteration 6F: 3 clusters Score -1.089485e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -10897781.000000 Penalty: 3694.067139
	Iteration 7F: 3 clusters Score -1.089778e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -10901348.000000 Penalty: 3694.067139
	Iteration 8F: 3 clusters Score -1.090135e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -10904928.000000 Penalty: 3694.067139
	Iteration 9F: 3 clusters Score -1.090493e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -10907304.000000 Penalty: 3694.067139
	Iteration 10F: 3 clusters Score -1.09073e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -10908463.000000 Penalty: 3694.067139
	Iteration 11Q: 3 clusters Score -1.090846e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -10909217.000000 Penalty: 3694.067139
	Iteration 12Q: 3 clusters Score -1.090922e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -10909692.000000 Penalty: 3694.067139
	Iteration 13Q: 3 clusters Score -1.090969e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -10910120.000000 Penalty: 3694.067139
	Iteration 14Q: 3 clusters Score -1.091012e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -10910484.000000 Penalty: 3694.067139
	Iteration 15Q: 3 clusters Score -1.091048e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -10910806.000000 Penalty: 3694.067139
	Iteration 16Q: 3 clusters Score -1.091081e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -10911151.000000 Penalty: 3694.067139
	Iteration 17Q: 3 clusters Score -1.091115e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -10911378.000000 Penalty: 3694.067139
	Iteration 18Q: 3 clusters Score -1.091138e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -10911560.000000 Penalty: 3694.067139
	Iteration 19Q: 3 clusters Score -1.091156e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -10911829.000000 Penalty: 3694.067139
	Iteration 20F: 3 clusters Score -1.091183e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -10912005.000000 Penalty: 3694.067139
	Iteration 21Q: 3 clusters Score -1.0912e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -10912277.000000 Penalty: 3694.067139
	Iteration 22Q: 3 clusters Score -1.091228e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -10912585.000000 Penalty: 3694.067139
	Iteration 23Q: 3 clusters Score -1.091258e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -10912658.000000 Penalty: 3694.067139
	Iteration 24Q: 3 clusters Score -1.091266e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -10912802.000000 Penalty: 3694.067139
	Iteration 25Q: 3 clusters Score -1.09128e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -10912940.000000 Penalty: 3694.067139
	Iteration 26Q: 3 clusters Score -1.091294e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -10913148.000000 Penalty: 3694.067139
	Iteration 27Q: 3 clusters Score -1.091315e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -10913427.000000 Penalty: 3694.067139
	Iteration 28Q: 3 clusters Score -1.091343e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -10913661.000000 Penalty: 3694.067139
	Iteration 29Q: 3 clusters Score -1.091366e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -10913957.000000 Penalty: 3694.067139
	Iteration 30Q: 3 clusters Score -1.091396e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -10914147.000000 Penalty: 3694.067139
	Iteration 31Q: 3 clusters Score -1.091415e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -10914501.000000 Penalty: 3694.067139
	Iteration 32Q: 3 clusters Score -1.09145e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -10914904.000000 Penalty: 3694.067139
	Iteration 33Q: 3 clusters Score -1.09149e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -10915213.000000 Penalty: 3694.067139
	Iteration 34Q: 3 clusters Score -1.091521e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -10915551.000000 Penalty: 3694.067139
	Iteration 35Q: 3 clusters Score -1.091555e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -10915951.000000 Penalty: 3694.067139
	Iteration 36Q: 3 clusters Score -1.091595e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -10916233.000000 Penalty: 3694.067139
	Iteration 37Q: 3 clusters Score -1.091623e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -10916575.000000 Penalty: 3694.067139
	Iteration 38Q: 3 clusters Score -1.091658e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -10916808.000000 Penalty: 3694.067139
	Iteration 39Q: 3 clusters Score -1.091681e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -10917093.000000 Penalty: 3694.067139
	Iteration 40F: 3 clusters Score -1.091709e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -10917336.000000 Penalty: 3694.067139
	Iteration 41Q: 3 clusters Score -1.091734e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -10917605.000000 Penalty: 3694.067139
	Iteration 42Q: 3 clusters Score -1.09176e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -10917877.000000 Penalty: 3694.067139
	Iteration 43Q: 3 clusters Score -1.091788e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -10918074.000000 Penalty: 3694.067139
	Iteration 44Q: 3 clusters Score -1.091807e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -10918271.000000 Penalty: 3694.067139
	Iteration 45Q: 3 clusters Score -1.091827e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -10918463.000000 Penalty: 3694.067139
	Iteration 46Q: 3 clusters Score -1.091846e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -10918601.000000 Penalty: 3694.067139
	Iteration 47Q: 3 clusters Score -1.09186e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -10918709.000000 Penalty: 3694.067139
	Iteration 48Q: 3 clusters Score -1.091871e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -10918807.000000 Penalty: 3694.067139
	Iteration 49Q: 3 clusters Score -1.091881e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -10918939.000000 Penalty: 3694.067139
	Iteration 50Q: 3 clusters Score -1.091894e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -10918985.000000 Penalty: 3694.067139
	Iteration 51Q: 3 clusters Score -1.091898e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -10919024.000000 Penalty: 3694.067139
	Iteration 52Q: 3 clusters Score -1.091902e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -10919078.000000 Penalty: 3694.067139
	Iteration 53Q: 3 clusters Score -1.091908e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -10919102.000000 Penalty: 3694.067139
	Iteration 54Q: 3 clusters Score -1.09191e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -10919130.000000 Penalty: 3694.067139
	Iteration 55Q: 3 clusters Score -1.091913e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -10919183.000000 Penalty: 3694.067139
	Iteration 56Q: 3 clusters Score -1.091918e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -10919219.000000 Penalty: 3694.067139
	Iteration 57Q: 3 clusters Score -1.091922e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -10919237.000000 Penalty: 3694.067139
	Iteration 58Q: 3 clusters Score -1.091924e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -10919254.000000 Penalty: 3694.067139
	Iteration 59Q: 3 clusters Score -1.091925e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -10919269.000000 Penalty: 3694.067139
	Iteration 60F: 3 clusters Score -1.091927e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -10919273.000000 Penalty: 3694.067139
	Iteration 61Q: 3 clusters Score -1.091927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -10919275.000000 Penalty: 3694.067139
	Iteration 62Q: 3 clusters Score -1.091928e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -10919275.000000 Penalty: 3694.067139
	Iteration 63Q: 3 clusters Score -1.091928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -10919292.000000 Penalty: 3694.067139
	Iteration 64Q: 3 clusters Score -1.091929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -10919308.000000 Penalty: 3694.067139
	Iteration 65Q: 3 clusters Score -1.091931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -10919306.000000 Penalty: 3694.067139
	Iteration 66Q: 3 clusters Score -1.091931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -10919312.000000 Penalty: 3694.067139
	Iteration 67Q: 3 clusters Score -1.091931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -10919323.000000 Penalty: 3694.067139
	Iteration 68Q: 3 clusters Score -1.091932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -10919317.000000 Penalty: 3694.067139
	Iteration 69Q: 3 clusters Score -1.091932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -10919325.000000 Penalty: 3694.067139
	Iteration 70Q: 3 clusters Score -1.091932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -10919334.000000 Penalty: 3694.067139
	Iteration 71Q: 3 clusters Score -1.091933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -10919341.000000 Penalty: 3694.067139
	Iteration 72Q: 3 clusters Score -1.091934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -10919343.000000 Penalty: 3694.067139
	Iteration 73Q: 3 clusters Score -1.091934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -10919349.000000 Penalty: 3694.067139
	Iteration 74Q: 3 clusters Score -1.091935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -10919342.000000 Penalty: 3694.067139
	Iteration 75Q: 3 clusters Score -1.091934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -10919349.000000 Penalty: 3694.067139
	Iteration 76Q: 3 clusters Score -1.091935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -10919347.000000 Penalty: 3694.067139
	Iteration 77Q: 3 clusters Score -1.091935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -10919349.000000 Penalty: 3694.067139
	Iteration 78Q: 3 clusters Score -1.091935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -10919358.000000 Penalty: 3694.067139
	Iteration 79Q: 3 clusters Score -1.091936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -10919353.000000 Penalty: 3694.067139
	Iteration 80F: 3 clusters Score -1.091935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -10919354.000000 Penalty: 3694.067139
	Iteration 81Q: 3 clusters Score -1.091935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -10919360.000000 Penalty: 3694.067139
	Iteration 82Q: 3 clusters Score -1.091936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -10919370.000000 Penalty: 3694.067139
	Iteration 83Q: 3 clusters Score -1.091937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -10919373.000000 Penalty: 3694.067139
	Iteration 84Q: 3 clusters Score -1.091937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -10919369.000000 Penalty: 3694.067139
	Iteration 85Q: 3 clusters Score -1.091937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -10919373.000000 Penalty: 3694.067139
	Iteration 86Q: 3 clusters Score -1.091937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -10919374.000000 Penalty: 3694.067139
	Iteration 87Q: 3 clusters Score -1.091937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -10919375.000000 Penalty: 3694.067139
	Iteration 88Q: 3 clusters Score -1.091938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -10919377.000000 Penalty: 3694.067139
	Iteration 89Q: 3 clusters Score -1.091938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -10919375.000000 Penalty: 3694.067139
	Iteration 90Q: 3 clusters Score -1.091938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
Score: -10919372.000000 Penalty: 3694.067139
	Iteration 91Q: 3 clusters Score -1.091937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -10919371.000000 Penalty: 3694.067139
	Iteration 92Q: 3 clusters Score -1.091937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -10919366.000000 Penalty: 3694.067139
	Iteration 93Q: 3 clusters Score -1.091937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -10919371.000000 Penalty: 3694.067139
	Iteration 94Q: 3 clusters Score -1.091937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -10919377.000000 Penalty: 3694.067139
	Iteration 95Q: 3 clusters Score -1.091938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 84985 members 
Entering Unmasked Estep 
Score: -10919365.000000 Penalty: 3694.067139
	Iteration 96Q: 3 clusters Score -1.091936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -10919368.000000 Penalty: 3694.067139
	Iteration 97Q: 3 clusters Score -1.091937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -10919368.000000 Penalty: 3694.067139
	Iteration 98Q: 3 clusters Score -1.091937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -10919372.000000 Penalty: 3694.067139
	Iteration 99Q: 3 clusters Score -1.091937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -10919372.000000 Penalty: 3694.067139
	Iteration 100F: 3 clusters Score -1.091937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -10919367.000000 Penalty: 3694.067139
	Iteration 101Q: 3 clusters Score -1.091937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -10919370.000000 Penalty: 3694.067139
	Iteration 102Q: 3 clusters Score -1.091937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -10919373.000000 Penalty: 3694.067139
	Iteration 103Q: 3 clusters Score -1.091937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -10919375.000000 Penalty: 3694.067139
	Iteration 104Q: 3 clusters Score -1.091938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -10919374.000000 Penalty: 3694.067139
	Iteration 105Q: 3 clusters Score -1.091937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -10919372.000000 Penalty: 3694.067139
	Iteration 106Q: 3 clusters Score -1.091937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -10919369.000000 Penalty: 3694.067139
	Iteration 107Q: 3 clusters Score -1.091937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -10919369.000000 Penalty: 3694.067139
	Iteration 108F: 3 clusters Score -1.091937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -33300.277344 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -33300.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32463.771484 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -32463.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32656.498047 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -32656.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32766.927734 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -32766.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32866.621094 Penalty: 1946.412354
	Iteration 3F: 3 clusters Score -32866.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32956.902344 Penalty: 1946.412354
	Iteration 4F: 3 clusters Score -32956.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33029.566406 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -33029.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33137.441406 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -33137.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33212.351562 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -33212.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33264.000000 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -33264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33283.273438 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -33283.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33294.882812 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -33294.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33312.796875 Penalty: 1946.412354
	Iteration 11Q: 3 clusters Score -33312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33316.343750 Penalty: 1946.412354
	Iteration 12Q: 3 clusters Score -33316.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33320.648438 Penalty: 1946.412354
	Iteration 13F: 3 clusters Score -33320.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33337.082031 Penalty: 1946.412354
	Iteration 14Q: 3 clusters Score -33337.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33356.414062 Penalty: 1946.412354
	Iteration 15Q: 3 clusters Score -33356.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33391.488281 Penalty: 1946.412354
	Iteration 16Q: 3 clusters Score -33391.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33413.875000 Penalty: 1946.412354
	Iteration 17Q: 3 clusters Score -33413.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33429.281250 Penalty: 1946.412354
	Iteration 18Q: 3 clusters Score -33429.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33438.207031 Penalty: 1946.412354
	Iteration 19Q: 3 clusters Score -33438.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33438.207031 Penalty: 1946.412354
	Iteration 20F: 3 clusters Score -33438.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 106487 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107014 members 
Mstep: Class 7 contains 104661 members 
Mstep: Class 8 contains 86367 members 
Mstep: Class 9 contains 273 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 97910 members 
Mstep: Class 18 contains 86884 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115581 members 
Mstep: Class 23 contains 106876 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61269 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 113831 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17047 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5055 members 
Mstep: Class 40 contains 126 members 
Mstep: Class 41 contains 4503 members 
Entering Unmasked Estep 
Score: -141734464.000000 Penalty: 93015.281250
Splitting cluster 9 changes total score from -141736016.000000 to -141734464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -783531.437500 Penalty: 1427.650146
	Iteration 0F: 2 clusters Score -783531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -778690.062500 Penalty: 2855.300293
	Iteration 0F: 3 clusters Score -778690.1 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -780580.500000 Penalty: 2855.300293
	Iteration 1F: 3 clusters Score -780580.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -781313.875000 Penalty: 2855.300293
	Iteration 2F: 3 clusters Score -781313.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -781977.437500 Penalty: 2855.300293
	Iteration 3F: 3 clusters Score -781977.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -782474.562500 Penalty: 2855.300293
	Iteration 4F: 3 clusters Score -782474.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -782786.500000 Penalty: 2855.300293
	Iteration 5F: 3 clusters Score -782786.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -783002.812500 Penalty: 2855.300293
	Iteration 6Q: 3 clusters Score -783002.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -783132.937500 Penalty: 2855.300293
	Iteration 7Q: 3 clusters Score -783132.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -783200.250000 Penalty: 2855.300293
	Iteration 8Q: 3 clusters Score -783200.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -783259.500000 Penalty: 2855.300293
	Iteration 9Q: 3 clusters Score -783259.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -783302.687500 Penalty: 2855.300293
	Iteration 10Q: 3 clusters Score -783302.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -783334.312500 Penalty: 2855.300293
	Iteration 11Q: 3 clusters Score -783334.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -783361.812500 Penalty: 2855.300293
	Iteration 12Q: 3 clusters Score -783361.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -783389.062500 Penalty: 2855.300293
	Iteration 13Q: 3 clusters Score -783389.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -783422.312500 Penalty: 2855.300293
	Iteration 14Q: 3 clusters Score -783422.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -783442.312500 Penalty: 2855.300293
	Iteration 15Q: 3 clusters Score -783442.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -783461.500000 Penalty: 2855.300293
	Iteration 16Q: 3 clusters Score -783461.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -783471.437500 Penalty: 2855.300293
	Iteration 17Q: 3 clusters Score -783471.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -783476.625000 Penalty: 2855.300293
	Iteration 18Q: 3 clusters Score -783476.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -783480.062500 Penalty: 2855.300293
	Iteration 19Q: 3 clusters Score -783480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -783486.000000 Penalty: 2855.300293
	Iteration 20F: 3 clusters Score -783486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -783493.062500 Penalty: 2855.300293
	Iteration 21Q: 3 clusters Score -783493.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -783501.125000 Penalty: 2855.300293
	Iteration 22Q: 3 clusters Score -783501.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -783507.500000 Penalty: 2855.300293
	Iteration 23Q: 3 clusters Score -783507.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -783511.500000 Penalty: 2855.300293
	Iteration 24Q: 3 clusters Score -783511.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -783516.187500 Penalty: 2855.300293
	Iteration 25Q: 3 clusters Score -783516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -783524.187500 Penalty: 2855.300293
	Iteration 26Q: 3 clusters Score -783524.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -783529.375000 Penalty: 2855.300293
	Iteration 27Q: 3 clusters Score -783529.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -783532.687500 Penalty: 2855.300293
	Iteration 28Q: 3 clusters Score -783532.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -783537.187500 Penalty: 2855.300293
	Iteration 29Q: 3 clusters Score -783537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -783538.562500 Penalty: 2855.300293
	Iteration 30Q: 3 clusters Score -783538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -783538.437500 Penalty: 2855.300293
	Iteration 31Q: 3 clusters Score -783538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -783542.500000 Penalty: 2855.300293
	Iteration 32Q: 3 clusters Score -783542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -783543.687500 Penalty: 2855.300293
	Iteration 33Q: 3 clusters Score -783543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -783545.750000 Penalty: 2855.300293
	Iteration 34Q: 3 clusters Score -783545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -783547.375000 Penalty: 2855.300293
	Iteration 35Q: 3 clusters Score -783547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -783547.812500 Penalty: 2855.300293
	Iteration 36Q: 3 clusters Score -783547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -783549.625000 Penalty: 2855.300293
	Iteration 37Q: 3 clusters Score -783549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -783551.750000 Penalty: 2855.300293
	Iteration 38Q: 3 clusters Score -783551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -783554.437500 Penalty: 2855.300293
	Iteration 39Q: 3 clusters Score -783554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -783554.812500 Penalty: 2855.300293
	Iteration 40F: 3 clusters Score -783554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -783555.437500 Penalty: 2855.300293
	Iteration 41Q: 3 clusters Score -783555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -783555.437500 Penalty: 2855.300293
	Iteration 42F: 3 clusters Score -783555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 106487 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107014 members 
Mstep: Class 7 contains 104661 members 
Mstep: Class 8 contains 86367 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 97910 members 
Mstep: Class 18 contains 86884 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115581 members 
Mstep: Class 23 contains 106876 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61269 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 113831 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17047 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5055 members 
Mstep: Class 40 contains 634 members 
Mstep: Class 41 contains 4503 members 
Entering Unmasked Estep 
Score: -141734560.000000 Penalty: 93015.281250
Splitting cluster 10 changes total score from -141736016.000000 to -141734560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -43305.460938 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -43305.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42384.757812 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -42384.76 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43185.398438 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -43185.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43853.382812 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -43853.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44120.644531 Penalty: 2020.396973
	Iteration 3F: 3 clusters Score -44120.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44246.769531 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -44246.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44335.753906 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -44335.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44458.394531 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -44458.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44585.371094 Penalty: 2020.396973
	Iteration 7Q: 3 clusters Score -44585.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44667.703125 Penalty: 2020.396973
	Iteration 8Q: 3 clusters Score -44667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44741.148438 Penalty: 2020.396973
	Iteration 9Q: 3 clusters Score -44741.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44830.667969 Penalty: 2020.396973
	Iteration 10Q: 3 clusters Score -44830.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45040.640625 Penalty: 2020.396973
	Iteration 11Q: 3 clusters Score -45040.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45085.539062 Penalty: 2020.396973
	Iteration 12Q: 3 clusters Score -45085.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45101.980469 Penalty: 2020.396973
	Iteration 13Q: 3 clusters Score -45101.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45101.980469 Penalty: 2020.396973
	Iteration 14F: 3 clusters Score -45101.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 106487 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107014 members 
Mstep: Class 7 contains 104661 members 
Mstep: Class 8 contains 86367 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 97910 members 
Mstep: Class 18 contains 86884 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115581 members 
Mstep: Class 23 contains 106876 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61269 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 113831 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17047 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5055 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 4503 members 
Entering Unmasked Estep 
Score: -141736272.000000 Penalty: 93015.281250
Splitting cluster 11 changes total score from -141736016.000000 to -141736272.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 12 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -832001.062500 Penalty: 1432.376953
	Iteration 0F: 2 clusters Score -832001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -826907.062500 Penalty: 2864.753906
	Iteration 0F: 3 clusters Score -826907.1 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -828432.937500 Penalty: 2864.753906
	Iteration 1F: 3 clusters Score -828432.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -828786.375000 Penalty: 2864.753906
	Iteration 2F: 3 clusters Score -828786.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -829196.937500 Penalty: 2864.753906
	Iteration 3F: 3 clusters Score -829196.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -829647.750000 Penalty: 2864.753906
	Iteration 4F: 3 clusters Score -829647.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -830025.000000 Penalty: 2864.753906
	Iteration 5F: 3 clusters Score -830025 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -830317.125000 Penalty: 2864.753906
	Iteration 6F: 3 clusters Score -830317.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -830508.000000 Penalty: 2864.753906
	Iteration 7Q: 3 clusters Score -830508 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -830655.875000 Penalty: 2864.753906
	Iteration 8Q: 3 clusters Score -830655.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -830780.812500 Penalty: 2864.753906
	Iteration 9Q: 3 clusters Score -830780.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -830873.000000 Penalty: 2864.753906
	Iteration 10Q: 3 clusters Score -830873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -830964.500000 Penalty: 2864.753906
	Iteration 11Q: 3 clusters Score -830964.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -831055.187500 Penalty: 2864.753906
	Iteration 12Q: 3 clusters Score -831055.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -831139.750000 Penalty: 2864.753906
	Iteration 13Q: 3 clusters Score -831139.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -831207.125000 Penalty: 2864.753906
	Iteration 14Q: 3 clusters Score -831207.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -831245.437500 Penalty: 2864.753906
	Iteration 15Q: 3 clusters Score -831245.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -831276.375000 Penalty: 2864.753906
	Iteration 16Q: 3 clusters Score -831276.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -831288.875000 Penalty: 2864.753906
	Iteration 17Q: 3 clusters Score -831288.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -831294.250000 Penalty: 2864.753906
	Iteration 18Q: 3 clusters Score -831294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -831299.312500 Penalty: 2864.753906
	Iteration 19Q: 3 clusters Score -831299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -831299.625000 Penalty: 2864.753906
	Iteration 20F: 3 clusters Score -831299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -831301.062500 Penalty: 2864.753906
	Iteration 21Q: 3 clusters Score -831301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -831301.062500 Penalty: 2864.753906
	Iteration 22F: 3 clusters Score -831301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Entering Unmasked Estep 
Score: -1774610.125000 Penalty: 1556.767822
	Iteration 0F: 2 clusters Score -1774610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1764626.125000 Penalty: 3113.535645
	Iteration 0F: 3 clusters Score -1764626 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1768028.250000 Penalty: 3113.535645
	Iteration 1F: 3 clusters Score -1768028 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1768400.250000 Penalty: 3113.535645
	Iteration 2F: 3 clusters Score -1768400 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1768849.000000 Penalty: 3113.535645
	Iteration 3F: 3 clusters Score -1768849 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1769478.250000 Penalty: 3113.535645
	Iteration 4F: 3 clusters Score -1769478 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1770288.625000 Penalty: 3113.535645
	Iteration 5F: 3 clusters Score -1770289 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1771135.375000 Penalty: 3113.535645
	Iteration 6F: 3 clusters Score -1771135 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1771959.000000 Penalty: 3113.535645
	Iteration 7F: 3 clusters Score -1771959 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1772589.875000 Penalty: 3113.535645
	Iteration 8Q: 3 clusters Score -1772590 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1772977.375000 Penalty: 3113.535645
	Iteration 9Q: 3 clusters Score -1772977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1773175.250000 Penalty: 3113.535645
	Iteration 10Q: 3 clusters Score -1773175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1773292.875000 Penalty: 3113.535645
	Iteration 11Q: 3 clusters Score -1773293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1773363.125000 Penalty: 3113.535645
	Iteration 12Q: 3 clusters Score -1773363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1773415.125000 Penalty: 3113.535645
	Iteration 13Q: 3 clusters Score -1773415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1773451.125000 Penalty: 3113.535645
	Iteration 14Q: 3 clusters Score -1773451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1773473.500000 Penalty: 3113.535645
	Iteration 15Q: 3 clusters Score -1773474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1773483.250000 Penalty: 3113.535645
	Iteration 16Q: 3 clusters Score -1773483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1773486.750000 Penalty: 3113.535645
	Iteration 17Q: 3 clusters Score -1773487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1773487.750000 Penalty: 3113.535645
	Iteration 18Q: 3 clusters Score -1773488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1773487.750000 Penalty: 3113.535645
	Iteration 19F: 3 clusters Score -1773488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Entering Unmasked Estep 
Score: -888133.750000 Penalty: 1450.537598
	Iteration 0F: 2 clusters Score -888133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -882582.000000 Penalty: 2901.075195
	Iteration 0F: 3 clusters Score -882582 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -884385.625000 Penalty: 2901.075195
	Iteration 1F: 3 clusters Score -884385.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -884773.000000 Penalty: 2901.075195
	Iteration 2F: 3 clusters Score -884773 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -885150.500000 Penalty: 2901.075195
	Iteration 3F: 3 clusters Score -885150.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -885475.250000 Penalty: 2901.075195
	Iteration 4F: 3 clusters Score -885475.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -885728.812500 Penalty: 2901.075195
	Iteration 5F: 3 clusters Score -885728.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -885907.250000 Penalty: 2901.075195
	Iteration 6Q: 3 clusters Score -885907.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -886034.687500 Penalty: 2901.075195
	Iteration 7Q: 3 clusters Score -886034.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -886128.625000 Penalty: 2901.075195
	Iteration 8Q: 3 clusters Score -886128.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -886200.812500 Penalty: 2901.075195
	Iteration 9Q: 3 clusters Score -886200.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -886256.125000 Penalty: 2901.075195
	Iteration 10Q: 3 clusters Score -886256.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -886307.562500 Penalty: 2901.075195
	Iteration 11Q: 3 clusters Score -886307.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -886371.375000 Penalty: 2901.075195
	Iteration 12Q: 3 clusters Score -886371.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -886451.937500 Penalty: 2901.075195
	Iteration 13Q: 3 clusters Score -886451.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -886524.187500 Penalty: 2901.075195
	Iteration 14Q: 3 clusters Score -886524.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -886596.812500 Penalty: 2901.075195
	Iteration 15Q: 3 clusters Score -886596.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -886646.500000 Penalty: 2901.075195
	Iteration 16Q: 3 clusters Score -886646.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -886688.375000 Penalty: 2901.075195
	Iteration 17Q: 3 clusters Score -886688.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -886740.062500 Penalty: 2901.075195
	Iteration 18Q: 3 clusters Score -886740.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -886806.500000 Penalty: 2901.075195
	Iteration 19Q: 3 clusters Score -886806.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -886870.062500 Penalty: 2901.075195
	Iteration 20F: 3 clusters Score -886870.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -886926.250000 Penalty: 2901.075195
	Iteration 21Q: 3 clusters Score -886926.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -886978.000000 Penalty: 2901.075195
	Iteration 22Q: 3 clusters Score -886978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -887015.812500 Penalty: 2901.075195
	Iteration 23Q: 3 clusters Score -887015.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -887052.125000 Penalty: 2901.075195
	Iteration 24Q: 3 clusters Score -887052.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -887102.750000 Penalty: 2901.075195
	Iteration 25Q: 3 clusters Score -887102.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -887166.062500 Penalty: 2901.075195
	Iteration 26Q: 3 clusters Score -887166.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -887230.312500 Penalty: 2901.075195
	Iteration 27Q: 3 clusters Score -887230.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -887279.062500 Penalty: 2901.075195
	Iteration 28Q: 3 clusters Score -887279.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -887316.125000 Penalty: 2901.075195
	Iteration 29Q: 3 clusters Score -887316.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -887338.875000 Penalty: 2901.075195
	Iteration 30Q: 3 clusters Score -887338.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -887362.625000 Penalty: 2901.075195
	Iteration 31Q: 3 clusters Score -887362.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -887385.750000 Penalty: 2901.075195
	Iteration 32Q: 3 clusters Score -887385.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -887396.062500 Penalty: 2901.075195
	Iteration 33Q: 3 clusters Score -887396.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -887405.250000 Penalty: 2901.075195
	Iteration 34Q: 3 clusters Score -887405.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -887413.812500 Penalty: 2901.075195
	Iteration 35Q: 3 clusters Score -887413.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -887422.625000 Penalty: 2901.075195
	Iteration 36Q: 3 clusters Score -887422.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -887427.437500 Penalty: 2901.075195
	Iteration 37Q: 3 clusters Score -887427.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -887436.125000 Penalty: 2901.075195
	Iteration 38Q: 3 clusters Score -887436.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -887448.875000 Penalty: 2901.075195
	Iteration 39Q: 3 clusters Score -887448.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -887458.312500 Penalty: 2901.075195
	Iteration 40F: 3 clusters Score -887458.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -887470.125000 Penalty: 2901.075195
	Iteration 41Q: 3 clusters Score -887470.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -887480.812500 Penalty: 2901.075195
	Iteration 42Q: 3 clusters Score -887480.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -887486.375000 Penalty: 2901.075195
	Iteration 43Q: 3 clusters Score -887486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -887488.250000 Penalty: 2901.075195
	Iteration 44Q: 3 clusters Score -887488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -887491.500000 Penalty: 2901.075195
	Iteration 45Q: 3 clusters Score -887491.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -887493.312500 Penalty: 2901.075195
	Iteration 46Q: 3 clusters Score -887493.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -887497.437500 Penalty: 2901.075195
	Iteration 47Q: 3 clusters Score -887497.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -887504.562500 Penalty: 2901.075195
	Iteration 48Q: 3 clusters Score -887504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -887506.125000 Penalty: 2901.075195
	Iteration 49Q: 3 clusters Score -887506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -887508.062500 Penalty: 2901.075195
	Iteration 50Q: 3 clusters Score -887508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -887508.750000 Penalty: 2901.075195
	Iteration 51Q: 3 clusters Score -887508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -887512.375000 Penalty: 2901.075195
	Iteration 52Q: 3 clusters Score -887512.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -887512.125000 Penalty: 2901.075195
	Iteration 53Q: 3 clusters Score -887512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -887512.250000 Penalty: 2901.075195
	Iteration 54Q: 3 clusters Score -887512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -887513.062500 Penalty: 2901.075195
	Iteration 55Q: 3 clusters Score -887513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -887514.687500 Penalty: 2901.075195
	Iteration 56Q: 3 clusters Score -887514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -887514.125000 Penalty: 2901.075195
	Iteration 57Q: 3 clusters Score -887514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -887514.125000 Penalty: 2901.075195
	Iteration 58F: 3 clusters Score -887514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -393045.218750 Penalty: 1315.286865
	Iteration 0F: 2 clusters Score -393045.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -390181.093750 Penalty: 2630.573730
	Iteration 0F: 3 clusters Score -390181.1 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -391134.843750 Penalty: 2630.573730
	Iteration 1F: 3 clusters Score -391134.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -391506.500000 Penalty: 2630.573730
	Iteration 2F: 3 clusters Score -391506.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -391805.968750 Penalty: 2630.573730
	Iteration 3F: 3 clusters Score -391806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -392028.531250 Penalty: 2630.573730
	Iteration 4F: 3 clusters Score -392028.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -392265.531250 Penalty: 2630.573730
	Iteration 5F: 3 clusters Score -392265.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -392410.656250 Penalty: 2630.573730
	Iteration 6Q: 3 clusters Score -392410.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -392491.906250 Penalty: 2630.573730
	Iteration 7Q: 3 clusters Score -392491.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -392526.781250 Penalty: 2630.573730
	Iteration 8Q: 3 clusters Score -392526.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -392546.312500 Penalty: 2630.573730
	Iteration 9Q: 3 clusters Score -392546.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -392555.250000 Penalty: 2630.573730
	Iteration 10Q: 3 clusters Score -392555.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -392565.968750 Penalty: 2630.573730
	Iteration 11Q: 3 clusters Score -392566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -392573.156250 Penalty: 2630.573730
	Iteration 12Q: 3 clusters Score -392573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -392578.000000 Penalty: 2630.573730
	Iteration 13Q: 3 clusters Score -392578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -392580.875000 Penalty: 2630.573730
	Iteration 14Q: 3 clusters Score -392580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -392582.000000 Penalty: 2630.573730
	Iteration 15Q: 3 clusters Score -392582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -392583.656250 Penalty: 2630.573730
	Iteration 16Q: 3 clusters Score -392583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -392585.718750 Penalty: 2630.573730
	Iteration 17Q: 3 clusters Score -392585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -392586.968750 Penalty: 2630.573730
	Iteration 18Q: 3 clusters Score -392587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -392588.156250 Penalty: 2630.573730
	Iteration 19Q: 3 clusters Score -392588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -392588.875000 Penalty: 2630.573730
	Iteration 20F: 3 clusters Score -392588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -392589.781250 Penalty: 2630.573730
	Iteration 21Q: 3 clusters Score -392589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -392590.718750 Penalty: 2630.573730
	Iteration 22Q: 3 clusters Score -392590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -392590.843750 Penalty: 2630.573730
	Iteration 23Q: 3 clusters Score -392590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -392590.843750 Penalty: 2630.573730
	Iteration 24F: 3 clusters Score -392590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Entering Unmasked Estep 
Score: -5005353.500000 Penalty: 1719.999634
	Iteration 0F: 2 clusters Score -5005354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4978767.000000 Penalty: 3439.999268
	Iteration 0F: 3 clusters Score -4978767 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4989253.000000 Penalty: 3439.999268
	Iteration 1F: 3 clusters Score -4989253 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4989905.500000 Penalty: 3439.999268
	Iteration 2Q: 3 clusters Score -4989906 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -4990696.000000 Penalty: 3439.999268
	Iteration 3Q: 3 clusters Score -4990696 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4991736.000000 Penalty: 3439.999268
	Iteration 4F: 3 clusters Score -4991736 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4993192.000000 Penalty: 3439.999268
	Iteration 5F: 3 clusters Score -4993192 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4995234.000000 Penalty: 3439.999268
	Iteration 6F: 3 clusters Score -4995234 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4997711.000000 Penalty: 3439.999268
	Iteration 7F: 3 clusters Score -4997711 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4999960.000000 Penalty: 3439.999268
	Iteration 8F: 3 clusters Score -4999960 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5001672.000000 Penalty: 3439.999268
	Iteration 9Q: 3 clusters Score -5001672 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -5002770.000000 Penalty: 3439.999268
	Iteration 10Q: 3 clusters Score -5002770 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5003278.000000 Penalty: 3439.999268
	Iteration 11Q: 3 clusters Score -5003278 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5003517.000000 Penalty: 3439.999268
	Iteration 12Q: 3 clusters Score -5003517 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5003652.000000 Penalty: 3439.999268
	Iteration 13Q: 3 clusters Score -5003652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5003712.000000 Penalty: 3439.999268
	Iteration 14Q: 3 clusters Score -5003712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5003759.000000 Penalty: 3439.999268
	Iteration 15Q: 3 clusters Score -5003759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5003793.000000 Penalty: 3439.999268
	Iteration 16Q: 3 clusters Score -5003793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5003823.000000 Penalty: 3439.999268
	Iteration 17Q: 3 clusters Score -5003823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5003831.500000 Penalty: 3439.999268
	Iteration 18Q: 3 clusters Score -5003832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5003841.000000 Penalty: 3439.999268
	Iteration 19Q: 3 clusters Score -5003841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5003849.000000 Penalty: 3439.999268
	Iteration 20F: 3 clusters Score -5003849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5003854.500000 Penalty: 3439.999268
	Iteration 21Q: 3 clusters Score -5003854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5003857.500000 Penalty: 3439.999268
	Iteration 22Q: 3 clusters Score -5003858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5003860.000000 Penalty: 3439.999268
	Iteration 23Q: 3 clusters Score -5003860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5003865.000000 Penalty: 3439.999268
	Iteration 24Q: 3 clusters Score -5003865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5003868.500000 Penalty: 3439.999268
	Iteration 25Q: 3 clusters Score -5003868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5003873.500000 Penalty: 3439.999268
	Iteration 26Q: 3 clusters Score -5003874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5003876.500000 Penalty: 3439.999268
	Iteration 27Q: 3 clusters Score -5003876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5003876.500000 Penalty: 3439.999268
	Iteration 28F: 3 clusters Score -5003876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Entering Unmasked Estep 
Score: -12447124.000000 Penalty: 1867.418213
	Iteration 0F: 2 clusters Score -1.244712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -12382232.000000 Penalty: 3734.836426
	Iteration 0F: 3 clusters Score -1.238223e+07 nChanged 46897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -12409923.000000 Penalty: 3734.836426
	Iteration 1F: 3 clusters Score -1.240992e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -12411034.000000 Penalty: 3734.836426
	Iteration 2Q: 3 clusters Score -1.241103e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -12412659.000000 Penalty: 3734.836426
	Iteration 3Q: 3 clusters Score -1.241266e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -12415169.000000 Penalty: 3734.836426
	Iteration 4F: 3 clusters Score -1.241517e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -12419017.000000 Penalty: 3734.836426
	Iteration 5F: 3 clusters Score -1.241902e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -12424394.000000 Penalty: 3734.836426
	Iteration 6F: 3 clusters Score -1.242439e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -12430369.000000 Penalty: 3734.836426
	Iteration 7F: 3 clusters Score -1.243037e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -12435513.000000 Penalty: 3734.836426
	Iteration 8F: 3 clusters Score -1.243551e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -12439055.000000 Penalty: 3734.836426
	Iteration 9Q: 3 clusters Score -1.243906e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -12441154.000000 Penalty: 3734.836426
	Iteration 10Q: 3 clusters Score -1.244115e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -12442661.000000 Penalty: 3734.836426
	Iteration 11Q: 3 clusters Score -1.244266e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -12443553.000000 Penalty: 3734.836426
	Iteration 12Q: 3 clusters Score -1.244355e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -12444161.000000 Penalty: 3734.836426
	Iteration 13Q: 3 clusters Score -1.244416e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -12444594.000000 Penalty: 3734.836426
	Iteration 14Q: 3 clusters Score -1.244459e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -12444917.000000 Penalty: 3734.836426
	Iteration 15Q: 3 clusters Score -1.244492e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -12445092.000000 Penalty: 3734.836426
	Iteration 16Q: 3 clusters Score -1.244509e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -12445268.000000 Penalty: 3734.836426
	Iteration 17Q: 3 clusters Score -1.244527e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -12445360.000000 Penalty: 3734.836426
	Iteration 18Q: 3 clusters Score -1.244536e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -12445404.000000 Penalty: 3734.836426
	Iteration 19Q: 3 clusters Score -1.24454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -12445434.000000 Penalty: 3734.836426
	Iteration 20F: 3 clusters Score -1.244543e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -12445448.000000 Penalty: 3734.836426
	Iteration 21Q: 3 clusters Score -1.244545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -12445468.000000 Penalty: 3734.836426
	Iteration 22Q: 3 clusters Score -1.244547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -12445476.000000 Penalty: 3734.836426
	Iteration 23Q: 3 clusters Score -1.244548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -12445489.000000 Penalty: 3734.836426
	Iteration 24Q: 3 clusters Score -1.244549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -12445497.000000 Penalty: 3734.836426
	Iteration 25Q: 3 clusters Score -1.24455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -12445507.000000 Penalty: 3734.836426
	Iteration 26Q: 3 clusters Score -1.244551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -12445521.000000 Penalty: 3734.836426
	Iteration 27Q: 3 clusters Score -1.244552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12445542.000000 Penalty: 3734.836426
	Iteration 28Q: 3 clusters Score -1.244554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12445537.000000 Penalty: 3734.836426
	Iteration 29Q: 3 clusters Score -1.244554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -12445541.000000 Penalty: 3734.836426
	Iteration 30Q: 3 clusters Score -1.244554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 97570 members 
Entering Unmasked Estep 
Score: -12445543.000000 Penalty: 3734.836426
	Iteration 31Q: 3 clusters Score -1.244554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -12445545.000000 Penalty: 3734.836426
	Iteration 32Q: 3 clusters Score -1.244554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -12445545.000000 Penalty: 3734.836426
	Iteration 33Q: 3 clusters Score -1.244554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -12445555.000000 Penalty: 3734.836426
	Iteration 34Q: 3 clusters Score -1.244556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -12445548.000000 Penalty: 3734.836426
	Iteration 35Q: 3 clusters Score -1.244555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -12445548.000000 Penalty: 3734.836426
	Iteration 36Q: 3 clusters Score -1.244555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -12445549.000000 Penalty: 3734.836426
	Iteration 37Q: 3 clusters Score -1.244555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -12445554.000000 Penalty: 3734.836426
	Iteration 38Q: 3 clusters Score -1.244555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -12445554.000000 Penalty: 3734.836426
	Iteration 39F: 3 clusters Score -1.244555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Entering Unmasked Estep 
Score: -10734491.000000 Penalty: 1848.003418
	Iteration 0F: 2 clusters Score -1.073449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -10676626.000000 Penalty: 3696.006836
	Iteration 0F: 3 clusters Score -1.067663e+07 nChanged 41463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -10700389.000000 Penalty: 3696.006836
	Iteration 1F: 3 clusters Score -1.070039e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -10701069.000000 Penalty: 3696.006836
	Iteration 2Q: 3 clusters Score -1.070107e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -10701862.000000 Penalty: 3696.006836
	Iteration 3Q: 3 clusters Score -1.070186e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -10702572.000000 Penalty: 3696.006836
	Iteration 4Q: 3 clusters Score -1.070257e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -10703539.000000 Penalty: 3696.006836
	Iteration 5Q: 3 clusters Score -1.070354e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -10704642.000000 Penalty: 3696.006836
	Iteration 6Q: 3 clusters Score -1.070464e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -10705888.000000 Penalty: 3696.006836
	Iteration 7Q: 3 clusters Score -1.070589e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -10707653.000000 Penalty: 3696.006836
	Iteration 8Q: 3 clusters Score -1.070765e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -10709603.000000 Penalty: 3696.006836
	Iteration 9Q: 3 clusters Score -1.07096e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -10712096.000000 Penalty: 3696.006836
	Iteration 10Q: 3 clusters Score -1.07121e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -10714841.000000 Penalty: 3696.006836
	Iteration 11F: 3 clusters Score -1.071484e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -10717869.000000 Penalty: 3696.006836
	Iteration 12F: 3 clusters Score -1.071787e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -10720640.000000 Penalty: 3696.006836
	Iteration 13Q: 3 clusters Score -1.072064e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -10722724.000000 Penalty: 3696.006836
	Iteration 14Q: 3 clusters Score -1.072272e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -10724261.000000 Penalty: 3696.006836
	Iteration 15Q: 3 clusters Score -1.072426e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -10725381.000000 Penalty: 3696.006836
	Iteration 16Q: 3 clusters Score -1.072538e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -10726339.000000 Penalty: 3696.006836
	Iteration 17Q: 3 clusters Score -1.072634e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -10727253.000000 Penalty: 3696.006836
	Iteration 18Q: 3 clusters Score -1.072725e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -10728056.000000 Penalty: 3696.006836
	Iteration 19Q: 3 clusters Score -1.072806e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -10728740.000000 Penalty: 3696.006836
	Iteration 20F: 3 clusters Score -1.072874e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -10729473.000000 Penalty: 3696.006836
	Iteration 21Q: 3 clusters Score -1.072947e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -10730090.000000 Penalty: 3696.006836
	Iteration 22Q: 3 clusters Score -1.073009e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -10730733.000000 Penalty: 3696.006836
	Iteration 23Q: 3 clusters Score -1.073073e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -10731268.000000 Penalty: 3696.006836
	Iteration 24Q: 3 clusters Score -1.073127e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -10731696.000000 Penalty: 3696.006836
	Iteration 25Q: 3 clusters Score -1.07317e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -10731980.000000 Penalty: 3696.006836
	Iteration 26Q: 3 clusters Score -1.073198e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -10732242.000000 Penalty: 3696.006836
	Iteration 27Q: 3 clusters Score -1.073224e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -10732428.000000 Penalty: 3696.006836
	Iteration 28Q: 3 clusters Score -1.073243e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -10732519.000000 Penalty: 3696.006836
	Iteration 29Q: 3 clusters Score -1.073252e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -10732638.000000 Penalty: 3696.006836
	Iteration 30Q: 3 clusters Score -1.073264e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -10732741.000000 Penalty: 3696.006836
	Iteration 31Q: 3 clusters Score -1.073274e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -10732802.000000 Penalty: 3696.006836
	Iteration 32Q: 3 clusters Score -1.07328e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -10732852.000000 Penalty: 3696.006836
	Iteration 33Q: 3 clusters Score -1.073285e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -10732859.000000 Penalty: 3696.006836
	Iteration 34Q: 3 clusters Score -1.073286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
Score: -10732870.000000 Penalty: 3696.006836
	Iteration 35Q: 3 clusters Score -1.073287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -10732869.000000 Penalty: 3696.006836
	Iteration 36Q: 3 clusters Score -1.073287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -10732882.000000 Penalty: 3696.006836
	Iteration 37Q: 3 clusters Score -1.073288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -10732884.000000 Penalty: 3696.006836
	Iteration 38Q: 3 clusters Score -1.073288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -10732882.000000 Penalty: 3696.006836
	Iteration 39Q: 3 clusters Score -1.073288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -10732896.000000 Penalty: 3696.006836
	Iteration 40F: 3 clusters Score -1.07329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -10732892.000000 Penalty: 3696.006836
	Iteration 41Q: 3 clusters Score -1.073289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -10732897.000000 Penalty: 3696.006836
	Iteration 42Q: 3 clusters Score -1.07329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -10732900.000000 Penalty: 3696.006836
	Iteration 43Q: 3 clusters Score -1.07329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -10732903.000000 Penalty: 3696.006836
	Iteration 44Q: 3 clusters Score -1.07329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -10732905.000000 Penalty: 3696.006836
	Iteration 45Q: 3 clusters Score -1.07329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -10732914.000000 Penalty: 3696.006836
	Iteration 46Q: 3 clusters Score -1.073291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -10732915.000000 Penalty: 3696.006836
	Iteration 47Q: 3 clusters Score -1.073292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -10732915.000000 Penalty: 3696.006836
	Iteration 48Q: 3 clusters Score -1.073292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -10732925.000000 Penalty: 3696.006836
	Iteration 49Q: 3 clusters Score -1.073292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -10732920.000000 Penalty: 3696.006836
	Iteration 50Q: 3 clusters Score -1.073292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -10732919.000000 Penalty: 3696.006836
	Iteration 51Q: 3 clusters Score -1.073292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -10732921.000000 Penalty: 3696.006836
	Iteration 52Q: 3 clusters Score -1.073292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -10732921.000000 Penalty: 3696.006836
	Iteration 53Q: 3 clusters Score -1.073292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -10732925.000000 Penalty: 3696.006836
	Iteration 54Q: 3 clusters Score -1.073292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -10732925.000000 Penalty: 3696.006836
	Iteration 55Q: 3 clusters Score -1.073292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -10732921.000000 Penalty: 3696.006836
	Iteration 56Q: 3 clusters Score -1.073292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -10732921.000000 Penalty: 3696.006836
	Iteration 57F: 3 clusters Score -1.073292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -247978.875000 Penalty: 1239.871094
	Iteration 0F: 2 clusters Score -247978.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -245816.828125 Penalty: 2479.742188
	Iteration 0F: 3 clusters Score -245816.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -246326.234375 Penalty: 2479.742188
	Iteration 1F: 3 clusters Score -246326.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -246497.781250 Penalty: 2479.742188
	Iteration 2F: 3 clusters Score -246497.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -246629.312500 Penalty: 2479.742188
	Iteration 3F: 3 clusters Score -246629.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -246736.093750 Penalty: 2479.742188
	Iteration 4F: 3 clusters Score -246736.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -246843.984375 Penalty: 2479.742188
	Iteration 5Q: 3 clusters Score -246844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -246951.234375 Penalty: 2479.742188
	Iteration 6Q: 3 clusters Score -246951.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -247051.515625 Penalty: 2479.742188
	Iteration 7Q: 3 clusters Score -247051.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -247132.343750 Penalty: 2479.742188
	Iteration 8Q: 3 clusters Score -247132.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -247216.234375 Penalty: 2479.742188
	Iteration 9Q: 3 clusters Score -247216.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -247275.718750 Penalty: 2479.742188
	Iteration 10Q: 3 clusters Score -247275.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -247302.843750 Penalty: 2479.742188
	Iteration 11Q: 3 clusters Score -247302.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -247326.703125 Penalty: 2479.742188
	Iteration 12Q: 3 clusters Score -247326.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -247354.734375 Penalty: 2479.742188
	Iteration 13Q: 3 clusters Score -247354.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -247377.140625 Penalty: 2479.742188
	Iteration 14Q: 3 clusters Score -247377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -247382.718750 Penalty: 2479.742188
	Iteration 15Q: 3 clusters Score -247382.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -247392.796875 Penalty: 2479.742188
	Iteration 16Q: 3 clusters Score -247392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -247400.375000 Penalty: 2479.742188
	Iteration 17Q: 3 clusters Score -247400.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -247406.250000 Penalty: 2479.742188
	Iteration 18Q: 3 clusters Score -247406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -247415.062500 Penalty: 2479.742188
	Iteration 19Q: 3 clusters Score -247415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -247418.203125 Penalty: 2479.742188
	Iteration 20F: 3 clusters Score -247418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -247419.156250 Penalty: 2479.742188
	Iteration 21Q: 3 clusters Score -247419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -247420.921875 Penalty: 2479.742188
	Iteration 22Q: 3 clusters Score -247420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -247420.921875 Penalty: 2479.742188
	Iteration 23F: 3 clusters Score -247420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -149216.671875 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -149216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147576.687500 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -147576.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147992.859375 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -147992.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -148184.015625 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -148184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -148376.171875 Penalty: 2338.923096
	Iteration 3F: 3 clusters Score -148376.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -148612.531250 Penalty: 2338.923096
	Iteration 4F: 3 clusters Score -148612.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -148759.640625 Penalty: 2338.923096
	Iteration 5F: 3 clusters Score -148759.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -148856.562500 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -148856.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -148904.015625 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -148904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -148950.203125 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -148950.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -148976.500000 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -148976.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -148995.765625 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -148995.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -149017.890625 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -149017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -149024.906250 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -149024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -149031.312500 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -149031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -149032.703125 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -149032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -149032.859375 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -149032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -149032.859375 Penalty: 2338.923096
	Iteration 16F: 3 clusters Score -149032.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -54738.355469 Penalty: 1021.474670
	Iteration 0F: 2 clusters Score -54738.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53709.171875 Penalty: 2042.949341
	Iteration 0F: 3 clusters Score -53709.17 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54029.378906 Penalty: 2042.949341
	Iteration 1F: 3 clusters Score -54029.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54139.800781 Penalty: 2042.949341
	Iteration 2F: 3 clusters Score -54139.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54212.902344 Penalty: 2042.949341
	Iteration 3F: 3 clusters Score -54212.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54234.718750 Penalty: 2042.949341
	Iteration 4Q: 3 clusters Score -54234.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54259.160156 Penalty: 2042.949341
	Iteration 5Q: 3 clusters Score -54259.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54281.582031 Penalty: 2042.949341
	Iteration 6Q: 3 clusters Score -54281.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54294.175781 Penalty: 2042.949341
	Iteration 7Q: 3 clusters Score -54294.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54302.183594 Penalty: 2042.949341
	Iteration 8Q: 3 clusters Score -54302.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54305.843750 Penalty: 2042.949341
	Iteration 9Q: 3 clusters Score -54305.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54316.128906 Penalty: 2042.949341
	Iteration 10Q: 3 clusters Score -54316.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54339.722656 Penalty: 2042.949341
	Iteration 11Q: 3 clusters Score -54339.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54347.386719 Penalty: 2042.949341
	Iteration 12Q: 3 clusters Score -54347.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54353.496094 Penalty: 2042.949341
	Iteration 13Q: 3 clusters Score -54353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54354.531250 Penalty: 2042.949341
	Iteration 14Q: 3 clusters Score -54354.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54354.531250 Penalty: 2042.949341
	Iteration 15F: 3 clusters Score -54354.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Entering Unmasked Estep 
Score: -14500253.000000 Penalty: 1894.380737
	Iteration 0F: 2 clusters Score -1.450025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -14425885.000000 Penalty: 3788.761475
	Iteration 0F: 3 clusters Score -1.442588e+07 nChanged 55584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -14458281.000000 Penalty: 3788.761475
	Iteration 1F: 3 clusters Score -1.445828e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -14459242.000000 Penalty: 3788.761475
	Iteration 2Q: 3 clusters Score -1.445924e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -14460597.000000 Penalty: 3788.761475
	Iteration 3Q: 3 clusters Score -1.44606e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -14462626.000000 Penalty: 3788.761475
	Iteration 4Q: 3 clusters Score -1.446263e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -14465842.000000 Penalty: 3788.761475
	Iteration 5F: 3 clusters Score -1.446584e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -14470525.000000 Penalty: 3788.761475
	Iteration 6F: 3 clusters Score -1.447052e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -14476701.000000 Penalty: 3788.761475
	Iteration 7F: 3 clusters Score -1.44767e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -14483147.000000 Penalty: 3788.761475
	Iteration 8F: 3 clusters Score -1.448315e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -14488830.000000 Penalty: 3788.761475
	Iteration 9F: 3 clusters Score -1.448883e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -14492732.000000 Penalty: 3788.761475
	Iteration 10Q: 3 clusters Score -1.449273e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -14495088.000000 Penalty: 3788.761475
	Iteration 11Q: 3 clusters Score -1.449509e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -14496519.000000 Penalty: 3788.761475
	Iteration 12Q: 3 clusters Score -1.449652e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -14497295.000000 Penalty: 3788.761475
	Iteration 13Q: 3 clusters Score -1.44973e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -14497715.000000 Penalty: 3788.761475
	Iteration 14Q: 3 clusters Score -1.449772e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 112591 members 
Entering Unmasked Estep 
Score: -14498043.000000 Penalty: 3788.761475
	Iteration 15Q: 3 clusters Score -1.449804e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -14498220.000000 Penalty: 3788.761475
	Iteration 16Q: 3 clusters Score -1.449822e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 113443 members 
Entering Unmasked Estep 
Score: -14498327.000000 Penalty: 3788.761475
	Iteration 17Q: 3 clusters Score -1.449833e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -14498425.000000 Penalty: 3788.761475
	Iteration 18Q: 3 clusters Score -1.449842e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -14498508.000000 Penalty: 3788.761475
	Iteration 19Q: 3 clusters Score -1.449851e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -14498528.000000 Penalty: 3788.761475
	Iteration 20F: 3 clusters Score -1.449853e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 114186 members 
Entering Unmasked Estep 
Score: -14498578.000000 Penalty: 3788.761475
	Iteration 21Q: 3 clusters Score -1.449858e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 114272 members 
Entering Unmasked Estep 
Score: -14498617.000000 Penalty: 3788.761475
	Iteration 22Q: 3 clusters Score -1.449862e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -14498605.000000 Penalty: 3788.761475
	Iteration 23Q: 3 clusters Score -1.44986e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -14498624.000000 Penalty: 3788.761475
	Iteration 24Q: 3 clusters Score -1.449862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -14498624.000000 Penalty: 3788.761475
	Iteration 25Q: 3 clusters Score -1.449862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -14498648.000000 Penalty: 3788.761475
	Iteration 26Q: 3 clusters Score -1.449865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 114501 members 
Entering Unmasked Estep 
Score: -14498661.000000 Penalty: 3788.761475
	Iteration 27Q: 3 clusters Score -1.449866e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -14498693.000000 Penalty: 3788.761475
	Iteration 28Q: 3 clusters Score -1.449869e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -14498703.000000 Penalty: 3788.761475
	Iteration 29Q: 3 clusters Score -1.44987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 114582 members 
Entering Unmasked Estep 
Score: -14498729.000000 Penalty: 3788.761475
	Iteration 30Q: 3 clusters Score -1.449873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 114599 members 
Entering Unmasked Estep 
Score: -14498726.000000 Penalty: 3788.761475
	Iteration 31Q: 3 clusters Score -1.449873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 114612 members 
Entering Unmasked Estep 
Score: -14498728.000000 Penalty: 3788.761475
	Iteration 32Q: 3 clusters Score -1.449873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 114629 members 
Entering Unmasked Estep 
Score: -14498734.000000 Penalty: 3788.761475
	Iteration 33Q: 3 clusters Score -1.449873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 114644 members 
Entering Unmasked Estep 
Score: -14498731.000000 Penalty: 3788.761475
	Iteration 34Q: 3 clusters Score -1.449873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 114663 members 
Entering Unmasked Estep 
Score: -14498721.000000 Penalty: 3788.761475
	Iteration 35Q: 3 clusters Score -1.449872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -14498724.000000 Penalty: 3788.761475
	Iteration 36Q: 3 clusters Score -1.449872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -14498742.000000 Penalty: 3788.761475
	Iteration 37Q: 3 clusters Score -1.449874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -14498764.000000 Penalty: 3788.761475
	Iteration 38Q: 3 clusters Score -1.449876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -14498773.000000 Penalty: 3788.761475
	Iteration 39Q: 3 clusters Score -1.449877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -14498779.000000 Penalty: 3788.761475
	Iteration 40F: 3 clusters Score -1.449878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -14498766.000000 Penalty: 3788.761475
	Iteration 41Q: 3 clusters Score -1.449877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -14498775.000000 Penalty: 3788.761475
	Iteration 42Q: 3 clusters Score -1.449878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -14498782.000000 Penalty: 3788.761475
	Iteration 43Q: 3 clusters Score -1.449878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -14498790.000000 Penalty: 3788.761475
	Iteration 44Q: 3 clusters Score -1.449879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -14498788.000000 Penalty: 3788.761475
	Iteration 45Q: 3 clusters Score -1.449879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -14498796.000000 Penalty: 3788.761475
	Iteration 46Q: 3 clusters Score -1.44988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 114761 members 
Entering Unmasked Estep 
Score: -14498802.000000 Penalty: 3788.761475
	Iteration 47Q: 3 clusters Score -1.44988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -14498796.000000 Penalty: 3788.761475
	Iteration 48Q: 3 clusters Score -1.44988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -14498795.000000 Penalty: 3788.761475
	Iteration 49Q: 3 clusters Score -1.44988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -14498800.000000 Penalty: 3788.761475
	Iteration 50Q: 3 clusters Score -1.44988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -14498804.000000 Penalty: 3788.761475
	Iteration 51Q: 3 clusters Score -1.44988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -14498792.000000 Penalty: 3788.761475
	Iteration 52Q: 3 clusters Score -1.449879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -14498801.000000 Penalty: 3788.761475
	Iteration 53Q: 3 clusters Score -1.44988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -14498795.000000 Penalty: 3788.761475
	Iteration 54Q: 3 clusters Score -1.44988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 114772 members 
Entering Unmasked Estep 
Score: -14498799.000000 Penalty: 3788.761475
	Iteration 55Q: 3 clusters Score -1.44988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -14498794.000000 Penalty: 3788.761475
	Iteration 56Q: 3 clusters Score -1.449879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -14498791.000000 Penalty: 3788.761475
	Iteration 57Q: 3 clusters Score -1.449879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -14498790.000000 Penalty: 3788.761475
	Iteration 58Q: 3 clusters Score -1.449879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -14498798.000000 Penalty: 3788.761475
	Iteration 59Q: 3 clusters Score -1.44988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -14498797.000000 Penalty: 3788.761475
	Iteration 60F: 3 clusters Score -1.44988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106876 members 
Entering Unmasked Estep 
Score: -13482227.000000 Penalty: 1881.656494
	Iteration 0F: 2 clusters Score -1.348223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -13411274.000000 Penalty: 3763.312988
	Iteration 0F: 3 clusters Score -1.341127e+07 nChanged 51249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -13440722.000000 Penalty: 3763.312988
	Iteration 1F: 3 clusters Score -1.344072e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -13441416.000000 Penalty: 3763.312988
	Iteration 2Q: 3 clusters Score -1.344142e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -13442118.000000 Penalty: 3763.312988
	Iteration 3Q: 3 clusters Score -1.344212e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -13443365.000000 Penalty: 3763.312988
	Iteration 4Q: 3 clusters Score -1.344336e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -13445107.000000 Penalty: 3763.312988
	Iteration 5Q: 3 clusters Score -1.344511e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -13448313.000000 Penalty: 3763.312988
	Iteration 6F: 3 clusters Score -1.344831e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -13453453.000000 Penalty: 3763.312988
	Iteration 7F: 3 clusters Score -1.345345e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -13460791.000000 Penalty: 3763.312988
	Iteration 8F: 3 clusters Score -1.346079e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -13468097.000000 Penalty: 3763.312988
	Iteration 9F: 3 clusters Score -1.34681e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -13473449.000000 Penalty: 3763.312988
	Iteration 10F: 3 clusters Score -1.347345e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -13476747.000000 Penalty: 3763.312988
	Iteration 11Q: 3 clusters Score -1.347675e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -13478236.000000 Penalty: 3763.312988
	Iteration 12Q: 3 clusters Score -1.347824e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -13479074.000000 Penalty: 3763.312988
	Iteration 13Q: 3 clusters Score -1.347907e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -13479634.000000 Penalty: 3763.312988
	Iteration 14Q: 3 clusters Score -1.347963e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 104707 members 
Entering Unmasked Estep 
Score: -13479973.000000 Penalty: 3763.312988
	Iteration 15Q: 3 clusters Score -1.347997e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 105169 members 
Entering Unmasked Estep 
Score: -13480186.000000 Penalty: 3763.312988
	Iteration 16Q: 3 clusters Score -1.348019e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -13480315.000000 Penalty: 3763.312988
	Iteration 17Q: 3 clusters Score -1.348032e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -13480448.000000 Penalty: 3763.312988
	Iteration 18Q: 3 clusters Score -1.348045e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -13480530.000000 Penalty: 3763.312988
	Iteration 19Q: 3 clusters Score -1.348053e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 105969 members 
Entering Unmasked Estep 
Score: -13480555.000000 Penalty: 3763.312988
	Iteration 20F: 3 clusters Score -1.348056e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -13480585.000000 Penalty: 3763.312988
	Iteration 21Q: 3 clusters Score -1.348058e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -13480624.000000 Penalty: 3763.312988
	Iteration 22Q: 3 clusters Score -1.348062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -13480649.000000 Penalty: 3763.312988
	Iteration 23Q: 3 clusters Score -1.348065e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -13480676.000000 Penalty: 3763.312988
	Iteration 24Q: 3 clusters Score -1.348068e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -13480689.000000 Penalty: 3763.312988
	Iteration 25Q: 3 clusters Score -1.348069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -13480691.000000 Penalty: 3763.312988
	Iteration 26Q: 3 clusters Score -1.348069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -13480677.000000 Penalty: 3763.312988
	Iteration 27Q: 3 clusters Score -1.348068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -13480705.000000 Penalty: 3763.312988
	Iteration 28Q: 3 clusters Score -1.34807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -13480711.000000 Penalty: 3763.312988
	Iteration 29Q: 3 clusters Score -1.348071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -13480713.000000 Penalty: 3763.312988
	Iteration 30Q: 3 clusters Score -1.348071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -13480720.000000 Penalty: 3763.312988
	Iteration 31Q: 3 clusters Score -1.348072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -13480718.000000 Penalty: 3763.312988
	Iteration 32Q: 3 clusters Score -1.348072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -13480717.000000 Penalty: 3763.312988
	Iteration 33Q: 3 clusters Score -1.348072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -13480711.000000 Penalty: 3763.312988
	Iteration 34Q: 3 clusters Score -1.348071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -13480718.000000 Penalty: 3763.312988
	Iteration 35Q: 3 clusters Score -1.348072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13480713.000000 Penalty: 3763.312988
	Iteration 36Q: 3 clusters Score -1.348071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13480713.000000 Penalty: 3763.312988
	Iteration 37F: 3 clusters Score -1.348071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22861.810547 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -22861.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22043.664062 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -22043.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22243.322266 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -22243.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22433.117188 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -22433.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22532.123047 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -22532.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22577.628906 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -22577.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22595.976562 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22595.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22602.019531 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22602.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22602.019531 Penalty: 1871.643066
	Iteration 7F: 3 clusters Score -22602.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (61269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Entering Unmasked Estep 
Score: -7520540.000000 Penalty: 1791.242310
	Iteration 0F: 2 clusters Score -7520540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -7479693.000000 Penalty: 3582.484619
	Iteration 0F: 3 clusters Score -7479693 nChanged 28839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -7496601.500000 Penalty: 3582.484619
	Iteration 1F: 3 clusters Score -7496602 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -7497362.000000 Penalty: 3582.484619
	Iteration 2Q: 3 clusters Score -7497362 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -7498181.500000 Penalty: 3582.484619
	Iteration 3Q: 3 clusters Score -7498182 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -7499073.000000 Penalty: 3582.484619
	Iteration 4Q: 3 clusters Score -7499073 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -7500093.000000 Penalty: 3582.484619
	Iteration 5Q: 3 clusters Score -7500093 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -7501473.500000 Penalty: 3582.484619
	Iteration 6Q: 3 clusters Score -7501474 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -7503373.000000 Penalty: 3582.484619
	Iteration 7F: 3 clusters Score -7503373 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -7505450.500000 Penalty: 3582.484619
	Iteration 8F: 3 clusters Score -7505450 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -7507294.000000 Penalty: 3582.484619
	Iteration 9F: 3 clusters Score -7507294 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7508136.000000 Penalty: 3582.484619
	Iteration 10Q: 3 clusters Score -7508136 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7508522.500000 Penalty: 3582.484619
	Iteration 11Q: 3 clusters Score -7508522 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7508745.500000 Penalty: 3582.484619
	Iteration 12Q: 3 clusters Score -7508746 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7508986.500000 Penalty: 3582.484619
	Iteration 13Q: 3 clusters Score -7508986 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7509245.500000 Penalty: 3582.484619
	Iteration 14Q: 3 clusters Score -7509246 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7509477.000000 Penalty: 3582.484619
	Iteration 15Q: 3 clusters Score -7509477 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7509708.000000 Penalty: 3582.484619
	Iteration 16Q: 3 clusters Score -7509708 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -7510026.500000 Penalty: 3582.484619
	Iteration 17Q: 3 clusters Score -7510026 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -7510386.500000 Penalty: 3582.484619
	Iteration 18Q: 3 clusters Score -7510386 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -7510799.000000 Penalty: 3582.484619
	Iteration 19Q: 3 clusters Score -7510799 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -7511331.500000 Penalty: 3582.484619
	Iteration 20F: 3 clusters Score -7511332 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -7511893.000000 Penalty: 3582.484619
	Iteration 21Q: 3 clusters Score -7511893 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -7512598.000000 Penalty: 3582.484619
	Iteration 22Q: 3 clusters Score -7512598 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -7513357.000000 Penalty: 3582.484619
	Iteration 23Q: 3 clusters Score -7513357 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -7514202.500000 Penalty: 3582.484619
	Iteration 24Q: 3 clusters Score -7514202 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -7515090.500000 Penalty: 3582.484619
	Iteration 25Q: 3 clusters Score -7515090 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -7516024.000000 Penalty: 3582.484619
	Iteration 26Q: 3 clusters Score -7516024 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -7516772.500000 Penalty: 3582.484619
	Iteration 27Q: 3 clusters Score -7516772 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -7517313.500000 Penalty: 3582.484619
	Iteration 28Q: 3 clusters Score -7517314 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7517738.000000 Penalty: 3582.484619
	Iteration 29Q: 3 clusters Score -7517738 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -7517977.000000 Penalty: 3582.484619
	Iteration 30Q: 3 clusters Score -7517977 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -7518106.000000 Penalty: 3582.484619
	Iteration 31Q: 3 clusters Score -7518106 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -7518214.500000 Penalty: 3582.484619
	Iteration 32Q: 3 clusters Score -7518214 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -7518281.000000 Penalty: 3582.484619
	Iteration 33Q: 3 clusters Score -7518281 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -7518342.000000 Penalty: 3582.484619
	Iteration 34Q: 3 clusters Score -7518342 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -7518417.500000 Penalty: 3582.484619
	Iteration 35Q: 3 clusters Score -7518418 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -7518458.000000 Penalty: 3582.484619
	Iteration 36Q: 3 clusters Score -7518458 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -7518476.000000 Penalty: 3582.484619
	Iteration 37Q: 3 clusters Score -7518476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -7518506.500000 Penalty: 3582.484619
	Iteration 38Q: 3 clusters Score -7518506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7518543.500000 Penalty: 3582.484619
	Iteration 39Q: 3 clusters Score -7518544 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -7518587.000000 Penalty: 3582.484619
	Iteration 40F: 3 clusters Score -7518587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -7518599.500000 Penalty: 3582.484619
	Iteration 41Q: 3 clusters Score -7518600 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -7518606.000000 Penalty: 3582.484619
	Iteration 42Q: 3 clusters Score -7518606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -7518621.000000 Penalty: 3582.484619
	Iteration 43Q: 3 clusters Score -7518621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7518605.000000 Penalty: 3582.484619
	Iteration 44Q: 3 clusters Score -7518605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -7518608.000000 Penalty: 3582.484619
	Iteration 45Q: 3 clusters Score -7518608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -7518626.500000 Penalty: 3582.484619
	Iteration 46Q: 3 clusters Score -7518626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -7518610.000000 Penalty: 3582.484619
	Iteration 47Q: 3 clusters Score -7518610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -7518618.000000 Penalty: 3582.484619
	Iteration 48Q: 3 clusters Score -7518618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -7518634.000000 Penalty: 3582.484619
	Iteration 49Q: 3 clusters Score -7518634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -7518633.000000 Penalty: 3582.484619
	Iteration 50Q: 3 clusters Score -7518633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -7518643.500000 Penalty: 3582.484619
	Iteration 51Q: 3 clusters Score -7518644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -7518650.000000 Penalty: 3582.484619
	Iteration 52Q: 3 clusters Score -7518650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -7518658.500000 Penalty: 3582.484619
	Iteration 53Q: 3 clusters Score -7518658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -7518668.500000 Penalty: 3582.484619
	Iteration 54Q: 3 clusters Score -7518668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -7518665.000000 Penalty: 3582.484619
	Iteration 55Q: 3 clusters Score -7518665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -7518672.500000 Penalty: 3582.484619
	Iteration 56Q: 3 clusters Score -7518672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7518687.000000 Penalty: 3582.484619
	Iteration 57Q: 3 clusters Score -7518687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -7518691.500000 Penalty: 3582.484619
	Iteration 58Q: 3 clusters Score -7518692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -7518704.500000 Penalty: 3582.484619
	Iteration 59Q: 3 clusters Score -7518704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -7518706.000000 Penalty: 3582.484619
	Iteration 60F: 3 clusters Score -7518706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -7518720.500000 Penalty: 3582.484619
	Iteration 61Q: 3 clusters Score -7518720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -7518725.500000 Penalty: 3582.484619
	Iteration 62Q: 3 clusters Score -7518726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7518737.000000 Penalty: 3582.484619
	Iteration 63Q: 3 clusters Score -7518737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -7518724.500000 Penalty: 3582.484619
	Iteration 64Q: 3 clusters Score -7518724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -7518721.500000 Penalty: 3582.484619
	Iteration 65Q: 3 clusters Score -7518722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -7518724.500000 Penalty: 3582.484619
	Iteration 66Q: 3 clusters Score -7518724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7518720.500000 Penalty: 3582.484619
	Iteration 67Q: 3 clusters Score -7518720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7518727.000000 Penalty: 3582.484619
	Iteration 68Q: 3 clusters Score -7518727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7518729.000000 Penalty: 3582.484619
	Iteration 69Q: 3 clusters Score -7518729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -7518727.000000 Penalty: 3582.484619
	Iteration 70Q: 3 clusters Score -7518727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -7518732.000000 Penalty: 3582.484619
	Iteration 71Q: 3 clusters Score -7518732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -7518737.000000 Penalty: 3582.484619
	Iteration 72Q: 3 clusters Score -7518737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -7518731.500000 Penalty: 3582.484619
	Iteration 73Q: 3 clusters Score -7518732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -7518737.500000 Penalty: 3582.484619
	Iteration 74Q: 3 clusters Score -7518738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -7518745.500000 Penalty: 3582.484619
	Iteration 75Q: 3 clusters Score -7518746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -7518747.500000 Penalty: 3582.484619
	Iteration 76Q: 3 clusters Score -7518748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -7518736.500000 Penalty: 3582.484619
	Iteration 77Q: 3 clusters Score -7518736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -7518738.500000 Penalty: 3582.484619
	Iteration 78Q: 3 clusters Score -7518738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -7518744.000000 Penalty: 3582.484619
	Iteration 79Q: 3 clusters Score -7518744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -7518746.000000 Penalty: 3582.484619
	Iteration 80F: 3 clusters Score -7518746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7518742.500000 Penalty: 3582.484619
	Iteration 81Q: 3 clusters Score -7518742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -7518741.000000 Penalty: 3582.484619
	Iteration 82Q: 3 clusters Score -7518741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7518749.500000 Penalty: 3582.484619
	Iteration 83Q: 3 clusters Score -7518750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -7518744.500000 Penalty: 3582.484619
	Iteration 84Q: 3 clusters Score -7518744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -7518738.500000 Penalty: 3582.484619
	Iteration 85Q: 3 clusters Score -7518738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -7518735.000000 Penalty: 3582.484619
	Iteration 86Q: 3 clusters Score -7518735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -7518735.500000 Penalty: 3582.484619
	Iteration 87Q: 3 clusters Score -7518736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -7518732.500000 Penalty: 3582.484619
	Iteration 88Q: 3 clusters Score -7518732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -7518732.500000 Penalty: 3582.484619
	Iteration 89F: 3 clusters Score -7518732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9000.344727 Penalty: 887.182678
	Iteration 0F: 2 clusters Score -9000.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8286.819336 Penalty: 1774.365356
	Iteration 0F: 3 clusters Score -8286.819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8540.960938 Penalty: 1774.365356
	Iteration 1F: 3 clusters Score -8540.961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8686.940430 Penalty: 1774.365356
	Iteration 2F: 3 clusters Score -8686.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8797.913086 Penalty: 1774.365356
	Iteration 3Q: 3 clusters Score -8797.913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8823.387695 Penalty: 1774.365356
	Iteration 4Q: 3 clusters Score -8823.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8834.500000 Penalty: 1774.365356
	Iteration 5Q: 3 clusters Score -8834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8836.736328 Penalty: 1774.365356
	Iteration 6Q: 3 clusters Score -8836.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8836.736328 Penalty: 1774.365356
	Iteration 7F: 3 clusters Score -8836.736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Entering Unmasked Estep 
Score: -2824985.000000 Penalty: 1630.551758
	Iteration 0F: 2 clusters Score -2824985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2809445.000000 Penalty: 3261.103516
	Iteration 0F: 3 clusters Score -2809445 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2815312.000000 Penalty: 3261.103516
	Iteration 1F: 3 clusters Score -2815312 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2815983.750000 Penalty: 3261.103516
	Iteration 2F: 3 clusters Score -2815984 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2816860.250000 Penalty: 3261.103516
	Iteration 3F: 3 clusters Score -2816860 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2817914.250000 Penalty: 3261.103516
	Iteration 4F: 3 clusters Score -2817914 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2819022.750000 Penalty: 3261.103516
	Iteration 5F: 3 clusters Score -2819023 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2820116.750000 Penalty: 3261.103516
	Iteration 6F: 3 clusters Score -2820117 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2821030.750000 Penalty: 3261.103516
	Iteration 7F: 3 clusters Score -2821031 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2821648.000000 Penalty: 3261.103516
	Iteration 8Q: 3 clusters Score -2821648 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2822052.750000 Penalty: 3261.103516
	Iteration 9Q: 3 clusters Score -2822053 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2822320.750000 Penalty: 3261.103516
	Iteration 10Q: 3 clusters Score -2822321 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2822514.250000 Penalty: 3261.103516
	Iteration 11Q: 3 clusters Score -2822514 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2822690.750000 Penalty: 3261.103516
	Iteration 12Q: 3 clusters Score -2822691 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2822879.500000 Penalty: 3261.103516
	Iteration 13Q: 3 clusters Score -2822880 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2823004.750000 Penalty: 3261.103516
	Iteration 14Q: 3 clusters Score -2823005 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2823139.500000 Penalty: 3261.103516
	Iteration 15Q: 3 clusters Score -2823140 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2823255.500000 Penalty: 3261.103516
	Iteration 16Q: 3 clusters Score -2823256 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2823323.000000 Penalty: 3261.103516
	Iteration 17Q: 3 clusters Score -2823323 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2823399.250000 Penalty: 3261.103516
	Iteration 18Q: 3 clusters Score -2823399 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2823452.250000 Penalty: 3261.103516
	Iteration 19Q: 3 clusters Score -2823452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2823506.250000 Penalty: 3261.103516
	Iteration 20F: 3 clusters Score -2823506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2823544.750000 Penalty: 3261.103516
	Iteration 21Q: 3 clusters Score -2823545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2823552.250000 Penalty: 3261.103516
	Iteration 22Q: 3 clusters Score -2823552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2823575.000000 Penalty: 3261.103516
	Iteration 23Q: 3 clusters Score -2823575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2823604.750000 Penalty: 3261.103516
	Iteration 24Q: 3 clusters Score -2823605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2823617.000000 Penalty: 3261.103516
	Iteration 25Q: 3 clusters Score -2823617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2823632.250000 Penalty: 3261.103516
	Iteration 26Q: 3 clusters Score -2823632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2823638.250000 Penalty: 3261.103516
	Iteration 27Q: 3 clusters Score -2823638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2823658.000000 Penalty: 3261.103516
	Iteration 28Q: 3 clusters Score -2823658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2823672.250000 Penalty: 3261.103516
	Iteration 29Q: 3 clusters Score -2823672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2823683.750000 Penalty: 3261.103516
	Iteration 30Q: 3 clusters Score -2823684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2823693.250000 Penalty: 3261.103516
	Iteration 31Q: 3 clusters Score -2823693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2823708.250000 Penalty: 3261.103516
	Iteration 32Q: 3 clusters Score -2823708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2823721.500000 Penalty: 3261.103516
	Iteration 33Q: 3 clusters Score -2823722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2823730.250000 Penalty: 3261.103516
	Iteration 34Q: 3 clusters Score -2823730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2823743.500000 Penalty: 3261.103516
	Iteration 35Q: 3 clusters Score -2823744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2823752.000000 Penalty: 3261.103516
	Iteration 36Q: 3 clusters Score -2823752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2823761.750000 Penalty: 3261.103516
	Iteration 37Q: 3 clusters Score -2823762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2823766.000000 Penalty: 3261.103516
	Iteration 38Q: 3 clusters Score -2823766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2823768.750000 Penalty: 3261.103516
	Iteration 39Q: 3 clusters Score -2823769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2823774.000000 Penalty: 3261.103516
	Iteration 40F: 3 clusters Score -2823774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2823772.000000 Penalty: 3261.103516
	Iteration 41Q: 3 clusters Score -2823772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2823775.250000 Penalty: 3261.103516
	Iteration 42Q: 3 clusters Score -2823775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2823777.750000 Penalty: 3261.103516
	Iteration 43Q: 3 clusters Score -2823778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2823779.750000 Penalty: 3261.103516
	Iteration 44Q: 3 clusters Score -2823780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2823776.250000 Penalty: 3261.103516
	Iteration 45Q: 3 clusters Score -2823776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2823781.500000 Penalty: 3261.103516
	Iteration 46Q: 3 clusters Score -2823782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2823782.000000 Penalty: 3261.103516
	Iteration 47Q: 3 clusters Score -2823782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2823784.250000 Penalty: 3261.103516
	Iteration 48Q: 3 clusters Score -2823784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2823786.250000 Penalty: 3261.103516
	Iteration 49Q: 3 clusters Score -2823786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2823786.250000 Penalty: 3261.103516
	Iteration 50F: 3 clusters Score -2823786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Entering Unmasked Estep 
Score: -1538024.125000 Penalty: 1540.075195
	Iteration 0F: 2 clusters Score -1538024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1528953.500000 Penalty: 3080.150391
	Iteration 0F: 3 clusters Score -1528954 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1532130.625000 Penalty: 3080.150391
	Iteration 1F: 3 clusters Score -1532131 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1532411.250000 Penalty: 3080.150391
	Iteration 2F: 3 clusters Score -1532411 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1532658.125000 Penalty: 3080.150391
	Iteration 3Q: 3 clusters Score -1532658 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1532859.750000 Penalty: 3080.150391
	Iteration 4Q: 3 clusters Score -1532860 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1533024.875000 Penalty: 3080.150391
	Iteration 5Q: 3 clusters Score -1533025 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1533215.000000 Penalty: 3080.150391
	Iteration 6Q: 3 clusters Score -1533215 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1533417.750000 Penalty: 3080.150391
	Iteration 7Q: 3 clusters Score -1533418 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1533638.000000 Penalty: 3080.150391
	Iteration 8Q: 3 clusters Score -1533638 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1533870.750000 Penalty: 3080.150391
	Iteration 9Q: 3 clusters Score -1533871 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1534098.875000 Penalty: 3080.150391
	Iteration 10Q: 3 clusters Score -1534099 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1534310.375000 Penalty: 3080.150391
	Iteration 11Q: 3 clusters Score -1534310 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1534488.750000 Penalty: 3080.150391
	Iteration 12Q: 3 clusters Score -1534489 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1534641.250000 Penalty: 3080.150391
	Iteration 13Q: 3 clusters Score -1534641 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1534811.500000 Penalty: 3080.150391
	Iteration 14Q: 3 clusters Score -1534812 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1534962.250000 Penalty: 3080.150391
	Iteration 15Q: 3 clusters Score -1534962 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1535083.625000 Penalty: 3080.150391
	Iteration 16Q: 3 clusters Score -1535084 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1535190.250000 Penalty: 3080.150391
	Iteration 17Q: 3 clusters Score -1535190 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1535277.625000 Penalty: 3080.150391
	Iteration 18Q: 3 clusters Score -1535278 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1535339.625000 Penalty: 3080.150391
	Iteration 19Q: 3 clusters Score -1535340 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1535386.125000 Penalty: 3080.150391
	Iteration 20F: 3 clusters Score -1535386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1535429.750000 Penalty: 3080.150391
	Iteration 21Q: 3 clusters Score -1535430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1535457.375000 Penalty: 3080.150391
	Iteration 22Q: 3 clusters Score -1535457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1535489.500000 Penalty: 3080.150391
	Iteration 23Q: 3 clusters Score -1535490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1535528.000000 Penalty: 3080.150391
	Iteration 24Q: 3 clusters Score -1535528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1535556.375000 Penalty: 3080.150391
	Iteration 25Q: 3 clusters Score -1535556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1535592.250000 Penalty: 3080.150391
	Iteration 26Q: 3 clusters Score -1535592 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1535622.625000 Penalty: 3080.150391
	Iteration 27Q: 3 clusters Score -1535623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1535650.625000 Penalty: 3080.150391
	Iteration 28Q: 3 clusters Score -1535651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1535674.625000 Penalty: 3080.150391
	Iteration 29Q: 3 clusters Score -1535675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1535689.500000 Penalty: 3080.150391
	Iteration 30Q: 3 clusters Score -1535690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1535723.000000 Penalty: 3080.150391
	Iteration 31Q: 3 clusters Score -1535723 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1535743.375000 Penalty: 3080.150391
	Iteration 32Q: 3 clusters Score -1535743 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1535764.125000 Penalty: 3080.150391
	Iteration 33Q: 3 clusters Score -1535764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1535796.625000 Penalty: 3080.150391
	Iteration 34Q: 3 clusters Score -1535797 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1535811.125000 Penalty: 3080.150391
	Iteration 35Q: 3 clusters Score -1535811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1535835.625000 Penalty: 3080.150391
	Iteration 36Q: 3 clusters Score -1535836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1535865.000000 Penalty: 3080.150391
	Iteration 37Q: 3 clusters Score -1535865 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1535886.000000 Penalty: 3080.150391
	Iteration 38Q: 3 clusters Score -1535886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1535910.250000 Penalty: 3080.150391
	Iteration 39Q: 3 clusters Score -1535910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1535950.875000 Penalty: 3080.150391
	Iteration 40F: 3 clusters Score -1535951 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1535992.000000 Penalty: 3080.150391
	Iteration 41Q: 3 clusters Score -1535992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1536045.250000 Penalty: 3080.150391
	Iteration 42Q: 3 clusters Score -1536045 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1536126.875000 Penalty: 3080.150391
	Iteration 43Q: 3 clusters Score -1536127 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1536213.375000 Penalty: 3080.150391
	Iteration 44Q: 3 clusters Score -1536213 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1536303.750000 Penalty: 3080.150391
	Iteration 45Q: 3 clusters Score -1536304 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1536379.875000 Penalty: 3080.150391
	Iteration 46Q: 3 clusters Score -1536380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1536428.875000 Penalty: 3080.150391
	Iteration 47Q: 3 clusters Score -1536429 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1536482.750000 Penalty: 3080.150391
	Iteration 48Q: 3 clusters Score -1536483 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1536518.375000 Penalty: 3080.150391
	Iteration 49Q: 3 clusters Score -1536518 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1536552.750000 Penalty: 3080.150391
	Iteration 50Q: 3 clusters Score -1536553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1536581.375000 Penalty: 3080.150391
	Iteration 51Q: 3 clusters Score -1536581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1536604.750000 Penalty: 3080.150391
	Iteration 52Q: 3 clusters Score -1536605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1536627.750000 Penalty: 3080.150391
	Iteration 53Q: 3 clusters Score -1536628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1536648.750000 Penalty: 3080.150391
	Iteration 54Q: 3 clusters Score -1536649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1536661.000000 Penalty: 3080.150391
	Iteration 55Q: 3 clusters Score -1536661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1536660.500000 Penalty: 3080.150391
	Iteration 56Q: 3 clusters Score -1536660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1536669.875000 Penalty: 3080.150391
	Iteration 57Q: 3 clusters Score -1536670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1536678.750000 Penalty: 3080.150391
	Iteration 58Q: 3 clusters Score -1536679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1536685.875000 Penalty: 3080.150391
	Iteration 59Q: 3 clusters Score -1536686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1536691.375000 Penalty: 3080.150391
	Iteration 60F: 3 clusters Score -1536691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1536694.750000 Penalty: 3080.150391
	Iteration 61Q: 3 clusters Score -1536695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1536700.625000 Penalty: 3080.150391
	Iteration 62Q: 3 clusters Score -1536701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1536704.750000 Penalty: 3080.150391
	Iteration 63Q: 3 clusters Score -1536705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1536711.625000 Penalty: 3080.150391
	Iteration 64Q: 3 clusters Score -1536712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1536713.250000 Penalty: 3080.150391
	Iteration 65Q: 3 clusters Score -1536713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1536717.375000 Penalty: 3080.150391
	Iteration 66Q: 3 clusters Score -1536717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1536724.250000 Penalty: 3080.150391
	Iteration 67Q: 3 clusters Score -1536724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1536725.125000 Penalty: 3080.150391
	Iteration 68Q: 3 clusters Score -1536725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1536725.000000 Penalty: 3080.150391
	Iteration 69Q: 3 clusters Score -1536725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1536728.375000 Penalty: 3080.150391
	Iteration 70Q: 3 clusters Score -1536728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1536731.375000 Penalty: 3080.150391
	Iteration 71Q: 3 clusters Score -1536731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1536734.375000 Penalty: 3080.150391
	Iteration 72Q: 3 clusters Score -1536734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1536740.375000 Penalty: 3080.150391
	Iteration 73Q: 3 clusters Score -1536740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1536746.375000 Penalty: 3080.150391
	Iteration 74Q: 3 clusters Score -1536746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1536745.000000 Penalty: 3080.150391
	Iteration 75Q: 3 clusters Score -1536745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1536753.375000 Penalty: 3080.150391
	Iteration 76Q: 3 clusters Score -1536753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1536756.625000 Penalty: 3080.150391
	Iteration 77Q: 3 clusters Score -1536757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1536757.375000 Penalty: 3080.150391
	Iteration 78Q: 3 clusters Score -1536757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1536759.500000 Penalty: 3080.150391
	Iteration 79Q: 3 clusters Score -1536760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1536769.625000 Penalty: 3080.150391
	Iteration 80F: 3 clusters Score -1536770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1536770.000000 Penalty: 3080.150391
	Iteration 81Q: 3 clusters Score -1536770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1536771.625000 Penalty: 3080.150391
	Iteration 82Q: 3 clusters Score -1536772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1536773.375000 Penalty: 3080.150391
	Iteration 83Q: 3 clusters Score -1536773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1536774.625000 Penalty: 3080.150391
	Iteration 84Q: 3 clusters Score -1536775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1536773.125000 Penalty: 3080.150391
	Iteration 85Q: 3 clusters Score -1536773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1536780.500000 Penalty: 3080.150391
	Iteration 86Q: 3 clusters Score -1536780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1536782.625000 Penalty: 3080.150391
	Iteration 87Q: 3 clusters Score -1536783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1536786.000000 Penalty: 3080.150391
	Iteration 88Q: 3 clusters Score -1536786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1536783.000000 Penalty: 3080.150391
	Iteration 89Q: 3 clusters Score -1536783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1536786.000000 Penalty: 3080.150391
	Iteration 90Q: 3 clusters Score -1536786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1536784.250000 Penalty: 3080.150391
	Iteration 91Q: 3 clusters Score -1536784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1536784.250000 Penalty: 3080.150391
	Iteration 92Q: 3 clusters Score -1536784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1536787.375000 Penalty: 3080.150391
	Iteration 93Q: 3 clusters Score -1536787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1536788.500000 Penalty: 3080.150391
	Iteration 94Q: 3 clusters Score -1536788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1536790.500000 Penalty: 3080.150391
	Iteration 95Q: 3 clusters Score -1536790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1536791.000000 Penalty: 3080.150391
	Iteration 96Q: 3 clusters Score -1536791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1536793.375000 Penalty: 3080.150391
	Iteration 97Q: 3 clusters Score -1536793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1536796.625000 Penalty: 3080.150391
	Iteration 98Q: 3 clusters Score -1536797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1536796.625000 Penalty: 3080.150391
	Iteration 99Q: 3 clusters Score -1536797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1536793.125000 Penalty: 3080.150391
	Iteration 100F: 3 clusters Score -1536793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1536793.375000 Penalty: 3080.150391
	Iteration 101Q: 3 clusters Score -1536793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1536793.750000 Penalty: 3080.150391
	Iteration 102Q: 3 clusters Score -1536794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1536797.375000 Penalty: 3080.150391
	Iteration 103Q: 3 clusters Score -1536797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1536798.000000 Penalty: 3080.150391
	Iteration 104Q: 3 clusters Score -1536798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1536798.750000 Penalty: 3080.150391
	Iteration 105Q: 3 clusters Score -1536799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1536798.750000 Penalty: 3080.150391
	Iteration 106F: 3 clusters Score -1536799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -244808.984375 Penalty: 1236.118774
	Iteration 0F: 2 clusters Score -244809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -242689.578125 Penalty: 2472.237549
	Iteration 0F: 3 clusters Score -242689.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -243139.812500 Penalty: 2472.237549
	Iteration 1F: 3 clusters Score -243139.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243271.734375 Penalty: 2472.237549
	Iteration 2F: 3 clusters Score -243271.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243373.609375 Penalty: 2472.237549
	Iteration 3F: 3 clusters Score -243373.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243438.625000 Penalty: 2472.237549
	Iteration 4Q: 3 clusters Score -243438.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243515.171875 Penalty: 2472.237549
	Iteration 5Q: 3 clusters Score -243515.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -243562.828125 Penalty: 2472.237549
	Iteration 6Q: 3 clusters Score -243562.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -243600.093750 Penalty: 2472.237549
	Iteration 7Q: 3 clusters Score -243600.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -243622.125000 Penalty: 2472.237549
	Iteration 8Q: 3 clusters Score -243622.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243640.046875 Penalty: 2472.237549
	Iteration 9Q: 3 clusters Score -243640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243651.828125 Penalty: 2472.237549
	Iteration 10Q: 3 clusters Score -243651.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -243665.203125 Penalty: 2472.237549
	Iteration 11Q: 3 clusters Score -243665.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -243680.328125 Penalty: 2472.237549
	Iteration 12Q: 3 clusters Score -243680.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243702.265625 Penalty: 2472.237549
	Iteration 13Q: 3 clusters Score -243702.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -243723.750000 Penalty: 2472.237549
	Iteration 14Q: 3 clusters Score -243723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -243738.296875 Penalty: 2472.237549
	Iteration 15Q: 3 clusters Score -243738.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -243745.015625 Penalty: 2472.237549
	Iteration 16Q: 3 clusters Score -243745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -243745.859375 Penalty: 2472.237549
	Iteration 17Q: 3 clusters Score -243745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -243748.328125 Penalty: 2472.237549
	Iteration 18Q: 3 clusters Score -243748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -243752.015625 Penalty: 2472.237549
	Iteration 19Q: 3 clusters Score -243752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -243754.265625 Penalty: 2472.237549
	Iteration 20F: 3 clusters Score -243754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -243756.000000 Penalty: 2472.237549
	Iteration 21Q: 3 clusters Score -243756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -243756.000000 Penalty: 2472.237549
	Iteration 22F: 3 clusters Score -243756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -269743.593750 Penalty: 1244.845093
	Iteration 0F: 2 clusters Score -269743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -267566.375000 Penalty: 2489.690186
	Iteration 0F: 3 clusters Score -267566.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268019.343750 Penalty: 2489.690186
	Iteration 1F: 3 clusters Score -268019.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268107.906250 Penalty: 2489.690186
	Iteration 2F: 3 clusters Score -268107.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -268163.125000 Penalty: 2489.690186
	Iteration 3Q: 3 clusters Score -268163.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268206.875000 Penalty: 2489.690186
	Iteration 4Q: 3 clusters Score -268206.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -268247.531250 Penalty: 2489.690186
	Iteration 5Q: 3 clusters Score -268247.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -268304.812500 Penalty: 2489.690186
	Iteration 6Q: 3 clusters Score -268304.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -268357.562500 Penalty: 2489.690186
	Iteration 7Q: 3 clusters Score -268357.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -268399.812500 Penalty: 2489.690186
	Iteration 8Q: 3 clusters Score -268399.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -268436.812500 Penalty: 2489.690186
	Iteration 9Q: 3 clusters Score -268436.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -268465.437500 Penalty: 2489.690186
	Iteration 10Q: 3 clusters Score -268465.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -268490.656250 Penalty: 2489.690186
	Iteration 11Q: 3 clusters Score -268490.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -268511.906250 Penalty: 2489.690186
	Iteration 12Q: 3 clusters Score -268511.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -268530.781250 Penalty: 2489.690186
	Iteration 13Q: 3 clusters Score -268530.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268546.187500 Penalty: 2489.690186
	Iteration 14Q: 3 clusters Score -268546.2 nChanged 34
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: -268563.843750 Penalty: 2489.690186
	Iteration 15Q: 3 clusters Score -268563.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -268581.531250 Penalty: 2489.690186
	Iteration 16Q: 3 clusters Score -268581.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268602.906250 Penalty: 2489.690186
	Iteration 17Q: 3 clusters Score -268602.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -268624.187500 Penalty: 2489.690186
	Iteration 18Q: 3 clusters Score -268624.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -268651.875000 Penalty: 2489.690186
	Iteration 19Q: 3 clusters Score -268651.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -268678.406250 Penalty: 2489.690186
	Iteration 20F: 3 clusters Score -268678.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -268702.531250 Penalty: 2489.690186
	Iteration 21Q: 3 clusters Score -268702.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -268717.250000 Penalty: 2489.690186
	Iteration 22Q: 3 clusters Score -268717.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -268733.406250 Penalty: 2489.690186
	Iteration 23Q: 3 clusters Score -268733.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -268757.937500 Penalty: 2489.690186
	Iteration 24Q: 3 clusters Score -268757.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -268772.750000 Penalty: 2489.690186
	Iteration 25Q: 3 clusters Score -268772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -268786.687500 Penalty: 2489.690186
	Iteration 26Q: 3 clusters Score -268786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -268798.062500 Penalty: 2489.690186
	Iteration 27Q: 3 clusters Score -268798.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268809.343750 Penalty: 2489.690186
	Iteration 28Q: 3 clusters Score -268809.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -268819.156250 Penalty: 2489.690186
	Iteration 29Q: 3 clusters Score -268819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -268826.125000 Penalty: 2489.690186
	Iteration 30Q: 3 clusters Score -268826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -268830.718750 Penalty: 2489.690186
	Iteration 31Q: 3 clusters Score -268830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -268835.187500 Penalty: 2489.690186
	Iteration 32Q: 3 clusters Score -268835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -268838.812500 Penalty: 2489.690186
	Iteration 33Q: 3 clusters Score -268838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -268842.812500 Penalty: 2489.690186
	Iteration 34Q: 3 clusters Score -268842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -268845.437500 Penalty: 2489.690186
	Iteration 35Q: 3 clusters Score -268845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -268846.187500 Penalty: 2489.690186
	Iteration 36Q: 3 clusters Score -268846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -268847.281250 Penalty: 2489.690186
	Iteration 37Q: 3 clusters Score -268847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -268849.781250 Penalty: 2489.690186
	Iteration 38Q: 3 clusters Score -268849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -268852.312500 Penalty: 2489.690186
	Iteration 39Q: 3 clusters Score -268852.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -268853.687500 Penalty: 2489.690186
	Iteration 40F: 3 clusters Score -268853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -268854.187500 Penalty: 2489.690186
	Iteration 41Q: 3 clusters Score -268854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -268854.187500 Penalty: 2489.690186
	Iteration 42F: 3 clusters Score -268854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (113831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Entering Unmasked Estep 
Score: -14390782.000000 Penalty: 1891.901489
	Iteration 0F: 2 clusters Score -1.439078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -14316495.000000 Penalty: 3783.802979
	Iteration 0F: 3 clusters Score -1.43165e+07 nChanged 54721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -14349059.000000 Penalty: 3783.802979
	Iteration 1F: 3 clusters Score -1.434906e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -14350400.000000 Penalty: 3783.802979
	Iteration 2Q: 3 clusters Score -1.43504e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -14352974.000000 Penalty: 3783.802979
	Iteration 3Q: 3 clusters Score -1.435297e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -14357722.000000 Penalty: 3783.802979
	Iteration 4F: 3 clusters Score -1.435772e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -14365402.000000 Penalty: 3783.802979
	Iteration 5F: 3 clusters Score -1.43654e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -14374556.000000 Penalty: 3783.802979
	Iteration 6F: 3 clusters Score -1.437456e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -14382347.000000 Penalty: 3783.802979
	Iteration 7F: 3 clusters Score -1.438235e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -14386591.000000 Penalty: 3783.802979
	Iteration 8Q: 3 clusters Score -1.438659e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14388214.000000 Penalty: 3783.802979
	Iteration 9Q: 3 clusters Score -1.438821e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14388781.000000 Penalty: 3783.802979
	Iteration 10Q: 3 clusters Score -1.438878e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14388979.000000 Penalty: 3783.802979
	Iteration 11Q: 3 clusters Score -1.438898e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14389061.000000 Penalty: 3783.802979
	Iteration 12Q: 3 clusters Score -1.438906e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14389075.000000 Penalty: 3783.802979
	Iteration 13Q: 3 clusters Score -1.438908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113658 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14389109.000000 Penalty: 3783.802979
	Iteration 14Q: 3 clusters Score -1.438911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113668 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14389126.000000 Penalty: 3783.802979
	Iteration 15Q: 3 clusters Score -1.438913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14389137.000000 Penalty: 3783.802979
	Iteration 16Q: 3 clusters Score -1.438914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14389171.000000 Penalty: 3783.802979
	Iteration 17Q: 3 clusters Score -1.438917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14389171.000000 Penalty: 3783.802979
	Iteration 18Q: 3 clusters Score -1.438917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113678 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14389178.000000 Penalty: 3783.802979
	Iteration 19Q: 3 clusters Score -1.438918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14389181.000000 Penalty: 3783.802979
	Iteration 20F: 3 clusters Score -1.438918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Entering Unmasked Estep 
Score: -985305.937500 Penalty: 1458.847778
	Iteration 0F: 2 clusters Score -985305.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -979457.312500 Penalty: 2917.695557
	Iteration 0F: 3 clusters Score -979457.3 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -981291.625000 Penalty: 2917.695557
	Iteration 1F: 3 clusters Score -981291.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -981510.625000 Penalty: 2917.695557
	Iteration 2F: 3 clusters Score -981510.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -981682.125000 Penalty: 2917.695557
	Iteration 3F: 3 clusters Score -981682.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -981816.687500 Penalty: 2917.695557
	Iteration 4Q: 3 clusters Score -981816.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -981943.250000 Penalty: 2917.695557
	Iteration 5Q: 3 clusters Score -981943.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -982062.500000 Penalty: 2917.695557
	Iteration 6Q: 3 clusters Score -982062.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -982190.312500 Penalty: 2917.695557
	Iteration 7Q: 3 clusters Score -982190.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -982312.687500 Penalty: 2917.695557
	Iteration 8Q: 3 clusters Score -982312.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -982440.562500 Penalty: 2917.695557
	Iteration 9Q: 3 clusters Score -982440.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -982598.312500 Penalty: 2917.695557
	Iteration 10Q: 3 clusters Score -982598.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -982765.812500 Penalty: 2917.695557
	Iteration 11Q: 3 clusters Score -982765.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -982930.812500 Penalty: 2917.695557
	Iteration 12Q: 3 clusters Score -982930.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -983078.875000 Penalty: 2917.695557
	Iteration 13Q: 3 clusters Score -983078.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -983235.250000 Penalty: 2917.695557
	Iteration 14Q: 3 clusters Score -983235.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -983370.375000 Penalty: 2917.695557
	Iteration 15Q: 3 clusters Score -983370.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -983490.062500 Penalty: 2917.695557
	Iteration 16Q: 3 clusters Score -983490.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -983599.812500 Penalty: 2917.695557
	Iteration 17Q: 3 clusters Score -983599.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -983680.312500 Penalty: 2917.695557
	Iteration 18Q: 3 clusters Score -983680.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -983737.437500 Penalty: 2917.695557
	Iteration 19Q: 3 clusters Score -983737.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -983776.562500 Penalty: 2917.695557
	Iteration 20F: 3 clusters Score -983776.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -983812.312500 Penalty: 2917.695557
	Iteration 21Q: 3 clusters Score -983812.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -983848.812500 Penalty: 2917.695557
	Iteration 22Q: 3 clusters Score -983848.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -983878.375000 Penalty: 2917.695557
	Iteration 23Q: 3 clusters Score -983878.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -983911.625000 Penalty: 2917.695557
	Iteration 24Q: 3 clusters Score -983911.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -983931.750000 Penalty: 2917.695557
	Iteration 25Q: 3 clusters Score -983931.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -983952.937500 Penalty: 2917.695557
	Iteration 26Q: 3 clusters Score -983952.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -983964.812500 Penalty: 2917.695557
	Iteration 27Q: 3 clusters Score -983964.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -983973.750000 Penalty: 2917.695557
	Iteration 28Q: 3 clusters Score -983973.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -983985.125000 Penalty: 2917.695557
	Iteration 29Q: 3 clusters Score -983985.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -983998.687500 Penalty: 2917.695557
	Iteration 30Q: 3 clusters Score -983998.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -984007.187500 Penalty: 2917.695557
	Iteration 31Q: 3 clusters Score -984007.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -984016.187500 Penalty: 2917.695557
	Iteration 32Q: 3 clusters Score -984016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -984023.187500 Penalty: 2917.695557
	Iteration 33Q: 3 clusters Score -984023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -984030.937500 Penalty: 2917.695557
	Iteration 34Q: 3 clusters Score -984030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -984036.375000 Penalty: 2917.695557
	Iteration 35Q: 3 clusters Score -984036.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -984043.000000 Penalty: 2917.695557
	Iteration 36Q: 3 clusters Score -984043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -984047.937500 Penalty: 2917.695557
	Iteration 37Q: 3 clusters Score -984047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -984049.312500 Penalty: 2917.695557
	Iteration 38Q: 3 clusters Score -984049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -984048.687500 Penalty: 2917.695557
	Iteration 39Q: 3 clusters Score -984048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -984049.750000 Penalty: 2917.695557
	Iteration 40F: 3 clusters Score -984049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -984050.125000 Penalty: 2917.695557
	Iteration 41Q: 3 clusters Score -984050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -984050.187500 Penalty: 2917.695557
	Iteration 42Q: 3 clusters Score -984050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -984051.125000 Penalty: 2917.695557
	Iteration 43Q: 3 clusters Score -984051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -984051.125000 Penalty: 2917.695557
	Iteration 44Q: 3 clusters Score -984051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -984052.000000 Penalty: 2917.695557
	Iteration 45Q: 3 clusters Score -984052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -984052.937500 Penalty: 2917.695557
	Iteration 46Q: 3 clusters Score -984052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -984053.062500 Penalty: 2917.695557
	Iteration 47Q: 3 clusters Score -984053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -984053.062500 Penalty: 2917.695557
	Iteration 48F: 3 clusters Score -984053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -878002.250000 Penalty: 1442.143311
	Iteration 0F: 2 clusters Score -878002.2 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 3561 members 
Entering Unmasked Estep 
Score: -872559.062500 Penalty: 2884.286621
	Iteration 0F: 3 clusters Score -872559.1 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -874177.437500 Penalty: 2884.286621
	Iteration 1F: 3 clusters Score -874177.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -874416.375000 Penalty: 2884.286621
	Iteration 2F: 3 clusters Score -874416.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -874619.250000 Penalty: 2884.286621
	Iteration 3F: 3 clusters Score -874619.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -874782.312500 Penalty: 2884.286621
	Iteration 4Q: 3 clusters Score -874782.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -874930.562500 Penalty: 2884.286621
	Iteration 5Q: 3 clusters Score -874930.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -875069.875000 Penalty: 2884.286621
	Iteration 6Q: 3 clusters Score -875069.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -875183.375000 Penalty: 2884.286621
	Iteration 7Q: 3 clusters Score -875183.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -875299.562500 Penalty: 2884.286621
	Iteration 8Q: 3 clusters Score -875299.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -875414.750000 Penalty: 2884.286621
	Iteration 9Q: 3 clusters Score -875414.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -875542.125000 Penalty: 2884.286621
	Iteration 10Q: 3 clusters Score -875542.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -875692.750000 Penalty: 2884.286621
	Iteration 11Q: 3 clusters Score -875692.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -875859.812500 Penalty: 2884.286621
	Iteration 12Q: 3 clusters Score -875859.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -876027.062500 Penalty: 2884.286621
	Iteration 13Q: 3 clusters Score -876027.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -876223.500000 Penalty: 2884.286621
	Iteration 14Q: 3 clusters Score -876223.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -876374.250000 Penalty: 2884.286621
	Iteration 15Q: 3 clusters Score -876374.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -876475.562500 Penalty: 2884.286621
	Iteration 16Q: 3 clusters Score -876475.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -876550.250000 Penalty: 2884.286621
	Iteration 17Q: 3 clusters Score -876550.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -876585.875000 Penalty: 2884.286621
	Iteration 18Q: 3 clusters Score -876585.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -876607.687500 Penalty: 2884.286621
	Iteration 19Q: 3 clusters Score -876607.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -876627.000000 Penalty: 2884.286621
	Iteration 20F: 3 clusters Score -876627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -876640.125000 Penalty: 2884.286621
	Iteration 21Q: 3 clusters Score -876640.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -876653.250000 Penalty: 2884.286621
	Iteration 22Q: 3 clusters Score -876653.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -876661.937500 Penalty: 2884.286621
	Iteration 23Q: 3 clusters Score -876661.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -876671.062500 Penalty: 2884.286621
	Iteration 24Q: 3 clusters Score -876671.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -876681.750000 Penalty: 2884.286621
	Iteration 25Q: 3 clusters Score -876681.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -876691.125000 Penalty: 2884.286621
	Iteration 26Q: 3 clusters Score -876691.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -876696.187500 Penalty: 2884.286621
	Iteration 27Q: 3 clusters Score -876696.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -876701.000000 Penalty: 2884.286621
	Iteration 28Q: 3 clusters Score -876701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -876703.062500 Penalty: 2884.286621
	Iteration 29Q: 3 clusters Score -876703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -876706.250000 Penalty: 2884.286621
	Iteration 30Q: 3 clusters Score -876706.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -876707.500000 Penalty: 2884.286621
	Iteration 31Q: 3 clusters Score -876707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -876712.812500 Penalty: 2884.286621
	Iteration 32Q: 3 clusters Score -876712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -876718.312500 Penalty: 2884.286621
	Iteration 33Q: 3 clusters Score -876718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -876721.250000 Penalty: 2884.286621
	Iteration 34Q: 3 clusters Score -876721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -876727.750000 Penalty: 2884.286621
	Iteration 35Q: 3 clusters Score -876727.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -876727.250000 Penalty: 2884.286621
	Iteration 36Q: 3 clusters Score -876727.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -876729.875000 Penalty: 2884.286621
	Iteration 37Q: 3 clusters Score -876729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -876731.812500 Penalty: 2884.286621
	Iteration 38Q: 3 clusters Score -876731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -876736.812500 Penalty: 2884.286621
	Iteration 39Q: 3 clusters Score -876736.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -876742.125000 Penalty: 2884.286621
	Iteration 40F: 3 clusters Score -876742.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -876747.500000 Penalty: 2884.286621
	Iteration 41Q: 3 clusters Score -876747.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -876751.687500 Penalty: 2884.286621
	Iteration 42Q: 3 clusters Score -876751.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -876756.125000 Penalty: 2884.286621
	Iteration 43Q: 3 clusters Score -876756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -876759.437500 Penalty: 2884.286621
	Iteration 44Q: 3 clusters Score -876759.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -876763.312500 Penalty: 2884.286621
	Iteration 45Q: 3 clusters Score -876763.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -876767.437500 Penalty: 2884.286621
	Iteration 46Q: 3 clusters Score -876767.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -876771.750000 Penalty: 2884.286621
	Iteration 47Q: 3 clusters Score -876771.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -876778.312500 Penalty: 2884.286621
	Iteration 48Q: 3 clusters Score -876778.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -876784.437500 Penalty: 2884.286621
	Iteration 49Q: 3 clusters Score -876784.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -876789.625000 Penalty: 2884.286621
	Iteration 50Q: 3 clusters Score -876789.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -876794.812500 Penalty: 2884.286621
	Iteration 51Q: 3 clusters Score -876794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -876802.312500 Penalty: 2884.286621
	Iteration 52Q: 3 clusters Score -876802.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -876812.312500 Penalty: 2884.286621
	Iteration 53Q: 3 clusters Score -876812.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -876821.812500 Penalty: 2884.286621
	Iteration 54Q: 3 clusters Score -876821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -876825.937500 Penalty: 2884.286621
	Iteration 55Q: 3 clusters Score -876825.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -876833.375000 Penalty: 2884.286621
	Iteration 56Q: 3 clusters Score -876833.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -876839.187500 Penalty: 2884.286621
	Iteration 57Q: 3 clusters Score -876839.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -876843.937500 Penalty: 2884.286621
	Iteration 58Q: 3 clusters Score -876843.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -876846.750000 Penalty: 2884.286621
	Iteration 59Q: 3 clusters Score -876846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -876851.750000 Penalty: 2884.286621
	Iteration 60F: 3 clusters Score -876851.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -876853.187500 Penalty: 2884.286621
	Iteration 61Q: 3 clusters Score -876853.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -876861.312500 Penalty: 2884.286621
	Iteration 62Q: 3 clusters Score -876861.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -876864.125000 Penalty: 2884.286621
	Iteration 63Q: 3 clusters Score -876864.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -876868.000000 Penalty: 2884.286621
	Iteration 64Q: 3 clusters Score -876868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -876871.750000 Penalty: 2884.286621
	Iteration 65Q: 3 clusters Score -876871.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -876879.312500 Penalty: 2884.286621
	Iteration 66Q: 3 clusters Score -876879.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -876882.250000 Penalty: 2884.286621
	Iteration 67Q: 3 clusters Score -876882.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -876885.562500 Penalty: 2884.286621
	Iteration 68Q: 3 clusters Score -876885.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -876892.562500 Penalty: 2884.286621
	Iteration 69Q: 3 clusters Score -876892.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -876895.375000 Penalty: 2884.286621
	Iteration 70Q: 3 clusters Score -876895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -876898.437500 Penalty: 2884.286621
	Iteration 71Q: 3 clusters Score -876898.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -876901.750000 Penalty: 2884.286621
	Iteration 72Q: 3 clusters Score -876901.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -876904.812500 Penalty: 2884.286621
	Iteration 73Q: 3 clusters Score -876904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -876907.250000 Penalty: 2884.286621
	Iteration 74Q: 3 clusters Score -876907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -876910.375000 Penalty: 2884.286621
	Iteration 75Q: 3 clusters Score -876910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -876912.187500 Penalty: 2884.286621
	Iteration 76Q: 3 clusters Score -876912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -876912.062500 Penalty: 2884.286621
	Iteration 77Q: 3 clusters Score -876912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -876912.000000 Penalty: 2884.286621
	Iteration 78Q: 3 clusters Score -876912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -876912.062500 Penalty: 2884.286621
	Iteration 79Q: 3 clusters Score -876912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -876914.812500 Penalty: 2884.286621
	Iteration 80F: 3 clusters Score -876914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -876917.250000 Penalty: 2884.286621
	Iteration 81Q: 3 clusters Score -876917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -876919.062500 Penalty: 2884.286621
	Iteration 82Q: 3 clusters Score -876919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -876923.125000 Penalty: 2884.286621
	Iteration 83Q: 3 clusters Score -876923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -876928.750000 Penalty: 2884.286621
	Iteration 84Q: 3 clusters Score -876928.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -876938.062500 Penalty: 2884.286621
	Iteration 85Q: 3 clusters Score -876938.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -876943.187500 Penalty: 2884.286621
	Iteration 86Q: 3 clusters Score -876943.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -876949.875000 Penalty: 2884.286621
	Iteration 87Q: 3 clusters Score -876949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -876955.187500 Penalty: 2884.286621
	Iteration 88Q: 3 clusters Score -876955.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -876958.812500 Penalty: 2884.286621
	Iteration 89Q: 3 clusters Score -876958.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -876966.125000 Penalty: 2884.286621
	Iteration 90Q: 3 clusters Score -876966.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -876973.812500 Penalty: 2884.286621
	Iteration 91Q: 3 clusters Score -876973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -876978.812500 Penalty: 2884.286621
	Iteration 92Q: 3 clusters Score -876978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -876982.187500 Penalty: 2884.286621
	Iteration 93Q: 3 clusters Score -876982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -876986.812500 Penalty: 2884.286621
	Iteration 94Q: 3 clusters Score -876986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -876991.875000 Penalty: 2884.286621
	Iteration 95Q: 3 clusters Score -876991.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -876991.875000 Penalty: 2884.286621
	Iteration 96Q: 3 clusters Score -876991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -876995.375000 Penalty: 2884.286621
	Iteration 97Q: 3 clusters Score -876995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -876996.562500 Penalty: 2884.286621
	Iteration 98Q: 3 clusters Score -876996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -876997.437500 Penalty: 2884.286621
	Iteration 99Q: 3 clusters Score -876997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -877000.812500 Penalty: 2884.286621
	Iteration 100F: 3 clusters Score -877000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -877000.437500 Penalty: 2884.286621
	Iteration 101Q: 3 clusters Score -877000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -877003.125000 Penalty: 2884.286621
	Iteration 102Q: 3 clusters Score -877003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -877002.875000 Penalty: 2884.286621
	Iteration 103Q: 3 clusters Score -877002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -877003.437500 Penalty: 2884.286621
	Iteration 104Q: 3 clusters Score -877003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -877003.625000 Penalty: 2884.286621
	Iteration 105Q: 3 clusters Score -877003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -877003.875000 Penalty: 2884.286621
	Iteration 106Q: 3 clusters Score -877003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -877004.062500 Penalty: 2884.286621
	Iteration 107Q: 3 clusters Score -877004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -877004.062500 Penalty: 2884.286621
	Iteration 108F: 3 clusters Score -877004.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -95972.929688 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -95972.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -94659.273438 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -94659.27 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95029.171875 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -95029.17 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95273.265625 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -95273.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -95497.492188 Penalty: 2201.994141
	Iteration 3F: 3 clusters Score -95497.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -95629.414062 Penalty: 2201.994141
	Iteration 4F: 3 clusters Score -95629.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -95710.718750 Penalty: 2201.994141
	Iteration 5Q: 3 clusters Score -95710.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -95754.414062 Penalty: 2201.994141
	Iteration 6Q: 3 clusters Score -95754.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95780.562500 Penalty: 2201.994141
	Iteration 7Q: 3 clusters Score -95780.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -95811.273438 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -95811.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95841.046875 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -95841.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -95856.421875 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -95856.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95856.914062 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -95856.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95856.914062 Penalty: 2201.994141
	Iteration 12F: 3 clusters Score -95856.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -2092879.250000 Penalty: 1583.356079
	Iteration 0F: 2 clusters Score -2092879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2081100.625000 Penalty: 3166.712158
	Iteration 0F: 3 clusters Score -2081101 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2085432.750000 Penalty: 3166.712158
	Iteration 1F: 3 clusters Score -2085433 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2085933.000000 Penalty: 3166.712158
	Iteration 2F: 3 clusters Score -2085933 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2086437.500000 Penalty: 3166.712158
	Iteration 3F: 3 clusters Score -2086438 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2086966.750000 Penalty: 3166.712158
	Iteration 4F: 3 clusters Score -2086967 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2087535.125000 Penalty: 3166.712158
	Iteration 5F: 3 clusters Score -2087535 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2088122.000000 Penalty: 3166.712158
	Iteration 6F: 3 clusters Score -2088122 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2088734.875000 Penalty: 3166.712158
	Iteration 7F: 3 clusters Score -2088735 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2089336.625000 Penalty: 3166.712158
	Iteration 8Q: 3 clusters Score -2089337 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2089875.625000 Penalty: 3166.712158
	Iteration 9Q: 3 clusters Score -2089876 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2090305.000000 Penalty: 3166.712158
	Iteration 10Q: 3 clusters Score -2090305 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2090704.000000 Penalty: 3166.712158
	Iteration 11Q: 3 clusters Score -2090704 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2090998.750000 Penalty: 3166.712158
	Iteration 12Q: 3 clusters Score -2090999 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2091215.500000 Penalty: 3166.712158
	Iteration 13Q: 3 clusters Score -2091216 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2091366.000000 Penalty: 3166.712158
	Iteration 14Q: 3 clusters Score -2091366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2091528.875000 Penalty: 3166.712158
	Iteration 15Q: 3 clusters Score -2091529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2091657.875000 Penalty: 3166.712158
	Iteration 16Q: 3 clusters Score -2091658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2091749.375000 Penalty: 3166.712158
	Iteration 17Q: 3 clusters Score -2091749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2091816.875000 Penalty: 3166.712158
	Iteration 18Q: 3 clusters Score -2091817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2091861.875000 Penalty: 3166.712158
	Iteration 19Q: 3 clusters Score -2091862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2091895.875000 Penalty: 3166.712158
	Iteration 20F: 3 clusters Score -2091896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2091915.000000 Penalty: 3166.712158
	Iteration 21Q: 3 clusters Score -2091915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2091930.375000 Penalty: 3166.712158
	Iteration 22Q: 3 clusters Score -2091930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2091937.625000 Penalty: 3166.712158
	Iteration 23Q: 3 clusters Score -2091938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2091941.875000 Penalty: 3166.712158
	Iteration 24Q: 3 clusters Score -2091942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2091946.000000 Penalty: 3166.712158
	Iteration 25Q: 3 clusters Score -2091946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2091949.750000 Penalty: 3166.712158
	Iteration 26Q: 3 clusters Score -2091950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2091949.375000 Penalty: 3166.712158
	Iteration 27Q: 3 clusters Score -2091949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2091954.375000 Penalty: 3166.712158
	Iteration 28Q: 3 clusters Score -2091954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2091954.875000 Penalty: 3166.712158
	Iteration 29Q: 3 clusters Score -2091955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2091956.625000 Penalty: 3166.712158
	Iteration 30Q: 3 clusters Score -2091957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2091964.125000 Penalty: 3166.712158
	Iteration 31Q: 3 clusters Score -2091964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2091963.500000 Penalty: 3166.712158
	Iteration 32Q: 3 clusters Score -2091964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2091969.625000 Penalty: 3166.712158
	Iteration 33Q: 3 clusters Score -2091970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2091970.250000 Penalty: 3166.712158
	Iteration 34Q: 3 clusters Score -2091970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2091977.250000 Penalty: 3166.712158
	Iteration 35Q: 3 clusters Score -2091977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2091975.625000 Penalty: 3166.712158
	Iteration 36Q: 3 clusters Score -2091976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2091977.875000 Penalty: 3166.712158
	Iteration 37Q: 3 clusters Score -2091978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2091979.750000 Penalty: 3166.712158
	Iteration 38Q: 3 clusters Score -2091980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2091980.750000 Penalty: 3166.712158
	Iteration 39Q: 3 clusters Score -2091981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2091980.500000 Penalty: 3166.712158
	Iteration 40F: 3 clusters Score -2091980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2091980.125000 Penalty: 3166.712158
	Iteration 41Q: 3 clusters Score -2091980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2091980.500000 Penalty: 3166.712158
	Iteration 42Q: 3 clusters Score -2091980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2091980.875000 Penalty: 3166.712158
	Iteration 43Q: 3 clusters Score -2091981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2091981.500000 Penalty: 3166.712158
	Iteration 44Q: 3 clusters Score -2091982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2091981.625000 Penalty: 3166.712158
	Iteration 45Q: 3 clusters Score -2091982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2091981.625000 Penalty: 3166.712158
	Iteration 46F: 3 clusters Score -2091982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26992.275391 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -26992.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26223.935547 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -26223.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26299.992188 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -26299.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26329.158203 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -26329.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26341.591797 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -26341.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26341.591797 Penalty: 1790.551270
	Iteration 4F: 3 clusters Score -26341.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -19834.113281 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -19834.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19114.869141 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -19114.87 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19512.544922 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -19512.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19664.384766 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -19664.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19757.777344 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -19757.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19831.412109 Penalty: 1936.488037
	Iteration 4F: 3 clusters Score -19831.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19957.785156 Penalty: 1936.488037
	Iteration 5F: 3 clusters Score -19957.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20073.183594 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -20073.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20180.564453 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -20180.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20243.429688 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -20243.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20296.390625 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -20296.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20313.705078 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -20313.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20324.441406 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -20324.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20327.992188 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -20327.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20328.878906 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -20328.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20337.097656 Penalty: 1936.488037
	Iteration 14F: 3 clusters Score -20337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20435.085938 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -20435.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20489.369141 Penalty: 1936.488037
	Iteration 16Q: 3 clusters Score -20489.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20502.484375 Penalty: 1936.488037
	Iteration 17Q: 3 clusters Score -20502.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20504.453125 Penalty: 1936.488037
	Iteration 18Q: 3 clusters Score -20504.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20505.560547 Penalty: 1936.488037
	Iteration 19Q: 3 clusters Score -20505.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20505.560547 Penalty: 1936.488037
	Iteration 20F: 3 clusters Score -20505.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 106487 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107014 members 
Mstep: Class 7 contains 104661 members 
Mstep: Class 8 contains 86367 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 97910 members 
Mstep: Class 18 contains 86884 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115581 members 
Mstep: Class 23 contains 106876 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61269 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 113831 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17047 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5055 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 4503 members 
Mstep: Class 42 contains 156 members 
Entering Unmasked Estep 
Score: -141735584.000000 Penalty: 95283.945312
Splitting cluster 37 changes total score from -141736016.000000 to -141735584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -19220.345703 Penalty: 915.071899
	Iteration 0F: 2 clusters Score -19220.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18453.945312 Penalty: 1830.143799
	Iteration 0F: 3 clusters Score -18453.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18670.875000 Penalty: 1830.143799
	Iteration 1F: 3 clusters Score -18670.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18754.722656 Penalty: 1830.143799
	Iteration 2F: 3 clusters Score -18754.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18793.033203 Penalty: 1830.143799
	Iteration 3Q: 3 clusters Score -18793.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18804.912109 Penalty: 1830.143799
	Iteration 4Q: 3 clusters Score -18804.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18810.246094 Penalty: 1830.143799
	Iteration 5Q: 3 clusters Score -18810.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18812.296875 Penalty: 1830.143799
	Iteration 6Q: 3 clusters Score -18812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18812.296875 Penalty: 1830.143799
	Iteration 7F: 3 clusters Score -18812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -583803.937500 Penalty: 1385.821655
	Iteration 0F: 2 clusters Score -583803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -579818.187500 Penalty: 2771.643311
	Iteration 0F: 3 clusters Score -579818.2 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -581022.937500 Penalty: 2771.643311
	Iteration 1F: 3 clusters Score -581022.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -581284.625000 Penalty: 2771.643311
	Iteration 2F: 3 clusters Score -581284.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -581481.937500 Penalty: 2771.643311
	Iteration 3F: 3 clusters Score -581481.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -581644.250000 Penalty: 2771.643311
	Iteration 4F: 3 clusters Score -581644.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -581766.000000 Penalty: 2771.643311
	Iteration 5Q: 3 clusters Score -581766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -581858.250000 Penalty: 2771.643311
	Iteration 6Q: 3 clusters Score -581858.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -581934.625000 Penalty: 2771.643311
	Iteration 7Q: 3 clusters Score -581934.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -582001.125000 Penalty: 2771.643311
	Iteration 8Q: 3 clusters Score -582001.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -582054.375000 Penalty: 2771.643311
	Iteration 9Q: 3 clusters Score -582054.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -582100.187500 Penalty: 2771.643311
	Iteration 10Q: 3 clusters Score -582100.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -582126.812500 Penalty: 2771.643311
	Iteration 11Q: 3 clusters Score -582126.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -582151.187500 Penalty: 2771.643311
	Iteration 12Q: 3 clusters Score -582151.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -582181.250000 Penalty: 2771.643311
	Iteration 13Q: 3 clusters Score -582181.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -582214.625000 Penalty: 2771.643311
	Iteration 14Q: 3 clusters Score -582214.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -582247.187500 Penalty: 2771.643311
	Iteration 15Q: 3 clusters Score -582247.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -582289.062500 Penalty: 2771.643311
	Iteration 16Q: 3 clusters Score -582289.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -582344.937500 Penalty: 2771.643311
	Iteration 17Q: 3 clusters Score -582344.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -582426.375000 Penalty: 2771.643311
	Iteration 18Q: 3 clusters Score -582426.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -582515.312500 Penalty: 2771.643311
	Iteration 19Q: 3 clusters Score -582515.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -582599.875000 Penalty: 2771.643311
	Iteration 20F: 3 clusters Score -582599.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -582665.062500 Penalty: 2771.643311
	Iteration 21Q: 3 clusters Score -582665.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -582723.000000 Penalty: 2771.643311
	Iteration 22Q: 3 clusters Score -582723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -582773.125000 Penalty: 2771.643311
	Iteration 23Q: 3 clusters Score -582773.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -582818.562500 Penalty: 2771.643311
	Iteration 24Q: 3 clusters Score -582818.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -582858.250000 Penalty: 2771.643311
	Iteration 25Q: 3 clusters Score -582858.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -582886.500000 Penalty: 2771.643311
	Iteration 26Q: 3 clusters Score -582886.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -582901.500000 Penalty: 2771.643311
	Iteration 27Q: 3 clusters Score -582901.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -582907.875000 Penalty: 2771.643311
	Iteration 28Q: 3 clusters Score -582907.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -582914.687500 Penalty: 2771.643311
	Iteration 29Q: 3 clusters Score -582914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -582918.437500 Penalty: 2771.643311
	Iteration 30Q: 3 clusters Score -582918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -582922.875000 Penalty: 2771.643311
	Iteration 31Q: 3 clusters Score -582922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -582926.625000 Penalty: 2771.643311
	Iteration 32Q: 3 clusters Score -582926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -582929.000000 Penalty: 2771.643311
	Iteration 33Q: 3 clusters Score -582929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -582930.187500 Penalty: 2771.643311
	Iteration 34Q: 3 clusters Score -582930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -582935.250000 Penalty: 2771.643311
	Iteration 35Q: 3 clusters Score -582935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -582937.562500 Penalty: 2771.643311
	Iteration 36Q: 3 clusters Score -582937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -582936.812500 Penalty: 2771.643311
	Iteration 37Q: 3 clusters Score -582936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -582938.000000 Penalty: 2771.643311
	Iteration 38Q: 3 clusters Score -582938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -582938.000000 Penalty: 2771.643311
	Iteration 39F: 3 clusters Score -582938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -552902.375000 Penalty: 1367.031128
	Iteration 0F: 2 clusters Score -552902.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -549237.875000 Penalty: 2734.062256
	Iteration 0F: 3 clusters Score -549237.9 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -550270.875000 Penalty: 2734.062256
	Iteration 1F: 3 clusters Score -550270.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -550500.687500 Penalty: 2734.062256
	Iteration 2F: 3 clusters Score -550500.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -550707.250000 Penalty: 2734.062256
	Iteration 3F: 3 clusters Score -550707.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -550864.687500 Penalty: 2734.062256
	Iteration 4F: 3 clusters Score -550864.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -551000.812500 Penalty: 2734.062256
	Iteration 5Q: 3 clusters Score -551000.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -551119.250000 Penalty: 2734.062256
	Iteration 6Q: 3 clusters Score -551119.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -551241.062500 Penalty: 2734.062256
	Iteration 7Q: 3 clusters Score -551241.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -551385.125000 Penalty: 2734.062256
	Iteration 8Q: 3 clusters Score -551385.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -551519.000000 Penalty: 2734.062256
	Iteration 9Q: 3 clusters Score -551519 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -551681.750000 Penalty: 2734.062256
	Iteration 10Q: 3 clusters Score -551681.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -551864.875000 Penalty: 2734.062256
	Iteration 11Q: 3 clusters Score -551864.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -552032.062500 Penalty: 2734.062256
	Iteration 12Q: 3 clusters Score -552032.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -552142.312500 Penalty: 2734.062256
	Iteration 13Q: 3 clusters Score -552142.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -552207.312500 Penalty: 2734.062256
	Iteration 14Q: 3 clusters Score -552207.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -552244.625000 Penalty: 2734.062256
	Iteration 15Q: 3 clusters Score -552244.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -552274.750000 Penalty: 2734.062256
	Iteration 16Q: 3 clusters Score -552274.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -552291.062500 Penalty: 2734.062256
	Iteration 17Q: 3 clusters Score -552291.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -552301.000000 Penalty: 2734.062256
	Iteration 18Q: 3 clusters Score -552301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -552308.000000 Penalty: 2734.062256
	Iteration 19Q: 3 clusters Score -552308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -552311.562500 Penalty: 2734.062256
	Iteration 20F: 3 clusters Score -552311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -552311.625000 Penalty: 2734.062256
	Iteration 21Q: 3 clusters Score -552311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -552314.875000 Penalty: 2734.062256
	Iteration 22Q: 3 clusters Score -552314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -552315.937500 Penalty: 2734.062256
	Iteration 23Q: 3 clusters Score -552315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -552317.937500 Penalty: 2734.062256
	Iteration 24Q: 3 clusters Score -552317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -552321.812500 Penalty: 2734.062256
	Iteration 25Q: 3 clusters Score -552321.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -552325.375000 Penalty: 2734.062256
	Iteration 26Q: 3 clusters Score -552325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -552326.312500 Penalty: 2734.062256
	Iteration 27Q: 3 clusters Score -552326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -552327.562500 Penalty: 2734.062256
	Iteration 28Q: 3 clusters Score -552327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -552330.312500 Penalty: 2734.062256
	Iteration 29Q: 3 clusters Score -552330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -552332.312500 Penalty: 2734.062256
	Iteration 30Q: 3 clusters Score -552332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -552332.625000 Penalty: 2734.062256
	Iteration 31Q: 3 clusters Score -552332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -552332.625000 Penalty: 2734.062256
	Iteration 32F: 3 clusters Score -552332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 106487 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 107014 members 
Mstep: Class 7 contains 104661 members 
Mstep: Class 8 contains 86367 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 14474 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 97910 members 
Mstep: Class 18 contains 86884 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115581 members 
Mstep: Class 23 contains 106876 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 61269 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 113831 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17047 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 5055 members 
Mstep: Class 41 contains 4503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736448.000000 Penalty: 93015.281250
Iteration 239Q: 42 clusters Score -1.417364e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 582 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 106500 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 106823 members 
Mstep: Class 7 contains 104629 members 
Mstep: Class 8 contains 86543 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 14480 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 39592 members 
Mstep: Class 17 contains 97833 members 
Mstep: Class 18 contains 87062 members 
Mstep: Class 19 contains 2062 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115596 members 
Mstep: Class 23 contains 106843 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 61344 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 22669 members 
Mstep: Class 28 contains 13013 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 2119 members 
Mstep: Class 31 contains 113743 members 
Mstep: Class 32 contains 7921 members 
Mstep: Class 33 contains 7134 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 17041 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 381 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 5046 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 4546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736656.000000 Penalty: 93015.281250
Iteration 240F: 42 clusters Score -1.417367e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106488 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 106547 members 
Mstep: Class 7 contains 104618 members 
Mstep: Class 8 contains 86700 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 14484 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 39643 members 
Mstep: Class 17 contains 97816 members 
Mstep: Class 18 contains 87247 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 115604 members 
Mstep: Class 23 contains 106823 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 61446 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 22513 members 
Mstep: Class 28 contains 12902 members 
Mstep: Class 29 contains 2014 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 113673 members 
Mstep: Class 32 contains 7917 members 
Mstep: Class 33 contains 7116 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 17037 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 374 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5040 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736832.000000 Penalty: 93015.281250
Iteration 241Q: 42 clusters Score -1.417368e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 578 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106510 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 106285 members 
Mstep: Class 7 contains 104613 members 
Mstep: Class 8 contains 86855 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6588 members 
Mstep: Class 11 contains 342 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 7522 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 39722 members 
Mstep: Class 17 contains 97785 members 
Mstep: Class 18 contains 87428 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 115560 members 
Mstep: Class 23 contains 106780 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 61545 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 22346 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 2018 members 
Mstep: Class 30 contains 2107 members 
Mstep: Class 31 contains 113608 members 
Mstep: Class 32 contains 7917 members 
Mstep: Class 33 contains 7105 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 17034 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 373 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5025 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 4863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737328.000000 Penalty: 93015.281250
Iteration 242Q: 42 clusters Score -1.417373e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106572 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 106080 members 
Mstep: Class 7 contains 104608 members 
Mstep: Class 8 contains 87001 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6612 members 
Mstep: Class 11 contains 344 members 
Mstep: Class 12 contains 6857 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 39785 members 
Mstep: Class 17 contains 97746 members 
Mstep: Class 18 contains 87624 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 115457 members 
Mstep: Class 23 contains 106719 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 61637 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 22163 members 
Mstep: Class 28 contains 12722 members 
Mstep: Class 29 contains 2019 members 
Mstep: Class 30 contains 2103 members 
Mstep: Class 31 contains 113550 members 
Mstep: Class 32 contains 7911 members 
Mstep: Class 33 contains 7079 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 17026 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 5019 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737200.000000 Penalty: 93015.281250
Iteration 243Q: 42 clusters Score -1.417372e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 106633 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 105863 members 
Mstep: Class 7 contains 104619 members 
Mstep: Class 8 contains 87140 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 345 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 39879 members 
Mstep: Class 17 contains 97713 members 
Mstep: Class 18 contains 87829 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 541 members 
Mstep: Class 22 contains 115357 members 
Mstep: Class 23 contains 106692 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 61733 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 21966 members 
Mstep: Class 28 contains 12637 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 2100 members 
Mstep: Class 31 contains 113484 members 
Mstep: Class 32 contains 7905 members 
Mstep: Class 33 contains 7053 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 17009 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4998 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737184.000000 Penalty: 93015.281250
Iteration 244Q: 42 clusters Score -1.417372e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 106711 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 105648 members 
Mstep: Class 7 contains 104630 members 
Mstep: Class 8 contains 87291 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 12 contains 6900 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 39959 members 
Mstep: Class 17 contains 97675 members 
Mstep: Class 18 contains 88015 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 543 members 
Mstep: Class 22 contains 115243 members 
Mstep: Class 23 contains 106679 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 61850 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 21791 members 
Mstep: Class 28 contains 12530 members 
Mstep: Class 29 contains 2018 members 
Mstep: Class 30 contains 2097 members 
Mstep: Class 31 contains 113411 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 7026 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16992 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737392.000000 Penalty: 93015.281250
Iteration 245Q: 42 clusters Score -1.417374e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 106756 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 105403 members 
Mstep: Class 7 contains 104675 members 
Mstep: Class 8 contains 87449 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 348 members 
Mstep: Class 12 contains 6923 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 7517 members 
Mstep: Class 15 contains 3276 members 
Mstep: Class 16 contains 40024 members 
Mstep: Class 17 contains 97650 members 
Mstep: Class 18 contains 88204 members 
Mstep: Class 19 contains 2062 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115162 members 
Mstep: Class 23 contains 106673 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 61932 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 21616 members 
Mstep: Class 28 contains 12436 members 
Mstep: Class 29 contains 2018 members 
Mstep: Class 30 contains 2093 members 
Mstep: Class 31 contains 113337 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 6995 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16974 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4949 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737168.000000 Penalty: 93015.281250
Iteration 246Q: 42 clusters Score -1.417372e+08 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 106826 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 105100 members 
Mstep: Class 7 contains 104694 members 
Mstep: Class 8 contains 87606 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6739 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 7505 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 40090 members 
Mstep: Class 17 contains 97634 members 
Mstep: Class 18 contains 88391 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115090 members 
Mstep: Class 23 contains 106672 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62014 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 21432 members 
Mstep: Class 28 contains 12330 members 
Mstep: Class 29 contains 2016 members 
Mstep: Class 30 contains 2089 members 
Mstep: Class 31 contains 113294 members 
Mstep: Class 32 contains 7901 members 
Mstep: Class 33 contains 6969 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16963 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 372 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4935 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737440.000000 Penalty: 93015.281250
Iteration 247Q: 42 clusters Score -1.417374e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 106917 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 104732 members 
Mstep: Class 7 contains 104693 members 
Mstep: Class 8 contains 87748 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6765 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 7502 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 40169 members 
Mstep: Class 17 contains 97600 members 
Mstep: Class 18 contains 88579 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115064 members 
Mstep: Class 23 contains 106670 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62129 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 21231 members 
Mstep: Class 28 contains 12241 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 2088 members 
Mstep: Class 31 contains 113265 members 
Mstep: Class 32 contains 7899 members 
Mstep: Class 33 contains 6945 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16944 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 371 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737424.000000 Penalty: 93015.281250
Iteration 248Q: 42 clusters Score -1.417374e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 556 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107006 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 104352 members 
Mstep: Class 7 contains 104702 members 
Mstep: Class 8 contains 87902 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7045 members 
Mstep: Class 13 contains 14507 members 
Mstep: Class 14 contains 7499 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 40229 members 
Mstep: Class 17 contains 97540 members 
Mstep: Class 18 contains 88783 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115070 members 
Mstep: Class 23 contains 106680 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62250 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 21033 members 
Mstep: Class 28 contains 12141 members 
Mstep: Class 29 contains 2016 members 
Mstep: Class 30 contains 2088 members 
Mstep: Class 31 contains 113250 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16936 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737776.000000 Penalty: 93015.281250
Iteration 249Q: 42 clusters Score -1.417378e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 103951 members 
Mstep: Class 7 contains 104731 members 
Mstep: Class 8 contains 88036 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 14512 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 3276 members 
Mstep: Class 16 contains 40298 members 
Mstep: Class 17 contains 97488 members 
Mstep: Class 18 contains 88969 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115085 members 
Mstep: Class 23 contains 106697 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62344 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 20824 members 
Mstep: Class 28 contains 12039 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 2087 members 
Mstep: Class 31 contains 113214 members 
Mstep: Class 32 contains 7890 members 
Mstep: Class 33 contains 6887 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16923 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4885 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737936.000000 Penalty: 93015.281250
Iteration 250Q: 42 clusters Score -1.417379e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107223 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 103573 members 
Mstep: Class 7 contains 104746 members 
Mstep: Class 8 contains 88185 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6834 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 14511 members 
Mstep: Class 14 contains 7496 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 40381 members 
Mstep: Class 17 contains 97473 members 
Mstep: Class 18 contains 89149 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1349 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115113 members 
Mstep: Class 23 contains 106695 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62434 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 20610 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 2019 members 
Mstep: Class 30 contains 2086 members 
Mstep: Class 31 contains 113181 members 
Mstep: Class 32 contains 7888 members 
Mstep: Class 33 contains 6849 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16911 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4877 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738000.000000 Penalty: 93015.281250
Iteration 251Q: 42 clusters Score -1.41738e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 107278 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 103189 members 
Mstep: Class 7 contains 104772 members 
Mstep: Class 8 contains 88322 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6867 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 14525 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 40447 members 
Mstep: Class 17 contains 97449 members 
Mstep: Class 18 contains 89336 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 1349 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115128 members 
Mstep: Class 23 contains 106701 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62542 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 20398 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 2088 members 
Mstep: Class 31 contains 113178 members 
Mstep: Class 32 contains 7885 members 
Mstep: Class 33 contains 6826 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16888 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4869 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738000.000000 Penalty: 93015.281250
Iteration 252Q: 42 clusters Score -1.41738e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107321 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 102838 members 
Mstep: Class 7 contains 104770 members 
Mstep: Class 8 contains 88441 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6905 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 14524 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 40504 members 
Mstep: Class 17 contains 97403 members 
Mstep: Class 18 contains 89509 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115109 members 
Mstep: Class 23 contains 106729 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62656 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 20265 members 
Mstep: Class 28 contains 11814 members 
Mstep: Class 29 contains 2021 members 
Mstep: Class 30 contains 2086 members 
Mstep: Class 31 contains 113164 members 
Mstep: Class 32 contains 7879 members 
Mstep: Class 33 contains 6807 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16874 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4868 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738240.000000 Penalty: 93015.281250
Iteration 253Q: 42 clusters Score -1.417382e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107355 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 102504 members 
Mstep: Class 7 contains 104787 members 
Mstep: Class 8 contains 88558 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 13 contains 14528 members 
Mstep: Class 14 contains 7489 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 40570 members 
Mstep: Class 17 contains 97352 members 
Mstep: Class 18 contains 89654 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115061 members 
Mstep: Class 23 contains 106784 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62766 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 20126 members 
Mstep: Class 28 contains 11752 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 2085 members 
Mstep: Class 31 contains 113131 members 
Mstep: Class 32 contains 7874 members 
Mstep: Class 33 contains 6783 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16871 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4869 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737856.000000 Penalty: 93015.281250
Iteration 254Q: 42 clusters Score -1.417379e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107399 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 102148 members 
Mstep: Class 7 contains 104802 members 
Mstep: Class 8 contains 88671 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 97314 members 
Mstep: Class 18 contains 89783 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115083 members 
Mstep: Class 23 contains 106812 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62877 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 19995 members 
Mstep: Class 28 contains 11700 members 
Mstep: Class 29 contains 2019 members 
Mstep: Class 30 contains 2084 members 
Mstep: Class 31 contains 113075 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16862 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4866 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738144.000000 Penalty: 93015.281250
Iteration 255Q: 42 clusters Score -1.417381e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107451 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 101733 members 
Mstep: Class 7 contains 104809 members 
Mstep: Class 8 contains 88819 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6989 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 40691 members 
Mstep: Class 17 contains 97277 members 
Mstep: Class 18 contains 89933 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115096 members 
Mstep: Class 23 contains 106830 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 62994 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 19853 members 
Mstep: Class 28 contains 11665 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 2083 members 
Mstep: Class 31 contains 113031 members 
Mstep: Class 32 contains 7867 members 
Mstep: Class 33 contains 6751 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16858 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4861 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738064.000000 Penalty: 93015.281250
Iteration 256Q: 42 clusters Score -1.417381e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 107505 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 101374 members 
Mstep: Class 7 contains 104808 members 
Mstep: Class 8 contains 88934 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 97250 members 
Mstep: Class 18 contains 90066 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115051 members 
Mstep: Class 23 contains 106900 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 63114 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 19732 members 
Mstep: Class 28 contains 11609 members 
Mstep: Class 29 contains 2021 members 
Mstep: Class 30 contains 2083 members 
Mstep: Class 31 contains 113008 members 
Mstep: Class 32 contains 7865 members 
Mstep: Class 33 contains 6734 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16849 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4855 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738240.000000 Penalty: 93015.281250
Iteration 257Q: 42 clusters Score -1.417382e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 107556 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 101003 members 
Mstep: Class 7 contains 104820 members 
Mstep: Class 8 contains 89081 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7426 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 7496 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 40790 members 
Mstep: Class 17 contains 97221 members 
Mstep: Class 18 contains 90190 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115066 members 
Mstep: Class 23 contains 106910 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 63209 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 19595 members 
Mstep: Class 28 contains 11571 members 
Mstep: Class 29 contains 2022 members 
Mstep: Class 30 contains 2083 members 
Mstep: Class 31 contains 112983 members 
Mstep: Class 32 contains 7863 members 
Mstep: Class 33 contains 6726 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16840 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4854 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738096.000000 Penalty: 93015.281250
Iteration 258Q: 42 clusters Score -1.417381e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 107646 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 100524 members 
Mstep: Class 7 contains 104815 members 
Mstep: Class 8 contains 89261 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7072 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7458 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 40830 members 
Mstep: Class 17 contains 97231 members 
Mstep: Class 18 contains 90318 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1352 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115091 members 
Mstep: Class 23 contains 106940 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 63309 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 19450 members 
Mstep: Class 28 contains 11543 members 
Mstep: Class 29 contains 2022 members 
Mstep: Class 30 contains 2077 members 
Mstep: Class 31 contains 112964 members 
Mstep: Class 32 contains 7859 members 
Mstep: Class 33 contains 6719 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16834 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4851 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737856.000000 Penalty: 93015.281250
Iteration 259Q: 42 clusters Score -1.417379e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107743 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 99996 members 
Mstep: Class 7 contains 104817 members 
Mstep: Class 8 contains 89469 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7095 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 7499 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 40866 members 
Mstep: Class 17 contains 97214 members 
Mstep: Class 18 contains 90441 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115132 members 
Mstep: Class 23 contains 106997 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 63399 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 19294 members 
Mstep: Class 28 contains 11512 members 
Mstep: Class 29 contains 2024 members 
Mstep: Class 30 contains 2073 members 
Mstep: Class 31 contains 112965 members 
Mstep: Class 32 contains 7852 members 
Mstep: Class 33 contains 6714 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16832 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4847 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737648.000000 Penalty: 93015.281250
Iteration 260F: 42 clusters Score -1.417376e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107785 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 99538 members 
Mstep: Class 7 contains 104826 members 
Mstep: Class 8 contains 89645 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 7535 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 7496 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 40910 members 
Mstep: Class 17 contains 97196 members 
Mstep: Class 18 contains 90558 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1348 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115194 members 
Mstep: Class 23 contains 107033 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 63480 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 19149 members 
Mstep: Class 28 contains 11477 members 
Mstep: Class 29 contains 2022 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 112974 members 
Mstep: Class 32 contains 7853 members 
Mstep: Class 33 contains 6702 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16820 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4847 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737520.000000 Penalty: 93015.281250
Iteration 261Q: 42 clusters Score -1.417375e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107801 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 99092 members 
Mstep: Class 7 contains 104837 members 
Mstep: Class 8 contains 89805 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 7584 members 
Mstep: Class 13 contains 14565 members 
Mstep: Class 14 contains 7502 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 40963 members 
Mstep: Class 17 contains 97147 members 
Mstep: Class 18 contains 90684 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1352 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115322 members 
Mstep: Class 23 contains 107061 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 63549 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 18996 members 
Mstep: Class 28 contains 11444 members 
Mstep: Class 29 contains 2023 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 112986 members 
Mstep: Class 32 contains 7852 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16805 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4849 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737488.000000 Penalty: 93015.281250
Iteration 262Q: 42 clusters Score -1.417375e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107828 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 98682 members 
Mstep: Class 7 contains 104858 members 
Mstep: Class 8 contains 89963 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7152 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 14572 members 
Mstep: Class 14 contains 7505 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 17 contains 97095 members 
Mstep: Class 18 contains 90765 members 
Mstep: Class 19 contains 2020 members 
Mstep: Class 20 contains 1355 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115439 members 
Mstep: Class 23 contains 107064 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 63599 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 18860 members 
Mstep: Class 28 contains 11400 members 
Mstep: Class 29 contains 2022 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 113016 members 
Mstep: Class 32 contains 7848 members 
Mstep: Class 33 contains 6678 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16804 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 4850 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737536.000000 Penalty: 93015.281250
Iteration 263Q: 42 clusters Score -1.417375e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107861 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 98277 members 
Mstep: Class 7 contains 104869 members 
Mstep: Class 8 contains 90117 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 7166 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 7711 members 
Mstep: Class 13 contains 14579 members 
Mstep: Class 14 contains 7505 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41072 members 
Mstep: Class 17 contains 97068 members 
Mstep: Class 18 contains 90858 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115541 members 
Mstep: Class 23 contains 107087 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 63632 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 18709 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 2024 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 113041 members 
Mstep: Class 32 contains 7843 members 
Mstep: Class 33 contains 6675 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16804 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 369 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4848 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737168.000000 Penalty: 93015.281250
Iteration 264Q: 42 clusters Score -1.417372e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 107887 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 97916 members 
Mstep: Class 7 contains 104875 members 
Mstep: Class 8 contains 90304 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 7181 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 12 contains 7776 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 7509 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 41101 members 
Mstep: Class 17 contains 97017 members 
Mstep: Class 18 contains 90933 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115610 members 
Mstep: Class 23 contains 107107 members 
Mstep: Class 24 contains 283 members 
Mstep: Class 25 contains 63650 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 18574 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 2025 members 
Mstep: Class 30 contains 2055 members 
Mstep: Class 31 contains 113086 members 
Mstep: Class 32 contains 7842 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16798 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 369 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4850 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737024.000000 Penalty: 93015.281250
Iteration 265Q: 42 clusters Score -1.41737e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 107872 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 97682 members 
Mstep: Class 7 contains 104888 members 
Mstep: Class 8 contains 90441 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 7190 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 7843 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 7504 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41142 members 
Mstep: Class 17 contains 96984 members 
Mstep: Class 18 contains 91004 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115672 members 
Mstep: Class 23 contains 107122 members 
Mstep: Class 24 contains 277 members 
Mstep: Class 25 contains 63664 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 18420 members 
Mstep: Class 28 contains 11318 members 
Mstep: Class 29 contains 2025 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 113122 members 
Mstep: Class 32 contains 7843 members 
Mstep: Class 33 contains 6664 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16782 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 369 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4853 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736896.000000 Penalty: 93015.281250
Iteration 266Q: 42 clusters Score -1.417369e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 107848 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 97389 members 
Mstep: Class 7 contains 104899 members 
Mstep: Class 8 contains 90607 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 11 contains 371 members 
Mstep: Class 12 contains 7917 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 7500 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41196 members 
Mstep: Class 17 contains 96965 members 
Mstep: Class 18 contains 91102 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115728 members 
Mstep: Class 23 contains 107131 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 63686 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 18251 members 
Mstep: Class 28 contains 11282 members 
Mstep: Class 29 contains 2026 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 113160 members 
Mstep: Class 32 contains 7842 members 
Mstep: Class 33 contains 6663 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16774 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4850 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737200.000000 Penalty: 93015.281250
Iteration 267Q: 42 clusters Score -1.417372e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 107782 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 97136 members 
Mstep: Class 7 contains 104931 members 
Mstep: Class 8 contains 90791 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 372 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 41236 members 
Mstep: Class 17 contains 96902 members 
Mstep: Class 18 contains 91189 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115806 members 
Mstep: Class 23 contains 107161 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 63705 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 18085 members 
Mstep: Class 28 contains 11262 members 
Mstep: Class 29 contains 2025 members 
Mstep: Class 30 contains 2044 members 
Mstep: Class 31 contains 113190 members 
Mstep: Class 32 contains 7841 members 
Mstep: Class 33 contains 6663 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16773 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4850 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737136.000000 Penalty: 93015.281250
Iteration 268Q: 42 clusters Score -1.417371e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 107722 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96903 members 
Mstep: Class 7 contains 104974 members 
Mstep: Class 8 contains 90961 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 12 contains 8032 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 96837 members 
Mstep: Class 18 contains 91279 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115866 members 
Mstep: Class 23 contains 107208 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 63726 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 17912 members 
Mstep: Class 28 contains 11233 members 
Mstep: Class 29 contains 2025 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 113216 members 
Mstep: Class 32 contains 7836 members 
Mstep: Class 33 contains 6668 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16764 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4849 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737584.000000 Penalty: 93015.281250
Iteration 269Q: 42 clusters Score -1.417376e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 107658 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96704 members 
Mstep: Class 7 contains 105043 members 
Mstep: Class 8 contains 91118 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 8093 members 
Mstep: Class 13 contains 14601 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 3276 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 96776 members 
Mstep: Class 18 contains 91343 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 115941 members 
Mstep: Class 23 contains 107239 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 63749 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 17712 members 
Mstep: Class 28 contains 11193 members 
Mstep: Class 29 contains 2026 members 
Mstep: Class 30 contains 2038 members 
Mstep: Class 31 contains 113244 members 
Mstep: Class 32 contains 7836 members 
Mstep: Class 33 contains 6674 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16750 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4851 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737728.000000 Penalty: 93015.281250
Iteration 270Q: 42 clusters Score -1.417377e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 107584 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96551 members 
Mstep: Class 7 contains 105104 members 
Mstep: Class 8 contains 91267 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7252 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 8163 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 16 contains 41326 members 
Mstep: Class 17 contains 96694 members 
Mstep: Class 18 contains 91402 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116010 members 
Mstep: Class 23 contains 107261 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 63781 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 17519 members 
Mstep: Class 28 contains 11163 members 
Mstep: Class 29 contains 2026 members 
Mstep: Class 30 contains 2035 members 
Mstep: Class 31 contains 113272 members 
Mstep: Class 32 contains 7831 members 
Mstep: Class 33 contains 6682 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16738 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4854 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737968.000000 Penalty: 93015.281250
Iteration 271Q: 42 clusters Score -1.41738e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107507 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96389 members 
Mstep: Class 7 contains 105156 members 
Mstep: Class 8 contains 91411 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 8224 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41345 members 
Mstep: Class 17 contains 96634 members 
Mstep: Class 18 contains 91468 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116082 members 
Mstep: Class 23 contains 107279 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 63828 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 17341 members 
Mstep: Class 28 contains 11142 members 
Mstep: Class 29 contains 2026 members 
Mstep: Class 30 contains 2033 members 
Mstep: Class 31 contains 113278 members 
Mstep: Class 32 contains 7829 members 
Mstep: Class 33 contains 6680 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16737 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4851 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738384.000000 Penalty: 93015.281250
Iteration 272Q: 42 clusters Score -1.417384e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107462 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96265 members 
Mstep: Class 7 contains 105197 members 
Mstep: Class 8 contains 91525 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 8299 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 7465 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 96588 members 
Mstep: Class 18 contains 91519 members 
Mstep: Class 19 contains 1982 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116153 members 
Mstep: Class 23 contains 107297 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 63865 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 17154 members 
Mstep: Class 28 contains 11132 members 
Mstep: Class 29 contains 2026 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 113275 members 
Mstep: Class 32 contains 7829 members 
Mstep: Class 33 contains 6683 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16736 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4853 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738288.000000 Penalty: 93015.281250
Iteration 273Q: 42 clusters Score -1.417383e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 531 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107448 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96135 members 
Mstep: Class 7 contains 105256 members 
Mstep: Class 8 contains 91639 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 7286 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 7454 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41365 members 
Mstep: Class 17 contains 96560 members 
Mstep: Class 18 contains 91584 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116196 members 
Mstep: Class 23 contains 107321 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 63904 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16952 members 
Mstep: Class 28 contains 11116 members 
Mstep: Class 29 contains 2025 members 
Mstep: Class 30 contains 2022 members 
Mstep: Class 31 contains 113244 members 
Mstep: Class 32 contains 7829 members 
Mstep: Class 33 contains 6683 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16721 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 367 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4853 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738432.000000 Penalty: 93015.281250
Iteration 274Q: 42 clusters Score -1.417384e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107416 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96069 members 
Mstep: Class 7 contains 105302 members 
Mstep: Class 8 contains 91734 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7296 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 7447 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41364 members 
Mstep: Class 17 contains 96521 members 
Mstep: Class 18 contains 91649 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116259 members 
Mstep: Class 23 contains 107329 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 63940 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16773 members 
Mstep: Class 28 contains 11089 members 
Mstep: Class 29 contains 2026 members 
Mstep: Class 30 contains 2022 members 
Mstep: Class 31 contains 113215 members 
Mstep: Class 32 contains 7830 members 
Mstep: Class 33 contains 6681 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16709 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4854 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738640.000000 Penalty: 93015.281250
Iteration 275Q: 42 clusters Score -1.417386e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107331 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96041 members 
Mstep: Class 7 contains 105363 members 
Mstep: Class 8 contains 91815 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 14611 members 
Mstep: Class 14 contains 7442 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41380 members 
Mstep: Class 17 contains 96481 members 
Mstep: Class 18 contains 91716 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116345 members 
Mstep: Class 23 contains 107289 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 63995 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16608 members 
Mstep: Class 28 contains 11052 members 
Mstep: Class 29 contains 2028 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 113215 members 
Mstep: Class 32 contains 7829 members 
Mstep: Class 33 contains 6680 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16689 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4855 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738784.000000 Penalty: 93015.281250
Iteration 276Q: 42 clusters Score -1.417388e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107209 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96019 members 
Mstep: Class 7 contains 105408 members 
Mstep: Class 8 contains 91906 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 14610 members 
Mstep: Class 14 contains 7441 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41390 members 
Mstep: Class 17 contains 96461 members 
Mstep: Class 18 contains 91772 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116391 members 
Mstep: Class 23 contains 107283 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64060 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16459 members 
Mstep: Class 28 contains 11018 members 
Mstep: Class 29 contains 2029 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 113214 members 
Mstep: Class 32 contains 7828 members 
Mstep: Class 33 contains 6685 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16676 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4854 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738864.000000 Penalty: 93015.281250
Iteration 277Q: 42 clusters Score -1.417389e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107138 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96015 members 
Mstep: Class 7 contains 105452 members 
Mstep: Class 8 contains 91982 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8566 members 
Mstep: Class 13 contains 14616 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 41408 members 
Mstep: Class 17 contains 96450 members 
Mstep: Class 18 contains 91856 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116413 members 
Mstep: Class 23 contains 107238 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64102 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16334 members 
Mstep: Class 28 contains 10996 members 
Mstep: Class 29 contains 2028 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 113182 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6692 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16663 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4848 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738768.000000 Penalty: 93015.281250
Iteration 278Q: 42 clusters Score -1.417388e+08 nChanged 1330
Entering ConstructFrom: 
Score: -141738768.000000 Penalty: 93015.281250
Entering ConstructFrom: 
Trying to split cluster 1 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -47041.898438 Penalty: 1000.164429
	Iteration 0F: 2 clusters Score -47041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46079.265625 Penalty: 2000.328857
	Iteration 0F: 3 clusters Score -46079.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46346.796875 Penalty: 2000.328857
	Iteration 1F: 3 clusters Score -46346.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46491.523438 Penalty: 2000.328857
	Iteration 2F: 3 clusters Score -46491.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46584.738281 Penalty: 2000.328857
	Iteration 3F: 3 clusters Score -46584.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46667.281250 Penalty: 2000.328857
	Iteration 4Q: 3 clusters Score -46667.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46746.636719 Penalty: 2000.328857
	Iteration 5Q: 3 clusters Score -46746.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46765.085938 Penalty: 2000.328857
	Iteration 6Q: 3 clusters Score -46765.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46773.859375 Penalty: 2000.328857
	Iteration 7Q: 3 clusters Score -46773.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46777.812500 Penalty: 2000.328857
	Iteration 8Q: 3 clusters Score -46777.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46777.812500 Penalty: 2000.328857
	Iteration 9F: 3 clusters Score -46777.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -50736.453125 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -50736.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49752.945312 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -49752.95 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50134.898438 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -50134.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50279.386719 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -50279.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50364.863281 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -50364.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50432.152344 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -50432.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50454.320312 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -50454.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50477.210938 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -50477.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50484.917969 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -50484.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50495.664062 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -50495.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50501.312500 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -50501.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50508.136719 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -50508.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50513.203125 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -50513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50518.761719 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -50518.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50519.835938 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -50519.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50522.515625 Penalty: 2040.519531
	Iteration 14Q: 3 clusters Score -50522.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50529.308594 Penalty: 2040.519531
	Iteration 15Q: 3 clusters Score -50529.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50534.093750 Penalty: 2040.519531
	Iteration 16Q: 3 clusters Score -50534.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50537.355469 Penalty: 2040.519531
	Iteration 17F: 3 clusters Score -50537.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50552.484375 Penalty: 2040.519531
	Iteration 18Q: 3 clusters Score -50552.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50561.320312 Penalty: 2040.519531
	Iteration 19Q: 3 clusters Score -50561.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50564.097656 Penalty: 2040.519531
	Iteration 20F: 3 clusters Score -50564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -141296.937500 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -141296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139700.359375 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -139700.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -140067.078125 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -140067.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140271.328125 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -140271.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140421.890625 Penalty: 2324.996094
	Iteration 3F: 3 clusters Score -140421.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140570.421875 Penalty: 2324.996094
	Iteration 4F: 3 clusters Score -140570.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140720.078125 Penalty: 2324.996094
	Iteration 5F: 3 clusters Score -140720.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140842.953125 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -140843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -140944.468750 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -140944.5 nChanged 40
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: -141019.515625 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -141019.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -141064.796875 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -141064.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141089.750000 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -141089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141110.375000 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -141110.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141122.703125 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -141122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141143.296875 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -141143.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -141159.437500 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -141159.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141165.203125 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -141165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -141170.187500 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -141170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -141175.828125 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -141175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -141180.187500 Penalty: 2324.996094
	Iteration 18Q: 3 clusters Score -141180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -141180.187500 Penalty: 2324.996094
	Iteration 19F: 3 clusters Score -141180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107074 members 
Entering Unmasked Estep 
Score: -13514376.000000 Penalty: 1881.957397
	Iteration 0F: 2 clusters Score -1.351438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -13443645.000000 Penalty: 3763.914795
	Iteration 0F: 3 clusters Score -1.344364e+07 nChanged 51259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -13474246.000000 Penalty: 3763.914795
	Iteration 1F: 3 clusters Score -1.347425e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -13475738.000000 Penalty: 3763.914795
	Iteration 2Q: 3 clusters Score -1.347574e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -13477819.000000 Penalty: 3763.914795
	Iteration 3Q: 3 clusters Score -1.347782e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -13481007.000000 Penalty: 3763.914795
	Iteration 4Q: 3 clusters Score -1.348101e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -13485206.000000 Penalty: 3763.914795
	Iteration 5F: 3 clusters Score -1.348521e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -13490340.000000 Penalty: 3763.914795
	Iteration 6F: 3 clusters Score -1.349034e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -13494994.000000 Penalty: 3763.914795
	Iteration 7F: 3 clusters Score -1.349499e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -13498340.000000 Penalty: 3763.914795
	Iteration 8F: 3 clusters Score -1.349834e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -13499641.000000 Penalty: 3763.914795
	Iteration 9Q: 3 clusters Score -1.349964e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -13500244.000000 Penalty: 3763.914795
	Iteration 10Q: 3 clusters Score -1.350024e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -13500676.000000 Penalty: 3763.914795
	Iteration 11Q: 3 clusters Score -1.350068e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -13501028.000000 Penalty: 3763.914795
	Iteration 12Q: 3 clusters Score -1.350103e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -13501279.000000 Penalty: 3763.914795
	Iteration 13Q: 3 clusters Score -1.350128e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -13501473.000000 Penalty: 3763.914795
	Iteration 14Q: 3 clusters Score -1.350147e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -13501684.000000 Penalty: 3763.914795
	Iteration 15Q: 3 clusters Score -1.350168e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -13501857.000000 Penalty: 3763.914795
	Iteration 16Q: 3 clusters Score -1.350186e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -13502062.000000 Penalty: 3763.914795
	Iteration 17Q: 3 clusters Score -1.350206e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -13502289.000000 Penalty: 3763.914795
	Iteration 18Q: 3 clusters Score -1.350229e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -13502450.000000 Penalty: 3763.914795
	Iteration 19Q: 3 clusters Score -1.350245e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -13502568.000000 Penalty: 3763.914795
	Iteration 20F: 3 clusters Score -1.350257e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -13502733.000000 Penalty: 3763.914795
	Iteration 21Q: 3 clusters Score -1.350273e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -13502901.000000 Penalty: 3763.914795
	Iteration 22Q: 3 clusters Score -1.35029e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -13503039.000000 Penalty: 3763.914795
	Iteration 23Q: 3 clusters Score -1.350304e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -13503208.000000 Penalty: 3763.914795
	Iteration 24Q: 3 clusters Score -1.350321e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74073 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -13503355.000000 Penalty: 3763.914795
	Iteration 25Q: 3 clusters Score -1.350336e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -13503516.000000 Penalty: 3763.914795
	Iteration 26Q: 3 clusters Score -1.350352e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74534 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -13503730.000000 Penalty: 3763.914795
	Iteration 27Q: 3 clusters Score -1.350373e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -13503903.000000 Penalty: 3763.914795
	Iteration 28Q: 3 clusters Score -1.35039e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -13504029.000000 Penalty: 3763.914795
	Iteration 29Q: 3 clusters Score -1.350403e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -13504111.000000 Penalty: 3763.914795
	Iteration 30Q: 3 clusters Score -1.350411e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -13504193.000000 Penalty: 3763.914795
	Iteration 31Q: 3 clusters Score -1.350419e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -13504315.000000 Penalty: 3763.914795
	Iteration 32Q: 3 clusters Score -1.350432e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -13504446.000000 Penalty: 3763.914795
	Iteration 33Q: 3 clusters Score -1.350445e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -13504573.000000 Penalty: 3763.914795
	Iteration 34Q: 3 clusters Score -1.350457e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -13504717.000000 Penalty: 3763.914795
	Iteration 35Q: 3 clusters Score -1.350472e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -13504800.000000 Penalty: 3763.914795
	Iteration 36Q: 3 clusters Score -1.35048e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -13504917.000000 Penalty: 3763.914795
	Iteration 37Q: 3 clusters Score -1.350492e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -13505010.000000 Penalty: 3763.914795
	Iteration 38Q: 3 clusters Score -1.350501e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -13505139.000000 Penalty: 3763.914795
	Iteration 39Q: 3 clusters Score -1.350514e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -13505329.000000 Penalty: 3763.914795
	Iteration 40F: 3 clusters Score -1.350533e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -13505483.000000 Penalty: 3763.914795
	Iteration 41Q: 3 clusters Score -1.350548e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -13505610.000000 Penalty: 3763.914795
	Iteration 42Q: 3 clusters Score -1.350561e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -13505769.000000 Penalty: 3763.914795
	Iteration 43Q: 3 clusters Score -1.350577e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -13506005.000000 Penalty: 3763.914795
	Iteration 44Q: 3 clusters Score -1.3506e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -13506244.000000 Penalty: 3763.914795
	Iteration 45Q: 3 clusters Score -1.350624e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -13506520.000000 Penalty: 3763.914795
	Iteration 46Q: 3 clusters Score -1.350652e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -13506960.000000 Penalty: 3763.914795
	Iteration 47Q: 3 clusters Score -1.350696e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -13507302.000000 Penalty: 3763.914795
	Iteration 48Q: 3 clusters Score -1.35073e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -13507639.000000 Penalty: 3763.914795
	Iteration 49Q: 3 clusters Score -1.350764e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -13508081.000000 Penalty: 3763.914795
	Iteration 50Q: 3 clusters Score -1.350808e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -13508496.000000 Penalty: 3763.914795
	Iteration 51Q: 3 clusters Score -1.35085e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -13508933.000000 Penalty: 3763.914795
	Iteration 52Q: 3 clusters Score -1.350893e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -13509469.000000 Penalty: 3763.914795
	Iteration 53Q: 3 clusters Score -1.350947e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -13509935.000000 Penalty: 3763.914795
	Iteration 54Q: 3 clusters Score -1.350994e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -13510429.000000 Penalty: 3763.914795
	Iteration 55Q: 3 clusters Score -1.351043e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -13510893.000000 Penalty: 3763.914795
	Iteration 56Q: 3 clusters Score -1.351089e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -13511355.000000 Penalty: 3763.914795
	Iteration 57Q: 3 clusters Score -1.351136e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -13511668.000000 Penalty: 3763.914795
	Iteration 58Q: 3 clusters Score -1.351167e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13511888.000000 Penalty: 3763.914795
	Iteration 59Q: 3 clusters Score -1.351189e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -13512071.000000 Penalty: 3763.914795
	Iteration 60F: 3 clusters Score -1.351207e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -13512257.000000 Penalty: 3763.914795
	Iteration 61Q: 3 clusters Score -1.351226e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -13512378.000000 Penalty: 3763.914795
	Iteration 62Q: 3 clusters Score -1.351238e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -13512505.000000 Penalty: 3763.914795
	Iteration 63Q: 3 clusters Score -1.35125e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -13512558.000000 Penalty: 3763.914795
	Iteration 64Q: 3 clusters Score -1.351256e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13512604.000000 Penalty: 3763.914795
	Iteration 65Q: 3 clusters Score -1.35126e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13512675.000000 Penalty: 3763.914795
	Iteration 66Q: 3 clusters Score -1.351268e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13512698.000000 Penalty: 3763.914795
	Iteration 67Q: 3 clusters Score -1.35127e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13512750.000000 Penalty: 3763.914795
	Iteration 68Q: 3 clusters Score -1.351275e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -13512792.000000 Penalty: 3763.914795
	Iteration 69Q: 3 clusters Score -1.351279e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104975 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -13512841.000000 Penalty: 3763.914795
	Iteration 70Q: 3 clusters Score -1.351284e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13512870.000000 Penalty: 3763.914795
	Iteration 71Q: 3 clusters Score -1.351287e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13512885.000000 Penalty: 3763.914795
	Iteration 72Q: 3 clusters Score -1.351288e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -13512926.000000 Penalty: 3763.914795
	Iteration 73Q: 3 clusters Score -1.351293e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -13512935.000000 Penalty: 3763.914795
	Iteration 74Q: 3 clusters Score -1.351294e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13512954.000000 Penalty: 3763.914795
	Iteration 75Q: 3 clusters Score -1.351295e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -13512984.000000 Penalty: 3763.914795
	Iteration 76Q: 3 clusters Score -1.351298e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -13513000.000000 Penalty: 3763.914795
	Iteration 77Q: 3 clusters Score -1.3513e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -13513015.000000 Penalty: 3763.914795
	Iteration 78Q: 3 clusters Score -1.351302e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13513024.000000 Penalty: 3763.914795
	Iteration 79Q: 3 clusters Score -1.351302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -13513017.000000 Penalty: 3763.914795
	Iteration 80F: 3 clusters Score -1.351302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13513021.000000 Penalty: 3763.914795
	Iteration 81Q: 3 clusters Score -1.351302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13513021.000000 Penalty: 3763.914795
	Iteration 82Q: 3 clusters Score -1.351302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -13513020.000000 Penalty: 3763.914795
	Iteration 83Q: 3 clusters Score -1.351302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13513028.000000 Penalty: 3763.914795
	Iteration 84Q: 3 clusters Score -1.351303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13513039.000000 Penalty: 3763.914795
	Iteration 85Q: 3 clusters Score -1.351304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13513044.000000 Penalty: 3763.914795
	Iteration 86Q: 3 clusters Score -1.351304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13513047.000000 Penalty: 3763.914795
	Iteration 87Q: 3 clusters Score -1.351305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105569 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13513035.000000 Penalty: 3763.914795
	Iteration 88Q: 3 clusters Score -1.351304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13513047.000000 Penalty: 3763.914795
	Iteration 89Q: 3 clusters Score -1.351305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13513049.000000 Penalty: 3763.914795
	Iteration 90Q: 3 clusters Score -1.351305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13513045.000000 Penalty: 3763.914795
	Iteration 91Q: 3 clusters Score -1.351304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13513050.000000 Penalty: 3763.914795
	Iteration 92Q: 3 clusters Score -1.351305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13513051.000000 Penalty: 3763.914795
	Iteration 93Q: 3 clusters Score -1.351305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13513047.000000 Penalty: 3763.914795
	Iteration 94Q: 3 clusters Score -1.351305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13513054.000000 Penalty: 3763.914795
	Iteration 95Q: 3 clusters Score -1.351305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105631 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -13513052.000000 Penalty: 3763.914795
	Iteration 96Q: 3 clusters Score -1.351305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13513053.000000 Penalty: 3763.914795
	Iteration 97Q: 3 clusters Score -1.351305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105637 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13513066.000000 Penalty: 3763.914795
	Iteration 98Q: 3 clusters Score -1.351307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13513057.000000 Penalty: 3763.914795
	Iteration 99Q: 3 clusters Score -1.351306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13513061.000000 Penalty: 3763.914795
	Iteration 100F: 3 clusters Score -1.351306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105643 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13513062.000000 Penalty: 3763.914795
	Iteration 101Q: 3 clusters Score -1.351306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -13513062.000000 Penalty: 3763.914795
	Iteration 102Q: 3 clusters Score -1.351306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13513063.000000 Penalty: 3763.914795
	Iteration 103Q: 3 clusters Score -1.351306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13513056.000000 Penalty: 3763.914795
	Iteration 104Q: 3 clusters Score -1.351306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13513062.000000 Penalty: 3763.914795
	Iteration 105Q: 3 clusters Score -1.351306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13513070.000000 Penalty: 3763.914795
	Iteration 106Q: 3 clusters Score -1.351307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13513061.000000 Penalty: 3763.914795
	Iteration 107Q: 3 clusters Score -1.351306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105693 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13513066.000000 Penalty: 3763.914795
	Iteration 108Q: 3 clusters Score -1.351307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13513072.000000 Penalty: 3763.914795
	Iteration 109Q: 3 clusters Score -1.351307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13513059.000000 Penalty: 3763.914795
	Iteration 110Q: 3 clusters Score -1.351306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13513059.000000 Penalty: 3763.914795
	Iteration 111Q: 3 clusters Score -1.351306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13513060.000000 Penalty: 3763.914795
	Iteration 112Q: 3 clusters Score -1.351306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13513068.000000 Penalty: 3763.914795
	Iteration 113Q: 3 clusters Score -1.351307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13513056.000000 Penalty: 3763.914795
	Iteration 114Q: 3 clusters Score -1.351306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -13513051.000000 Penalty: 3763.914795
	Iteration 115Q: 3 clusters Score -1.351305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105717 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13513055.000000 Penalty: 3763.914795
	Iteration 116Q: 3 clusters Score -1.351306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105717 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13513049.000000 Penalty: 3763.914795
	Iteration 117Q: 3 clusters Score -1.351305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105717 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13513059.000000 Penalty: 3763.914795
	Iteration 118Q: 3 clusters Score -1.351306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13513055.000000 Penalty: 3763.914795
	Iteration 119Q: 3 clusters Score -1.351306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -13513055.000000 Penalty: 3763.914795
	Iteration 120F: 3 clusters Score -1.351306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -13513054.000000 Penalty: 3763.914795
	Iteration 121Q: 3 clusters Score -1.351305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13513050.000000 Penalty: 3763.914795
	Iteration 122Q: 3 clusters Score -1.351305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13513047.000000 Penalty: 3763.914795
	Iteration 123Q: 3 clusters Score -1.351305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105717 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13513052.000000 Penalty: 3763.914795
	Iteration 124Q: 3 clusters Score -1.351305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13513049.000000 Penalty: 3763.914795
	Iteration 125Q: 3 clusters Score -1.351305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105726 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13513049.000000 Penalty: 3763.914795
	Iteration 126Q: 3 clusters Score -1.351305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13513063.000000 Penalty: 3763.914795
	Iteration 127Q: 3 clusters Score -1.351306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105737 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13513062.000000 Penalty: 3763.914795
	Iteration 128Q: 3 clusters Score -1.351306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13513070.000000 Penalty: 3763.914795
	Iteration 129Q: 3 clusters Score -1.351307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13513058.000000 Penalty: 3763.914795
	Iteration 130Q: 3 clusters Score -1.351306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13513065.000000 Penalty: 3763.914795
	Iteration 131Q: 3 clusters Score -1.351306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13513071.000000 Penalty: 3763.914795
	Iteration 132Q: 3 clusters Score -1.351307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13513078.000000 Penalty: 3763.914795
	Iteration 133Q: 3 clusters Score -1.351308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105767 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13513081.000000 Penalty: 3763.914795
	Iteration 134Q: 3 clusters Score -1.351308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13513093.000000 Penalty: 3763.914795
	Iteration 135Q: 3 clusters Score -1.351309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -13513097.000000 Penalty: 3763.914795
	Iteration 136Q: 3 clusters Score -1.35131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13513100.000000 Penalty: 3763.914795
	Iteration 137Q: 3 clusters Score -1.35131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13513094.000000 Penalty: 3763.914795
	Iteration 138Q: 3 clusters Score -1.351309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13513090.000000 Penalty: 3763.914795
	Iteration 139Q: 3 clusters Score -1.351309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13513094.000000 Penalty: 3763.914795
	Iteration 140F: 3 clusters Score -1.351309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -13513090.000000 Penalty: 3763.914795
	Iteration 141Q: 3 clusters Score -1.351309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13513101.000000 Penalty: 3763.914795
	Iteration 142Q: 3 clusters Score -1.35131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13513098.000000 Penalty: 3763.914795
	Iteration 143Q: 3 clusters Score -1.35131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13513100.000000 Penalty: 3763.914795
	Iteration 144Q: 3 clusters Score -1.35131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13513097.000000 Penalty: 3763.914795
	Iteration 145Q: 3 clusters Score -1.35131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13513101.000000 Penalty: 3763.914795
	Iteration 146Q: 3 clusters Score -1.35131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13513103.000000 Penalty: 3763.914795
	Iteration 147Q: 3 clusters Score -1.35131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13513106.000000 Penalty: 3763.914795
	Iteration 148Q: 3 clusters Score -1.351311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -13513100.000000 Penalty: 3763.914795
	Iteration 149Q: 3 clusters Score -1.35131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13513098.000000 Penalty: 3763.914795
	Iteration 150Q: 3 clusters Score -1.35131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13513093.000000 Penalty: 3763.914795
	Iteration 151Q: 3 clusters Score -1.351309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -13513098.000000 Penalty: 3763.914795
	Iteration 152Q: 3 clusters Score -1.35131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13513096.000000 Penalty: 3763.914795
	Iteration 153Q: 3 clusters Score -1.35131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105841 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13513101.000000 Penalty: 3763.914795
	Iteration 154Q: 3 clusters Score -1.35131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105843 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -13513110.000000 Penalty: 3763.914795
	Iteration 155Q: 3 clusters Score -1.351311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -13513104.000000 Penalty: 3763.914795
	Iteration 156Q: 3 clusters Score -1.35131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -13513096.000000 Penalty: 3763.914795
	Iteration 157Q: 3 clusters Score -1.35131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13513096.000000 Penalty: 3763.914795
	Iteration 158Q: 3 clusters Score -1.35131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13513100.000000 Penalty: 3763.914795
	Iteration 159Q: 3 clusters Score -1.35131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13513096.000000 Penalty: 3763.914795
	Iteration 160F: 3 clusters Score -1.35131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -45857.179688 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -45857.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44900.195312 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -44900.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45093.574219 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -45093.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45161.289062 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -45161.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45194.121094 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -45194.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45241.843750 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -45241.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45291.566406 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -45291.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45304.597656 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -45304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45319.984375 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -45319.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45330.242188 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -45330.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45346.804688 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -45346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45377.421875 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -45377.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45416.703125 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -45416.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45448.910156 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -45448.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45498.609375 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -45498.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45580.109375 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -45580.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45702.710938 Penalty: 1960.753052
	Iteration 15Q: 3 clusters Score -45702.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45773.218750 Penalty: 1960.753052
	Iteration 16Q: 3 clusters Score -45773.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45799.574219 Penalty: 1960.753052
	Iteration 17Q: 3 clusters Score -45799.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45809.277344 Penalty: 1960.753052
	Iteration 18Q: 3 clusters Score -45809.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45823.933594 Penalty: 1960.753052
	Iteration 19Q: 3 clusters Score -45823.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45829.898438 Penalty: 1960.753052
	Iteration 20F: 3 clusters Score -45829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45834.007812 Penalty: 1960.753052
	Iteration 21Q: 3 clusters Score -45834.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45834.007812 Penalty: 1960.753052
	Iteration 22F: 3 clusters Score -45834.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (96019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Entering Unmasked Estep 
Score: -12180064.000000 Penalty: 1864.249023
	Iteration 0F: 2 clusters Score -1.218006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -12117864.000000 Penalty: 3728.498047
	Iteration 0F: 3 clusters Score -1.211786e+07 nChanged 45786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -12144752.000000 Penalty: 3728.498047
	Iteration 1F: 3 clusters Score -1.214475e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -12145897.000000 Penalty: 3728.498047
	Iteration 2Q: 3 clusters Score -1.21459e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -12147938.000000 Penalty: 3728.498047
	Iteration 3Q: 3 clusters Score -1.214794e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -12151638.000000 Penalty: 3728.498047
	Iteration 4F: 3 clusters Score -1.215164e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -12157022.000000 Penalty: 3728.498047
	Iteration 5F: 3 clusters Score -1.215702e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -12163172.000000 Penalty: 3728.498047
	Iteration 6F: 3 clusters Score -1.216317e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -12168417.000000 Penalty: 3728.498047
	Iteration 7F: 3 clusters Score -1.216842e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -12171935.000000 Penalty: 3728.498047
	Iteration 8Q: 3 clusters Score -1.217194e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -12174192.000000 Penalty: 3728.498047
	Iteration 9Q: 3 clusters Score -1.217419e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -12175576.000000 Penalty: 3728.498047
	Iteration 10Q: 3 clusters Score -1.217558e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -12176441.000000 Penalty: 3728.498047
	Iteration 11Q: 3 clusters Score -1.217644e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -12176973.000000 Penalty: 3728.498047
	Iteration 12Q: 3 clusters Score -1.217697e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12177385.000000 Penalty: 3728.498047
	Iteration 13Q: 3 clusters Score -1.217738e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -12177603.000000 Penalty: 3728.498047
	Iteration 14Q: 3 clusters Score -1.21776e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12177772.000000 Penalty: 3728.498047
	Iteration 15Q: 3 clusters Score -1.217777e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94548 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12177925.000000 Penalty: 3728.498047
	Iteration 16Q: 3 clusters Score -1.217792e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94675 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12178012.000000 Penalty: 3728.498047
	Iteration 17Q: 3 clusters Score -1.217801e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -12178090.000000 Penalty: 3728.498047
	Iteration 18Q: 3 clusters Score -1.217809e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12178161.000000 Penalty: 3728.498047
	Iteration 19Q: 3 clusters Score -1.217816e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12178177.000000 Penalty: 3728.498047
	Iteration 20F: 3 clusters Score -1.217818e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12178216.000000 Penalty: 3728.498047
	Iteration 21Q: 3 clusters Score -1.217822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12178229.000000 Penalty: 3728.498047
	Iteration 22Q: 3 clusters Score -1.217823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12178255.000000 Penalty: 3728.498047
	Iteration 23Q: 3 clusters Score -1.217826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12178267.000000 Penalty: 3728.498047
	Iteration 24Q: 3 clusters Score -1.217827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95036 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12178290.000000 Penalty: 3728.498047
	Iteration 25Q: 3 clusters Score -1.217829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12178314.000000 Penalty: 3728.498047
	Iteration 26Q: 3 clusters Score -1.217831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12178322.000000 Penalty: 3728.498047
	Iteration 27Q: 3 clusters Score -1.217832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12178326.000000 Penalty: 3728.498047
	Iteration 28Q: 3 clusters Score -1.217833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12178343.000000 Penalty: 3728.498047
	Iteration 29Q: 3 clusters Score -1.217834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12178352.000000 Penalty: 3728.498047
	Iteration 30Q: 3 clusters Score -1.217835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12178362.000000 Penalty: 3728.498047
	Iteration 31Q: 3 clusters Score -1.217836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12178375.000000 Penalty: 3728.498047
	Iteration 32Q: 3 clusters Score -1.217838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12178380.000000 Penalty: 3728.498047
	Iteration 33Q: 3 clusters Score -1.217838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12178392.000000 Penalty: 3728.498047
	Iteration 34Q: 3 clusters Score -1.217839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12178395.000000 Penalty: 3728.498047
	Iteration 35Q: 3 clusters Score -1.21784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12178404.000000 Penalty: 3728.498047
	Iteration 36Q: 3 clusters Score -1.21784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12178410.000000 Penalty: 3728.498047
	Iteration 37Q: 3 clusters Score -1.217841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12178418.000000 Penalty: 3728.498047
	Iteration 38Q: 3 clusters Score -1.217842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12178417.000000 Penalty: 3728.498047
	Iteration 39Q: 3 clusters Score -1.217842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12178415.000000 Penalty: 3728.498047
	Iteration 40F: 3 clusters Score -1.217842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12178417.000000 Penalty: 3728.498047
	Iteration 41Q: 3 clusters Score -1.217842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12178415.000000 Penalty: 3728.498047
	Iteration 42Q: 3 clusters Score -1.217842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12178420.000000 Penalty: 3728.498047
	Iteration 43Q: 3 clusters Score -1.217842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12178423.000000 Penalty: 3728.498047
	Iteration 44Q: 3 clusters Score -1.217842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12178423.000000 Penalty: 3728.498047
	Iteration 45F: 3 clusters Score -1.217842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (105479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Entering Unmasked Estep 
Score: -13273831.000000 Penalty: 1879.518433
	Iteration 0F: 2 clusters Score -1.327383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -13204470.000000 Penalty: 3759.036865
	Iteration 0F: 3 clusters Score -1.320447e+07 nChanged 50483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -13233341.000000 Penalty: 3759.036865
	Iteration 1F: 3 clusters Score -1.323334e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -13234177.000000 Penalty: 3759.036865
	Iteration 2Q: 3 clusters Score -1.323418e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -13235311.000000 Penalty: 3759.036865
	Iteration 3Q: 3 clusters Score -1.323531e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -13237262.000000 Penalty: 3759.036865
	Iteration 4Q: 3 clusters Score -1.323726e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -13240925.000000 Penalty: 3759.036865
	Iteration 5F: 3 clusters Score -1.324092e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -13247205.000000 Penalty: 3759.036865
	Iteration 6F: 3 clusters Score -1.32472e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -13256026.000000 Penalty: 3759.036865
	Iteration 7F: 3 clusters Score -1.325603e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -13264352.000000 Penalty: 3759.036865
	Iteration 8F: 3 clusters Score -1.326435e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -13269481.000000 Penalty: 3759.036865
	Iteration 9Q: 3 clusters Score -1.326948e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -13271340.000000 Penalty: 3759.036865
	Iteration 10Q: 3 clusters Score -1.327134e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -13271887.000000 Penalty: 3759.036865
	Iteration 11Q: 3 clusters Score -1.327189e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -13272089.000000 Penalty: 3759.036865
	Iteration 12Q: 3 clusters Score -1.327209e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -13272188.000000 Penalty: 3759.036865
	Iteration 13Q: 3 clusters Score -1.327219e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -13272224.000000 Penalty: 3759.036865
	Iteration 14Q: 3 clusters Score -1.327222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -13272245.000000 Penalty: 3759.036865
	Iteration 15Q: 3 clusters Score -1.327224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -13272269.000000 Penalty: 3759.036865
	Iteration 16Q: 3 clusters Score -1.327227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -13272297.000000 Penalty: 3759.036865
	Iteration 17Q: 3 clusters Score -1.32723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -13272299.000000 Penalty: 3759.036865
	Iteration 18Q: 3 clusters Score -1.32723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -13272304.000000 Penalty: 3759.036865
	Iteration 19Q: 3 clusters Score -1.32723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -13272309.000000 Penalty: 3759.036865
	Iteration 20F: 3 clusters Score -1.327231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -13272311.000000 Penalty: 3759.036865
	Iteration 21Q: 3 clusters Score -1.327231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -13272319.000000 Penalty: 3759.036865
	Iteration 22Q: 3 clusters Score -1.327232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -13272314.000000 Penalty: 3759.036865
	Iteration 23Q: 3 clusters Score -1.327231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -13272314.000000 Penalty: 3759.036865
	Iteration 24F: 3 clusters Score -1.327231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Entering Unmasked Estep 
Score: -11635654.000000 Penalty: 1857.383911
	Iteration 0F: 2 clusters Score -1.163565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -11574798.000000 Penalty: 3714.767822
	Iteration 0F: 3 clusters Score -1.15748e+07 nChanged 43770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -11601045.000000 Penalty: 3714.767822
	Iteration 1F: 3 clusters Score -1.160104e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -11602945.000000 Penalty: 3714.767822
	Iteration 2Q: 3 clusters Score -1.160294e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -11606068.000000 Penalty: 3714.767822
	Iteration 3F: 3 clusters Score -1.160607e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -11611140.000000 Penalty: 3714.767822
	Iteration 4F: 3 clusters Score -1.161114e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -11617781.000000 Penalty: 3714.767822
	Iteration 5F: 3 clusters Score -1.161778e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -11624063.000000 Penalty: 3714.767822
	Iteration 6F: 3 clusters Score -1.162406e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -11628230.000000 Penalty: 3714.767822
	Iteration 7Q: 3 clusters Score -1.162823e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -11630380.000000 Penalty: 3714.767822
	Iteration 8Q: 3 clusters Score -1.163038e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -11631574.000000 Penalty: 3714.767822
	Iteration 9Q: 3 clusters Score -1.163157e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -11632339.000000 Penalty: 3714.767822
	Iteration 10Q: 3 clusters Score -1.163234e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -11632849.000000 Penalty: 3714.767822
	Iteration 11Q: 3 clusters Score -1.163285e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -11633262.000000 Penalty: 3714.767822
	Iteration 12Q: 3 clusters Score -1.163326e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -11633622.000000 Penalty: 3714.767822
	Iteration 13Q: 3 clusters Score -1.163362e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -11633912.000000 Penalty: 3714.767822
	Iteration 14Q: 3 clusters Score -1.163391e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11634144.000000 Penalty: 3714.767822
	Iteration 15Q: 3 clusters Score -1.163414e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11634266.000000 Penalty: 3714.767822
	Iteration 16Q: 3 clusters Score -1.163427e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11634336.000000 Penalty: 3714.767822
	Iteration 17Q: 3 clusters Score -1.163434e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11634367.000000 Penalty: 3714.767822
	Iteration 18Q: 3 clusters Score -1.163437e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11634393.000000 Penalty: 3714.767822
	Iteration 19Q: 3 clusters Score -1.163439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11634419.000000 Penalty: 3714.767822
	Iteration 20F: 3 clusters Score -1.163442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11634405.000000 Penalty: 3714.767822
	Iteration 21Q: 3 clusters Score -1.16344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11634415.000000 Penalty: 3714.767822
	Iteration 22Q: 3 clusters Score -1.163442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11634433.000000 Penalty: 3714.767822
	Iteration 23Q: 3 clusters Score -1.163443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11634436.000000 Penalty: 3714.767822
	Iteration 24Q: 3 clusters Score -1.163444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11634464.000000 Penalty: 3714.767822
	Iteration 25Q: 3 clusters Score -1.163446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11634483.000000 Penalty: 3714.767822
	Iteration 26Q: 3 clusters Score -1.163448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11634485.000000 Penalty: 3714.767822
	Iteration 27Q: 3 clusters Score -1.163448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11634487.000000 Penalty: 3714.767822
	Iteration 28Q: 3 clusters Score -1.163449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11634481.000000 Penalty: 3714.767822
	Iteration 29Q: 3 clusters Score -1.163448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11634496.000000 Penalty: 3714.767822
	Iteration 30Q: 3 clusters Score -1.16345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11634500.000000 Penalty: 3714.767822
	Iteration 31Q: 3 clusters Score -1.16345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11634501.000000 Penalty: 3714.767822
	Iteration 32Q: 3 clusters Score -1.16345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11634500.000000 Penalty: 3714.767822
	Iteration 33Q: 3 clusters Score -1.16345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -11634515.000000 Penalty: 3714.767822
	Iteration 34Q: 3 clusters Score -1.163452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11634507.000000 Penalty: 3714.767822
	Iteration 35Q: 3 clusters Score -1.163451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11634513.000000 Penalty: 3714.767822
	Iteration 36Q: 3 clusters Score -1.163451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11634521.000000 Penalty: 3714.767822
	Iteration 37Q: 3 clusters Score -1.163452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11634512.000000 Penalty: 3714.767822
	Iteration 38Q: 3 clusters Score -1.163451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11634518.000000 Penalty: 3714.767822
	Iteration 39Q: 3 clusters Score -1.163452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11634518.000000 Penalty: 3714.767822
	Iteration 40F: 3 clusters Score -1.163452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11634524.000000 Penalty: 3714.767822
	Iteration 41Q: 3 clusters Score -1.163452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11634519.000000 Penalty: 3714.767822
	Iteration 42Q: 3 clusters Score -1.163452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11634510.000000 Penalty: 3714.767822
	Iteration 43Q: 3 clusters Score -1.163451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11634521.000000 Penalty: 3714.767822
	Iteration 44Q: 3 clusters Score -1.163452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11634520.000000 Penalty: 3714.767822
	Iteration 45Q: 3 clusters Score -1.163452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11634538.000000 Penalty: 3714.767822
	Iteration 46Q: 3 clusters Score -1.163454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11634543.000000 Penalty: 3714.767822
	Iteration 47Q: 3 clusters Score -1.163454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11634548.000000 Penalty: 3714.767822
	Iteration 48Q: 3 clusters Score -1.163455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11634549.000000 Penalty: 3714.767822
	Iteration 49Q: 3 clusters Score -1.163455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11634556.000000 Penalty: 3714.767822
	Iteration 50Q: 3 clusters Score -1.163456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11634557.000000 Penalty: 3714.767822
	Iteration 51Q: 3 clusters Score -1.163456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11634555.000000 Penalty: 3714.767822
	Iteration 52Q: 3 clusters Score -1.163456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11634555.000000 Penalty: 3714.767822
	Iteration 53F: 3 clusters Score -1.163456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -32889.996094 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -32890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31953.283203 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -31953.28 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32150.250000 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -32150.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32265.037109 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -32265.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32402.984375 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -32402.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32559.835938 Penalty: 1943.137817
	Iteration 4F: 3 clusters Score -32559.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32724.419922 Penalty: 1943.137817
	Iteration 5F: 3 clusters Score -32724.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32839.183594 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -32839.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32921.617188 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -32921.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32980.500000 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -32980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33009.722656 Penalty: 1943.137817
	Iteration 9Q: 3 clusters Score -33009.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33038.453125 Penalty: 1943.137817
	Iteration 10Q: 3 clusters Score -33038.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33052.375000 Penalty: 1943.137817
	Iteration 11Q: 3 clusters Score -33052.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33053.511719 Penalty: 1943.137817
	Iteration 12Q: 3 clusters Score -33053.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33053.511719 Penalty: 1943.137817
	Iteration 13F: 3 clusters Score -33053.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107074 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96019 members 
Mstep: Class 7 contains 105479 members 
Mstep: Class 8 contains 92047 members 
Mstep: Class 9 contains 242 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 96437 members 
Mstep: Class 18 contains 91927 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116458 members 
Mstep: Class 23 contains 107182 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64136 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 10979 members 
Mstep: Class 29 contains 2030 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 113171 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16652 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4844 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 153 members 
Entering Unmasked Estep 
Score: -141737936.000000 Penalty: 95283.945312
Splitting cluster 9 changes total score from -141738768.000000 to -141737936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -878806.687500 Penalty: 1446.095459
	Iteration 0F: 2 clusters Score -878806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -873304.625000 Penalty: 2892.190918
	Iteration 0F: 3 clusters Score -873304.6 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -875113.687500 Penalty: 2892.190918
	Iteration 1F: 3 clusters Score -875113.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -875685.062500 Penalty: 2892.190918
	Iteration 2F: 3 clusters Score -875685.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -876575.437500 Penalty: 2892.190918
	Iteration 3F: 3 clusters Score -876575.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -877439.500000 Penalty: 2892.190918
	Iteration 4F: 3 clusters Score -877439.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -878021.562500 Penalty: 2892.190918
	Iteration 5F: 3 clusters Score -878021.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -878391.625000 Penalty: 2892.190918
	Iteration 6F: 3 clusters Score -878391.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -878588.937500 Penalty: 2892.190918
	Iteration 7Q: 3 clusters Score -878588.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -878687.500000 Penalty: 2892.190918
	Iteration 8Q: 3 clusters Score -878687.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -878736.375000 Penalty: 2892.190918
	Iteration 9Q: 3 clusters Score -878736.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -878770.750000 Penalty: 2892.190918
	Iteration 10Q: 3 clusters Score -878770.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -878793.312500 Penalty: 2892.190918
	Iteration 11Q: 3 clusters Score -878793.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -878817.375000 Penalty: 2892.190918
	Iteration 12Q: 3 clusters Score -878817.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -878833.687500 Penalty: 2892.190918
	Iteration 13Q: 3 clusters Score -878833.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -878842.875000 Penalty: 2892.190918
	Iteration 14Q: 3 clusters Score -878842.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -878852.187500 Penalty: 2892.190918
	Iteration 15Q: 3 clusters Score -878852.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -878855.187500 Penalty: 2892.190918
	Iteration 16Q: 3 clusters Score -878855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -878860.375000 Penalty: 2892.190918
	Iteration 17Q: 3 clusters Score -878860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -878862.375000 Penalty: 2892.190918
	Iteration 18Q: 3 clusters Score -878862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -878864.437500 Penalty: 2892.190918
	Iteration 19Q: 3 clusters Score -878864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -878867.750000 Penalty: 2892.190918
	Iteration 20F: 3 clusters Score -878867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -878867.562500 Penalty: 2892.190918
	Iteration 21Q: 3 clusters Score -878867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -878867.312500 Penalty: 2892.190918
	Iteration 22Q: 3 clusters Score -878867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -878868.750000 Penalty: 2892.190918
	Iteration 23Q: 3 clusters Score -878868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -878868.937500 Penalty: 2892.190918
	Iteration 24Q: 3 clusters Score -878868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -878869.312500 Penalty: 2892.190918
	Iteration 25Q: 3 clusters Score -878869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -878869.500000 Penalty: 2892.190918
	Iteration 26Q: 3 clusters Score -878869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -878869.500000 Penalty: 2892.190918
	Iteration 27F: 3 clusters Score -878869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107074 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96019 members 
Mstep: Class 7 contains 105479 members 
Mstep: Class 8 contains 92047 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 96437 members 
Mstep: Class 18 contains 91927 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116458 members 
Mstep: Class 23 contains 107182 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64136 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 10979 members 
Mstep: Class 29 contains 2030 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 113171 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16652 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4844 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 6586 members 
Entering Unmasked Estep 
Score: -141737888.000000 Penalty: 95283.945312
Splitting cluster 10 changes total score from -141738768.000000 to -141737888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30491.316406 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30491.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29633.972656 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29633.97 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29969.693359 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29969.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30137.064453 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -30137.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30274.474609 Penalty: 1926.250977
	Iteration 3F: 3 clusters Score -30274.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30355.330078 Penalty: 1926.250977
	Iteration 4F: 3 clusters Score -30355.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30422.964844 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -30422.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30450.224609 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -30450.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30454.437500 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -30454.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30461.175781 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -30461.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30462.195312 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -30462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30462.195312 Penalty: 1926.250977
	Iteration 10F: 3 clusters Score -30462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Entering Unmasked Estep 
Score: -1063421.125000 Penalty: 1472.209351
	Iteration 0F: 2 clusters Score -1063421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1057206.250000 Penalty: 2944.418701
	Iteration 0F: 3 clusters Score -1057206 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1059280.000000 Penalty: 2944.418701
	Iteration 1F: 3 clusters Score -1059280 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1059606.875000 Penalty: 2944.418701
	Iteration 2F: 3 clusters Score -1059607 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1059909.625000 Penalty: 2944.418701
	Iteration 3F: 3 clusters Score -1059910 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1060246.500000 Penalty: 2944.418701
	Iteration 4F: 3 clusters Score -1060246 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1060680.750000 Penalty: 2944.418701
	Iteration 5F: 3 clusters Score -1060681 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1061140.000000 Penalty: 2944.418701
	Iteration 6F: 3 clusters Score -1061140 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1061553.000000 Penalty: 2944.418701
	Iteration 7F: 3 clusters Score -1061553 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1061903.000000 Penalty: 2944.418701
	Iteration 8Q: 3 clusters Score -1061903 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1062137.375000 Penalty: 2944.418701
	Iteration 9Q: 3 clusters Score -1062137 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1062283.625000 Penalty: 2944.418701
	Iteration 10Q: 3 clusters Score -1062284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1062384.750000 Penalty: 2944.418701
	Iteration 11Q: 3 clusters Score -1062385 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1062465.250000 Penalty: 2944.418701
	Iteration 12Q: 3 clusters Score -1062465 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1062579.250000 Penalty: 2944.418701
	Iteration 13Q: 3 clusters Score -1062579 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1062701.875000 Penalty: 2944.418701
	Iteration 14Q: 3 clusters Score -1062702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1062808.250000 Penalty: 2944.418701
	Iteration 15Q: 3 clusters Score -1062808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1062860.500000 Penalty: 2944.418701
	Iteration 16Q: 3 clusters Score -1062860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1062900.500000 Penalty: 2944.418701
	Iteration 17Q: 3 clusters Score -1062900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1062925.000000 Penalty: 2944.418701
	Iteration 18Q: 3 clusters Score -1062925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1062952.625000 Penalty: 2944.418701
	Iteration 19Q: 3 clusters Score -1062953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1062968.625000 Penalty: 2944.418701
	Iteration 20F: 3 clusters Score -1062969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1062985.000000 Penalty: 2944.418701
	Iteration 21Q: 3 clusters Score -1062985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1062994.625000 Penalty: 2944.418701
	Iteration 22Q: 3 clusters Score -1062995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1062998.125000 Penalty: 2944.418701
	Iteration 23Q: 3 clusters Score -1062998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1063003.250000 Penalty: 2944.418701
	Iteration 24Q: 3 clusters Score -1063003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1063008.750000 Penalty: 2944.418701
	Iteration 25Q: 3 clusters Score -1063009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1063011.500000 Penalty: 2944.418701
	Iteration 26Q: 3 clusters Score -1063012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1063016.875000 Penalty: 2944.418701
	Iteration 27Q: 3 clusters Score -1063017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1063021.250000 Penalty: 2944.418701
	Iteration 28Q: 3 clusters Score -1063021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1063022.125000 Penalty: 2944.418701
	Iteration 29Q: 3 clusters Score -1063022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1063023.750000 Penalty: 2944.418701
	Iteration 30Q: 3 clusters Score -1063024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1063024.250000 Penalty: 2944.418701
	Iteration 31Q: 3 clusters Score -1063024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1063027.250000 Penalty: 2944.418701
	Iteration 32Q: 3 clusters Score -1063027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1063029.750000 Penalty: 2944.418701
	Iteration 33Q: 3 clusters Score -1063030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1063030.125000 Penalty: 2944.418701
	Iteration 34Q: 3 clusters Score -1063030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1063030.250000 Penalty: 2944.418701
	Iteration 35Q: 3 clusters Score -1063030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1063030.625000 Penalty: 2944.418701
	Iteration 36Q: 3 clusters Score -1063031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1063030.250000 Penalty: 2944.418701
	Iteration 37Q: 3 clusters Score -1063030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1063029.625000 Penalty: 2944.418701
	Iteration 38Q: 3 clusters Score -1063030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1063029.750000 Penalty: 2944.418701
	Iteration 39Q: 3 clusters Score -1063030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1063029.750000 Penalty: 2944.418701
	Iteration 40F: 3 clusters Score -1063030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Entering Unmasked Estep 
Score: -1792416.625000 Penalty: 1558.365234
	Iteration 0F: 2 clusters Score -1792417 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 7298 members 
Entering Unmasked Estep 
Score: -1782284.875000 Penalty: 3116.730469
	Iteration 0F: 3 clusters Score -1782285 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1786185.375000 Penalty: 3116.730469
	Iteration 1F: 3 clusters Score -1786185 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1786874.000000 Penalty: 3116.730469
	Iteration 2F: 3 clusters Score -1786874 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1787516.875000 Penalty: 3116.730469
	Iteration 3F: 3 clusters Score -1787517 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1788040.125000 Penalty: 3116.730469
	Iteration 4F: 3 clusters Score -1788040 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1788414.750000 Penalty: 3116.730469
	Iteration 5F: 3 clusters Score -1788415 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1788661.375000 Penalty: 3116.730469
	Iteration 6Q: 3 clusters Score -1788661 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1788838.125000 Penalty: 3116.730469
	Iteration 7Q: 3 clusters Score -1788838 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1788952.500000 Penalty: 3116.730469
	Iteration 8Q: 3 clusters Score -1788952 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1789041.500000 Penalty: 3116.730469
	Iteration 9Q: 3 clusters Score -1789042 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1789099.750000 Penalty: 3116.730469
	Iteration 10Q: 3 clusters Score -1789100 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1789149.000000 Penalty: 3116.730469
	Iteration 11Q: 3 clusters Score -1789149 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1789186.125000 Penalty: 3116.730469
	Iteration 12Q: 3 clusters Score -1789186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1789228.000000 Penalty: 3116.730469
	Iteration 13Q: 3 clusters Score -1789228 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1789254.875000 Penalty: 3116.730469
	Iteration 14Q: 3 clusters Score -1789255 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1789286.125000 Penalty: 3116.730469
	Iteration 15Q: 3 clusters Score -1789286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1789311.750000 Penalty: 3116.730469
	Iteration 16Q: 3 clusters Score -1789312 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1789350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1789361 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1789376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1789388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1789403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1789416 nChanged 79
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1789426 nChanged 72
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Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1789436 nChanged 73
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Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1789447 nChanged 74
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Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1789456 nChanged 71
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Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1789465 nChanged 63
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Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1789472 nChanged 66
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Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1789486 nChanged 87
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Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1789529 nChanged 64
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Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1789542 nChanged 63
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1789546 nChanged 62
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Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1789557 nChanged 70
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1789575 nChanged 24
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Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1789575 nChanged 15
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Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1789580 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1789581 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1789584 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1789584 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1789582 nChanged 18
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Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1789588 nChanged 16
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Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1789594 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1789598 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1789603 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1789606 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1789606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1789604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1789607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1789607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1789611 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1789611 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1789614 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1789621 nChanged 25
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Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1789619.625000 Penalty: 3116.730469
	Iteration 64Q: 3 clusters Score -1789620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1789624 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1789626 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1789632 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1789630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1789633.500000 Penalty: 3116.730469
	Iteration 69Q: 3 clusters Score -1789634 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1789629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1789631 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1789631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1789630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1789628.375000 Penalty: 3116.730469
	Iteration 74Q: 3 clusters Score -1789628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1789637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1789639.000000 Penalty: 3116.730469
	Iteration 76Q: 3 clusters Score -1789639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1789641.375000 Penalty: 3116.730469
	Iteration 77Q: 3 clusters Score -1789641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1789646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1789645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1789651.625000 Penalty: 3116.730469
	Iteration 80F: 3 clusters Score -1789652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1789657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1789662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1789674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1789683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1789691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1789704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1789708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1789722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1789728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1789738 nChanged 55
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Mstep: Class 1 contains 7320 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1789749 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1789753 nChanged 66
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Mstep: Class 1 contains 7415 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1789762 nChanged 67
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Mstep: Class 1 contains 7476 members 
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	Iteration 94Q: 3 clusters Score -1789778 nChanged 82
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Mstep: Class 1 contains 7550 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1789794 nChanged 79
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Mstep: Class 1 contains 7619 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1789808 nChanged 98
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Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1789825 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1789846 nChanged 120
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Mstep: Class 1 contains 7934 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1789870 nChanged 115
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Mstep: Class 1 contains 8045 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1789890 nChanged 143
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Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1789921 nChanged 145
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Mstep: Class 1 contains 8327 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1789955 nChanged 151
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Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1789994 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1790024 nChanged 168
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Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1790076 nChanged 175
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Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1790123 nChanged 167
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Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1790173 nChanged 160
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Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1790215.500000 Penalty: 3116.730469
	Iteration 108Q: 3 clusters Score -1790216 nChanged 150
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Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1790251.250000 Penalty: 3116.730469
	Iteration 109Q: 3 clusters Score -1790251 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1790303.625000 Penalty: 3116.730469
	Iteration 110Q: 3 clusters Score -1790304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1790344.750000 Penalty: 3116.730469
	Iteration 111Q: 3 clusters Score -1790345 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1790383.500000 Penalty: 3116.730469
	Iteration 112Q: 3 clusters Score -1790384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1790416.000000 Penalty: 3116.730469
	Iteration 113Q: 3 clusters Score -1790416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1790440.250000 Penalty: 3116.730469
	Iteration 114Q: 3 clusters Score -1790440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1790468.875000 Penalty: 3116.730469
	Iteration 115Q: 3 clusters Score -1790469 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1790508.250000 Penalty: 3116.730469
	Iteration 116Q: 3 clusters Score -1790508 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1790545.625000 Penalty: 3116.730469
	Iteration 117Q: 3 clusters Score -1790546 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1790594.750000 Penalty: 3116.730469
	Iteration 118Q: 3 clusters Score -1790595 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1790650.750000 Penalty: 3116.730469
	Iteration 119Q: 3 clusters Score -1790651 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1790717.500000 Penalty: 3116.730469
	Iteration 120F: 3 clusters Score -1790718 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1790781.875000 Penalty: 3116.730469
	Iteration 121Q: 3 clusters Score -1790782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1790826.125000 Penalty: 3116.730469
	Iteration 122Q: 3 clusters Score -1790826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1790876.875000 Penalty: 3116.730469
	Iteration 123Q: 3 clusters Score -1790877 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1790921.875000 Penalty: 3116.730469
	Iteration 124Q: 3 clusters Score -1790922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1790983.125000 Penalty: 3116.730469
	Iteration 125Q: 3 clusters Score -1790983 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1791031.125000 Penalty: 3116.730469
	Iteration 126Q: 3 clusters Score -1791031 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1791079.875000 Penalty: 3116.730469
	Iteration 127Q: 3 clusters Score -1791080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1791145.500000 Penalty: 3116.730469
	Iteration 128Q: 3 clusters Score -1791146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1791207.750000 Penalty: 3116.730469
	Iteration 129Q: 3 clusters Score -1791208 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1791263.625000 Penalty: 3116.730469
	Iteration 130Q: 3 clusters Score -1791264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1791324.125000 Penalty: 3116.730469
	Iteration 131Q: 3 clusters Score -1791324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1791383.625000 Penalty: 3116.730469
	Iteration 132Q: 3 clusters Score -1791384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1791417.875000 Penalty: 3116.730469
	Iteration 133Q: 3 clusters Score -1791418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1791446.500000 Penalty: 3116.730469
	Iteration 134Q: 3 clusters Score -1791446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1791473.625000 Penalty: 3116.730469
	Iteration 135Q: 3 clusters Score -1791474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1791495.375000 Penalty: 3116.730469
	Iteration 136Q: 3 clusters Score -1791495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1791517.000000 Penalty: 3116.730469
	Iteration 137Q: 3 clusters Score -1791517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1791531.875000 Penalty: 3116.730469
	Iteration 138Q: 3 clusters Score -1791532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1791550.125000 Penalty: 3116.730469
	Iteration 139Q: 3 clusters Score -1791550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1791570.125000 Penalty: 3116.730469
	Iteration 140F: 3 clusters Score -1791570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1791588.000000 Penalty: 3116.730469
	Iteration 141Q: 3 clusters Score -1791588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1791605.500000 Penalty: 3116.730469
	Iteration 142Q: 3 clusters Score -1791606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1791608.375000 Penalty: 3116.730469
	Iteration 143Q: 3 clusters Score -1791608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1791617.500000 Penalty: 3116.730469
	Iteration 144Q: 3 clusters Score -1791618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1791621.875000 Penalty: 3116.730469
	Iteration 145Q: 3 clusters Score -1791622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1791625.500000 Penalty: 3116.730469
	Iteration 146Q: 3 clusters Score -1791626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1791623.375000 Penalty: 3116.730469
	Iteration 147Q: 3 clusters Score -1791623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1791625.500000 Penalty: 3116.730469
	Iteration 148Q: 3 clusters Score -1791626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1791625.375000 Penalty: 3116.730469
	Iteration 149Q: 3 clusters Score -1791625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1791624.750000 Penalty: 3116.730469
	Iteration 150Q: 3 clusters Score -1791625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1791626.000000 Penalty: 3116.730469
	Iteration 151Q: 3 clusters Score -1791626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1791626.375000 Penalty: 3116.730469
	Iteration 152Q: 3 clusters Score -1791626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1791628.000000 Penalty: 3116.730469
	Iteration 153Q: 3 clusters Score -1791628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1791628.875000 Penalty: 3116.730469
	Iteration 154Q: 3 clusters Score -1791629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1791628.875000 Penalty: 3116.730469
	Iteration 155Q: 3 clusters Score -1791629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1791628.500000 Penalty: 3116.730469
	Iteration 156Q: 3 clusters Score -1791628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1791627.250000 Penalty: 3116.730469
	Iteration 157Q: 3 clusters Score -1791627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1791628.375000 Penalty: 3116.730469
	Iteration 158Q: 3 clusters Score -1791628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1791631.125000 Penalty: 3116.730469
	Iteration 159Q: 3 clusters Score -1791631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1791631.125000 Penalty: 3116.730469
	Iteration 160F: 3 clusters Score -1791631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Entering Unmasked Estep 
Score: -877176.812500 Penalty: 1448.408203
	Iteration 0F: 2 clusters Score -877176.8 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 3656 members 
Entering Unmasked Estep 
Score: -871634.750000 Penalty: 2896.816406
	Iteration 0F: 3 clusters Score -871634.8 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -873305.562500 Penalty: 2896.816406
	Iteration 1F: 3 clusters Score -873305.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -873626.562500 Penalty: 2896.816406
	Iteration 2F: 3 clusters Score -873626.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -873935.562500 Penalty: 2896.816406
	Iteration 3F: 3 clusters Score -873935.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -874244.625000 Penalty: 2896.816406
	Iteration 4F: 3 clusters Score -874244.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -874539.062500 Penalty: 2896.816406
	Iteration 5F: 3 clusters Score -874539.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -874808.687500 Penalty: 2896.816406
	Iteration 6F: 3 clusters Score -874808.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -875028.187500 Penalty: 2896.816406
	Iteration 7Q: 3 clusters Score -875028.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -875220.562500 Penalty: 2896.816406
	Iteration 8Q: 3 clusters Score -875220.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -875412.625000 Penalty: 2896.816406
	Iteration 9Q: 3 clusters Score -875412.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -875548.250000 Penalty: 2896.816406
	Iteration 10Q: 3 clusters Score -875548.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -875662.562500 Penalty: 2896.816406
	Iteration 11Q: 3 clusters Score -875662.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -875746.937500 Penalty: 2896.816406
	Iteration 12Q: 3 clusters Score -875746.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -875822.937500 Penalty: 2896.816406
	Iteration 13Q: 3 clusters Score -875822.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -875875.437500 Penalty: 2896.816406
	Iteration 14Q: 3 clusters Score -875875.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -875926.250000 Penalty: 2896.816406
	Iteration 15Q: 3 clusters Score -875926.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -875986.125000 Penalty: 2896.816406
	Iteration 16Q: 3 clusters Score -875986.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -876021.812500 Penalty: 2896.816406
	Iteration 17Q: 3 clusters Score -876021.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -876053.000000 Penalty: 2896.816406
	Iteration 18Q: 3 clusters Score -876053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -876071.062500 Penalty: 2896.816406
	Iteration 19Q: 3 clusters Score -876071.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -876089.000000 Penalty: 2896.816406
	Iteration 20F: 3 clusters Score -876089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -876102.250000 Penalty: 2896.816406
	Iteration 21Q: 3 clusters Score -876102.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -876111.187500 Penalty: 2896.816406
	Iteration 22Q: 3 clusters Score -876111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -876119.125000 Penalty: 2896.816406
	Iteration 23Q: 3 clusters Score -876119.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -876128.437500 Penalty: 2896.816406
	Iteration 24Q: 3 clusters Score -876128.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -876137.687500 Penalty: 2896.816406
	Iteration 25Q: 3 clusters Score -876137.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -876147.687500 Penalty: 2896.816406
	Iteration 26Q: 3 clusters Score -876147.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -876154.750000 Penalty: 2896.816406
	Iteration 27Q: 3 clusters Score -876154.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -876161.562500 Penalty: 2896.816406
	Iteration 28Q: 3 clusters Score -876161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -876165.062500 Penalty: 2896.816406
	Iteration 29Q: 3 clusters Score -876165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -876165.812500 Penalty: 2896.816406
	Iteration 30Q: 3 clusters Score -876165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -876166.250000 Penalty: 2896.816406
	Iteration 31Q: 3 clusters Score -876166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -876169.312500 Penalty: 2896.816406
	Iteration 32Q: 3 clusters Score -876169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -876170.312500 Penalty: 2896.816406
	Iteration 33Q: 3 clusters Score -876170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -876169.687500 Penalty: 2896.816406
	Iteration 34Q: 3 clusters Score -876169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -876171.875000 Penalty: 2896.816406
	Iteration 35Q: 3 clusters Score -876171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -876174.250000 Penalty: 2896.816406
	Iteration 36Q: 3 clusters Score -876174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -876175.437500 Penalty: 2896.816406
	Iteration 37Q: 3 clusters Score -876175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -876175.625000 Penalty: 2896.816406
	Iteration 38Q: 3 clusters Score -876175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -876176.562500 Penalty: 2896.816406
	Iteration 39Q: 3 clusters Score -876176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -876178.500000 Penalty: 2896.816406
	Iteration 40F: 3 clusters Score -876178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -876178.562500 Penalty: 2896.816406
	Iteration 41Q: 3 clusters Score -876178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -876180.250000 Penalty: 2896.816406
	Iteration 42Q: 3 clusters Score -876180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -876179.312500 Penalty: 2896.816406
	Iteration 43Q: 3 clusters Score -876179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -876179.312500 Penalty: 2896.816406
	Iteration 44F: 3 clusters Score -876179.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -394041.843750 Penalty: 1315.683350
	Iteration 0F: 2 clusters Score -394041.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -391180.625000 Penalty: 2631.366699
	Iteration 0F: 3 clusters Score -391180.6 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -392030.750000 Penalty: 2631.366699
	Iteration 1F: 3 clusters Score -392030.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -392284.312500 Penalty: 2631.366699
	Iteration 2F: 3 clusters Score -392284.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -392472.000000 Penalty: 2631.366699
	Iteration 3F: 3 clusters Score -392472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -392611.406250 Penalty: 2631.366699
	Iteration 4F: 3 clusters Score -392611.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -392766.281250 Penalty: 2631.366699
	Iteration 5Q: 3 clusters Score -392766.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -392918.687500 Penalty: 2631.366699
	Iteration 6Q: 3 clusters Score -392918.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -393041.718750 Penalty: 2631.366699
	Iteration 7Q: 3 clusters Score -393041.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -393154.656250 Penalty: 2631.366699
	Iteration 8Q: 3 clusters Score -393154.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -393231.437500 Penalty: 2631.366699
	Iteration 9Q: 3 clusters Score -393231.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -393272.312500 Penalty: 2631.366699
	Iteration 10Q: 3 clusters Score -393272.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -393299.406250 Penalty: 2631.366699
	Iteration 11Q: 3 clusters Score -393299.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -393318.500000 Penalty: 2631.366699
	Iteration 12Q: 3 clusters Score -393318.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -393340.750000 Penalty: 2631.366699
	Iteration 13Q: 3 clusters Score -393340.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -393357.500000 Penalty: 2631.366699
	Iteration 14Q: 3 clusters Score -393357.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -393373.687500 Penalty: 2631.366699
	Iteration 15Q: 3 clusters Score -393373.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -393386.343750 Penalty: 2631.366699
	Iteration 16Q: 3 clusters Score -393386.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -393405.843750 Penalty: 2631.366699
	Iteration 17Q: 3 clusters Score -393405.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -393428.562500 Penalty: 2631.366699
	Iteration 18Q: 3 clusters Score -393428.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393452.687500 Penalty: 2631.366699
	Iteration 19Q: 3 clusters Score -393452.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -393471.187500 Penalty: 2631.366699
	Iteration 20F: 3 clusters Score -393471.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -393494.687500 Penalty: 2631.366699
	Iteration 21Q: 3 clusters Score -393494.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -393537.843750 Penalty: 2631.366699
	Iteration 22Q: 3 clusters Score -393537.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -393584.718750 Penalty: 2631.366699
	Iteration 23Q: 3 clusters Score -393584.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -393654.000000 Penalty: 2631.366699
	Iteration 24Q: 3 clusters Score -393654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -393695.531250 Penalty: 2631.366699
	Iteration 25Q: 3 clusters Score -393695.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -393722.593750 Penalty: 2631.366699
	Iteration 26Q: 3 clusters Score -393722.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -393748.750000 Penalty: 2631.366699
	Iteration 27Q: 3 clusters Score -393748.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -393761.312500 Penalty: 2631.366699
	Iteration 28Q: 3 clusters Score -393761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -393767.187500 Penalty: 2631.366699
	Iteration 29Q: 3 clusters Score -393767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -393768.031250 Penalty: 2631.366699
	Iteration 30Q: 3 clusters Score -393768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -393767.906250 Penalty: 2631.366699
	Iteration 31Q: 3 clusters Score -393767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -393767.906250 Penalty: 2631.366699
	Iteration 32F: 3 clusters Score -393767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Entering Unmasked Estep 
Score: -5246171.000000 Penalty: 1727.653198
	Iteration 0F: 2 clusters Score -5246171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5218505.500000 Penalty: 3455.306396
	Iteration 0F: 3 clusters Score -5218506 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5229530.000000 Penalty: 3455.306396
	Iteration 1F: 3 clusters Score -5229530 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5230255.500000 Penalty: 3455.306396
	Iteration 2Q: 3 clusters Score -5230256 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5231223.000000 Penalty: 3455.306396
	Iteration 3F: 3 clusters Score -5231223 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -5232601.000000 Penalty: 3455.306396
	Iteration 4F: 3 clusters Score -5232601 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -5234587.000000 Penalty: 3455.306396
	Iteration 5F: 3 clusters Score -5234587 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -5237171.000000 Penalty: 3455.306396
	Iteration 6F: 3 clusters Score -5237171 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5239873.500000 Penalty: 3455.306396
	Iteration 7F: 3 clusters Score -5239874 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5241818.500000 Penalty: 3455.306396
	Iteration 8F: 3 clusters Score -5241818 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5242961.500000 Penalty: 3455.306396
	Iteration 9Q: 3 clusters Score -5242962 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5243636.500000 Penalty: 3455.306396
	Iteration 10Q: 3 clusters Score -5243636 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5244036.500000 Penalty: 3455.306396
	Iteration 11Q: 3 clusters Score -5244036 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5244280.000000 Penalty: 3455.306396
	Iteration 12Q: 3 clusters Score -5244280 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5244450.500000 Penalty: 3455.306396
	Iteration 13Q: 3 clusters Score -5244450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5244532.500000 Penalty: 3455.306396
	Iteration 14Q: 3 clusters Score -5244532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5244591.000000 Penalty: 3455.306396
	Iteration 15Q: 3 clusters Score -5244591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5244624.500000 Penalty: 3455.306396
	Iteration 16Q: 3 clusters Score -5244624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5244638.500000 Penalty: 3455.306396
	Iteration 17Q: 3 clusters Score -5244638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5244654.500000 Penalty: 3455.306396
	Iteration 18Q: 3 clusters Score -5244654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5244667.500000 Penalty: 3455.306396
	Iteration 19Q: 3 clusters Score -5244668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5244677.500000 Penalty: 3455.306396
	Iteration 20F: 3 clusters Score -5244678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5244686.500000 Penalty: 3455.306396
	Iteration 21Q: 3 clusters Score -5244686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5244688.500000 Penalty: 3455.306396
	Iteration 22Q: 3 clusters Score -5244688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5244687.000000 Penalty: 3455.306396
	Iteration 23Q: 3 clusters Score -5244687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5244696.500000 Penalty: 3455.306396
	Iteration 24Q: 3 clusters Score -5244696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5244695.000000 Penalty: 3455.306396
	Iteration 25Q: 3 clusters Score -5244695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5244700.000000 Penalty: 3455.306396
	Iteration 26Q: 3 clusters Score -5244700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5244700.500000 Penalty: 3455.306396
	Iteration 27Q: 3 clusters Score -5244700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5244700.000000 Penalty: 3455.306396
	Iteration 28Q: 3 clusters Score -5244700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5244700.000000 Penalty: 3455.306396
	Iteration 29F: 3 clusters Score -5244700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Entering Unmasked Estep 
Score: -12257726.000000 Penalty: 1864.954834
	Iteration 0F: 2 clusters Score -1.225773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -12193865.000000 Penalty: 3729.909668
	Iteration 0F: 3 clusters Score -1.219386e+07 nChanged 46013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -12219854.000000 Penalty: 3729.909668
	Iteration 1F: 3 clusters Score -1.221985e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -12220408.000000 Penalty: 3729.909668
	Iteration 2Q: 3 clusters Score -1.222041e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -12220832.000000 Penalty: 3729.909668
	Iteration 3Q: 3 clusters Score -1.222083e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -12221314.000000 Penalty: 3729.909668
	Iteration 4Q: 3 clusters Score -1.222131e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -12221954.000000 Penalty: 3729.909668
	Iteration 5Q: 3 clusters Score -1.222195e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -12222970.000000 Penalty: 3729.909668
	Iteration 6Q: 3 clusters Score -1.222297e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -12224779.000000 Penalty: 3729.909668
	Iteration 7Q: 3 clusters Score -1.222478e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -12228158.000000 Penalty: 3729.909668
	Iteration 8F: 3 clusters Score -1.222816e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -12233879.000000 Penalty: 3729.909668
	Iteration 9F: 3 clusters Score -1.223388e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -12241263.000000 Penalty: 3729.909668
	Iteration 10F: 3 clusters Score -1.224126e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -12248301.000000 Penalty: 3729.909668
	Iteration 11F: 3 clusters Score -1.22483e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -12252875.000000 Penalty: 3729.909668
	Iteration 12Q: 3 clusters Score -1.225288e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12254862.000000 Penalty: 3729.909668
	Iteration 13Q: 3 clusters Score -1.225486e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12255604.000000 Penalty: 3729.909668
	Iteration 14Q: 3 clusters Score -1.22556e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12255875.000000 Penalty: 3729.909668
	Iteration 15Q: 3 clusters Score -1.225588e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12255979.000000 Penalty: 3729.909668
	Iteration 16Q: 3 clusters Score -1.225598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12256021.000000 Penalty: 3729.909668
	Iteration 17Q: 3 clusters Score -1.225602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12256043.000000 Penalty: 3729.909668
	Iteration 18Q: 3 clusters Score -1.225604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12256064.000000 Penalty: 3729.909668
	Iteration 19Q: 3 clusters Score -1.225606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12256060.000000 Penalty: 3729.909668
	Iteration 20F: 3 clusters Score -1.225606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12256062.000000 Penalty: 3729.909668
	Iteration 21Q: 3 clusters Score -1.225606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12256063.000000 Penalty: 3729.909668
	Iteration 22Q: 3 clusters Score -1.225606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12256063.000000 Penalty: 3729.909668
	Iteration 23F: 3 clusters Score -1.225606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Entering Unmasked Estep 
Score: -11357566.000000 Penalty: 1857.171875
	Iteration 0F: 2 clusters Score -1.135757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -11296726.000000 Penalty: 3714.343750
	Iteration 0F: 3 clusters Score -1.129673e+07 nChanged 43971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -11323584.000000 Penalty: 3714.343750
	Iteration 1F: 3 clusters Score -1.132358e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -11325569.000000 Penalty: 3714.343750
	Iteration 2Q: 3 clusters Score -1.132557e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -11328523.000000 Penalty: 3714.343750
	Iteration 3F: 3 clusters Score -1.132852e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -11332335.000000 Penalty: 3714.343750
	Iteration 4F: 3 clusters Score -1.133234e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -11336774.000000 Penalty: 3714.343750
	Iteration 5F: 3 clusters Score -1.133677e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -11341177.000000 Penalty: 3714.343750
	Iteration 6F: 3 clusters Score -1.134118e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -11344710.000000 Penalty: 3714.343750
	Iteration 7F: 3 clusters Score -1.134471e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -11346716.000000 Penalty: 3714.343750
	Iteration 8Q: 3 clusters Score -1.134672e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -11348061.000000 Penalty: 3714.343750
	Iteration 9Q: 3 clusters Score -1.134806e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -11349199.000000 Penalty: 3714.343750
	Iteration 10Q: 3 clusters Score -1.13492e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -11350390.000000 Penalty: 3714.343750
	Iteration 11Q: 3 clusters Score -1.135039e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -11351550.000000 Penalty: 3714.343750
	Iteration 12Q: 3 clusters Score -1.135155e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -11352599.000000 Penalty: 3714.343750
	Iteration 13Q: 3 clusters Score -1.13526e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -11353479.000000 Penalty: 3714.343750
	Iteration 14Q: 3 clusters Score -1.135348e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -11354276.000000 Penalty: 3714.343750
	Iteration 15Q: 3 clusters Score -1.135428e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -11354934.000000 Penalty: 3714.343750
	Iteration 16Q: 3 clusters Score -1.135493e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -11355455.000000 Penalty: 3714.343750
	Iteration 17Q: 3 clusters Score -1.135546e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -11355789.000000 Penalty: 3714.343750
	Iteration 18Q: 3 clusters Score -1.135579e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -11355958.000000 Penalty: 3714.343750
	Iteration 19Q: 3 clusters Score -1.135596e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -11356145.000000 Penalty: 3714.343750
	Iteration 20F: 3 clusters Score -1.135614e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -11356217.000000 Penalty: 3714.343750
	Iteration 21Q: 3 clusters Score -1.135622e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -11356279.000000 Penalty: 3714.343750
	Iteration 22Q: 3 clusters Score -1.135628e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -11356322.000000 Penalty: 3714.343750
	Iteration 23Q: 3 clusters Score -1.135632e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -11356374.000000 Penalty: 3714.343750
	Iteration 24Q: 3 clusters Score -1.135637e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -11356390.000000 Penalty: 3714.343750
	Iteration 25Q: 3 clusters Score -1.135639e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -11356391.000000 Penalty: 3714.343750
	Iteration 26Q: 3 clusters Score -1.135639e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -11356372.000000 Penalty: 3714.343750
	Iteration 27Q: 3 clusters Score -1.135637e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -11356424.000000 Penalty: 3714.343750
	Iteration 28Q: 3 clusters Score -1.135642e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -11356453.000000 Penalty: 3714.343750
	Iteration 29Q: 3 clusters Score -1.135645e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -11356462.000000 Penalty: 3714.343750
	Iteration 30Q: 3 clusters Score -1.135646e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -11356485.000000 Penalty: 3714.343750
	Iteration 31Q: 3 clusters Score -1.135648e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -11356497.000000 Penalty: 3714.343750
	Iteration 32Q: 3 clusters Score -1.13565e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -11356495.000000 Penalty: 3714.343750
	Iteration 33Q: 3 clusters Score -1.13565e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -11356461.000000 Penalty: 3714.343750
	Iteration 34Q: 3 clusters Score -1.135646e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -11356461.000000 Penalty: 3714.343750
	Iteration 35Q: 3 clusters Score -1.135646e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -11356467.000000 Penalty: 3714.343750
	Iteration 36Q: 3 clusters Score -1.135647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -11356470.000000 Penalty: 3714.343750
	Iteration 37Q: 3 clusters Score -1.135647e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -11356470.000000 Penalty: 3714.343750
	Iteration 38Q: 3 clusters Score -1.135647e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -11356470.000000 Penalty: 3714.343750
	Iteration 39Q: 3 clusters Score -1.135647e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -11356481.000000 Penalty: 3714.343750
	Iteration 40F: 3 clusters Score -1.135648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -11356481.000000 Penalty: 3714.343750
	Iteration 41Q: 3 clusters Score -1.135648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -11356475.000000 Penalty: 3714.343750
	Iteration 42Q: 3 clusters Score -1.135648e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -11356472.000000 Penalty: 3714.343750
	Iteration 43Q: 3 clusters Score -1.135647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -11356487.000000 Penalty: 3714.343750
	Iteration 44Q: 3 clusters Score -1.135649e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -11356496.000000 Penalty: 3714.343750
	Iteration 45Q: 3 clusters Score -1.13565e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -11356504.000000 Penalty: 3714.343750
	Iteration 46Q: 3 clusters Score -1.13565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -11356507.000000 Penalty: 3714.343750
	Iteration 47Q: 3 clusters Score -1.135651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -11356498.000000 Penalty: 3714.343750
	Iteration 48Q: 3 clusters Score -1.13565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -11356498.000000 Penalty: 3714.343750
	Iteration 49Q: 3 clusters Score -1.13565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -11356496.000000 Penalty: 3714.343750
	Iteration 50Q: 3 clusters Score -1.13565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -11356502.000000 Penalty: 3714.343750
	Iteration 51Q: 3 clusters Score -1.13565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -11356504.000000 Penalty: 3714.343750
	Iteration 52Q: 3 clusters Score -1.13565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -11356486.000000 Penalty: 3714.343750
	Iteration 53Q: 3 clusters Score -1.135649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -11356497.000000 Penalty: 3714.343750
	Iteration 54Q: 3 clusters Score -1.13565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -11356503.000000 Penalty: 3714.343750
	Iteration 55Q: 3 clusters Score -1.13565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -11356500.000000 Penalty: 3714.343750
	Iteration 56Q: 3 clusters Score -1.13565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -11356502.000000 Penalty: 3714.343750
	Iteration 57Q: 3 clusters Score -1.13565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -11356507.000000 Penalty: 3714.343750
	Iteration 58Q: 3 clusters Score -1.135651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -11356498.000000 Penalty: 3714.343750
	Iteration 59Q: 3 clusters Score -1.13565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -11356495.000000 Penalty: 3714.343750
	Iteration 60F: 3 clusters Score -1.13565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -11356504.000000 Penalty: 3714.343750
	Iteration 61Q: 3 clusters Score -1.13565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -11356501.000000 Penalty: 3714.343750
	Iteration 62Q: 3 clusters Score -1.13565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -11356516.000000 Penalty: 3714.343750
	Iteration 63Q: 3 clusters Score -1.135652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -11356509.000000 Penalty: 3714.343750
	Iteration 64Q: 3 clusters Score -1.135651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -11356513.000000 Penalty: 3714.343750
	Iteration 65Q: 3 clusters Score -1.135651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -11356512.000000 Penalty: 3714.343750
	Iteration 66Q: 3 clusters Score -1.135651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -11356507.000000 Penalty: 3714.343750
	Iteration 67Q: 3 clusters Score -1.135651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -11356520.000000 Penalty: 3714.343750
	Iteration 68Q: 3 clusters Score -1.135652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -11356516.000000 Penalty: 3714.343750
	Iteration 69Q: 3 clusters Score -1.135652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -11356531.000000 Penalty: 3714.343750
	Iteration 70Q: 3 clusters Score -1.135653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -11356550.000000 Penalty: 3714.343750
	Iteration 71Q: 3 clusters Score -1.135655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -11356538.000000 Penalty: 3714.343750
	Iteration 72Q: 3 clusters Score -1.135654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -11356536.000000 Penalty: 3714.343750
	Iteration 73Q: 3 clusters Score -1.135654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -11356541.000000 Penalty: 3714.343750
	Iteration 74Q: 3 clusters Score -1.135654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -11356551.000000 Penalty: 3714.343750
	Iteration 75Q: 3 clusters Score -1.135655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -11356535.000000 Penalty: 3714.343750
	Iteration 76Q: 3 clusters Score -1.135654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -11356553.000000 Penalty: 3714.343750
	Iteration 77Q: 3 clusters Score -1.135655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -11356556.000000 Penalty: 3714.343750
	Iteration 78Q: 3 clusters Score -1.135656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -11356551.000000 Penalty: 3714.343750
	Iteration 79Q: 3 clusters Score -1.135655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -11356551.000000 Penalty: 3714.343750
	Iteration 80F: 3 clusters Score -1.135655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -11356553.000000 Penalty: 3714.343750
	Iteration 81Q: 3 clusters Score -1.135655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -11356545.000000 Penalty: 3714.343750
	Iteration 82Q: 3 clusters Score -1.135654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -11356538.000000 Penalty: 3714.343750
	Iteration 83Q: 3 clusters Score -1.135654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -11356543.000000 Penalty: 3714.343750
	Iteration 84Q: 3 clusters Score -1.135654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -11356541.000000 Penalty: 3714.343750
	Iteration 85Q: 3 clusters Score -1.135654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -11356544.000000 Penalty: 3714.343750
	Iteration 86Q: 3 clusters Score -1.135654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -11356547.000000 Penalty: 3714.343750
	Iteration 87Q: 3 clusters Score -1.135655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -11356547.000000 Penalty: 3714.343750
	Iteration 88F: 3 clusters Score -1.135655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -236923.218750 Penalty: 1232.608154
	Iteration 0F: 2 clusters Score -236923.2 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 1008 members 
Entering Unmasked Estep 
Score: -234886.531250 Penalty: 2465.216309
	Iteration 0F: 3 clusters Score -234886.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -235386.984375 Penalty: 2465.216309
	Iteration 1F: 3 clusters Score -235387 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -235545.421875 Penalty: 2465.216309
	Iteration 2F: 3 clusters Score -235545.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235691.421875 Penalty: 2465.216309
	Iteration 3F: 3 clusters Score -235691.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -235776.531250 Penalty: 2465.216309
	Iteration 4F: 3 clusters Score -235776.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -235856.578125 Penalty: 2465.216309
	Iteration 5Q: 3 clusters Score -235856.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -235913.140625 Penalty: 2465.216309
	Iteration 6Q: 3 clusters Score -235913.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -235975.843750 Penalty: 2465.216309
	Iteration 7Q: 3 clusters Score -235975.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -236030.093750 Penalty: 2465.216309
	Iteration 8Q: 3 clusters Score -236030.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236066.187500 Penalty: 2465.216309
	Iteration 9Q: 3 clusters Score -236066.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -236105.625000 Penalty: 2465.216309
	Iteration 10Q: 3 clusters Score -236105.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -236145.359375 Penalty: 2465.216309
	Iteration 11Q: 3 clusters Score -236145.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -236170.265625 Penalty: 2465.216309
	Iteration 12Q: 3 clusters Score -236170.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -236199.015625 Penalty: 2465.216309
	Iteration 13Q: 3 clusters Score -236199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -236221.625000 Penalty: 2465.216309
	Iteration 14Q: 3 clusters Score -236221.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -236239.812500 Penalty: 2465.216309
	Iteration 15Q: 3 clusters Score -236239.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -236253.343750 Penalty: 2465.216309
	Iteration 16Q: 3 clusters Score -236253.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -236260.843750 Penalty: 2465.216309
	Iteration 17Q: 3 clusters Score -236260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -236266.328125 Penalty: 2465.216309
	Iteration 18Q: 3 clusters Score -236266.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -236270.093750 Penalty: 2465.216309
	Iteration 19Q: 3 clusters Score -236270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -236273.187500 Penalty: 2465.216309
	Iteration 20F: 3 clusters Score -236273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -236275.250000 Penalty: 2465.216309
	Iteration 21Q: 3 clusters Score -236275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -236276.500000 Penalty: 2465.216309
	Iteration 22Q: 3 clusters Score -236276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -236276.968750 Penalty: 2465.216309
	Iteration 23Q: 3 clusters Score -236277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -236276.968750 Penalty: 2465.216309
	Iteration 24F: 3 clusters Score -236277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -152483.859375 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -152483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -150800.609375 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -150800.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -151143.296875 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -151143.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151274.828125 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -151274.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151398.734375 Penalty: 2345.191895
	Iteration 3F: 3 clusters Score -151398.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -151551.359375 Penalty: 2345.191895
	Iteration 4F: 3 clusters Score -151551.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151692.250000 Penalty: 2345.191895
	Iteration 5F: 3 clusters Score -151692.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151873.734375 Penalty: 2345.191895
	Iteration 6F: 3 clusters Score -151873.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -152054.109375 Penalty: 2345.191895
	Iteration 7F: 3 clusters Score -152054.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -152189.500000 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -152189.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -152271.687500 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -152271.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152306.859375 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -152306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152313.812500 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -152313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152319.171875 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -152319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152320.296875 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -152320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152321.796875 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -152321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152321.859375 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -152321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152322.578125 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -152322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152324.046875 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -152324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152324.546875 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -152324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152325.843750 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -152325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152327.593750 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -152327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152328.437500 Penalty: 2345.191895
	Iteration 21Q: 3 clusters Score -152328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152328.718750 Penalty: 2345.191895
	Iteration 22Q: 3 clusters Score -152328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152328.718750 Penalty: 2345.191895
	Iteration 23F: 3 clusters Score -152328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -55545.882812 Penalty: 1023.579224
	Iteration 0F: 2 clusters Score -55545.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54497.839844 Penalty: 2047.158447
	Iteration 0F: 3 clusters Score -54497.84 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54861.152344 Penalty: 2047.158447
	Iteration 1F: 3 clusters Score -54861.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54980.515625 Penalty: 2047.158447
	Iteration 2F: 3 clusters Score -54980.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55075.519531 Penalty: 2047.158447
	Iteration 3F: 3 clusters Score -55075.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55099.730469 Penalty: 2047.158447
	Iteration 4Q: 3 clusters Score -55099.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55135.671875 Penalty: 2047.158447
	Iteration 5Q: 3 clusters Score -55135.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55143.734375 Penalty: 2047.158447
	Iteration 6Q: 3 clusters Score -55143.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55145.496094 Penalty: 2047.158447
	Iteration 7Q: 3 clusters Score -55145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55148.882812 Penalty: 2047.158447
	Iteration 8Q: 3 clusters Score -55148.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55148.882812 Penalty: 2047.158447
	Iteration 9F: 3 clusters Score -55148.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Entering Unmasked Estep 
Score: -14614460.000000 Penalty: 1895.609009
	Iteration 0F: 2 clusters Score -1.461446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -14539774.000000 Penalty: 3791.218018
	Iteration 0F: 3 clusters Score -1.453977e+07 nChanged 55751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -14573225.000000 Penalty: 3791.218018
	Iteration 1F: 3 clusters Score -1.457322e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -14575161.000000 Penalty: 3791.218018
	Iteration 2Q: 3 clusters Score -1.457516e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -14578583.000000 Penalty: 3791.218018
	Iteration 3F: 3 clusters Score -1.457858e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -14583646.000000 Penalty: 3791.218018
	Iteration 4F: 3 clusters Score -1.458365e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -14590848.000000 Penalty: 3791.218018
	Iteration 5F: 3 clusters Score -1.459085e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -14598597.000000 Penalty: 3791.218018
	Iteration 6F: 3 clusters Score -1.45986e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -14604982.000000 Penalty: 3791.218018
	Iteration 7F: 3 clusters Score -1.460498e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -14609214.000000 Penalty: 3791.218018
	Iteration 8Q: 3 clusters Score -1.460921e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -14611179.000000 Penalty: 3791.218018
	Iteration 9Q: 3 clusters Score -1.461118e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -14612201.000000 Penalty: 3791.218018
	Iteration 10Q: 3 clusters Score -1.46122e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -14612768.000000 Penalty: 3791.218018
	Iteration 11Q: 3 clusters Score -1.461277e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 107360 members 
Entering Unmasked Estep 
Score: -14613122.000000 Penalty: 3791.218018
	Iteration 12Q: 3 clusters Score -1.461312e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -14613349.000000 Penalty: 3791.218018
	Iteration 13Q: 3 clusters Score -1.461335e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -14613560.000000 Penalty: 3791.218018
	Iteration 14Q: 3 clusters Score -1.461356e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -14613592.000000 Penalty: 3791.218018
	Iteration 15Q: 3 clusters Score -1.461359e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -14613698.000000 Penalty: 3791.218018
	Iteration 16Q: 3 clusters Score -1.46137e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -14613776.000000 Penalty: 3791.218018
	Iteration 17Q: 3 clusters Score -1.461378e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 112912 members 
Entering Unmasked Estep 
Score: -14613722.000000 Penalty: 3791.218018
	Iteration 18Q: 3 clusters Score -1.461372e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -14613665.000000 Penalty: 3791.218018
	Iteration 19Q: 3 clusters Score -1.461366e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -14613610.000000 Penalty: 3791.218018
	Iteration 20F: 3 clusters Score -1.461361e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -14613561.000000 Penalty: 3791.218018
	Iteration 21Q: 3 clusters Score -1.461356e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -14613583.000000 Penalty: 3791.218018
	Iteration 22Q: 3 clusters Score -1.461358e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 114518 members 
Entering Unmasked Estep 
Score: -14613585.000000 Penalty: 3791.218018
	Iteration 23Q: 3 clusters Score -1.461358e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 114674 members 
Entering Unmasked Estep 
Score: -14613606.000000 Penalty: 3791.218018
	Iteration 24Q: 3 clusters Score -1.461361e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -14613590.000000 Penalty: 3791.218018
	Iteration 25Q: 3 clusters Score -1.461359e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -14613600.000000 Penalty: 3791.218018
	Iteration 26Q: 3 clusters Score -1.46136e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 115039 members 
Entering Unmasked Estep 
Score: -14613561.000000 Penalty: 3791.218018
	Iteration 27Q: 3 clusters Score -1.461356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -14613542.000000 Penalty: 3791.218018
	Iteration 28Q: 3 clusters Score -1.461354e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -14613513.000000 Penalty: 3791.218018
	Iteration 29Q: 3 clusters Score -1.461351e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 115254 members 
Entering Unmasked Estep 
Score: -14613520.000000 Penalty: 3791.218018
	Iteration 30Q: 3 clusters Score -1.461352e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -14613491.000000 Penalty: 3791.218018
	Iteration 31Q: 3 clusters Score -1.461349e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 115346 members 
Entering Unmasked Estep 
Score: -14613457.000000 Penalty: 3791.218018
	Iteration 32Q: 3 clusters Score -1.461346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -14613450.000000 Penalty: 3791.218018
	Iteration 33Q: 3 clusters Score -1.461345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 115417 members 
Entering Unmasked Estep 
Score: -14613455.000000 Penalty: 3791.218018
	Iteration 34Q: 3 clusters Score -1.461346e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 115454 members 
Entering Unmasked Estep 
Score: -14613466.000000 Penalty: 3791.218018
	Iteration 35Q: 3 clusters Score -1.461347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -14613445.000000 Penalty: 3791.218018
	Iteration 36Q: 3 clusters Score -1.461344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -14613425.000000 Penalty: 3791.218018
	Iteration 37Q: 3 clusters Score -1.461342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -14613422.000000 Penalty: 3791.218018
	Iteration 38Q: 3 clusters Score -1.461342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 115572 members 
Entering Unmasked Estep 
Score: -14613440.000000 Penalty: 3791.218018
	Iteration 39Q: 3 clusters Score -1.461344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 115605 members 
Entering Unmasked Estep 
Score: -14613444.000000 Penalty: 3791.218018
	Iteration 40F: 3 clusters Score -1.461344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -14613446.000000 Penalty: 3791.218018
	Iteration 41Q: 3 clusters Score -1.461345e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -14613440.000000 Penalty: 3791.218018
	Iteration 42Q: 3 clusters Score -1.461344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -14613436.000000 Penalty: 3791.218018
	Iteration 43Q: 3 clusters Score -1.461344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -14613428.000000 Penalty: 3791.218018
	Iteration 44Q: 3 clusters Score -1.461343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -14613434.000000 Penalty: 3791.218018
	Iteration 45Q: 3 clusters Score -1.461343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -14613434.000000 Penalty: 3791.218018
	Iteration 46F: 3 clusters Score -1.461343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Entering Unmasked Estep 
Score: -13522769.000000 Penalty: 1882.121094
	Iteration 0F: 2 clusters Score -1.352277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -13451771.000000 Penalty: 3764.242188
	Iteration 0F: 3 clusters Score -1.345177e+07 nChanged 51509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -13481976.000000 Penalty: 3764.242188
	Iteration 1F: 3 clusters Score -1.348198e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -13483214.000000 Penalty: 3764.242188
	Iteration 2Q: 3 clusters Score -1.348321e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -13484752.000000 Penalty: 3764.242188
	Iteration 3Q: 3 clusters Score -1.348475e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -13487036.000000 Penalty: 3764.242188
	Iteration 4Q: 3 clusters Score -1.348704e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -13490418.000000 Penalty: 3764.242188
	Iteration 5F: 3 clusters Score -1.349042e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -13495014.000000 Penalty: 3764.242188
	Iteration 6F: 3 clusters Score -1.349501e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -13500699.000000 Penalty: 3764.242188
	Iteration 7F: 3 clusters Score -1.35007e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -13505586.000000 Penalty: 3764.242188
	Iteration 8F: 3 clusters Score -1.350559e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -13508473.000000 Penalty: 3764.242188
	Iteration 9Q: 3 clusters Score -1.350847e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -13509645.000000 Penalty: 3764.242188
	Iteration 10Q: 3 clusters Score -1.350964e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -13510307.000000 Penalty: 3764.242188
	Iteration 11Q: 3 clusters Score -1.351031e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -13510777.000000 Penalty: 3764.242188
	Iteration 12Q: 3 clusters Score -1.351078e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -13511239.000000 Penalty: 3764.242188
	Iteration 13Q: 3 clusters Score -1.351124e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -13511724.000000 Penalty: 3764.242188
	Iteration 14Q: 3 clusters Score -1.351172e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -13512103.000000 Penalty: 3764.242188
	Iteration 15Q: 3 clusters Score -1.35121e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -13512625.000000 Penalty: 3764.242188
	Iteration 16Q: 3 clusters Score -1.351262e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -13513052.000000 Penalty: 3764.242188
	Iteration 17Q: 3 clusters Score -1.351305e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -13513497.000000 Penalty: 3764.242188
	Iteration 18Q: 3 clusters Score -1.35135e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -13513968.000000 Penalty: 3764.242188
	Iteration 19Q: 3 clusters Score -1.351397e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -13514410.000000 Penalty: 3764.242188
	Iteration 20F: 3 clusters Score -1.351441e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -13514975.000000 Penalty: 3764.242188
	Iteration 21Q: 3 clusters Score -1.351498e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -13515446.000000 Penalty: 3764.242188
	Iteration 22Q: 3 clusters Score -1.351545e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -13516033.000000 Penalty: 3764.242188
	Iteration 23Q: 3 clusters Score -1.351603e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -13516577.000000 Penalty: 3764.242188
	Iteration 24Q: 3 clusters Score -1.351658e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -13517169.000000 Penalty: 3764.242188
	Iteration 25Q: 3 clusters Score -1.351717e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -13517750.000000 Penalty: 3764.242188
	Iteration 26Q: 3 clusters Score -1.351775e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -13518148.000000 Penalty: 3764.242188
	Iteration 27Q: 3 clusters Score -1.351815e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -13518630.000000 Penalty: 3764.242188
	Iteration 28Q: 3 clusters Score -1.351863e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -13519095.000000 Penalty: 3764.242188
	Iteration 29Q: 3 clusters Score -1.35191e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -13519486.000000 Penalty: 3764.242188
	Iteration 30Q: 3 clusters Score -1.351949e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -13519786.000000 Penalty: 3764.242188
	Iteration 31Q: 3 clusters Score -1.351979e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -13520109.000000 Penalty: 3764.242188
	Iteration 32Q: 3 clusters Score -1.352011e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102469 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -13520416.000000 Penalty: 3764.242188
	Iteration 33Q: 3 clusters Score -1.352042e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103179 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -13520656.000000 Penalty: 3764.242188
	Iteration 34Q: 3 clusters Score -1.352066e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -13520877.000000 Penalty: 3764.242188
	Iteration 35Q: 3 clusters Score -1.352088e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -13521005.000000 Penalty: 3764.242188
	Iteration 36Q: 3 clusters Score -1.3521e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104737 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -13521095.000000 Penalty: 3764.242188
	Iteration 37Q: 3 clusters Score -1.35211e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13521197.000000 Penalty: 3764.242188
	Iteration 38Q: 3 clusters Score -1.35212e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105343 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13521277.000000 Penalty: 3764.242188
	Iteration 39Q: 3 clusters Score -1.352128e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105554 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13521320.000000 Penalty: 3764.242188
	Iteration 40F: 3 clusters Score -1.352132e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13521341.000000 Penalty: 3764.242188
	Iteration 41Q: 3 clusters Score -1.352134e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105860 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13521381.000000 Penalty: 3764.242188
	Iteration 42Q: 3 clusters Score -1.352138e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13521409.000000 Penalty: 3764.242188
	Iteration 43Q: 3 clusters Score -1.352141e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13521444.000000 Penalty: 3764.242188
	Iteration 44Q: 3 clusters Score -1.352144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106115 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -13521472.000000 Penalty: 3764.242188
	Iteration 45Q: 3 clusters Score -1.352147e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13521463.000000 Penalty: 3764.242188
	Iteration 46Q: 3 clusters Score -1.352146e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13521475.000000 Penalty: 3764.242188
	Iteration 47Q: 3 clusters Score -1.352148e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13521456.000000 Penalty: 3764.242188
	Iteration 48Q: 3 clusters Score -1.352146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13521493.000000 Penalty: 3764.242188
	Iteration 49Q: 3 clusters Score -1.352149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13521493.000000 Penalty: 3764.242188
	Iteration 50Q: 3 clusters Score -1.352149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13521473.000000 Penalty: 3764.242188
	Iteration 51Q: 3 clusters Score -1.352147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -13521494.000000 Penalty: 3764.242188
	Iteration 52Q: 3 clusters Score -1.352149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -13521508.000000 Penalty: 3764.242188
	Iteration 53Q: 3 clusters Score -1.352151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13521515.000000 Penalty: 3764.242188
	Iteration 54Q: 3 clusters Score -1.352152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13521520.000000 Penalty: 3764.242188
	Iteration 55Q: 3 clusters Score -1.352152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106393 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13521528.000000 Penalty: 3764.242188
	Iteration 56Q: 3 clusters Score -1.352153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13521519.000000 Penalty: 3764.242188
	Iteration 57Q: 3 clusters Score -1.352152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13521517.000000 Penalty: 3764.242188
	Iteration 58Q: 3 clusters Score -1.352152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13521510.000000 Penalty: 3764.242188
	Iteration 59Q: 3 clusters Score -1.352151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13521506.000000 Penalty: 3764.242188
	Iteration 60F: 3 clusters Score -1.352151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13521512.000000 Penalty: 3764.242188
	Iteration 61Q: 3 clusters Score -1.352151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106430 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13521520.000000 Penalty: 3764.242188
	Iteration 62Q: 3 clusters Score -1.352152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13521514.000000 Penalty: 3764.242188
	Iteration 63Q: 3 clusters Score -1.352151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13521521.000000 Penalty: 3764.242188
	Iteration 64Q: 3 clusters Score -1.352152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13521522.000000 Penalty: 3764.242188
	Iteration 65Q: 3 clusters Score -1.352152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13521524.000000 Penalty: 3764.242188
	Iteration 66Q: 3 clusters Score -1.352152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13521523.000000 Penalty: 3764.242188
	Iteration 67Q: 3 clusters Score -1.352152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13521518.000000 Penalty: 3764.242188
	Iteration 68Q: 3 clusters Score -1.352152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13521522.000000 Penalty: 3764.242188
	Iteration 69Q: 3 clusters Score -1.352152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13521533.000000 Penalty: 3764.242188
	Iteration 70Q: 3 clusters Score -1.352153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13521532.000000 Penalty: 3764.242188
	Iteration 71Q: 3 clusters Score -1.352153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13521532.000000 Penalty: 3764.242188
	Iteration 72F: 3 clusters Score -1.352153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -19539.919922 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -19539.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18759.136719 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -18759.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19042.261719 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -19042.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19180.392578 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -19180.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19302.105469 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -19302.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19349.507812 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -19349.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19446.605469 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -19446.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19547.855469 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -19547.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19647.390625 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -19647.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19649.878906 Penalty: 1821.885620
	Iteration 8Q: 3 clusters Score -19649.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19659.294922 Penalty: 1821.885620
	Iteration 9Q: 3 clusters Score -19659.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19666.878906 Penalty: 1821.885620
	Iteration 10Q: 3 clusters Score -19666.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19666.878906 Penalty: 1821.885620
	Iteration 11F: 3 clusters Score -19666.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107074 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96019 members 
Mstep: Class 7 contains 105479 members 
Mstep: Class 8 contains 92047 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 96437 members 
Mstep: Class 18 contains 91927 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116458 members 
Mstep: Class 23 contains 107182 members 
Mstep: Class 24 contains 92 members 
Mstep: Class 25 contains 64136 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 10979 members 
Mstep: Class 29 contains 2030 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 113171 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16652 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4844 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 180 members 
Entering Unmasked Estep 
Score: -141737920.000000 Penalty: 95283.945312
Splitting cluster 24 changes total score from -141738768.000000 to -141737920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (64136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Entering Unmasked Estep 
Score: -7878117.000000 Penalty: 1798.673584
	Iteration 0F: 2 clusters Score -7878117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -7835141.500000 Penalty: 3597.347168
	Iteration 0F: 3 clusters Score -7835142 nChanged 30414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7852551.500000 Penalty: 3597.347168
	Iteration 1F: 3 clusters Score -7852552 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -7853407.000000 Penalty: 3597.347168
	Iteration 2Q: 3 clusters Score -7853407 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -7854500.500000 Penalty: 3597.347168
	Iteration 3Q: 3 clusters Score -7854500 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -7856092.000000 Penalty: 3597.347168
	Iteration 4Q: 3 clusters Score -7856092 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -7858510.000000 Penalty: 3597.347168
	Iteration 5F: 3 clusters Score -7858510 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -7861882.000000 Penalty: 3597.347168
	Iteration 6F: 3 clusters Score -7861882 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -7866003.500000 Penalty: 3597.347168
	Iteration 7F: 3 clusters Score -7866004 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -7870018.500000 Penalty: 3597.347168
	Iteration 8F: 3 clusters Score -7870018 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -7873078.500000 Penalty: 3597.347168
	Iteration 9F: 3 clusters Score -7873078 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -7874900.500000 Penalty: 3597.347168
	Iteration 10Q: 3 clusters Score -7874900 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -7875775.500000 Penalty: 3597.347168
	Iteration 11Q: 3 clusters Score -7875776 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -7876157.500000 Penalty: 3597.347168
	Iteration 12Q: 3 clusters Score -7876158 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -7876315.500000 Penalty: 3597.347168
	Iteration 13Q: 3 clusters Score -7876316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -7876416.000000 Penalty: 3597.347168
	Iteration 14Q: 3 clusters Score -7876416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -7876451.000000 Penalty: 3597.347168
	Iteration 15Q: 3 clusters Score -7876451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -7876482.500000 Penalty: 3597.347168
	Iteration 16Q: 3 clusters Score -7876482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -7876499.000000 Penalty: 3597.347168
	Iteration 17Q: 3 clusters Score -7876499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -7876512.000000 Penalty: 3597.347168
	Iteration 18Q: 3 clusters Score -7876512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -7876528.500000 Penalty: 3597.347168
	Iteration 19Q: 3 clusters Score -7876528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -7876537.500000 Penalty: 3597.347168
	Iteration 20F: 3 clusters Score -7876538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -7876559.000000 Penalty: 3597.347168
	Iteration 21Q: 3 clusters Score -7876559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -7876558.500000 Penalty: 3597.347168
	Iteration 22Q: 3 clusters Score -7876558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -7876564.000000 Penalty: 3597.347168
	Iteration 23Q: 3 clusters Score -7876564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -7876564.500000 Penalty: 3597.347168
	Iteration 24Q: 3 clusters Score -7876564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -7876564.500000 Penalty: 3597.347168
	Iteration 25F: 3 clusters Score -7876564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -8805.615234 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -8805.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8169.066895 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -8169.067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8429.182617 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -8429.183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8503.918945 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -8503.919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8552.876953 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -8552.877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8586.589844 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -8586.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8597.694336 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -8597.694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8597.694336 Penalty: 1771.587524
	Iteration 6F: 3 clusters Score -8597.694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Entering Unmasked Estep 
Score: -2000348.000000 Penalty: 1575.154785
	Iteration 0F: 2 clusters Score -2000348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1989059.625000 Penalty: 3150.309570
	Iteration 0F: 3 clusters Score -1989060 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1993118.125000 Penalty: 3150.309570
	Iteration 1F: 3 clusters Score -1993118 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1993513.500000 Penalty: 3150.309570
	Iteration 2F: 3 clusters Score -1993514 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1993874.625000 Penalty: 3150.309570
	Iteration 3F: 3 clusters Score -1993875 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1994229.250000 Penalty: 3150.309570
	Iteration 4Q: 3 clusters Score -1994229 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1994607.500000 Penalty: 3150.309570
	Iteration 5Q: 3 clusters Score -1994608 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1995054.375000 Penalty: 3150.309570
	Iteration 6F: 3 clusters Score -1995054 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1995587.000000 Penalty: 3150.309570
	Iteration 7F: 3 clusters Score -1995587 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1996133.875000 Penalty: 3150.309570
	Iteration 8F: 3 clusters Score -1996134 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1996743.875000 Penalty: 3150.309570
	Iteration 9F: 3 clusters Score -1996744 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1997284.000000 Penalty: 3150.309570
	Iteration 10Q: 3 clusters Score -1997284 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1997721.375000 Penalty: 3150.309570
	Iteration 11Q: 3 clusters Score -1997721 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1998013.500000 Penalty: 3150.309570
	Iteration 12Q: 3 clusters Score -1998014 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1998186.375000 Penalty: 3150.309570
	Iteration 13Q: 3 clusters Score -1998186 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1998327.250000 Penalty: 3150.309570
	Iteration 14Q: 3 clusters Score -1998327 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1998412.500000 Penalty: 3150.309570
	Iteration 15Q: 3 clusters Score -1998412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1998467.625000 Penalty: 3150.309570
	Iteration 16Q: 3 clusters Score -1998468 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1998537.500000 Penalty: 3150.309570
	Iteration 17Q: 3 clusters Score -1998538 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1998593.250000 Penalty: 3150.309570
	Iteration 18Q: 3 clusters Score -1998593 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1998635.875000 Penalty: 3150.309570
	Iteration 19Q: 3 clusters Score -1998636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1998681.375000 Penalty: 3150.309570
	Iteration 20F: 3 clusters Score -1998681 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1998727.500000 Penalty: 3150.309570
	Iteration 21Q: 3 clusters Score -1998728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1998761.500000 Penalty: 3150.309570
	Iteration 22Q: 3 clusters Score -1998762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1998796.500000 Penalty: 3150.309570
	Iteration 23Q: 3 clusters Score -1998796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1998845.500000 Penalty: 3150.309570
	Iteration 24Q: 3 clusters Score -1998846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1998879.000000 Penalty: 3150.309570
	Iteration 25Q: 3 clusters Score -1998879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1998909.125000 Penalty: 3150.309570
	Iteration 26Q: 3 clusters Score -1998909 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1998940.750000 Penalty: 3150.309570
	Iteration 27Q: 3 clusters Score -1998941 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1998967.750000 Penalty: 3150.309570
	Iteration 28Q: 3 clusters Score -1998968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1998986.250000 Penalty: 3150.309570
	Iteration 29Q: 3 clusters Score -1998986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1999001.750000 Penalty: 3150.309570
	Iteration 30Q: 3 clusters Score -1999002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1999018.875000 Penalty: 3150.309570
	Iteration 31Q: 3 clusters Score -1999019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1999031.250000 Penalty: 3150.309570
	Iteration 32Q: 3 clusters Score -1999031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1999051.875000 Penalty: 3150.309570
	Iteration 33Q: 3 clusters Score -1999052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1999070.500000 Penalty: 3150.309570
	Iteration 34Q: 3 clusters Score -1999070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1999088.875000 Penalty: 3150.309570
	Iteration 35Q: 3 clusters Score -1999089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1999102.250000 Penalty: 3150.309570
	Iteration 36Q: 3 clusters Score -1999102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1999114.000000 Penalty: 3150.309570
	Iteration 37Q: 3 clusters Score -1999114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1999132.000000 Penalty: 3150.309570
	Iteration 38Q: 3 clusters Score -1999132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1999138.375000 Penalty: 3150.309570
	Iteration 39Q: 3 clusters Score -1999138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1999147.875000 Penalty: 3150.309570
	Iteration 40F: 3 clusters Score -1999148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1999155.625000 Penalty: 3150.309570
	Iteration 41Q: 3 clusters Score -1999156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1999162.625000 Penalty: 3150.309570
	Iteration 42Q: 3 clusters Score -1999163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1999167.250000 Penalty: 3150.309570
	Iteration 43Q: 3 clusters Score -1999167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1999167.500000 Penalty: 3150.309570
	Iteration 44Q: 3 clusters Score -1999168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1999171.875000 Penalty: 3150.309570
	Iteration 45Q: 3 clusters Score -1999172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1999171.750000 Penalty: 3150.309570
	Iteration 46Q: 3 clusters Score -1999172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1999171.750000 Penalty: 3150.309570
	Iteration 47F: 3 clusters Score -1999172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Entering Unmasked Estep 
Score: -1290344.000000 Penalty: 1511.857666
	Iteration 0F: 2 clusters Score -1290344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1282564.000000 Penalty: 3023.715332
	Iteration 0F: 3 clusters Score -1282564 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1285164.625000 Penalty: 3023.715332
	Iteration 1F: 3 clusters Score -1285165 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1285505.250000 Penalty: 3023.715332
	Iteration 2F: 3 clusters Score -1285505 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1285820.750000 Penalty: 3023.715332
	Iteration 3F: 3 clusters Score -1285821 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1286159.750000 Penalty: 3023.715332
	Iteration 4F: 3 clusters Score -1286160 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1286519.250000 Penalty: 3023.715332
	Iteration 5F: 3 clusters Score -1286519 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1286881.250000 Penalty: 3023.715332
	Iteration 6F: 3 clusters Score -1286881 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1287228.625000 Penalty: 3023.715332
	Iteration 7F: 3 clusters Score -1287229 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1287573.000000 Penalty: 3023.715332
	Iteration 8F: 3 clusters Score -1287573 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1287853.875000 Penalty: 3023.715332
	Iteration 9Q: 3 clusters Score -1287854 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1288123.125000 Penalty: 3023.715332
	Iteration 10Q: 3 clusters Score -1288123 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1288378.500000 Penalty: 3023.715332
	Iteration 11Q: 3 clusters Score -1288378 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1288640.125000 Penalty: 3023.715332
	Iteration 12Q: 3 clusters Score -1288640 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1288855.000000 Penalty: 3023.715332
	Iteration 13Q: 3 clusters Score -1288855 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1289025.250000 Penalty: 3023.715332
	Iteration 14Q: 3 clusters Score -1289025 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1289148.000000 Penalty: 3023.715332
	Iteration 15Q: 3 clusters Score -1289148 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1289236.625000 Penalty: 3023.715332
	Iteration 16Q: 3 clusters Score -1289237 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1289285.625000 Penalty: 3023.715332
	Iteration 17Q: 3 clusters Score -1289286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1289323.125000 Penalty: 3023.715332
	Iteration 18Q: 3 clusters Score -1289323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1289344.625000 Penalty: 3023.715332
	Iteration 19Q: 3 clusters Score -1289345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1289356.125000 Penalty: 3023.715332
	Iteration 20F: 3 clusters Score -1289356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1289369.750000 Penalty: 3023.715332
	Iteration 21Q: 3 clusters Score -1289370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1289377.875000 Penalty: 3023.715332
	Iteration 22Q: 3 clusters Score -1289378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1289385.250000 Penalty: 3023.715332
	Iteration 23Q: 3 clusters Score -1289385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1289387.625000 Penalty: 3023.715332
	Iteration 24Q: 3 clusters Score -1289388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1289389.250000 Penalty: 3023.715332
	Iteration 25Q: 3 clusters Score -1289389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1289395.500000 Penalty: 3023.715332
	Iteration 26Q: 3 clusters Score -1289396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1289394.625000 Penalty: 3023.715332
	Iteration 27Q: 3 clusters Score -1289395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1289398.250000 Penalty: 3023.715332
	Iteration 28Q: 3 clusters Score -1289398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1289401.500000 Penalty: 3023.715332
	Iteration 29Q: 3 clusters Score -1289402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1289402.250000 Penalty: 3023.715332
	Iteration 30Q: 3 clusters Score -1289402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1289405.750000 Penalty: 3023.715332
	Iteration 31Q: 3 clusters Score -1289406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1289407.500000 Penalty: 3023.715332
	Iteration 32Q: 3 clusters Score -1289408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1289405.250000 Penalty: 3023.715332
	Iteration 33Q: 3 clusters Score -1289405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1289405.250000 Penalty: 3023.715332
	Iteration 34F: 3 clusters Score -1289405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -246947.562500 Penalty: 1237.566040
	Iteration 0F: 2 clusters Score -246947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244801.093750 Penalty: 2475.132080
	Iteration 0F: 3 clusters Score -244801.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -245294.359375 Penalty: 2475.132080
	Iteration 1F: 3 clusters Score -245294.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -245454.125000 Penalty: 2475.132080
	Iteration 2F: 3 clusters Score -245454.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -245550.375000 Penalty: 2475.132080
	Iteration 3F: 3 clusters Score -245550.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245612.937500 Penalty: 2475.132080
	Iteration 4Q: 3 clusters Score -245612.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -245669.500000 Penalty: 2475.132080
	Iteration 5Q: 3 clusters Score -245669.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -245736.484375 Penalty: 2475.132080
	Iteration 6Q: 3 clusters Score -245736.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -245784.859375 Penalty: 2475.132080
	Iteration 7Q: 3 clusters Score -245784.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -245821.421875 Penalty: 2475.132080
	Iteration 8Q: 3 clusters Score -245821.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -245862.468750 Penalty: 2475.132080
	Iteration 9Q: 3 clusters Score -245862.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -245911.484375 Penalty: 2475.132080
	Iteration 10Q: 3 clusters Score -245911.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -245997.171875 Penalty: 2475.132080
	Iteration 11Q: 3 clusters Score -245997.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -246115.953125 Penalty: 2475.132080
	Iteration 12Q: 3 clusters Score -246116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -246214.703125 Penalty: 2475.132080
	Iteration 13Q: 3 clusters Score -246214.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -246288.625000 Penalty: 2475.132080
	Iteration 14Q: 3 clusters Score -246288.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -246348.281250 Penalty: 2475.132080
	Iteration 15Q: 3 clusters Score -246348.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246396.515625 Penalty: 2475.132080
	Iteration 16Q: 3 clusters Score -246396.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -246431.968750 Penalty: 2475.132080
	Iteration 17Q: 3 clusters Score -246432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -246462.015625 Penalty: 2475.132080
	Iteration 18Q: 3 clusters Score -246462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -246490.015625 Penalty: 2475.132080
	Iteration 19Q: 3 clusters Score -246490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -246511.656250 Penalty: 2475.132080
	Iteration 20F: 3 clusters Score -246511.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -246543.359375 Penalty: 2475.132080
	Iteration 21Q: 3 clusters Score -246543.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -246574.796875 Penalty: 2475.132080
	Iteration 22Q: 3 clusters Score -246574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -246601.937500 Penalty: 2475.132080
	Iteration 23Q: 3 clusters Score -246601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -246629.390625 Penalty: 2475.132080
	Iteration 24Q: 3 clusters Score -246629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -246658.593750 Penalty: 2475.132080
	Iteration 25Q: 3 clusters Score -246658.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -246688.046875 Penalty: 2475.132080
	Iteration 26Q: 3 clusters Score -246688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -246724.156250 Penalty: 2475.132080
	Iteration 27Q: 3 clusters Score -246724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -246734.328125 Penalty: 2475.132080
	Iteration 28Q: 3 clusters Score -246734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -246735.687500 Penalty: 2475.132080
	Iteration 29Q: 3 clusters Score -246735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -246735.687500 Penalty: 2475.132080
	Iteration 30F: 3 clusters Score -246735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -254935.875000 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -254935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252885.390625 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -252885.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -253323.093750 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -253323.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -253394.515625 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -253394.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -253440.109375 Penalty: 2471.428711
	Iteration 3Q: 3 clusters Score -253440.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -253476.140625 Penalty: 2471.428711
	Iteration 4Q: 3 clusters Score -253476.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -253514.031250 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -253514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -253539.484375 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -253539.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -253556.109375 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -253556.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -253569.671875 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -253569.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -253579.843750 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -253579.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -253585.906250 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -253585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -253589.468750 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -253589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -253592.000000 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -253592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -253594.578125 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -253594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -253597.281250 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -253597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -253598.656250 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -253598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -253599.437500 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -253599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -253599.796875 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -253599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -253599.796875 Penalty: 2471.428711
	Iteration 18F: 3 clusters Score -253599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (113171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Entering Unmasked Estep 
Score: -14312186.000000 Penalty: 1890.956421
	Iteration 0F: 2 clusters Score -1.431219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -14238307.000000 Penalty: 3781.912842
	Iteration 0F: 3 clusters Score -1.423831e+07 nChanged 54439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -14270858.000000 Penalty: 3781.912842
	Iteration 1F: 3 clusters Score -1.427086e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -14272039.000000 Penalty: 3781.912842
	Iteration 2Q: 3 clusters Score -1.427204e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -14273855.000000 Penalty: 3781.912842
	Iteration 3Q: 3 clusters Score -1.427386e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -14277013.000000 Penalty: 3781.912842
	Iteration 4F: 3 clusters Score -1.427701e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -14282419.000000 Penalty: 3781.912842
	Iteration 5F: 3 clusters Score -1.428242e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -14290374.000000 Penalty: 3781.912842
	Iteration 6F: 3 clusters Score -1.429037e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -14299089.000000 Penalty: 3781.912842
	Iteration 7F: 3 clusters Score -1.429909e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -14305181.000000 Penalty: 3781.912842
	Iteration 8F: 3 clusters Score -1.430518e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 110039 members 
Entering Unmasked Estep 
Score: -14308218.000000 Penalty: 3781.912842
	Iteration 9Q: 3 clusters Score -1.430822e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -14309609.000000 Penalty: 3781.912842
	Iteration 10Q: 3 clusters Score -1.430961e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 112267 members 
Entering Unmasked Estep 
Score: -14310092.000000 Penalty: 3781.912842
	Iteration 11Q: 3 clusters Score -1.431009e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -14310301.000000 Penalty: 3781.912842
	Iteration 12Q: 3 clusters Score -1.43103e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -14310397.000000 Penalty: 3781.912842
	Iteration 13Q: 3 clusters Score -1.43104e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 112744 members 
Entering Unmasked Estep 
Score: -14310491.000000 Penalty: 3781.912842
	Iteration 14Q: 3 clusters Score -1.431049e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -14310539.000000 Penalty: 3781.912842
	Iteration 15Q: 3 clusters Score -1.431054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -14310578.000000 Penalty: 3781.912842
	Iteration 16Q: 3 clusters Score -1.431058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 112850 members 
Entering Unmasked Estep 
Score: -14310598.000000 Penalty: 3781.912842
	Iteration 17Q: 3 clusters Score -1.43106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 112861 members 
Entering Unmasked Estep 
Score: -14310620.000000 Penalty: 3781.912842
	Iteration 18Q: 3 clusters Score -1.431062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -14310616.000000 Penalty: 3781.912842
	Iteration 19Q: 3 clusters Score -1.431062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 112874 members 
Entering Unmasked Estep 
Score: -14310634.000000 Penalty: 3781.912842
	Iteration 20F: 3 clusters Score -1.431063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -14310637.000000 Penalty: 3781.912842
	Iteration 21Q: 3 clusters Score -1.431064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -14310643.000000 Penalty: 3781.912842
	Iteration 22Q: 3 clusters Score -1.431064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -14310645.000000 Penalty: 3781.912842
	Iteration 23Q: 3 clusters Score -1.431064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -14310645.000000 Penalty: 3781.912842
	Iteration 24Q: 3 clusters Score -1.431064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -14310655.000000 Penalty: 3781.912842
	Iteration 25Q: 3 clusters Score -1.431066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -14310652.000000 Penalty: 3781.912842
	Iteration 26Q: 3 clusters Score -1.431065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -14310654.000000 Penalty: 3781.912842
	Iteration 27Q: 3 clusters Score -1.431065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -14310654.000000 Penalty: 3781.912842
	Iteration 28F: 3 clusters Score -1.431065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -973526.062500 Penalty: 1456.866943
	Iteration 0F: 2 clusters Score -973526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -967628.375000 Penalty: 2913.733887
	Iteration 0F: 3 clusters Score -967628.4 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -969438.312500 Penalty: 2913.733887
	Iteration 1F: 3 clusters Score -969438.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -969628.312500 Penalty: 2913.733887
	Iteration 2F: 3 clusters Score -969628.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -969774.812500 Penalty: 2913.733887
	Iteration 3Q: 3 clusters Score -969774.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -969890.875000 Penalty: 2913.733887
	Iteration 4Q: 3 clusters Score -969890.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -970012.750000 Penalty: 2913.733887
	Iteration 5Q: 3 clusters Score -970012.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -970160.187500 Penalty: 2913.733887
	Iteration 6Q: 3 clusters Score -970160.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -970337.062500 Penalty: 2913.733887
	Iteration 7Q: 3 clusters Score -970337.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -970551.187500 Penalty: 2913.733887
	Iteration 8Q: 3 clusters Score -970551.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -970773.812500 Penalty: 2913.733887
	Iteration 9Q: 3 clusters Score -970773.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -971010.500000 Penalty: 2913.733887
	Iteration 10Q: 3 clusters Score -971010.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -971251.750000 Penalty: 2913.733887
	Iteration 11Q: 3 clusters Score -971251.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -971495.187500 Penalty: 2913.733887
	Iteration 12Q: 3 clusters Score -971495.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -971701.500000 Penalty: 2913.733887
	Iteration 13Q: 3 clusters Score -971701.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -971872.562500 Penalty: 2913.733887
	Iteration 14Q: 3 clusters Score -971872.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -971994.250000 Penalty: 2913.733887
	Iteration 15Q: 3 clusters Score -971994.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -972081.125000 Penalty: 2913.733887
	Iteration 16Q: 3 clusters Score -972081.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -972147.750000 Penalty: 2913.733887
	Iteration 17Q: 3 clusters Score -972147.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -972181.562500 Penalty: 2913.733887
	Iteration 18Q: 3 clusters Score -972181.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -972202.812500 Penalty: 2913.733887
	Iteration 19Q: 3 clusters Score -972202.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -972222.250000 Penalty: 2913.733887
	Iteration 20F: 3 clusters Score -972222.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -972242.625000 Penalty: 2913.733887
	Iteration 21Q: 3 clusters Score -972242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -972255.187500 Penalty: 2913.733887
	Iteration 22Q: 3 clusters Score -972255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -972258.937500 Penalty: 2913.733887
	Iteration 23Q: 3 clusters Score -972258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -972265.937500 Penalty: 2913.733887
	Iteration 24Q: 3 clusters Score -972265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -972267.875000 Penalty: 2913.733887
	Iteration 25Q: 3 clusters Score -972267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -972269.500000 Penalty: 2913.733887
	Iteration 26Q: 3 clusters Score -972269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -972269.500000 Penalty: 2913.733887
	Iteration 27F: 3 clusters Score -972269.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -822146.375000 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -822146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -817110.750000 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -817110.8 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -818571.937500 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -818571.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -818810.437500 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -818810.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -818973.687500 Penalty: 2862.671387
	Iteration 3F: 3 clusters Score -818973.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -819104.250000 Penalty: 2862.671387
	Iteration 4Q: 3 clusters Score -819104.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -819218.562500 Penalty: 2862.671387
	Iteration 5Q: 3 clusters Score -819218.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -819311.562500 Penalty: 2862.671387
	Iteration 6Q: 3 clusters Score -819311.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -819395.812500 Penalty: 2862.671387
	Iteration 7Q: 3 clusters Score -819395.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -819468.375000 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -819468.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -819541.250000 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -819541.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -819606.437500 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -819606.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -819684.000000 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -819684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -819771.000000 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -819771 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -819837.125000 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -819837.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -819912.250000 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -819912.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -819987.250000 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -819987.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -820065.250000 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -820065.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -820150.375000 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -820150.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -820232.500000 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -820232.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -820302.000000 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -820302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -820353.875000 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -820353.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -820406.437500 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -820406.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -820455.000000 Penalty: 2862.671387
	Iteration 22Q: 3 clusters Score -820455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -820505.562500 Penalty: 2862.671387
	Iteration 23Q: 3 clusters Score -820505.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -820560.687500 Penalty: 2862.671387
	Iteration 24Q: 3 clusters Score -820560.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -820602.500000 Penalty: 2862.671387
	Iteration 25Q: 3 clusters Score -820602.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -820633.750000 Penalty: 2862.671387
	Iteration 26Q: 3 clusters Score -820633.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -820658.937500 Penalty: 2862.671387
	Iteration 27Q: 3 clusters Score -820658.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -820678.000000 Penalty: 2862.671387
	Iteration 28Q: 3 clusters Score -820678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -820697.062500 Penalty: 2862.671387
	Iteration 29Q: 3 clusters Score -820697.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -820719.437500 Penalty: 2862.671387
	Iteration 30Q: 3 clusters Score -820719.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -820733.000000 Penalty: 2862.671387
	Iteration 31Q: 3 clusters Score -820733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -820752.687500 Penalty: 2862.671387
	Iteration 32Q: 3 clusters Score -820752.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -820763.437500 Penalty: 2862.671387
	Iteration 33Q: 3 clusters Score -820763.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -820773.812500 Penalty: 2862.671387
	Iteration 34Q: 3 clusters Score -820773.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -820789.687500 Penalty: 2862.671387
	Iteration 35Q: 3 clusters Score -820789.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -820803.750000 Penalty: 2862.671387
	Iteration 36Q: 3 clusters Score -820803.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -820821.812500 Penalty: 2862.671387
	Iteration 37Q: 3 clusters Score -820821.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -820831.437500 Penalty: 2862.671387
	Iteration 38Q: 3 clusters Score -820831.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -820839.000000 Penalty: 2862.671387
	Iteration 39Q: 3 clusters Score -820839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -820843.625000 Penalty: 2862.671387
	Iteration 40F: 3 clusters Score -820843.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -820848.937500 Penalty: 2862.671387
	Iteration 41Q: 3 clusters Score -820848.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -820852.875000 Penalty: 2862.671387
	Iteration 42Q: 3 clusters Score -820852.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -820858.750000 Penalty: 2862.671387
	Iteration 43Q: 3 clusters Score -820858.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -820863.625000 Penalty: 2862.671387
	Iteration 44Q: 3 clusters Score -820863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -820866.750000 Penalty: 2862.671387
	Iteration 45Q: 3 clusters Score -820866.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -820872.000000 Penalty: 2862.671387
	Iteration 46Q: 3 clusters Score -820872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -820878.687500 Penalty: 2862.671387
	Iteration 47Q: 3 clusters Score -820878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -820886.437500 Penalty: 2862.671387
	Iteration 48Q: 3 clusters Score -820886.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -820890.875000 Penalty: 2862.671387
	Iteration 49Q: 3 clusters Score -820890.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -820894.000000 Penalty: 2862.671387
	Iteration 50Q: 3 clusters Score -820894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -820900.312500 Penalty: 2862.671387
	Iteration 51Q: 3 clusters Score -820900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -820903.375000 Penalty: 2862.671387
	Iteration 52Q: 3 clusters Score -820903.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -820905.500000 Penalty: 2862.671387
	Iteration 53Q: 3 clusters Score -820905.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -820909.750000 Penalty: 2862.671387
	Iteration 54Q: 3 clusters Score -820909.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -820910.625000 Penalty: 2862.671387
	Iteration 55Q: 3 clusters Score -820910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -820914.062500 Penalty: 2862.671387
	Iteration 56Q: 3 clusters Score -820914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -820916.562500 Penalty: 2862.671387
	Iteration 57Q: 3 clusters Score -820916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -820919.937500 Penalty: 2862.671387
	Iteration 58Q: 3 clusters Score -820919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -820923.875000 Penalty: 2862.671387
	Iteration 59Q: 3 clusters Score -820923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -820927.812500 Penalty: 2862.671387
	Iteration 60F: 3 clusters Score -820927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -820930.562500 Penalty: 2862.671387
	Iteration 61Q: 3 clusters Score -820930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -820936.750000 Penalty: 2862.671387
	Iteration 62Q: 3 clusters Score -820936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -820942.750000 Penalty: 2862.671387
	Iteration 63Q: 3 clusters Score -820942.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -820950.125000 Penalty: 2862.671387
	Iteration 64Q: 3 clusters Score -820950.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -820958.937500 Penalty: 2862.671387
	Iteration 65Q: 3 clusters Score -820958.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -820963.500000 Penalty: 2862.671387
	Iteration 66Q: 3 clusters Score -820963.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -820973.875000 Penalty: 2862.671387
	Iteration 67Q: 3 clusters Score -820973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -820981.750000 Penalty: 2862.671387
	Iteration 68Q: 3 clusters Score -820981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -820991.625000 Penalty: 2862.671387
	Iteration 69Q: 3 clusters Score -820991.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -820999.625000 Penalty: 2862.671387
	Iteration 70Q: 3 clusters Score -820999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -821004.000000 Penalty: 2862.671387
	Iteration 71Q: 3 clusters Score -821004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -821006.125000 Penalty: 2862.671387
	Iteration 72Q: 3 clusters Score -821006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -821011.562500 Penalty: 2862.671387
	Iteration 73Q: 3 clusters Score -821011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -821015.500000 Penalty: 2862.671387
	Iteration 74Q: 3 clusters Score -821015.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -821017.125000 Penalty: 2862.671387
	Iteration 75Q: 3 clusters Score -821017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -821018.812500 Penalty: 2862.671387
	Iteration 76Q: 3 clusters Score -821018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -821022.000000 Penalty: 2862.671387
	Iteration 77Q: 3 clusters Score -821022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -821022.125000 Penalty: 2862.671387
	Iteration 78Q: 3 clusters Score -821022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -821026.562500 Penalty: 2862.671387
	Iteration 79Q: 3 clusters Score -821026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -821028.250000 Penalty: 2862.671387
	Iteration 80F: 3 clusters Score -821028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -821031.500000 Penalty: 2862.671387
	Iteration 81Q: 3 clusters Score -821031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -821036.437500 Penalty: 2862.671387
	Iteration 82Q: 3 clusters Score -821036.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -821041.687500 Penalty: 2862.671387
	Iteration 83Q: 3 clusters Score -821041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -821043.625000 Penalty: 2862.671387
	Iteration 84Q: 3 clusters Score -821043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -821048.000000 Penalty: 2862.671387
	Iteration 85Q: 3 clusters Score -821048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -821056.062500 Penalty: 2862.671387
	Iteration 86Q: 3 clusters Score -821056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -821060.125000 Penalty: 2862.671387
	Iteration 87Q: 3 clusters Score -821060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -821068.062500 Penalty: 2862.671387
	Iteration 88Q: 3 clusters Score -821068.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -821074.687500 Penalty: 2862.671387
	Iteration 89Q: 3 clusters Score -821074.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -821078.750000 Penalty: 2862.671387
	Iteration 90Q: 3 clusters Score -821078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -821082.375000 Penalty: 2862.671387
	Iteration 91Q: 3 clusters Score -821082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -821085.312500 Penalty: 2862.671387
	Iteration 92Q: 3 clusters Score -821085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -821088.687500 Penalty: 2862.671387
	Iteration 93Q: 3 clusters Score -821088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -821090.875000 Penalty: 2862.671387
	Iteration 94Q: 3 clusters Score -821090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -821093.500000 Penalty: 2862.671387
	Iteration 95Q: 3 clusters Score -821093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -821097.812500 Penalty: 2862.671387
	Iteration 96Q: 3 clusters Score -821097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -821099.250000 Penalty: 2862.671387
	Iteration 97Q: 3 clusters Score -821099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -821101.000000 Penalty: 2862.671387
	Iteration 98Q: 3 clusters Score -821101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -821103.500000 Penalty: 2862.671387
	Iteration 99Q: 3 clusters Score -821103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -821104.125000 Penalty: 2862.671387
	Iteration 100F: 3 clusters Score -821104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -821105.000000 Penalty: 2862.671387
	Iteration 101Q: 3 clusters Score -821105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -821102.812500 Penalty: 2862.671387
	Iteration 102Q: 3 clusters Score -821102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -821104.250000 Penalty: 2862.671387
	Iteration 103Q: 3 clusters Score -821104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -821104.687500 Penalty: 2862.671387
	Iteration 104Q: 3 clusters Score -821104.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -821104.687500 Penalty: 2862.671387
	Iteration 105F: 3 clusters Score -821104.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -96022.765625 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -96022.77 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 456 members 
Entering Unmasked Estep 
Score: -94758.695312 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -94758.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -95172.031250 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -95172.03 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95370.132812 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -95370.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95535.062500 Penalty: 2201.994141
	Iteration 3F: 3 clusters Score -95535.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95711.921875 Penalty: 2201.994141
	Iteration 4F: 3 clusters Score -95711.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -95818.890625 Penalty: 2201.994141
	Iteration 5F: 3 clusters Score -95818.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -95873.125000 Penalty: 2201.994141
	Iteration 6Q: 3 clusters Score -95873.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -95910.875000 Penalty: 2201.994141
	Iteration 7Q: 3 clusters Score -95910.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -95941.781250 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -95941.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95955.039062 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -95955.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95973.171875 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -95973.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95981.632812 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -95981.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95993.734375 Penalty: 2201.994141
	Iteration 12Q: 3 clusters Score -95993.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -95998.539062 Penalty: 2201.994141
	Iteration 13Q: 3 clusters Score -95998.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95999.328125 Penalty: 2201.994141
	Iteration 14Q: 3 clusters Score -95999.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95999.328125 Penalty: 2201.994141
	Iteration 15F: 3 clusters Score -95999.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Entering Unmasked Estep 
Score: -2043767.500000 Penalty: 1579.546387
	Iteration 0F: 2 clusters Score -2043768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2032319.375000 Penalty: 3159.092773
	Iteration 0F: 3 clusters Score -2032319 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2036427.875000 Penalty: 3159.092773
	Iteration 1F: 3 clusters Score -2036428 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2036903.500000 Penalty: 3159.092773
	Iteration 2F: 3 clusters Score -2036904 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2037425.750000 Penalty: 3159.092773
	Iteration 3F: 3 clusters Score -2037426 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2038052.125000 Penalty: 3159.092773
	Iteration 4F: 3 clusters Score -2038052 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2038745.875000 Penalty: 3159.092773
	Iteration 5F: 3 clusters Score -2038746 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2039419.750000 Penalty: 3159.092773
	Iteration 6F: 3 clusters Score -2039420 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2040073.625000 Penalty: 3159.092773
	Iteration 7F: 3 clusters Score -2040074 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2040581.250000 Penalty: 3159.092773
	Iteration 8F: 3 clusters Score -2040581 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2040852.125000 Penalty: 3159.092773
	Iteration 9Q: 3 clusters Score -2040852 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2041031.500000 Penalty: 3159.092773
	Iteration 10Q: 3 clusters Score -2041032 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2041163.750000 Penalty: 3159.092773
	Iteration 11Q: 3 clusters Score -2041164 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2041262.375000 Penalty: 3159.092773
	Iteration 12Q: 3 clusters Score -2041262 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2041355.750000 Penalty: 3159.092773
	Iteration 13Q: 3 clusters Score -2041356 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2041430.375000 Penalty: 3159.092773
	Iteration 14Q: 3 clusters Score -2041430 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2041504.125000 Penalty: 3159.092773
	Iteration 15Q: 3 clusters Score -2041504 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2041568.000000 Penalty: 3159.092773
	Iteration 16Q: 3 clusters Score -2041568 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2041634.375000 Penalty: 3159.092773
	Iteration 17Q: 3 clusters Score -2041634 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2041677.000000 Penalty: 3159.092773
	Iteration 18Q: 3 clusters Score -2041677 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2041712.750000 Penalty: 3159.092773
	Iteration 19Q: 3 clusters Score -2041713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2041740.500000 Penalty: 3159.092773
	Iteration 20F: 3 clusters Score -2041740 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2041776.125000 Penalty: 3159.092773
	Iteration 21Q: 3 clusters Score -2041776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2041795.250000 Penalty: 3159.092773
	Iteration 22Q: 3 clusters Score -2041795 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2041815.875000 Penalty: 3159.092773
	Iteration 23Q: 3 clusters Score -2041816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2041836.875000 Penalty: 3159.092773
	Iteration 24Q: 3 clusters Score -2041837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2041854.250000 Penalty: 3159.092773
	Iteration 25Q: 3 clusters Score -2041854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2041866.125000 Penalty: 3159.092773
	Iteration 26Q: 3 clusters Score -2041866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2041871.000000 Penalty: 3159.092773
	Iteration 27Q: 3 clusters Score -2041871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2041880.625000 Penalty: 3159.092773
	Iteration 28Q: 3 clusters Score -2041881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2041894.000000 Penalty: 3159.092773
	Iteration 29Q: 3 clusters Score -2041894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2041899.125000 Penalty: 3159.092773
	Iteration 30Q: 3 clusters Score -2041899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2041902.250000 Penalty: 3159.092773
	Iteration 31Q: 3 clusters Score -2041902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2041908.500000 Penalty: 3159.092773
	Iteration 32Q: 3 clusters Score -2041908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2041921.875000 Penalty: 3159.092773
	Iteration 33Q: 3 clusters Score -2041922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2041927.000000 Penalty: 3159.092773
	Iteration 34Q: 3 clusters Score -2041927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2041933.625000 Penalty: 3159.092773
	Iteration 35Q: 3 clusters Score -2041934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2041939.750000 Penalty: 3159.092773
	Iteration 36Q: 3 clusters Score -2041940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2041951.000000 Penalty: 3159.092773
	Iteration 37Q: 3 clusters Score -2041951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2041961.125000 Penalty: 3159.092773
	Iteration 38Q: 3 clusters Score -2041961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2041968.750000 Penalty: 3159.092773
	Iteration 39Q: 3 clusters Score -2041969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2041972.750000 Penalty: 3159.092773
	Iteration 40F: 3 clusters Score -2041973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2041986.625000 Penalty: 3159.092773
	Iteration 41Q: 3 clusters Score -2041987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2041995.000000 Penalty: 3159.092773
	Iteration 42Q: 3 clusters Score -2041995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2042006.375000 Penalty: 3159.092773
	Iteration 43Q: 3 clusters Score -2042006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2042025.750000 Penalty: 3159.092773
	Iteration 44Q: 3 clusters Score -2042026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2042043.125000 Penalty: 3159.092773
	Iteration 45Q: 3 clusters Score -2042043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2042050.375000 Penalty: 3159.092773
	Iteration 46Q: 3 clusters Score -2042050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2042074.250000 Penalty: 3159.092773
	Iteration 47Q: 3 clusters Score -2042074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2042109.625000 Penalty: 3159.092773
	Iteration 48Q: 3 clusters Score -2042110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2042165.750000 Penalty: 3159.092773
	Iteration 49Q: 3 clusters Score -2042166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2042218.375000 Penalty: 3159.092773
	Iteration 50Q: 3 clusters Score -2042218 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2042267.750000 Penalty: 3159.092773
	Iteration 51Q: 3 clusters Score -2042268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2042308.000000 Penalty: 3159.092773
	Iteration 52Q: 3 clusters Score -2042308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2042350.375000 Penalty: 3159.092773
	Iteration 53Q: 3 clusters Score -2042350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2042371.000000 Penalty: 3159.092773
	Iteration 54Q: 3 clusters Score -2042371 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2042406.000000 Penalty: 3159.092773
	Iteration 55Q: 3 clusters Score -2042406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2042420.375000 Penalty: 3159.092773
	Iteration 56Q: 3 clusters Score -2042420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2042431.125000 Penalty: 3159.092773
	Iteration 57Q: 3 clusters Score -2042431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2042445.750000 Penalty: 3159.092773
	Iteration 58Q: 3 clusters Score -2042446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2042458.875000 Penalty: 3159.092773
	Iteration 59Q: 3 clusters Score -2042459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2042477.000000 Penalty: 3159.092773
	Iteration 60F: 3 clusters Score -2042477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2042492.500000 Penalty: 3159.092773
	Iteration 61Q: 3 clusters Score -2042492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2042503.625000 Penalty: 3159.092773
	Iteration 62Q: 3 clusters Score -2042504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2042511.125000 Penalty: 3159.092773
	Iteration 63Q: 3 clusters Score -2042511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2042542.125000 Penalty: 3159.092773
	Iteration 64Q: 3 clusters Score -2042542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2042553.250000 Penalty: 3159.092773
	Iteration 65Q: 3 clusters Score -2042553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2042563.875000 Penalty: 3159.092773
	Iteration 66Q: 3 clusters Score -2042564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2042589.875000 Penalty: 3159.092773
	Iteration 67Q: 3 clusters Score -2042590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2042600.000000 Penalty: 3159.092773
	Iteration 68Q: 3 clusters Score -2042600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2042617.250000 Penalty: 3159.092773
	Iteration 69Q: 3 clusters Score -2042617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2042630.125000 Penalty: 3159.092773
	Iteration 70Q: 3 clusters Score -2042630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2042635.000000 Penalty: 3159.092773
	Iteration 71Q: 3 clusters Score -2042635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2042652.125000 Penalty: 3159.092773
	Iteration 72Q: 3 clusters Score -2042652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2042662.000000 Penalty: 3159.092773
	Iteration 73Q: 3 clusters Score -2042662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2042671.250000 Penalty: 3159.092773
	Iteration 74Q: 3 clusters Score -2042671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2042687.125000 Penalty: 3159.092773
	Iteration 75Q: 3 clusters Score -2042687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2042701.750000 Penalty: 3159.092773
	Iteration 76Q: 3 clusters Score -2042702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2042719.125000 Penalty: 3159.092773
	Iteration 77Q: 3 clusters Score -2042719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2042732.875000 Penalty: 3159.092773
	Iteration 78Q: 3 clusters Score -2042733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2042751.500000 Penalty: 3159.092773
	Iteration 79Q: 3 clusters Score -2042752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2042760.125000 Penalty: 3159.092773
	Iteration 80F: 3 clusters Score -2042760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2042769.250000 Penalty: 3159.092773
	Iteration 81Q: 3 clusters Score -2042769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2042776.750000 Penalty: 3159.092773
	Iteration 82Q: 3 clusters Score -2042777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2042777.375000 Penalty: 3159.092773
	Iteration 83Q: 3 clusters Score -2042777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2042785.625000 Penalty: 3159.092773
	Iteration 84Q: 3 clusters Score -2042786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2042790.875000 Penalty: 3159.092773
	Iteration 85Q: 3 clusters Score -2042791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2042790.250000 Penalty: 3159.092773
	Iteration 86Q: 3 clusters Score -2042790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2042788.375000 Penalty: 3159.092773
	Iteration 87Q: 3 clusters Score -2042788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2042791.750000 Penalty: 3159.092773
	Iteration 88Q: 3 clusters Score -2042792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2042796.625000 Penalty: 3159.092773
	Iteration 89Q: 3 clusters Score -2042797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2042799.625000 Penalty: 3159.092773
	Iteration 90Q: 3 clusters Score -2042800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2042803.750000 Penalty: 3159.092773
	Iteration 91Q: 3 clusters Score -2042804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2042806.000000 Penalty: 3159.092773
	Iteration 92Q: 3 clusters Score -2042806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2042807.875000 Penalty: 3159.092773
	Iteration 93Q: 3 clusters Score -2042808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2042808.375000 Penalty: 3159.092773
	Iteration 94Q: 3 clusters Score -2042808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2042809.500000 Penalty: 3159.092773
	Iteration 95Q: 3 clusters Score -2042810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2042810.625000 Penalty: 3159.092773
	Iteration 96Q: 3 clusters Score -2042811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2042810.750000 Penalty: 3159.092773
	Iteration 97Q: 3 clusters Score -2042811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2042810.750000 Penalty: 3159.092773
	Iteration 98F: 3 clusters Score -2042811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26910.474609 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -26910.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26106.250000 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -26106.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26263.960938 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -26263.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26324.503906 Penalty: 1789.232788
	Iteration 2F: 3 clusters Score -26324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26353.666016 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -26353.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26360.894531 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -26360.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26364.523438 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -26364.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26368.005859 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -26368.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26380.363281 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -26380.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26385.730469 Penalty: 1789.232788
	Iteration 8Q: 3 clusters Score -26385.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26388.699219 Penalty: 1789.232788
	Iteration 9Q: 3 clusters Score -26388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26388.699219 Penalty: 1789.232788
	Iteration 10F: 3 clusters Score -26388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -18614.613281 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -18614.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17877.972656 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -17877.97 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18263.759766 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -18263.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18419.978516 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -18419.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18488.330078 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -18488.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18518.951172 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -18518.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18534.291016 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -18534.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18546.525391 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -18546.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18553.056641 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -18553.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18564.718750 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -18564.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18567.535156 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -18567.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18570.205078 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -18570.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18571.365234 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -18571.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18573.820312 Penalty: 1918.355835
	Iteration 12F: 3 clusters Score -18573.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18619.322266 Penalty: 1918.355835
	Iteration 13Q: 3 clusters Score -18619.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18633.054688 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -18633.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18634.072266 Penalty: 1918.355835
	Iteration 15Q: 3 clusters Score -18634.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18634.072266 Penalty: 1918.355835
	Iteration 16F: 3 clusters Score -18634.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107074 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96019 members 
Mstep: Class 7 contains 105479 members 
Mstep: Class 8 contains 92047 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 96437 members 
Mstep: Class 18 contains 91927 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116458 members 
Mstep: Class 23 contains 107182 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64136 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 10979 members 
Mstep: Class 29 contains 2030 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 113171 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16652 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 227 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4844 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 139 members 
Entering Unmasked Estep 
Score: -141737808.000000 Penalty: 95283.945312
Splitting cluster 37 changes total score from -141738768.000000 to -141737808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -19064.007812 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -19064.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18399.740234 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -18399.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18689.917969 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18689.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18785.273438 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18785.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18794.107422 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18794.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18801.798828 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18801.798828 Penalty: 1827.805786
	Iteration 5F: 3 clusters Score -18801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -559242.562500 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -559242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -555369.875000 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -555369.9 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -556510.562500 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -556510.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -556758.687500 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -556758.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -556923.000000 Penalty: 2757.786377
	Iteration 3F: 3 clusters Score -556923 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -557042.187500 Penalty: 2757.786377
	Iteration 4Q: 3 clusters Score -557042.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -557145.625000 Penalty: 2757.786377
	Iteration 5Q: 3 clusters Score -557145.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -557252.375000 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -557252.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -557354.625000 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -557354.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -557451.000000 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -557451 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -557569.187500 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -557569.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -557676.062500 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -557676.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -557763.375000 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -557763.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -557858.062500 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -557858.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -557956.187500 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -557956.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -558038.062500 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -558038.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -558108.250000 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -558108.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -558164.250000 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -558164.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -558225.687500 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -558225.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -558264.562500 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -558264.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -558296.125000 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -558296.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -558320.437500 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -558320.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -558341.687500 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -558341.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -558352.812500 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -558352.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -558359.500000 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -558359.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -558366.750000 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -558366.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -558373.562500 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -558373.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -558379.000000 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -558379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -558381.187500 Penalty: 2757.786377
	Iteration 27Q: 3 clusters Score -558381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -558383.312500 Penalty: 2757.786377
	Iteration 28Q: 3 clusters Score -558383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -558383.687500 Penalty: 2757.786377
	Iteration 29Q: 3 clusters Score -558383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -558387.375000 Penalty: 2757.786377
	Iteration 30Q: 3 clusters Score -558387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -558386.687500 Penalty: 2757.786377
	Iteration 31Q: 3 clusters Score -558386.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -558387.312500 Penalty: 2757.786377
	Iteration 32Q: 3 clusters Score -558387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -558388.500000 Penalty: 2757.786377
	Iteration 33Q: 3 clusters Score -558388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -558388.937500 Penalty: 2757.786377
	Iteration 34Q: 3 clusters Score -558388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -558388.937500 Penalty: 2757.786377
	Iteration 35F: 3 clusters Score -558388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -20669.025391 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -20669.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19919.927734 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -19919.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20002.703125 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -20002.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20029.115234 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -20029.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20045.734375 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -20045.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20049.101562 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -20049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20049.101562 Penalty: 1721.953125
	Iteration 5F: 3 clusters Score -20049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -837397.125000 Penalty: 1434.987061
	Iteration 0F: 2 clusters Score -837397.1 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 3420 members 
Entering Unmasked Estep 
Score: -832173.312500 Penalty: 2869.974121
	Iteration 0F: 3 clusters Score -832173.3 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -833807.187500 Penalty: 2869.974121
	Iteration 1F: 3 clusters Score -833807.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -834078.687500 Penalty: 2869.974121
	Iteration 2F: 3 clusters Score -834078.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -834300.687500 Penalty: 2869.974121
	Iteration 3F: 3 clusters Score -834300.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -834488.375000 Penalty: 2869.974121
	Iteration 4F: 3 clusters Score -834488.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -834665.437500 Penalty: 2869.974121
	Iteration 5Q: 3 clusters Score -834665.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -834846.312500 Penalty: 2869.974121
	Iteration 6Q: 3 clusters Score -834846.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -835039.312500 Penalty: 2869.974121
	Iteration 7Q: 3 clusters Score -835039.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -835254.687500 Penalty: 2869.974121
	Iteration 8Q: 3 clusters Score -835254.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -835452.875000 Penalty: 2869.974121
	Iteration 9Q: 3 clusters Score -835452.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -835631.625000 Penalty: 2869.974121
	Iteration 10Q: 3 clusters Score -835631.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -835787.937500 Penalty: 2869.974121
	Iteration 11Q: 3 clusters Score -835787.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -835917.375000 Penalty: 2869.974121
	Iteration 12Q: 3 clusters Score -835917.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -836024.000000 Penalty: 2869.974121
	Iteration 13Q: 3 clusters Score -836024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -836118.812500 Penalty: 2869.974121
	Iteration 14Q: 3 clusters Score -836118.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -836199.250000 Penalty: 2869.974121
	Iteration 15Q: 3 clusters Score -836199.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -836259.625000 Penalty: 2869.974121
	Iteration 16Q: 3 clusters Score -836259.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -836317.875000 Penalty: 2869.974121
	Iteration 17Q: 3 clusters Score -836317.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -836357.625000 Penalty: 2869.974121
	Iteration 18Q: 3 clusters Score -836357.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -836390.875000 Penalty: 2869.974121
	Iteration 19Q: 3 clusters Score -836390.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -836434.562500 Penalty: 2869.974121
	Iteration 20F: 3 clusters Score -836434.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -836473.062500 Penalty: 2869.974121
	Iteration 21Q: 3 clusters Score -836473.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -836525.312500 Penalty: 2869.974121
	Iteration 22Q: 3 clusters Score -836525.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -836584.187500 Penalty: 2869.974121
	Iteration 23Q: 3 clusters Score -836584.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -836659.250000 Penalty: 2869.974121
	Iteration 24Q: 3 clusters Score -836659.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -836743.812500 Penalty: 2869.974121
	Iteration 25Q: 3 clusters Score -836743.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -836794.437500 Penalty: 2869.974121
	Iteration 26Q: 3 clusters Score -836794.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -836818.125000 Penalty: 2869.974121
	Iteration 27Q: 3 clusters Score -836818.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -836830.437500 Penalty: 2869.974121
	Iteration 28Q: 3 clusters Score -836830.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -836841.187500 Penalty: 2869.974121
	Iteration 29Q: 3 clusters Score -836841.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -836854.250000 Penalty: 2869.974121
	Iteration 30Q: 3 clusters Score -836854.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -836862.375000 Penalty: 2869.974121
	Iteration 31Q: 3 clusters Score -836862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -836866.500000 Penalty: 2869.974121
	Iteration 32Q: 3 clusters Score -836866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -836871.750000 Penalty: 2869.974121
	Iteration 33Q: 3 clusters Score -836871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -836877.125000 Penalty: 2869.974121
	Iteration 34Q: 3 clusters Score -836877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -836880.375000 Penalty: 2869.974121
	Iteration 35Q: 3 clusters Score -836880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -836880.625000 Penalty: 2869.974121
	Iteration 36Q: 3 clusters Score -836880.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -836883.000000 Penalty: 2869.974121
	Iteration 37Q: 3 clusters Score -836883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -836885.187500 Penalty: 2869.974121
	Iteration 38Q: 3 clusters Score -836885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -836885.187500 Penalty: 2869.974121
	Iteration 39Q: 3 clusters Score -836885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -836885.125000 Penalty: 2869.974121
	Iteration 40F: 3 clusters Score -836885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -836886.500000 Penalty: 2869.974121
	Iteration 41Q: 3 clusters Score -836886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -836887.937500 Penalty: 2869.974121
	Iteration 42Q: 3 clusters Score -836887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -836888.812500 Penalty: 2869.974121
	Iteration 43Q: 3 clusters Score -836888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -836891.437500 Penalty: 2869.974121
	Iteration 44Q: 3 clusters Score -836891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -836891.687500 Penalty: 2869.974121
	Iteration 45Q: 3 clusters Score -836891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -836892.812500 Penalty: 2869.974121
	Iteration 46Q: 3 clusters Score -836892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -836893.687500 Penalty: 2869.974121
	Iteration 47Q: 3 clusters Score -836893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -836893.937500 Penalty: 2869.974121
	Iteration 48Q: 3 clusters Score -836893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -836893.937500 Penalty: 2869.974121
	Iteration 49F: 3 clusters Score -836893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 107074 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96019 members 
Mstep: Class 7 contains 105479 members 
Mstep: Class 8 contains 92047 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 96437 members 
Mstep: Class 18 contains 91927 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 116458 members 
Mstep: Class 23 contains 107182 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64136 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 10979 members 
Mstep: Class 29 contains 2030 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 113171 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16652 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4844 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739136.000000 Penalty: 93015.281250
Iteration 279Q: 42 clusters Score -1.417391e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 107030 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96087 members 
Mstep: Class 7 contains 105509 members 
Mstep: Class 8 contains 92108 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7331 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8632 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 7431 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 96408 members 
Mstep: Class 18 contains 91992 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 116463 members 
Mstep: Class 23 contains 107143 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64165 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 10951 members 
Mstep: Class 29 contains 2032 members 
Mstep: Class 30 contains 2002 members 
Mstep: Class 31 contains 113133 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 6694 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16645 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4836 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739408.000000 Penalty: 93015.281250
Iteration 280F: 42 clusters Score -1.417394e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 106951 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 96204 members 
Mstep: Class 7 contains 105550 members 
Mstep: Class 8 contains 92155 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7338 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8660 members 
Mstep: Class 13 contains 14624 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 41442 members 
Mstep: Class 17 contains 96369 members 
Mstep: Class 18 contains 92057 members 
Mstep: Class 19 contains 1967 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116492 members 
Mstep: Class 23 contains 107094 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64199 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15937 members 
Mstep: Class 28 contains 10943 members 
Mstep: Class 29 contains 2038 members 
Mstep: Class 30 contains 1998 members 
Mstep: Class 31 contains 113094 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6695 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16628 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4832 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739696.000000 Penalty: 93015.281250
Iteration 281Q: 42 clusters Score -1.417397e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 106871 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 96334 members 
Mstep: Class 7 contains 105583 members 
Mstep: Class 8 contains 92180 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7341 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8697 members 
Mstep: Class 13 contains 14628 members 
Mstep: Class 14 contains 7422 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 41442 members 
Mstep: Class 17 contains 96324 members 
Mstep: Class 18 contains 92100 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116519 members 
Mstep: Class 23 contains 107039 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64235 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15843 members 
Mstep: Class 28 contains 10927 members 
Mstep: Class 29 contains 2042 members 
Mstep: Class 30 contains 1995 members 
Mstep: Class 31 contains 113058 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6696 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16618 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4826 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739840.000000 Penalty: 93015.281250
Iteration 282Q: 42 clusters Score -1.417398e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106796 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 96481 members 
Mstep: Class 7 contains 105609 members 
Mstep: Class 8 contains 92221 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8719 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 7412 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 96269 members 
Mstep: Class 18 contains 92143 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116527 members 
Mstep: Class 23 contains 107002 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64260 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15762 members 
Mstep: Class 28 contains 10911 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1991 members 
Mstep: Class 31 contains 113029 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6690 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16604 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4829 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739872.000000 Penalty: 93015.281250
Iteration 283Q: 42 clusters Score -1.417399e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106731 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 96641 members 
Mstep: Class 7 contains 105632 members 
Mstep: Class 8 contains 92242 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7346 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 7406 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41430 members 
Mstep: Class 17 contains 96216 members 
Mstep: Class 18 contains 92187 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116528 members 
Mstep: Class 23 contains 106954 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64302 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15678 members 
Mstep: Class 28 contains 10907 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 112987 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16595 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4829 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740160.000000 Penalty: 93015.281250
Iteration 284Q: 42 clusters Score -1.417402e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106663 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 96841 members 
Mstep: Class 7 contains 105660 members 
Mstep: Class 8 contains 92255 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 14638 members 
Mstep: Class 14 contains 7403 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41429 members 
Mstep: Class 17 contains 96158 members 
Mstep: Class 18 contains 92227 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116493 members 
Mstep: Class 23 contains 106896 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64351 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15615 members 
Mstep: Class 28 contains 10894 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 112927 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6688 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16586 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740064.000000 Penalty: 93015.281250
Iteration 285Q: 42 clusters Score -1.417401e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106623 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 97067 members 
Mstep: Class 7 contains 105685 members 
Mstep: Class 8 contains 92240 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 14643 members 
Mstep: Class 14 contains 7403 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 41425 members 
Mstep: Class 17 contains 96073 members 
Mstep: Class 18 contains 92264 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116475 members 
Mstep: Class 23 contains 106821 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64396 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15564 members 
Mstep: Class 28 contains 10884 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1984 members 
Mstep: Class 31 contains 112879 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6682 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16570 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4832 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740288.000000 Penalty: 93015.281250
Iteration 286Q: 42 clusters Score -1.417403e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106585 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 97313 members 
Mstep: Class 7 contains 105709 members 
Mstep: Class 8 contains 92215 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7360 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8784 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 95989 members 
Mstep: Class 18 contains 92299 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116423 members 
Mstep: Class 23 contains 106785 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64435 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15528 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 112827 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6675 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16551 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740448.000000 Penalty: 93015.281250
Iteration 287Q: 42 clusters Score -1.417404e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106539 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 97583 members 
Mstep: Class 7 contains 105732 members 
Mstep: Class 8 contains 92202 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7363 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 7401 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41399 members 
Mstep: Class 17 contains 95871 members 
Mstep: Class 18 contains 92333 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116390 members 
Mstep: Class 23 contains 106746 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64479 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15494 members 
Mstep: Class 28 contains 10859 members 
Mstep: Class 29 contains 2042 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 112787 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6669 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16527 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4828 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740352.000000 Penalty: 93015.281250
Iteration 288Q: 42 clusters Score -1.417404e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106471 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 97839 members 
Mstep: Class 7 contains 105757 members 
Mstep: Class 8 contains 92196 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 7396 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 41376 members 
Mstep: Class 17 contains 95758 members 
Mstep: Class 18 contains 92374 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116369 members 
Mstep: Class 23 contains 106698 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64537 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15459 members 
Mstep: Class 28 contains 10842 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 112753 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6666 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16503 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740464.000000 Penalty: 93015.281250
Iteration 289Q: 42 clusters Score -1.417405e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106403 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 98139 members 
Mstep: Class 7 contains 105769 members 
Mstep: Class 8 contains 92191 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 14657 members 
Mstep: Class 14 contains 7390 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 17 contains 95668 members 
Mstep: Class 18 contains 92422 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116312 members 
Mstep: Class 23 contains 106632 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64586 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15428 members 
Mstep: Class 28 contains 10833 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 112692 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6663 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16487 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4836 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740512.000000 Penalty: 93015.281250
Iteration 290Q: 42 clusters Score -1.417405e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 106324 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 98439 members 
Mstep: Class 7 contains 105793 members 
Mstep: Class 8 contains 92172 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7385 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8786 members 
Mstep: Class 13 contains 14657 members 
Mstep: Class 14 contains 7386 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 41338 members 
Mstep: Class 17 contains 95550 members 
Mstep: Class 18 contains 92469 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116256 members 
Mstep: Class 23 contains 106587 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64645 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 10818 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1984 members 
Mstep: Class 31 contains 112645 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6664 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16475 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4839 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740672.000000 Penalty: 93015.281250
Iteration 291Q: 42 clusters Score -1.417407e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 106278 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 98719 members 
Mstep: Class 7 contains 105805 members 
Mstep: Class 8 contains 92152 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 41316 members 
Mstep: Class 17 contains 95427 members 
Mstep: Class 18 contains 92495 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116200 members 
Mstep: Class 23 contains 106534 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64708 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15369 members 
Mstep: Class 28 contains 10817 members 
Mstep: Class 29 contains 2044 members 
Mstep: Class 30 contains 1984 members 
Mstep: Class 31 contains 112609 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6667 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16472 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4837 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740800.000000 Penalty: 93015.281250
Iteration 292Q: 42 clusters Score -1.417408e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 106206 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 99030 members 
Mstep: Class 7 contains 105812 members 
Mstep: Class 8 contains 92133 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 41288 members 
Mstep: Class 17 contains 95295 members 
Mstep: Class 18 contains 92522 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 116141 members 
Mstep: Class 23 contains 106492 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64771 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15333 members 
Mstep: Class 28 contains 10825 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1984 members 
Mstep: Class 31 contains 112576 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16469 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4836 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740896.000000 Penalty: 93015.281250
Iteration 293Q: 42 clusters Score -1.417409e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 106144 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 99328 members 
Mstep: Class 7 contains 105831 members 
Mstep: Class 8 contains 92103 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8812 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 95160 members 
Mstep: Class 18 contains 92548 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 116106 members 
Mstep: Class 23 contains 106460 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64826 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15304 members 
Mstep: Class 28 contains 10817 members 
Mstep: Class 29 contains 2042 members 
Mstep: Class 30 contains 1984 members 
Mstep: Class 31 contains 112530 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16463 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4838 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740928.000000 Penalty: 93015.281250
Iteration 294Q: 42 clusters Score -1.417409e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 106082 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 99651 members 
Mstep: Class 7 contains 105854 members 
Mstep: Class 8 contains 92064 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8828 members 
Mstep: Class 13 contains 14649 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 41225 members 
Mstep: Class 17 contains 95035 members 
Mstep: Class 18 contains 92558 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116052 members 
Mstep: Class 23 contains 106432 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64880 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15272 members 
Mstep: Class 28 contains 10803 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 1983 members 
Mstep: Class 31 contains 112476 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16463 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4839 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740896.000000 Penalty: 93015.281250
Iteration 295Q: 42 clusters Score -1.417409e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 105996 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 100019 members 
Mstep: Class 7 contains 105855 members 
Mstep: Class 8 contains 92036 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8845 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 7379 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 41203 members 
Mstep: Class 17 contains 94893 members 
Mstep: Class 18 contains 92570 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115995 members 
Mstep: Class 23 contains 106386 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64924 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15258 members 
Mstep: Class 28 contains 10801 members 
Mstep: Class 29 contains 2044 members 
Mstep: Class 30 contains 1983 members 
Mstep: Class 31 contains 112433 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6672 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16449 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4839 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740960.000000 Penalty: 93015.281250
Iteration 296Q: 42 clusters Score -1.41741e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 531 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 105952 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 100381 members 
Mstep: Class 7 contains 105850 members 
Mstep: Class 8 contains 92008 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 41171 members 
Mstep: Class 17 contains 94749 members 
Mstep: Class 18 contains 92568 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115918 members 
Mstep: Class 23 contains 106354 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64969 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15247 members 
Mstep: Class 28 contains 10795 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 1983 members 
Mstep: Class 31 contains 112397 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6672 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16439 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4841 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741120.000000 Penalty: 93015.281250
Iteration 297Q: 42 clusters Score -1.417411e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 105879 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 100759 members 
Mstep: Class 7 contains 105857 members 
Mstep: Class 8 contains 91986 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8864 members 
Mstep: Class 13 contains 14658 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 94606 members 
Mstep: Class 18 contains 92590 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115858 members 
Mstep: Class 23 contains 106296 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65016 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15235 members 
Mstep: Class 28 contains 10791 members 
Mstep: Class 29 contains 2049 members 
Mstep: Class 30 contains 1982 members 
Mstep: Class 31 contains 112343 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6668 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16425 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4847 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741280.000000 Penalty: 93015.281250
Iteration 298Q: 42 clusters Score -1.417413e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 105779 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 101166 members 
Mstep: Class 7 contains 105871 members 
Mstep: Class 8 contains 91965 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7420 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 7371 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 41105 members 
Mstep: Class 17 contains 94467 members 
Mstep: Class 18 contains 92601 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115805 members 
Mstep: Class 23 contains 106238 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65069 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15213 members 
Mstep: Class 28 contains 10783 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 1981 members 
Mstep: Class 31 contains 112286 members 
Mstep: Class 32 contains 7818 members 
Mstep: Class 33 contains 6668 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16415 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4850 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741392.000000 Penalty: 93015.281250
Iteration 299Q: 42 clusters Score -1.417414e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 105673 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 101553 members 
Mstep: Class 7 contains 105890 members 
Mstep: Class 8 contains 91941 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8887 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 41076 members 
Mstep: Class 17 contains 94334 members 
Mstep: Class 18 contains 92613 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115756 members 
Mstep: Class 23 contains 106184 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65125 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15189 members 
Mstep: Class 28 contains 10780 members 
Mstep: Class 29 contains 2050 members 
Mstep: Class 30 contains 1980 members 
Mstep: Class 31 contains 112226 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16404 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4852 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741264.000000 Penalty: 93015.281250
Iteration 300F: 42 clusters Score -1.417413e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 105548 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 102025 members 
Mstep: Class 7 contains 105921 members 
Mstep: Class 8 contains 91932 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 14662 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 41042 members 
Mstep: Class 17 contains 94164 members 
Mstep: Class 18 contains 92626 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115707 members 
Mstep: Class 23 contains 106089 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65172 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15162 members 
Mstep: Class 28 contains 10775 members 
Mstep: Class 29 contains 2050 members 
Mstep: Class 30 contains 1979 members 
Mstep: Class 31 contains 112162 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 6678 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16394 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4852 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741296.000000 Penalty: 93015.281250
Iteration 301Q: 42 clusters Score -1.417413e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 105401 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 102523 members 
Mstep: Class 7 contains 105934 members 
Mstep: Class 8 contains 91930 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7437 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 14662 members 
Mstep: Class 14 contains 7362 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 17 contains 93985 members 
Mstep: Class 18 contains 92647 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115681 members 
Mstep: Class 23 contains 105989 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65197 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15132 members 
Mstep: Class 28 contains 10764 members 
Mstep: Class 29 contains 2050 members 
Mstep: Class 30 contains 1978 members 
Mstep: Class 31 contains 112115 members 
Mstep: Class 32 contains 7809 members 
Mstep: Class 33 contains 6677 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16380 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4853 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741552.000000 Penalty: 93015.281250
Iteration 302Q: 42 clusters Score -1.417416e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 105231 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 103068 members 
Mstep: Class 7 contains 105938 members 
Mstep: Class 8 contains 91915 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8920 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 7360 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40988 members 
Mstep: Class 17 contains 93804 members 
Mstep: Class 18 contains 92662 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115661 members 
Mstep: Class 23 contains 105890 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65215 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15103 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 2050 members 
Mstep: Class 30 contains 1978 members 
Mstep: Class 31 contains 112083 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 6677 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16381 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4852 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741776.000000 Penalty: 93015.281250
Iteration 303Q: 42 clusters Score -1.417418e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 105011 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 103705 members 
Mstep: Class 7 contains 105930 members 
Mstep: Class 8 contains 91866 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 14654 members 
Mstep: Class 14 contains 7357 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 40949 members 
Mstep: Class 17 contains 93624 members 
Mstep: Class 18 contains 92676 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115655 members 
Mstep: Class 23 contains 105776 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65223 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15080 members 
Mstep: Class 28 contains 10753 members 
Mstep: Class 29 contains 2052 members 
Mstep: Class 30 contains 1978 members 
Mstep: Class 31 contains 112054 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6678 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16380 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4852 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742064.000000 Penalty: 93015.281250
Iteration 304Q: 42 clusters Score -1.417421e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 104751 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 104445 members 
Mstep: Class 7 contains 105916 members 
Mstep: Class 8 contains 91816 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7462 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 7355 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40930 members 
Mstep: Class 17 contains 93444 members 
Mstep: Class 18 contains 92682 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115632 members 
Mstep: Class 23 contains 105611 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65210 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15057 members 
Mstep: Class 28 contains 10761 members 
Mstep: Class 29 contains 2052 members 
Mstep: Class 30 contains 1977 members 
Mstep: Class 31 contains 112044 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6679 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16370 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4852 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742176.000000 Penalty: 93015.281250
Iteration 305Q: 42 clusters Score -1.417422e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 104470 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 105217 members 
Mstep: Class 7 contains 105912 members 
Mstep: Class 8 contains 91774 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8932 members 
Mstep: Class 13 contains 14648 members 
Mstep: Class 14 contains 7351 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 40914 members 
Mstep: Class 17 contains 93249 members 
Mstep: Class 18 contains 92690 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115609 members 
Mstep: Class 23 contains 105438 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65219 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15035 members 
Mstep: Class 28 contains 10758 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 1975 members 
Mstep: Class 31 contains 112023 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6686 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16347 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4853 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742400.000000 Penalty: 93015.281250
Iteration 306Q: 42 clusters Score -1.417424e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 104193 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 106058 members 
Mstep: Class 7 contains 105911 members 
Mstep: Class 8 contains 91725 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7485 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8938 members 
Mstep: Class 13 contains 14648 members 
Mstep: Class 14 contains 7348 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 40905 members 
Mstep: Class 17 contains 93012 members 
Mstep: Class 18 contains 92689 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115601 members 
Mstep: Class 23 contains 105216 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65224 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 15022 members 
Mstep: Class 28 contains 10756 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 1974 members 
Mstep: Class 31 contains 111982 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 6695 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16336 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4852 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742608.000000 Penalty: 93015.281250
Iteration 307Q: 42 clusters Score -1.417426e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 103892 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 106983 members 
Mstep: Class 7 contains 105916 members 
Mstep: Class 8 contains 91668 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7494 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8947 members 
Mstep: Class 13 contains 14654 members 
Mstep: Class 14 contains 7342 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 40872 members 
Mstep: Class 17 contains 92758 members 
Mstep: Class 18 contains 92712 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115568 members 
Mstep: Class 23 contains 105008 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65211 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14992 members 
Mstep: Class 28 contains 10751 members 
Mstep: Class 29 contains 2052 members 
Mstep: Class 30 contains 1969 members 
Mstep: Class 31 contains 111954 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6702 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16323 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4853 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742528.000000 Penalty: 93015.281250
Iteration 308Q: 42 clusters Score -1.417425e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 103645 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 107870 members 
Mstep: Class 7 contains 105930 members 
Mstep: Class 8 contains 91588 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8957 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 40791 members 
Mstep: Class 17 contains 92469 members 
Mstep: Class 18 contains 92730 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115589 members 
Mstep: Class 23 contains 104807 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65217 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14971 members 
Mstep: Class 28 contains 10746 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 1968 members 
Mstep: Class 31 contains 111939 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6703 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16310 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4854 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742640.000000 Penalty: 93015.281250
Iteration 309Q: 42 clusters Score -1.417426e+08 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 103336 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 108832 members 
Mstep: Class 7 contains 105949 members 
Mstep: Class 8 contains 91504 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8963 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 7333 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40687 members 
Mstep: Class 17 contains 92179 members 
Mstep: Class 18 contains 92744 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115626 members 
Mstep: Class 23 contains 104588 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65229 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14943 members 
Mstep: Class 28 contains 10745 members 
Mstep: Class 29 contains 2050 members 
Mstep: Class 30 contains 1967 members 
Mstep: Class 31 contains 111921 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6703 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16288 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4859 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742864.000000 Penalty: 93015.281250
Iteration 310Q: 42 clusters Score -1.417429e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 103018 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 109743 members 
Mstep: Class 7 contains 105966 members 
Mstep: Class 8 contains 91427 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40542 members 
Mstep: Class 17 contains 91862 members 
Mstep: Class 18 contains 92761 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115688 members 
Mstep: Class 23 contains 104390 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65266 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14922 members 
Mstep: Class 28 contains 10737 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 1965 members 
Mstep: Class 31 contains 111932 members 
Mstep: Class 32 contains 7808 members 
Mstep: Class 33 contains 6700 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16280 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4863 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 6998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742624.000000 Penalty: 93015.281250
Iteration 311Q: 42 clusters Score -1.417426e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 102747 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 110618 members 
Mstep: Class 7 contains 106005 members 
Mstep: Class 8 contains 91363 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8984 members 
Mstep: Class 13 contains 14666 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40371 members 
Mstep: Class 17 contains 91545 members 
Mstep: Class 18 contains 92781 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115771 members 
Mstep: Class 23 contains 104183 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65293 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14896 members 
Mstep: Class 28 contains 10721 members 
Mstep: Class 29 contains 2057 members 
Mstep: Class 30 contains 1962 members 
Mstep: Class 31 contains 111915 members 
Mstep: Class 32 contains 7808 members 
Mstep: Class 33 contains 6707 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16283 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4865 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742384.000000 Penalty: 93015.281250
Iteration 312Q: 42 clusters Score -1.417424e+08 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 102595 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111309 members 
Mstep: Class 7 contains 106031 members 
Mstep: Class 8 contains 91332 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 8998 members 
Mstep: Class 13 contains 14658 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 40195 members 
Mstep: Class 17 contains 91269 members 
Mstep: Class 18 contains 92805 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115864 members 
Mstep: Class 23 contains 103988 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65291 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14877 members 
Mstep: Class 28 contains 10709 members 
Mstep: Class 29 contains 2059 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 111921 members 
Mstep: Class 32 contains 7812 members 
Mstep: Class 33 contains 6711 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16280 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4862 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741936.000000 Penalty: 93015.281250
Iteration 313Q: 42 clusters Score -1.417419e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 102587 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111740 members 
Mstep: Class 7 contains 106060 members 
Mstep: Class 8 contains 91321 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9009 members 
Mstep: Class 13 contains 14660 members 
Mstep: Class 14 contains 7324 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 40047 members 
Mstep: Class 17 contains 91044 members 
Mstep: Class 18 contains 92826 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115897 members 
Mstep: Class 23 contains 103863 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65281 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14864 members 
Mstep: Class 28 contains 10696 members 
Mstep: Class 29 contains 2060 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 111916 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 6718 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 16283 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4866 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742096.000000 Penalty: 93015.281250
Iteration 314Q: 42 clusters Score -1.417421e+08 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 102520 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112060 members 
Mstep: Class 7 contains 106091 members 
Mstep: Class 8 contains 91351 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7571 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9022 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 39922 members 
Mstep: Class 17 contains 90808 members 
Mstep: Class 18 contains 92852 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115980 members 
Mstep: Class 23 contains 103776 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65270 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14845 members 
Mstep: Class 28 contains 10689 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 1953 members 
Mstep: Class 31 contains 111938 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 6725 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16296 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4870 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741504.000000 Penalty: 93015.281250
Iteration 315Q: 42 clusters Score -1.417415e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 102575 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112214 members 
Mstep: Class 7 contains 106110 members 
Mstep: Class 8 contains 91407 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9030 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 39796 members 
Mstep: Class 17 contains 90590 members 
Mstep: Class 18 contains 92889 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116070 members 
Mstep: Class 23 contains 103755 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65250 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 10675 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 1946 members 
Mstep: Class 31 contains 111913 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 6731 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16309 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4872 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741536.000000 Penalty: 93015.281250
Iteration 316Q: 42 clusters Score -1.417415e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 102648 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112337 members 
Mstep: Class 7 contains 106132 members 
Mstep: Class 8 contains 91461 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7589 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9030 members 
Mstep: Class 13 contains 14637 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 39686 members 
Mstep: Class 17 contains 90375 members 
Mstep: Class 18 contains 92934 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116155 members 
Mstep: Class 23 contains 103748 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65240 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14820 members 
Mstep: Class 28 contains 10656 members 
Mstep: Class 29 contains 2064 members 
Mstep: Class 30 contains 1938 members 
Mstep: Class 31 contains 111889 members 
Mstep: Class 32 contains 7816 members 
Mstep: Class 33 contains 6730 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16303 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4872 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741488.000000 Penalty: 93015.281250
Iteration 317Q: 42 clusters Score -1.417415e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 102739 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112340 members 
Mstep: Class 7 contains 106139 members 
Mstep: Class 8 contains 91547 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 39588 members 
Mstep: Class 17 contains 90198 members 
Mstep: Class 18 contains 92969 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116252 members 
Mstep: Class 23 contains 103712 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65232 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14800 members 
Mstep: Class 28 contains 10644 members 
Mstep: Class 29 contains 2064 members 
Mstep: Class 30 contains 1929 members 
Mstep: Class 31 contains 111914 members 
Mstep: Class 32 contains 7817 members 
Mstep: Class 33 contains 6729 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16298 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4876 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740976.000000 Penalty: 93015.281250
Iteration 318Q: 42 clusters Score -1.41741e+08 nChanged 3039
Entering ConstructFrom: 
Score: -141740976.000000 Penalty: 93015.281250
Entering ConstructFrom: 
Trying to split cluster 1 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46936.402344 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -46936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45985.464844 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -45985.46 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46216.171875 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -46216.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46357.328125 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -46357.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -46408.527344 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -46408.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46464.136719 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -46464.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -46486.746094 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -46486.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -46493.812500 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -46493.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -46497.449219 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -46497.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -46512.988281 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -46512.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -46520.292969 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -46520.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -46532.574219 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -46532.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -46540.812500 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -46540.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -46546.726562 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -46546.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -46554.859375 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -46554.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -46554.859375 Penalty: 1999.638184
	Iteration 14F: 3 clusters Score -46554.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -50430.179688 Penalty: 1019.342529
	Iteration 0F: 2 clusters Score -50430.18 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 252 members 
Entering Unmasked Estep 
Score: -49408.855469 Penalty: 2038.685059
	Iteration 0F: 3 clusters Score -49408.86 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49709.093750 Penalty: 2038.685059
	Iteration 1F: 3 clusters Score -49709.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49870.425781 Penalty: 2038.685059
	Iteration 2F: 3 clusters Score -49870.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49974.292969 Penalty: 2038.685059
	Iteration 3F: 3 clusters Score -49974.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50049.589844 Penalty: 2038.685059
	Iteration 4Q: 3 clusters Score -50049.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50107.046875 Penalty: 2038.685059
	Iteration 5Q: 3 clusters Score -50107.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50143.500000 Penalty: 2038.685059
	Iteration 6Q: 3 clusters Score -50143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50169.593750 Penalty: 2038.685059
	Iteration 7Q: 3 clusters Score -50169.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50170.808594 Penalty: 2038.685059
	Iteration 8Q: 3 clusters Score -50170.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50171.574219 Penalty: 2038.685059
	Iteration 9Q: 3 clusters Score -50171.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50171.574219 Penalty: 2038.685059
	Iteration 10F: 3 clusters Score -50171.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -140085.468750 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -140085.5 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 660 members 
Entering Unmasked Estep 
Score: -138496.796875 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -138496.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138970.656250 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -138970.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -139315.890625 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -139315.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -139562.921875 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -139562.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139747.609375 Penalty: 2322.188721
	Iteration 4F: 3 clusters Score -139747.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139841.843750 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -139841.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139918.906250 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -139918.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139970.843750 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -139970.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -140014.687500 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -140014.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140045.828125 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -140045.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140072.984375 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -140073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -140089.265625 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -140089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140101.859375 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -140101.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140109.781250 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -140109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140114.109375 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -140114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140115.250000 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -140115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140115.875000 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -140115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140115.875000 Penalty: 2322.188721
	Iteration 17F: 3 clusters Score -140115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 102778 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112265 members 
Mstep: Class 7 contains 106138 members 
Mstep: Class 8 contains 91626 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 39538 members 
Mstep: Class 17 contains 90045 members 
Mstep: Class 18 contains 92994 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116368 members 
Mstep: Class 23 contains 103696 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65241 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 111919 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6729 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16318 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4880 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Mstep: Class 42 contains 604 members 
Entering Unmasked Estep 
Score: -141740048.000000 Penalty: 95283.945312
Splitting cluster 3 changes total score from -141740976.000000 to -141740048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (102778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Entering Unmasked Estep 
Score: -12979979.000000 Penalty: 1875.303101
	Iteration 0F: 2 clusters Score -1.297998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -12911337.000000 Penalty: 3750.606201
	Iteration 0F: 3 clusters Score -1.291134e+07 nChanged 49396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -12940480.000000 Penalty: 3750.606201
	Iteration 1F: 3 clusters Score -1.294048e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -12941783.000000 Penalty: 3750.606201
	Iteration 2Q: 3 clusters Score -1.294178e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -12943680.000000 Penalty: 3750.606201
	Iteration 3Q: 3 clusters Score -1.294368e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -12946187.000000 Penalty: 3750.606201
	Iteration 4Q: 3 clusters Score -1.294619e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -12949264.000000 Penalty: 3750.606201
	Iteration 5F: 3 clusters Score -1.294926e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -12953089.000000 Penalty: 3750.606201
	Iteration 6F: 3 clusters Score -1.295309e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -12957688.000000 Penalty: 3750.606201
	Iteration 7F: 3 clusters Score -1.295769e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -12962420.000000 Penalty: 3750.606201
	Iteration 8F: 3 clusters Score -1.296242e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -12966046.000000 Penalty: 3750.606201
	Iteration 9F: 3 clusters Score -1.296605e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -12967793.000000 Penalty: 3750.606201
	Iteration 10Q: 3 clusters Score -1.296779e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -12968497.000000 Penalty: 3750.606201
	Iteration 11Q: 3 clusters Score -1.29685e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -12968972.000000 Penalty: 3750.606201
	Iteration 12Q: 3 clusters Score -1.296897e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -12969390.000000 Penalty: 3750.606201
	Iteration 13Q: 3 clusters Score -1.296939e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -12969768.000000 Penalty: 3750.606201
	Iteration 14Q: 3 clusters Score -1.296977e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -12970086.000000 Penalty: 3750.606201
	Iteration 15Q: 3 clusters Score -1.297009e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -12970390.000000 Penalty: 3750.606201
	Iteration 16Q: 3 clusters Score -1.297039e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -12970645.000000 Penalty: 3750.606201
	Iteration 17Q: 3 clusters Score -1.297064e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -12970886.000000 Penalty: 3750.606201
	Iteration 18Q: 3 clusters Score -1.297089e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -12971004.000000 Penalty: 3750.606201
	Iteration 19Q: 3 clusters Score -1.2971e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -12971165.000000 Penalty: 3750.606201
	Iteration 20F: 3 clusters Score -1.297116e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -12971395.000000 Penalty: 3750.606201
	Iteration 21Q: 3 clusters Score -1.29714e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -12971512.000000 Penalty: 3750.606201
	Iteration 22Q: 3 clusters Score -1.297151e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -12971614.000000 Penalty: 3750.606201
	Iteration 23Q: 3 clusters Score -1.297161e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -12971727.000000 Penalty: 3750.606201
	Iteration 24Q: 3 clusters Score -1.297173e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -12971799.000000 Penalty: 3750.606201
	Iteration 25Q: 3 clusters Score -1.29718e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -12971836.000000 Penalty: 3750.606201
	Iteration 26Q: 3 clusters Score -1.297184e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -12971899.000000 Penalty: 3750.606201
	Iteration 27Q: 3 clusters Score -1.29719e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -12971953.000000 Penalty: 3750.606201
	Iteration 28Q: 3 clusters Score -1.297195e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -12972012.000000 Penalty: 3750.606201
	Iteration 29Q: 3 clusters Score -1.297201e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -12972064.000000 Penalty: 3750.606201
	Iteration 30Q: 3 clusters Score -1.297206e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -12972072.000000 Penalty: 3750.606201
	Iteration 31Q: 3 clusters Score -1.297207e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -12972142.000000 Penalty: 3750.606201
	Iteration 32Q: 3 clusters Score -1.297214e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -12972214.000000 Penalty: 3750.606201
	Iteration 33Q: 3 clusters Score -1.297221e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -12972270.000000 Penalty: 3750.606201
	Iteration 34Q: 3 clusters Score -1.297227e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -12972257.000000 Penalty: 3750.606201
	Iteration 35Q: 3 clusters Score -1.297226e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -12972275.000000 Penalty: 3750.606201
	Iteration 36Q: 3 clusters Score -1.297228e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -12972332.000000 Penalty: 3750.606201
	Iteration 37Q: 3 clusters Score -1.297233e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -12972372.000000 Penalty: 3750.606201
	Iteration 38Q: 3 clusters Score -1.297237e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -12972411.000000 Penalty: 3750.606201
	Iteration 39Q: 3 clusters Score -1.297241e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -12972413.000000 Penalty: 3750.606201
	Iteration 40F: 3 clusters Score -1.297241e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -12972466.000000 Penalty: 3750.606201
	Iteration 41Q: 3 clusters Score -1.297247e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -12972458.000000 Penalty: 3750.606201
	Iteration 42Q: 3 clusters Score -1.297246e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -12972441.000000 Penalty: 3750.606201
	Iteration 43Q: 3 clusters Score -1.297244e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -12972488.000000 Penalty: 3750.606201
	Iteration 44Q: 3 clusters Score -1.297249e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -12972510.000000 Penalty: 3750.606201
	Iteration 45Q: 3 clusters Score -1.297251e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -12972565.000000 Penalty: 3750.606201
	Iteration 46Q: 3 clusters Score -1.297256e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -12972606.000000 Penalty: 3750.606201
	Iteration 47Q: 3 clusters Score -1.297261e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -12972642.000000 Penalty: 3750.606201
	Iteration 48Q: 3 clusters Score -1.297264e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -12972665.000000 Penalty: 3750.606201
	Iteration 49Q: 3 clusters Score -1.297266e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -12972700.000000 Penalty: 3750.606201
	Iteration 50Q: 3 clusters Score -1.29727e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -12972741.000000 Penalty: 3750.606201
	Iteration 51Q: 3 clusters Score -1.297274e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -12972762.000000 Penalty: 3750.606201
	Iteration 52Q: 3 clusters Score -1.297276e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -12972821.000000 Penalty: 3750.606201
	Iteration 53Q: 3 clusters Score -1.297282e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -12972864.000000 Penalty: 3750.606201
	Iteration 54Q: 3 clusters Score -1.297286e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -12972858.000000 Penalty: 3750.606201
	Iteration 55Q: 3 clusters Score -1.297286e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -12972870.000000 Penalty: 3750.606201
	Iteration 56Q: 3 clusters Score -1.297287e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -12972885.000000 Penalty: 3750.606201
	Iteration 57Q: 3 clusters Score -1.297288e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -12972927.000000 Penalty: 3750.606201
	Iteration 58Q: 3 clusters Score -1.297293e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -12972999.000000 Penalty: 3750.606201
	Iteration 59Q: 3 clusters Score -1.2973e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -12973017.000000 Penalty: 3750.606201
	Iteration 60F: 3 clusters Score -1.297302e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -12973067.000000 Penalty: 3750.606201
	Iteration 61Q: 3 clusters Score -1.297307e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -12973145.000000 Penalty: 3750.606201
	Iteration 62Q: 3 clusters Score -1.297314e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -12973191.000000 Penalty: 3750.606201
	Iteration 63Q: 3 clusters Score -1.297319e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -12973261.000000 Penalty: 3750.606201
	Iteration 64Q: 3 clusters Score -1.297326e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -12973290.000000 Penalty: 3750.606201
	Iteration 65Q: 3 clusters Score -1.297329e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -12973356.000000 Penalty: 3750.606201
	Iteration 66Q: 3 clusters Score -1.297336e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -12973389.000000 Penalty: 3750.606201
	Iteration 67Q: 3 clusters Score -1.297339e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -12973484.000000 Penalty: 3750.606201
	Iteration 68Q: 3 clusters Score -1.297348e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -12973506.000000 Penalty: 3750.606201
	Iteration 69Q: 3 clusters Score -1.297351e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -12973562.000000 Penalty: 3750.606201
	Iteration 70Q: 3 clusters Score -1.297356e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -12973633.000000 Penalty: 3750.606201
	Iteration 71Q: 3 clusters Score -1.297363e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -12973633.000000 Penalty: 3750.606201
	Iteration 72Q: 3 clusters Score -1.297363e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -12973686.000000 Penalty: 3750.606201
	Iteration 73Q: 3 clusters Score -1.297369e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -12973826.000000 Penalty: 3750.606201
	Iteration 74Q: 3 clusters Score -1.297383e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -12973921.000000 Penalty: 3750.606201
	Iteration 75Q: 3 clusters Score -1.297392e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -12973979.000000 Penalty: 3750.606201
	Iteration 76Q: 3 clusters Score -1.297398e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -12974040.000000 Penalty: 3750.606201
	Iteration 77Q: 3 clusters Score -1.297404e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -12974106.000000 Penalty: 3750.606201
	Iteration 78Q: 3 clusters Score -1.297411e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -12974215.000000 Penalty: 3750.606201
	Iteration 79Q: 3 clusters Score -1.297422e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -12974258.000000 Penalty: 3750.606201
	Iteration 80F: 3 clusters Score -1.297426e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -12974323.000000 Penalty: 3750.606201
	Iteration 81Q: 3 clusters Score -1.297432e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -12974426.000000 Penalty: 3750.606201
	Iteration 82Q: 3 clusters Score -1.297443e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -12974545.000000 Penalty: 3750.606201
	Iteration 83Q: 3 clusters Score -1.297454e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -12974638.000000 Penalty: 3750.606201
	Iteration 84Q: 3 clusters Score -1.297464e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -12974675.000000 Penalty: 3750.606201
	Iteration 85Q: 3 clusters Score -1.297468e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -12974734.000000 Penalty: 3750.606201
	Iteration 86Q: 3 clusters Score -1.297473e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -12974811.000000 Penalty: 3750.606201
	Iteration 87Q: 3 clusters Score -1.297481e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -12974888.000000 Penalty: 3750.606201
	Iteration 88Q: 3 clusters Score -1.297489e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -12974968.000000 Penalty: 3750.606201
	Iteration 89Q: 3 clusters Score -1.297497e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -12975063.000000 Penalty: 3750.606201
	Iteration 90Q: 3 clusters Score -1.297506e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -12975146.000000 Penalty: 3750.606201
	Iteration 91Q: 3 clusters Score -1.297515e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -12975208.000000 Penalty: 3750.606201
	Iteration 92Q: 3 clusters Score -1.297521e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -12975294.000000 Penalty: 3750.606201
	Iteration 93Q: 3 clusters Score -1.297529e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -12975384.000000 Penalty: 3750.606201
	Iteration 94Q: 3 clusters Score -1.297538e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -12975433.000000 Penalty: 3750.606201
	Iteration 95Q: 3 clusters Score -1.297543e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -12975435.000000 Penalty: 3750.606201
	Iteration 96Q: 3 clusters Score -1.297544e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -12975507.000000 Penalty: 3750.606201
	Iteration 97Q: 3 clusters Score -1.297551e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -12975554.000000 Penalty: 3750.606201
	Iteration 98Q: 3 clusters Score -1.297555e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -12975629.000000 Penalty: 3750.606201
	Iteration 99Q: 3 clusters Score -1.297563e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -12975698.000000 Penalty: 3750.606201
	Iteration 100F: 3 clusters Score -1.29757e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -12975710.000000 Penalty: 3750.606201
	Iteration 101Q: 3 clusters Score -1.297571e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -12975776.000000 Penalty: 3750.606201
	Iteration 102Q: 3 clusters Score -1.297578e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -12975887.000000 Penalty: 3750.606201
	Iteration 103Q: 3 clusters Score -1.297589e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -12975967.000000 Penalty: 3750.606201
	Iteration 104Q: 3 clusters Score -1.297597e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -12976038.000000 Penalty: 3750.606201
	Iteration 105Q: 3 clusters Score -1.297604e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -12976105.000000 Penalty: 3750.606201
	Iteration 106Q: 3 clusters Score -1.29761e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -12976193.000000 Penalty: 3750.606201
	Iteration 107Q: 3 clusters Score -1.297619e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -12976262.000000 Penalty: 3750.606201
	Iteration 108Q: 3 clusters Score -1.297626e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -12976347.000000 Penalty: 3750.606201
	Iteration 109Q: 3 clusters Score -1.297635e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -12976412.000000 Penalty: 3750.606201
	Iteration 110Q: 3 clusters Score -1.297641e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -12976442.000000 Penalty: 3750.606201
	Iteration 111Q: 3 clusters Score -1.297644e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -12976519.000000 Penalty: 3750.606201
	Iteration 112Q: 3 clusters Score -1.297652e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -12976563.000000 Penalty: 3750.606201
	Iteration 113Q: 3 clusters Score -1.297656e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -12976635.000000 Penalty: 3750.606201
	Iteration 114Q: 3 clusters Score -1.297664e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -12976683.000000 Penalty: 3750.606201
	Iteration 115Q: 3 clusters Score -1.297668e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -12976733.000000 Penalty: 3750.606201
	Iteration 116Q: 3 clusters Score -1.297673e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -12976775.000000 Penalty: 3750.606201
	Iteration 117Q: 3 clusters Score -1.297678e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -12976850.000000 Penalty: 3750.606201
	Iteration 118Q: 3 clusters Score -1.297685e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -12976924.000000 Penalty: 3750.606201
	Iteration 119Q: 3 clusters Score -1.297692e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -12977002.000000 Penalty: 3750.606201
	Iteration 120F: 3 clusters Score -1.2977e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -12977044.000000 Penalty: 3750.606201
	Iteration 121Q: 3 clusters Score -1.297704e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -12977074.000000 Penalty: 3750.606201
	Iteration 122Q: 3 clusters Score -1.297707e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -12977086.000000 Penalty: 3750.606201
	Iteration 123Q: 3 clusters Score -1.297709e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -12977145.000000 Penalty: 3750.606201
	Iteration 124Q: 3 clusters Score -1.297714e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -12977180.000000 Penalty: 3750.606201
	Iteration 125Q: 3 clusters Score -1.297718e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -12977184.000000 Penalty: 3750.606201
	Iteration 126Q: 3 clusters Score -1.297718e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -12977206.000000 Penalty: 3750.606201
	Iteration 127Q: 3 clusters Score -1.297721e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -12977223.000000 Penalty: 3750.606201
	Iteration 128Q: 3 clusters Score -1.297722e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -12977223.000000 Penalty: 3750.606201
	Iteration 129Q: 3 clusters Score -1.297722e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -12977255.000000 Penalty: 3750.606201
	Iteration 130Q: 3 clusters Score -1.297726e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -12977279.000000 Penalty: 3750.606201
	Iteration 131Q: 3 clusters Score -1.297728e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -12977314.000000 Penalty: 3750.606201
	Iteration 132Q: 3 clusters Score -1.297731e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -12977324.000000 Penalty: 3750.606201
	Iteration 133Q: 3 clusters Score -1.297732e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -12977351.000000 Penalty: 3750.606201
	Iteration 134Q: 3 clusters Score -1.297735e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -12977356.000000 Penalty: 3750.606201
	Iteration 135Q: 3 clusters Score -1.297736e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -12977386.000000 Penalty: 3750.606201
	Iteration 136Q: 3 clusters Score -1.297739e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -12977416.000000 Penalty: 3750.606201
	Iteration 137Q: 3 clusters Score -1.297742e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -12977426.000000 Penalty: 3750.606201
	Iteration 138Q: 3 clusters Score -1.297743e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -12977455.000000 Penalty: 3750.606201
	Iteration 139Q: 3 clusters Score -1.297746e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -12977541.000000 Penalty: 3750.606201
	Iteration 140F: 3 clusters Score -1.297754e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -12977580.000000 Penalty: 3750.606201
	Iteration 141Q: 3 clusters Score -1.297758e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -12977615.000000 Penalty: 3750.606201
	Iteration 142Q: 3 clusters Score -1.297762e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -12977679.000000 Penalty: 3750.606201
	Iteration 143Q: 3 clusters Score -1.297768e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -12977712.000000 Penalty: 3750.606201
	Iteration 144Q: 3 clusters Score -1.297771e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -12977720.000000 Penalty: 3750.606201
	Iteration 145Q: 3 clusters Score -1.297772e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -12977740.000000 Penalty: 3750.606201
	Iteration 146Q: 3 clusters Score -1.297774e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -12977795.000000 Penalty: 3750.606201
	Iteration 147Q: 3 clusters Score -1.29778e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -12977806.000000 Penalty: 3750.606201
	Iteration 148Q: 3 clusters Score -1.297781e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -12977838.000000 Penalty: 3750.606201
	Iteration 149Q: 3 clusters Score -1.297784e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -12977880.000000 Penalty: 3750.606201
	Iteration 150Q: 3 clusters Score -1.297788e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -12977896.000000 Penalty: 3750.606201
	Iteration 151Q: 3 clusters Score -1.29779e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -12977881.000000 Penalty: 3750.606201
	Iteration 152Q: 3 clusters Score -1.297788e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -12977897.000000 Penalty: 3750.606201
	Iteration 153Q: 3 clusters Score -1.29779e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -12977924.000000 Penalty: 3750.606201
	Iteration 154Q: 3 clusters Score -1.297792e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -12977923.000000 Penalty: 3750.606201
	Iteration 155Q: 3 clusters Score -1.297792e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -12977946.000000 Penalty: 3750.606201
	Iteration 156Q: 3 clusters Score -1.297795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -12977959.000000 Penalty: 3750.606201
	Iteration 157Q: 3 clusters Score -1.297796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 94061 members 
Entering Unmasked Estep 
Score: -12977961.000000 Penalty: 3750.606201
	Iteration 158Q: 3 clusters Score -1.297796e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -12977970.000000 Penalty: 3750.606201
	Iteration 159Q: 3 clusters Score -1.297797e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -12977986.000000 Penalty: 3750.606201
	Iteration 160F: 3 clusters Score -1.297799e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -12978000.000000 Penalty: 3750.606201
	Iteration 161Q: 3 clusters Score -1.2978e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -12978017.000000 Penalty: 3750.606201
	Iteration 162Q: 3 clusters Score -1.297802e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -12978039.000000 Penalty: 3750.606201
	Iteration 163Q: 3 clusters Score -1.297804e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -12978058.000000 Penalty: 3750.606201
	Iteration 164Q: 3 clusters Score -1.297806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -12978083.000000 Penalty: 3750.606201
	Iteration 165Q: 3 clusters Score -1.297808e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -12978100.000000 Penalty: 3750.606201
	Iteration 166Q: 3 clusters Score -1.29781e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 94728 members 
Entering Unmasked Estep 
Score: -12978098.000000 Penalty: 3750.606201
	Iteration 167Q: 3 clusters Score -1.29781e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -12978120.000000 Penalty: 3750.606201
	Iteration 168Q: 3 clusters Score -1.297812e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -12978135.000000 Penalty: 3750.606201
	Iteration 169Q: 3 clusters Score -1.297814e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -12978164.000000 Penalty: 3750.606201
	Iteration 170Q: 3 clusters Score -1.297816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -12978157.000000 Penalty: 3750.606201
	Iteration 171Q: 3 clusters Score -1.297816e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -12978170.000000 Penalty: 3750.606201
	Iteration 172Q: 3 clusters Score -1.297817e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -12978209.000000 Penalty: 3750.606201
	Iteration 173Q: 3 clusters Score -1.297821e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -12978226.000000 Penalty: 3750.606201
	Iteration 174Q: 3 clusters Score -1.297823e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -12978234.000000 Penalty: 3750.606201
	Iteration 175Q: 3 clusters Score -1.297823e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -12978266.000000 Penalty: 3750.606201
	Iteration 176Q: 3 clusters Score -1.297827e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -12978270.000000 Penalty: 3750.606201
	Iteration 177Q: 3 clusters Score -1.297827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -12978291.000000 Penalty: 3750.606201
	Iteration 178Q: 3 clusters Score -1.297829e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -12978301.000000 Penalty: 3750.606201
	Iteration 179Q: 3 clusters Score -1.29783e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -12978322.000000 Penalty: 3750.606201
	Iteration 180F: 3 clusters Score -1.297832e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
Score: -12978328.000000 Penalty: 3750.606201
	Iteration 181Q: 3 clusters Score -1.297833e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -12978344.000000 Penalty: 3750.606201
	Iteration 182Q: 3 clusters Score -1.297834e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -12978344.000000 Penalty: 3750.606201
	Iteration 183Q: 3 clusters Score -1.297834e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 96006 members 
Entering Unmasked Estep 
Score: -12978370.000000 Penalty: 3750.606201
	Iteration 184Q: 3 clusters Score -1.297837e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -12978361.000000 Penalty: 3750.606201
	Iteration 185Q: 3 clusters Score -1.297836e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -12978370.000000 Penalty: 3750.606201
	Iteration 186Q: 3 clusters Score -1.297837e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -12978394.000000 Penalty: 3750.606201
	Iteration 187Q: 3 clusters Score -1.297839e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -12978385.000000 Penalty: 3750.606201
	Iteration 188Q: 3 clusters Score -1.297838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -12978416.000000 Penalty: 3750.606201
	Iteration 189Q: 3 clusters Score -1.297842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -12978427.000000 Penalty: 3750.606201
	Iteration 190Q: 3 clusters Score -1.297843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -12978423.000000 Penalty: 3750.606201
	Iteration 191Q: 3 clusters Score -1.297842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -12978420.000000 Penalty: 3750.606201
	Iteration 192Q: 3 clusters Score -1.297842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -12978421.000000 Penalty: 3750.606201
	Iteration 193Q: 3 clusters Score -1.297842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -12978407.000000 Penalty: 3750.606201
	Iteration 194Q: 3 clusters Score -1.297841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -12978420.000000 Penalty: 3750.606201
	Iteration 195Q: 3 clusters Score -1.297842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -12978414.000000 Penalty: 3750.606201
	Iteration 196Q: 3 clusters Score -1.297841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -12978428.000000 Penalty: 3750.606201
	Iteration 197Q: 3 clusters Score -1.297843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -12978432.000000 Penalty: 3750.606201
	Iteration 198Q: 3 clusters Score -1.297843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 96526 members 
Entering Unmasked Estep 
Score: -12978433.000000 Penalty: 3750.606201
	Iteration 199Q: 3 clusters Score -1.297843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -12978437.000000 Penalty: 3750.606201
	Iteration 200F: 3 clusters Score -1.297844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -12978444.000000 Penalty: 3750.606201
	Iteration 201Q: 3 clusters Score -1.297844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -12978474.000000 Penalty: 3750.606201
	Iteration 202Q: 3 clusters Score -1.297847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -12978471.000000 Penalty: 3750.606201
	Iteration 203Q: 3 clusters Score -1.297847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -12978479.000000 Penalty: 3750.606201
	Iteration 204Q: 3 clusters Score -1.297848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 96645 members 
Entering Unmasked Estep 
Score: -12978478.000000 Penalty: 3750.606201
	Iteration 205Q: 3 clusters Score -1.297848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -12978472.000000 Penalty: 3750.606201
	Iteration 206Q: 3 clusters Score -1.297847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -12978478.000000 Penalty: 3750.606201
	Iteration 207Q: 3 clusters Score -1.297848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -12978478.000000 Penalty: 3750.606201
	Iteration 208Q: 3 clusters Score -1.297848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -12978473.000000 Penalty: 3750.606201
	Iteration 209Q: 3 clusters Score -1.297847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 96679 members 
Entering Unmasked Estep 
Score: -12978472.000000 Penalty: 3750.606201
	Iteration 210Q: 3 clusters Score -1.297847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -12978476.000000 Penalty: 3750.606201
	Iteration 211Q: 3 clusters Score -1.297848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -12978474.000000 Penalty: 3750.606201
	Iteration 212Q: 3 clusters Score -1.297847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -12978467.000000 Penalty: 3750.606201
	Iteration 213Q: 3 clusters Score -1.297847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -12978466.000000 Penalty: 3750.606201
	Iteration 214Q: 3 clusters Score -1.297847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -12978466.000000 Penalty: 3750.606201
	Iteration 215Q: 3 clusters Score -1.297847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -12978466.000000 Penalty: 3750.606201
	Iteration 216F: 3 clusters Score -1.297847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45973.683594 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -45973.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44999.058594 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -44999.06 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45170.906250 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -45170.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45219.316406 Penalty: 1961.531494
	Iteration 2Q: 3 clusters Score -45219.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45272.707031 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -45272.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45304.558594 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -45304.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45310.375000 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -45310.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45314.472656 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -45314.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45317.855469 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -45317.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45320.425781 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -45320.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45321.074219 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -45321.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45321.074219 Penalty: 1961.531494
	Iteration 10F: 3 clusters Score -45321.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Entering Unmasked Estep 
Score: -14225742.000000 Penalty: 1889.650269
	Iteration 0F: 2 clusters Score -1.422574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -14154354.000000 Penalty: 3779.300537
	Iteration 0F: 3 clusters Score -1.415435e+07 nChanged 53620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -14185617.000000 Penalty: 3779.300537
	Iteration 1F: 3 clusters Score -1.418562e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -14186235.000000 Penalty: 3779.300537
	Iteration 2Q: 3 clusters Score -1.418624e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -14186902.000000 Penalty: 3779.300537
	Iteration 3Q: 3 clusters Score -1.41869e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -14187737.000000 Penalty: 3779.300537
	Iteration 4Q: 3 clusters Score -1.418774e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -14189179.000000 Penalty: 3779.300537
	Iteration 5Q: 3 clusters Score -1.418918e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -14191125.000000 Penalty: 3779.300537
	Iteration 6Q: 3 clusters Score -1.419112e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -14194285.000000 Penalty: 3779.300537
	Iteration 7Q: 3 clusters Score -1.419428e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -14198558.000000 Penalty: 3779.300537
	Iteration 8F: 3 clusters Score -1.419856e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -14203726.000000 Penalty: 3779.300537
	Iteration 9F: 3 clusters Score -1.420373e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -14208131.000000 Penalty: 3779.300537
	Iteration 10F: 3 clusters Score -1.420813e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -14210868.000000 Penalty: 3779.300537
	Iteration 11Q: 3 clusters Score -1.421087e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -14212144.000000 Penalty: 3779.300537
	Iteration 12Q: 3 clusters Score -1.421214e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -14212771.000000 Penalty: 3779.300537
	Iteration 13Q: 3 clusters Score -1.421277e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -14213116.000000 Penalty: 3779.300537
	Iteration 14Q: 3 clusters Score -1.421312e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -14213461.000000 Penalty: 3779.300537
	Iteration 15Q: 3 clusters Score -1.421346e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -14213893.000000 Penalty: 3779.300537
	Iteration 16Q: 3 clusters Score -1.421389e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -14214208.000000 Penalty: 3779.300537
	Iteration 17Q: 3 clusters Score -1.421421e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -14214569.000000 Penalty: 3779.300537
	Iteration 18Q: 3 clusters Score -1.421457e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -14214921.000000 Penalty: 3779.300537
	Iteration 19Q: 3 clusters Score -1.421492e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -14215275.000000 Penalty: 3779.300537
	Iteration 20F: 3 clusters Score -1.421528e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -14215677.000000 Penalty: 3779.300537
	Iteration 21Q: 3 clusters Score -1.421568e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -14216014.000000 Penalty: 3779.300537
	Iteration 22Q: 3 clusters Score -1.421601e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -14216393.000000 Penalty: 3779.300537
	Iteration 23Q: 3 clusters Score -1.421639e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 97704 members 
Entering Unmasked Estep 
Score: -14216749.000000 Penalty: 3779.300537
	Iteration 24Q: 3 clusters Score -1.421675e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -14217188.000000 Penalty: 3779.300537
	Iteration 25Q: 3 clusters Score -1.421719e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -14217529.000000 Penalty: 3779.300537
	Iteration 26Q: 3 clusters Score -1.421753e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -14217870.000000 Penalty: 3779.300537
	Iteration 27Q: 3 clusters Score -1.421787e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -14218169.000000 Penalty: 3779.300537
	Iteration 28Q: 3 clusters Score -1.421817e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -14218524.000000 Penalty: 3779.300537
	Iteration 29Q: 3 clusters Score -1.421852e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -14218828.000000 Penalty: 3779.300537
	Iteration 30Q: 3 clusters Score -1.421883e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -14219156.000000 Penalty: 3779.300537
	Iteration 31Q: 3 clusters Score -1.421916e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -14219574.000000 Penalty: 3779.300537
	Iteration 32Q: 3 clusters Score -1.421957e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -14219945.000000 Penalty: 3779.300537
	Iteration 33Q: 3 clusters Score -1.421994e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -14220233.000000 Penalty: 3779.300537
	Iteration 34Q: 3 clusters Score -1.422023e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -14220522.000000 Penalty: 3779.300537
	Iteration 35Q: 3 clusters Score -1.422052e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -14220839.000000 Penalty: 3779.300537
	Iteration 36Q: 3 clusters Score -1.422084e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -14221120.000000 Penalty: 3779.300537
	Iteration 37Q: 3 clusters Score -1.422112e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -14221402.000000 Penalty: 3779.300537
	Iteration 38Q: 3 clusters Score -1.42214e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 106300 members 
Entering Unmasked Estep 
Score: -14221676.000000 Penalty: 3779.300537
	Iteration 39Q: 3 clusters Score -1.422168e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -14221956.000000 Penalty: 3779.300537
	Iteration 40F: 3 clusters Score -1.422196e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 107209 members 
Entering Unmasked Estep 
Score: -14222236.000000 Penalty: 3779.300537
	Iteration 41Q: 3 clusters Score -1.422224e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -14222504.000000 Penalty: 3779.300537
	Iteration 42Q: 3 clusters Score -1.42225e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 108027 members 
Entering Unmasked Estep 
Score: -14222738.000000 Penalty: 3779.300537
	Iteration 43Q: 3 clusters Score -1.422274e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -14222920.000000 Penalty: 3779.300537
	Iteration 44Q: 3 clusters Score -1.422292e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -14223100.000000 Penalty: 3779.300537
	Iteration 45Q: 3 clusters Score -1.42231e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -14223223.000000 Penalty: 3779.300537
	Iteration 46Q: 3 clusters Score -1.422322e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -14223411.000000 Penalty: 3779.300537
	Iteration 47Q: 3 clusters Score -1.422341e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -14223567.000000 Penalty: 3779.300537
	Iteration 48Q: 3 clusters Score -1.422357e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 109840 members 
Entering Unmasked Estep 
Score: -14223736.000000 Penalty: 3779.300537
	Iteration 49Q: 3 clusters Score -1.422374e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -14223832.000000 Penalty: 3779.300537
	Iteration 50Q: 3 clusters Score -1.422383e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -14223938.000000 Penalty: 3779.300537
	Iteration 51Q: 3 clusters Score -1.422394e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -14223992.000000 Penalty: 3779.300537
	Iteration 52Q: 3 clusters Score -1.422399e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -14224044.000000 Penalty: 3779.300537
	Iteration 53Q: 3 clusters Score -1.422404e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -14224086.000000 Penalty: 3779.300537
	Iteration 54Q: 3 clusters Score -1.422409e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -14224092.000000 Penalty: 3779.300537
	Iteration 55Q: 3 clusters Score -1.422409e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -14224105.000000 Penalty: 3779.300537
	Iteration 56Q: 3 clusters Score -1.42241e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -14224119.000000 Penalty: 3779.300537
	Iteration 57Q: 3 clusters Score -1.422412e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 110775 members 
Entering Unmasked Estep 
Score: -14224124.000000 Penalty: 3779.300537
	Iteration 58Q: 3 clusters Score -1.422412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 110818 members 
Entering Unmasked Estep 
Score: -14224181.000000 Penalty: 3779.300537
	Iteration 59Q: 3 clusters Score -1.422418e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14224172.000000 Penalty: 3779.300537
	Iteration 60F: 3 clusters Score -1.422417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 110891 members 
Entering Unmasked Estep 
Score: -14224185.000000 Penalty: 3779.300537
	Iteration 61Q: 3 clusters Score -1.422418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 110917 members 
Entering Unmasked Estep 
Score: -14224176.000000 Penalty: 3779.300537
	Iteration 62Q: 3 clusters Score -1.422418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -14224209.000000 Penalty: 3779.300537
	Iteration 63Q: 3 clusters Score -1.422421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -14224195.000000 Penalty: 3779.300537
	Iteration 64Q: 3 clusters Score -1.42242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -14224207.000000 Penalty: 3779.300537
	Iteration 65Q: 3 clusters Score -1.422421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -14224208.000000 Penalty: 3779.300537
	Iteration 66Q: 3 clusters Score -1.422421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 111011 members 
Entering Unmasked Estep 
Score: -14224213.000000 Penalty: 3779.300537
	Iteration 67Q: 3 clusters Score -1.422421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 111022 members 
Entering Unmasked Estep 
Score: -14224205.000000 Penalty: 3779.300537
	Iteration 68Q: 3 clusters Score -1.42242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -14224204.000000 Penalty: 3779.300537
	Iteration 69Q: 3 clusters Score -1.42242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -14224205.000000 Penalty: 3779.300537
	Iteration 70Q: 3 clusters Score -1.42242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 111060 members 
Entering Unmasked Estep 
Score: -14224206.000000 Penalty: 3779.300537
	Iteration 71Q: 3 clusters Score -1.422421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -14224209.000000 Penalty: 3779.300537
	Iteration 72Q: 3 clusters Score -1.422421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -14224216.000000 Penalty: 3779.300537
	Iteration 73Q: 3 clusters Score -1.422422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -14224205.000000 Penalty: 3779.300537
	Iteration 74Q: 3 clusters Score -1.42242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -14224212.000000 Penalty: 3779.300537
	Iteration 75Q: 3 clusters Score -1.422421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -14224226.000000 Penalty: 3779.300537
	Iteration 76Q: 3 clusters Score -1.422423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -14224221.000000 Penalty: 3779.300537
	Iteration 77Q: 3 clusters Score -1.422422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 111124 members 
Entering Unmasked Estep 
Score: -14224223.000000 Penalty: 3779.300537
	Iteration 78Q: 3 clusters Score -1.422422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 111131 members 
Entering Unmasked Estep 
Score: -14224217.000000 Penalty: 3779.300537
	Iteration 79Q: 3 clusters Score -1.422422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 111136 members 
Entering Unmasked Estep 
Score: -14224225.000000 Penalty: 3779.300537
	Iteration 80F: 3 clusters Score -1.422422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -14224238.000000 Penalty: 3779.300537
	Iteration 81Q: 3 clusters Score -1.422424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -14224214.000000 Penalty: 3779.300537
	Iteration 82Q: 3 clusters Score -1.422421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 111150 members 
Entering Unmasked Estep 
Score: -14224221.000000 Penalty: 3779.300537
	Iteration 83Q: 3 clusters Score -1.422422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -14224225.000000 Penalty: 3779.300537
	Iteration 84Q: 3 clusters Score -1.422422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -14224229.000000 Penalty: 3779.300537
	Iteration 85Q: 3 clusters Score -1.422423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 111164 members 
Entering Unmasked Estep 
Score: -14224235.000000 Penalty: 3779.300537
	Iteration 86Q: 3 clusters Score -1.422424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -14224242.000000 Penalty: 3779.300537
	Iteration 87Q: 3 clusters Score -1.422424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 111174 members 
Entering Unmasked Estep 
Score: -14224241.000000 Penalty: 3779.300537
	Iteration 88Q: 3 clusters Score -1.422424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -14224247.000000 Penalty: 3779.300537
	Iteration 89Q: 3 clusters Score -1.422425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -14224240.000000 Penalty: 3779.300537
	Iteration 90Q: 3 clusters Score -1.422424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -14224248.000000 Penalty: 3779.300537
	Iteration 91Q: 3 clusters Score -1.422425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -14224241.000000 Penalty: 3779.300537
	Iteration 92Q: 3 clusters Score -1.422424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14224242.000000 Penalty: 3779.300537
	Iteration 93Q: 3 clusters Score -1.422424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -14224251.000000 Penalty: 3779.300537
	Iteration 94Q: 3 clusters Score -1.422425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -14224247.000000 Penalty: 3779.300537
	Iteration 95Q: 3 clusters Score -1.422425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14224242.000000 Penalty: 3779.300537
	Iteration 96Q: 3 clusters Score -1.422424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14224242.000000 Penalty: 3779.300537
	Iteration 97F: 3 clusters Score -1.422424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Entering Unmasked Estep 
Score: -13353706.000000 Penalty: 1880.530518
	Iteration 0F: 2 clusters Score -1.335371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -13283784.000000 Penalty: 3761.061035
	Iteration 0F: 3 clusters Score -1.328378e+07 nChanged 50916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -13314148.000000 Penalty: 3761.061035
	Iteration 1F: 3 clusters Score -1.331415e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -13315866.000000 Penalty: 3761.061035
	Iteration 2Q: 3 clusters Score -1.331587e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -13319008.000000 Penalty: 3761.061035
	Iteration 3F: 3 clusters Score -1.331901e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -13324111.000000 Penalty: 3761.061035
	Iteration 4F: 3 clusters Score -1.332411e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -13330933.000000 Penalty: 3761.061035
	Iteration 5F: 3 clusters Score -1.333093e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -13337916.000000 Penalty: 3761.061035
	Iteration 6F: 3 clusters Score -1.333792e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -13343444.000000 Penalty: 3761.061035
	Iteration 7F: 3 clusters Score -1.334344e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99035 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -13347232.000000 Penalty: 3761.061035
	Iteration 8Q: 3 clusters Score -1.334723e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -13349622.000000 Penalty: 3761.061035
	Iteration 9Q: 3 clusters Score -1.334962e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13350758.000000 Penalty: 3761.061035
	Iteration 10Q: 3 clusters Score -1.335076e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -13351517.000000 Penalty: 3761.061035
	Iteration 11Q: 3 clusters Score -1.335152e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104986 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13351833.000000 Penalty: 3761.061035
	Iteration 12Q: 3 clusters Score -1.335183e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13351997.000000 Penalty: 3761.061035
	Iteration 13Q: 3 clusters Score -1.3352e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13352067.000000 Penalty: 3761.061035
	Iteration 14Q: 3 clusters Score -1.335207e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13352107.000000 Penalty: 3761.061035
	Iteration 15Q: 3 clusters Score -1.335211e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13352146.000000 Penalty: 3761.061035
	Iteration 16Q: 3 clusters Score -1.335215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13352161.000000 Penalty: 3761.061035
	Iteration 17Q: 3 clusters Score -1.335216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13352181.000000 Penalty: 3761.061035
	Iteration 18Q: 3 clusters Score -1.335218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13352201.000000 Penalty: 3761.061035
	Iteration 19Q: 3 clusters Score -1.33522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13352217.000000 Penalty: 3761.061035
	Iteration 20F: 3 clusters Score -1.335222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13352205.000000 Penalty: 3761.061035
	Iteration 21Q: 3 clusters Score -1.33522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13352200.000000 Penalty: 3761.061035
	Iteration 22Q: 3 clusters Score -1.33522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13352211.000000 Penalty: 3761.061035
	Iteration 23Q: 3 clusters Score -1.335221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13352224.000000 Penalty: 3761.061035
	Iteration 24Q: 3 clusters Score -1.335222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105612 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13352233.000000 Penalty: 3761.061035
	Iteration 25Q: 3 clusters Score -1.335223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13352229.000000 Penalty: 3761.061035
	Iteration 26Q: 3 clusters Score -1.335223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13352236.000000 Penalty: 3761.061035
	Iteration 27Q: 3 clusters Score -1.335224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13352242.000000 Penalty: 3761.061035
	Iteration 28Q: 3 clusters Score -1.335224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13352241.000000 Penalty: 3761.061035
	Iteration 29Q: 3 clusters Score -1.335224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13352239.000000 Penalty: 3761.061035
	Iteration 30Q: 3 clusters Score -1.335224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13352251.000000 Penalty: 3761.061035
	Iteration 31Q: 3 clusters Score -1.335225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13352245.000000 Penalty: 3761.061035
	Iteration 32Q: 3 clusters Score -1.335224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13352254.000000 Penalty: 3761.061035
	Iteration 33Q: 3 clusters Score -1.335225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13352258.000000 Penalty: 3761.061035
	Iteration 34Q: 3 clusters Score -1.335226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13352258.000000 Penalty: 3761.061035
	Iteration 35F: 3 clusters Score -1.335226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (91626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Entering Unmasked Estep 
Score: -11581291.000000 Penalty: 1856.638916
	Iteration 0F: 2 clusters Score -1.158129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -11520402.000000 Penalty: 3713.277832
	Iteration 0F: 3 clusters Score -1.15204e+07 nChanged 43870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -11545905.000000 Penalty: 3713.277832
	Iteration 1F: 3 clusters Score -1.15459e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -11546839.000000 Penalty: 3713.277832
	Iteration 2Q: 3 clusters Score -1.154684e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -11548423.000000 Penalty: 3713.277832
	Iteration 3Q: 3 clusters Score -1.154842e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -11550650.000000 Penalty: 3713.277832
	Iteration 4F: 3 clusters Score -1.155065e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -11554046.000000 Penalty: 3713.277832
	Iteration 5F: 3 clusters Score -1.155405e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -11558730.000000 Penalty: 3713.277832
	Iteration 6F: 3 clusters Score -1.155873e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -11564213.000000 Penalty: 3713.277832
	Iteration 7F: 3 clusters Score -1.156421e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -11569496.000000 Penalty: 3713.277832
	Iteration 8F: 3 clusters Score -1.15695e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -11572895.000000 Penalty: 3713.277832
	Iteration 9Q: 3 clusters Score -1.15729e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -11574479.000000 Penalty: 3713.277832
	Iteration 10Q: 3 clusters Score -1.157448e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -11575387.000000 Penalty: 3713.277832
	Iteration 11Q: 3 clusters Score -1.157539e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -11576111.000000 Penalty: 3713.277832
	Iteration 12Q: 3 clusters Score -1.157611e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -11576645.000000 Penalty: 3713.277832
	Iteration 13Q: 3 clusters Score -1.157664e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -11577078.000000 Penalty: 3713.277832
	Iteration 14Q: 3 clusters Score -1.157708e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -11577564.000000 Penalty: 3713.277832
	Iteration 15Q: 3 clusters Score -1.157756e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -11577980.000000 Penalty: 3713.277832
	Iteration 16Q: 3 clusters Score -1.157798e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -11578314.000000 Penalty: 3713.277832
	Iteration 17Q: 3 clusters Score -1.157831e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -11578547.000000 Penalty: 3713.277832
	Iteration 18Q: 3 clusters Score -1.157855e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -11578756.000000 Penalty: 3713.277832
	Iteration 19Q: 3 clusters Score -1.157876e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -11578961.000000 Penalty: 3713.277832
	Iteration 20F: 3 clusters Score -1.157896e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -11579170.000000 Penalty: 3713.277832
	Iteration 21Q: 3 clusters Score -1.157917e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -11579345.000000 Penalty: 3713.277832
	Iteration 22Q: 3 clusters Score -1.157934e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -11579481.000000 Penalty: 3713.277832
	Iteration 23Q: 3 clusters Score -1.157948e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -11579552.000000 Penalty: 3713.277832
	Iteration 24Q: 3 clusters Score -1.157955e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -11579689.000000 Penalty: 3713.277832
	Iteration 25Q: 3 clusters Score -1.157969e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -11579800.000000 Penalty: 3713.277832
	Iteration 26Q: 3 clusters Score -1.15798e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -11579876.000000 Penalty: 3713.277832
	Iteration 27Q: 3 clusters Score -1.157988e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -11579923.000000 Penalty: 3713.277832
	Iteration 28Q: 3 clusters Score -1.157992e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -11580017.000000 Penalty: 3713.277832
	Iteration 29Q: 3 clusters Score -1.158002e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -11580026.000000 Penalty: 3713.277832
	Iteration 30Q: 3 clusters Score -1.158003e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -11580054.000000 Penalty: 3713.277832
	Iteration 31Q: 3 clusters Score -1.158005e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11580079.000000 Penalty: 3713.277832
	Iteration 32Q: 3 clusters Score -1.158008e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11580067.000000 Penalty: 3713.277832
	Iteration 33Q: 3 clusters Score -1.158007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11580101.000000 Penalty: 3713.277832
	Iteration 34Q: 3 clusters Score -1.15801e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11580104.000000 Penalty: 3713.277832
	Iteration 35Q: 3 clusters Score -1.15801e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11580103.000000 Penalty: 3713.277832
	Iteration 36Q: 3 clusters Score -1.15801e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11580098.000000 Penalty: 3713.277832
	Iteration 37Q: 3 clusters Score -1.15801e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11580106.000000 Penalty: 3713.277832
	Iteration 38Q: 3 clusters Score -1.158011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11580122.000000 Penalty: 3713.277832
	Iteration 39Q: 3 clusters Score -1.158012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -11580121.000000 Penalty: 3713.277832
	Iteration 40F: 3 clusters Score -1.158012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -11580118.000000 Penalty: 3713.277832
	Iteration 41Q: 3 clusters Score -1.158012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11580124.000000 Penalty: 3713.277832
	Iteration 42Q: 3 clusters Score -1.158012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11580156.000000 Penalty: 3713.277832
	Iteration 43Q: 3 clusters Score -1.158016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11580155.000000 Penalty: 3713.277832
	Iteration 44Q: 3 clusters Score -1.158016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11580152.000000 Penalty: 3713.277832
	Iteration 45Q: 3 clusters Score -1.158015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -11580167.000000 Penalty: 3713.277832
	Iteration 46Q: 3 clusters Score -1.158017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11580162.000000 Penalty: 3713.277832
	Iteration 47Q: 3 clusters Score -1.158016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11580176.000000 Penalty: 3713.277832
	Iteration 48Q: 3 clusters Score -1.158018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11580178.000000 Penalty: 3713.277832
	Iteration 49Q: 3 clusters Score -1.158018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11580180.000000 Penalty: 3713.277832
	Iteration 50Q: 3 clusters Score -1.158018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11580191.000000 Penalty: 3713.277832
	Iteration 51Q: 3 clusters Score -1.158019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11580208.000000 Penalty: 3713.277832
	Iteration 52Q: 3 clusters Score -1.158021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11580197.000000 Penalty: 3713.277832
	Iteration 53Q: 3 clusters Score -1.15802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11580203.000000 Penalty: 3713.277832
	Iteration 54Q: 3 clusters Score -1.15802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11580217.000000 Penalty: 3713.277832
	Iteration 55Q: 3 clusters Score -1.158022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11580217.000000 Penalty: 3713.277832
	Iteration 56Q: 3 clusters Score -1.158022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11580211.000000 Penalty: 3713.277832
	Iteration 57Q: 3 clusters Score -1.158021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11580202.000000 Penalty: 3713.277832
	Iteration 58Q: 3 clusters Score -1.15802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11580215.000000 Penalty: 3713.277832
	Iteration 59Q: 3 clusters Score -1.158022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11580213.000000 Penalty: 3713.277832
	Iteration 60F: 3 clusters Score -1.158021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11580215.000000 Penalty: 3713.277832
	Iteration 61Q: 3 clusters Score -1.158022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11580214.000000 Penalty: 3713.277832
	Iteration 62Q: 3 clusters Score -1.158021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11580211.000000 Penalty: 3713.277832
	Iteration 63Q: 3 clusters Score -1.158021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11580227.000000 Penalty: 3713.277832
	Iteration 64Q: 3 clusters Score -1.158023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11580235.000000 Penalty: 3713.277832
	Iteration 65Q: 3 clusters Score -1.158024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11580219.000000 Penalty: 3713.277832
	Iteration 66Q: 3 clusters Score -1.158022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11580223.000000 Penalty: 3713.277832
	Iteration 67Q: 3 clusters Score -1.158022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11580218.000000 Penalty: 3713.277832
	Iteration 68Q: 3 clusters Score -1.158022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11580223.000000 Penalty: 3713.277832
	Iteration 69Q: 3 clusters Score -1.158022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11580220.000000 Penalty: 3713.277832
	Iteration 70Q: 3 clusters Score -1.158022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11580221.000000 Penalty: 3713.277832
	Iteration 71Q: 3 clusters Score -1.158022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11580224.000000 Penalty: 3713.277832
	Iteration 72Q: 3 clusters Score -1.158022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11580213.000000 Penalty: 3713.277832
	Iteration 73Q: 3 clusters Score -1.158021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11580222.000000 Penalty: 3713.277832
	Iteration 74Q: 3 clusters Score -1.158022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11580224.000000 Penalty: 3713.277832
	Iteration 75Q: 3 clusters Score -1.158022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11580224.000000 Penalty: 3713.277832
	Iteration 76F: 3 clusters Score -1.158022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -32889.996094 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -32890 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 200 members 
Entering Unmasked Estep 
Score: -31997.699219 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -31997.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32438.017578 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -32438.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32795.046875 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -32795.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32892.609375 Penalty: 1943.137817
	Iteration 3Q: 3 clusters Score -32892.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32938.839844 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -32938.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32956.136719 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -32956.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32986.144531 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -32986.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32993.292969 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -32993.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32996.371094 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -32996.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32996.371094 Penalty: 1943.137817
	Iteration 9F: 3 clusters Score -32996.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 102778 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112265 members 
Mstep: Class 7 contains 106138 members 
Mstep: Class 8 contains 91626 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 39538 members 
Mstep: Class 17 contains 90045 members 
Mstep: Class 18 contains 92994 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116368 members 
Mstep: Class 23 contains 103696 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65241 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 111919 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6729 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16318 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4880 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Mstep: Class 42 contains 268 members 
Entering Unmasked Estep 
Score: -141739856.000000 Penalty: 95283.945312
Splitting cluster 9 changes total score from -141740976.000000 to -141739856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Entering Unmasked Estep 
Score: -915139.187500 Penalty: 1452.596680
	Iteration 0F: 2 clusters Score -915139.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -909558.062500 Penalty: 2905.193359
	Iteration 0F: 3 clusters Score -909558.1 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -911719.562500 Penalty: 2905.193359
	Iteration 1F: 3 clusters Score -911719.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -912333.000000 Penalty: 2905.193359
	Iteration 2F: 3 clusters Score -912333 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -913023.375000 Penalty: 2905.193359
	Iteration 3F: 3 clusters Score -913023.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -913754.250000 Penalty: 2905.193359
	Iteration 4F: 3 clusters Score -913754.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -914299.000000 Penalty: 2905.193359
	Iteration 5F: 3 clusters Score -914299 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -914662.312500 Penalty: 2905.193359
	Iteration 6F: 3 clusters Score -914662.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -914840.125000 Penalty: 2905.193359
	Iteration 7Q: 3 clusters Score -914840.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -914931.750000 Penalty: 2905.193359
	Iteration 8Q: 3 clusters Score -914931.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -914992.625000 Penalty: 2905.193359
	Iteration 9Q: 3 clusters Score -914992.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -915033.500000 Penalty: 2905.193359
	Iteration 10Q: 3 clusters Score -915033.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -915060.500000 Penalty: 2905.193359
	Iteration 11Q: 3 clusters Score -915060.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -915082.437500 Penalty: 2905.193359
	Iteration 12Q: 3 clusters Score -915082.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -915097.625000 Penalty: 2905.193359
	Iteration 13Q: 3 clusters Score -915097.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -915114.000000 Penalty: 2905.193359
	Iteration 14Q: 3 clusters Score -915114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -915127.875000 Penalty: 2905.193359
	Iteration 15Q: 3 clusters Score -915127.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -915143.437500 Penalty: 2905.193359
	Iteration 16Q: 3 clusters Score -915143.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -915162.125000 Penalty: 2905.193359
	Iteration 17Q: 3 clusters Score -915162.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -915178.000000 Penalty: 2905.193359
	Iteration 18Q: 3 clusters Score -915178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -915185.375000 Penalty: 2905.193359
	Iteration 19Q: 3 clusters Score -915185.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -915192.312500 Penalty: 2905.193359
	Iteration 20F: 3 clusters Score -915192.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -915197.812500 Penalty: 2905.193359
	Iteration 21Q: 3 clusters Score -915197.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -915201.125000 Penalty: 2905.193359
	Iteration 22Q: 3 clusters Score -915201.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -915205.750000 Penalty: 2905.193359
	Iteration 23Q: 3 clusters Score -915205.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -915212.500000 Penalty: 2905.193359
	Iteration 24Q: 3 clusters Score -915212.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -915219.187500 Penalty: 2905.193359
	Iteration 25Q: 3 clusters Score -915219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -915221.937500 Penalty: 2905.193359
	Iteration 26Q: 3 clusters Score -915221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -915220.500000 Penalty: 2905.193359
	Iteration 27Q: 3 clusters Score -915220.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -915224.562500 Penalty: 2905.193359
	Iteration 28Q: 3 clusters Score -915224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -915226.062500 Penalty: 2905.193359
	Iteration 29Q: 3 clusters Score -915226.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -915226.437500 Penalty: 2905.193359
	Iteration 30Q: 3 clusters Score -915226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -915226.687500 Penalty: 2905.193359
	Iteration 31Q: 3 clusters Score -915226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -915227.937500 Penalty: 2905.193359
	Iteration 32Q: 3 clusters Score -915227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -915229.562500 Penalty: 2905.193359
	Iteration 33Q: 3 clusters Score -915229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -915229.750000 Penalty: 2905.193359
	Iteration 34Q: 3 clusters Score -915229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -915228.375000 Penalty: 2905.193359
	Iteration 35Q: 3 clusters Score -915228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -915230.125000 Penalty: 2905.193359
	Iteration 36Q: 3 clusters Score -915230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -915233.437500 Penalty: 2905.193359
	Iteration 37Q: 3 clusters Score -915233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -915233.875000 Penalty: 2905.193359
	Iteration 38Q: 3 clusters Score -915233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -915233.875000 Penalty: 2905.193359
	Iteration 39F: 3 clusters Score -915233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 102778 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112265 members 
Mstep: Class 7 contains 106138 members 
Mstep: Class 8 contains 91626 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 39538 members 
Mstep: Class 17 contains 90045 members 
Mstep: Class 18 contains 92994 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116368 members 
Mstep: Class 23 contains 103696 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65241 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 111919 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6729 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16318 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4880 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Mstep: Class 42 contains 6800 members 
Entering Unmasked Estep 
Score: -141739744.000000 Penalty: 95283.945312
Splitting cluster 10 changes total score from -141740976.000000 to -141739744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -30572.996094 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -30573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29787.359375 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -29787.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30140.830078 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -30140.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30295.679688 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -30295.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30353.689453 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -30353.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30378.328125 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -30378.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30445.589844 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -30445.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30476.253906 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -30476.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30496.716797 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -30496.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30510.669922 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -30510.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30510.669922 Penalty: 1927.116455
	Iteration 9F: 3 clusters Score -30510.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Entering Unmasked Estep 
Score: -1118727.125000 Penalty: 1480.405640
	Iteration 0F: 2 clusters Score -1118727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1112134.125000 Penalty: 2960.811279
	Iteration 0F: 3 clusters Score -1112134 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1114182.250000 Penalty: 2960.811279
	Iteration 1F: 3 clusters Score -1114182 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1114495.500000 Penalty: 2960.811279
	Iteration 2F: 3 clusters Score -1114496 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1114842.500000 Penalty: 2960.811279
	Iteration 3F: 3 clusters Score -1114842 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1115315.750000 Penalty: 2960.811279
	Iteration 4F: 3 clusters Score -1115316 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1115837.375000 Penalty: 2960.811279
	Iteration 5F: 3 clusters Score -1115837 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1116336.000000 Penalty: 2960.811279
	Iteration 6F: 3 clusters Score -1116336 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1116757.000000 Penalty: 2960.811279
	Iteration 7F: 3 clusters Score -1116757 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1117034.750000 Penalty: 2960.811279
	Iteration 8F: 3 clusters Score -1117035 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1117256.250000 Penalty: 2960.811279
	Iteration 9Q: 3 clusters Score -1117256 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1117421.000000 Penalty: 2960.811279
	Iteration 10Q: 3 clusters Score -1117421 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1117575.000000 Penalty: 2960.811279
	Iteration 11Q: 3 clusters Score -1117575 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1117687.000000 Penalty: 2960.811279
	Iteration 12Q: 3 clusters Score -1117687 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1117756.375000 Penalty: 2960.811279
	Iteration 13Q: 3 clusters Score -1117756 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1117801.500000 Penalty: 2960.811279
	Iteration 14Q: 3 clusters Score -1117802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1117835.250000 Penalty: 2960.811279
	Iteration 15Q: 3 clusters Score -1117835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1117861.875000 Penalty: 2960.811279
	Iteration 16Q: 3 clusters Score -1117862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1117878.625000 Penalty: 2960.811279
	Iteration 17Q: 3 clusters Score -1117879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1117887.125000 Penalty: 2960.811279
	Iteration 18Q: 3 clusters Score -1117887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1117895.375000 Penalty: 2960.811279
	Iteration 19Q: 3 clusters Score -1117895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1117899.250000 Penalty: 2960.811279
	Iteration 20F: 3 clusters Score -1117899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1117903.375000 Penalty: 2960.811279
	Iteration 21Q: 3 clusters Score -1117903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1117905.750000 Penalty: 2960.811279
	Iteration 22Q: 3 clusters Score -1117906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1117910.625000 Penalty: 2960.811279
	Iteration 23Q: 3 clusters Score -1117911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1117911.250000 Penalty: 2960.811279
	Iteration 24Q: 3 clusters Score -1117911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1117915.750000 Penalty: 2960.811279
	Iteration 25Q: 3 clusters Score -1117916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1117917.125000 Penalty: 2960.811279
	Iteration 26Q: 3 clusters Score -1117917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1117916.125000 Penalty: 2960.811279
	Iteration 27Q: 3 clusters Score -1117916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1117918.125000 Penalty: 2960.811279
	Iteration 28Q: 3 clusters Score -1117918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1117921.000000 Penalty: 2960.811279
	Iteration 29Q: 3 clusters Score -1117921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1117923.875000 Penalty: 2960.811279
	Iteration 30Q: 3 clusters Score -1117924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1117926.375000 Penalty: 2960.811279
	Iteration 31Q: 3 clusters Score -1117926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1117927.500000 Penalty: 2960.811279
	Iteration 32Q: 3 clusters Score -1117928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1117928.250000 Penalty: 2960.811279
	Iteration 33Q: 3 clusters Score -1117928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1117931.625000 Penalty: 2960.811279
	Iteration 34Q: 3 clusters Score -1117932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1117933.500000 Penalty: 2960.811279
	Iteration 35Q: 3 clusters Score -1117934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1117936.250000 Penalty: 2960.811279
	Iteration 36Q: 3 clusters Score -1117936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1117937.000000 Penalty: 2960.811279
	Iteration 37Q: 3 clusters Score -1117937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1117940.750000 Penalty: 2960.811279
	Iteration 38Q: 3 clusters Score -1117941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1117940.375000 Penalty: 2960.811279
	Iteration 39Q: 3 clusters Score -1117940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1117942.625000 Penalty: 2960.811279
	Iteration 40F: 3 clusters Score -1117943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1117945.000000 Penalty: 2960.811279
	Iteration 41Q: 3 clusters Score -1117945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1117946.750000 Penalty: 2960.811279
	Iteration 42Q: 3 clusters Score -1117947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1117951.250000 Penalty: 2960.811279
	Iteration 43Q: 3 clusters Score -1117951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1117954.250000 Penalty: 2960.811279
	Iteration 44Q: 3 clusters Score -1117954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1117957.500000 Penalty: 2960.811279
	Iteration 45Q: 3 clusters Score -1117958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1117960.250000 Penalty: 2960.811279
	Iteration 46Q: 3 clusters Score -1117960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1117966.250000 Penalty: 2960.811279
	Iteration 47Q: 3 clusters Score -1117966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1117965.750000 Penalty: 2960.811279
	Iteration 48Q: 3 clusters Score -1117966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1117968.375000 Penalty: 2960.811279
	Iteration 49Q: 3 clusters Score -1117968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1117968.250000 Penalty: 2960.811279
	Iteration 50Q: 3 clusters Score -1117968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1117975.000000 Penalty: 2960.811279
	Iteration 51Q: 3 clusters Score -1117975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1117976.250000 Penalty: 2960.811279
	Iteration 52Q: 3 clusters Score -1117976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1117973.625000 Penalty: 2960.811279
	Iteration 53Q: 3 clusters Score -1117974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1117975.875000 Penalty: 2960.811279
	Iteration 54Q: 3 clusters Score -1117976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1117978.000000 Penalty: 2960.811279
	Iteration 55Q: 3 clusters Score -1117978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1117982.125000 Penalty: 2960.811279
	Iteration 56Q: 3 clusters Score -1117982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1117984.375000 Penalty: 2960.811279
	Iteration 57Q: 3 clusters Score -1117984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1117989.750000 Penalty: 2960.811279
	Iteration 58Q: 3 clusters Score -1117990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1117992.625000 Penalty: 2960.811279
	Iteration 59Q: 3 clusters Score -1117993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1117998.875000 Penalty: 2960.811279
	Iteration 60F: 3 clusters Score -1117999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1118001.500000 Penalty: 2960.811279
	Iteration 61Q: 3 clusters Score -1118002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1118003.875000 Penalty: 2960.811279
	Iteration 62Q: 3 clusters Score -1118004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1118006.250000 Penalty: 2960.811279
	Iteration 63Q: 3 clusters Score -1118006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1118007.375000 Penalty: 2960.811279
	Iteration 64Q: 3 clusters Score -1118007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1118012.375000 Penalty: 2960.811279
	Iteration 65Q: 3 clusters Score -1118012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1118013.875000 Penalty: 2960.811279
	Iteration 66Q: 3 clusters Score -1118014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1118015.125000 Penalty: 2960.811279
	Iteration 67Q: 3 clusters Score -1118015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1118015.250000 Penalty: 2960.811279
	Iteration 68Q: 3 clusters Score -1118015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1118016.500000 Penalty: 2960.811279
	Iteration 69Q: 3 clusters Score -1118016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1118021.500000 Penalty: 2960.811279
	Iteration 70Q: 3 clusters Score -1118022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1118021.875000 Penalty: 2960.811279
	Iteration 71Q: 3 clusters Score -1118022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1118022.125000 Penalty: 2960.811279
	Iteration 72Q: 3 clusters Score -1118022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1118024.125000 Penalty: 2960.811279
	Iteration 73Q: 3 clusters Score -1118024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1118025.625000 Penalty: 2960.811279
	Iteration 74Q: 3 clusters Score -1118026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1118027.500000 Penalty: 2960.811279
	Iteration 75Q: 3 clusters Score -1118028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1118029.875000 Penalty: 2960.811279
	Iteration 76Q: 3 clusters Score -1118030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1118029.500000 Penalty: 2960.811279
	Iteration 77Q: 3 clusters Score -1118030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1118030.875000 Penalty: 2960.811279
	Iteration 78Q: 3 clusters Score -1118031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1118029.375000 Penalty: 2960.811279
	Iteration 79Q: 3 clusters Score -1118029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1118029.750000 Penalty: 2960.811279
	Iteration 80F: 3 clusters Score -1118030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1118030.375000 Penalty: 2960.811279
	Iteration 81Q: 3 clusters Score -1118030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1118032.250000 Penalty: 2960.811279
	Iteration 82Q: 3 clusters Score -1118032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1118032.125000 Penalty: 2960.811279
	Iteration 83Q: 3 clusters Score -1118032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1118033.875000 Penalty: 2960.811279
	Iteration 84Q: 3 clusters Score -1118034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1118033.875000 Penalty: 2960.811279
	Iteration 85F: 3 clusters Score -1118034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Entering Unmasked Estep 
Score: -1793430.750000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -1793431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1783308.875000 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -1783309 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1786940.625000 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -1786941 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1787288.875000 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -1787289 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1787534.625000 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -1787535 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1787737.750000 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -1787738 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1787925.000000 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -1787925 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1788101.500000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -1788102 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1788282.750000 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -1788283 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1788450.750000 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -1788451 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1788624.125000 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -1788624 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1788816.875000 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -1788817 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1789005.000000 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -1789005 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1789202.875000 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -1789203 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1789431.125000 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -1789431 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1789634.625000 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -1789635 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1789823.875000 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -1789824 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1789998.250000 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -1789998 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1790135.750000 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -1790136 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1790259.000000 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -1790259 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1790382.375000 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -1790382 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1790511.000000 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -1790511 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1790638.875000 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -1790639 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1790752.375000 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -1790752 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1790864.875000 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -1790865 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1790995.875000 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -1790996 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1791130.625000 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -1791131 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1791270.500000 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -1791270 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1791405.000000 Penalty: 3116.930664
	Iteration 27Q: 3 clusters Score -1791405 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1791508.250000 Penalty: 3116.930664
	Iteration 28Q: 3 clusters Score -1791508 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1791602.500000 Penalty: 3116.930664
	Iteration 29Q: 3 clusters Score -1791602 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1791687.375000 Penalty: 3116.930664
	Iteration 30Q: 3 clusters Score -1791687 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1791775.000000 Penalty: 3116.930664
	Iteration 31Q: 3 clusters Score -1791775 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1791836.750000 Penalty: 3116.930664
	Iteration 32Q: 3 clusters Score -1791837 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1791884.125000 Penalty: 3116.930664
	Iteration 33Q: 3 clusters Score -1791884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1791930.000000 Penalty: 3116.930664
	Iteration 34Q: 3 clusters Score -1791930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1791964.875000 Penalty: 3116.930664
	Iteration 35Q: 3 clusters Score -1791965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1791993.125000 Penalty: 3116.930664
	Iteration 36Q: 3 clusters Score -1791993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1792015.750000 Penalty: 3116.930664
	Iteration 37Q: 3 clusters Score -1792016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1792027.375000 Penalty: 3116.930664
	Iteration 38Q: 3 clusters Score -1792027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1792046.250000 Penalty: 3116.930664
	Iteration 39Q: 3 clusters Score -1792046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1792059.500000 Penalty: 3116.930664
	Iteration 40F: 3 clusters Score -1792060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1792067.750000 Penalty: 3116.930664
	Iteration 41Q: 3 clusters Score -1792068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1792078.875000 Penalty: 3116.930664
	Iteration 42Q: 3 clusters Score -1792079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1792085.125000 Penalty: 3116.930664
	Iteration 43Q: 3 clusters Score -1792085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1792086.750000 Penalty: 3116.930664
	Iteration 44Q: 3 clusters Score -1792087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1792088.250000 Penalty: 3116.930664
	Iteration 45Q: 3 clusters Score -1792088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1792090.875000 Penalty: 3116.930664
	Iteration 46Q: 3 clusters Score -1792091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1792091.500000 Penalty: 3116.930664
	Iteration 47Q: 3 clusters Score -1792092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1792098.125000 Penalty: 3116.930664
	Iteration 48Q: 3 clusters Score -1792098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1792105.125000 Penalty: 3116.930664
	Iteration 49Q: 3 clusters Score -1792105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1792112.500000 Penalty: 3116.930664
	Iteration 50Q: 3 clusters Score -1792112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1792118.750000 Penalty: 3116.930664
	Iteration 51Q: 3 clusters Score -1792119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1792122.625000 Penalty: 3116.930664
	Iteration 52Q: 3 clusters Score -1792123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1792128.250000 Penalty: 3116.930664
	Iteration 53Q: 3 clusters Score -1792128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1792134.500000 Penalty: 3116.930664
	Iteration 54Q: 3 clusters Score -1792134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1792140.750000 Penalty: 3116.930664
	Iteration 55Q: 3 clusters Score -1792141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1792145.375000 Penalty: 3116.930664
	Iteration 56Q: 3 clusters Score -1792145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1792148.875000 Penalty: 3116.930664
	Iteration 57Q: 3 clusters Score -1792149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1792148.875000 Penalty: 3116.930664
	Iteration 58F: 3 clusters Score -1792149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -864894.125000 Penalty: 1446.095459
	Iteration 0F: 2 clusters Score -864894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -859468.750000 Penalty: 2892.190918
	Iteration 0F: 3 clusters Score -859468.8 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -861314.937500 Penalty: 2892.190918
	Iteration 1F: 3 clusters Score -861314.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -861756.187500 Penalty: 2892.190918
	Iteration 2F: 3 clusters Score -861756.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -862167.687500 Penalty: 2892.190918
	Iteration 3F: 3 clusters Score -862167.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -862514.937500 Penalty: 2892.190918
	Iteration 4F: 3 clusters Score -862514.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -862826.187500 Penalty: 2892.190918
	Iteration 5F: 3 clusters Score -862826.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -863063.000000 Penalty: 2892.190918
	Iteration 6F: 3 clusters Score -863063 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -863236.625000 Penalty: 2892.190918
	Iteration 7Q: 3 clusters Score -863236.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -863375.812500 Penalty: 2892.190918
	Iteration 8Q: 3 clusters Score -863375.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -863488.562500 Penalty: 2892.190918
	Iteration 9Q: 3 clusters Score -863488.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -863596.312500 Penalty: 2892.190918
	Iteration 10Q: 3 clusters Score -863596.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -863699.062500 Penalty: 2892.190918
	Iteration 11Q: 3 clusters Score -863699.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -863794.625000 Penalty: 2892.190918
	Iteration 12Q: 3 clusters Score -863794.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -863880.437500 Penalty: 2892.190918
	Iteration 13Q: 3 clusters Score -863880.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -863949.187500 Penalty: 2892.190918
	Iteration 14Q: 3 clusters Score -863949.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -864002.750000 Penalty: 2892.190918
	Iteration 15Q: 3 clusters Score -864002.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -864041.562500 Penalty: 2892.190918
	Iteration 16Q: 3 clusters Score -864041.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -864071.062500 Penalty: 2892.190918
	Iteration 17Q: 3 clusters Score -864071.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -864095.437500 Penalty: 2892.190918
	Iteration 18Q: 3 clusters Score -864095.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -864119.375000 Penalty: 2892.190918
	Iteration 19Q: 3 clusters Score -864119.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -864138.000000 Penalty: 2892.190918
	Iteration 20F: 3 clusters Score -864138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -864153.812500 Penalty: 2892.190918
	Iteration 21Q: 3 clusters Score -864153.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -864165.625000 Penalty: 2892.190918
	Iteration 22Q: 3 clusters Score -864165.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -864176.687500 Penalty: 2892.190918
	Iteration 23Q: 3 clusters Score -864176.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -864183.937500 Penalty: 2892.190918
	Iteration 24Q: 3 clusters Score -864183.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -864197.875000 Penalty: 2892.190918
	Iteration 25Q: 3 clusters Score -864197.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -864213.625000 Penalty: 2892.190918
	Iteration 26Q: 3 clusters Score -864213.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -864218.187500 Penalty: 2892.190918
	Iteration 27Q: 3 clusters Score -864218.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -864226.500000 Penalty: 2892.190918
	Iteration 28Q: 3 clusters Score -864226.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -864232.625000 Penalty: 2892.190918
	Iteration 29Q: 3 clusters Score -864232.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -864233.812500 Penalty: 2892.190918
	Iteration 30Q: 3 clusters Score -864233.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -864240.562500 Penalty: 2892.190918
	Iteration 31Q: 3 clusters Score -864240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -864243.312500 Penalty: 2892.190918
	Iteration 32Q: 3 clusters Score -864243.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -864245.750000 Penalty: 2892.190918
	Iteration 33Q: 3 clusters Score -864245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -864246.125000 Penalty: 2892.190918
	Iteration 34Q: 3 clusters Score -864246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -864250.437500 Penalty: 2892.190918
	Iteration 35Q: 3 clusters Score -864250.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -864250.437500 Penalty: 2892.190918
	Iteration 36Q: 3 clusters Score -864250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -864251.437500 Penalty: 2892.190918
	Iteration 37Q: 3 clusters Score -864251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -864252.250000 Penalty: 2892.190918
	Iteration 38Q: 3 clusters Score -864252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -864252.937500 Penalty: 2892.190918
	Iteration 39Q: 3 clusters Score -864252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -864253.187500 Penalty: 2892.190918
	Iteration 40F: 3 clusters Score -864253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -864252.875000 Penalty: 2892.190918
	Iteration 41Q: 3 clusters Score -864252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -864253.250000 Penalty: 2892.190918
	Iteration 42Q: 3 clusters Score -864253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -864254.875000 Penalty: 2892.190918
	Iteration 43Q: 3 clusters Score -864254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -864255.625000 Penalty: 2892.190918
	Iteration 44Q: 3 clusters Score -864255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -864256.187500 Penalty: 2892.190918
	Iteration 45Q: 3 clusters Score -864256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -864256.687500 Penalty: 2892.190918
	Iteration 46Q: 3 clusters Score -864256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -864256.500000 Penalty: 2892.190918
	Iteration 47Q: 3 clusters Score -864256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -864256.562500 Penalty: 2892.190918
	Iteration 48Q: 3 clusters Score -864256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -864256.937500 Penalty: 2892.190918
	Iteration 49Q: 3 clusters Score -864256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -864258.062500 Penalty: 2892.190918
	Iteration 50Q: 3 clusters Score -864258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -864259.687500 Penalty: 2892.190918
	Iteration 51Q: 3 clusters Score -864259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -864259.687500 Penalty: 2892.190918
	Iteration 52F: 3 clusters Score -864259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -396379.312500 Penalty: 1316.621094
	Iteration 0F: 2 clusters Score -396379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -393493.250000 Penalty: 2633.242188
	Iteration 0F: 3 clusters Score -393493.2 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -394249.250000 Penalty: 2633.242188
	Iteration 1F: 3 clusters Score -394249.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -394441.125000 Penalty: 2633.242188
	Iteration 2F: 3 clusters Score -394441.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -394632.437500 Penalty: 2633.242188
	Iteration 3F: 3 clusters Score -394632.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -394823.531250 Penalty: 2633.242188
	Iteration 4F: 3 clusters Score -394823.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -395058.406250 Penalty: 2633.242188
	Iteration 5F: 3 clusters Score -395058.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -395316.750000 Penalty: 2633.242188
	Iteration 6F: 3 clusters Score -395316.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395545.250000 Penalty: 2633.242188
	Iteration 7F: 3 clusters Score -395545.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -395699.375000 Penalty: 2633.242188
	Iteration 8Q: 3 clusters Score -395699.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -395796.750000 Penalty: 2633.242188
	Iteration 9Q: 3 clusters Score -395796.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -395882.406250 Penalty: 2633.242188
	Iteration 10Q: 3 clusters Score -395882.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -395935.625000 Penalty: 2633.242188
	Iteration 11Q: 3 clusters Score -395935.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -395973.687500 Penalty: 2633.242188
	Iteration 12Q: 3 clusters Score -395973.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -396010.718750 Penalty: 2633.242188
	Iteration 13Q: 3 clusters Score -396010.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -396064.343750 Penalty: 2633.242188
	Iteration 14Q: 3 clusters Score -396064.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -396115.437500 Penalty: 2633.242188
	Iteration 15Q: 3 clusters Score -396115.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -396142.406250 Penalty: 2633.242188
	Iteration 16Q: 3 clusters Score -396142.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -396149.343750 Penalty: 2633.242188
	Iteration 17Q: 3 clusters Score -396149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -396152.593750 Penalty: 2633.242188
	Iteration 18Q: 3 clusters Score -396152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -396153.593750 Penalty: 2633.242188
	Iteration 19Q: 3 clusters Score -396153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -396155.875000 Penalty: 2633.242188
	Iteration 20F: 3 clusters Score -396155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -396156.875000 Penalty: 2633.242188
	Iteration 21Q: 3 clusters Score -396156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -396157.531250 Penalty: 2633.242188
	Iteration 22Q: 3 clusters Score -396157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -396157.531250 Penalty: 2633.242188
	Iteration 23F: 3 clusters Score -396157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Entering Unmasked Estep 
Score: -5006131.000000 Penalty: 1720.065308
	Iteration 0F: 2 clusters Score -5006131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4979575.500000 Penalty: 3440.130615
	Iteration 0F: 3 clusters Score -4979576 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4990159.000000 Penalty: 3440.130615
	Iteration 1F: 3 clusters Score -4990159 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4990774.000000 Penalty: 3440.130615
	Iteration 2Q: 3 clusters Score -4990774 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4991534.000000 Penalty: 3440.130615
	Iteration 3Q: 3 clusters Score -4991534 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4992525.500000 Penalty: 3440.130615
	Iteration 4F: 3 clusters Score -4992526 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4993888.500000 Penalty: 3440.130615
	Iteration 5F: 3 clusters Score -4993888 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4995909.500000 Penalty: 3440.130615
	Iteration 6F: 3 clusters Score -4995910 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4998256.500000 Penalty: 3440.130615
	Iteration 7F: 3 clusters Score -4998256 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5000509.000000 Penalty: 3440.130615
	Iteration 8F: 3 clusters Score -5000509 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5002167.500000 Penalty: 3440.130615
	Iteration 9Q: 3 clusters Score -5002168 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -5003145.000000 Penalty: 3440.130615
	Iteration 10Q: 3 clusters Score -5003145 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -5003607.000000 Penalty: 3440.130615
	Iteration 11Q: 3 clusters Score -5003607 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5003831.000000 Penalty: 3440.130615
	Iteration 12Q: 3 clusters Score -5003831 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5003980.000000 Penalty: 3440.130615
	Iteration 13Q: 3 clusters Score -5003980 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5004106.000000 Penalty: 3440.130615
	Iteration 14Q: 3 clusters Score -5004106 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5004191.000000 Penalty: 3440.130615
	Iteration 15Q: 3 clusters Score -5004191 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5004261.000000 Penalty: 3440.130615
	Iteration 16Q: 3 clusters Score -5004261 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5004307.000000 Penalty: 3440.130615
	Iteration 17Q: 3 clusters Score -5004307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5004361.000000 Penalty: 3440.130615
	Iteration 18Q: 3 clusters Score -5004361 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5004404.000000 Penalty: 3440.130615
	Iteration 19Q: 3 clusters Score -5004404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5004439.500000 Penalty: 3440.130615
	Iteration 20F: 3 clusters Score -5004440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5004464.500000 Penalty: 3440.130615
	Iteration 21Q: 3 clusters Score -5004464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5004497.000000 Penalty: 3440.130615
	Iteration 22Q: 3 clusters Score -5004497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5004509.000000 Penalty: 3440.130615
	Iteration 23Q: 3 clusters Score -5004509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5004520.000000 Penalty: 3440.130615
	Iteration 24Q: 3 clusters Score -5004520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5004533.500000 Penalty: 3440.130615
	Iteration 25Q: 3 clusters Score -5004534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5004541.500000 Penalty: 3440.130615
	Iteration 26Q: 3 clusters Score -5004542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5004568.000000 Penalty: 3440.130615
	Iteration 27Q: 3 clusters Score -5004568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5004589.500000 Penalty: 3440.130615
	Iteration 28Q: 3 clusters Score -5004590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5004602.000000 Penalty: 3440.130615
	Iteration 29Q: 3 clusters Score -5004602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5004597.500000 Penalty: 3440.130615
	Iteration 30Q: 3 clusters Score -5004598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5004619.500000 Penalty: 3440.130615
	Iteration 31Q: 3 clusters Score -5004620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5004630.000000 Penalty: 3440.130615
	Iteration 32Q: 3 clusters Score -5004630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5004629.500000 Penalty: 3440.130615
	Iteration 33Q: 3 clusters Score -5004630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5004631.000000 Penalty: 3440.130615
	Iteration 34Q: 3 clusters Score -5004631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5004643.500000 Penalty: 3440.130615
	Iteration 35Q: 3 clusters Score -5004644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5004673.000000 Penalty: 3440.130615
	Iteration 36Q: 3 clusters Score -5004673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5004677.000000 Penalty: 3440.130615
	Iteration 37Q: 3 clusters Score -5004677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5004682.500000 Penalty: 3440.130615
	Iteration 38Q: 3 clusters Score -5004682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5004684.500000 Penalty: 3440.130615
	Iteration 39Q: 3 clusters Score -5004684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5004693.000000 Penalty: 3440.130615
	Iteration 40F: 3 clusters Score -5004693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5004689.000000 Penalty: 3440.130615
	Iteration 41Q: 3 clusters Score -5004689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5004688.500000 Penalty: 3440.130615
	Iteration 42Q: 3 clusters Score -5004688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5004698.000000 Penalty: 3440.130615
	Iteration 43Q: 3 clusters Score -5004698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5004698.500000 Penalty: 3440.130615
	Iteration 44Q: 3 clusters Score -5004698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5004702.500000 Penalty: 3440.130615
	Iteration 45Q: 3 clusters Score -5004702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5004704.500000 Penalty: 3440.130615
	Iteration 46Q: 3 clusters Score -5004704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5004711.000000 Penalty: 3440.130615
	Iteration 47Q: 3 clusters Score -5004711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5004711.000000 Penalty: 3440.130615
	Iteration 48Q: 3 clusters Score -5004711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5004714.500000 Penalty: 3440.130615
	Iteration 49Q: 3 clusters Score -5004714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5004725.500000 Penalty: 3440.130615
	Iteration 50Q: 3 clusters Score -5004726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5004723.500000 Penalty: 3440.130615
	Iteration 51Q: 3 clusters Score -5004724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5004722.000000 Penalty: 3440.130615
	Iteration 52Q: 3 clusters Score -5004722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5004727.000000 Penalty: 3440.130615
	Iteration 53Q: 3 clusters Score -5004727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5004726.500000 Penalty: 3440.130615
	Iteration 54Q: 3 clusters Score -5004726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5004724.000000 Penalty: 3440.130615
	Iteration 55Q: 3 clusters Score -5004724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5004732.000000 Penalty: 3440.130615
	Iteration 56Q: 3 clusters Score -5004732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5004730.500000 Penalty: 3440.130615
	Iteration 57Q: 3 clusters Score -5004730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5004731.000000 Penalty: 3440.130615
	Iteration 58Q: 3 clusters Score -5004731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5004733.500000 Penalty: 3440.130615
	Iteration 59Q: 3 clusters Score -5004734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5004732.500000 Penalty: 3440.130615
	Iteration 60F: 3 clusters Score -5004732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5004741.000000 Penalty: 3440.130615
	Iteration 61Q: 3 clusters Score -5004741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5004743.000000 Penalty: 3440.130615
	Iteration 62Q: 3 clusters Score -5004743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5004741.000000 Penalty: 3440.130615
	Iteration 63Q: 3 clusters Score -5004741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5004743.000000 Penalty: 3440.130615
	Iteration 64Q: 3 clusters Score -5004743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5004744.500000 Penalty: 3440.130615
	Iteration 65Q: 3 clusters Score -5004744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5004740.500000 Penalty: 3440.130615
	Iteration 66Q: 3 clusters Score -5004740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5004740.000000 Penalty: 3440.130615
	Iteration 67Q: 3 clusters Score -5004740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5004746.500000 Penalty: 3440.130615
	Iteration 68Q: 3 clusters Score -5004746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5004752.000000 Penalty: 3440.130615
	Iteration 69Q: 3 clusters Score -5004752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5004755.500000 Penalty: 3440.130615
	Iteration 70Q: 3 clusters Score -5004756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5004753.500000 Penalty: 3440.130615
	Iteration 71Q: 3 clusters Score -5004754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5004755.000000 Penalty: 3440.130615
	Iteration 72Q: 3 clusters Score -5004755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5004755.000000 Penalty: 3440.130615
	Iteration 73F: 3 clusters Score -5004755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (90045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Entering Unmasked Estep 
Score: -11448638.000000 Penalty: 1853.810547
	Iteration 0F: 2 clusters Score -1.144864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -11389081.000000 Penalty: 3707.621094
	Iteration 0F: 3 clusters Score -1.138908e+07 nChanged 42782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -11413756.000000 Penalty: 3707.621094
	Iteration 1F: 3 clusters Score -1.141376e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -11414691.000000 Penalty: 3707.621094
	Iteration 2Q: 3 clusters Score -1.141469e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -11415874.000000 Penalty: 3707.621094
	Iteration 3Q: 3 clusters Score -1.141587e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -11417974.000000 Penalty: 3707.621094
	Iteration 4F: 3 clusters Score -1.141797e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -11421615.000000 Penalty: 3707.621094
	Iteration 5F: 3 clusters Score -1.142162e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -11426741.000000 Penalty: 3707.621094
	Iteration 6F: 3 clusters Score -1.142674e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -11432665.000000 Penalty: 3707.621094
	Iteration 7F: 3 clusters Score -1.143266e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -11437732.000000 Penalty: 3707.621094
	Iteration 8F: 3 clusters Score -1.143773e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -11441065.000000 Penalty: 3707.621094
	Iteration 9Q: 3 clusters Score -1.144106e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -11442962.000000 Penalty: 3707.621094
	Iteration 10Q: 3 clusters Score -1.144296e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -11444177.000000 Penalty: 3707.621094
	Iteration 11Q: 3 clusters Score -1.144418e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -11444982.000000 Penalty: 3707.621094
	Iteration 12Q: 3 clusters Score -1.144498e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -11445515.000000 Penalty: 3707.621094
	Iteration 13Q: 3 clusters Score -1.144552e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -11445930.000000 Penalty: 3707.621094
	Iteration 14Q: 3 clusters Score -1.144593e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -11446218.000000 Penalty: 3707.621094
	Iteration 15Q: 3 clusters Score -1.144622e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11446454.000000 Penalty: 3707.621094
	Iteration 16Q: 3 clusters Score -1.144645e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11446624.000000 Penalty: 3707.621094
	Iteration 17Q: 3 clusters Score -1.144662e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11446780.000000 Penalty: 3707.621094
	Iteration 18Q: 3 clusters Score -1.144678e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11446872.000000 Penalty: 3707.621094
	Iteration 19Q: 3 clusters Score -1.144687e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11446928.000000 Penalty: 3707.621094
	Iteration 20F: 3 clusters Score -1.144693e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11446997.000000 Penalty: 3707.621094
	Iteration 21Q: 3 clusters Score -1.1447e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11447028.000000 Penalty: 3707.621094
	Iteration 22Q: 3 clusters Score -1.144703e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11447061.000000 Penalty: 3707.621094
	Iteration 23Q: 3 clusters Score -1.144706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11447111.000000 Penalty: 3707.621094
	Iteration 24Q: 3 clusters Score -1.144711e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11447129.000000 Penalty: 3707.621094
	Iteration 25Q: 3 clusters Score -1.144713e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89500 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11447155.000000 Penalty: 3707.621094
	Iteration 26Q: 3 clusters Score -1.144716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11447154.000000 Penalty: 3707.621094
	Iteration 27Q: 3 clusters Score -1.144715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11447163.000000 Penalty: 3707.621094
	Iteration 28Q: 3 clusters Score -1.144716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11447188.000000 Penalty: 3707.621094
	Iteration 29Q: 3 clusters Score -1.144719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11447193.000000 Penalty: 3707.621094
	Iteration 30Q: 3 clusters Score -1.144719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11447195.000000 Penalty: 3707.621094
	Iteration 31Q: 3 clusters Score -1.14472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11447195.000000 Penalty: 3707.621094
	Iteration 32Q: 3 clusters Score -1.14472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11447204.000000 Penalty: 3707.621094
	Iteration 33Q: 3 clusters Score -1.14472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11447205.000000 Penalty: 3707.621094
	Iteration 34Q: 3 clusters Score -1.14472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11447214.000000 Penalty: 3707.621094
	Iteration 35Q: 3 clusters Score -1.144721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11447213.000000 Penalty: 3707.621094
	Iteration 36Q: 3 clusters Score -1.144721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11447212.000000 Penalty: 3707.621094
	Iteration 37Q: 3 clusters Score -1.144721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11447209.000000 Penalty: 3707.621094
	Iteration 38Q: 3 clusters Score -1.144721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11447209.000000 Penalty: 3707.621094
	Iteration 39Q: 3 clusters Score -1.144721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11447206.000000 Penalty: 3707.621094
	Iteration 40F: 3 clusters Score -1.144721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11447204.000000 Penalty: 3707.621094
	Iteration 41Q: 3 clusters Score -1.14472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11447199.000000 Penalty: 3707.621094
	Iteration 42Q: 3 clusters Score -1.14472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11447196.000000 Penalty: 3707.621094
	Iteration 43Q: 3 clusters Score -1.14472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11447202.000000 Penalty: 3707.621094
	Iteration 44Q: 3 clusters Score -1.14472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11447199.000000 Penalty: 3707.621094
	Iteration 45Q: 3 clusters Score -1.14472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11447199.000000 Penalty: 3707.621094
	Iteration 46F: 3 clusters Score -1.14472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (92994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Entering Unmasked Estep 
Score: -11488641.000000 Penalty: 1859.047241
	Iteration 0F: 2 clusters Score -1.148864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -11427088.000000 Penalty: 3718.094482
	Iteration 0F: 3 clusters Score -1.142709e+07 nChanged 44296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -11453197.000000 Penalty: 3718.094482
	Iteration 1F: 3 clusters Score -1.14532e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -11454264.000000 Penalty: 3718.094482
	Iteration 2Q: 3 clusters Score -1.145426e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -11455767.000000 Penalty: 3718.094482
	Iteration 3Q: 3 clusters Score -1.145577e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -11458083.000000 Penalty: 3718.094482
	Iteration 4Q: 3 clusters Score -1.145808e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -11461554.000000 Penalty: 3718.094482
	Iteration 5F: 3 clusters Score -1.146155e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -11466287.000000 Penalty: 3718.094482
	Iteration 6F: 3 clusters Score -1.146629e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -11472062.000000 Penalty: 3718.094482
	Iteration 7F: 3 clusters Score -1.147206e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -11477665.000000 Penalty: 3718.094482
	Iteration 8F: 3 clusters Score -1.147766e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -11481998.000000 Penalty: 3718.094482
	Iteration 9F: 3 clusters Score -1.1482e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -11484638.000000 Penalty: 3718.094482
	Iteration 10Q: 3 clusters Score -1.148464e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -11485940.000000 Penalty: 3718.094482
	Iteration 11Q: 3 clusters Score -1.148594e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -11486522.000000 Penalty: 3718.094482
	Iteration 12Q: 3 clusters Score -1.148652e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -11486817.000000 Penalty: 3718.094482
	Iteration 13Q: 3 clusters Score -1.148682e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -11486977.000000 Penalty: 3718.094482
	Iteration 14Q: 3 clusters Score -1.148698e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -11487100.000000 Penalty: 3718.094482
	Iteration 15Q: 3 clusters Score -1.14871e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -11487183.000000 Penalty: 3718.094482
	Iteration 16Q: 3 clusters Score -1.148718e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 92267 members 
Entering Unmasked Estep 
Score: -11487226.000000 Penalty: 3718.094482
	Iteration 17Q: 3 clusters Score -1.148723e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -11487279.000000 Penalty: 3718.094482
	Iteration 18Q: 3 clusters Score -1.148728e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -11487310.000000 Penalty: 3718.094482
	Iteration 19Q: 3 clusters Score -1.148731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -11487335.000000 Penalty: 3718.094482
	Iteration 20F: 3 clusters Score -1.148734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -11487368.000000 Penalty: 3718.094482
	Iteration 21Q: 3 clusters Score -1.148737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -11487390.000000 Penalty: 3718.094482
	Iteration 22Q: 3 clusters Score -1.148739e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -11487421.000000 Penalty: 3718.094482
	Iteration 23Q: 3 clusters Score -1.148742e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -11487445.000000 Penalty: 3718.094482
	Iteration 24Q: 3 clusters Score -1.148744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -11487467.000000 Penalty: 3718.094482
	Iteration 25Q: 3 clusters Score -1.148747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -11487489.000000 Penalty: 3718.094482
	Iteration 26Q: 3 clusters Score -1.148749e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -11487518.000000 Penalty: 3718.094482
	Iteration 27Q: 3 clusters Score -1.148752e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -11487552.000000 Penalty: 3718.094482
	Iteration 28Q: 3 clusters Score -1.148755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -11487546.000000 Penalty: 3718.094482
	Iteration 29Q: 3 clusters Score -1.148755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -11487551.000000 Penalty: 3718.094482
	Iteration 30Q: 3 clusters Score -1.148755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -11487565.000000 Penalty: 3718.094482
	Iteration 31Q: 3 clusters Score -1.148756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -11487565.000000 Penalty: 3718.094482
	Iteration 32Q: 3 clusters Score -1.148756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -11487577.000000 Penalty: 3718.094482
	Iteration 33Q: 3 clusters Score -1.148758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -11487592.000000 Penalty: 3718.094482
	Iteration 34Q: 3 clusters Score -1.148759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -11487591.000000 Penalty: 3718.094482
	Iteration 35Q: 3 clusters Score -1.148759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -11487585.000000 Penalty: 3718.094482
	Iteration 36Q: 3 clusters Score -1.148758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -11487586.000000 Penalty: 3718.094482
	Iteration 37Q: 3 clusters Score -1.148759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -11487582.000000 Penalty: 3718.094482
	Iteration 38Q: 3 clusters Score -1.148758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -11487583.000000 Penalty: 3718.094482
	Iteration 39Q: 3 clusters Score -1.148758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -11487582.000000 Penalty: 3718.094482
	Iteration 40F: 3 clusters Score -1.148758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -11487589.000000 Penalty: 3718.094482
	Iteration 41Q: 3 clusters Score -1.148759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -11487589.000000 Penalty: 3718.094482
	Iteration 42Q: 3 clusters Score -1.148759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -11487590.000000 Penalty: 3718.094482
	Iteration 43Q: 3 clusters Score -1.148759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 92089 members 
Entering Unmasked Estep 
Score: -11487585.000000 Penalty: 3718.094482
	Iteration 44Q: 3 clusters Score -1.148758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 92089 members 
Entering Unmasked Estep 
Score: -11487585.000000 Penalty: 3718.094482
	Iteration 45F: 3 clusters Score -1.148758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -236106.781250 Penalty: 1232.112183
	Iteration 0F: 2 clusters Score -236106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234029.781250 Penalty: 2464.224365
	Iteration 0F: 3 clusters Score -234029.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -234451.250000 Penalty: 2464.224365
	Iteration 1F: 3 clusters Score -234451.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -234578.031250 Penalty: 2464.224365
	Iteration 2F: 3 clusters Score -234578 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234657.609375 Penalty: 2464.224365
	Iteration 3F: 3 clusters Score -234657.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -234718.921875 Penalty: 2464.224365
	Iteration 4Q: 3 clusters Score -234718.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234779.406250 Penalty: 2464.224365
	Iteration 5Q: 3 clusters Score -234779.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -234847.375000 Penalty: 2464.224365
	Iteration 6Q: 3 clusters Score -234847.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -234915.328125 Penalty: 2464.224365
	Iteration 7Q: 3 clusters Score -234915.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -234988.140625 Penalty: 2464.224365
	Iteration 8Q: 3 clusters Score -234988.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -235049.296875 Penalty: 2464.224365
	Iteration 9Q: 3 clusters Score -235049.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -235106.203125 Penalty: 2464.224365
	Iteration 10Q: 3 clusters Score -235106.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -235149.343750 Penalty: 2464.224365
	Iteration 11Q: 3 clusters Score -235149.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -235183.218750 Penalty: 2464.224365
	Iteration 12Q: 3 clusters Score -235183.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -235199.796875 Penalty: 2464.224365
	Iteration 13Q: 3 clusters Score -235199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -235212.140625 Penalty: 2464.224365
	Iteration 14Q: 3 clusters Score -235212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -235221.312500 Penalty: 2464.224365
	Iteration 15Q: 3 clusters Score -235221.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -235234.328125 Penalty: 2464.224365
	Iteration 16Q: 3 clusters Score -235234.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -235242.046875 Penalty: 2464.224365
	Iteration 17Q: 3 clusters Score -235242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -235252.437500 Penalty: 2464.224365
	Iteration 18Q: 3 clusters Score -235252.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -235261.750000 Penalty: 2464.224365
	Iteration 19Q: 3 clusters Score -235261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -235265.640625 Penalty: 2464.224365
	Iteration 20F: 3 clusters Score -235265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -235267.078125 Penalty: 2464.224365
	Iteration 21Q: 3 clusters Score -235267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -235269.718750 Penalty: 2464.224365
	Iteration 22Q: 3 clusters Score -235269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -235272.984375 Penalty: 2464.224365
	Iteration 23Q: 3 clusters Score -235273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -235276.359375 Penalty: 2464.224365
	Iteration 24Q: 3 clusters Score -235276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -235278.609375 Penalty: 2464.224365
	Iteration 25Q: 3 clusters Score -235278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -235279.718750 Penalty: 2464.224365
	Iteration 26Q: 3 clusters Score -235279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -235279.718750 Penalty: 2464.224365
	Iteration 27F: 3 clusters Score -235279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -152592.109375 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -152592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150954.171875 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -150954.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151402.296875 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -151402.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -151626.453125 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -151626.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151793.203125 Penalty: 2345.430664
	Iteration 3F: 3 clusters Score -151793.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151916.531250 Penalty: 2345.430664
	Iteration 4F: 3 clusters Score -151916.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152017.906250 Penalty: 2345.430664
	Iteration 5F: 3 clusters Score -152017.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -152151.703125 Penalty: 2345.430664
	Iteration 6F: 3 clusters Score -152151.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -152288.984375 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -152289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -152378.281250 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -152378.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -152413.234375 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -152413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152423.281250 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -152423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152433.437500 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -152433.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152443.578125 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -152443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152446.812500 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -152446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -152447.375000 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -152447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -152447.375000 Penalty: 2345.430664
	Iteration 15F: 3 clusters Score -152447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -55974.226562 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -55974.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54939.210938 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -54939.21 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55201.375000 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -55201.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55309.625000 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -55309.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55371.238281 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -55371.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55390.062500 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -55390.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55406.308594 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -55406.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55409.718750 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -55409.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55411.289062 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -55411.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55412.011719 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -55412.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55412.011719 Penalty: 2049.539551
	Iteration 9F: 3 clusters Score -55412.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Entering Unmasked Estep 
Score: -14606440.000000 Penalty: 1895.483276
	Iteration 0F: 2 clusters Score -1.460644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -14532076.000000 Penalty: 3790.966553
	Iteration 0F: 3 clusters Score -1.453208e+07 nChanged 55753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -14564998.000000 Penalty: 3790.966553
	Iteration 1F: 3 clusters Score -1.4565e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -14566084.000000 Penalty: 3790.966553
	Iteration 2Q: 3 clusters Score -1.456608e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -14567965.000000 Penalty: 3790.966553
	Iteration 3Q: 3 clusters Score -1.456796e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -14570967.000000 Penalty: 3790.966553
	Iteration 4Q: 3 clusters Score -1.457097e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -14575728.000000 Penalty: 3790.966553
	Iteration 5F: 3 clusters Score -1.457573e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -14581900.000000 Penalty: 3790.966553
	Iteration 6F: 3 clusters Score -1.45819e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -14589066.000000 Penalty: 3790.966553
	Iteration 7F: 3 clusters Score -1.458907e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -14595354.000000 Penalty: 3790.966553
	Iteration 8F: 3 clusters Score -1.459535e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -14599663.000000 Penalty: 3790.966553
	Iteration 9Q: 3 clusters Score -1.459966e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -14602331.000000 Penalty: 3790.966553
	Iteration 10Q: 3 clusters Score -1.460233e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112052 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -14603606.000000 Penalty: 3790.966553
	Iteration 11Q: 3 clusters Score -1.460361e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -14604359.000000 Penalty: 3790.966553
	Iteration 12Q: 3 clusters Score -1.460436e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -14604690.000000 Penalty: 3790.966553
	Iteration 13Q: 3 clusters Score -1.460469e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14604854.000000 Penalty: 3790.966553
	Iteration 14Q: 3 clusters Score -1.460485e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14604941.000000 Penalty: 3790.966553
	Iteration 15Q: 3 clusters Score -1.460494e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14604969.000000 Penalty: 3790.966553
	Iteration 16Q: 3 clusters Score -1.460497e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115393 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14605030.000000 Penalty: 3790.966553
	Iteration 17Q: 3 clusters Score -1.460503e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -14605045.000000 Penalty: 3790.966553
	Iteration 18Q: 3 clusters Score -1.460504e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14605049.000000 Penalty: 3790.966553
	Iteration 19Q: 3 clusters Score -1.460505e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14605054.000000 Penalty: 3790.966553
	Iteration 20F: 3 clusters Score -1.460505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115586 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14605080.000000 Penalty: 3790.966553
	Iteration 21Q: 3 clusters Score -1.460508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115614 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -14605083.000000 Penalty: 3790.966553
	Iteration 22Q: 3 clusters Score -1.460508e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14605099.000000 Penalty: 3790.966553
	Iteration 23Q: 3 clusters Score -1.46051e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14605113.000000 Penalty: 3790.966553
	Iteration 24Q: 3 clusters Score -1.460511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14605127.000000 Penalty: 3790.966553
	Iteration 25Q: 3 clusters Score -1.460513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115690 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14605107.000000 Penalty: 3790.966553
	Iteration 26Q: 3 clusters Score -1.460511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14605119.000000 Penalty: 3790.966553
	Iteration 27Q: 3 clusters Score -1.460512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14605118.000000 Penalty: 3790.966553
	Iteration 28Q: 3 clusters Score -1.460512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14605121.000000 Penalty: 3790.966553
	Iteration 29Q: 3 clusters Score -1.460512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14605128.000000 Penalty: 3790.966553
	Iteration 30Q: 3 clusters Score -1.460513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115726 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14605129.000000 Penalty: 3790.966553
	Iteration 31Q: 3 clusters Score -1.460513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115733 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14605129.000000 Penalty: 3790.966553
	Iteration 32Q: 3 clusters Score -1.460513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115738 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14605123.000000 Penalty: 3790.966553
	Iteration 33Q: 3 clusters Score -1.460512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115738 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14605124.000000 Penalty: 3790.966553
	Iteration 34Q: 3 clusters Score -1.460512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115741 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14605129.000000 Penalty: 3790.966553
	Iteration 35Q: 3 clusters Score -1.460513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14605118.000000 Penalty: 3790.966553
	Iteration 36Q: 3 clusters Score -1.460512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14605124.000000 Penalty: 3790.966553
	Iteration 37Q: 3 clusters Score -1.460512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115748 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14605116.000000 Penalty: 3790.966553
	Iteration 38Q: 3 clusters Score -1.460512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14605113.000000 Penalty: 3790.966553
	Iteration 39Q: 3 clusters Score -1.460511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14605113.000000 Penalty: 3790.966553
	Iteration 40F: 3 clusters Score -1.460511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (103696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Entering Unmasked Estep 
Score: -13083228.000000 Penalty: 1876.748169
	Iteration 0F: 2 clusters Score -1.308323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -13014287.000000 Penalty: 3753.496338
	Iteration 0F: 3 clusters Score -1.301429e+07 nChanged 49607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -13043108.000000 Penalty: 3753.496338
	Iteration 1F: 3 clusters Score -1.304311e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -13044368.000000 Penalty: 3753.496338
	Iteration 2Q: 3 clusters Score -1.304437e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -13046418.000000 Penalty: 3753.496338
	Iteration 3Q: 3 clusters Score -1.304642e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -13049502.000000 Penalty: 3753.496338
	Iteration 4F: 3 clusters Score -1.30495e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -13054608.000000 Penalty: 3753.496338
	Iteration 5F: 3 clusters Score -1.305461e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -13061591.000000 Penalty: 3753.496338
	Iteration 6F: 3 clusters Score -1.306159e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -13069209.000000 Penalty: 3753.496338
	Iteration 7F: 3 clusters Score -1.306921e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -13075127.000000 Penalty: 3753.496338
	Iteration 8F: 3 clusters Score -1.307513e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -13078625.000000 Penalty: 3753.496338
	Iteration 9Q: 3 clusters Score -1.307862e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13080312.000000 Penalty: 3753.496338
	Iteration 10Q: 3 clusters Score -1.308031e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13080996.000000 Penalty: 3753.496338
	Iteration 11Q: 3 clusters Score -1.3081e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13081278.000000 Penalty: 3753.496338
	Iteration 12Q: 3 clusters Score -1.308128e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13081433.000000 Penalty: 3753.496338
	Iteration 13Q: 3 clusters Score -1.308143e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13081540.000000 Penalty: 3753.496338
	Iteration 14Q: 3 clusters Score -1.308154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13081597.000000 Penalty: 3753.496338
	Iteration 15Q: 3 clusters Score -1.30816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13081609.000000 Penalty: 3753.496338
	Iteration 16Q: 3 clusters Score -1.308161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13081641.000000 Penalty: 3753.496338
	Iteration 17Q: 3 clusters Score -1.308164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103204 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -13081647.000000 Penalty: 3753.496338
	Iteration 18Q: 3 clusters Score -1.308165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13081662.000000 Penalty: 3753.496338
	Iteration 19Q: 3 clusters Score -1.308166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13081675.000000 Penalty: 3753.496338
	Iteration 20F: 3 clusters Score -1.308168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13081696.000000 Penalty: 3753.496338
	Iteration 21Q: 3 clusters Score -1.30817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13081692.000000 Penalty: 3753.496338
	Iteration 22Q: 3 clusters Score -1.308169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13081687.000000 Penalty: 3753.496338
	Iteration 23Q: 3 clusters Score -1.308169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13081701.000000 Penalty: 3753.496338
	Iteration 24Q: 3 clusters Score -1.30817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13081700.000000 Penalty: 3753.496338
	Iteration 25Q: 3 clusters Score -1.30817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13081713.000000 Penalty: 3753.496338
	Iteration 26Q: 3 clusters Score -1.308171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13081719.000000 Penalty: 3753.496338
	Iteration 27Q: 3 clusters Score -1.308172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13081718.000000 Penalty: 3753.496338
	Iteration 28Q: 3 clusters Score -1.308172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13081723.000000 Penalty: 3753.496338
	Iteration 29Q: 3 clusters Score -1.308172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13081722.000000 Penalty: 3753.496338
	Iteration 30Q: 3 clusters Score -1.308172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13081724.000000 Penalty: 3753.496338
	Iteration 31Q: 3 clusters Score -1.308172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13081726.000000 Penalty: 3753.496338
	Iteration 32Q: 3 clusters Score -1.308173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13081729.000000 Penalty: 3753.496338
	Iteration 33Q: 3 clusters Score -1.308173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13081730.000000 Penalty: 3753.496338
	Iteration 34Q: 3 clusters Score -1.308173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13081734.000000 Penalty: 3753.496338
	Iteration 35Q: 3 clusters Score -1.308173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13081742.000000 Penalty: 3753.496338
	Iteration 36Q: 3 clusters Score -1.308174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13081744.000000 Penalty: 3753.496338
	Iteration 37Q: 3 clusters Score -1.308174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13081744.000000 Penalty: 3753.496338
	Iteration 38F: 3 clusters Score -1.308174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -19539.919922 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -19539.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18829.929688 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -18829.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18992.955078 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -18992.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19087.986328 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -19087.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19170.023438 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -19170.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19180.814453 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -19180.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19183.900391 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -19183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19196.287109 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -19196.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19198.628906 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -19198.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19200.388672 Penalty: 1821.885620
	Iteration 8Q: 3 clusters Score -19200.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19200.388672 Penalty: 1821.885620
	Iteration 9F: 3 clusters Score -19200.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (65241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Entering Unmasked Estep 
Score: -8015855.500000 Penalty: 1801.449463
	Iteration 0F: 2 clusters Score -8015856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -7972154.500000 Penalty: 3602.898926
	Iteration 0F: 3 clusters Score -7972154 nChanged 30979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -7989935.000000 Penalty: 3602.898926
	Iteration 1F: 3 clusters Score -7989935 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -7990418.500000 Penalty: 3602.898926
	Iteration 2Q: 3 clusters Score -7990418 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -7990924.000000 Penalty: 3602.898926
	Iteration 3Q: 3 clusters Score -7990924 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -7991612.000000 Penalty: 3602.898926
	Iteration 4Q: 3 clusters Score -7991612 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -7992385.000000 Penalty: 3602.898926
	Iteration 5Q: 3 clusters Score -7992385 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -7993508.500000 Penalty: 3602.898926
	Iteration 6Q: 3 clusters Score -7993508 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -7995124.500000 Penalty: 3602.898926
	Iteration 7Q: 3 clusters Score -7995124 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -7997493.000000 Penalty: 3602.898926
	Iteration 8F: 3 clusters Score -7997493 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -8000123.000000 Penalty: 3602.898926
	Iteration 9F: 3 clusters Score -8000123 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -8002173.500000 Penalty: 3602.898926
	Iteration 10F: 3 clusters Score -8002174 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -8003101.500000 Penalty: 3602.898926
	Iteration 11Q: 3 clusters Score -8003102 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -8003379.500000 Penalty: 3602.898926
	Iteration 12Q: 3 clusters Score -8003380 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -8003493.000000 Penalty: 3602.898926
	Iteration 13Q: 3 clusters Score -8003493 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -8003615.500000 Penalty: 3602.898926
	Iteration 14Q: 3 clusters Score -8003616 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -8003695.500000 Penalty: 3602.898926
	Iteration 15Q: 3 clusters Score -8003696 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -8003758.000000 Penalty: 3602.898926
	Iteration 16Q: 3 clusters Score -8003758 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -8003794.500000 Penalty: 3602.898926
	Iteration 17Q: 3 clusters Score -8003794 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -8003908.500000 Penalty: 3602.898926
	Iteration 18Q: 3 clusters Score -8003908 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -8003989.500000 Penalty: 3602.898926
	Iteration 19Q: 3 clusters Score -8003990 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -8004123.000000 Penalty: 3602.898926
	Iteration 20F: 3 clusters Score -8004123 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8004231.500000 Penalty: 3602.898926
	Iteration 21Q: 3 clusters Score -8004232 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8004342.000000 Penalty: 3602.898926
	Iteration 22Q: 3 clusters Score -8004342 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8004481.500000 Penalty: 3602.898926
	Iteration 23Q: 3 clusters Score -8004482 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -8004614.000000 Penalty: 3602.898926
	Iteration 24Q: 3 clusters Score -8004614 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -8004755.500000 Penalty: 3602.898926
	Iteration 25Q: 3 clusters Score -8004756 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -8004997.000000 Penalty: 3602.898926
	Iteration 26Q: 3 clusters Score -8004997 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -8005268.000000 Penalty: 3602.898926
	Iteration 27Q: 3 clusters Score -8005268 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -8005557.000000 Penalty: 3602.898926
	Iteration 28Q: 3 clusters Score -8005557 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -8005876.000000 Penalty: 3602.898926
	Iteration 29Q: 3 clusters Score -8005876 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -8006232.000000 Penalty: 3602.898926
	Iteration 30Q: 3 clusters Score -8006232 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -8006655.500000 Penalty: 3602.898926
	Iteration 31Q: 3 clusters Score -8006656 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -8007097.500000 Penalty: 3602.898926
	Iteration 32Q: 3 clusters Score -8007098 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -8007608.500000 Penalty: 3602.898926
	Iteration 33Q: 3 clusters Score -8007608 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -8008259.000000 Penalty: 3602.898926
	Iteration 34Q: 3 clusters Score -8008259 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -8008951.500000 Penalty: 3602.898926
	Iteration 35Q: 3 clusters Score -8008952 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -8009710.500000 Penalty: 3602.898926
	Iteration 36Q: 3 clusters Score -8009710 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -8010459.500000 Penalty: 3602.898926
	Iteration 37Q: 3 clusters Score -8010460 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8011228.000000 Penalty: 3602.898926
	Iteration 38Q: 3 clusters Score -8011228 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8011971.500000 Penalty: 3602.898926
	Iteration 39Q: 3 clusters Score -8011972 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8012600.000000 Penalty: 3602.898926
	Iteration 40F: 3 clusters Score -8012600 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8013104.000000 Penalty: 3602.898926
	Iteration 41Q: 3 clusters Score -8013104 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8013539.000000 Penalty: 3602.898926
	Iteration 42Q: 3 clusters Score -8013539 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8013804.000000 Penalty: 3602.898926
	Iteration 43Q: 3 clusters Score -8013804 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8014006.500000 Penalty: 3602.898926
	Iteration 44Q: 3 clusters Score -8014006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8014106.500000 Penalty: 3602.898926
	Iteration 45Q: 3 clusters Score -8014106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8014181.000000 Penalty: 3602.898926
	Iteration 46Q: 3 clusters Score -8014181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8014221.000000 Penalty: 3602.898926
	Iteration 47Q: 3 clusters Score -8014221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8014248.500000 Penalty: 3602.898926
	Iteration 48Q: 3 clusters Score -8014248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8014251.000000 Penalty: 3602.898926
	Iteration 49Q: 3 clusters Score -8014251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8014261.500000 Penalty: 3602.898926
	Iteration 50Q: 3 clusters Score -8014262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8014274.000000 Penalty: 3602.898926
	Iteration 51Q: 3 clusters Score -8014274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8014278.500000 Penalty: 3602.898926
	Iteration 52Q: 3 clusters Score -8014278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8014281.000000 Penalty: 3602.898926
	Iteration 53Q: 3 clusters Score -8014281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8014281.000000 Penalty: 3602.898926
	Iteration 54F: 3 clusters Score -8014281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -8805.615234 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -8805.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8132.678711 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -8132.679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8367.257812 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -8367.258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8547.761719 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -8547.762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8598.202148 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -8598.202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8606.125977 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -8606.126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8606.125977 Penalty: 1771.587524
	Iteration 5F: 3 clusters Score -8606.126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Entering Unmasked Estep 
Score: -1824753.000000 Penalty: 1560.354126
	Iteration 0F: 2 clusters Score -1824753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1814531.125000 Penalty: 3120.708252
	Iteration 0F: 3 clusters Score -1814531 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1818171.750000 Penalty: 3120.708252
	Iteration 1F: 3 clusters Score -1818172 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1818445.250000 Penalty: 3120.708252
	Iteration 2F: 3 clusters Score -1818445 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1818710.875000 Penalty: 3120.708252
	Iteration 3Q: 3 clusters Score -1818711 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1818996.625000 Penalty: 3120.708252
	Iteration 4Q: 3 clusters Score -1818997 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1819303.625000 Penalty: 3120.708252
	Iteration 5Q: 3 clusters Score -1819304 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1819663.000000 Penalty: 3120.708252
	Iteration 6Q: 3 clusters Score -1819663 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1820042.500000 Penalty: 3120.708252
	Iteration 7Q: 3 clusters Score -1820042 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1820483.000000 Penalty: 3120.708252
	Iteration 8Q: 3 clusters Score -1820483 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1820969.500000 Penalty: 3120.708252
	Iteration 9Q: 3 clusters Score -1820970 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1821388.625000 Penalty: 3120.708252
	Iteration 10Q: 3 clusters Score -1821389 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1821752.750000 Penalty: 3120.708252
	Iteration 11Q: 3 clusters Score -1821753 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1822041.250000 Penalty: 3120.708252
	Iteration 12Q: 3 clusters Score -1822041 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1822288.375000 Penalty: 3120.708252
	Iteration 13Q: 3 clusters Score -1822288 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1822476.125000 Penalty: 3120.708252
	Iteration 14Q: 3 clusters Score -1822476 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1822632.875000 Penalty: 3120.708252
	Iteration 15Q: 3 clusters Score -1822633 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1822748.750000 Penalty: 3120.708252
	Iteration 16Q: 3 clusters Score -1822749 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1822865.500000 Penalty: 3120.708252
	Iteration 17Q: 3 clusters Score -1822866 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1822976.250000 Penalty: 3120.708252
	Iteration 18Q: 3 clusters Score -1822976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1823057.000000 Penalty: 3120.708252
	Iteration 19Q: 3 clusters Score -1823057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1823128.125000 Penalty: 3120.708252
	Iteration 20F: 3 clusters Score -1823128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1823183.375000 Penalty: 3120.708252
	Iteration 21Q: 3 clusters Score -1823183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1823231.625000 Penalty: 3120.708252
	Iteration 22Q: 3 clusters Score -1823232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1823264.125000 Penalty: 3120.708252
	Iteration 23Q: 3 clusters Score -1823264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1823289.500000 Penalty: 3120.708252
	Iteration 24Q: 3 clusters Score -1823290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1823322.375000 Penalty: 3120.708252
	Iteration 25Q: 3 clusters Score -1823322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1823337.125000 Penalty: 3120.708252
	Iteration 26Q: 3 clusters Score -1823337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1823361.375000 Penalty: 3120.708252
	Iteration 27Q: 3 clusters Score -1823361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1823378.250000 Penalty: 3120.708252
	Iteration 28Q: 3 clusters Score -1823378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1823387.125000 Penalty: 3120.708252
	Iteration 29Q: 3 clusters Score -1823387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1823396.625000 Penalty: 3120.708252
	Iteration 30Q: 3 clusters Score -1823397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1823403.625000 Penalty: 3120.708252
	Iteration 31Q: 3 clusters Score -1823404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1823404.125000 Penalty: 3120.708252
	Iteration 32Q: 3 clusters Score -1823404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1823414.750000 Penalty: 3120.708252
	Iteration 33Q: 3 clusters Score -1823415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1823418.875000 Penalty: 3120.708252
	Iteration 34Q: 3 clusters Score -1823419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1823425.125000 Penalty: 3120.708252
	Iteration 35Q: 3 clusters Score -1823425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1823433.750000 Penalty: 3120.708252
	Iteration 36Q: 3 clusters Score -1823434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1823434.250000 Penalty: 3120.708252
	Iteration 37Q: 3 clusters Score -1823434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1823440.250000 Penalty: 3120.708252
	Iteration 38Q: 3 clusters Score -1823440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1823444.625000 Penalty: 3120.708252
	Iteration 39Q: 3 clusters Score -1823445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1823446.875000 Penalty: 3120.708252
	Iteration 40F: 3 clusters Score -1823447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1823451.250000 Penalty: 3120.708252
	Iteration 41Q: 3 clusters Score -1823451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1823463.375000 Penalty: 3120.708252
	Iteration 42Q: 3 clusters Score -1823463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1823470.875000 Penalty: 3120.708252
	Iteration 43Q: 3 clusters Score -1823471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1823476.750000 Penalty: 3120.708252
	Iteration 44Q: 3 clusters Score -1823477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1823491.000000 Penalty: 3120.708252
	Iteration 45Q: 3 clusters Score -1823491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1823505.250000 Penalty: 3120.708252
	Iteration 46Q: 3 clusters Score -1823505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1823507.125000 Penalty: 3120.708252
	Iteration 47Q: 3 clusters Score -1823507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1823511.000000 Penalty: 3120.708252
	Iteration 48Q: 3 clusters Score -1823511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1823515.750000 Penalty: 3120.708252
	Iteration 49Q: 3 clusters Score -1823516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1823519.875000 Penalty: 3120.708252
	Iteration 50Q: 3 clusters Score -1823520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1823526.875000 Penalty: 3120.708252
	Iteration 51Q: 3 clusters Score -1823527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1823529.125000 Penalty: 3120.708252
	Iteration 52Q: 3 clusters Score -1823529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1823532.000000 Penalty: 3120.708252
	Iteration 53Q: 3 clusters Score -1823532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1823533.250000 Penalty: 3120.708252
	Iteration 54Q: 3 clusters Score -1823533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1823536.250000 Penalty: 3120.708252
	Iteration 55Q: 3 clusters Score -1823536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1823536.875000 Penalty: 3120.708252
	Iteration 56Q: 3 clusters Score -1823537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1823540.125000 Penalty: 3120.708252
	Iteration 57Q: 3 clusters Score -1823540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1823542.500000 Penalty: 3120.708252
	Iteration 58Q: 3 clusters Score -1823542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1823545.750000 Penalty: 3120.708252
	Iteration 59Q: 3 clusters Score -1823546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1823550.125000 Penalty: 3120.708252
	Iteration 60F: 3 clusters Score -1823550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1823550.875000 Penalty: 3120.708252
	Iteration 61Q: 3 clusters Score -1823551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1823553.500000 Penalty: 3120.708252
	Iteration 62Q: 3 clusters Score -1823554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1823553.500000 Penalty: 3120.708252
	Iteration 63F: 3 clusters Score -1823554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Entering Unmasked Estep 
Score: -1248657.500000 Penalty: 1506.547119
	Iteration 0F: 2 clusters Score -1248658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1241066.250000 Penalty: 3013.094238
	Iteration 0F: 3 clusters Score -1241066 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1243604.500000 Penalty: 3013.094238
	Iteration 1F: 3 clusters Score -1243604 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1243894.250000 Penalty: 3013.094238
	Iteration 2F: 3 clusters Score -1243894 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1244141.750000 Penalty: 3013.094238
	Iteration 3F: 3 clusters Score -1244142 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1244368.125000 Penalty: 3013.094238
	Iteration 4Q: 3 clusters Score -1244368 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1244589.000000 Penalty: 3013.094238
	Iteration 5Q: 3 clusters Score -1244589 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1244802.625000 Penalty: 3013.094238
	Iteration 6Q: 3 clusters Score -1244803 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1245004.625000 Penalty: 3013.094238
	Iteration 7Q: 3 clusters Score -1245005 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1245193.500000 Penalty: 3013.094238
	Iteration 8Q: 3 clusters Score -1245194 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1245368.750000 Penalty: 3013.094238
	Iteration 9Q: 3 clusters Score -1245369 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1245507.875000 Penalty: 3013.094238
	Iteration 10Q: 3 clusters Score -1245508 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1245616.125000 Penalty: 3013.094238
	Iteration 11Q: 3 clusters Score -1245616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1245701.500000 Penalty: 3013.094238
	Iteration 12Q: 3 clusters Score -1245702 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1245777.250000 Penalty: 3013.094238
	Iteration 13Q: 3 clusters Score -1245777 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1245847.875000 Penalty: 3013.094238
	Iteration 14Q: 3 clusters Score -1245848 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1245910.625000 Penalty: 3013.094238
	Iteration 15Q: 3 clusters Score -1245911 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1245966.750000 Penalty: 3013.094238
	Iteration 16Q: 3 clusters Score -1245967 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1246022.875000 Penalty: 3013.094238
	Iteration 17Q: 3 clusters Score -1246023 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1246065.250000 Penalty: 3013.094238
	Iteration 18Q: 3 clusters Score -1246065 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1246099.375000 Penalty: 3013.094238
	Iteration 19Q: 3 clusters Score -1246099 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1246137.875000 Penalty: 3013.094238
	Iteration 20F: 3 clusters Score -1246138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1246180.875000 Penalty: 3013.094238
	Iteration 21Q: 3 clusters Score -1246181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1246223.875000 Penalty: 3013.094238
	Iteration 22Q: 3 clusters Score -1246224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1246264.625000 Penalty: 3013.094238
	Iteration 23Q: 3 clusters Score -1246265 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1246312.625000 Penalty: 3013.094238
	Iteration 24Q: 3 clusters Score -1246313 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1246347.875000 Penalty: 3013.094238
	Iteration 25Q: 3 clusters Score -1246348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1246385.250000 Penalty: 3013.094238
	Iteration 26Q: 3 clusters Score -1246385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1246426.000000 Penalty: 3013.094238
	Iteration 27Q: 3 clusters Score -1246426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1246466.875000 Penalty: 3013.094238
	Iteration 28Q: 3 clusters Score -1246467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1246513.125000 Penalty: 3013.094238
	Iteration 29Q: 3 clusters Score -1246513 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1246548.125000 Penalty: 3013.094238
	Iteration 30Q: 3 clusters Score -1246548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1246582.125000 Penalty: 3013.094238
	Iteration 31Q: 3 clusters Score -1246582 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1246631.125000 Penalty: 3013.094238
	Iteration 32Q: 3 clusters Score -1246631 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1246685.750000 Penalty: 3013.094238
	Iteration 33Q: 3 clusters Score -1246686 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1246740.250000 Penalty: 3013.094238
	Iteration 34Q: 3 clusters Score -1246740 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1246818.750000 Penalty: 3013.094238
	Iteration 35Q: 3 clusters Score -1246819 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1246925.750000 Penalty: 3013.094238
	Iteration 36Q: 3 clusters Score -1246926 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1247026.250000 Penalty: 3013.094238
	Iteration 37Q: 3 clusters Score -1247026 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1247114.625000 Penalty: 3013.094238
	Iteration 38Q: 3 clusters Score -1247115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1247214.375000 Penalty: 3013.094238
	Iteration 39Q: 3 clusters Score -1247214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1247322.125000 Penalty: 3013.094238
	Iteration 40F: 3 clusters Score -1247322 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1247440.125000 Penalty: 3013.094238
	Iteration 41Q: 3 clusters Score -1247440 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1247586.250000 Penalty: 3013.094238
	Iteration 42Q: 3 clusters Score -1247586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1247743.375000 Penalty: 3013.094238
	Iteration 43Q: 3 clusters Score -1247743 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1247866.875000 Penalty: 3013.094238
	Iteration 44Q: 3 clusters Score -1247867 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1247968.875000 Penalty: 3013.094238
	Iteration 45Q: 3 clusters Score -1247969 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1248021.250000 Penalty: 3013.094238
	Iteration 46Q: 3 clusters Score -1248021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1248054.625000 Penalty: 3013.094238
	Iteration 47Q: 3 clusters Score -1248055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1248070.625000 Penalty: 3013.094238
	Iteration 48Q: 3 clusters Score -1248071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1248081.125000 Penalty: 3013.094238
	Iteration 49Q: 3 clusters Score -1248081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1248090.125000 Penalty: 3013.094238
	Iteration 50Q: 3 clusters Score -1248090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1248094.000000 Penalty: 3013.094238
	Iteration 51Q: 3 clusters Score -1248094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1248095.250000 Penalty: 3013.094238
	Iteration 52Q: 3 clusters Score -1248095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1248098.750000 Penalty: 3013.094238
	Iteration 53Q: 3 clusters Score -1248099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1248099.125000 Penalty: 3013.094238
	Iteration 54Q: 3 clusters Score -1248099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1248101.250000 Penalty: 3013.094238
	Iteration 55Q: 3 clusters Score -1248101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1248101.625000 Penalty: 3013.094238
	Iteration 56Q: 3 clusters Score -1248102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1248103.000000 Penalty: 3013.094238
	Iteration 57Q: 3 clusters Score -1248103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1248105.625000 Penalty: 3013.094238
	Iteration 58Q: 3 clusters Score -1248106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1248108.250000 Penalty: 3013.094238
	Iteration 59Q: 3 clusters Score -1248108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1248109.875000 Penalty: 3013.094238
	Iteration 60F: 3 clusters Score -1248110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1248110.875000 Penalty: 3013.094238
	Iteration 61Q: 3 clusters Score -1248111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1248110.750000 Penalty: 3013.094238
	Iteration 62Q: 3 clusters Score -1248111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1248110.250000 Penalty: 3013.094238
	Iteration 63Q: 3 clusters Score -1248110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1248111.125000 Penalty: 3013.094238
	Iteration 64Q: 3 clusters Score -1248111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1248112.375000 Penalty: 3013.094238
	Iteration 65Q: 3 clusters Score -1248112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1248111.125000 Penalty: 3013.094238
	Iteration 66Q: 3 clusters Score -1248111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1248111.375000 Penalty: 3013.094238
	Iteration 67Q: 3 clusters Score -1248111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1248111.375000 Penalty: 3013.094238
	Iteration 68F: 3 clusters Score -1248111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -250845.453125 Penalty: 1240.107666
	Iteration 0F: 2 clusters Score -250845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248713.843750 Penalty: 2480.215332
	Iteration 0F: 3 clusters Score -248713.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249133.578125 Penalty: 2480.215332
	Iteration 1F: 3 clusters Score -249133.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -249227.375000 Penalty: 2480.215332
	Iteration 2F: 3 clusters Score -249227.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -249288.234375 Penalty: 2480.215332
	Iteration 3Q: 3 clusters Score -249288.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -249326.890625 Penalty: 2480.215332
	Iteration 4Q: 3 clusters Score -249326.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -249357.718750 Penalty: 2480.215332
	Iteration 5Q: 3 clusters Score -249357.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249386.187500 Penalty: 2480.215332
	Iteration 6Q: 3 clusters Score -249386.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -249407.843750 Penalty: 2480.215332
	Iteration 7Q: 3 clusters Score -249407.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -249425.296875 Penalty: 2480.215332
	Iteration 8Q: 3 clusters Score -249425.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -249438.031250 Penalty: 2480.215332
	Iteration 9Q: 3 clusters Score -249438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -249443.078125 Penalty: 2480.215332
	Iteration 10Q: 3 clusters Score -249443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -249449.468750 Penalty: 2480.215332
	Iteration 11Q: 3 clusters Score -249449.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249455.968750 Penalty: 2480.215332
	Iteration 12Q: 3 clusters Score -249456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -249463.125000 Penalty: 2480.215332
	Iteration 13Q: 3 clusters Score -249463.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -249471.062500 Penalty: 2480.215332
	Iteration 14Q: 3 clusters Score -249471.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249480.046875 Penalty: 2480.215332
	Iteration 15Q: 3 clusters Score -249480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -249492.187500 Penalty: 2480.215332
	Iteration 16Q: 3 clusters Score -249492.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -249501.843750 Penalty: 2480.215332
	Iteration 17Q: 3 clusters Score -249501.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -249513.921875 Penalty: 2480.215332
	Iteration 18Q: 3 clusters Score -249513.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -249529.734375 Penalty: 2480.215332
	Iteration 19Q: 3 clusters Score -249529.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -249546.765625 Penalty: 2480.215332
	Iteration 20F: 3 clusters Score -249546.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -249560.984375 Penalty: 2480.215332
	Iteration 21Q: 3 clusters Score -249561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -249579.171875 Penalty: 2480.215332
	Iteration 22Q: 3 clusters Score -249579.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -249606.687500 Penalty: 2480.215332
	Iteration 23Q: 3 clusters Score -249606.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -249624.390625 Penalty: 2480.215332
	Iteration 24Q: 3 clusters Score -249624.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -249642.468750 Penalty: 2480.215332
	Iteration 25Q: 3 clusters Score -249642.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -249668.687500 Penalty: 2480.215332
	Iteration 26Q: 3 clusters Score -249668.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -249696.453125 Penalty: 2480.215332
	Iteration 27Q: 3 clusters Score -249696.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -249742.000000 Penalty: 2480.215332
	Iteration 28Q: 3 clusters Score -249742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -249795.531250 Penalty: 2480.215332
	Iteration 29Q: 3 clusters Score -249795.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -249876.765625 Penalty: 2480.215332
	Iteration 30Q: 3 clusters Score -249876.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -249990.281250 Penalty: 2480.215332
	Iteration 31Q: 3 clusters Score -249990.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -250132.718750 Penalty: 2480.215332
	Iteration 32Q: 3 clusters Score -250132.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -250281.687500 Penalty: 2480.215332
	Iteration 33Q: 3 clusters Score -250281.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -250398.234375 Penalty: 2480.215332
	Iteration 34Q: 3 clusters Score -250398.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -250456.796875 Penalty: 2480.215332
	Iteration 35Q: 3 clusters Score -250456.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -250483.203125 Penalty: 2480.215332
	Iteration 36Q: 3 clusters Score -250483.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -250509.734375 Penalty: 2480.215332
	Iteration 37Q: 3 clusters Score -250509.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -250542.234375 Penalty: 2480.215332
	Iteration 38Q: 3 clusters Score -250542.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -250586.031250 Penalty: 2480.215332
	Iteration 39Q: 3 clusters Score -250586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -250615.703125 Penalty: 2480.215332
	Iteration 40F: 3 clusters Score -250615.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -250632.250000 Penalty: 2480.215332
	Iteration 41Q: 3 clusters Score -250632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -250637.609375 Penalty: 2480.215332
	Iteration 42Q: 3 clusters Score -250637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -250638.781250 Penalty: 2480.215332
	Iteration 43Q: 3 clusters Score -250638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -250638.781250 Penalty: 2480.215332
	Iteration 44F: 3 clusters Score -250638.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -243702.531250 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -243702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -241640.187500 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -241640.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -242134.828125 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -242134.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -242298.812500 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -242298.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -242400.187500 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -242400.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -242467.890625 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -242467.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -242516.390625 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -242516.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -242560.265625 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -242560.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -242604.812500 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -242604.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -242640.718750 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -242640.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -242674.171875 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -242674.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -242705.890625 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -242705.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -242733.765625 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -242733.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -242760.203125 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -242760.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -242786.640625 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -242786.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -242802.031250 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -242802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -242811.859375 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -242811.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -242821.812500 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -242821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -242828.296875 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -242828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -242834.171875 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -242834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -242843.296875 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -242843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -242850.703125 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -242850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -242858.671875 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -242858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -242862.390625 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -242862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -242863.281250 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -242863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -242864.109375 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -242864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -242866.156250 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -242866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -242866.156250 Penalty: 2456.856689
	Iteration 26F: 3 clusters Score -242866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (111919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Entering Unmasked Estep 
Score: -14157200.000000 Penalty: 1889.148682
	Iteration 0F: 2 clusters Score -1.41572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -14083948.000000 Penalty: 3778.297363
	Iteration 0F: 3 clusters Score -1.408395e+07 nChanged 53709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -14115250.000000 Penalty: 3778.297363
	Iteration 1F: 3 clusters Score -1.411525e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -14116198.000000 Penalty: 3778.297363
	Iteration 2Q: 3 clusters Score -1.41162e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -14117483.000000 Penalty: 3778.297363
	Iteration 3Q: 3 clusters Score -1.411748e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -14119274.000000 Penalty: 3778.297363
	Iteration 4Q: 3 clusters Score -1.411927e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -14121867.000000 Penalty: 3778.297363
	Iteration 5Q: 3 clusters Score -1.412187e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -14125576.000000 Penalty: 3778.297363
	Iteration 6F: 3 clusters Score -1.412558e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -14130202.000000 Penalty: 3778.297363
	Iteration 7F: 3 clusters Score -1.41302e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -14135575.000000 Penalty: 3778.297363
	Iteration 8F: 3 clusters Score -1.413558e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -14140401.000000 Penalty: 3778.297363
	Iteration 9F: 3 clusters Score -1.41404e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -14144890.000000 Penalty: 3778.297363
	Iteration 10F: 3 clusters Score -1.414489e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -14148634.000000 Penalty: 3778.297363
	Iteration 11Q: 3 clusters Score -1.414863e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -14151217.000000 Penalty: 3778.297363
	Iteration 12Q: 3 clusters Score -1.415122e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -14152815.000000 Penalty: 3778.297363
	Iteration 13Q: 3 clusters Score -1.415282e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108361 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -14153819.000000 Penalty: 3778.297363
	Iteration 14Q: 3 clusters Score -1.415382e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -14154458.000000 Penalty: 3778.297363
	Iteration 15Q: 3 clusters Score -1.415446e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110010 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14154893.000000 Penalty: 3778.297363
	Iteration 16Q: 3 clusters Score -1.415489e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14155200.000000 Penalty: 3778.297363
	Iteration 17Q: 3 clusters Score -1.41552e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14155294.000000 Penalty: 3778.297363
	Iteration 18Q: 3 clusters Score -1.415529e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14155398.000000 Penalty: 3778.297363
	Iteration 19Q: 3 clusters Score -1.41554e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14155469.000000 Penalty: 3778.297363
	Iteration 20F: 3 clusters Score -1.415547e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14155514.000000 Penalty: 3778.297363
	Iteration 21Q: 3 clusters Score -1.415551e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14155579.000000 Penalty: 3778.297363
	Iteration 22Q: 3 clusters Score -1.415558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14155599.000000 Penalty: 3778.297363
	Iteration 23Q: 3 clusters Score -1.41556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14155629.000000 Penalty: 3778.297363
	Iteration 24Q: 3 clusters Score -1.415563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14155636.000000 Penalty: 3778.297363
	Iteration 25Q: 3 clusters Score -1.415564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -14155670.000000 Penalty: 3778.297363
	Iteration 26Q: 3 clusters Score -1.415567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14155683.000000 Penalty: 3778.297363
	Iteration 27Q: 3 clusters Score -1.415568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14155696.000000 Penalty: 3778.297363
	Iteration 28Q: 3 clusters Score -1.41557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111208 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14155701.000000 Penalty: 3778.297363
	Iteration 29Q: 3 clusters Score -1.41557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14155708.000000 Penalty: 3778.297363
	Iteration 30Q: 3 clusters Score -1.415571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111230 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14155715.000000 Penalty: 3778.297363
	Iteration 31Q: 3 clusters Score -1.415572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14155723.000000 Penalty: 3778.297363
	Iteration 32Q: 3 clusters Score -1.415572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14155743.000000 Penalty: 3778.297363
	Iteration 33Q: 3 clusters Score -1.415574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111259 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14155741.000000 Penalty: 3778.297363
	Iteration 34Q: 3 clusters Score -1.415574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14155738.000000 Penalty: 3778.297363
	Iteration 35Q: 3 clusters Score -1.415574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14155741.000000 Penalty: 3778.297363
	Iteration 36Q: 3 clusters Score -1.415574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14155754.000000 Penalty: 3778.297363
	Iteration 37Q: 3 clusters Score -1.415575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14155746.000000 Penalty: 3778.297363
	Iteration 38Q: 3 clusters Score -1.415575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14155757.000000 Penalty: 3778.297363
	Iteration 39Q: 3 clusters Score -1.415576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14155761.000000 Penalty: 3778.297363
	Iteration 40F: 3 clusters Score -1.415576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14155755.000000 Penalty: 3778.297363
	Iteration 41Q: 3 clusters Score -1.415576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14155745.000000 Penalty: 3778.297363
	Iteration 42Q: 3 clusters Score -1.415574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14155743.000000 Penalty: 3778.297363
	Iteration 43Q: 3 clusters Score -1.415574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14155741.000000 Penalty: 3778.297363
	Iteration 44Q: 3 clusters Score -1.415574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14155748.000000 Penalty: 3778.297363
	Iteration 45Q: 3 clusters Score -1.415575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14155748.000000 Penalty: 3778.297363
	Iteration 46F: 3 clusters Score -1.415575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Entering Unmasked Estep 
Score: -972552.062500 Penalty: 1456.700684
	Iteration 0F: 2 clusters Score -972552.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -966815.312500 Penalty: 2913.401367
	Iteration 0F: 3 clusters Score -966815.3 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -968598.750000 Penalty: 2913.401367
	Iteration 1F: 3 clusters Score -968598.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -968845.750000 Penalty: 2913.401367
	Iteration 2F: 3 clusters Score -968845.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -969017.687500 Penalty: 2913.401367
	Iteration 3F: 3 clusters Score -969017.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -969143.500000 Penalty: 2913.401367
	Iteration 4Q: 3 clusters Score -969143.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -969272.187500 Penalty: 2913.401367
	Iteration 5Q: 3 clusters Score -969272.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -969404.937500 Penalty: 2913.401367
	Iteration 6Q: 3 clusters Score -969404.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -969547.812500 Penalty: 2913.401367
	Iteration 7Q: 3 clusters Score -969547.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -969729.812500 Penalty: 2913.401367
	Iteration 8Q: 3 clusters Score -969729.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -969964.062500 Penalty: 2913.401367
	Iteration 9Q: 3 clusters Score -969964.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -970199.812500 Penalty: 2913.401367
	Iteration 10Q: 3 clusters Score -970199.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -970409.937500 Penalty: 2913.401367
	Iteration 11Q: 3 clusters Score -970409.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -970604.937500 Penalty: 2913.401367
	Iteration 12Q: 3 clusters Score -970604.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -970766.812500 Penalty: 2913.401367
	Iteration 13Q: 3 clusters Score -970766.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -970895.750000 Penalty: 2913.401367
	Iteration 14Q: 3 clusters Score -970895.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -970990.937500 Penalty: 2913.401367
	Iteration 15Q: 3 clusters Score -970990.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -971074.250000 Penalty: 2913.401367
	Iteration 16Q: 3 clusters Score -971074.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -971145.750000 Penalty: 2913.401367
	Iteration 17Q: 3 clusters Score -971145.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -971204.250000 Penalty: 2913.401367
	Iteration 18Q: 3 clusters Score -971204.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -971240.375000 Penalty: 2913.401367
	Iteration 19Q: 3 clusters Score -971240.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -971262.687500 Penalty: 2913.401367
	Iteration 20F: 3 clusters Score -971262.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -971276.875000 Penalty: 2913.401367
	Iteration 21Q: 3 clusters Score -971276.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -971289.312500 Penalty: 2913.401367
	Iteration 22Q: 3 clusters Score -971289.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -971301.250000 Penalty: 2913.401367
	Iteration 23Q: 3 clusters Score -971301.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -971315.250000 Penalty: 2913.401367
	Iteration 24Q: 3 clusters Score -971315.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -971322.312500 Penalty: 2913.401367
	Iteration 25Q: 3 clusters Score -971322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -971328.750000 Penalty: 2913.401367
	Iteration 26Q: 3 clusters Score -971328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -971338.062500 Penalty: 2913.401367
	Iteration 27Q: 3 clusters Score -971338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -971345.250000 Penalty: 2913.401367
	Iteration 28Q: 3 clusters Score -971345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -971353.937500 Penalty: 2913.401367
	Iteration 29Q: 3 clusters Score -971353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -971355.625000 Penalty: 2913.401367
	Iteration 30Q: 3 clusters Score -971355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -971360.250000 Penalty: 2913.401367
	Iteration 31Q: 3 clusters Score -971360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -971363.937500 Penalty: 2913.401367
	Iteration 32Q: 3 clusters Score -971363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -971365.562500 Penalty: 2913.401367
	Iteration 33Q: 3 clusters Score -971365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -971366.875000 Penalty: 2913.401367
	Iteration 34Q: 3 clusters Score -971366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -971370.875000 Penalty: 2913.401367
	Iteration 35Q: 3 clusters Score -971370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -971372.687500 Penalty: 2913.401367
	Iteration 36Q: 3 clusters Score -971372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -971372.312500 Penalty: 2913.401367
	Iteration 37Q: 3 clusters Score -971372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -971371.937500 Penalty: 2913.401367
	Iteration 38Q: 3 clusters Score -971371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -971371.937500 Penalty: 2913.401367
	Iteration 39F: 3 clusters Score -971371.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Entering Unmasked Estep 
Score: -827027.062500 Penalty: 1432.304565
	Iteration 0F: 2 clusters Score -827027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -821910.250000 Penalty: 2864.609131
	Iteration 0F: 3 clusters Score -821910.2 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -823475.062500 Penalty: 2864.609131
	Iteration 1F: 3 clusters Score -823475.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -823711.062500 Penalty: 2864.609131
	Iteration 2F: 3 clusters Score -823711.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -823917.312500 Penalty: 2864.609131
	Iteration 3F: 3 clusters Score -823917.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -824138.875000 Penalty: 2864.609131
	Iteration 4F: 3 clusters Score -824138.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -824381.062500 Penalty: 2864.609131
	Iteration 5F: 3 clusters Score -824381.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -824677.375000 Penalty: 2864.609131
	Iteration 6F: 3 clusters Score -824677.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -824970.312500 Penalty: 2864.609131
	Iteration 7F: 3 clusters Score -824970.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -825222.562500 Penalty: 2864.609131
	Iteration 8Q: 3 clusters Score -825222.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -825431.812500 Penalty: 2864.609131
	Iteration 9Q: 3 clusters Score -825431.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -825642.937500 Penalty: 2864.609131
	Iteration 10Q: 3 clusters Score -825642.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -825757.375000 Penalty: 2864.609131
	Iteration 11Q: 3 clusters Score -825757.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -825852.062500 Penalty: 2864.609131
	Iteration 12Q: 3 clusters Score -825852.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -825908.062500 Penalty: 2864.609131
	Iteration 13Q: 3 clusters Score -825908.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -825943.000000 Penalty: 2864.609131
	Iteration 14Q: 3 clusters Score -825943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -825963.187500 Penalty: 2864.609131
	Iteration 15Q: 3 clusters Score -825963.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -825973.625000 Penalty: 2864.609131
	Iteration 16Q: 3 clusters Score -825973.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -825979.437500 Penalty: 2864.609131
	Iteration 17Q: 3 clusters Score -825979.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -825984.687500 Penalty: 2864.609131
	Iteration 18Q: 3 clusters Score -825984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -825987.375000 Penalty: 2864.609131
	Iteration 19Q: 3 clusters Score -825987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -825991.062500 Penalty: 2864.609131
	Iteration 20F: 3 clusters Score -825991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -825993.187500 Penalty: 2864.609131
	Iteration 21Q: 3 clusters Score -825993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -825996.312500 Penalty: 2864.609131
	Iteration 22Q: 3 clusters Score -825996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -825997.875000 Penalty: 2864.609131
	Iteration 23Q: 3 clusters Score -825997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -825998.750000 Penalty: 2864.609131
	Iteration 24Q: 3 clusters Score -825998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -825999.812500 Penalty: 2864.609131
	Iteration 25Q: 3 clusters Score -825999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -825999.750000 Penalty: 2864.609131
	Iteration 26Q: 3 clusters Score -825999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -826003.125000 Penalty: 2864.609131
	Iteration 27Q: 3 clusters Score -826003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -826008.500000 Penalty: 2864.609131
	Iteration 28Q: 3 clusters Score -826008.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -826012.375000 Penalty: 2864.609131
	Iteration 29Q: 3 clusters Score -826012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -826018.250000 Penalty: 2864.609131
	Iteration 30Q: 3 clusters Score -826018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -826020.187500 Penalty: 2864.609131
	Iteration 31Q: 3 clusters Score -826020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -826020.187500 Penalty: 2864.609131
	Iteration 32F: 3 clusters Score -826020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -95902.281250 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -95902.28 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 441 members 
Entering Unmasked Estep 
Score: -94614.375000 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -94614.38 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94960.023438 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -94960.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95062.953125 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -95062.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95141.929688 Penalty: 2201.622803
	Iteration 3F: 3 clusters Score -95141.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95203.226562 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -95203.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95258.851562 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -95258.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95300.851562 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -95300.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95342.460938 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -95342.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95389.593750 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -95389.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95404.742188 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -95404.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95412.664062 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -95412.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95424.273438 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -95424.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -95440.921875 Penalty: 2201.622803
	Iteration 12Q: 3 clusters Score -95440.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -95447.960938 Penalty: 2201.622803
	Iteration 13Q: 3 clusters Score -95447.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -95456.984375 Penalty: 2201.622803
	Iteration 14Q: 3 clusters Score -95456.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -95462.523438 Penalty: 2201.622803
	Iteration 15Q: 3 clusters Score -95462.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -95466.812500 Penalty: 2201.622803
	Iteration 16Q: 3 clusters Score -95466.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -95472.593750 Penalty: 2201.622803
	Iteration 17Q: 3 clusters Score -95472.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -95475.843750 Penalty: 2201.622803
	Iteration 18Q: 3 clusters Score -95475.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -95479.468750 Penalty: 2201.622803
	Iteration 19Q: 3 clusters Score -95479.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -95482.835938 Penalty: 2201.622803
	Iteration 20F: 3 clusters Score -95482.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95487.867188 Penalty: 2201.622803
	Iteration 21Q: 3 clusters Score -95487.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95492.671875 Penalty: 2201.622803
	Iteration 22Q: 3 clusters Score -95492.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95492.671875 Penalty: 2201.622803
	Iteration 23F: 3 clusters Score -95492.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Entering Unmasked Estep 
Score: -2002168.500000 Penalty: 1576.253784
	Iteration 0F: 2 clusters Score -2002168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1990907.125000 Penalty: 3152.507568
	Iteration 0F: 3 clusters Score -1990907 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1995114.625000 Penalty: 3152.507568
	Iteration 1F: 3 clusters Score -1995115 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1995656.625000 Penalty: 3152.507568
	Iteration 2F: 3 clusters Score -1995657 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1996270.375000 Penalty: 3152.507568
	Iteration 3F: 3 clusters Score -1996270 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1996977.875000 Penalty: 3152.507568
	Iteration 4F: 3 clusters Score -1996978 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1997739.000000 Penalty: 3152.507568
	Iteration 5F: 3 clusters Score -1997739 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1998424.375000 Penalty: 3152.507568
	Iteration 6F: 3 clusters Score -1998424 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1999046.875000 Penalty: 3152.507568
	Iteration 7F: 3 clusters Score -1999047 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1999512.625000 Penalty: 3152.507568
	Iteration 8Q: 3 clusters Score -1999513 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1999772.500000 Penalty: 3152.507568
	Iteration 9Q: 3 clusters Score -1999772 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1999912.125000 Penalty: 3152.507568
	Iteration 10Q: 3 clusters Score -1999912 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1999991.375000 Penalty: 3152.507568
	Iteration 11Q: 3 clusters Score -1999991 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2000026.875000 Penalty: 3152.507568
	Iteration 12Q: 3 clusters Score -2000027 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2000063.625000 Penalty: 3152.507568
	Iteration 13Q: 3 clusters Score -2000064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2000083.625000 Penalty: 3152.507568
	Iteration 14Q: 3 clusters Score -2000084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2000102.250000 Penalty: 3152.507568
	Iteration 15Q: 3 clusters Score -2000102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2000121.125000 Penalty: 3152.507568
	Iteration 16Q: 3 clusters Score -2000121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2000124.750000 Penalty: 3152.507568
	Iteration 17Q: 3 clusters Score -2000125 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2000144.250000 Penalty: 3152.507568
	Iteration 18Q: 3 clusters Score -2000144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2000152.000000 Penalty: 3152.507568
	Iteration 19Q: 3 clusters Score -2000152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2000167.625000 Penalty: 3152.507568
	Iteration 20F: 3 clusters Score -2000168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2000179.250000 Penalty: 3152.507568
	Iteration 21Q: 3 clusters Score -2000179 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2000190.250000 Penalty: 3152.507568
	Iteration 22Q: 3 clusters Score -2000190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2000200.875000 Penalty: 3152.507568
	Iteration 23Q: 3 clusters Score -2000201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2000220.125000 Penalty: 3152.507568
	Iteration 24Q: 3 clusters Score -2000220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2000223.875000 Penalty: 3152.507568
	Iteration 25Q: 3 clusters Score -2000224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2000237.750000 Penalty: 3152.507568
	Iteration 26Q: 3 clusters Score -2000238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2000243.875000 Penalty: 3152.507568
	Iteration 27Q: 3 clusters Score -2000244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2000255.125000 Penalty: 3152.507568
	Iteration 28Q: 3 clusters Score -2000255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2000262.375000 Penalty: 3152.507568
	Iteration 29Q: 3 clusters Score -2000262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2000268.750000 Penalty: 3152.507568
	Iteration 30Q: 3 clusters Score -2000269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2000277.500000 Penalty: 3152.507568
	Iteration 31Q: 3 clusters Score -2000278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2000287.375000 Penalty: 3152.507568
	Iteration 32Q: 3 clusters Score -2000287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2000296.625000 Penalty: 3152.507568
	Iteration 33Q: 3 clusters Score -2000297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2000302.750000 Penalty: 3152.507568
	Iteration 34Q: 3 clusters Score -2000303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2000311.500000 Penalty: 3152.507568
	Iteration 35Q: 3 clusters Score -2000312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2000321.875000 Penalty: 3152.507568
	Iteration 36Q: 3 clusters Score -2000322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2000330.250000 Penalty: 3152.507568
	Iteration 37Q: 3 clusters Score -2000330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2000343.750000 Penalty: 3152.507568
	Iteration 38Q: 3 clusters Score -2000344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2000361.125000 Penalty: 3152.507568
	Iteration 39Q: 3 clusters Score -2000361 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2000372.000000 Penalty: 3152.507568
	Iteration 40F: 3 clusters Score -2000372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2000393.250000 Penalty: 3152.507568
	Iteration 41Q: 3 clusters Score -2000393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2000396.500000 Penalty: 3152.507568
	Iteration 42Q: 3 clusters Score -2000396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2000409.250000 Penalty: 3152.507568
	Iteration 43Q: 3 clusters Score -2000409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2000420.875000 Penalty: 3152.507568
	Iteration 44Q: 3 clusters Score -2000421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2000432.000000 Penalty: 3152.507568
	Iteration 45Q: 3 clusters Score -2000432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2000440.625000 Penalty: 3152.507568
	Iteration 46Q: 3 clusters Score -2000441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2000450.000000 Penalty: 3152.507568
	Iteration 47Q: 3 clusters Score -2000450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2000458.625000 Penalty: 3152.507568
	Iteration 48Q: 3 clusters Score -2000459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2000468.375000 Penalty: 3152.507568
	Iteration 49Q: 3 clusters Score -2000468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2000489.125000 Penalty: 3152.507568
	Iteration 50Q: 3 clusters Score -2000489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2000507.250000 Penalty: 3152.507568
	Iteration 51Q: 3 clusters Score -2000507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2000531.375000 Penalty: 3152.507568
	Iteration 52Q: 3 clusters Score -2000531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2000578.125000 Penalty: 3152.507568
	Iteration 53Q: 3 clusters Score -2000578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2000644.375000 Penalty: 3152.507568
	Iteration 54Q: 3 clusters Score -2000644 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2000720.250000 Penalty: 3152.507568
	Iteration 55Q: 3 clusters Score -2000720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2000786.625000 Penalty: 3152.507568
	Iteration 56Q: 3 clusters Score -2000787 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2000833.750000 Penalty: 3152.507568
	Iteration 57Q: 3 clusters Score -2000834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2000865.250000 Penalty: 3152.507568
	Iteration 58Q: 3 clusters Score -2000865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2000886.125000 Penalty: 3152.507568
	Iteration 59Q: 3 clusters Score -2000886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2000902.000000 Penalty: 3152.507568
	Iteration 60F: 3 clusters Score -2000902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2000919.250000 Penalty: 3152.507568
	Iteration 61Q: 3 clusters Score -2000919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2000928.750000 Penalty: 3152.507568
	Iteration 62Q: 3 clusters Score -2000929 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2000943.125000 Penalty: 3152.507568
	Iteration 63Q: 3 clusters Score -2000943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2000956.250000 Penalty: 3152.507568
	Iteration 64Q: 3 clusters Score -2000956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2000965.250000 Penalty: 3152.507568
	Iteration 65Q: 3 clusters Score -2000965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2000975.375000 Penalty: 3152.507568
	Iteration 66Q: 3 clusters Score -2000975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2000993.625000 Penalty: 3152.507568
	Iteration 67Q: 3 clusters Score -2000994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2001011.250000 Penalty: 3152.507568
	Iteration 68Q: 3 clusters Score -2001011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2001021.125000 Penalty: 3152.507568
	Iteration 69Q: 3 clusters Score -2001021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2001021.250000 Penalty: 3152.507568
	Iteration 70Q: 3 clusters Score -2001021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2001036.125000 Penalty: 3152.507568
	Iteration 71Q: 3 clusters Score -2001036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2001041.000000 Penalty: 3152.507568
	Iteration 72Q: 3 clusters Score -2001041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2001047.375000 Penalty: 3152.507568
	Iteration 73Q: 3 clusters Score -2001047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2001053.500000 Penalty: 3152.507568
	Iteration 74Q: 3 clusters Score -2001054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2001062.750000 Penalty: 3152.507568
	Iteration 75Q: 3 clusters Score -2001063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2001078.875000 Penalty: 3152.507568
	Iteration 76Q: 3 clusters Score -2001079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2001096.375000 Penalty: 3152.507568
	Iteration 77Q: 3 clusters Score -2001096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2001108.625000 Penalty: 3152.507568
	Iteration 78Q: 3 clusters Score -2001109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2001124.500000 Penalty: 3152.507568
	Iteration 79Q: 3 clusters Score -2001124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2001138.250000 Penalty: 3152.507568
	Iteration 80F: 3 clusters Score -2001138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2001144.875000 Penalty: 3152.507568
	Iteration 81Q: 3 clusters Score -2001145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2001153.625000 Penalty: 3152.507568
	Iteration 82Q: 3 clusters Score -2001154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2001156.125000 Penalty: 3152.507568
	Iteration 83Q: 3 clusters Score -2001156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2001166.875000 Penalty: 3152.507568
	Iteration 84Q: 3 clusters Score -2001167 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2001179.750000 Penalty: 3152.507568
	Iteration 85Q: 3 clusters Score -2001180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2001188.750000 Penalty: 3152.507568
	Iteration 86Q: 3 clusters Score -2001189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2001202.875000 Penalty: 3152.507568
	Iteration 87Q: 3 clusters Score -2001203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2001210.375000 Penalty: 3152.507568
	Iteration 88Q: 3 clusters Score -2001210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2001219.500000 Penalty: 3152.507568
	Iteration 89Q: 3 clusters Score -2001220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2001225.125000 Penalty: 3152.507568
	Iteration 90Q: 3 clusters Score -2001225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2001226.875000 Penalty: 3152.507568
	Iteration 91Q: 3 clusters Score -2001227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2001236.125000 Penalty: 3152.507568
	Iteration 92Q: 3 clusters Score -2001236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2001235.875000 Penalty: 3152.507568
	Iteration 93Q: 3 clusters Score -2001236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2001245.500000 Penalty: 3152.507568
	Iteration 94Q: 3 clusters Score -2001246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2001247.875000 Penalty: 3152.507568
	Iteration 95Q: 3 clusters Score -2001248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2001245.750000 Penalty: 3152.507568
	Iteration 96Q: 3 clusters Score -2001246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2001248.750000 Penalty: 3152.507568
	Iteration 97Q: 3 clusters Score -2001249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2001250.875000 Penalty: 3152.507568
	Iteration 98Q: 3 clusters Score -2001251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2001252.750000 Penalty: 3152.507568
	Iteration 99Q: 3 clusters Score -2001253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2001251.625000 Penalty: 3152.507568
	Iteration 100F: 3 clusters Score -2001252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2001250.250000 Penalty: 3152.507568
	Iteration 101Q: 3 clusters Score -2001250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2001255.750000 Penalty: 3152.507568
	Iteration 102Q: 3 clusters Score -2001256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2001258.000000 Penalty: 3152.507568
	Iteration 103Q: 3 clusters Score -2001258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2001266.625000 Penalty: 3152.507568
	Iteration 104Q: 3 clusters Score -2001267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2001269.875000 Penalty: 3152.507568
	Iteration 105Q: 3 clusters Score -2001270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2001270.625000 Penalty: 3152.507568
	Iteration 106Q: 3 clusters Score -2001271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2001267.750000 Penalty: 3152.507568
	Iteration 107Q: 3 clusters Score -2001268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2001267.750000 Penalty: 3152.507568
	Iteration 108Q: 3 clusters Score -2001268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2001273.875000 Penalty: 3152.507568
	Iteration 109Q: 3 clusters Score -2001274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2001279.125000 Penalty: 3152.507568
	Iteration 110Q: 3 clusters Score -2001279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2001278.750000 Penalty: 3152.507568
	Iteration 111Q: 3 clusters Score -2001279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2001279.125000 Penalty: 3152.507568
	Iteration 112Q: 3 clusters Score -2001279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2001281.500000 Penalty: 3152.507568
	Iteration 113Q: 3 clusters Score -2001282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2001283.250000 Penalty: 3152.507568
	Iteration 114Q: 3 clusters Score -2001283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2001285.750000 Penalty: 3152.507568
	Iteration 115Q: 3 clusters Score -2001286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2001288.625000 Penalty: 3152.507568
	Iteration 116Q: 3 clusters Score -2001289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2001291.625000 Penalty: 3152.507568
	Iteration 117Q: 3 clusters Score -2001292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2001293.375000 Penalty: 3152.507568
	Iteration 118Q: 3 clusters Score -2001293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2001297.750000 Penalty: 3152.507568
	Iteration 119Q: 3 clusters Score -2001298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2001293.125000 Penalty: 3152.507568
	Iteration 120F: 3 clusters Score -2001293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2001293.750000 Penalty: 3152.507568
	Iteration 121Q: 3 clusters Score -2001294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2001295.875000 Penalty: 3152.507568
	Iteration 122Q: 3 clusters Score -2001296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2001296.750000 Penalty: 3152.507568
	Iteration 123Q: 3 clusters Score -2001297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2001298.000000 Penalty: 3152.507568
	Iteration 124Q: 3 clusters Score -2001298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2001298.000000 Penalty: 3152.507568
	Iteration 125F: 3 clusters Score -2001298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26910.474609 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -26910.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26095.464844 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -26095.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26189.843750 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -26189.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26211.544922 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -26211.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26214.585938 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -26214.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26214.585938 Penalty: 1789.232788
	Iteration 4F: 3 clusters Score -26214.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -18614.613281 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -18614.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17915.066406 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -17915.07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18405.630859 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -18405.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18648.587891 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -18648.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18766.306641 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -18766.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18771.052734 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -18771.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18772.013672 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -18772.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18772.013672 Penalty: 1918.355835
	Iteration 6F: 3 clusters Score -18772.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 102778 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112265 members 
Mstep: Class 7 contains 106138 members 
Mstep: Class 8 contains 91626 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 39538 members 
Mstep: Class 17 contains 90045 members 
Mstep: Class 18 contains 92994 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116368 members 
Mstep: Class 23 contains 103696 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65241 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 111919 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6729 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16318 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 112 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4880 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Mstep: Class 42 contains 254 members 
Entering Unmasked Estep 
Score: -141739712.000000 Penalty: 95283.945312
Splitting cluster 37 changes total score from -141740976.000000 to -141739712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -19064.007812 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -19064.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18341.585938 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -18341.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18581.871094 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18581.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18712.994141 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18712.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18741.917969 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18741.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18756.837891 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18756.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18760.828125 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18760.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18760.828125 Penalty: 1827.805786
	Iteration 6F: 3 clusters Score -18760.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Entering Unmasked Estep 
Score: -563371.687500 Penalty: 1380.096436
	Iteration 0F: 2 clusters Score -563371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -559489.687500 Penalty: 2760.192871
	Iteration 0F: 3 clusters Score -559489.7 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -560674.687500 Penalty: 2760.192871
	Iteration 1F: 3 clusters Score -560674.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -560941.500000 Penalty: 2760.192871
	Iteration 2F: 3 clusters Score -560941.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -561106.312500 Penalty: 2760.192871
	Iteration 3F: 3 clusters Score -561106.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -561251.312500 Penalty: 2760.192871
	Iteration 4Q: 3 clusters Score -561251.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -561393.812500 Penalty: 2760.192871
	Iteration 5Q: 3 clusters Score -561393.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -561537.187500 Penalty: 2760.192871
	Iteration 6Q: 3 clusters Score -561537.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -561645.750000 Penalty: 2760.192871
	Iteration 7Q: 3 clusters Score -561645.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -561737.250000 Penalty: 2760.192871
	Iteration 8Q: 3 clusters Score -561737.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -561802.250000 Penalty: 2760.192871
	Iteration 9Q: 3 clusters Score -561802.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -561861.125000 Penalty: 2760.192871
	Iteration 10Q: 3 clusters Score -561861.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -561918.687500 Penalty: 2760.192871
	Iteration 11Q: 3 clusters Score -561918.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -561976.687500 Penalty: 2760.192871
	Iteration 12Q: 3 clusters Score -561976.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -562023.375000 Penalty: 2760.192871
	Iteration 13Q: 3 clusters Score -562023.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -562072.000000 Penalty: 2760.192871
	Iteration 14Q: 3 clusters Score -562072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -562124.562500 Penalty: 2760.192871
	Iteration 15Q: 3 clusters Score -562124.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -562170.875000 Penalty: 2760.192871
	Iteration 16Q: 3 clusters Score -562170.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -562212.500000 Penalty: 2760.192871
	Iteration 17Q: 3 clusters Score -562212.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -562260.312500 Penalty: 2760.192871
	Iteration 18Q: 3 clusters Score -562260.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -562303.375000 Penalty: 2760.192871
	Iteration 19Q: 3 clusters Score -562303.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -562349.437500 Penalty: 2760.192871
	Iteration 20F: 3 clusters Score -562349.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -562384.750000 Penalty: 2760.192871
	Iteration 21Q: 3 clusters Score -562384.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -562408.750000 Penalty: 2760.192871
	Iteration 22Q: 3 clusters Score -562408.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -562430.812500 Penalty: 2760.192871
	Iteration 23Q: 3 clusters Score -562430.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -562443.687500 Penalty: 2760.192871
	Iteration 24Q: 3 clusters Score -562443.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -562455.125000 Penalty: 2760.192871
	Iteration 25Q: 3 clusters Score -562455.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -562463.562500 Penalty: 2760.192871
	Iteration 26Q: 3 clusters Score -562463.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -562472.187500 Penalty: 2760.192871
	Iteration 27Q: 3 clusters Score -562472.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -562478.437500 Penalty: 2760.192871
	Iteration 28Q: 3 clusters Score -562478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -562485.812500 Penalty: 2760.192871
	Iteration 29Q: 3 clusters Score -562485.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -562489.812500 Penalty: 2760.192871
	Iteration 30Q: 3 clusters Score -562489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -562493.562500 Penalty: 2760.192871
	Iteration 31Q: 3 clusters Score -562493.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -562496.500000 Penalty: 2760.192871
	Iteration 32Q: 3 clusters Score -562496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -562497.750000 Penalty: 2760.192871
	Iteration 33Q: 3 clusters Score -562497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -562499.750000 Penalty: 2760.192871
	Iteration 34Q: 3 clusters Score -562499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -562500.375000 Penalty: 2760.192871
	Iteration 35Q: 3 clusters Score -562500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -562502.625000 Penalty: 2760.192871
	Iteration 36Q: 3 clusters Score -562502.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -562503.812500 Penalty: 2760.192871
	Iteration 37Q: 3 clusters Score -562503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -562505.625000 Penalty: 2760.192871
	Iteration 38Q: 3 clusters Score -562505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -562506.000000 Penalty: 2760.192871
	Iteration 39Q: 3 clusters Score -562506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -562507.250000 Penalty: 2760.192871
	Iteration 40F: 3 clusters Score -562507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -20669.025391 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -20669.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19977.380859 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -19977.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20044.769531 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -20044.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20069.460938 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -20069.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20082.576172 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -20082.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20087.306641 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -20087.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20093.259766 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -20093.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20100.595703 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -20100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20108.136719 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -20108.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20113.472656 Penalty: 1721.953125
	Iteration 8Q: 3 clusters Score -20113.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20120.273438 Penalty: 1721.953125
	Iteration 9Q: 3 clusters Score -20120.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20126.763672 Penalty: 1721.953125
	Iteration 10Q: 3 clusters Score -20126.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20131.544922 Penalty: 1721.953125
	Iteration 11Q: 3 clusters Score -20131.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20132.949219 Penalty: 1721.953125
	Iteration 12Q: 3 clusters Score -20132.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20137.357422 Penalty: 1721.953125
	Iteration 13Q: 3 clusters Score -20137.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20140.078125 Penalty: 1721.953125
	Iteration 14Q: 3 clusters Score -20140.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20140.078125 Penalty: 1721.953125
	Iteration 15F: 3 clusters Score -20140.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -859287.375000 Penalty: 1439.299927
	Iteration 0F: 2 clusters Score -859287.4 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 3527 members 
Entering Unmasked Estep 
Score: -854042.500000 Penalty: 2878.599854
	Iteration 0F: 3 clusters Score -854042.5 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -855614.625000 Penalty: 2878.599854
	Iteration 1F: 3 clusters Score -855614.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -855860.375000 Penalty: 2878.599854
	Iteration 2F: 3 clusters Score -855860.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -856061.562500 Penalty: 2878.599854
	Iteration 3F: 3 clusters Score -856061.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -856213.187500 Penalty: 2878.599854
	Iteration 4Q: 3 clusters Score -856213.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -856364.312500 Penalty: 2878.599854
	Iteration 5Q: 3 clusters Score -856364.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -856524.625000 Penalty: 2878.599854
	Iteration 6Q: 3 clusters Score -856524.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -856733.687500 Penalty: 2878.599854
	Iteration 7Q: 3 clusters Score -856733.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -856971.687500 Penalty: 2878.599854
	Iteration 8Q: 3 clusters Score -856971.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -857224.812500 Penalty: 2878.599854
	Iteration 9Q: 3 clusters Score -857224.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -857486.125000 Penalty: 2878.599854
	Iteration 10Q: 3 clusters Score -857486.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -857687.687500 Penalty: 2878.599854
	Iteration 11Q: 3 clusters Score -857687.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -857861.875000 Penalty: 2878.599854
	Iteration 12Q: 3 clusters Score -857861.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -858012.187500 Penalty: 2878.599854
	Iteration 13Q: 3 clusters Score -858012.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -858128.500000 Penalty: 2878.599854
	Iteration 14Q: 3 clusters Score -858128.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -858230.000000 Penalty: 2878.599854
	Iteration 15Q: 3 clusters Score -858230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -858310.312500 Penalty: 2878.599854
	Iteration 16Q: 3 clusters Score -858310.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -858380.500000 Penalty: 2878.599854
	Iteration 17Q: 3 clusters Score -858380.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -858455.500000 Penalty: 2878.599854
	Iteration 18Q: 3 clusters Score -858455.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -858515.437500 Penalty: 2878.599854
	Iteration 19Q: 3 clusters Score -858515.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -858597.500000 Penalty: 2878.599854
	Iteration 20F: 3 clusters Score -858597.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -858708.062500 Penalty: 2878.599854
	Iteration 21Q: 3 clusters Score -858708.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -858755.875000 Penalty: 2878.599854
	Iteration 22Q: 3 clusters Score -858755.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -858786.937500 Penalty: 2878.599854
	Iteration 23Q: 3 clusters Score -858786.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -858794.437500 Penalty: 2878.599854
	Iteration 24Q: 3 clusters Score -858794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -858797.437500 Penalty: 2878.599854
	Iteration 25Q: 3 clusters Score -858797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -858797.250000 Penalty: 2878.599854
	Iteration 26Q: 3 clusters Score -858797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -858801.062500 Penalty: 2878.599854
	Iteration 27Q: 3 clusters Score -858801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -858803.437500 Penalty: 2878.599854
	Iteration 28Q: 3 clusters Score -858803.4 nChanged 5
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: -858805.312500 Penalty: 2878.599854
	Iteration 29Q: 3 clusters Score -858805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -858806.812500 Penalty: 2878.599854
	Iteration 30Q: 3 clusters Score -858806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -858810.062500 Penalty: 2878.599854
	Iteration 31Q: 3 clusters Score -858810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -858811.562500 Penalty: 2878.599854
	Iteration 32Q: 3 clusters Score -858811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -858811.937500 Penalty: 2878.599854
	Iteration 33Q: 3 clusters Score -858811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -858812.625000 Penalty: 2878.599854
	Iteration 34Q: 3 clusters Score -858812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -858812.625000 Penalty: 2878.599854
	Iteration 35F: 3 clusters Score -858812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 102778 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112265 members 
Mstep: Class 7 contains 106138 members 
Mstep: Class 8 contains 91626 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 39538 members 
Mstep: Class 17 contains 90045 members 
Mstep: Class 18 contains 92994 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116368 members 
Mstep: Class 23 contains 103696 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65241 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 111919 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6729 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16318 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4880 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741088.000000 Penalty: 93015.281250
Iteration 319Q: 42 clusters Score -1.417411e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 102875 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112119 members 
Mstep: Class 7 contains 106148 members 
Mstep: Class 8 contains 91724 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 39498 members 
Mstep: Class 17 contains 89880 members 
Mstep: Class 18 contains 93016 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116495 members 
Mstep: Class 23 contains 103654 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65255 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14794 members 
Mstep: Class 28 contains 10617 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 111928 members 
Mstep: Class 32 contains 7818 members 
Mstep: Class 33 contains 6722 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16344 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4882 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741904.000000 Penalty: 93015.281250
Iteration 320F: 42 clusters Score -1.417419e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 102917 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111991 members 
Mstep: Class 7 contains 106149 members 
Mstep: Class 8 contains 91859 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9064 members 
Mstep: Class 13 contains 14625 members 
Mstep: Class 14 contains 7324 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 39463 members 
Mstep: Class 17 contains 89733 members 
Mstep: Class 18 contains 93053 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116588 members 
Mstep: Class 23 contains 103616 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65287 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14785 members 
Mstep: Class 28 contains 10616 members 
Mstep: Class 29 contains 2063 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 111926 members 
Mstep: Class 32 contains 7817 members 
Mstep: Class 33 contains 6722 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16360 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4880 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741920.000000 Penalty: 93015.281250
Iteration 321Q: 42 clusters Score -1.417419e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 102995 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111867 members 
Mstep: Class 7 contains 106156 members 
Mstep: Class 8 contains 91992 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9080 members 
Mstep: Class 13 contains 14625 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 39445 members 
Mstep: Class 17 contains 89560 members 
Mstep: Class 18 contains 93084 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116636 members 
Mstep: Class 23 contains 103589 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65337 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14769 members 
Mstep: Class 28 contains 10609 members 
Mstep: Class 29 contains 2063 members 
Mstep: Class 30 contains 1880 members 
Mstep: Class 31 contains 111929 members 
Mstep: Class 32 contains 7818 members 
Mstep: Class 33 contains 6714 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16370 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4881 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741856.000000 Penalty: 93015.281250
Iteration 322Q: 42 clusters Score -1.417419e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 103089 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111774 members 
Mstep: Class 7 contains 106147 members 
Mstep: Class 8 contains 92129 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9090 members 
Mstep: Class 13 contains 14622 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 39423 members 
Mstep: Class 17 contains 89410 members 
Mstep: Class 18 contains 93127 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116636 members 
Mstep: Class 23 contains 103582 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65361 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14748 members 
Mstep: Class 28 contains 10594 members 
Mstep: Class 29 contains 2063 members 
Mstep: Class 30 contains 1863 members 
Mstep: Class 31 contains 111948 members 
Mstep: Class 32 contains 7818 members 
Mstep: Class 33 contains 6709 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16376 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741808.000000 Penalty: 93015.281250
Iteration 323Q: 42 clusters Score -1.417418e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 103176 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111751 members 
Mstep: Class 7 contains 106134 members 
Mstep: Class 8 contains 92266 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9098 members 
Mstep: Class 13 contains 14620 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 39390 members 
Mstep: Class 17 contains 89245 members 
Mstep: Class 18 contains 93162 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116624 members 
Mstep: Class 23 contains 103550 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65381 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14732 members 
Mstep: Class 28 contains 10595 members 
Mstep: Class 29 contains 2064 members 
Mstep: Class 30 contains 1848 members 
Mstep: Class 31 contains 111959 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6706 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16382 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4884 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741792.000000 Penalty: 93015.281250
Iteration 324Q: 42 clusters Score -1.417418e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 103248 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111760 members 
Mstep: Class 7 contains 106130 members 
Mstep: Class 8 contains 92384 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7690 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 14624 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 39379 members 
Mstep: Class 17 contains 89071 members 
Mstep: Class 18 contains 93200 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116588 members 
Mstep: Class 23 contains 103528 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65413 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14713 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 1833 members 
Mstep: Class 31 contains 111956 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6701 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16392 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4882 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742000.000000 Penalty: 93015.281250
Iteration 325Q: 42 clusters Score -1.41742e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 103314 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111721 members 
Mstep: Class 7 contains 106145 members 
Mstep: Class 8 contains 92500 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 39377 members 
Mstep: Class 17 contains 88890 members 
Mstep: Class 18 contains 93231 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116562 members 
Mstep: Class 23 contains 103525 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65445 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14698 members 
Mstep: Class 28 contains 10579 members 
Mstep: Class 29 contains 2067 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 111964 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6695 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16401 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4884 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742128.000000 Penalty: 93015.281250
Iteration 326Q: 42 clusters Score -1.417421e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 103393 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111750 members 
Mstep: Class 7 contains 106158 members 
Mstep: Class 8 contains 92609 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 14614 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 39374 members 
Mstep: Class 17 contains 88704 members 
Mstep: Class 18 contains 93261 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116526 members 
Mstep: Class 23 contains 103497 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65439 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14671 members 
Mstep: Class 28 contains 10572 members 
Mstep: Class 29 contains 2070 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 111982 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6684 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16401 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742016.000000 Penalty: 93015.281250
Iteration 327Q: 42 clusters Score -1.41742e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 103418 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111834 members 
Mstep: Class 7 contains 106168 members 
Mstep: Class 8 contains 92727 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 14605 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 39369 members 
Mstep: Class 17 contains 88528 members 
Mstep: Class 18 contains 93286 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116493 members 
Mstep: Class 23 contains 103486 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65415 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14653 members 
Mstep: Class 28 contains 10564 members 
Mstep: Class 29 contains 2071 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 111994 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6677 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16395 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4885 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742032.000000 Penalty: 93015.281250
Iteration 328Q: 42 clusters Score -1.41742e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 103416 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111862 members 
Mstep: Class 7 contains 106179 members 
Mstep: Class 8 contains 92887 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7760 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 39372 members 
Mstep: Class 17 contains 88384 members 
Mstep: Class 18 contains 93300 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116488 members 
Mstep: Class 23 contains 103454 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65381 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14643 members 
Mstep: Class 28 contains 10557 members 
Mstep: Class 29 contains 2071 members 
Mstep: Class 30 contains 1805 members 
Mstep: Class 31 contains 112014 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16388 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4885 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742224.000000 Penalty: 93015.281250
Iteration 329Q: 42 clusters Score -1.417422e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 103441 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111901 members 
Mstep: Class 7 contains 106172 members 
Mstep: Class 8 contains 93018 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9174 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 39379 members 
Mstep: Class 17 contains 88256 members 
Mstep: Class 18 contains 93311 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116461 members 
Mstep: Class 23 contains 103428 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65356 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14635 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 2072 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 112010 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6667 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16391 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4886 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742224.000000 Penalty: 93015.281250
Iteration 330Q: 42 clusters Score -1.417422e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 103394 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 111960 members 
Mstep: Class 7 contains 106175 members 
Mstep: Class 8 contains 93158 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7820 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9185 members 
Mstep: Class 13 contains 14578 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 39384 members 
Mstep: Class 17 contains 88154 members 
Mstep: Class 18 contains 93320 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116432 members 
Mstep: Class 23 contains 103431 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65299 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14623 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 2073 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 112019 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6659 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16394 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4888 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742464.000000 Penalty: 93015.281250
Iteration 331Q: 42 clusters Score -1.417425e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103373 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112056 members 
Mstep: Class 7 contains 106176 members 
Mstep: Class 8 contains 93292 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7855 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9194 members 
Mstep: Class 13 contains 14569 members 
Mstep: Class 14 contains 7306 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 39382 members 
Mstep: Class 17 contains 88043 members 
Mstep: Class 18 contains 93335 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116367 members 
Mstep: Class 23 contains 103460 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65202 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14619 members 
Mstep: Class 28 contains 10527 members 
Mstep: Class 29 contains 2075 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 112019 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16397 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4887 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742320.000000 Penalty: 93015.281250
Iteration 332Q: 42 clusters Score -1.417423e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103393 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112087 members 
Mstep: Class 7 contains 106184 members 
Mstep: Class 8 contains 93450 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9199 members 
Mstep: Class 13 contains 14561 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 39388 members 
Mstep: Class 17 contains 87941 members 
Mstep: Class 18 contains 93342 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116298 members 
Mstep: Class 23 contains 103508 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 65111 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14617 members 
Mstep: Class 28 contains 10518 members 
Mstep: Class 29 contains 2074 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 112032 members 
Mstep: Class 32 contains 7817 members 
Mstep: Class 33 contains 6639 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16393 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4887 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741984.000000 Penalty: 93015.281250
Iteration 333Q: 42 clusters Score -1.41742e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103405 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112134 members 
Mstep: Class 7 contains 106187 members 
Mstep: Class 8 contains 93575 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7890 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 14560 members 
Mstep: Class 14 contains 7302 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 16 contains 39383 members 
Mstep: Class 17 contains 87861 members 
Mstep: Class 18 contains 93359 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116277 members 
Mstep: Class 23 contains 103569 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64983 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14606 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 2074 members 
Mstep: Class 30 contains 1777 members 
Mstep: Class 31 contains 112023 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6630 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16377 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4887 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742048.000000 Penalty: 93015.281250
Iteration 334Q: 42 clusters Score -1.41742e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103405 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112180 members 
Mstep: Class 7 contains 106191 members 
Mstep: Class 8 contains 93693 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 7301 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 39382 members 
Mstep: Class 17 contains 87801 members 
Mstep: Class 18 contains 93366 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116263 members 
Mstep: Class 23 contains 103651 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64834 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14597 members 
Mstep: Class 28 contains 10502 members 
Mstep: Class 29 contains 2075 members 
Mstep: Class 30 contains 1774 members 
Mstep: Class 31 contains 111999 members 
Mstep: Class 32 contains 7818 members 
Mstep: Class 33 contains 6624 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16372 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4888 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742256.000000 Penalty: 93015.281250
Iteration 335Q: 42 clusters Score -1.417423e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103401 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112242 members 
Mstep: Class 7 contains 106181 members 
Mstep: Class 8 contains 93817 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9216 members 
Mstep: Class 13 contains 14549 members 
Mstep: Class 14 contains 7299 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 39367 members 
Mstep: Class 17 contains 87751 members 
Mstep: Class 18 contains 93368 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116211 members 
Mstep: Class 23 contains 103732 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64720 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14587 members 
Mstep: Class 28 contains 10502 members 
Mstep: Class 29 contains 2073 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 112008 members 
Mstep: Class 32 contains 7815 members 
Mstep: Class 33 contains 6618 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16357 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4889 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742208.000000 Penalty: 93015.281250
Iteration 336Q: 42 clusters Score -1.417422e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103427 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112271 members 
Mstep: Class 7 contains 106154 members 
Mstep: Class 8 contains 93948 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 7300 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 39367 members 
Mstep: Class 17 contains 87710 members 
Mstep: Class 18 contains 93388 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116149 members 
Mstep: Class 23 contains 103790 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64588 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14572 members 
Mstep: Class 28 contains 10498 members 
Mstep: Class 29 contains 2073 members 
Mstep: Class 30 contains 1770 members 
Mstep: Class 31 contains 112022 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 6613 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16347 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741984.000000 Penalty: 93015.281250
Iteration 337Q: 42 clusters Score -1.41742e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103451 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112290 members 
Mstep: Class 7 contains 106124 members 
Mstep: Class 8 contains 94100 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9220 members 
Mstep: Class 13 contains 14551 members 
Mstep: Class 14 contains 7301 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 39366 members 
Mstep: Class 17 contains 87679 members 
Mstep: Class 18 contains 93410 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116114 members 
Mstep: Class 23 contains 103825 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64473 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14566 members 
Mstep: Class 28 contains 10494 members 
Mstep: Class 29 contains 2072 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 112015 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 6600 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16340 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4887 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741968.000000 Penalty: 93015.281250
Iteration 338Q: 42 clusters Score -1.41742e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103463 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112271 members 
Mstep: Class 7 contains 106112 members 
Mstep: Class 8 contains 94263 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9219 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 7300 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 39395 members 
Mstep: Class 17 contains 87658 members 
Mstep: Class 18 contains 93428 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 116073 members 
Mstep: Class 23 contains 103867 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64329 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14553 members 
Mstep: Class 28 contains 10492 members 
Mstep: Class 29 contains 2071 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 111996 members 
Mstep: Class 32 contains 7812 members 
Mstep: Class 33 contains 6593 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16341 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4888 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742048.000000 Penalty: 93015.281250
Iteration 339Q: 42 clusters Score -1.41742e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103487 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112283 members 
Mstep: Class 7 contains 106109 members 
Mstep: Class 8 contains 94447 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 7301 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 39427 members 
Mstep: Class 17 contains 87594 members 
Mstep: Class 18 contains 93440 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115994 members 
Mstep: Class 23 contains 103934 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 64166 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14547 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 2072 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 111985 members 
Mstep: Class 32 contains 7811 members 
Mstep: Class 33 contains 6589 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16341 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4887 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742384.000000 Penalty: 93015.281250
Iteration 340F: 42 clusters Score -1.417424e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103520 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112355 members 
Mstep: Class 7 contains 106102 members 
Mstep: Class 8 contains 94622 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9219 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 7299 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 39459 members 
Mstep: Class 17 contains 87528 members 
Mstep: Class 18 contains 93465 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115894 members 
Mstep: Class 23 contains 104011 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 63958 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14544 members 
Mstep: Class 28 contains 10486 members 
Mstep: Class 29 contains 2074 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 111965 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 6585 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16340 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4889 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742128.000000 Penalty: 93015.281250
Iteration 341Q: 42 clusters Score -1.417421e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103592 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112340 members 
Mstep: Class 7 contains 106104 members 
Mstep: Class 8 contains 94819 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9214 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 39491 members 
Mstep: Class 17 contains 87512 members 
Mstep: Class 18 contains 93489 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115809 members 
Mstep: Class 23 contains 104084 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 63745 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14540 members 
Mstep: Class 28 contains 10484 members 
Mstep: Class 29 contains 2077 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 111911 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 6579 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16337 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4890 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741808.000000 Penalty: 93015.281250
Iteration 342Q: 42 clusters Score -1.417418e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103580 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112354 members 
Mstep: Class 7 contains 106125 members 
Mstep: Class 8 contains 94997 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 14548 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 39533 members 
Mstep: Class 17 contains 87481 members 
Mstep: Class 18 contains 93503 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115755 members 
Mstep: Class 23 contains 104173 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 63535 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14545 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 2080 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 111877 members 
Mstep: Class 32 contains 7812 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16328 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4886 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741504.000000 Penalty: 93015.281250
Iteration 343Q: 42 clusters Score -1.417415e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103559 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112343 members 
Mstep: Class 7 contains 106133 members 
Mstep: Class 8 contains 95171 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 14551 members 
Mstep: Class 14 contains 7299 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 39578 members 
Mstep: Class 17 contains 87452 members 
Mstep: Class 18 contains 93506 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115699 members 
Mstep: Class 23 contains 104262 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 63361 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14542 members 
Mstep: Class 28 contains 10472 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 1762 members 
Mstep: Class 31 contains 111858 members 
Mstep: Class 32 contains 7815 members 
Mstep: Class 33 contains 6567 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16324 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741584.000000 Penalty: 93015.281250
Iteration 344Q: 42 clusters Score -1.417416e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103491 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112363 members 
Mstep: Class 7 contains 106140 members 
Mstep: Class 8 contains 95329 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9216 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 7299 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 39623 members 
Mstep: Class 17 contains 87454 members 
Mstep: Class 18 contains 93511 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115671 members 
Mstep: Class 23 contains 104364 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 63144 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14530 members 
Mstep: Class 28 contains 10467 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 1759 members 
Mstep: Class 31 contains 111853 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6560 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16320 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741792.000000 Penalty: 93015.281250
Iteration 345Q: 42 clusters Score -1.417418e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103425 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112384 members 
Mstep: Class 7 contains 106148 members 
Mstep: Class 8 contains 95511 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 39651 members 
Mstep: Class 17 contains 87461 members 
Mstep: Class 18 contains 93531 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115667 members 
Mstep: Class 23 contains 104461 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 62907 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14517 members 
Mstep: Class 28 contains 10464 members 
Mstep: Class 29 contains 2083 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 111845 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6556 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16312 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4880 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741360.000000 Penalty: 93015.281250
Iteration 346Q: 42 clusters Score -1.417414e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112322 members 
Mstep: Class 7 contains 106172 members 
Mstep: Class 8 contains 95717 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 14538 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 39724 members 
Mstep: Class 17 contains 87470 members 
Mstep: Class 18 contains 93545 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115680 members 
Mstep: Class 23 contains 104550 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 62668 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14505 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 1754 members 
Mstep: Class 31 contains 111826 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6544 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16312 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741184.000000 Penalty: 93015.281250
Iteration 347Q: 42 clusters Score -1.417412e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 103394 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112241 members 
Mstep: Class 7 contains 106196 members 
Mstep: Class 8 contains 95936 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9226 members 
Mstep: Class 13 contains 14545 members 
Mstep: Class 14 contains 7294 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 39801 members 
Mstep: Class 17 contains 87454 members 
Mstep: Class 18 contains 93555 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115661 members 
Mstep: Class 23 contains 104618 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 62409 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14499 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 2087 members 
Mstep: Class 30 contains 1752 members 
Mstep: Class 31 contains 111790 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6532 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16313 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4885 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741216.000000 Penalty: 93015.281250
Iteration 348Q: 42 clusters Score -1.417412e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 103346 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112272 members 
Mstep: Class 7 contains 106217 members 
Mstep: Class 8 contains 96165 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7969 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 9227 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 7291 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 39859 members 
Mstep: Class 17 contains 87429 members 
Mstep: Class 18 contains 93568 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115608 members 
Mstep: Class 23 contains 104725 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 62124 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14498 members 
Mstep: Class 28 contains 10444 members 
Mstep: Class 29 contains 2087 members 
Mstep: Class 30 contains 1751 members 
Mstep: Class 31 contains 111772 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6520 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16306 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4884 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741360.000000 Penalty: 93015.281250
Iteration 349Q: 42 clusters Score -1.417414e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 103414 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112295 members 
Mstep: Class 7 contains 106237 members 
Mstep: Class 8 contains 96393 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9231 members 
Mstep: Class 13 contains 14544 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 39892 members 
Mstep: Class 17 contains 87377 members 
Mstep: Class 18 contains 93575 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115538 members 
Mstep: Class 23 contains 104824 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 61822 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14494 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 2087 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 111756 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16289 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4889 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741120.000000 Penalty: 93015.281250
Iteration 350Q: 42 clusters Score -1.417411e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103515 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112247 members 
Mstep: Class 7 contains 106274 members 
Mstep: Class 8 contains 96597 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 14539 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 39943 members 
Mstep: Class 17 contains 87279 members 
Mstep: Class 18 contains 93581 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115505 members 
Mstep: Class 23 contains 104906 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 61545 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14483 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 2087 members 
Mstep: Class 30 contains 1746 members 
Mstep: Class 31 contains 111766 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6495 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16283 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4887 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741072.000000 Penalty: 93015.281250
Iteration 351Q: 42 clusters Score -1.417411e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103515 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112241 members 
Mstep: Class 7 contains 106312 members 
Mstep: Class 8 contains 96828 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 40001 members 
Mstep: Class 17 contains 87202 members 
Mstep: Class 18 contains 93597 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115485 members 
Mstep: Class 23 contains 105013 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 61283 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14472 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 2088 members 
Mstep: Class 30 contains 1745 members 
Mstep: Class 31 contains 111731 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6482 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16267 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741056.000000 Penalty: 93015.281250
Iteration 352Q: 42 clusters Score -1.417411e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103511 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112156 members 
Mstep: Class 7 contains 106313 members 
Mstep: Class 8 contains 97103 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40059 members 
Mstep: Class 17 contains 87155 members 
Mstep: Class 18 contains 93615 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115440 members 
Mstep: Class 23 contains 105172 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 61002 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14458 members 
Mstep: Class 28 contains 10442 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 1743 members 
Mstep: Class 31 contains 111718 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 6473 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16273 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740960.000000 Penalty: 93015.281250
Iteration 353Q: 42 clusters Score -1.41741e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103471 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112166 members 
Mstep: Class 7 contains 106314 members 
Mstep: Class 8 contains 97362 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7916 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7282 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 40121 members 
Mstep: Class 17 contains 87133 members 
Mstep: Class 18 contains 93644 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115384 members 
Mstep: Class 23 contains 105251 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 60733 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 2091 members 
Mstep: Class 30 contains 1739 members 
Mstep: Class 31 contains 111701 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 6469 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16252 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4888 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740784.000000 Penalty: 93015.281250
Iteration 354Q: 42 clusters Score -1.417408e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103409 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112158 members 
Mstep: Class 7 contains 106319 members 
Mstep: Class 8 contains 97645 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7899 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 14540 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40180 members 
Mstep: Class 17 contains 87131 members 
Mstep: Class 18 contains 93671 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115373 members 
Mstep: Class 23 contains 105319 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 60463 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14436 members 
Mstep: Class 28 contains 10440 members 
Mstep: Class 29 contains 2091 members 
Mstep: Class 30 contains 1736 members 
Mstep: Class 31 contains 111661 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 6461 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16235 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4888 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740848.000000 Penalty: 93015.281250
Iteration 355Q: 42 clusters Score -1.417408e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 528 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103369 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112139 members 
Mstep: Class 7 contains 106304 members 
Mstep: Class 8 contains 97923 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9247 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40231 members 
Mstep: Class 17 contains 87115 members 
Mstep: Class 18 contains 93689 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115357 members 
Mstep: Class 23 contains 105440 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 60195 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14420 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 1732 members 
Mstep: Class 31 contains 111629 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 6455 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16233 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4884 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740800.000000 Penalty: 93015.281250
Iteration 356Q: 42 clusters Score -1.417408e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103282 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112189 members 
Mstep: Class 7 contains 106286 members 
Mstep: Class 8 contains 98233 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7857 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 40281 members 
Mstep: Class 17 contains 87087 members 
Mstep: Class 18 contains 93704 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115325 members 
Mstep: Class 23 contains 105456 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59950 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14410 members 
Mstep: Class 28 contains 10437 members 
Mstep: Class 29 contains 2091 members 
Mstep: Class 30 contains 1728 members 
Mstep: Class 31 contains 111641 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6454 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16229 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4888 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740464.000000 Penalty: 93015.281250
Iteration 357Q: 42 clusters Score -1.417405e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103256 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112211 members 
Mstep: Class 7 contains 106276 members 
Mstep: Class 8 contains 98544 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7827 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14534 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 40338 members 
Mstep: Class 17 contains 87085 members 
Mstep: Class 18 contains 93729 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115252 members 
Mstep: Class 23 contains 105487 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59681 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14404 members 
Mstep: Class 28 contains 10431 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 1725 members 
Mstep: Class 31 contains 111621 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6456 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16222 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740688.000000 Penalty: 93015.281250
Iteration 358Q: 42 clusters Score -1.417407e+08 nChanged 2784
Entering ConstructFrom: 
Score: -141740688.000000 Penalty: 93015.281250
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46826.917969 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -46826.92 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 240 members 
Entering Unmasked Estep 
Score: -45813.722656 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -45813.72 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46041.300781 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -46041.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46108.464844 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -46108.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46169.359375 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -46169.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46238.640625 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -46238.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46308.351562 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -46308.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46339.570312 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -46339.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46380.253906 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -46380.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46394.992188 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -46394.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46423.609375 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -46423.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46446.386719 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -46446.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46453.031250 Penalty: 1998.945923
	Iteration 11Q: 3 clusters Score -46453.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46453.031250 Penalty: 1998.945923
	Iteration 12F: 3 clusters Score -46453.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -50128.890625 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -50128.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49054.214844 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -49054.21 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49349.062500 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -49349.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49523.921875 Penalty: 2036.840210
	Iteration 2F: 3 clusters Score -49523.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49603.675781 Penalty: 2036.840210
	Iteration 3F: 3 clusters Score -49603.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49710.527344 Penalty: 2036.840210
	Iteration 4F: 3 clusters Score -49710.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49821.644531 Penalty: 2036.840210
	Iteration 5F: 3 clusters Score -49821.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49888.664062 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -49888.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49976.714844 Penalty: 2036.840210
	Iteration 7Q: 3 clusters Score -49976.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50036.757812 Penalty: 2036.840210
	Iteration 8Q: 3 clusters Score -50036.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50082.261719 Penalty: 2036.840210
	Iteration 9Q: 3 clusters Score -50082.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50112.457031 Penalty: 2036.840210
	Iteration 10Q: 3 clusters Score -50112.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50118.953125 Penalty: 2036.840210
	Iteration 11Q: 3 clusters Score -50118.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50124.242188 Penalty: 2036.840210
	Iteration 12F: 3 clusters Score -50124.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50146.222656 Penalty: 2036.840210
	Iteration 13Q: 3 clusters Score -50146.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50156.984375 Penalty: 2036.840210
	Iteration 14Q: 3 clusters Score -50156.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50163.988281 Penalty: 2036.840210
	Iteration 15Q: 3 clusters Score -50163.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50175.980469 Penalty: 2036.840210
	Iteration 16Q: 3 clusters Score -50175.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50191.554688 Penalty: 2036.840210
	Iteration 17Q: 3 clusters Score -50191.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50191.554688 Penalty: 2036.840210
	Iteration 18F: 3 clusters Score -50191.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103201 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112236 members 
Mstep: Class 7 contains 106273 members 
Mstep: Class 8 contains 98804 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40377 members 
Mstep: Class 17 contains 87108 members 
Mstep: Class 18 contains 93742 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115182 members 
Mstep: Class 23 contains 105560 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59420 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14406 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 111610 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6462 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16213 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7034 members 
Mstep: Class 42 contains 319 members 
Entering Unmasked Estep 
Score: -141739664.000000 Penalty: 95283.945312
Splitting cluster 2 changes total score from -141740688.000000 to -141739664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -139516.187500 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -139516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137912.812500 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -137912.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138390.718750 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -138390.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138783.687500 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -138783.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139101.171875 Penalty: 2320.904541
	Iteration 3F: 3 clusters Score -139101.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139254.453125 Penalty: 2320.904541
	Iteration 4F: 3 clusters Score -139254.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139337.375000 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -139337.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139396.890625 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -139396.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139423.890625 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -139423.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139435.593750 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -139435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139444.187500 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -139444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139450.468750 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -139450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139456.140625 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -139456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139459.062500 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -139459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139462.515625 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -139462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139462.515625 Penalty: 2320.904541
	Iteration 14F: 3 clusters Score -139462.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (103201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Entering Unmasked Estep 
Score: -13051937.000000 Penalty: 1875.970459
	Iteration 0F: 2 clusters Score -1.305194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -12983632.000000 Penalty: 3751.940918
	Iteration 0F: 3 clusters Score -1.298363e+07 nChanged 49306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -13012822.000000 Penalty: 3751.940918
	Iteration 1F: 3 clusters Score -1.301282e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -13014544.000000 Penalty: 3751.940918
	Iteration 2Q: 3 clusters Score -1.301454e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -13017550.000000 Penalty: 3751.940918
	Iteration 3F: 3 clusters Score -1.301755e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -13022787.000000 Penalty: 3751.940918
	Iteration 4F: 3 clusters Score -1.302279e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -13030228.000000 Penalty: 3751.940918
	Iteration 5F: 3 clusters Score -1.303023e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -13038080.000000 Penalty: 3751.940918
	Iteration 6F: 3 clusters Score -1.303808e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -13042525.000000 Penalty: 3751.940918
	Iteration 7F: 3 clusters Score -1.304252e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -13044106.000000 Penalty: 3751.940918
	Iteration 8Q: 3 clusters Score -1.304411e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -13044697.000000 Penalty: 3751.940918
	Iteration 9Q: 3 clusters Score -1.30447e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -13045097.000000 Penalty: 3751.940918
	Iteration 10Q: 3 clusters Score -1.30451e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -13045463.000000 Penalty: 3751.940918
	Iteration 11Q: 3 clusters Score -1.304546e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -13045807.000000 Penalty: 3751.940918
	Iteration 12Q: 3 clusters Score -1.304581e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -13046129.000000 Penalty: 3751.940918
	Iteration 13Q: 3 clusters Score -1.304613e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -13046408.000000 Penalty: 3751.940918
	Iteration 14Q: 3 clusters Score -1.304641e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -13046578.000000 Penalty: 3751.940918
	Iteration 15Q: 3 clusters Score -1.304658e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -13046813.000000 Penalty: 3751.940918
	Iteration 16Q: 3 clusters Score -1.304681e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -13046979.000000 Penalty: 3751.940918
	Iteration 17Q: 3 clusters Score -1.304698e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -13047070.000000 Penalty: 3751.940918
	Iteration 18Q: 3 clusters Score -1.304707e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -13047200.000000 Penalty: 3751.940918
	Iteration 19Q: 3 clusters Score -1.30472e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13047369.000000 Penalty: 3751.940918
	Iteration 20F: 3 clusters Score -1.304737e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -13047532.000000 Penalty: 3751.940918
	Iteration 21Q: 3 clusters Score -1.304753e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -13047712.000000 Penalty: 3751.940918
	Iteration 22Q: 3 clusters Score -1.304771e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -13047908.000000 Penalty: 3751.940918
	Iteration 23Q: 3 clusters Score -1.304791e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -13048000.000000 Penalty: 3751.940918
	Iteration 24Q: 3 clusters Score -1.3048e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -13048058.000000 Penalty: 3751.940918
	Iteration 25Q: 3 clusters Score -1.304806e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -13048106.000000 Penalty: 3751.940918
	Iteration 26Q: 3 clusters Score -1.304811e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -13048197.000000 Penalty: 3751.940918
	Iteration 27Q: 3 clusters Score -1.30482e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -13048303.000000 Penalty: 3751.940918
	Iteration 28Q: 3 clusters Score -1.30483e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -13048338.000000 Penalty: 3751.940918
	Iteration 29Q: 3 clusters Score -1.304834e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -13048459.000000 Penalty: 3751.940918
	Iteration 30Q: 3 clusters Score -1.304846e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -13048571.000000 Penalty: 3751.940918
	Iteration 31Q: 3 clusters Score -1.304857e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -13048615.000000 Penalty: 3751.940918
	Iteration 32Q: 3 clusters Score -1.304862e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -13048658.000000 Penalty: 3751.940918
	Iteration 33Q: 3 clusters Score -1.304866e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -13048725.000000 Penalty: 3751.940918
	Iteration 34Q: 3 clusters Score -1.304872e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -13048777.000000 Penalty: 3751.940918
	Iteration 35Q: 3 clusters Score -1.304878e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -13048853.000000 Penalty: 3751.940918
	Iteration 36Q: 3 clusters Score -1.304885e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -13048888.000000 Penalty: 3751.940918
	Iteration 37Q: 3 clusters Score -1.304889e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -13048962.000000 Penalty: 3751.940918
	Iteration 38Q: 3 clusters Score -1.304896e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -13049046.000000 Penalty: 3751.940918
	Iteration 39Q: 3 clusters Score -1.304905e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -13049093.000000 Penalty: 3751.940918
	Iteration 40F: 3 clusters Score -1.304909e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -13049177.000000 Penalty: 3751.940918
	Iteration 41Q: 3 clusters Score -1.304918e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97342 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -13049236.000000 Penalty: 3751.940918
	Iteration 42Q: 3 clusters Score -1.304924e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -13049314.000000 Penalty: 3751.940918
	Iteration 43Q: 3 clusters Score -1.304931e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -13049401.000000 Penalty: 3751.940918
	Iteration 44Q: 3 clusters Score -1.30494e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -13049432.000000 Penalty: 3751.940918
	Iteration 45Q: 3 clusters Score -1.304943e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -13049485.000000 Penalty: 3751.940918
	Iteration 46Q: 3 clusters Score -1.304948e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -13049519.000000 Penalty: 3751.940918
	Iteration 47Q: 3 clusters Score -1.304952e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -13049585.000000 Penalty: 3751.940918
	Iteration 48Q: 3 clusters Score -1.304958e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -13049657.000000 Penalty: 3751.940918
	Iteration 49Q: 3 clusters Score -1.304966e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -13049713.000000 Penalty: 3751.940918
	Iteration 50Q: 3 clusters Score -1.304971e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -13049777.000000 Penalty: 3751.940918
	Iteration 51Q: 3 clusters Score -1.304978e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -13049837.000000 Penalty: 3751.940918
	Iteration 52Q: 3 clusters Score -1.304984e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -13049890.000000 Penalty: 3751.940918
	Iteration 53Q: 3 clusters Score -1.304989e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -13049984.000000 Penalty: 3751.940918
	Iteration 54Q: 3 clusters Score -1.304998e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -13050063.000000 Penalty: 3751.940918
	Iteration 55Q: 3 clusters Score -1.305006e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -13050132.000000 Penalty: 3751.940918
	Iteration 56Q: 3 clusters Score -1.305013e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -13050158.000000 Penalty: 3751.940918
	Iteration 57Q: 3 clusters Score -1.305016e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -13050186.000000 Penalty: 3751.940918
	Iteration 58Q: 3 clusters Score -1.305019e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -13050240.000000 Penalty: 3751.940918
	Iteration 59Q: 3 clusters Score -1.305024e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -13050282.000000 Penalty: 3751.940918
	Iteration 60F: 3 clusters Score -1.305028e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -13050323.000000 Penalty: 3751.940918
	Iteration 61Q: 3 clusters Score -1.305032e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -13050371.000000 Penalty: 3751.940918
	Iteration 62Q: 3 clusters Score -1.305037e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100362 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -13050403.000000 Penalty: 3751.940918
	Iteration 63Q: 3 clusters Score -1.30504e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -13050438.000000 Penalty: 3751.940918
	Iteration 64Q: 3 clusters Score -1.305044e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -13050447.000000 Penalty: 3751.940918
	Iteration 65Q: 3 clusters Score -1.305045e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -13050441.000000 Penalty: 3751.940918
	Iteration 66Q: 3 clusters Score -1.305044e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -13050468.000000 Penalty: 3751.940918
	Iteration 67Q: 3 clusters Score -1.305047e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -13050498.000000 Penalty: 3751.940918
	Iteration 68Q: 3 clusters Score -1.30505e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13050490.000000 Penalty: 3751.940918
	Iteration 69Q: 3 clusters Score -1.305049e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100798 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13050502.000000 Penalty: 3751.940918
	Iteration 70Q: 3 clusters Score -1.30505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100834 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -13050509.000000 Penalty: 3751.940918
	Iteration 71Q: 3 clusters Score -1.305051e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -13050515.000000 Penalty: 3751.940918
	Iteration 72Q: 3 clusters Score -1.305052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13050534.000000 Penalty: 3751.940918
	Iteration 73Q: 3 clusters Score -1.305053e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -13050546.000000 Penalty: 3751.940918
	Iteration 74Q: 3 clusters Score -1.305055e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13050549.000000 Penalty: 3751.940918
	Iteration 75Q: 3 clusters Score -1.305055e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13050574.000000 Penalty: 3751.940918
	Iteration 76Q: 3 clusters Score -1.305057e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -13050597.000000 Penalty: 3751.940918
	Iteration 77Q: 3 clusters Score -1.30506e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13050622.000000 Penalty: 3751.940918
	Iteration 78Q: 3 clusters Score -1.305062e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13050640.000000 Penalty: 3751.940918
	Iteration 79Q: 3 clusters Score -1.305064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13050672.000000 Penalty: 3751.940918
	Iteration 80F: 3 clusters Score -1.305067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13050699.000000 Penalty: 3751.940918
	Iteration 81Q: 3 clusters Score -1.30507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13050699.000000 Penalty: 3751.940918
	Iteration 82Q: 3 clusters Score -1.30507e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101385 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -13050702.000000 Penalty: 3751.940918
	Iteration 83Q: 3 clusters Score -1.30507e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13050692.000000 Penalty: 3751.940918
	Iteration 84Q: 3 clusters Score -1.305069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -13050688.000000 Penalty: 3751.940918
	Iteration 85Q: 3 clusters Score -1.305069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -13050703.000000 Penalty: 3751.940918
	Iteration 86Q: 3 clusters Score -1.30507e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13050705.000000 Penalty: 3751.940918
	Iteration 87Q: 3 clusters Score -1.30507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13050707.000000 Penalty: 3751.940918
	Iteration 88Q: 3 clusters Score -1.305071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13050713.000000 Penalty: 3751.940918
	Iteration 89Q: 3 clusters Score -1.305071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13050712.000000 Penalty: 3751.940918
	Iteration 90Q: 3 clusters Score -1.305071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13050713.000000 Penalty: 3751.940918
	Iteration 91Q: 3 clusters Score -1.305071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13050722.000000 Penalty: 3751.940918
	Iteration 92Q: 3 clusters Score -1.305072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13050723.000000 Penalty: 3751.940918
	Iteration 93Q: 3 clusters Score -1.305072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13050731.000000 Penalty: 3751.940918
	Iteration 94Q: 3 clusters Score -1.305073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13050732.000000 Penalty: 3751.940918
	Iteration 95Q: 3 clusters Score -1.305073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13050746.000000 Penalty: 3751.940918
	Iteration 96Q: 3 clusters Score -1.305075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13050758.000000 Penalty: 3751.940918
	Iteration 97Q: 3 clusters Score -1.305076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13050760.000000 Penalty: 3751.940918
	Iteration 98Q: 3 clusters Score -1.305076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13050757.000000 Penalty: 3751.940918
	Iteration 99Q: 3 clusters Score -1.305076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13050754.000000 Penalty: 3751.940918
	Iteration 100F: 3 clusters Score -1.305075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -13050752.000000 Penalty: 3751.940918
	Iteration 101Q: 3 clusters Score -1.305075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13050746.000000 Penalty: 3751.940918
	Iteration 102Q: 3 clusters Score -1.305075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13050745.000000 Penalty: 3751.940918
	Iteration 103Q: 3 clusters Score -1.305074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -13050756.000000 Penalty: 3751.940918
	Iteration 104Q: 3 clusters Score -1.305076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -13050753.000000 Penalty: 3751.940918
	Iteration 105Q: 3 clusters Score -1.305075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13050747.000000 Penalty: 3751.940918
	Iteration 106Q: 3 clusters Score -1.305075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101881 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13050745.000000 Penalty: 3751.940918
	Iteration 107Q: 3 clusters Score -1.305074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13050740.000000 Penalty: 3751.940918
	Iteration 108Q: 3 clusters Score -1.305074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13050743.000000 Penalty: 3751.940918
	Iteration 109Q: 3 clusters Score -1.305074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13050753.000000 Penalty: 3751.940918
	Iteration 110Q: 3 clusters Score -1.305075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13050755.000000 Penalty: 3751.940918
	Iteration 111Q: 3 clusters Score -1.305076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13050758.000000 Penalty: 3751.940918
	Iteration 112Q: 3 clusters Score -1.305076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13050752.000000 Penalty: 3751.940918
	Iteration 113Q: 3 clusters Score -1.305075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -13050758.000000 Penalty: 3751.940918
	Iteration 114Q: 3 clusters Score -1.305076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13050755.000000 Penalty: 3751.940918
	Iteration 115Q: 3 clusters Score -1.305076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13050755.000000 Penalty: 3751.940918
	Iteration 116F: 3 clusters Score -1.305076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45973.683594 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -45973.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44991.480469 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -44991.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45129.597656 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -45129.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45178.730469 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -45178.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45222.367188 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -45222.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45229.140625 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -45229.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45236.390625 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -45236.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45243.820312 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -45243.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45250.421875 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -45250.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45260.628906 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -45260.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45269.878906 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -45269.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45272.085938 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -45272.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45272.085938 Penalty: 1961.531494
	Iteration 11F: 3 clusters Score -45272.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Entering Unmasked Estep 
Score: -14180408.000000 Penalty: 1889.608276
	Iteration 0F: 2 clusters Score -1.418041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -14108804.000000 Penalty: 3779.216553
	Iteration 0F: 3 clusters Score -1.41088e+07 nChanged 53838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -14140103.000000 Penalty: 3779.216553
	Iteration 1F: 3 clusters Score -1.41401e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -14140981.000000 Penalty: 3779.216553
	Iteration 2Q: 3 clusters Score -1.414098e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -14142201.000000 Penalty: 3779.216553
	Iteration 3Q: 3 clusters Score -1.41422e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -14144302.000000 Penalty: 3779.216553
	Iteration 4Q: 3 clusters Score -1.41443e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -14147672.000000 Penalty: 3779.216553
	Iteration 5F: 3 clusters Score -1.414767e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
Score: -14152721.000000 Penalty: 3779.216553
	Iteration 6F: 3 clusters Score -1.415272e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -14158225.000000 Penalty: 3779.216553
	Iteration 7F: 3 clusters Score -1.415822e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -14162806.000000 Penalty: 3779.216553
	Iteration 8F: 3 clusters Score -1.416281e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -14165798.000000 Penalty: 3779.216553
	Iteration 9F: 3 clusters Score -1.41658e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -14167345.000000 Penalty: 3779.216553
	Iteration 10Q: 3 clusters Score -1.416734e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -14167976.000000 Penalty: 3779.216553
	Iteration 11Q: 3 clusters Score -1.416798e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -14168258.000000 Penalty: 3779.216553
	Iteration 12Q: 3 clusters Score -1.416826e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -14168574.000000 Penalty: 3779.216553
	Iteration 13Q: 3 clusters Score -1.416857e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -14168913.000000 Penalty: 3779.216553
	Iteration 14Q: 3 clusters Score -1.416891e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -14169243.000000 Penalty: 3779.216553
	Iteration 15Q: 3 clusters Score -1.416924e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -14169534.000000 Penalty: 3779.216553
	Iteration 16Q: 3 clusters Score -1.416953e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -14169910.000000 Penalty: 3779.216553
	Iteration 17Q: 3 clusters Score -1.416991e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -14170221.000000 Penalty: 3779.216553
	Iteration 18Q: 3 clusters Score -1.417022e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -14170539.000000 Penalty: 3779.216553
	Iteration 19Q: 3 clusters Score -1.417054e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -14170743.000000 Penalty: 3779.216553
	Iteration 20F: 3 clusters Score -1.417074e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -14170990.000000 Penalty: 3779.216553
	Iteration 21Q: 3 clusters Score -1.417099e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -14171234.000000 Penalty: 3779.216553
	Iteration 22Q: 3 clusters Score -1.417123e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -14171530.000000 Penalty: 3779.216553
	Iteration 23Q: 3 clusters Score -1.417153e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -14171773.000000 Penalty: 3779.216553
	Iteration 24Q: 3 clusters Score -1.417177e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -14171954.000000 Penalty: 3779.216553
	Iteration 25Q: 3 clusters Score -1.417195e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -14172033.000000 Penalty: 3779.216553
	Iteration 26Q: 3 clusters Score -1.417203e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -14172188.000000 Penalty: 3779.216553
	Iteration 27Q: 3 clusters Score -1.417219e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -14172312.000000 Penalty: 3779.216553
	Iteration 28Q: 3 clusters Score -1.417231e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -14172465.000000 Penalty: 3779.216553
	Iteration 29Q: 3 clusters Score -1.417246e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -14172574.000000 Penalty: 3779.216553
	Iteration 30Q: 3 clusters Score -1.417257e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -14172715.000000 Penalty: 3779.216553
	Iteration 31Q: 3 clusters Score -1.417272e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -14172841.000000 Penalty: 3779.216553
	Iteration 32Q: 3 clusters Score -1.417284e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -14173098.000000 Penalty: 3779.216553
	Iteration 33Q: 3 clusters Score -1.41731e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -14173258.000000 Penalty: 3779.216553
	Iteration 34Q: 3 clusters Score -1.417326e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -14173555.000000 Penalty: 3779.216553
	Iteration 35Q: 3 clusters Score -1.417356e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -14173895.000000 Penalty: 3779.216553
	Iteration 36Q: 3 clusters Score -1.41739e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -14174214.000000 Penalty: 3779.216553
	Iteration 37Q: 3 clusters Score -1.417421e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -14174495.000000 Penalty: 3779.216553
	Iteration 38Q: 3 clusters Score -1.41745e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14174661.000000 Penalty: 3779.216553
	Iteration 39Q: 3 clusters Score -1.417466e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -14175300.000000 Penalty: 3779.216553
	Iteration 40F: 3 clusters Score -1.41753e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -14175751.000000 Penalty: 3779.216553
	Iteration 41Q: 3 clusters Score -1.417575e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -14176119.000000 Penalty: 3779.216553
	Iteration 42Q: 3 clusters Score -1.417612e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -14176479.000000 Penalty: 3779.216553
	Iteration 43Q: 3 clusters Score -1.417648e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -14176927.000000 Penalty: 3779.216553
	Iteration 44Q: 3 clusters Score -1.417693e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -14177406.000000 Penalty: 3779.216553
	Iteration 45Q: 3 clusters Score -1.417741e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -14177790.000000 Penalty: 3779.216553
	Iteration 46Q: 3 clusters Score -1.417779e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -14178030.000000 Penalty: 3779.216553
	Iteration 47Q: 3 clusters Score -1.417803e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -14178285.000000 Penalty: 3779.216553
	Iteration 48Q: 3 clusters Score -1.417828e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -14178578.000000 Penalty: 3779.216553
	Iteration 49Q: 3 clusters Score -1.417858e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -14178777.000000 Penalty: 3779.216553
	Iteration 50Q: 3 clusters Score -1.417878e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -14178952.000000 Penalty: 3779.216553
	Iteration 51Q: 3 clusters Score -1.417895e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -14179137.000000 Penalty: 3779.216553
	Iteration 52Q: 3 clusters Score -1.417914e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -14179302.000000 Penalty: 3779.216553
	Iteration 53Q: 3 clusters Score -1.41793e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -14179424.000000 Penalty: 3779.216553
	Iteration 54Q: 3 clusters Score -1.417942e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -14179491.000000 Penalty: 3779.216553
	Iteration 55Q: 3 clusters Score -1.417949e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107201 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -14179546.000000 Penalty: 3779.216553
	Iteration 56Q: 3 clusters Score -1.417955e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -14179576.000000 Penalty: 3779.216553
	Iteration 57Q: 3 clusters Score -1.417958e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -14179581.000000 Penalty: 3779.216553
	Iteration 58Q: 3 clusters Score -1.417958e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -14179589.000000 Penalty: 3779.216553
	Iteration 59Q: 3 clusters Score -1.417959e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -14179740.000000 Penalty: 3779.216553
	Iteration 60F: 3 clusters Score -1.417974e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -14179737.000000 Penalty: 3779.216553
	Iteration 61Q: 3 clusters Score -1.417974e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -14179793.000000 Penalty: 3779.216553
	Iteration 62Q: 3 clusters Score -1.417979e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -14179790.000000 Penalty: 3779.216553
	Iteration 63Q: 3 clusters Score -1.417979e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -14179792.000000 Penalty: 3779.216553
	Iteration 64Q: 3 clusters Score -1.417979e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -14179735.000000 Penalty: 3779.216553
	Iteration 65Q: 3 clusters Score -1.417974e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14179696.000000 Penalty: 3779.216553
	Iteration 66Q: 3 clusters Score -1.41797e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110617 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -14179627.000000 Penalty: 3779.216553
	Iteration 67Q: 3 clusters Score -1.417963e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14179581.000000 Penalty: 3779.216553
	Iteration 68Q: 3 clusters Score -1.417958e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14179549.000000 Penalty: 3779.216553
	Iteration 69Q: 3 clusters Score -1.417955e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110962 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14179525.000000 Penalty: 3779.216553
	Iteration 70Q: 3 clusters Score -1.417952e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -14179492.000000 Penalty: 3779.216553
	Iteration 71Q: 3 clusters Score -1.417949e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111089 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14179447.000000 Penalty: 3779.216553
	Iteration 72Q: 3 clusters Score -1.417945e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14179464.000000 Penalty: 3779.216553
	Iteration 73Q: 3 clusters Score -1.417946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111178 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14179467.000000 Penalty: 3779.216553
	Iteration 74Q: 3 clusters Score -1.417947e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -14179433.000000 Penalty: 3779.216553
	Iteration 75Q: 3 clusters Score -1.417943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -14179401.000000 Penalty: 3779.216553
	Iteration 76Q: 3 clusters Score -1.41794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14179374.000000 Penalty: 3779.216553
	Iteration 77Q: 3 clusters Score -1.417937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -14179368.000000 Penalty: 3779.216553
	Iteration 78Q: 3 clusters Score -1.417937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14179362.000000 Penalty: 3779.216553
	Iteration 79Q: 3 clusters Score -1.417936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14179350.000000 Penalty: 3779.216553
	Iteration 80F: 3 clusters Score -1.417935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14179328.000000 Penalty: 3779.216553
	Iteration 81Q: 3 clusters Score -1.417933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111399 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14179328.000000 Penalty: 3779.216553
	Iteration 82Q: 3 clusters Score -1.417933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111414 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14179323.000000 Penalty: 3779.216553
	Iteration 83Q: 3 clusters Score -1.417932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111430 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14179308.000000 Penalty: 3779.216553
	Iteration 84Q: 3 clusters Score -1.417931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14179312.000000 Penalty: 3779.216553
	Iteration 85Q: 3 clusters Score -1.417931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14179317.000000 Penalty: 3779.216553
	Iteration 86Q: 3 clusters Score -1.417932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14179305.000000 Penalty: 3779.216553
	Iteration 87Q: 3 clusters Score -1.41793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14179307.000000 Penalty: 3779.216553
	Iteration 88Q: 3 clusters Score -1.417931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14179314.000000 Penalty: 3779.216553
	Iteration 89Q: 3 clusters Score -1.417931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14179307.000000 Penalty: 3779.216553
	Iteration 90Q: 3 clusters Score -1.417931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14179314.000000 Penalty: 3779.216553
	Iteration 91Q: 3 clusters Score -1.417931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14179320.000000 Penalty: 3779.216553
	Iteration 92Q: 3 clusters Score -1.417932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14179312.000000 Penalty: 3779.216553
	Iteration 93Q: 3 clusters Score -1.417931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111483 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14179307.000000 Penalty: 3779.216553
	Iteration 94Q: 3 clusters Score -1.417931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111486 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14179296.000000 Penalty: 3779.216553
	Iteration 95Q: 3 clusters Score -1.41793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111491 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -14179296.000000 Penalty: 3779.216553
	Iteration 96Q: 3 clusters Score -1.41793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111499 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14179301.000000 Penalty: 3779.216553
	Iteration 97Q: 3 clusters Score -1.41793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14179298.000000 Penalty: 3779.216553
	Iteration 98Q: 3 clusters Score -1.41793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14179296.000000 Penalty: 3779.216553
	Iteration 99Q: 3 clusters Score -1.41793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -14179304.000000 Penalty: 3779.216553
	Iteration 100F: 3 clusters Score -1.41793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -14179307.000000 Penalty: 3779.216553
	Iteration 101Q: 3 clusters Score -1.417931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14179302.000000 Penalty: 3779.216553
	Iteration 102Q: 3 clusters Score -1.41793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111512 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14179288.000000 Penalty: 3779.216553
	Iteration 103Q: 3 clusters Score -1.417929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111513 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -14179293.000000 Penalty: 3779.216553
	Iteration 104Q: 3 clusters Score -1.417929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -14179291.000000 Penalty: 3779.216553
	Iteration 105Q: 3 clusters Score -1.417929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14179289.000000 Penalty: 3779.216553
	Iteration 106Q: 3 clusters Score -1.417929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14179290.000000 Penalty: 3779.216553
	Iteration 107Q: 3 clusters Score -1.417929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14179281.000000 Penalty: 3779.216553
	Iteration 108Q: 3 clusters Score -1.417928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14179282.000000 Penalty: 3779.216553
	Iteration 109Q: 3 clusters Score -1.417928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14179282.000000 Penalty: 3779.216553
	Iteration 110F: 3 clusters Score -1.417928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Entering Unmasked Estep 
Score: -13369636.000000 Penalty: 1880.737061
	Iteration 0F: 2 clusters Score -1.336964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -13299430.000000 Penalty: 3761.474121
	Iteration 0F: 3 clusters Score -1.329943e+07 nChanged 51058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -13329219.000000 Penalty: 3761.474121
	Iteration 1F: 3 clusters Score -1.332922e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -13329848.000000 Penalty: 3761.474121
	Iteration 2Q: 3 clusters Score -1.332985e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -13330573.000000 Penalty: 3761.474121
	Iteration 3Q: 3 clusters Score -1.333057e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -13331597.000000 Penalty: 3761.474121
	Iteration 4Q: 3 clusters Score -1.33316e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -13333152.000000 Penalty: 3761.474121
	Iteration 5Q: 3 clusters Score -1.333315e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -13335962.000000 Penalty: 3761.474121
	Iteration 6Q: 3 clusters Score -1.333596e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -13340461.000000 Penalty: 3761.474121
	Iteration 7F: 3 clusters Score -1.334046e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -13346878.000000 Penalty: 3761.474121
	Iteration 8F: 3 clusters Score -1.334688e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -13354032.000000 Penalty: 3761.474121
	Iteration 9F: 3 clusters Score -1.335403e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -13359982.000000 Penalty: 3761.474121
	Iteration 10F: 3 clusters Score -1.335998e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -13363815.000000 Penalty: 3761.474121
	Iteration 11Q: 3 clusters Score -1.336382e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -13365869.000000 Penalty: 3761.474121
	Iteration 12Q: 3 clusters Score -1.336587e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -13366937.000000 Penalty: 3761.474121
	Iteration 13Q: 3 clusters Score -1.336694e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 105137 members 
Entering Unmasked Estep 
Score: -13367381.000000 Penalty: 3761.474121
	Iteration 14Q: 3 clusters Score -1.336738e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -13367631.000000 Penalty: 3761.474121
	Iteration 15Q: 3 clusters Score -1.336763e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -13367756.000000 Penalty: 3761.474121
	Iteration 16Q: 3 clusters Score -1.336776e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -13367816.000000 Penalty: 3761.474121
	Iteration 17Q: 3 clusters Score -1.336782e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -13367872.000000 Penalty: 3761.474121
	Iteration 18Q: 3 clusters Score -1.336787e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -13367917.000000 Penalty: 3761.474121
	Iteration 19Q: 3 clusters Score -1.336792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -13367931.000000 Penalty: 3761.474121
	Iteration 20F: 3 clusters Score -1.336793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -13367946.000000 Penalty: 3761.474121
	Iteration 21Q: 3 clusters Score -1.336795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -13367953.000000 Penalty: 3761.474121
	Iteration 22Q: 3 clusters Score -1.336795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 105869 members 
Entering Unmasked Estep 
Score: -13367957.000000 Penalty: 3761.474121
	Iteration 23Q: 3 clusters Score -1.336796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -13367961.000000 Penalty: 3761.474121
	Iteration 24Q: 3 clusters Score -1.336796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -13367975.000000 Penalty: 3761.474121
	Iteration 25Q: 3 clusters Score -1.336798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -13367985.000000 Penalty: 3761.474121
	Iteration 26Q: 3 clusters Score -1.336798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -13367988.000000 Penalty: 3761.474121
	Iteration 27Q: 3 clusters Score -1.336799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -13367995.000000 Penalty: 3761.474121
	Iteration 28Q: 3 clusters Score -1.3368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -13367986.000000 Penalty: 3761.474121
	Iteration 29Q: 3 clusters Score -1.336799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -13368007.000000 Penalty: 3761.474121
	Iteration 30Q: 3 clusters Score -1.336801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 105896 members 
Entering Unmasked Estep 
Score: -13368009.000000 Penalty: 3761.474121
	Iteration 31Q: 3 clusters Score -1.336801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -13368010.000000 Penalty: 3761.474121
	Iteration 32Q: 3 clusters Score -1.336801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -13368002.000000 Penalty: 3761.474121
	Iteration 33Q: 3 clusters Score -1.3368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -13368010.000000 Penalty: 3761.474121
	Iteration 34Q: 3 clusters Score -1.336801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -13368010.000000 Penalty: 3761.474121
	Iteration 35Q: 3 clusters Score -1.336801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -13368012.000000 Penalty: 3761.474121
	Iteration 36Q: 3 clusters Score -1.336801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13368014.000000 Penalty: 3761.474121
	Iteration 37Q: 3 clusters Score -1.336801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -13368028.000000 Penalty: 3761.474121
	Iteration 38Q: 3 clusters Score -1.336803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -13368027.000000 Penalty: 3761.474121
	Iteration 39Q: 3 clusters Score -1.336803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -13368033.000000 Penalty: 3761.474121
	Iteration 40F: 3 clusters Score -1.336803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -13368021.000000 Penalty: 3761.474121
	Iteration 41Q: 3 clusters Score -1.336802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -13368021.000000 Penalty: 3761.474121
	Iteration 42Q: 3 clusters Score -1.336802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -13368031.000000 Penalty: 3761.474121
	Iteration 43Q: 3 clusters Score -1.336803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -13368029.000000 Penalty: 3761.474121
	Iteration 44Q: 3 clusters Score -1.336803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -13368029.000000 Penalty: 3761.474121
	Iteration 45F: 3 clusters Score -1.336803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (98804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Entering Unmasked Estep 
Score: -12484599.000000 Penalty: 1868.895264
	Iteration 0F: 2 clusters Score -1.24846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -12418696.000000 Penalty: 3737.790527
	Iteration 0F: 3 clusters Score -1.24187e+07 nChanged 47129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -12445837.000000 Penalty: 3737.790527
	Iteration 1F: 3 clusters Score -1.244584e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -12446665.000000 Penalty: 3737.790527
	Iteration 2Q: 3 clusters Score -1.244666e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -12447453.000000 Penalty: 3737.790527
	Iteration 3Q: 3 clusters Score -1.244745e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -12448332.000000 Penalty: 3737.790527
	Iteration 4Q: 3 clusters Score -1.244833e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -12449571.000000 Penalty: 3737.790527
	Iteration 5Q: 3 clusters Score -1.244957e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -12450959.000000 Penalty: 3737.790527
	Iteration 6Q: 3 clusters Score -1.245096e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -12452906.000000 Penalty: 3737.790527
	Iteration 7Q: 3 clusters Score -1.245291e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -12455648.000000 Penalty: 3737.790527
	Iteration 8Q: 3 clusters Score -1.245565e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -12459367.000000 Penalty: 3737.790527
	Iteration 9F: 3 clusters Score -1.245937e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -12463345.000000 Penalty: 3737.790527
	Iteration 10F: 3 clusters Score -1.246334e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -12465926.000000 Penalty: 3737.790527
	Iteration 11F: 3 clusters Score -1.246593e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -12466881.000000 Penalty: 3737.790527
	Iteration 12Q: 3 clusters Score -1.246688e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -12467324.000000 Penalty: 3737.790527
	Iteration 13Q: 3 clusters Score -1.246732e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -12467479.000000 Penalty: 3737.790527
	Iteration 14Q: 3 clusters Score -1.246748e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -12467646.000000 Penalty: 3737.790527
	Iteration 15Q: 3 clusters Score -1.246765e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -12467781.000000 Penalty: 3737.790527
	Iteration 16Q: 3 clusters Score -1.246778e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -12467969.000000 Penalty: 3737.790527
	Iteration 17Q: 3 clusters Score -1.246797e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -12468134.000000 Penalty: 3737.790527
	Iteration 18Q: 3 clusters Score -1.246813e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -12468419.000000 Penalty: 3737.790527
	Iteration 19Q: 3 clusters Score -1.246842e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -12468614.000000 Penalty: 3737.790527
	Iteration 20F: 3 clusters Score -1.246861e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -12468821.000000 Penalty: 3737.790527
	Iteration 21Q: 3 clusters Score -1.246882e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -12469078.000000 Penalty: 3737.790527
	Iteration 22Q: 3 clusters Score -1.246908e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -12469356.000000 Penalty: 3737.790527
	Iteration 23Q: 3 clusters Score -1.246936e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -12469649.000000 Penalty: 3737.790527
	Iteration 24Q: 3 clusters Score -1.246965e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -12469879.000000 Penalty: 3737.790527
	Iteration 25Q: 3 clusters Score -1.246988e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -12470061.000000 Penalty: 3737.790527
	Iteration 26Q: 3 clusters Score -1.247006e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -12470352.000000 Penalty: 3737.790527
	Iteration 27Q: 3 clusters Score -1.247035e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -12470608.000000 Penalty: 3737.790527
	Iteration 28Q: 3 clusters Score -1.247061e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -12470910.000000 Penalty: 3737.790527
	Iteration 29Q: 3 clusters Score -1.247091e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -12471179.000000 Penalty: 3737.790527
	Iteration 30Q: 3 clusters Score -1.247118e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -12471389.000000 Penalty: 3737.790527
	Iteration 31Q: 3 clusters Score -1.247139e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -12471704.000000 Penalty: 3737.790527
	Iteration 32Q: 3 clusters Score -1.24717e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -12471979.000000 Penalty: 3737.790527
	Iteration 33Q: 3 clusters Score -1.247198e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -12472199.000000 Penalty: 3737.790527
	Iteration 34Q: 3 clusters Score -1.24722e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -12472418.000000 Penalty: 3737.790527
	Iteration 35Q: 3 clusters Score -1.247242e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -12472565.000000 Penalty: 3737.790527
	Iteration 36Q: 3 clusters Score -1.247256e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -12472792.000000 Penalty: 3737.790527
	Iteration 37Q: 3 clusters Score -1.247279e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -12473019.000000 Penalty: 3737.790527
	Iteration 38Q: 3 clusters Score -1.247302e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -12473225.000000 Penalty: 3737.790527
	Iteration 39Q: 3 clusters Score -1.247322e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -12473406.000000 Penalty: 3737.790527
	Iteration 40F: 3 clusters Score -1.247341e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -12473545.000000 Penalty: 3737.790527
	Iteration 41Q: 3 clusters Score -1.247354e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -12473682.000000 Penalty: 3737.790527
	Iteration 42Q: 3 clusters Score -1.247368e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -12473822.000000 Penalty: 3737.790527
	Iteration 43Q: 3 clusters Score -1.247382e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -12474018.000000 Penalty: 3737.790527
	Iteration 44Q: 3 clusters Score -1.247402e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -12474148.000000 Penalty: 3737.790527
	Iteration 45Q: 3 clusters Score -1.247415e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -12474232.000000 Penalty: 3737.790527
	Iteration 46Q: 3 clusters Score -1.247423e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -12474408.000000 Penalty: 3737.790527
	Iteration 47Q: 3 clusters Score -1.247441e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -12474561.000000 Penalty: 3737.790527
	Iteration 48Q: 3 clusters Score -1.247456e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -12474667.000000 Penalty: 3737.790527
	Iteration 49Q: 3 clusters Score -1.247467e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -12474855.000000 Penalty: 3737.790527
	Iteration 50Q: 3 clusters Score -1.247486e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -12474938.000000 Penalty: 3737.790527
	Iteration 51Q: 3 clusters Score -1.247494e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -12475083.000000 Penalty: 3737.790527
	Iteration 52Q: 3 clusters Score -1.247508e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -12475195.000000 Penalty: 3737.790527
	Iteration 53Q: 3 clusters Score -1.24752e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -12475341.000000 Penalty: 3737.790527
	Iteration 54Q: 3 clusters Score -1.247534e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -12475418.000000 Penalty: 3737.790527
	Iteration 55Q: 3 clusters Score -1.247542e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -12475587.000000 Penalty: 3737.790527
	Iteration 56Q: 3 clusters Score -1.247559e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -12475649.000000 Penalty: 3737.790527
	Iteration 57Q: 3 clusters Score -1.247565e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -12475715.000000 Penalty: 3737.790527
	Iteration 58Q: 3 clusters Score -1.247572e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -12475822.000000 Penalty: 3737.790527
	Iteration 59Q: 3 clusters Score -1.247582e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -12475846.000000 Penalty: 3737.790527
	Iteration 60F: 3 clusters Score -1.247585e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -12475898.000000 Penalty: 3737.790527
	Iteration 61Q: 3 clusters Score -1.24759e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -12476004.000000 Penalty: 3737.790527
	Iteration 62Q: 3 clusters Score -1.2476e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -12476047.000000 Penalty: 3737.790527
	Iteration 63Q: 3 clusters Score -1.247605e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -12476120.000000 Penalty: 3737.790527
	Iteration 64Q: 3 clusters Score -1.247612e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -12476243.000000 Penalty: 3737.790527
	Iteration 65Q: 3 clusters Score -1.247624e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -12476320.000000 Penalty: 3737.790527
	Iteration 66Q: 3 clusters Score -1.247632e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -12476332.000000 Penalty: 3737.790527
	Iteration 67Q: 3 clusters Score -1.247633e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -12476399.000000 Penalty: 3737.790527
	Iteration 68Q: 3 clusters Score -1.24764e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -12476442.000000 Penalty: 3737.790527
	Iteration 69Q: 3 clusters Score -1.247644e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -12476482.000000 Penalty: 3737.790527
	Iteration 70Q: 3 clusters Score -1.247648e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -12476547.000000 Penalty: 3737.790527
	Iteration 71Q: 3 clusters Score -1.247655e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -12476646.000000 Penalty: 3737.790527
	Iteration 72Q: 3 clusters Score -1.247665e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -12476699.000000 Penalty: 3737.790527
	Iteration 73Q: 3 clusters Score -1.24767e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -12476824.000000 Penalty: 3737.790527
	Iteration 74Q: 3 clusters Score -1.247682e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -12476897.000000 Penalty: 3737.790527
	Iteration 75Q: 3 clusters Score -1.24769e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -12477009.000000 Penalty: 3737.790527
	Iteration 76Q: 3 clusters Score -1.247701e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -12477090.000000 Penalty: 3737.790527
	Iteration 77Q: 3 clusters Score -1.247709e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -12477169.000000 Penalty: 3737.790527
	Iteration 78Q: 3 clusters Score -1.247717e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -12477266.000000 Penalty: 3737.790527
	Iteration 79Q: 3 clusters Score -1.247727e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -12477385.000000 Penalty: 3737.790527
	Iteration 80F: 3 clusters Score -1.247738e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -12477490.000000 Penalty: 3737.790527
	Iteration 81Q: 3 clusters Score -1.247749e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -12477607.000000 Penalty: 3737.790527
	Iteration 82Q: 3 clusters Score -1.247761e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -12477659.000000 Penalty: 3737.790527
	Iteration 83Q: 3 clusters Score -1.247766e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -12477796.000000 Penalty: 3737.790527
	Iteration 84Q: 3 clusters Score -1.24778e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -12477918.000000 Penalty: 3737.790527
	Iteration 85Q: 3 clusters Score -1.247792e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -12478040.000000 Penalty: 3737.790527
	Iteration 86Q: 3 clusters Score -1.247804e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -12478172.000000 Penalty: 3737.790527
	Iteration 87Q: 3 clusters Score -1.247817e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -12478300.000000 Penalty: 3737.790527
	Iteration 88Q: 3 clusters Score -1.24783e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -12478426.000000 Penalty: 3737.790527
	Iteration 89Q: 3 clusters Score -1.247843e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -12478632.000000 Penalty: 3737.790527
	Iteration 90Q: 3 clusters Score -1.247863e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -12478779.000000 Penalty: 3737.790527
	Iteration 91Q: 3 clusters Score -1.247878e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -12479056.000000 Penalty: 3737.790527
	Iteration 92Q: 3 clusters Score -1.247906e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -12479323.000000 Penalty: 3737.790527
	Iteration 93Q: 3 clusters Score -1.247932e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -12479565.000000 Penalty: 3737.790527
	Iteration 94Q: 3 clusters Score -1.247956e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -12479813.000000 Penalty: 3737.790527
	Iteration 95Q: 3 clusters Score -1.247981e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -12480073.000000 Penalty: 3737.790527
	Iteration 96Q: 3 clusters Score -1.248007e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -12480407.000000 Penalty: 3737.790527
	Iteration 97Q: 3 clusters Score -1.248041e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -12480678.000000 Penalty: 3737.790527
	Iteration 98Q: 3 clusters Score -1.248068e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -12480875.000000 Penalty: 3737.790527
	Iteration 99Q: 3 clusters Score -1.248088e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -12481159.000000 Penalty: 3737.790527
	Iteration 100F: 3 clusters Score -1.248116e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -12481455.000000 Penalty: 3737.790527
	Iteration 101Q: 3 clusters Score -1.248146e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -12481657.000000 Penalty: 3737.790527
	Iteration 102Q: 3 clusters Score -1.248166e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -12481867.000000 Penalty: 3737.790527
	Iteration 103Q: 3 clusters Score -1.248187e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -12482030.000000 Penalty: 3737.790527
	Iteration 104Q: 3 clusters Score -1.248203e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -12482103.000000 Penalty: 3737.790527
	Iteration 105Q: 3 clusters Score -1.24821e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -12482278.000000 Penalty: 3737.790527
	Iteration 106Q: 3 clusters Score -1.248228e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -12482348.000000 Penalty: 3737.790527
	Iteration 107Q: 3 clusters Score -1.248235e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -12482450.000000 Penalty: 3737.790527
	Iteration 108Q: 3 clusters Score -1.248245e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -12482503.000000 Penalty: 3737.790527
	Iteration 109Q: 3 clusters Score -1.24825e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -12482557.000000 Penalty: 3737.790527
	Iteration 110Q: 3 clusters Score -1.248256e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -12482621.000000 Penalty: 3737.790527
	Iteration 111Q: 3 clusters Score -1.248262e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -12482704.000000 Penalty: 3737.790527
	Iteration 112Q: 3 clusters Score -1.24827e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -12482776.000000 Penalty: 3737.790527
	Iteration 113Q: 3 clusters Score -1.248278e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 97200 members 
Entering Unmasked Estep 
Score: -12482838.000000 Penalty: 3737.790527
	Iteration 114Q: 3 clusters Score -1.248284e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -12482879.000000 Penalty: 3737.790527
	Iteration 115Q: 3 clusters Score -1.248288e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -12482898.000000 Penalty: 3737.790527
	Iteration 116Q: 3 clusters Score -1.24829e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -12482923.000000 Penalty: 3737.790527
	Iteration 117Q: 3 clusters Score -1.248292e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -12482934.000000 Penalty: 3737.790527
	Iteration 118Q: 3 clusters Score -1.248293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 97584 members 
Entering Unmasked Estep 
Score: -12482962.000000 Penalty: 3737.790527
	Iteration 119Q: 3 clusters Score -1.248296e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12483003.000000 Penalty: 3737.790527
	Iteration 120F: 3 clusters Score -1.2483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -12483004.000000 Penalty: 3737.790527
	Iteration 121Q: 3 clusters Score -1.2483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -12483028.000000 Penalty: 3737.790527
	Iteration 122Q: 3 clusters Score -1.248303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -12483061.000000 Penalty: 3737.790527
	Iteration 123Q: 3 clusters Score -1.248306e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -12483060.000000 Penalty: 3737.790527
	Iteration 124Q: 3 clusters Score -1.248306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -12483079.000000 Penalty: 3737.790527
	Iteration 125Q: 3 clusters Score -1.248308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -12483073.000000 Penalty: 3737.790527
	Iteration 126Q: 3 clusters Score -1.248307e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -12483094.000000 Penalty: 3737.790527
	Iteration 127Q: 3 clusters Score -1.248309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -12483084.000000 Penalty: 3737.790527
	Iteration 128Q: 3 clusters Score -1.248308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -12483091.000000 Penalty: 3737.790527
	Iteration 129Q: 3 clusters Score -1.248309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -12483102.000000 Penalty: 3737.790527
	Iteration 130Q: 3 clusters Score -1.24831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -12483104.000000 Penalty: 3737.790527
	Iteration 131Q: 3 clusters Score -1.24831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -12483123.000000 Penalty: 3737.790527
	Iteration 132Q: 3 clusters Score -1.248312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -12483113.000000 Penalty: 3737.790527
	Iteration 133Q: 3 clusters Score -1.248311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -12483121.000000 Penalty: 3737.790527
	Iteration 134Q: 3 clusters Score -1.248312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -12483116.000000 Penalty: 3737.790527
	Iteration 135Q: 3 clusters Score -1.248312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -12483122.000000 Penalty: 3737.790527
	Iteration 136Q: 3 clusters Score -1.248312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -12483122.000000 Penalty: 3737.790527
	Iteration 137F: 3 clusters Score -1.248312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -32889.996094 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -32890 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 200 members 
Entering Unmasked Estep 
Score: -32073.367188 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -32073.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32340.958984 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -32340.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32506.792969 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -32506.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32551.130859 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -32551.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32594.527344 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -32594.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32598.789062 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -32598.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32600.115234 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -32600.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32600.115234 Penalty: 1943.137817
	Iteration 7F: 3 clusters Score -32600.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -936008.812500 Penalty: 1456.242798
	Iteration 0F: 2 clusters Score -936008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -930297.500000 Penalty: 2912.485596
	Iteration 0F: 3 clusters Score -930297.5 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -932711.625000 Penalty: 2912.485596
	Iteration 1F: 3 clusters Score -932711.6 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -933759.312500 Penalty: 2912.485596
	Iteration 2F: 3 clusters Score -933759.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -934745.500000 Penalty: 2912.485596
	Iteration 3F: 3 clusters Score -934745.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -935369.125000 Penalty: 2912.485596
	Iteration 4F: 3 clusters Score -935369.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -935683.875000 Penalty: 2912.485596
	Iteration 5F: 3 clusters Score -935683.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -935847.437500 Penalty: 2912.485596
	Iteration 6Q: 3 clusters Score -935847.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -935920.125000 Penalty: 2912.485596
	Iteration 7Q: 3 clusters Score -935920.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -935964.875000 Penalty: 2912.485596
	Iteration 8Q: 3 clusters Score -935964.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -935982.375000 Penalty: 2912.485596
	Iteration 9Q: 3 clusters Score -935982.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -935999.750000 Penalty: 2912.485596
	Iteration 10Q: 3 clusters Score -935999.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -936009.562500 Penalty: 2912.485596
	Iteration 11Q: 3 clusters Score -936009.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -936014.000000 Penalty: 2912.485596
	Iteration 12Q: 3 clusters Score -936014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -936021.250000 Penalty: 2912.485596
	Iteration 13Q: 3 clusters Score -936021.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -936028.437500 Penalty: 2912.485596
	Iteration 14Q: 3 clusters Score -936028.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -936037.750000 Penalty: 2912.485596
	Iteration 15Q: 3 clusters Score -936037.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -936050.250000 Penalty: 2912.485596
	Iteration 16Q: 3 clusters Score -936050.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -936061.812500 Penalty: 2912.485596
	Iteration 17Q: 3 clusters Score -936061.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -936078.125000 Penalty: 2912.485596
	Iteration 18Q: 3 clusters Score -936078.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -936084.687500 Penalty: 2912.485596
	Iteration 19Q: 3 clusters Score -936084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -936091.625000 Penalty: 2912.485596
	Iteration 20F: 3 clusters Score -936091.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -936094.187500 Penalty: 2912.485596
	Iteration 21Q: 3 clusters Score -936094.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -936097.312500 Penalty: 2912.485596
	Iteration 22Q: 3 clusters Score -936097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -936099.312500 Penalty: 2912.485596
	Iteration 23Q: 3 clusters Score -936099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -936100.187500 Penalty: 2912.485596
	Iteration 24Q: 3 clusters Score -936100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -936100.437500 Penalty: 2912.485596
	Iteration 25Q: 3 clusters Score -936100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -936104.312500 Penalty: 2912.485596
	Iteration 26Q: 3 clusters Score -936104.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -936108.562500 Penalty: 2912.485596
	Iteration 27Q: 3 clusters Score -936108.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -936110.937500 Penalty: 2912.485596
	Iteration 28Q: 3 clusters Score -936110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -936114.062500 Penalty: 2912.485596
	Iteration 29Q: 3 clusters Score -936114.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -936117.750000 Penalty: 2912.485596
	Iteration 30Q: 3 clusters Score -936117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -936119.937500 Penalty: 2912.485596
	Iteration 31Q: 3 clusters Score -936119.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -936121.937500 Penalty: 2912.485596
	Iteration 32Q: 3 clusters Score -936121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -936126.562500 Penalty: 2912.485596
	Iteration 33Q: 3 clusters Score -936126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -936129.062500 Penalty: 2912.485596
	Iteration 34Q: 3 clusters Score -936129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -936128.625000 Penalty: 2912.485596
	Iteration 35Q: 3 clusters Score -936128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -936130.937500 Penalty: 2912.485596
	Iteration 36Q: 3 clusters Score -936130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -936129.937500 Penalty: 2912.485596
	Iteration 37Q: 3 clusters Score -936129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -936131.562500 Penalty: 2912.485596
	Iteration 38Q: 3 clusters Score -936131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -936132.500000 Penalty: 2912.485596
	Iteration 39Q: 3 clusters Score -936132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -936132.500000 Penalty: 2912.485596
	Iteration 40F: 3 clusters Score -936132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103201 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112236 members 
Mstep: Class 7 contains 106273 members 
Mstep: Class 8 contains 98804 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40377 members 
Mstep: Class 17 contains 87108 members 
Mstep: Class 18 contains 93742 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115182 members 
Mstep: Class 23 contains 105560 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59420 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14406 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 111610 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6462 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16213 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7034 members 
Mstep: Class 42 contains 6958 members 
Entering Unmasked Estep 
Score: -141739728.000000 Penalty: 95283.945312
Splitting cluster 10 changes total score from -141740688.000000 to -141739728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -30658.904297 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -30658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29785.126953 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -29785.13 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30185.273438 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -30185.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30438.304688 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -30438.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30672.072266 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -30672.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30781.863281 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -30781.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30806.085938 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -30806.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30827.761719 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -30827.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30828.320312 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -30828.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30828.320312 Penalty: 1927.979736
	Iteration 8F: 3 clusters Score -30828.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103201 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112236 members 
Mstep: Class 7 contains 106273 members 
Mstep: Class 8 contains 98804 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 158 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40377 members 
Mstep: Class 17 contains 87108 members 
Mstep: Class 18 contains 93742 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115182 members 
Mstep: Class 23 contains 105560 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59420 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14406 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 111610 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6462 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16213 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7034 members 
Mstep: Class 42 contains 219 members 
Entering Unmasked Estep 
Score: -141740032.000000 Penalty: 95283.945312
Splitting cluster 11 changes total score from -141740688.000000 to -141740032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Entering Unmasked Estep 
Score: -1144445.750000 Penalty: 1484.134399
	Iteration 0F: 2 clusters Score -1144446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1137749.500000 Penalty: 2968.268799
	Iteration 0F: 3 clusters Score -1137750 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1139996.000000 Penalty: 2968.268799
	Iteration 1F: 3 clusters Score -1139996 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1140412.750000 Penalty: 2968.268799
	Iteration 2F: 3 clusters Score -1140413 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1140943.750000 Penalty: 2968.268799
	Iteration 3F: 3 clusters Score -1140944 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1141521.125000 Penalty: 2968.268799
	Iteration 4F: 3 clusters Score -1141521 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1142108.375000 Penalty: 2968.268799
	Iteration 5F: 3 clusters Score -1142108 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1142658.125000 Penalty: 2968.268799
	Iteration 6F: 3 clusters Score -1142658 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1143069.250000 Penalty: 2968.268799
	Iteration 7F: 3 clusters Score -1143069 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1143408.250000 Penalty: 2968.268799
	Iteration 8Q: 3 clusters Score -1143408 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1143667.000000 Penalty: 2968.268799
	Iteration 9Q: 3 clusters Score -1143667 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1143819.125000 Penalty: 2968.268799
	Iteration 10Q: 3 clusters Score -1143819 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1143911.000000 Penalty: 2968.268799
	Iteration 11Q: 3 clusters Score -1143911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1143981.500000 Penalty: 2968.268799
	Iteration 12Q: 3 clusters Score -1143982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1144026.125000 Penalty: 2968.268799
	Iteration 13Q: 3 clusters Score -1144026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1144055.500000 Penalty: 2968.268799
	Iteration 14Q: 3 clusters Score -1144056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1144071.000000 Penalty: 2968.268799
	Iteration 15Q: 3 clusters Score -1144071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1144083.750000 Penalty: 2968.268799
	Iteration 16Q: 3 clusters Score -1144084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1144095.625000 Penalty: 2968.268799
	Iteration 17Q: 3 clusters Score -1144096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1144100.375000 Penalty: 2968.268799
	Iteration 18Q: 3 clusters Score -1144100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1144108.125000 Penalty: 2968.268799
	Iteration 19Q: 3 clusters Score -1144108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1144110.500000 Penalty: 2968.268799
	Iteration 20F: 3 clusters Score -1144110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1144110.750000 Penalty: 2968.268799
	Iteration 21Q: 3 clusters Score -1144111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1144113.500000 Penalty: 2968.268799
	Iteration 22Q: 3 clusters Score -1144114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1144115.125000 Penalty: 2968.268799
	Iteration 23Q: 3 clusters Score -1144115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1144117.875000 Penalty: 2968.268799
	Iteration 24Q: 3 clusters Score -1144118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1144122.375000 Penalty: 2968.268799
	Iteration 25Q: 3 clusters Score -1144122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1144120.500000 Penalty: 2968.268799
	Iteration 26Q: 3 clusters Score -1144120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1144120.125000 Penalty: 2968.268799
	Iteration 27Q: 3 clusters Score -1144120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1144120.125000 Penalty: 2968.268799
	Iteration 28F: 3 clusters Score -1144120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Entering Unmasked Estep 
Score: -1782520.750000 Penalty: 1557.462402
	Iteration 0F: 2 clusters Score -1782521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1772282.125000 Penalty: 3114.924805
	Iteration 0F: 3 clusters Score -1772282 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1776011.875000 Penalty: 3114.924805
	Iteration 1F: 3 clusters Score -1776012 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1776551.875000 Penalty: 3114.924805
	Iteration 2F: 3 clusters Score -1776552 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1777203.500000 Penalty: 3114.924805
	Iteration 3F: 3 clusters Score -1777204 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1777834.750000 Penalty: 3114.924805
	Iteration 4F: 3 clusters Score -1777835 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1778391.875000 Penalty: 3114.924805
	Iteration 5F: 3 clusters Score -1778392 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1778745.000000 Penalty: 3114.924805
	Iteration 6F: 3 clusters Score -1778745 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1778992.250000 Penalty: 3114.924805
	Iteration 7Q: 3 clusters Score -1778992 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1779121.125000 Penalty: 3114.924805
	Iteration 8Q: 3 clusters Score -1779121 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1779190.000000 Penalty: 3114.924805
	Iteration 9Q: 3 clusters Score -1779190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1779243.250000 Penalty: 3114.924805
	Iteration 10Q: 3 clusters Score -1779243 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1779268.375000 Penalty: 3114.924805
	Iteration 11Q: 3 clusters Score -1779268 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1779299.625000 Penalty: 3114.924805
	Iteration 12Q: 3 clusters Score -1779300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1779323.875000 Penalty: 3114.924805
	Iteration 13Q: 3 clusters Score -1779324 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1779356.000000 Penalty: 3114.924805
	Iteration 14Q: 3 clusters Score -1779356 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1779403.875000 Penalty: 3114.924805
	Iteration 15Q: 3 clusters Score -1779404 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1779449.250000 Penalty: 3114.924805
	Iteration 16Q: 3 clusters Score -1779449 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1779495.375000 Penalty: 3114.924805
	Iteration 17Q: 3 clusters Score -1779495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1779548.875000 Penalty: 3114.924805
	Iteration 18Q: 3 clusters Score -1779549 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1779597.875000 Penalty: 3114.924805
	Iteration 19Q: 3 clusters Score -1779598 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1779681.125000 Penalty: 3114.924805
	Iteration 20F: 3 clusters Score -1779681 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1779752.125000 Penalty: 3114.924805
	Iteration 21Q: 3 clusters Score -1779752 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1779827.250000 Penalty: 3114.924805
	Iteration 22Q: 3 clusters Score -1779827 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1779923.250000 Penalty: 3114.924805
	Iteration 23Q: 3 clusters Score -1779923 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1780057.875000 Penalty: 3114.924805
	Iteration 24Q: 3 clusters Score -1780058 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1780201.750000 Penalty: 3114.924805
	Iteration 25Q: 3 clusters Score -1780202 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1780348.000000 Penalty: 3114.924805
	Iteration 26Q: 3 clusters Score -1780348 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1780490.375000 Penalty: 3114.924805
	Iteration 27Q: 3 clusters Score -1780490 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1780646.625000 Penalty: 3114.924805
	Iteration 28Q: 3 clusters Score -1780647 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1780810.375000 Penalty: 3114.924805
	Iteration 29Q: 3 clusters Score -1780810 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1780957.875000 Penalty: 3114.924805
	Iteration 30Q: 3 clusters Score -1780958 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1781096.500000 Penalty: 3114.924805
	Iteration 31Q: 3 clusters Score -1781096 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1781217.625000 Penalty: 3114.924805
	Iteration 32Q: 3 clusters Score -1781218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1781330.500000 Penalty: 3114.924805
	Iteration 33Q: 3 clusters Score -1781330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1781437.375000 Penalty: 3114.924805
	Iteration 34Q: 3 clusters Score -1781437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1781492.750000 Penalty: 3114.924805
	Iteration 35Q: 3 clusters Score -1781493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1781549.875000 Penalty: 3114.924805
	Iteration 36Q: 3 clusters Score -1781550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1781581.250000 Penalty: 3114.924805
	Iteration 37Q: 3 clusters Score -1781581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1781606.875000 Penalty: 3114.924805
	Iteration 38Q: 3 clusters Score -1781607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1781636.875000 Penalty: 3114.924805
	Iteration 39Q: 3 clusters Score -1781637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1781645.625000 Penalty: 3114.924805
	Iteration 40F: 3 clusters Score -1781646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1781665.875000 Penalty: 3114.924805
	Iteration 41Q: 3 clusters Score -1781666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1781677.375000 Penalty: 3114.924805
	Iteration 42Q: 3 clusters Score -1781677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1781689.875000 Penalty: 3114.924805
	Iteration 43Q: 3 clusters Score -1781690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1781699.875000 Penalty: 3114.924805
	Iteration 44Q: 3 clusters Score -1781700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1781704.500000 Penalty: 3114.924805
	Iteration 45Q: 3 clusters Score -1781704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1781707.875000 Penalty: 3114.924805
	Iteration 46Q: 3 clusters Score -1781708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1781717.500000 Penalty: 3114.924805
	Iteration 47Q: 3 clusters Score -1781718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1781717.125000 Penalty: 3114.924805
	Iteration 48Q: 3 clusters Score -1781717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1781723.000000 Penalty: 3114.924805
	Iteration 49Q: 3 clusters Score -1781723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1781729.125000 Penalty: 3114.924805
	Iteration 50Q: 3 clusters Score -1781729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1781728.500000 Penalty: 3114.924805
	Iteration 51Q: 3 clusters Score -1781728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1781727.875000 Penalty: 3114.924805
	Iteration 52Q: 3 clusters Score -1781728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1781729.000000 Penalty: 3114.924805
	Iteration 53Q: 3 clusters Score -1781729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1781728.125000 Penalty: 3114.924805
	Iteration 54Q: 3 clusters Score -1781728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1781732.875000 Penalty: 3114.924805
	Iteration 55Q: 3 clusters Score -1781733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1781734.500000 Penalty: 3114.924805
	Iteration 56Q: 3 clusters Score -1781734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1781736.375000 Penalty: 3114.924805
	Iteration 57Q: 3 clusters Score -1781736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1781734.875000 Penalty: 3114.924805
	Iteration 58Q: 3 clusters Score -1781735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1781734.750000 Penalty: 3114.924805
	Iteration 59Q: 3 clusters Score -1781735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1781735.875000 Penalty: 3114.924805
	Iteration 60F: 3 clusters Score -1781736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1781735.375000 Penalty: 3114.924805
	Iteration 61Q: 3 clusters Score -1781735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1781736.250000 Penalty: 3114.924805
	Iteration 62Q: 3 clusters Score -1781736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1781734.125000 Penalty: 3114.924805
	Iteration 63Q: 3 clusters Score -1781734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1781737.000000 Penalty: 3114.924805
	Iteration 64Q: 3 clusters Score -1781737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1781740.125000 Penalty: 3114.924805
	Iteration 65Q: 3 clusters Score -1781740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1781740.875000 Penalty: 3114.924805
	Iteration 66Q: 3 clusters Score -1781741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1781741.125000 Penalty: 3114.924805
	Iteration 67Q: 3 clusters Score -1781741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1781745.500000 Penalty: 3114.924805
	Iteration 68Q: 3 clusters Score -1781746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1781745.125000 Penalty: 3114.924805
	Iteration 69Q: 3 clusters Score -1781745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1781746.125000 Penalty: 3114.924805
	Iteration 70Q: 3 clusters Score -1781746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1781745.250000 Penalty: 3114.924805
	Iteration 71Q: 3 clusters Score -1781745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1781745.250000 Penalty: 3114.924805
	Iteration 72F: 3 clusters Score -1781745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Entering Unmasked Estep 
Score: -859119.437500 Penalty: 1445.004761
	Iteration 0F: 2 clusters Score -859119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -853689.312500 Penalty: 2890.009521
	Iteration 0F: 3 clusters Score -853689.3 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -855367.875000 Penalty: 2890.009521
	Iteration 1F: 3 clusters Score -855367.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -855700.687500 Penalty: 2890.009521
	Iteration 2F: 3 clusters Score -855700.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -855986.312500 Penalty: 2890.009521
	Iteration 3F: 3 clusters Score -855986.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -856275.250000 Penalty: 2890.009521
	Iteration 4F: 3 clusters Score -856275.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -856561.437500 Penalty: 2890.009521
	Iteration 5F: 3 clusters Score -856561.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -856801.000000 Penalty: 2890.009521
	Iteration 6F: 3 clusters Score -856801 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -857014.625000 Penalty: 2890.009521
	Iteration 7Q: 3 clusters Score -857014.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -857205.875000 Penalty: 2890.009521
	Iteration 8Q: 3 clusters Score -857205.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -857367.500000 Penalty: 2890.009521
	Iteration 9Q: 3 clusters Score -857367.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -857521.437500 Penalty: 2890.009521
	Iteration 10Q: 3 clusters Score -857521.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -857659.062500 Penalty: 2890.009521
	Iteration 11Q: 3 clusters Score -857659.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -857771.437500 Penalty: 2890.009521
	Iteration 12Q: 3 clusters Score -857771.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -857861.937500 Penalty: 2890.009521
	Iteration 13Q: 3 clusters Score -857861.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -857939.312500 Penalty: 2890.009521
	Iteration 14Q: 3 clusters Score -857939.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -857990.000000 Penalty: 2890.009521
	Iteration 15Q: 3 clusters Score -857990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -858029.312500 Penalty: 2890.009521
	Iteration 16Q: 3 clusters Score -858029.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -858064.125000 Penalty: 2890.009521
	Iteration 17Q: 3 clusters Score -858064.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -858102.437500 Penalty: 2890.009521
	Iteration 18Q: 3 clusters Score -858102.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -858123.125000 Penalty: 2890.009521
	Iteration 19Q: 3 clusters Score -858123.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -858135.625000 Penalty: 2890.009521
	Iteration 20F: 3 clusters Score -858135.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -858146.812500 Penalty: 2890.009521
	Iteration 21Q: 3 clusters Score -858146.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -858160.937500 Penalty: 2890.009521
	Iteration 22Q: 3 clusters Score -858160.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -858164.937500 Penalty: 2890.009521
	Iteration 23Q: 3 clusters Score -858164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -858168.500000 Penalty: 2890.009521
	Iteration 24Q: 3 clusters Score -858168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -858169.812500 Penalty: 2890.009521
	Iteration 25Q: 3 clusters Score -858169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -858172.750000 Penalty: 2890.009521
	Iteration 26Q: 3 clusters Score -858172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -858174.812500 Penalty: 2890.009521
	Iteration 27Q: 3 clusters Score -858174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -858176.125000 Penalty: 2890.009521
	Iteration 28Q: 3 clusters Score -858176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -858176.437500 Penalty: 2890.009521
	Iteration 29Q: 3 clusters Score -858176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -858176.437500 Penalty: 2890.009521
	Iteration 30F: 3 clusters Score -858176.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -394347.125000 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -394347.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -391511.593750 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -391511.6 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -392304.187500 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -392304.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -392526.500000 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -392526.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -392731.781250 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -392731.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -392964.843750 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -392964.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -393181.843750 Penalty: 2631.564697
	Iteration 5F: 3 clusters Score -393181.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -393381.937500 Penalty: 2631.564697
	Iteration 6F: 3 clusters Score -393381.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -393536.625000 Penalty: 2631.564697
	Iteration 7F: 3 clusters Score -393536.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -393672.687500 Penalty: 2631.564697
	Iteration 8Q: 3 clusters Score -393672.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -393758.812500 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -393758.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -393810.531250 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -393810.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -393846.531250 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -393846.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -393871.593750 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -393871.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -393882.531250 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -393882.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -393892.062500 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -393892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -393897.250000 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -393897.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -393902.062500 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -393902.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393905.500000 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -393905.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393906.718750 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -393906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393907.312500 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -393907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -393908.718750 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -393908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -393911.812500 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -393911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -393912.937500 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -393912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393914.187500 Penalty: 2631.564697
	Iteration 23Q: 3 clusters Score -393914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -393914.312500 Penalty: 2631.564697
	Iteration 24Q: 3 clusters Score -393914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -393916.812500 Penalty: 2631.564697
	Iteration 25Q: 3 clusters Score -393916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -393918.000000 Penalty: 2631.564697
	Iteration 26Q: 3 clusters Score -393918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393918.500000 Penalty: 2631.564697
	Iteration 27Q: 3 clusters Score -393918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -393919.906250 Penalty: 2631.564697
	Iteration 28Q: 3 clusters Score -393919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393919.812500 Penalty: 2631.564697
	Iteration 29Q: 3 clusters Score -393919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393919.812500 Penalty: 2631.564697
	Iteration 30F: 3 clusters Score -393919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Entering Unmasked Estep 
Score: -5112662.500000 Penalty: 1723.477417
	Iteration 0F: 2 clusters Score -5112662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5085626.000000 Penalty: 3446.954834
	Iteration 0F: 3 clusters Score -5085626 nChanged 18855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -5096591.000000 Penalty: 3446.954834
	Iteration 1F: 3 clusters Score -5096591 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5097729.500000 Penalty: 3446.954834
	Iteration 2F: 3 clusters Score -5097730 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -5099382.500000 Penalty: 3446.954834
	Iteration 3F: 3 clusters Score -5099382 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -5101858.500000 Penalty: 3446.954834
	Iteration 4F: 3 clusters Score -5101858 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -5104771.500000 Penalty: 3446.954834
	Iteration 5F: 3 clusters Score -5104772 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5107330.500000 Penalty: 3446.954834
	Iteration 6F: 3 clusters Score -5107330 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5109283.500000 Penalty: 3446.954834
	Iteration 7Q: 3 clusters Score -5109284 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5110323.000000 Penalty: 3446.954834
	Iteration 8Q: 3 clusters Score -5110323 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5110784.000000 Penalty: 3446.954834
	Iteration 9Q: 3 clusters Score -5110784 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5110977.500000 Penalty: 3446.954834
	Iteration 10Q: 3 clusters Score -5110978 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5111061.000000 Penalty: 3446.954834
	Iteration 11Q: 3 clusters Score -5111061 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5111120.000000 Penalty: 3446.954834
	Iteration 12Q: 3 clusters Score -5111120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5111153.000000 Penalty: 3446.954834
	Iteration 13Q: 3 clusters Score -5111153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5111175.000000 Penalty: 3446.954834
	Iteration 14Q: 3 clusters Score -5111175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5111185.000000 Penalty: 3446.954834
	Iteration 15Q: 3 clusters Score -5111185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5111201.000000 Penalty: 3446.954834
	Iteration 16Q: 3 clusters Score -5111201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5111218.500000 Penalty: 3446.954834
	Iteration 17Q: 3 clusters Score -5111218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5111236.000000 Penalty: 3446.954834
	Iteration 18Q: 3 clusters Score -5111236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5111242.000000 Penalty: 3446.954834
	Iteration 19Q: 3 clusters Score -5111242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5111245.500000 Penalty: 3446.954834
	Iteration 20F: 3 clusters Score -5111246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5111250.000000 Penalty: 3446.954834
	Iteration 21Q: 3 clusters Score -5111250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5111259.500000 Penalty: 3446.954834
	Iteration 22Q: 3 clusters Score -5111260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5111265.000000 Penalty: 3446.954834
	Iteration 23Q: 3 clusters Score -5111265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5111280.000000 Penalty: 3446.954834
	Iteration 24Q: 3 clusters Score -5111280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5111283.500000 Penalty: 3446.954834
	Iteration 25Q: 3 clusters Score -5111284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5111284.500000 Penalty: 3446.954834
	Iteration 26Q: 3 clusters Score -5111284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5111293.000000 Penalty: 3446.954834
	Iteration 27Q: 3 clusters Score -5111293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5111292.000000 Penalty: 3446.954834
	Iteration 28Q: 3 clusters Score -5111292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5111292.500000 Penalty: 3446.954834
	Iteration 29Q: 3 clusters Score -5111292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5111289.500000 Penalty: 3446.954834
	Iteration 30Q: 3 clusters Score -5111290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5111294.000000 Penalty: 3446.954834
	Iteration 31Q: 3 clusters Score -5111294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5111293.000000 Penalty: 3446.954834
	Iteration 32Q: 3 clusters Score -5111293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5111294.500000 Penalty: 3446.954834
	Iteration 33Q: 3 clusters Score -5111294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5111292.000000 Penalty: 3446.954834
	Iteration 34Q: 3 clusters Score -5111292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5111295.000000 Penalty: 3446.954834
	Iteration 35Q: 3 clusters Score -5111295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5111293.000000 Penalty: 3446.954834
	Iteration 36Q: 3 clusters Score -5111293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5111290.000000 Penalty: 3446.954834
	Iteration 37Q: 3 clusters Score -5111290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5111294.500000 Penalty: 3446.954834
	Iteration 38Q: 3 clusters Score -5111294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5111302.500000 Penalty: 3446.954834
	Iteration 39Q: 3 clusters Score -5111302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5111302.500000 Penalty: 3446.954834
	Iteration 40F: 3 clusters Score -5111302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Entering Unmasked Estep 
Score: -11077256.000000 Penalty: 1848.421875
	Iteration 0F: 2 clusters Score -1.107726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -11019389.000000 Penalty: 3696.843750
	Iteration 0F: 3 clusters Score -1.101939e+07 nChanged 41472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -11043599.000000 Penalty: 3696.843750
	Iteration 1F: 3 clusters Score -1.10436e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -11044161.000000 Penalty: 3696.843750
	Iteration 2Q: 3 clusters Score -1.104416e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -11044812.000000 Penalty: 3696.843750
	Iteration 3Q: 3 clusters Score -1.104481e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -11045759.000000 Penalty: 3696.843750
	Iteration 4Q: 3 clusters Score -1.104576e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -11046978.000000 Penalty: 3696.843750
	Iteration 5Q: 3 clusters Score -1.104698e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -11048954.000000 Penalty: 3696.843750
	Iteration 6Q: 3 clusters Score -1.104895e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -11052201.000000 Penalty: 3696.843750
	Iteration 7F: 3 clusters Score -1.10522e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -11056728.000000 Penalty: 3696.843750
	Iteration 8F: 3 clusters Score -1.105673e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -11060800.000000 Penalty: 3696.843750
	Iteration 9F: 3 clusters Score -1.10608e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -11062779.000000 Penalty: 3696.843750
	Iteration 10F: 3 clusters Score -1.106278e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -11063311.000000 Penalty: 3696.843750
	Iteration 11Q: 3 clusters Score -1.106331e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -11063595.000000 Penalty: 3696.843750
	Iteration 12Q: 3 clusters Score -1.10636e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -11063858.000000 Penalty: 3696.843750
	Iteration 13Q: 3 clusters Score -1.106386e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -11064064.000000 Penalty: 3696.843750
	Iteration 14Q: 3 clusters Score -1.106406e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -11064285.000000 Penalty: 3696.843750
	Iteration 15Q: 3 clusters Score -1.106428e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -11064521.000000 Penalty: 3696.843750
	Iteration 16Q: 3 clusters Score -1.106452e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -11064691.000000 Penalty: 3696.843750
	Iteration 17Q: 3 clusters Score -1.106469e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -11065020.000000 Penalty: 3696.843750
	Iteration 18Q: 3 clusters Score -1.106502e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -11065284.000000 Penalty: 3696.843750
	Iteration 19Q: 3 clusters Score -1.106528e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -11065630.000000 Penalty: 3696.843750
	Iteration 20F: 3 clusters Score -1.106563e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -11066052.000000 Penalty: 3696.843750
	Iteration 21Q: 3 clusters Score -1.106605e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -11066520.000000 Penalty: 3696.843750
	Iteration 22Q: 3 clusters Score -1.106652e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -11066931.000000 Penalty: 3696.843750
	Iteration 23Q: 3 clusters Score -1.106693e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -11067364.000000 Penalty: 3696.843750
	Iteration 24Q: 3 clusters Score -1.106736e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -11067853.000000 Penalty: 3696.843750
	Iteration 25Q: 3 clusters Score -1.106785e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -11068357.000000 Penalty: 3696.843750
	Iteration 26Q: 3 clusters Score -1.106836e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -11068808.000000 Penalty: 3696.843750
	Iteration 27Q: 3 clusters Score -1.106881e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -11069401.000000 Penalty: 3696.843750
	Iteration 28Q: 3 clusters Score -1.10694e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -11069883.000000 Penalty: 3696.843750
	Iteration 29Q: 3 clusters Score -1.106988e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -11070503.000000 Penalty: 3696.843750
	Iteration 30Q: 3 clusters Score -1.10705e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -11070974.000000 Penalty: 3696.843750
	Iteration 31Q: 3 clusters Score -1.107097e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -11071444.000000 Penalty: 3696.843750
	Iteration 32Q: 3 clusters Score -1.107144e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -11071898.000000 Penalty: 3696.843750
	Iteration 33Q: 3 clusters Score -1.10719e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -11072363.000000 Penalty: 3696.843750
	Iteration 34Q: 3 clusters Score -1.107236e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -11072780.000000 Penalty: 3696.843750
	Iteration 35Q: 3 clusters Score -1.107278e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -11073183.000000 Penalty: 3696.843750
	Iteration 36Q: 3 clusters Score -1.107318e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -11073545.000000 Penalty: 3696.843750
	Iteration 37Q: 3 clusters Score -1.107354e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -11073903.000000 Penalty: 3696.843750
	Iteration 38Q: 3 clusters Score -1.10739e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -11074151.000000 Penalty: 3696.843750
	Iteration 39Q: 3 clusters Score -1.107415e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -11074417.000000 Penalty: 3696.843750
	Iteration 40F: 3 clusters Score -1.107442e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11074655.000000 Penalty: 3696.843750
	Iteration 41Q: 3 clusters Score -1.107466e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -11074788.000000 Penalty: 3696.843750
	Iteration 42Q: 3 clusters Score -1.107479e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -11074984.000000 Penalty: 3696.843750
	Iteration 43Q: 3 clusters Score -1.107498e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11075089.000000 Penalty: 3696.843750
	Iteration 44Q: 3 clusters Score -1.107509e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11075210.000000 Penalty: 3696.843750
	Iteration 45Q: 3 clusters Score -1.107521e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11075299.000000 Penalty: 3696.843750
	Iteration 46Q: 3 clusters Score -1.10753e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11075328.000000 Penalty: 3696.843750
	Iteration 47Q: 3 clusters Score -1.107533e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11075394.000000 Penalty: 3696.843750
	Iteration 48Q: 3 clusters Score -1.107539e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11075453.000000 Penalty: 3696.843750
	Iteration 49Q: 3 clusters Score -1.107545e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11075479.000000 Penalty: 3696.843750
	Iteration 50Q: 3 clusters Score -1.107548e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11075509.000000 Penalty: 3696.843750
	Iteration 51Q: 3 clusters Score -1.107551e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11075555.000000 Penalty: 3696.843750
	Iteration 52Q: 3 clusters Score -1.107556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11075578.000000 Penalty: 3696.843750
	Iteration 53Q: 3 clusters Score -1.107558e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11075619.000000 Penalty: 3696.843750
	Iteration 54Q: 3 clusters Score -1.107562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11075629.000000 Penalty: 3696.843750
	Iteration 55Q: 3 clusters Score -1.107563e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11075634.000000 Penalty: 3696.843750
	Iteration 56Q: 3 clusters Score -1.107563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11075649.000000 Penalty: 3696.843750
	Iteration 57Q: 3 clusters Score -1.107565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11075656.000000 Penalty: 3696.843750
	Iteration 58Q: 3 clusters Score -1.107566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11075658.000000 Penalty: 3696.843750
	Iteration 59Q: 3 clusters Score -1.107566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11075670.000000 Penalty: 3696.843750
	Iteration 60F: 3 clusters Score -1.107567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11075677.000000 Penalty: 3696.843750
	Iteration 61Q: 3 clusters Score -1.107568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11075702.000000 Penalty: 3696.843750
	Iteration 62Q: 3 clusters Score -1.10757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11075710.000000 Penalty: 3696.843750
	Iteration 63Q: 3 clusters Score -1.107571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11075706.000000 Penalty: 3696.843750
	Iteration 64Q: 3 clusters Score -1.107571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11075701.000000 Penalty: 3696.843750
	Iteration 65Q: 3 clusters Score -1.10757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11075713.000000 Penalty: 3696.843750
	Iteration 66Q: 3 clusters Score -1.107571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11075720.000000 Penalty: 3696.843750
	Iteration 67Q: 3 clusters Score -1.107572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11075726.000000 Penalty: 3696.843750
	Iteration 68Q: 3 clusters Score -1.107573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11075722.000000 Penalty: 3696.843750
	Iteration 69Q: 3 clusters Score -1.107572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11075728.000000 Penalty: 3696.843750
	Iteration 70Q: 3 clusters Score -1.107573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11075723.000000 Penalty: 3696.843750
	Iteration 71Q: 3 clusters Score -1.107572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11075720.000000 Penalty: 3696.843750
	Iteration 72Q: 3 clusters Score -1.107572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11075715.000000 Penalty: 3696.843750
	Iteration 73Q: 3 clusters Score -1.107572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11075727.000000 Penalty: 3696.843750
	Iteration 74Q: 3 clusters Score -1.107573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11075720.000000 Penalty: 3696.843750
	Iteration 75Q: 3 clusters Score -1.107572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11075726.000000 Penalty: 3696.843750
	Iteration 76Q: 3 clusters Score -1.107573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11075726.000000 Penalty: 3696.843750
	Iteration 77F: 3 clusters Score -1.107573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Entering Unmasked Estep 
Score: -11580415.000000 Penalty: 1860.348999
	Iteration 0F: 2 clusters Score -1.158042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -11518593.000000 Penalty: 3720.697998
	Iteration 0F: 3 clusters Score -1.151859e+07 nChanged 44720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -11546130.000000 Penalty: 3720.697998
	Iteration 1F: 3 clusters Score -1.154613e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -11547695.000000 Penalty: 3720.697998
	Iteration 2Q: 3 clusters Score -1.15477e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -11549603.000000 Penalty: 3720.697998
	Iteration 3Q: 3 clusters Score -1.15496e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -11552212.000000 Penalty: 3720.697998
	Iteration 4F: 3 clusters Score -1.155221e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -11555402.000000 Penalty: 3720.697998
	Iteration 5F: 3 clusters Score -1.15554e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -11559361.000000 Penalty: 3720.697998
	Iteration 6F: 3 clusters Score -1.155936e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -11562745.000000 Penalty: 3720.697998
	Iteration 7F: 3 clusters Score -1.156274e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -11564782.000000 Penalty: 3720.697998
	Iteration 8Q: 3 clusters Score -1.156478e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -11565592.000000 Penalty: 3720.697998
	Iteration 9Q: 3 clusters Score -1.156559e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -11566010.000000 Penalty: 3720.697998
	Iteration 10Q: 3 clusters Score -1.156601e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -11566278.000000 Penalty: 3720.697998
	Iteration 11Q: 3 clusters Score -1.156628e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -11566472.000000 Penalty: 3720.697998
	Iteration 12Q: 3 clusters Score -1.156647e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -11566710.000000 Penalty: 3720.697998
	Iteration 13Q: 3 clusters Score -1.156671e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -11566945.000000 Penalty: 3720.697998
	Iteration 14Q: 3 clusters Score -1.156694e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -11567134.000000 Penalty: 3720.697998
	Iteration 15Q: 3 clusters Score -1.156713e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -11567351.000000 Penalty: 3720.697998
	Iteration 16Q: 3 clusters Score -1.156735e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -11567621.000000 Penalty: 3720.697998
	Iteration 17Q: 3 clusters Score -1.156762e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -11567945.000000 Penalty: 3720.697998
	Iteration 18Q: 3 clusters Score -1.156794e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -11568210.000000 Penalty: 3720.697998
	Iteration 19Q: 3 clusters Score -1.156821e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -11568507.000000 Penalty: 3720.697998
	Iteration 20F: 3 clusters Score -1.156851e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -11568818.000000 Penalty: 3720.697998
	Iteration 21Q: 3 clusters Score -1.156882e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -11569238.000000 Penalty: 3720.697998
	Iteration 22Q: 3 clusters Score -1.156924e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -11569632.000000 Penalty: 3720.697998
	Iteration 23Q: 3 clusters Score -1.156963e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -11570047.000000 Penalty: 3720.697998
	Iteration 24Q: 3 clusters Score -1.157005e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -11570457.000000 Penalty: 3720.697998
	Iteration 25Q: 3 clusters Score -1.157046e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -11570797.000000 Penalty: 3720.697998
	Iteration 26Q: 3 clusters Score -1.15708e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -11571135.000000 Penalty: 3720.697998
	Iteration 27Q: 3 clusters Score -1.157114e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -11571382.000000 Penalty: 3720.697998
	Iteration 28Q: 3 clusters Score -1.157138e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -11571677.000000 Penalty: 3720.697998
	Iteration 29Q: 3 clusters Score -1.157168e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -11571891.000000 Penalty: 3720.697998
	Iteration 30Q: 3 clusters Score -1.157189e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -11572104.000000 Penalty: 3720.697998
	Iteration 31Q: 3 clusters Score -1.15721e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -11572357.000000 Penalty: 3720.697998
	Iteration 32Q: 3 clusters Score -1.157236e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -11572553.000000 Penalty: 3720.697998
	Iteration 33Q: 3 clusters Score -1.157255e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -11572714.000000 Penalty: 3720.697998
	Iteration 34Q: 3 clusters Score -1.157271e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -11572916.000000 Penalty: 3720.697998
	Iteration 35Q: 3 clusters Score -1.157292e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -11573073.000000 Penalty: 3720.697998
	Iteration 36Q: 3 clusters Score -1.157307e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -11573245.000000 Penalty: 3720.697998
	Iteration 37Q: 3 clusters Score -1.157324e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -11573483.000000 Penalty: 3720.697998
	Iteration 38Q: 3 clusters Score -1.157348e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -11573671.000000 Penalty: 3720.697998
	Iteration 39Q: 3 clusters Score -1.157367e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -11573820.000000 Penalty: 3720.697998
	Iteration 40F: 3 clusters Score -1.157382e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -11574049.000000 Penalty: 3720.697998
	Iteration 41Q: 3 clusters Score -1.157405e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -11574218.000000 Penalty: 3720.697998
	Iteration 42Q: 3 clusters Score -1.157422e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -11574492.000000 Penalty: 3720.697998
	Iteration 43Q: 3 clusters Score -1.157449e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -11574673.000000 Penalty: 3720.697998
	Iteration 44Q: 3 clusters Score -1.157467e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -11574806.000000 Penalty: 3720.697998
	Iteration 45Q: 3 clusters Score -1.157481e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -11574989.000000 Penalty: 3720.697998
	Iteration 46Q: 3 clusters Score -1.157499e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -11575176.000000 Penalty: 3720.697998
	Iteration 47Q: 3 clusters Score -1.157518e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -11575418.000000 Penalty: 3720.697998
	Iteration 48Q: 3 clusters Score -1.157542e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -11575694.000000 Penalty: 3720.697998
	Iteration 49Q: 3 clusters Score -1.157569e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -11575924.000000 Penalty: 3720.697998
	Iteration 50Q: 3 clusters Score -1.157592e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -11576164.000000 Penalty: 3720.697998
	Iteration 51Q: 3 clusters Score -1.157616e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -11576416.000000 Penalty: 3720.697998
	Iteration 52Q: 3 clusters Score -1.157642e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -11576622.000000 Penalty: 3720.697998
	Iteration 53Q: 3 clusters Score -1.157662e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -11576826.000000 Penalty: 3720.697998
	Iteration 54Q: 3 clusters Score -1.157683e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -11577044.000000 Penalty: 3720.697998
	Iteration 55Q: 3 clusters Score -1.157704e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -11577289.000000 Penalty: 3720.697998
	Iteration 56Q: 3 clusters Score -1.157729e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -11577542.000000 Penalty: 3720.697998
	Iteration 57Q: 3 clusters Score -1.157754e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -11577724.000000 Penalty: 3720.697998
	Iteration 58Q: 3 clusters Score -1.157772e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -11577863.000000 Penalty: 3720.697998
	Iteration 59Q: 3 clusters Score -1.157786e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -11578020.000000 Penalty: 3720.697998
	Iteration 60F: 3 clusters Score -1.157802e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -11578203.000000 Penalty: 3720.697998
	Iteration 61Q: 3 clusters Score -1.15782e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -11578304.000000 Penalty: 3720.697998
	Iteration 62Q: 3 clusters Score -1.15783e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -11578423.000000 Penalty: 3720.697998
	Iteration 63Q: 3 clusters Score -1.157842e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -11578559.000000 Penalty: 3720.697998
	Iteration 64Q: 3 clusters Score -1.157856e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -11578739.000000 Penalty: 3720.697998
	Iteration 65Q: 3 clusters Score -1.157874e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -11578830.000000 Penalty: 3720.697998
	Iteration 66Q: 3 clusters Score -1.157883e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -11578959.000000 Penalty: 3720.697998
	Iteration 67Q: 3 clusters Score -1.157896e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -11579074.000000 Penalty: 3720.697998
	Iteration 68Q: 3 clusters Score -1.157907e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -11579189.000000 Penalty: 3720.697998
	Iteration 69Q: 3 clusters Score -1.157919e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -11579310.000000 Penalty: 3720.697998
	Iteration 70Q: 3 clusters Score -1.157931e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -11579452.000000 Penalty: 3720.697998
	Iteration 71Q: 3 clusters Score -1.157945e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -11579574.000000 Penalty: 3720.697998
	Iteration 72Q: 3 clusters Score -1.157957e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -11579660.000000 Penalty: 3720.697998
	Iteration 73Q: 3 clusters Score -1.157966e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -11579711.000000 Penalty: 3720.697998
	Iteration 74Q: 3 clusters Score -1.157971e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -11579718.000000 Penalty: 3720.697998
	Iteration 75Q: 3 clusters Score -1.157972e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -11579754.000000 Penalty: 3720.697998
	Iteration 76Q: 3 clusters Score -1.157975e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -11579768.000000 Penalty: 3720.697998
	Iteration 77Q: 3 clusters Score -1.157977e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -11579789.000000 Penalty: 3720.697998
	Iteration 78Q: 3 clusters Score -1.157979e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -11579810.000000 Penalty: 3720.697998
	Iteration 79Q: 3 clusters Score -1.157981e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -11579841.000000 Penalty: 3720.697998
	Iteration 80F: 3 clusters Score -1.157984e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -11579852.000000 Penalty: 3720.697998
	Iteration 81Q: 3 clusters Score -1.157985e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -11579882.000000 Penalty: 3720.697998
	Iteration 82Q: 3 clusters Score -1.157988e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -11579859.000000 Penalty: 3720.697998
	Iteration 83Q: 3 clusters Score -1.157986e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -11579853.000000 Penalty: 3720.697998
	Iteration 84Q: 3 clusters Score -1.157985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -11579860.000000 Penalty: 3720.697998
	Iteration 85Q: 3 clusters Score -1.157986e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -11579860.000000 Penalty: 3720.697998
	Iteration 86Q: 3 clusters Score -1.157986e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -11579854.000000 Penalty: 3720.697998
	Iteration 87Q: 3 clusters Score -1.157985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -11579844.000000 Penalty: 3720.697998
	Iteration 88Q: 3 clusters Score -1.157984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -11579860.000000 Penalty: 3720.697998
	Iteration 89Q: 3 clusters Score -1.157986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -11579864.000000 Penalty: 3720.697998
	Iteration 90Q: 3 clusters Score -1.157986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -11579848.000000 Penalty: 3720.697998
	Iteration 91Q: 3 clusters Score -1.157985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -11579838.000000 Penalty: 3720.697998
	Iteration 92Q: 3 clusters Score -1.157984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -11579857.000000 Penalty: 3720.697998
	Iteration 93Q: 3 clusters Score -1.157986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -11579858.000000 Penalty: 3720.697998
	Iteration 94Q: 3 clusters Score -1.157986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -11579842.000000 Penalty: 3720.697998
	Iteration 95Q: 3 clusters Score -1.157984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -11579843.000000 Penalty: 3720.697998
	Iteration 96Q: 3 clusters Score -1.157984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -11579835.000000 Penalty: 3720.697998
	Iteration 97Q: 3 clusters Score -1.157984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -11579842.000000 Penalty: 3720.697998
	Iteration 98Q: 3 clusters Score -1.157984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -11579840.000000 Penalty: 3720.697998
	Iteration 99Q: 3 clusters Score -1.157984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -11579837.000000 Penalty: 3720.697998
	Iteration 100F: 3 clusters Score -1.157984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -11579862.000000 Penalty: 3720.697998
	Iteration 101Q: 3 clusters Score -1.157986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -11579865.000000 Penalty: 3720.697998
	Iteration 102Q: 3 clusters Score -1.157986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -11579867.000000 Penalty: 3720.697998
	Iteration 103Q: 3 clusters Score -1.157987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -11579877.000000 Penalty: 3720.697998
	Iteration 104Q: 3 clusters Score -1.157988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -11579876.000000 Penalty: 3720.697998
	Iteration 105Q: 3 clusters Score -1.157988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -11579885.000000 Penalty: 3720.697998
	Iteration 106Q: 3 clusters Score -1.157988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -11579894.000000 Penalty: 3720.697998
	Iteration 107Q: 3 clusters Score -1.157989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -11579893.000000 Penalty: 3720.697998
	Iteration 108Q: 3 clusters Score -1.157989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -11579882.000000 Penalty: 3720.697998
	Iteration 109Q: 3 clusters Score -1.157988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -11579882.000000 Penalty: 3720.697998
	Iteration 110Q: 3 clusters Score -1.157988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -11579872.000000 Penalty: 3720.697998
	Iteration 111Q: 3 clusters Score -1.157987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -11579889.000000 Penalty: 3720.697998
	Iteration 112Q: 3 clusters Score -1.157989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -11579886.000000 Penalty: 3720.697998
	Iteration 113Q: 3 clusters Score -1.157989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -11579885.000000 Penalty: 3720.697998
	Iteration 114Q: 3 clusters Score -1.157988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -11579878.000000 Penalty: 3720.697998
	Iteration 115Q: 3 clusters Score -1.157988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -11579885.000000 Penalty: 3720.697998
	Iteration 116Q: 3 clusters Score -1.157988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -11579859.000000 Penalty: 3720.697998
	Iteration 117Q: 3 clusters Score -1.157986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -11579861.000000 Penalty: 3720.697998
	Iteration 118Q: 3 clusters Score -1.157986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -11579860.000000 Penalty: 3720.697998
	Iteration 119Q: 3 clusters Score -1.157986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -11579863.000000 Penalty: 3720.697998
	Iteration 120F: 3 clusters Score -1.157986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -11579872.000000 Penalty: 3720.697998
	Iteration 121Q: 3 clusters Score -1.157987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -11579870.000000 Penalty: 3720.697998
	Iteration 122Q: 3 clusters Score -1.157987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -11579867.000000 Penalty: 3720.697998
	Iteration 123Q: 3 clusters Score -1.157987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -11579867.000000 Penalty: 3720.697998
	Iteration 124F: 3 clusters Score -1.157987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -233841.453125 Penalty: 1230.531738
	Iteration 0F: 2 clusters Score -233841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -231809.234375 Penalty: 2461.063477
	Iteration 0F: 3 clusters Score -231809.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232198.203125 Penalty: 2461.063477
	Iteration 1F: 3 clusters Score -232198.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -232289.562500 Penalty: 2461.063477
	Iteration 2F: 3 clusters Score -232289.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -232349.484375 Penalty: 2461.063477
	Iteration 3Q: 3 clusters Score -232349.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -232403.078125 Penalty: 2461.063477
	Iteration 4Q: 3 clusters Score -232403.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -232452.187500 Penalty: 2461.063477
	Iteration 5Q: 3 clusters Score -232452.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -232508.968750 Penalty: 2461.063477
	Iteration 6Q: 3 clusters Score -232509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -232548.531250 Penalty: 2461.063477
	Iteration 7Q: 3 clusters Score -232548.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -232571.593750 Penalty: 2461.063477
	Iteration 8Q: 3 clusters Score -232571.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -232589.640625 Penalty: 2461.063477
	Iteration 9Q: 3 clusters Score -232589.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -232603.843750 Penalty: 2461.063477
	Iteration 10Q: 3 clusters Score -232603.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -232613.953125 Penalty: 2461.063477
	Iteration 11Q: 3 clusters Score -232614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -232619.625000 Penalty: 2461.063477
	Iteration 12Q: 3 clusters Score -232619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -232624.328125 Penalty: 2461.063477
	Iteration 13Q: 3 clusters Score -232624.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -232629.859375 Penalty: 2461.063477
	Iteration 14Q: 3 clusters Score -232629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -232635.968750 Penalty: 2461.063477
	Iteration 15Q: 3 clusters Score -232636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -232648.078125 Penalty: 2461.063477
	Iteration 16Q: 3 clusters Score -232648.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -232672.203125 Penalty: 2461.063477
	Iteration 17Q: 3 clusters Score -232672.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -232693.812500 Penalty: 2461.063477
	Iteration 18Q: 3 clusters Score -232693.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -232718.062500 Penalty: 2461.063477
	Iteration 19Q: 3 clusters Score -232718.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -232760.281250 Penalty: 2461.063477
	Iteration 20F: 3 clusters Score -232760.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -232810.406250 Penalty: 2461.063477
	Iteration 21Q: 3 clusters Score -232810.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -232875.562500 Penalty: 2461.063477
	Iteration 22Q: 3 clusters Score -232875.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -232937.625000 Penalty: 2461.063477
	Iteration 23Q: 3 clusters Score -232937.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -232994.890625 Penalty: 2461.063477
	Iteration 24Q: 3 clusters Score -232994.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -233022.937500 Penalty: 2461.063477
	Iteration 25Q: 3 clusters Score -233022.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -233042.421875 Penalty: 2461.063477
	Iteration 26Q: 3 clusters Score -233042.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -233061.390625 Penalty: 2461.063477
	Iteration 27Q: 3 clusters Score -233061.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -233081.750000 Penalty: 2461.063477
	Iteration 28Q: 3 clusters Score -233081.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -233102.187500 Penalty: 2461.063477
	Iteration 29Q: 3 clusters Score -233102.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -233115.859375 Penalty: 2461.063477
	Iteration 30Q: 3 clusters Score -233115.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -233129.015625 Penalty: 2461.063477
	Iteration 31Q: 3 clusters Score -233129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -233137.843750 Penalty: 2461.063477
	Iteration 32Q: 3 clusters Score -233137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -233143.906250 Penalty: 2461.063477
	Iteration 33Q: 3 clusters Score -233143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -233147.390625 Penalty: 2461.063477
	Iteration 34Q: 3 clusters Score -233147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -233149.328125 Penalty: 2461.063477
	Iteration 35Q: 3 clusters Score -233149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -233151.015625 Penalty: 2461.063477
	Iteration 36Q: 3 clusters Score -233151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -233152.812500 Penalty: 2461.063477
	Iteration 37Q: 3 clusters Score -233152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -233153.609375 Penalty: 2461.063477
	Iteration 38Q: 3 clusters Score -233153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233154.281250 Penalty: 2461.063477
	Iteration 39Q: 3 clusters Score -233154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -233155.500000 Penalty: 2461.063477
	Iteration 40F: 3 clusters Score -233155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -152965.250000 Penalty: 1173.072876
	Iteration 0F: 2 clusters Score -152965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151406.359375 Penalty: 2346.145752
	Iteration 0F: 3 clusters Score -151406.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -151908.531250 Penalty: 2346.145752
	Iteration 1F: 3 clusters Score -151908.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152124.421875 Penalty: 2346.145752
	Iteration 2F: 3 clusters Score -152124.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152286.343750 Penalty: 2346.145752
	Iteration 3F: 3 clusters Score -152286.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152401.093750 Penalty: 2346.145752
	Iteration 4F: 3 clusters Score -152401.1 nChanged 53
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: -152480.890625 Penalty: 2346.145752
	Iteration 5Q: 3 clusters Score -152480.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -152549.000000 Penalty: 2346.145752
	Iteration 6Q: 3 clusters Score -152549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152600.062500 Penalty: 2346.145752
	Iteration 7Q: 3 clusters Score -152600.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152657.296875 Penalty: 2346.145752
	Iteration 8Q: 3 clusters Score -152657.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152681.921875 Penalty: 2346.145752
	Iteration 9Q: 3 clusters Score -152681.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152699.125000 Penalty: 2346.145752
	Iteration 10Q: 3 clusters Score -152699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152723.140625 Penalty: 2346.145752
	Iteration 11Q: 3 clusters Score -152723.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152756.953125 Penalty: 2346.145752
	Iteration 12Q: 3 clusters Score -152757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -152777.046875 Penalty: 2346.145752
	Iteration 13Q: 3 clusters Score -152777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -152794.234375 Penalty: 2346.145752
	Iteration 14Q: 3 clusters Score -152794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -152811.687500 Penalty: 2346.145752
	Iteration 15Q: 3 clusters Score -152811.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152819.687500 Penalty: 2346.145752
	Iteration 16Q: 3 clusters Score -152819.7 nChanged 12
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: -152833.656250 Penalty: 2346.145752
	Iteration 17Q: 3 clusters Score -152833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152839.609375 Penalty: 2346.145752
	Iteration 18Q: 3 clusters Score -152839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152843.078125 Penalty: 2346.145752
	Iteration 19Q: 3 clusters Score -152843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152843.078125 Penalty: 2346.145752
	Iteration 20F: 3 clusters Score -152843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -55974.226562 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -55974.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54876.472656 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -54876.47 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55162.195312 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -55162.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55331.203125 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -55331.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55426.976562 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -55426.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55492.804688 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -55492.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55605.226562 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -55605.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55669.796875 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -55669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55713.128906 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -55713.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55743.375000 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -55743.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55763.847656 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -55763.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55770.257812 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -55770.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55779.589844 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -55779.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55782.753906 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -55782.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55784.683594 Penalty: 2049.539551
	Iteration 13Q: 3 clusters Score -55784.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55786.011719 Penalty: 2049.539551
	Iteration 14Q: 3 clusters Score -55786.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55786.917969 Penalty: 2049.539551
	Iteration 15Q: 3 clusters Score -55786.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55788.687500 Penalty: 2049.539551
	Iteration 16Q: 3 clusters Score -55788.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55791.121094 Penalty: 2049.539551
	Iteration 17Q: 3 clusters Score -55791.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55791.121094 Penalty: 2049.539551
	Iteration 18F: 3 clusters Score -55791.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Entering Unmasked Estep 
Score: -14461833.000000 Penalty: 1893.818726
	Iteration 0F: 2 clusters Score -1.446183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -14387776.000000 Penalty: 3787.637451
	Iteration 0F: 3 clusters Score -1.438778e+07 nChanged 55256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -14420700.000000 Penalty: 3787.637451
	Iteration 1F: 3 clusters Score -1.44207e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -14422214.000000 Penalty: 3787.637451
	Iteration 2Q: 3 clusters Score -1.442221e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -14424796.000000 Penalty: 3787.637451
	Iteration 3Q: 3 clusters Score -1.44248e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -14428368.000000 Penalty: 3787.637451
	Iteration 4F: 3 clusters Score -1.442837e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -14433020.000000 Penalty: 3787.637451
	Iteration 5F: 3 clusters Score -1.443302e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -14438598.000000 Penalty: 3787.637451
	Iteration 6F: 3 clusters Score -1.44386e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -14443634.000000 Penalty: 3787.637451
	Iteration 7F: 3 clusters Score -1.444363e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -14447321.000000 Penalty: 3787.637451
	Iteration 8F: 3 clusters Score -1.444732e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -14449483.000000 Penalty: 3787.637451
	Iteration 9Q: 3 clusters Score -1.444948e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -14450728.000000 Penalty: 3787.637451
	Iteration 10Q: 3 clusters Score -1.445073e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -14451675.000000 Penalty: 3787.637451
	Iteration 11Q: 3 clusters Score -1.445168e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -14452465.000000 Penalty: 3787.637451
	Iteration 12Q: 3 clusters Score -1.445246e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -14453233.000000 Penalty: 3787.637451
	Iteration 13Q: 3 clusters Score -1.445323e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -14454156.000000 Penalty: 3787.637451
	Iteration 14Q: 3 clusters Score -1.445416e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -14455026.000000 Penalty: 3787.637451
	Iteration 15Q: 3 clusters Score -1.445503e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -14455824.000000 Penalty: 3787.637451
	Iteration 16Q: 3 clusters Score -1.445582e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -14456516.000000 Penalty: 3787.637451
	Iteration 17Q: 3 clusters Score -1.445652e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -14457087.000000 Penalty: 3787.637451
	Iteration 18Q: 3 clusters Score -1.445709e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -14457732.000000 Penalty: 3787.637451
	Iteration 19Q: 3 clusters Score -1.445773e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -14458327.000000 Penalty: 3787.637451
	Iteration 20F: 3 clusters Score -1.445833e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -14459009.000000 Penalty: 3787.637451
	Iteration 21Q: 3 clusters Score -1.445901e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -14459599.000000 Penalty: 3787.637451
	Iteration 22Q: 3 clusters Score -1.44596e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -14460037.000000 Penalty: 3787.637451
	Iteration 23Q: 3 clusters Score -1.446004e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -14460363.000000 Penalty: 3787.637451
	Iteration 24Q: 3 clusters Score -1.446036e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -14460616.000000 Penalty: 3787.637451
	Iteration 25Q: 3 clusters Score -1.446062e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -14460917.000000 Penalty: 3787.637451
	Iteration 26Q: 3 clusters Score -1.446092e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -14461067.000000 Penalty: 3787.637451
	Iteration 27Q: 3 clusters Score -1.446107e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -14461111.000000 Penalty: 3787.637451
	Iteration 28Q: 3 clusters Score -1.446111e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 110497 members 
Entering Unmasked Estep 
Score: -14461138.000000 Penalty: 3787.637451
	Iteration 29Q: 3 clusters Score -1.446114e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -14461136.000000 Penalty: 3787.637451
	Iteration 30Q: 3 clusters Score -1.446114e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -14461141.000000 Penalty: 3787.637451
	Iteration 31Q: 3 clusters Score -1.446114e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 112154 members 
Entering Unmasked Estep 
Score: -14461129.000000 Penalty: 3787.637451
	Iteration 32Q: 3 clusters Score -1.446113e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -14461112.000000 Penalty: 3787.637451
	Iteration 33Q: 3 clusters Score -1.446111e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -14461009.000000 Penalty: 3787.637451
	Iteration 34Q: 3 clusters Score -1.446101e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -14460976.000000 Penalty: 3787.637451
	Iteration 35Q: 3 clusters Score -1.446098e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -14460939.000000 Penalty: 3787.637451
	Iteration 36Q: 3 clusters Score -1.446094e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -14460934.000000 Penalty: 3787.637451
	Iteration 37Q: 3 clusters Score -1.446093e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 113652 members 
Entering Unmasked Estep 
Score: -14460925.000000 Penalty: 3787.637451
	Iteration 38Q: 3 clusters Score -1.446092e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 113769 members 
Entering Unmasked Estep 
Score: -14460896.000000 Penalty: 3787.637451
	Iteration 39Q: 3 clusters Score -1.44609e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -14460923.000000 Penalty: 3787.637451
	Iteration 40F: 3 clusters Score -1.446092e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 113944 members 
Entering Unmasked Estep 
Score: -14460920.000000 Penalty: 3787.637451
	Iteration 41Q: 3 clusters Score -1.446092e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 114002 members 
Entering Unmasked Estep 
Score: -14460901.000000 Penalty: 3787.637451
	Iteration 42Q: 3 clusters Score -1.44609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 114041 members 
Entering Unmasked Estep 
Score: -14460881.000000 Penalty: 3787.637451
	Iteration 43Q: 3 clusters Score -1.446088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 114072 members 
Entering Unmasked Estep 
Score: -14460876.000000 Penalty: 3787.637451
	Iteration 44Q: 3 clusters Score -1.446088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 114097 members 
Entering Unmasked Estep 
Score: -14460870.000000 Penalty: 3787.637451
	Iteration 45Q: 3 clusters Score -1.446087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 114123 members 
Entering Unmasked Estep 
Score: -14460855.000000 Penalty: 3787.637451
	Iteration 46Q: 3 clusters Score -1.446086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -14460863.000000 Penalty: 3787.637451
	Iteration 47Q: 3 clusters Score -1.446086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 114164 members 
Entering Unmasked Estep 
Score: -14460874.000000 Penalty: 3787.637451
	Iteration 48Q: 3 clusters Score -1.446087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -14460843.000000 Penalty: 3787.637451
	Iteration 49Q: 3 clusters Score -1.446084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -14460854.000000 Penalty: 3787.637451
	Iteration 50Q: 3 clusters Score -1.446085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 114234 members 
Entering Unmasked Estep 
Score: -14460859.000000 Penalty: 3787.637451
	Iteration 51Q: 3 clusters Score -1.446086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -14460842.000000 Penalty: 3787.637451
	Iteration 52Q: 3 clusters Score -1.446084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -14460850.000000 Penalty: 3787.637451
	Iteration 53Q: 3 clusters Score -1.446085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 114278 members 
Entering Unmasked Estep 
Score: -14460864.000000 Penalty: 3787.637451
	Iteration 54Q: 3 clusters Score -1.446086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -14460849.000000 Penalty: 3787.637451
	Iteration 55Q: 3 clusters Score -1.446085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 114302 members 
Entering Unmasked Estep 
Score: -14460838.000000 Penalty: 3787.637451
	Iteration 56Q: 3 clusters Score -1.446084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 114310 members 
Entering Unmasked Estep 
Score: -14460836.000000 Penalty: 3787.637451
	Iteration 57Q: 3 clusters Score -1.446084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -14460829.000000 Penalty: 3787.637451
	Iteration 58Q: 3 clusters Score -1.446083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -14460850.000000 Penalty: 3787.637451
	Iteration 59Q: 3 clusters Score -1.446085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 114340 members 
Entering Unmasked Estep 
Score: -14460856.000000 Penalty: 3787.637451
	Iteration 60F: 3 clusters Score -1.446086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -14460846.000000 Penalty: 3787.637451
	Iteration 61Q: 3 clusters Score -1.446085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 114356 members 
Entering Unmasked Estep 
Score: -14460858.000000 Penalty: 3787.637451
	Iteration 62Q: 3 clusters Score -1.446086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -14460858.000000 Penalty: 3787.637451
	Iteration 63Q: 3 clusters Score -1.446086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -14460860.000000 Penalty: 3787.637451
	Iteration 64Q: 3 clusters Score -1.446086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -14460856.000000 Penalty: 3787.637451
	Iteration 65Q: 3 clusters Score -1.446086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 114380 members 
Entering Unmasked Estep 
Score: -14460860.000000 Penalty: 3787.637451
	Iteration 66Q: 3 clusters Score -1.446086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -14460855.000000 Penalty: 3787.637451
	Iteration 67Q: 3 clusters Score -1.446086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -14460855.000000 Penalty: 3787.637451
	Iteration 68F: 3 clusters Score -1.446086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (105560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105560 members 
Entering Unmasked Estep 
Score: -13321299.000000 Penalty: 1879.643188
	Iteration 0F: 2 clusters Score -1.33213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -13251055.000000 Penalty: 3759.286377
	Iteration 0F: 3 clusters Score -1.325106e+07 nChanged 50617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -13281169.000000 Penalty: 3759.286377
	Iteration 1F: 3 clusters Score -1.328117e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -13282213.000000 Penalty: 3759.286377
	Iteration 2Q: 3 clusters Score -1.328221e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -13283548.000000 Penalty: 3759.286377
	Iteration 3Q: 3 clusters Score -1.328355e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -13285702.000000 Penalty: 3759.286377
	Iteration 4Q: 3 clusters Score -1.32857e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -13288640.000000 Penalty: 3759.286377
	Iteration 5Q: 3 clusters Score -1.328864e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -13292952.000000 Penalty: 3759.286377
	Iteration 6F: 3 clusters Score -1.329295e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -13298071.000000 Penalty: 3759.286377
	Iteration 7F: 3 clusters Score -1.329807e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -13302687.000000 Penalty: 3759.286377
	Iteration 8F: 3 clusters Score -1.330269e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -13305225.000000 Penalty: 3759.286377
	Iteration 9F: 3 clusters Score -1.330522e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -13306226.000000 Penalty: 3759.286377
	Iteration 10Q: 3 clusters Score -1.330623e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -13306659.000000 Penalty: 3759.286377
	Iteration 11Q: 3 clusters Score -1.330666e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -13307012.000000 Penalty: 3759.286377
	Iteration 12Q: 3 clusters Score -1.330701e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -13307244.000000 Penalty: 3759.286377
	Iteration 13Q: 3 clusters Score -1.330724e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -13307489.000000 Penalty: 3759.286377
	Iteration 14Q: 3 clusters Score -1.330749e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -13307814.000000 Penalty: 3759.286377
	Iteration 15Q: 3 clusters Score -1.330781e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -13308054.000000 Penalty: 3759.286377
	Iteration 16Q: 3 clusters Score -1.330805e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -13308205.000000 Penalty: 3759.286377
	Iteration 17Q: 3 clusters Score -1.33082e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -13308425.000000 Penalty: 3759.286377
	Iteration 18Q: 3 clusters Score -1.330842e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -13308614.000000 Penalty: 3759.286377
	Iteration 19Q: 3 clusters Score -1.330861e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -13308846.000000 Penalty: 3759.286377
	Iteration 20F: 3 clusters Score -1.330885e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -13309086.000000 Penalty: 3759.286377
	Iteration 21Q: 3 clusters Score -1.330909e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -13309344.000000 Penalty: 3759.286377
	Iteration 22Q: 3 clusters Score -1.330934e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -13309574.000000 Penalty: 3759.286377
	Iteration 23Q: 3 clusters Score -1.330957e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -13309832.000000 Penalty: 3759.286377
	Iteration 24Q: 3 clusters Score -1.330983e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -13310070.000000 Penalty: 3759.286377
	Iteration 25Q: 3 clusters Score -1.331007e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -13310307.000000 Penalty: 3759.286377
	Iteration 26Q: 3 clusters Score -1.331031e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -13310564.000000 Penalty: 3759.286377
	Iteration 27Q: 3 clusters Score -1.331056e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -13310873.000000 Penalty: 3759.286377
	Iteration 28Q: 3 clusters Score -1.331087e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -13311191.000000 Penalty: 3759.286377
	Iteration 29Q: 3 clusters Score -1.331119e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -13311431.000000 Penalty: 3759.286377
	Iteration 30Q: 3 clusters Score -1.331143e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -13311741.000000 Penalty: 3759.286377
	Iteration 31Q: 3 clusters Score -1.331174e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -13312092.000000 Penalty: 3759.286377
	Iteration 32Q: 3 clusters Score -1.331209e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -13312391.000000 Penalty: 3759.286377
	Iteration 33Q: 3 clusters Score -1.331239e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -13312734.000000 Penalty: 3759.286377
	Iteration 34Q: 3 clusters Score -1.331273e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -13312978.000000 Penalty: 3759.286377
	Iteration 35Q: 3 clusters Score -1.331298e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -13313213.000000 Penalty: 3759.286377
	Iteration 36Q: 3 clusters Score -1.331321e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -13313561.000000 Penalty: 3759.286377
	Iteration 37Q: 3 clusters Score -1.331356e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -13313904.000000 Penalty: 3759.286377
	Iteration 38Q: 3 clusters Score -1.33139e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -13314261.000000 Penalty: 3759.286377
	Iteration 39Q: 3 clusters Score -1.331426e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -13314611.000000 Penalty: 3759.286377
	Iteration 40F: 3 clusters Score -1.331461e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -13314953.000000 Penalty: 3759.286377
	Iteration 41Q: 3 clusters Score -1.331495e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -13315437.000000 Penalty: 3759.286377
	Iteration 42Q: 3 clusters Score -1.331544e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -13315866.000000 Penalty: 3759.286377
	Iteration 43Q: 3 clusters Score -1.331587e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -13316269.000000 Penalty: 3759.286377
	Iteration 44Q: 3 clusters Score -1.331627e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -13316611.000000 Penalty: 3759.286377
	Iteration 45Q: 3 clusters Score -1.331661e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -13317046.000000 Penalty: 3759.286377
	Iteration 46Q: 3 clusters Score -1.331705e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -13317386.000000 Penalty: 3759.286377
	Iteration 47Q: 3 clusters Score -1.331739e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -13317687.000000 Penalty: 3759.286377
	Iteration 48Q: 3 clusters Score -1.331769e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -13318110.000000 Penalty: 3759.286377
	Iteration 49Q: 3 clusters Score -1.331811e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99879 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -13318384.000000 Penalty: 3759.286377
	Iteration 50Q: 3 clusters Score -1.331838e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -13318634.000000 Penalty: 3759.286377
	Iteration 51Q: 3 clusters Score -1.331863e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -13318809.000000 Penalty: 3759.286377
	Iteration 52Q: 3 clusters Score -1.331881e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -13318982.000000 Penalty: 3759.286377
	Iteration 53Q: 3 clusters Score -1.331898e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -13319101.000000 Penalty: 3759.286377
	Iteration 54Q: 3 clusters Score -1.33191e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -13319193.000000 Penalty: 3759.286377
	Iteration 55Q: 3 clusters Score -1.331919e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -13319296.000000 Penalty: 3759.286377
	Iteration 56Q: 3 clusters Score -1.33193e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -13319341.000000 Penalty: 3759.286377
	Iteration 57Q: 3 clusters Score -1.331934e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -13319398.000000 Penalty: 3759.286377
	Iteration 58Q: 3 clusters Score -1.33194e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -13319452.000000 Penalty: 3759.286377
	Iteration 59Q: 3 clusters Score -1.331945e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -13319474.000000 Penalty: 3759.286377
	Iteration 60F: 3 clusters Score -1.331947e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13319514.000000 Penalty: 3759.286377
	Iteration 61Q: 3 clusters Score -1.331951e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -13319558.000000 Penalty: 3759.286377
	Iteration 62Q: 3 clusters Score -1.331956e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -13319591.000000 Penalty: 3759.286377
	Iteration 63Q: 3 clusters Score -1.331959e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13319620.000000 Penalty: 3759.286377
	Iteration 64Q: 3 clusters Score -1.331962e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13319631.000000 Penalty: 3759.286377
	Iteration 65Q: 3 clusters Score -1.331963e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13319671.000000 Penalty: 3759.286377
	Iteration 66Q: 3 clusters Score -1.331967e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13319694.000000 Penalty: 3759.286377
	Iteration 67Q: 3 clusters Score -1.331969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13319713.000000 Penalty: 3759.286377
	Iteration 68Q: 3 clusters Score -1.331971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13319722.000000 Penalty: 3759.286377
	Iteration 69Q: 3 clusters Score -1.331972e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -13319760.000000 Penalty: 3759.286377
	Iteration 70Q: 3 clusters Score -1.331976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13319760.000000 Penalty: 3759.286377
	Iteration 71Q: 3 clusters Score -1.331976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13319753.000000 Penalty: 3759.286377
	Iteration 72Q: 3 clusters Score -1.331975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -13319767.000000 Penalty: 3759.286377
	Iteration 73Q: 3 clusters Score -1.331977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13319774.000000 Penalty: 3759.286377
	Iteration 74Q: 3 clusters Score -1.331977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13319765.000000 Penalty: 3759.286377
	Iteration 75Q: 3 clusters Score -1.331976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13319771.000000 Penalty: 3759.286377
	Iteration 76Q: 3 clusters Score -1.331977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13319777.000000 Penalty: 3759.286377
	Iteration 77Q: 3 clusters Score -1.331978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13319773.000000 Penalty: 3759.286377
	Iteration 78Q: 3 clusters Score -1.331977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -13319773.000000 Penalty: 3759.286377
	Iteration 79Q: 3 clusters Score -1.331977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13319776.000000 Penalty: 3759.286377
	Iteration 80F: 3 clusters Score -1.331978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13319783.000000 Penalty: 3759.286377
	Iteration 81Q: 3 clusters Score -1.331978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13319783.000000 Penalty: 3759.286377
	Iteration 82Q: 3 clusters Score -1.331978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13319798.000000 Penalty: 3759.286377
	Iteration 83Q: 3 clusters Score -1.33198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13319810.000000 Penalty: 3759.286377
	Iteration 84Q: 3 clusters Score -1.331981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13319810.000000 Penalty: 3759.286377
	Iteration 85Q: 3 clusters Score -1.331981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13319823.000000 Penalty: 3759.286377
	Iteration 86Q: 3 clusters Score -1.331982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -13319811.000000 Penalty: 3759.286377
	Iteration 87Q: 3 clusters Score -1.331981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13319818.000000 Penalty: 3759.286377
	Iteration 88Q: 3 clusters Score -1.331982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13319828.000000 Penalty: 3759.286377
	Iteration 89Q: 3 clusters Score -1.331983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13319828.000000 Penalty: 3759.286377
	Iteration 90Q: 3 clusters Score -1.331983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13319832.000000 Penalty: 3759.286377
	Iteration 91Q: 3 clusters Score -1.331983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13319832.000000 Penalty: 3759.286377
	Iteration 92Q: 3 clusters Score -1.331983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13319823.000000 Penalty: 3759.286377
	Iteration 93Q: 3 clusters Score -1.331982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13319823.000000 Penalty: 3759.286377
	Iteration 94F: 3 clusters Score -1.331982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -19539.919922 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -19539.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18783.261719 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -18783.26 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19006.228516 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -19006.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19137.484375 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -19137.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19234.937500 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -19234.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19266.248047 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -19266.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19305.748047 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -19305.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19323.400391 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -19323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19377.187500 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -19377.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19432.916016 Penalty: 1821.885620
	Iteration 8Q: 3 clusters Score -19432.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19509.001953 Penalty: 1821.885620
	Iteration 9Q: 3 clusters Score -19509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19531.890625 Penalty: 1821.885620
	Iteration 10Q: 3 clusters Score -19531.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19537.558594 Penalty: 1821.885620
	Iteration 11Q: 3 clusters Score -19537.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19537.558594 Penalty: 1821.885620
	Iteration 12F: 3 clusters Score -19537.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Entering Unmasked Estep 
Score: -7296298.500000 Penalty: 1786.262695
	Iteration 0F: 2 clusters Score -7296298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -7256660.500000 Penalty: 3572.525391
	Iteration 0F: 3 clusters Score -7256660 nChanged 27976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -7272480.000000 Penalty: 3572.525391
	Iteration 1F: 3 clusters Score -7272480 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -7273019.500000 Penalty: 3572.525391
	Iteration 2Q: 3 clusters Score -7273020 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -7273448.000000 Penalty: 3572.525391
	Iteration 3Q: 3 clusters Score -7273448 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -7273907.500000 Penalty: 3572.525391
	Iteration 4Q: 3 clusters Score -7273908 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -7274516.500000 Penalty: 3572.525391
	Iteration 5Q: 3 clusters Score -7274516 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -7275360.000000 Penalty: 3572.525391
	Iteration 6Q: 3 clusters Score -7275360 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -7276753.500000 Penalty: 3572.525391
	Iteration 7F: 3 clusters Score -7276754 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -7279031.500000 Penalty: 3572.525391
	Iteration 8F: 3 clusters Score -7279032 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -7282570.000000 Penalty: 3572.525391
	Iteration 9F: 3 clusters Score -7282570 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -7286948.500000 Penalty: 3572.525391
	Iteration 10F: 3 clusters Score -7286948 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -7290837.000000 Penalty: 3572.525391
	Iteration 11F: 3 clusters Score -7290837 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -7293146.500000 Penalty: 3572.525391
	Iteration 12Q: 3 clusters Score -7293146 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -7294118.000000 Penalty: 3572.525391
	Iteration 13Q: 3 clusters Score -7294118 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -7294448.500000 Penalty: 3572.525391
	Iteration 14Q: 3 clusters Score -7294448 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -7294571.000000 Penalty: 3572.525391
	Iteration 15Q: 3 clusters Score -7294571 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -7294604.500000 Penalty: 3572.525391
	Iteration 16Q: 3 clusters Score -7294604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -7294650.500000 Penalty: 3572.525391
	Iteration 17Q: 3 clusters Score -7294650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -7294673.500000 Penalty: 3572.525391
	Iteration 18Q: 3 clusters Score -7294674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -7294698.000000 Penalty: 3572.525391
	Iteration 19Q: 3 clusters Score -7294698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7294706.000000 Penalty: 3572.525391
	Iteration 20F: 3 clusters Score -7294706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7294710.000000 Penalty: 3572.525391
	Iteration 21Q: 3 clusters Score -7294710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -7294716.500000 Penalty: 3572.525391
	Iteration 22Q: 3 clusters Score -7294716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -7294716.500000 Penalty: 3572.525391
	Iteration 23F: 3 clusters Score -7294716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -8805.615234 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -8805.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8063.386719 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -8063.387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8231.094727 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -8231.095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8286.412109 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -8286.412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8329.362305 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -8329.362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8343.944336 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -8343.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8343.944336 Penalty: 1771.587524
	Iteration 5F: 3 clusters Score -8343.944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Entering Unmasked Estep 
Score: -1775465.875000 Penalty: 1556.002563
	Iteration 0F: 2 clusters Score -1775466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1765309.500000 Penalty: 3112.005127
	Iteration 0F: 3 clusters Score -1765310 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1768915.500000 Penalty: 3112.005127
	Iteration 1F: 3 clusters Score -1768916 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1769282.750000 Penalty: 3112.005127
	Iteration 2F: 3 clusters Score -1769283 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1769606.125000 Penalty: 3112.005127
	Iteration 3F: 3 clusters Score -1769606 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1769942.250000 Penalty: 3112.005127
	Iteration 4F: 3 clusters Score -1769942 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1770358.000000 Penalty: 3112.005127
	Iteration 5F: 3 clusters Score -1770358 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1770819.750000 Penalty: 3112.005127
	Iteration 6F: 3 clusters Score -1770820 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1771447.625000 Penalty: 3112.005127
	Iteration 7F: 3 clusters Score -1771448 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1772074.750000 Penalty: 3112.005127
	Iteration 8F: 3 clusters Score -1772075 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1772641.125000 Penalty: 3112.005127
	Iteration 9F: 3 clusters Score -1772641 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1773102.000000 Penalty: 3112.005127
	Iteration 10Q: 3 clusters Score -1773102 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1773450.625000 Penalty: 3112.005127
	Iteration 11Q: 3 clusters Score -1773451 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1773692.625000 Penalty: 3112.005127
	Iteration 12Q: 3 clusters Score -1773693 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1773866.375000 Penalty: 3112.005127
	Iteration 13Q: 3 clusters Score -1773866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1773978.000000 Penalty: 3112.005127
	Iteration 14Q: 3 clusters Score -1773978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1774046.750000 Penalty: 3112.005127
	Iteration 15Q: 3 clusters Score -1774047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1774112.500000 Penalty: 3112.005127
	Iteration 16Q: 3 clusters Score -1774112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1774147.125000 Penalty: 3112.005127
	Iteration 17Q: 3 clusters Score -1774147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1774166.000000 Penalty: 3112.005127
	Iteration 18Q: 3 clusters Score -1774166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1774185.250000 Penalty: 3112.005127
	Iteration 19Q: 3 clusters Score -1774185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1774206.500000 Penalty: 3112.005127
	Iteration 20F: 3 clusters Score -1774206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1774215.250000 Penalty: 3112.005127
	Iteration 21Q: 3 clusters Score -1774215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1774224.750000 Penalty: 3112.005127
	Iteration 22Q: 3 clusters Score -1774225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1774233.750000 Penalty: 3112.005127
	Iteration 23Q: 3 clusters Score -1774234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1774235.250000 Penalty: 3112.005127
	Iteration 24Q: 3 clusters Score -1774235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1774235.250000 Penalty: 3112.005127
	Iteration 25F: 3 clusters Score -1774235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Entering Unmasked Estep 
Score: -1224615.250000 Penalty: 1503.412598
	Iteration 0F: 2 clusters Score -1224615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1217161.875000 Penalty: 3006.825195
	Iteration 0F: 3 clusters Score -1217162 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1219865.750000 Penalty: 3006.825195
	Iteration 1F: 3 clusters Score -1219866 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1220305.875000 Penalty: 3006.825195
	Iteration 2F: 3 clusters Score -1220306 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1220780.500000 Penalty: 3006.825195
	Iteration 3F: 3 clusters Score -1220780 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1221294.000000 Penalty: 3006.825195
	Iteration 4F: 3 clusters Score -1221294 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1221733.875000 Penalty: 3006.825195
	Iteration 5F: 3 clusters Score -1221734 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1222106.000000 Penalty: 3006.825195
	Iteration 6F: 3 clusters Score -1222106 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1222443.875000 Penalty: 3006.825195
	Iteration 7Q: 3 clusters Score -1222444 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1222698.375000 Penalty: 3006.825195
	Iteration 8Q: 3 clusters Score -1222698 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1222945.000000 Penalty: 3006.825195
	Iteration 9Q: 3 clusters Score -1222945 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1223163.750000 Penalty: 3006.825195
	Iteration 10Q: 3 clusters Score -1223164 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1223328.625000 Penalty: 3006.825195
	Iteration 11Q: 3 clusters Score -1223329 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1223451.750000 Penalty: 3006.825195
	Iteration 12Q: 3 clusters Score -1223452 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1223537.750000 Penalty: 3006.825195
	Iteration 13Q: 3 clusters Score -1223538 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1223585.125000 Penalty: 3006.825195
	Iteration 14Q: 3 clusters Score -1223585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1223612.500000 Penalty: 3006.825195
	Iteration 15Q: 3 clusters Score -1223612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1223637.875000 Penalty: 3006.825195
	Iteration 16Q: 3 clusters Score -1223638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1223653.750000 Penalty: 3006.825195
	Iteration 17Q: 3 clusters Score -1223654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1223665.125000 Penalty: 3006.825195
	Iteration 18Q: 3 clusters Score -1223665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1223674.250000 Penalty: 3006.825195
	Iteration 19Q: 3 clusters Score -1223674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1223680.375000 Penalty: 3006.825195
	Iteration 20F: 3 clusters Score -1223680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1223691.625000 Penalty: 3006.825195
	Iteration 21Q: 3 clusters Score -1223692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1223698.625000 Penalty: 3006.825195
	Iteration 22Q: 3 clusters Score -1223699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1223701.625000 Penalty: 3006.825195
	Iteration 23Q: 3 clusters Score -1223702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1223703.750000 Penalty: 3006.825195
	Iteration 24Q: 3 clusters Score -1223704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1223706.125000 Penalty: 3006.825195
	Iteration 25Q: 3 clusters Score -1223706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1223705.250000 Penalty: 3006.825195
	Iteration 26Q: 3 clusters Score -1223705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1223709.875000 Penalty: 3006.825195
	Iteration 27Q: 3 clusters Score -1223710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1223709.000000 Penalty: 3006.825195
	Iteration 28Q: 3 clusters Score -1223709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1223716.125000 Penalty: 3006.825195
	Iteration 29Q: 3 clusters Score -1223716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1223716.375000 Penalty: 3006.825195
	Iteration 30Q: 3 clusters Score -1223716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1223716.000000 Penalty: 3006.825195
	Iteration 31Q: 3 clusters Score -1223716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1223716.000000 Penalty: 3006.825195
	Iteration 32F: 3 clusters Score -1223716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -254101.218750 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -254101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -251991.984375 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -251992 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -252480.015625 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -252480 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -252604.109375 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -252604.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -252659.734375 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -252659.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -252686.546875 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -252686.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -252712.812500 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -252712.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -252727.203125 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -252727.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -252732.921875 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -252732.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -252738.906250 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -252738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -252745.781250 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -252745.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -252752.750000 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -252752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -252758.593750 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -252758.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -252762.343750 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -252762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252766.078125 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -252766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252768.953125 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -252769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -252769.843750 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -252769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -252769.843750 Penalty: 2484.443115
	Iteration 16F: 3 clusters Score -252769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -218913.062500 Penalty: 1211.015381
	Iteration 0F: 2 clusters Score -218913.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -216943.937500 Penalty: 2422.030762
	Iteration 0F: 3 clusters Score -216943.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -217309.078125 Penalty: 2422.030762
	Iteration 1F: 3 clusters Score -217309.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -217433.484375 Penalty: 2422.030762
	Iteration 2F: 3 clusters Score -217433.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -217519.921875 Penalty: 2422.030762
	Iteration 3F: 3 clusters Score -217519.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -217575.093750 Penalty: 2422.030762
	Iteration 4Q: 3 clusters Score -217575.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -217604.093750 Penalty: 2422.030762
	Iteration 5Q: 3 clusters Score -217604.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -217630.046875 Penalty: 2422.030762
	Iteration 6Q: 3 clusters Score -217630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217647.031250 Penalty: 2422.030762
	Iteration 7Q: 3 clusters Score -217647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217658.265625 Penalty: 2422.030762
	Iteration 8Q: 3 clusters Score -217658.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217662.640625 Penalty: 2422.030762
	Iteration 9Q: 3 clusters Score -217662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217664.281250 Penalty: 2422.030762
	Iteration 10Q: 3 clusters Score -217664.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217670.015625 Penalty: 2422.030762
	Iteration 11Q: 3 clusters Score -217670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -217674.593750 Penalty: 2422.030762
	Iteration 12Q: 3 clusters Score -217674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -217677.125000 Penalty: 2422.030762
	Iteration 13Q: 3 clusters Score -217677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -217679.125000 Penalty: 2422.030762
	Iteration 14Q: 3 clusters Score -217679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -217682.906250 Penalty: 2422.030762
	Iteration 15Q: 3 clusters Score -217682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -217688.046875 Penalty: 2422.030762
	Iteration 16Q: 3 clusters Score -217688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -217694.921875 Penalty: 2422.030762
	Iteration 17Q: 3 clusters Score -217694.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -217700.984375 Penalty: 2422.030762
	Iteration 18Q: 3 clusters Score -217701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -217704.953125 Penalty: 2422.030762
	Iteration 19Q: 3 clusters Score -217705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217709.343750 Penalty: 2422.030762
	Iteration 20F: 3 clusters Score -217709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -217710.296875 Penalty: 2422.030762
	Iteration 21Q: 3 clusters Score -217710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -217712.562500 Penalty: 2422.030762
	Iteration 22Q: 3 clusters Score -217712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217713.812500 Penalty: 2422.030762
	Iteration 23Q: 3 clusters Score -217713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217717.265625 Penalty: 2422.030762
	Iteration 24Q: 3 clusters Score -217717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -217717.953125 Penalty: 2422.030762
	Iteration 25Q: 3 clusters Score -217718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -217719.546875 Penalty: 2422.030762
	Iteration 26Q: 3 clusters Score -217719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -217721.406250 Penalty: 2422.030762
	Iteration 27Q: 3 clusters Score -217721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -217722.312500 Penalty: 2422.030762
	Iteration 28Q: 3 clusters Score -217722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -217722.625000 Penalty: 2422.030762
	Iteration 29Q: 3 clusters Score -217722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -217722.609375 Penalty: 2422.030762
	Iteration 30Q: 3 clusters Score -217722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -217723.156250 Penalty: 2422.030762
	Iteration 31Q: 3 clusters Score -217723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -217723.156250 Penalty: 2422.030762
	Iteration 32F: 3 clusters Score -217723.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (111610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Entering Unmasked Estep 
Score: -14118819.000000 Penalty: 1888.699341
	Iteration 0F: 2 clusters Score -1.411882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -14045543.000000 Penalty: 3777.398682
	Iteration 0F: 3 clusters Score -1.404554e+07 nChanged 53645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -14077870.000000 Penalty: 3777.398682
	Iteration 1F: 3 clusters Score -1.407787e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -14079352.000000 Penalty: 3777.398682
	Iteration 2Q: 3 clusters Score -1.407935e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -14081798.000000 Penalty: 3777.398682
	Iteration 3F: 3 clusters Score -1.40818e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -14086161.000000 Penalty: 3777.398682
	Iteration 4F: 3 clusters Score -1.408616e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -14092286.000000 Penalty: 3777.398682
	Iteration 5F: 3 clusters Score -1.409229e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -14099980.000000 Penalty: 3777.398682
	Iteration 6F: 3 clusters Score -1.409998e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -14106768.000000 Penalty: 3777.398682
	Iteration 7F: 3 clusters Score -1.410677e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -14111168.000000 Penalty: 3777.398682
	Iteration 8Q: 3 clusters Score -1.411117e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -14113563.000000 Penalty: 3777.398682
	Iteration 9Q: 3 clusters Score -1.411356e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -14114462.000000 Penalty: 3777.398682
	Iteration 10Q: 3 clusters Score -1.411446e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -14115044.000000 Penalty: 3777.398682
	Iteration 11Q: 3 clusters Score -1.411504e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -14115573.000000 Penalty: 3777.398682
	Iteration 12Q: 3 clusters Score -1.411557e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -14115897.000000 Penalty: 3777.398682
	Iteration 13Q: 3 clusters Score -1.41159e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -14116189.000000 Penalty: 3777.398682
	Iteration 14Q: 3 clusters Score -1.411619e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -14116430.000000 Penalty: 3777.398682
	Iteration 15Q: 3 clusters Score -1.411643e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -14116604.000000 Penalty: 3777.398682
	Iteration 16Q: 3 clusters Score -1.41166e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -14116788.000000 Penalty: 3777.398682
	Iteration 17Q: 3 clusters Score -1.411679e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -14116938.000000 Penalty: 3777.398682
	Iteration 18Q: 3 clusters Score -1.411694e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 109396 members 
Entering Unmasked Estep 
Score: -14117026.000000 Penalty: 3777.398682
	Iteration 19Q: 3 clusters Score -1.411703e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 109656 members 
Entering Unmasked Estep 
Score: -14117100.000000 Penalty: 3777.398682
	Iteration 20F: 3 clusters Score -1.41171e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -14117183.000000 Penalty: 3777.398682
	Iteration 21Q: 3 clusters Score -1.411718e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -14117209.000000 Penalty: 3777.398682
	Iteration 22Q: 3 clusters Score -1.411721e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 110182 members 
Entering Unmasked Estep 
Score: -14117221.000000 Penalty: 3777.398682
	Iteration 23Q: 3 clusters Score -1.411722e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 110289 members 
Entering Unmasked Estep 
Score: -14117227.000000 Penalty: 3777.398682
	Iteration 24Q: 3 clusters Score -1.411723e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 110379 members 
Entering Unmasked Estep 
Score: -14117240.000000 Penalty: 3777.398682
	Iteration 25Q: 3 clusters Score -1.411724e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -14117282.000000 Penalty: 3777.398682
	Iteration 26Q: 3 clusters Score -1.411728e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 110509 members 
Entering Unmasked Estep 
Score: -14117286.000000 Penalty: 3777.398682
	Iteration 27Q: 3 clusters Score -1.411729e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -14117295.000000 Penalty: 3777.398682
	Iteration 28Q: 3 clusters Score -1.41173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -14117302.000000 Penalty: 3777.398682
	Iteration 29Q: 3 clusters Score -1.41173e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 110637 members 
Entering Unmasked Estep 
Score: -14117302.000000 Penalty: 3777.398682
	Iteration 30Q: 3 clusters Score -1.41173e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -14117336.000000 Penalty: 3777.398682
	Iteration 31Q: 3 clusters Score -1.411734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -14117359.000000 Penalty: 3777.398682
	Iteration 32Q: 3 clusters Score -1.411736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -14117365.000000 Penalty: 3777.398682
	Iteration 33Q: 3 clusters Score -1.411736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -14117368.000000 Penalty: 3777.398682
	Iteration 34Q: 3 clusters Score -1.411737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -14117374.000000 Penalty: 3777.398682
	Iteration 35Q: 3 clusters Score -1.411737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -14117385.000000 Penalty: 3777.398682
	Iteration 36Q: 3 clusters Score -1.411738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 110816 members 
Entering Unmasked Estep 
Score: -14117389.000000 Penalty: 3777.398682
	Iteration 37Q: 3 clusters Score -1.411739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -14117392.000000 Penalty: 3777.398682
	Iteration 38Q: 3 clusters Score -1.411739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -14117389.000000 Penalty: 3777.398682
	Iteration 39Q: 3 clusters Score -1.411739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -14117398.000000 Penalty: 3777.398682
	Iteration 40F: 3 clusters Score -1.41174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 110888 members 
Entering Unmasked Estep 
Score: -14117399.000000 Penalty: 3777.398682
	Iteration 41Q: 3 clusters Score -1.41174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -14117401.000000 Penalty: 3777.398682
	Iteration 42Q: 3 clusters Score -1.41174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -14117387.000000 Penalty: 3777.398682
	Iteration 43Q: 3 clusters Score -1.411739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -14117393.000000 Penalty: 3777.398682
	Iteration 44Q: 3 clusters Score -1.411739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -14117397.000000 Penalty: 3777.398682
	Iteration 45Q: 3 clusters Score -1.41174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -14117404.000000 Penalty: 3777.398682
	Iteration 46Q: 3 clusters Score -1.41174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -14117405.000000 Penalty: 3777.398682
	Iteration 47Q: 3 clusters Score -1.41174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -14117399.000000 Penalty: 3777.398682
	Iteration 48Q: 3 clusters Score -1.41174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -14117400.000000 Penalty: 3777.398682
	Iteration 49Q: 3 clusters Score -1.41174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -14117397.000000 Penalty: 3777.398682
	Iteration 50Q: 3 clusters Score -1.41174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -14117403.000000 Penalty: 3777.398682
	Iteration 51Q: 3 clusters Score -1.41174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -14117403.000000 Penalty: 3777.398682
	Iteration 52F: 3 clusters Score -1.41174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Entering Unmasked Estep 
Score: -972973.312500 Penalty: 1456.763062
	Iteration 0F: 2 clusters Score -972973.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -967184.437500 Penalty: 2913.526123
	Iteration 0F: 3 clusters Score -967184.4 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -969003.437500 Penalty: 2913.526123
	Iteration 1F: 3 clusters Score -969003.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -969236.000000 Penalty: 2913.526123
	Iteration 2F: 3 clusters Score -969236 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -969391.625000 Penalty: 2913.526123
	Iteration 3F: 3 clusters Score -969391.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -969512.375000 Penalty: 2913.526123
	Iteration 4Q: 3 clusters Score -969512.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -969612.000000 Penalty: 2913.526123
	Iteration 5Q: 3 clusters Score -969612 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -969709.812500 Penalty: 2913.526123
	Iteration 6Q: 3 clusters Score -969709.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -969791.062500 Penalty: 2913.526123
	Iteration 7Q: 3 clusters Score -969791.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -969864.250000 Penalty: 2913.526123
	Iteration 8Q: 3 clusters Score -969864.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -969933.312500 Penalty: 2913.526123
	Iteration 9Q: 3 clusters Score -969933.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -970008.125000 Penalty: 2913.526123
	Iteration 10Q: 3 clusters Score -970008.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -970096.437500 Penalty: 2913.526123
	Iteration 11Q: 3 clusters Score -970096.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -970203.687500 Penalty: 2913.526123
	Iteration 12Q: 3 clusters Score -970203.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -970312.625000 Penalty: 2913.526123
	Iteration 13Q: 3 clusters Score -970312.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -970427.187500 Penalty: 2913.526123
	Iteration 14Q: 3 clusters Score -970427.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -970545.000000 Penalty: 2913.526123
	Iteration 15Q: 3 clusters Score -970545 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -970658.750000 Penalty: 2913.526123
	Iteration 16Q: 3 clusters Score -970658.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -970761.250000 Penalty: 2913.526123
	Iteration 17Q: 3 clusters Score -970761.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -970850.375000 Penalty: 2913.526123
	Iteration 18Q: 3 clusters Score -970850.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -970912.500000 Penalty: 2913.526123
	Iteration 19Q: 3 clusters Score -970912.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -970964.875000 Penalty: 2913.526123
	Iteration 20F: 3 clusters Score -970964.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -971005.750000 Penalty: 2913.526123
	Iteration 21Q: 3 clusters Score -971005.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -971030.500000 Penalty: 2913.526123
	Iteration 22Q: 3 clusters Score -971030.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -971053.812500 Penalty: 2913.526123
	Iteration 23Q: 3 clusters Score -971053.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -971082.250000 Penalty: 2913.526123
	Iteration 24Q: 3 clusters Score -971082.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -971098.625000 Penalty: 2913.526123
	Iteration 25Q: 3 clusters Score -971098.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -971115.187500 Penalty: 2913.526123
	Iteration 26Q: 3 clusters Score -971115.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -971123.250000 Penalty: 2913.526123
	Iteration 27Q: 3 clusters Score -971123.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -971131.937500 Penalty: 2913.526123
	Iteration 28Q: 3 clusters Score -971131.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -971142.625000 Penalty: 2913.526123
	Iteration 29Q: 3 clusters Score -971142.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -971151.062500 Penalty: 2913.526123
	Iteration 30Q: 3 clusters Score -971151.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -971160.625000 Penalty: 2913.526123
	Iteration 31Q: 3 clusters Score -971160.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -971170.125000 Penalty: 2913.526123
	Iteration 32Q: 3 clusters Score -971170.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -971177.125000 Penalty: 2913.526123
	Iteration 33Q: 3 clusters Score -971177.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -971187.437500 Penalty: 2913.526123
	Iteration 34Q: 3 clusters Score -971187.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -971193.562500 Penalty: 2913.526123
	Iteration 35Q: 3 clusters Score -971193.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -971203.500000 Penalty: 2913.526123
	Iteration 36Q: 3 clusters Score -971203.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -971212.937500 Penalty: 2913.526123
	Iteration 37Q: 3 clusters Score -971212.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -971220.437500 Penalty: 2913.526123
	Iteration 38Q: 3 clusters Score -971220.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -971231.937500 Penalty: 2913.526123
	Iteration 39Q: 3 clusters Score -971231.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -971243.687500 Penalty: 2913.526123
	Iteration 40F: 3 clusters Score -971243.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -971253.437500 Penalty: 2913.526123
	Iteration 41Q: 3 clusters Score -971253.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -971262.187500 Penalty: 2913.526123
	Iteration 42Q: 3 clusters Score -971262.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -971275.000000 Penalty: 2913.526123
	Iteration 43Q: 3 clusters Score -971275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -971285.062500 Penalty: 2913.526123
	Iteration 44Q: 3 clusters Score -971285.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -971290.937500 Penalty: 2913.526123
	Iteration 45Q: 3 clusters Score -971290.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -971299.375000 Penalty: 2913.526123
	Iteration 46Q: 3 clusters Score -971299.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -971306.375000 Penalty: 2913.526123
	Iteration 47Q: 3 clusters Score -971306.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -971309.687500 Penalty: 2913.526123
	Iteration 48Q: 3 clusters Score -971309.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -971315.312500 Penalty: 2913.526123
	Iteration 49Q: 3 clusters Score -971315.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -971323.687500 Penalty: 2913.526123
	Iteration 50Q: 3 clusters Score -971323.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -971337.125000 Penalty: 2913.526123
	Iteration 51Q: 3 clusters Score -971337.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -971343.750000 Penalty: 2913.526123
	Iteration 52Q: 3 clusters Score -971343.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -971351.625000 Penalty: 2913.526123
	Iteration 53Q: 3 clusters Score -971351.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -971359.875000 Penalty: 2913.526123
	Iteration 54Q: 3 clusters Score -971359.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -971365.125000 Penalty: 2913.526123
	Iteration 55Q: 3 clusters Score -971365.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -971368.812500 Penalty: 2913.526123
	Iteration 56Q: 3 clusters Score -971368.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -971375.375000 Penalty: 2913.526123
	Iteration 57Q: 3 clusters Score -971375.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -971383.812500 Penalty: 2913.526123
	Iteration 58Q: 3 clusters Score -971383.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -971394.062500 Penalty: 2913.526123
	Iteration 59Q: 3 clusters Score -971394.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -971402.687500 Penalty: 2913.526123
	Iteration 60F: 3 clusters Score -971402.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -971414.562500 Penalty: 2913.526123
	Iteration 61Q: 3 clusters Score -971414.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -971427.062500 Penalty: 2913.526123
	Iteration 62Q: 3 clusters Score -971427.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -971446.250000 Penalty: 2913.526123
	Iteration 63Q: 3 clusters Score -971446.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -971461.312500 Penalty: 2913.526123
	Iteration 64Q: 3 clusters Score -971461.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -971478.500000 Penalty: 2913.526123
	Iteration 65Q: 3 clusters Score -971478.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -971493.562500 Penalty: 2913.526123
	Iteration 66Q: 3 clusters Score -971493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -971508.187500 Penalty: 2913.526123
	Iteration 67Q: 3 clusters Score -971508.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -971519.375000 Penalty: 2913.526123
	Iteration 68Q: 3 clusters Score -971519.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -971529.187500 Penalty: 2913.526123
	Iteration 69Q: 3 clusters Score -971529.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -971539.312500 Penalty: 2913.526123
	Iteration 70Q: 3 clusters Score -971539.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -971550.687500 Penalty: 2913.526123
	Iteration 71Q: 3 clusters Score -971550.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -971558.812500 Penalty: 2913.526123
	Iteration 72Q: 3 clusters Score -971558.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -971566.875000 Penalty: 2913.526123
	Iteration 73Q: 3 clusters Score -971566.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -971578.875000 Penalty: 2913.526123
	Iteration 74Q: 3 clusters Score -971578.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -971592.375000 Penalty: 2913.526123
	Iteration 75Q: 3 clusters Score -971592.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -971600.125000 Penalty: 2913.526123
	Iteration 76Q: 3 clusters Score -971600.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -971606.312500 Penalty: 2913.526123
	Iteration 77Q: 3 clusters Score -971606.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -971615.687500 Penalty: 2913.526123
	Iteration 78Q: 3 clusters Score -971615.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -971620.875000 Penalty: 2913.526123
	Iteration 79Q: 3 clusters Score -971620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -971624.250000 Penalty: 2913.526123
	Iteration 80F: 3 clusters Score -971624.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -971627.000000 Penalty: 2913.526123
	Iteration 81Q: 3 clusters Score -971627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -971631.312500 Penalty: 2913.526123
	Iteration 82Q: 3 clusters Score -971631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -971639.187500 Penalty: 2913.526123
	Iteration 83Q: 3 clusters Score -971639.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -971645.125000 Penalty: 2913.526123
	Iteration 84Q: 3 clusters Score -971645.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -971657.375000 Penalty: 2913.526123
	Iteration 85Q: 3 clusters Score -971657.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -971675.250000 Penalty: 2913.526123
	Iteration 86Q: 3 clusters Score -971675.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -971688.625000 Penalty: 2913.526123
	Iteration 87Q: 3 clusters Score -971688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -971695.250000 Penalty: 2913.526123
	Iteration 88Q: 3 clusters Score -971695.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -971706.375000 Penalty: 2913.526123
	Iteration 89Q: 3 clusters Score -971706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -971714.250000 Penalty: 2913.526123
	Iteration 90Q: 3 clusters Score -971714.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -971718.687500 Penalty: 2913.526123
	Iteration 91Q: 3 clusters Score -971718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -971721.812500 Penalty: 2913.526123
	Iteration 92Q: 3 clusters Score -971721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -971724.187500 Penalty: 2913.526123
	Iteration 93Q: 3 clusters Score -971724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -971729.937500 Penalty: 2913.526123
	Iteration 94Q: 3 clusters Score -971729.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -971735.187500 Penalty: 2913.526123
	Iteration 95Q: 3 clusters Score -971735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -971734.937500 Penalty: 2913.526123
	Iteration 96Q: 3 clusters Score -971734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -971736.812500 Penalty: 2913.526123
	Iteration 97Q: 3 clusters Score -971736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -971738.437500 Penalty: 2913.526123
	Iteration 98Q: 3 clusters Score -971738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -971740.375000 Penalty: 2913.526123
	Iteration 99Q: 3 clusters Score -971740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -971741.062500 Penalty: 2913.526123
	Iteration 100F: 3 clusters Score -971741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -971740.625000 Penalty: 2913.526123
	Iteration 101Q: 3 clusters Score -971740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -971745.000000 Penalty: 2913.526123
	Iteration 102Q: 3 clusters Score -971745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -971749.187500 Penalty: 2913.526123
	Iteration 103Q: 3 clusters Score -971749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -971753.937500 Penalty: 2913.526123
	Iteration 104Q: 3 clusters Score -971753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -971756.562500 Penalty: 2913.526123
	Iteration 105Q: 3 clusters Score -971756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -971758.562500 Penalty: 2913.526123
	Iteration 106Q: 3 clusters Score -971758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -971758.562500 Penalty: 2913.526123
	Iteration 107F: 3 clusters Score -971758.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -793745.625000 Penalty: 1425.725342
	Iteration 0F: 2 clusters Score -793745.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -788793.750000 Penalty: 2851.450684
	Iteration 0F: 3 clusters Score -788793.8 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -790262.812500 Penalty: 2851.450684
	Iteration 1F: 3 clusters Score -790262.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -790463.812500 Penalty: 2851.450684
	Iteration 2F: 3 clusters Score -790463.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -790609.687500 Penalty: 2851.450684
	Iteration 3F: 3 clusters Score -790609.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -790721.062500 Penalty: 2851.450684
	Iteration 4Q: 3 clusters Score -790721.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -790828.250000 Penalty: 2851.450684
	Iteration 5Q: 3 clusters Score -790828.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -790951.125000 Penalty: 2851.450684
	Iteration 6Q: 3 clusters Score -790951.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -791072.812500 Penalty: 2851.450684
	Iteration 7Q: 3 clusters Score -791072.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -791194.125000 Penalty: 2851.450684
	Iteration 8Q: 3 clusters Score -791194.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -791356.375000 Penalty: 2851.450684
	Iteration 9Q: 3 clusters Score -791356.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -791541.375000 Penalty: 2851.450684
	Iteration 10Q: 3 clusters Score -791541.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -791719.437500 Penalty: 2851.450684
	Iteration 11Q: 3 clusters Score -791719.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -791880.562500 Penalty: 2851.450684
	Iteration 12Q: 3 clusters Score -791880.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -792006.687500 Penalty: 2851.450684
	Iteration 13Q: 3 clusters Score -792006.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -792092.187500 Penalty: 2851.450684
	Iteration 14Q: 3 clusters Score -792092.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -792181.562500 Penalty: 2851.450684
	Iteration 15Q: 3 clusters Score -792181.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -792263.437500 Penalty: 2851.450684
	Iteration 16Q: 3 clusters Score -792263.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -792316.375000 Penalty: 2851.450684
	Iteration 17Q: 3 clusters Score -792316.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -792359.312500 Penalty: 2851.450684
	Iteration 18Q: 3 clusters Score -792359.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -792389.125000 Penalty: 2851.450684
	Iteration 19Q: 3 clusters Score -792389.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -792427.062500 Penalty: 2851.450684
	Iteration 20F: 3 clusters Score -792427.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -792463.000000 Penalty: 2851.450684
	Iteration 21Q: 3 clusters Score -792463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -792499.937500 Penalty: 2851.450684
	Iteration 22Q: 3 clusters Score -792499.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -792540.437500 Penalty: 2851.450684
	Iteration 23Q: 3 clusters Score -792540.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -792567.500000 Penalty: 2851.450684
	Iteration 24Q: 3 clusters Score -792567.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -792587.875000 Penalty: 2851.450684
	Iteration 25Q: 3 clusters Score -792587.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -792599.062500 Penalty: 2851.450684
	Iteration 26Q: 3 clusters Score -792599.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -792605.875000 Penalty: 2851.450684
	Iteration 27Q: 3 clusters Score -792605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -792614.312500 Penalty: 2851.450684
	Iteration 28Q: 3 clusters Score -792614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -792618.937500 Penalty: 2851.450684
	Iteration 29Q: 3 clusters Score -792618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -792625.000000 Penalty: 2851.450684
	Iteration 30Q: 3 clusters Score -792625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -792631.312500 Penalty: 2851.450684
	Iteration 31Q: 3 clusters Score -792631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -792636.625000 Penalty: 2851.450684
	Iteration 32Q: 3 clusters Score -792636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -792639.937500 Penalty: 2851.450684
	Iteration 33Q: 3 clusters Score -792639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -792644.625000 Penalty: 2851.450684
	Iteration 34Q: 3 clusters Score -792644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -792646.812500 Penalty: 2851.450684
	Iteration 35Q: 3 clusters Score -792646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -792647.687500 Penalty: 2851.450684
	Iteration 36Q: 3 clusters Score -792647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -792648.562500 Penalty: 2851.450684
	Iteration 37Q: 3 clusters Score -792648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -792648.750000 Penalty: 2851.450684
	Iteration 38Q: 3 clusters Score -792648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -792648.750000 Penalty: 2851.450684
	Iteration 39F: 3 clusters Score -792648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -96016.007812 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -96016.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94693.000000 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -94693 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95014.289062 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -95014.29 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95133.601562 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -95133.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95200.742188 Penalty: 2201.994141
	Iteration 3F: 3 clusters Score -95200.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95328.421875 Penalty: 2201.994141
	Iteration 4F: 3 clusters Score -95328.42 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95491.765625 Penalty: 2201.994141
	Iteration 5F: 3 clusters Score -95491.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95610.070312 Penalty: 2201.994141
	Iteration 6F: 3 clusters Score -95610.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95723.742188 Penalty: 2201.994141
	Iteration 7F: 3 clusters Score -95723.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95821.046875 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -95821.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95887.585938 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -95887.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95928.976562 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -95928.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95946.765625 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -95946.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95965.312500 Penalty: 2201.994141
	Iteration 12Q: 3 clusters Score -95965.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95974.992188 Penalty: 2201.994141
	Iteration 13Q: 3 clusters Score -95974.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95984.460938 Penalty: 2201.994141
	Iteration 14Q: 3 clusters Score -95984.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95986.757812 Penalty: 2201.994141
	Iteration 15Q: 3 clusters Score -95986.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95991.742188 Penalty: 2201.994141
	Iteration 16Q: 3 clusters Score -95991.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95997.000000 Penalty: 2201.994141
	Iteration 17Q: 3 clusters Score -95997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95997.000000 Penalty: 2201.994141
	Iteration 18F: 3 clusters Score -95997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Entering Unmasked Estep 
Score: -1988730.375000 Penalty: 1575.204834
	Iteration 0F: 2 clusters Score -1988730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1977500.875000 Penalty: 3150.409668
	Iteration 0F: 3 clusters Score -1977501 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1981607.000000 Penalty: 3150.409668
	Iteration 1F: 3 clusters Score -1981607 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1982082.000000 Penalty: 3150.409668
	Iteration 2F: 3 clusters Score -1982082 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1982496.625000 Penalty: 3150.409668
	Iteration 3F: 3 clusters Score -1982497 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1982861.500000 Penalty: 3150.409668
	Iteration 4F: 3 clusters Score -1982862 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1983144.000000 Penalty: 3150.409668
	Iteration 5Q: 3 clusters Score -1983144 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1983400.125000 Penalty: 3150.409668
	Iteration 6Q: 3 clusters Score -1983400 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1983645.625000 Penalty: 3150.409668
	Iteration 7Q: 3 clusters Score -1983646 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1983896.375000 Penalty: 3150.409668
	Iteration 8Q: 3 clusters Score -1983896 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1984146.125000 Penalty: 3150.409668
	Iteration 9Q: 3 clusters Score -1984146 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1984413.375000 Penalty: 3150.409668
	Iteration 10Q: 3 clusters Score -1984413 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1984685.375000 Penalty: 3150.409668
	Iteration 11Q: 3 clusters Score -1984685 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1984971.250000 Penalty: 3150.409668
	Iteration 12Q: 3 clusters Score -1984971 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1985256.750000 Penalty: 3150.409668
	Iteration 13Q: 3 clusters Score -1985257 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1985498.375000 Penalty: 3150.409668
	Iteration 14Q: 3 clusters Score -1985498 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1985732.125000 Penalty: 3150.409668
	Iteration 15Q: 3 clusters Score -1985732 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1985897.875000 Penalty: 3150.409668
	Iteration 16Q: 3 clusters Score -1985898 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1986023.625000 Penalty: 3150.409668
	Iteration 17Q: 3 clusters Score -1986024 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1986110.500000 Penalty: 3150.409668
	Iteration 18Q: 3 clusters Score -1986110 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1986183.000000 Penalty: 3150.409668
	Iteration 19Q: 3 clusters Score -1986183 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1986257.875000 Penalty: 3150.409668
	Iteration 20F: 3 clusters Score -1986258 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1986321.625000 Penalty: 3150.409668
	Iteration 21Q: 3 clusters Score -1986322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1986402.750000 Penalty: 3150.409668
	Iteration 22Q: 3 clusters Score -1986403 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1986507.750000 Penalty: 3150.409668
	Iteration 23Q: 3 clusters Score -1986508 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1986638.000000 Penalty: 3150.409668
	Iteration 24Q: 3 clusters Score -1986638 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1986761.875000 Penalty: 3150.409668
	Iteration 25Q: 3 clusters Score -1986762 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1986905.750000 Penalty: 3150.409668
	Iteration 26Q: 3 clusters Score -1986906 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1987043.125000 Penalty: 3150.409668
	Iteration 27Q: 3 clusters Score -1987043 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1987160.250000 Penalty: 3150.409668
	Iteration 28Q: 3 clusters Score -1987160 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1987275.250000 Penalty: 3150.409668
	Iteration 29Q: 3 clusters Score -1987275 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1987368.250000 Penalty: 3150.409668
	Iteration 30Q: 3 clusters Score -1987368 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1987445.750000 Penalty: 3150.409668
	Iteration 31Q: 3 clusters Score -1987446 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1987501.250000 Penalty: 3150.409668
	Iteration 32Q: 3 clusters Score -1987501 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1987547.000000 Penalty: 3150.409668
	Iteration 33Q: 3 clusters Score -1987547 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1987582.125000 Penalty: 3150.409668
	Iteration 34Q: 3 clusters Score -1987582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1987612.250000 Penalty: 3150.409668
	Iteration 35Q: 3 clusters Score -1987612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1987635.375000 Penalty: 3150.409668
	Iteration 36Q: 3 clusters Score -1987635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1987663.500000 Penalty: 3150.409668
	Iteration 37Q: 3 clusters Score -1987664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1987692.875000 Penalty: 3150.409668
	Iteration 38Q: 3 clusters Score -1987693 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1987717.000000 Penalty: 3150.409668
	Iteration 39Q: 3 clusters Score -1987717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1987742.500000 Penalty: 3150.409668
	Iteration 40F: 3 clusters Score -1987742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1987758.875000 Penalty: 3150.409668
	Iteration 41Q: 3 clusters Score -1987759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1987776.250000 Penalty: 3150.409668
	Iteration 42Q: 3 clusters Score -1987776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1987785.125000 Penalty: 3150.409668
	Iteration 43Q: 3 clusters Score -1987785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1987797.000000 Penalty: 3150.409668
	Iteration 44Q: 3 clusters Score -1987797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1987792.125000 Penalty: 3150.409668
	Iteration 45Q: 3 clusters Score -1987792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1987799.375000 Penalty: 3150.409668
	Iteration 46Q: 3 clusters Score -1987799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1987802.500000 Penalty: 3150.409668
	Iteration 47Q: 3 clusters Score -1987802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1987813.125000 Penalty: 3150.409668
	Iteration 48Q: 3 clusters Score -1987813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1987823.125000 Penalty: 3150.409668
	Iteration 49Q: 3 clusters Score -1987823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1987828.875000 Penalty: 3150.409668
	Iteration 50Q: 3 clusters Score -1987829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1987833.250000 Penalty: 3150.409668
	Iteration 51Q: 3 clusters Score -1987833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1987838.500000 Penalty: 3150.409668
	Iteration 52Q: 3 clusters Score -1987838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1987849.625000 Penalty: 3150.409668
	Iteration 53Q: 3 clusters Score -1987850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1987857.125000 Penalty: 3150.409668
	Iteration 54Q: 3 clusters Score -1987857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1987861.625000 Penalty: 3150.409668
	Iteration 55Q: 3 clusters Score -1987862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1987863.375000 Penalty: 3150.409668
	Iteration 56Q: 3 clusters Score -1987863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1987863.875000 Penalty: 3150.409668
	Iteration 57Q: 3 clusters Score -1987864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1987866.125000 Penalty: 3150.409668
	Iteration 58Q: 3 clusters Score -1987866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1987864.875000 Penalty: 3150.409668
	Iteration 59Q: 3 clusters Score -1987865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1987870.750000 Penalty: 3150.409668
	Iteration 60F: 3 clusters Score -1987871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1987872.500000 Penalty: 3150.409668
	Iteration 61Q: 3 clusters Score -1987872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1987874.625000 Penalty: 3150.409668
	Iteration 62Q: 3 clusters Score -1987875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1987877.750000 Penalty: 3150.409668
	Iteration 63Q: 3 clusters Score -1987878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1987879.500000 Penalty: 3150.409668
	Iteration 64Q: 3 clusters Score -1987880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1987879.000000 Penalty: 3150.409668
	Iteration 65Q: 3 clusters Score -1987879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1987880.500000 Penalty: 3150.409668
	Iteration 66Q: 3 clusters Score -1987880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1987881.375000 Penalty: 3150.409668
	Iteration 67Q: 3 clusters Score -1987881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1987882.000000 Penalty: 3150.409668
	Iteration 68Q: 3 clusters Score -1987882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1987883.875000 Penalty: 3150.409668
	Iteration 69Q: 3 clusters Score -1987884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1987884.000000 Penalty: 3150.409668
	Iteration 70Q: 3 clusters Score -1987884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1987887.500000 Penalty: 3150.409668
	Iteration 71Q: 3 clusters Score -1987888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1987885.875000 Penalty: 3150.409668
	Iteration 72Q: 3 clusters Score -1987886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1987884.875000 Penalty: 3150.409668
	Iteration 73Q: 3 clusters Score -1987885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1987885.500000 Penalty: 3150.409668
	Iteration 74Q: 3 clusters Score -1987886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1987886.750000 Penalty: 3150.409668
	Iteration 75Q: 3 clusters Score -1987887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1987886.000000 Penalty: 3150.409668
	Iteration 76Q: 3 clusters Score -1987886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1987887.125000 Penalty: 3150.409668
	Iteration 77Q: 3 clusters Score -1987887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1987885.750000 Penalty: 3150.409668
	Iteration 78Q: 3 clusters Score -1987886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1987887.250000 Penalty: 3150.409668
	Iteration 79Q: 3 clusters Score -1987887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1987887.250000 Penalty: 3150.409668
	Iteration 80F: 3 clusters Score -1987887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26910.474609 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -26910.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26103.515625 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -26103.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26235.328125 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -26235.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26296.031250 Penalty: 1789.232788
	Iteration 2F: 3 clusters Score -26296.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26307.900391 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -26307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26311.548828 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -26311.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26311.548828 Penalty: 1789.232788
	Iteration 5F: 3 clusters Score -26311.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -18614.613281 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -18614.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17831.257812 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -17831.26 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18102.554688 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -18102.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18192.109375 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -18192.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18240.576172 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -18240.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18262.666016 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -18262.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18274.777344 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -18274.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18306.208984 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -18306.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18310.201172 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -18310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18314.988281 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -18314.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18325.695312 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -18325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18360.609375 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -18360.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18372.906250 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -18372.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18397.003906 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -18397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18398.552734 Penalty: 1918.355835
	Iteration 13Q: 3 clusters Score -18398.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18398.552734 Penalty: 1918.355835
	Iteration 14F: 3 clusters Score -18398.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -19064.007812 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -19064.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18386.488281 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -18386.49 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18754.832031 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18754.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18913.550781 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18913.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19032.802734 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -19032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19078.585938 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -19078.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19114.957031 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -19114.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19123.718750 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -19123.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19125.681641 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -19125.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19139.363281 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -19139.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19140.539062 Penalty: 1827.805786
	Iteration 9Q: 3 clusters Score -19140.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19140.539062 Penalty: 1827.805786
	Iteration 10F: 3 clusters Score -19140.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103201 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112236 members 
Mstep: Class 7 contains 106273 members 
Mstep: Class 8 contains 98804 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40377 members 
Mstep: Class 17 contains 87108 members 
Mstep: Class 18 contains 93742 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115182 members 
Mstep: Class 23 contains 105560 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59420 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14406 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 111610 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6462 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16213 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 93 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7034 members 
Mstep: Class 42 contains 184 members 
Entering Unmasked Estep 
Score: -141739712.000000 Penalty: 95283.945312
Splitting cluster 38 changes total score from -141740688.000000 to -141739712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -564786.375000 Penalty: 1380.528564
	Iteration 0F: 2 clusters Score -564786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -560937.500000 Penalty: 2761.057129
	Iteration 0F: 3 clusters Score -560937.5 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -562165.000000 Penalty: 2761.057129
	Iteration 1F: 3 clusters Score -562165 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -562448.937500 Penalty: 2761.057129
	Iteration 2F: 3 clusters Score -562448.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -562701.187500 Penalty: 2761.057129
	Iteration 3F: 3 clusters Score -562701.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -562909.875000 Penalty: 2761.057129
	Iteration 4F: 3 clusters Score -562909.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -563122.812500 Penalty: 2761.057129
	Iteration 5Q: 3 clusters Score -563122.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -563311.687500 Penalty: 2761.057129
	Iteration 6Q: 3 clusters Score -563311.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -563495.062500 Penalty: 2761.057129
	Iteration 7Q: 3 clusters Score -563495.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -563650.187500 Penalty: 2761.057129
	Iteration 8Q: 3 clusters Score -563650.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -563766.500000 Penalty: 2761.057129
	Iteration 9Q: 3 clusters Score -563766.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -563830.000000 Penalty: 2761.057129
	Iteration 10Q: 3 clusters Score -563830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -563870.187500 Penalty: 2761.057129
	Iteration 11Q: 3 clusters Score -563870.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -563901.000000 Penalty: 2761.057129
	Iteration 12Q: 3 clusters Score -563901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -563928.500000 Penalty: 2761.057129
	Iteration 13Q: 3 clusters Score -563928.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -563944.250000 Penalty: 2761.057129
	Iteration 14Q: 3 clusters Score -563944.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -563954.812500 Penalty: 2761.057129
	Iteration 15Q: 3 clusters Score -563954.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -563961.625000 Penalty: 2761.057129
	Iteration 16Q: 3 clusters Score -563961.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -563966.125000 Penalty: 2761.057129
	Iteration 17Q: 3 clusters Score -563966.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -563969.000000 Penalty: 2761.057129
	Iteration 18Q: 3 clusters Score -563969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -563972.937500 Penalty: 2761.057129
	Iteration 19Q: 3 clusters Score -563972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -563974.750000 Penalty: 2761.057129
	Iteration 20F: 3 clusters Score -563974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -563975.875000 Penalty: 2761.057129
	Iteration 21Q: 3 clusters Score -563975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -563978.062500 Penalty: 2761.057129
	Iteration 22Q: 3 clusters Score -563978.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -563979.812500 Penalty: 2761.057129
	Iteration 23Q: 3 clusters Score -563979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -563980.687500 Penalty: 2761.057129
	Iteration 24Q: 3 clusters Score -563980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -563980.937500 Penalty: 2761.057129
	Iteration 25Q: 3 clusters Score -563980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -563982.000000 Penalty: 2761.057129
	Iteration 26Q: 3 clusters Score -563982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -563982.000000 Penalty: 2761.057129
	Iteration 27F: 3 clusters Score -563982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -20669.025391 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -20669.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19993.398438 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -19993.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20083.814453 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -20083.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20102.654297 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -20102.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20115.755859 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -20115.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20137.058594 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -20137.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20142.994141 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -20142.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20148.195312 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -20148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20162.062500 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -20162.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20175.935547 Penalty: 1721.953125
	Iteration 8Q: 3 clusters Score -20175.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20184.728516 Penalty: 1721.953125
	Iteration 9Q: 3 clusters Score -20184.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20184.728516 Penalty: 1721.953125
	Iteration 10F: 3 clusters Score -20184.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -860182.000000 Penalty: 1439.508057
	Iteration 0F: 2 clusters Score -860182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -854884.250000 Penalty: 2879.016113
	Iteration 0F: 3 clusters Score -854884.2 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -856540.562500 Penalty: 2879.016113
	Iteration 1F: 3 clusters Score -856540.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -856854.687500 Penalty: 2879.016113
	Iteration 2F: 3 clusters Score -856854.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -857136.125000 Penalty: 2879.016113
	Iteration 3F: 3 clusters Score -857136.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -857408.125000 Penalty: 2879.016113
	Iteration 4F: 3 clusters Score -857408.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -857669.687500 Penalty: 2879.016113
	Iteration 5F: 3 clusters Score -857669.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -857919.125000 Penalty: 2879.016113
	Iteration 6F: 3 clusters Score -857919.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -858096.187500 Penalty: 2879.016113
	Iteration 7Q: 3 clusters Score -858096.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -858251.062500 Penalty: 2879.016113
	Iteration 8Q: 3 clusters Score -858251.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -858410.375000 Penalty: 2879.016113
	Iteration 9Q: 3 clusters Score -858410.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -858569.000000 Penalty: 2879.016113
	Iteration 10Q: 3 clusters Score -858569 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -858755.062500 Penalty: 2879.016113
	Iteration 11Q: 3 clusters Score -858755.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -858987.375000 Penalty: 2879.016113
	Iteration 12Q: 3 clusters Score -858987.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -859196.000000 Penalty: 2879.016113
	Iteration 13Q: 3 clusters Score -859196 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -859354.375000 Penalty: 2879.016113
	Iteration 14Q: 3 clusters Score -859354.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -859462.187500 Penalty: 2879.016113
	Iteration 15Q: 3 clusters Score -859462.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -859522.500000 Penalty: 2879.016113
	Iteration 16Q: 3 clusters Score -859522.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -859552.625000 Penalty: 2879.016113
	Iteration 17Q: 3 clusters Score -859552.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -859576.562500 Penalty: 2879.016113
	Iteration 18Q: 3 clusters Score -859576.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -859593.437500 Penalty: 2879.016113
	Iteration 19Q: 3 clusters Score -859593.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -859605.562500 Penalty: 2879.016113
	Iteration 20F: 3 clusters Score -859605.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -859614.812500 Penalty: 2879.016113
	Iteration 21Q: 3 clusters Score -859614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -859621.375000 Penalty: 2879.016113
	Iteration 22Q: 3 clusters Score -859621.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -859625.750000 Penalty: 2879.016113
	Iteration 23Q: 3 clusters Score -859625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -859632.000000 Penalty: 2879.016113
	Iteration 24Q: 3 clusters Score -859632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -859637.750000 Penalty: 2879.016113
	Iteration 25Q: 3 clusters Score -859637.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -859643.062500 Penalty: 2879.016113
	Iteration 26Q: 3 clusters Score -859643.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -859644.625000 Penalty: 2879.016113
	Iteration 27Q: 3 clusters Score -859644.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -859649.312500 Penalty: 2879.016113
	Iteration 28Q: 3 clusters Score -859649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -859650.000000 Penalty: 2879.016113
	Iteration 29Q: 3 clusters Score -859650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -859649.187500 Penalty: 2879.016113
	Iteration 30Q: 3 clusters Score -859649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -859651.500000 Penalty: 2879.016113
	Iteration 31Q: 3 clusters Score -859651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -859652.500000 Penalty: 2879.016113
	Iteration 32Q: 3 clusters Score -859652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -859651.437500 Penalty: 2879.016113
	Iteration 33Q: 3 clusters Score -859651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -859651.437500 Penalty: 2879.016113
	Iteration 34F: 3 clusters Score -859651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103201 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112236 members 
Mstep: Class 7 contains 106273 members 
Mstep: Class 8 contains 98804 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40377 members 
Mstep: Class 17 contains 87108 members 
Mstep: Class 18 contains 93742 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115182 members 
Mstep: Class 23 contains 105560 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59420 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14406 members 
Mstep: Class 28 contains 10423 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 111610 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6462 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16213 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741040.000000 Penalty: 93015.281250
Iteration 359Q: 42 clusters Score -1.41741e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 103075 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112227 members 
Mstep: Class 7 contains 106277 members 
Mstep: Class 8 contains 99084 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9262 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 40418 members 
Mstep: Class 17 contains 87165 members 
Mstep: Class 18 contains 93757 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115132 members 
Mstep: Class 23 contains 105653 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 59183 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14397 members 
Mstep: Class 28 contains 10414 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 1723 members 
Mstep: Class 31 contains 111621 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 6465 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16191 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4889 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741408.000000 Penalty: 93015.281250
Iteration 360F: 42 clusters Score -1.417414e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 102952 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112202 members 
Mstep: Class 7 contains 106276 members 
Mstep: Class 8 contains 99381 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9264 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 40485 members 
Mstep: Class 17 contains 87209 members 
Mstep: Class 18 contains 93771 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 115067 members 
Mstep: Class 23 contains 105726 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 58976 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14385 members 
Mstep: Class 28 contains 10410 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 1718 members 
Mstep: Class 31 contains 111622 members 
Mstep: Class 32 contains 7826 members 
Mstep: Class 33 contains 6467 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16181 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4890 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741600.000000 Penalty: 93015.281250
Iteration 361Q: 42 clusters Score -1.417416e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 102884 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112154 members 
Mstep: Class 7 contains 106282 members 
Mstep: Class 8 contains 99710 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7669 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9264 members 
Mstep: Class 13 contains 14522 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 40562 members 
Mstep: Class 17 contains 87219 members 
Mstep: Class 18 contains 93792 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114976 members 
Mstep: Class 23 contains 105756 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 58793 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14373 members 
Mstep: Class 28 contains 10409 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 1714 members 
Mstep: Class 31 contains 111609 members 
Mstep: Class 32 contains 7826 members 
Mstep: Class 33 contains 6463 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16179 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741632.000000 Penalty: 93015.281250
Iteration 362Q: 42 clusters Score -1.417416e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 102769 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112170 members 
Mstep: Class 7 contains 106297 members 
Mstep: Class 8 contains 100058 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9264 members 
Mstep: Class 13 contains 14520 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 40649 members 
Mstep: Class 17 contains 87252 members 
Mstep: Class 18 contains 93806 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114875 members 
Mstep: Class 23 contains 105730 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 58582 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14366 members 
Mstep: Class 28 contains 10411 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 1705 members 
Mstep: Class 31 contains 111596 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6465 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 16179 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741872.000000 Penalty: 93015.281250
Iteration 363Q: 42 clusters Score -1.417419e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 102662 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112224 members 
Mstep: Class 7 contains 106287 members 
Mstep: Class 8 contains 100423 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7610 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9267 members 
Mstep: Class 13 contains 14506 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 87305 members 
Mstep: Class 18 contains 93820 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114750 members 
Mstep: Class 23 contains 105724 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 58339 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14356 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 2097 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 111595 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6463 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16167 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742400.000000 Penalty: 93015.281250
Iteration 364Q: 42 clusters Score -1.417424e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 102584 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112263 members 
Mstep: Class 7 contains 106273 members 
Mstep: Class 8 contains 100816 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9269 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 40804 members 
Mstep: Class 17 contains 87330 members 
Mstep: Class 18 contains 93826 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114624 members 
Mstep: Class 23 contains 105707 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 58095 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14350 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 2106 members 
Mstep: Class 30 contains 1690 members 
Mstep: Class 31 contains 111595 members 
Mstep: Class 32 contains 7828 members 
Mstep: Class 33 contains 6460 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16156 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4890 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742192.000000 Penalty: 93015.281250
Iteration 365Q: 42 clusters Score -1.417422e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 102439 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112266 members 
Mstep: Class 7 contains 106255 members 
Mstep: Class 8 contains 101197 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9270 members 
Mstep: Class 13 contains 14476 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 17 contains 87381 members 
Mstep: Class 18 contains 93839 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114523 members 
Mstep: Class 23 contains 105692 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 57902 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14344 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 2112 members 
Mstep: Class 30 contains 1683 members 
Mstep: Class 31 contains 111594 members 
Mstep: Class 32 contains 7828 members 
Mstep: Class 33 contains 6453 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 16149 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4889 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742720.000000 Penalty: 93015.281250
Iteration 366Q: 42 clusters Score -1.417427e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 102303 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112346 members 
Mstep: Class 7 contains 106241 members 
Mstep: Class 8 contains 101549 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7510 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9272 members 
Mstep: Class 13 contains 14460 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 40981 members 
Mstep: Class 17 contains 87440 members 
Mstep: Class 18 contains 93848 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114387 members 
Mstep: Class 23 contains 105655 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 57697 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14332 members 
Mstep: Class 28 contains 10404 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 1674 members 
Mstep: Class 31 contains 111604 members 
Mstep: Class 32 contains 7828 members 
Mstep: Class 33 contains 6454 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 16141 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742800.000000 Penalty: 93015.281250
Iteration 367Q: 42 clusters Score -1.417428e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 526 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 102192 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112351 members 
Mstep: Class 7 contains 106246 members 
Mstep: Class 8 contains 101920 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41092 members 
Mstep: Class 17 contains 87451 members 
Mstep: Class 18 contains 93844 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114253 members 
Mstep: Class 23 contains 105627 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 57519 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14319 members 
Mstep: Class 28 contains 10409 members 
Mstep: Class 29 contains 2129 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 111626 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 6458 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16132 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4895 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742800.000000 Penalty: 93015.281250
Iteration 368Q: 42 clusters Score -1.417428e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 102100 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112315 members 
Mstep: Class 7 contains 106241 members 
Mstep: Class 8 contains 102226 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9276 members 
Mstep: Class 13 contains 14433 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41187 members 
Mstep: Class 17 contains 87506 members 
Mstep: Class 18 contains 93841 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 114099 members 
Mstep: Class 23 contains 105635 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 57374 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14309 members 
Mstep: Class 28 contains 10410 members 
Mstep: Class 29 contains 2133 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 111652 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 6466 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16124 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742992.000000 Penalty: 93015.281250
Iteration 369Q: 42 clusters Score -1.41743e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 102055 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112324 members 
Mstep: Class 7 contains 106257 members 
Mstep: Class 8 contains 102528 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7380 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 14430 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 87553 members 
Mstep: Class 18 contains 93842 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113941 members 
Mstep: Class 23 contains 105604 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 57220 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14294 members 
Mstep: Class 28 contains 10413 members 
Mstep: Class 29 contains 2138 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 111648 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 6471 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 16114 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4898 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743056.000000 Penalty: 93015.281250
Iteration 370Q: 42 clusters Score -1.417431e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 101971 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112341 members 
Mstep: Class 7 contains 106270 members 
Mstep: Class 8 contains 102847 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7332 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9279 members 
Mstep: Class 13 contains 14420 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41316 members 
Mstep: Class 17 contains 87594 members 
Mstep: Class 18 contains 93842 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113830 members 
Mstep: Class 23 contains 105575 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 57068 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14283 members 
Mstep: Class 28 contains 10410 members 
Mstep: Class 29 contains 2142 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 111641 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 6476 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16102 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4898 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743216.000000 Penalty: 93015.281250
Iteration 371Q: 42 clusters Score -1.417432e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101864 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112326 members 
Mstep: Class 7 contains 106291 members 
Mstep: Class 8 contains 103169 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9279 members 
Mstep: Class 13 contains 14408 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 41385 members 
Mstep: Class 17 contains 87623 members 
Mstep: Class 18 contains 93852 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113771 members 
Mstep: Class 23 contains 105565 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 56898 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14270 members 
Mstep: Class 28 contains 10410 members 
Mstep: Class 29 contains 2141 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 111635 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 6478 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16086 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743488.000000 Penalty: 93015.281250
Iteration 372Q: 42 clusters Score -1.417435e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 101767 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112407 members 
Mstep: Class 7 contains 106296 members 
Mstep: Class 8 contains 103431 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9281 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41464 members 
Mstep: Class 17 contains 87652 members 
Mstep: Class 18 contains 93854 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113697 members 
Mstep: Class 23 contains 105542 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 56697 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14267 members 
Mstep: Class 28 contains 10412 members 
Mstep: Class 29 contains 2143 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 111635 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 6480 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16079 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743808.000000 Penalty: 93015.281250
Iteration 373Q: 42 clusters Score -1.417438e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 101695 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112476 members 
Mstep: Class 7 contains 106317 members 
Mstep: Class 8 contains 103660 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9285 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41527 members 
Mstep: Class 17 contains 87699 members 
Mstep: Class 18 contains 93845 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113637 members 
Mstep: Class 23 contains 105521 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 56501 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14257 members 
Mstep: Class 28 contains 10410 members 
Mstep: Class 29 contains 2147 members 
Mstep: Class 30 contains 1640 members 
Mstep: Class 31 contains 111629 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6481 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16075 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743648.000000 Penalty: 93015.281250
Iteration 374Q: 42 clusters Score -1.417436e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101661 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112523 members 
Mstep: Class 7 contains 106322 members 
Mstep: Class 8 contains 103867 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41561 members 
Mstep: Class 17 contains 87780 members 
Mstep: Class 18 contains 93839 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113555 members 
Mstep: Class 23 contains 105532 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 56309 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14256 members 
Mstep: Class 28 contains 10401 members 
Mstep: Class 29 contains 2153 members 
Mstep: Class 30 contains 1637 members 
Mstep: Class 31 contains 111624 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 6482 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16066 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743408.000000 Penalty: 93015.281250
Iteration 375Q: 42 clusters Score -1.417434e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101590 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112599 members 
Mstep: Class 7 contains 106316 members 
Mstep: Class 8 contains 104056 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9283 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 41594 members 
Mstep: Class 17 contains 87864 members 
Mstep: Class 18 contains 93856 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113485 members 
Mstep: Class 23 contains 105558 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 56112 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14258 members 
Mstep: Class 28 contains 10401 members 
Mstep: Class 29 contains 2167 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 111605 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6481 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16053 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4907 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743648.000000 Penalty: 93015.281250
Iteration 376Q: 42 clusters Score -1.417436e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101553 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112629 members 
Mstep: Class 7 contains 106306 members 
Mstep: Class 8 contains 104268 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9285 members 
Mstep: Class 13 contains 14307 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 41625 members 
Mstep: Class 17 contains 87948 members 
Mstep: Class 18 contains 93860 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113413 members 
Mstep: Class 23 contains 105572 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 55938 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14259 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 2174 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 111591 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6481 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16042 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743840.000000 Penalty: 93015.281250
Iteration 377Q: 42 clusters Score -1.417438e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112620 members 
Mstep: Class 7 contains 106276 members 
Mstep: Class 8 contains 104454 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 41653 members 
Mstep: Class 17 contains 88019 members 
Mstep: Class 18 contains 93870 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113391 members 
Mstep: Class 23 contains 105600 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 55768 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14267 members 
Mstep: Class 28 contains 10392 members 
Mstep: Class 29 contains 2183 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 111578 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6482 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16037 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743888.000000 Penalty: 93015.281250
Iteration 378Q: 42 clusters Score -1.417439e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101466 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112651 members 
Mstep: Class 7 contains 106263 members 
Mstep: Class 8 contains 104652 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9288 members 
Mstep: Class 13 contains 14275 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 41688 members 
Mstep: Class 17 contains 88078 members 
Mstep: Class 18 contains 93866 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113373 members 
Mstep: Class 23 contains 105588 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 55609 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14272 members 
Mstep: Class 28 contains 10394 members 
Mstep: Class 29 contains 2192 members 
Mstep: Class 30 contains 1625 members 
Mstep: Class 31 contains 111557 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 6488 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16031 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743776.000000 Penalty: 93015.281250
Iteration 379Q: 42 clusters Score -1.417438e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 101380 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112715 members 
Mstep: Class 7 contains 106259 members 
Mstep: Class 8 contains 104832 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 14276 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 88149 members 
Mstep: Class 18 contains 93874 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113341 members 
Mstep: Class 23 contains 105580 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 55452 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14276 members 
Mstep: Class 28 contains 10388 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 1623 members 
Mstep: Class 31 contains 111517 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6492 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16023 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4908 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743888.000000 Penalty: 93015.281250
Iteration 380F: 42 clusters Score -1.417439e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 101301 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112831 members 
Mstep: Class 7 contains 106251 members 
Mstep: Class 8 contains 104989 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9297 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 41757 members 
Mstep: Class 17 contains 88210 members 
Mstep: Class 18 contains 93873 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113275 members 
Mstep: Class 23 contains 105603 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 55283 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14278 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 2196 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 111498 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 6500 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16019 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743776.000000 Penalty: 93015.281250
Iteration 381Q: 42 clusters Score -1.417438e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 101214 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112904 members 
Mstep: Class 7 contains 106240 members 
Mstep: Class 8 contains 105142 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6836 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9300 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 41786 members 
Mstep: Class 17 contains 88287 members 
Mstep: Class 18 contains 93875 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113236 members 
Mstep: Class 23 contains 105646 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 55100 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14279 members 
Mstep: Class 28 contains 10387 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 111480 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 6500 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16012 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4912 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743760.000000 Penalty: 93015.281250
Iteration 382Q: 42 clusters Score -1.417438e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101131 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112996 members 
Mstep: Class 7 contains 106244 members 
Mstep: Class 8 contains 105297 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6778 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9304 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 41805 members 
Mstep: Class 17 contains 88368 members 
Mstep: Class 18 contains 93881 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113187 members 
Mstep: Class 23 contains 105675 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 54926 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14276 members 
Mstep: Class 28 contains 10392 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 111459 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 6499 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 16001 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4910 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744064.000000 Penalty: 93015.281250
Iteration 383Q: 42 clusters Score -1.417441e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 101083 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113087 members 
Mstep: Class 7 contains 106233 members 
Mstep: Class 8 contains 105470 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6722 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9309 members 
Mstep: Class 13 contains 14264 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 41813 members 
Mstep: Class 17 contains 88422 members 
Mstep: Class 18 contains 93881 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113137 members 
Mstep: Class 23 contains 105713 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 54759 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14280 members 
Mstep: Class 28 contains 10400 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 111436 members 
Mstep: Class 32 contains 7817 members 
Mstep: Class 33 contains 6500 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15981 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4910 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744208.000000 Penalty: 93015.281250
Iteration 384Q: 42 clusters Score -1.417442e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 100997 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113187 members 
Mstep: Class 7 contains 106219 members 
Mstep: Class 8 contains 105645 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 14261 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41822 members 
Mstep: Class 17 contains 88489 members 
Mstep: Class 18 contains 93878 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113099 members 
Mstep: Class 23 contains 105790 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 54551 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14282 members 
Mstep: Class 28 contains 10395 members 
Mstep: Class 29 contains 2196 members 
Mstep: Class 30 contains 1621 members 
Mstep: Class 31 contains 111418 members 
Mstep: Class 32 contains 7816 members 
Mstep: Class 33 contains 6503 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15966 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4908 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744400.000000 Penalty: 93015.281250
Iteration 385Q: 42 clusters Score -1.417444e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 100893 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113263 members 
Mstep: Class 7 contains 106206 members 
Mstep: Class 8 contains 105816 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9318 members 
Mstep: Class 13 contains 14261 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 41838 members 
Mstep: Class 17 contains 88591 members 
Mstep: Class 18 contains 93870 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113065 members 
Mstep: Class 23 contains 105855 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 54363 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14282 members 
Mstep: Class 28 contains 10397 members 
Mstep: Class 29 contains 2193 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 111387 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15954 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4910 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744432.000000 Penalty: 93015.281250
Iteration 386Q: 42 clusters Score -1.417444e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 100773 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113319 members 
Mstep: Class 7 contains 106200 members 
Mstep: Class 8 contains 105980 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9328 members 
Mstep: Class 13 contains 14256 members 
Mstep: Class 14 contains 7274 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 41855 members 
Mstep: Class 17 contains 88688 members 
Mstep: Class 18 contains 93856 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 113050 members 
Mstep: Class 23 contains 105923 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 54197 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14286 members 
Mstep: Class 28 contains 10398 members 
Mstep: Class 29 contains 2193 members 
Mstep: Class 30 contains 1615 members 
Mstep: Class 31 contains 111347 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 6508 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15945 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4912 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744416.000000 Penalty: 93015.281250
Iteration 387Q: 42 clusters Score -1.417444e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 100692 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113355 members 
Mstep: Class 7 contains 106207 members 
Mstep: Class 8 contains 106160 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6531 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 41885 members 
Mstep: Class 17 contains 88788 members 
Mstep: Class 18 contains 93846 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112992 members 
Mstep: Class 23 contains 106002 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 54020 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14286 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 2193 members 
Mstep: Class 30 contains 1614 members 
Mstep: Class 31 contains 111299 members 
Mstep: Class 32 contains 7811 members 
Mstep: Class 33 contains 6508 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15937 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4916 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744336.000000 Penalty: 93015.281250
Iteration 388Q: 42 clusters Score -1.417443e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 100581 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113420 members 
Mstep: Class 7 contains 106231 members 
Mstep: Class 8 contains 106309 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6483 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 13 contains 14236 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 41915 members 
Mstep: Class 17 contains 88909 members 
Mstep: Class 18 contains 93847 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112946 members 
Mstep: Class 23 contains 106063 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 53853 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14293 members 
Mstep: Class 28 contains 10397 members 
Mstep: Class 29 contains 2193 members 
Mstep: Class 30 contains 1613 members 
Mstep: Class 31 contains 111227 members 
Mstep: Class 32 contains 7809 members 
Mstep: Class 33 contains 6508 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15932 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4922 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744688.000000 Penalty: 93015.281250
Iteration 389Q: 42 clusters Score -1.417447e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100509 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113471 members 
Mstep: Class 7 contains 106234 members 
Mstep: Class 8 contains 106435 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 41952 members 
Mstep: Class 17 contains 89014 members 
Mstep: Class 18 contains 93839 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112883 members 
Mstep: Class 23 contains 106124 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 53686 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14293 members 
Mstep: Class 28 contains 10394 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 1609 members 
Mstep: Class 31 contains 111187 members 
Mstep: Class 32 contains 7809 members 
Mstep: Class 33 contains 6513 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15934 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744480.000000 Penalty: 93015.281250
Iteration 390Q: 42 clusters Score -1.417445e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100474 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113488 members 
Mstep: Class 7 contains 106248 members 
Mstep: Class 8 contains 106573 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6392 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 41971 members 
Mstep: Class 17 contains 89125 members 
Mstep: Class 18 contains 93826 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112816 members 
Mstep: Class 23 contains 106189 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 53515 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14298 members 
Mstep: Class 28 contains 10391 members 
Mstep: Class 29 contains 2196 members 
Mstep: Class 30 contains 1609 members 
Mstep: Class 31 contains 111138 members 
Mstep: Class 32 contains 7808 members 
Mstep: Class 33 contains 6512 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 15928 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744608.000000 Penalty: 93015.281250
Iteration 391Q: 42 clusters Score -1.417446e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100424 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113516 members 
Mstep: Class 7 contains 106259 members 
Mstep: Class 8 contains 106698 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6351 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 42013 members 
Mstep: Class 17 contains 89246 members 
Mstep: Class 18 contains 93818 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112766 members 
Mstep: Class 23 contains 106212 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 53360 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14302 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1607 members 
Mstep: Class 31 contains 111083 members 
Mstep: Class 32 contains 7807 members 
Mstep: Class 33 contains 6514 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15919 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4927 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744496.000000 Penalty: 93015.281250
Iteration 392Q: 42 clusters Score -1.417445e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100403 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113533 members 
Mstep: Class 7 contains 106260 members 
Mstep: Class 8 contains 106865 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6315 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 14238 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 42021 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 93822 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112689 members 
Mstep: Class 23 contains 106222 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 53224 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14301 members 
Mstep: Class 28 contains 10396 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1605 members 
Mstep: Class 31 contains 111022 members 
Mstep: Class 32 contains 7807 members 
Mstep: Class 33 contains 6519 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15910 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4926 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744480.000000 Penalty: 93015.281250
Iteration 393Q: 42 clusters Score -1.417445e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100358 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113576 members 
Mstep: Class 7 contains 106244 members 
Mstep: Class 8 contains 107060 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9369 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 42035 members 
Mstep: Class 17 contains 89488 members 
Mstep: Class 18 contains 93821 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112607 members 
Mstep: Class 23 contains 106236 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 53074 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14300 members 
Mstep: Class 28 contains 10395 members 
Mstep: Class 29 contains 2196 members 
Mstep: Class 30 contains 1603 members 
Mstep: Class 31 contains 110957 members 
Mstep: Class 32 contains 7807 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15906 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4927 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744560.000000 Penalty: 93015.281250
Iteration 394Q: 42 clusters Score -1.417446e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100312 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113597 members 
Mstep: Class 7 contains 106241 members 
Mstep: Class 8 contains 107256 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9372 members 
Mstep: Class 13 contains 14235 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 42058 members 
Mstep: Class 17 contains 89578 members 
Mstep: Class 18 contains 93821 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112508 members 
Mstep: Class 23 contains 106246 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52958 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14296 members 
Mstep: Class 28 contains 10396 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 1600 members 
Mstep: Class 31 contains 110917 members 
Mstep: Class 32 contains 7807 members 
Mstep: Class 33 contains 6534 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15890 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4926 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744480.000000 Penalty: 93015.281250
Iteration 395Q: 42 clusters Score -1.417445e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100262 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113615 members 
Mstep: Class 7 contains 106241 members 
Mstep: Class 8 contains 107459 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6196 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 14234 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 42080 members 
Mstep: Class 17 contains 89684 members 
Mstep: Class 18 contains 93828 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112420 members 
Mstep: Class 23 contains 106252 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52847 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14295 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 1598 members 
Mstep: Class 31 contains 110859 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 6531 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15883 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4926 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744592.000000 Penalty: 93015.281250
Iteration 396Q: 42 clusters Score -1.417446e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100245 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113597 members 
Mstep: Class 7 contains 106238 members 
Mstep: Class 8 contains 107644 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9380 members 
Mstep: Class 13 contains 14231 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 42102 members 
Mstep: Class 17 contains 89795 members 
Mstep: Class 18 contains 93827 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112338 members 
Mstep: Class 23 contains 106269 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52755 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14288 members 
Mstep: Class 28 contains 10391 members 
Mstep: Class 29 contains 2193 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 110795 members 
Mstep: Class 32 contains 7807 members 
Mstep: Class 33 contains 6533 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15871 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4929 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744704.000000 Penalty: 93015.281250
Iteration 397Q: 42 clusters Score -1.417447e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100210 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113595 members 
Mstep: Class 7 contains 106223 members 
Mstep: Class 8 contains 107785 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 14231 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42124 members 
Mstep: Class 17 contains 89916 members 
Mstep: Class 18 contains 93824 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112269 members 
Mstep: Class 23 contains 106301 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52659 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14284 members 
Mstep: Class 28 contains 10395 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 110751 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15870 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4928 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744736.000000 Penalty: 93015.281250
Iteration 398Q: 42 clusters Score -1.417447e+08 nChanged 1465
Entering ConstructFrom: 
Score: -141744736.000000 Penalty: 93015.281250
Entering ConstructFrom: 
Trying to split cluster 1 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46933.656250 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -46933.66 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 241 members 
Entering Unmasked Estep 
Score: -45957.273438 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -45957.27 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46182.082031 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -46182.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46272.566406 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -46272.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46352.039062 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -46352.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46437.671875 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -46437.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46486.359375 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -46486.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46540.726562 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -46540.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46574.699219 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -46574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46596.011719 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -46596.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46599.695312 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -46599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46599.695312 Penalty: 1999.638184
	Iteration 10F: 3 clusters Score -46599.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -50089.121094 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -50089.12 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 272 members 
Entering Unmasked Estep 
Score: -49077.691406 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -49077.69 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49400.933594 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -49400.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49544.613281 Penalty: 2036.840210
	Iteration 2F: 3 clusters Score -49544.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49653.664062 Penalty: 2036.840210
	Iteration 3F: 3 clusters Score -49653.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49747.445312 Penalty: 2036.840210
	Iteration 4Q: 3 clusters Score -49747.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49867.296875 Penalty: 2036.840210
	Iteration 5Q: 3 clusters Score -49867.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49947.140625 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -49947.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50031.066406 Penalty: 2036.840210
	Iteration 7Q: 3 clusters Score -50031.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50123.199219 Penalty: 2036.840210
	Iteration 8Q: 3 clusters Score -50123.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50162.031250 Penalty: 2036.840210
	Iteration 9Q: 3 clusters Score -50162.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50205.550781 Penalty: 2036.840210
	Iteration 10Q: 3 clusters Score -50205.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50227.269531 Penalty: 2036.840210
	Iteration 11Q: 3 clusters Score -50227.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50231.175781 Penalty: 2036.840210
	Iteration 12Q: 3 clusters Score -50231.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50240.070312 Penalty: 2036.840210
	Iteration 13Q: 3 clusters Score -50240.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50247.656250 Penalty: 2036.840210
	Iteration 14Q: 3 clusters Score -50247.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50250.167969 Penalty: 2036.840210
	Iteration 15Q: 3 clusters Score -50250.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50251.777344 Penalty: 2036.840210
	Iteration 16Q: 3 clusters Score -50251.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50252.917969 Penalty: 2036.840210
	Iteration 17Q: 3 clusters Score -50252.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50252.917969 Penalty: 2036.840210
	Iteration 18F: 3 clusters Score -50252.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 292 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113613 members 
Mstep: Class 7 contains 106220 members 
Mstep: Class 8 contains 107889 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 14226 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42162 members 
Mstep: Class 17 contains 90004 members 
Mstep: Class 18 contains 93827 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112227 members 
Mstep: Class 23 contains 106338 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52543 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14278 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 110719 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15865 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7211 members 
Mstep: Class 42 contains 235 members 
Entering Unmasked Estep 
Score: -141743568.000000 Penalty: 95283.945312
Splitting cluster 2 changes total score from -141744736.000000 to -141743568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -139293.750000 Penalty: 1160.194824
	Iteration 0F: 2 clusters Score -139293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137711.937500 Penalty: 2320.389648
	Iteration 0F: 3 clusters Score -137711.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -138393.921875 Penalty: 2320.389648
	Iteration 1F: 3 clusters Score -138393.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138749.046875 Penalty: 2320.389648
	Iteration 2F: 3 clusters Score -138749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138920.828125 Penalty: 2320.389648
	Iteration 3F: 3 clusters Score -138920.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139068.015625 Penalty: 2320.389648
	Iteration 4Q: 3 clusters Score -139068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139159.625000 Penalty: 2320.389648
	Iteration 5Q: 3 clusters Score -139159.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139219.921875 Penalty: 2320.389648
	Iteration 6Q: 3 clusters Score -139219.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139255.734375 Penalty: 2320.389648
	Iteration 7Q: 3 clusters Score -139255.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139295.109375 Penalty: 2320.389648
	Iteration 8Q: 3 clusters Score -139295.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139320.468750 Penalty: 2320.389648
	Iteration 9Q: 3 clusters Score -139320.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139337.484375 Penalty: 2320.389648
	Iteration 10Q: 3 clusters Score -139337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139351.234375 Penalty: 2320.389648
	Iteration 11Q: 3 clusters Score -139351.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -139364.781250 Penalty: 2320.389648
	Iteration 12Q: 3 clusters Score -139364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139370.890625 Penalty: 2320.389648
	Iteration 13Q: 3 clusters Score -139370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139374.656250 Penalty: 2320.389648
	Iteration 14Q: 3 clusters Score -139374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -139376.687500 Penalty: 2320.389648
	Iteration 15Q: 3 clusters Score -139376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -139380.531250 Penalty: 2320.389648
	Iteration 16Q: 3 clusters Score -139380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -139384.781250 Penalty: 2320.389648
	Iteration 17Q: 3 clusters Score -139384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139391.718750 Penalty: 2320.389648
	Iteration 18Q: 3 clusters Score -139391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139395.796875 Penalty: 2320.389648
	Iteration 19Q: 3 clusters Score -139395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139410.125000 Penalty: 2320.389648
	Iteration 20F: 3 clusters Score -139410.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -139445.765625 Penalty: 2320.389648
	Iteration 21Q: 3 clusters Score -139445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -139458.078125 Penalty: 2320.389648
	Iteration 22Q: 3 clusters Score -139458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -139466.265625 Penalty: 2320.389648
	Iteration 23Q: 3 clusters Score -139466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139474.281250 Penalty: 2320.389648
	Iteration 24Q: 3 clusters Score -139474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -139476.843750 Penalty: 2320.389648
	Iteration 25Q: 3 clusters Score -139476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139477.156250 Penalty: 2320.389648
	Iteration 26Q: 3 clusters Score -139477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -139477.515625 Penalty: 2320.389648
	Iteration 27Q: 3 clusters Score -139477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -139477.515625 Penalty: 2320.389648
	Iteration 28F: 3 clusters Score -139477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 100169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113613 members 
Mstep: Class 7 contains 106220 members 
Mstep: Class 8 contains 107889 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 14226 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42162 members 
Mstep: Class 17 contains 90004 members 
Mstep: Class 18 contains 93827 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112227 members 
Mstep: Class 23 contains 106338 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52543 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14278 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 110719 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15865 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7211 members 
Mstep: Class 42 contains 768 members 
Entering Unmasked Estep 
Score: -141743920.000000 Penalty: 95283.945312
Splitting cluster 3 changes total score from -141744736.000000 to -141743920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (100169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Entering Unmasked Estep 
Score: -12675697.000000 Penalty: 1871.124756
	Iteration 0F: 2 clusters Score -1.26757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -12609273.000000 Penalty: 3742.249512
	Iteration 0F: 3 clusters Score -1.260927e+07 nChanged 47782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -12638354.000000 Penalty: 3742.249512
	Iteration 1F: 3 clusters Score -1.263835e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -12640248.000000 Penalty: 3742.249512
	Iteration 2Q: 3 clusters Score -1.264025e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -12642874.000000 Penalty: 3742.249512
	Iteration 3F: 3 clusters Score -1.264287e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -12647066.000000 Penalty: 3742.249512
	Iteration 4F: 3 clusters Score -1.264707e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -12652940.000000 Penalty: 3742.249512
	Iteration 5F: 3 clusters Score -1.265294e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -12659431.000000 Penalty: 3742.249512
	Iteration 6F: 3 clusters Score -1.265943e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -12662994.000000 Penalty: 3742.249512
	Iteration 7F: 3 clusters Score -1.266299e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -12664206.000000 Penalty: 3742.249512
	Iteration 8Q: 3 clusters Score -1.266421e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -12664643.000000 Penalty: 3742.249512
	Iteration 9Q: 3 clusters Score -1.266464e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -12665026.000000 Penalty: 3742.249512
	Iteration 10Q: 3 clusters Score -1.266503e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -12665308.000000 Penalty: 3742.249512
	Iteration 11Q: 3 clusters Score -1.266531e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -12665676.000000 Penalty: 3742.249512
	Iteration 12Q: 3 clusters Score -1.266568e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -12665967.000000 Penalty: 3742.249512
	Iteration 13Q: 3 clusters Score -1.266597e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -12666287.000000 Penalty: 3742.249512
	Iteration 14Q: 3 clusters Score -1.266629e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -12666472.000000 Penalty: 3742.249512
	Iteration 15Q: 3 clusters Score -1.266647e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -12666775.000000 Penalty: 3742.249512
	Iteration 16Q: 3 clusters Score -1.266678e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -12666982.000000 Penalty: 3742.249512
	Iteration 17Q: 3 clusters Score -1.266698e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -12667236.000000 Penalty: 3742.249512
	Iteration 18Q: 3 clusters Score -1.266724e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -12667490.000000 Penalty: 3742.249512
	Iteration 19Q: 3 clusters Score -1.266749e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -12667665.000000 Penalty: 3742.249512
	Iteration 20F: 3 clusters Score -1.266766e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -12667901.000000 Penalty: 3742.249512
	Iteration 21Q: 3 clusters Score -1.26679e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -12668068.000000 Penalty: 3742.249512
	Iteration 22Q: 3 clusters Score -1.266807e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -12668247.000000 Penalty: 3742.249512
	Iteration 23Q: 3 clusters Score -1.266825e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -12668441.000000 Penalty: 3742.249512
	Iteration 24Q: 3 clusters Score -1.266844e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -12668741.000000 Penalty: 3742.249512
	Iteration 25Q: 3 clusters Score -1.266874e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -12668926.000000 Penalty: 3742.249512
	Iteration 26Q: 3 clusters Score -1.266893e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -12669156.000000 Penalty: 3742.249512
	Iteration 27Q: 3 clusters Score -1.266916e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -12669307.000000 Penalty: 3742.249512
	Iteration 28Q: 3 clusters Score -1.266931e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -12669513.000000 Penalty: 3742.249512
	Iteration 29Q: 3 clusters Score -1.266951e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -12669746.000000 Penalty: 3742.249512
	Iteration 30Q: 3 clusters Score -1.266975e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -12669911.000000 Penalty: 3742.249512
	Iteration 31Q: 3 clusters Score -1.266991e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -12670098.000000 Penalty: 3742.249512
	Iteration 32Q: 3 clusters Score -1.26701e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -12670233.000000 Penalty: 3742.249512
	Iteration 33Q: 3 clusters Score -1.267023e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -12670421.000000 Penalty: 3742.249512
	Iteration 34Q: 3 clusters Score -1.267042e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -12670570.000000 Penalty: 3742.249512
	Iteration 35Q: 3 clusters Score -1.267057e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -12670722.000000 Penalty: 3742.249512
	Iteration 36Q: 3 clusters Score -1.267072e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -12670871.000000 Penalty: 3742.249512
	Iteration 37Q: 3 clusters Score -1.267087e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -12671017.000000 Penalty: 3742.249512
	Iteration 38Q: 3 clusters Score -1.267102e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -12671157.000000 Penalty: 3742.249512
	Iteration 39Q: 3 clusters Score -1.267116e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -12671282.000000 Penalty: 3742.249512
	Iteration 40F: 3 clusters Score -1.267128e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -12671493.000000 Penalty: 3742.249512
	Iteration 41Q: 3 clusters Score -1.267149e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -12671634.000000 Penalty: 3742.249512
	Iteration 42Q: 3 clusters Score -1.267163e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -12671703.000000 Penalty: 3742.249512
	Iteration 43Q: 3 clusters Score -1.26717e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -12671836.000000 Penalty: 3742.249512
	Iteration 44Q: 3 clusters Score -1.267184e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -12671964.000000 Penalty: 3742.249512
	Iteration 45Q: 3 clusters Score -1.267196e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -12672056.000000 Penalty: 3742.249512
	Iteration 46Q: 3 clusters Score -1.267206e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -12672195.000000 Penalty: 3742.249512
	Iteration 47Q: 3 clusters Score -1.26722e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -12672297.000000 Penalty: 3742.249512
	Iteration 48Q: 3 clusters Score -1.26723e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -12672383.000000 Penalty: 3742.249512
	Iteration 49Q: 3 clusters Score -1.267238e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -12672505.000000 Penalty: 3742.249512
	Iteration 50Q: 3 clusters Score -1.26725e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -12672633.000000 Penalty: 3742.249512
	Iteration 51Q: 3 clusters Score -1.267263e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -12672768.000000 Penalty: 3742.249512
	Iteration 52Q: 3 clusters Score -1.267277e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -12672851.000000 Penalty: 3742.249512
	Iteration 53Q: 3 clusters Score -1.267285e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -12672948.000000 Penalty: 3742.249512
	Iteration 54Q: 3 clusters Score -1.267295e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -12673017.000000 Penalty: 3742.249512
	Iteration 55Q: 3 clusters Score -1.267302e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -12673134.000000 Penalty: 3742.249512
	Iteration 56Q: 3 clusters Score -1.267313e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -12673208.000000 Penalty: 3742.249512
	Iteration 57Q: 3 clusters Score -1.267321e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -12673323.000000 Penalty: 3742.249512
	Iteration 58Q: 3 clusters Score -1.267332e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -12673415.000000 Penalty: 3742.249512
	Iteration 59Q: 3 clusters Score -1.267342e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -12673481.000000 Penalty: 3742.249512
	Iteration 60F: 3 clusters Score -1.267348e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -12673526.000000 Penalty: 3742.249512
	Iteration 61Q: 3 clusters Score -1.267353e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -12673550.000000 Penalty: 3742.249512
	Iteration 62Q: 3 clusters Score -1.267355e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -12673633.000000 Penalty: 3742.249512
	Iteration 63Q: 3 clusters Score -1.267363e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -12673708.000000 Penalty: 3742.249512
	Iteration 64Q: 3 clusters Score -1.267371e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -12673753.000000 Penalty: 3742.249512
	Iteration 65Q: 3 clusters Score -1.267375e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -12673757.000000 Penalty: 3742.249512
	Iteration 66Q: 3 clusters Score -1.267376e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -12673771.000000 Penalty: 3742.249512
	Iteration 67Q: 3 clusters Score -1.267377e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -12673796.000000 Penalty: 3742.249512
	Iteration 68Q: 3 clusters Score -1.26738e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12673863.000000 Penalty: 3742.249512
	Iteration 69Q: 3 clusters Score -1.267386e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12673876.000000 Penalty: 3742.249512
	Iteration 70Q: 3 clusters Score -1.267388e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -12673897.000000 Penalty: 3742.249512
	Iteration 71Q: 3 clusters Score -1.26739e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12673926.000000 Penalty: 3742.249512
	Iteration 72Q: 3 clusters Score -1.267393e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -12673962.000000 Penalty: 3742.249512
	Iteration 73Q: 3 clusters Score -1.267396e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -12673999.000000 Penalty: 3742.249512
	Iteration 74Q: 3 clusters Score -1.2674e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12673996.000000 Penalty: 3742.249512
	Iteration 75Q: 3 clusters Score -1.2674e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12674015.000000 Penalty: 3742.249512
	Iteration 76Q: 3 clusters Score -1.267402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12674034.000000 Penalty: 3742.249512
	Iteration 77Q: 3 clusters Score -1.267403e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12674062.000000 Penalty: 3742.249512
	Iteration 78Q: 3 clusters Score -1.267406e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12674070.000000 Penalty: 3742.249512
	Iteration 79Q: 3 clusters Score -1.267407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -12674082.000000 Penalty: 3742.249512
	Iteration 80F: 3 clusters Score -1.267408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12674094.000000 Penalty: 3742.249512
	Iteration 81Q: 3 clusters Score -1.267409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12674114.000000 Penalty: 3742.249512
	Iteration 82Q: 3 clusters Score -1.267411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12674120.000000 Penalty: 3742.249512
	Iteration 83Q: 3 clusters Score -1.267412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12674131.000000 Penalty: 3742.249512
	Iteration 84Q: 3 clusters Score -1.267413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -12674128.000000 Penalty: 3742.249512
	Iteration 85Q: 3 clusters Score -1.267413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -12674135.000000 Penalty: 3742.249512
	Iteration 86Q: 3 clusters Score -1.267414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -12674148.000000 Penalty: 3742.249512
	Iteration 87Q: 3 clusters Score -1.267415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12674170.000000 Penalty: 3742.249512
	Iteration 88Q: 3 clusters Score -1.267417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12674165.000000 Penalty: 3742.249512
	Iteration 89Q: 3 clusters Score -1.267416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12674165.000000 Penalty: 3742.249512
	Iteration 90Q: 3 clusters Score -1.267416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12674172.000000 Penalty: 3742.249512
	Iteration 91Q: 3 clusters Score -1.267417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12674176.000000 Penalty: 3742.249512
	Iteration 92Q: 3 clusters Score -1.267418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12674181.000000 Penalty: 3742.249512
	Iteration 93Q: 3 clusters Score -1.267418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12674168.000000 Penalty: 3742.249512
	Iteration 94Q: 3 clusters Score -1.267417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12674174.000000 Penalty: 3742.249512
	Iteration 95Q: 3 clusters Score -1.267417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -12674184.000000 Penalty: 3742.249512
	Iteration 96Q: 3 clusters Score -1.267418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -12674181.000000 Penalty: 3742.249512
	Iteration 97Q: 3 clusters Score -1.267418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12674188.000000 Penalty: 3742.249512
	Iteration 98Q: 3 clusters Score -1.267419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -12674194.000000 Penalty: 3742.249512
	Iteration 99Q: 3 clusters Score -1.267419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12674189.000000 Penalty: 3742.249512
	Iteration 100F: 3 clusters Score -1.267419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12674182.000000 Penalty: 3742.249512
	Iteration 101Q: 3 clusters Score -1.267418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12674177.000000 Penalty: 3742.249512
	Iteration 102Q: 3 clusters Score -1.267418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -12674175.000000 Penalty: 3742.249512
	Iteration 103Q: 3 clusters Score -1.267418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12674176.000000 Penalty: 3742.249512
	Iteration 104Q: 3 clusters Score -1.267418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12674190.000000 Penalty: 3742.249512
	Iteration 105Q: 3 clusters Score -1.267419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12674178.000000 Penalty: 3742.249512
	Iteration 106Q: 3 clusters Score -1.267418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12674187.000000 Penalty: 3742.249512
	Iteration 107Q: 3 clusters Score -1.267419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12674199.000000 Penalty: 3742.249512
	Iteration 108Q: 3 clusters Score -1.26742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12674196.000000 Penalty: 3742.249512
	Iteration 109Q: 3 clusters Score -1.26742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -12674204.000000 Penalty: 3742.249512
	Iteration 110Q: 3 clusters Score -1.26742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12674205.000000 Penalty: 3742.249512
	Iteration 111Q: 3 clusters Score -1.26742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98723 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12674204.000000 Penalty: 3742.249512
	Iteration 112Q: 3 clusters Score -1.26742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12674217.000000 Penalty: 3742.249512
	Iteration 113Q: 3 clusters Score -1.267422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -12674221.000000 Penalty: 3742.249512
	Iteration 114Q: 3 clusters Score -1.267422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12674235.000000 Penalty: 3742.249512
	Iteration 115Q: 3 clusters Score -1.267424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12674233.000000 Penalty: 3742.249512
	Iteration 116Q: 3 clusters Score -1.267423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12674244.000000 Penalty: 3742.249512
	Iteration 117Q: 3 clusters Score -1.267424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12674257.000000 Penalty: 3742.249512
	Iteration 118Q: 3 clusters Score -1.267426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12674262.000000 Penalty: 3742.249512
	Iteration 119Q: 3 clusters Score -1.267426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -12674260.000000 Penalty: 3742.249512
	Iteration 120F: 3 clusters Score -1.267426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12674246.000000 Penalty: 3742.249512
	Iteration 121Q: 3 clusters Score -1.267425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12674257.000000 Penalty: 3742.249512
	Iteration 122Q: 3 clusters Score -1.267426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12674260.000000 Penalty: 3742.249512
	Iteration 123Q: 3 clusters Score -1.267426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12674259.000000 Penalty: 3742.249512
	Iteration 124Q: 3 clusters Score -1.267426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12674259.000000 Penalty: 3742.249512
	Iteration 125F: 3 clusters Score -1.267426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45973.683594 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -45973.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44957.562500 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -44957.56 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45068.769531 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -45068.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45132.023438 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -45132.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45169.652344 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -45169.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45230.914062 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -45230.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45314.421875 Penalty: 1961.531494
	Iteration 5F: 3 clusters Score -45314.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45422.300781 Penalty: 1961.531494
	Iteration 6F: 3 clusters Score -45422.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45543.699219 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -45543.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45623.437500 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -45623.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45717.316406 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -45717.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45795.019531 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -45795.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45847.230469 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -45847.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45913.609375 Penalty: 1961.531494
	Iteration 12Q: 3 clusters Score -45913.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45949.562500 Penalty: 1961.531494
	Iteration 13Q: 3 clusters Score -45949.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45957.253906 Penalty: 1961.531494
	Iteration 14Q: 3 clusters Score -45957.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45967.589844 Penalty: 1961.531494
	Iteration 15Q: 3 clusters Score -45967.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45967.589844 Penalty: 1961.531494
	Iteration 16F: 3 clusters Score -45967.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (113613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Entering Unmasked Estep 
Score: -14324041.000000 Penalty: 1891.589966
	Iteration 0F: 2 clusters Score -1.432404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -14251256.000000 Penalty: 3783.179932
	Iteration 0F: 3 clusters Score -1.425126e+07 nChanged 54347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -14283357.000000 Penalty: 3783.179932
	Iteration 1F: 3 clusters Score -1.428336e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -14284490.000000 Penalty: 3783.179932
	Iteration 2Q: 3 clusters Score -1.428449e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -14285724.000000 Penalty: 3783.179932
	Iteration 3Q: 3 clusters Score -1.428572e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -14287313.000000 Penalty: 3783.179932
	Iteration 4Q: 3 clusters Score -1.428731e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -14289446.000000 Penalty: 3783.179932
	Iteration 5Q: 3 clusters Score -1.428945e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -14292708.000000 Penalty: 3783.179932
	Iteration 6F: 3 clusters Score -1.429271e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -14297624.000000 Penalty: 3783.179932
	Iteration 7F: 3 clusters Score -1.429762e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -14303849.000000 Penalty: 3783.179932
	Iteration 8F: 3 clusters Score -1.430385e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -14308900.000000 Penalty: 3783.179932
	Iteration 9F: 3 clusters Score -1.43089e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -14311898.000000 Penalty: 3783.179932
	Iteration 10Q: 3 clusters Score -1.43119e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -14313789.000000 Penalty: 3783.179932
	Iteration 11Q: 3 clusters Score -1.431379e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -14315272.000000 Penalty: 3783.179932
	Iteration 12Q: 3 clusters Score -1.431527e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -14316850.000000 Penalty: 3783.179932
	Iteration 13Q: 3 clusters Score -1.431685e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -14318051.000000 Penalty: 3783.179932
	Iteration 14Q: 3 clusters Score -1.431805e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -14319261.000000 Penalty: 3783.179932
	Iteration 15Q: 3 clusters Score -1.431926e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -14320259.000000 Penalty: 3783.179932
	Iteration 16Q: 3 clusters Score -1.432026e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -14321178.000000 Penalty: 3783.179932
	Iteration 17Q: 3 clusters Score -1.432118e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -14321946.000000 Penalty: 3783.179932
	Iteration 18Q: 3 clusters Score -1.432195e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -14322520.000000 Penalty: 3783.179932
	Iteration 19Q: 3 clusters Score -1.432252e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -14323005.000000 Penalty: 3783.179932
	Iteration 20F: 3 clusters Score -1.4323e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -14323377.000000 Penalty: 3783.179932
	Iteration 21Q: 3 clusters Score -1.432338e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 102892 members 
Entering Unmasked Estep 
Score: -14323612.000000 Penalty: 3783.179932
	Iteration 22Q: 3 clusters Score -1.432361e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 103901 members 
Entering Unmasked Estep 
Score: -14323824.000000 Penalty: 3783.179932
	Iteration 23Q: 3 clusters Score -1.432382e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -14323899.000000 Penalty: 3783.179932
	Iteration 24Q: 3 clusters Score -1.43239e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -14323947.000000 Penalty: 3783.179932
	Iteration 25Q: 3 clusters Score -1.432395e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -14324018.000000 Penalty: 3783.179932
	Iteration 26Q: 3 clusters Score -1.432402e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -14324004.000000 Penalty: 3783.179932
	Iteration 27Q: 3 clusters Score -1.4324e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -14323984.000000 Penalty: 3783.179932
	Iteration 28Q: 3 clusters Score -1.432398e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -14323963.000000 Penalty: 3783.179932
	Iteration 29Q: 3 clusters Score -1.432396e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -14323997.000000 Penalty: 3783.179932
	Iteration 30Q: 3 clusters Score -1.4324e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -14323975.000000 Penalty: 3783.179932
	Iteration 31Q: 3 clusters Score -1.432398e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -14323976.000000 Penalty: 3783.179932
	Iteration 32Q: 3 clusters Score -1.432398e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -14323949.000000 Penalty: 3783.179932
	Iteration 33Q: 3 clusters Score -1.432395e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -14323935.000000 Penalty: 3783.179932
	Iteration 34Q: 3 clusters Score -1.432394e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 109766 members 
Entering Unmasked Estep 
Score: -14323893.000000 Penalty: 3783.179932
	Iteration 35Q: 3 clusters Score -1.432389e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 109977 members 
Entering Unmasked Estep 
Score: -14323876.000000 Penalty: 3783.179932
	Iteration 36Q: 3 clusters Score -1.432388e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 110169 members 
Entering Unmasked Estep 
Score: -14323859.000000 Penalty: 3783.179932
	Iteration 37Q: 3 clusters Score -1.432386e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 110365 members 
Entering Unmasked Estep 
Score: -14323801.000000 Penalty: 3783.179932
	Iteration 38Q: 3 clusters Score -1.43238e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 110534 members 
Entering Unmasked Estep 
Score: -14323724.000000 Penalty: 3783.179932
	Iteration 39Q: 3 clusters Score -1.432372e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -14323652.000000 Penalty: 3783.179932
	Iteration 40F: 3 clusters Score -1.432365e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -14323610.000000 Penalty: 3783.179932
	Iteration 41Q: 3 clusters Score -1.432361e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -14323555.000000 Penalty: 3783.179932
	Iteration 42Q: 3 clusters Score -1.432356e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -14323470.000000 Penalty: 3783.179932
	Iteration 43Q: 3 clusters Score -1.432347e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -14323438.000000 Penalty: 3783.179932
	Iteration 44Q: 3 clusters Score -1.432344e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 111471 members 
Entering Unmasked Estep 
Score: -14323374.000000 Penalty: 3783.179932
	Iteration 45Q: 3 clusters Score -1.432337e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -14323350.000000 Penalty: 3783.179932
	Iteration 46Q: 3 clusters Score -1.432335e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 111678 members 
Entering Unmasked Estep 
Score: -14323290.000000 Penalty: 3783.179932
	Iteration 47Q: 3 clusters Score -1.432329e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 111770 members 
Entering Unmasked Estep 
Score: -14323296.000000 Penalty: 3783.179932
	Iteration 48Q: 3 clusters Score -1.43233e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -14323305.000000 Penalty: 3783.179932
	Iteration 49Q: 3 clusters Score -1.43233e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -14323250.000000 Penalty: 3783.179932
	Iteration 50Q: 3 clusters Score -1.432325e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -14323239.000000 Penalty: 3783.179932
	Iteration 51Q: 3 clusters Score -1.432324e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 112020 members 
Entering Unmasked Estep 
Score: -14323217.000000 Penalty: 3783.179932
	Iteration 52Q: 3 clusters Score -1.432322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -14323214.000000 Penalty: 3783.179932
	Iteration 53Q: 3 clusters Score -1.432321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 112096 members 
Entering Unmasked Estep 
Score: -14323202.000000 Penalty: 3783.179932
	Iteration 54Q: 3 clusters Score -1.43232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -14323208.000000 Penalty: 3783.179932
	Iteration 55Q: 3 clusters Score -1.432321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -14323182.000000 Penalty: 3783.179932
	Iteration 56Q: 3 clusters Score -1.432318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -14323150.000000 Penalty: 3783.179932
	Iteration 57Q: 3 clusters Score -1.432315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -14323145.000000 Penalty: 3783.179932
	Iteration 58Q: 3 clusters Score -1.432314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -14323148.000000 Penalty: 3783.179932
	Iteration 59Q: 3 clusters Score -1.432315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -14323135.000000 Penalty: 3783.179932
	Iteration 60F: 3 clusters Score -1.432314e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 112330 members 
Entering Unmasked Estep 
Score: -14323128.000000 Penalty: 3783.179932
	Iteration 61Q: 3 clusters Score -1.432313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -14323115.000000 Penalty: 3783.179932
	Iteration 62Q: 3 clusters Score -1.432312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -14323122.000000 Penalty: 3783.179932
	Iteration 63Q: 3 clusters Score -1.432312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -14323115.000000 Penalty: 3783.179932
	Iteration 64Q: 3 clusters Score -1.432312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -14323105.000000 Penalty: 3783.179932
	Iteration 65Q: 3 clusters Score -1.43231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -14323084.000000 Penalty: 3783.179932
	Iteration 66Q: 3 clusters Score -1.432308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -14323068.000000 Penalty: 3783.179932
	Iteration 67Q: 3 clusters Score -1.432307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -14323060.000000 Penalty: 3783.179932
	Iteration 68Q: 3 clusters Score -1.432306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 112496 members 
Entering Unmasked Estep 
Score: -14323056.000000 Penalty: 3783.179932
	Iteration 69Q: 3 clusters Score -1.432306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 112514 members 
Entering Unmasked Estep 
Score: -14323031.000000 Penalty: 3783.179932
	Iteration 70Q: 3 clusters Score -1.432303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -14323022.000000 Penalty: 3783.179932
	Iteration 71Q: 3 clusters Score -1.432302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -14323032.000000 Penalty: 3783.179932
	Iteration 72Q: 3 clusters Score -1.432303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 112546 members 
Entering Unmasked Estep 
Score: -14323039.000000 Penalty: 3783.179932
	Iteration 73Q: 3 clusters Score -1.432304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -14323015.000000 Penalty: 3783.179932
	Iteration 74Q: 3 clusters Score -1.432302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 112567 members 
Entering Unmasked Estep 
Score: -14323033.000000 Penalty: 3783.179932
	Iteration 75Q: 3 clusters Score -1.432303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
Score: -14323027.000000 Penalty: 3783.179932
	Iteration 76Q: 3 clusters Score -1.432303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -14323031.000000 Penalty: 3783.179932
	Iteration 77Q: 3 clusters Score -1.432303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -14323023.000000 Penalty: 3783.179932
	Iteration 78Q: 3 clusters Score -1.432302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -14323012.000000 Penalty: 3783.179932
	Iteration 79Q: 3 clusters Score -1.432301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -14323025.000000 Penalty: 3783.179932
	Iteration 80F: 3 clusters Score -1.432302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 112587 members 
Entering Unmasked Estep 
Score: -14323021.000000 Penalty: 3783.179932
	Iteration 81Q: 3 clusters Score -1.432302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -14323012.000000 Penalty: 3783.179932
	Iteration 82Q: 3 clusters Score -1.432301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 112594 members 
Entering Unmasked Estep 
Score: -14323013.000000 Penalty: 3783.179932
	Iteration 83Q: 3 clusters Score -1.432301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 112599 members 
Entering Unmasked Estep 
Score: -14323023.000000 Penalty: 3783.179932
	Iteration 84Q: 3 clusters Score -1.432302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -14323005.000000 Penalty: 3783.179932
	Iteration 85Q: 3 clusters Score -1.4323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -14322998.000000 Penalty: 3783.179932
	Iteration 86Q: 3 clusters Score -1.4323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -14323008.000000 Penalty: 3783.179932
	Iteration 87Q: 3 clusters Score -1.432301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 112624 members 
Entering Unmasked Estep 
Score: -14322990.000000 Penalty: 3783.179932
	Iteration 88Q: 3 clusters Score -1.432299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -14322983.000000 Penalty: 3783.179932
	Iteration 89Q: 3 clusters Score -1.432298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -14322983.000000 Penalty: 3783.179932
	Iteration 90F: 3 clusters Score -1.432298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Entering Unmasked Estep 
Score: -13362607.000000 Penalty: 1880.656006
	Iteration 0F: 2 clusters Score -1.336261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -13292578.000000 Penalty: 3761.312012
	Iteration 0F: 3 clusters Score -1.329258e+07 nChanged 51171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -13322486.000000 Penalty: 3761.312012
	Iteration 1F: 3 clusters Score -1.332249e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -13323362.000000 Penalty: 3761.312012
	Iteration 2Q: 3 clusters Score -1.332336e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -13324346.000000 Penalty: 3761.312012
	Iteration 3Q: 3 clusters Score -1.332435e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -13325838.000000 Penalty: 3761.312012
	Iteration 4Q: 3 clusters Score -1.332584e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -13328048.000000 Penalty: 3761.312012
	Iteration 5Q: 3 clusters Score -1.332805e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -13331353.000000 Penalty: 3761.312012
	Iteration 6F: 3 clusters Score -1.333135e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -13336394.000000 Penalty: 3761.312012
	Iteration 7F: 3 clusters Score -1.333639e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -13342241.000000 Penalty: 3761.312012
	Iteration 8F: 3 clusters Score -1.334224e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -13347047.000000 Penalty: 3761.312012
	Iteration 9F: 3 clusters Score -1.334705e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -13349632.000000 Penalty: 3761.312012
	Iteration 10Q: 3 clusters Score -1.334963e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -13350914.000000 Penalty: 3761.312012
	Iteration 11Q: 3 clusters Score -1.335091e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -13351692.000000 Penalty: 3761.312012
	Iteration 12Q: 3 clusters Score -1.335169e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -13352336.000000 Penalty: 3761.312012
	Iteration 13Q: 3 clusters Score -1.335234e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -13353068.000000 Penalty: 3761.312012
	Iteration 14Q: 3 clusters Score -1.335307e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -13353573.000000 Penalty: 3761.312012
	Iteration 15Q: 3 clusters Score -1.335357e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -13354084.000000 Penalty: 3761.312012
	Iteration 16Q: 3 clusters Score -1.335408e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -13354625.000000 Penalty: 3761.312012
	Iteration 17Q: 3 clusters Score -1.335462e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -13355145.000000 Penalty: 3761.312012
	Iteration 18Q: 3 clusters Score -1.335514e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -13355695.000000 Penalty: 3761.312012
	Iteration 19Q: 3 clusters Score -1.33557e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -13356184.000000 Penalty: 3761.312012
	Iteration 20F: 3 clusters Score -1.335618e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -13356589.000000 Penalty: 3761.312012
	Iteration 21Q: 3 clusters Score -1.335659e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -13357012.000000 Penalty: 3761.312012
	Iteration 22Q: 3 clusters Score -1.335701e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -13357284.000000 Penalty: 3761.312012
	Iteration 23Q: 3 clusters Score -1.335728e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -13357540.000000 Penalty: 3761.312012
	Iteration 24Q: 3 clusters Score -1.335754e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -13357794.000000 Penalty: 3761.312012
	Iteration 25Q: 3 clusters Score -1.335779e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -13358076.000000 Penalty: 3761.312012
	Iteration 26Q: 3 clusters Score -1.335808e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -13358352.000000 Penalty: 3761.312012
	Iteration 27Q: 3 clusters Score -1.335835e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -13358543.000000 Penalty: 3761.312012
	Iteration 28Q: 3 clusters Score -1.335854e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -13358825.000000 Penalty: 3761.312012
	Iteration 29Q: 3 clusters Score -1.335882e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -13359077.000000 Penalty: 3761.312012
	Iteration 30Q: 3 clusters Score -1.335908e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -13359400.000000 Penalty: 3761.312012
	Iteration 31Q: 3 clusters Score -1.33594e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -13359565.000000 Penalty: 3761.312012
	Iteration 32Q: 3 clusters Score -1.335956e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -13359763.000000 Penalty: 3761.312012
	Iteration 33Q: 3 clusters Score -1.335976e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -13359868.000000 Penalty: 3761.312012
	Iteration 34Q: 3 clusters Score -1.335987e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -13360052.000000 Penalty: 3761.312012
	Iteration 35Q: 3 clusters Score -1.336005e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -13360199.000000 Penalty: 3761.312012
	Iteration 36Q: 3 clusters Score -1.33602e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -13360315.000000 Penalty: 3761.312012
	Iteration 37Q: 3 clusters Score -1.336032e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 100616 members 
Entering Unmasked Estep 
Score: -13360477.000000 Penalty: 3761.312012
	Iteration 38Q: 3 clusters Score -1.336048e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -13360666.000000 Penalty: 3761.312012
	Iteration 39Q: 3 clusters Score -1.336067e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -13360801.000000 Penalty: 3761.312012
	Iteration 40F: 3 clusters Score -1.33608e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -13360923.000000 Penalty: 3761.312012
	Iteration 41Q: 3 clusters Score -1.336092e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -13360968.000000 Penalty: 3761.312012
	Iteration 42Q: 3 clusters Score -1.336097e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -13360966.000000 Penalty: 3761.312012
	Iteration 43Q: 3 clusters Score -1.336097e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -13361068.000000 Penalty: 3761.312012
	Iteration 44Q: 3 clusters Score -1.336107e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -13361159.000000 Penalty: 3761.312012
	Iteration 45Q: 3 clusters Score -1.336116e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -13361166.000000 Penalty: 3761.312012
	Iteration 46Q: 3 clusters Score -1.336117e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 103450 members 
Entering Unmasked Estep 
Score: -13361220.000000 Penalty: 3761.312012
	Iteration 47Q: 3 clusters Score -1.336122e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -13361199.000000 Penalty: 3761.312012
	Iteration 48Q: 3 clusters Score -1.33612e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -13361217.000000 Penalty: 3761.312012
	Iteration 49Q: 3 clusters Score -1.336122e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -13361226.000000 Penalty: 3761.312012
	Iteration 50Q: 3 clusters Score -1.336123e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -13361250.000000 Penalty: 3761.312012
	Iteration 51Q: 3 clusters Score -1.336125e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -13361267.000000 Penalty: 3761.312012
	Iteration 52Q: 3 clusters Score -1.336127e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -13361269.000000 Penalty: 3761.312012
	Iteration 53Q: 3 clusters Score -1.336127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -13361272.000000 Penalty: 3761.312012
	Iteration 54Q: 3 clusters Score -1.336127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -13361268.000000 Penalty: 3761.312012
	Iteration 55Q: 3 clusters Score -1.336127e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
Score: -13361300.000000 Penalty: 3761.312012
	Iteration 56Q: 3 clusters Score -1.33613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -13361312.000000 Penalty: 3761.312012
	Iteration 57Q: 3 clusters Score -1.336131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -13361306.000000 Penalty: 3761.312012
	Iteration 58Q: 3 clusters Score -1.336131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 104319 members 
Entering Unmasked Estep 
Score: -13361315.000000 Penalty: 3761.312012
	Iteration 59Q: 3 clusters Score -1.336132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -13361309.000000 Penalty: 3761.312012
	Iteration 60F: 3 clusters Score -1.336131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -13361318.000000 Penalty: 3761.312012
	Iteration 61Q: 3 clusters Score -1.336132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -13361346.000000 Penalty: 3761.312012
	Iteration 62Q: 3 clusters Score -1.336135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -13361350.000000 Penalty: 3761.312012
	Iteration 63Q: 3 clusters Score -1.336135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -13361326.000000 Penalty: 3761.312012
	Iteration 64Q: 3 clusters Score -1.336133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -13361328.000000 Penalty: 3761.312012
	Iteration 65Q: 3 clusters Score -1.336133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -13361323.000000 Penalty: 3761.312012
	Iteration 66Q: 3 clusters Score -1.336132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -13361317.000000 Penalty: 3761.312012
	Iteration 67Q: 3 clusters Score -1.336132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -13361324.000000 Penalty: 3761.312012
	Iteration 68Q: 3 clusters Score -1.336132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -13361301.000000 Penalty: 3761.312012
	Iteration 69Q: 3 clusters Score -1.33613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -13361309.000000 Penalty: 3761.312012
	Iteration 70Q: 3 clusters Score -1.336131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -13361316.000000 Penalty: 3761.312012
	Iteration 71Q: 3 clusters Score -1.336132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -13361308.000000 Penalty: 3761.312012
	Iteration 72Q: 3 clusters Score -1.336131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -13361311.000000 Penalty: 3761.312012
	Iteration 73Q: 3 clusters Score -1.336131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -13361311.000000 Penalty: 3761.312012
	Iteration 74Q: 3 clusters Score -1.336131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -13361311.000000 Penalty: 3761.312012
	Iteration 75Q: 3 clusters Score -1.336131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -13361306.000000 Penalty: 3761.312012
	Iteration 76Q: 3 clusters Score -1.336131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -13361313.000000 Penalty: 3761.312012
	Iteration 77Q: 3 clusters Score -1.336131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 104632 members 
Entering Unmasked Estep 
Score: -13361325.000000 Penalty: 3761.312012
	Iteration 78Q: 3 clusters Score -1.336132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -13361306.000000 Penalty: 3761.312012
	Iteration 79Q: 3 clusters Score -1.336131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -13361307.000000 Penalty: 3761.312012
	Iteration 80F: 3 clusters Score -1.336131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -13361304.000000 Penalty: 3761.312012
	Iteration 81Q: 3 clusters Score -1.33613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
Score: -13361299.000000 Penalty: 3761.312012
	Iteration 82Q: 3 clusters Score -1.33613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -13361314.000000 Penalty: 3761.312012
	Iteration 83Q: 3 clusters Score -1.336131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -13361302.000000 Penalty: 3761.312012
	Iteration 84Q: 3 clusters Score -1.33613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -13361308.000000 Penalty: 3761.312012
	Iteration 85Q: 3 clusters Score -1.336131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -13361316.000000 Penalty: 3761.312012
	Iteration 86Q: 3 clusters Score -1.336132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -13361309.000000 Penalty: 3761.312012
	Iteration 87Q: 3 clusters Score -1.336131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -13361311.000000 Penalty: 3761.312012
	Iteration 88Q: 3 clusters Score -1.336131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 104736 members 
Entering Unmasked Estep 
Score: -13361317.000000 Penalty: 3761.312012
	Iteration 89Q: 3 clusters Score -1.336132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 104740 members 
Entering Unmasked Estep 
Score: -13361320.000000 Penalty: 3761.312012
	Iteration 90Q: 3 clusters Score -1.336132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -13361325.000000 Penalty: 3761.312012
	Iteration 91Q: 3 clusters Score -1.336132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -13361322.000000 Penalty: 3761.312012
	Iteration 92Q: 3 clusters Score -1.336132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -13361324.000000 Penalty: 3761.312012
	Iteration 93Q: 3 clusters Score -1.336132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 104760 members 
Entering Unmasked Estep 
Score: -13361335.000000 Penalty: 3761.312012
	Iteration 94Q: 3 clusters Score -1.336134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -13361336.000000 Penalty: 3761.312012
	Iteration 95Q: 3 clusters Score -1.336134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 104779 members 
Entering Unmasked Estep 
Score: -13361321.000000 Penalty: 3761.312012
	Iteration 96Q: 3 clusters Score -1.336132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -13361329.000000 Penalty: 3761.312012
	Iteration 97Q: 3 clusters Score -1.336133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -13361318.000000 Penalty: 3761.312012
	Iteration 98Q: 3 clusters Score -1.336132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -13361323.000000 Penalty: 3761.312012
	Iteration 99Q: 3 clusters Score -1.336132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
Score: -13361323.000000 Penalty: 3761.312012
	Iteration 100F: 3 clusters Score -1.336132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -13361331.000000 Penalty: 3761.312012
	Iteration 101Q: 3 clusters Score -1.336133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 104810 members 
Entering Unmasked Estep 
Score: -13361322.000000 Penalty: 3761.312012
	Iteration 102Q: 3 clusters Score -1.336132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -13361334.000000 Penalty: 3761.312012
	Iteration 103Q: 3 clusters Score -1.336133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -13361352.000000 Penalty: 3761.312012
	Iteration 104Q: 3 clusters Score -1.336135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -13361350.000000 Penalty: 3761.312012
	Iteration 105Q: 3 clusters Score -1.336135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -13361361.000000 Penalty: 3761.312012
	Iteration 106Q: 3 clusters Score -1.336136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -13361360.000000 Penalty: 3761.312012
	Iteration 107Q: 3 clusters Score -1.336136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -13361363.000000 Penalty: 3761.312012
	Iteration 108Q: 3 clusters Score -1.336136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -13361364.000000 Penalty: 3761.312012
	Iteration 109Q: 3 clusters Score -1.336136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 104837 members 
Entering Unmasked Estep 
Score: -13361364.000000 Penalty: 3761.312012
	Iteration 110Q: 3 clusters Score -1.336136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 104837 members 
Entering Unmasked Estep 
Score: -13361364.000000 Penalty: 3761.312012
	Iteration 111F: 3 clusters Score -1.336136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Entering Unmasked Estep 
Score: -13622806.000000 Penalty: 1883.189575
	Iteration 0F: 2 clusters Score -1.362281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -13551164.000000 Penalty: 3766.379150
	Iteration 0F: 3 clusters Score -1.355116e+07 nChanged 51832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -13581454.000000 Penalty: 3766.379150
	Iteration 1F: 3 clusters Score -1.358145e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -13582282.000000 Penalty: 3766.379150
	Iteration 2Q: 3 clusters Score -1.358228e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -13583256.000000 Penalty: 3766.379150
	Iteration 3Q: 3 clusters Score -1.358326e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -13584549.000000 Penalty: 3766.379150
	Iteration 4Q: 3 clusters Score -1.358455e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -13586088.000000 Penalty: 3766.379150
	Iteration 5Q: 3 clusters Score -1.358609e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -13588732.000000 Penalty: 3766.379150
	Iteration 6Q: 3 clusters Score -1.358873e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -13592608.000000 Penalty: 3766.379150
	Iteration 7F: 3 clusters Score -1.359261e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -13597602.000000 Penalty: 3766.379150
	Iteration 8F: 3 clusters Score -1.35976e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -13602572.000000 Penalty: 3766.379150
	Iteration 9F: 3 clusters Score -1.360257e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -13605574.000000 Penalty: 3766.379150
	Iteration 10F: 3 clusters Score -1.360557e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -13606963.000000 Penalty: 3766.379150
	Iteration 11Q: 3 clusters Score -1.360696e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -13608041.000000 Penalty: 3766.379150
	Iteration 12Q: 3 clusters Score -1.360804e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -13608980.000000 Penalty: 3766.379150
	Iteration 13Q: 3 clusters Score -1.360898e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -13610050.000000 Penalty: 3766.379150
	Iteration 14Q: 3 clusters Score -1.361005e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -13611009.000000 Penalty: 3766.379150
	Iteration 15Q: 3 clusters Score -1.361101e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -13611997.000000 Penalty: 3766.379150
	Iteration 16Q: 3 clusters Score -1.3612e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -13612953.000000 Penalty: 3766.379150
	Iteration 17Q: 3 clusters Score -1.361295e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -13614017.000000 Penalty: 3766.379150
	Iteration 18Q: 3 clusters Score -1.361402e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -13615162.000000 Penalty: 3766.379150
	Iteration 19Q: 3 clusters Score -1.361516e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -13616192.000000 Penalty: 3766.379150
	Iteration 20F: 3 clusters Score -1.361619e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -13617085.000000 Penalty: 3766.379150
	Iteration 21Q: 3 clusters Score -1.361708e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -13617859.000000 Penalty: 3766.379150
	Iteration 22Q: 3 clusters Score -1.361786e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -13618571.000000 Penalty: 3766.379150
	Iteration 23Q: 3 clusters Score -1.361857e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -13619214.000000 Penalty: 3766.379150
	Iteration 24Q: 3 clusters Score -1.361921e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -13619698.000000 Penalty: 3766.379150
	Iteration 25Q: 3 clusters Score -1.36197e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -13620052.000000 Penalty: 3766.379150
	Iteration 26Q: 3 clusters Score -1.362005e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -13620328.000000 Penalty: 3766.379150
	Iteration 27Q: 3 clusters Score -1.362033e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -13620518.000000 Penalty: 3766.379150
	Iteration 28Q: 3 clusters Score -1.362052e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -13620795.000000 Penalty: 3766.379150
	Iteration 29Q: 3 clusters Score -1.36208e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -13621010.000000 Penalty: 3766.379150
	Iteration 30Q: 3 clusters Score -1.362101e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -13621140.000000 Penalty: 3766.379150
	Iteration 31Q: 3 clusters Score -1.362114e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -13621278.000000 Penalty: 3766.379150
	Iteration 32Q: 3 clusters Score -1.362128e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -13621392.000000 Penalty: 3766.379150
	Iteration 33Q: 3 clusters Score -1.362139e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -13621423.000000 Penalty: 3766.379150
	Iteration 34Q: 3 clusters Score -1.362142e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -13621459.000000 Penalty: 3766.379150
	Iteration 35Q: 3 clusters Score -1.362146e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -13621493.000000 Penalty: 3766.379150
	Iteration 36Q: 3 clusters Score -1.362149e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -13621511.000000 Penalty: 3766.379150
	Iteration 37Q: 3 clusters Score -1.362151e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -13621510.000000 Penalty: 3766.379150
	Iteration 38Q: 3 clusters Score -1.362151e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -13621563.000000 Penalty: 3766.379150
	Iteration 39Q: 3 clusters Score -1.362156e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -13621559.000000 Penalty: 3766.379150
	Iteration 40F: 3 clusters Score -1.362156e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -13621586.000000 Penalty: 3766.379150
	Iteration 41Q: 3 clusters Score -1.362159e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -13621655.000000 Penalty: 3766.379150
	Iteration 42Q: 3 clusters Score -1.362166e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 105521 members 
Entering Unmasked Estep 
Score: -13621677.000000 Penalty: 3766.379150
	Iteration 43Q: 3 clusters Score -1.362168e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -13621699.000000 Penalty: 3766.379150
	Iteration 44Q: 3 clusters Score -1.36217e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -13621708.000000 Penalty: 3766.379150
	Iteration 45Q: 3 clusters Score -1.362171e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -13621705.000000 Penalty: 3766.379150
	Iteration 46Q: 3 clusters Score -1.36217e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -13621700.000000 Penalty: 3766.379150
	Iteration 47Q: 3 clusters Score -1.36217e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -13621720.000000 Penalty: 3766.379150
	Iteration 48Q: 3 clusters Score -1.362172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -13621720.000000 Penalty: 3766.379150
	Iteration 49Q: 3 clusters Score -1.362172e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -13621727.000000 Penalty: 3766.379150
	Iteration 50Q: 3 clusters Score -1.362173e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -13621758.000000 Penalty: 3766.379150
	Iteration 51Q: 3 clusters Score -1.362176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -13621756.000000 Penalty: 3766.379150
	Iteration 52Q: 3 clusters Score -1.362176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -13621751.000000 Penalty: 3766.379150
	Iteration 53Q: 3 clusters Score -1.362175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -13621753.000000 Penalty: 3766.379150
	Iteration 54Q: 3 clusters Score -1.362175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 106083 members 
Entering Unmasked Estep 
Score: -13621742.000000 Penalty: 3766.379150
	Iteration 55Q: 3 clusters Score -1.362174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -13621743.000000 Penalty: 3766.379150
	Iteration 56Q: 3 clusters Score -1.362174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 106100 members 
Entering Unmasked Estep 
Score: -13621748.000000 Penalty: 3766.379150
	Iteration 57Q: 3 clusters Score -1.362175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -13621762.000000 Penalty: 3766.379150
	Iteration 58Q: 3 clusters Score -1.362176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -13621767.000000 Penalty: 3766.379150
	Iteration 59Q: 3 clusters Score -1.362177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -13621766.000000 Penalty: 3766.379150
	Iteration 60F: 3 clusters Score -1.362177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -13621778.000000 Penalty: 3766.379150
	Iteration 61Q: 3 clusters Score -1.362178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -13621775.000000 Penalty: 3766.379150
	Iteration 62Q: 3 clusters Score -1.362178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -13621771.000000 Penalty: 3766.379150
	Iteration 63Q: 3 clusters Score -1.362177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -13621775.000000 Penalty: 3766.379150
	Iteration 64Q: 3 clusters Score -1.362178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -13621768.000000 Penalty: 3766.379150
	Iteration 65Q: 3 clusters Score -1.362177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 106130 members 
Entering Unmasked Estep 
Score: -13621778.000000 Penalty: 3766.379150
	Iteration 66Q: 3 clusters Score -1.362178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -13621767.000000 Penalty: 3766.379150
	Iteration 67Q: 3 clusters Score -1.362177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -13621764.000000 Penalty: 3766.379150
	Iteration 68Q: 3 clusters Score -1.362176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -13621769.000000 Penalty: 3766.379150
	Iteration 69Q: 3 clusters Score -1.362177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -13621762.000000 Penalty: 3766.379150
	Iteration 70Q: 3 clusters Score -1.362176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -13621759.000000 Penalty: 3766.379150
	Iteration 71Q: 3 clusters Score -1.362176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -13621768.000000 Penalty: 3766.379150
	Iteration 72Q: 3 clusters Score -1.362177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -13621764.000000 Penalty: 3766.379150
	Iteration 73Q: 3 clusters Score -1.362176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 106162 members 
Entering Unmasked Estep 
Score: -13621766.000000 Penalty: 3766.379150
	Iteration 74Q: 3 clusters Score -1.362177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -13621776.000000 Penalty: 3766.379150
	Iteration 75Q: 3 clusters Score -1.362178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -13621772.000000 Penalty: 3766.379150
	Iteration 76Q: 3 clusters Score -1.362177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -13621772.000000 Penalty: 3766.379150
	Iteration 77F: 3 clusters Score -1.362177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -32889.996094 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -32890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32086.048828 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -32086.05 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32423.625000 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -32423.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32640.072266 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -32640.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32825.730469 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -32825.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32941.437500 Penalty: 1943.137817
	Iteration 4F: 3 clusters Score -32941.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33006.265625 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -33006.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33051.492188 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -33051.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33065.863281 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -33065.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33080.710938 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -33080.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33081.390625 Penalty: 1943.137817
	Iteration 9Q: 3 clusters Score -33081.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33081.390625 Penalty: 1943.137817
	Iteration 10F: 3 clusters Score -33081.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113613 members 
Mstep: Class 7 contains 106220 members 
Mstep: Class 8 contains 107889 members 
Mstep: Class 9 contains 124 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 14226 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42162 members 
Mstep: Class 17 contains 90004 members 
Mstep: Class 18 contains 93827 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112227 members 
Mstep: Class 23 contains 106338 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52543 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14278 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 110719 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15865 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7211 members 
Mstep: Class 42 contains 271 members 
Entering Unmasked Estep 
Score: -141743696.000000 Penalty: 95283.945312
Splitting cluster 9 changes total score from -141744736.000000 to -141743696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -724264.562500 Penalty: 1414.992798
	Iteration 0F: 2 clusters Score -724264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -719791.812500 Penalty: 2829.985596
	Iteration 0F: 3 clusters Score -719791.8 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -721800.187500 Penalty: 2829.985596
	Iteration 1F: 3 clusters Score -721800.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -722532.375000 Penalty: 2829.985596
	Iteration 2F: 3 clusters Score -722532.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -723111.437500 Penalty: 2829.985596
	Iteration 3F: 3 clusters Score -723111.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -723481.312500 Penalty: 2829.985596
	Iteration 4F: 3 clusters Score -723481.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -723701.562500 Penalty: 2829.985596
	Iteration 5F: 3 clusters Score -723701.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -723822.687500 Penalty: 2829.985596
	Iteration 6Q: 3 clusters Score -723822.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -723888.687500 Penalty: 2829.985596
	Iteration 7Q: 3 clusters Score -723888.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -723945.375000 Penalty: 2829.985596
	Iteration 8Q: 3 clusters Score -723945.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -723982.500000 Penalty: 2829.985596
	Iteration 9Q: 3 clusters Score -723982.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -724010.625000 Penalty: 2829.985596
	Iteration 10Q: 3 clusters Score -724010.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -724036.187500 Penalty: 2829.985596
	Iteration 11Q: 3 clusters Score -724036.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -724054.437500 Penalty: 2829.985596
	Iteration 12Q: 3 clusters Score -724054.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -724069.562500 Penalty: 2829.985596
	Iteration 13Q: 3 clusters Score -724069.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -724083.125000 Penalty: 2829.985596
	Iteration 14Q: 3 clusters Score -724083.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -724093.687500 Penalty: 2829.985596
	Iteration 15Q: 3 clusters Score -724093.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -724099.812500 Penalty: 2829.985596
	Iteration 16Q: 3 clusters Score -724099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -724106.125000 Penalty: 2829.985596
	Iteration 17Q: 3 clusters Score -724106.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -724114.250000 Penalty: 2829.985596
	Iteration 18Q: 3 clusters Score -724114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -724119.250000 Penalty: 2829.985596
	Iteration 19Q: 3 clusters Score -724119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -724123.562500 Penalty: 2829.985596
	Iteration 20F: 3 clusters Score -724123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -724128.750000 Penalty: 2829.985596
	Iteration 21Q: 3 clusters Score -724128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -724133.437500 Penalty: 2829.985596
	Iteration 22Q: 3 clusters Score -724133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -724139.687500 Penalty: 2829.985596
	Iteration 23Q: 3 clusters Score -724139.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -724144.562500 Penalty: 2829.985596
	Iteration 24Q: 3 clusters Score -724144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -724152.062500 Penalty: 2829.985596
	Iteration 25Q: 3 clusters Score -724152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -724157.000000 Penalty: 2829.985596
	Iteration 26Q: 3 clusters Score -724157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -724163.312500 Penalty: 2829.985596
	Iteration 27Q: 3 clusters Score -724163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -724167.187500 Penalty: 2829.985596
	Iteration 28Q: 3 clusters Score -724167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -724169.812500 Penalty: 2829.985596
	Iteration 29Q: 3 clusters Score -724169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -724169.062500 Penalty: 2829.985596
	Iteration 30Q: 3 clusters Score -724169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -724173.312500 Penalty: 2829.985596
	Iteration 31Q: 3 clusters Score -724173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -724172.875000 Penalty: 2829.985596
	Iteration 32Q: 3 clusters Score -724172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -724173.750000 Penalty: 2829.985596
	Iteration 33Q: 3 clusters Score -724173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -724173.750000 Penalty: 2829.985596
	Iteration 34F: 3 clusters Score -724173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -30658.904297 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -30658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29795.292969 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -29795.29 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30118.250000 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -30118.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30172.890625 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -30172.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30192.714844 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -30192.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30207.082031 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -30207.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30229.539062 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -30229.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30241.666016 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -30241.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30248.578125 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -30248.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30249.574219 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -30249.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30251.281250 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -30251.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30251.281250 Penalty: 1927.979736
	Iteration 10F: 3 clusters Score -30251.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Entering Unmasked Estep 
Score: -1160530.250000 Penalty: 1486.400757
	Iteration 0F: 2 clusters Score -1160530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1153774.875000 Penalty: 2972.801514
	Iteration 0F: 3 clusters Score -1153775 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1156036.250000 Penalty: 2972.801514
	Iteration 1F: 3 clusters Score -1156036 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1156451.750000 Penalty: 2972.801514
	Iteration 2F: 3 clusters Score -1156452 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1156831.125000 Penalty: 2972.801514
	Iteration 3F: 3 clusters Score -1156831 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1157206.125000 Penalty: 2972.801514
	Iteration 4F: 3 clusters Score -1157206 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1157545.125000 Penalty: 2972.801514
	Iteration 5F: 3 clusters Score -1157545 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1157871.875000 Penalty: 2972.801514
	Iteration 6F: 3 clusters Score -1157872 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1158209.250000 Penalty: 2972.801514
	Iteration 7F: 3 clusters Score -1158209 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1158548.875000 Penalty: 2972.801514
	Iteration 8F: 3 clusters Score -1158549 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1158909.125000 Penalty: 2972.801514
	Iteration 9F: 3 clusters Score -1158909 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1159205.375000 Penalty: 2972.801514
	Iteration 10Q: 3 clusters Score -1159205 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1159464.000000 Penalty: 2972.801514
	Iteration 11Q: 3 clusters Score -1159464 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1159648.000000 Penalty: 2972.801514
	Iteration 12Q: 3 clusters Score -1159648 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1159782.625000 Penalty: 2972.801514
	Iteration 13Q: 3 clusters Score -1159783 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1159901.125000 Penalty: 2972.801514
	Iteration 14Q: 3 clusters Score -1159901 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1160007.000000 Penalty: 2972.801514
	Iteration 15Q: 3 clusters Score -1160007 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1160070.000000 Penalty: 2972.801514
	Iteration 16Q: 3 clusters Score -1160070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1160113.500000 Penalty: 2972.801514
	Iteration 17Q: 3 clusters Score -1160114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1160145.125000 Penalty: 2972.801514
	Iteration 18Q: 3 clusters Score -1160145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1160174.750000 Penalty: 2972.801514
	Iteration 19Q: 3 clusters Score -1160175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1160197.375000 Penalty: 2972.801514
	Iteration 20F: 3 clusters Score -1160197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1160207.625000 Penalty: 2972.801514
	Iteration 21Q: 3 clusters Score -1160208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1160210.625000 Penalty: 2972.801514
	Iteration 22Q: 3 clusters Score -1160211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1160216.000000 Penalty: 2972.801514
	Iteration 23Q: 3 clusters Score -1160216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1160221.000000 Penalty: 2972.801514
	Iteration 24Q: 3 clusters Score -1160221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1160223.125000 Penalty: 2972.801514
	Iteration 25Q: 3 clusters Score -1160223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1160223.500000 Penalty: 2972.801514
	Iteration 26Q: 3 clusters Score -1160224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1160225.250000 Penalty: 2972.801514
	Iteration 27Q: 3 clusters Score -1160225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1160229.750000 Penalty: 2972.801514
	Iteration 28Q: 3 clusters Score -1160230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1160229.000000 Penalty: 2972.801514
	Iteration 29Q: 3 clusters Score -1160229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1160229.375000 Penalty: 2972.801514
	Iteration 30Q: 3 clusters Score -1160229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1160229.875000 Penalty: 2972.801514
	Iteration 31Q: 3 clusters Score -1160230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1160229.875000 Penalty: 2972.801514
	Iteration 32F: 3 clusters Score -1160230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Entering Unmasked Estep 
Score: -1743730.625000 Penalty: 1553.959229
	Iteration 0F: 2 clusters Score -1743731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1733867.500000 Penalty: 3107.918457
	Iteration 0F: 3 clusters Score -1733868 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1737214.250000 Penalty: 3107.918457
	Iteration 1F: 3 clusters Score -1737214 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1737505.500000 Penalty: 3107.918457
	Iteration 2F: 3 clusters Score -1737506 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1737745.875000 Penalty: 3107.918457
	Iteration 3Q: 3 clusters Score -1737746 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1738017.750000 Penalty: 3107.918457
	Iteration 4Q: 3 clusters Score -1738018 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1738325.125000 Penalty: 3107.918457
	Iteration 5Q: 3 clusters Score -1738325 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1738726.625000 Penalty: 3107.918457
	Iteration 6F: 3 clusters Score -1738727 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1739168.375000 Penalty: 3107.918457
	Iteration 7F: 3 clusters Score -1739168 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1739703.250000 Penalty: 3107.918457
	Iteration 8F: 3 clusters Score -1739703 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1740297.875000 Penalty: 3107.918457
	Iteration 9F: 3 clusters Score -1740298 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1740880.250000 Penalty: 3107.918457
	Iteration 10F: 3 clusters Score -1740880 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1741364.500000 Penalty: 3107.918457
	Iteration 11Q: 3 clusters Score -1741364 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1741775.500000 Penalty: 3107.918457
	Iteration 12Q: 3 clusters Score -1741776 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1742065.250000 Penalty: 3107.918457
	Iteration 13Q: 3 clusters Score -1742065 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1742276.750000 Penalty: 3107.918457
	Iteration 14Q: 3 clusters Score -1742277 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1742403.500000 Penalty: 3107.918457
	Iteration 15Q: 3 clusters Score -1742404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1742462.125000 Penalty: 3107.918457
	Iteration 16Q: 3 clusters Score -1742462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1742501.000000 Penalty: 3107.918457
	Iteration 17Q: 3 clusters Score -1742501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1742526.250000 Penalty: 3107.918457
	Iteration 18Q: 3 clusters Score -1742526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1742550.500000 Penalty: 3107.918457
	Iteration 19Q: 3 clusters Score -1742550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1742559.375000 Penalty: 3107.918457
	Iteration 20F: 3 clusters Score -1742559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1742562.125000 Penalty: 3107.918457
	Iteration 21Q: 3 clusters Score -1742562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1742564.750000 Penalty: 3107.918457
	Iteration 22Q: 3 clusters Score -1742565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1742571.125000 Penalty: 3107.918457
	Iteration 23Q: 3 clusters Score -1742571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1742572.250000 Penalty: 3107.918457
	Iteration 24Q: 3 clusters Score -1742572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1742574.250000 Penalty: 3107.918457
	Iteration 25Q: 3 clusters Score -1742574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1742573.000000 Penalty: 3107.918457
	Iteration 26Q: 3 clusters Score -1742573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1742573.000000 Penalty: 3107.918457
	Iteration 27F: 3 clusters Score -1742573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -859291.500000 Penalty: 1445.049316
	Iteration 0F: 2 clusters Score -859291.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -853856.125000 Penalty: 2890.098633
	Iteration 0F: 3 clusters Score -853856.1 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -855585.437500 Penalty: 2890.098633
	Iteration 1F: 3 clusters Score -855585.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -855943.062500 Penalty: 2890.098633
	Iteration 2F: 3 clusters Score -855943.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -856269.500000 Penalty: 2890.098633
	Iteration 3F: 3 clusters Score -856269.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -856544.812500 Penalty: 2890.098633
	Iteration 4F: 3 clusters Score -856544.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -856782.687500 Penalty: 2890.098633
	Iteration 5F: 3 clusters Score -856782.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -856992.625000 Penalty: 2890.098633
	Iteration 6Q: 3 clusters Score -856992.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -857187.375000 Penalty: 2890.098633
	Iteration 7Q: 3 clusters Score -857187.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -857364.250000 Penalty: 2890.098633
	Iteration 8Q: 3 clusters Score -857364.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -857524.875000 Penalty: 2890.098633
	Iteration 9Q: 3 clusters Score -857524.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -857649.875000 Penalty: 2890.098633
	Iteration 10Q: 3 clusters Score -857649.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -857770.125000 Penalty: 2890.098633
	Iteration 11Q: 3 clusters Score -857770.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -857862.312500 Penalty: 2890.098633
	Iteration 12Q: 3 clusters Score -857862.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -857969.562500 Penalty: 2890.098633
	Iteration 13Q: 3 clusters Score -857969.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -858052.312500 Penalty: 2890.098633
	Iteration 14Q: 3 clusters Score -858052.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -858123.562500 Penalty: 2890.098633
	Iteration 15Q: 3 clusters Score -858123.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -858187.500000 Penalty: 2890.098633
	Iteration 16Q: 3 clusters Score -858187.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -858246.750000 Penalty: 2890.098633
	Iteration 17Q: 3 clusters Score -858246.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -858288.000000 Penalty: 2890.098633
	Iteration 18Q: 3 clusters Score -858288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -858319.250000 Penalty: 2890.098633
	Iteration 19Q: 3 clusters Score -858319.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -858336.125000 Penalty: 2890.098633
	Iteration 20F: 3 clusters Score -858336.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -858352.250000 Penalty: 2890.098633
	Iteration 21Q: 3 clusters Score -858352.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -858367.625000 Penalty: 2890.098633
	Iteration 22Q: 3 clusters Score -858367.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -858377.187500 Penalty: 2890.098633
	Iteration 23Q: 3 clusters Score -858377.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -858381.062500 Penalty: 2890.098633
	Iteration 24Q: 3 clusters Score -858381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -858384.500000 Penalty: 2890.098633
	Iteration 25Q: 3 clusters Score -858384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -858389.187500 Penalty: 2890.098633
	Iteration 26Q: 3 clusters Score -858389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -858390.750000 Penalty: 2890.098633
	Iteration 27Q: 3 clusters Score -858390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -858393.812500 Penalty: 2890.098633
	Iteration 28Q: 3 clusters Score -858393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -858396.062500 Penalty: 2890.098633
	Iteration 29Q: 3 clusters Score -858396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -858401.812500 Penalty: 2890.098633
	Iteration 30Q: 3 clusters Score -858401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -858402.625000 Penalty: 2890.098633
	Iteration 31Q: 3 clusters Score -858402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -858413.250000 Penalty: 2890.098633
	Iteration 32Q: 3 clusters Score -858413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -858416.312500 Penalty: 2890.098633
	Iteration 33Q: 3 clusters Score -858416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -858417.812500 Penalty: 2890.098633
	Iteration 34Q: 3 clusters Score -858417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -858417.562500 Penalty: 2890.098633
	Iteration 35Q: 3 clusters Score -858417.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -858417.562500 Penalty: 2890.098633
	Iteration 36F: 3 clusters Score -858417.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -394641.968750 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -394642 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 1650 members 
Entering Unmasked Estep 
Score: -391743.812500 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -391743.8 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -392650.031250 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -392650 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -392999.406250 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -392999.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -393271.531250 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -393271.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -393520.031250 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -393520 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -393731.875000 Penalty: 2631.762451
	Iteration 5F: 3 clusters Score -393731.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -393885.125000 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -393885.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -393956.656250 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -393956.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -393989.156250 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -393989.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -394001.093750 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -394001.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -394009.093750 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -394009.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -394017.500000 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -394017.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -394026.812500 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -394026.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -394038.312500 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -394038.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -394046.218750 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -394046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -394050.875000 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -394050.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -394055.968750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -394056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -394057.562500 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -394057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -394060.906250 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -394060.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -394064.000000 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -394064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -394069.125000 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -394069.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -394074.437500 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -394074.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -394077.812500 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -394077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -394081.937500 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -394081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -394085.062500 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -394085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -394086.781250 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -394086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -394088.906250 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -394088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -394089.906250 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -394089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -394089.750000 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -394089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -394090.281250 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -394090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -394091.500000 Penalty: 2631.762451
	Iteration 30Q: 3 clusters Score -394091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -394091.500000 Penalty: 2631.762451
	Iteration 31F: 3 clusters Score -394091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Entering Unmasked Estep 
Score: -5339866.500000 Penalty: 1730.507202
	Iteration 0F: 2 clusters Score -5339866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5311497.500000 Penalty: 3461.014404
	Iteration 0F: 3 clusters Score -5311498 nChanged 19625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -5322533.000000 Penalty: 3461.014404
	Iteration 1F: 3 clusters Score -5322533 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5322978.500000 Penalty: 3461.014404
	Iteration 2Q: 3 clusters Score -5322978 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -5323466.500000 Penalty: 3461.014404
	Iteration 3Q: 3 clusters Score -5323466 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5324000.500000 Penalty: 3461.014404
	Iteration 4Q: 3 clusters Score -5324000 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -5324666.500000 Penalty: 3461.014404
	Iteration 5Q: 3 clusters Score -5324666 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -5325631.500000 Penalty: 3461.014404
	Iteration 6Q: 3 clusters Score -5325632 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5327038.500000 Penalty: 3461.014404
	Iteration 7F: 3 clusters Score -5327038 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -5328907.000000 Penalty: 3461.014404
	Iteration 8F: 3 clusters Score -5328907 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -5331052.000000 Penalty: 3461.014404
	Iteration 9F: 3 clusters Score -5331052 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -5333105.000000 Penalty: 3461.014404
	Iteration 10F: 3 clusters Score -5333105 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5334716.500000 Penalty: 3461.014404
	Iteration 11Q: 3 clusters Score -5334716 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -5335958.500000 Penalty: 3461.014404
	Iteration 12Q: 3 clusters Score -5335958 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5336692.500000 Penalty: 3461.014404
	Iteration 13Q: 3 clusters Score -5336692 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5337202.000000 Penalty: 3461.014404
	Iteration 14Q: 3 clusters Score -5337202 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5337517.000000 Penalty: 3461.014404
	Iteration 15Q: 3 clusters Score -5337517 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5337765.500000 Penalty: 3461.014404
	Iteration 16Q: 3 clusters Score -5337766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5337934.000000 Penalty: 3461.014404
	Iteration 17Q: 3 clusters Score -5337934 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5338030.500000 Penalty: 3461.014404
	Iteration 18Q: 3 clusters Score -5338030 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5338106.000000 Penalty: 3461.014404
	Iteration 19Q: 3 clusters Score -5338106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5338171.000000 Penalty: 3461.014404
	Iteration 20F: 3 clusters Score -5338171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5338212.000000 Penalty: 3461.014404
	Iteration 21Q: 3 clusters Score -5338212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5338243.000000 Penalty: 3461.014404
	Iteration 22Q: 3 clusters Score -5338243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5338261.000000 Penalty: 3461.014404
	Iteration 23Q: 3 clusters Score -5338261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5338288.500000 Penalty: 3461.014404
	Iteration 24Q: 3 clusters Score -5338288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5338321.500000 Penalty: 3461.014404
	Iteration 25Q: 3 clusters Score -5338322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5338349.500000 Penalty: 3461.014404
	Iteration 26Q: 3 clusters Score -5338350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5338376.500000 Penalty: 3461.014404
	Iteration 27Q: 3 clusters Score -5338376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5338383.000000 Penalty: 3461.014404
	Iteration 28Q: 3 clusters Score -5338383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5338407.000000 Penalty: 3461.014404
	Iteration 29Q: 3 clusters Score -5338407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5338411.500000 Penalty: 3461.014404
	Iteration 30Q: 3 clusters Score -5338412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5338422.500000 Penalty: 3461.014404
	Iteration 31Q: 3 clusters Score -5338422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5338429.000000 Penalty: 3461.014404
	Iteration 32Q: 3 clusters Score -5338429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5338428.500000 Penalty: 3461.014404
	Iteration 33Q: 3 clusters Score -5338428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5338441.500000 Penalty: 3461.014404
	Iteration 34Q: 3 clusters Score -5338442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5338449.000000 Penalty: 3461.014404
	Iteration 35Q: 3 clusters Score -5338449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5338461.500000 Penalty: 3461.014404
	Iteration 36Q: 3 clusters Score -5338462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5338460.000000 Penalty: 3461.014404
	Iteration 37Q: 3 clusters Score -5338460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5338470.500000 Penalty: 3461.014404
	Iteration 38Q: 3 clusters Score -5338470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5338478.000000 Penalty: 3461.014404
	Iteration 39Q: 3 clusters Score -5338478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5338484.500000 Penalty: 3461.014404
	Iteration 40F: 3 clusters Score -5338484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5338483.500000 Penalty: 3461.014404
	Iteration 41Q: 3 clusters Score -5338484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5338489.000000 Penalty: 3461.014404
	Iteration 42Q: 3 clusters Score -5338489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5338499.500000 Penalty: 3461.014404
	Iteration 43Q: 3 clusters Score -5338500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5338504.500000 Penalty: 3461.014404
	Iteration 44Q: 3 clusters Score -5338504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5338517.000000 Penalty: 3461.014404
	Iteration 45Q: 3 clusters Score -5338517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5338521.000000 Penalty: 3461.014404
	Iteration 46Q: 3 clusters Score -5338521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5338522.500000 Penalty: 3461.014404
	Iteration 47Q: 3 clusters Score -5338522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5338523.000000 Penalty: 3461.014404
	Iteration 48Q: 3 clusters Score -5338523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5338520.000000 Penalty: 3461.014404
	Iteration 49Q: 3 clusters Score -5338520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5338533.000000 Penalty: 3461.014404
	Iteration 50Q: 3 clusters Score -5338533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5338539.500000 Penalty: 3461.014404
	Iteration 51Q: 3 clusters Score -5338540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5338545.500000 Penalty: 3461.014404
	Iteration 52Q: 3 clusters Score -5338546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5338546.500000 Penalty: 3461.014404
	Iteration 53Q: 3 clusters Score -5338546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5338544.500000 Penalty: 3461.014404
	Iteration 54Q: 3 clusters Score -5338544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 3461.014404
	Iteration 55Q: 3 clusters Score -5338550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5338553.000000 Penalty: 3461.014404
	Iteration 56Q: 3 clusters Score -5338553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5338560.000000 Penalty: 3461.014404
	Iteration 57Q: 3 clusters Score -5338560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5338561.000000 Penalty: 3461.014404
	Iteration 58Q: 3 clusters Score -5338561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5338563.500000 Penalty: 3461.014404
	Iteration 59Q: 3 clusters Score -5338564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5338567.000000 Penalty: 3461.014404
	Iteration 60F: 3 clusters Score -5338567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (90004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Entering Unmasked Estep 
Score: -11440437.000000 Penalty: 1853.736450
	Iteration 0F: 2 clusters Score -1.144044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -11380670.000000 Penalty: 3707.472900
	Iteration 0F: 3 clusters Score -1.138067e+07 nChanged 43068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -11405806.000000 Penalty: 3707.472900
	Iteration 1F: 3 clusters Score -1.140581e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -11406697.000000 Penalty: 3707.472900
	Iteration 2Q: 3 clusters Score -1.14067e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -11407959.000000 Penalty: 3707.472900
	Iteration 3Q: 3 clusters Score -1.140796e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -11409877.000000 Penalty: 3707.472900
	Iteration 4Q: 3 clusters Score -1.140988e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -11413038.000000 Penalty: 3707.472900
	Iteration 5F: 3 clusters Score -1.141304e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -11417740.000000 Penalty: 3707.472900
	Iteration 6F: 3 clusters Score -1.141774e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -11423173.000000 Penalty: 3707.472900
	Iteration 7F: 3 clusters Score -1.142317e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -11428193.000000 Penalty: 3707.472900
	Iteration 8F: 3 clusters Score -1.142819e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -11432116.000000 Penalty: 3707.472900
	Iteration 9Q: 3 clusters Score -1.143212e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -11434885.000000 Penalty: 3707.472900
	Iteration 10Q: 3 clusters Score -1.143488e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -11436486.000000 Penalty: 3707.472900
	Iteration 11Q: 3 clusters Score -1.143649e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -11437544.000000 Penalty: 3707.472900
	Iteration 12Q: 3 clusters Score -1.143754e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11438097.000000 Penalty: 3707.472900
	Iteration 13Q: 3 clusters Score -1.14381e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11438412.000000 Penalty: 3707.472900
	Iteration 14Q: 3 clusters Score -1.143841e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11438577.000000 Penalty: 3707.472900
	Iteration 15Q: 3 clusters Score -1.143858e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11438713.000000 Penalty: 3707.472900
	Iteration 16Q: 3 clusters Score -1.143871e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11438764.000000 Penalty: 3707.472900
	Iteration 17Q: 3 clusters Score -1.143876e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11438796.000000 Penalty: 3707.472900
	Iteration 18Q: 3 clusters Score -1.14388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11438813.000000 Penalty: 3707.472900
	Iteration 19Q: 3 clusters Score -1.143881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11438837.000000 Penalty: 3707.472900
	Iteration 20F: 3 clusters Score -1.143884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11438847.000000 Penalty: 3707.472900
	Iteration 21Q: 3 clusters Score -1.143885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11438857.000000 Penalty: 3707.472900
	Iteration 22Q: 3 clusters Score -1.143886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11438858.000000 Penalty: 3707.472900
	Iteration 23Q: 3 clusters Score -1.143886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11438862.000000 Penalty: 3707.472900
	Iteration 24Q: 3 clusters Score -1.143886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11438872.000000 Penalty: 3707.472900
	Iteration 25Q: 3 clusters Score -1.143887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11438882.000000 Penalty: 3707.472900
	Iteration 26Q: 3 clusters Score -1.143888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11438882.000000 Penalty: 3707.472900
	Iteration 27Q: 3 clusters Score -1.143888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11438879.000000 Penalty: 3707.472900
	Iteration 28Q: 3 clusters Score -1.143888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11438879.000000 Penalty: 3707.472900
	Iteration 29Q: 3 clusters Score -1.143888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11438886.000000 Penalty: 3707.472900
	Iteration 30Q: 3 clusters Score -1.143889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11438882.000000 Penalty: 3707.472900
	Iteration 31Q: 3 clusters Score -1.143888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11438888.000000 Penalty: 3707.472900
	Iteration 32Q: 3 clusters Score -1.143889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11438896.000000 Penalty: 3707.472900
	Iteration 33Q: 3 clusters Score -1.14389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11438891.000000 Penalty: 3707.472900
	Iteration 34Q: 3 clusters Score -1.143889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11438894.000000 Penalty: 3707.472900
	Iteration 35Q: 3 clusters Score -1.143889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11438896.000000 Penalty: 3707.472900
	Iteration 36Q: 3 clusters Score -1.14389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11438896.000000 Penalty: 3707.472900
	Iteration 37F: 3 clusters Score -1.14389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Entering Unmasked Estep 
Score: -11590690.000000 Penalty: 1860.496338
	Iteration 0F: 2 clusters Score -1.159069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -11528791.000000 Penalty: 3720.992676
	Iteration 0F: 3 clusters Score -1.152879e+07 nChanged 44864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -11554432.000000 Penalty: 3720.992676
	Iteration 1F: 3 clusters Score -1.155443e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -11555352.000000 Penalty: 3720.992676
	Iteration 2Q: 3 clusters Score -1.155535e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -11556357.000000 Penalty: 3720.992676
	Iteration 3Q: 3 clusters Score -1.155636e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -11557591.000000 Penalty: 3720.992676
	Iteration 4Q: 3 clusters Score -1.155759e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -11559204.000000 Penalty: 3720.992676
	Iteration 5Q: 3 clusters Score -1.15592e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -11561081.000000 Penalty: 3720.992676
	Iteration 6Q: 3 clusters Score -1.156108e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -11563345.000000 Penalty: 3720.992676
	Iteration 7Q: 3 clusters Score -1.156334e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -11566054.000000 Penalty: 3720.992676
	Iteration 8F: 3 clusters Score -1.156605e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -11569084.000000 Penalty: 3720.992676
	Iteration 9F: 3 clusters Score -1.156908e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -11572361.000000 Penalty: 3720.992676
	Iteration 10F: 3 clusters Score -1.157236e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -11574851.000000 Penalty: 3720.992676
	Iteration 11Q: 3 clusters Score -1.157485e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -11576514.000000 Penalty: 3720.992676
	Iteration 12Q: 3 clusters Score -1.157651e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -11577604.000000 Penalty: 3720.992676
	Iteration 13Q: 3 clusters Score -1.15776e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -11578381.000000 Penalty: 3720.992676
	Iteration 14Q: 3 clusters Score -1.157838e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -11579093.000000 Penalty: 3720.992676
	Iteration 15Q: 3 clusters Score -1.157909e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -11579780.000000 Penalty: 3720.992676
	Iteration 16Q: 3 clusters Score -1.157978e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -11580538.000000 Penalty: 3720.992676
	Iteration 17Q: 3 clusters Score -1.158054e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -11581217.000000 Penalty: 3720.992676
	Iteration 18Q: 3 clusters Score -1.158122e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -11581946.000000 Penalty: 3720.992676
	Iteration 19Q: 3 clusters Score -1.158195e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -11582642.000000 Penalty: 3720.992676
	Iteration 20F: 3 clusters Score -1.158264e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -11583229.000000 Penalty: 3720.992676
	Iteration 21Q: 3 clusters Score -1.158323e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -11583670.000000 Penalty: 3720.992676
	Iteration 22Q: 3 clusters Score -1.158367e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -11584046.000000 Penalty: 3720.992676
	Iteration 23Q: 3 clusters Score -1.158405e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -11584407.000000 Penalty: 3720.992676
	Iteration 24Q: 3 clusters Score -1.158441e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -11584770.000000 Penalty: 3720.992676
	Iteration 25Q: 3 clusters Score -1.158477e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -11585086.000000 Penalty: 3720.992676
	Iteration 26Q: 3 clusters Score -1.158509e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -11585318.000000 Penalty: 3720.992676
	Iteration 27Q: 3 clusters Score -1.158532e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -11585577.000000 Penalty: 3720.992676
	Iteration 28Q: 3 clusters Score -1.158558e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -11585824.000000 Penalty: 3720.992676
	Iteration 29Q: 3 clusters Score -1.158582e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -11586054.000000 Penalty: 3720.992676
	Iteration 30Q: 3 clusters Score -1.158605e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -11586320.000000 Penalty: 3720.992676
	Iteration 31Q: 3 clusters Score -1.158632e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -11586597.000000 Penalty: 3720.992676
	Iteration 32Q: 3 clusters Score -1.15866e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -11586844.000000 Penalty: 3720.992676
	Iteration 33Q: 3 clusters Score -1.158684e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -11587055.000000 Penalty: 3720.992676
	Iteration 34Q: 3 clusters Score -1.158706e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -11587281.000000 Penalty: 3720.992676
	Iteration 35Q: 3 clusters Score -1.158728e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -11587531.000000 Penalty: 3720.992676
	Iteration 36Q: 3 clusters Score -1.158753e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -11587806.000000 Penalty: 3720.992676
	Iteration 37Q: 3 clusters Score -1.158781e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -11587999.000000 Penalty: 3720.992676
	Iteration 38Q: 3 clusters Score -1.1588e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -11588151.000000 Penalty: 3720.992676
	Iteration 39Q: 3 clusters Score -1.158815e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -11588269.000000 Penalty: 3720.992676
	Iteration 40F: 3 clusters Score -1.158827e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -11588451.000000 Penalty: 3720.992676
	Iteration 41Q: 3 clusters Score -1.158845e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -11588567.000000 Penalty: 3720.992676
	Iteration 42Q: 3 clusters Score -1.158857e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -11588714.000000 Penalty: 3720.992676
	Iteration 43Q: 3 clusters Score -1.158871e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -11588856.000000 Penalty: 3720.992676
	Iteration 44Q: 3 clusters Score -1.158886e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -11589033.000000 Penalty: 3720.992676
	Iteration 45Q: 3 clusters Score -1.158903e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -11589121.000000 Penalty: 3720.992676
	Iteration 46Q: 3 clusters Score -1.158912e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -11589246.000000 Penalty: 3720.992676
	Iteration 47Q: 3 clusters Score -1.158925e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -11589360.000000 Penalty: 3720.992676
	Iteration 48Q: 3 clusters Score -1.158936e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -11589463.000000 Penalty: 3720.992676
	Iteration 49Q: 3 clusters Score -1.158946e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -11589567.000000 Penalty: 3720.992676
	Iteration 50Q: 3 clusters Score -1.158957e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -11589729.000000 Penalty: 3720.992676
	Iteration 51Q: 3 clusters Score -1.158973e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -11589851.000000 Penalty: 3720.992676
	Iteration 52Q: 3 clusters Score -1.158985e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -11589916.000000 Penalty: 3720.992676
	Iteration 53Q: 3 clusters Score -1.158992e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -11589937.000000 Penalty: 3720.992676
	Iteration 54Q: 3 clusters Score -1.158994e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -11589959.000000 Penalty: 3720.992676
	Iteration 55Q: 3 clusters Score -1.158996e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -11590009.000000 Penalty: 3720.992676
	Iteration 56Q: 3 clusters Score -1.159001e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -11590016.000000 Penalty: 3720.992676
	Iteration 57Q: 3 clusters Score -1.159002e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -11590023.000000 Penalty: 3720.992676
	Iteration 58Q: 3 clusters Score -1.159002e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -11590043.000000 Penalty: 3720.992676
	Iteration 59Q: 3 clusters Score -1.159004e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -11590059.000000 Penalty: 3720.992676
	Iteration 60F: 3 clusters Score -1.159006e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -11590097.000000 Penalty: 3720.992676
	Iteration 61Q: 3 clusters Score -1.15901e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -11590105.000000 Penalty: 3720.992676
	Iteration 62Q: 3 clusters Score -1.15901e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -11590084.000000 Penalty: 3720.992676
	Iteration 63Q: 3 clusters Score -1.159008e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -11590096.000000 Penalty: 3720.992676
	Iteration 64Q: 3 clusters Score -1.15901e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -11590107.000000 Penalty: 3720.992676
	Iteration 65Q: 3 clusters Score -1.159011e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -11590102.000000 Penalty: 3720.992676
	Iteration 66Q: 3 clusters Score -1.15901e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -11590105.000000 Penalty: 3720.992676
	Iteration 67Q: 3 clusters Score -1.15901e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -11590110.000000 Penalty: 3720.992676
	Iteration 68Q: 3 clusters Score -1.159011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -11590120.000000 Penalty: 3720.992676
	Iteration 69Q: 3 clusters Score -1.159012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -11590118.000000 Penalty: 3720.992676
	Iteration 70Q: 3 clusters Score -1.159012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -11590133.000000 Penalty: 3720.992676
	Iteration 71Q: 3 clusters Score -1.159013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -11590124.000000 Penalty: 3720.992676
	Iteration 72Q: 3 clusters Score -1.159012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -11590126.000000 Penalty: 3720.992676
	Iteration 73Q: 3 clusters Score -1.159013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -11590117.000000 Penalty: 3720.992676
	Iteration 74Q: 3 clusters Score -1.159012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -11590112.000000 Penalty: 3720.992676
	Iteration 75Q: 3 clusters Score -1.159011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -11590115.000000 Penalty: 3720.992676
	Iteration 76Q: 3 clusters Score -1.159012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -11590128.000000 Penalty: 3720.992676
	Iteration 77Q: 3 clusters Score -1.159013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -11590143.000000 Penalty: 3720.992676
	Iteration 78Q: 3 clusters Score -1.159014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -11590127.000000 Penalty: 3720.992676
	Iteration 79Q: 3 clusters Score -1.159013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -11590126.000000 Penalty: 3720.992676
	Iteration 80F: 3 clusters Score -1.159013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -11590127.000000 Penalty: 3720.992676
	Iteration 81Q: 3 clusters Score -1.159013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -11590123.000000 Penalty: 3720.992676
	Iteration 82Q: 3 clusters Score -1.159012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -11590131.000000 Penalty: 3720.992676
	Iteration 83Q: 3 clusters Score -1.159013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -11590123.000000 Penalty: 3720.992676
	Iteration 84Q: 3 clusters Score -1.159012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -11590109.000000 Penalty: 3720.992676
	Iteration 85Q: 3 clusters Score -1.159011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -11590123.000000 Penalty: 3720.992676
	Iteration 86Q: 3 clusters Score -1.159012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -11590128.000000 Penalty: 3720.992676
	Iteration 87Q: 3 clusters Score -1.159013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -11590124.000000 Penalty: 3720.992676
	Iteration 88Q: 3 clusters Score -1.159012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -11590121.000000 Penalty: 3720.992676
	Iteration 89Q: 3 clusters Score -1.159012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -11590121.000000 Penalty: 3720.992676
	Iteration 90Q: 3 clusters Score -1.159012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -11590114.000000 Penalty: 3720.992676
	Iteration 91Q: 3 clusters Score -1.159011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -11590111.000000 Penalty: 3720.992676
	Iteration 92Q: 3 clusters Score -1.159011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -11590108.000000 Penalty: 3720.992676
	Iteration 93Q: 3 clusters Score -1.159011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -11590110.000000 Penalty: 3720.992676
	Iteration 94Q: 3 clusters Score -1.159011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -11590116.000000 Penalty: 3720.992676
	Iteration 95Q: 3 clusters Score -1.159012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -11590117.000000 Penalty: 3720.992676
	Iteration 96Q: 3 clusters Score -1.159012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -11590114.000000 Penalty: 3720.992676
	Iteration 97Q: 3 clusters Score -1.159011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -11590113.000000 Penalty: 3720.992676
	Iteration 98Q: 3 clusters Score -1.159011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -11590113.000000 Penalty: 3720.992676
	Iteration 99F: 3 clusters Score -1.159011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -232906.375000 Penalty: 1229.861694
	Iteration 0F: 2 clusters Score -232906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -230877.203125 Penalty: 2459.723389
	Iteration 0F: 3 clusters Score -230877.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -231303.109375 Penalty: 2459.723389
	Iteration 1F: 3 clusters Score -231303.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -231411.671875 Penalty: 2459.723389
	Iteration 2F: 3 clusters Score -231411.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -231486.656250 Penalty: 2459.723389
	Iteration 3Q: 3 clusters Score -231486.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -231554.234375 Penalty: 2459.723389
	Iteration 4Q: 3 clusters Score -231554.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -231610.843750 Penalty: 2459.723389
	Iteration 5Q: 3 clusters Score -231610.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -231666.781250 Penalty: 2459.723389
	Iteration 6Q: 3 clusters Score -231666.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -231710.562500 Penalty: 2459.723389
	Iteration 7Q: 3 clusters Score -231710.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -231762.375000 Penalty: 2459.723389
	Iteration 8Q: 3 clusters Score -231762.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -231810.218750 Penalty: 2459.723389
	Iteration 9Q: 3 clusters Score -231810.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -231867.906250 Penalty: 2459.723389
	Iteration 10Q: 3 clusters Score -231867.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -231929.421875 Penalty: 2459.723389
	Iteration 11Q: 3 clusters Score -231929.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -231993.609375 Penalty: 2459.723389
	Iteration 12Q: 3 clusters Score -231993.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -232055.812500 Penalty: 2459.723389
	Iteration 13Q: 3 clusters Score -232055.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -232100.546875 Penalty: 2459.723389
	Iteration 14Q: 3 clusters Score -232100.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -232129.921875 Penalty: 2459.723389
	Iteration 15Q: 3 clusters Score -232129.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -232162.937500 Penalty: 2459.723389
	Iteration 16Q: 3 clusters Score -232162.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -232204.265625 Penalty: 2459.723389
	Iteration 17Q: 3 clusters Score -232204.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -232241.859375 Penalty: 2459.723389
	Iteration 18Q: 3 clusters Score -232241.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -232260.953125 Penalty: 2459.723389
	Iteration 19Q: 3 clusters Score -232261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -232287.421875 Penalty: 2459.723389
	Iteration 20F: 3 clusters Score -232287.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -232298.000000 Penalty: 2459.723389
	Iteration 21Q: 3 clusters Score -232298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -232301.515625 Penalty: 2459.723389
	Iteration 22Q: 3 clusters Score -232301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -232303.734375 Penalty: 2459.723389
	Iteration 23Q: 3 clusters Score -232303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -232305.828125 Penalty: 2459.723389
	Iteration 24Q: 3 clusters Score -232305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -232306.578125 Penalty: 2459.723389
	Iteration 25Q: 3 clusters Score -232306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -232306.953125 Penalty: 2459.723389
	Iteration 26Q: 3 clusters Score -232307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -232307.156250 Penalty: 2459.723389
	Iteration 27Q: 3 clusters Score -232307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -232307.156250 Penalty: 2459.723389
	Iteration 28F: 3 clusters Score -232307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -152344.859375 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -152344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -150744.093750 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -150744.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151106.875000 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -151106.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -151219.718750 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -151219.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151347.859375 Penalty: 2344.952881
	Iteration 3F: 3 clusters Score -151347.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -151498.515625 Penalty: 2344.952881
	Iteration 4F: 3 clusters Score -151498.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -151679.796875 Penalty: 2344.952881
	Iteration 5F: 3 clusters Score -151679.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -151797.171875 Penalty: 2344.952881
	Iteration 6F: 3 clusters Score -151797.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -151882.156250 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -151882.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -151950.703125 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -151950.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -152029.640625 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -152029.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152084.718750 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -152084.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152100.859375 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -152100.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -152113.265625 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -152113.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -152121.578125 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -152121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152130.234375 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -152130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -152137.656250 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -152137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152143.703125 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -152143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152146.437500 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -152146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152149.312500 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -152149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152152.265625 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -152152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152153.078125 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -152153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152153.640625 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -152153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152155.578125 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -152155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152176.953125 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -152177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152198.671875 Penalty: 2344.952881
	Iteration 24Q: 3 clusters Score -152198.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152212.359375 Penalty: 2344.952881
	Iteration 25Q: 3 clusters Score -152212.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152217.875000 Penalty: 2344.952881
	Iteration 26Q: 3 clusters Score -152217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152221.796875 Penalty: 2344.952881
	Iteration 27Q: 3 clusters Score -152221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152223.421875 Penalty: 2344.952881
	Iteration 28Q: 3 clusters Score -152223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152223.750000 Penalty: 2344.952881
	Iteration 29Q: 3 clusters Score -152223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152223.750000 Penalty: 2344.952881
	Iteration 30F: 3 clusters Score -152223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -55974.226562 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -55974.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54889.445312 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -54889.45 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55203.816406 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -55203.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55381.546875 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -55381.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55528.550781 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -55528.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55601.292969 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -55601.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55674.101562 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -55674.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55702.023438 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -55702.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55717.710938 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -55717.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55733.335938 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -55733.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55747.238281 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -55747.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55751.226562 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -55751.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55755.312500 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -55755.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55755.957031 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -55755.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55755.957031 Penalty: 2049.539551
	Iteration 13F: 3 clusters Score -55755.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (112227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Entering Unmasked Estep 
Score: -14098222.000000 Penalty: 1889.595337
	Iteration 0F: 2 clusters Score -1.409822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -14025157.000000 Penalty: 3779.190674
	Iteration 0F: 3 clusters Score -1.402516e+07 nChanged 53855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -14056657.000000 Penalty: 3779.190674
	Iteration 1F: 3 clusters Score -1.405666e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -14057841.000000 Penalty: 3779.190674
	Iteration 2Q: 3 clusters Score -1.405784e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -14059458.000000 Penalty: 3779.190674
	Iteration 3Q: 3 clusters Score -1.405946e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -14061683.000000 Penalty: 3779.190674
	Iteration 4Q: 3 clusters Score -1.406168e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -14064713.000000 Penalty: 3779.190674
	Iteration 5F: 3 clusters Score -1.406471e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -14068959.000000 Penalty: 3779.190674
	Iteration 6F: 3 clusters Score -1.406896e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -14074237.000000 Penalty: 3779.190674
	Iteration 7F: 3 clusters Score -1.407424e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -14078496.000000 Penalty: 3779.190674
	Iteration 8F: 3 clusters Score -1.40785e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -14080894.000000 Penalty: 3779.190674
	Iteration 9Q: 3 clusters Score -1.408089e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -14081913.000000 Penalty: 3779.190674
	Iteration 10Q: 3 clusters Score -1.408191e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -14082301.000000 Penalty: 3779.190674
	Iteration 11Q: 3 clusters Score -1.40823e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -14082483.000000 Penalty: 3779.190674
	Iteration 12Q: 3 clusters Score -1.408248e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -14082605.000000 Penalty: 3779.190674
	Iteration 13Q: 3 clusters Score -1.40826e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -14082737.000000 Penalty: 3779.190674
	Iteration 14Q: 3 clusters Score -1.408274e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -14082855.000000 Penalty: 3779.190674
	Iteration 15Q: 3 clusters Score -1.408286e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -14083018.000000 Penalty: 3779.190674
	Iteration 16Q: 3 clusters Score -1.408302e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -14083126.000000 Penalty: 3779.190674
	Iteration 17Q: 3 clusters Score -1.408313e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -14083222.000000 Penalty: 3779.190674
	Iteration 18Q: 3 clusters Score -1.408322e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -14083376.000000 Penalty: 3779.190674
	Iteration 19Q: 3 clusters Score -1.408338e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -14083501.000000 Penalty: 3779.190674
	Iteration 20F: 3 clusters Score -1.40835e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -14083601.000000 Penalty: 3779.190674
	Iteration 21Q: 3 clusters Score -1.40836e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -14083686.000000 Penalty: 3779.190674
	Iteration 22Q: 3 clusters Score -1.408369e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -14083801.000000 Penalty: 3779.190674
	Iteration 23Q: 3 clusters Score -1.40838e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -14083998.000000 Penalty: 3779.190674
	Iteration 24Q: 3 clusters Score -1.4084e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -14083997.000000 Penalty: 3779.190674
	Iteration 25Q: 3 clusters Score -1.4084e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -14084198.000000 Penalty: 3779.190674
	Iteration 26Q: 3 clusters Score -1.40842e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -14084478.000000 Penalty: 3779.190674
	Iteration 27Q: 3 clusters Score -1.408448e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -14084633.000000 Penalty: 3779.190674
	Iteration 28Q: 3 clusters Score -1.408463e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -14084858.000000 Penalty: 3779.190674
	Iteration 29Q: 3 clusters Score -1.408486e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -14085049.000000 Penalty: 3779.190674
	Iteration 30Q: 3 clusters Score -1.408505e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -14085182.000000 Penalty: 3779.190674
	Iteration 31Q: 3 clusters Score -1.408518e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -14085385.000000 Penalty: 3779.190674
	Iteration 32Q: 3 clusters Score -1.408538e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -14085568.000000 Penalty: 3779.190674
	Iteration 33Q: 3 clusters Score -1.408557e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -14085713.000000 Penalty: 3779.190674
	Iteration 34Q: 3 clusters Score -1.408571e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -14085905.000000 Penalty: 3779.190674
	Iteration 35Q: 3 clusters Score -1.40859e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -14086027.000000 Penalty: 3779.190674
	Iteration 36Q: 3 clusters Score -1.408603e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -14086156.000000 Penalty: 3779.190674
	Iteration 37Q: 3 clusters Score -1.408616e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -14086324.000000 Penalty: 3779.190674
	Iteration 38Q: 3 clusters Score -1.408632e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -14086445.000000 Penalty: 3779.190674
	Iteration 39Q: 3 clusters Score -1.408644e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -14086532.000000 Penalty: 3779.190674
	Iteration 40F: 3 clusters Score -1.408653e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -14086631.000000 Penalty: 3779.190674
	Iteration 41Q: 3 clusters Score -1.408663e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -14086763.000000 Penalty: 3779.190674
	Iteration 42Q: 3 clusters Score -1.408676e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -14086863.000000 Penalty: 3779.190674
	Iteration 43Q: 3 clusters Score -1.408686e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -14086933.000000 Penalty: 3779.190674
	Iteration 44Q: 3 clusters Score -1.408693e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -14087053.000000 Penalty: 3779.190674
	Iteration 45Q: 3 clusters Score -1.408705e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -14087084.000000 Penalty: 3779.190674
	Iteration 46Q: 3 clusters Score -1.408708e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -14087198.000000 Penalty: 3779.190674
	Iteration 47Q: 3 clusters Score -1.40872e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -14087284.000000 Penalty: 3779.190674
	Iteration 48Q: 3 clusters Score -1.408728e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -14087418.000000 Penalty: 3779.190674
	Iteration 49Q: 3 clusters Score -1.408742e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -14087467.000000 Penalty: 3779.190674
	Iteration 50Q: 3 clusters Score -1.408747e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -14087539.000000 Penalty: 3779.190674
	Iteration 51Q: 3 clusters Score -1.408754e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -14087608.000000 Penalty: 3779.190674
	Iteration 52Q: 3 clusters Score -1.408761e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -14087716.000000 Penalty: 3779.190674
	Iteration 53Q: 3 clusters Score -1.408772e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -14087789.000000 Penalty: 3779.190674
	Iteration 54Q: 3 clusters Score -1.408779e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -14087864.000000 Penalty: 3779.190674
	Iteration 55Q: 3 clusters Score -1.408786e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -14087906.000000 Penalty: 3779.190674
	Iteration 56Q: 3 clusters Score -1.408791e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -14088009.000000 Penalty: 3779.190674
	Iteration 57Q: 3 clusters Score -1.408801e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -14088120.000000 Penalty: 3779.190674
	Iteration 58Q: 3 clusters Score -1.408812e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -14088239.000000 Penalty: 3779.190674
	Iteration 59Q: 3 clusters Score -1.408824e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -14088376.000000 Penalty: 3779.190674
	Iteration 60F: 3 clusters Score -1.408838e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -14088513.000000 Penalty: 3779.190674
	Iteration 61Q: 3 clusters Score -1.408851e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -14088678.000000 Penalty: 3779.190674
	Iteration 62Q: 3 clusters Score -1.408868e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -14088791.000000 Penalty: 3779.190674
	Iteration 63Q: 3 clusters Score -1.408879e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -14088941.000000 Penalty: 3779.190674
	Iteration 64Q: 3 clusters Score -1.408894e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -14089049.000000 Penalty: 3779.190674
	Iteration 65Q: 3 clusters Score -1.408905e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -14089255.000000 Penalty: 3779.190674
	Iteration 66Q: 3 clusters Score -1.408926e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -14089414.000000 Penalty: 3779.190674
	Iteration 67Q: 3 clusters Score -1.408941e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -14089631.000000 Penalty: 3779.190674
	Iteration 68Q: 3 clusters Score -1.408963e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -14089889.000000 Penalty: 3779.190674
	Iteration 69Q: 3 clusters Score -1.408989e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -14090178.000000 Penalty: 3779.190674
	Iteration 70Q: 3 clusters Score -1.409018e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -14090490.000000 Penalty: 3779.190674
	Iteration 71Q: 3 clusters Score -1.409049e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -14090818.000000 Penalty: 3779.190674
	Iteration 72Q: 3 clusters Score -1.409082e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -14091158.000000 Penalty: 3779.190674
	Iteration 73Q: 3 clusters Score -1.409116e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -14091475.000000 Penalty: 3779.190674
	Iteration 74Q: 3 clusters Score -1.409148e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -14091826.000000 Penalty: 3779.190674
	Iteration 75Q: 3 clusters Score -1.409183e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -14092226.000000 Penalty: 3779.190674
	Iteration 76Q: 3 clusters Score -1.409223e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -14092578.000000 Penalty: 3779.190674
	Iteration 77Q: 3 clusters Score -1.409258e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -14092922.000000 Penalty: 3779.190674
	Iteration 78Q: 3 clusters Score -1.409292e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -14093395.000000 Penalty: 3779.190674
	Iteration 79Q: 3 clusters Score -1.40934e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -14093841.000000 Penalty: 3779.190674
	Iteration 80F: 3 clusters Score -1.409384e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -14094211.000000 Penalty: 3779.190674
	Iteration 81Q: 3 clusters Score -1.409421e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -14094655.000000 Penalty: 3779.190674
	Iteration 82Q: 3 clusters Score -1.409466e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 99252 members 
Entering Unmasked Estep 
Score: -14095051.000000 Penalty: 3779.190674
	Iteration 83Q: 3 clusters Score -1.409505e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -14095470.000000 Penalty: 3779.190674
	Iteration 84Q: 3 clusters Score -1.409547e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -14095905.000000 Penalty: 3779.190674
	Iteration 85Q: 3 clusters Score -1.40959e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 102646 members 
Entering Unmasked Estep 
Score: -14096294.000000 Penalty: 3779.190674
	Iteration 86Q: 3 clusters Score -1.409629e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -14096654.000000 Penalty: 3779.190674
	Iteration 87Q: 3 clusters Score -1.409665e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -14096965.000000 Penalty: 3779.190674
	Iteration 88Q: 3 clusters Score -1.409696e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -14097118.000000 Penalty: 3779.190674
	Iteration 89Q: 3 clusters Score -1.409712e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -14097310.000000 Penalty: 3779.190674
	Iteration 90Q: 3 clusters Score -1.409731e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -14097427.000000 Penalty: 3779.190674
	Iteration 91Q: 3 clusters Score -1.409743e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -14097504.000000 Penalty: 3779.190674
	Iteration 92Q: 3 clusters Score -1.40975e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -14097586.000000 Penalty: 3779.190674
	Iteration 93Q: 3 clusters Score -1.409759e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 108753 members 
Entering Unmasked Estep 
Score: -14097603.000000 Penalty: 3779.190674
	Iteration 94Q: 3 clusters Score -1.40976e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -14097646.000000 Penalty: 3779.190674
	Iteration 95Q: 3 clusters Score -1.409765e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -14097566.000000 Penalty: 3779.190674
	Iteration 96Q: 3 clusters Score -1.409757e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -14097512.000000 Penalty: 3779.190674
	Iteration 97Q: 3 clusters Score -1.409751e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 109865 members 
Entering Unmasked Estep 
Score: -14097539.000000 Penalty: 3779.190674
	Iteration 98Q: 3 clusters Score -1.409754e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 110035 members 
Entering Unmasked Estep 
Score: -14097527.000000 Penalty: 3779.190674
	Iteration 99Q: 3 clusters Score -1.409753e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -14097515.000000 Penalty: 3779.190674
	Iteration 100F: 3 clusters Score -1.409752e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -14097469.000000 Penalty: 3779.190674
	Iteration 101Q: 3 clusters Score -1.409747e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 110429 members 
Entering Unmasked Estep 
Score: -14097470.000000 Penalty: 3779.190674
	Iteration 102Q: 3 clusters Score -1.409747e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -14097465.000000 Penalty: 3779.190674
	Iteration 103Q: 3 clusters Score -1.409746e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -14097457.000000 Penalty: 3779.190674
	Iteration 104Q: 3 clusters Score -1.409746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -14097405.000000 Penalty: 3779.190674
	Iteration 105Q: 3 clusters Score -1.40974e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -14097390.000000 Penalty: 3779.190674
	Iteration 106Q: 3 clusters Score -1.409739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -14097378.000000 Penalty: 3779.190674
	Iteration 107Q: 3 clusters Score -1.409738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -14097358.000000 Penalty: 3779.190674
	Iteration 108Q: 3 clusters Score -1.409736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 110905 members 
Entering Unmasked Estep 
Score: -14097319.000000 Penalty: 3779.190674
	Iteration 109Q: 3 clusters Score -1.409732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -14097313.000000 Penalty: 3779.190674
	Iteration 110Q: 3 clusters Score -1.409731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -14097306.000000 Penalty: 3779.190674
	Iteration 111Q: 3 clusters Score -1.409731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -14097305.000000 Penalty: 3779.190674
	Iteration 112Q: 3 clusters Score -1.40973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -14097311.000000 Penalty: 3779.190674
	Iteration 113Q: 3 clusters Score -1.409731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -14097315.000000 Penalty: 3779.190674
	Iteration 114Q: 3 clusters Score -1.409732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -14097307.000000 Penalty: 3779.190674
	Iteration 115Q: 3 clusters Score -1.409731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 111029 members 
Entering Unmasked Estep 
Score: -14097311.000000 Penalty: 3779.190674
	Iteration 116Q: 3 clusters Score -1.409731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -14097308.000000 Penalty: 3779.190674
	Iteration 117Q: 3 clusters Score -1.409731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -14097305.000000 Penalty: 3779.190674
	Iteration 118Q: 3 clusters Score -1.40973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -14097321.000000 Penalty: 3779.190674
	Iteration 119Q: 3 clusters Score -1.409732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -14097314.000000 Penalty: 3779.190674
	Iteration 120F: 3 clusters Score -1.409731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -14097313.000000 Penalty: 3779.190674
	Iteration 121Q: 3 clusters Score -1.409731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -14097321.000000 Penalty: 3779.190674
	Iteration 122Q: 3 clusters Score -1.409732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 111117 members 
Entering Unmasked Estep 
Score: -14097326.000000 Penalty: 3779.190674
	Iteration 123Q: 3 clusters Score -1.409733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -14097338.000000 Penalty: 3779.190674
	Iteration 124Q: 3 clusters Score -1.409734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 111148 members 
Entering Unmasked Estep 
Score: -14097310.000000 Penalty: 3779.190674
	Iteration 125Q: 3 clusters Score -1.409731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -14097305.000000 Penalty: 3779.190674
	Iteration 126Q: 3 clusters Score -1.40973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -14097294.000000 Penalty: 3779.190674
	Iteration 127Q: 3 clusters Score -1.409729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -14097301.000000 Penalty: 3779.190674
	Iteration 128Q: 3 clusters Score -1.40973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -14097306.000000 Penalty: 3779.190674
	Iteration 129Q: 3 clusters Score -1.409731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -14097302.000000 Penalty: 3779.190674
	Iteration 130Q: 3 clusters Score -1.40973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -14097303.000000 Penalty: 3779.190674
	Iteration 131Q: 3 clusters Score -1.40973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14097305.000000 Penalty: 3779.190674
	Iteration 132Q: 3 clusters Score -1.40973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -14097293.000000 Penalty: 3779.190674
	Iteration 133Q: 3 clusters Score -1.409729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -14097293.000000 Penalty: 3779.190674
	Iteration 134F: 3 clusters Score -1.409729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106338 members 
Entering Unmasked Estep 
Score: -13418641.000000 Penalty: 1880.836426
	Iteration 0F: 2 clusters Score -1.341864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -13348202.000000 Penalty: 3761.672852
	Iteration 0F: 3 clusters Score -1.33482e+07 nChanged 51005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -13377238.000000 Penalty: 3761.672852
	Iteration 1F: 3 clusters Score -1.337724e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -13377651.000000 Penalty: 3761.672852
	Iteration 2Q: 3 clusters Score -1.337765e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -13378298.000000 Penalty: 3761.672852
	Iteration 3Q: 3 clusters Score -1.33783e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -13379003.000000 Penalty: 3761.672852
	Iteration 4Q: 3 clusters Score -1.3379e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -13379938.000000 Penalty: 3761.672852
	Iteration 5Q: 3 clusters Score -1.337994e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -13381027.000000 Penalty: 3761.672852
	Iteration 6Q: 3 clusters Score -1.338103e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -13382561.000000 Penalty: 3761.672852
	Iteration 7Q: 3 clusters Score -1.338256e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -13384531.000000 Penalty: 3761.672852
	Iteration 8Q: 3 clusters Score -1.338453e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -13387578.000000 Penalty: 3761.672852
	Iteration 9Q: 3 clusters Score -1.338758e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -13391816.000000 Penalty: 3761.672852
	Iteration 10F: 3 clusters Score -1.339182e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -13396548.000000 Penalty: 3761.672852
	Iteration 11F: 3 clusters Score -1.339655e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -13399481.000000 Penalty: 3761.672852
	Iteration 12F: 3 clusters Score -1.339948e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -13400478.000000 Penalty: 3761.672852
	Iteration 13Q: 3 clusters Score -1.340048e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -13400835.000000 Penalty: 3761.672852
	Iteration 14Q: 3 clusters Score -1.340084e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -13400989.000000 Penalty: 3761.672852
	Iteration 15Q: 3 clusters Score -1.340099e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -13401015.000000 Penalty: 3761.672852
	Iteration 16Q: 3 clusters Score -1.340102e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -13401167.000000 Penalty: 3761.672852
	Iteration 17Q: 3 clusters Score -1.340117e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -13401304.000000 Penalty: 3761.672852
	Iteration 18Q: 3 clusters Score -1.34013e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -13401500.000000 Penalty: 3761.672852
	Iteration 19Q: 3 clusters Score -1.34015e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -13401651.000000 Penalty: 3761.672852
	Iteration 20F: 3 clusters Score -1.340165e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -13401783.000000 Penalty: 3761.672852
	Iteration 21Q: 3 clusters Score -1.340178e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -13401964.000000 Penalty: 3761.672852
	Iteration 22Q: 3 clusters Score -1.340196e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -13402067.000000 Penalty: 3761.672852
	Iteration 23Q: 3 clusters Score -1.340207e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -13402211.000000 Penalty: 3761.672852
	Iteration 24Q: 3 clusters Score -1.340221e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -13402382.000000 Penalty: 3761.672852
	Iteration 25Q: 3 clusters Score -1.340238e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -13402543.000000 Penalty: 3761.672852
	Iteration 26Q: 3 clusters Score -1.340254e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -13402664.000000 Penalty: 3761.672852
	Iteration 27Q: 3 clusters Score -1.340266e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -13402806.000000 Penalty: 3761.672852
	Iteration 28Q: 3 clusters Score -1.340281e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -13402981.000000 Penalty: 3761.672852
	Iteration 29Q: 3 clusters Score -1.340298e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -13403196.000000 Penalty: 3761.672852
	Iteration 30Q: 3 clusters Score -1.34032e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -13403385.000000 Penalty: 3761.672852
	Iteration 31Q: 3 clusters Score -1.340338e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -13403555.000000 Penalty: 3761.672852
	Iteration 32Q: 3 clusters Score -1.340356e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -13403668.000000 Penalty: 3761.672852
	Iteration 33Q: 3 clusters Score -1.340367e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -13403922.000000 Penalty: 3761.672852
	Iteration 34Q: 3 clusters Score -1.340392e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -13404122.000000 Penalty: 3761.672852
	Iteration 35Q: 3 clusters Score -1.340412e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71564 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -13404328.000000 Penalty: 3761.672852
	Iteration 36Q: 3 clusters Score -1.340433e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -13404497.000000 Penalty: 3761.672852
	Iteration 37Q: 3 clusters Score -1.34045e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -13404732.000000 Penalty: 3761.672852
	Iteration 38Q: 3 clusters Score -1.340473e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -13404982.000000 Penalty: 3761.672852
	Iteration 39Q: 3 clusters Score -1.340498e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -13405208.000000 Penalty: 3761.672852
	Iteration 40F: 3 clusters Score -1.340521e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -13405558.000000 Penalty: 3761.672852
	Iteration 41Q: 3 clusters Score -1.340556e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -13405887.000000 Penalty: 3761.672852
	Iteration 42Q: 3 clusters Score -1.340589e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -13406254.000000 Penalty: 3761.672852
	Iteration 43Q: 3 clusters Score -1.340625e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -13406724.000000 Penalty: 3761.672852
	Iteration 44Q: 3 clusters Score -1.340672e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -13407167.000000 Penalty: 3761.672852
	Iteration 45Q: 3 clusters Score -1.340717e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -13407749.000000 Penalty: 3761.672852
	Iteration 46Q: 3 clusters Score -1.340775e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -13408311.000000 Penalty: 3761.672852
	Iteration 47Q: 3 clusters Score -1.340831e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -13408876.000000 Penalty: 3761.672852
	Iteration 48Q: 3 clusters Score -1.340888e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -13409495.000000 Penalty: 3761.672852
	Iteration 49Q: 3 clusters Score -1.34095e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -13410293.000000 Penalty: 3761.672852
	Iteration 50Q: 3 clusters Score -1.341029e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -13411276.000000 Penalty: 3761.672852
	Iteration 51Q: 3 clusters Score -1.341128e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -13412180.000000 Penalty: 3761.672852
	Iteration 52Q: 3 clusters Score -1.341218e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -13413125.000000 Penalty: 3761.672852
	Iteration 53Q: 3 clusters Score -1.341312e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -13414049.000000 Penalty: 3761.672852
	Iteration 54Q: 3 clusters Score -1.341405e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -13414863.000000 Penalty: 3761.672852
	Iteration 55Q: 3 clusters Score -1.341486e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -13415462.000000 Penalty: 3761.672852
	Iteration 56Q: 3 clusters Score -1.341546e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -13415886.000000 Penalty: 3761.672852
	Iteration 57Q: 3 clusters Score -1.341589e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -13416226.000000 Penalty: 3761.672852
	Iteration 58Q: 3 clusters Score -1.341623e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -13416440.000000 Penalty: 3761.672852
	Iteration 59Q: 3 clusters Score -1.341644e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13416594.000000 Penalty: 3761.672852
	Iteration 60F: 3 clusters Score -1.341659e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13416702.000000 Penalty: 3761.672852
	Iteration 61Q: 3 clusters Score -1.34167e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13416764.000000 Penalty: 3761.672852
	Iteration 62Q: 3 clusters Score -1.341676e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104737 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13416875.000000 Penalty: 3761.672852
	Iteration 63Q: 3 clusters Score -1.341688e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13416904.000000 Penalty: 3761.672852
	Iteration 64Q: 3 clusters Score -1.34169e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13416937.000000 Penalty: 3761.672852
	Iteration 65Q: 3 clusters Score -1.341694e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13416988.000000 Penalty: 3761.672852
	Iteration 66Q: 3 clusters Score -1.341699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13417015.000000 Penalty: 3761.672852
	Iteration 67Q: 3 clusters Score -1.341702e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13417017.000000 Penalty: 3761.672852
	Iteration 68Q: 3 clusters Score -1.341702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13417034.000000 Penalty: 3761.672852
	Iteration 69Q: 3 clusters Score -1.341703e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13417046.000000 Penalty: 3761.672852
	Iteration 70Q: 3 clusters Score -1.341705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13417058.000000 Penalty: 3761.672852
	Iteration 71Q: 3 clusters Score -1.341706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13417084.000000 Penalty: 3761.672852
	Iteration 72Q: 3 clusters Score -1.341708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13417093.000000 Penalty: 3761.672852
	Iteration 73Q: 3 clusters Score -1.341709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13417085.000000 Penalty: 3761.672852
	Iteration 74Q: 3 clusters Score -1.341708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13417105.000000 Penalty: 3761.672852
	Iteration 75Q: 3 clusters Score -1.34171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13417100.000000 Penalty: 3761.672852
	Iteration 76Q: 3 clusters Score -1.34171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -13417107.000000 Penalty: 3761.672852
	Iteration 77Q: 3 clusters Score -1.341711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -13417107.000000 Penalty: 3761.672852
	Iteration 78Q: 3 clusters Score -1.341711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -13417104.000000 Penalty: 3761.672852
	Iteration 79Q: 3 clusters Score -1.34171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13417100.000000 Penalty: 3761.672852
	Iteration 80F: 3 clusters Score -1.34171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13417099.000000 Penalty: 3761.672852
	Iteration 81Q: 3 clusters Score -1.34171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13417104.000000 Penalty: 3761.672852
	Iteration 82Q: 3 clusters Score -1.34171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13417102.000000 Penalty: 3761.672852
	Iteration 83Q: 3 clusters Score -1.34171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13417108.000000 Penalty: 3761.672852
	Iteration 84Q: 3 clusters Score -1.341711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13417115.000000 Penalty: 3761.672852
	Iteration 85Q: 3 clusters Score -1.341712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13417105.000000 Penalty: 3761.672852
	Iteration 86Q: 3 clusters Score -1.34171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13417106.000000 Penalty: 3761.672852
	Iteration 87Q: 3 clusters Score -1.341711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105336 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13417109.000000 Penalty: 3761.672852
	Iteration 88Q: 3 clusters Score -1.341711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13417113.000000 Penalty: 3761.672852
	Iteration 89Q: 3 clusters Score -1.341711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13417113.000000 Penalty: 3761.672852
	Iteration 90F: 3 clusters Score -1.341711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -19539.919922 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -19539.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18756.724609 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -18756.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18940.929688 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -18940.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19036.521484 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -19036.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19078.011719 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -19078.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19079.001953 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -19079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19080.421875 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -19080.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19085.216797 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -19085.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19090.589844 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -19090.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19090.589844 Penalty: 1821.885620
	Iteration 8F: 3 clusters Score -19090.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (52543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Entering Unmasked Estep 
Score: -6438653.000000 Penalty: 1766.275513
	Iteration 0F: 2 clusters Score -6438653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6403632.500000 Penalty: 3532.551025
	Iteration 0F: 3 clusters Score -6403632 nChanged 24593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -6417521.500000 Penalty: 3532.551025
	Iteration 1F: 3 clusters Score -6417522 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6418031.500000 Penalty: 3532.551025
	Iteration 2Q: 3 clusters Score -6418032 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -6418766.500000 Penalty: 3532.551025
	Iteration 3Q: 3 clusters Score -6418766 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6419792.500000 Penalty: 3532.551025
	Iteration 4Q: 3 clusters Score -6419792 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -6421236.500000 Penalty: 3532.551025
	Iteration 5F: 3 clusters Score -6421236 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6423394.000000 Penalty: 3532.551025
	Iteration 6F: 3 clusters Score -6423394 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6425960.000000 Penalty: 3532.551025
	Iteration 7F: 3 clusters Score -6425960 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -6428656.500000 Penalty: 3532.551025
	Iteration 8F: 3 clusters Score -6428656 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -6431169.500000 Penalty: 3532.551025
	Iteration 9F: 3 clusters Score -6431170 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -6433068.000000 Penalty: 3532.551025
	Iteration 10Q: 3 clusters Score -6433068 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6434435.500000 Penalty: 3532.551025
	Iteration 11Q: 3 clusters Score -6434436 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6435391.000000 Penalty: 3532.551025
	Iteration 12Q: 3 clusters Score -6435391 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6436101.500000 Penalty: 3532.551025
	Iteration 13Q: 3 clusters Score -6436102 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6436569.000000 Penalty: 3532.551025
	Iteration 14Q: 3 clusters Score -6436569 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6436786.500000 Penalty: 3532.551025
	Iteration 15Q: 3 clusters Score -6436786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6436913.000000 Penalty: 3532.551025
	Iteration 16Q: 3 clusters Score -6436913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6436971.500000 Penalty: 3532.551025
	Iteration 17Q: 3 clusters Score -6436972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6437041.500000 Penalty: 3532.551025
	Iteration 18Q: 3 clusters Score -6437042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6437057.500000 Penalty: 3532.551025
	Iteration 19Q: 3 clusters Score -6437058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6437069.500000 Penalty: 3532.551025
	Iteration 20F: 3 clusters Score -6437070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6437078.000000 Penalty: 3532.551025
	Iteration 21Q: 3 clusters Score -6437078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6437085.000000 Penalty: 3532.551025
	Iteration 22Q: 3 clusters Score -6437085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6437104.000000 Penalty: 3532.551025
	Iteration 23Q: 3 clusters Score -6437104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6437114.000000 Penalty: 3532.551025
	Iteration 24Q: 3 clusters Score -6437114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6437118.500000 Penalty: 3532.551025
	Iteration 25Q: 3 clusters Score -6437118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6437115.500000 Penalty: 3532.551025
	Iteration 26Q: 3 clusters Score -6437116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6437115.500000 Penalty: 3532.551025
	Iteration 27F: 3 clusters Score -6437116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -8805.615234 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -8805.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8238.726562 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -8238.727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8569.838867 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -8569.839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8656.026367 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -8656.026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8689.816406 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -8689.816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8702.479492 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -8702.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8729.987305 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -8729.987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8735.410156 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -8735.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8735.410156 Penalty: 1771.587524
	Iteration 7F: 3 clusters Score -8735.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Entering Unmasked Estep 
Score: -1759549.000000 Penalty: 1554.552124
	Iteration 0F: 2 clusters Score -1759549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1749686.000000 Penalty: 3109.104248
	Iteration 0F: 3 clusters Score -1749686 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1753214.750000 Penalty: 3109.104248
	Iteration 1F: 3 clusters Score -1753215 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1753541.250000 Penalty: 3109.104248
	Iteration 2F: 3 clusters Score -1753541 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1753857.875000 Penalty: 3109.104248
	Iteration 3Q: 3 clusters Score -1753858 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1754202.000000 Penalty: 3109.104248
	Iteration 4Q: 3 clusters Score -1754202 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1754573.375000 Penalty: 3109.104248
	Iteration 5Q: 3 clusters Score -1754573 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1755002.250000 Penalty: 3109.104248
	Iteration 6F: 3 clusters Score -1755002 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1755430.500000 Penalty: 3109.104248
	Iteration 7Q: 3 clusters Score -1755430 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1755836.875000 Penalty: 3109.104248
	Iteration 8Q: 3 clusters Score -1755837 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1756146.375000 Penalty: 3109.104248
	Iteration 9Q: 3 clusters Score -1756146 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1756318.625000 Penalty: 3109.104248
	Iteration 10Q: 3 clusters Score -1756319 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1756415.875000 Penalty: 3109.104248
	Iteration 11Q: 3 clusters Score -1756416 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1756466.250000 Penalty: 3109.104248
	Iteration 12Q: 3 clusters Score -1756466 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1756514.750000 Penalty: 3109.104248
	Iteration 13Q: 3 clusters Score -1756515 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1756560.375000 Penalty: 3109.104248
	Iteration 14Q: 3 clusters Score -1756560 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1756605.125000 Penalty: 3109.104248
	Iteration 15Q: 3 clusters Score -1756605 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1756654.250000 Penalty: 3109.104248
	Iteration 16Q: 3 clusters Score -1756654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1756696.125000 Penalty: 3109.104248
	Iteration 17Q: 3 clusters Score -1756696 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1756733.625000 Penalty: 3109.104248
	Iteration 18Q: 3 clusters Score -1756734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1756776.375000 Penalty: 3109.104248
	Iteration 19Q: 3 clusters Score -1756776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1756807.375000 Penalty: 3109.104248
	Iteration 20F: 3 clusters Score -1756807 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1756833.000000 Penalty: 3109.104248
	Iteration 21Q: 3 clusters Score -1756833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1756867.750000 Penalty: 3109.104248
	Iteration 22Q: 3 clusters Score -1756868 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1756911.875000 Penalty: 3109.104248
	Iteration 23Q: 3 clusters Score -1756912 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1756952.250000 Penalty: 3109.104248
	Iteration 24Q: 3 clusters Score -1756952 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1756991.000000 Penalty: 3109.104248
	Iteration 25Q: 3 clusters Score -1756991 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1757021.375000 Penalty: 3109.104248
	Iteration 26Q: 3 clusters Score -1757021 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1757071.500000 Penalty: 3109.104248
	Iteration 27Q: 3 clusters Score -1757072 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1757125.125000 Penalty: 3109.104248
	Iteration 28Q: 3 clusters Score -1757125 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1757197.375000 Penalty: 3109.104248
	Iteration 29Q: 3 clusters Score -1757197 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1757263.875000 Penalty: 3109.104248
	Iteration 30Q: 3 clusters Score -1757264 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1757338.250000 Penalty: 3109.104248
	Iteration 31Q: 3 clusters Score -1757338 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1757420.500000 Penalty: 3109.104248
	Iteration 32Q: 3 clusters Score -1757420 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1757496.250000 Penalty: 3109.104248
	Iteration 33Q: 3 clusters Score -1757496 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1757560.125000 Penalty: 3109.104248
	Iteration 34Q: 3 clusters Score -1757560 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1757612.500000 Penalty: 3109.104248
	Iteration 35Q: 3 clusters Score -1757612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1757671.000000 Penalty: 3109.104248
	Iteration 36Q: 3 clusters Score -1757671 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1757723.250000 Penalty: 3109.104248
	Iteration 37Q: 3 clusters Score -1757723 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1757767.500000 Penalty: 3109.104248
	Iteration 38Q: 3 clusters Score -1757768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1757799.875000 Penalty: 3109.104248
	Iteration 39Q: 3 clusters Score -1757800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1757854.250000 Penalty: 3109.104248
	Iteration 40F: 3 clusters Score -1757854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1757897.750000 Penalty: 3109.104248
	Iteration 41Q: 3 clusters Score -1757898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1757935.500000 Penalty: 3109.104248
	Iteration 42Q: 3 clusters Score -1757936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1757966.875000 Penalty: 3109.104248
	Iteration 43Q: 3 clusters Score -1757967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1757985.250000 Penalty: 3109.104248
	Iteration 44Q: 3 clusters Score -1757985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1758001.750000 Penalty: 3109.104248
	Iteration 45Q: 3 clusters Score -1758002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1758014.125000 Penalty: 3109.104248
	Iteration 46Q: 3 clusters Score -1758014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1758027.125000 Penalty: 3109.104248
	Iteration 47Q: 3 clusters Score -1758027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1758041.750000 Penalty: 3109.104248
	Iteration 48Q: 3 clusters Score -1758042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1758057.125000 Penalty: 3109.104248
	Iteration 49Q: 3 clusters Score -1758057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1758077.500000 Penalty: 3109.104248
	Iteration 50Q: 3 clusters Score -1758078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1758082.250000 Penalty: 3109.104248
	Iteration 51Q: 3 clusters Score -1758082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1758092.250000 Penalty: 3109.104248
	Iteration 52Q: 3 clusters Score -1758092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1758107.500000 Penalty: 3109.104248
	Iteration 53Q: 3 clusters Score -1758108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1758114.875000 Penalty: 3109.104248
	Iteration 54Q: 3 clusters Score -1758115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1758123.125000 Penalty: 3109.104248
	Iteration 55Q: 3 clusters Score -1758123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1758129.250000 Penalty: 3109.104248
	Iteration 56Q: 3 clusters Score -1758129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1758135.125000 Penalty: 3109.104248
	Iteration 57Q: 3 clusters Score -1758135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1758144.500000 Penalty: 3109.104248
	Iteration 58Q: 3 clusters Score -1758144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1758155.375000 Penalty: 3109.104248
	Iteration 59Q: 3 clusters Score -1758155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1758162.875000 Penalty: 3109.104248
	Iteration 60F: 3 clusters Score -1758163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1758168.250000 Penalty: 3109.104248
	Iteration 61Q: 3 clusters Score -1758168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1758178.875000 Penalty: 3109.104248
	Iteration 62Q: 3 clusters Score -1758179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1758186.625000 Penalty: 3109.104248
	Iteration 63Q: 3 clusters Score -1758187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1758192.500000 Penalty: 3109.104248
	Iteration 64Q: 3 clusters Score -1758192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1758195.750000 Penalty: 3109.104248
	Iteration 65Q: 3 clusters Score -1758196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1758199.125000 Penalty: 3109.104248
	Iteration 66Q: 3 clusters Score -1758199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1758205.125000 Penalty: 3109.104248
	Iteration 67Q: 3 clusters Score -1758205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1758210.250000 Penalty: 3109.104248
	Iteration 68Q: 3 clusters Score -1758210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1758216.125000 Penalty: 3109.104248
	Iteration 69Q: 3 clusters Score -1758216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1758214.750000 Penalty: 3109.104248
	Iteration 70Q: 3 clusters Score -1758215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1758217.375000 Penalty: 3109.104248
	Iteration 71Q: 3 clusters Score -1758217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1758219.375000 Penalty: 3109.104248
	Iteration 72Q: 3 clusters Score -1758219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1758224.625000 Penalty: 3109.104248
	Iteration 73Q: 3 clusters Score -1758225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1758231.250000 Penalty: 3109.104248
	Iteration 74Q: 3 clusters Score -1758231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1758230.625000 Penalty: 3109.104248
	Iteration 75Q: 3 clusters Score -1758231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1758236.125000 Penalty: 3109.104248
	Iteration 76Q: 3 clusters Score -1758236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1758238.750000 Penalty: 3109.104248
	Iteration 77Q: 3 clusters Score -1758239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1758239.125000 Penalty: 3109.104248
	Iteration 78Q: 3 clusters Score -1758239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1758242.375000 Penalty: 3109.104248
	Iteration 79Q: 3 clusters Score -1758242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1758244.750000 Penalty: 3109.104248
	Iteration 80F: 3 clusters Score -1758245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1758244.125000 Penalty: 3109.104248
	Iteration 81Q: 3 clusters Score -1758244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1758253.500000 Penalty: 3109.104248
	Iteration 82Q: 3 clusters Score -1758254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1758254.625000 Penalty: 3109.104248
	Iteration 83Q: 3 clusters Score -1758255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1758251.875000 Penalty: 3109.104248
	Iteration 84Q: 3 clusters Score -1758252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1758257.250000 Penalty: 3109.104248
	Iteration 85Q: 3 clusters Score -1758257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1758258.250000 Penalty: 3109.104248
	Iteration 86Q: 3 clusters Score -1758258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1758262.250000 Penalty: 3109.104248
	Iteration 87Q: 3 clusters Score -1758262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1758267.000000 Penalty: 3109.104248
	Iteration 88Q: 3 clusters Score -1758267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1758269.500000 Penalty: 3109.104248
	Iteration 89Q: 3 clusters Score -1758270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1758273.750000 Penalty: 3109.104248
	Iteration 90Q: 3 clusters Score -1758274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1758277.000000 Penalty: 3109.104248
	Iteration 91Q: 3 clusters Score -1758277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1758282.375000 Penalty: 3109.104248
	Iteration 92Q: 3 clusters Score -1758282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1758290.625000 Penalty: 3109.104248
	Iteration 93Q: 3 clusters Score -1758291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1758294.125000 Penalty: 3109.104248
	Iteration 94Q: 3 clusters Score -1758294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1758298.500000 Penalty: 3109.104248
	Iteration 95Q: 3 clusters Score -1758298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1758301.875000 Penalty: 3109.104248
	Iteration 96Q: 3 clusters Score -1758302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1758311.125000 Penalty: 3109.104248
	Iteration 97Q: 3 clusters Score -1758311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1758312.500000 Penalty: 3109.104248
	Iteration 98Q: 3 clusters Score -1758312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1758312.625000 Penalty: 3109.104248
	Iteration 99Q: 3 clusters Score -1758313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1758318.875000 Penalty: 3109.104248
	Iteration 100F: 3 clusters Score -1758319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1758319.125000 Penalty: 3109.104248
	Iteration 101Q: 3 clusters Score -1758319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1758317.375000 Penalty: 3109.104248
	Iteration 102Q: 3 clusters Score -1758317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1758319.500000 Penalty: 3109.104248
	Iteration 103Q: 3 clusters Score -1758320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1758321.500000 Penalty: 3109.104248
	Iteration 104Q: 3 clusters Score -1758322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1758319.875000 Penalty: 3109.104248
	Iteration 105Q: 3 clusters Score -1758320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1758322.250000 Penalty: 3109.104248
	Iteration 106Q: 3 clusters Score -1758322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1758324.375000 Penalty: 3109.104248
	Iteration 107Q: 3 clusters Score -1758324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1758324.375000 Penalty: 3109.104248
	Iteration 108F: 3 clusters Score -1758324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Entering Unmasked Estep 
Score: -1222122.125000 Penalty: 1503.038086
	Iteration 0F: 2 clusters Score -1222122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1214654.125000 Penalty: 3006.076172
	Iteration 0F: 3 clusters Score -1214654 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1217259.625000 Penalty: 3006.076172
	Iteration 1F: 3 clusters Score -1217260 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1217677.500000 Penalty: 3006.076172
	Iteration 2F: 3 clusters Score -1217678 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1218015.750000 Penalty: 3006.076172
	Iteration 3F: 3 clusters Score -1218016 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1218279.750000 Penalty: 3006.076172
	Iteration 4F: 3 clusters Score -1218280 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1218516.875000 Penalty: 3006.076172
	Iteration 5Q: 3 clusters Score -1218517 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1218718.875000 Penalty: 3006.076172
	Iteration 6Q: 3 clusters Score -1218719 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1218922.250000 Penalty: 3006.076172
	Iteration 7Q: 3 clusters Score -1218922 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1219135.875000 Penalty: 3006.076172
	Iteration 8Q: 3 clusters Score -1219136 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1219337.000000 Penalty: 3006.076172
	Iteration 9Q: 3 clusters Score -1219337 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1219534.875000 Penalty: 3006.076172
	Iteration 10Q: 3 clusters Score -1219535 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1219695.125000 Penalty: 3006.076172
	Iteration 11Q: 3 clusters Score -1219695 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1219829.750000 Penalty: 3006.076172
	Iteration 12Q: 3 clusters Score -1219830 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1219944.500000 Penalty: 3006.076172
	Iteration 13Q: 3 clusters Score -1219944 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1220033.625000 Penalty: 3006.076172
	Iteration 14Q: 3 clusters Score -1220034 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1220102.500000 Penalty: 3006.076172
	Iteration 15Q: 3 clusters Score -1220102 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1220159.000000 Penalty: 3006.076172
	Iteration 16Q: 3 clusters Score -1220159 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1220198.875000 Penalty: 3006.076172
	Iteration 17Q: 3 clusters Score -1220199 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1220244.875000 Penalty: 3006.076172
	Iteration 18Q: 3 clusters Score -1220245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1220276.250000 Penalty: 3006.076172
	Iteration 19Q: 3 clusters Score -1220276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1220304.000000 Penalty: 3006.076172
	Iteration 20F: 3 clusters Score -1220304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1220338.375000 Penalty: 3006.076172
	Iteration 21Q: 3 clusters Score -1220338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1220365.875000 Penalty: 3006.076172
	Iteration 22Q: 3 clusters Score -1220366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1220394.000000 Penalty: 3006.076172
	Iteration 23Q: 3 clusters Score -1220394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1220416.250000 Penalty: 3006.076172
	Iteration 24Q: 3 clusters Score -1220416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1220440.875000 Penalty: 3006.076172
	Iteration 25Q: 3 clusters Score -1220441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1220465.125000 Penalty: 3006.076172
	Iteration 26Q: 3 clusters Score -1220465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1220489.375000 Penalty: 3006.076172
	Iteration 27Q: 3 clusters Score -1220489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1220511.875000 Penalty: 3006.076172
	Iteration 28Q: 3 clusters Score -1220512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1220531.000000 Penalty: 3006.076172
	Iteration 29Q: 3 clusters Score -1220531 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1220548.000000 Penalty: 3006.076172
	Iteration 30Q: 3 clusters Score -1220548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1220562.375000 Penalty: 3006.076172
	Iteration 31Q: 3 clusters Score -1220562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1220578.875000 Penalty: 3006.076172
	Iteration 32Q: 3 clusters Score -1220579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1220594.375000 Penalty: 3006.076172
	Iteration 33Q: 3 clusters Score -1220594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1220606.625000 Penalty: 3006.076172
	Iteration 34Q: 3 clusters Score -1220607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1220613.375000 Penalty: 3006.076172
	Iteration 35Q: 3 clusters Score -1220613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1220619.750000 Penalty: 3006.076172
	Iteration 36Q: 3 clusters Score -1220620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1220627.125000 Penalty: 3006.076172
	Iteration 37Q: 3 clusters Score -1220627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1220636.375000 Penalty: 3006.076172
	Iteration 38Q: 3 clusters Score -1220636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1220639.250000 Penalty: 3006.076172
	Iteration 39Q: 3 clusters Score -1220639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1220644.375000 Penalty: 3006.076172
	Iteration 40F: 3 clusters Score -1220644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1220645.625000 Penalty: 3006.076172
	Iteration 41Q: 3 clusters Score -1220646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1220647.000000 Penalty: 3006.076172
	Iteration 42Q: 3 clusters Score -1220647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1220649.625000 Penalty: 3006.076172
	Iteration 43Q: 3 clusters Score -1220650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1220649.625000 Penalty: 3006.076172
	Iteration 44Q: 3 clusters Score -1220650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1220652.625000 Penalty: 3006.076172
	Iteration 45Q: 3 clusters Score -1220653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1220655.000000 Penalty: 3006.076172
	Iteration 46Q: 3 clusters Score -1220655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1220653.375000 Penalty: 3006.076172
	Iteration 47Q: 3 clusters Score -1220653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1220654.000000 Penalty: 3006.076172
	Iteration 48Q: 3 clusters Score -1220654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1220653.750000 Penalty: 3006.076172
	Iteration 49Q: 3 clusters Score -1220654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1220652.375000 Penalty: 3006.076172
	Iteration 50Q: 3 clusters Score -1220652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1220653.875000 Penalty: 3006.076172
	Iteration 51Q: 3 clusters Score -1220654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1220656.375000 Penalty: 3006.076172
	Iteration 52Q: 3 clusters Score -1220656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1220655.750000 Penalty: 3006.076172
	Iteration 53Q: 3 clusters Score -1220656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1220657.625000 Penalty: 3006.076172
	Iteration 54Q: 3 clusters Score -1220658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1220659.250000 Penalty: 3006.076172
	Iteration 55Q: 3 clusters Score -1220659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1220661.000000 Penalty: 3006.076172
	Iteration 56Q: 3 clusters Score -1220661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1220662.125000 Penalty: 3006.076172
	Iteration 57Q: 3 clusters Score -1220662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1220662.000000 Penalty: 3006.076172
	Iteration 58Q: 3 clusters Score -1220662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1220661.750000 Penalty: 3006.076172
	Iteration 59Q: 3 clusters Score -1220662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1220661.500000 Penalty: 3006.076172
	Iteration 60F: 3 clusters Score -1220662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1220661.625000 Penalty: 3006.076172
	Iteration 61Q: 3 clusters Score -1220662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1220661.625000 Penalty: 3006.076172
	Iteration 62F: 3 clusters Score -1220662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -266809.687500 Penalty: 1250.412842
	Iteration 0F: 2 clusters Score -266809.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -264619.375000 Penalty: 2500.825684
	Iteration 0F: 3 clusters Score -264619.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -265083.593750 Penalty: 2500.825684
	Iteration 1F: 3 clusters Score -265083.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -265213.937500 Penalty: 2500.825684
	Iteration 2F: 3 clusters Score -265213.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -265286.781250 Penalty: 2500.825684
	Iteration 3F: 3 clusters Score -265286.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -265344.843750 Penalty: 2500.825684
	Iteration 4Q: 3 clusters Score -265344.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -265395.875000 Penalty: 2500.825684
	Iteration 5Q: 3 clusters Score -265395.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -265436.531250 Penalty: 2500.825684
	Iteration 6Q: 3 clusters Score -265436.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -265465.875000 Penalty: 2500.825684
	Iteration 7Q: 3 clusters Score -265465.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -265494.781250 Penalty: 2500.825684
	Iteration 8Q: 3 clusters Score -265494.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -265523.093750 Penalty: 2500.825684
	Iteration 9Q: 3 clusters Score -265523.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -265561.875000 Penalty: 2500.825684
	Iteration 10Q: 3 clusters Score -265561.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -265599.000000 Penalty: 2500.825684
	Iteration 11Q: 3 clusters Score -265599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -265650.093750 Penalty: 2500.825684
	Iteration 12Q: 3 clusters Score -265650.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -265736.375000 Penalty: 2500.825684
	Iteration 13Q: 3 clusters Score -265736.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -265827.312500 Penalty: 2500.825684
	Iteration 14Q: 3 clusters Score -265827.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -265906.968750 Penalty: 2500.825684
	Iteration 15Q: 3 clusters Score -265907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -266054.500000 Penalty: 2500.825684
	Iteration 16Q: 3 clusters Score -266054.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266195.937500 Penalty: 2500.825684
	Iteration 17Q: 3 clusters Score -266195.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -266276.750000 Penalty: 2500.825684
	Iteration 18Q: 3 clusters Score -266276.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -266318.250000 Penalty: 2500.825684
	Iteration 19Q: 3 clusters Score -266318.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -266347.281250 Penalty: 2500.825684
	Iteration 20F: 3 clusters Score -266347.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -266367.156250 Penalty: 2500.825684
	Iteration 21Q: 3 clusters Score -266367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -266375.312500 Penalty: 2500.825684
	Iteration 22Q: 3 clusters Score -266375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -266380.093750 Penalty: 2500.825684
	Iteration 23Q: 3 clusters Score -266380.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -266384.187500 Penalty: 2500.825684
	Iteration 24Q: 3 clusters Score -266384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -266387.093750 Penalty: 2500.825684
	Iteration 25Q: 3 clusters Score -266387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -266389.437500 Penalty: 2500.825684
	Iteration 26Q: 3 clusters Score -266389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -266390.656250 Penalty: 2500.825684
	Iteration 27Q: 3 clusters Score -266390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -266391.031250 Penalty: 2500.825684
	Iteration 28Q: 3 clusters Score -266391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -266391.031250 Penalty: 2500.825684
	Iteration 29F: 3 clusters Score -266391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -202789.984375 Penalty: 1198.580811
	Iteration 0F: 2 clusters Score -202790 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 760 members 
Entering Unmasked Estep 
Score: -200931.031250 Penalty: 2397.161621
	Iteration 0F: 3 clusters Score -200931 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201301.859375 Penalty: 2397.161621
	Iteration 1F: 3 clusters Score -201301.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -201406.078125 Penalty: 2397.161621
	Iteration 2F: 3 clusters Score -201406.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -201477.859375 Penalty: 2397.161621
	Iteration 3F: 3 clusters Score -201477.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -201533.171875 Penalty: 2397.161621
	Iteration 4Q: 3 clusters Score -201533.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -201574.796875 Penalty: 2397.161621
	Iteration 5Q: 3 clusters Score -201574.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -201604.031250 Penalty: 2397.161621
	Iteration 6Q: 3 clusters Score -201604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -201618.500000 Penalty: 2397.161621
	Iteration 7Q: 3 clusters Score -201618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -201629.781250 Penalty: 2397.161621
	Iteration 8Q: 3 clusters Score -201629.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201645.312500 Penalty: 2397.161621
	Iteration 9Q: 3 clusters Score -201645.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201666.312500 Penalty: 2397.161621
	Iteration 10Q: 3 clusters Score -201666.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201677.546875 Penalty: 2397.161621
	Iteration 11Q: 3 clusters Score -201677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201681.953125 Penalty: 2397.161621
	Iteration 12Q: 3 clusters Score -201682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201684.531250 Penalty: 2397.161621
	Iteration 13Q: 3 clusters Score -201684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201686.250000 Penalty: 2397.161621
	Iteration 14Q: 3 clusters Score -201686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201686.578125 Penalty: 2397.161621
	Iteration 15Q: 3 clusters Score -201686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201686.578125 Penalty: 2397.161621
	Iteration 16F: 3 clusters Score -201686.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (110719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110719 members 
Entering Unmasked Estep 
Score: -14005906.000000 Penalty: 1887.396973
	Iteration 0F: 2 clusters Score -1.400591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -13933249.000000 Penalty: 3774.793945
	Iteration 0F: 3 clusters Score -1.393325e+07 nChanged 53079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -13964641.000000 Penalty: 3774.793945
	Iteration 1F: 3 clusters Score -1.396464e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -13965806.000000 Penalty: 3774.793945
	Iteration 2Q: 3 clusters Score -1.396581e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -13967373.000000 Penalty: 3774.793945
	Iteration 3Q: 3 clusters Score -1.396737e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -13969748.000000 Penalty: 3774.793945
	Iteration 4Q: 3 clusters Score -1.396975e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -13973638.000000 Penalty: 3774.793945
	Iteration 5F: 3 clusters Score -1.397364e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -13979223.000000 Penalty: 3774.793945
	Iteration 6F: 3 clusters Score -1.397922e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -13985538.000000 Penalty: 3774.793945
	Iteration 7F: 3 clusters Score -1.398554e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -13990956.000000 Penalty: 3774.793945
	Iteration 8F: 3 clusters Score -1.399096e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -13994391.000000 Penalty: 3774.793945
	Iteration 9Q: 3 clusters Score -1.399439e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -13996135.000000 Penalty: 3774.793945
	Iteration 10Q: 3 clusters Score -1.399614e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -13997286.000000 Penalty: 3774.793945
	Iteration 11Q: 3 clusters Score -1.399729e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -13998132.000000 Penalty: 3774.793945
	Iteration 12Q: 3 clusters Score -1.399813e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -13998958.000000 Penalty: 3774.793945
	Iteration 13Q: 3 clusters Score -1.399896e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -13999639.000000 Penalty: 3774.793945
	Iteration 14Q: 3 clusters Score -1.399964e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -14000395.000000 Penalty: 3774.793945
	Iteration 15Q: 3 clusters Score -1.40004e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -14001059.000000 Penalty: 3774.793945
	Iteration 16Q: 3 clusters Score -1.400106e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -14001565.000000 Penalty: 3774.793945
	Iteration 17Q: 3 clusters Score -1.400156e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -14001953.000000 Penalty: 3774.793945
	Iteration 18Q: 3 clusters Score -1.400195e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103382 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -14002301.000000 Penalty: 3774.793945
	Iteration 19Q: 3 clusters Score -1.40023e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -14002697.000000 Penalty: 3774.793945
	Iteration 20F: 3 clusters Score -1.40027e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -14003012.000000 Penalty: 3774.793945
	Iteration 21Q: 3 clusters Score -1.400301e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105682 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -14003317.000000 Penalty: 3774.793945
	Iteration 22Q: 3 clusters Score -1.400332e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -14003560.000000 Penalty: 3774.793945
	Iteration 23Q: 3 clusters Score -1.400356e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -14003748.000000 Penalty: 3774.793945
	Iteration 24Q: 3 clusters Score -1.400375e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -14003884.000000 Penalty: 3774.793945
	Iteration 25Q: 3 clusters Score -1.400388e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -14003937.000000 Penalty: 3774.793945
	Iteration 26Q: 3 clusters Score -1.400394e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14004004.000000 Penalty: 3774.793945
	Iteration 27Q: 3 clusters Score -1.4004e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -14004083.000000 Penalty: 3774.793945
	Iteration 28Q: 3 clusters Score -1.400408e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14004147.000000 Penalty: 3774.793945
	Iteration 29Q: 3 clusters Score -1.400415e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14004246.000000 Penalty: 3774.793945
	Iteration 30Q: 3 clusters Score -1.400425e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -14004281.000000 Penalty: 3774.793945
	Iteration 31Q: 3 clusters Score -1.400428e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -14004303.000000 Penalty: 3774.793945
	Iteration 32Q: 3 clusters Score -1.40043e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14004314.000000 Penalty: 3774.793945
	Iteration 33Q: 3 clusters Score -1.400431e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14004306.000000 Penalty: 3774.793945
	Iteration 34Q: 3 clusters Score -1.400431e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -14004330.000000 Penalty: 3774.793945
	Iteration 35Q: 3 clusters Score -1.400433e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14004357.000000 Penalty: 3774.793945
	Iteration 36Q: 3 clusters Score -1.400436e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14004354.000000 Penalty: 3774.793945
	Iteration 37Q: 3 clusters Score -1.400435e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109528 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14004382.000000 Penalty: 3774.793945
	Iteration 38Q: 3 clusters Score -1.400438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14004363.000000 Penalty: 3774.793945
	Iteration 39Q: 3 clusters Score -1.400436e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14004378.000000 Penalty: 3774.793945
	Iteration 40F: 3 clusters Score -1.400438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14004387.000000 Penalty: 3774.793945
	Iteration 41Q: 3 clusters Score -1.400439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109673 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -14004393.000000 Penalty: 3774.793945
	Iteration 42Q: 3 clusters Score -1.400439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -14004406.000000 Penalty: 3774.793945
	Iteration 43Q: 3 clusters Score -1.400441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14004401.000000 Penalty: 3774.793945
	Iteration 44Q: 3 clusters Score -1.40044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14004403.000000 Penalty: 3774.793945
	Iteration 45Q: 3 clusters Score -1.40044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109740 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14004391.000000 Penalty: 3774.793945
	Iteration 46Q: 3 clusters Score -1.400439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109749 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14004402.000000 Penalty: 3774.793945
	Iteration 47Q: 3 clusters Score -1.40044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14004397.000000 Penalty: 3774.793945
	Iteration 48Q: 3 clusters Score -1.40044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109761 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14004400.000000 Penalty: 3774.793945
	Iteration 49Q: 3 clusters Score -1.40044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109773 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14004414.000000 Penalty: 3774.793945
	Iteration 50Q: 3 clusters Score -1.400441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14004420.000000 Penalty: 3774.793945
	Iteration 51Q: 3 clusters Score -1.400442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14004414.000000 Penalty: 3774.793945
	Iteration 52Q: 3 clusters Score -1.400441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14004415.000000 Penalty: 3774.793945
	Iteration 53Q: 3 clusters Score -1.400442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109822 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14004425.000000 Penalty: 3774.793945
	Iteration 54Q: 3 clusters Score -1.400442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14004420.000000 Penalty: 3774.793945
	Iteration 55Q: 3 clusters Score -1.400442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -14004420.000000 Penalty: 3774.793945
	Iteration 56Q: 3 clusters Score -1.400442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -14004413.000000 Penalty: 3774.793945
	Iteration 57Q: 3 clusters Score -1.400441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14004423.000000 Penalty: 3774.793945
	Iteration 58Q: 3 clusters Score -1.400442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14004416.000000 Penalty: 3774.793945
	Iteration 59Q: 3 clusters Score -1.400442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14004415.000000 Penalty: 3774.793945
	Iteration 60F: 3 clusters Score -1.400442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109880 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14004408.000000 Penalty: 3774.793945
	Iteration 61Q: 3 clusters Score -1.400441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14004411.000000 Penalty: 3774.793945
	Iteration 62Q: 3 clusters Score -1.400441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14004419.000000 Penalty: 3774.793945
	Iteration 63Q: 3 clusters Score -1.400442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14004414.000000 Penalty: 3774.793945
	Iteration 64Q: 3 clusters Score -1.400441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14004413.000000 Penalty: 3774.793945
	Iteration 65Q: 3 clusters Score -1.400441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14004413.000000 Penalty: 3774.793945
	Iteration 66Q: 3 clusters Score -1.400441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14004406.000000 Penalty: 3774.793945
	Iteration 67Q: 3 clusters Score -1.400441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14004400.000000 Penalty: 3774.793945
	Iteration 68Q: 3 clusters Score -1.40044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14004400.000000 Penalty: 3774.793945
	Iteration 69F: 3 clusters Score -1.40044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Entering Unmasked Estep 
Score: -970914.000000 Penalty: 1456.409424
	Iteration 0F: 2 clusters Score -970914 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 3903 members 
Entering Unmasked Estep 
Score: -965080.437500 Penalty: 2912.818848
	Iteration 0F: 3 clusters Score -965080.4 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -966838.062500 Penalty: 2912.818848
	Iteration 1F: 3 clusters Score -966838.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -967049.500000 Penalty: 2912.818848
	Iteration 2F: 3 clusters Score -967049.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -967189.812500 Penalty: 2912.818848
	Iteration 3F: 3 clusters Score -967189.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -967299.437500 Penalty: 2912.818848
	Iteration 4Q: 3 clusters Score -967299.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -967393.187500 Penalty: 2912.818848
	Iteration 5Q: 3 clusters Score -967393.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -967474.125000 Penalty: 2912.818848
	Iteration 6Q: 3 clusters Score -967474.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -967550.250000 Penalty: 2912.818848
	Iteration 7Q: 3 clusters Score -967550.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -967623.937500 Penalty: 2912.818848
	Iteration 8Q: 3 clusters Score -967623.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -967719.500000 Penalty: 2912.818848
	Iteration 9Q: 3 clusters Score -967719.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -967847.000000 Penalty: 2912.818848
	Iteration 10Q: 3 clusters Score -967847 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -967997.812500 Penalty: 2912.818848
	Iteration 11Q: 3 clusters Score -967997.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -968188.750000 Penalty: 2912.818848
	Iteration 12Q: 3 clusters Score -968188.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -968425.625000 Penalty: 2912.818848
	Iteration 13Q: 3 clusters Score -968425.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -968685.250000 Penalty: 2912.818848
	Iteration 14Q: 3 clusters Score -968685.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -968948.062500 Penalty: 2912.818848
	Iteration 15Q: 3 clusters Score -968948.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -969176.125000 Penalty: 2912.818848
	Iteration 16Q: 3 clusters Score -969176.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -969372.437500 Penalty: 2912.818848
	Iteration 17Q: 3 clusters Score -969372.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -969499.062500 Penalty: 2912.818848
	Iteration 18Q: 3 clusters Score -969499.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -969567.500000 Penalty: 2912.818848
	Iteration 19Q: 3 clusters Score -969567.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -969602.937500 Penalty: 2912.818848
	Iteration 20F: 3 clusters Score -969602.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -969629.187500 Penalty: 2912.818848
	Iteration 21Q: 3 clusters Score -969629.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -969645.375000 Penalty: 2912.818848
	Iteration 22Q: 3 clusters Score -969645.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -969654.375000 Penalty: 2912.818848
	Iteration 23Q: 3 clusters Score -969654.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -969668.312500 Penalty: 2912.818848
	Iteration 24Q: 3 clusters Score -969668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -969675.125000 Penalty: 2912.818848
	Iteration 25Q: 3 clusters Score -969675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -969677.937500 Penalty: 2912.818848
	Iteration 26Q: 3 clusters Score -969677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -969681.500000 Penalty: 2912.818848
	Iteration 27Q: 3 clusters Score -969681.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -969687.187500 Penalty: 2912.818848
	Iteration 28Q: 3 clusters Score -969687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -969688.687500 Penalty: 2912.818848
	Iteration 29Q: 3 clusters Score -969688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -969690.375000 Penalty: 2912.818848
	Iteration 30Q: 3 clusters Score -969690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -969693.062500 Penalty: 2912.818848
	Iteration 31Q: 3 clusters Score -969693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -969694.312500 Penalty: 2912.818848
	Iteration 32Q: 3 clusters Score -969694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -969697.937500 Penalty: 2912.818848
	Iteration 33Q: 3 clusters Score -969697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -969701.812500 Penalty: 2912.818848
	Iteration 34Q: 3 clusters Score -969701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -969702.437500 Penalty: 2912.818848
	Iteration 35Q: 3 clusters Score -969702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -969702.437500 Penalty: 2912.818848
	Iteration 36F: 3 clusters Score -969702.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -802762.500000 Penalty: 1427.550659
	Iteration 0F: 2 clusters Score -802762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -797832.687500 Penalty: 2855.101318
	Iteration 0F: 3 clusters Score -797832.7 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -799305.562500 Penalty: 2855.101318
	Iteration 1F: 3 clusters Score -799305.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -799501.750000 Penalty: 2855.101318
	Iteration 2F: 3 clusters Score -799501.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -799631.062500 Penalty: 2855.101318
	Iteration 3Q: 3 clusters Score -799631.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -799756.062500 Penalty: 2855.101318
	Iteration 4Q: 3 clusters Score -799756.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -799864.000000 Penalty: 2855.101318
	Iteration 5Q: 3 clusters Score -799864 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -800005.437500 Penalty: 2855.101318
	Iteration 6Q: 3 clusters Score -800005.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -800120.937500 Penalty: 2855.101318
	Iteration 7Q: 3 clusters Score -800120.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -800227.687500 Penalty: 2855.101318
	Iteration 8Q: 3 clusters Score -800227.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -800338.625000 Penalty: 2855.101318
	Iteration 9Q: 3 clusters Score -800338.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -800444.062500 Penalty: 2855.101318
	Iteration 10Q: 3 clusters Score -800444.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -800546.062500 Penalty: 2855.101318
	Iteration 11Q: 3 clusters Score -800546.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -800637.062500 Penalty: 2855.101318
	Iteration 12Q: 3 clusters Score -800637.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -800713.500000 Penalty: 2855.101318
	Iteration 13Q: 3 clusters Score -800713.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -800795.187500 Penalty: 2855.101318
	Iteration 14Q: 3 clusters Score -800795.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -800861.125000 Penalty: 2855.101318
	Iteration 15Q: 3 clusters Score -800861.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -800917.312500 Penalty: 2855.101318
	Iteration 16Q: 3 clusters Score -800917.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -800973.937500 Penalty: 2855.101318
	Iteration 17Q: 3 clusters Score -800973.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -801019.437500 Penalty: 2855.101318
	Iteration 18Q: 3 clusters Score -801019.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -801058.187500 Penalty: 2855.101318
	Iteration 19Q: 3 clusters Score -801058.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -801096.125000 Penalty: 2855.101318
	Iteration 20F: 3 clusters Score -801096.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -801126.125000 Penalty: 2855.101318
	Iteration 21Q: 3 clusters Score -801126.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -801150.687500 Penalty: 2855.101318
	Iteration 22Q: 3 clusters Score -801150.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -801170.750000 Penalty: 2855.101318
	Iteration 23Q: 3 clusters Score -801170.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -801195.312500 Penalty: 2855.101318
	Iteration 24Q: 3 clusters Score -801195.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -801210.625000 Penalty: 2855.101318
	Iteration 25Q: 3 clusters Score -801210.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -801228.625000 Penalty: 2855.101318
	Iteration 26Q: 3 clusters Score -801228.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -801242.000000 Penalty: 2855.101318
	Iteration 27Q: 3 clusters Score -801242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -801250.875000 Penalty: 2855.101318
	Iteration 28Q: 3 clusters Score -801250.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -801263.437500 Penalty: 2855.101318
	Iteration 29Q: 3 clusters Score -801263.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -801285.500000 Penalty: 2855.101318
	Iteration 30Q: 3 clusters Score -801285.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -801322.937500 Penalty: 2855.101318
	Iteration 31Q: 3 clusters Score -801322.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -801372.875000 Penalty: 2855.101318
	Iteration 32Q: 3 clusters Score -801372.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -801426.625000 Penalty: 2855.101318
	Iteration 33Q: 3 clusters Score -801426.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -801471.937500 Penalty: 2855.101318
	Iteration 34Q: 3 clusters Score -801471.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -801501.812500 Penalty: 2855.101318
	Iteration 35Q: 3 clusters Score -801501.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -801523.687500 Penalty: 2855.101318
	Iteration 36Q: 3 clusters Score -801523.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -801549.250000 Penalty: 2855.101318
	Iteration 37Q: 3 clusters Score -801549.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -801576.562500 Penalty: 2855.101318
	Iteration 38Q: 3 clusters Score -801576.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -801597.375000 Penalty: 2855.101318
	Iteration 39Q: 3 clusters Score -801597.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -801610.312500 Penalty: 2855.101318
	Iteration 40F: 3 clusters Score -801610.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -801622.312500 Penalty: 2855.101318
	Iteration 41Q: 3 clusters Score -801622.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -801630.062500 Penalty: 2855.101318
	Iteration 42Q: 3 clusters Score -801630.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -801641.062500 Penalty: 2855.101318
	Iteration 43Q: 3 clusters Score -801641.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -801650.062500 Penalty: 2855.101318
	Iteration 44Q: 3 clusters Score -801650.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -801657.875000 Penalty: 2855.101318
	Iteration 45Q: 3 clusters Score -801657.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -801664.312500 Penalty: 2855.101318
	Iteration 46Q: 3 clusters Score -801664.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -801673.625000 Penalty: 2855.101318
	Iteration 47Q: 3 clusters Score -801673.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -801679.625000 Penalty: 2855.101318
	Iteration 48Q: 3 clusters Score -801679.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -801683.187500 Penalty: 2855.101318
	Iteration 49Q: 3 clusters Score -801683.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -801685.875000 Penalty: 2855.101318
	Iteration 50Q: 3 clusters Score -801685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -801686.250000 Penalty: 2855.101318
	Iteration 51Q: 3 clusters Score -801686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -801689.187500 Penalty: 2855.101318
	Iteration 52Q: 3 clusters Score -801689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -801691.812500 Penalty: 2855.101318
	Iteration 53Q: 3 clusters Score -801691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -801693.062500 Penalty: 2855.101318
	Iteration 54Q: 3 clusters Score -801693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -801693.687500 Penalty: 2855.101318
	Iteration 55Q: 3 clusters Score -801693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -801695.937500 Penalty: 2855.101318
	Iteration 56Q: 3 clusters Score -801695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -801698.125000 Penalty: 2855.101318
	Iteration 57Q: 3 clusters Score -801698.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -801703.625000 Penalty: 2855.101318
	Iteration 58Q: 3 clusters Score -801703.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -801709.312500 Penalty: 2855.101318
	Iteration 59Q: 3 clusters Score -801709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -801712.125000 Penalty: 2855.101318
	Iteration 60F: 3 clusters Score -801712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -801714.937500 Penalty: 2855.101318
	Iteration 61Q: 3 clusters Score -801714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -801717.437500 Penalty: 2855.101318
	Iteration 62Q: 3 clusters Score -801717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -801719.312500 Penalty: 2855.101318
	Iteration 63Q: 3 clusters Score -801719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -801719.687500 Penalty: 2855.101318
	Iteration 64Q: 3 clusters Score -801719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -801721.375000 Penalty: 2855.101318
	Iteration 65Q: 3 clusters Score -801721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -801720.125000 Penalty: 2855.101318
	Iteration 66Q: 3 clusters Score -801720.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -801722.312500 Penalty: 2855.101318
	Iteration 67Q: 3 clusters Score -801722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -801724.687500 Penalty: 2855.101318
	Iteration 68Q: 3 clusters Score -801724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -801726.437500 Penalty: 2855.101318
	Iteration 69Q: 3 clusters Score -801726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -801727.875000 Penalty: 2855.101318
	Iteration 70Q: 3 clusters Score -801727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -801727.312500 Penalty: 2855.101318
	Iteration 71Q: 3 clusters Score -801727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -801726.812500 Penalty: 2855.101318
	Iteration 72Q: 3 clusters Score -801726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -801726.812500 Penalty: 2855.101318
	Iteration 73F: 3 clusters Score -801726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -95568.859375 Penalty: 1100.253296
	Iteration 0F: 2 clusters Score -95568.86 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: -94269.375000 Penalty: 2200.506592
	Iteration 0F: 3 clusters Score -94269.38 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94826.359375 Penalty: 2200.506592
	Iteration 1F: 3 clusters Score -94826.36 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -95082.445312 Penalty: 2200.506592
	Iteration 2F: 3 clusters Score -95082.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95189.992188 Penalty: 2200.506592
	Iteration 3F: 3 clusters Score -95189.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -95259.773438 Penalty: 2200.506592
	Iteration 4Q: 3 clusters Score -95259.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95317.585938 Penalty: 2200.506592
	Iteration 5Q: 3 clusters Score -95317.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95352.320312 Penalty: 2200.506592
	Iteration 6Q: 3 clusters Score -95352.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95379.906250 Penalty: 2200.506592
	Iteration 7Q: 3 clusters Score -95379.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95392.773438 Penalty: 2200.506592
	Iteration 8Q: 3 clusters Score -95392.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95406.914062 Penalty: 2200.506592
	Iteration 9Q: 3 clusters Score -95406.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95412.000000 Penalty: 2200.506592
	Iteration 10Q: 3 clusters Score -95412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95417.320312 Penalty: 2200.506592
	Iteration 11Q: 3 clusters Score -95417.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95420.656250 Penalty: 2200.506592
	Iteration 12Q: 3 clusters Score -95420.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95424.953125 Penalty: 2200.506592
	Iteration 13Q: 3 clusters Score -95424.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -95429.742188 Penalty: 2200.506592
	Iteration 14Q: 3 clusters Score -95429.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95432.585938 Penalty: 2200.506592
	Iteration 15Q: 3 clusters Score -95432.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95433.117188 Penalty: 2200.506592
	Iteration 16Q: 3 clusters Score -95433.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95435.234375 Penalty: 2200.506592
	Iteration 17Q: 3 clusters Score -95435.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95444.039062 Penalty: 2200.506592
	Iteration 18Q: 3 clusters Score -95444.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95453.007812 Penalty: 2200.506592
	Iteration 19Q: 3 clusters Score -95453.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95462.867188 Penalty: 2200.506592
	Iteration 20F: 3 clusters Score -95462.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95465.648438 Penalty: 2200.506592
	Iteration 21Q: 3 clusters Score -95465.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95467.765625 Penalty: 2200.506592
	Iteration 22Q: 3 clusters Score -95467.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95469.468750 Penalty: 2200.506592
	Iteration 23Q: 3 clusters Score -95469.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95470.984375 Penalty: 2200.506592
	Iteration 24Q: 3 clusters Score -95470.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95470.984375 Penalty: 2200.506592
	Iteration 25F: 3 clusters Score -95470.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Entering Unmasked Estep 
Score: -1946094.375000 Penalty: 1571.678955
	Iteration 0F: 2 clusters Score -1946094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1935130.125000 Penalty: 3143.357910
	Iteration 0F: 3 clusters Score -1935130 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1938965.375000 Penalty: 3143.357910
	Iteration 1F: 3 clusters Score -1938965 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1939286.625000 Penalty: 3143.357910
	Iteration 2F: 3 clusters Score -1939287 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1939606.000000 Penalty: 3143.357910
	Iteration 3F: 3 clusters Score -1939606 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1939918.250000 Penalty: 3143.357910
	Iteration 4Q: 3 clusters Score -1939918 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1940241.625000 Penalty: 3143.357910
	Iteration 5Q: 3 clusters Score -1940242 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1940561.000000 Penalty: 3143.357910
	Iteration 6Q: 3 clusters Score -1940561 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1940917.250000 Penalty: 3143.357910
	Iteration 7Q: 3 clusters Score -1940917 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1941338.500000 Penalty: 3143.357910
	Iteration 8Q: 3 clusters Score -1941338 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1941820.875000 Penalty: 3143.357910
	Iteration 9Q: 3 clusters Score -1941821 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1942388.125000 Penalty: 3143.357910
	Iteration 10F: 3 clusters Score -1942388 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1942993.875000 Penalty: 3143.357910
	Iteration 11Q: 3 clusters Score -1942994 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1943535.000000 Penalty: 3143.357910
	Iteration 12Q: 3 clusters Score -1943535 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1943996.500000 Penalty: 3143.357910
	Iteration 13Q: 3 clusters Score -1943996 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1944360.250000 Penalty: 3143.357910
	Iteration 14Q: 3 clusters Score -1944360 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1944618.875000 Penalty: 3143.357910
	Iteration 15Q: 3 clusters Score -1944619 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1944799.375000 Penalty: 3143.357910
	Iteration 16Q: 3 clusters Score -1944799 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1944892.000000 Penalty: 3143.357910
	Iteration 17Q: 3 clusters Score -1944892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1944954.375000 Penalty: 3143.357910
	Iteration 18Q: 3 clusters Score -1944954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1944991.250000 Penalty: 3143.357910
	Iteration 19Q: 3 clusters Score -1944991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1945020.625000 Penalty: 3143.357910
	Iteration 20F: 3 clusters Score -1945021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1945041.375000 Penalty: 3143.357910
	Iteration 21Q: 3 clusters Score -1945041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1945066.625000 Penalty: 3143.357910
	Iteration 22Q: 3 clusters Score -1945067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1945088.250000 Penalty: 3143.357910
	Iteration 23Q: 3 clusters Score -1945088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1945101.375000 Penalty: 3143.357910
	Iteration 24Q: 3 clusters Score -1945101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1945113.625000 Penalty: 3143.357910
	Iteration 25Q: 3 clusters Score -1945114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1945132.125000 Penalty: 3143.357910
	Iteration 26Q: 3 clusters Score -1945132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1945149.500000 Penalty: 3143.357910
	Iteration 27Q: 3 clusters Score -1945150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1945155.750000 Penalty: 3143.357910
	Iteration 28Q: 3 clusters Score -1945156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1945158.250000 Penalty: 3143.357910
	Iteration 29Q: 3 clusters Score -1945158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1945160.875000 Penalty: 3143.357910
	Iteration 30Q: 3 clusters Score -1945161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1945163.375000 Penalty: 3143.357910
	Iteration 31Q: 3 clusters Score -1945163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1945166.500000 Penalty: 3143.357910
	Iteration 32Q: 3 clusters Score -1945166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1945165.750000 Penalty: 3143.357910
	Iteration 33Q: 3 clusters Score -1945166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1945165.500000 Penalty: 3143.357910
	Iteration 34Q: 3 clusters Score -1945166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1945166.375000 Penalty: 3143.357910
	Iteration 35Q: 3 clusters Score -1945166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1945166.375000 Penalty: 3143.357910
	Iteration 36F: 3 clusters Score -1945166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26910.474609 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -26910.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26093.085938 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -26093.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26180.707031 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -26180.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26222.554688 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -26222.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26240.648438 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -26240.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26248.267578 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -26248.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26253.216797 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -26253.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26253.216797 Penalty: 1789.232788
	Iteration 6F: 3 clusters Score -26253.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -18553.310547 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -18553.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17896.046875 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -17896.05 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18415.482422 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -18415.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18789.373047 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -18789.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18917.455078 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -18917.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19010.289062 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -19010.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19059.132812 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -19059.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19072.949219 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -19072.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19075.927734 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -19075.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19089.925781 Penalty: 1917.466675
	Iteration 8F: 3 clusters Score -19089.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19148.968750 Penalty: 1917.466675
	Iteration 9Q: 3 clusters Score -19148.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19158.207031 Penalty: 1917.466675
	Iteration 10Q: 3 clusters Score -19158.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19165.070312 Penalty: 1917.466675
	Iteration 11Q: 3 clusters Score -19165.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19170.308594 Penalty: 1917.466675
	Iteration 12Q: 3 clusters Score -19170.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19180.023438 Penalty: 1917.466675
	Iteration 13Q: 3 clusters Score -19180.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19184.910156 Penalty: 1917.466675
	Iteration 14Q: 3 clusters Score -19184.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19184.910156 Penalty: 1917.466675
	Iteration 15F: 3 clusters Score -19184.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113613 members 
Mstep: Class 7 contains 106220 members 
Mstep: Class 8 contains 107889 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 14226 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42162 members 
Mstep: Class 17 contains 90004 members 
Mstep: Class 18 contains 93827 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112227 members 
Mstep: Class 23 contains 106338 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52543 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14278 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 110719 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15865 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 214 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7211 members 
Mstep: Class 42 contains 151 members 
Entering Unmasked Estep 
Score: -141744080.000000 Penalty: 95283.945312
Splitting cluster 37 changes total score from -141744736.000000 to -141744080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -19064.007812 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -19064.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18321.560547 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -18321.56 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18497.654297 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18497.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18583.244141 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18583.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18671.933594 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -18671.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18729.765625 Penalty: 1827.805786
	Iteration 4F: 3 clusters Score -18729.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18793.890625 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18793.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18879.195312 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18984.587891 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18984.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19010.695312 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -19010.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19010.695312 Penalty: 1827.805786
	Iteration 9F: 3 clusters Score -19010.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -568584.687500 Penalty: 1381.554932
	Iteration 0F: 2 clusters Score -568584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -564690.125000 Penalty: 2763.109863
	Iteration 0F: 3 clusters Score -564690.1 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -565884.500000 Penalty: 2763.109863
	Iteration 1F: 3 clusters Score -565884.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -566152.625000 Penalty: 2763.109863
	Iteration 2F: 3 clusters Score -566152.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -566384.000000 Penalty: 2763.109863
	Iteration 3F: 3 clusters Score -566384 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -566616.312500 Penalty: 2763.109863
	Iteration 4F: 3 clusters Score -566616.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -566819.875000 Penalty: 2763.109863
	Iteration 5F: 3 clusters Score -566819.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566997.500000 Penalty: 2763.109863
	Iteration 6Q: 3 clusters Score -566997.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -567143.562500 Penalty: 2763.109863
	Iteration 7Q: 3 clusters Score -567143.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -567264.937500 Penalty: 2763.109863
	Iteration 8Q: 3 clusters Score -567264.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -567366.125000 Penalty: 2763.109863
	Iteration 9Q: 3 clusters Score -567366.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -567436.062500 Penalty: 2763.109863
	Iteration 10Q: 3 clusters Score -567436.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -567479.437500 Penalty: 2763.109863
	Iteration 11Q: 3 clusters Score -567479.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -567524.000000 Penalty: 2763.109863
	Iteration 12Q: 3 clusters Score -567524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -567569.812500 Penalty: 2763.109863
	Iteration 13Q: 3 clusters Score -567569.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -567619.437500 Penalty: 2763.109863
	Iteration 14Q: 3 clusters Score -567619.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -567677.937500 Penalty: 2763.109863
	Iteration 15Q: 3 clusters Score -567677.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -567740.062500 Penalty: 2763.109863
	Iteration 16Q: 3 clusters Score -567740.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -567799.750000 Penalty: 2763.109863
	Iteration 17Q: 3 clusters Score -567799.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -567832.687500 Penalty: 2763.109863
	Iteration 18Q: 3 clusters Score -567832.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -567851.875000 Penalty: 2763.109863
	Iteration 19Q: 3 clusters Score -567851.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -567860.375000 Penalty: 2763.109863
	Iteration 20F: 3 clusters Score -567860.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -567873.500000 Penalty: 2763.109863
	Iteration 21Q: 3 clusters Score -567873.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -567886.125000 Penalty: 2763.109863
	Iteration 22Q: 3 clusters Score -567886.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -567897.125000 Penalty: 2763.109863
	Iteration 23Q: 3 clusters Score -567897.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -567910.437500 Penalty: 2763.109863
	Iteration 24Q: 3 clusters Score -567910.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -567920.062500 Penalty: 2763.109863
	Iteration 25Q: 3 clusters Score -567920.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -567928.562500 Penalty: 2763.109863
	Iteration 26Q: 3 clusters Score -567928.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -567936.000000 Penalty: 2763.109863
	Iteration 27Q: 3 clusters Score -567936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -567944.250000 Penalty: 2763.109863
	Iteration 28Q: 3 clusters Score -567944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -567948.750000 Penalty: 2763.109863
	Iteration 29Q: 3 clusters Score -567948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -567952.562500 Penalty: 2763.109863
	Iteration 30Q: 3 clusters Score -567952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -567955.437500 Penalty: 2763.109863
	Iteration 31Q: 3 clusters Score -567955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -567960.937500 Penalty: 2763.109863
	Iteration 32Q: 3 clusters Score -567960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -567963.562500 Penalty: 2763.109863
	Iteration 33Q: 3 clusters Score -567963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -567968.437500 Penalty: 2763.109863
	Iteration 34Q: 3 clusters Score -567968.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -567969.812500 Penalty: 2763.109863
	Iteration 35Q: 3 clusters Score -567969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -567971.312500 Penalty: 2763.109863
	Iteration 36Q: 3 clusters Score -567971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -567972.625000 Penalty: 2763.109863
	Iteration 37Q: 3 clusters Score -567972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -567974.312500 Penalty: 2763.109863
	Iteration 38Q: 3 clusters Score -567974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -567977.687500 Penalty: 2763.109863
	Iteration 39Q: 3 clusters Score -567977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -567977.750000 Penalty: 2763.109863
	Iteration 40F: 3 clusters Score -567977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -567978.875000 Penalty: 2763.109863
	Iteration 41Q: 3 clusters Score -567978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -567978.875000 Penalty: 2763.109863
	Iteration 42F: 3 clusters Score -567978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -20669.025391 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -20669.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19948.345703 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -19948.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20039.951172 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -20039.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20090.109375 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -20090.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20106.765625 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -20106.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20110.042969 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -20110.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20110.042969 Penalty: 1721.953125
	Iteration 5F: 3 clusters Score -20110.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -881541.875000 Penalty: 1443.546509
	Iteration 0F: 2 clusters Score -881541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -876160.312500 Penalty: 2887.093018
	Iteration 0F: 3 clusters Score -876160.3 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -877772.625000 Penalty: 2887.093018
	Iteration 1F: 3 clusters Score -877772.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -877973.812500 Penalty: 2887.093018
	Iteration 2F: 3 clusters Score -877973.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -878117.625000 Penalty: 2887.093018
	Iteration 3Q: 3 clusters Score -878117.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -878245.312500 Penalty: 2887.093018
	Iteration 4Q: 3 clusters Score -878245.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -878405.875000 Penalty: 2887.093018
	Iteration 5Q: 3 clusters Score -878405.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -878590.750000 Penalty: 2887.093018
	Iteration 6Q: 3 clusters Score -878590.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -878822.250000 Penalty: 2887.093018
	Iteration 7Q: 3 clusters Score -878822.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -879117.562500 Penalty: 2887.093018
	Iteration 8F: 3 clusters Score -879117.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -879452.437500 Penalty: 2887.093018
	Iteration 9F: 3 clusters Score -879452.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -879747.625000 Penalty: 2887.093018
	Iteration 10F: 3 clusters Score -879747.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -879989.375000 Penalty: 2887.093018
	Iteration 11Q: 3 clusters Score -879989.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -880130.375000 Penalty: 2887.093018
	Iteration 12Q: 3 clusters Score -880130.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -880253.000000 Penalty: 2887.093018
	Iteration 13Q: 3 clusters Score -880253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -880360.187500 Penalty: 2887.093018
	Iteration 14Q: 3 clusters Score -880360.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -880452.062500 Penalty: 2887.093018
	Iteration 15Q: 3 clusters Score -880452.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -880529.250000 Penalty: 2887.093018
	Iteration 16Q: 3 clusters Score -880529.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -880600.437500 Penalty: 2887.093018
	Iteration 17Q: 3 clusters Score -880600.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -880673.187500 Penalty: 2887.093018
	Iteration 18Q: 3 clusters Score -880673.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -880770.312500 Penalty: 2887.093018
	Iteration 19Q: 3 clusters Score -880770.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -880862.125000 Penalty: 2887.093018
	Iteration 20F: 3 clusters Score -880862.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -880931.625000 Penalty: 2887.093018
	Iteration 21Q: 3 clusters Score -880931.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -880969.687500 Penalty: 2887.093018
	Iteration 22Q: 3 clusters Score -880969.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -880991.562500 Penalty: 2887.093018
	Iteration 23Q: 3 clusters Score -880991.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -881006.625000 Penalty: 2887.093018
	Iteration 24Q: 3 clusters Score -881006.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -881013.437500 Penalty: 2887.093018
	Iteration 25Q: 3 clusters Score -881013.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -881023.187500 Penalty: 2887.093018
	Iteration 26Q: 3 clusters Score -881023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -881027.187500 Penalty: 2887.093018
	Iteration 27Q: 3 clusters Score -881027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -881031.562500 Penalty: 2887.093018
	Iteration 28Q: 3 clusters Score -881031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -881034.562500 Penalty: 2887.093018
	Iteration 29Q: 3 clusters Score -881034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -881035.750000 Penalty: 2887.093018
	Iteration 30Q: 3 clusters Score -881035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -881037.437500 Penalty: 2887.093018
	Iteration 31Q: 3 clusters Score -881037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -881038.312500 Penalty: 2887.093018
	Iteration 32Q: 3 clusters Score -881038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -881038.312500 Penalty: 2887.093018
	Iteration 33F: 3 clusters Score -881038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113613 members 
Mstep: Class 7 contains 106220 members 
Mstep: Class 8 contains 107889 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 14226 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42162 members 
Mstep: Class 17 contains 90004 members 
Mstep: Class 18 contains 93827 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112227 members 
Mstep: Class 23 contains 106338 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52543 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14278 members 
Mstep: Class 28 contains 10399 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 110719 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15865 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744816.000000 Penalty: 93015.281250
Iteration 399Q: 42 clusters Score -1.417448e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113636 members 
Mstep: Class 7 contains 106227 members 
Mstep: Class 8 contains 107983 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 14221 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42196 members 
Mstep: Class 17 contains 90113 members 
Mstep: Class 18 contains 93832 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112171 members 
Mstep: Class 23 contains 106376 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52403 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14273 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 1596 members 
Mstep: Class 31 contains 110676 members 
Mstep: Class 32 contains 7803 members 
Mstep: Class 33 contains 6537 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15857 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4925 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744944.000000 Penalty: 93015.281250
Iteration 400F: 42 clusters Score -1.417449e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100071 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113690 members 
Mstep: Class 7 contains 106239 members 
Mstep: Class 8 contains 108086 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5976 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 42239 members 
Mstep: Class 17 contains 90219 members 
Mstep: Class 18 contains 93840 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112091 members 
Mstep: Class 23 contains 106418 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52275 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14272 members 
Mstep: Class 28 contains 10406 members 
Mstep: Class 29 contains 2202 members 
Mstep: Class 30 contains 1591 members 
Mstep: Class 31 contains 110618 members 
Mstep: Class 32 contains 7802 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15854 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744896.000000 Penalty: 93015.281250
Iteration 401Q: 42 clusters Score -1.417449e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 100027 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113702 members 
Mstep: Class 7 contains 106249 members 
Mstep: Class 8 contains 108204 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 14203 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 90337 members 
Mstep: Class 18 contains 93849 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 112026 members 
Mstep: Class 23 contains 106426 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52185 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14260 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 2203 members 
Mstep: Class 30 contains 1584 members 
Mstep: Class 31 contains 110573 members 
Mstep: Class 32 contains 7802 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 15847 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4923 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744896.000000 Penalty: 93015.281250
Iteration 402Q: 42 clusters Score -1.417449e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99971 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113739 members 
Mstep: Class 7 contains 106249 members 
Mstep: Class 8 contains 108289 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 14194 members 
Mstep: Class 14 contains 7274 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 42289 members 
Mstep: Class 17 contains 90461 members 
Mstep: Class 18 contains 93849 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111980 members 
Mstep: Class 23 contains 106424 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52092 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14250 members 
Mstep: Class 28 contains 10403 members 
Mstep: Class 29 contains 2207 members 
Mstep: Class 30 contains 1576 members 
Mstep: Class 31 contains 110547 members 
Mstep: Class 32 contains 7802 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15846 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4922 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744832.000000 Penalty: 93015.281250
Iteration 403Q: 42 clusters Score -1.417448e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99936 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113778 members 
Mstep: Class 7 contains 106241 members 
Mstep: Class 8 contains 108355 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5875 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 42327 members 
Mstep: Class 17 contains 90614 members 
Mstep: Class 18 contains 93852 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111894 members 
Mstep: Class 23 contains 106420 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 52010 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14242 members 
Mstep: Class 28 contains 10406 members 
Mstep: Class 29 contains 2208 members 
Mstep: Class 30 contains 1571 members 
Mstep: Class 31 contains 110509 members 
Mstep: Class 32 contains 7802 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15842 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744928.000000 Penalty: 93015.281250
Iteration 404Q: 42 clusters Score -1.417449e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99920 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113785 members 
Mstep: Class 7 contains 106237 members 
Mstep: Class 8 contains 108430 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 14188 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 90739 members 
Mstep: Class 18 contains 93848 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111835 members 
Mstep: Class 23 contains 106437 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51928 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14236 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 2210 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 110461 members 
Mstep: Class 32 contains 7801 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15841 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4923 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744768.000000 Penalty: 93015.281250
Iteration 405Q: 42 clusters Score -1.417448e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99937 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113787 members 
Mstep: Class 7 contains 106237 members 
Mstep: Class 8 contains 108477 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9407 members 
Mstep: Class 13 contains 14184 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 42388 members 
Mstep: Class 17 contains 90846 members 
Mstep: Class 18 contains 93848 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111773 members 
Mstep: Class 23 contains 106472 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51840 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14230 members 
Mstep: Class 28 contains 10409 members 
Mstep: Class 29 contains 2212 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 110412 members 
Mstep: Class 32 contains 7800 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15841 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745056.000000 Penalty: 93015.281250
Iteration 406Q: 42 clusters Score -1.417451e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99897 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113801 members 
Mstep: Class 7 contains 106238 members 
Mstep: Class 8 contains 108526 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42405 members 
Mstep: Class 17 contains 90980 members 
Mstep: Class 18 contains 93834 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111729 members 
Mstep: Class 23 contains 106493 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51775 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14228 members 
Mstep: Class 28 contains 10406 members 
Mstep: Class 29 contains 2212 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 110379 members 
Mstep: Class 32 contains 7798 members 
Mstep: Class 33 contains 6545 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15833 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4925 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745216.000000 Penalty: 93015.281250
Iteration 407Q: 42 clusters Score -1.417452e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99836 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113825 members 
Mstep: Class 7 contains 106236 members 
Mstep: Class 8 contains 108577 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5747 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 14181 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 42428 members 
Mstep: Class 17 contains 91109 members 
Mstep: Class 18 contains 93829 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111691 members 
Mstep: Class 23 contains 106526 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51691 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14223 members 
Mstep: Class 28 contains 10396 members 
Mstep: Class 29 contains 2211 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110364 members 
Mstep: Class 32 contains 7794 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15826 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4925 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745184.000000 Penalty: 93015.281250
Iteration 408Q: 42 clusters Score -1.417452e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99766 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113851 members 
Mstep: Class 7 contains 106244 members 
Mstep: Class 8 contains 108589 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 14184 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 42453 members 
Mstep: Class 17 contains 91225 members 
Mstep: Class 18 contains 93828 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111669 members 
Mstep: Class 23 contains 106544 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51623 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14223 members 
Mstep: Class 28 contains 10392 members 
Mstep: Class 29 contains 2212 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 110340 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15825 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4927 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745136.000000 Penalty: 93015.281250
Iteration 409Q: 42 clusters Score -1.417451e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99682 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113887 members 
Mstep: Class 7 contains 106253 members 
Mstep: Class 8 contains 108608 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 14178 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42472 members 
Mstep: Class 17 contains 91326 members 
Mstep: Class 18 contains 93826 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111646 members 
Mstep: Class 23 contains 106578 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51546 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14219 members 
Mstep: Class 28 contains 10398 members 
Mstep: Class 29 contains 2212 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110326 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6545 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15822 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4929 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745056.000000 Penalty: 93015.281250
Iteration 410Q: 42 clusters Score -1.417451e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99664 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113889 members 
Mstep: Class 7 contains 106247 members 
Mstep: Class 8 contains 108590 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42500 members 
Mstep: Class 17 contains 91431 members 
Mstep: Class 18 contains 93814 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111631 members 
Mstep: Class 23 contains 106635 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51454 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14217 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 2215 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 110308 members 
Mstep: Class 32 contains 7789 members 
Mstep: Class 33 contains 6544 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15814 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4928 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745120.000000 Penalty: 93015.281250
Iteration 411Q: 42 clusters Score -1.417451e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99647 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113900 members 
Mstep: Class 7 contains 106240 members 
Mstep: Class 8 contains 108576 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5668 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 14173 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42518 members 
Mstep: Class 17 contains 91521 members 
Mstep: Class 18 contains 93806 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111632 members 
Mstep: Class 23 contains 106656 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51375 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14217 members 
Mstep: Class 28 contains 10406 members 
Mstep: Class 29 contains 2219 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 110308 members 
Mstep: Class 32 contains 7788 members 
Mstep: Class 33 contains 6540 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15811 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4927 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745296.000000 Penalty: 93015.281250
Iteration 412Q: 42 clusters Score -1.417453e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99626 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113912 members 
Mstep: Class 7 contains 106241 members 
Mstep: Class 8 contains 108561 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 14175 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 42527 members 
Mstep: Class 17 contains 91601 members 
Mstep: Class 18 contains 93795 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111619 members 
Mstep: Class 23 contains 106680 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51309 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14220 members 
Mstep: Class 28 contains 10400 members 
Mstep: Class 29 contains 2223 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 110317 members 
Mstep: Class 32 contains 7787 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15810 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745248.000000 Penalty: 93015.281250
Iteration 413Q: 42 clusters Score -1.417452e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99645 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113909 members 
Mstep: Class 7 contains 106230 members 
Mstep: Class 8 contains 108570 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5644 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9410 members 
Mstep: Class 13 contains 14173 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 42533 members 
Mstep: Class 17 contains 91683 members 
Mstep: Class 18 contains 93794 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111588 members 
Mstep: Class 23 contains 106702 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51249 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14217 members 
Mstep: Class 28 contains 10401 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 110298 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6540 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15809 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4921 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745184.000000 Penalty: 93015.281250
Iteration 414Q: 42 clusters Score -1.417452e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99676 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113912 members 
Mstep: Class 7 contains 106217 members 
Mstep: Class 8 contains 108562 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9412 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 91757 members 
Mstep: Class 18 contains 93787 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111546 members 
Mstep: Class 23 contains 106739 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51191 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14218 members 
Mstep: Class 28 contains 10398 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110284 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15806 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745216.000000 Penalty: 93015.281250
Iteration 415Q: 42 clusters Score -1.417452e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99703 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113904 members 
Mstep: Class 7 contains 106216 members 
Mstep: Class 8 contains 108531 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5618 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9410 members 
Mstep: Class 13 contains 14184 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 91831 members 
Mstep: Class 18 contains 93778 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111531 members 
Mstep: Class 23 contains 106780 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51141 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14217 members 
Mstep: Class 28 contains 10405 members 
Mstep: Class 29 contains 2225 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110263 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15798 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4925 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745280.000000 Penalty: 93015.281250
Iteration 416Q: 42 clusters Score -1.417453e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99747 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113894 members 
Mstep: Class 7 contains 106202 members 
Mstep: Class 8 contains 108512 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 14192 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42541 members 
Mstep: Class 17 contains 91919 members 
Mstep: Class 18 contains 93779 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111521 members 
Mstep: Class 23 contains 106808 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51065 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14217 members 
Mstep: Class 28 contains 10410 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110236 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15785 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4928 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745328.000000 Penalty: 93015.281250
Iteration 417Q: 42 clusters Score -1.417453e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99773 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113876 members 
Mstep: Class 7 contains 106183 members 
Mstep: Class 8 contains 108479 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9412 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42550 members 
Mstep: Class 17 contains 92003 members 
Mstep: Class 18 contains 93775 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111512 members 
Mstep: Class 23 contains 106835 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 51005 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14215 members 
Mstep: Class 28 contains 10417 members 
Mstep: Class 29 contains 2221 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110244 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15782 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4927 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745424.000000 Penalty: 93015.281250
Iteration 418Q: 42 clusters Score -1.417454e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99762 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113887 members 
Mstep: Class 7 contains 106169 members 
Mstep: Class 8 contains 108443 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42566 members 
Mstep: Class 17 contains 92091 members 
Mstep: Class 18 contains 93764 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111525 members 
Mstep: Class 23 contains 106831 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50948 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14215 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110259 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15777 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4929 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745472.000000 Penalty: 93015.281250
Iteration 419Q: 42 clusters Score -1.417455e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 99717 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113910 members 
Mstep: Class 7 contains 106163 members 
Mstep: Class 8 contains 108416 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 42597 members 
Mstep: Class 17 contains 92164 members 
Mstep: Class 18 contains 93758 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111521 members 
Mstep: Class 23 contains 106850 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50894 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14209 members 
Mstep: Class 28 contains 10420 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110270 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15777 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4933 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745760.000000 Penalty: 93015.281250
Iteration 420F: 42 clusters Score -1.417458e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99701 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113957 members 
Mstep: Class 7 contains 106160 members 
Mstep: Class 8 contains 108387 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5537 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 14191 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42626 members 
Mstep: Class 17 contains 92232 members 
Mstep: Class 18 contains 93757 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111490 members 
Mstep: Class 23 contains 106872 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50836 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14206 members 
Mstep: Class 28 contains 10419 members 
Mstep: Class 29 contains 2221 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 110264 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6545 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15775 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4934 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745744.000000 Penalty: 93015.281250
Iteration 421Q: 42 clusters Score -1.417457e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99721 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113997 members 
Mstep: Class 7 contains 106148 members 
Mstep: Class 8 contains 108372 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 14190 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 92292 members 
Mstep: Class 18 contains 93750 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111466 members 
Mstep: Class 23 contains 106875 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50787 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14204 members 
Mstep: Class 28 contains 10425 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 110249 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6544 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15771 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4937 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745856.000000 Penalty: 93015.281250
Iteration 422Q: 42 clusters Score -1.417459e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99718 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114032 members 
Mstep: Class 7 contains 106130 members 
Mstep: Class 8 contains 108355 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42654 members 
Mstep: Class 17 contains 92354 members 
Mstep: Class 18 contains 93752 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111423 members 
Mstep: Class 23 contains 106890 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50745 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14199 members 
Mstep: Class 28 contains 10428 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 110267 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15770 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4941 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745744.000000 Penalty: 93015.281250
Iteration 423Q: 42 clusters Score -1.417457e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99707 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114077 members 
Mstep: Class 7 contains 106118 members 
Mstep: Class 8 contains 108342 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9432 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42671 members 
Mstep: Class 17 contains 92408 members 
Mstep: Class 18 contains 93754 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111357 members 
Mstep: Class 23 contains 106912 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50690 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14194 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 2223 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 110293 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15768 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4941 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746016.000000 Penalty: 93015.281250
Iteration 424Q: 42 clusters Score -1.41746e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99748 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114115 members 
Mstep: Class 7 contains 106120 members 
Mstep: Class 8 contains 108325 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5450 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9439 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42672 members 
Mstep: Class 17 contains 92456 members 
Mstep: Class 18 contains 93757 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111277 members 
Mstep: Class 23 contains 106923 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50631 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14190 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 2223 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 110321 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6540 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15763 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4944 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746064.000000 Penalty: 93015.281250
Iteration 425Q: 42 clusters Score -1.417461e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99795 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114136 members 
Mstep: Class 7 contains 106124 members 
Mstep: Class 8 contains 108310 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9450 members 
Mstep: Class 13 contains 14201 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42675 members 
Mstep: Class 17 contains 92487 members 
Mstep: Class 18 contains 93763 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111225 members 
Mstep: Class 23 contains 106939 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50572 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14188 members 
Mstep: Class 28 contains 10434 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 110317 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6537 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15760 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4945 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746224.000000 Penalty: 93015.281250
Iteration 426Q: 42 clusters Score -1.417462e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99859 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114143 members 
Mstep: Class 7 contains 106113 members 
Mstep: Class 8 contains 108288 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 14204 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42683 members 
Mstep: Class 17 contains 92523 members 
Mstep: Class 18 contains 93770 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111195 members 
Mstep: Class 23 contains 106936 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50516 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14187 members 
Mstep: Class 28 contains 10435 members 
Mstep: Class 29 contains 2221 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 110325 members 
Mstep: Class 32 contains 7786 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15753 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4945 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746224.000000 Penalty: 93015.281250
Iteration 427Q: 42 clusters Score -1.417462e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99914 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114146 members 
Mstep: Class 7 contains 106118 members 
Mstep: Class 8 contains 108299 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5418 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 14203 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42694 members 
Mstep: Class 17 contains 92566 members 
Mstep: Class 18 contains 93770 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111168 members 
Mstep: Class 23 contains 106925 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50460 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14187 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 2222 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 110305 members 
Mstep: Class 32 contains 7787 members 
Mstep: Class 33 contains 6536 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15749 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4945 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746320.000000 Penalty: 93015.281250
Iteration 428Q: 42 clusters Score -1.417463e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99997 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114151 members 
Mstep: Class 7 contains 106108 members 
Mstep: Class 8 contains 108293 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9453 members 
Mstep: Class 13 contains 14205 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 42711 members 
Mstep: Class 17 contains 92609 members 
Mstep: Class 18 contains 93768 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111140 members 
Mstep: Class 23 contains 106898 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50411 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14180 members 
Mstep: Class 28 contains 10437 members 
Mstep: Class 29 contains 2220 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 110303 members 
Mstep: Class 32 contains 7786 members 
Mstep: Class 33 contains 6538 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15744 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4947 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746288.000000 Penalty: 93015.281250
Iteration 429Q: 42 clusters Score -1.417463e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100036 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114131 members 
Mstep: Class 7 contains 106101 members 
Mstep: Class 8 contains 108295 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5390 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9453 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42733 members 
Mstep: Class 17 contains 92647 members 
Mstep: Class 18 contains 93768 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111102 members 
Mstep: Class 23 contains 106893 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50376 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14178 members 
Mstep: Class 28 contains 10437 members 
Mstep: Class 29 contains 2221 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 110320 members 
Mstep: Class 32 contains 7786 members 
Mstep: Class 33 contains 6539 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15737 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4948 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746448.000000 Penalty: 93015.281250
Iteration 430Q: 42 clusters Score -1.417464e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100053 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114134 members 
Mstep: Class 7 contains 106092 members 
Mstep: Class 8 contains 108304 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5377 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 14213 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 42749 members 
Mstep: Class 17 contains 92662 members 
Mstep: Class 18 contains 93771 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111080 members 
Mstep: Class 23 contains 106905 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50345 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14178 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 2221 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 110328 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 6535 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15730 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4946 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746592.000000 Penalty: 93015.281250
Iteration 431Q: 42 clusters Score -1.417466e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100080 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114140 members 
Mstep: Class 7 contains 106108 members 
Mstep: Class 8 contains 108293 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9453 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42751 members 
Mstep: Class 17 contains 92664 members 
Mstep: Class 18 contains 93775 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111071 members 
Mstep: Class 23 contains 106916 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50304 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14177 members 
Mstep: Class 28 contains 10444 members 
Mstep: Class 29 contains 2224 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 110336 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 6530 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15727 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4944 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746640.000000 Penalty: 93015.281250
Iteration 432Q: 42 clusters Score -1.417466e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100072 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114146 members 
Mstep: Class 7 contains 106131 members 
Mstep: Class 8 contains 108289 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5353 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9454 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 92672 members 
Mstep: Class 18 contains 93785 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111042 members 
Mstep: Class 23 contains 106931 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50270 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14174 members 
Mstep: Class 28 contains 10444 members 
Mstep: Class 29 contains 2224 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 110353 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6528 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15728 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4943 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746624.000000 Penalty: 93015.281250
Iteration 433Q: 42 clusters Score -1.417466e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100074 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114141 members 
Mstep: Class 7 contains 106150 members 
Mstep: Class 8 contains 108289 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5339 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9456 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42787 members 
Mstep: Class 17 contains 92680 members 
Mstep: Class 18 contains 93793 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 111022 members 
Mstep: Class 23 contains 106933 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50228 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14166 members 
Mstep: Class 28 contains 10447 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 110371 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 6525 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15734 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4948 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746384.000000 Penalty: 93015.281250
Iteration 434Q: 42 clusters Score -1.417464e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100055 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114166 members 
Mstep: Class 7 contains 106162 members 
Mstep: Class 8 contains 108286 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9457 members 
Mstep: Class 13 contains 14221 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42807 members 
Mstep: Class 17 contains 92702 members 
Mstep: Class 18 contains 93796 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110987 members 
Mstep: Class 23 contains 106939 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50192 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110387 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6524 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15736 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4950 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746512.000000 Penalty: 93015.281250
Iteration 435Q: 42 clusters Score -1.417465e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100047 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114185 members 
Mstep: Class 7 contains 106167 members 
Mstep: Class 8 contains 108277 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 7259 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42817 members 
Mstep: Class 17 contains 92715 members 
Mstep: Class 18 contains 93800 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110979 members 
Mstep: Class 23 contains 106930 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50161 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14156 members 
Mstep: Class 28 contains 10452 members 
Mstep: Class 29 contains 2227 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110418 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15732 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4953 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746480.000000 Penalty: 93015.281250
Iteration 436Q: 42 clusters Score -1.417465e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 100004 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114188 members 
Mstep: Class 7 contains 106176 members 
Mstep: Class 8 contains 108266 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5294 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9465 members 
Mstep: Class 13 contains 14220 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42828 members 
Mstep: Class 17 contains 92751 members 
Mstep: Class 18 contains 93801 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110970 members 
Mstep: Class 23 contains 106932 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50128 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110455 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 6525 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15734 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4952 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746832.000000 Penalty: 93015.281250
Iteration 437Q: 42 clusters Score -1.417468e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99949 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114205 members 
Mstep: Class 7 contains 106175 members 
Mstep: Class 8 contains 108268 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 14216 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42837 members 
Mstep: Class 17 contains 92795 members 
Mstep: Class 18 contains 93798 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110958 members 
Mstep: Class 23 contains 106949 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50095 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110484 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6525 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15730 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4952 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746672.000000 Penalty: 93015.281250
Iteration 438Q: 42 clusters Score -1.417467e+08 nChanged 676
Entering ConstructFrom: 
Score: -141746672.000000 Penalty: 93015.281250
Entering ConstructFrom: 
Trying to split cluster 1 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46933.656250 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -46933.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46021.277344 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -46021.28 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46275.242188 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -46275.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46374.402344 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -46374.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46416.109375 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -46416.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46440.062500 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -46440.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46465.621094 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -46465.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46471.902344 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -46471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46471.902344 Penalty: 1999.638184
	Iteration 7F: 3 clusters Score -46471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -50089.121094 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -50089.12 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 266 members 
Entering Unmasked Estep 
Score: -49092.105469 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -49092.11 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49344.660156 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -49344.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49416.636719 Penalty: 2036.840210
	Iteration 2F: 3 clusters Score -49416.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49481.242188 Penalty: 2036.840210
	Iteration 3Q: 3 clusters Score -49481.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49528.402344 Penalty: 2036.840210
	Iteration 4Q: 3 clusters Score -49528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49552.867188 Penalty: 2036.840210
	Iteration 5Q: 3 clusters Score -49552.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49580.296875 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -49580.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49618.429688 Penalty: 2036.840210
	Iteration 7Q: 3 clusters Score -49618.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49629.191406 Penalty: 2036.840210
	Iteration 8Q: 3 clusters Score -49629.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49636.074219 Penalty: 2036.840210
	Iteration 9Q: 3 clusters Score -49636.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49639.734375 Penalty: 2036.840210
	Iteration 10Q: 3 clusters Score -49639.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49659.687500 Penalty: 2036.840210
	Iteration 11Q: 3 clusters Score -49659.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49662.027344 Penalty: 2036.840210
	Iteration 12Q: 3 clusters Score -49662.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49662.027344 Penalty: 2036.840210
	Iteration 13F: 3 clusters Score -49662.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -139410.359375 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -139410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137862.140625 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -137862.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138338.109375 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -138338.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -138646.828125 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -138646.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138971.687500 Penalty: 2320.647217
	Iteration 3F: 3 clusters Score -138971.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -139170.906250 Penalty: 2320.647217
	Iteration 4F: 3 clusters Score -139170.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139272.328125 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -139272.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139346.671875 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -139346.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139401.953125 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -139402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139440.312500 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -139440.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139464.906250 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -139464.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139478.359375 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -139478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139481.062500 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -139481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139483.062500 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -139483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139484.156250 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -139484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139485.187500 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -139485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139485.765625 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -139485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139485.937500 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -139485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139485.937500 Penalty: 2320.647217
	Iteration 17F: 3 clusters Score -139485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 99887 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114229 members 
Mstep: Class 7 contains 106171 members 
Mstep: Class 8 contains 108274 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 92842 members 
Mstep: Class 18 contains 93791 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110935 members 
Mstep: Class 23 contains 106981 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50058 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110513 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4950 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7327 members 
Mstep: Class 42 contains 578 members 
Entering Unmasked Estep 
Score: -141745632.000000 Penalty: 95283.945312
Splitting cluster 3 changes total score from -141746672.000000 to -141745632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (99887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Entering Unmasked Estep 
Score: -12634282.000000 Penalty: 1870.666748
	Iteration 0F: 2 clusters Score -1.263428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -12567959.000000 Penalty: 3741.333496
	Iteration 0F: 3 clusters Score -1.256796e+07 nChanged 47969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -12596744.000000 Penalty: 3741.333496
	Iteration 1F: 3 clusters Score -1.259674e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -12598401.000000 Penalty: 3741.333496
	Iteration 2Q: 3 clusters Score -1.25984e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -12600860.000000 Penalty: 3741.333496
	Iteration 3F: 3 clusters Score -1.260086e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -12604522.000000 Penalty: 3741.333496
	Iteration 4F: 3 clusters Score -1.260452e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -12609576.000000 Penalty: 3741.333496
	Iteration 5F: 3 clusters Score -1.260958e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -12615141.000000 Penalty: 3741.333496
	Iteration 6F: 3 clusters Score -1.261514e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -12619713.000000 Penalty: 3741.333496
	Iteration 7F: 3 clusters Score -1.261971e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -12622092.000000 Penalty: 3741.333496
	Iteration 8Q: 3 clusters Score -1.262209e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -12623169.000000 Penalty: 3741.333496
	Iteration 9Q: 3 clusters Score -1.262317e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -12623821.000000 Penalty: 3741.333496
	Iteration 10Q: 3 clusters Score -1.262382e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -12624311.000000 Penalty: 3741.333496
	Iteration 11Q: 3 clusters Score -1.262431e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -12624738.000000 Penalty: 3741.333496
	Iteration 12Q: 3 clusters Score -1.262474e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -12625154.000000 Penalty: 3741.333496
	Iteration 13Q: 3 clusters Score -1.262515e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -12625625.000000 Penalty: 3741.333496
	Iteration 14Q: 3 clusters Score -1.262562e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -12626255.000000 Penalty: 3741.333496
	Iteration 15Q: 3 clusters Score -1.262626e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -12626834.000000 Penalty: 3741.333496
	Iteration 16Q: 3 clusters Score -1.262683e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -12627465.000000 Penalty: 3741.333496
	Iteration 17Q: 3 clusters Score -1.262746e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -12627930.000000 Penalty: 3741.333496
	Iteration 18Q: 3 clusters Score -1.262793e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -12628333.000000 Penalty: 3741.333496
	Iteration 19Q: 3 clusters Score -1.262833e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -12628915.000000 Penalty: 3741.333496
	Iteration 20F: 3 clusters Score -1.262892e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -12629352.000000 Penalty: 3741.333496
	Iteration 21Q: 3 clusters Score -1.262935e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -12629715.000000 Penalty: 3741.333496
	Iteration 22Q: 3 clusters Score -1.262972e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
Score: -12630082.000000 Penalty: 3741.333496
	Iteration 23Q: 3 clusters Score -1.263008e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -12630381.000000 Penalty: 3741.333496
	Iteration 24Q: 3 clusters Score -1.263038e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -12630711.000000 Penalty: 3741.333496
	Iteration 25Q: 3 clusters Score -1.263071e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -12630876.000000 Penalty: 3741.333496
	Iteration 26Q: 3 clusters Score -1.263088e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -12631057.000000 Penalty: 3741.333496
	Iteration 27Q: 3 clusters Score -1.263106e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -12631271.000000 Penalty: 3741.333496
	Iteration 28Q: 3 clusters Score -1.263127e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -12631419.000000 Penalty: 3741.333496
	Iteration 29Q: 3 clusters Score -1.263142e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -12631568.000000 Penalty: 3741.333496
	Iteration 30Q: 3 clusters Score -1.263157e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -12631689.000000 Penalty: 3741.333496
	Iteration 31Q: 3 clusters Score -1.263169e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -12631805.000000 Penalty: 3741.333496
	Iteration 32Q: 3 clusters Score -1.26318e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -12631924.000000 Penalty: 3741.333496
	Iteration 33Q: 3 clusters Score -1.263192e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -12632020.000000 Penalty: 3741.333496
	Iteration 34Q: 3 clusters Score -1.263202e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -12632120.000000 Penalty: 3741.333496
	Iteration 35Q: 3 clusters Score -1.263212e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -12632217.000000 Penalty: 3741.333496
	Iteration 36Q: 3 clusters Score -1.263222e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 96638 members 
Entering Unmasked Estep 
Score: -12632324.000000 Penalty: 3741.333496
	Iteration 37Q: 3 clusters Score -1.263232e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -12632412.000000 Penalty: 3741.333496
	Iteration 38Q: 3 clusters Score -1.263241e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -12632494.000000 Penalty: 3741.333496
	Iteration 39Q: 3 clusters Score -1.263249e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -12632545.000000 Penalty: 3741.333496
	Iteration 40F: 3 clusters Score -1.263254e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -12632575.000000 Penalty: 3741.333496
	Iteration 41Q: 3 clusters Score -1.263258e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -12632623.000000 Penalty: 3741.333496
	Iteration 42Q: 3 clusters Score -1.263262e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -12632640.000000 Penalty: 3741.333496
	Iteration 43Q: 3 clusters Score -1.263264e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -12632643.000000 Penalty: 3741.333496
	Iteration 44Q: 3 clusters Score -1.263264e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -12632657.000000 Penalty: 3741.333496
	Iteration 45Q: 3 clusters Score -1.263266e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 97798 members 
Entering Unmasked Estep 
Score: -12632669.000000 Penalty: 3741.333496
	Iteration 46Q: 3 clusters Score -1.263267e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -12632695.000000 Penalty: 3741.333496
	Iteration 47Q: 3 clusters Score -1.26327e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -12632734.000000 Penalty: 3741.333496
	Iteration 48Q: 3 clusters Score -1.263273e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -12632744.000000 Penalty: 3741.333496
	Iteration 49Q: 3 clusters Score -1.263274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -12632756.000000 Penalty: 3741.333496
	Iteration 50Q: 3 clusters Score -1.263276e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -12632767.000000 Penalty: 3741.333496
	Iteration 51Q: 3 clusters Score -1.263277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -12632797.000000 Penalty: 3741.333496
	Iteration 52Q: 3 clusters Score -1.26328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 98109 members 
Entering Unmasked Estep 
Score: -12632826.000000 Penalty: 3741.333496
	Iteration 53Q: 3 clusters Score -1.263283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -12632818.000000 Penalty: 3741.333496
	Iteration 54Q: 3 clusters Score -1.263282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -12632841.000000 Penalty: 3741.333496
	Iteration 55Q: 3 clusters Score -1.263284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -12632836.000000 Penalty: 3741.333496
	Iteration 56Q: 3 clusters Score -1.263284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -12632845.000000 Penalty: 3741.333496
	Iteration 57Q: 3 clusters Score -1.263284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -12632849.000000 Penalty: 3741.333496
	Iteration 58Q: 3 clusters Score -1.263285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -12632859.000000 Penalty: 3741.333496
	Iteration 59Q: 3 clusters Score -1.263286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -12632861.000000 Penalty: 3741.333496
	Iteration 60F: 3 clusters Score -1.263286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -12632853.000000 Penalty: 3741.333496
	Iteration 61Q: 3 clusters Score -1.263285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -12632866.000000 Penalty: 3741.333496
	Iteration 62Q: 3 clusters Score -1.263287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -12632878.000000 Penalty: 3741.333496
	Iteration 63Q: 3 clusters Score -1.263288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -12632892.000000 Penalty: 3741.333496
	Iteration 64Q: 3 clusters Score -1.263289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -12632908.000000 Penalty: 3741.333496
	Iteration 65Q: 3 clusters Score -1.263291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -12632907.000000 Penalty: 3741.333496
	Iteration 66Q: 3 clusters Score -1.263291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -12632904.000000 Penalty: 3741.333496
	Iteration 67Q: 3 clusters Score -1.26329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -12632905.000000 Penalty: 3741.333496
	Iteration 68Q: 3 clusters Score -1.26329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -12632905.000000 Penalty: 3741.333496
	Iteration 69Q: 3 clusters Score -1.26329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -12632906.000000 Penalty: 3741.333496
	Iteration 70Q: 3 clusters Score -1.263291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -12632907.000000 Penalty: 3741.333496
	Iteration 71Q: 3 clusters Score -1.263291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -12632904.000000 Penalty: 3741.333496
	Iteration 72Q: 3 clusters Score -1.26329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -12632906.000000 Penalty: 3741.333496
	Iteration 73Q: 3 clusters Score -1.263291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -12632907.000000 Penalty: 3741.333496
	Iteration 74Q: 3 clusters Score -1.263291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -12632908.000000 Penalty: 3741.333496
	Iteration 75Q: 3 clusters Score -1.263291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -12632908.000000 Penalty: 3741.333496
	Iteration 76F: 3 clusters Score -1.263291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45973.683594 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -45973.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44997.488281 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -44997.49 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45186.187500 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -45186.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45245.613281 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -45245.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45255.250000 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -45255.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45259.039062 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -45259.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45260.398438 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -45260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45262.914062 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -45262.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45264.203125 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -45264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45265.625000 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -45265.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45265.625000 Penalty: 1961.531494
	Iteration 9F: 3 clusters Score -45265.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Entering Unmasked Estep 
Score: -14392092.000000 Penalty: 1892.468628
	Iteration 0F: 2 clusters Score -1.439209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -14318728.000000 Penalty: 3784.937256
	Iteration 0F: 3 clusters Score -1.431873e+07 nChanged 54782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -14351129.000000 Penalty: 3784.937256
	Iteration 1F: 3 clusters Score -1.435113e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -14352697.000000 Penalty: 3784.937256
	Iteration 2Q: 3 clusters Score -1.43527e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -14355349.000000 Penalty: 3784.937256
	Iteration 3Q: 3 clusters Score -1.435535e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -14359105.000000 Penalty: 3784.937256
	Iteration 4F: 3 clusters Score -1.43591e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -14363981.000000 Penalty: 3784.937256
	Iteration 5F: 3 clusters Score -1.436398e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -14369438.000000 Penalty: 3784.937256
	Iteration 6F: 3 clusters Score -1.436944e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -14374514.000000 Penalty: 3784.937256
	Iteration 7F: 3 clusters Score -1.437451e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -14378359.000000 Penalty: 3784.937256
	Iteration 8F: 3 clusters Score -1.437836e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -14380410.000000 Penalty: 3784.937256
	Iteration 9Q: 3 clusters Score -1.438041e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -14381252.000000 Penalty: 3784.937256
	Iteration 10Q: 3 clusters Score -1.438125e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -14381616.000000 Penalty: 3784.937256
	Iteration 11Q: 3 clusters Score -1.438162e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -14381888.000000 Penalty: 3784.937256
	Iteration 12Q: 3 clusters Score -1.438189e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -14382263.000000 Penalty: 3784.937256
	Iteration 13Q: 3 clusters Score -1.438226e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -14382610.000000 Penalty: 3784.937256
	Iteration 14Q: 3 clusters Score -1.438261e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -14383000.000000 Penalty: 3784.937256
	Iteration 15Q: 3 clusters Score -1.4383e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -14383298.000000 Penalty: 3784.937256
	Iteration 16Q: 3 clusters Score -1.43833e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -14383685.000000 Penalty: 3784.937256
	Iteration 17Q: 3 clusters Score -1.438368e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -14384037.000000 Penalty: 3784.937256
	Iteration 18Q: 3 clusters Score -1.438404e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -14384302.000000 Penalty: 3784.937256
	Iteration 19Q: 3 clusters Score -1.43843e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -14384645.000000 Penalty: 3784.937256
	Iteration 20F: 3 clusters Score -1.438464e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -14384937.000000 Penalty: 3784.937256
	Iteration 21Q: 3 clusters Score -1.438494e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -14385288.000000 Penalty: 3784.937256
	Iteration 22Q: 3 clusters Score -1.438529e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -14385763.000000 Penalty: 3784.937256
	Iteration 23Q: 3 clusters Score -1.438576e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -14386317.000000 Penalty: 3784.937256
	Iteration 24Q: 3 clusters Score -1.438632e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -14386810.000000 Penalty: 3784.937256
	Iteration 25Q: 3 clusters Score -1.438681e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -14387266.000000 Penalty: 3784.937256
	Iteration 26Q: 3 clusters Score -1.438727e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -14387710.000000 Penalty: 3784.937256
	Iteration 27Q: 3 clusters Score -1.438771e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -14388144.000000 Penalty: 3784.937256
	Iteration 28Q: 3 clusters Score -1.438814e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -14388611.000000 Penalty: 3784.937256
	Iteration 29Q: 3 clusters Score -1.438861e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -14389053.000000 Penalty: 3784.937256
	Iteration 30Q: 3 clusters Score -1.438905e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -14389410.000000 Penalty: 3784.937256
	Iteration 31Q: 3 clusters Score -1.438941e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -14389566.000000 Penalty: 3784.937256
	Iteration 32Q: 3 clusters Score -1.438957e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -14389743.000000 Penalty: 3784.937256
	Iteration 33Q: 3 clusters Score -1.438974e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -14389982.000000 Penalty: 3784.937256
	Iteration 34Q: 3 clusters Score -1.438998e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -14390079.000000 Penalty: 3784.937256
	Iteration 35Q: 3 clusters Score -1.439008e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -14390199.000000 Penalty: 3784.937256
	Iteration 36Q: 3 clusters Score -1.43902e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -14390272.000000 Penalty: 3784.937256
	Iteration 37Q: 3 clusters Score -1.439027e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -14390334.000000 Penalty: 3784.937256
	Iteration 38Q: 3 clusters Score -1.439033e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -14390337.000000 Penalty: 3784.937256
	Iteration 39Q: 3 clusters Score -1.439034e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -14391018.000000 Penalty: 3784.937256
	Iteration 40F: 3 clusters Score -1.439102e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -14391468.000000 Penalty: 3784.937256
	Iteration 41Q: 3 clusters Score -1.439147e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -14391739.000000 Penalty: 3784.937256
	Iteration 42Q: 3 clusters Score -1.439174e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101580 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -14391965.000000 Penalty: 3784.937256
	Iteration 43Q: 3 clusters Score -1.439196e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -14392150.000000 Penalty: 3784.937256
	Iteration 44Q: 3 clusters Score -1.439215e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -14392229.000000 Penalty: 3784.937256
	Iteration 45Q: 3 clusters Score -1.439223e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -14392300.000000 Penalty: 3784.937256
	Iteration 46Q: 3 clusters Score -1.43923e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -14392349.000000 Penalty: 3784.937256
	Iteration 47Q: 3 clusters Score -1.439235e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -14392373.000000 Penalty: 3784.937256
	Iteration 48Q: 3 clusters Score -1.439237e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -14392411.000000 Penalty: 3784.937256
	Iteration 49Q: 3 clusters Score -1.439241e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -14392382.000000 Penalty: 3784.937256
	Iteration 50Q: 3 clusters Score -1.439238e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -14392364.000000 Penalty: 3784.937256
	Iteration 51Q: 3 clusters Score -1.439236e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -14392326.000000 Penalty: 3784.937256
	Iteration 52Q: 3 clusters Score -1.439233e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -14392329.000000 Penalty: 3784.937256
	Iteration 53Q: 3 clusters Score -1.439233e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -14392320.000000 Penalty: 3784.937256
	Iteration 54Q: 3 clusters Score -1.439232e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -14392269.000000 Penalty: 3784.937256
	Iteration 55Q: 3 clusters Score -1.439227e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -14392284.000000 Penalty: 3784.937256
	Iteration 56Q: 3 clusters Score -1.439228e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -14392261.000000 Penalty: 3784.937256
	Iteration 57Q: 3 clusters Score -1.439226e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -14392201.000000 Penalty: 3784.937256
	Iteration 58Q: 3 clusters Score -1.43922e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -14392184.000000 Penalty: 3784.937256
	Iteration 59Q: 3 clusters Score -1.439218e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -14392135.000000 Penalty: 3784.937256
	Iteration 60F: 3 clusters Score -1.439214e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -14392092.000000 Penalty: 3784.937256
	Iteration 61Q: 3 clusters Score -1.439209e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -14392046.000000 Penalty: 3784.937256
	Iteration 62Q: 3 clusters Score -1.439205e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -14391984.000000 Penalty: 3784.937256
	Iteration 63Q: 3 clusters Score -1.439198e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -14391953.000000 Penalty: 3784.937256
	Iteration 64Q: 3 clusters Score -1.439195e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -14391910.000000 Penalty: 3784.937256
	Iteration 65Q: 3 clusters Score -1.439191e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -14391869.000000 Penalty: 3784.937256
	Iteration 66Q: 3 clusters Score -1.439187e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -14391825.000000 Penalty: 3784.937256
	Iteration 67Q: 3 clusters Score -1.439182e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -14391773.000000 Penalty: 3784.937256
	Iteration 68Q: 3 clusters Score -1.439177e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14391765.000000 Penalty: 3784.937256
	Iteration 69Q: 3 clusters Score -1.439176e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -14391709.000000 Penalty: 3784.937256
	Iteration 70Q: 3 clusters Score -1.439171e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -14391654.000000 Penalty: 3784.937256
	Iteration 71Q: 3 clusters Score -1.439165e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14391647.000000 Penalty: 3784.937256
	Iteration 72Q: 3 clusters Score -1.439165e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -14391622.000000 Penalty: 3784.937256
	Iteration 73Q: 3 clusters Score -1.439162e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -14391579.000000 Penalty: 3784.937256
	Iteration 74Q: 3 clusters Score -1.439158e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -14391545.000000 Penalty: 3784.937256
	Iteration 75Q: 3 clusters Score -1.439154e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112148 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -14391494.000000 Penalty: 3784.937256
	Iteration 76Q: 3 clusters Score -1.439149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14391474.000000 Penalty: 3784.937256
	Iteration 77Q: 3 clusters Score -1.439147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -14391439.000000 Penalty: 3784.937256
	Iteration 78Q: 3 clusters Score -1.439144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -14391443.000000 Penalty: 3784.937256
	Iteration 79Q: 3 clusters Score -1.439144e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112314 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -14391407.000000 Penalty: 3784.937256
	Iteration 80F: 3 clusters Score -1.439141e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112359 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -14391391.000000 Penalty: 3784.937256
	Iteration 81Q: 3 clusters Score -1.439139e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14391381.000000 Penalty: 3784.937256
	Iteration 82Q: 3 clusters Score -1.439138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -14391353.000000 Penalty: 3784.937256
	Iteration 83Q: 3 clusters Score -1.439135e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -14391354.000000 Penalty: 3784.937256
	Iteration 84Q: 3 clusters Score -1.439135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112524 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -14391324.000000 Penalty: 3784.937256
	Iteration 85Q: 3 clusters Score -1.439132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112553 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -14391321.000000 Penalty: 3784.937256
	Iteration 86Q: 3 clusters Score -1.439132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112580 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14391318.000000 Penalty: 3784.937256
	Iteration 87Q: 3 clusters Score -1.439132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112611 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -14391310.000000 Penalty: 3784.937256
	Iteration 88Q: 3 clusters Score -1.439131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -14391304.000000 Penalty: 3784.937256
	Iteration 89Q: 3 clusters Score -1.43913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112657 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14391290.000000 Penalty: 3784.937256
	Iteration 90Q: 3 clusters Score -1.439129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14391303.000000 Penalty: 3784.937256
	Iteration 91Q: 3 clusters Score -1.43913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112687 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14391294.000000 Penalty: 3784.937256
	Iteration 92Q: 3 clusters Score -1.439129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112700 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14391298.000000 Penalty: 3784.937256
	Iteration 93Q: 3 clusters Score -1.43913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -14391292.000000 Penalty: 3784.937256
	Iteration 94Q: 3 clusters Score -1.439129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112732 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14391278.000000 Penalty: 3784.937256
	Iteration 95Q: 3 clusters Score -1.439128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112745 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14391277.000000 Penalty: 3784.937256
	Iteration 96Q: 3 clusters Score -1.439128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14391272.000000 Penalty: 3784.937256
	Iteration 97Q: 3 clusters Score -1.439127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14391266.000000 Penalty: 3784.937256
	Iteration 98Q: 3 clusters Score -1.439127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -14391252.000000 Penalty: 3784.937256
	Iteration 99Q: 3 clusters Score -1.439125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112811 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14391232.000000 Penalty: 3784.937256
	Iteration 100F: 3 clusters Score -1.439123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112826 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14391230.000000 Penalty: 3784.937256
	Iteration 101Q: 3 clusters Score -1.439123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112846 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14391205.000000 Penalty: 3784.937256
	Iteration 102Q: 3 clusters Score -1.43912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112864 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14391181.000000 Penalty: 3784.937256
	Iteration 103Q: 3 clusters Score -1.439118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14391191.000000 Penalty: 3784.937256
	Iteration 104Q: 3 clusters Score -1.439119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -14391153.000000 Penalty: 3784.937256
	Iteration 105Q: 3 clusters Score -1.439115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14391133.000000 Penalty: 3784.937256
	Iteration 106Q: 3 clusters Score -1.439113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14391136.000000 Penalty: 3784.937256
	Iteration 107Q: 3 clusters Score -1.439114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112936 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14391134.000000 Penalty: 3784.937256
	Iteration 108Q: 3 clusters Score -1.439113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14391139.000000 Penalty: 3784.937256
	Iteration 109Q: 3 clusters Score -1.439114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14391154.000000 Penalty: 3784.937256
	Iteration 110Q: 3 clusters Score -1.439115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14391133.000000 Penalty: 3784.937256
	Iteration 111Q: 3 clusters Score -1.439113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14391130.000000 Penalty: 3784.937256
	Iteration 112Q: 3 clusters Score -1.439113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -14391133.000000 Penalty: 3784.937256
	Iteration 113Q: 3 clusters Score -1.439113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -14391137.000000 Penalty: 3784.937256
	Iteration 114Q: 3 clusters Score -1.439114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14391148.000000 Penalty: 3784.937256
	Iteration 115Q: 3 clusters Score -1.439115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14391147.000000 Penalty: 3784.937256
	Iteration 116Q: 3 clusters Score -1.439115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14391137.000000 Penalty: 3784.937256
	Iteration 117Q: 3 clusters Score -1.439114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113033 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14391144.000000 Penalty: 3784.937256
	Iteration 118Q: 3 clusters Score -1.439114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -14391135.000000 Penalty: 3784.937256
	Iteration 119Q: 3 clusters Score -1.439114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -14391125.000000 Penalty: 3784.937256
	Iteration 120F: 3 clusters Score -1.439112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14391129.000000 Penalty: 3784.937256
	Iteration 121Q: 3 clusters Score -1.439113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113046 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14391132.000000 Penalty: 3784.937256
	Iteration 122Q: 3 clusters Score -1.439113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -14391127.000000 Penalty: 3784.937256
	Iteration 123Q: 3 clusters Score -1.439113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14391128.000000 Penalty: 3784.937256
	Iteration 124Q: 3 clusters Score -1.439113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14391128.000000 Penalty: 3784.937256
	Iteration 125F: 3 clusters Score -1.439113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106171 members 
Entering Unmasked Estep 
Score: -13356578.000000 Penalty: 1880.581055
	Iteration 0F: 2 clusters Score -1.335658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -13287090.000000 Penalty: 3761.162109
	Iteration 0F: 3 clusters Score -1.328709e+07 nChanged 50547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -13316465.000000 Penalty: 3761.162109
	Iteration 1F: 3 clusters Score -1.331646e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -13317330.000000 Penalty: 3761.162109
	Iteration 2Q: 3 clusters Score -1.331733e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -13318789.000000 Penalty: 3761.162109
	Iteration 3Q: 3 clusters Score -1.331879e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -13321144.000000 Penalty: 3761.162109
	Iteration 4Q: 3 clusters Score -1.332114e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -13325048.000000 Penalty: 3761.162109
	Iteration 5F: 3 clusters Score -1.332505e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -13330641.000000 Penalty: 3761.162109
	Iteration 6F: 3 clusters Score -1.333064e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -13337467.000000 Penalty: 3761.162109
	Iteration 7F: 3 clusters Score -1.333747e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -13343026.000000 Penalty: 3761.162109
	Iteration 8F: 3 clusters Score -1.334303e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -13346637.000000 Penalty: 3761.162109
	Iteration 9Q: 3 clusters Score -1.334664e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -13348608.000000 Penalty: 3761.162109
	Iteration 10Q: 3 clusters Score -1.334861e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -13349739.000000 Penalty: 3761.162109
	Iteration 11Q: 3 clusters Score -1.334974e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -13350516.000000 Penalty: 3761.162109
	Iteration 12Q: 3 clusters Score -1.335052e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -13351216.000000 Penalty: 3761.162109
	Iteration 13Q: 3 clusters Score -1.335122e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -13351795.000000 Penalty: 3761.162109
	Iteration 14Q: 3 clusters Score -1.33518e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -13352252.000000 Penalty: 3761.162109
	Iteration 15Q: 3 clusters Score -1.335225e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -13352725.000000 Penalty: 3761.162109
	Iteration 16Q: 3 clusters Score -1.335272e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -13353128.000000 Penalty: 3761.162109
	Iteration 17Q: 3 clusters Score -1.335313e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 99593 members 
Entering Unmasked Estep 
Score: -13353412.000000 Penalty: 3761.162109
	Iteration 18Q: 3 clusters Score -1.335341e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
Score: -13353583.000000 Penalty: 3761.162109
	Iteration 19Q: 3 clusters Score -1.335358e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -13353740.000000 Penalty: 3761.162109
	Iteration 20F: 3 clusters Score -1.335374e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -13353913.000000 Penalty: 3761.162109
	Iteration 21Q: 3 clusters Score -1.335391e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -13354124.000000 Penalty: 3761.162109
	Iteration 22Q: 3 clusters Score -1.335412e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -13354242.000000 Penalty: 3761.162109
	Iteration 23Q: 3 clusters Score -1.335424e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -13354431.000000 Penalty: 3761.162109
	Iteration 24Q: 3 clusters Score -1.335443e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -13354525.000000 Penalty: 3761.162109
	Iteration 25Q: 3 clusters Score -1.335452e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -13354585.000000 Penalty: 3761.162109
	Iteration 26Q: 3 clusters Score -1.335458e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -13354690.000000 Penalty: 3761.162109
	Iteration 27Q: 3 clusters Score -1.335469e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -13354763.000000 Penalty: 3761.162109
	Iteration 28Q: 3 clusters Score -1.335476e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -13354800.000000 Penalty: 3761.162109
	Iteration 29Q: 3 clusters Score -1.33548e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -13354876.000000 Penalty: 3761.162109
	Iteration 30Q: 3 clusters Score -1.335488e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -13354927.000000 Penalty: 3761.162109
	Iteration 31Q: 3 clusters Score -1.335493e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -13354933.000000 Penalty: 3761.162109
	Iteration 32Q: 3 clusters Score -1.335493e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -13354949.000000 Penalty: 3761.162109
	Iteration 33Q: 3 clusters Score -1.335495e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -13354988.000000 Penalty: 3761.162109
	Iteration 34Q: 3 clusters Score -1.335499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -13354997.000000 Penalty: 3761.162109
	Iteration 35Q: 3 clusters Score -1.3355e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -13355011.000000 Penalty: 3761.162109
	Iteration 36Q: 3 clusters Score -1.335501e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -13355026.000000 Penalty: 3761.162109
	Iteration 37Q: 3 clusters Score -1.335503e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -13355062.000000 Penalty: 3761.162109
	Iteration 38Q: 3 clusters Score -1.335506e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -13355083.000000 Penalty: 3761.162109
	Iteration 39Q: 3 clusters Score -1.335508e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -13355094.000000 Penalty: 3761.162109
	Iteration 40F: 3 clusters Score -1.335509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -13355107.000000 Penalty: 3761.162109
	Iteration 41Q: 3 clusters Score -1.335511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -13355096.000000 Penalty: 3761.162109
	Iteration 42Q: 3 clusters Score -1.33551e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -13355116.000000 Penalty: 3761.162109
	Iteration 43Q: 3 clusters Score -1.335512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -13355149.000000 Penalty: 3761.162109
	Iteration 44Q: 3 clusters Score -1.335515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 104884 members 
Entering Unmasked Estep 
Score: -13355126.000000 Penalty: 3761.162109
	Iteration 45Q: 3 clusters Score -1.335513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -13355125.000000 Penalty: 3761.162109
	Iteration 46Q: 3 clusters Score -1.335512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -13355126.000000 Penalty: 3761.162109
	Iteration 47Q: 3 clusters Score -1.335513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 104932 members 
Entering Unmasked Estep 
Score: -13355120.000000 Penalty: 3761.162109
	Iteration 48Q: 3 clusters Score -1.335512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -13355125.000000 Penalty: 3761.162109
	Iteration 49Q: 3 clusters Score -1.335512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -13355122.000000 Penalty: 3761.162109
	Iteration 50Q: 3 clusters Score -1.335512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -13355112.000000 Penalty: 3761.162109
	Iteration 51Q: 3 clusters Score -1.335511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -13355102.000000 Penalty: 3761.162109
	Iteration 52Q: 3 clusters Score -1.33551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -13355107.000000 Penalty: 3761.162109
	Iteration 53Q: 3 clusters Score -1.335511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -13355115.000000 Penalty: 3761.162109
	Iteration 54Q: 3 clusters Score -1.335512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -13355120.000000 Penalty: 3761.162109
	Iteration 55Q: 3 clusters Score -1.335512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -13355120.000000 Penalty: 3761.162109
	Iteration 56Q: 3 clusters Score -1.335512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -13355144.000000 Penalty: 3761.162109
	Iteration 57Q: 3 clusters Score -1.335514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -13355129.000000 Penalty: 3761.162109
	Iteration 58Q: 3 clusters Score -1.335513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -13355127.000000 Penalty: 3761.162109
	Iteration 59Q: 3 clusters Score -1.335513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -13355135.000000 Penalty: 3761.162109
	Iteration 60F: 3 clusters Score -1.335514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -13355133.000000 Penalty: 3761.162109
	Iteration 61Q: 3 clusters Score -1.335513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 105013 members 
Entering Unmasked Estep 
Score: -13355139.000000 Penalty: 3761.162109
	Iteration 62Q: 3 clusters Score -1.335514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -13355145.000000 Penalty: 3761.162109
	Iteration 63Q: 3 clusters Score -1.335514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -13355160.000000 Penalty: 3761.162109
	Iteration 64Q: 3 clusters Score -1.335516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 105025 members 
Entering Unmasked Estep 
Score: -13355145.000000 Penalty: 3761.162109
	Iteration 65Q: 3 clusters Score -1.335514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -13355151.000000 Penalty: 3761.162109
	Iteration 66Q: 3 clusters Score -1.335515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -13355149.000000 Penalty: 3761.162109
	Iteration 67Q: 3 clusters Score -1.335515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -13355146.000000 Penalty: 3761.162109
	Iteration 68Q: 3 clusters Score -1.335515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -13355143.000000 Penalty: 3761.162109
	Iteration 69Q: 3 clusters Score -1.335514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -13355135.000000 Penalty: 3761.162109
	Iteration 70Q: 3 clusters Score -1.335514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -13355131.000000 Penalty: 3761.162109
	Iteration 71Q: 3 clusters Score -1.335513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -13355131.000000 Penalty: 3761.162109
	Iteration 72F: 3 clusters Score -1.335513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108274 members 
Entering Unmasked Estep 
Score: -13671517.000000 Penalty: 1883.768311
	Iteration 0F: 2 clusters Score -1.367152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -13599787.000000 Penalty: 3767.536621
	Iteration 0F: 3 clusters Score -1.359979e+07 nChanged 51960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -13630294.000000 Penalty: 3767.536621
	Iteration 1F: 3 clusters Score -1.363029e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -13631426.000000 Penalty: 3767.536621
	Iteration 2Q: 3 clusters Score -1.363143e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -13632882.000000 Penalty: 3767.536621
	Iteration 3Q: 3 clusters Score -1.363288e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -13634837.000000 Penalty: 3767.536621
	Iteration 4Q: 3 clusters Score -1.363484e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -13637523.000000 Penalty: 3767.536621
	Iteration 5F: 3 clusters Score -1.363752e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -13640847.000000 Penalty: 3767.536621
	Iteration 6F: 3 clusters Score -1.364085e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -13645313.000000 Penalty: 3767.536621
	Iteration 7F: 3 clusters Score -1.364531e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -13650111.000000 Penalty: 3767.536621
	Iteration 8F: 3 clusters Score -1.365011e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -13654950.000000 Penalty: 3767.536621
	Iteration 9F: 3 clusters Score -1.365495e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -13658300.000000 Penalty: 3767.536621
	Iteration 10Q: 3 clusters Score -1.36583e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -13659979.000000 Penalty: 3767.536621
	Iteration 11Q: 3 clusters Score -1.365998e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -13660899.000000 Penalty: 3767.536621
	Iteration 12Q: 3 clusters Score -1.36609e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -13661375.000000 Penalty: 3767.536621
	Iteration 13Q: 3 clusters Score -1.366138e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -13661800.000000 Penalty: 3767.536621
	Iteration 14Q: 3 clusters Score -1.36618e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -13662222.000000 Penalty: 3767.536621
	Iteration 15Q: 3 clusters Score -1.366222e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -13662654.000000 Penalty: 3767.536621
	Iteration 16Q: 3 clusters Score -1.366265e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -13662836.000000 Penalty: 3767.536621
	Iteration 17Q: 3 clusters Score -1.366284e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -13663287.000000 Penalty: 3767.536621
	Iteration 18Q: 3 clusters Score -1.366329e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -13663684.000000 Penalty: 3767.536621
	Iteration 19Q: 3 clusters Score -1.366368e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -13664078.000000 Penalty: 3767.536621
	Iteration 20F: 3 clusters Score -1.366408e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -13664467.000000 Penalty: 3767.536621
	Iteration 21Q: 3 clusters Score -1.366447e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -13664842.000000 Penalty: 3767.536621
	Iteration 22Q: 3 clusters Score -1.366484e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -13665281.000000 Penalty: 3767.536621
	Iteration 23Q: 3 clusters Score -1.366528e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -13665671.000000 Penalty: 3767.536621
	Iteration 24Q: 3 clusters Score -1.366567e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -13666127.000000 Penalty: 3767.536621
	Iteration 25Q: 3 clusters Score -1.366613e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -13666461.000000 Penalty: 3767.536621
	Iteration 26Q: 3 clusters Score -1.366646e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -13666835.000000 Penalty: 3767.536621
	Iteration 27Q: 3 clusters Score -1.366684e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -13667196.000000 Penalty: 3767.536621
	Iteration 28Q: 3 clusters Score -1.36672e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -13667478.000000 Penalty: 3767.536621
	Iteration 29Q: 3 clusters Score -1.366748e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -13667699.000000 Penalty: 3767.536621
	Iteration 30Q: 3 clusters Score -1.36677e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -13667980.000000 Penalty: 3767.536621
	Iteration 31Q: 3 clusters Score -1.366798e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -13668243.000000 Penalty: 3767.536621
	Iteration 32Q: 3 clusters Score -1.366824e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -13668531.000000 Penalty: 3767.536621
	Iteration 33Q: 3 clusters Score -1.366853e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -13668821.000000 Penalty: 3767.536621
	Iteration 34Q: 3 clusters Score -1.366882e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 100357 members 
Entering Unmasked Estep 
Score: -13669036.000000 Penalty: 3767.536621
	Iteration 35Q: 3 clusters Score -1.366904e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -13669259.000000 Penalty: 3767.536621
	Iteration 36Q: 3 clusters Score -1.366926e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -13669435.000000 Penalty: 3767.536621
	Iteration 37Q: 3 clusters Score -1.366944e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 102208 members 
Entering Unmasked Estep 
Score: -13669590.000000 Penalty: 3767.536621
	Iteration 38Q: 3 clusters Score -1.366959e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -13669774.000000 Penalty: 3767.536621
	Iteration 39Q: 3 clusters Score -1.366977e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 103208 members 
Entering Unmasked Estep 
Score: -13669952.000000 Penalty: 3767.536621
	Iteration 40F: 3 clusters Score -1.366995e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -13670017.000000 Penalty: 3767.536621
	Iteration 41Q: 3 clusters Score -1.367002e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -13670100.000000 Penalty: 3767.536621
	Iteration 42Q: 3 clusters Score -1.36701e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -13670212.000000 Penalty: 3767.536621
	Iteration 43Q: 3 clusters Score -1.367021e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 104570 members 
Entering Unmasked Estep 
Score: -13670241.000000 Penalty: 3767.536621
	Iteration 44Q: 3 clusters Score -1.367024e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -13670303.000000 Penalty: 3767.536621
	Iteration 45Q: 3 clusters Score -1.36703e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -13670324.000000 Penalty: 3767.536621
	Iteration 46Q: 3 clusters Score -1.367032e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -13670339.000000 Penalty: 3767.536621
	Iteration 47Q: 3 clusters Score -1.367034e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 105337 members 
Entering Unmasked Estep 
Score: -13670389.000000 Penalty: 3767.536621
	Iteration 48Q: 3 clusters Score -1.367039e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -13670410.000000 Penalty: 3767.536621
	Iteration 49Q: 3 clusters Score -1.367041e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -13670423.000000 Penalty: 3767.536621
	Iteration 50Q: 3 clusters Score -1.367042e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -13670445.000000 Penalty: 3767.536621
	Iteration 51Q: 3 clusters Score -1.367044e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -13670441.000000 Penalty: 3767.536621
	Iteration 52Q: 3 clusters Score -1.367044e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -13670476.000000 Penalty: 3767.536621
	Iteration 53Q: 3 clusters Score -1.367048e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 105957 members 
Entering Unmasked Estep 
Score: -13670503.000000 Penalty: 3767.536621
	Iteration 54Q: 3 clusters Score -1.36705e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -13670512.000000 Penalty: 3767.536621
	Iteration 55Q: 3 clusters Score -1.367051e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -13670516.000000 Penalty: 3767.536621
	Iteration 56Q: 3 clusters Score -1.367052e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -13670506.000000 Penalty: 3767.536621
	Iteration 57Q: 3 clusters Score -1.367051e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -13670532.000000 Penalty: 3767.536621
	Iteration 58Q: 3 clusters Score -1.367053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -13670552.000000 Penalty: 3767.536621
	Iteration 59Q: 3 clusters Score -1.367055e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -13670548.000000 Penalty: 3767.536621
	Iteration 60F: 3 clusters Score -1.367055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13670556.000000 Penalty: 3767.536621
	Iteration 61Q: 3 clusters Score -1.367056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -13670552.000000 Penalty: 3767.536621
	Iteration 62Q: 3 clusters Score -1.367055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -13670552.000000 Penalty: 3767.536621
	Iteration 63Q: 3 clusters Score -1.367055e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -13670537.000000 Penalty: 3767.536621
	Iteration 64Q: 3 clusters Score -1.367054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -13670545.000000 Penalty: 3767.536621
	Iteration 65Q: 3 clusters Score -1.367054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -13670554.000000 Penalty: 3767.536621
	Iteration 66Q: 3 clusters Score -1.367055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -13670558.000000 Penalty: 3767.536621
	Iteration 67Q: 3 clusters Score -1.367056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -13670563.000000 Penalty: 3767.536621
	Iteration 68Q: 3 clusters Score -1.367056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -13670563.000000 Penalty: 3767.536621
	Iteration 69Q: 3 clusters Score -1.367056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -13670552.000000 Penalty: 3767.536621
	Iteration 70Q: 3 clusters Score -1.367055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -13670552.000000 Penalty: 3767.536621
	Iteration 71Q: 3 clusters Score -1.367055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -13670552.000000 Penalty: 3767.536621
	Iteration 72Q: 3 clusters Score -1.367055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -13670545.000000 Penalty: 3767.536621
	Iteration 73Q: 3 clusters Score -1.367054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -13670546.000000 Penalty: 3767.536621
	Iteration 74Q: 3 clusters Score -1.367055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -13670546.000000 Penalty: 3767.536621
	Iteration 75F: 3 clusters Score -1.367055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -32889.996094 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -32890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32107.804688 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -32107.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32568.781250 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -32568.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32827.378906 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -32827.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32936.203125 Penalty: 1943.137817
	Iteration 3Q: 3 clusters Score -32936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32992.875000 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -32992.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33009.316406 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -33009.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33009.316406 Penalty: 1943.137817
	Iteration 6F: 3 clusters Score -33009.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99887 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114229 members 
Mstep: Class 7 contains 106171 members 
Mstep: Class 8 contains 108274 members 
Mstep: Class 9 contains 106 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 92842 members 
Mstep: Class 18 contains 93791 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110935 members 
Mstep: Class 23 contains 106981 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50058 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110513 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4950 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7327 members 
Mstep: Class 42 contains 289 members 
Entering Unmasked Estep 
Score: -141745296.000000 Penalty: 95283.945312
Splitting cluster 9 changes total score from -141746672.000000 to -141745296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Entering Unmasked Estep 
Score: -631295.562500 Penalty: 1392.928955
	Iteration 0F: 2 clusters Score -631295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -627188.750000 Penalty: 2785.857910
	Iteration 0F: 3 clusters Score -627188.8 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -628469.625000 Penalty: 2785.857910
	Iteration 1F: 3 clusters Score -628469.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -628857.187500 Penalty: 2785.857910
	Iteration 2F: 3 clusters Score -628857.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -629307.500000 Penalty: 2785.857910
	Iteration 3F: 3 clusters Score -629307.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -629758.875000 Penalty: 2785.857910
	Iteration 4F: 3 clusters Score -629758.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -630143.562500 Penalty: 2785.857910
	Iteration 5F: 3 clusters Score -630143.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -630413.750000 Penalty: 2785.857910
	Iteration 6F: 3 clusters Score -630413.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -630581.625000 Penalty: 2785.857910
	Iteration 7Q: 3 clusters Score -630581.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -630694.250000 Penalty: 2785.857910
	Iteration 8Q: 3 clusters Score -630694.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -630781.250000 Penalty: 2785.857910
	Iteration 9Q: 3 clusters Score -630781.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -630835.875000 Penalty: 2785.857910
	Iteration 10Q: 3 clusters Score -630835.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -630866.250000 Penalty: 2785.857910
	Iteration 11Q: 3 clusters Score -630866.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -630894.625000 Penalty: 2785.857910
	Iteration 12Q: 3 clusters Score -630894.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -630918.000000 Penalty: 2785.857910
	Iteration 13Q: 3 clusters Score -630918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -630948.687500 Penalty: 2785.857910
	Iteration 14Q: 3 clusters Score -630948.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -630972.187500 Penalty: 2785.857910
	Iteration 15Q: 3 clusters Score -630972.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -630990.250000 Penalty: 2785.857910
	Iteration 16Q: 3 clusters Score -630990.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -631011.750000 Penalty: 2785.857910
	Iteration 17Q: 3 clusters Score -631011.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -631022.750000 Penalty: 2785.857910
	Iteration 18Q: 3 clusters Score -631022.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -631031.312500 Penalty: 2785.857910
	Iteration 19Q: 3 clusters Score -631031.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -631035.125000 Penalty: 2785.857910
	Iteration 20F: 3 clusters Score -631035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -631038.562500 Penalty: 2785.857910
	Iteration 21Q: 3 clusters Score -631038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -631040.937500 Penalty: 2785.857910
	Iteration 22Q: 3 clusters Score -631040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -631045.000000 Penalty: 2785.857910
	Iteration 23Q: 3 clusters Score -631045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -631047.000000 Penalty: 2785.857910
	Iteration 24Q: 3 clusters Score -631047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -631048.187500 Penalty: 2785.857910
	Iteration 25Q: 3 clusters Score -631048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -631046.812500 Penalty: 2785.857910
	Iteration 26Q: 3 clusters Score -631046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -631046.812500 Penalty: 2785.857910
	Iteration 27F: 3 clusters Score -631046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -30658.904297 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -30658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29767.791016 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -29767.79 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30089.687500 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -30089.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30149.921875 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -30149.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30171.666016 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -30171.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30206.212891 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -30206.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30237.056641 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -30237.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30334.941406 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -30334.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30437.931641 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -30437.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30496.056641 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -30496.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30510.394531 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -30510.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30513.236328 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -30513.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30513.236328 Penalty: 1927.979736
	Iteration 11F: 3 clusters Score -30513.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Entering Unmasked Estep 
Score: -1171410.625000 Penalty: 1487.899780
	Iteration 0F: 2 clusters Score -1171411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1164485.750000 Penalty: 2975.799561
	Iteration 0F: 3 clusters Score -1164486 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1166822.375000 Penalty: 2975.799561
	Iteration 1F: 3 clusters Score -1166822 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1167254.000000 Penalty: 2975.799561
	Iteration 2F: 3 clusters Score -1167254 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1167767.875000 Penalty: 2975.799561
	Iteration 3F: 3 clusters Score -1167768 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1168420.875000 Penalty: 2975.799561
	Iteration 4F: 3 clusters Score -1168421 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1169126.375000 Penalty: 2975.799561
	Iteration 5F: 3 clusters Score -1169126 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1169658.500000 Penalty: 2975.799561
	Iteration 6F: 3 clusters Score -1169658 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1170029.000000 Penalty: 2975.799561
	Iteration 7F: 3 clusters Score -1170029 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1170264.500000 Penalty: 2975.799561
	Iteration 8Q: 3 clusters Score -1170264 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1170428.500000 Penalty: 2975.799561
	Iteration 9Q: 3 clusters Score -1170428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1170565.625000 Penalty: 2975.799561
	Iteration 10Q: 3 clusters Score -1170566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1170667.375000 Penalty: 2975.799561
	Iteration 11Q: 3 clusters Score -1170667 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1170744.500000 Penalty: 2975.799561
	Iteration 12Q: 3 clusters Score -1170744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1170811.125000 Penalty: 2975.799561
	Iteration 13Q: 3 clusters Score -1170811 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1170890.125000 Penalty: 2975.799561
	Iteration 14Q: 3 clusters Score -1170890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1170945.375000 Penalty: 2975.799561
	Iteration 15Q: 3 clusters Score -1170945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1171002.250000 Penalty: 2975.799561
	Iteration 16Q: 3 clusters Score -1171002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1171049.750000 Penalty: 2975.799561
	Iteration 17Q: 3 clusters Score -1171050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1171075.875000 Penalty: 2975.799561
	Iteration 18Q: 3 clusters Score -1171076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1171090.375000 Penalty: 2975.799561
	Iteration 19Q: 3 clusters Score -1171090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1171095.875000 Penalty: 2975.799561
	Iteration 20F: 3 clusters Score -1171096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1171100.625000 Penalty: 2975.799561
	Iteration 21Q: 3 clusters Score -1171101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1171101.625000 Penalty: 2975.799561
	Iteration 22Q: 3 clusters Score -1171102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1171105.000000 Penalty: 2975.799561
	Iteration 23Q: 3 clusters Score -1171105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1171106.250000 Penalty: 2975.799561
	Iteration 24Q: 3 clusters Score -1171106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1171108.125000 Penalty: 2975.799561
	Iteration 25Q: 3 clusters Score -1171108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1171106.375000 Penalty: 2975.799561
	Iteration 26Q: 3 clusters Score -1171106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1171106.375000 Penalty: 2975.799561
	Iteration 27F: 3 clusters Score -1171106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Entering Unmasked Estep 
Score: -1741767.125000 Penalty: 1553.787842
	Iteration 0F: 2 clusters Score -1741767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1731931.375000 Penalty: 3107.575684
	Iteration 0F: 3 clusters Score -1731931 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1735616.875000 Penalty: 3107.575684
	Iteration 1F: 3 clusters Score -1735617 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1736120.750000 Penalty: 3107.575684
	Iteration 2F: 3 clusters Score -1736121 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1736690.375000 Penalty: 3107.575684
	Iteration 3F: 3 clusters Score -1736690 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1737298.500000 Penalty: 3107.575684
	Iteration 4F: 3 clusters Score -1737298 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1737902.375000 Penalty: 3107.575684
	Iteration 5F: 3 clusters Score -1737902 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1738480.625000 Penalty: 3107.575684
	Iteration 6F: 3 clusters Score -1738481 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1739039.125000 Penalty: 3107.575684
	Iteration 7F: 3 clusters Score -1739039 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1739525.125000 Penalty: 3107.575684
	Iteration 8Q: 3 clusters Score -1739525 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1739864.250000 Penalty: 3107.575684
	Iteration 9Q: 3 clusters Score -1739864 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1740035.000000 Penalty: 3107.575684
	Iteration 10Q: 3 clusters Score -1740035 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1740150.250000 Penalty: 3107.575684
	Iteration 11Q: 3 clusters Score -1740150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1740230.375000 Penalty: 3107.575684
	Iteration 12Q: 3 clusters Score -1740230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1740288.250000 Penalty: 3107.575684
	Iteration 13Q: 3 clusters Score -1740288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1740334.375000 Penalty: 3107.575684
	Iteration 14Q: 3 clusters Score -1740334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1740374.375000 Penalty: 3107.575684
	Iteration 15Q: 3 clusters Score -1740374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1740413.500000 Penalty: 3107.575684
	Iteration 16Q: 3 clusters Score -1740414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1740440.500000 Penalty: 3107.575684
	Iteration 17Q: 3 clusters Score -1740440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1740459.375000 Penalty: 3107.575684
	Iteration 18Q: 3 clusters Score -1740459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1740477.875000 Penalty: 3107.575684
	Iteration 19Q: 3 clusters Score -1740478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1740492.000000 Penalty: 3107.575684
	Iteration 20F: 3 clusters Score -1740492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1740507.375000 Penalty: 3107.575684
	Iteration 21Q: 3 clusters Score -1740507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1740517.125000 Penalty: 3107.575684
	Iteration 22Q: 3 clusters Score -1740517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1740526.625000 Penalty: 3107.575684
	Iteration 23Q: 3 clusters Score -1740527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1740535.000000 Penalty: 3107.575684
	Iteration 24Q: 3 clusters Score -1740535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1740542.750000 Penalty: 3107.575684
	Iteration 25Q: 3 clusters Score -1740543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1740547.625000 Penalty: 3107.575684
	Iteration 26Q: 3 clusters Score -1740548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1740556.625000 Penalty: 3107.575684
	Iteration 27Q: 3 clusters Score -1740557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1740568.125000 Penalty: 3107.575684
	Iteration 28Q: 3 clusters Score -1740568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1740579.000000 Penalty: 3107.575684
	Iteration 29Q: 3 clusters Score -1740579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1740588.125000 Penalty: 3107.575684
	Iteration 30Q: 3 clusters Score -1740588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1740592.125000 Penalty: 3107.575684
	Iteration 31Q: 3 clusters Score -1740592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1740592.500000 Penalty: 3107.575684
	Iteration 32Q: 3 clusters Score -1740592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1740594.500000 Penalty: 3107.575684
	Iteration 33Q: 3 clusters Score -1740594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1740593.750000 Penalty: 3107.575684
	Iteration 34Q: 3 clusters Score -1740594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1740595.500000 Penalty: 3107.575684
	Iteration 35Q: 3 clusters Score -1740596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1740595.500000 Penalty: 3107.575684
	Iteration 36F: 3 clusters Score -1740596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -856789.937500 Penalty: 1444.579834
	Iteration 0F: 2 clusters Score -856789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -851387.312500 Penalty: 2889.159668
	Iteration 0F: 3 clusters Score -851387.3 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -853102.000000 Penalty: 2889.159668
	Iteration 1F: 3 clusters Score -853102 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -853380.437500 Penalty: 2889.159668
	Iteration 2F: 3 clusters Score -853380.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -853612.062500 Penalty: 2889.159668
	Iteration 3F: 3 clusters Score -853612.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -853807.125000 Penalty: 2889.159668
	Iteration 4F: 3 clusters Score -853807.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -853970.375000 Penalty: 2889.159668
	Iteration 5Q: 3 clusters Score -853970.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -854145.125000 Penalty: 2889.159668
	Iteration 6Q: 3 clusters Score -854145.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -854318.750000 Penalty: 2889.159668
	Iteration 7Q: 3 clusters Score -854318.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -854477.187500 Penalty: 2889.159668
	Iteration 8Q: 3 clusters Score -854477.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -854647.375000 Penalty: 2889.159668
	Iteration 9Q: 3 clusters Score -854647.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -854799.375000 Penalty: 2889.159668
	Iteration 10Q: 3 clusters Score -854799.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -854934.750000 Penalty: 2889.159668
	Iteration 11Q: 3 clusters Score -854934.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -855062.125000 Penalty: 2889.159668
	Iteration 12Q: 3 clusters Score -855062.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -855189.625000 Penalty: 2889.159668
	Iteration 13Q: 3 clusters Score -855189.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -855302.500000 Penalty: 2889.159668
	Iteration 14Q: 3 clusters Score -855302.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -855397.500000 Penalty: 2889.159668
	Iteration 15Q: 3 clusters Score -855397.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -855496.312500 Penalty: 2889.159668
	Iteration 16Q: 3 clusters Score -855496.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -855579.875000 Penalty: 2889.159668
	Iteration 17Q: 3 clusters Score -855579.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -855658.812500 Penalty: 2889.159668
	Iteration 18Q: 3 clusters Score -855658.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -855731.562500 Penalty: 2889.159668
	Iteration 19Q: 3 clusters Score -855731.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -855805.187500 Penalty: 2889.159668
	Iteration 20F: 3 clusters Score -855805.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -855866.750000 Penalty: 2889.159668
	Iteration 21Q: 3 clusters Score -855866.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -855920.125000 Penalty: 2889.159668
	Iteration 22Q: 3 clusters Score -855920.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -855960.500000 Penalty: 2889.159668
	Iteration 23Q: 3 clusters Score -855960.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -855985.875000 Penalty: 2889.159668
	Iteration 24Q: 3 clusters Score -855985.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -856003.562500 Penalty: 2889.159668
	Iteration 25Q: 3 clusters Score -856003.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -856021.125000 Penalty: 2889.159668
	Iteration 26Q: 3 clusters Score -856021.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -856040.125000 Penalty: 2889.159668
	Iteration 27Q: 3 clusters Score -856040.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -856071.062500 Penalty: 2889.159668
	Iteration 28Q: 3 clusters Score -856071.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -856089.875000 Penalty: 2889.159668
	Iteration 29Q: 3 clusters Score -856089.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -856106.062500 Penalty: 2889.159668
	Iteration 30Q: 3 clusters Score -856106.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -856125.375000 Penalty: 2889.159668
	Iteration 31Q: 3 clusters Score -856125.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -856138.062500 Penalty: 2889.159668
	Iteration 32Q: 3 clusters Score -856138.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -856149.875000 Penalty: 2889.159668
	Iteration 33Q: 3 clusters Score -856149.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -856158.000000 Penalty: 2889.159668
	Iteration 34Q: 3 clusters Score -856158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -856168.437500 Penalty: 2889.159668
	Iteration 35Q: 3 clusters Score -856168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -856173.250000 Penalty: 2889.159668
	Iteration 36Q: 3 clusters Score -856173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -856180.312500 Penalty: 2889.159668
	Iteration 37Q: 3 clusters Score -856180.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -856185.312500 Penalty: 2889.159668
	Iteration 38Q: 3 clusters Score -856185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -856185.500000 Penalty: 2889.159668
	Iteration 39Q: 3 clusters Score -856185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -856190.562500 Penalty: 2889.159668
	Iteration 40F: 3 clusters Score -856190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -856193.812500 Penalty: 2889.159668
	Iteration 41Q: 3 clusters Score -856193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -856199.000000 Penalty: 2889.159668
	Iteration 42Q: 3 clusters Score -856199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -856204.062500 Penalty: 2889.159668
	Iteration 43Q: 3 clusters Score -856204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -856211.250000 Penalty: 2889.159668
	Iteration 44Q: 3 clusters Score -856211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -856218.312500 Penalty: 2889.159668
	Iteration 45Q: 3 clusters Score -856218.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -856228.187500 Penalty: 2889.159668
	Iteration 46Q: 3 clusters Score -856228.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -856232.500000 Penalty: 2889.159668
	Iteration 47Q: 3 clusters Score -856232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -856237.437500 Penalty: 2889.159668
	Iteration 48Q: 3 clusters Score -856237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -856237.687500 Penalty: 2889.159668
	Iteration 49Q: 3 clusters Score -856237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -856239.562500 Penalty: 2889.159668
	Iteration 50Q: 3 clusters Score -856239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -856238.937500 Penalty: 2889.159668
	Iteration 51Q: 3 clusters Score -856238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -856240.625000 Penalty: 2889.159668
	Iteration 52Q: 3 clusters Score -856240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -856240.500000 Penalty: 2889.159668
	Iteration 53Q: 3 clusters Score -856240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -856240.500000 Penalty: 2889.159668
	Iteration 54F: 3 clusters Score -856240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -394753.218750 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -394753.2 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 1617 members 
Entering Unmasked Estep 
Score: -391859.281250 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -391859.3 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -392703.187500 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -392703.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -392987.562500 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -392987.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -393268.687500 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -393268.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -393499.031250 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -393499 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -393663.875000 Penalty: 2631.762451
	Iteration 5F: 3 clusters Score -393663.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -393784.625000 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -393784.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -393860.593750 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -393860.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -393907.812500 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -393907.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -393941.500000 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -393941.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -393973.125000 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -393973.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -393997.593750 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -393997.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -394011.593750 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -394011.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -394020.718750 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -394020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -394028.625000 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -394028.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -394031.656250 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -394031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -394033.343750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -394033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -394032.843750 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -394032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -394032.968750 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -394033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -394033.281250 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -394033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -394035.312500 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -394035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -394035.062500 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -394035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -394035.062500 Penalty: 2631.762451
	Iteration 22F: 3 clusters Score -394035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Entering Unmasked Estep 
Score: -5427509.500000 Penalty: 1733.122192
	Iteration 0F: 2 clusters Score -5427510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5398790.500000 Penalty: 3466.244385
	Iteration 0F: 3 clusters Score -5398790 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5409920.500000 Penalty: 3466.244385
	Iteration 1F: 3 clusters Score -5409920 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5410286.500000 Penalty: 3466.244385
	Iteration 2Q: 3 clusters Score -5410286 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5410621.500000 Penalty: 3466.244385
	Iteration 3Q: 3 clusters Score -5410622 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -5410976.500000 Penalty: 3466.244385
	Iteration 4Q: 3 clusters Score -5410976 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5411372.500000 Penalty: 3466.244385
	Iteration 5Q: 3 clusters Score -5411372 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -5411791.000000 Penalty: 3466.244385
	Iteration 6Q: 3 clusters Score -5411791 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -5412400.000000 Penalty: 3466.244385
	Iteration 7Q: 3 clusters Score -5412400 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -5413186.500000 Penalty: 3466.244385
	Iteration 8Q: 3 clusters Score -5413186 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5414435.000000 Penalty: 3466.244385
	Iteration 9Q: 3 clusters Score -5414435 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5415960.000000 Penalty: 3466.244385
	Iteration 10F: 3 clusters Score -5415960 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -5417949.500000 Penalty: 3466.244385
	Iteration 11F: 3 clusters Score -5417950 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -5419712.500000 Penalty: 3466.244385
	Iteration 12F: 3 clusters Score -5419712 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -5420992.500000 Penalty: 3466.244385
	Iteration 13Q: 3 clusters Score -5420992 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5421961.500000 Penalty: 3466.244385
	Iteration 14Q: 3 clusters Score -5421962 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5422661.500000 Penalty: 3466.244385
	Iteration 15Q: 3 clusters Score -5422662 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5423266.000000 Penalty: 3466.244385
	Iteration 16Q: 3 clusters Score -5423266 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5423743.000000 Penalty: 3466.244385
	Iteration 17Q: 3 clusters Score -5423743 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5424159.000000 Penalty: 3466.244385
	Iteration 18Q: 3 clusters Score -5424159 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -5424534.000000 Penalty: 3466.244385
	Iteration 19Q: 3 clusters Score -5424534 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5424816.000000 Penalty: 3466.244385
	Iteration 20F: 3 clusters Score -5424816 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5425028.000000 Penalty: 3466.244385
	Iteration 21Q: 3 clusters Score -5425028 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -5425240.000000 Penalty: 3466.244385
	Iteration 22Q: 3 clusters Score -5425240 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5425412.000000 Penalty: 3466.244385
	Iteration 23Q: 3 clusters Score -5425412 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5425556.000000 Penalty: 3466.244385
	Iteration 24Q: 3 clusters Score -5425556 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5425681.500000 Penalty: 3466.244385
	Iteration 25Q: 3 clusters Score -5425682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5425801.000000 Penalty: 3466.244385
	Iteration 26Q: 3 clusters Score -5425801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5425876.500000 Penalty: 3466.244385
	Iteration 27Q: 3 clusters Score -5425876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5425924.000000 Penalty: 3466.244385
	Iteration 28Q: 3 clusters Score -5425924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5425959.000000 Penalty: 3466.244385
	Iteration 29Q: 3 clusters Score -5425959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5425997.000000 Penalty: 3466.244385
	Iteration 30Q: 3 clusters Score -5425997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5426020.000000 Penalty: 3466.244385
	Iteration 31Q: 3 clusters Score -5426020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5426054.000000 Penalty: 3466.244385
	Iteration 32Q: 3 clusters Score -5426054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5426068.500000 Penalty: 3466.244385
	Iteration 33Q: 3 clusters Score -5426068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5426093.500000 Penalty: 3466.244385
	Iteration 34Q: 3 clusters Score -5426094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5426108.500000 Penalty: 3466.244385
	Iteration 35Q: 3 clusters Score -5426108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5426125.500000 Penalty: 3466.244385
	Iteration 36Q: 3 clusters Score -5426126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5426138.500000 Penalty: 3466.244385
	Iteration 37Q: 3 clusters Score -5426138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5426146.000000 Penalty: 3466.244385
	Iteration 38Q: 3 clusters Score -5426146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5426151.000000 Penalty: 3466.244385
	Iteration 39Q: 3 clusters Score -5426151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5426154.500000 Penalty: 3466.244385
	Iteration 40F: 3 clusters Score -5426154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5426147.000000 Penalty: 3466.244385
	Iteration 41Q: 3 clusters Score -5426147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5426147.000000 Penalty: 3466.244385
	Iteration 42Q: 3 clusters Score -5426147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5426147.500000 Penalty: 3466.244385
	Iteration 43Q: 3 clusters Score -5426148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5426150.500000 Penalty: 3466.244385
	Iteration 44Q: 3 clusters Score -5426150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5426150.500000 Penalty: 3466.244385
	Iteration 45F: 3 clusters Score -5426150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (92842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Entering Unmasked Estep 
Score: -11798108.000000 Penalty: 1858.781250
	Iteration 0F: 2 clusters Score -1.179811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -11736430.000000 Penalty: 3717.562500
	Iteration 0F: 3 clusters Score -1.173643e+07 nChanged 44451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -11761688.000000 Penalty: 3717.562500
	Iteration 1F: 3 clusters Score -1.176169e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -11762306.000000 Penalty: 3717.562500
	Iteration 2Q: 3 clusters Score -1.176231e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -11763073.000000 Penalty: 3717.562500
	Iteration 3Q: 3 clusters Score -1.176307e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -11764527.000000 Penalty: 3717.562500
	Iteration 4Q: 3 clusters Score -1.176453e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -11767059.000000 Penalty: 3717.562500
	Iteration 5F: 3 clusters Score -1.176706e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -11771351.000000 Penalty: 3717.562500
	Iteration 6F: 3 clusters Score -1.177135e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -11778280.000000 Penalty: 3717.562500
	Iteration 7F: 3 clusters Score -1.177828e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -11786358.000000 Penalty: 3717.562500
	Iteration 8F: 3 clusters Score -1.178636e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -11792521.000000 Penalty: 3717.562500
	Iteration 9F: 3 clusters Score -1.179252e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -11795276.000000 Penalty: 3717.562500
	Iteration 10Q: 3 clusters Score -1.179528e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -11796136.000000 Penalty: 3717.562500
	Iteration 11Q: 3 clusters Score -1.179614e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -11796383.000000 Penalty: 3717.562500
	Iteration 12Q: 3 clusters Score -1.179638e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -11796453.000000 Penalty: 3717.562500
	Iteration 13Q: 3 clusters Score -1.179645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -11796491.000000 Penalty: 3717.562500
	Iteration 14Q: 3 clusters Score -1.179649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11796501.000000 Penalty: 3717.562500
	Iteration 15Q: 3 clusters Score -1.17965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11796509.000000 Penalty: 3717.562500
	Iteration 16Q: 3 clusters Score -1.179651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11796510.000000 Penalty: 3717.562500
	Iteration 17Q: 3 clusters Score -1.179651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11796514.000000 Penalty: 3717.562500
	Iteration 18Q: 3 clusters Score -1.179651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11796516.000000 Penalty: 3717.562500
	Iteration 19Q: 3 clusters Score -1.179652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11796516.000000 Penalty: 3717.562500
	Iteration 20F: 3 clusters Score -1.179652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11796527.000000 Penalty: 3717.562500
	Iteration 21Q: 3 clusters Score -1.179653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -11796524.000000 Penalty: 3717.562500
	Iteration 22Q: 3 clusters Score -1.179652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -11796521.000000 Penalty: 3717.562500
	Iteration 23Q: 3 clusters Score -1.179652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -11796521.000000 Penalty: 3717.562500
	Iteration 24F: 3 clusters Score -1.179652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Entering Unmasked Estep 
Score: -11586040.000000 Penalty: 1860.433838
	Iteration 0F: 2 clusters Score -1.158604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -11524061.000000 Penalty: 3720.867676
	Iteration 0F: 3 clusters Score -1.152406e+07 nChanged 44800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -11550816.000000 Penalty: 3720.867676
	Iteration 1F: 3 clusters Score -1.155082e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -11552403.000000 Penalty: 3720.867676
	Iteration 2Q: 3 clusters Score -1.15524e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -11554664.000000 Penalty: 3720.867676
	Iteration 3F: 3 clusters Score -1.155466e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -11557890.000000 Penalty: 3720.867676
	Iteration 4F: 3 clusters Score -1.155789e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -11561974.000000 Penalty: 3720.867676
	Iteration 5F: 3 clusters Score -1.156197e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -11566710.000000 Penalty: 3720.867676
	Iteration 6F: 3 clusters Score -1.156671e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -11570882.000000 Penalty: 3720.867676
	Iteration 7F: 3 clusters Score -1.157088e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -11573916.000000 Penalty: 3720.867676
	Iteration 8F: 3 clusters Score -1.157392e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -11575775.000000 Penalty: 3720.867676
	Iteration 9Q: 3 clusters Score -1.157578e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -11576851.000000 Penalty: 3720.867676
	Iteration 10Q: 3 clusters Score -1.157685e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -11577671.000000 Penalty: 3720.867676
	Iteration 11Q: 3 clusters Score -1.157767e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -11578292.000000 Penalty: 3720.867676
	Iteration 12Q: 3 clusters Score -1.157829e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -11578759.000000 Penalty: 3720.867676
	Iteration 13Q: 3 clusters Score -1.157876e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -11579275.000000 Penalty: 3720.867676
	Iteration 14Q: 3 clusters Score -1.157928e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -11579876.000000 Penalty: 3720.867676
	Iteration 15Q: 3 clusters Score -1.157988e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -11580502.000000 Penalty: 3720.867676
	Iteration 16Q: 3 clusters Score -1.15805e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -11581121.000000 Penalty: 3720.867676
	Iteration 17Q: 3 clusters Score -1.158112e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -11581615.000000 Penalty: 3720.867676
	Iteration 18Q: 3 clusters Score -1.158162e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -11582126.000000 Penalty: 3720.867676
	Iteration 19Q: 3 clusters Score -1.158213e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -11582619.000000 Penalty: 3720.867676
	Iteration 20F: 3 clusters Score -1.158262e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -11582980.000000 Penalty: 3720.867676
	Iteration 21Q: 3 clusters Score -1.158298e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -11583233.000000 Penalty: 3720.867676
	Iteration 22Q: 3 clusters Score -1.158323e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -11583448.000000 Penalty: 3720.867676
	Iteration 23Q: 3 clusters Score -1.158345e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -11583659.000000 Penalty: 3720.867676
	Iteration 24Q: 3 clusters Score -1.158366e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -11583743.000000 Penalty: 3720.867676
	Iteration 25Q: 3 clusters Score -1.158374e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -11583807.000000 Penalty: 3720.867676
	Iteration 26Q: 3 clusters Score -1.158381e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -11583863.000000 Penalty: 3720.867676
	Iteration 27Q: 3 clusters Score -1.158386e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -11583940.000000 Penalty: 3720.867676
	Iteration 28Q: 3 clusters Score -1.158394e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -11583989.000000 Penalty: 3720.867676
	Iteration 29Q: 3 clusters Score -1.158399e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -11584068.000000 Penalty: 3720.867676
	Iteration 30Q: 3 clusters Score -1.158407e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -11584112.000000 Penalty: 3720.867676
	Iteration 31Q: 3 clusters Score -1.158411e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -11584176.000000 Penalty: 3720.867676
	Iteration 32Q: 3 clusters Score -1.158418e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -11584255.000000 Penalty: 3720.867676
	Iteration 33Q: 3 clusters Score -1.158426e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -11584398.000000 Penalty: 3720.867676
	Iteration 34Q: 3 clusters Score -1.15844e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -11584458.000000 Penalty: 3720.867676
	Iteration 35Q: 3 clusters Score -1.158446e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -11584515.000000 Penalty: 3720.867676
	Iteration 36Q: 3 clusters Score -1.158452e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -11584509.000000 Penalty: 3720.867676
	Iteration 37Q: 3 clusters Score -1.158451e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -11584561.000000 Penalty: 3720.867676
	Iteration 38Q: 3 clusters Score -1.158456e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -11584629.000000 Penalty: 3720.867676
	Iteration 39Q: 3 clusters Score -1.158463e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -11584685.000000 Penalty: 3720.867676
	Iteration 40F: 3 clusters Score -1.158468e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -11584685.000000 Penalty: 3720.867676
	Iteration 41Q: 3 clusters Score -1.158468e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -11584685.000000 Penalty: 3720.867676
	Iteration 42Q: 3 clusters Score -1.158468e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -11584748.000000 Penalty: 3720.867676
	Iteration 43Q: 3 clusters Score -1.158475e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -11584752.000000 Penalty: 3720.867676
	Iteration 44Q: 3 clusters Score -1.158475e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -11584795.000000 Penalty: 3720.867676
	Iteration 45Q: 3 clusters Score -1.15848e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -11584776.000000 Penalty: 3720.867676
	Iteration 46Q: 3 clusters Score -1.158478e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -11584778.000000 Penalty: 3720.867676
	Iteration 47Q: 3 clusters Score -1.158478e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -11584809.000000 Penalty: 3720.867676
	Iteration 48Q: 3 clusters Score -1.158481e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -11584819.000000 Penalty: 3720.867676
	Iteration 49Q: 3 clusters Score -1.158482e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -11584805.000000 Penalty: 3720.867676
	Iteration 50Q: 3 clusters Score -1.15848e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -11584857.000000 Penalty: 3720.867676
	Iteration 51Q: 3 clusters Score -1.158486e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -11584891.000000 Penalty: 3720.867676
	Iteration 52Q: 3 clusters Score -1.158489e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -11584928.000000 Penalty: 3720.867676
	Iteration 53Q: 3 clusters Score -1.158493e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -11584945.000000 Penalty: 3720.867676
	Iteration 54Q: 3 clusters Score -1.158494e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -11584944.000000 Penalty: 3720.867676
	Iteration 55Q: 3 clusters Score -1.158494e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -11584943.000000 Penalty: 3720.867676
	Iteration 56Q: 3 clusters Score -1.158494e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -11584909.000000 Penalty: 3720.867676
	Iteration 57Q: 3 clusters Score -1.158491e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -11584876.000000 Penalty: 3720.867676
	Iteration 58Q: 3 clusters Score -1.158488e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -11584894.000000 Penalty: 3720.867676
	Iteration 59Q: 3 clusters Score -1.158489e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -11584952.000000 Penalty: 3720.867676
	Iteration 60F: 3 clusters Score -1.158495e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -11584960.000000 Penalty: 3720.867676
	Iteration 61Q: 3 clusters Score -1.158496e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -11584990.000000 Penalty: 3720.867676
	Iteration 62Q: 3 clusters Score -1.158499e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -11585014.000000 Penalty: 3720.867676
	Iteration 63Q: 3 clusters Score -1.158501e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -11584995.000000 Penalty: 3720.867676
	Iteration 64Q: 3 clusters Score -1.1585e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -11584999.000000 Penalty: 3720.867676
	Iteration 65Q: 3 clusters Score -1.1585e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -11584995.000000 Penalty: 3720.867676
	Iteration 66Q: 3 clusters Score -1.1585e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -11584989.000000 Penalty: 3720.867676
	Iteration 67Q: 3 clusters Score -1.158499e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -11584985.000000 Penalty: 3720.867676
	Iteration 68Q: 3 clusters Score -1.158498e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -11584981.000000 Penalty: 3720.867676
	Iteration 69Q: 3 clusters Score -1.158498e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -11584972.000000 Penalty: 3720.867676
	Iteration 70Q: 3 clusters Score -1.158497e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -11584974.000000 Penalty: 3720.867676
	Iteration 71Q: 3 clusters Score -1.158497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -11584981.000000 Penalty: 3720.867676
	Iteration 72Q: 3 clusters Score -1.158498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -11584984.000000 Penalty: 3720.867676
	Iteration 73Q: 3 clusters Score -1.158498e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -11584993.000000 Penalty: 3720.867676
	Iteration 74Q: 3 clusters Score -1.158499e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -11585006.000000 Penalty: 3720.867676
	Iteration 75Q: 3 clusters Score -1.158501e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -11584986.000000 Penalty: 3720.867676
	Iteration 76Q: 3 clusters Score -1.158499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -11584980.000000 Penalty: 3720.867676
	Iteration 77Q: 3 clusters Score -1.158498e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -11584993.000000 Penalty: 3720.867676
	Iteration 78Q: 3 clusters Score -1.158499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -11585010.000000 Penalty: 3720.867676
	Iteration 79Q: 3 clusters Score -1.158501e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -11585002.000000 Penalty: 3720.867676
	Iteration 80F: 3 clusters Score -1.1585e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -11585017.000000 Penalty: 3720.867676
	Iteration 81Q: 3 clusters Score -1.158502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -11585015.000000 Penalty: 3720.867676
	Iteration 82Q: 3 clusters Score -1.158502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -11584993.000000 Penalty: 3720.867676
	Iteration 83Q: 3 clusters Score -1.158499e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -11584992.000000 Penalty: 3720.867676
	Iteration 84Q: 3 clusters Score -1.158499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -11584998.000000 Penalty: 3720.867676
	Iteration 85Q: 3 clusters Score -1.1585e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -11584984.000000 Penalty: 3720.867676
	Iteration 86Q: 3 clusters Score -1.158498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -11584970.000000 Penalty: 3720.867676
	Iteration 87Q: 3 clusters Score -1.158497e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -11584965.000000 Penalty: 3720.867676
	Iteration 88Q: 3 clusters Score -1.158496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -11584963.000000 Penalty: 3720.867676
	Iteration 89Q: 3 clusters Score -1.158496e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -11584990.000000 Penalty: 3720.867676
	Iteration 90Q: 3 clusters Score -1.158499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -11585018.000000 Penalty: 3720.867676
	Iteration 91Q: 3 clusters Score -1.158502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -11585005.000000 Penalty: 3720.867676
	Iteration 92Q: 3 clusters Score -1.1585e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -11585024.000000 Penalty: 3720.867676
	Iteration 93Q: 3 clusters Score -1.158502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -11585023.000000 Penalty: 3720.867676
	Iteration 94Q: 3 clusters Score -1.158502e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -11585021.000000 Penalty: 3720.867676
	Iteration 95Q: 3 clusters Score -1.158502e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -11585033.000000 Penalty: 3720.867676
	Iteration 96Q: 3 clusters Score -1.158503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -11585035.000000 Penalty: 3720.867676
	Iteration 97Q: 3 clusters Score -1.158504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -11585046.000000 Penalty: 3720.867676
	Iteration 98Q: 3 clusters Score -1.158505e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -11585031.000000 Penalty: 3720.867676
	Iteration 99Q: 3 clusters Score -1.158503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -11585018.000000 Penalty: 3720.867676
	Iteration 100F: 3 clusters Score -1.158502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -11585020.000000 Penalty: 3720.867676
	Iteration 101Q: 3 clusters Score -1.158502e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -11585032.000000 Penalty: 3720.867676
	Iteration 102Q: 3 clusters Score -1.158503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -11585033.000000 Penalty: 3720.867676
	Iteration 103Q: 3 clusters Score -1.158503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -11585025.000000 Penalty: 3720.867676
	Iteration 104Q: 3 clusters Score -1.158502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -11585019.000000 Penalty: 3720.867676
	Iteration 105Q: 3 clusters Score -1.158502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -11585027.000000 Penalty: 3720.867676
	Iteration 106Q: 3 clusters Score -1.158503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -11585027.000000 Penalty: 3720.867676
	Iteration 107Q: 3 clusters Score -1.158503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -11585041.000000 Penalty: 3720.867676
	Iteration 108Q: 3 clusters Score -1.158504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -11585038.000000 Penalty: 3720.867676
	Iteration 109Q: 3 clusters Score -1.158504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -11585031.000000 Penalty: 3720.867676
	Iteration 110Q: 3 clusters Score -1.158503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -11585022.000000 Penalty: 3720.867676
	Iteration 111Q: 3 clusters Score -1.158502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -11585035.000000 Penalty: 3720.867676
	Iteration 112Q: 3 clusters Score -1.158504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81166 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -11585028.000000 Penalty: 3720.867676
	Iteration 113Q: 3 clusters Score -1.158503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -11585029.000000 Penalty: 3720.867676
	Iteration 114Q: 3 clusters Score -1.158503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -11585029.000000 Penalty: 3720.867676
	Iteration 115Q: 3 clusters Score -1.158503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -11585025.000000 Penalty: 3720.867676
	Iteration 116Q: 3 clusters Score -1.158502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -11585026.000000 Penalty: 3720.867676
	Iteration 117Q: 3 clusters Score -1.158503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -11585031.000000 Penalty: 3720.867676
	Iteration 118Q: 3 clusters Score -1.158503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81271 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -11585020.000000 Penalty: 3720.867676
	Iteration 119Q: 3 clusters Score -1.158502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -11585018.000000 Penalty: 3720.867676
	Iteration 120F: 3 clusters Score -1.158502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -11585021.000000 Penalty: 3720.867676
	Iteration 121Q: 3 clusters Score -1.158502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -11585027.000000 Penalty: 3720.867676
	Iteration 122Q: 3 clusters Score -1.158503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -11585006.000000 Penalty: 3720.867676
	Iteration 123Q: 3 clusters Score -1.158501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -11585016.000000 Penalty: 3720.867676
	Iteration 124Q: 3 clusters Score -1.158502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -11585027.000000 Penalty: 3720.867676
	Iteration 125Q: 3 clusters Score -1.158503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -11585023.000000 Penalty: 3720.867676
	Iteration 126Q: 3 clusters Score -1.158502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -11585010.000000 Penalty: 3720.867676
	Iteration 127Q: 3 clusters Score -1.158501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -11584999.000000 Penalty: 3720.867676
	Iteration 128Q: 3 clusters Score -1.1585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -11585000.000000 Penalty: 3720.867676
	Iteration 129Q: 3 clusters Score -1.1585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -11585014.000000 Penalty: 3720.867676
	Iteration 130Q: 3 clusters Score -1.158501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -11585008.000000 Penalty: 3720.867676
	Iteration 131Q: 3 clusters Score -1.158501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -11585009.000000 Penalty: 3720.867676
	Iteration 132Q: 3 clusters Score -1.158501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -11585009.000000 Penalty: 3720.867676
	Iteration 133Q: 3 clusters Score -1.158501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -11585015.000000 Penalty: 3720.867676
	Iteration 134Q: 3 clusters Score -1.158502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -11585014.000000 Penalty: 3720.867676
	Iteration 135Q: 3 clusters Score -1.158501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -11584996.000000 Penalty: 3720.867676
	Iteration 136Q: 3 clusters Score -1.1585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -11585005.000000 Penalty: 3720.867676
	Iteration 137Q: 3 clusters Score -1.1585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -11585008.000000 Penalty: 3720.867676
	Iteration 138Q: 3 clusters Score -1.158501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -11585008.000000 Penalty: 3720.867676
	Iteration 139Q: 3 clusters Score -1.158501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -11585002.000000 Penalty: 3720.867676
	Iteration 140F: 3 clusters Score -1.1585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -11585006.000000 Penalty: 3720.867676
	Iteration 141Q: 3 clusters Score -1.158501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -11585000.000000 Penalty: 3720.867676
	Iteration 142Q: 3 clusters Score -1.1585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -11585013.000000 Penalty: 3720.867676
	Iteration 143Q: 3 clusters Score -1.158501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -11585007.000000 Penalty: 3720.867676
	Iteration 144Q: 3 clusters Score -1.158501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -11585009.000000 Penalty: 3720.867676
	Iteration 145Q: 3 clusters Score -1.158501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -11585010.000000 Penalty: 3720.867676
	Iteration 146Q: 3 clusters Score -1.158501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -11585011.000000 Penalty: 3720.867676
	Iteration 147Q: 3 clusters Score -1.158501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -11585014.000000 Penalty: 3720.867676
	Iteration 148Q: 3 clusters Score -1.158501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -11585007.000000 Penalty: 3720.867676
	Iteration 149Q: 3 clusters Score -1.158501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -11584993.000000 Penalty: 3720.867676
	Iteration 150Q: 3 clusters Score -1.158499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -11585001.000000 Penalty: 3720.867676
	Iteration 151Q: 3 clusters Score -1.1585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -11585000.000000 Penalty: 3720.867676
	Iteration 152Q: 3 clusters Score -1.1585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -11585000.000000 Penalty: 3720.867676
	Iteration 153F: 3 clusters Score -1.1585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -233515.843750 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -233515.8 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 965 members 
Entering Unmasked Estep 
Score: -231471.546875 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -231471.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -231915.718750 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -231915.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -232044.187500 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -232044.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -232118.843750 Penalty: 2460.561523
	Iteration 3Q: 3 clusters Score -232118.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -232176.328125 Penalty: 2460.561523
	Iteration 4Q: 3 clusters Score -232176.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -232221.656250 Penalty: 2460.561523
	Iteration 5Q: 3 clusters Score -232221.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232257.734375 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -232257.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232307.343750 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -232307.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -232363.718750 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -232363.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -232419.046875 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -232419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -232465.687500 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -232465.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -232511.593750 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -232511.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -232567.093750 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -232567.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -232602.656250 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -232602.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -232625.234375 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -232625.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -232643.875000 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -232643.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232671.812500 Penalty: 2460.561523
	Iteration 16Q: 3 clusters Score -232671.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -232688.359375 Penalty: 2460.561523
	Iteration 17Q: 3 clusters Score -232688.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -232701.140625 Penalty: 2460.561523
	Iteration 18Q: 3 clusters Score -232701.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232711.156250 Penalty: 2460.561523
	Iteration 19Q: 3 clusters Score -232711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232719.671875 Penalty: 2460.561523
	Iteration 20F: 3 clusters Score -232719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -232733.796875 Penalty: 2460.561523
	Iteration 21Q: 3 clusters Score -232733.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232746.937500 Penalty: 2460.561523
	Iteration 22Q: 3 clusters Score -232746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -232751.203125 Penalty: 2460.561523
	Iteration 23Q: 3 clusters Score -232751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232755.515625 Penalty: 2460.561523
	Iteration 24Q: 3 clusters Score -232755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232762.875000 Penalty: 2460.561523
	Iteration 25Q: 3 clusters Score -232762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -232770.078125 Penalty: 2460.561523
	Iteration 26Q: 3 clusters Score -232770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -232777.484375 Penalty: 2460.561523
	Iteration 27Q: 3 clusters Score -232777.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -232785.671875 Penalty: 2460.561523
	Iteration 28Q: 3 clusters Score -232785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -232797.062500 Penalty: 2460.561523
	Iteration 29Q: 3 clusters Score -232797.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -232809.937500 Penalty: 2460.561523
	Iteration 30Q: 3 clusters Score -232809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -232816.765625 Penalty: 2460.561523
	Iteration 31Q: 3 clusters Score -232816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -232819.203125 Penalty: 2460.561523
	Iteration 32Q: 3 clusters Score -232819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -232819.203125 Penalty: 2460.561523
	Iteration 33F: 3 clusters Score -232819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -152705.546875 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -152705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -151059.140625 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -151059.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -151715.937500 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -151715.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152115.484375 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -152115.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -152355.953125 Penalty: 2345.669189
	Iteration 3F: 3 clusters Score -152356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -152445.703125 Penalty: 2345.669189
	Iteration 4F: 3 clusters Score -152445.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152498.281250 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -152498.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152513.203125 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -152513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152519.812500 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -152519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152525.343750 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -152525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -152532.265625 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -152532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -152534.796875 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -152534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152537.437500 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -152537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152537.437500 Penalty: 2345.669189
	Iteration 12F: 3 clusters Score -152537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -55974.226562 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -55974.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54910.878906 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -54910.88 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55154.175781 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -55154.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55253.343750 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -55253.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55319.765625 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -55319.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55359.550781 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -55359.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55377.144531 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -55377.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55386.234375 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -55386.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55396.507812 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -55396.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55420.507812 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -55420.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55443.160156 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -55443.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55457.597656 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -55457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55479.250000 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -55479.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55484.789062 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -55484.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55508.812500 Penalty: 2049.539551
	Iteration 13Q: 3 clusters Score -55508.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55512.179688 Penalty: 2049.539551
	Iteration 14Q: 3 clusters Score -55512.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55513.527344 Penalty: 2049.539551
	Iteration 15Q: 3 clusters Score -55513.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55513.527344 Penalty: 2049.539551
	Iteration 16F: 3 clusters Score -55513.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Entering Unmasked Estep 
Score: -13939664.000000 Penalty: 1887.713745
	Iteration 0F: 2 clusters Score -1.393966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -13867087.000000 Penalty: 3775.427490
	Iteration 0F: 3 clusters Score -1.386709e+07 nChanged 53078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -13898528.000000 Penalty: 3775.427490
	Iteration 1F: 3 clusters Score -1.389853e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -13899528.000000 Penalty: 3775.427490
	Iteration 2Q: 3 clusters Score -1.389953e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -13900787.000000 Penalty: 3775.427490
	Iteration 3Q: 3 clusters Score -1.390079e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -13902379.000000 Penalty: 3775.427490
	Iteration 4Q: 3 clusters Score -1.390238e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -13904604.000000 Penalty: 3775.427490
	Iteration 5Q: 3 clusters Score -1.39046e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -13908109.000000 Penalty: 3775.427490
	Iteration 6F: 3 clusters Score -1.390811e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -13912731.000000 Penalty: 3775.427490
	Iteration 7F: 3 clusters Score -1.391273e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -13918019.000000 Penalty: 3775.427490
	Iteration 8F: 3 clusters Score -1.391802e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -13921822.000000 Penalty: 3775.427490
	Iteration 9F: 3 clusters Score -1.392182e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -13923624.000000 Penalty: 3775.427490
	Iteration 10Q: 3 clusters Score -1.392362e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -13924749.000000 Penalty: 3775.427490
	Iteration 11Q: 3 clusters Score -1.392475e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -13925429.000000 Penalty: 3775.427490
	Iteration 12Q: 3 clusters Score -1.392543e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -13926262.000000 Penalty: 3775.427490
	Iteration 13Q: 3 clusters Score -1.392626e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -13927058.000000 Penalty: 3775.427490
	Iteration 14Q: 3 clusters Score -1.392706e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -13927912.000000 Penalty: 3775.427490
	Iteration 15Q: 3 clusters Score -1.392791e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -13928757.000000 Penalty: 3775.427490
	Iteration 16Q: 3 clusters Score -1.392876e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -13929580.000000 Penalty: 3775.427490
	Iteration 17Q: 3 clusters Score -1.392958e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -13930255.000000 Penalty: 3775.427490
	Iteration 18Q: 3 clusters Score -1.393026e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -13931121.000000 Penalty: 3775.427490
	Iteration 19Q: 3 clusters Score -1.393112e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -13931896.000000 Penalty: 3775.427490
	Iteration 20F: 3 clusters Score -1.39319e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -13932588.000000 Penalty: 3775.427490
	Iteration 21Q: 3 clusters Score -1.393259e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -13933221.000000 Penalty: 3775.427490
	Iteration 22Q: 3 clusters Score -1.393322e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -13933934.000000 Penalty: 3775.427490
	Iteration 23Q: 3 clusters Score -1.393393e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -13934612.000000 Penalty: 3775.427490
	Iteration 24Q: 3 clusters Score -1.393461e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -13935247.000000 Penalty: 3775.427490
	Iteration 25Q: 3 clusters Score -1.393525e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -13935837.000000 Penalty: 3775.427490
	Iteration 26Q: 3 clusters Score -1.393584e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -13936528.000000 Penalty: 3775.427490
	Iteration 27Q: 3 clusters Score -1.393653e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -13937096.000000 Penalty: 3775.427490
	Iteration 28Q: 3 clusters Score -1.39371e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101932 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -13937500.000000 Penalty: 3775.427490
	Iteration 29Q: 3 clusters Score -1.39375e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -13937814.000000 Penalty: 3775.427490
	Iteration 30Q: 3 clusters Score -1.393781e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -13938051.000000 Penalty: 3775.427490
	Iteration 31Q: 3 clusters Score -1.393805e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -13938273.000000 Penalty: 3775.427490
	Iteration 32Q: 3 clusters Score -1.393827e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -13938477.000000 Penalty: 3775.427490
	Iteration 33Q: 3 clusters Score -1.393848e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -13938666.000000 Penalty: 3775.427490
	Iteration 34Q: 3 clusters Score -1.393867e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -13938761.000000 Penalty: 3775.427490
	Iteration 35Q: 3 clusters Score -1.393876e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -13938905.000000 Penalty: 3775.427490
	Iteration 36Q: 3 clusters Score -1.39389e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107476 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -13938988.000000 Penalty: 3775.427490
	Iteration 37Q: 3 clusters Score -1.393899e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -13938999.000000 Penalty: 3775.427490
	Iteration 38Q: 3 clusters Score -1.3939e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108127 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13938985.000000 Penalty: 3775.427490
	Iteration 39Q: 3 clusters Score -1.393898e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -13938915.000000 Penalty: 3775.427490
	Iteration 40F: 3 clusters Score -1.393892e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -13938923.000000 Penalty: 3775.427490
	Iteration 41Q: 3 clusters Score -1.393892e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13938884.000000 Penalty: 3775.427490
	Iteration 42Q: 3 clusters Score -1.393888e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -13938866.000000 Penalty: 3775.427490
	Iteration 43Q: 3 clusters Score -1.393887e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13938841.000000 Penalty: 3775.427490
	Iteration 44Q: 3 clusters Score -1.393884e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13938792.000000 Penalty: 3775.427490
	Iteration 45Q: 3 clusters Score -1.393879e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -13938785.000000 Penalty: 3775.427490
	Iteration 46Q: 3 clusters Score -1.393878e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -13938767.000000 Penalty: 3775.427490
	Iteration 47Q: 3 clusters Score -1.393877e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -13938773.000000 Penalty: 3775.427490
	Iteration 48Q: 3 clusters Score -1.393877e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13938776.000000 Penalty: 3775.427490
	Iteration 49Q: 3 clusters Score -1.393878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109427 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13938787.000000 Penalty: 3775.427490
	Iteration 50Q: 3 clusters Score -1.393879e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13938789.000000 Penalty: 3775.427490
	Iteration 51Q: 3 clusters Score -1.393879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13938788.000000 Penalty: 3775.427490
	Iteration 52Q: 3 clusters Score -1.393879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13938786.000000 Penalty: 3775.427490
	Iteration 53Q: 3 clusters Score -1.393879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13938801.000000 Penalty: 3775.427490
	Iteration 54Q: 3 clusters Score -1.39388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13938809.000000 Penalty: 3775.427490
	Iteration 55Q: 3 clusters Score -1.393881e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13938797.000000 Penalty: 3775.427490
	Iteration 56Q: 3 clusters Score -1.39388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13938795.000000 Penalty: 3775.427490
	Iteration 57Q: 3 clusters Score -1.39388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13938796.000000 Penalty: 3775.427490
	Iteration 58Q: 3 clusters Score -1.39388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13938785.000000 Penalty: 3775.427490
	Iteration 59Q: 3 clusters Score -1.393878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109687 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -13938762.000000 Penalty: 3775.427490
	Iteration 60F: 3 clusters Score -1.393876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13938773.000000 Penalty: 3775.427490
	Iteration 61Q: 3 clusters Score -1.393877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13938770.000000 Penalty: 3775.427490
	Iteration 62Q: 3 clusters Score -1.393877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13938766.000000 Penalty: 3775.427490
	Iteration 63Q: 3 clusters Score -1.393877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13938762.000000 Penalty: 3775.427490
	Iteration 64Q: 3 clusters Score -1.393876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13938767.000000 Penalty: 3775.427490
	Iteration 65Q: 3 clusters Score -1.393877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13938755.000000 Penalty: 3775.427490
	Iteration 66Q: 3 clusters Score -1.393876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13938764.000000 Penalty: 3775.427490
	Iteration 67Q: 3 clusters Score -1.393876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109758 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13938766.000000 Penalty: 3775.427490
	Iteration 68Q: 3 clusters Score -1.393877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109761 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13938776.000000 Penalty: 3775.427490
	Iteration 69Q: 3 clusters Score -1.393878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13938771.000000 Penalty: 3775.427490
	Iteration 70Q: 3 clusters Score -1.393877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13938783.000000 Penalty: 3775.427490
	Iteration 71Q: 3 clusters Score -1.393878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13938773.000000 Penalty: 3775.427490
	Iteration 72Q: 3 clusters Score -1.393877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109770 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13938775.000000 Penalty: 3775.427490
	Iteration 73Q: 3 clusters Score -1.393878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13938763.000000 Penalty: 3775.427490
	Iteration 74Q: 3 clusters Score -1.393876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109773 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13938774.000000 Penalty: 3775.427490
	Iteration 75Q: 3 clusters Score -1.393877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13938769.000000 Penalty: 3775.427490
	Iteration 76Q: 3 clusters Score -1.393877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13938765.000000 Penalty: 3775.427490
	Iteration 77Q: 3 clusters Score -1.393876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13938769.000000 Penalty: 3775.427490
	Iteration 78Q: 3 clusters Score -1.393877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13938766.000000 Penalty: 3775.427490
	Iteration 79Q: 3 clusters Score -1.393877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13938761.000000 Penalty: 3775.427490
	Iteration 80F: 3 clusters Score -1.393876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13938773.000000 Penalty: 3775.427490
	Iteration 81Q: 3 clusters Score -1.393877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13938770.000000 Penalty: 3775.427490
	Iteration 82Q: 3 clusters Score -1.393877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13938762.000000 Penalty: 3775.427490
	Iteration 83Q: 3 clusters Score -1.393876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13938762.000000 Penalty: 3775.427490
	Iteration 84F: 3 clusters Score -1.393876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Entering Unmasked Estep 
Score: -13498824.000000 Penalty: 1881.816040
	Iteration 0F: 2 clusters Score -1.349882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -13427759.000000 Penalty: 3763.632080
	Iteration 0F: 3 clusters Score -1.342776e+07 nChanged 51246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -13457502.000000 Penalty: 3763.632080
	Iteration 1F: 3 clusters Score -1.34575e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -13458662.000000 Penalty: 3763.632080
	Iteration 2Q: 3 clusters Score -1.345866e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -13460469.000000 Penalty: 3763.632080
	Iteration 3Q: 3 clusters Score -1.346047e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -13463698.000000 Penalty: 3763.632080
	Iteration 4F: 3 clusters Score -1.34637e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -13469314.000000 Penalty: 3763.632080
	Iteration 5F: 3 clusters Score -1.346931e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -13477319.000000 Penalty: 3763.632080
	Iteration 6F: 3 clusters Score -1.347732e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -13485756.000000 Penalty: 3763.632080
	Iteration 7F: 3 clusters Score -1.348576e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -13491798.000000 Penalty: 3763.632080
	Iteration 8F: 3 clusters Score -1.34918e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102142 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -13494820.000000 Penalty: 3763.632080
	Iteration 9Q: 3 clusters Score -1.349482e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103651 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -13496078.000000 Penalty: 3763.632080
	Iteration 10Q: 3 clusters Score -1.349608e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13496710.000000 Penalty: 3763.632080
	Iteration 11Q: 3 clusters Score -1.349671e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13497001.000000 Penalty: 3763.632080
	Iteration 12Q: 3 clusters Score -1.3497e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13497134.000000 Penalty: 3763.632080
	Iteration 13Q: 3 clusters Score -1.349713e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13497184.000000 Penalty: 3763.632080
	Iteration 14Q: 3 clusters Score -1.349718e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -13497223.000000 Penalty: 3763.632080
	Iteration 15Q: 3 clusters Score -1.349722e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13497283.000000 Penalty: 3763.632080
	Iteration 16Q: 3 clusters Score -1.349728e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13497331.000000 Penalty: 3763.632080
	Iteration 17Q: 3 clusters Score -1.349733e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13497347.000000 Penalty: 3763.632080
	Iteration 18Q: 3 clusters Score -1.349735e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13497346.000000 Penalty: 3763.632080
	Iteration 19Q: 3 clusters Score -1.349735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13497358.000000 Penalty: 3763.632080
	Iteration 20F: 3 clusters Score -1.349736e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13497357.000000 Penalty: 3763.632080
	Iteration 21Q: 3 clusters Score -1.349736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13497364.000000 Penalty: 3763.632080
	Iteration 22Q: 3 clusters Score -1.349736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13497367.000000 Penalty: 3763.632080
	Iteration 23Q: 3 clusters Score -1.349737e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13497361.000000 Penalty: 3763.632080
	Iteration 24Q: 3 clusters Score -1.349736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13497366.000000 Penalty: 3763.632080
	Iteration 25Q: 3 clusters Score -1.349737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13497375.000000 Penalty: 3763.632080
	Iteration 26Q: 3 clusters Score -1.349738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13497384.000000 Penalty: 3763.632080
	Iteration 27Q: 3 clusters Score -1.349738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13497383.000000 Penalty: 3763.632080
	Iteration 28Q: 3 clusters Score -1.349738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13497383.000000 Penalty: 3763.632080
	Iteration 29Q: 3 clusters Score -1.349738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13497385.000000 Penalty: 3763.632080
	Iteration 30Q: 3 clusters Score -1.349738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13497383.000000 Penalty: 3763.632080
	Iteration 31Q: 3 clusters Score -1.349738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13497381.000000 Penalty: 3763.632080
	Iteration 32Q: 3 clusters Score -1.349738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13497381.000000 Penalty: 3763.632080
	Iteration 33F: 3 clusters Score -1.349738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -19539.919922 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -19539.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18795.082031 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -18795.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19002.638672 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -19002.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19099.886719 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -19099.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19151.716797 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -19151.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19215.230469 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -19215.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19298.396484 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -19298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19346.111328 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -19346.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19347.748047 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -19347.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19347.748047 Penalty: 1821.885620
	Iteration 8F: 3 clusters Score -19347.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Entering Unmasked Estep 
Score: -6128686.500000 Penalty: 1758.402344
	Iteration 0F: 2 clusters Score -6128686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -6095348.000000 Penalty: 3516.804688
	Iteration 0F: 3 clusters Score -6095348 nChanged 23280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -6108327.500000 Penalty: 3516.804688
	Iteration 1F: 3 clusters Score -6108328 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -6108897.500000 Penalty: 3516.804688
	Iteration 2Q: 3 clusters Score -6108898 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -6109609.500000 Penalty: 3516.804688
	Iteration 3Q: 3 clusters Score -6109610 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -6110806.000000 Penalty: 3516.804688
	Iteration 4Q: 3 clusters Score -6110806 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -6112923.000000 Penalty: 3516.804688
	Iteration 5F: 3 clusters Score -6112923 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -6116228.000000 Penalty: 3516.804688
	Iteration 6F: 3 clusters Score -6116228 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -6120322.500000 Penalty: 3516.804688
	Iteration 7F: 3 clusters Score -6120322 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6123799.000000 Penalty: 3516.804688
	Iteration 8F: 3 clusters Score -6123799 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6125778.500000 Penalty: 3516.804688
	Iteration 9Q: 3 clusters Score -6125778 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -6126640.000000 Penalty: 3516.804688
	Iteration 10Q: 3 clusters Score -6126640 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6126949.000000 Penalty: 3516.804688
	Iteration 11Q: 3 clusters Score -6126949 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -6127070.000000 Penalty: 3516.804688
	Iteration 12Q: 3 clusters Score -6127070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -6127138.500000 Penalty: 3516.804688
	Iteration 13Q: 3 clusters Score -6127138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -6127162.000000 Penalty: 3516.804688
	Iteration 14Q: 3 clusters Score -6127162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -6127178.500000 Penalty: 3516.804688
	Iteration 15Q: 3 clusters Score -6127178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -6127183.000000 Penalty: 3516.804688
	Iteration 16Q: 3 clusters Score -6127183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -6127195.000000 Penalty: 3516.804688
	Iteration 17Q: 3 clusters Score -6127195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6127203.500000 Penalty: 3516.804688
	Iteration 18Q: 3 clusters Score -6127204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6127194.500000 Penalty: 3516.804688
	Iteration 19Q: 3 clusters Score -6127194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -6127201.500000 Penalty: 3516.804688
	Iteration 20F: 3 clusters Score -6127202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6127203.000000 Penalty: 3516.804688
	Iteration 21Q: 3 clusters Score -6127203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6127206.500000 Penalty: 3516.804688
	Iteration 22Q: 3 clusters Score -6127206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6127206.500000 Penalty: 3516.804688
	Iteration 23F: 3 clusters Score -6127206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -8805.615234 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -8805.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8145.050781 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -8145.051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8406.423828 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -8406.424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8524.193359 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -8524.193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8556.787109 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -8556.787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8568.876953 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -8568.877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8571.093750 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -8571.094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8571.093750 Penalty: 1771.587524
	Iteration 6F: 3 clusters Score -8571.094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Entering Unmasked Estep 
Score: -1743510.750000 Penalty: 1553.054321
	Iteration 0F: 2 clusters Score -1743511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1733792.750000 Penalty: 3106.108643
	Iteration 0F: 3 clusters Score -1733793 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1737054.625000 Penalty: 3106.108643
	Iteration 1F: 3 clusters Score -1737055 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1737327.750000 Penalty: 3106.108643
	Iteration 2F: 3 clusters Score -1737328 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1737553.375000 Penalty: 3106.108643
	Iteration 3Q: 3 clusters Score -1737553 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1737770.250000 Penalty: 3106.108643
	Iteration 4Q: 3 clusters Score -1737770 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1737973.750000 Penalty: 3106.108643
	Iteration 5Q: 3 clusters Score -1737974 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1738148.500000 Penalty: 3106.108643
	Iteration 6Q: 3 clusters Score -1738148 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1738331.875000 Penalty: 3106.108643
	Iteration 7Q: 3 clusters Score -1738332 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1738561.750000 Penalty: 3106.108643
	Iteration 8Q: 3 clusters Score -1738562 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1738851.500000 Penalty: 3106.108643
	Iteration 9Q: 3 clusters Score -1738852 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1739174.000000 Penalty: 3106.108643
	Iteration 10Q: 3 clusters Score -1739174 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1739566.750000 Penalty: 3106.108643
	Iteration 11Q: 3 clusters Score -1739567 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1739991.250000 Penalty: 3106.108643
	Iteration 12Q: 3 clusters Score -1739991 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1740432.750000 Penalty: 3106.108643
	Iteration 13Q: 3 clusters Score -1740433 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1740821.125000 Penalty: 3106.108643
	Iteration 14Q: 3 clusters Score -1740821 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1741132.750000 Penalty: 3106.108643
	Iteration 15Q: 3 clusters Score -1741133 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1741410.750000 Penalty: 3106.108643
	Iteration 16Q: 3 clusters Score -1741411 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1741606.750000 Penalty: 3106.108643
	Iteration 17Q: 3 clusters Score -1741607 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1741748.125000 Penalty: 3106.108643
	Iteration 18Q: 3 clusters Score -1741748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1741864.625000 Penalty: 3106.108643
	Iteration 19Q: 3 clusters Score -1741865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1741943.375000 Penalty: 3106.108643
	Iteration 20F: 3 clusters Score -1741943 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1741996.125000 Penalty: 3106.108643
	Iteration 21Q: 3 clusters Score -1741996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1742032.125000 Penalty: 3106.108643
	Iteration 22Q: 3 clusters Score -1742032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1742067.500000 Penalty: 3106.108643
	Iteration 23Q: 3 clusters Score -1742068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1742081.875000 Penalty: 3106.108643
	Iteration 24Q: 3 clusters Score -1742082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1742095.625000 Penalty: 3106.108643
	Iteration 25Q: 3 clusters Score -1742096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1742100.000000 Penalty: 3106.108643
	Iteration 26Q: 3 clusters Score -1742100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1742106.500000 Penalty: 3106.108643
	Iteration 27Q: 3 clusters Score -1742106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1742112.500000 Penalty: 3106.108643
	Iteration 28Q: 3 clusters Score -1742112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1742117.875000 Penalty: 3106.108643
	Iteration 29Q: 3 clusters Score -1742118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1742120.875000 Penalty: 3106.108643
	Iteration 30Q: 3 clusters Score -1742121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1742125.375000 Penalty: 3106.108643
	Iteration 31Q: 3 clusters Score -1742125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1742132.375000 Penalty: 3106.108643
	Iteration 32Q: 3 clusters Score -1742132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1742141.125000 Penalty: 3106.108643
	Iteration 33Q: 3 clusters Score -1742141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1742141.250000 Penalty: 3106.108643
	Iteration 34Q: 3 clusters Score -1742141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1742143.500000 Penalty: 3106.108643
	Iteration 35Q: 3 clusters Score -1742144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1742147.000000 Penalty: 3106.108643
	Iteration 36Q: 3 clusters Score -1742147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1742148.375000 Penalty: 3106.108643
	Iteration 37Q: 3 clusters Score -1742148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1742152.125000 Penalty: 3106.108643
	Iteration 38Q: 3 clusters Score -1742152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1742152.875000 Penalty: 3106.108643
	Iteration 39Q: 3 clusters Score -1742153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1742154.500000 Penalty: 3106.108643
	Iteration 40F: 3 clusters Score -1742154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1742156.250000 Penalty: 3106.108643
	Iteration 41Q: 3 clusters Score -1742156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1742158.250000 Penalty: 3106.108643
	Iteration 42Q: 3 clusters Score -1742158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1742161.625000 Penalty: 3106.108643
	Iteration 43Q: 3 clusters Score -1742162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1742162.500000 Penalty: 3106.108643
	Iteration 44Q: 3 clusters Score -1742162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1742169.625000 Penalty: 3106.108643
	Iteration 45Q: 3 clusters Score -1742170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1742172.375000 Penalty: 3106.108643
	Iteration 46Q: 3 clusters Score -1742172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1742177.875000 Penalty: 3106.108643
	Iteration 47Q: 3 clusters Score -1742178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1742183.625000 Penalty: 3106.108643
	Iteration 48Q: 3 clusters Score -1742184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1742189.375000 Penalty: 3106.108643
	Iteration 49Q: 3 clusters Score -1742189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1742193.625000 Penalty: 3106.108643
	Iteration 50Q: 3 clusters Score -1742194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1742198.500000 Penalty: 3106.108643
	Iteration 51Q: 3 clusters Score -1742198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1742199.750000 Penalty: 3106.108643
	Iteration 52Q: 3 clusters Score -1742200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1742201.375000 Penalty: 3106.108643
	Iteration 53Q: 3 clusters Score -1742201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1742202.625000 Penalty: 3106.108643
	Iteration 54Q: 3 clusters Score -1742203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1742205.875000 Penalty: 3106.108643
	Iteration 55Q: 3 clusters Score -1742206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1742211.125000 Penalty: 3106.108643
	Iteration 56Q: 3 clusters Score -1742211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1742212.625000 Penalty: 3106.108643
	Iteration 57Q: 3 clusters Score -1742213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1742212.625000 Penalty: 3106.108643
	Iteration 58F: 3 clusters Score -1742213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1229411.375000 Penalty: 1503.988525
	Iteration 0F: 2 clusters Score -1229411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1222000.500000 Penalty: 3007.977051
	Iteration 0F: 3 clusters Score -1222000 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1224467.000000 Penalty: 3007.977051
	Iteration 1F: 3 clusters Score -1224467 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1224750.375000 Penalty: 3007.977051
	Iteration 2F: 3 clusters Score -1224750 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1224970.500000 Penalty: 3007.977051
	Iteration 3F: 3 clusters Score -1224970 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1225156.875000 Penalty: 3007.977051
	Iteration 4Q: 3 clusters Score -1225157 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1225309.250000 Penalty: 3007.977051
	Iteration 5Q: 3 clusters Score -1225309 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1225433.125000 Penalty: 3007.977051
	Iteration 6Q: 3 clusters Score -1225433 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1225537.750000 Penalty: 3007.977051
	Iteration 7Q: 3 clusters Score -1225538 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1225636.500000 Penalty: 3007.977051
	Iteration 8Q: 3 clusters Score -1225636 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1225733.375000 Penalty: 3007.977051
	Iteration 9Q: 3 clusters Score -1225733 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1225828.500000 Penalty: 3007.977051
	Iteration 10Q: 3 clusters Score -1225828 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1225935.250000 Penalty: 3007.977051
	Iteration 11Q: 3 clusters Score -1225935 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1226058.625000 Penalty: 3007.977051
	Iteration 12Q: 3 clusters Score -1226059 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1226197.875000 Penalty: 3007.977051
	Iteration 13Q: 3 clusters Score -1226198 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1226368.000000 Penalty: 3007.977051
	Iteration 14Q: 3 clusters Score -1226368 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1226571.000000 Penalty: 3007.977051
	Iteration 15Q: 3 clusters Score -1226571 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1226818.625000 Penalty: 3007.977051
	Iteration 16Q: 3 clusters Score -1226819 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1226998.750000 Penalty: 3007.977051
	Iteration 17Q: 3 clusters Score -1226999 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1227100.750000 Penalty: 3007.977051
	Iteration 18Q: 3 clusters Score -1227101 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1227163.500000 Penalty: 3007.977051
	Iteration 19Q: 3 clusters Score -1227164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1227202.500000 Penalty: 3007.977051
	Iteration 20F: 3 clusters Score -1227202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1227237.375000 Penalty: 3007.977051
	Iteration 21Q: 3 clusters Score -1227237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1227265.750000 Penalty: 3007.977051
	Iteration 22Q: 3 clusters Score -1227266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1227283.500000 Penalty: 3007.977051
	Iteration 23Q: 3 clusters Score -1227284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1227303.125000 Penalty: 3007.977051
	Iteration 24Q: 3 clusters Score -1227303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1227322.000000 Penalty: 3007.977051
	Iteration 25Q: 3 clusters Score -1227322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1227337.875000 Penalty: 3007.977051
	Iteration 26Q: 3 clusters Score -1227338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1227348.000000 Penalty: 3007.977051
	Iteration 27Q: 3 clusters Score -1227348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1227366.125000 Penalty: 3007.977051
	Iteration 28Q: 3 clusters Score -1227366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1227380.750000 Penalty: 3007.977051
	Iteration 29Q: 3 clusters Score -1227381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1227398.500000 Penalty: 3007.977051
	Iteration 30Q: 3 clusters Score -1227398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1227413.500000 Penalty: 3007.977051
	Iteration 31Q: 3 clusters Score -1227414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1227430.250000 Penalty: 3007.977051
	Iteration 32Q: 3 clusters Score -1227430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1227452.625000 Penalty: 3007.977051
	Iteration 33Q: 3 clusters Score -1227453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1227474.250000 Penalty: 3007.977051
	Iteration 34Q: 3 clusters Score -1227474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1227510.125000 Penalty: 3007.977051
	Iteration 35Q: 3 clusters Score -1227510 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1227544.625000 Penalty: 3007.977051
	Iteration 36Q: 3 clusters Score -1227545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1227580.625000 Penalty: 3007.977051
	Iteration 37Q: 3 clusters Score -1227581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1227614.625000 Penalty: 3007.977051
	Iteration 38Q: 3 clusters Score -1227615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1227645.125000 Penalty: 3007.977051
	Iteration 39Q: 3 clusters Score -1227645 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1227672.875000 Penalty: 3007.977051
	Iteration 40F: 3 clusters Score -1227673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1227690.250000 Penalty: 3007.977051
	Iteration 41Q: 3 clusters Score -1227690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1227709.625000 Penalty: 3007.977051
	Iteration 42Q: 3 clusters Score -1227710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1227718.500000 Penalty: 3007.977051
	Iteration 43Q: 3 clusters Score -1227718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1227737.125000 Penalty: 3007.977051
	Iteration 44Q: 3 clusters Score -1227737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1227744.375000 Penalty: 3007.977051
	Iteration 45Q: 3 clusters Score -1227744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1227753.250000 Penalty: 3007.977051
	Iteration 46Q: 3 clusters Score -1227753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1227761.875000 Penalty: 3007.977051
	Iteration 47Q: 3 clusters Score -1227762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1227771.750000 Penalty: 3007.977051
	Iteration 48Q: 3 clusters Score -1227772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1227787.250000 Penalty: 3007.977051
	Iteration 49Q: 3 clusters Score -1227787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1227799.750000 Penalty: 3007.977051
	Iteration 50Q: 3 clusters Score -1227800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1227810.125000 Penalty: 3007.977051
	Iteration 51Q: 3 clusters Score -1227810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1227818.625000 Penalty: 3007.977051
	Iteration 52Q: 3 clusters Score -1227819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1227831.875000 Penalty: 3007.977051
	Iteration 53Q: 3 clusters Score -1227832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1227842.125000 Penalty: 3007.977051
	Iteration 54Q: 3 clusters Score -1227842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1227853.875000 Penalty: 3007.977051
	Iteration 55Q: 3 clusters Score -1227854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1227862.500000 Penalty: 3007.977051
	Iteration 56Q: 3 clusters Score -1227862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1227871.375000 Penalty: 3007.977051
	Iteration 57Q: 3 clusters Score -1227871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1227879.750000 Penalty: 3007.977051
	Iteration 58Q: 3 clusters Score -1227880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1227884.125000 Penalty: 3007.977051
	Iteration 59Q: 3 clusters Score -1227884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1227890.125000 Penalty: 3007.977051
	Iteration 60F: 3 clusters Score -1227890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1227893.000000 Penalty: 3007.977051
	Iteration 61Q: 3 clusters Score -1227893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1227896.500000 Penalty: 3007.977051
	Iteration 62Q: 3 clusters Score -1227896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1227897.375000 Penalty: 3007.977051
	Iteration 63Q: 3 clusters Score -1227897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1227901.875000 Penalty: 3007.977051
	Iteration 64Q: 3 clusters Score -1227902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1227906.000000 Penalty: 3007.977051
	Iteration 65Q: 3 clusters Score -1227906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1227907.500000 Penalty: 3007.977051
	Iteration 66Q: 3 clusters Score -1227908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1227909.000000 Penalty: 3007.977051
	Iteration 67Q: 3 clusters Score -1227909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1227909.500000 Penalty: 3007.977051
	Iteration 68Q: 3 clusters Score -1227910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1227915.000000 Penalty: 3007.977051
	Iteration 69Q: 3 clusters Score -1227915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1227917.000000 Penalty: 3007.977051
	Iteration 70Q: 3 clusters Score -1227917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1227919.000000 Penalty: 3007.977051
	Iteration 71Q: 3 clusters Score -1227919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1227922.875000 Penalty: 3007.977051
	Iteration 72Q: 3 clusters Score -1227923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1227920.000000 Penalty: 3007.977051
	Iteration 73Q: 3 clusters Score -1227920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1227923.250000 Penalty: 3007.977051
	Iteration 74Q: 3 clusters Score -1227923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1227924.500000 Penalty: 3007.977051
	Iteration 75Q: 3 clusters Score -1227924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1227926.000000 Penalty: 3007.977051
	Iteration 76Q: 3 clusters Score -1227926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1227927.625000 Penalty: 3007.977051
	Iteration 77Q: 3 clusters Score -1227928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1227926.750000 Penalty: 3007.977051
	Iteration 78Q: 3 clusters Score -1227927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1227926.750000 Penalty: 3007.977051
	Iteration 79F: 3 clusters Score -1227927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -270780.343750 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -270780.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -268547.218750 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -268547.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -269088.125000 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -269088.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -269218.968750 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -269219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -269298.531250 Penalty: 2505.670898
	Iteration 3Q: 3 clusters Score -269298.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -269359.656250 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -269359.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -269400.968750 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -269401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -269434.125000 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -269434.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -269467.562500 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -269467.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -269491.531250 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -269491.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -269508.406250 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -269508.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -269521.312500 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -269521.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -269528.093750 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -269528.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -269531.625000 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -269531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -269533.437500 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -269533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -269535.937500 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -269535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -269536.718750 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -269536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269538.218750 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -269538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -269538.250000 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -269538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -269539.531250 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -269539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -269541.406250 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -269541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269543.687500 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -269543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -269545.250000 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -269545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -269545.093750 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -269545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -269545.093750 Penalty: 2505.670898
	Iteration 23F: 3 clusters Score -269545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -197779.687500 Penalty: 1194.563232
	Iteration 0F: 2 clusters Score -197779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -195937.000000 Penalty: 2389.126465
	Iteration 0F: 3 clusters Score -195937 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196327.765625 Penalty: 2389.126465
	Iteration 1F: 3 clusters Score -196327.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196416.578125 Penalty: 2389.126465
	Iteration 2F: 3 clusters Score -196416.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196464.703125 Penalty: 2389.126465
	Iteration 3Q: 3 clusters Score -196464.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -196501.312500 Penalty: 2389.126465
	Iteration 4Q: 3 clusters Score -196501.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196526.375000 Penalty: 2389.126465
	Iteration 5Q: 3 clusters Score -196526.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196546.203125 Penalty: 2389.126465
	Iteration 6Q: 3 clusters Score -196546.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196565.125000 Penalty: 2389.126465
	Iteration 7Q: 3 clusters Score -196565.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196582.109375 Penalty: 2389.126465
	Iteration 8Q: 3 clusters Score -196582.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196594.484375 Penalty: 2389.126465
	Iteration 9Q: 3 clusters Score -196594.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -196609.875000 Penalty: 2389.126465
	Iteration 10Q: 3 clusters Score -196609.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196627.265625 Penalty: 2389.126465
	Iteration 11Q: 3 clusters Score -196627.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196639.000000 Penalty: 2389.126465
	Iteration 12Q: 3 clusters Score -196639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -196648.312500 Penalty: 2389.126465
	Iteration 13Q: 3 clusters Score -196648.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -196660.718750 Penalty: 2389.126465
	Iteration 14Q: 3 clusters Score -196660.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -196674.984375 Penalty: 2389.126465
	Iteration 15Q: 3 clusters Score -196675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -196691.484375 Penalty: 2389.126465
	Iteration 16Q: 3 clusters Score -196691.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196699.531250 Penalty: 2389.126465
	Iteration 17Q: 3 clusters Score -196699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196707.203125 Penalty: 2389.126465
	Iteration 18Q: 3 clusters Score -196707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -196717.890625 Penalty: 2389.126465
	Iteration 19Q: 3 clusters Score -196717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196727.687500 Penalty: 2389.126465
	Iteration 20F: 3 clusters Score -196727.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196740.828125 Penalty: 2389.126465
	Iteration 21Q: 3 clusters Score -196740.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196751.296875 Penalty: 2389.126465
	Iteration 22Q: 3 clusters Score -196751.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196761.265625 Penalty: 2389.126465
	Iteration 23Q: 3 clusters Score -196761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196773.296875 Penalty: 2389.126465
	Iteration 24Q: 3 clusters Score -196773.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196785.265625 Penalty: 2389.126465
	Iteration 25Q: 3 clusters Score -196785.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196797.203125 Penalty: 2389.126465
	Iteration 26Q: 3 clusters Score -196797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -196805.500000 Penalty: 2389.126465
	Iteration 27Q: 3 clusters Score -196805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -196809.531250 Penalty: 2389.126465
	Iteration 28Q: 3 clusters Score -196809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -196813.937500 Penalty: 2389.126465
	Iteration 29Q: 3 clusters Score -196813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196817.687500 Penalty: 2389.126465
	Iteration 30Q: 3 clusters Score -196817.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -196819.812500 Penalty: 2389.126465
	Iteration 31Q: 3 clusters Score -196819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -196820.906250 Penalty: 2389.126465
	Iteration 32Q: 3 clusters Score -196820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196821.000000 Penalty: 2389.126465
	Iteration 33Q: 3 clusters Score -196821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196821.000000 Penalty: 2389.126465
	Iteration 34F: 3 clusters Score -196821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (110513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110513 members 
Entering Unmasked Estep 
Score: -13980912.000000 Penalty: 1887.094360
	Iteration 0F: 2 clusters Score -1.398091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -13908604.000000 Penalty: 3774.188721
	Iteration 0F: 3 clusters Score -1.39086e+07 nChanged 52740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -13939501.000000 Penalty: 3774.188721
	Iteration 1F: 3 clusters Score -1.39395e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -13940708.000000 Penalty: 3774.188721
	Iteration 2Q: 3 clusters Score -1.394071e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -13942839.000000 Penalty: 3774.188721
	Iteration 3Q: 3 clusters Score -1.394284e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -13946469.000000 Penalty: 3774.188721
	Iteration 4F: 3 clusters Score -1.394647e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -13952222.000000 Penalty: 3774.188721
	Iteration 5F: 3 clusters Score -1.395222e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -13960650.000000 Penalty: 3774.188721
	Iteration 6F: 3 clusters Score -1.396065e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -13969128.000000 Penalty: 3774.188721
	Iteration 7F: 3 clusters Score -1.396913e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -13975011.000000 Penalty: 3774.188721
	Iteration 8F: 3 clusters Score -1.397501e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -13977806.000000 Penalty: 3774.188721
	Iteration 9Q: 3 clusters Score -1.397781e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -13978728.000000 Penalty: 3774.188721
	Iteration 10Q: 3 clusters Score -1.397873e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 110220 members 
Entering Unmasked Estep 
Score: -13979007.000000 Penalty: 3774.188721
	Iteration 11Q: 3 clusters Score -1.397901e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -13979100.000000 Penalty: 3774.188721
	Iteration 12Q: 3 clusters Score -1.39791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -13979153.000000 Penalty: 3774.188721
	Iteration 13Q: 3 clusters Score -1.397915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -13979199.000000 Penalty: 3774.188721
	Iteration 14Q: 3 clusters Score -1.39792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -13979211.000000 Penalty: 3774.188721
	Iteration 15Q: 3 clusters Score -1.397921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -13979218.000000 Penalty: 3774.188721
	Iteration 16Q: 3 clusters Score -1.397922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 110346 members 
Entering Unmasked Estep 
Score: -13979231.000000 Penalty: 3774.188721
	Iteration 17Q: 3 clusters Score -1.397923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -13979228.000000 Penalty: 3774.188721
	Iteration 18Q: 3 clusters Score -1.397923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -13979228.000000 Penalty: 3774.188721
	Iteration 19F: 3 clusters Score -1.397923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Entering Unmasked Estep 
Score: -968090.500000 Penalty: 1455.929932
	Iteration 0F: 2 clusters Score -968090.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -962288.875000 Penalty: 2911.859863
	Iteration 0F: 3 clusters Score -962288.9 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -964090.500000 Penalty: 2911.859863
	Iteration 1F: 3 clusters Score -964090.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -964330.500000 Penalty: 2911.859863
	Iteration 2F: 3 clusters Score -964330.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -964534.125000 Penalty: 2911.859863
	Iteration 3F: 3 clusters Score -964534.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -964705.750000 Penalty: 2911.859863
	Iteration 4Q: 3 clusters Score -964705.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -964910.250000 Penalty: 2911.859863
	Iteration 5Q: 3 clusters Score -964910.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -965125.687500 Penalty: 2911.859863
	Iteration 6Q: 3 clusters Score -965125.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -965380.000000 Penalty: 2911.859863
	Iteration 7Q: 3 clusters Score -965380 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -965653.250000 Penalty: 2911.859863
	Iteration 8Q: 3 clusters Score -965653.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -965946.000000 Penalty: 2911.859863
	Iteration 9Q: 3 clusters Score -965946 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -966221.437500 Penalty: 2911.859863
	Iteration 10Q: 3 clusters Score -966221.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -966440.312500 Penalty: 2911.859863
	Iteration 11Q: 3 clusters Score -966440.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -966591.687500 Penalty: 2911.859863
	Iteration 12Q: 3 clusters Score -966591.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -966708.812500 Penalty: 2911.859863
	Iteration 13Q: 3 clusters Score -966708.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -966779.125000 Penalty: 2911.859863
	Iteration 14Q: 3 clusters Score -966779.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -966820.562500 Penalty: 2911.859863
	Iteration 15Q: 3 clusters Score -966820.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -966847.000000 Penalty: 2911.859863
	Iteration 16Q: 3 clusters Score -966847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -966859.750000 Penalty: 2911.859863
	Iteration 17Q: 3 clusters Score -966859.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -966868.000000 Penalty: 2911.859863
	Iteration 18Q: 3 clusters Score -966868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -966873.937500 Penalty: 2911.859863
	Iteration 19Q: 3 clusters Score -966873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -966879.562500 Penalty: 2911.859863
	Iteration 20F: 3 clusters Score -966879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -966882.687500 Penalty: 2911.859863
	Iteration 21Q: 3 clusters Score -966882.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -966885.250000 Penalty: 2911.859863
	Iteration 22Q: 3 clusters Score -966885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -966888.187500 Penalty: 2911.859863
	Iteration 23Q: 3 clusters Score -966888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -966890.437500 Penalty: 2911.859863
	Iteration 24Q: 3 clusters Score -966890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -966890.937500 Penalty: 2911.859863
	Iteration 25Q: 3 clusters Score -966890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -966893.937500 Penalty: 2911.859863
	Iteration 26Q: 3 clusters Score -966893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -966894.500000 Penalty: 2911.859863
	Iteration 27Q: 3 clusters Score -966894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -966894.500000 Penalty: 2911.859863
	Iteration 28F: 3 clusters Score -966894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -801108.812500 Penalty: 1427.252075
	Iteration 0F: 2 clusters Score -801108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -796201.125000 Penalty: 2854.504150
	Iteration 0F: 3 clusters Score -796201.1 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -797679.812500 Penalty: 2854.504150
	Iteration 1F: 3 clusters Score -797679.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -797909.625000 Penalty: 2854.504150
	Iteration 2F: 3 clusters Score -797909.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -798118.187500 Penalty: 2854.504150
	Iteration 3F: 3 clusters Score -798118.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -798312.375000 Penalty: 2854.504150
	Iteration 4F: 3 clusters Score -798312.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -798505.250000 Penalty: 2854.504150
	Iteration 5Q: 3 clusters Score -798505.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -798705.187500 Penalty: 2854.504150
	Iteration 6Q: 3 clusters Score -798705.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -798917.187500 Penalty: 2854.504150
	Iteration 7Q: 3 clusters Score -798917.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -799129.500000 Penalty: 2854.504150
	Iteration 8Q: 3 clusters Score -799129.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -799360.000000 Penalty: 2854.504150
	Iteration 9Q: 3 clusters Score -799360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -799570.750000 Penalty: 2854.504150
	Iteration 10Q: 3 clusters Score -799570.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -799746.187500 Penalty: 2854.504150
	Iteration 11Q: 3 clusters Score -799746.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -799874.375000 Penalty: 2854.504150
	Iteration 12Q: 3 clusters Score -799874.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -799976.750000 Penalty: 2854.504150
	Iteration 13Q: 3 clusters Score -799976.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -800028.687500 Penalty: 2854.504150
	Iteration 14Q: 3 clusters Score -800028.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -800065.500000 Penalty: 2854.504150
	Iteration 15Q: 3 clusters Score -800065.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -800080.875000 Penalty: 2854.504150
	Iteration 16Q: 3 clusters Score -800080.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -800089.187500 Penalty: 2854.504150
	Iteration 17Q: 3 clusters Score -800089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -800096.750000 Penalty: 2854.504150
	Iteration 18Q: 3 clusters Score -800096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -800103.125000 Penalty: 2854.504150
	Iteration 19Q: 3 clusters Score -800103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -800105.062500 Penalty: 2854.504150
	Iteration 20F: 3 clusters Score -800105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -800107.562500 Penalty: 2854.504150
	Iteration 21Q: 3 clusters Score -800107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -800108.187500 Penalty: 2854.504150
	Iteration 22Q: 3 clusters Score -800108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -800110.187500 Penalty: 2854.504150
	Iteration 23Q: 3 clusters Score -800110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -800111.062500 Penalty: 2854.504150
	Iteration 24Q: 3 clusters Score -800111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -800110.500000 Penalty: 2854.504150
	Iteration 25Q: 3 clusters Score -800110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -800110.500000 Penalty: 2854.504150
	Iteration 26F: 3 clusters Score -800110.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -95684.851562 Penalty: 1100.439453
	Iteration 0F: 2 clusters Score -95684.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94353.437500 Penalty: 2200.878906
	Iteration 0F: 3 clusters Score -94353.44 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94666.351562 Penalty: 2200.878906
	Iteration 1F: 3 clusters Score -94666.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94826.328125 Penalty: 2200.878906
	Iteration 2F: 3 clusters Score -94826.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95055.945312 Penalty: 2200.878906
	Iteration 3F: 3 clusters Score -95055.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95273.890625 Penalty: 2200.878906
	Iteration 4F: 3 clusters Score -95273.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95416.976562 Penalty: 2200.878906
	Iteration 5F: 3 clusters Score -95416.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95546.671875 Penalty: 2200.878906
	Iteration 6Q: 3 clusters Score -95546.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95640.015625 Penalty: 2200.878906
	Iteration 7Q: 3 clusters Score -95640.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95659.906250 Penalty: 2200.878906
	Iteration 8Q: 3 clusters Score -95659.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95671.945312 Penalty: 2200.878906
	Iteration 9Q: 3 clusters Score -95671.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95678.656250 Penalty: 2200.878906
	Iteration 10Q: 3 clusters Score -95678.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95689.406250 Penalty: 2200.878906
	Iteration 11Q: 3 clusters Score -95689.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95694.617188 Penalty: 2200.878906
	Iteration 12Q: 3 clusters Score -95694.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95696.148438 Penalty: 2200.878906
	Iteration 13Q: 3 clusters Score -95696.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95697.640625 Penalty: 2200.878906
	Iteration 14Q: 3 clusters Score -95697.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95699.898438 Penalty: 2200.878906
	Iteration 15Q: 3 clusters Score -95699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95699.898438 Penalty: 2200.878906
	Iteration 16F: 3 clusters Score -95699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99887 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114229 members 
Mstep: Class 7 contains 106171 members 
Mstep: Class 8 contains 108274 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 92842 members 
Mstep: Class 18 contains 93791 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110935 members 
Mstep: Class 23 contains 106981 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50058 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110513 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 434 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4950 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7327 members 
Mstep: Class 42 contains 439 members 
Entering Unmasked Estep 
Score: -141745296.000000 Penalty: 95283.945312
Splitting cluster 34 changes total score from -141746672.000000 to -141745296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (15725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Entering Unmasked Estep 
Score: -1928723.250000 Penalty: 1570.238647
	Iteration 0F: 2 clusters Score -1928723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1917976.750000 Penalty: 3140.477295
	Iteration 0F: 3 clusters Score -1917977 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1921736.500000 Penalty: 3140.477295
	Iteration 1F: 3 clusters Score -1921736 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1922154.875000 Penalty: 3140.477295
	Iteration 2F: 3 clusters Score -1922155 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1922560.750000 Penalty: 3140.477295
	Iteration 3F: 3 clusters Score -1922561 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1923007.375000 Penalty: 3140.477295
	Iteration 4F: 3 clusters Score -1923007 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1923565.000000 Penalty: 3140.477295
	Iteration 5F: 3 clusters Score -1923565 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1924200.375000 Penalty: 3140.477295
	Iteration 6F: 3 clusters Score -1924200 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1924858.000000 Penalty: 3140.477295
	Iteration 7F: 3 clusters Score -1924858 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1925495.250000 Penalty: 3140.477295
	Iteration 8Q: 3 clusters Score -1925495 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1925973.875000 Penalty: 3140.477295
	Iteration 9Q: 3 clusters Score -1925974 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1926281.125000 Penalty: 3140.477295
	Iteration 10Q: 3 clusters Score -1926281 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1926483.875000 Penalty: 3140.477295
	Iteration 11Q: 3 clusters Score -1926484 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1926648.000000 Penalty: 3140.477295
	Iteration 12Q: 3 clusters Score -1926648 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1926807.750000 Penalty: 3140.477295
	Iteration 13Q: 3 clusters Score -1926808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1926954.000000 Penalty: 3140.477295
	Iteration 14Q: 3 clusters Score -1926954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1927084.500000 Penalty: 3140.477295
	Iteration 15Q: 3 clusters Score -1927084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1927194.875000 Penalty: 3140.477295
	Iteration 16Q: 3 clusters Score -1927195 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1927267.875000 Penalty: 3140.477295
	Iteration 17Q: 3 clusters Score -1927268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1927320.875000 Penalty: 3140.477295
	Iteration 18Q: 3 clusters Score -1927321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1927363.500000 Penalty: 3140.477295
	Iteration 19Q: 3 clusters Score -1927364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1927388.000000 Penalty: 3140.477295
	Iteration 20F: 3 clusters Score -1927388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1927411.625000 Penalty: 3140.477295
	Iteration 21Q: 3 clusters Score -1927412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1927437.125000 Penalty: 3140.477295
	Iteration 22Q: 3 clusters Score -1927437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1927468.375000 Penalty: 3140.477295
	Iteration 23Q: 3 clusters Score -1927468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1927484.125000 Penalty: 3140.477295
	Iteration 24Q: 3 clusters Score -1927484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1927499.375000 Penalty: 3140.477295
	Iteration 25Q: 3 clusters Score -1927499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1927513.250000 Penalty: 3140.477295
	Iteration 26Q: 3 clusters Score -1927513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1927532.125000 Penalty: 3140.477295
	Iteration 27Q: 3 clusters Score -1927532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1927549.875000 Penalty: 3140.477295
	Iteration 28Q: 3 clusters Score -1927550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1927563.250000 Penalty: 3140.477295
	Iteration 29Q: 3 clusters Score -1927563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1927572.750000 Penalty: 3140.477295
	Iteration 30Q: 3 clusters Score -1927573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1927581.000000 Penalty: 3140.477295
	Iteration 31Q: 3 clusters Score -1927581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1927597.125000 Penalty: 3140.477295
	Iteration 32Q: 3 clusters Score -1927597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1927606.125000 Penalty: 3140.477295
	Iteration 33Q: 3 clusters Score -1927606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1927628.125000 Penalty: 3140.477295
	Iteration 34Q: 3 clusters Score -1927628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1927639.375000 Penalty: 3140.477295
	Iteration 35Q: 3 clusters Score -1927639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1927645.875000 Penalty: 3140.477295
	Iteration 36Q: 3 clusters Score -1927646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1927650.875000 Penalty: 3140.477295
	Iteration 37Q: 3 clusters Score -1927651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1927652.125000 Penalty: 3140.477295
	Iteration 38Q: 3 clusters Score -1927652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1927656.750000 Penalty: 3140.477295
	Iteration 39Q: 3 clusters Score -1927657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1927662.375000 Penalty: 3140.477295
	Iteration 40F: 3 clusters Score -1927662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1927665.875000 Penalty: 3140.477295
	Iteration 41Q: 3 clusters Score -1927666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1927666.125000 Penalty: 3140.477295
	Iteration 42Q: 3 clusters Score -1927666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1927666.125000 Penalty: 3140.477295
	Iteration 43F: 3 clusters Score -1927666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26910.474609 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -26910.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26135.166016 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -26135.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26302.742188 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -26302.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26391.486328 Penalty: 1789.232788
	Iteration 2F: 3 clusters Score -26391.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26439.626953 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -26439.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26479.394531 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -26479.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26484.574219 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -26484.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26491.005859 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -26491.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26491.005859 Penalty: 1789.232788
	Iteration 7F: 3 clusters Score -26491.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -18553.310547 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -18553.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17812.849609 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -17812.85 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18384.482422 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -18384.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18572.941406 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -18572.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18734.978516 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -18734.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18882.177734 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -18882.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19032.396484 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -19032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19136.488281 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -19136.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19145.359375 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -19145.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19152.533203 Penalty: 1917.466675
	Iteration 8Q: 3 clusters Score -19152.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19159.460938 Penalty: 1917.466675
	Iteration 9Q: 3 clusters Score -19159.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19163.142578 Penalty: 1917.466675
	Iteration 10F: 3 clusters Score -19163.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19199.658203 Penalty: 1917.466675
	Iteration 11Q: 3 clusters Score -19199.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19202.156250 Penalty: 1917.466675
	Iteration 12Q: 3 clusters Score -19202.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19204.914062 Penalty: 1917.466675
	Iteration 13Q: 3 clusters Score -19204.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19207.560547 Penalty: 1917.466675
	Iteration 14Q: 3 clusters Score -19207.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19207.560547 Penalty: 1917.466675
	Iteration 15F: 3 clusters Score -19207.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99887 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114229 members 
Mstep: Class 7 contains 106171 members 
Mstep: Class 8 contains 108274 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 92842 members 
Mstep: Class 18 contains 93791 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110935 members 
Mstep: Class 23 contains 106981 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50058 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110513 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 212 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4950 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7327 members 
Mstep: Class 42 contains 153 members 
Entering Unmasked Estep 
Score: -141745792.000000 Penalty: 95283.945312
Splitting cluster 37 changes total score from -141746672.000000 to -141745792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -19064.007812 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -19064.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18345.701172 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -18345.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18489.757812 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18489.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18632.775391 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18632.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18728.732422 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -18728.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18794.781250 Penalty: 1827.805786
	Iteration 4F: 3 clusters Score -18794.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18888.960938 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18888.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18903.466797 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18903.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18907.541016 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18907.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18907.541016 Penalty: 1827.805786
	Iteration 8F: 3 clusters Score -18907.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -571722.312500 Penalty: 1382.410767
	Iteration 0F: 2 clusters Score -571722.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -567765.625000 Penalty: 2764.821533
	Iteration 0F: 3 clusters Score -567765.6 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -569053.500000 Penalty: 2764.821533
	Iteration 1F: 3 clusters Score -569053.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -569315.062500 Penalty: 2764.821533
	Iteration 2F: 3 clusters Score -569315.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -569502.500000 Penalty: 2764.821533
	Iteration 3F: 3 clusters Score -569502.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -569679.500000 Penalty: 2764.821533
	Iteration 4Q: 3 clusters Score -569679.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -569843.375000 Penalty: 2764.821533
	Iteration 5Q: 3 clusters Score -569843.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -569979.562500 Penalty: 2764.821533
	Iteration 6Q: 3 clusters Score -569979.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -570129.187500 Penalty: 2764.821533
	Iteration 7Q: 3 clusters Score -570129.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -570281.125000 Penalty: 2764.821533
	Iteration 8Q: 3 clusters Score -570281.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -570400.875000 Penalty: 2764.821533
	Iteration 9Q: 3 clusters Score -570400.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -570519.500000 Penalty: 2764.821533
	Iteration 10Q: 3 clusters Score -570519.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -570617.437500 Penalty: 2764.821533
	Iteration 11Q: 3 clusters Score -570617.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -570697.562500 Penalty: 2764.821533
	Iteration 12Q: 3 clusters Score -570697.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -570759.375000 Penalty: 2764.821533
	Iteration 13Q: 3 clusters Score -570759.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -570811.250000 Penalty: 2764.821533
	Iteration 14Q: 3 clusters Score -570811.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -570850.812500 Penalty: 2764.821533
	Iteration 15Q: 3 clusters Score -570850.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -570870.125000 Penalty: 2764.821533
	Iteration 16Q: 3 clusters Score -570870.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -570881.812500 Penalty: 2764.821533
	Iteration 17Q: 3 clusters Score -570881.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -570893.187500 Penalty: 2764.821533
	Iteration 18Q: 3 clusters Score -570893.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -570898.500000 Penalty: 2764.821533
	Iteration 19Q: 3 clusters Score -570898.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -570912.937500 Penalty: 2764.821533
	Iteration 20F: 3 clusters Score -570912.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -570916.750000 Penalty: 2764.821533
	Iteration 21Q: 3 clusters Score -570916.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -570921.562500 Penalty: 2764.821533
	Iteration 22Q: 3 clusters Score -570921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -570922.500000 Penalty: 2764.821533
	Iteration 23Q: 3 clusters Score -570922.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -570925.875000 Penalty: 2764.821533
	Iteration 24Q: 3 clusters Score -570925.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -570931.687500 Penalty: 2764.821533
	Iteration 25Q: 3 clusters Score -570931.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -570932.500000 Penalty: 2764.821533
	Iteration 26Q: 3 clusters Score -570932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -570934.375000 Penalty: 2764.821533
	Iteration 27Q: 3 clusters Score -570934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -570935.375000 Penalty: 2764.821533
	Iteration 28Q: 3 clusters Score -570935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -570935.062500 Penalty: 2764.821533
	Iteration 29Q: 3 clusters Score -570935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -570936.125000 Penalty: 2764.821533
	Iteration 30Q: 3 clusters Score -570936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -570935.812500 Penalty: 2764.821533
	Iteration 31Q: 3 clusters Score -570935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -570936.000000 Penalty: 2764.821533
	Iteration 32Q: 3 clusters Score -570936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -570936.000000 Penalty: 2764.821533
	Iteration 33F: 3 clusters Score -570936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -20669.025391 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -20669.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19953.292969 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -19953.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20021.177734 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -20021.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20039.843750 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -20039.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20056.035156 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -20056.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20059.154297 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -20059.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20062.984375 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -20062.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20062.984375 Penalty: 1721.953125
	Iteration 6F: 3 clusters Score -20062.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -895806.812500 Penalty: 1446.139771
	Iteration 0F: 2 clusters Score -895806.8 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 3681 members 
Entering Unmasked Estep 
Score: -890319.375000 Penalty: 2892.279541
	Iteration 0F: 3 clusters Score -890319.4 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -892040.437500 Penalty: 2892.279541
	Iteration 1F: 3 clusters Score -892040.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -892345.750000 Penalty: 2892.279541
	Iteration 2F: 3 clusters Score -892345.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -892588.250000 Penalty: 2892.279541
	Iteration 3F: 3 clusters Score -892588.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -892780.500000 Penalty: 2892.279541
	Iteration 4F: 3 clusters Score -892780.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -892970.875000 Penalty: 2892.279541
	Iteration 5Q: 3 clusters Score -892970.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -893159.187500 Penalty: 2892.279541
	Iteration 6Q: 3 clusters Score -893159.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -893356.875000 Penalty: 2892.279541
	Iteration 7Q: 3 clusters Score -893356.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -893522.000000 Penalty: 2892.279541
	Iteration 8Q: 3 clusters Score -893522 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -893666.750000 Penalty: 2892.279541
	Iteration 9Q: 3 clusters Score -893666.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -893803.750000 Penalty: 2892.279541
	Iteration 10Q: 3 clusters Score -893803.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -893944.375000 Penalty: 2892.279541
	Iteration 11Q: 3 clusters Score -893944.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -894063.500000 Penalty: 2892.279541
	Iteration 12Q: 3 clusters Score -894063.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -894156.937500 Penalty: 2892.279541
	Iteration 13Q: 3 clusters Score -894156.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -894219.500000 Penalty: 2892.279541
	Iteration 14Q: 3 clusters Score -894219.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -894274.812500 Penalty: 2892.279541
	Iteration 15Q: 3 clusters Score -894274.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -894316.250000 Penalty: 2892.279541
	Iteration 16Q: 3 clusters Score -894316.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -894350.500000 Penalty: 2892.279541
	Iteration 17Q: 3 clusters Score -894350.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -894386.812500 Penalty: 2892.279541
	Iteration 18Q: 3 clusters Score -894386.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -894432.437500 Penalty: 2892.279541
	Iteration 19Q: 3 clusters Score -894432.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -894480.000000 Penalty: 2892.279541
	Iteration 20F: 3 clusters Score -894480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -894536.750000 Penalty: 2892.279541
	Iteration 21Q: 3 clusters Score -894536.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -894570.562500 Penalty: 2892.279541
	Iteration 22Q: 3 clusters Score -894570.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -894594.875000 Penalty: 2892.279541
	Iteration 23Q: 3 clusters Score -894594.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -894624.937500 Penalty: 2892.279541
	Iteration 24Q: 3 clusters Score -894624.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -894641.625000 Penalty: 2892.279541
	Iteration 25Q: 3 clusters Score -894641.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -894660.937500 Penalty: 2892.279541
	Iteration 26Q: 3 clusters Score -894660.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -894682.125000 Penalty: 2892.279541
	Iteration 27Q: 3 clusters Score -894682.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -894702.687500 Penalty: 2892.279541
	Iteration 28Q: 3 clusters Score -894702.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -894721.125000 Penalty: 2892.279541
	Iteration 29Q: 3 clusters Score -894721.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -894735.500000 Penalty: 2892.279541
	Iteration 30Q: 3 clusters Score -894735.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -894750.250000 Penalty: 2892.279541
	Iteration 31Q: 3 clusters Score -894750.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -894763.500000 Penalty: 2892.279541
	Iteration 32Q: 3 clusters Score -894763.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -894771.187500 Penalty: 2892.279541
	Iteration 33Q: 3 clusters Score -894771.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -894776.937500 Penalty: 2892.279541
	Iteration 34Q: 3 clusters Score -894776.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -894781.750000 Penalty: 2892.279541
	Iteration 35Q: 3 clusters Score -894781.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -894786.125000 Penalty: 2892.279541
	Iteration 36Q: 3 clusters Score -894786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -894794.312500 Penalty: 2892.279541
	Iteration 37Q: 3 clusters Score -894794.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -894804.562500 Penalty: 2892.279541
	Iteration 38Q: 3 clusters Score -894804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -894805.687500 Penalty: 2892.279541
	Iteration 39Q: 3 clusters Score -894805.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -894809.437500 Penalty: 2892.279541
	Iteration 40F: 3 clusters Score -894809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -894813.500000 Penalty: 2892.279541
	Iteration 41Q: 3 clusters Score -894813.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -894815.875000 Penalty: 2892.279541
	Iteration 42Q: 3 clusters Score -894815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -894816.000000 Penalty: 2892.279541
	Iteration 43Q: 3 clusters Score -894816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -894818.187500 Penalty: 2892.279541
	Iteration 44Q: 3 clusters Score -894818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -894819.437500 Penalty: 2892.279541
	Iteration 45Q: 3 clusters Score -894819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -894820.750000 Penalty: 2892.279541
	Iteration 46Q: 3 clusters Score -894820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -894824.187500 Penalty: 2892.279541
	Iteration 47Q: 3 clusters Score -894824.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -894827.250000 Penalty: 2892.279541
	Iteration 48Q: 3 clusters Score -894827.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -894832.750000 Penalty: 2892.279541
	Iteration 49Q: 3 clusters Score -894832.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -894834.562500 Penalty: 2892.279541
	Iteration 50Q: 3 clusters Score -894834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -894839.000000 Penalty: 2892.279541
	Iteration 51Q: 3 clusters Score -894839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -894840.750000 Penalty: 2892.279541
	Iteration 52Q: 3 clusters Score -894840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -894841.500000 Penalty: 2892.279541
	Iteration 53Q: 3 clusters Score -894841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -894843.937500 Penalty: 2892.279541
	Iteration 54Q: 3 clusters Score -894843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -894845.437500 Penalty: 2892.279541
	Iteration 55Q: 3 clusters Score -894845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -894844.750000 Penalty: 2892.279541
	Iteration 56Q: 3 clusters Score -894844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -894844.875000 Penalty: 2892.279541
	Iteration 57Q: 3 clusters Score -894844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -894847.250000 Penalty: 2892.279541
	Iteration 58Q: 3 clusters Score -894847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -894847.125000 Penalty: 2892.279541
	Iteration 59Q: 3 clusters Score -894847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -894847.125000 Penalty: 2892.279541
	Iteration 60F: 3 clusters Score -894847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99887 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114229 members 
Mstep: Class 7 contains 106171 members 
Mstep: Class 8 contains 108274 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 92842 members 
Mstep: Class 18 contains 93791 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110935 members 
Mstep: Class 23 contains 106981 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50058 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110513 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4950 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746464.000000 Penalty: 93015.281250
Iteration 439Q: 42 clusters Score -1.417465e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99835 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114241 members 
Mstep: Class 7 contains 106179 members 
Mstep: Class 8 contains 108281 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5273 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 14213 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42867 members 
Mstep: Class 17 contains 92888 members 
Mstep: Class 18 contains 93792 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110912 members 
Mstep: Class 23 contains 106988 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 50023 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14142 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110535 members 
Mstep: Class 32 contains 7780 members 
Mstep: Class 33 contains 6522 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15719 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4952 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746416.000000 Penalty: 93015.281250
Iteration 440F: 42 clusters Score -1.417464e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99781 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114250 members 
Mstep: Class 7 contains 106181 members 
Mstep: Class 8 contains 108239 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 14213 members 
Mstep: Class 14 contains 7255 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42877 members 
Mstep: Class 17 contains 92957 members 
Mstep: Class 18 contains 93796 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110902 members 
Mstep: Class 23 contains 107014 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49973 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 10470 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110564 members 
Mstep: Class 32 contains 7779 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15716 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746544.000000 Penalty: 93015.281250
Iteration 441Q: 42 clusters Score -1.417465e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99753 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114224 members 
Mstep: Class 7 contains 106181 members 
Mstep: Class 8 contains 108210 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5264 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 42888 members 
Mstep: Class 17 contains 93024 members 
Mstep: Class 18 contains 93790 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110904 members 
Mstep: Class 23 contains 107029 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49948 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 10474 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 110582 members 
Mstep: Class 32 contains 7779 members 
Mstep: Class 33 contains 6524 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746784.000000 Penalty: 93015.281250
Iteration 442Q: 42 clusters Score -1.417468e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99732 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114208 members 
Mstep: Class 7 contains 106167 members 
Mstep: Class 8 contains 108211 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 14222 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 42896 members 
Mstep: Class 17 contains 93072 members 
Mstep: Class 18 contains 93788 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110892 members 
Mstep: Class 23 contains 107051 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49918 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 10474 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 110600 members 
Mstep: Class 32 contains 7779 members 
Mstep: Class 33 contains 6522 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746608.000000 Penalty: 93015.281250
Iteration 443Q: 42 clusters Score -1.417466e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99700 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114211 members 
Mstep: Class 7 contains 106162 members 
Mstep: Class 8 contains 108202 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9482 members 
Mstep: Class 13 contains 14225 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42910 members 
Mstep: Class 17 contains 93140 members 
Mstep: Class 18 contains 93785 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110879 members 
Mstep: Class 23 contains 107054 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49883 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 10472 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 110610 members 
Mstep: Class 32 contains 7779 members 
Mstep: Class 33 contains 6522 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746736.000000 Penalty: 93015.281250
Iteration 444Q: 42 clusters Score -1.417467e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99692 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114197 members 
Mstep: Class 7 contains 106167 members 
Mstep: Class 8 contains 108182 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5249 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 14225 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42930 members 
Mstep: Class 17 contains 93217 members 
Mstep: Class 18 contains 93784 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110873 members 
Mstep: Class 23 contains 107032 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49859 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 10467 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1553 members 
Mstep: Class 31 contains 110619 members 
Mstep: Class 32 contains 7781 members 
Mstep: Class 33 contains 6525 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746752.000000 Penalty: 93015.281250
Iteration 445Q: 42 clusters Score -1.417468e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99686 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114178 members 
Mstep: Class 7 contains 106160 members 
Mstep: Class 8 contains 108179 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 13 contains 14231 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42950 members 
Mstep: Class 17 contains 93300 members 
Mstep: Class 18 contains 93786 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110850 members 
Mstep: Class 23 contains 107008 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49842 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1551 members 
Mstep: Class 31 contains 110618 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6524 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746800.000000 Penalty: 93015.281250
Iteration 446Q: 42 clusters Score -1.417468e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99660 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114170 members 
Mstep: Class 7 contains 106147 members 
Mstep: Class 8 contains 108174 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 14240 members 
Mstep: Class 14 contains 7255 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42966 members 
Mstep: Class 17 contains 93377 members 
Mstep: Class 18 contains 93795 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110830 members 
Mstep: Class 23 contains 106988 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49833 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1549 members 
Mstep: Class 31 contains 110610 members 
Mstep: Class 32 contains 7788 members 
Mstep: Class 33 contains 6524 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746880.000000 Penalty: 93015.281250
Iteration 447Q: 42 clusters Score -1.417469e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99637 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114149 members 
Mstep: Class 7 contains 106137 members 
Mstep: Class 8 contains 108171 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5222 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 14250 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42977 members 
Mstep: Class 17 contains 93460 members 
Mstep: Class 18 contains 93799 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110803 members 
Mstep: Class 23 contains 106993 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49821 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14137 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1546 members 
Mstep: Class 31 contains 110599 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6527 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15710 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746944.000000 Penalty: 93015.281250
Iteration 448Q: 42 clusters Score -1.417469e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99619 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114121 members 
Mstep: Class 7 contains 106134 members 
Mstep: Class 8 contains 108176 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5210 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 14257 members 
Mstep: Class 14 contains 7255 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 42990 members 
Mstep: Class 17 contains 93548 members 
Mstep: Class 18 contains 93798 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110768 members 
Mstep: Class 23 contains 106989 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49821 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14137 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 110594 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6529 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15703 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 93015.281250
Iteration 449Q: 42 clusters Score -1.417471e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99584 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114089 members 
Mstep: Class 7 contains 106113 members 
Mstep: Class 8 contains 108194 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5198 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43015 members 
Mstep: Class 17 contains 93643 members 
Mstep: Class 18 contains 93802 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110738 members 
Mstep: Class 23 contains 107005 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49818 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14129 members 
Mstep: Class 28 contains 10459 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 110581 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6531 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15699 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746992.000000 Penalty: 93015.281250
Iteration 450Q: 42 clusters Score -1.41747e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99558 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 114048 members 
Mstep: Class 7 contains 106104 members 
Mstep: Class 8 contains 108190 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 14262 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43034 members 
Mstep: Class 17 contains 93722 members 
Mstep: Class 18 contains 93810 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110707 members 
Mstep: Class 23 contains 107029 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49812 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14128 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 110578 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6534 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15700 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747024.000000 Penalty: 93015.281250
Iteration 451Q: 42 clusters Score -1.41747e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99539 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113996 members 
Mstep: Class 7 contains 106101 members 
Mstep: Class 8 contains 108180 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43051 members 
Mstep: Class 17 contains 93822 members 
Mstep: Class 18 contains 93808 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110696 members 
Mstep: Class 23 contains 107032 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49801 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14129 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 110566 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6533 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15700 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 93015.281250
Iteration 452Q: 42 clusters Score -1.417472e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99489 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113956 members 
Mstep: Class 7 contains 106092 members 
Mstep: Class 8 contains 108182 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43074 members 
Mstep: Class 17 contains 93922 members 
Mstep: Class 18 contains 93804 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110671 members 
Mstep: Class 23 contains 107037 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49790 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14122 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 110571 members 
Mstep: Class 32 contains 7792 members 
Mstep: Class 33 contains 6536 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15703 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 93015.281250
Iteration 453Q: 42 clusters Score -1.417472e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99453 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113933 members 
Mstep: Class 7 contains 106086 members 
Mstep: Class 8 contains 108185 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5163 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43091 members 
Mstep: Class 17 contains 93984 members 
Mstep: Class 18 contains 93805 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110645 members 
Mstep: Class 23 contains 107052 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49781 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14117 members 
Mstep: Class 28 contains 10459 members 
Mstep: Class 29 contains 2232 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 110580 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6536 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15700 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747136.000000 Penalty: 93015.281250
Iteration 454Q: 42 clusters Score -1.417471e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99437 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113905 members 
Mstep: Class 7 contains 106072 members 
Mstep: Class 8 contains 108181 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9510 members 
Mstep: Class 13 contains 14280 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43106 members 
Mstep: Class 17 contains 94046 members 
Mstep: Class 18 contains 93807 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110627 members 
Mstep: Class 23 contains 107058 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49769 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14117 members 
Mstep: Class 28 contains 10459 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 110601 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6537 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15697 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4956 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 93015.281250
Iteration 455Q: 42 clusters Score -1.417472e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99389 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113869 members 
Mstep: Class 7 contains 106071 members 
Mstep: Class 8 contains 108157 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 14280 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43133 members 
Mstep: Class 17 contains 94128 members 
Mstep: Class 18 contains 93805 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110624 members 
Mstep: Class 23 contains 107077 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49763 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14113 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1526 members 
Mstep: Class 31 contains 110612 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6537 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15691 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 93015.281250
Iteration 456Q: 42 clusters Score -1.417472e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99330 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113835 members 
Mstep: Class 7 contains 106065 members 
Mstep: Class 8 contains 108148 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5127 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43154 members 
Mstep: Class 17 contains 94230 members 
Mstep: Class 18 contains 93803 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110635 members 
Mstep: Class 23 contains 107082 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49750 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14110 members 
Mstep: Class 28 contains 10455 members 
Mstep: Class 29 contains 2232 members 
Mstep: Class 30 contains 1521 members 
Mstep: Class 31 contains 110620 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6537 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15691 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747248.000000 Penalty: 93015.281250
Iteration 457Q: 42 clusters Score -1.417472e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99282 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113794 members 
Mstep: Class 7 contains 106057 members 
Mstep: Class 8 contains 108146 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 43160 members 
Mstep: Class 17 contains 94336 members 
Mstep: Class 18 contains 93797 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110639 members 
Mstep: Class 23 contains 107105 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49729 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14107 members 
Mstep: Class 28 contains 10453 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1517 members 
Mstep: Class 31 contains 110627 members 
Mstep: Class 32 contains 7789 members 
Mstep: Class 33 contains 6538 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15691 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 93015.281250
Iteration 458Q: 42 clusters Score -1.417472e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99238 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113743 members 
Mstep: Class 7 contains 106060 members 
Mstep: Class 8 contains 108146 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 43173 members 
Mstep: Class 17 contains 94445 members 
Mstep: Class 18 contains 93799 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110637 members 
Mstep: Class 23 contains 107109 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49717 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14105 members 
Mstep: Class 28 contains 10455 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 110617 members 
Mstep: Class 32 contains 7788 members 
Mstep: Class 33 contains 6537 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15692 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 93015.281250
Iteration 459Q: 42 clusters Score -1.417472e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99187 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113698 members 
Mstep: Class 7 contains 106055 members 
Mstep: Class 8 contains 108133 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9516 members 
Mstep: Class 13 contains 14279 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 43200 members 
Mstep: Class 17 contains 94587 members 
Mstep: Class 18 contains 93798 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110623 members 
Mstep: Class 23 contains 107127 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49703 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14101 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1509 members 
Mstep: Class 31 contains 110588 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6536 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15692 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747520.000000 Penalty: 93015.281250
Iteration 460F: 42 clusters Score -1.417475e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99122 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113663 members 
Mstep: Class 7 contains 106043 members 
Mstep: Class 8 contains 108135 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 43221 members 
Mstep: Class 17 contains 94725 members 
Mstep: Class 18 contains 93795 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110600 members 
Mstep: Class 23 contains 107149 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49691 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14093 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1501 members 
Mstep: Class 31 contains 110574 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6538 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15690 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747712.000000 Penalty: 93015.281250
Iteration 461Q: 42 clusters Score -1.417477e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99034 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113641 members 
Mstep: Class 7 contains 106031 members 
Mstep: Class 8 contains 108128 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 43233 members 
Mstep: Class 17 contains 94864 members 
Mstep: Class 18 contains 93785 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110591 members 
Mstep: Class 23 contains 107174 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49680 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14084 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 2235 members 
Mstep: Class 30 contains 1499 members 
Mstep: Class 31 contains 110567 members 
Mstep: Class 32 contains 7792 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15687 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747792.000000 Penalty: 93015.281250
Iteration 462Q: 42 clusters Score -1.417478e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98950 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113596 members 
Mstep: Class 7 contains 106013 members 
Mstep: Class 8 contains 108134 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 14280 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 43250 members 
Mstep: Class 17 contains 95028 members 
Mstep: Class 18 contains 93791 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110590 members 
Mstep: Class 23 contains 107175 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14083 members 
Mstep: Class 28 contains 10455 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 1498 members 
Mstep: Class 31 contains 110549 members 
Mstep: Class 32 contains 7792 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15685 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4960 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748048.000000 Penalty: 93015.281250
Iteration 463Q: 42 clusters Score -1.41748e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98919 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113556 members 
Mstep: Class 7 contains 105991 members 
Mstep: Class 8 contains 108101 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 14281 members 
Mstep: Class 14 contains 7255 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 43275 members 
Mstep: Class 17 contains 95168 members 
Mstep: Class 18 contains 93803 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110555 members 
Mstep: Class 23 contains 107194 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49656 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14085 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1496 members 
Mstep: Class 31 contains 110534 members 
Mstep: Class 32 contains 7794 members 
Mstep: Class 33 contains 6544 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15680 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4960 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748112.000000 Penalty: 93015.281250
Iteration 464Q: 42 clusters Score -1.417481e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98871 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113521 members 
Mstep: Class 7 contains 105981 members 
Mstep: Class 8 contains 108075 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9528 members 
Mstep: Class 13 contains 14284 members 
Mstep: Class 14 contains 7255 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 43303 members 
Mstep: Class 17 contains 95306 members 
Mstep: Class 18 contains 93799 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110536 members 
Mstep: Class 23 contains 107205 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49642 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14082 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1492 members 
Mstep: Class 31 contains 110521 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 6547 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15682 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4962 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748096.000000 Penalty: 93015.281250
Iteration 465Q: 42 clusters Score -1.417481e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98816 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113488 members 
Mstep: Class 7 contains 105965 members 
Mstep: Class 8 contains 108037 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9532 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43349 members 
Mstep: Class 17 contains 95423 members 
Mstep: Class 18 contains 93800 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110525 members 
Mstep: Class 23 contains 107196 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49631 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 14083 members 
Mstep: Class 28 contains 10445 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1491 members 
Mstep: Class 31 contains 110531 members 
Mstep: Class 32 contains 7788 members 
Mstep: Class 33 contains 6548 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15683 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4961 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748016.000000 Penalty: 93015.281250
Iteration 466Q: 42 clusters Score -1.41748e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98738 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113444 members 
Mstep: Class 7 contains 105938 members 
Mstep: Class 8 contains 108005 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9541 members 
Mstep: Class 13 contains 14292 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43387 members 
Mstep: Class 17 contains 95565 members 
Mstep: Class 18 contains 93809 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110503 members 
Mstep: Class 23 contains 107217 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49617 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14081 members 
Mstep: Class 28 contains 10445 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1488 members 
Mstep: Class 31 contains 110542 members 
Mstep: Class 32 contains 7787 members 
Mstep: Class 33 contains 6547 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15683 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4960 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748032.000000 Penalty: 93015.281250
Iteration 467Q: 42 clusters Score -1.41748e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98678 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113386 members 
Mstep: Class 7 contains 105913 members 
Mstep: Class 8 contains 107983 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9543 members 
Mstep: Class 13 contains 14293 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 43420 members 
Mstep: Class 17 contains 95708 members 
Mstep: Class 18 contains 93820 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110485 members 
Mstep: Class 23 contains 107210 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49612 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14081 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1486 members 
Mstep: Class 31 contains 110549 members 
Mstep: Class 32 contains 7788 members 
Mstep: Class 33 contains 6547 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15688 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4960 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748000.000000 Penalty: 93015.281250
Iteration 468Q: 42 clusters Score -1.41748e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98603 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113346 members 
Mstep: Class 7 contains 105889 members 
Mstep: Class 8 contains 107964 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9549 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 43464 members 
Mstep: Class 17 contains 95848 members 
Mstep: Class 18 contains 93821 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110458 members 
Mstep: Class 23 contains 107225 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49603 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14079 members 
Mstep: Class 28 contains 10449 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1486 members 
Mstep: Class 31 contains 110549 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6549 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15688 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4958 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747904.000000 Penalty: 93015.281250
Iteration 469Q: 42 clusters Score -1.417479e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98539 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113316 members 
Mstep: Class 7 contains 105863 members 
Mstep: Class 8 contains 107937 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9549 members 
Mstep: Class 13 contains 14299 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 43503 members 
Mstep: Class 17 contains 95971 members 
Mstep: Class 18 contains 93811 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110443 members 
Mstep: Class 23 contains 107238 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49589 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14077 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1485 members 
Mstep: Class 31 contains 110568 members 
Mstep: Class 32 contains 7792 members 
Mstep: Class 33 contains 6550 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15689 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747840.000000 Penalty: 93015.281250
Iteration 470Q: 42 clusters Score -1.417478e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98464 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113319 members 
Mstep: Class 7 contains 105841 members 
Mstep: Class 8 contains 107904 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9548 members 
Mstep: Class 13 contains 14305 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 43547 members 
Mstep: Class 17 contains 96121 members 
Mstep: Class 18 contains 93810 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110432 members 
Mstep: Class 23 contains 107208 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49567 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14077 members 
Mstep: Class 28 contains 10452 members 
Mstep: Class 29 contains 2242 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 110570 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 6551 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15687 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747920.000000 Penalty: 93015.281250
Iteration 471Q: 42 clusters Score -1.417479e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113318 members 
Mstep: Class 7 contains 105820 members 
Mstep: Class 8 contains 107862 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9550 members 
Mstep: Class 13 contains 14308 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43584 members 
Mstep: Class 17 contains 96263 members 
Mstep: Class 18 contains 93806 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110418 members 
Mstep: Class 23 contains 107192 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49539 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14078 members 
Mstep: Class 28 contains 10452 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 110565 members 
Mstep: Class 32 contains 7788 members 
Mstep: Class 33 contains 6551 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15685 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747904.000000 Penalty: 93015.281250
Iteration 472Q: 42 clusters Score -1.417479e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98359 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113335 members 
Mstep: Class 7 contains 105800 members 
Mstep: Class 8 contains 107825 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9551 members 
Mstep: Class 13 contains 14308 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43609 members 
Mstep: Class 17 contains 96418 members 
Mstep: Class 18 contains 93790 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110414 members 
Mstep: Class 23 contains 107183 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49514 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14079 members 
Mstep: Class 28 contains 10447 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1480 members 
Mstep: Class 31 contains 110561 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 6552 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15685 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4956 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747824.000000 Penalty: 93015.281250
Iteration 473Q: 42 clusters Score -1.417478e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98274 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113326 members 
Mstep: Class 7 contains 105784 members 
Mstep: Class 8 contains 107794 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9553 members 
Mstep: Class 13 contains 14315 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 43630 members 
Mstep: Class 17 contains 96578 members 
Mstep: Class 18 contains 93775 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110433 members 
Mstep: Class 23 contains 107185 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49485 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14077 members 
Mstep: Class 28 contains 10446 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1480 members 
Mstep: Class 31 contains 110553 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6551 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15681 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4956 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747808.000000 Penalty: 93015.281250
Iteration 474Q: 42 clusters Score -1.417478e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98173 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113319 members 
Mstep: Class 7 contains 105760 members 
Mstep: Class 8 contains 107753 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9553 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 43666 members 
Mstep: Class 17 contains 96751 members 
Mstep: Class 18 contains 93772 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110426 members 
Mstep: Class 23 contains 107210 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49455 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14077 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 110537 members 
Mstep: Class 32 contains 7781 members 
Mstep: Class 33 contains 6552 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15677 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747808.000000 Penalty: 93015.281250
Iteration 475Q: 42 clusters Score -1.417478e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98068 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113310 members 
Mstep: Class 7 contains 105740 members 
Mstep: Class 8 contains 107723 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9553 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 43707 members 
Mstep: Class 17 contains 96923 members 
Mstep: Class 18 contains 93770 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110414 members 
Mstep: Class 23 contains 107227 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49441 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14076 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 110515 members 
Mstep: Class 32 contains 7780 members 
Mstep: Class 33 contains 6556 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15678 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4955 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747792.000000 Penalty: 93015.281250
Iteration 476Q: 42 clusters Score -1.417478e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 98001 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113283 members 
Mstep: Class 7 contains 105720 members 
Mstep: Class 8 contains 107679 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9555 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 7251 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43732 members 
Mstep: Class 17 contains 97093 members 
Mstep: Class 18 contains 93768 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110414 members 
Mstep: Class 23 contains 107235 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49420 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14074 members 
Mstep: Class 28 contains 10450 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 110513 members 
Mstep: Class 32 contains 7781 members 
Mstep: Class 33 contains 6558 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15676 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747680.000000 Penalty: 93015.281250
Iteration 477Q: 42 clusters Score -1.417477e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97921 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113262 members 
Mstep: Class 7 contains 105695 members 
Mstep: Class 8 contains 107654 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9558 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 7248 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43763 members 
Mstep: Class 17 contains 97229 members 
Mstep: Class 18 contains 93767 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110401 members 
Mstep: Class 23 contains 107261 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49400 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14074 members 
Mstep: Class 28 contains 10449 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 110519 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 6559 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15675 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747728.000000 Penalty: 93015.281250
Iteration 478Q: 42 clusters Score -1.417477e+08 nChanged 892
Entering ConstructFrom: 
Score: -141747728.000000 Penalty: 93015.281250
Entering ConstructFrom: 
Trying to split cluster 1 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -46933.656250 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -46933.66 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 226 members 
Entering Unmasked Estep 
Score: -45947.718750 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -45947.72 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46139.238281 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -46139.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46259.300781 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -46259.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46351.714844 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -46351.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46430.335938 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -46430.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46512.804688 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -46512.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46586.000000 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -46586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46631.132812 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -46631.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46654.105469 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -46654.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46706.675781 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -46706.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46722.187500 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -46722.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46728.738281 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -46728.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46731.710938 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -46731.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46731.710938 Penalty: 1999.638184
	Iteration 13F: 3 clusters Score -46731.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -50089.121094 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -50089.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49070.132812 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -49070.13 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49353.820312 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -49353.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49462.390625 Penalty: 2036.840210
	Iteration 2F: 3 clusters Score -49462.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49518.585938 Penalty: 2036.840210
	Iteration 3F: 3 clusters Score -49518.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49568.605469 Penalty: 2036.840210
	Iteration 4Q: 3 clusters Score -49568.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49632.273438 Penalty: 2036.840210
	Iteration 5Q: 3 clusters Score -49632.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49692.324219 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -49692.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49753.109375 Penalty: 2036.840210
	Iteration 7Q: 3 clusters Score -49753.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49774.421875 Penalty: 2036.840210
	Iteration 8Q: 3 clusters Score -49774.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49792.226562 Penalty: 2036.840210
	Iteration 9Q: 3 clusters Score -49792.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49806.343750 Penalty: 2036.840210
	Iteration 10Q: 3 clusters Score -49806.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49814.949219 Penalty: 2036.840210
	Iteration 11Q: 3 clusters Score -49814.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49823.164062 Penalty: 2036.840210
	Iteration 12Q: 3 clusters Score -49823.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49827.097656 Penalty: 2036.840210
	Iteration 13Q: 3 clusters Score -49827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49827.097656 Penalty: 2036.840210
	Iteration 14F: 3 clusters Score -49827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -139410.359375 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -139410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137831.359375 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -137831.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138345.484375 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -138345.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138698.171875 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -138698.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -138958.953125 Penalty: 2320.647217
	Iteration 3F: 3 clusters Score -138959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -139100.750000 Penalty: 2320.647217
	Iteration 4F: 3 clusters Score -139100.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139151.687500 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -139151.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139184.250000 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -139184.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -139208.109375 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -139208.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139238.296875 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -139238.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139257.984375 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -139258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139272.015625 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -139272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139278.625000 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -139278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139281.437500 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -139281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -139284.468750 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -139284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139292.343750 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -139292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139299.656250 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -139299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139306.203125 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -139306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139309.640625 Penalty: 2320.647217
	Iteration 17Q: 3 clusters Score -139309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139314.859375 Penalty: 2320.647217
	Iteration 18Q: 3 clusters Score -139314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139320.015625 Penalty: 2320.647217
	Iteration 19Q: 3 clusters Score -139320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139324.531250 Penalty: 2320.647217
	Iteration 20F: 3 clusters Score -139324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139330.781250 Penalty: 2320.647217
	Iteration 21Q: 3 clusters Score -139330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139337.171875 Penalty: 2320.647217
	Iteration 22Q: 3 clusters Score -139337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139343.921875 Penalty: 2320.647217
	Iteration 23Q: 3 clusters Score -139343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139350.109375 Penalty: 2320.647217
	Iteration 24Q: 3 clusters Score -139350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139351.734375 Penalty: 2320.647217
	Iteration 25Q: 3 clusters Score -139351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139352.312500 Penalty: 2320.647217
	Iteration 26Q: 3 clusters Score -139352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139353.578125 Penalty: 2320.647217
	Iteration 27Q: 3 clusters Score -139353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139355.453125 Penalty: 2320.647217
	Iteration 28Q: 3 clusters Score -139355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139357.156250 Penalty: 2320.647217
	Iteration 29Q: 3 clusters Score -139357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139357.890625 Penalty: 2320.647217
	Iteration 30Q: 3 clusters Score -139357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139358.656250 Penalty: 2320.647217
	Iteration 31Q: 3 clusters Score -139358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139358.656250 Penalty: 2320.647217
	Iteration 32F: 3 clusters Score -139358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Entering Unmasked Estep 
Score: -12370190.000000 Penalty: 1867.278687
	Iteration 0F: 2 clusters Score -1.237019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -12305117.000000 Penalty: 3734.557373
	Iteration 0F: 3 clusters Score -1.230512e+07 nChanged 46835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -12332762.000000 Penalty: 3734.557373
	Iteration 1F: 3 clusters Score -1.233276e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -12333781.000000 Penalty: 3734.557373
	Iteration 2Q: 3 clusters Score -1.233378e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -12335328.000000 Penalty: 3734.557373
	Iteration 3Q: 3 clusters Score -1.233533e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -12338257.000000 Penalty: 3734.557373
	Iteration 4F: 3 clusters Score -1.233826e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -12343601.000000 Penalty: 3734.557373
	Iteration 5F: 3 clusters Score -1.23436e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -12351687.000000 Penalty: 3734.557373
	Iteration 6F: 3 clusters Score -1.235169e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -12359893.000000 Penalty: 3734.557373
	Iteration 7F: 3 clusters Score -1.235989e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -12365188.000000 Penalty: 3734.557373
	Iteration 8F: 3 clusters Score -1.236519e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -12367401.000000 Penalty: 3734.557373
	Iteration 9Q: 3 clusters Score -1.23674e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -12368104.000000 Penalty: 3734.557373
	Iteration 10Q: 3 clusters Score -1.23681e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -12368350.000000 Penalty: 3734.557373
	Iteration 11Q: 3 clusters Score -1.236835e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -12368450.000000 Penalty: 3734.557373
	Iteration 12Q: 3 clusters Score -1.236845e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -12368493.000000 Penalty: 3734.557373
	Iteration 13Q: 3 clusters Score -1.236849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -12368511.000000 Penalty: 3734.557373
	Iteration 14Q: 3 clusters Score -1.236851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -12368538.000000 Penalty: 3734.557373
	Iteration 15Q: 3 clusters Score -1.236854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -12368552.000000 Penalty: 3734.557373
	Iteration 16Q: 3 clusters Score -1.236855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -12368562.000000 Penalty: 3734.557373
	Iteration 17Q: 3 clusters Score -1.236856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -12368559.000000 Penalty: 3734.557373
	Iteration 18Q: 3 clusters Score -1.236856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -12368572.000000 Penalty: 3734.557373
	Iteration 19Q: 3 clusters Score -1.236857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -12368577.000000 Penalty: 3734.557373
	Iteration 20F: 3 clusters Score -1.236858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -12368576.000000 Penalty: 3734.557373
	Iteration 21Q: 3 clusters Score -1.236858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -12368576.000000 Penalty: 3734.557373
	Iteration 22F: 3 clusters Score -1.236858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45973.683594 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -45973.68 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 206 members 
Entering Unmasked Estep 
Score: -44982.101562 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -44982.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45140.394531 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -45140.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45176.675781 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -45176.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45212.312500 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -45212.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45234.351562 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -45234.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45245.378906 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -45245.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45246.308594 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -45246.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45246.921875 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -45246.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45246.921875 Penalty: 1961.531494
	Iteration 8F: 3 clusters Score -45246.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (113230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Entering Unmasked Estep 
Score: -14264189.000000 Penalty: 1891.041138
	Iteration 0F: 2 clusters Score -1.426419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -14190985.000000 Penalty: 3782.082275
	Iteration 0F: 3 clusters Score -1.419098e+07 nChanged 54523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -14222725.000000 Penalty: 3782.082275
	Iteration 1F: 3 clusters Score -1.422272e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -14223491.000000 Penalty: 3782.082275
	Iteration 2Q: 3 clusters Score -1.422349e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -14224545.000000 Penalty: 3782.082275
	Iteration 3Q: 3 clusters Score -1.422454e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -14226470.000000 Penalty: 3782.082275
	Iteration 4Q: 3 clusters Score -1.422647e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -14229786.000000 Penalty: 3782.082275
	Iteration 5F: 3 clusters Score -1.422979e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -14235412.000000 Penalty: 3782.082275
	Iteration 6F: 3 clusters Score -1.423541e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -14243085.000000 Penalty: 3782.082275
	Iteration 7F: 3 clusters Score -1.424308e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -14249725.000000 Penalty: 3782.082275
	Iteration 8F: 3 clusters Score -1.424972e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -14253207.000000 Penalty: 3782.082275
	Iteration 9F: 3 clusters Score -1.425321e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -14254864.000000 Penalty: 3782.082275
	Iteration 10Q: 3 clusters Score -1.425486e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -14256094.000000 Penalty: 3782.082275
	Iteration 11Q: 3 clusters Score -1.425609e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -14257289.000000 Penalty: 3782.082275
	Iteration 12Q: 3 clusters Score -1.425729e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -14258345.000000 Penalty: 3782.082275
	Iteration 13Q: 3 clusters Score -1.425834e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -14259255.000000 Penalty: 3782.082275
	Iteration 14Q: 3 clusters Score -1.425926e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -14260235.000000 Penalty: 3782.082275
	Iteration 15Q: 3 clusters Score -1.426024e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -14261084.000000 Penalty: 3782.082275
	Iteration 16Q: 3 clusters Score -1.426108e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -14261851.000000 Penalty: 3782.082275
	Iteration 17Q: 3 clusters Score -1.426185e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -14262486.000000 Penalty: 3782.082275
	Iteration 18Q: 3 clusters Score -1.426249e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -14262959.000000 Penalty: 3782.082275
	Iteration 19Q: 3 clusters Score -1.426296e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 101813 members 
Entering Unmasked Estep 
Score: -14263355.000000 Penalty: 3782.082275
	Iteration 20F: 3 clusters Score -1.426336e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -14263673.000000 Penalty: 3782.082275
	Iteration 21Q: 3 clusters Score -1.426367e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -14263921.000000 Penalty: 3782.082275
	Iteration 22Q: 3 clusters Score -1.426392e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -14264072.000000 Penalty: 3782.082275
	Iteration 23Q: 3 clusters Score -1.426407e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -14264136.000000 Penalty: 3782.082275
	Iteration 24Q: 3 clusters Score -1.426414e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 105489 members 
Entering Unmasked Estep 
Score: -14264215.000000 Penalty: 3782.082275
	Iteration 25Q: 3 clusters Score -1.426422e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -14264344.000000 Penalty: 3782.082275
	Iteration 26Q: 3 clusters Score -1.426434e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -14264307.000000 Penalty: 3782.082275
	Iteration 27Q: 3 clusters Score -1.426431e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -14264334.000000 Penalty: 3782.082275
	Iteration 28Q: 3 clusters Score -1.426433e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 107371 members 
Entering Unmasked Estep 
Score: -14264344.000000 Penalty: 3782.082275
	Iteration 29Q: 3 clusters Score -1.426434e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -14264335.000000 Penalty: 3782.082275
	Iteration 30Q: 3 clusters Score -1.426434e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -14264268.000000 Penalty: 3782.082275
	Iteration 31Q: 3 clusters Score -1.426427e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -14264238.000000 Penalty: 3782.082275
	Iteration 32Q: 3 clusters Score -1.426424e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -14264188.000000 Penalty: 3782.082275
	Iteration 33Q: 3 clusters Score -1.426419e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -14264149.000000 Penalty: 3782.082275
	Iteration 34Q: 3 clusters Score -1.426415e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 109117 members 
Entering Unmasked Estep 
Score: -14264161.000000 Penalty: 3782.082275
	Iteration 35Q: 3 clusters Score -1.426416e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -14264158.000000 Penalty: 3782.082275
	Iteration 36Q: 3 clusters Score -1.426416e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 109464 members 
Entering Unmasked Estep 
Score: -14264104.000000 Penalty: 3782.082275
	Iteration 37Q: 3 clusters Score -1.42641e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -14264096.000000 Penalty: 3782.082275
	Iteration 38Q: 3 clusters Score -1.42641e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -14264092.000000 Penalty: 3782.082275
	Iteration 39Q: 3 clusters Score -1.426409e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 109965 members 
Entering Unmasked Estep 
Score: -14264057.000000 Penalty: 3782.082275
	Iteration 40F: 3 clusters Score -1.426406e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -14264016.000000 Penalty: 3782.082275
	Iteration 41Q: 3 clusters Score -1.426402e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -14264015.000000 Penalty: 3782.082275
	Iteration 42Q: 3 clusters Score -1.426402e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -14263952.000000 Penalty: 3782.082275
	Iteration 43Q: 3 clusters Score -1.426395e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -14263937.000000 Penalty: 3782.082275
	Iteration 44Q: 3 clusters Score -1.426394e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 110618 members 
Entering Unmasked Estep 
Score: -14263909.000000 Penalty: 3782.082275
	Iteration 45Q: 3 clusters Score -1.426391e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -14263887.000000 Penalty: 3782.082275
	Iteration 46Q: 3 clusters Score -1.426389e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -14263862.000000 Penalty: 3782.082275
	Iteration 47Q: 3 clusters Score -1.426386e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -14263834.000000 Penalty: 3782.082275
	Iteration 48Q: 3 clusters Score -1.426383e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -14263793.000000 Penalty: 3782.082275
	Iteration 49Q: 3 clusters Score -1.426379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -14263760.000000 Penalty: 3782.082275
	Iteration 50Q: 3 clusters Score -1.426376e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -14263732.000000 Penalty: 3782.082275
	Iteration 51Q: 3 clusters Score -1.426373e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -14263687.000000 Penalty: 3782.082275
	Iteration 52Q: 3 clusters Score -1.426369e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
Score: -14263643.000000 Penalty: 3782.082275
	Iteration 53Q: 3 clusters Score -1.426364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -14263635.000000 Penalty: 3782.082275
	Iteration 54Q: 3 clusters Score -1.426364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -14263621.000000 Penalty: 3782.082275
	Iteration 55Q: 3 clusters Score -1.426362e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 111358 members 
Entering Unmasked Estep 
Score: -14263613.000000 Penalty: 3782.082275
	Iteration 56Q: 3 clusters Score -1.426361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -14263628.000000 Penalty: 3782.082275
	Iteration 57Q: 3 clusters Score -1.426363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 111433 members 
Entering Unmasked Estep 
Score: -14263598.000000 Penalty: 3782.082275
	Iteration 58Q: 3 clusters Score -1.42636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 111476 members 
Entering Unmasked Estep 
Score: -14263589.000000 Penalty: 3782.082275
	Iteration 59Q: 3 clusters Score -1.426359e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 111517 members 
Entering Unmasked Estep 
Score: -14263572.000000 Penalty: 3782.082275
	Iteration 60F: 3 clusters Score -1.426357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 111560 members 
Entering Unmasked Estep 
Score: -14263572.000000 Penalty: 3782.082275
	Iteration 61Q: 3 clusters Score -1.426357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 111590 members 
Entering Unmasked Estep 
Score: -14263565.000000 Penalty: 3782.082275
	Iteration 62Q: 3 clusters Score -1.426356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 111618 members 
Entering Unmasked Estep 
Score: -14263562.000000 Penalty: 3782.082275
	Iteration 63Q: 3 clusters Score -1.426356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -14263587.000000 Penalty: 3782.082275
	Iteration 64Q: 3 clusters Score -1.426359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 111662 members 
Entering Unmasked Estep 
Score: -14263567.000000 Penalty: 3782.082275
	Iteration 65Q: 3 clusters Score -1.426357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 111678 members 
Entering Unmasked Estep 
Score: -14263545.000000 Penalty: 3782.082275
	Iteration 66Q: 3 clusters Score -1.426354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -14263525.000000 Penalty: 3782.082275
	Iteration 67Q: 3 clusters Score -1.426352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 111710 members 
Entering Unmasked Estep 
Score: -14263503.000000 Penalty: 3782.082275
	Iteration 68Q: 3 clusters Score -1.42635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -14263511.000000 Penalty: 3782.082275
	Iteration 69Q: 3 clusters Score -1.426351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -14263506.000000 Penalty: 3782.082275
	Iteration 70Q: 3 clusters Score -1.426351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -14263506.000000 Penalty: 3782.082275
	Iteration 71Q: 3 clusters Score -1.426351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -14263497.000000 Penalty: 3782.082275
	Iteration 72Q: 3 clusters Score -1.42635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -14263487.000000 Penalty: 3782.082275
	Iteration 73Q: 3 clusters Score -1.426349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -14263483.000000 Penalty: 3782.082275
	Iteration 74Q: 3 clusters Score -1.426348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 111759 members 
Entering Unmasked Estep 
Score: -14263471.000000 Penalty: 3782.082275
	Iteration 75Q: 3 clusters Score -1.426347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 111761 members 
Entering Unmasked Estep 
Score: -14263473.000000 Penalty: 3782.082275
	Iteration 76Q: 3 clusters Score -1.426347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -14263467.000000 Penalty: 3782.082275
	Iteration 77Q: 3 clusters Score -1.426347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 111766 members 
Entering Unmasked Estep 
Score: -14263465.000000 Penalty: 3782.082275
	Iteration 78Q: 3 clusters Score -1.426346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -14263466.000000 Penalty: 3782.082275
	Iteration 79Q: 3 clusters Score -1.426347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -14263464.000000 Penalty: 3782.082275
	Iteration 80F: 3 clusters Score -1.426346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -14263474.000000 Penalty: 3782.082275
	Iteration 81Q: 3 clusters Score -1.426347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -14263467.000000 Penalty: 3782.082275
	Iteration 82Q: 3 clusters Score -1.426347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -14263467.000000 Penalty: 3782.082275
	Iteration 83F: 3 clusters Score -1.426347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (105657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Entering Unmasked Estep 
Score: -13292281.000000 Penalty: 1879.792358
	Iteration 0F: 2 clusters Score -1.329228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -13222635.000000 Penalty: 3759.584717
	Iteration 0F: 3 clusters Score -1.322264e+07 nChanged 50745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -13251592.000000 Penalty: 3759.584717
	Iteration 1F: 3 clusters Score -1.325159e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -13252365.000000 Penalty: 3759.584717
	Iteration 2Q: 3 clusters Score -1.325236e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -13253437.000000 Penalty: 3759.584717
	Iteration 3Q: 3 clusters Score -1.325344e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -13255111.000000 Penalty: 3759.584717
	Iteration 4Q: 3 clusters Score -1.325511e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -13257741.000000 Penalty: 3759.584717
	Iteration 5F: 3 clusters Score -1.325774e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -13261741.000000 Penalty: 3759.584717
	Iteration 6F: 3 clusters Score -1.326174e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -13266921.000000 Penalty: 3759.584717
	Iteration 7F: 3 clusters Score -1.326692e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -13272099.000000 Penalty: 3759.584717
	Iteration 8F: 3 clusters Score -1.32721e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -13276944.000000 Penalty: 3759.584717
	Iteration 9F: 3 clusters Score -1.327694e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -13280889.000000 Penalty: 3759.584717
	Iteration 10F: 3 clusters Score -1.328089e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -13283892.000000 Penalty: 3759.584717
	Iteration 11Q: 3 clusters Score -1.328389e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -13286346.000000 Penalty: 3759.584717
	Iteration 12Q: 3 clusters Score -1.328635e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -13288129.000000 Penalty: 3759.584717
	Iteration 13Q: 3 clusters Score -1.328813e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -13289186.000000 Penalty: 3759.584717
	Iteration 14Q: 3 clusters Score -1.328919e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13289797.000000 Penalty: 3759.584717
	Iteration 15Q: 3 clusters Score -1.32898e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -13290164.000000 Penalty: 3759.584717
	Iteration 16Q: 3 clusters Score -1.329016e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13290361.000000 Penalty: 3759.584717
	Iteration 17Q: 3 clusters Score -1.329036e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13290477.000000 Penalty: 3759.584717
	Iteration 18Q: 3 clusters Score -1.329048e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104757 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13290595.000000 Penalty: 3759.584717
	Iteration 19Q: 3 clusters Score -1.32906e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13290650.000000 Penalty: 3759.584717
	Iteration 20F: 3 clusters Score -1.329065e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13290685.000000 Penalty: 3759.584717
	Iteration 21Q: 3 clusters Score -1.329068e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13290722.000000 Penalty: 3759.584717
	Iteration 22Q: 3 clusters Score -1.329072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13290721.000000 Penalty: 3759.584717
	Iteration 23Q: 3 clusters Score -1.329072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13290726.000000 Penalty: 3759.584717
	Iteration 24Q: 3 clusters Score -1.329073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105032 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13290751.000000 Penalty: 3759.584717
	Iteration 25Q: 3 clusters Score -1.329075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13290760.000000 Penalty: 3759.584717
	Iteration 26Q: 3 clusters Score -1.329076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13290766.000000 Penalty: 3759.584717
	Iteration 27Q: 3 clusters Score -1.329077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13290791.000000 Penalty: 3759.584717
	Iteration 28Q: 3 clusters Score -1.329079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13290785.000000 Penalty: 3759.584717
	Iteration 29Q: 3 clusters Score -1.329078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13290791.000000 Penalty: 3759.584717
	Iteration 30Q: 3 clusters Score -1.329079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13290798.000000 Penalty: 3759.584717
	Iteration 31Q: 3 clusters Score -1.32908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -13290790.000000 Penalty: 3759.584717
	Iteration 32Q: 3 clusters Score -1.329079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13290800.000000 Penalty: 3759.584717
	Iteration 33Q: 3 clusters Score -1.32908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13290804.000000 Penalty: 3759.584717
	Iteration 34Q: 3 clusters Score -1.32908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13290796.000000 Penalty: 3759.584717
	Iteration 35Q: 3 clusters Score -1.32908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13290796.000000 Penalty: 3759.584717
	Iteration 36F: 3 clusters Score -1.32908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Entering Unmasked Estep 
Score: -13592487.000000 Penalty: 1882.809570
	Iteration 0F: 2 clusters Score -1.359249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -13521159.000000 Penalty: 3765.619141
	Iteration 0F: 3 clusters Score -1.352116e+07 nChanged 51509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -13551284.000000 Penalty: 3765.619141
	Iteration 1F: 3 clusters Score -1.355128e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -13552019.000000 Penalty: 3765.619141
	Iteration 2Q: 3 clusters Score -1.355202e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -13553058.000000 Penalty: 3765.619141
	Iteration 3Q: 3 clusters Score -1.355306e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -13554701.000000 Penalty: 3765.619141
	Iteration 4Q: 3 clusters Score -1.35547e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -13557260.000000 Penalty: 3765.619141
	Iteration 5Q: 3 clusters Score -1.355726e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -13561572.000000 Penalty: 3765.619141
	Iteration 6F: 3 clusters Score -1.356157e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -13567464.000000 Penalty: 3765.619141
	Iteration 7F: 3 clusters Score -1.356746e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -13574069.000000 Penalty: 3765.619141
	Iteration 8F: 3 clusters Score -1.357407e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -13579400.000000 Penalty: 3765.619141
	Iteration 9F: 3 clusters Score -1.35794e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -13582612.000000 Penalty: 3765.619141
	Iteration 10Q: 3 clusters Score -1.358261e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -13584498.000000 Penalty: 3765.619141
	Iteration 11Q: 3 clusters Score -1.35845e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -13585808.000000 Penalty: 3765.619141
	Iteration 12Q: 3 clusters Score -1.358581e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -13586700.000000 Penalty: 3765.619141
	Iteration 13Q: 3 clusters Score -1.35867e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -13587523.000000 Penalty: 3765.619141
	Iteration 14Q: 3 clusters Score -1.358752e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -13588099.000000 Penalty: 3765.619141
	Iteration 15Q: 3 clusters Score -1.35881e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -13588564.000000 Penalty: 3765.619141
	Iteration 16Q: 3 clusters Score -1.358856e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -13589014.000000 Penalty: 3765.619141
	Iteration 17Q: 3 clusters Score -1.358901e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -13589380.000000 Penalty: 3765.619141
	Iteration 18Q: 3 clusters Score -1.358938e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -13589707.000000 Penalty: 3765.619141
	Iteration 19Q: 3 clusters Score -1.358971e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -13590021.000000 Penalty: 3765.619141
	Iteration 20F: 3 clusters Score -1.359002e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 101309 members 
Entering Unmasked Estep 
Score: -13590288.000000 Penalty: 3765.619141
	Iteration 21Q: 3 clusters Score -1.359029e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -13590472.000000 Penalty: 3765.619141
	Iteration 22Q: 3 clusters Score -1.359047e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -13590649.000000 Penalty: 3765.619141
	Iteration 23Q: 3 clusters Score -1.359065e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -13590764.000000 Penalty: 3765.619141
	Iteration 24Q: 3 clusters Score -1.359076e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -13590903.000000 Penalty: 3765.619141
	Iteration 25Q: 3 clusters Score -1.35909e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -13591028.000000 Penalty: 3765.619141
	Iteration 26Q: 3 clusters Score -1.359103e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -13591101.000000 Penalty: 3765.619141
	Iteration 27Q: 3 clusters Score -1.35911e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -13591129.000000 Penalty: 3765.619141
	Iteration 28Q: 3 clusters Score -1.359113e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -13591150.000000 Penalty: 3765.619141
	Iteration 29Q: 3 clusters Score -1.359115e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -13591170.000000 Penalty: 3765.619141
	Iteration 30Q: 3 clusters Score -1.359117e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -13591187.000000 Penalty: 3765.619141
	Iteration 31Q: 3 clusters Score -1.359119e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -13591200.000000 Penalty: 3765.619141
	Iteration 32Q: 3 clusters Score -1.35912e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -13591253.000000 Penalty: 3765.619141
	Iteration 33Q: 3 clusters Score -1.359125e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -13591280.000000 Penalty: 3765.619141
	Iteration 34Q: 3 clusters Score -1.359128e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -13591293.000000 Penalty: 3765.619141
	Iteration 35Q: 3 clusters Score -1.359129e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -13591312.000000 Penalty: 3765.619141
	Iteration 36Q: 3 clusters Score -1.359131e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -13591314.000000 Penalty: 3765.619141
	Iteration 37Q: 3 clusters Score -1.359131e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -13591328.000000 Penalty: 3765.619141
	Iteration 38Q: 3 clusters Score -1.359133e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -13591348.000000 Penalty: 3765.619141
	Iteration 39Q: 3 clusters Score -1.359135e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -13591370.000000 Penalty: 3765.619141
	Iteration 40F: 3 clusters Score -1.359137e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -13591379.000000 Penalty: 3765.619141
	Iteration 41Q: 3 clusters Score -1.359138e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -13591408.000000 Penalty: 3765.619141
	Iteration 42Q: 3 clusters Score -1.359141e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -13591397.000000 Penalty: 3765.619141
	Iteration 43Q: 3 clusters Score -1.35914e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -13591391.000000 Penalty: 3765.619141
	Iteration 44Q: 3 clusters Score -1.359139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -13591383.000000 Penalty: 3765.619141
	Iteration 45Q: 3 clusters Score -1.359138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -13591376.000000 Penalty: 3765.619141
	Iteration 46Q: 3 clusters Score -1.359138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -13591385.000000 Penalty: 3765.619141
	Iteration 47Q: 3 clusters Score -1.359138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -13591393.000000 Penalty: 3765.619141
	Iteration 48Q: 3 clusters Score -1.359139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -13591413.000000 Penalty: 3765.619141
	Iteration 49Q: 3 clusters Score -1.359141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -13591426.000000 Penalty: 3765.619141
	Iteration 50Q: 3 clusters Score -1.359143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 105875 members 
Entering Unmasked Estep 
Score: -13591437.000000 Penalty: 3765.619141
	Iteration 51Q: 3 clusters Score -1.359144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -13591428.000000 Penalty: 3765.619141
	Iteration 52Q: 3 clusters Score -1.359143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -13591428.000000 Penalty: 3765.619141
	Iteration 53Q: 3 clusters Score -1.359143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -13591423.000000 Penalty: 3765.619141
	Iteration 54Q: 3 clusters Score -1.359142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 105906 members 
Entering Unmasked Estep 
Score: -13591422.000000 Penalty: 3765.619141
	Iteration 55Q: 3 clusters Score -1.359142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 105911 members 
Entering Unmasked Estep 
Score: -13591423.000000 Penalty: 3765.619141
	Iteration 56Q: 3 clusters Score -1.359142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13591434.000000 Penalty: 3765.619141
	Iteration 57Q: 3 clusters Score -1.359143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13591430.000000 Penalty: 3765.619141
	Iteration 58Q: 3 clusters Score -1.359143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 105915 members 
Entering Unmasked Estep 
Score: -13591427.000000 Penalty: 3765.619141
	Iteration 59Q: 3 clusters Score -1.359143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -13591428.000000 Penalty: 3765.619141
	Iteration 60F: 3 clusters Score -1.359143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -13591439.000000 Penalty: 3765.619141
	Iteration 61Q: 3 clusters Score -1.359144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -13591431.000000 Penalty: 3765.619141
	Iteration 62Q: 3 clusters Score -1.359143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -13591426.000000 Penalty: 3765.619141
	Iteration 63Q: 3 clusters Score -1.359143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -13591418.000000 Penalty: 3765.619141
	Iteration 64Q: 3 clusters Score -1.359142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -13591429.000000 Penalty: 3765.619141
	Iteration 65Q: 3 clusters Score -1.359143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -13591426.000000 Penalty: 3765.619141
	Iteration 66Q: 3 clusters Score -1.359143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 105954 members 
Entering Unmasked Estep 
Score: -13591434.000000 Penalty: 3765.619141
	Iteration 67Q: 3 clusters Score -1.359143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -13591427.000000 Penalty: 3765.619141
	Iteration 68Q: 3 clusters Score -1.359143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -13591432.000000 Penalty: 3765.619141
	Iteration 69Q: 3 clusters Score -1.359143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 105961 members 
Entering Unmasked Estep 
Score: -13591433.000000 Penalty: 3765.619141
	Iteration 70Q: 3 clusters Score -1.359143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 105961 members 
Entering Unmasked Estep 
Score: -13591433.000000 Penalty: 3765.619141
	Iteration 71F: 3 clusters Score -1.359143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -32889.996094 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -32890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32094.851562 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -32094.85 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32483.556641 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -32483.56 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32710.240234 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -32710.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32819.785156 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -32819.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32901.191406 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -32901.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32938.878906 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -32938.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32959.335938 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -32959.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32981.546875 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -32981.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33053.445312 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -33053.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33082.339844 Penalty: 1943.137817
	Iteration 9Q: 3 clusters Score -33082.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33087.613281 Penalty: 1943.137817
	Iteration 10Q: 3 clusters Score -33087.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33107.628906 Penalty: 1943.137817
	Iteration 11Q: 3 clusters Score -33107.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33107.628906 Penalty: 1943.137817
	Iteration 12F: 3 clusters Score -33107.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97826 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113230 members 
Mstep: Class 7 contains 105657 members 
Mstep: Class 8 contains 107637 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43796 members 
Mstep: Class 17 contains 97396 members 
Mstep: Class 18 contains 93760 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110413 members 
Mstep: Class 23 contains 107267 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49375 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14078 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110533 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 6559 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15670 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Mstep: Class 42 contains 193 members 
Entering Unmasked Estep 
Score: -141746656.000000 Penalty: 95283.945312
Splitting cluster 9 changes total score from -141747728.000000 to -141746656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -584757.437500 Penalty: 1380.628296
	Iteration 0F: 2 clusters Score -584757.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -580820.000000 Penalty: 2761.256592
	Iteration 0F: 3 clusters Score -580820 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -582062.562500 Penalty: 2761.256592
	Iteration 1F: 3 clusters Score -582062.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -582604.000000 Penalty: 2761.256592
	Iteration 2F: 3 clusters Score -582604 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -583117.500000 Penalty: 2761.256592
	Iteration 3F: 3 clusters Score -583117.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -583535.437500 Penalty: 2761.256592
	Iteration 4F: 3 clusters Score -583535.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -583832.062500 Penalty: 2761.256592
	Iteration 5F: 3 clusters Score -583832.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -584033.250000 Penalty: 2761.256592
	Iteration 6F: 3 clusters Score -584033.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -584173.000000 Penalty: 2761.256592
	Iteration 7Q: 3 clusters Score -584173 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -584273.312500 Penalty: 2761.256592
	Iteration 8Q: 3 clusters Score -584273.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -584352.437500 Penalty: 2761.256592
	Iteration 9Q: 3 clusters Score -584352.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -584399.187500 Penalty: 2761.256592
	Iteration 10Q: 3 clusters Score -584399.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -584434.312500 Penalty: 2761.256592
	Iteration 11Q: 3 clusters Score -584434.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -584457.875000 Penalty: 2761.256592
	Iteration 12Q: 3 clusters Score -584457.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -584466.500000 Penalty: 2761.256592
	Iteration 13Q: 3 clusters Score -584466.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -584470.000000 Penalty: 2761.256592
	Iteration 14Q: 3 clusters Score -584470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -584474.875000 Penalty: 2761.256592
	Iteration 15Q: 3 clusters Score -584474.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -584481.437500 Penalty: 2761.256592
	Iteration 16Q: 3 clusters Score -584481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -584486.875000 Penalty: 2761.256592
	Iteration 17Q: 3 clusters Score -584486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -584493.875000 Penalty: 2761.256592
	Iteration 18Q: 3 clusters Score -584493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -584498.812500 Penalty: 2761.256592
	Iteration 19Q: 3 clusters Score -584498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -584501.187500 Penalty: 2761.256592
	Iteration 20F: 3 clusters Score -584501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -584506.062500 Penalty: 2761.256592
	Iteration 21Q: 3 clusters Score -584506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -584506.062500 Penalty: 2761.256592
	Iteration 22F: 3 clusters Score -584506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -30658.904297 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -30658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29778.310547 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -29778.31 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29996.082031 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -29996.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30114.101562 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -30114.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30223.023438 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -30223.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30308.062500 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -30308.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30418.341797 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -30418.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30487.810547 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -30487.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30519.888672 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -30519.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30540.541016 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -30540.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30550.306641 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -30550.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30551.529297 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -30551.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30556.892578 Penalty: 1927.979736
	Iteration 11F: 3 clusters Score -30556.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30606.310547 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -30606.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30608.091797 Penalty: 1927.979736
	Iteration 13F: 3 clusters Score -30608.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30621.585938 Penalty: 1927.979736
	Iteration 14Q: 3 clusters Score -30621.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30642.542969 Penalty: 1927.979736
	Iteration 15Q: 3 clusters Score -30642.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30664.265625 Penalty: 1927.979736
	Iteration 16Q: 3 clusters Score -30664.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30665.746094 Penalty: 1927.979736
	Iteration 17Q: 3 clusters Score -30665.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30666.527344 Penalty: 1927.979736
	Iteration 18Q: 3 clusters Score -30666.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30666.527344 Penalty: 1927.979736
	Iteration 19F: 3 clusters Score -30666.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97826 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113230 members 
Mstep: Class 7 contains 105657 members 
Mstep: Class 8 contains 107637 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 194 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43796 members 
Mstep: Class 17 contains 97396 members 
Mstep: Class 18 contains 93760 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110413 members 
Mstep: Class 23 contains 107267 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49375 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14078 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110533 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 6559 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15670 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Mstep: Class 42 contains 183 members 
Entering Unmasked Estep 
Score: -141746544.000000 Penalty: 95283.945312
Splitting cluster 11 changes total score from -141747728.000000 to -141746544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -1181908.750000 Penalty: 1489.351196
	Iteration 0F: 2 clusters Score -1181909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1174980.750000 Penalty: 2978.702393
	Iteration 0F: 3 clusters Score -1174981 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1177467.875000 Penalty: 2978.702393
	Iteration 1F: 3 clusters Score -1177468 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1178075.500000 Penalty: 2978.702393
	Iteration 2F: 3 clusters Score -1178076 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1178742.750000 Penalty: 2978.702393
	Iteration 3F: 3 clusters Score -1178743 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1179345.125000 Penalty: 2978.702393
	Iteration 4F: 3 clusters Score -1179345 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1179784.375000 Penalty: 2978.702393
	Iteration 5F: 3 clusters Score -1179784 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1180123.875000 Penalty: 2978.702393
	Iteration 6F: 3 clusters Score -1180124 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1180389.625000 Penalty: 2978.702393
	Iteration 7Q: 3 clusters Score -1180390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1180606.500000 Penalty: 2978.702393
	Iteration 8Q: 3 clusters Score -1180606 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1180815.125000 Penalty: 2978.702393
	Iteration 9Q: 3 clusters Score -1180815 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1180992.000000 Penalty: 2978.702393
	Iteration 10Q: 3 clusters Score -1180992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1181137.750000 Penalty: 2978.702393
	Iteration 11Q: 3 clusters Score -1181138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1181237.625000 Penalty: 2978.702393
	Iteration 12Q: 3 clusters Score -1181238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1181302.625000 Penalty: 2978.702393
	Iteration 13Q: 3 clusters Score -1181303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1181346.375000 Penalty: 2978.702393
	Iteration 14Q: 3 clusters Score -1181346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1181389.000000 Penalty: 2978.702393
	Iteration 15Q: 3 clusters Score -1181389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1181424.500000 Penalty: 2978.702393
	Iteration 16Q: 3 clusters Score -1181424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1181456.500000 Penalty: 2978.702393
	Iteration 17Q: 3 clusters Score -1181456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1181489.250000 Penalty: 2978.702393
	Iteration 18Q: 3 clusters Score -1181489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1181521.375000 Penalty: 2978.702393
	Iteration 19Q: 3 clusters Score -1181521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1181542.875000 Penalty: 2978.702393
	Iteration 20F: 3 clusters Score -1181543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1181565.250000 Penalty: 2978.702393
	Iteration 21Q: 3 clusters Score -1181565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1181582.000000 Penalty: 2978.702393
	Iteration 22Q: 3 clusters Score -1181582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1181598.000000 Penalty: 2978.702393
	Iteration 23Q: 3 clusters Score -1181598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1181607.250000 Penalty: 2978.702393
	Iteration 24Q: 3 clusters Score -1181607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1181613.750000 Penalty: 2978.702393
	Iteration 25Q: 3 clusters Score -1181614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1181617.375000 Penalty: 2978.702393
	Iteration 26Q: 3 clusters Score -1181617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1181617.250000 Penalty: 2978.702393
	Iteration 27Q: 3 clusters Score -1181617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1181617.750000 Penalty: 2978.702393
	Iteration 28Q: 3 clusters Score -1181618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1181619.375000 Penalty: 2978.702393
	Iteration 29Q: 3 clusters Score -1181619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1181619.375000 Penalty: 2978.702393
	Iteration 30Q: 3 clusters Score -1181619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1181619.375000 Penalty: 2978.702393
	Iteration 31F: 3 clusters Score -1181619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Entering Unmasked Estep 
Score: -1755252.375000 Penalty: 1555.018188
	Iteration 0F: 2 clusters Score -1755252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1745407.750000 Penalty: 3110.036377
	Iteration 0F: 3 clusters Score -1745408 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1748730.750000 Penalty: 3110.036377
	Iteration 1F: 3 clusters Score -1748731 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1749027.375000 Penalty: 3110.036377
	Iteration 2F: 3 clusters Score -1749027 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1749323.500000 Penalty: 3110.036377
	Iteration 3Q: 3 clusters Score -1749324 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1749589.250000 Penalty: 3110.036377
	Iteration 4Q: 3 clusters Score -1749589 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1749863.750000 Penalty: 3110.036377
	Iteration 5Q: 3 clusters Score -1749864 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1750167.875000 Penalty: 3110.036377
	Iteration 6Q: 3 clusters Score -1750168 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1750480.875000 Penalty: 3110.036377
	Iteration 7Q: 3 clusters Score -1750481 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1750807.375000 Penalty: 3110.036377
	Iteration 8Q: 3 clusters Score -1750807 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1751130.625000 Penalty: 3110.036377
	Iteration 9Q: 3 clusters Score -1751131 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1751400.500000 Penalty: 3110.036377
	Iteration 10Q: 3 clusters Score -1751400 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1751653.375000 Penalty: 3110.036377
	Iteration 11Q: 3 clusters Score -1751653 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1751874.125000 Penalty: 3110.036377
	Iteration 12Q: 3 clusters Score -1751874 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1752098.750000 Penalty: 3110.036377
	Iteration 13Q: 3 clusters Score -1752099 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1752319.000000 Penalty: 3110.036377
	Iteration 14Q: 3 clusters Score -1752319 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1752586.500000 Penalty: 3110.036377
	Iteration 15Q: 3 clusters Score -1752586 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1752893.000000 Penalty: 3110.036377
	Iteration 16Q: 3 clusters Score -1752893 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1753240.250000 Penalty: 3110.036377
	Iteration 17Q: 3 clusters Score -1753240 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1753590.625000 Penalty: 3110.036377
	Iteration 18Q: 3 clusters Score -1753591 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1753874.250000 Penalty: 3110.036377
	Iteration 19Q: 3 clusters Score -1753874 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1754066.750000 Penalty: 3110.036377
	Iteration 20F: 3 clusters Score -1754067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1754177.000000 Penalty: 3110.036377
	Iteration 21Q: 3 clusters Score -1754177 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1754288.375000 Penalty: 3110.036377
	Iteration 22Q: 3 clusters Score -1754288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1754366.250000 Penalty: 3110.036377
	Iteration 23Q: 3 clusters Score -1754366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1754412.625000 Penalty: 3110.036377
	Iteration 24Q: 3 clusters Score -1754413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1754448.125000 Penalty: 3110.036377
	Iteration 25Q: 3 clusters Score -1754448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1754486.875000 Penalty: 3110.036377
	Iteration 26Q: 3 clusters Score -1754487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1754507.125000 Penalty: 3110.036377
	Iteration 27Q: 3 clusters Score -1754507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1754526.500000 Penalty: 3110.036377
	Iteration 28Q: 3 clusters Score -1754526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1754535.250000 Penalty: 3110.036377
	Iteration 29Q: 3 clusters Score -1754535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1754544.250000 Penalty: 3110.036377
	Iteration 30Q: 3 clusters Score -1754544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1754546.375000 Penalty: 3110.036377
	Iteration 31Q: 3 clusters Score -1754546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1754550.750000 Penalty: 3110.036377
	Iteration 32Q: 3 clusters Score -1754551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1754552.375000 Penalty: 3110.036377
	Iteration 33Q: 3 clusters Score -1754552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1754552.875000 Penalty: 3110.036377
	Iteration 34Q: 3 clusters Score -1754553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1754552.625000 Penalty: 3110.036377
	Iteration 35Q: 3 clusters Score -1754553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1754554.875000 Penalty: 3110.036377
	Iteration 36Q: 3 clusters Score -1754555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1754556.750000 Penalty: 3110.036377
	Iteration 37Q: 3 clusters Score -1754557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1754556.500000 Penalty: 3110.036377
	Iteration 38Q: 3 clusters Score -1754556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1754555.125000 Penalty: 3110.036377
	Iteration 39Q: 3 clusters Score -1754555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1754555.125000 Penalty: 3110.036377
	Iteration 40F: 3 clusters Score -1754555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -855454.250000 Penalty: 1444.333252
	Iteration 0F: 2 clusters Score -855454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -850064.625000 Penalty: 2888.666504
	Iteration 0F: 3 clusters Score -850064.6 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -851812.687500 Penalty: 2888.666504
	Iteration 1F: 3 clusters Score -851812.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -852089.000000 Penalty: 2888.666504
	Iteration 2F: 3 clusters Score -852089 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -852322.750000 Penalty: 2888.666504
	Iteration 3F: 3 clusters Score -852322.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -852599.125000 Penalty: 2888.666504
	Iteration 4F: 3 clusters Score -852599.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -852880.187500 Penalty: 2888.666504
	Iteration 5F: 3 clusters Score -852880.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -853171.500000 Penalty: 2888.666504
	Iteration 6F: 3 clusters Score -853171.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -853458.625000 Penalty: 2888.666504
	Iteration 7Q: 3 clusters Score -853458.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -853751.250000 Penalty: 2888.666504
	Iteration 8Q: 3 clusters Score -853751.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -853982.687500 Penalty: 2888.666504
	Iteration 9Q: 3 clusters Score -853982.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -854134.812500 Penalty: 2888.666504
	Iteration 10Q: 3 clusters Score -854134.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -854233.062500 Penalty: 2888.666504
	Iteration 11Q: 3 clusters Score -854233.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -854295.687500 Penalty: 2888.666504
	Iteration 12Q: 3 clusters Score -854295.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -854344.062500 Penalty: 2888.666504
	Iteration 13Q: 3 clusters Score -854344.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -854382.687500 Penalty: 2888.666504
	Iteration 14Q: 3 clusters Score -854382.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -854407.187500 Penalty: 2888.666504
	Iteration 15Q: 3 clusters Score -854407.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -854420.437500 Penalty: 2888.666504
	Iteration 16Q: 3 clusters Score -854420.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -854429.125000 Penalty: 2888.666504
	Iteration 17Q: 3 clusters Score -854429.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -854433.812500 Penalty: 2888.666504
	Iteration 18Q: 3 clusters Score -854433.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -854438.000000 Penalty: 2888.666504
	Iteration 19Q: 3 clusters Score -854438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -854443.812500 Penalty: 2888.666504
	Iteration 20F: 3 clusters Score -854443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -854446.375000 Penalty: 2888.666504
	Iteration 21Q: 3 clusters Score -854446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -854451.312500 Penalty: 2888.666504
	Iteration 22Q: 3 clusters Score -854451.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -854453.937500 Penalty: 2888.666504
	Iteration 23Q: 3 clusters Score -854453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -854463.812500 Penalty: 2888.666504
	Iteration 24Q: 3 clusters Score -854463.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -854473.187500 Penalty: 2888.666504
	Iteration 25Q: 3 clusters Score -854473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -854481.250000 Penalty: 2888.666504
	Iteration 26Q: 3 clusters Score -854481.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -854496.500000 Penalty: 2888.666504
	Iteration 27Q: 3 clusters Score -854496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -854504.062500 Penalty: 2888.666504
	Iteration 28Q: 3 clusters Score -854504.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -854510.750000 Penalty: 2888.666504
	Iteration 29Q: 3 clusters Score -854510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -854513.437500 Penalty: 2888.666504
	Iteration 30Q: 3 clusters Score -854513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -854513.875000 Penalty: 2888.666504
	Iteration 31Q: 3 clusters Score -854513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -854516.437500 Penalty: 2888.666504
	Iteration 32Q: 3 clusters Score -854516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -854517.500000 Penalty: 2888.666504
	Iteration 33Q: 3 clusters Score -854517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -854518.062500 Penalty: 2888.666504
	Iteration 34Q: 3 clusters Score -854518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -854519.562500 Penalty: 2888.666504
	Iteration 35Q: 3 clusters Score -854519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -854521.250000 Penalty: 2888.666504
	Iteration 36Q: 3 clusters Score -854521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -854524.187500 Penalty: 2888.666504
	Iteration 37Q: 3 clusters Score -854524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -854524.312500 Penalty: 2888.666504
	Iteration 38Q: 3 clusters Score -854524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -854524.312500 Penalty: 2888.666504
	Iteration 39F: 3 clusters Score -854524.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -394665.218750 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -394665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -391802.375000 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -391802.4 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -392708.625000 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -392708.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -393029.687500 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -393029.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -393290.875000 Penalty: 2631.663574
	Iteration 3F: 3 clusters Score -393290.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -393472.312500 Penalty: 2631.663574
	Iteration 4F: 3 clusters Score -393472.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -393619.937500 Penalty: 2631.663574
	Iteration 5Q: 3 clusters Score -393619.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -393774.156250 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -393774.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -393923.750000 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -393923.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -394069.250000 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -394069.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -394187.437500 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -394187.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -394277.156250 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -394277.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -394338.718750 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -394338.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -394384.031250 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -394384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -394406.750000 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -394406.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -394422.343750 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -394422.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -394433.062500 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -394433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -394435.625000 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -394435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -394437.000000 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -394437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -394437.000000 Penalty: 2631.663574
	Iteration 18F: 3 clusters Score -394437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Entering Unmasked Estep 
Score: -5548066.500000 Penalty: 1736.685913
	Iteration 0F: 2 clusters Score -5548066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5518868.000000 Penalty: 3473.371826
	Iteration 0F: 3 clusters Score -5518868 nChanged 20402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -5530101.500000 Penalty: 3473.371826
	Iteration 1F: 3 clusters Score -5530102 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5530625.000000 Penalty: 3473.371826
	Iteration 2Q: 3 clusters Score -5530625 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -5531213.500000 Penalty: 3473.371826
	Iteration 3Q: 3 clusters Score -5531214 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5531996.500000 Penalty: 3473.371826
	Iteration 4Q: 3 clusters Score -5531996 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5533204.000000 Penalty: 3473.371826
	Iteration 5F: 3 clusters Score -5533204 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -5535107.500000 Penalty: 3473.371826
	Iteration 6F: 3 clusters Score -5535108 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -5537856.500000 Penalty: 3473.371826
	Iteration 7F: 3 clusters Score -5537856 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -5541018.000000 Penalty: 3473.371826
	Iteration 8F: 3 clusters Score -5541018 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5543581.000000 Penalty: 3473.371826
	Iteration 9F: 3 clusters Score -5543581 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5545144.000000 Penalty: 3473.371826
	Iteration 10Q: 3 clusters Score -5545144 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5545836.000000 Penalty: 3473.371826
	Iteration 11Q: 3 clusters Score -5545836 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5546151.500000 Penalty: 3473.371826
	Iteration 12Q: 3 clusters Score -5546152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5546315.500000 Penalty: 3473.371826
	Iteration 13Q: 3 clusters Score -5546316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5546412.500000 Penalty: 3473.371826
	Iteration 14Q: 3 clusters Score -5546412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5546466.500000 Penalty: 3473.371826
	Iteration 15Q: 3 clusters Score -5546466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5546506.500000 Penalty: 3473.371826
	Iteration 16Q: 3 clusters Score -5546506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5546523.500000 Penalty: 3473.371826
	Iteration 17Q: 3 clusters Score -5546524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5546544.500000 Penalty: 3473.371826
	Iteration 18Q: 3 clusters Score -5546544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5546548.500000 Penalty: 3473.371826
	Iteration 19Q: 3 clusters Score -5546548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5546552.500000 Penalty: 3473.371826
	Iteration 20F: 3 clusters Score -5546552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5546553.500000 Penalty: 3473.371826
	Iteration 21Q: 3 clusters Score -5546554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5546553.500000 Penalty: 3473.371826
	Iteration 22F: 3 clusters Score -5546554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Entering Unmasked Estep 
Score: -12370273.000000 Penalty: 1866.562866
	Iteration 0F: 2 clusters Score -1.237027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -12305542.000000 Penalty: 3733.125732
	Iteration 0F: 3 clusters Score -1.230554e+07 nChanged 46782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -12332875.000000 Penalty: 3733.125732
	Iteration 1F: 3 clusters Score -1.233288e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -12333670.000000 Penalty: 3733.125732
	Iteration 2Q: 3 clusters Score -1.233367e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -12334548.000000 Penalty: 3733.125732
	Iteration 3Q: 3 clusters Score -1.233455e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -12335833.000000 Penalty: 3733.125732
	Iteration 4Q: 3 clusters Score -1.233583e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -12337705.000000 Penalty: 3733.125732
	Iteration 5Q: 3 clusters Score -1.23377e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -12340877.000000 Penalty: 3733.125732
	Iteration 6F: 3 clusters Score -1.234088e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -12345563.000000 Penalty: 3733.125732
	Iteration 7F: 3 clusters Score -1.234556e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -12350949.000000 Penalty: 3733.125732
	Iteration 8F: 3 clusters Score -1.235095e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -12355612.000000 Penalty: 3733.125732
	Iteration 9F: 3 clusters Score -1.235561e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -12358550.000000 Penalty: 3733.125732
	Iteration 10Q: 3 clusters Score -1.235855e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -12360414.000000 Penalty: 3733.125732
	Iteration 11Q: 3 clusters Score -1.236041e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -12361819.000000 Penalty: 3733.125732
	Iteration 12Q: 3 clusters Score -1.236182e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -12363031.000000 Penalty: 3733.125732
	Iteration 13Q: 3 clusters Score -1.236303e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -12364032.000000 Penalty: 3733.125732
	Iteration 14Q: 3 clusters Score -1.236403e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -12365034.000000 Penalty: 3733.125732
	Iteration 15Q: 3 clusters Score -1.236503e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -12365935.000000 Penalty: 3733.125732
	Iteration 16Q: 3 clusters Score -1.236594e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -12366664.000000 Penalty: 3733.125732
	Iteration 17Q: 3 clusters Score -1.236666e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -12367212.000000 Penalty: 3733.125732
	Iteration 18Q: 3 clusters Score -1.236721e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -12367694.000000 Penalty: 3733.125732
	Iteration 19Q: 3 clusters Score -1.236769e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -12368001.000000 Penalty: 3733.125732
	Iteration 20F: 3 clusters Score -1.2368e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -12368197.000000 Penalty: 3733.125732
	Iteration 21Q: 3 clusters Score -1.23682e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -12368340.000000 Penalty: 3733.125732
	Iteration 22Q: 3 clusters Score -1.236834e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -12368474.000000 Penalty: 3733.125732
	Iteration 23Q: 3 clusters Score -1.236847e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -12368536.000000 Penalty: 3733.125732
	Iteration 24Q: 3 clusters Score -1.236854e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -12368574.000000 Penalty: 3733.125732
	Iteration 25Q: 3 clusters Score -1.236857e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12368617.000000 Penalty: 3733.125732
	Iteration 26Q: 3 clusters Score -1.236862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -12368631.000000 Penalty: 3733.125732
	Iteration 27Q: 3 clusters Score -1.236863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -12368642.000000 Penalty: 3733.125732
	Iteration 28Q: 3 clusters Score -1.236864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -12368662.000000 Penalty: 3733.125732
	Iteration 29Q: 3 clusters Score -1.236866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -12368669.000000 Penalty: 3733.125732
	Iteration 30Q: 3 clusters Score -1.236867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -12368673.000000 Penalty: 3733.125732
	Iteration 31Q: 3 clusters Score -1.236867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 96833 members 
Entering Unmasked Estep 
Score: -12368691.000000 Penalty: 3733.125732
	Iteration 32Q: 3 clusters Score -1.236869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -12368696.000000 Penalty: 3733.125732
	Iteration 33Q: 3 clusters Score -1.23687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -12368703.000000 Penalty: 3733.125732
	Iteration 34Q: 3 clusters Score -1.23687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -12368698.000000 Penalty: 3733.125732
	Iteration 35Q: 3 clusters Score -1.23687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -12368690.000000 Penalty: 3733.125732
	Iteration 36Q: 3 clusters Score -1.236869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -12368692.000000 Penalty: 3733.125732
	Iteration 37Q: 3 clusters Score -1.236869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -12368701.000000 Penalty: 3733.125732
	Iteration 38Q: 3 clusters Score -1.23687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -12368699.000000 Penalty: 3733.125732
	Iteration 39Q: 3 clusters Score -1.23687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -12368695.000000 Penalty: 3733.125732
	Iteration 40F: 3 clusters Score -1.23687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -12368700.000000 Penalty: 3733.125732
	Iteration 41Q: 3 clusters Score -1.23687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -12368692.000000 Penalty: 3733.125732
	Iteration 42Q: 3 clusters Score -1.236869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -12368691.000000 Penalty: 3733.125732
	Iteration 43Q: 3 clusters Score -1.236869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -12368690.000000 Penalty: 3733.125732
	Iteration 44Q: 3 clusters Score -1.236869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -12368690.000000 Penalty: 3733.125732
	Iteration 45F: 3 clusters Score -1.236869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Entering Unmasked Estep 
Score: -11582348.000000 Penalty: 1860.380249
	Iteration 0F: 2 clusters Score -1.158235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -11520351.000000 Penalty: 3720.760498
	Iteration 0F: 3 clusters Score -1.152035e+07 nChanged 44780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -11547035.000000 Penalty: 3720.760498
	Iteration 1F: 3 clusters Score -1.154704e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -11548486.000000 Penalty: 3720.760498
	Iteration 2Q: 3 clusters Score -1.154849e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -11550693.000000 Penalty: 3720.760498
	Iteration 3Q: 3 clusters Score -1.155069e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -11553953.000000 Penalty: 3720.760498
	Iteration 4F: 3 clusters Score -1.155395e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -11558308.000000 Penalty: 3720.760498
	Iteration 5F: 3 clusters Score -1.155831e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -11562807.000000 Penalty: 3720.760498
	Iteration 6F: 3 clusters Score -1.156281e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -11566591.000000 Penalty: 3720.760498
	Iteration 7F: 3 clusters Score -1.156659e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -11568858.000000 Penalty: 3720.760498
	Iteration 8Q: 3 clusters Score -1.156886e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -11569885.000000 Penalty: 3720.760498
	Iteration 9Q: 3 clusters Score -1.156988e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -11570305.000000 Penalty: 3720.760498
	Iteration 10Q: 3 clusters Score -1.15703e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -11570616.000000 Penalty: 3720.760498
	Iteration 11Q: 3 clusters Score -1.157062e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -11570815.000000 Penalty: 3720.760498
	Iteration 12Q: 3 clusters Score -1.157082e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -11571048.000000 Penalty: 3720.760498
	Iteration 13Q: 3 clusters Score -1.157105e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -11571197.000000 Penalty: 3720.760498
	Iteration 14Q: 3 clusters Score -1.15712e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -11571364.000000 Penalty: 3720.760498
	Iteration 15Q: 3 clusters Score -1.157136e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -11571496.000000 Penalty: 3720.760498
	Iteration 16Q: 3 clusters Score -1.15715e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -11571674.000000 Penalty: 3720.760498
	Iteration 17Q: 3 clusters Score -1.157167e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -11571799.000000 Penalty: 3720.760498
	Iteration 18Q: 3 clusters Score -1.15718e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -11571980.000000 Penalty: 3720.760498
	Iteration 19Q: 3 clusters Score -1.157198e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -11572058.000000 Penalty: 3720.760498
	Iteration 20F: 3 clusters Score -1.157206e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -11572204.000000 Penalty: 3720.760498
	Iteration 21Q: 3 clusters Score -1.15722e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -11572382.000000 Penalty: 3720.760498
	Iteration 22Q: 3 clusters Score -1.157238e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -11572472.000000 Penalty: 3720.760498
	Iteration 23Q: 3 clusters Score -1.157247e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -11572641.000000 Penalty: 3720.760498
	Iteration 24Q: 3 clusters Score -1.157264e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -11572882.000000 Penalty: 3720.760498
	Iteration 25Q: 3 clusters Score -1.157288e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -11573173.000000 Penalty: 3720.760498
	Iteration 26Q: 3 clusters Score -1.157317e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -11573572.000000 Penalty: 3720.760498
	Iteration 27Q: 3 clusters Score -1.157357e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -11574076.000000 Penalty: 3720.760498
	Iteration 28Q: 3 clusters Score -1.157408e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -11574665.000000 Penalty: 3720.760498
	Iteration 29Q: 3 clusters Score -1.157466e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -11575369.000000 Penalty: 3720.760498
	Iteration 30Q: 3 clusters Score -1.157537e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -11575970.000000 Penalty: 3720.760498
	Iteration 31Q: 3 clusters Score -1.157597e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -11576525.000000 Penalty: 3720.760498
	Iteration 32Q: 3 clusters Score -1.157652e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -11577085.000000 Penalty: 3720.760498
	Iteration 33Q: 3 clusters Score -1.157708e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -11577476.000000 Penalty: 3720.760498
	Iteration 34Q: 3 clusters Score -1.157748e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -11577842.000000 Penalty: 3720.760498
	Iteration 35Q: 3 clusters Score -1.157784e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -11578136.000000 Penalty: 3720.760498
	Iteration 36Q: 3 clusters Score -1.157814e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -11578411.000000 Penalty: 3720.760498
	Iteration 37Q: 3 clusters Score -1.157841e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -11578628.000000 Penalty: 3720.760498
	Iteration 38Q: 3 clusters Score -1.157863e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -11578830.000000 Penalty: 3720.760498
	Iteration 39Q: 3 clusters Score -1.157883e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -11579048.000000 Penalty: 3720.760498
	Iteration 40F: 3 clusters Score -1.157905e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -11579177.000000 Penalty: 3720.760498
	Iteration 41Q: 3 clusters Score -1.157918e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -11579274.000000 Penalty: 3720.760498
	Iteration 42Q: 3 clusters Score -1.157927e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -11579365.000000 Penalty: 3720.760498
	Iteration 43Q: 3 clusters Score -1.157936e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -11579564.000000 Penalty: 3720.760498
	Iteration 44Q: 3 clusters Score -1.157956e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -11579767.000000 Penalty: 3720.760498
	Iteration 45Q: 3 clusters Score -1.157977e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -11579818.000000 Penalty: 3720.760498
	Iteration 46Q: 3 clusters Score -1.157982e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -11579950.000000 Penalty: 3720.760498
	Iteration 47Q: 3 clusters Score -1.157995e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -11580023.000000 Penalty: 3720.760498
	Iteration 48Q: 3 clusters Score -1.158002e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -11580135.000000 Penalty: 3720.760498
	Iteration 49Q: 3 clusters Score -1.158014e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -11580194.000000 Penalty: 3720.760498
	Iteration 50Q: 3 clusters Score -1.158019e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -11580226.000000 Penalty: 3720.760498
	Iteration 51Q: 3 clusters Score -1.158023e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -11580306.000000 Penalty: 3720.760498
	Iteration 52Q: 3 clusters Score -1.158031e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -11580434.000000 Penalty: 3720.760498
	Iteration 53Q: 3 clusters Score -1.158043e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -11580481.000000 Penalty: 3720.760498
	Iteration 54Q: 3 clusters Score -1.158048e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -11580530.000000 Penalty: 3720.760498
	Iteration 55Q: 3 clusters Score -1.158053e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -11580584.000000 Penalty: 3720.760498
	Iteration 56Q: 3 clusters Score -1.158058e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -11580633.000000 Penalty: 3720.760498
	Iteration 57Q: 3 clusters Score -1.158063e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -11580646.000000 Penalty: 3720.760498
	Iteration 58Q: 3 clusters Score -1.158065e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -11580655.000000 Penalty: 3720.760498
	Iteration 59Q: 3 clusters Score -1.158066e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -11580741.000000 Penalty: 3720.760498
	Iteration 60F: 3 clusters Score -1.158074e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -11580792.000000 Penalty: 3720.760498
	Iteration 61Q: 3 clusters Score -1.158079e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -11580834.000000 Penalty: 3720.760498
	Iteration 62Q: 3 clusters Score -1.158083e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -11580838.000000 Penalty: 3720.760498
	Iteration 63Q: 3 clusters Score -1.158084e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -11580903.000000 Penalty: 3720.760498
	Iteration 64Q: 3 clusters Score -1.15809e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -11580974.000000 Penalty: 3720.760498
	Iteration 65Q: 3 clusters Score -1.158097e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -11581006.000000 Penalty: 3720.760498
	Iteration 66Q: 3 clusters Score -1.158101e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -11581035.000000 Penalty: 3720.760498
	Iteration 67Q: 3 clusters Score -1.158104e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -11581043.000000 Penalty: 3720.760498
	Iteration 68Q: 3 clusters Score -1.158104e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -11581068.000000 Penalty: 3720.760498
	Iteration 69Q: 3 clusters Score -1.158107e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -11581100.000000 Penalty: 3720.760498
	Iteration 70Q: 3 clusters Score -1.15811e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -11581093.000000 Penalty: 3720.760498
	Iteration 71Q: 3 clusters Score -1.158109e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -11581093.000000 Penalty: 3720.760498
	Iteration 72Q: 3 clusters Score -1.158109e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -11581106.000000 Penalty: 3720.760498
	Iteration 73Q: 3 clusters Score -1.158111e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -11581129.000000 Penalty: 3720.760498
	Iteration 74Q: 3 clusters Score -1.158113e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -11581116.000000 Penalty: 3720.760498
	Iteration 75Q: 3 clusters Score -1.158112e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -11581128.000000 Penalty: 3720.760498
	Iteration 76Q: 3 clusters Score -1.158113e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -11581134.000000 Penalty: 3720.760498
	Iteration 77Q: 3 clusters Score -1.158113e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
Score: -11581156.000000 Penalty: 3720.760498
	Iteration 78Q: 3 clusters Score -1.158116e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -11581189.000000 Penalty: 3720.760498
	Iteration 79Q: 3 clusters Score -1.158119e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -11581203.000000 Penalty: 3720.760498
	Iteration 80F: 3 clusters Score -1.15812e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -11581233.000000 Penalty: 3720.760498
	Iteration 81Q: 3 clusters Score -1.158123e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -11581235.000000 Penalty: 3720.760498
	Iteration 82Q: 3 clusters Score -1.158124e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -11581225.000000 Penalty: 3720.760498
	Iteration 83Q: 3 clusters Score -1.158122e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -11581207.000000 Penalty: 3720.760498
	Iteration 84Q: 3 clusters Score -1.158121e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -11581202.000000 Penalty: 3720.760498
	Iteration 85Q: 3 clusters Score -1.15812e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -11581224.000000 Penalty: 3720.760498
	Iteration 86Q: 3 clusters Score -1.158122e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -11581251.000000 Penalty: 3720.760498
	Iteration 87Q: 3 clusters Score -1.158125e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -11581266.000000 Penalty: 3720.760498
	Iteration 88Q: 3 clusters Score -1.158127e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -11581267.000000 Penalty: 3720.760498
	Iteration 89Q: 3 clusters Score -1.158127e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -11581285.000000 Penalty: 3720.760498
	Iteration 90Q: 3 clusters Score -1.158128e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -11581308.000000 Penalty: 3720.760498
	Iteration 91Q: 3 clusters Score -1.158131e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -11581336.000000 Penalty: 3720.760498
	Iteration 92Q: 3 clusters Score -1.158134e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -11581313.000000 Penalty: 3720.760498
	Iteration 93Q: 3 clusters Score -1.158131e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -11581293.000000 Penalty: 3720.760498
	Iteration 94Q: 3 clusters Score -1.158129e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -11581286.000000 Penalty: 3720.760498
	Iteration 95Q: 3 clusters Score -1.158129e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -11581300.000000 Penalty: 3720.760498
	Iteration 96Q: 3 clusters Score -1.15813e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -11581334.000000 Penalty: 3720.760498
	Iteration 97Q: 3 clusters Score -1.158133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -11581330.000000 Penalty: 3720.760498
	Iteration 98Q: 3 clusters Score -1.158133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -11581330.000000 Penalty: 3720.760498
	Iteration 99Q: 3 clusters Score -1.158133e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -11581359.000000 Penalty: 3720.760498
	Iteration 100F: 3 clusters Score -1.158136e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -11581332.000000 Penalty: 3720.760498
	Iteration 101Q: 3 clusters Score -1.158133e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -11581326.000000 Penalty: 3720.760498
	Iteration 102Q: 3 clusters Score -1.158133e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -11581315.000000 Penalty: 3720.760498
	Iteration 103Q: 3 clusters Score -1.158132e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -11581313.000000 Penalty: 3720.760498
	Iteration 104Q: 3 clusters Score -1.158131e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -11581310.000000 Penalty: 3720.760498
	Iteration 105Q: 3 clusters Score -1.158131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -11581300.000000 Penalty: 3720.760498
	Iteration 106Q: 3 clusters Score -1.15813e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -11581312.000000 Penalty: 3720.760498
	Iteration 107Q: 3 clusters Score -1.158131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -11581297.000000 Penalty: 3720.760498
	Iteration 108Q: 3 clusters Score -1.15813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -11581306.000000 Penalty: 3720.760498
	Iteration 109Q: 3 clusters Score -1.158131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -11581277.000000 Penalty: 3720.760498
	Iteration 110Q: 3 clusters Score -1.158128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -11581279.000000 Penalty: 3720.760498
	Iteration 111Q: 3 clusters Score -1.158128e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -11581286.000000 Penalty: 3720.760498
	Iteration 112Q: 3 clusters Score -1.158129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -11581293.000000 Penalty: 3720.760498
	Iteration 113Q: 3 clusters Score -1.158129e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -11581285.000000 Penalty: 3720.760498
	Iteration 114Q: 3 clusters Score -1.158128e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -11581306.000000 Penalty: 3720.760498
	Iteration 115Q: 3 clusters Score -1.158131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -11581286.000000 Penalty: 3720.760498
	Iteration 116Q: 3 clusters Score -1.158129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -11581293.000000 Penalty: 3720.760498
	Iteration 117Q: 3 clusters Score -1.158129e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -11581274.000000 Penalty: 3720.760498
	Iteration 118Q: 3 clusters Score -1.158127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -11581276.000000 Penalty: 3720.760498
	Iteration 119Q: 3 clusters Score -1.158128e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -11581255.000000 Penalty: 3720.760498
	Iteration 120F: 3 clusters Score -1.158126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -11581277.000000 Penalty: 3720.760498
	Iteration 121Q: 3 clusters Score -1.158128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -11581279.000000 Penalty: 3720.760498
	Iteration 122Q: 3 clusters Score -1.158128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -11581289.000000 Penalty: 3720.760498
	Iteration 123Q: 3 clusters Score -1.158129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -11581313.000000 Penalty: 3720.760498
	Iteration 124Q: 3 clusters Score -1.158131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -11581305.000000 Penalty: 3720.760498
	Iteration 125Q: 3 clusters Score -1.15813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -11581311.000000 Penalty: 3720.760498
	Iteration 126Q: 3 clusters Score -1.158131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -11581321.000000 Penalty: 3720.760498
	Iteration 127Q: 3 clusters Score -1.158132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -11581331.000000 Penalty: 3720.760498
	Iteration 128Q: 3 clusters Score -1.158133e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -11581323.000000 Penalty: 3720.760498
	Iteration 129Q: 3 clusters Score -1.158132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -11581322.000000 Penalty: 3720.760498
	Iteration 130Q: 3 clusters Score -1.158132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -11581334.000000 Penalty: 3720.760498
	Iteration 131Q: 3 clusters Score -1.158133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -11581335.000000 Penalty: 3720.760498
	Iteration 132Q: 3 clusters Score -1.158134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -11581335.000000 Penalty: 3720.760498
	Iteration 133Q: 3 clusters Score -1.158134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -11581325.000000 Penalty: 3720.760498
	Iteration 134Q: 3 clusters Score -1.158132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -11581337.000000 Penalty: 3720.760498
	Iteration 135Q: 3 clusters Score -1.158134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -11581344.000000 Penalty: 3720.760498
	Iteration 136Q: 3 clusters Score -1.158134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -11581351.000000 Penalty: 3720.760498
	Iteration 137Q: 3 clusters Score -1.158135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -11581344.000000 Penalty: 3720.760498
	Iteration 138Q: 3 clusters Score -1.158134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -11581343.000000 Penalty: 3720.760498
	Iteration 139Q: 3 clusters Score -1.158134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -11581339.000000 Penalty: 3720.760498
	Iteration 140F: 3 clusters Score -1.158134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -11581333.000000 Penalty: 3720.760498
	Iteration 141Q: 3 clusters Score -1.158133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -11581338.000000 Penalty: 3720.760498
	Iteration 142Q: 3 clusters Score -1.158134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -11581331.000000 Penalty: 3720.760498
	Iteration 143Q: 3 clusters Score -1.158133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -11581329.000000 Penalty: 3720.760498
	Iteration 144Q: 3 clusters Score -1.158133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -11581335.000000 Penalty: 3720.760498
	Iteration 145Q: 3 clusters Score -1.158134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -11581349.000000 Penalty: 3720.760498
	Iteration 146Q: 3 clusters Score -1.158135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -11581367.000000 Penalty: 3720.760498
	Iteration 147Q: 3 clusters Score -1.158137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -11581352.000000 Penalty: 3720.760498
	Iteration 148Q: 3 clusters Score -1.158135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -11581331.000000 Penalty: 3720.760498
	Iteration 149Q: 3 clusters Score -1.158133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -11581337.000000 Penalty: 3720.760498
	Iteration 150Q: 3 clusters Score -1.158134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -11581341.000000 Penalty: 3720.760498
	Iteration 151Q: 3 clusters Score -1.158134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -11581334.000000 Penalty: 3720.760498
	Iteration 152Q: 3 clusters Score -1.158133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 81081 members 
Entering Unmasked Estep 
Score: -11581347.000000 Penalty: 3720.760498
	Iteration 153Q: 3 clusters Score -1.158135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -11581352.000000 Penalty: 3720.760498
	Iteration 154Q: 3 clusters Score -1.158135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -11581346.000000 Penalty: 3720.760498
	Iteration 155Q: 3 clusters Score -1.158135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -11581361.000000 Penalty: 3720.760498
	Iteration 156Q: 3 clusters Score -1.158136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -11581352.000000 Penalty: 3720.760498
	Iteration 157Q: 3 clusters Score -1.158135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -11581345.000000 Penalty: 3720.760498
	Iteration 158Q: 3 clusters Score -1.158134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -11581351.000000 Penalty: 3720.760498
	Iteration 159Q: 3 clusters Score -1.158135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -11581353.000000 Penalty: 3720.760498
	Iteration 160F: 3 clusters Score -1.158135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -11581359.000000 Penalty: 3720.760498
	Iteration 161Q: 3 clusters Score -1.158136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -11581358.000000 Penalty: 3720.760498
	Iteration 162Q: 3 clusters Score -1.158136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -11581350.000000 Penalty: 3720.760498
	Iteration 163Q: 3 clusters Score -1.158135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -11581347.000000 Penalty: 3720.760498
	Iteration 164Q: 3 clusters Score -1.158135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -11581358.000000 Penalty: 3720.760498
	Iteration 165Q: 3 clusters Score -1.158136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -11581358.000000 Penalty: 3720.760498
	Iteration 166F: 3 clusters Score -1.158136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -232809.796875 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -232809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -230813.937500 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -230813.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -231266.218750 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -231266.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -231375.562500 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -231375.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231460.687500 Penalty: 2459.555420
	Iteration 3Q: 3 clusters Score -231460.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -231538.921875 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -231538.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -231593.218750 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -231593.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -231635.312500 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -231635.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -231668.546875 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -231668.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -231697.109375 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -231697.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -231718.218750 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -231718.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -231741.578125 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -231741.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -231779.250000 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -231779.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -231806.031250 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -231806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -231827.531250 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -231827.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -231840.625000 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -231840.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -231855.296875 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -231855.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -231864.484375 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -231864.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -231873.312500 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -231873.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -231883.984375 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -231884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -231890.109375 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -231890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -231893.468750 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -231893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -231895.562500 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -231895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -231896.609375 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -231896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -231897.109375 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -231897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -231897.109375 Penalty: 2459.555420
	Iteration 24F: 3 clusters Score -231897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -152727.640625 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -152727.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151107.156250 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -151107.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151569.671875 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -151569.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151868.687500 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -151868.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152201.562500 Penalty: 2345.669189
	Iteration 3F: 3 clusters Score -152201.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152409.015625 Penalty: 2345.669189
	Iteration 4F: 3 clusters Score -152409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152513.421875 Penalty: 2345.669189
	Iteration 5F: 3 clusters Score -152513.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152549.203125 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -152549.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152566.093750 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -152566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152572.046875 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -152572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152574.671875 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -152574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152575.875000 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -152575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152575.875000 Penalty: 2345.669189
	Iteration 11F: 3 clusters Score -152575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -55974.226562 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -55974.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54929.101562 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -54929.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55205.375000 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -55205.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55371.847656 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -55371.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55440.027344 Penalty: 2049.539551
	Iteration 3Q: 3 clusters Score -55440.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55468.027344 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -55468.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55489.589844 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -55489.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55500.289062 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -55500.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55510.304688 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -55510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55517.226562 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -55517.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55520.171875 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -55520.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55521.035156 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -55521.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55521.316406 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -55521.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55524.820312 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -55524.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55524.820312 Penalty: 2049.539551
	Iteration 13F: 3 clusters Score -55524.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Entering Unmasked Estep 
Score: -13875426.000000 Penalty: 1886.947266
	Iteration 0F: 2 clusters Score -1.387543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -13803323.000000 Penalty: 3773.894531
	Iteration 0F: 3 clusters Score -1.380332e+07 nChanged 52897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -13835197.000000 Penalty: 3773.894531
	Iteration 1F: 3 clusters Score -1.38352e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -13837299.000000 Penalty: 3773.894531
	Iteration 2Q: 3 clusters Score -1.38373e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -13840327.000000 Penalty: 3773.894531
	Iteration 3F: 3 clusters Score -1.384033e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -13845089.000000 Penalty: 3773.894531
	Iteration 4F: 3 clusters Score -1.384509e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -13851211.000000 Penalty: 3773.894531
	Iteration 5F: 3 clusters Score -1.385121e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -13857127.000000 Penalty: 3773.894531
	Iteration 6F: 3 clusters Score -1.385713e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -13860456.000000 Penalty: 3773.894531
	Iteration 7F: 3 clusters Score -1.386046e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -13861691.000000 Penalty: 3773.894531
	Iteration 8Q: 3 clusters Score -1.386169e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -13862126.000000 Penalty: 3773.894531
	Iteration 9Q: 3 clusters Score -1.386213e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -13862443.000000 Penalty: 3773.894531
	Iteration 10Q: 3 clusters Score -1.386244e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -13862697.000000 Penalty: 3773.894531
	Iteration 11Q: 3 clusters Score -1.38627e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -13862883.000000 Penalty: 3773.894531
	Iteration 12Q: 3 clusters Score -1.386288e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -13863158.000000 Penalty: 3773.894531
	Iteration 13Q: 3 clusters Score -1.386316e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -13863396.000000 Penalty: 3773.894531
	Iteration 14Q: 3 clusters Score -1.38634e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -13863684.000000 Penalty: 3773.894531
	Iteration 15Q: 3 clusters Score -1.386368e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -13864034.000000 Penalty: 3773.894531
	Iteration 16Q: 3 clusters Score -1.386403e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -13864374.000000 Penalty: 3773.894531
	Iteration 17Q: 3 clusters Score -1.386437e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -13864740.000000 Penalty: 3773.894531
	Iteration 18Q: 3 clusters Score -1.386474e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -13865088.000000 Penalty: 3773.894531
	Iteration 19Q: 3 clusters Score -1.386509e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -13865418.000000 Penalty: 3773.894531
	Iteration 20F: 3 clusters Score -1.386542e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -13865675.000000 Penalty: 3773.894531
	Iteration 21Q: 3 clusters Score -1.386568e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -13866077.000000 Penalty: 3773.894531
	Iteration 22Q: 3 clusters Score -1.386608e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -13866409.000000 Penalty: 3773.894531
	Iteration 23Q: 3 clusters Score -1.386641e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -13866752.000000 Penalty: 3773.894531
	Iteration 24Q: 3 clusters Score -1.386675e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -13867152.000000 Penalty: 3773.894531
	Iteration 25Q: 3 clusters Score -1.386715e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -13867609.000000 Penalty: 3773.894531
	Iteration 26Q: 3 clusters Score -1.386761e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -13868017.000000 Penalty: 3773.894531
	Iteration 27Q: 3 clusters Score -1.386802e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -13868400.000000 Penalty: 3773.894531
	Iteration 28Q: 3 clusters Score -1.38684e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -13868816.000000 Penalty: 3773.894531
	Iteration 29Q: 3 clusters Score -1.386882e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -13869164.000000 Penalty: 3773.894531
	Iteration 30Q: 3 clusters Score -1.386916e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -13869687.000000 Penalty: 3773.894531
	Iteration 31Q: 3 clusters Score -1.386969e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -13870118.000000 Penalty: 3773.894531
	Iteration 32Q: 3 clusters Score -1.387012e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -13870570.000000 Penalty: 3773.894531
	Iteration 33Q: 3 clusters Score -1.387057e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -13870998.000000 Penalty: 3773.894531
	Iteration 34Q: 3 clusters Score -1.3871e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -13871291.000000 Penalty: 3773.894531
	Iteration 35Q: 3 clusters Score -1.387129e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -13871684.000000 Penalty: 3773.894531
	Iteration 36Q: 3 clusters Score -1.387168e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -13872018.000000 Penalty: 3773.894531
	Iteration 37Q: 3 clusters Score -1.387202e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -13872437.000000 Penalty: 3773.894531
	Iteration 38Q: 3 clusters Score -1.387244e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -13872811.000000 Penalty: 3773.894531
	Iteration 39Q: 3 clusters Score -1.387281e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -13873166.000000 Penalty: 3773.894531
	Iteration 40F: 3 clusters Score -1.387317e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -13873482.000000 Penalty: 3773.894531
	Iteration 41Q: 3 clusters Score -1.387348e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -13873718.000000 Penalty: 3773.894531
	Iteration 42Q: 3 clusters Score -1.387372e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -13873918.000000 Penalty: 3773.894531
	Iteration 43Q: 3 clusters Score -1.387392e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -13874106.000000 Penalty: 3773.894531
	Iteration 44Q: 3 clusters Score -1.387411e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -13874205.000000 Penalty: 3773.894531
	Iteration 45Q: 3 clusters Score -1.38742e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -13874352.000000 Penalty: 3773.894531
	Iteration 46Q: 3 clusters Score -1.387435e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -13874486.000000 Penalty: 3773.894531
	Iteration 47Q: 3 clusters Score -1.387449e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -13874612.000000 Penalty: 3773.894531
	Iteration 48Q: 3 clusters Score -1.387461e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -13874650.000000 Penalty: 3773.894531
	Iteration 49Q: 3 clusters Score -1.387465e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -13874655.000000 Penalty: 3773.894531
	Iteration 50Q: 3 clusters Score -1.387466e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -13874653.000000 Penalty: 3773.894531
	Iteration 51Q: 3 clusters Score -1.387465e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -13874627.000000 Penalty: 3773.894531
	Iteration 52Q: 3 clusters Score -1.387463e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13874574.000000 Penalty: 3773.894531
	Iteration 53Q: 3 clusters Score -1.387457e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -13874562.000000 Penalty: 3773.894531
	Iteration 54Q: 3 clusters Score -1.387456e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -13874556.000000 Penalty: 3773.894531
	Iteration 55Q: 3 clusters Score -1.387456e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13874548.000000 Penalty: 3773.894531
	Iteration 56Q: 3 clusters Score -1.387455e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13874536.000000 Penalty: 3773.894531
	Iteration 57Q: 3 clusters Score -1.387454e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13874498.000000 Penalty: 3773.894531
	Iteration 58Q: 3 clusters Score -1.38745e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13874503.000000 Penalty: 3773.894531
	Iteration 59Q: 3 clusters Score -1.38745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13874465.000000 Penalty: 3773.894531
	Iteration 60F: 3 clusters Score -1.387446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13874475.000000 Penalty: 3773.894531
	Iteration 61Q: 3 clusters Score -1.387448e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13874476.000000 Penalty: 3773.894531
	Iteration 62Q: 3 clusters Score -1.387448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13874459.000000 Penalty: 3773.894531
	Iteration 63Q: 3 clusters Score -1.387446e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13874479.000000 Penalty: 3773.894531
	Iteration 64Q: 3 clusters Score -1.387448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13874473.000000 Penalty: 3773.894531
	Iteration 65Q: 3 clusters Score -1.387447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -13874476.000000 Penalty: 3773.894531
	Iteration 66Q: 3 clusters Score -1.387448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13874475.000000 Penalty: 3773.894531
	Iteration 67Q: 3 clusters Score -1.387448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13874473.000000 Penalty: 3773.894531
	Iteration 68Q: 3 clusters Score -1.387447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13874468.000000 Penalty: 3773.894531
	Iteration 69Q: 3 clusters Score -1.387447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13874483.000000 Penalty: 3773.894531
	Iteration 70Q: 3 clusters Score -1.387448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13874490.000000 Penalty: 3773.894531
	Iteration 71Q: 3 clusters Score -1.387449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13874480.000000 Penalty: 3773.894531
	Iteration 72Q: 3 clusters Score -1.387448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -13874486.000000 Penalty: 3773.894531
	Iteration 73Q: 3 clusters Score -1.387449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13874479.000000 Penalty: 3773.894531
	Iteration 74Q: 3 clusters Score -1.387448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13874478.000000 Penalty: 3773.894531
	Iteration 75Q: 3 clusters Score -1.387448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13874477.000000 Penalty: 3773.894531
	Iteration 76Q: 3 clusters Score -1.387448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13874484.000000 Penalty: 3773.894531
	Iteration 77Q: 3 clusters Score -1.387448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13874487.000000 Penalty: 3773.894531
	Iteration 78Q: 3 clusters Score -1.387449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13874480.000000 Penalty: 3773.894531
	Iteration 79Q: 3 clusters Score -1.387448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13874494.000000 Penalty: 3773.894531
	Iteration 80F: 3 clusters Score -1.387449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13874492.000000 Penalty: 3773.894531
	Iteration 81Q: 3 clusters Score -1.387449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13874491.000000 Penalty: 3773.894531
	Iteration 82Q: 3 clusters Score -1.387449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13874490.000000 Penalty: 3773.894531
	Iteration 83Q: 3 clusters Score -1.387449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13874494.000000 Penalty: 3773.894531
	Iteration 84Q: 3 clusters Score -1.387449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -13874495.000000 Penalty: 3773.894531
	Iteration 85Q: 3 clusters Score -1.38745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13874502.000000 Penalty: 3773.894531
	Iteration 86Q: 3 clusters Score -1.38745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109236 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13874496.000000 Penalty: 3773.894531
	Iteration 87Q: 3 clusters Score -1.38745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13874492.000000 Penalty: 3773.894531
	Iteration 88Q: 3 clusters Score -1.387449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13874497.000000 Penalty: 3773.894531
	Iteration 89Q: 3 clusters Score -1.38745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13874497.000000 Penalty: 3773.894531
	Iteration 90F: 3 clusters Score -1.38745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Entering Unmasked Estep 
Score: -13534259.000000 Penalty: 1882.249878
	Iteration 0F: 2 clusters Score -1.353426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -13463105.000000 Penalty: 3764.499756
	Iteration 0F: 3 clusters Score -1.34631e+07 nChanged 51357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -13493322.000000 Penalty: 3764.499756
	Iteration 1F: 3 clusters Score -1.349332e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -13494389.000000 Penalty: 3764.499756
	Iteration 2Q: 3 clusters Score -1.349439e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -13495776.000000 Penalty: 3764.499756
	Iteration 3Q: 3 clusters Score -1.349578e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -13497806.000000 Penalty: 3764.499756
	Iteration 4Q: 3 clusters Score -1.349781e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -13500140.000000 Penalty: 3764.499756
	Iteration 5Q: 3 clusters Score -1.350014e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -13503232.000000 Penalty: 3764.499756
	Iteration 6F: 3 clusters Score -1.350323e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -13506759.000000 Penalty: 3764.499756
	Iteration 7F: 3 clusters Score -1.350676e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -13510996.000000 Penalty: 3764.499756
	Iteration 8F: 3 clusters Score -1.3511e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -13514872.000000 Penalty: 3764.499756
	Iteration 9F: 3 clusters Score -1.351487e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -13517318.000000 Penalty: 3764.499756
	Iteration 10Q: 3 clusters Score -1.351732e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -13518545.000000 Penalty: 3764.499756
	Iteration 11Q: 3 clusters Score -1.351854e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -13519055.000000 Penalty: 3764.499756
	Iteration 12Q: 3 clusters Score -1.351906e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -13519274.000000 Penalty: 3764.499756
	Iteration 13Q: 3 clusters Score -1.351927e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -13519429.000000 Penalty: 3764.499756
	Iteration 14Q: 3 clusters Score -1.351943e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -13519563.000000 Penalty: 3764.499756
	Iteration 15Q: 3 clusters Score -1.351956e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -13519666.000000 Penalty: 3764.499756
	Iteration 16Q: 3 clusters Score -1.351967e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -13519779.000000 Penalty: 3764.499756
	Iteration 17Q: 3 clusters Score -1.351978e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -13519910.000000 Penalty: 3764.499756
	Iteration 18Q: 3 clusters Score -1.351991e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -13520007.000000 Penalty: 3764.499756
	Iteration 19Q: 3 clusters Score -1.352001e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -13520054.000000 Penalty: 3764.499756
	Iteration 20F: 3 clusters Score -1.352005e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -13520117.000000 Penalty: 3764.499756
	Iteration 21Q: 3 clusters Score -1.352012e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -13520200.000000 Penalty: 3764.499756
	Iteration 22Q: 3 clusters Score -1.35202e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -13520346.000000 Penalty: 3764.499756
	Iteration 23Q: 3 clusters Score -1.352035e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -13520468.000000 Penalty: 3764.499756
	Iteration 24Q: 3 clusters Score -1.352047e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -13520548.000000 Penalty: 3764.499756
	Iteration 25Q: 3 clusters Score -1.352055e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -13520598.000000 Penalty: 3764.499756
	Iteration 26Q: 3 clusters Score -1.35206e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -13520682.000000 Penalty: 3764.499756
	Iteration 27Q: 3 clusters Score -1.352068e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -13520758.000000 Penalty: 3764.499756
	Iteration 28Q: 3 clusters Score -1.352076e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -13520812.000000 Penalty: 3764.499756
	Iteration 29Q: 3 clusters Score -1.352081e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -13520856.000000 Penalty: 3764.499756
	Iteration 30Q: 3 clusters Score -1.352086e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -13520847.000000 Penalty: 3764.499756
	Iteration 31Q: 3 clusters Score -1.352085e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -13520849.000000 Penalty: 3764.499756
	Iteration 32Q: 3 clusters Score -1.352085e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -13520909.000000 Penalty: 3764.499756
	Iteration 33Q: 3 clusters Score -1.352091e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -13520932.000000 Penalty: 3764.499756
	Iteration 34Q: 3 clusters Score -1.352093e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -13520973.000000 Penalty: 3764.499756
	Iteration 35Q: 3 clusters Score -1.352097e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -13521022.000000 Penalty: 3764.499756
	Iteration 36Q: 3 clusters Score -1.352102e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -13521046.000000 Penalty: 3764.499756
	Iteration 37Q: 3 clusters Score -1.352105e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -13521108.000000 Penalty: 3764.499756
	Iteration 38Q: 3 clusters Score -1.352111e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -13521136.000000 Penalty: 3764.499756
	Iteration 39Q: 3 clusters Score -1.352114e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -13521170.000000 Penalty: 3764.499756
	Iteration 40F: 3 clusters Score -1.352117e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -13521237.000000 Penalty: 3764.499756
	Iteration 41Q: 3 clusters Score -1.352124e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -13521318.000000 Penalty: 3764.499756
	Iteration 42Q: 3 clusters Score -1.352132e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -13521340.000000 Penalty: 3764.499756
	Iteration 43Q: 3 clusters Score -1.352134e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -13521354.000000 Penalty: 3764.499756
	Iteration 44Q: 3 clusters Score -1.352135e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -13521400.000000 Penalty: 3764.499756
	Iteration 45Q: 3 clusters Score -1.35214e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -13521491.000000 Penalty: 3764.499756
	Iteration 46Q: 3 clusters Score -1.352149e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -13521535.000000 Penalty: 3764.499756
	Iteration 47Q: 3 clusters Score -1.352154e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -13521688.000000 Penalty: 3764.499756
	Iteration 48Q: 3 clusters Score -1.352169e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -13521748.000000 Penalty: 3764.499756
	Iteration 49Q: 3 clusters Score -1.352175e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -13521978.000000 Penalty: 3764.499756
	Iteration 50Q: 3 clusters Score -1.352198e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -13522050.000000 Penalty: 3764.499756
	Iteration 51Q: 3 clusters Score -1.352205e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -13522168.000000 Penalty: 3764.499756
	Iteration 52Q: 3 clusters Score -1.352217e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -13522436.000000 Penalty: 3764.499756
	Iteration 53Q: 3 clusters Score -1.352244e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -13522605.000000 Penalty: 3764.499756
	Iteration 54Q: 3 clusters Score -1.35226e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -13522790.000000 Penalty: 3764.499756
	Iteration 55Q: 3 clusters Score -1.352279e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -13523094.000000 Penalty: 3764.499756
	Iteration 56Q: 3 clusters Score -1.352309e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -13523452.000000 Penalty: 3764.499756
	Iteration 57Q: 3 clusters Score -1.352345e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -13523837.000000 Penalty: 3764.499756
	Iteration 58Q: 3 clusters Score -1.352384e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -13524267.000000 Penalty: 3764.499756
	Iteration 59Q: 3 clusters Score -1.352427e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -13524783.000000 Penalty: 3764.499756
	Iteration 60F: 3 clusters Score -1.352478e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -13525297.000000 Penalty: 3764.499756
	Iteration 61Q: 3 clusters Score -1.35253e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -13525935.000000 Penalty: 3764.499756
	Iteration 62Q: 3 clusters Score -1.352594e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -13526648.000000 Penalty: 3764.499756
	Iteration 63Q: 3 clusters Score -1.352665e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -13527320.000000 Penalty: 3764.499756
	Iteration 64Q: 3 clusters Score -1.352732e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -13528050.000000 Penalty: 3764.499756
	Iteration 65Q: 3 clusters Score -1.352805e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -13528723.000000 Penalty: 3764.499756
	Iteration 66Q: 3 clusters Score -1.352872e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -13529475.000000 Penalty: 3764.499756
	Iteration 67Q: 3 clusters Score -1.352948e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -13530239.000000 Penalty: 3764.499756
	Iteration 68Q: 3 clusters Score -1.353024e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -13530829.000000 Penalty: 3764.499756
	Iteration 69Q: 3 clusters Score -1.353083e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -13531219.000000 Penalty: 3764.499756
	Iteration 70Q: 3 clusters Score -1.353122e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -13531539.000000 Penalty: 3764.499756
	Iteration 71Q: 3 clusters Score -1.353154e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -13531785.000000 Penalty: 3764.499756
	Iteration 72Q: 3 clusters Score -1.353178e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -13531967.000000 Penalty: 3764.499756
	Iteration 73Q: 3 clusters Score -1.353197e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -13532135.000000 Penalty: 3764.499756
	Iteration 74Q: 3 clusters Score -1.353214e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -13532243.000000 Penalty: 3764.499756
	Iteration 75Q: 3 clusters Score -1.353224e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -13532353.000000 Penalty: 3764.499756
	Iteration 76Q: 3 clusters Score -1.353235e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -13532426.000000 Penalty: 3764.499756
	Iteration 77Q: 3 clusters Score -1.353243e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -13532498.000000 Penalty: 3764.499756
	Iteration 78Q: 3 clusters Score -1.35325e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -13532520.000000 Penalty: 3764.499756
	Iteration 79Q: 3 clusters Score -1.353252e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 105361 members 
Entering Unmasked Estep 
Score: -13532552.000000 Penalty: 3764.499756
	Iteration 80F: 3 clusters Score -1.353255e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -13532585.000000 Penalty: 3764.499756
	Iteration 81Q: 3 clusters Score -1.353258e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -13532606.000000 Penalty: 3764.499756
	Iteration 82Q: 3 clusters Score -1.353261e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 105587 members 
Entering Unmasked Estep 
Score: -13532648.000000 Penalty: 3764.499756
	Iteration 83Q: 3 clusters Score -1.353265e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -13532633.000000 Penalty: 3764.499756
	Iteration 84Q: 3 clusters Score -1.353263e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -13532667.000000 Penalty: 3764.499756
	Iteration 85Q: 3 clusters Score -1.353267e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -13532678.000000 Penalty: 3764.499756
	Iteration 86Q: 3 clusters Score -1.353268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -13532683.000000 Penalty: 3764.499756
	Iteration 87Q: 3 clusters Score -1.353268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -13532691.000000 Penalty: 3764.499756
	Iteration 88Q: 3 clusters Score -1.353269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -13532703.000000 Penalty: 3764.499756
	Iteration 89Q: 3 clusters Score -1.35327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -13532700.000000 Penalty: 3764.499756
	Iteration 90Q: 3 clusters Score -1.35327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -13532730.000000 Penalty: 3764.499756
	Iteration 91Q: 3 clusters Score -1.353273e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -13532739.000000 Penalty: 3764.499756
	Iteration 92Q: 3 clusters Score -1.353274e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -13532761.000000 Penalty: 3764.499756
	Iteration 93Q: 3 clusters Score -1.353276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -13532767.000000 Penalty: 3764.499756
	Iteration 94Q: 3 clusters Score -1.353277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 105946 members 
Entering Unmasked Estep 
Score: -13532770.000000 Penalty: 3764.499756
	Iteration 95Q: 3 clusters Score -1.353277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 105962 members 
Entering Unmasked Estep 
Score: -13532782.000000 Penalty: 3764.499756
	Iteration 96Q: 3 clusters Score -1.353278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -13532797.000000 Penalty: 3764.499756
	Iteration 97Q: 3 clusters Score -1.35328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -13532812.000000 Penalty: 3764.499756
	Iteration 98Q: 3 clusters Score -1.353281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -13532805.000000 Penalty: 3764.499756
	Iteration 99Q: 3 clusters Score -1.35328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -13532803.000000 Penalty: 3764.499756
	Iteration 100F: 3 clusters Score -1.35328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -13532806.000000 Penalty: 3764.499756
	Iteration 101Q: 3 clusters Score -1.353281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13532804.000000 Penalty: 3764.499756
	Iteration 102Q: 3 clusters Score -1.35328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -13532797.000000 Penalty: 3764.499756
	Iteration 103Q: 3 clusters Score -1.35328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 106055 members 
Entering Unmasked Estep 
Score: -13532800.000000 Penalty: 3764.499756
	Iteration 104Q: 3 clusters Score -1.35328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -13532795.000000 Penalty: 3764.499756
	Iteration 105Q: 3 clusters Score -1.35328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -13532788.000000 Penalty: 3764.499756
	Iteration 106Q: 3 clusters Score -1.353279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -13532793.000000 Penalty: 3764.499756
	Iteration 107Q: 3 clusters Score -1.353279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -13532783.000000 Penalty: 3764.499756
	Iteration 108Q: 3 clusters Score -1.353278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -13532788.000000 Penalty: 3764.499756
	Iteration 109Q: 3 clusters Score -1.353279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -13532783.000000 Penalty: 3764.499756
	Iteration 110Q: 3 clusters Score -1.353278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -13532783.000000 Penalty: 3764.499756
	Iteration 111F: 3 clusters Score -1.353278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -19539.919922 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -19539.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18802.119141 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -18802.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18984.740234 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -18984.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19141.865234 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -19141.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19235.726562 Penalty: 1821.885620
	Iteration 3F: 3 clusters Score -19235.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19389.771484 Penalty: 1821.885620
	Iteration 4F: 3 clusters Score -19389.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19531.277344 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -19531.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19603.162109 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -19603.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19614.304688 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -19614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19616.677734 Penalty: 1821.885620
	Iteration 8Q: 3 clusters Score -19616.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19616.677734 Penalty: 1821.885620
	Iteration 9F: 3 clusters Score -19616.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97826 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113230 members 
Mstep: Class 7 contains 105657 members 
Mstep: Class 8 contains 107637 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43796 members 
Mstep: Class 17 contains 97396 members 
Mstep: Class 18 contains 93760 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110413 members 
Mstep: Class 23 contains 107267 members 
Mstep: Class 24 contains 122 members 
Mstep: Class 25 contains 49375 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14078 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110533 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 6559 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15670 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Mstep: Class 42 contains 150 members 
Entering Unmasked Estep 
Score: -141746576.000000 Penalty: 95283.945312
Splitting cluster 24 changes total score from -141747728.000000 to -141746576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (49375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Entering Unmasked Estep 
Score: -6042266.000000 Penalty: 1756.169922
	Iteration 0F: 2 clusters Score -6042266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -6009267.500000 Penalty: 3512.339844
	Iteration 0F: 3 clusters Score -6009268 nChanged 22990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -6022361.000000 Penalty: 3512.339844
	Iteration 1F: 3 clusters Score -6022361 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -6022949.500000 Penalty: 3512.339844
	Iteration 2Q: 3 clusters Score -6022950 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -6023620.000000 Penalty: 3512.339844
	Iteration 3Q: 3 clusters Score -6023620 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6024609.500000 Penalty: 3512.339844
	Iteration 4Q: 3 clusters Score -6024610 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -6026254.500000 Penalty: 3512.339844
	Iteration 5F: 3 clusters Score -6026254 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -6028644.500000 Penalty: 3512.339844
	Iteration 6F: 3 clusters Score -6028644 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -6031807.000000 Penalty: 3512.339844
	Iteration 7F: 3 clusters Score -6031807 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -6035143.500000 Penalty: 3512.339844
	Iteration 8F: 3 clusters Score -6035144 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6037849.500000 Penalty: 3512.339844
	Iteration 9F: 3 clusters Score -6037850 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -6039421.500000 Penalty: 3512.339844
	Iteration 10Q: 3 clusters Score -6039422 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -6040175.500000 Penalty: 3512.339844
	Iteration 11Q: 3 clusters Score -6040176 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6040502.000000 Penalty: 3512.339844
	Iteration 12Q: 3 clusters Score -6040502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -6040616.500000 Penalty: 3512.339844
	Iteration 13Q: 3 clusters Score -6040616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -6040679.500000 Penalty: 3512.339844
	Iteration 14Q: 3 clusters Score -6040680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -6040708.500000 Penalty: 3512.339844
	Iteration 15Q: 3 clusters Score -6040708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6040732.000000 Penalty: 3512.339844
	Iteration 16Q: 3 clusters Score -6040732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -6040734.500000 Penalty: 3512.339844
	Iteration 17Q: 3 clusters Score -6040734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -6040747.000000 Penalty: 3512.339844
	Iteration 18Q: 3 clusters Score -6040747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -6040761.000000 Penalty: 3512.339844
	Iteration 19Q: 3 clusters Score -6040761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -6040774.500000 Penalty: 3512.339844
	Iteration 20F: 3 clusters Score -6040774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -6040785.500000 Penalty: 3512.339844
	Iteration 21Q: 3 clusters Score -6040786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -6040800.500000 Penalty: 3512.339844
	Iteration 22Q: 3 clusters Score -6040800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -6040805.500000 Penalty: 3512.339844
	Iteration 23Q: 3 clusters Score -6040806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -6040807.000000 Penalty: 3512.339844
	Iteration 24Q: 3 clusters Score -6040807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6040810.000000 Penalty: 3512.339844
	Iteration 25Q: 3 clusters Score -6040810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6040810.000000 Penalty: 3512.339844
	Iteration 26F: 3 clusters Score -6040810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -8768.396484 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -8768.396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8067.355469 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -8067.355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8275.447266 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -8275.447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8348.686523 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -8348.687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8414.638672 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -8414.639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8431.881836 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -8431.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8434.480469 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -8434.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8438.647461 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -8438.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8438.647461 Penalty: 1770.189575
	Iteration 7F: 3 clusters Score -8438.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Entering Unmasked Estep 
Score: -1735171.250000 Penalty: 1552.259766
	Iteration 0F: 2 clusters Score -1735171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1725369.375000 Penalty: 3104.519531
	Iteration 0F: 3 clusters Score -1725369 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1728579.250000 Penalty: 3104.519531
	Iteration 1F: 3 clusters Score -1728579 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1728880.375000 Penalty: 3104.519531
	Iteration 2F: 3 clusters Score -1728880 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1729132.875000 Penalty: 3104.519531
	Iteration 3Q: 3 clusters Score -1729133 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1729346.125000 Penalty: 3104.519531
	Iteration 4Q: 3 clusters Score -1729346 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1729611.250000 Penalty: 3104.519531
	Iteration 5Q: 3 clusters Score -1729611 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1729950.875000 Penalty: 3104.519531
	Iteration 6Q: 3 clusters Score -1729951 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1730514.125000 Penalty: 3104.519531
	Iteration 7F: 3 clusters Score -1730514 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1731210.875000 Penalty: 3104.519531
	Iteration 8F: 3 clusters Score -1731211 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1731902.875000 Penalty: 3104.519531
	Iteration 9F: 3 clusters Score -1731903 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1732521.250000 Penalty: 3104.519531
	Iteration 10F: 3 clusters Score -1732521 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1732995.750000 Penalty: 3104.519531
	Iteration 11Q: 3 clusters Score -1732996 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1733331.250000 Penalty: 3104.519531
	Iteration 12Q: 3 clusters Score -1733331 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1733514.250000 Penalty: 3104.519531
	Iteration 13Q: 3 clusters Score -1733514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1733621.625000 Penalty: 3104.519531
	Iteration 14Q: 3 clusters Score -1733622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1733688.750000 Penalty: 3104.519531
	Iteration 15Q: 3 clusters Score -1733689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1733725.250000 Penalty: 3104.519531
	Iteration 16Q: 3 clusters Score -1733725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1733747.250000 Penalty: 3104.519531
	Iteration 17Q: 3 clusters Score -1733747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1733768.875000 Penalty: 3104.519531
	Iteration 18Q: 3 clusters Score -1733769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1733781.125000 Penalty: 3104.519531
	Iteration 19Q: 3 clusters Score -1733781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1733791.750000 Penalty: 3104.519531
	Iteration 20F: 3 clusters Score -1733792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1733804.250000 Penalty: 3104.519531
	Iteration 21Q: 3 clusters Score -1733804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1733808.375000 Penalty: 3104.519531
	Iteration 22Q: 3 clusters Score -1733808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1733813.625000 Penalty: 3104.519531
	Iteration 23Q: 3 clusters Score -1733814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1733815.625000 Penalty: 3104.519531
	Iteration 24Q: 3 clusters Score -1733816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1733816.375000 Penalty: 3104.519531
	Iteration 25Q: 3 clusters Score -1733816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1733816.875000 Penalty: 3104.519531
	Iteration 26Q: 3 clusters Score -1733817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1733824.625000 Penalty: 3104.519531
	Iteration 27Q: 3 clusters Score -1733825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1733825.375000 Penalty: 3104.519531
	Iteration 28Q: 3 clusters Score -1733825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1733825.375000 Penalty: 3104.519531
	Iteration 29F: 3 clusters Score -1733825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Entering Unmasked Estep 
Score: -1228424.625000 Penalty: 1503.848511
	Iteration 0F: 2 clusters Score -1228425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1220928.375000 Penalty: 3007.697021
	Iteration 0F: 3 clusters Score -1220928 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1223409.875000 Penalty: 3007.697021
	Iteration 1F: 3 clusters Score -1223410 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1223722.875000 Penalty: 3007.697021
	Iteration 2F: 3 clusters Score -1223723 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1223994.750000 Penalty: 3007.697021
	Iteration 3F: 3 clusters Score -1223995 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1224263.375000 Penalty: 3007.697021
	Iteration 4F: 3 clusters Score -1224263 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1224533.750000 Penalty: 3007.697021
	Iteration 5Q: 3 clusters Score -1224534 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1224770.750000 Penalty: 3007.697021
	Iteration 6Q: 3 clusters Score -1224771 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1224984.375000 Penalty: 3007.697021
	Iteration 7Q: 3 clusters Score -1224984 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1225196.250000 Penalty: 3007.697021
	Iteration 8Q: 3 clusters Score -1225196 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1225420.375000 Penalty: 3007.697021
	Iteration 9Q: 3 clusters Score -1225420 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1225622.375000 Penalty: 3007.697021
	Iteration 10Q: 3 clusters Score -1225622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1225822.500000 Penalty: 3007.697021
	Iteration 11Q: 3 clusters Score -1225822 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1225969.875000 Penalty: 3007.697021
	Iteration 12Q: 3 clusters Score -1225970 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1226096.875000 Penalty: 3007.697021
	Iteration 13Q: 3 clusters Score -1226097 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1226217.625000 Penalty: 3007.697021
	Iteration 14Q: 3 clusters Score -1226218 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1226334.000000 Penalty: 3007.697021
	Iteration 15Q: 3 clusters Score -1226334 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1226433.375000 Penalty: 3007.697021
	Iteration 16Q: 3 clusters Score -1226433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1226502.500000 Penalty: 3007.697021
	Iteration 17Q: 3 clusters Score -1226502 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1226558.625000 Penalty: 3007.697021
	Iteration 18Q: 3 clusters Score -1226559 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1226611.625000 Penalty: 3007.697021
	Iteration 19Q: 3 clusters Score -1226612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1226660.875000 Penalty: 3007.697021
	Iteration 20F: 3 clusters Score -1226661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1226703.625000 Penalty: 3007.697021
	Iteration 21Q: 3 clusters Score -1226704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1226749.000000 Penalty: 3007.697021
	Iteration 22Q: 3 clusters Score -1226749 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1226801.125000 Penalty: 3007.697021
	Iteration 23Q: 3 clusters Score -1226801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1226856.250000 Penalty: 3007.697021
	Iteration 24Q: 3 clusters Score -1226856 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1226913.250000 Penalty: 3007.697021
	Iteration 25Q: 3 clusters Score -1226913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1226968.875000 Penalty: 3007.697021
	Iteration 26Q: 3 clusters Score -1226969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1227035.250000 Penalty: 3007.697021
	Iteration 27Q: 3 clusters Score -1227035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1227104.750000 Penalty: 3007.697021
	Iteration 28Q: 3 clusters Score -1227105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1227173.875000 Penalty: 3007.697021
	Iteration 29Q: 3 clusters Score -1227174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1227235.125000 Penalty: 3007.697021
	Iteration 30Q: 3 clusters Score -1227235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1227287.625000 Penalty: 3007.697021
	Iteration 31Q: 3 clusters Score -1227288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1227319.125000 Penalty: 3007.697021
	Iteration 32Q: 3 clusters Score -1227319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1227346.250000 Penalty: 3007.697021
	Iteration 33Q: 3 clusters Score -1227346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1227364.375000 Penalty: 3007.697021
	Iteration 34Q: 3 clusters Score -1227364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1227386.500000 Penalty: 3007.697021
	Iteration 35Q: 3 clusters Score -1227386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1227402.000000 Penalty: 3007.697021
	Iteration 36Q: 3 clusters Score -1227402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1227412.750000 Penalty: 3007.697021
	Iteration 37Q: 3 clusters Score -1227413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1227421.250000 Penalty: 3007.697021
	Iteration 38Q: 3 clusters Score -1227421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1227434.250000 Penalty: 3007.697021
	Iteration 39Q: 3 clusters Score -1227434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1227439.750000 Penalty: 3007.697021
	Iteration 40F: 3 clusters Score -1227440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1227448.125000 Penalty: 3007.697021
	Iteration 41Q: 3 clusters Score -1227448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1227455.875000 Penalty: 3007.697021
	Iteration 42Q: 3 clusters Score -1227456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1227474.500000 Penalty: 3007.697021
	Iteration 43Q: 3 clusters Score -1227474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1227480.250000 Penalty: 3007.697021
	Iteration 44Q: 3 clusters Score -1227480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1227482.500000 Penalty: 3007.697021
	Iteration 45Q: 3 clusters Score -1227482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1227488.625000 Penalty: 3007.697021
	Iteration 46Q: 3 clusters Score -1227489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1227491.500000 Penalty: 3007.697021
	Iteration 47Q: 3 clusters Score -1227492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1227494.125000 Penalty: 3007.697021
	Iteration 48Q: 3 clusters Score -1227494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1227492.625000 Penalty: 3007.697021
	Iteration 49Q: 3 clusters Score -1227493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1227494.125000 Penalty: 3007.697021
	Iteration 50Q: 3 clusters Score -1227494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1227497.000000 Penalty: 3007.697021
	Iteration 51Q: 3 clusters Score -1227497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1227497.000000 Penalty: 3007.697021
	Iteration 52Q: 3 clusters Score -1227497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1227497.000000 Penalty: 3007.697021
	Iteration 53F: 3 clusters Score -1227497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -271810.718750 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -271810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269585.625000 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -269585.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -270103.343750 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -270103.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -270236.968750 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -270237 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -270318.593750 Penalty: 2506.979980
	Iteration 3Q: 3 clusters Score -270318.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -270387.281250 Penalty: 2506.979980
	Iteration 4Q: 3 clusters Score -270387.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -270447.625000 Penalty: 2506.979980
	Iteration 5Q: 3 clusters Score -270447.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -270495.000000 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -270495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270553.250000 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -270553.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -270630.031250 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -270630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -270719.437500 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -270719.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -270806.781250 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -270806.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -270908.093750 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -270908.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -270972.687500 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -270972.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -271019.125000 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -271019.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -271058.093750 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -271058.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -271106.218750 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -271106.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -271150.687500 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -271150.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271191.031250 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -271191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -271240.656250 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -271240.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -271267.781250 Penalty: 2506.979980
	Iteration 19Q: 3 clusters Score -271267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -271299.906250 Penalty: 2506.979980
	Iteration 20F: 3 clusters Score -271299.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -271337.906250 Penalty: 2506.979980
	Iteration 21Q: 3 clusters Score -271337.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271357.781250 Penalty: 2506.979980
	Iteration 22Q: 3 clusters Score -271357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -271360.406250 Penalty: 2506.979980
	Iteration 23Q: 3 clusters Score -271360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271362.843750 Penalty: 2506.979980
	Iteration 24Q: 3 clusters Score -271362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -271364.562500 Penalty: 2506.979980
	Iteration 25Q: 3 clusters Score -271364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -271364.437500 Penalty: 2506.979980
	Iteration 26Q: 3 clusters Score -271364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271364.750000 Penalty: 2506.979980
	Iteration 27Q: 3 clusters Score -271364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271365.187500 Penalty: 2506.979980
	Iteration 28Q: 3 clusters Score -271365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271365.187500 Penalty: 2506.979980
	Iteration 29F: 3 clusters Score -271365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -186736.968750 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -186737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -184982.156250 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -184982.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -185279.437500 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -185279.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185359.921875 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -185359.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185405.109375 Penalty: 2370.672607
	Iteration 3Q: 3 clusters Score -185405.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -185427.312500 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -185427.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185456.515625 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -185456.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185483.140625 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -185483.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185500.171875 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -185500.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185519.328125 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -185519.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -185533.515625 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -185533.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185546.812500 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -185546.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185561.718750 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -185561.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185573.281250 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -185573.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -185583.140625 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -185583.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185596.015625 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -185596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -185613.375000 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -185613.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185632.062500 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -185632.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -185650.796875 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -185650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -185671.781250 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -185671.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -185691.796875 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -185691.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -185710.375000 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -185710.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -185731.515625 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -185731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185745.328125 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -185745.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -185766.531250 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -185766.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -185782.250000 Penalty: 2370.672607
	Iteration 24Q: 3 clusters Score -185782.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185798.796875 Penalty: 2370.672607
	Iteration 25Q: 3 clusters Score -185798.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185806.859375 Penalty: 2370.672607
	Iteration 26Q: 3 clusters Score -185806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -185814.093750 Penalty: 2370.672607
	Iteration 27Q: 3 clusters Score -185814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -185819.031250 Penalty: 2370.672607
	Iteration 28Q: 3 clusters Score -185819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -185824.359375 Penalty: 2370.672607
	Iteration 29Q: 3 clusters Score -185824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -185832.562500 Penalty: 2370.672607
	Iteration 30Q: 3 clusters Score -185832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -185836.859375 Penalty: 2370.672607
	Iteration 31Q: 3 clusters Score -185836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -185839.265625 Penalty: 2370.672607
	Iteration 32Q: 3 clusters Score -185839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -185842.468750 Penalty: 2370.672607
	Iteration 33Q: 3 clusters Score -185842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -185846.250000 Penalty: 2370.672607
	Iteration 34Q: 3 clusters Score -185846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185847.656250 Penalty: 2370.672607
	Iteration 35Q: 3 clusters Score -185847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185848.515625 Penalty: 2370.672607
	Iteration 36Q: 3 clusters Score -185848.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185848.515625 Penalty: 2370.672607
	Iteration 37F: 3 clusters Score -185848.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (110533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110533 members 
Entering Unmasked Estep 
Score: -13986361.000000 Penalty: 1887.123779
	Iteration 0F: 2 clusters Score -1.398636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -13913946.000000 Penalty: 3774.247559
	Iteration 0F: 3 clusters Score -1.391395e+07 nChanged 53099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -13944553.000000 Penalty: 3774.247559
	Iteration 1F: 3 clusters Score -1.394455e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -13945620.000000 Penalty: 3774.247559
	Iteration 2Q: 3 clusters Score -1.394562e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -13947344.000000 Penalty: 3774.247559
	Iteration 3Q: 3 clusters Score -1.394734e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -13950515.000000 Penalty: 3774.247559
	Iteration 4F: 3 clusters Score -1.395052e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -13955592.000000 Penalty: 3774.247559
	Iteration 5F: 3 clusters Score -1.395559e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -13963060.000000 Penalty: 3774.247559
	Iteration 6F: 3 clusters Score -1.396306e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -13970537.000000 Penalty: 3774.247559
	Iteration 7F: 3 clusters Score -1.397054e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -13975875.000000 Penalty: 3774.247559
	Iteration 8F: 3 clusters Score -1.397588e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -13978761.000000 Penalty: 3774.247559
	Iteration 9Q: 3 clusters Score -1.397876e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -13980205.000000 Penalty: 3774.247559
	Iteration 10Q: 3 clusters Score -1.39802e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -13981176.000000 Penalty: 3774.247559
	Iteration 11Q: 3 clusters Score -1.398118e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100399 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -13981908.000000 Penalty: 3774.247559
	Iteration 12Q: 3 clusters Score -1.398191e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -13982467.000000 Penalty: 3774.247559
	Iteration 13Q: 3 clusters Score -1.398247e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -13982990.000000 Penalty: 3774.247559
	Iteration 14Q: 3 clusters Score -1.398299e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -13983345.000000 Penalty: 3774.247559
	Iteration 15Q: 3 clusters Score -1.398334e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -13983687.000000 Penalty: 3774.247559
	Iteration 16Q: 3 clusters Score -1.398369e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -13983909.000000 Penalty: 3774.247559
	Iteration 17Q: 3 clusters Score -1.398391e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -13984114.000000 Penalty: 3774.247559
	Iteration 18Q: 3 clusters Score -1.398411e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -13984247.000000 Penalty: 3774.247559
	Iteration 19Q: 3 clusters Score -1.398425e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -13984418.000000 Penalty: 3774.247559
	Iteration 20F: 3 clusters Score -1.398442e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107354 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -13984543.000000 Penalty: 3774.247559
	Iteration 21Q: 3 clusters Score -1.398454e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -13984600.000000 Penalty: 3774.247559
	Iteration 22Q: 3 clusters Score -1.39846e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -13984681.000000 Penalty: 3774.247559
	Iteration 23Q: 3 clusters Score -1.398468e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -13984743.000000 Penalty: 3774.247559
	Iteration 24Q: 3 clusters Score -1.398474e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -13984789.000000 Penalty: 3774.247559
	Iteration 25Q: 3 clusters Score -1.398479e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13984827.000000 Penalty: 3774.247559
	Iteration 26Q: 3 clusters Score -1.398483e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -13984846.000000 Penalty: 3774.247559
	Iteration 27Q: 3 clusters Score -1.398485e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -13984875.000000 Penalty: 3774.247559
	Iteration 28Q: 3 clusters Score -1.398488e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13984866.000000 Penalty: 3774.247559
	Iteration 29Q: 3 clusters Score -1.398487e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13984874.000000 Penalty: 3774.247559
	Iteration 30Q: 3 clusters Score -1.398487e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13984869.000000 Penalty: 3774.247559
	Iteration 31Q: 3 clusters Score -1.398487e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13984874.000000 Penalty: 3774.247559
	Iteration 32Q: 3 clusters Score -1.398487e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -13984877.000000 Penalty: 3774.247559
	Iteration 33Q: 3 clusters Score -1.398488e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13984888.000000 Penalty: 3774.247559
	Iteration 34Q: 3 clusters Score -1.398489e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13984887.000000 Penalty: 3774.247559
	Iteration 35Q: 3 clusters Score -1.398489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13984886.000000 Penalty: 3774.247559
	Iteration 36Q: 3 clusters Score -1.398489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13984872.000000 Penalty: 3774.247559
	Iteration 37Q: 3 clusters Score -1.398487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13984885.000000 Penalty: 3774.247559
	Iteration 38Q: 3 clusters Score -1.398488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13984902.000000 Penalty: 3774.247559
	Iteration 39Q: 3 clusters Score -1.39849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13984906.000000 Penalty: 3774.247559
	Iteration 40F: 3 clusters Score -1.398491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13984910.000000 Penalty: 3774.247559
	Iteration 41Q: 3 clusters Score -1.398491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13984908.000000 Penalty: 3774.247559
	Iteration 42Q: 3 clusters Score -1.398491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13984900.000000 Penalty: 3774.247559
	Iteration 43Q: 3 clusters Score -1.39849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109567 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13984883.000000 Penalty: 3774.247559
	Iteration 44Q: 3 clusters Score -1.398488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13984885.000000 Penalty: 3774.247559
	Iteration 45Q: 3 clusters Score -1.398488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13984898.000000 Penalty: 3774.247559
	Iteration 46Q: 3 clusters Score -1.39849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13984901.000000 Penalty: 3774.247559
	Iteration 47Q: 3 clusters Score -1.39849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109597 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13984899.000000 Penalty: 3774.247559
	Iteration 48Q: 3 clusters Score -1.39849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13984894.000000 Penalty: 3774.247559
	Iteration 49Q: 3 clusters Score -1.398489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13984891.000000 Penalty: 3774.247559
	Iteration 50Q: 3 clusters Score -1.398489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13984884.000000 Penalty: 3774.247559
	Iteration 51Q: 3 clusters Score -1.398488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13984883.000000 Penalty: 3774.247559
	Iteration 52Q: 3 clusters Score -1.398488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13984892.000000 Penalty: 3774.247559
	Iteration 53Q: 3 clusters Score -1.398489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13984879.000000 Penalty: 3774.247559
	Iteration 54Q: 3 clusters Score -1.398488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13984879.000000 Penalty: 3774.247559
	Iteration 55Q: 3 clusters Score -1.398488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13984885.000000 Penalty: 3774.247559
	Iteration 56Q: 3 clusters Score -1.398488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13984886.000000 Penalty: 3774.247559
	Iteration 57Q: 3 clusters Score -1.398489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13984884.000000 Penalty: 3774.247559
	Iteration 58Q: 3 clusters Score -1.398488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13984884.000000 Penalty: 3774.247559
	Iteration 59F: 3 clusters Score -1.398488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Entering Unmasked Estep 
Score: -967603.125000 Penalty: 1455.846436
	Iteration 0F: 2 clusters Score -967603.1 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 3943 members 
Entering Unmasked Estep 
Score: -961888.500000 Penalty: 2911.692871
	Iteration 0F: 3 clusters Score -961888.5 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -963585.312500 Penalty: 2911.692871
	Iteration 1F: 3 clusters Score -963585.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -963796.062500 Penalty: 2911.692871
	Iteration 2F: 3 clusters Score -963796.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -963968.687500 Penalty: 2911.692871
	Iteration 3Q: 3 clusters Score -963968.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -964130.437500 Penalty: 2911.692871
	Iteration 4Q: 3 clusters Score -964130.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -964299.437500 Penalty: 2911.692871
	Iteration 5Q: 3 clusters Score -964299.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -964492.687500 Penalty: 2911.692871
	Iteration 6Q: 3 clusters Score -964492.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -964714.812500 Penalty: 2911.692871
	Iteration 7Q: 3 clusters Score -964714.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -964988.000000 Penalty: 2911.692871
	Iteration 8Q: 3 clusters Score -964988 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -965280.937500 Penalty: 2911.692871
	Iteration 9Q: 3 clusters Score -965280.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -965541.375000 Penalty: 2911.692871
	Iteration 10Q: 3 clusters Score -965541.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -965766.875000 Penalty: 2911.692871
	Iteration 11Q: 3 clusters Score -965766.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -965952.687500 Penalty: 2911.692871
	Iteration 12Q: 3 clusters Score -965952.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -966086.625000 Penalty: 2911.692871
	Iteration 13Q: 3 clusters Score -966086.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -966172.750000 Penalty: 2911.692871
	Iteration 14Q: 3 clusters Score -966172.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -966224.687500 Penalty: 2911.692871
	Iteration 15Q: 3 clusters Score -966224.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -966257.687500 Penalty: 2911.692871
	Iteration 16Q: 3 clusters Score -966257.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -966276.625000 Penalty: 2911.692871
	Iteration 17Q: 3 clusters Score -966276.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -966288.625000 Penalty: 2911.692871
	Iteration 18Q: 3 clusters Score -966288.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -966303.375000 Penalty: 2911.692871
	Iteration 19Q: 3 clusters Score -966303.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -966316.687500 Penalty: 2911.692871
	Iteration 20F: 3 clusters Score -966316.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -966330.062500 Penalty: 2911.692871
	Iteration 21Q: 3 clusters Score -966330.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -966334.937500 Penalty: 2911.692871
	Iteration 22Q: 3 clusters Score -966334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -966337.500000 Penalty: 2911.692871
	Iteration 23Q: 3 clusters Score -966337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -966338.375000 Penalty: 2911.692871
	Iteration 24Q: 3 clusters Score -966338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -966340.375000 Penalty: 2911.692871
	Iteration 25Q: 3 clusters Score -966340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -966344.312500 Penalty: 2911.692871
	Iteration 26Q: 3 clusters Score -966344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -966346.250000 Penalty: 2911.692871
	Iteration 27Q: 3 clusters Score -966346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -966345.500000 Penalty: 2911.692871
	Iteration 28Q: 3 clusters Score -966345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -966345.500000 Penalty: 2911.692871
	Iteration 29F: 3 clusters Score -966345.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -805535.125000 Penalty: 1428.146362
	Iteration 0F: 2 clusters Score -805535.1 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 3268 members 
Entering Unmasked Estep 
Score: -800537.312500 Penalty: 2856.292725
	Iteration 0F: 3 clusters Score -800537.3 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -802009.812500 Penalty: 2856.292725
	Iteration 1F: 3 clusters Score -802009.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -802211.812500 Penalty: 2856.292725
	Iteration 2F: 3 clusters Score -802211.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -802366.375000 Penalty: 2856.292725
	Iteration 3F: 3 clusters Score -802366.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -802548.125000 Penalty: 2856.292725
	Iteration 4Q: 3 clusters Score -802548.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -802756.250000 Penalty: 2856.292725
	Iteration 5F: 3 clusters Score -802756.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -802970.500000 Penalty: 2856.292725
	Iteration 6F: 3 clusters Score -802970.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -803198.875000 Penalty: 2856.292725
	Iteration 7Q: 3 clusters Score -803198.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -803442.000000 Penalty: 2856.292725
	Iteration 8F: 3 clusters Score -803442 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -803642.125000 Penalty: 2856.292725
	Iteration 9Q: 3 clusters Score -803642.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -803809.375000 Penalty: 2856.292725
	Iteration 10Q: 3 clusters Score -803809.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -803954.937500 Penalty: 2856.292725
	Iteration 11Q: 3 clusters Score -803954.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -804087.187500 Penalty: 2856.292725
	Iteration 12Q: 3 clusters Score -804087.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -804208.375000 Penalty: 2856.292725
	Iteration 13Q: 3 clusters Score -804208.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -804286.625000 Penalty: 2856.292725
	Iteration 14Q: 3 clusters Score -804286.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -804330.500000 Penalty: 2856.292725
	Iteration 15Q: 3 clusters Score -804330.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -804361.187500 Penalty: 2856.292725
	Iteration 16Q: 3 clusters Score -804361.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -804387.812500 Penalty: 2856.292725
	Iteration 17Q: 3 clusters Score -804387.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -804406.312500 Penalty: 2856.292725
	Iteration 18Q: 3 clusters Score -804406.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -804423.250000 Penalty: 2856.292725
	Iteration 19Q: 3 clusters Score -804423.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -804435.562500 Penalty: 2856.292725
	Iteration 20F: 3 clusters Score -804435.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -804446.937500 Penalty: 2856.292725
	Iteration 21Q: 3 clusters Score -804446.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -804463.187500 Penalty: 2856.292725
	Iteration 22Q: 3 clusters Score -804463.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -804475.000000 Penalty: 2856.292725
	Iteration 23Q: 3 clusters Score -804475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -804484.250000 Penalty: 2856.292725
	Iteration 24Q: 3 clusters Score -804484.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -804491.750000 Penalty: 2856.292725
	Iteration 25Q: 3 clusters Score -804491.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -804499.750000 Penalty: 2856.292725
	Iteration 26Q: 3 clusters Score -804499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -804504.250000 Penalty: 2856.292725
	Iteration 27Q: 3 clusters Score -804504.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -804509.000000 Penalty: 2856.292725
	Iteration 28Q: 3 clusters Score -804509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -804514.062500 Penalty: 2856.292725
	Iteration 29Q: 3 clusters Score -804514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -804515.937500 Penalty: 2856.292725
	Iteration 30Q: 3 clusters Score -804515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -804515.562500 Penalty: 2856.292725
	Iteration 31Q: 3 clusters Score -804515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -804517.000000 Penalty: 2856.292725
	Iteration 32Q: 3 clusters Score -804517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -804516.875000 Penalty: 2856.292725
	Iteration 33Q: 3 clusters Score -804516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -804518.000000 Penalty: 2856.292725
	Iteration 34Q: 3 clusters Score -804518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -804519.375000 Penalty: 2856.292725
	Iteration 35Q: 3 clusters Score -804519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -804523.187500 Penalty: 2856.292725
	Iteration 36Q: 3 clusters Score -804523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -804522.875000 Penalty: 2856.292725
	Iteration 37Q: 3 clusters Score -804522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -804524.625000 Penalty: 2856.292725
	Iteration 38Q: 3 clusters Score -804524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -804525.375000 Penalty: 2856.292725
	Iteration 39Q: 3 clusters Score -804525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -804525.312500 Penalty: 2856.292725
	Iteration 40F: 3 clusters Score -804525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -804526.062500 Penalty: 2856.292725
	Iteration 41Q: 3 clusters Score -804526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -804526.687500 Penalty: 2856.292725
	Iteration 42Q: 3 clusters Score -804526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -804526.937500 Penalty: 2856.292725
	Iteration 43Q: 3 clusters Score -804526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -804528.937500 Penalty: 2856.292725
	Iteration 44Q: 3 clusters Score -804528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -804529.437500 Penalty: 2856.292725
	Iteration 45Q: 3 clusters Score -804529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -804529.437500 Penalty: 2856.292725
	Iteration 46F: 3 clusters Score -804529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -95798.171875 Penalty: 1100.625610
	Iteration 0F: 2 clusters Score -95798.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94467.281250 Penalty: 2201.251221
	Iteration 0F: 3 clusters Score -94467.28 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94760.203125 Penalty: 2201.251221
	Iteration 1F: 3 clusters Score -94760.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94829.750000 Penalty: 2201.251221
	Iteration 2F: 3 clusters Score -94829.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94909.023438 Penalty: 2201.251221
	Iteration 3Q: 3 clusters Score -94909.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94985.578125 Penalty: 2201.251221
	Iteration 4Q: 3 clusters Score -94985.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95065.796875 Penalty: 2201.251221
	Iteration 5Q: 3 clusters Score -95065.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95142.304688 Penalty: 2201.251221
	Iteration 6Q: 3 clusters Score -95142.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95207.750000 Penalty: 2201.251221
	Iteration 7Q: 3 clusters Score -95207.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95257.992188 Penalty: 2201.251221
	Iteration 8Q: 3 clusters Score -95257.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95303.125000 Penalty: 2201.251221
	Iteration 9Q: 3 clusters Score -95303.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95343.992188 Penalty: 2201.251221
	Iteration 10Q: 3 clusters Score -95343.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95372.523438 Penalty: 2201.251221
	Iteration 11Q: 3 clusters Score -95372.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95383.000000 Penalty: 2201.251221
	Iteration 12Q: 3 clusters Score -95383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95398.117188 Penalty: 2201.251221
	Iteration 13Q: 3 clusters Score -95398.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95408.093750 Penalty: 2201.251221
	Iteration 14Q: 3 clusters Score -95408.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95421.085938 Penalty: 2201.251221
	Iteration 15Q: 3 clusters Score -95421.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95442.460938 Penalty: 2201.251221
	Iteration 16Q: 3 clusters Score -95442.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95450.546875 Penalty: 2201.251221
	Iteration 17Q: 3 clusters Score -95450.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95461.875000 Penalty: 2201.251221
	Iteration 18Q: 3 clusters Score -95461.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95466.937500 Penalty: 2201.251221
	Iteration 19Q: 3 clusters Score -95466.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95471.554688 Penalty: 2201.251221
	Iteration 20F: 3 clusters Score -95471.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Entering Unmasked Estep 
Score: -1921960.000000 Penalty: 1569.669189
	Iteration 0F: 2 clusters Score -1921960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1911090.750000 Penalty: 3139.338379
	Iteration 0F: 3 clusters Score -1911091 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1914901.500000 Penalty: 3139.338379
	Iteration 1F: 3 clusters Score -1914902 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1915186.000000 Penalty: 3139.338379
	Iteration 2Q: 3 clusters Score -1915186 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1915442.750000 Penalty: 3139.338379
	Iteration 3Q: 3 clusters Score -1915443 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1915659.250000 Penalty: 3139.338379
	Iteration 4Q: 3 clusters Score -1915659 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1915875.500000 Penalty: 3139.338379
	Iteration 5Q: 3 clusters Score -1915876 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1916100.250000 Penalty: 3139.338379
	Iteration 6Q: 3 clusters Score -1916100 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1916363.125000 Penalty: 3139.338379
	Iteration 7Q: 3 clusters Score -1916363 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1916695.250000 Penalty: 3139.338379
	Iteration 8Q: 3 clusters Score -1916695 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1917107.125000 Penalty: 3139.338379
	Iteration 9Q: 3 clusters Score -1917107 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1917592.125000 Penalty: 3139.338379
	Iteration 10Q: 3 clusters Score -1917592 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1918086.125000 Penalty: 3139.338379
	Iteration 11Q: 3 clusters Score -1918086 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1918630.125000 Penalty: 3139.338379
	Iteration 12Q: 3 clusters Score -1918630 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1919134.500000 Penalty: 3139.338379
	Iteration 13Q: 3 clusters Score -1919134 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1919559.625000 Penalty: 3139.338379
	Iteration 14Q: 3 clusters Score -1919560 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1919862.375000 Penalty: 3139.338379
	Iteration 15Q: 3 clusters Score -1919862 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1920044.375000 Penalty: 3139.338379
	Iteration 16Q: 3 clusters Score -1920044 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1920157.875000 Penalty: 3139.338379
	Iteration 17Q: 3 clusters Score -1920158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1920249.125000 Penalty: 3139.338379
	Iteration 18Q: 3 clusters Score -1920249 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1920317.500000 Penalty: 3139.338379
	Iteration 19Q: 3 clusters Score -1920318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1920380.250000 Penalty: 3139.338379
	Iteration 20F: 3 clusters Score -1920380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1920441.125000 Penalty: 3139.338379
	Iteration 21Q: 3 clusters Score -1920441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1920503.375000 Penalty: 3139.338379
	Iteration 22Q: 3 clusters Score -1920503 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1920552.500000 Penalty: 3139.338379
	Iteration 23Q: 3 clusters Score -1920552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1920579.250000 Penalty: 3139.338379
	Iteration 24Q: 3 clusters Score -1920579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1920612.625000 Penalty: 3139.338379
	Iteration 25Q: 3 clusters Score -1920613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1920647.250000 Penalty: 3139.338379
	Iteration 26Q: 3 clusters Score -1920647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1920676.375000 Penalty: 3139.338379
	Iteration 27Q: 3 clusters Score -1920676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1920704.875000 Penalty: 3139.338379
	Iteration 28Q: 3 clusters Score -1920705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1920722.375000 Penalty: 3139.338379
	Iteration 29Q: 3 clusters Score -1920722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1920732.875000 Penalty: 3139.338379
	Iteration 30Q: 3 clusters Score -1920733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1920736.000000 Penalty: 3139.338379
	Iteration 31Q: 3 clusters Score -1920736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1920741.000000 Penalty: 3139.338379
	Iteration 32Q: 3 clusters Score -1920741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1920746.250000 Penalty: 3139.338379
	Iteration 33Q: 3 clusters Score -1920746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1920748.000000 Penalty: 3139.338379
	Iteration 34Q: 3 clusters Score -1920748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1920751.500000 Penalty: 3139.338379
	Iteration 35Q: 3 clusters Score -1920752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1920751.125000 Penalty: 3139.338379
	Iteration 36Q: 3 clusters Score -1920751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1920752.375000 Penalty: 3139.338379
	Iteration 37Q: 3 clusters Score -1920752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1920751.875000 Penalty: 3139.338379
	Iteration 38Q: 3 clusters Score -1920752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1920752.125000 Penalty: 3139.338379
	Iteration 39Q: 3 clusters Score -1920752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1920753.375000 Penalty: 3139.338379
	Iteration 40F: 3 clusters Score -1920753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1920755.000000 Penalty: 3139.338379
	Iteration 41Q: 3 clusters Score -1920755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1920757.000000 Penalty: 3139.338379
	Iteration 42Q: 3 clusters Score -1920757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1920757.750000 Penalty: 3139.338379
	Iteration 43Q: 3 clusters Score -1920758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1920763.625000 Penalty: 3139.338379
	Iteration 44Q: 3 clusters Score -1920764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1920762.125000 Penalty: 3139.338379
	Iteration 45Q: 3 clusters Score -1920762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1920763.125000 Penalty: 3139.338379
	Iteration 46Q: 3 clusters Score -1920763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1920762.500000 Penalty: 3139.338379
	Iteration 47Q: 3 clusters Score -1920762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1920762.500000 Penalty: 3139.338379
	Iteration 48F: 3 clusters Score -1920762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26910.474609 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -26910.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26096.679688 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -26096.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26175.287109 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -26175.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26199.781250 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -26199.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26233.982422 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -26233.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26248.519531 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -26248.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26259.023438 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -26259.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26267.347656 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -26267.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26269.390625 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -26269.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26269.390625 Penalty: 1789.232788
	Iteration 8F: 3 clusters Score -26269.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -18553.310547 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -18553.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17760.849609 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -17760.85 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18132.265625 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -18132.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18441.625000 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -18441.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18565.388672 Penalty: 1917.466675
	Iteration 3F: 3 clusters Score -18565.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18683.091797 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -18683.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18770.199219 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -18770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18817.525391 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -18817.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18858.158203 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -18858.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18886.576172 Penalty: 1917.466675
	Iteration 8Q: 3 clusters Score -18886.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18919.691406 Penalty: 1917.466675
	Iteration 9Q: 3 clusters Score -18919.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18981.242188 Penalty: 1917.466675
	Iteration 10Q: 3 clusters Score -18981.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18983.052734 Penalty: 1917.466675
	Iteration 11F: 3 clusters Score -18983.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18986.496094 Penalty: 1917.466675
	Iteration 12Q: 3 clusters Score -18986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18987.072266 Penalty: 1917.466675
	Iteration 13Q: 3 clusters Score -18987.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18987.072266 Penalty: 1917.466675
	Iteration 14F: 3 clusters Score -18987.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97826 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113230 members 
Mstep: Class 7 contains 105657 members 
Mstep: Class 8 contains 107637 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43796 members 
Mstep: Class 17 contains 97396 members 
Mstep: Class 18 contains 93760 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110413 members 
Mstep: Class 23 contains 107267 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49375 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14078 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110533 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 6559 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15670 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 232 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Mstep: Class 42 contains 133 members 
Entering Unmasked Estep 
Score: -141746784.000000 Penalty: 95283.945312
Splitting cluster 37 changes total score from -141747728.000000 to -141746784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -19064.007812 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -19064.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18319.261719 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -18319.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18521.462891 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18521.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18626.611328 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18626.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18661.937500 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18661.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18738.740234 Penalty: 1827.805786
	Iteration 4F: 3 clusters Score -18738.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18784.306641 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18784.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18825.556641 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18825.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18850.041016 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18850.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18868.164062 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -18868.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18876.402344 Penalty: 1827.805786
	Iteration 9Q: 3 clusters Score -18876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18876.402344 Penalty: 1827.805786
	Iteration 10F: 3 clusters Score -18876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -572220.625000 Penalty: 1382.541992
	Iteration 0F: 2 clusters Score -572220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -568302.625000 Penalty: 2765.083984
	Iteration 0F: 3 clusters Score -568302.6 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -569656.000000 Penalty: 2765.083984
	Iteration 1F: 3 clusters Score -569656 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -569968.875000 Penalty: 2765.083984
	Iteration 2F: 3 clusters Score -569968.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -570212.125000 Penalty: 2765.083984
	Iteration 3F: 3 clusters Score -570212.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -570402.875000 Penalty: 2765.083984
	Iteration 4F: 3 clusters Score -570402.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -570542.500000 Penalty: 2765.083984
	Iteration 5Q: 3 clusters Score -570542.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -570651.250000 Penalty: 2765.083984
	Iteration 6Q: 3 clusters Score -570651.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -570735.687500 Penalty: 2765.083984
	Iteration 7Q: 3 clusters Score -570735.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -570823.625000 Penalty: 2765.083984
	Iteration 8Q: 3 clusters Score -570823.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -570895.687500 Penalty: 2765.083984
	Iteration 9Q: 3 clusters Score -570895.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -570951.625000 Penalty: 2765.083984
	Iteration 10Q: 3 clusters Score -570951.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -570984.687500 Penalty: 2765.083984
	Iteration 11Q: 3 clusters Score -570984.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -571013.875000 Penalty: 2765.083984
	Iteration 12Q: 3 clusters Score -571013.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -571030.062500 Penalty: 2765.083984
	Iteration 13Q: 3 clusters Score -571030.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -571042.437500 Penalty: 2765.083984
	Iteration 14Q: 3 clusters Score -571042.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -571049.812500 Penalty: 2765.083984
	Iteration 15Q: 3 clusters Score -571049.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -571056.625000 Penalty: 2765.083984
	Iteration 16Q: 3 clusters Score -571056.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -571062.812500 Penalty: 2765.083984
	Iteration 17Q: 3 clusters Score -571062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -571069.062500 Penalty: 2765.083984
	Iteration 18Q: 3 clusters Score -571069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -571075.125000 Penalty: 2765.083984
	Iteration 19Q: 3 clusters Score -571075.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -571086.500000 Penalty: 2765.083984
	Iteration 20F: 3 clusters Score -571086.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -571096.500000 Penalty: 2765.083984
	Iteration 21Q: 3 clusters Score -571096.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -571100.625000 Penalty: 2765.083984
	Iteration 22Q: 3 clusters Score -571100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -571104.562500 Penalty: 2765.083984
	Iteration 23Q: 3 clusters Score -571104.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -571107.437500 Penalty: 2765.083984
	Iteration 24Q: 3 clusters Score -571107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -571110.062500 Penalty: 2765.083984
	Iteration 25Q: 3 clusters Score -571110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -571113.875000 Penalty: 2765.083984
	Iteration 26Q: 3 clusters Score -571113.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -571119.250000 Penalty: 2765.083984
	Iteration 27Q: 3 clusters Score -571119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -571126.062500 Penalty: 2765.083984
	Iteration 28Q: 3 clusters Score -571126.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -571134.812500 Penalty: 2765.083984
	Iteration 29Q: 3 clusters Score -571134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -571139.312500 Penalty: 2765.083984
	Iteration 30Q: 3 clusters Score -571139.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -571143.375000 Penalty: 2765.083984
	Iteration 31Q: 3 clusters Score -571143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -571147.437500 Penalty: 2765.083984
	Iteration 32Q: 3 clusters Score -571147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -571152.750000 Penalty: 2765.083984
	Iteration 33Q: 3 clusters Score -571152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -571155.000000 Penalty: 2765.083984
	Iteration 34Q: 3 clusters Score -571155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -571158.812500 Penalty: 2765.083984
	Iteration 35Q: 3 clusters Score -571158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -571161.312500 Penalty: 2765.083984
	Iteration 36Q: 3 clusters Score -571161.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -571166.312500 Penalty: 2765.083984
	Iteration 37Q: 3 clusters Score -571166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -571167.062500 Penalty: 2765.083984
	Iteration 38Q: 3 clusters Score -571167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -571169.875000 Penalty: 2765.083984
	Iteration 39Q: 3 clusters Score -571169.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -571172.562500 Penalty: 2765.083984
	Iteration 40F: 3 clusters Score -571172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -571173.875000 Penalty: 2765.083984
	Iteration 41Q: 3 clusters Score -571173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -571174.000000 Penalty: 2765.083984
	Iteration 42Q: 3 clusters Score -571174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -571173.187500 Penalty: 2765.083984
	Iteration 43Q: 3 clusters Score -571173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -571173.187500 Penalty: 2765.083984
	Iteration 44F: 3 clusters Score -571173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -20669.025391 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -20669.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19926.408203 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -19926.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20022.255859 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -20022.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20049.634766 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -20049.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20059.339844 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -20059.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20064.683594 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -20064.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20069.179688 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -20069.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20076.408203 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -20076.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20085.847656 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -20085.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20088.982422 Penalty: 1721.953125
	Iteration 8Q: 3 clusters Score -20088.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20088.982422 Penalty: 1721.953125
	Iteration 9F: 3 clusters Score -20088.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -898275.750000 Penalty: 1446.604858
	Iteration 0F: 2 clusters Score -898275.8 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 3680 members 
Entering Unmasked Estep 
Score: -892840.625000 Penalty: 2893.209717
	Iteration 0F: 3 clusters Score -892840.6 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -894644.312500 Penalty: 2893.209717
	Iteration 1F: 3 clusters Score -894644.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -894885.937500 Penalty: 2893.209717
	Iteration 2F: 3 clusters Score -894885.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -895076.062500 Penalty: 2893.209717
	Iteration 3F: 3 clusters Score -895076.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -895229.125000 Penalty: 2893.209717
	Iteration 4Q: 3 clusters Score -895229.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -895362.875000 Penalty: 2893.209717
	Iteration 5Q: 3 clusters Score -895362.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -895492.125000 Penalty: 2893.209717
	Iteration 6Q: 3 clusters Score -895492.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -895618.687500 Penalty: 2893.209717
	Iteration 7Q: 3 clusters Score -895618.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -895717.687500 Penalty: 2893.209717
	Iteration 8Q: 3 clusters Score -895717.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -895806.312500 Penalty: 2893.209717
	Iteration 9Q: 3 clusters Score -895806.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -895892.125000 Penalty: 2893.209717
	Iteration 10Q: 3 clusters Score -895892.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -895971.062500 Penalty: 2893.209717
	Iteration 11Q: 3 clusters Score -895971.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -896037.687500 Penalty: 2893.209717
	Iteration 12Q: 3 clusters Score -896037.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -896106.375000 Penalty: 2893.209717
	Iteration 13Q: 3 clusters Score -896106.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -896162.562500 Penalty: 2893.209717
	Iteration 14Q: 3 clusters Score -896162.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -896209.500000 Penalty: 2893.209717
	Iteration 15Q: 3 clusters Score -896209.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -896248.062500 Penalty: 2893.209717
	Iteration 16Q: 3 clusters Score -896248.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -896275.125000 Penalty: 2893.209717
	Iteration 17Q: 3 clusters Score -896275.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -896299.937500 Penalty: 2893.209717
	Iteration 18Q: 3 clusters Score -896299.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -896325.687500 Penalty: 2893.209717
	Iteration 19Q: 3 clusters Score -896325.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -896348.250000 Penalty: 2893.209717
	Iteration 20F: 3 clusters Score -896348.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -896366.437500 Penalty: 2893.209717
	Iteration 21Q: 3 clusters Score -896366.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -896380.937500 Penalty: 2893.209717
	Iteration 22Q: 3 clusters Score -896380.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -896391.937500 Penalty: 2893.209717
	Iteration 23Q: 3 clusters Score -896391.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -896408.437500 Penalty: 2893.209717
	Iteration 24Q: 3 clusters Score -896408.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -896428.125000 Penalty: 2893.209717
	Iteration 25Q: 3 clusters Score -896428.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -896440.250000 Penalty: 2893.209717
	Iteration 26Q: 3 clusters Score -896440.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -896457.125000 Penalty: 2893.209717
	Iteration 27Q: 3 clusters Score -896457.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -896473.250000 Penalty: 2893.209717
	Iteration 28Q: 3 clusters Score -896473.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -896490.000000 Penalty: 2893.209717
	Iteration 29Q: 3 clusters Score -896490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -896503.062500 Penalty: 2893.209717
	Iteration 30Q: 3 clusters Score -896503.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -896521.500000 Penalty: 2893.209717
	Iteration 31Q: 3 clusters Score -896521.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -896542.000000 Penalty: 2893.209717
	Iteration 32Q: 3 clusters Score -896542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -896562.625000 Penalty: 2893.209717
	Iteration 33Q: 3 clusters Score -896562.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -896582.375000 Penalty: 2893.209717
	Iteration 34Q: 3 clusters Score -896582.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -896615.500000 Penalty: 2893.209717
	Iteration 35Q: 3 clusters Score -896615.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -896651.437500 Penalty: 2893.209717
	Iteration 36Q: 3 clusters Score -896651.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -896688.375000 Penalty: 2893.209717
	Iteration 37Q: 3 clusters Score -896688.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -896732.000000 Penalty: 2893.209717
	Iteration 38Q: 3 clusters Score -896732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -896778.625000 Penalty: 2893.209717
	Iteration 39Q: 3 clusters Score -896778.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -896835.187500 Penalty: 2893.209717
	Iteration 40F: 3 clusters Score -896835.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -896892.875000 Penalty: 2893.209717
	Iteration 41Q: 3 clusters Score -896892.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -896951.437500 Penalty: 2893.209717
	Iteration 42Q: 3 clusters Score -896951.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -897005.750000 Penalty: 2893.209717
	Iteration 43Q: 3 clusters Score -897005.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -897045.062500 Penalty: 2893.209717
	Iteration 44Q: 3 clusters Score -897045.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -897086.875000 Penalty: 2893.209717
	Iteration 45Q: 3 clusters Score -897086.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -897120.500000 Penalty: 2893.209717
	Iteration 46Q: 3 clusters Score -897120.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -897151.875000 Penalty: 2893.209717
	Iteration 47Q: 3 clusters Score -897151.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -897181.000000 Penalty: 2893.209717
	Iteration 48Q: 3 clusters Score -897181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -897205.937500 Penalty: 2893.209717
	Iteration 49Q: 3 clusters Score -897205.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -897230.500000 Penalty: 2893.209717
	Iteration 50Q: 3 clusters Score -897230.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -897246.125000 Penalty: 2893.209717
	Iteration 51Q: 3 clusters Score -897246.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -897261.187500 Penalty: 2893.209717
	Iteration 52Q: 3 clusters Score -897261.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -897269.562500 Penalty: 2893.209717
	Iteration 53Q: 3 clusters Score -897269.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -897285.625000 Penalty: 2893.209717
	Iteration 54Q: 3 clusters Score -897285.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -897301.875000 Penalty: 2893.209717
	Iteration 55Q: 3 clusters Score -897301.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -897318.812500 Penalty: 2893.209717
	Iteration 56Q: 3 clusters Score -897318.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -897340.625000 Penalty: 2893.209717
	Iteration 57Q: 3 clusters Score -897340.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -897352.937500 Penalty: 2893.209717
	Iteration 58Q: 3 clusters Score -897352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -897364.312500 Penalty: 2893.209717
	Iteration 59Q: 3 clusters Score -897364.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -897386.125000 Penalty: 2893.209717
	Iteration 60F: 3 clusters Score -897386.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -897403.187500 Penalty: 2893.209717
	Iteration 61Q: 3 clusters Score -897403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -897414.187500 Penalty: 2893.209717
	Iteration 62Q: 3 clusters Score -897414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -897423.250000 Penalty: 2893.209717
	Iteration 63Q: 3 clusters Score -897423.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -897436.500000 Penalty: 2893.209717
	Iteration 64Q: 3 clusters Score -897436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -897443.875000 Penalty: 2893.209717
	Iteration 65Q: 3 clusters Score -897443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -897449.000000 Penalty: 2893.209717
	Iteration 66Q: 3 clusters Score -897449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -897465.562500 Penalty: 2893.209717
	Iteration 67Q: 3 clusters Score -897465.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -897479.812500 Penalty: 2893.209717
	Iteration 68Q: 3 clusters Score -897479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -897489.687500 Penalty: 2893.209717
	Iteration 69Q: 3 clusters Score -897489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -897499.062500 Penalty: 2893.209717
	Iteration 70Q: 3 clusters Score -897499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -897507.687500 Penalty: 2893.209717
	Iteration 71Q: 3 clusters Score -897507.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -897521.125000 Penalty: 2893.209717
	Iteration 72Q: 3 clusters Score -897521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -897535.625000 Penalty: 2893.209717
	Iteration 73Q: 3 clusters Score -897535.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -897541.625000 Penalty: 2893.209717
	Iteration 74Q: 3 clusters Score -897541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -897544.125000 Penalty: 2893.209717
	Iteration 75Q: 3 clusters Score -897544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -897547.625000 Penalty: 2893.209717
	Iteration 76Q: 3 clusters Score -897547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -897548.437500 Penalty: 2893.209717
	Iteration 77Q: 3 clusters Score -897548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -897549.625000 Penalty: 2893.209717
	Iteration 78Q: 3 clusters Score -897549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -897551.312500 Penalty: 2893.209717
	Iteration 79Q: 3 clusters Score -897551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -897559.312500 Penalty: 2893.209717
	Iteration 80F: 3 clusters Score -897559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -897573.812500 Penalty: 2893.209717
	Iteration 81Q: 3 clusters Score -897573.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -897592.312500 Penalty: 2893.209717
	Iteration 82Q: 3 clusters Score -897592.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -897617.187500 Penalty: 2893.209717
	Iteration 83Q: 3 clusters Score -897617.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -897661.937500 Penalty: 2893.209717
	Iteration 84Q: 3 clusters Score -897661.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -897691.062500 Penalty: 2893.209717
	Iteration 85Q: 3 clusters Score -897691.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -897706.500000 Penalty: 2893.209717
	Iteration 86Q: 3 clusters Score -897706.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -897725.875000 Penalty: 2893.209717
	Iteration 87Q: 3 clusters Score -897725.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -897739.750000 Penalty: 2893.209717
	Iteration 88Q: 3 clusters Score -897739.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -897752.062500 Penalty: 2893.209717
	Iteration 89Q: 3 clusters Score -897752.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -897760.812500 Penalty: 2893.209717
	Iteration 90Q: 3 clusters Score -897760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -897765.062500 Penalty: 2893.209717
	Iteration 91Q: 3 clusters Score -897765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -897770.062500 Penalty: 2893.209717
	Iteration 92Q: 3 clusters Score -897770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -897774.750000 Penalty: 2893.209717
	Iteration 93Q: 3 clusters Score -897774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -897778.437500 Penalty: 2893.209717
	Iteration 94Q: 3 clusters Score -897778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -897787.312500 Penalty: 2893.209717
	Iteration 95Q: 3 clusters Score -897787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -897789.687500 Penalty: 2893.209717
	Iteration 96Q: 3 clusters Score -897789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -897795.750000 Penalty: 2893.209717
	Iteration 97Q: 3 clusters Score -897795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -897800.500000 Penalty: 2893.209717
	Iteration 98Q: 3 clusters Score -897800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -897801.062500 Penalty: 2893.209717
	Iteration 99Q: 3 clusters Score -897801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -897813.812500 Penalty: 2893.209717
	Iteration 100F: 3 clusters Score -897813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -897822.125000 Penalty: 2893.209717
	Iteration 101Q: 3 clusters Score -897822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -897824.375000 Penalty: 2893.209717
	Iteration 102Q: 3 clusters Score -897824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -897825.187500 Penalty: 2893.209717
	Iteration 103Q: 3 clusters Score -897825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -897826.312500 Penalty: 2893.209717
	Iteration 104Q: 3 clusters Score -897826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -897830.437500 Penalty: 2893.209717
	Iteration 105Q: 3 clusters Score -897830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -897830.625000 Penalty: 2893.209717
	Iteration 106Q: 3 clusters Score -897830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -897830.625000 Penalty: 2893.209717
	Iteration 107F: 3 clusters Score -897830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97826 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113230 members 
Mstep: Class 7 contains 105657 members 
Mstep: Class 8 contains 107637 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 43796 members 
Mstep: Class 17 contains 97396 members 
Mstep: Class 18 contains 93760 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110413 members 
Mstep: Class 23 contains 107267 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49375 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14078 members 
Mstep: Class 28 contains 10451 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110533 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 6559 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15670 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747792.000000 Penalty: 93015.281250
Iteration 479Q: 42 clusters Score -1.417478e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97712 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113223 members 
Mstep: Class 7 contains 105621 members 
Mstep: Class 8 contains 107616 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 7240 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 43817 members 
Mstep: Class 17 contains 97541 members 
Mstep: Class 18 contains 93763 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110424 members 
Mstep: Class 23 contains 107280 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49353 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14083 members 
Mstep: Class 28 contains 10453 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110548 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 6555 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15664 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747872.000000 Penalty: 93015.281250
Iteration 480F: 42 clusters Score -1.417479e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97609 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113181 members 
Mstep: Class 7 contains 105573 members 
Mstep: Class 8 contains 107611 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 14324 members 
Mstep: Class 14 contains 7239 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 43841 members 
Mstep: Class 17 contains 97695 members 
Mstep: Class 18 contains 93759 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110437 members 
Mstep: Class 23 contains 107299 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49334 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14084 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 2242 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110557 members 
Mstep: Class 32 contains 7779 members 
Mstep: Class 33 contains 6557 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15659 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747696.000000 Penalty: 93015.281250
Iteration 481Q: 42 clusters Score -1.417477e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97495 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113141 members 
Mstep: Class 7 contains 105536 members 
Mstep: Class 8 contains 107615 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 7238 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 43864 members 
Mstep: Class 17 contains 97837 members 
Mstep: Class 18 contains 93764 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110447 members 
Mstep: Class 23 contains 107325 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49316 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14086 members 
Mstep: Class 28 contains 10459 members 
Mstep: Class 29 contains 2242 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110553 members 
Mstep: Class 32 contains 7779 members 
Mstep: Class 33 contains 6557 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15658 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4954 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747856.000000 Penalty: 93015.281250
Iteration 482Q: 42 clusters Score -1.417479e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97387 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113100 members 
Mstep: Class 7 contains 105508 members 
Mstep: Class 8 contains 107612 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 7237 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 43891 members 
Mstep: Class 17 contains 97994 members 
Mstep: Class 18 contains 93768 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110444 members 
Mstep: Class 23 contains 107350 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49290 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14086 members 
Mstep: Class 28 contains 10461 members 
Mstep: Class 29 contains 2242 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110550 members 
Mstep: Class 32 contains 7780 members 
Mstep: Class 33 contains 6554 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15654 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4956 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747808.000000 Penalty: 93015.281250
Iteration 483Q: 42 clusters Score -1.417478e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97253 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 113045 members 
Mstep: Class 7 contains 105493 members 
Mstep: Class 8 contains 107618 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9565 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 7236 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 43914 members 
Mstep: Class 17 contains 98131 members 
Mstep: Class 18 contains 93769 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110443 members 
Mstep: Class 23 contains 107386 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49263 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14086 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2242 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 110581 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 6553 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15655 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4956 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748048.000000 Penalty: 93015.281250
Iteration 484Q: 42 clusters Score -1.41748e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 97106 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112995 members 
Mstep: Class 7 contains 105469 members 
Mstep: Class 8 contains 107605 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 7236 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 43935 members 
Mstep: Class 17 contains 98239 members 
Mstep: Class 18 contains 93774 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110443 members 
Mstep: Class 23 contains 107489 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49238 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14089 members 
Mstep: Class 28 contains 10460 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 110609 members 
Mstep: Class 32 contains 7777 members 
Mstep: Class 33 contains 6553 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15656 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4953 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747584.000000 Penalty: 93015.281250
Iteration 485Q: 42 clusters Score -1.417476e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96939 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112969 members 
Mstep: Class 7 contains 105437 members 
Mstep: Class 8 contains 107585 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 7235 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 43967 members 
Mstep: Class 17 contains 98340 members 
Mstep: Class 18 contains 93780 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110443 members 
Mstep: Class 23 contains 107579 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49207 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14088 members 
Mstep: Class 28 contains 10465 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 1468 members 
Mstep: Class 31 contains 110660 members 
Mstep: Class 32 contains 7774 members 
Mstep: Class 33 contains 6551 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15658 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4950 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747584.000000 Penalty: 93015.281250
Iteration 486Q: 42 clusters Score -1.417476e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96822 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112966 members 
Mstep: Class 7 contains 105394 members 
Mstep: Class 8 contains 107575 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9570 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 7232 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 43985 members 
Mstep: Class 17 contains 98434 members 
Mstep: Class 18 contains 93787 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110436 members 
Mstep: Class 23 contains 107625 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49173 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14087 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 2242 members 
Mstep: Class 30 contains 1468 members 
Mstep: Class 31 contains 110712 members 
Mstep: Class 32 contains 7774 members 
Mstep: Class 33 contains 6547 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15659 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4952 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747904.000000 Penalty: 93015.281250
Iteration 487Q: 42 clusters Score -1.417479e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96729 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112965 members 
Mstep: Class 7 contains 105340 members 
Mstep: Class 8 contains 107572 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 44019 members 
Mstep: Class 17 contains 98545 members 
Mstep: Class 18 contains 93789 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110427 members 
Mstep: Class 23 contains 107642 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49147 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14085 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 2242 members 
Mstep: Class 30 contains 1467 members 
Mstep: Class 31 contains 110743 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 6544 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15660 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4953 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747872.000000 Penalty: 93015.281250
Iteration 488Q: 42 clusters Score -1.417479e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96641 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112951 members 
Mstep: Class 7 contains 105299 members 
Mstep: Class 8 contains 107574 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9568 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 44067 members 
Mstep: Class 17 contains 98625 members 
Mstep: Class 18 contains 93788 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110418 members 
Mstep: Class 23 contains 107640 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49120 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14088 members 
Mstep: Class 28 contains 10473 members 
Mstep: Class 29 contains 2244 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 110788 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15658 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4955 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747808.000000 Penalty: 93015.281250
Iteration 489Q: 42 clusters Score -1.417478e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96548 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112948 members 
Mstep: Class 7 contains 105257 members 
Mstep: Class 8 contains 107581 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 14333 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 44103 members 
Mstep: Class 17 contains 98712 members 
Mstep: Class 18 contains 93793 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110412 members 
Mstep: Class 23 contains 107642 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49097 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14089 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 2246 members 
Mstep: Class 30 contains 1462 members 
Mstep: Class 31 contains 110817 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15656 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4955 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747776.000000 Penalty: 93015.281250
Iteration 490Q: 42 clusters Score -1.417478e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96464 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112950 members 
Mstep: Class 7 contains 105210 members 
Mstep: Class 8 contains 107586 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9563 members 
Mstep: Class 13 contains 14338 members 
Mstep: Class 14 contains 7233 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 44127 members 
Mstep: Class 17 contains 98818 members 
Mstep: Class 18 contains 93796 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110410 members 
Mstep: Class 23 contains 107632 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49083 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14088 members 
Mstep: Class 28 contains 10476 members 
Mstep: Class 29 contains 2247 members 
Mstep: Class 30 contains 1460 members 
Mstep: Class 31 contains 110831 members 
Mstep: Class 32 contains 7767 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15657 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747744.000000 Penalty: 93015.281250
Iteration 491Q: 42 clusters Score -1.417477e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96364 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112931 members 
Mstep: Class 7 contains 105186 members 
Mstep: Class 8 contains 107603 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 14338 members 
Mstep: Class 14 contains 7232 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 44149 members 
Mstep: Class 17 contains 98890 members 
Mstep: Class 18 contains 93815 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110395 members 
Mstep: Class 23 contains 107638 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49066 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14092 members 
Mstep: Class 28 contains 10479 members 
Mstep: Class 29 contains 2247 members 
Mstep: Class 30 contains 1458 members 
Mstep: Class 31 contains 110870 members 
Mstep: Class 32 contains 7765 members 
Mstep: Class 33 contains 6538 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15657 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4959 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747248.000000 Penalty: 93015.281250
Iteration 492Q: 42 clusters Score -1.417472e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96274 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112901 members 
Mstep: Class 7 contains 105163 members 
Mstep: Class 8 contains 107593 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 14338 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 44164 members 
Mstep: Class 17 contains 98986 members 
Mstep: Class 18 contains 93831 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110388 members 
Mstep: Class 23 contains 107670 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49048 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14094 members 
Mstep: Class 28 contains 10484 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 1456 members 
Mstep: Class 31 contains 110884 members 
Mstep: Class 32 contains 7765 members 
Mstep: Class 33 contains 6538 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15658 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4961 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747120.000000 Penalty: 93015.281250
Iteration 493Q: 42 clusters Score -1.417471e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96200 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112878 members 
Mstep: Class 7 contains 105125 members 
Mstep: Class 8 contains 107584 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 14340 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 44169 members 
Mstep: Class 17 contains 99097 members 
Mstep: Class 18 contains 93849 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110379 members 
Mstep: Class 23 contains 107695 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49030 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14095 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 2250 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 110888 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15663 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4961 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 93015.281250
Iteration 494Q: 42 clusters Score -1.417473e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96129 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112897 members 
Mstep: Class 7 contains 105072 members 
Mstep: Class 8 contains 107601 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 14336 members 
Mstep: Class 14 contains 7229 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 44183 members 
Mstep: Class 17 contains 99209 members 
Mstep: Class 18 contains 93854 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110348 members 
Mstep: Class 23 contains 107703 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 49007 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14095 members 
Mstep: Class 28 contains 10485 members 
Mstep: Class 29 contains 2250 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 110892 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 6543 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15664 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4962 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747488.000000 Penalty: 93015.281250
Iteration 495Q: 42 clusters Score -1.417475e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96097 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112890 members 
Mstep: Class 7 contains 105031 members 
Mstep: Class 8 contains 107614 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 14332 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3295 members 
Mstep: Class 16 contains 44197 members 
Mstep: Class 17 contains 99293 members 
Mstep: Class 18 contains 93843 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110317 members 
Mstep: Class 23 contains 107709 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 48995 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14102 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 110901 members 
Mstep: Class 32 contains 7767 members 
Mstep: Class 33 contains 6545 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15662 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4963 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747408.000000 Penalty: 93015.281250
Iteration 496Q: 42 clusters Score -1.417474e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 96040 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112897 members 
Mstep: Class 7 contains 104990 members 
Mstep: Class 8 contains 107612 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4845 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 44218 members 
Mstep: Class 17 contains 99377 members 
Mstep: Class 18 contains 93841 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110315 members 
Mstep: Class 23 contains 107725 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 48978 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14104 members 
Mstep: Class 28 contains 10494 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 110905 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 6548 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15663 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4963 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747504.000000 Penalty: 93015.281250
Iteration 497Q: 42 clusters Score -1.417475e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 95993 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112891 members 
Mstep: Class 7 contains 104965 members 
Mstep: Class 8 contains 107606 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4841 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 44238 members 
Mstep: Class 17 contains 99420 members 
Mstep: Class 18 contains 93843 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110316 members 
Mstep: Class 23 contains 107756 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 48961 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14103 members 
Mstep: Class 28 contains 10491 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 110922 members 
Mstep: Class 32 contains 7765 members 
Mstep: Class 33 contains 6545 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15660 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4964 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747456.000000 Penalty: 93015.281250
Iteration 498Q: 42 clusters Score -1.417475e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 95947 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112879 members 
Mstep: Class 7 contains 104941 members 
Mstep: Class 8 contains 107603 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 44264 members 
Mstep: Class 17 contains 99458 members 
Mstep: Class 18 contains 93844 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110330 members 
Mstep: Class 23 contains 107772 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 48947 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14104 members 
Mstep: Class 28 contains 10489 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 110931 members 
Mstep: Class 32 contains 7766 members 
Mstep: Class 33 contains 6548 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15662 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4964 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747392.000000 Penalty: 93015.281250
Iteration 499Q: 42 clusters Score -1.417474e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 95895 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 112876 members 
Mstep: Class 7 contains 104910 members 
Mstep: Class 8 contains 107592 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 14325 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 3295 members 
Mstep: Class 16 contains 44281 members 
Mstep: Class 17 contains 99505 members 
Mstep: Class 18 contains 93851 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 110325 members 
Mstep: Class 23 contains 107790 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 48942 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 14100 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 2248 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 110960 members 
Mstep: Class 32 contains 7765 members 
Mstep: Class 33 contains 6548 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 15664 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 365 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 4967 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747504.000000 Penalty: 93015.281250
Iteration 500F: 42 clusters Score -1.417475e+08 nChanged 879
Maximum iterations exceeded
--- Evaluating fit on full set of 3469879 points ---
Entering Unmasked Estep 
Score: -432706048.000000 Penalty: 100334.789062
20->42 Clusters: Score -432706048.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1156626 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 57873 members 
Mstep: Class 3 contains 57934 members 
Mstep: Class 4 contains 57583 members 
Mstep: Class 5 contains 57841 members 
Mstep: Class 6 contains 58266 members 
Mstep: Class 7 contains 57986 members 
Mstep: Class 8 contains 57382 members 
Mstep: Class 9 contains 58152 members 
Mstep: Class 10 contains 58127 members 
Mstep: Class 11 contains 57784 members 
Mstep: Class 12 contains 57662 members 
Mstep: Class 13 contains 57755 members 
Mstep: Class 14 contains 57809 members 
Mstep: Class 15 contains 57737 members 
Mstep: Class 16 contains 58100 members 
Mstep: Class 17 contains 58165 members 
Mstep: Class 18 contains 57505 members 
Mstep: Class 19 contains 57634 members 
Mstep: Class 20 contains 57625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1344.878662 but Gain 2268.667969
Score: -131850400.000000 Penalty: 43104.640625
Iteration 0F: 20 clusters Score -1.318504e+08 nChanged 1098998
Entering Unmasked Mstep 
Mstep: Class 0 contains 2396 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14622 members 
Mstep: Class 3 contains 15079 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 201683 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 28518 members 
Mstep: Class 9 contains 18408 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 42356 members 
Mstep: Class 12 contains 13688 members 
Mstep: Class 14 contains 642545 members 
Mstep: Class 15 contains 39613 members 
Mstep: Class 16 contains 51781 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 17196 members 
Mstep: Class 19 contains 20056 members 
Mstep: Class 20 contains 18799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2130.434326 but Gain 2268.664062
Score: -139116208.000000 Penalty: 40835.976562
Iteration 1F: 19 clusters Score -1.391162e+08 nChanged 427060
Entering Unmasked Mstep 
Mstep: Class 0 contains 2169 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25651 members 
Mstep: Class 3 contains 15886 members 
Mstep: Class 4 contains 2949 members 
Mstep: Class 5 contains 375075 members 
Mstep: Class 6 contains 23161 members 
Mstep: Class 8 contains 29823 members 
Mstep: Class 9 contains 25332 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 40417 members 
Mstep: Class 12 contains 11222 members 
Mstep: Class 14 contains 433711 members 
Mstep: Class 15 contains 42857 members 
Mstep: Class 16 contains 57832 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 10593 members 
Mstep: Class 19 contains 31889 members 
Mstep: Class 20 contains 15842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139707840.000000 Penalty: 40835.976562
Iteration 2F: 19 clusters Score -1.397078e+08 nChanged 278395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1544 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 41094 members 
Mstep: Class 3 contains 14591 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 306527 members 
Mstep: Class 6 contains 40264 members 
Mstep: Class 8 contains 38313 members 
Mstep: Class 9 contains 31221 members 
Mstep: Class 10 contains 4155 members 
Mstep: Class 11 contains 46587 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 14 contains 380813 members 
Mstep: Class 15 contains 49884 members 
Mstep: Class 16 contains 94268 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 55754 members 
Mstep: Class 20 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140265376.000000 Penalty: 40835.976562
Iteration 3F: 19 clusters Score -1.402654e+08 nChanged 254354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1240 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 49633 members 
Mstep: Class 3 contains 13616 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 272689 members 
Mstep: Class 6 contains 53374 members 
Mstep: Class 8 contains 47618 members 
Mstep: Class 9 contains 31000 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 56012 members 
Mstep: Class 12 contains 11022 members 
Mstep: Class 14 contains 275640 members 
Mstep: Class 15 contains 59386 members 
Mstep: Class 16 contains 156074 members 
Mstep: Class 17 contains 4646 members 
Mstep: Class 18 contains 8671 members 
Mstep: Class 19 contains 79151 members 
Mstep: Class 20 contains 26330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140746832.000000 Penalty: 40835.976562
Iteration 4F: 19 clusters Score -1.407468e+08 nChanged 214177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1044 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 51979 members 
Mstep: Class 3 contains 13817 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 213590 members 
Mstep: Class 6 contains 59536 members 
Mstep: Class 8 contains 51147 members 
Mstep: Class 9 contains 29260 members 
Mstep: Class 10 contains 5813 members 
Mstep: Class 11 contains 62763 members 
Mstep: Class 12 contains 9306 members 
Mstep: Class 14 contains 236829 members 
Mstep: Class 15 contains 61900 members 
Mstep: Class 16 contains 214812 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 95937 members 
Mstep: Class 20 contains 31762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141015248.000000 Penalty: 40835.976562
Iteration 5F: 19 clusters Score -1.410152e+08 nChanged 167704
Entering Unmasked Mstep 
Mstep: Class 0 contains 929 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 50903 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 191733 members 
Mstep: Class 6 contains 63747 members 
Mstep: Class 8 contains 55403 members 
Mstep: Class 9 contains 27898 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 72563 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 14 contains 214500 members 
Mstep: Class 15 contains 58481 members 
Mstep: Class 16 contains 236200 members 
Mstep: Class 17 contains 4324 members 
Mstep: Class 18 contains 6000 members 
Mstep: Class 19 contains 106072 members 
Mstep: Class 20 contains 34210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141103184.000000 Penalty: 40835.976562
Iteration 6F: 19 clusters Score -1.411032e+08 nChanged 158892
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 49916 members 
Mstep: Class 3 contains 15322 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 175537 members 
Mstep: Class 6 contains 68019 members 
Mstep: Class 8 contains 64883 members 
Mstep: Class 9 contains 26442 members 
Mstep: Class 10 contains 7648 members 
Mstep: Class 11 contains 89018 members 
Mstep: Class 12 contains 4608 members 
Mstep: Class 14 contains 209298 members 
Mstep: Class 15 contains 58428 members 
Mstep: Class 16 contains 221672 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 114246 members 
Mstep: Class 20 contains 36176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141200896.000000 Penalty: 40835.976562
Iteration 7F: 19 clusters Score -1.412009e+08 nChanged 118683
Entering Unmasked Mstep 
Mstep: Class 0 contains 788 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 48686 members 
Mstep: Class 3 contains 15821 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 165112 members 
Mstep: Class 6 contains 70839 members 
Mstep: Class 8 contains 78519 members 
Mstep: Class 9 contains 25036 members 
Mstep: Class 10 contains 8360 members 
Mstep: Class 11 contains 108301 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 14 contains 198513 members 
Mstep: Class 15 contains 59422 members 
Mstep: Class 16 contains 202933 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 120105 members 
Mstep: Class 20 contains 37377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141279760.000000 Penalty: 40835.976562
Iteration 8F: 19 clusters Score -1.412798e+08 nChanged 109202
Entering Unmasked Mstep 
Mstep: Class 0 contains 738 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47280 members 
Mstep: Class 3 contains 16153 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 158630 members 
Mstep: Class 6 contains 71571 members 
Mstep: Class 8 contains 95078 members 
Mstep: Class 9 contains 23714 members 
Mstep: Class 10 contains 9003 members 
Mstep: Class 11 contains 124496 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 14 contains 182997 members 
Mstep: Class 15 contains 61680 members 
Mstep: Class 16 contains 187709 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 124188 members 
Mstep: Class 20 contains 37692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141345888.000000 Penalty: 40835.976562
Iteration 9F: 19 clusters Score -1.413459e+08 nChanged 92186
Entering Unmasked Mstep 
Mstep: Class 0 contains 705 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 46125 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 152339 members 
Mstep: Class 6 contains 71182 members 
Mstep: Class 8 contains 112381 members 
Mstep: Class 9 contains 22504 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 133723 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 14 contains 170063 members 
Mstep: Class 15 contains 65496 members 
Mstep: Class 16 contains 176608 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 5158 members 
Mstep: Class 19 contains 126678 members 
Mstep: Class 20 contains 37462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141393760.000000 Penalty: 40835.976562
Iteration 10F: 19 clusters Score -1.413938e+08 nChanged 79827
Entering Unmasked Mstep 
Mstep: Class 0 contains 680 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45028 members 
Mstep: Class 3 contains 16593 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 146050 members 
Mstep: Class 6 contains 70404 members 
Mstep: Class 8 contains 131394 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 10708 members 
Mstep: Class 11 contains 137663 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 14 contains 160075 members 
Mstep: Class 15 contains 70921 members 
Mstep: Class 16 contains 165166 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 128239 members 
Mstep: Class 20 contains 36977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141432560.000000 Penalty: 40835.976562
Iteration 11F: 19 clusters Score -1.414326e+08 nChanged 74260
Entering Unmasked Mstep 
Mstep: Class 0 contains 653 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 44202 members 
Mstep: Class 3 contains 16828 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 140291 members 
Mstep: Class 6 contains 69547 members 
Mstep: Class 8 contains 152582 members 
Mstep: Class 9 contains 20333 members 
Mstep: Class 10 contains 11816 members 
Mstep: Class 11 contains 138332 members 
Mstep: Class 12 contains 1540 members 
Mstep: Class 14 contains 150902 members 
Mstep: Class 15 contains 78169 members 
Mstep: Class 16 contains 152217 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 128714 members 
Mstep: Class 20 contains 36426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141458544.000000 Penalty: 40835.976562
Iteration 12F: 19 clusters Score -1.414585e+08 nChanged 68659
Entering Unmasked Mstep 
Mstep: Class 0 contains 633 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 43548 members 
Mstep: Class 3 contains 17063 members 
Mstep: Class 4 contains 3174 members 
Mstep: Class 5 contains 135428 members 
Mstep: Class 6 contains 68435 members 
Mstep: Class 8 contains 169995 members 
Mstep: Class 9 contains 19377 members 
Mstep: Class 10 contains 13056 members 
Mstep: Class 11 contains 137172 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 14 contains 143752 members 
Mstep: Class 15 contains 87557 members 
Mstep: Class 16 contains 140605 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 128048 members 
Mstep: Class 20 contains 35815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141473856.000000 Penalty: 40835.976562
Iteration 13F: 19 clusters Score -1.414739e+08 nChanged 60204
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 43072 members 
Mstep: Class 3 contains 17317 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 131890 members 
Mstep: Class 6 contains 67286 members 
Mstep: Class 8 contains 176357 members 
Mstep: Class 9 contains 18625 members 
Mstep: Class 10 contains 14417 members 
Mstep: Class 11 contains 134966 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 14 contains 141224 members 
Mstep: Class 15 contains 98750 members 
Mstep: Class 16 contains 133801 members 
Mstep: Class 17 contains 4465 members 
Mstep: Class 18 contains 5476 members 
Mstep: Class 19 contains 126196 members 
Mstep: Class 20 contains 35308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141486576.000000 Penalty: 40835.976562
Iteration 14F: 19 clusters Score -1.414866e+08 nChanged 51541
Entering Unmasked Mstep 
Mstep: Class 0 contains 597 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 42735 members 
Mstep: Class 3 contains 17576 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 129498 members 
Mstep: Class 6 contains 66075 members 
Mstep: Class 8 contains 174271 members 
Mstep: Class 9 contains 18162 members 
Mstep: Class 10 contains 15488 members 
Mstep: Class 11 contains 132521 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 14 contains 140579 members 
Mstep: Class 15 contains 112058 members 
Mstep: Class 16 contains 131145 members 
Mstep: Class 17 contains 4500 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 123762 members 
Mstep: Class 20 contains 34757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141503520.000000 Penalty: 40835.976562
Iteration 15Q: 19 clusters Score -1.415035e+08 nChanged 47785
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 42629 members 
Mstep: Class 3 contains 17873 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 126758 members 
Mstep: Class 6 contains 64951 members 
Mstep: Class 8 contains 168266 members 
Mstep: Class 9 contains 17840 members 
Mstep: Class 10 contains 16275 members 
Mstep: Class 11 contains 129570 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 14 contains 139537 members 
Mstep: Class 15 contains 128882 members 
Mstep: Class 16 contains 130269 members 
Mstep: Class 17 contains 4352 members 
Mstep: Class 18 contains 5642 members 
Mstep: Class 19 contains 121282 members 
Mstep: Class 20 contains 34242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141519120.000000 Penalty: 40835.976562
Iteration 16Q: 19 clusters Score -1.415191e+08 nChanged 46982
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42625 members 
Mstep: Class 3 contains 18113 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 123445 members 
Mstep: Class 6 contains 63946 members 
Mstep: Class 8 contains 160818 members 
Mstep: Class 9 contains 17675 members 
Mstep: Class 10 contains 16782 members 
Mstep: Class 11 contains 127018 members 
Mstep: Class 12 contains 3547 members 
Mstep: Class 14 contains 136693 members 
Mstep: Class 15 contains 147812 members 
Mstep: Class 16 contains 129648 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 5655 members 
Mstep: Class 19 contains 119999 members 
Mstep: Class 20 contains 33676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141529840.000000 Penalty: 40835.976562
Iteration 17Q: 19 clusters Score -1.415298e+08 nChanged 44522
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42597 members 
Mstep: Class 3 contains 18286 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 120647 members 
Mstep: Class 6 contains 63078 members 
Mstep: Class 8 contains 153828 members 
Mstep: Class 9 contains 17622 members 
Mstep: Class 10 contains 16993 members 
Mstep: Class 11 contains 125351 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 14 contains 133484 members 
Mstep: Class 15 contains 164470 members 
Mstep: Class 16 contains 128963 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 119811 members 
Mstep: Class 20 contains 33098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141531408.000000 Penalty: 40835.976562
Iteration 18Q: 19 clusters Score -1.415314e+08 nChanged 39024
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42600 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 120203 members 
Mstep: Class 6 contains 62352 members 
Mstep: Class 8 contains 147907 members 
Mstep: Class 9 contains 17546 members 
Mstep: Class 10 contains 17114 members 
Mstep: Class 11 contains 125220 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 14 contains 131938 members 
Mstep: Class 15 contains 173405 members 
Mstep: Class 16 contains 128321 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 5638 members 
Mstep: Class 19 contains 120597 members 
Mstep: Class 20 contains 32665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141529104.000000 Penalty: 40835.976562
Iteration 19Q: 19 clusters Score -1.415291e+08 nChanged 31270
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42565 members 
Mstep: Class 3 contains 18388 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 121527 members 
Mstep: Class 6 contains 61592 members 
Mstep: Class 8 contains 143498 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 17217 members 
Mstep: Class 11 contains 125793 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 14 contains 132935 members 
Mstep: Class 15 contains 174697 members 
Mstep: Class 16 contains 128529 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 121643 members 
Mstep: Class 20 contains 32371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141533888.000000 Penalty: 40835.976562
Iteration 20F: 19 clusters Score -1.415339e+08 nChanged 27637
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 42610 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 123057 members 
Mstep: Class 6 contains 60816 members 
Mstep: Class 8 contains 139684 members 
Mstep: Class 9 contains 17364 members 
Mstep: Class 10 contains 17272 members 
Mstep: Class 11 contains 126096 members 
Mstep: Class 12 contains 4668 members 
Mstep: Class 14 contains 134044 members 
Mstep: Class 15 contains 175149 members 
Mstep: Class 16 contains 128996 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 122562 members 
Mstep: Class 20 contains 32107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141536208.000000 Penalty: 40835.976562
Iteration 21Q: 19 clusters Score -1.415362e+08 nChanged 24415
Entering Unmasked Mstep 
Mstep: Class 0 contains 553 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 42723 members 
Mstep: Class 3 contains 18526 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 125275 members 
Mstep: Class 6 contains 60073 members 
Mstep: Class 8 contains 136663 members 
Mstep: Class 9 contains 17203 members 
Mstep: Class 10 contains 17306 members 
Mstep: Class 11 contains 126542 members 
Mstep: Class 12 contains 4886 members 
Mstep: Class 14 contains 135676 members 
Mstep: Class 15 contains 173183 members 
Mstep: Class 16 contains 129749 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 18 contains 5644 members 
Mstep: Class 19 contains 123360 members 
Mstep: Class 20 contains 31951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141539968.000000 Penalty: 40835.976562
Iteration 22Q: 19 clusters Score -1.4154e+08 nChanged 21396
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 42828 members 
Mstep: Class 3 contains 18557 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 127568 members 
Mstep: Class 6 contains 59301 members 
Mstep: Class 8 contains 134270 members 
Mstep: Class 9 contains 17078 members 
Mstep: Class 10 contains 17314 members 
Mstep: Class 11 contains 126718 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 14 contains 137244 members 
Mstep: Class 15 contains 170560 members 
Mstep: Class 16 contains 130794 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 124185 members 
Mstep: Class 20 contains 31802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141544096.000000 Penalty: 40835.976562
Iteration 23Q: 19 clusters Score -1.415441e+08 nChanged 19626
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 42896 members 
Mstep: Class 3 contains 18612 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 129684 members 
Mstep: Class 6 contains 58520 members 
Mstep: Class 8 contains 132517 members 
Mstep: Class 9 contains 16937 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 126761 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 14 contains 138443 members 
Mstep: Class 15 contains 167915 members 
Mstep: Class 16 contains 131997 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 124936 members 
Mstep: Class 20 contains 31656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141546096.000000 Penalty: 40835.976562
Iteration 24Q: 19 clusters Score -1.415461e+08 nChanged 17932
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 42913 members 
Mstep: Class 3 contains 18578 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 131576 members 
Mstep: Class 6 contains 57778 members 
Mstep: Class 8 contains 131018 members 
Mstep: Class 9 contains 16858 members 
Mstep: Class 10 contains 17229 members 
Mstep: Class 11 contains 126873 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 14 contains 139389 members 
Mstep: Class 15 contains 165446 members 
Mstep: Class 16 contains 133251 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 125579 members 
Mstep: Class 20 contains 31557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141547648.000000 Penalty: 40835.976562
Iteration 25Q: 19 clusters Score -1.415476e+08 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42896 members 
Mstep: Class 3 contains 18568 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 132929 members 
Mstep: Class 6 contains 57063 members 
Mstep: Class 8 contains 129836 members 
Mstep: Class 9 contains 16757 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 126949 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 14 contains 140108 members 
Mstep: Class 15 contains 163341 members 
Mstep: Class 16 contains 134538 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 126238 members 
Mstep: Class 20 contains 31474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141548880.000000 Penalty: 40835.976562
Iteration 26Q: 19 clusters Score -1.415489e+08 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42915 members 
Mstep: Class 3 contains 18617 members 
Mstep: Class 4 contains 2542 members 
Mstep: Class 5 contains 133966 members 
Mstep: Class 6 contains 56400 members 
Mstep: Class 8 contains 129092 members 
Mstep: Class 9 contains 16667 members 
Mstep: Class 10 contains 17135 members 
Mstep: Class 11 contains 126927 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 14 contains 140518 members 
Mstep: Class 15 contains 161429 members 
Mstep: Class 16 contains 135705 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 5732 members 
Mstep: Class 19 contains 126940 members 
Mstep: Class 20 contains 31428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141550240.000000 Penalty: 40835.976562
Iteration 27Q: 19 clusters Score -1.415502e+08 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42866 members 
Mstep: Class 3 contains 18675 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 134739 members 
Mstep: Class 6 contains 55730 members 
Mstep: Class 8 contains 128639 members 
Mstep: Class 9 contains 16619 members 
Mstep: Class 10 contains 17114 members 
Mstep: Class 11 contains 126917 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 14 contains 140738 members 
Mstep: Class 15 contains 159617 members 
Mstep: Class 16 contains 136815 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 5733 members 
Mstep: Class 19 contains 127733 members 
Mstep: Class 20 contains 31394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141550256.000000 Penalty: 40835.976562
Iteration 28Q: 19 clusters Score -1.415503e+08 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42778 members 
Mstep: Class 3 contains 18738 members 
Mstep: Class 4 contains 2506 members 
Mstep: Class 5 contains 135405 members 
Mstep: Class 6 contains 55110 members 
Mstep: Class 8 contains 128317 members 
Mstep: Class 9 contains 16624 members 
Mstep: Class 10 contains 17038 members 
Mstep: Class 11 contains 127031 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 14 contains 140661 members 
Mstep: Class 15 contains 158046 members 
Mstep: Class 16 contains 137885 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 19 contains 128488 members 
Mstep: Class 20 contains 31371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141552720.000000 Penalty: 40835.976562
Iteration 29Q: 19 clusters Score -1.415527e+08 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42718 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 135887 members 
Mstep: Class 6 contains 54517 members 
Mstep: Class 8 contains 128161 members 
Mstep: Class 9 contains 16654 members 
Mstep: Class 10 contains 16975 members 
Mstep: Class 11 contains 127161 members 
Mstep: Class 12 contains 6262 members 
Mstep: Class 14 contains 140408 members 
Mstep: Class 15 contains 156902 members 
Mstep: Class 16 contains 138810 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 19 contains 129054 members 
Mstep: Class 20 contains 31349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141553488.000000 Penalty: 40835.976562
Iteration 30Q: 19 clusters Score -1.415535e+08 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42658 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 136169 members 
Mstep: Class 6 contains 53988 members 
Mstep: Class 8 contains 128108 members 
Mstep: Class 9 contains 16721 members 
Mstep: Class 10 contains 16913 members 
Mstep: Class 11 contains 127283 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 14 contains 140193 members 
Mstep: Class 15 contains 155829 members 
Mstep: Class 16 contains 139616 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 5722 members 
Mstep: Class 19 contains 129597 members 
Mstep: Class 20 contains 31358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141554640.000000 Penalty: 40835.976562
Iteration 31Q: 19 clusters Score -1.415546e+08 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42625 members 
Mstep: Class 3 contains 18981 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 136394 members 
Mstep: Class 6 contains 53523 members 
Mstep: Class 8 contains 128113 members 
Mstep: Class 9 contains 16789 members 
Mstep: Class 10 contains 16874 members 
Mstep: Class 11 contains 127438 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 14 contains 140062 members 
Mstep: Class 15 contains 154817 members 
Mstep: Class 16 contains 140199 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 5715 members 
Mstep: Class 19 contains 130107 members 
Mstep: Class 20 contains 31370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141555168.000000 Penalty: 40835.976562
Iteration 32Q: 19 clusters Score -1.415552e+08 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42618 members 
Mstep: Class 3 contains 19107 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 136514 members 
Mstep: Class 6 contains 53070 members 
Mstep: Class 8 contains 128181 members 
Mstep: Class 9 contains 16826 members 
Mstep: Class 10 contains 16835 members 
Mstep: Class 11 contains 127536 members 
Mstep: Class 12 contains 6499 members 
Mstep: Class 14 contains 139893 members 
Mstep: Class 15 contains 153901 members 
Mstep: Class 16 contains 140760 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 130583 members 
Mstep: Class 20 contains 31397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141556352.000000 Penalty: 40835.976562
Iteration 33Q: 19 clusters Score -1.415564e+08 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42646 members 
Mstep: Class 3 contains 19250 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 136562 members 
Mstep: Class 6 contains 52651 members 
Mstep: Class 8 contains 128274 members 
Mstep: Class 9 contains 16871 members 
Mstep: Class 10 contains 16787 members 
Mstep: Class 11 contains 127628 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 14 contains 139910 members 
Mstep: Class 15 contains 153037 members 
Mstep: Class 16 contains 141216 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 130892 members 
Mstep: Class 20 contains 31453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141556896.000000 Penalty: 40835.976562
Iteration 34Q: 19 clusters Score -1.415569e+08 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42707 members 
Mstep: Class 3 contains 19414 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 136497 members 
Mstep: Class 6 contains 52335 members 
Mstep: Class 8 contains 128460 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 10 contains 16738 members 
Mstep: Class 11 contains 127700 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 14 contains 139825 members 
Mstep: Class 15 contains 152395 members 
Mstep: Class 16 contains 141569 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 131132 members 
Mstep: Class 20 contains 31476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141556576.000000 Penalty: 40835.976562
Iteration 35Q: 19 clusters Score -1.415566e+08 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42789 members 
Mstep: Class 3 contains 19594 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 136406 members 
Mstep: Class 6 contains 51975 members 
Mstep: Class 8 contains 128626 members 
Mstep: Class 9 contains 16912 members 
Mstep: Class 10 contains 16715 members 
Mstep: Class 11 contains 127725 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 14 contains 139787 members 
Mstep: Class 15 contains 151803 members 
Mstep: Class 16 contains 141897 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 131340 members 
Mstep: Class 20 contains 31510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141557648.000000 Penalty: 40835.976562
Iteration 36Q: 19 clusters Score -1.415576e+08 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42889 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 136282 members 
Mstep: Class 6 contains 51642 members 
Mstep: Class 8 contains 128826 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 16670 members 
Mstep: Class 11 contains 127698 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 14 contains 139757 members 
Mstep: Class 15 contains 151286 members 
Mstep: Class 16 contains 142129 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 131535 members 
Mstep: Class 20 contains 31561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141559072.000000 Penalty: 40835.976562
Iteration 37Q: 19 clusters Score -1.415591e+08 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 43007 members 
Mstep: Class 3 contains 19950 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 136136 members 
Mstep: Class 6 contains 51360 members 
Mstep: Class 8 contains 129020 members 
Mstep: Class 9 contains 17009 members 
Mstep: Class 10 contains 16626 members 
Mstep: Class 11 contains 127740 members 
Mstep: Class 12 contains 6788 members 
Mstep: Class 14 contains 139782 members 
Mstep: Class 15 contains 150777 members 
Mstep: Class 16 contains 142280 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 5674 members 
Mstep: Class 19 contains 131675 members 
Mstep: Class 20 contains 31604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141559664.000000 Penalty: 40835.976562
Iteration 38Q: 19 clusters Score -1.415597e+08 nChanged 7903
Entering ConstructFrom: 
Score: -141559664.000000 Penalty: 40835.976562
Entering ConstructFrom: 
Trying to split cluster 1 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -81706.781250 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -81706.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -80996.023438 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -80996.02 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -85611.859375 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -85611.86 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -86645.062500 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -86645.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -87002.890625 Penalty: 2349.226318
	Iteration 3Q: 3 clusters Score -87002.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -87221.593750 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -87221.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -87364.718750 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -87364.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -87439.125000 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -87439.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -87491.109375 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -87491.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -87505.500000 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -87505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -87511.546875 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -87511.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -87515.289062 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -87515.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -87515.312500 Penalty: 2349.226318
	Iteration 11F: 3 clusters Score -87515.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -87517.218750 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -87517.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -87522.984375 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -87522.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -87527.125000 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -87527.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -87528.531250 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -87528.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -87538.132812 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -87538.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -87565.687500 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -87565.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -87579.750000 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -87579.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -87592.265625 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -87592.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -87625.976562 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -87625.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -87650.664062 Penalty: 2349.226318
	Iteration 21Q: 3 clusters Score -87650.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -87651.929688 Penalty: 2349.226318
	Iteration 22Q: 3 clusters Score -87651.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -87653.062500 Penalty: 2349.226318
	Iteration 23Q: 3 clusters Score -87653.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -87653.625000 Penalty: 2349.226318
	Iteration 24Q: 3 clusters Score -87653.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -87653.625000 Penalty: 2349.226318
	Iteration 25F: 3 clusters Score -87653.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 43134 members 
Mstep: Class 3 contains 20115 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 51101 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 17073 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 14 contains 139821 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Entering Unmasked Estep 
Score: -141563040.000000 Penalty: 43104.640625
Splitting cluster 1 changes total score from -141559664.000000 to -141563040.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (43134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Entering Unmasked Estep 
Score: -5337200.500000 Penalty: 1734.210815
	Iteration 0F: 2 clusters Score -5337200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5308489.500000 Penalty: 3468.421631
	Iteration 0F: 3 clusters Score -5308490 nChanged 20146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5319922.000000 Penalty: 3468.421631
	Iteration 1F: 3 clusters Score -5319922 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5320493.500000 Penalty: 3468.421631
	Iteration 2Q: 3 clusters Score -5320494 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5321086.500000 Penalty: 3468.421631
	Iteration 3Q: 3 clusters Score -5321086 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5321754.500000 Penalty: 3468.421631
	Iteration 4Q: 3 clusters Score -5321754 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -5322556.000000 Penalty: 3468.421631
	Iteration 5Q: 3 clusters Score -5322556 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5323572.000000 Penalty: 3468.421631
	Iteration 6Q: 3 clusters Score -5323572 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5324745.500000 Penalty: 3468.421631
	Iteration 7Q: 3 clusters Score -5324746 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -5326165.000000 Penalty: 3468.421631
	Iteration 8F: 3 clusters Score -5326165 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -5328024.000000 Penalty: 3468.421631
	Iteration 9F: 3 clusters Score -5328024 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5329875.500000 Penalty: 3468.421631
	Iteration 10F: 3 clusters Score -5329876 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5331057.000000 Penalty: 3468.421631
	Iteration 11Q: 3 clusters Score -5331057 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5331730.000000 Penalty: 3468.421631
	Iteration 12Q: 3 clusters Score -5331730 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5332015.500000 Penalty: 3468.421631
	Iteration 13Q: 3 clusters Score -5332016 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5332165.000000 Penalty: 3468.421631
	Iteration 14Q: 3 clusters Score -5332165 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5332321.500000 Penalty: 3468.421631
	Iteration 15Q: 3 clusters Score -5332322 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5332402.500000 Penalty: 3468.421631
	Iteration 16Q: 3 clusters Score -5332402 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5332456.500000 Penalty: 3468.421631
	Iteration 17Q: 3 clusters Score -5332456 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -5332520.500000 Penalty: 3468.421631
	Iteration 18Q: 3 clusters Score -5332520 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -5332576.500000 Penalty: 3468.421631
	Iteration 19Q: 3 clusters Score -5332576 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -5332625.000000 Penalty: 3468.421631
	Iteration 20F: 3 clusters Score -5332625 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5332669.000000 Penalty: 3468.421631
	Iteration 21Q: 3 clusters Score -5332669 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5332692.500000 Penalty: 3468.421631
	Iteration 22Q: 3 clusters Score -5332692 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -5332715.000000 Penalty: 3468.421631
	Iteration 23Q: 3 clusters Score -5332715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5332727.000000 Penalty: 3468.421631
	Iteration 24Q: 3 clusters Score -5332727 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5332733.500000 Penalty: 3468.421631
	Iteration 25Q: 3 clusters Score -5332734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5332752.500000 Penalty: 3468.421631
	Iteration 26Q: 3 clusters Score -5332752 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -5332760.500000 Penalty: 3468.421631
	Iteration 27Q: 3 clusters Score -5332760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5332770.500000 Penalty: 3468.421631
	Iteration 28Q: 3 clusters Score -5332770 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5332782.500000 Penalty: 3468.421631
	Iteration 29Q: 3 clusters Score -5332782 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5332810 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5332801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5332807 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5332816.000000 Penalty: 3468.421631
	Iteration 33Q: 3 clusters Score -5332816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5332822.000000 Penalty: 3468.421631
	Iteration 34Q: 3 clusters Score -5332822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5332835 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5332835 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5332835 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5332853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5332859 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5332878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5332882.500000 Penalty: 3468.421631
	Iteration 41Q: 3 clusters Score -5332882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5332889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5332887 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5332890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5332906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5332912.500000 Penalty: 3468.421631
	Iteration 46Q: 3 clusters Score -5332912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5332917.000000 Penalty: 3468.421631
	Iteration 47Q: 3 clusters Score -5332917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -5332919.500000 Penalty: 3468.421631
	Iteration 48Q: 3 clusters Score -5332920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5332933.500000 Penalty: 3468.421631
	Iteration 49Q: 3 clusters Score -5332934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -5332932.500000 Penalty: 3468.421631
	Iteration 50Q: 3 clusters Score -5332932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -5332941.000000 Penalty: 3468.421631
	Iteration 51Q: 3 clusters Score -5332941 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5332949.000000 Penalty: 3468.421631
	Iteration 52Q: 3 clusters Score -5332949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5332980.500000 Penalty: 3468.421631
	Iteration 53Q: 3 clusters Score -5332980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5332973.500000 Penalty: 3468.421631
	Iteration 54Q: 3 clusters Score -5332974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5332983.500000 Penalty: 3468.421631
	Iteration 55Q: 3 clusters Score -5332984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5332994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5333001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5333005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5333002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5333006 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5333013.500000 Penalty: 3468.421631
	Iteration 61Q: 3 clusters Score -5333014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5333014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5333014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -5333023.500000 Penalty: 3468.421631
	Iteration 64Q: 3 clusters Score -5333024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5333034.000000 Penalty: 3468.421631
	Iteration 65Q: 3 clusters Score -5333034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -5333042.500000 Penalty: 3468.421631
	Iteration 66Q: 3 clusters Score -5333042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5333056.000000 Penalty: 3468.421631
	Iteration 67Q: 3 clusters Score -5333056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5333068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5333074 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5333078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5333071.500000 Penalty: 3468.421631
	Iteration 71Q: 3 clusters Score -5333072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -5333076.000000 Penalty: 3468.421631
	Iteration 72Q: 3 clusters Score -5333076 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5333091.500000 Penalty: 3468.421631
	Iteration 73Q: 3 clusters Score -5333092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -5333100.000000 Penalty: 3468.421631
	Iteration 74Q: 3 clusters Score -5333100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5333101.000000 Penalty: 3468.421631
	Iteration 75Q: 3 clusters Score -5333101 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5333111.500000 Penalty: 3468.421631
	Iteration 76Q: 3 clusters Score -5333112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -5333127.000000 Penalty: 3468.421631
	Iteration 77Q: 3 clusters Score -5333127 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -5333158.000000 Penalty: 3468.421631
	Iteration 78Q: 3 clusters Score -5333158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5333174.500000 Penalty: 3468.421631
	Iteration 79Q: 3 clusters Score -5333174 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5333187.500000 Penalty: 3468.421631
	Iteration 80F: 3 clusters Score -5333188 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -5333198.500000 Penalty: 3468.421631
	Iteration 81Q: 3 clusters Score -5333198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -5333215.000000 Penalty: 3468.421631
	Iteration 82Q: 3 clusters Score -5333215 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5333234.500000 Penalty: 3468.421631
	Iteration 83Q: 3 clusters Score -5333234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5333256 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5333256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -5333270.500000 Penalty: 3468.421631
	Iteration 86Q: 3 clusters Score -5333270 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5333294.000000 Penalty: 3468.421631
	Iteration 87Q: 3 clusters Score -5333294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5333319.500000 Penalty: 3468.421631
	Iteration 88Q: 3 clusters Score -5333320 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -5333337.500000 Penalty: 3468.421631
	Iteration 89Q: 3 clusters Score -5333338 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -5333352.000000 Penalty: 3468.421631
	Iteration 90Q: 3 clusters Score -5333352 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5333381.000000 Penalty: 3468.421631
	Iteration 91Q: 3 clusters Score -5333381 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5333408.000000 Penalty: 3468.421631
	Iteration 92Q: 3 clusters Score -5333408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5333427.000000 Penalty: 3468.421631
	Iteration 93Q: 3 clusters Score -5333427 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5333456.000000 Penalty: 3468.421631
	Iteration 94Q: 3 clusters Score -5333456 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5333476.500000 Penalty: 3468.421631
	Iteration 95Q: 3 clusters Score -5333476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -5333505.000000 Penalty: 3468.421631
	Iteration 96Q: 3 clusters Score -5333505 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5333545.000000 Penalty: 3468.421631
	Iteration 97Q: 3 clusters Score -5333545 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -5333561.500000 Penalty: 3468.421631
	Iteration 98Q: 3 clusters Score -5333562 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -5333603.500000 Penalty: 3468.421631
	Iteration 99Q: 3 clusters Score -5333604 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5333631.500000 Penalty: 3468.421631
	Iteration 100F: 3 clusters Score -5333632 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5333692.500000 Penalty: 3468.421631
	Iteration 101Q: 3 clusters Score -5333692 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5333736.000000 Penalty: 3468.421631
	Iteration 102Q: 3 clusters Score -5333736 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5333794 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5333872 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5333948 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5334010.000000 Penalty: 3468.421631
	Iteration 106Q: 3 clusters Score -5334010 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -5334090.500000 Penalty: 3468.421631
	Iteration 107Q: 3 clusters Score -5334090 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5334184.500000 Penalty: 3468.421631
	Iteration 108Q: 3 clusters Score -5334184 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5334292.000000 Penalty: 3468.421631
	Iteration 109Q: 3 clusters Score -5334292 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -5334424.500000 Penalty: 3468.421631
	Iteration 110Q: 3 clusters Score -5334424 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -5334547.000000 Penalty: 3468.421631
	Iteration 111Q: 3 clusters Score -5334547 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -5334692.000000 Penalty: 3468.421631
	Iteration 112Q: 3 clusters Score -5334692 nChanged 520
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5334859.500000 Penalty: 3468.421631
	Iteration 113Q: 3 clusters Score -5334860 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5335063.000000 Penalty: 3468.421631
	Iteration 114Q: 3 clusters Score -5335063 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -5335305.000000 Penalty: 3468.421631
	Iteration 115Q: 3 clusters Score -5335305 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -5335554.000000 Penalty: 3468.421631
	Iteration 116Q: 3 clusters Score -5335554 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -5335810.000000 Penalty: 3468.421631
	Iteration 117Q: 3 clusters Score -5335810 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5336127.000000 Penalty: 3468.421631
	Iteration 118Q: 3 clusters Score -5336127 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5336407.500000 Penalty: 3468.421631
	Iteration 119Q: 3 clusters Score -5336408 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5336692.000000 Penalty: 3468.421631
	Iteration 120F: 3 clusters Score -5336692 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5336900.000000 Penalty: 3468.421631
	Iteration 121Q: 3 clusters Score -5336900 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5337031.000000 Penalty: 3468.421631
	Iteration 122Q: 3 clusters Score -5337031 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5337126.000000 Penalty: 3468.421631
	Iteration 123Q: 3 clusters Score -5337126 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5337172.000000 Penalty: 3468.421631
	Iteration 124Q: 3 clusters Score -5337172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5337205.500000 Penalty: 3468.421631
	Iteration 125Q: 3 clusters Score -5337206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5337213.500000 Penalty: 3468.421631
	Iteration 126Q: 3 clusters Score -5337214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5337218.000000 Penalty: 3468.421631
	Iteration 127Q: 3 clusters Score -5337218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5337227.500000 Penalty: 3468.421631
	Iteration 128Q: 3 clusters Score -5337228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5337236.500000 Penalty: 3468.421631
	Iteration 129Q: 3 clusters Score -5337236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5337242.000000 Penalty: 3468.421631
	Iteration 130Q: 3 clusters Score -5337242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5337244.000000 Penalty: 3468.421631
	Iteration 131Q: 3 clusters Score -5337244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5337241.000000 Penalty: 3468.421631
	Iteration 132Q: 3 clusters Score -5337241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5337244.000000 Penalty: 3468.421631
	Iteration 133Q: 3 clusters Score -5337244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5337242.000000 Penalty: 3468.421631
	Iteration 134Q: 3 clusters Score -5337242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5337238.500000 Penalty: 3468.421631
	Iteration 135Q: 3 clusters Score -5337238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5337238.500000 Penalty: 3468.421631
	Iteration 136Q: 3 clusters Score -5337238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5337243.000000 Penalty: 3468.421631
	Iteration 137Q: 3 clusters Score -5337243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5337241.500000 Penalty: 3468.421631
	Iteration 138Q: 3 clusters Score -5337242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5337241.500000 Penalty: 3468.421631
	Iteration 139F: 3 clusters Score -5337242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 20115 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 51101 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 17073 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 139821 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Entering Unmasked Estep 
Score: -141562464.000000 Penalty: 45373.308594
Splitting cluster 2 changes total score from -141559664.000000 to -141562464.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (20115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Entering Unmasked Estep 
Score: -2433735.750000 Penalty: 1610.248413
	Iteration 0F: 2 clusters Score -2433736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2420104.750000 Penalty: 3220.496826
	Iteration 0F: 3 clusters Score -2420105 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2425563.000000 Penalty: 3220.496826
	Iteration 1F: 3 clusters Score -2425563 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2426708.000000 Penalty: 3220.496826
	Iteration 2F: 3 clusters Score -2426708 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2427769.750000 Penalty: 3220.496826
	Iteration 3F: 3 clusters Score -2427770 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2428757.000000 Penalty: 3220.496826
	Iteration 4F: 3 clusters Score -2428757 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2429643.250000 Penalty: 3220.496826
	Iteration 5F: 3 clusters Score -2429643 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2430433.750000 Penalty: 3220.496826
	Iteration 6F: 3 clusters Score -2430434 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2431188.250000 Penalty: 3220.496826
	Iteration 7F: 3 clusters Score -2431188 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2431938.250000 Penalty: 3220.496826
	Iteration 8F: 3 clusters Score -2431938 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2432707.500000 Penalty: 3220.496826
	Iteration 9Q: 3 clusters Score -2432708 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2433401.750000 Penalty: 3220.496826
	Iteration 10Q: 3 clusters Score -2433402 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2433941.500000 Penalty: 3220.496826
	Iteration 11Q: 3 clusters Score -2433942 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2434350.750000 Penalty: 3220.496826
	Iteration 12Q: 3 clusters Score -2434351 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2434735.250000 Penalty: 3220.496826
	Iteration 13Q: 3 clusters Score -2434735 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2435062.250000 Penalty: 3220.496826
	Iteration 14Q: 3 clusters Score -2435062 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2435312.000000 Penalty: 3220.496826
	Iteration 15Q: 3 clusters Score -2435312 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2435500.000000 Penalty: 3220.496826
	Iteration 16Q: 3 clusters Score -2435500 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2435643.750000 Penalty: 3220.496826
	Iteration 17Q: 3 clusters Score -2435644 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2435747.500000 Penalty: 3220.496826
	Iteration 18Q: 3 clusters Score -2435748 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2435854.250000 Penalty: 3220.496826
	Iteration 19Q: 3 clusters Score -2435854 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2435943.250000 Penalty: 3220.496826
	Iteration 20F: 3 clusters Score -2435943 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2436044.500000 Penalty: 3220.496826
	Iteration 21Q: 3 clusters Score -2436044 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2436122.000000 Penalty: 3220.496826
	Iteration 22Q: 3 clusters Score -2436122 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2436196.750000 Penalty: 3220.496826
	Iteration 23Q: 3 clusters Score -2436197 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2436259.000000 Penalty: 3220.496826
	Iteration 24Q: 3 clusters Score -2436259 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2436334.000000 Penalty: 3220.496826
	Iteration 25Q: 3 clusters Score -2436334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2436410.500000 Penalty: 3220.496826
	Iteration 26Q: 3 clusters Score -2436410 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2436483.750000 Penalty: 3220.496826
	Iteration 27Q: 3 clusters Score -2436484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2436542.750000 Penalty: 3220.496826
	Iteration 28Q: 3 clusters Score -2436543 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2436599.500000 Penalty: 3220.496826
	Iteration 29Q: 3 clusters Score -2436600 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2436661.250000 Penalty: 3220.496826
	Iteration 30Q: 3 clusters Score -2436661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2436700.500000 Penalty: 3220.496826
	Iteration 31Q: 3 clusters Score -2436700 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2436765.750000 Penalty: 3220.496826
	Iteration 32Q: 3 clusters Score -2436766 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2436819.250000 Penalty: 3220.496826
	Iteration 33Q: 3 clusters Score -2436819 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2436871.000000 Penalty: 3220.496826
	Iteration 34Q: 3 clusters Score -2436871 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2436916.250000 Penalty: 3220.496826
	Iteration 35Q: 3 clusters Score -2436916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2436958.750000 Penalty: 3220.496826
	Iteration 36Q: 3 clusters Score -2436959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2437011.250000 Penalty: 3220.496826
	Iteration 37Q: 3 clusters Score -2437011 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2437062.500000 Penalty: 3220.496826
	Iteration 38Q: 3 clusters Score -2437062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2437094.000000 Penalty: 3220.496826
	Iteration 39Q: 3 clusters Score -2437094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2437143.000000 Penalty: 3220.496826
	Iteration 40F: 3 clusters Score -2437143 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2437173.250000 Penalty: 3220.496826
	Iteration 41Q: 3 clusters Score -2437173 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2437205.000000 Penalty: 3220.496826
	Iteration 42Q: 3 clusters Score -2437205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2437226.750000 Penalty: 3220.496826
	Iteration 43Q: 3 clusters Score -2437227 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2437234.750000 Penalty: 3220.496826
	Iteration 44Q: 3 clusters Score -2437235 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2437254.500000 Penalty: 3220.496826
	Iteration 45Q: 3 clusters Score -2437254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2437270.500000 Penalty: 3220.496826
	Iteration 46Q: 3 clusters Score -2437270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2437279.500000 Penalty: 3220.496826
	Iteration 47Q: 3 clusters Score -2437280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2437292.500000 Penalty: 3220.496826
	Iteration 48Q: 3 clusters Score -2437292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2437290.500000 Penalty: 3220.496826
	Iteration 49Q: 3 clusters Score -2437290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2437292.750000 Penalty: 3220.496826
	Iteration 50Q: 3 clusters Score -2437293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2437292.750000 Penalty: 3220.496826
	Iteration 51Q: 3 clusters Score -2437293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2437295.000000 Penalty: 3220.496826
	Iteration 52Q: 3 clusters Score -2437295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2437292.250000 Penalty: 3220.496826
	Iteration 53Q: 3 clusters Score -2437292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2437294.750000 Penalty: 3220.496826
	Iteration 54Q: 3 clusters Score -2437295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2437300.250000 Penalty: 3220.496826
	Iteration 55Q: 3 clusters Score -2437300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2437307.500000 Penalty: 3220.496826
	Iteration 56Q: 3 clusters Score -2437308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2437311.500000 Penalty: 3220.496826
	Iteration 57Q: 3 clusters Score -2437312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2437310.000000 Penalty: 3220.496826
	Iteration 58Q: 3 clusters Score -2437310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2437307.750000 Penalty: 3220.496826
	Iteration 59Q: 3 clusters Score -2437308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2437307.750000 Penalty: 3220.496826
	Iteration 60F: 3 clusters Score -2437308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2437307.750000 Penalty: 3220.496826
	Iteration 61Q: 3 clusters Score -2437308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2437309.250000 Penalty: 3220.496826
	Iteration 62Q: 3 clusters Score -2437309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2437312.000000 Penalty: 3220.496826
	Iteration 63Q: 3 clusters Score -2437312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2437311.750000 Penalty: 3220.496826
	Iteration 64Q: 3 clusters Score -2437312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2437313.750000 Penalty: 3220.496826
	Iteration 65Q: 3 clusters Score -2437314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2437314.750000 Penalty: 3220.496826
	Iteration 66Q: 3 clusters Score -2437315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2437314.750000 Penalty: 3220.496826
	Iteration 67F: 3 clusters Score -2437315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 51101 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 17073 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 139821 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Entering Unmasked Estep 
Score: -141565200.000000 Penalty: 47641.972656
Splitting cluster 3 changes total score from -141559664.000000 to -141565200.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -239968.406250 Penalty: 1269.445679
	Iteration 0F: 2 clusters Score -239968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -238259.031250 Penalty: 2538.891357
	Iteration 0F: 3 clusters Score -238259 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -243663.296875 Penalty: 2538.891357
	Iteration 1F: 3 clusters Score -243663.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -246507.156250 Penalty: 2538.891357
	Iteration 2F: 3 clusters Score -246507.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -246879.625000 Penalty: 2538.891357
	Iteration 3Q: 3 clusters Score -246879.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -247014.609375 Penalty: 2538.891357
	Iteration 4Q: 3 clusters Score -247014.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -247118.750000 Penalty: 2538.891357
	Iteration 5Q: 3 clusters Score -247118.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -247173.921875 Penalty: 2538.891357
	Iteration 6Q: 3 clusters Score -247173.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -247194.359375 Penalty: 2538.891357
	Iteration 7Q: 3 clusters Score -247194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -247203.109375 Penalty: 2538.891357
	Iteration 8Q: 3 clusters Score -247203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -247208.906250 Penalty: 2538.891357
	Iteration 9Q: 3 clusters Score -247208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -247209.640625 Penalty: 2538.891357
	Iteration 10Q: 3 clusters Score -247209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -247210.703125 Penalty: 2538.891357
	Iteration 11Q: 3 clusters Score -247210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -247212.187500 Penalty: 2538.891357
	Iteration 12Q: 3 clusters Score -247212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -247215.203125 Penalty: 2538.891357
	Iteration 13Q: 3 clusters Score -247215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -247219.359375 Penalty: 2538.891357
	Iteration 14Q: 3 clusters Score -247219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -247223.265625 Penalty: 2538.891357
	Iteration 15Q: 3 clusters Score -247223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -247223.859375 Penalty: 2538.891357
	Iteration 16Q: 3 clusters Score -247223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -247223.859375 Penalty: 2538.891357
	Iteration 17F: 3 clusters Score -247223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 51101 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 17073 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 139821 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 1711 members 
Entering Unmasked Estep 
Score: -141572096.000000 Penalty: 49910.636719
Splitting cluster 4 changes total score from -141559664.000000 to -141572096.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (136038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136038 members 
Entering Unmasked Estep 
Score: -17067228.000000 Penalty: 1920.861938
	Iteration 0F: 2 clusters Score -1.706723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -16987494.000000 Penalty: 3841.723877
	Iteration 0F: 3 clusters Score -1.698749e+07 nChanged 65535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -17026468.000000 Penalty: 3841.723877
	Iteration 1F: 3 clusters Score -1.702647e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -17028372.000000 Penalty: 3841.723877
	Iteration 2Q: 3 clusters Score -1.702837e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -17031068.000000 Penalty: 3841.723877
	Iteration 3Q: 3 clusters Score -1.703107e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -17035136.000000 Penalty: 3841.723877
	Iteration 4F: 3 clusters Score -1.703514e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -17040960.000000 Penalty: 3841.723877
	Iteration 5F: 3 clusters Score -1.704096e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -17048832.000000 Penalty: 3841.723877
	Iteration 6F: 3 clusters Score -1.704883e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -17056676.000000 Penalty: 3841.723877
	Iteration 7F: 3 clusters Score -1.705668e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -17061988.000000 Penalty: 3841.723877
	Iteration 8F: 3 clusters Score -1.706199e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 112924 members 
Entering Unmasked Estep 
Score: -17064964.000000 Penalty: 3841.723877
	Iteration 9Q: 3 clusters Score -1.706496e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 116574 members 
Entering Unmasked Estep 
Score: -17066308.000000 Penalty: 3841.723877
	Iteration 10Q: 3 clusters Score -1.706631e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 119678 members 
Entering Unmasked Estep 
Score: -17066836.000000 Penalty: 3841.723877
	Iteration 11Q: 3 clusters Score -1.706684e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 122176 members 
Entering Unmasked Estep 
Score: -17067106.000000 Penalty: 3841.723877
	Iteration 12Q: 3 clusters Score -1.706711e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 124321 members 
Entering Unmasked Estep 
Score: -17067240.000000 Penalty: 3841.723877
	Iteration 13Q: 3 clusters Score -1.706724e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 126221 members 
Entering Unmasked Estep 
Score: -17067388.000000 Penalty: 3841.723877
	Iteration 14Q: 3 clusters Score -1.706739e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 127871 members 
Entering Unmasked Estep 
Score: -17067618.000000 Penalty: 3841.723877
	Iteration 15Q: 3 clusters Score -1.706762e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 129180 members 
Entering Unmasked Estep 
Score: -17067622.000000 Penalty: 3841.723877
	Iteration 16Q: 3 clusters Score -1.706762e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -17067758.000000 Penalty: 3841.723877
	Iteration 17Q: 3 clusters Score -1.706776e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -17067726.000000 Penalty: 3841.723877
	Iteration 18Q: 3 clusters Score -1.706773e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 131519 members 
Entering Unmasked Estep 
Score: -17067602.000000 Penalty: 3841.723877
	Iteration 19Q: 3 clusters Score -1.70676e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -17067588.000000 Penalty: 3841.723877
	Iteration 20F: 3 clusters Score -1.706759e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 132265 members 
Entering Unmasked Estep 
Score: -17067590.000000 Penalty: 3841.723877
	Iteration 21Q: 3 clusters Score -1.706759e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -17067576.000000 Penalty: 3841.723877
	Iteration 22Q: 3 clusters Score -1.706758e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -17067534.000000 Penalty: 3841.723877
	Iteration 23Q: 3 clusters Score -1.706753e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -17067448.000000 Penalty: 3841.723877
	Iteration 24Q: 3 clusters Score -1.706745e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 132949 members 
Entering Unmasked Estep 
Score: -17067440.000000 Penalty: 3841.723877
	Iteration 25Q: 3 clusters Score -1.706744e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
Score: -17067372.000000 Penalty: 3841.723877
	Iteration 26Q: 3 clusters Score -1.706737e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
Score: -17067366.000000 Penalty: 3841.723877
	Iteration 27Q: 3 clusters Score -1.706737e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 133136 members 
Entering Unmasked Estep 
Score: -17067358.000000 Penalty: 3841.723877
	Iteration 28Q: 3 clusters Score -1.706736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -17067352.000000 Penalty: 3841.723877
	Iteration 29Q: 3 clusters Score -1.706735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 133197 members 
Entering Unmasked Estep 
Score: -17067352.000000 Penalty: 3841.723877
	Iteration 30Q: 3 clusters Score -1.706735e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -17067300.000000 Penalty: 3841.723877
	Iteration 31Q: 3 clusters Score -1.70673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 133260 members 
Entering Unmasked Estep 
Score: -17067290.000000 Penalty: 3841.723877
	Iteration 32Q: 3 clusters Score -1.706729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 133284 members 
Entering Unmasked Estep 
Score: -17067294.000000 Penalty: 3841.723877
	Iteration 33Q: 3 clusters Score -1.706729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -17067288.000000 Penalty: 3841.723877
	Iteration 34Q: 3 clusters Score -1.706729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -17067262.000000 Penalty: 3841.723877
	Iteration 35Q: 3 clusters Score -1.706726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 133354 members 
Entering Unmasked Estep 
Score: -17067246.000000 Penalty: 3841.723877
	Iteration 36Q: 3 clusters Score -1.706725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 133370 members 
Entering Unmasked Estep 
Score: -17067236.000000 Penalty: 3841.723877
	Iteration 37Q: 3 clusters Score -1.706724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 133386 members 
Entering Unmasked Estep 
Score: -17067226.000000 Penalty: 3841.723877
	Iteration 38Q: 3 clusters Score -1.706723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 133411 members 
Entering Unmasked Estep 
Score: -17067240.000000 Penalty: 3841.723877
	Iteration 39Q: 3 clusters Score -1.706724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 133430 members 
Entering Unmasked Estep 
Score: -17067232.000000 Penalty: 3841.723877
	Iteration 40F: 3 clusters Score -1.706723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 133441 members 
Entering Unmasked Estep 
Score: -17067206.000000 Penalty: 3841.723877
	Iteration 41Q: 3 clusters Score -1.706721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 133447 members 
Entering Unmasked Estep 
Score: -17067218.000000 Penalty: 3841.723877
	Iteration 42Q: 3 clusters Score -1.706722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 133457 members 
Entering Unmasked Estep 
Score: -17067220.000000 Penalty: 3841.723877
	Iteration 43Q: 3 clusters Score -1.706722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 133469 members 
Entering Unmasked Estep 
Score: -17067234.000000 Penalty: 3841.723877
	Iteration 44Q: 3 clusters Score -1.706723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 133482 members 
Entering Unmasked Estep 
Score: -17067216.000000 Penalty: 3841.723877
	Iteration 45Q: 3 clusters Score -1.706722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 133498 members 
Entering Unmasked Estep 
Score: -17067208.000000 Penalty: 3841.723877
	Iteration 46Q: 3 clusters Score -1.706721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 133511 members 
Entering Unmasked Estep 
Score: -17067212.000000 Penalty: 3841.723877
	Iteration 47Q: 3 clusters Score -1.706721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
Score: -17067196.000000 Penalty: 3841.723877
	Iteration 48Q: 3 clusters Score -1.70672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 133523 members 
Entering Unmasked Estep 
Score: -17067196.000000 Penalty: 3841.723877
	Iteration 49Q: 3 clusters Score -1.70672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 133526 members 
Entering Unmasked Estep 
Score: -17067206.000000 Penalty: 3841.723877
	Iteration 50Q: 3 clusters Score -1.706721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 133528 members 
Entering Unmasked Estep 
Score: -17067202.000000 Penalty: 3841.723877
	Iteration 51Q: 3 clusters Score -1.70672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 133530 members 
Entering Unmasked Estep 
Score: -17067198.000000 Penalty: 3841.723877
	Iteration 52Q: 3 clusters Score -1.70672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 133530 members 
Entering Unmasked Estep 
Score: -17067204.000000 Penalty: 3841.723877
	Iteration 53Q: 3 clusters Score -1.70672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 133533 members 
Entering Unmasked Estep 
Score: -17067190.000000 Penalty: 3841.723877
	Iteration 54Q: 3 clusters Score -1.706719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 133537 members 
Entering Unmasked Estep 
Score: -17067202.000000 Penalty: 3841.723877
	Iteration 55Q: 3 clusters Score -1.70672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -17067196.000000 Penalty: 3841.723877
	Iteration 56Q: 3 clusters Score -1.70672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -17067192.000000 Penalty: 3841.723877
	Iteration 57Q: 3 clusters Score -1.706719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -17067194.000000 Penalty: 3841.723877
	Iteration 58Q: 3 clusters Score -1.706719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 133544 members 
Entering Unmasked Estep 
Score: -17067202.000000 Penalty: 3841.723877
	Iteration 59Q: 3 clusters Score -1.70672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 133544 members 
Entering Unmasked Estep 
Score: -17067202.000000 Penalty: 3841.723877
	Iteration 60F: 3 clusters Score -1.70672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Entering Unmasked Estep 
Score: -6186257.000000 Penalty: 1761.753418
	Iteration 0F: 2 clusters Score -6186257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6152045.500000 Penalty: 3523.506836
	Iteration 0F: 3 clusters Score -6152046 nChanged 24051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6165923.500000 Penalty: 3523.506836
	Iteration 1F: 3 clusters Score -6165924 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -6166835.000000 Penalty: 3523.506836
	Iteration 2Q: 3 clusters Score -6166835 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -6168280.000000 Penalty: 3523.506836
	Iteration 3Q: 3 clusters Score -6168280 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -6170149.000000 Penalty: 3523.506836
	Iteration 4F: 3 clusters Score -6170149 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -6172452.000000 Penalty: 3523.506836
	Iteration 5F: 3 clusters Score -6172452 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6174457.000000 Penalty: 3523.506836
	Iteration 6F: 3 clusters Score -6174457 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -6175987.000000 Penalty: 3523.506836
	Iteration 7F: 3 clusters Score -6175987 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -6177054.500000 Penalty: 3523.506836
	Iteration 8F: 3 clusters Score -6177054 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -6177737.500000 Penalty: 3523.506836
	Iteration 9Q: 3 clusters Score -6177738 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -6178196.000000 Penalty: 3523.506836
	Iteration 10Q: 3 clusters Score -6178196 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -6178497.000000 Penalty: 3523.506836
	Iteration 11Q: 3 clusters Score -6178497 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6178688.500000 Penalty: 3523.506836
	Iteration 12Q: 3 clusters Score -6178688 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -6178896.000000 Penalty: 3523.506836
	Iteration 13Q: 3 clusters Score -6178896 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6179100.000000 Penalty: 3523.506836
	Iteration 14Q: 3 clusters Score -6179100 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -6179284.500000 Penalty: 3523.506836
	Iteration 15Q: 3 clusters Score -6179284 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6179544.500000 Penalty: 3523.506836
	Iteration 16Q: 3 clusters Score -6179544 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -6179849.000000 Penalty: 3523.506836
	Iteration 17Q: 3 clusters Score -6179849 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -6180231.000000 Penalty: 3523.506836
	Iteration 18Q: 3 clusters Score -6180231 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -6180766.500000 Penalty: 3523.506836
	Iteration 19Q: 3 clusters Score -6180766 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -6181566.000000 Penalty: 3523.506836
	Iteration 20F: 3 clusters Score -6181566 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -6182464.500000 Penalty: 3523.506836
	Iteration 21Q: 3 clusters Score -6182464 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -6183647.000000 Penalty: 3523.506836
	Iteration 22Q: 3 clusters Score -6183647 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -6185056.000000 Penalty: 3523.506836
	Iteration 23Q: 3 clusters Score -6185056 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -6186431.000000 Penalty: 3523.506836
	Iteration 24Q: 3 clusters Score -6186431 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -6187634.000000 Penalty: 3523.506836
	Iteration 25Q: 3 clusters Score -6187634 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -6188399.000000 Penalty: 3523.506836
	Iteration 26Q: 3 clusters Score -6188399 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -6188837.500000 Penalty: 3523.506836
	Iteration 27Q: 3 clusters Score -6188838 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -6189086.500000 Penalty: 3523.506836
	Iteration 28Q: 3 clusters Score -6189086 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6189240.000000 Penalty: 3523.506836
	Iteration 29Q: 3 clusters Score -6189240 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -6189309.500000 Penalty: 3523.506836
	Iteration 30Q: 3 clusters Score -6189310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6189366.000000 Penalty: 3523.506836
	Iteration 31Q: 3 clusters Score -6189366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6189391.000000 Penalty: 3523.506836
	Iteration 32Q: 3 clusters Score -6189391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -6189388.000000 Penalty: 3523.506836
	Iteration 33Q: 3 clusters Score -6189388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -6189405.000000 Penalty: 3523.506836
	Iteration 34Q: 3 clusters Score -6189405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -6189423.500000 Penalty: 3523.506836
	Iteration 35Q: 3 clusters Score -6189424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -6189432.000000 Penalty: 3523.506836
	Iteration 36Q: 3 clusters Score -6189432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -6189452.000000 Penalty: 3523.506836
	Iteration 37Q: 3 clusters Score -6189452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6189458.500000 Penalty: 3523.506836
	Iteration 38Q: 3 clusters Score -6189458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -6189459.500000 Penalty: 3523.506836
	Iteration 39Q: 3 clusters Score -6189460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6189496.000000 Penalty: 3523.506836
	Iteration 40F: 3 clusters Score -6189496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6189508.500000 Penalty: 3523.506836
	Iteration 41Q: 3 clusters Score -6189508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -6189521.000000 Penalty: 3523.506836
	Iteration 42Q: 3 clusters Score -6189521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6189538.500000 Penalty: 3523.506836
	Iteration 43Q: 3 clusters Score -6189538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -6189532.500000 Penalty: 3523.506836
	Iteration 44Q: 3 clusters Score -6189532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -6189534.500000 Penalty: 3523.506836
	Iteration 45Q: 3 clusters Score -6189534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -6189535.000000 Penalty: 3523.506836
	Iteration 46Q: 3 clusters Score -6189535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -6189532.000000 Penalty: 3523.506836
	Iteration 47Q: 3 clusters Score -6189532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -6189540.000000 Penalty: 3523.506836
	Iteration 48Q: 3 clusters Score -6189540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -6189536.500000 Penalty: 3523.506836
	Iteration 49Q: 3 clusters Score -6189536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -6189533.500000 Penalty: 3523.506836
	Iteration 50Q: 3 clusters Score -6189534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6189535.500000 Penalty: 3523.506836
	Iteration 51Q: 3 clusters Score -6189536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6189535.500000 Penalty: 3523.506836
	Iteration 52F: 3 clusters Score -6189536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 17073 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 139821 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 48938 members 
Entering Unmasked Estep 
Score: -141574400.000000 Penalty: 52179.304688
Splitting cluster 6 changes total score from -141559664.000000 to -141574400.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (129250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129250 members 
Entering Unmasked Estep 
Score: -16220048.000000 Penalty: 1912.544312
	Iteration 0F: 2 clusters Score -1.622005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -16144976.000000 Penalty: 3825.088623
	Iteration 0F: 3 clusters Score -1.614498e+07 nChanged 62107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -16182160.000000 Penalty: 3825.088623
	Iteration 1F: 3 clusters Score -1.618216e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -16184653.000000 Penalty: 3825.088623
	Iteration 2Q: 3 clusters Score -1.618465e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -16188688.000000 Penalty: 3825.088623
	Iteration 3F: 3 clusters Score -1.618869e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -16194981.000000 Penalty: 3825.088623
	Iteration 4F: 3 clusters Score -1.619498e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -16203269.000000 Penalty: 3825.088623
	Iteration 5F: 3 clusters Score -1.620327e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -16212327.000000 Penalty: 3825.088623
	Iteration 6F: 3 clusters Score -1.621233e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -16219307.000000 Penalty: 3825.088623
	Iteration 7F: 3 clusters Score -1.621931e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -16222524.000000 Penalty: 3825.088623
	Iteration 8Q: 3 clusters Score -1.622252e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -16223328.000000 Penalty: 3825.088623
	Iteration 9Q: 3 clusters Score -1.622333e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -16223235.000000 Penalty: 3825.088623
	Iteration 10Q: 3 clusters Score -1.622324e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 119090 members 
Entering Unmasked Estep 
Score: -16222778.000000 Penalty: 3825.088623
	Iteration 11Q: 3 clusters Score -1.622278e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 121180 members 
Entering Unmasked Estep 
Score: -16222212.000000 Penalty: 3825.088623
	Iteration 12Q: 3 clusters Score -1.622221e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -16221620.000000 Penalty: 3825.088623
	Iteration 13Q: 3 clusters Score -1.622162e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -16221125.000000 Penalty: 3825.088623
	Iteration 14Q: 3 clusters Score -1.622112e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 125225 members 
Entering Unmasked Estep 
Score: -16220868.000000 Penalty: 3825.088623
	Iteration 15Q: 3 clusters Score -1.622087e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -16220599.000000 Penalty: 3825.088623
	Iteration 16Q: 3 clusters Score -1.62206e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 126585 members 
Entering Unmasked Estep 
Score: -16220374.000000 Penalty: 3825.088623
	Iteration 17Q: 3 clusters Score -1.622037e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 127004 members 
Entering Unmasked Estep 
Score: -16220144.000000 Penalty: 3825.088623
	Iteration 18Q: 3 clusters Score -1.622014e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 127302 members 
Entering Unmasked Estep 
Score: -16220005.000000 Penalty: 3825.088623
	Iteration 19Q: 3 clusters Score -1.622e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 127520 members 
Entering Unmasked Estep 
Score: -16219876.000000 Penalty: 3825.088623
	Iteration 20F: 3 clusters Score -1.621988e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 127705 members 
Entering Unmasked Estep 
Score: -16219787.000000 Penalty: 3825.088623
	Iteration 21Q: 3 clusters Score -1.621979e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 127850 members 
Entering Unmasked Estep 
Score: -16219712.000000 Penalty: 3825.088623
	Iteration 22Q: 3 clusters Score -1.621971e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -16219656.000000 Penalty: 3825.088623
	Iteration 23Q: 3 clusters Score -1.621966e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 128068 members 
Entering Unmasked Estep 
Score: -16219619.000000 Penalty: 3825.088623
	Iteration 24Q: 3 clusters Score -1.621962e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 128142 members 
Entering Unmasked Estep 
Score: -16219571.000000 Penalty: 3825.088623
	Iteration 25Q: 3 clusters Score -1.621957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -16219538.000000 Penalty: 3825.088623
	Iteration 26Q: 3 clusters Score -1.621954e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 128216 members 
Entering Unmasked Estep 
Score: -16219516.000000 Penalty: 3825.088623
	Iteration 27Q: 3 clusters Score -1.621952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 128239 members 
Entering Unmasked Estep 
Score: -16219528.000000 Penalty: 3825.088623
	Iteration 28Q: 3 clusters Score -1.621953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 128253 members 
Entering Unmasked Estep 
Score: -16219519.000000 Penalty: 3825.088623
	Iteration 29Q: 3 clusters Score -1.621952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -16219520.000000 Penalty: 3825.088623
	Iteration 30Q: 3 clusters Score -1.621952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 128282 members 
Entering Unmasked Estep 
Score: -16219519.000000 Penalty: 3825.088623
	Iteration 31Q: 3 clusters Score -1.621952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -16219527.000000 Penalty: 3825.088623
	Iteration 32Q: 3 clusters Score -1.621953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -16219536.000000 Penalty: 3825.088623
	Iteration 33Q: 3 clusters Score -1.621954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -16219550.000000 Penalty: 3825.088623
	Iteration 34Q: 3 clusters Score -1.621955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 128300 members 
Entering Unmasked Estep 
Score: -16219552.000000 Penalty: 3825.088623
	Iteration 35Q: 3 clusters Score -1.621955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -16219555.000000 Penalty: 3825.088623
	Iteration 36Q: 3 clusters Score -1.621956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -16219555.000000 Penalty: 3825.088623
	Iteration 37Q: 3 clusters Score -1.621956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -16219562.000000 Penalty: 3825.088623
	Iteration 38Q: 3 clusters Score -1.621956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 128300 members 
Entering Unmasked Estep 
Score: -16219553.000000 Penalty: 3825.088623
	Iteration 39Q: 3 clusters Score -1.621955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 128294 members 
Entering Unmasked Estep 
Score: -16219556.000000 Penalty: 3825.088623
	Iteration 40F: 3 clusters Score -1.621956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 128291 members 
Entering Unmasked Estep 
Score: -16219559.000000 Penalty: 3825.088623
	Iteration 41Q: 3 clusters Score -1.621956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -16219571.000000 Penalty: 3825.088623
	Iteration 42Q: 3 clusters Score -1.621957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 128285 members 
Entering Unmasked Estep 
Score: -16219579.000000 Penalty: 3825.088623
	Iteration 43Q: 3 clusters Score -1.621958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 128280 members 
Entering Unmasked Estep 
Score: -16219578.000000 Penalty: 3825.088623
	Iteration 44Q: 3 clusters Score -1.621958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 128276 members 
Entering Unmasked Estep 
Score: -16219574.000000 Penalty: 3825.088623
	Iteration 45Q: 3 clusters Score -1.621957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 128268 members 
Entering Unmasked Estep 
Score: -16219586.000000 Penalty: 3825.088623
	Iteration 46Q: 3 clusters Score -1.621959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -16219575.000000 Penalty: 3825.088623
	Iteration 47Q: 3 clusters Score -1.621958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 128251 members 
Entering Unmasked Estep 
Score: -16219597.000000 Penalty: 3825.088623
	Iteration 48Q: 3 clusters Score -1.62196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 128255 members 
Entering Unmasked Estep 
Score: -16219594.000000 Penalty: 3825.088623
	Iteration 49Q: 3 clusters Score -1.621959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 128257 members 
Entering Unmasked Estep 
Score: -16219595.000000 Penalty: 3825.088623
	Iteration 50Q: 3 clusters Score -1.62196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -16219600.000000 Penalty: 3825.088623
	Iteration 51Q: 3 clusters Score -1.62196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 128247 members 
Entering Unmasked Estep 
Score: -16219597.000000 Penalty: 3825.088623
	Iteration 52Q: 3 clusters Score -1.62196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -16219620.000000 Penalty: 3825.088623
	Iteration 53Q: 3 clusters Score -1.621962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 128242 members 
Entering Unmasked Estep 
Score: -16219628.000000 Penalty: 3825.088623
	Iteration 54Q: 3 clusters Score -1.621963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -16219629.000000 Penalty: 3825.088623
	Iteration 55Q: 3 clusters Score -1.621963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 128235 members 
Entering Unmasked Estep 
Score: -16219642.000000 Penalty: 3825.088623
	Iteration 56Q: 3 clusters Score -1.621964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -16219636.000000 Penalty: 3825.088623
	Iteration 57Q: 3 clusters Score -1.621964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 128217 members 
Entering Unmasked Estep 
Score: -16219642.000000 Penalty: 3825.088623
	Iteration 58Q: 3 clusters Score -1.621964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 128207 members 
Entering Unmasked Estep 
Score: -16219639.000000 Penalty: 3825.088623
	Iteration 59Q: 3 clusters Score -1.621964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 128203 members 
Entering Unmasked Estep 
Score: -16219648.000000 Penalty: 3825.088623
	Iteration 60F: 3 clusters Score -1.621965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 128196 members 
Entering Unmasked Estep 
Score: -16219659.000000 Penalty: 3825.088623
	Iteration 61Q: 3 clusters Score -1.621966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 128191 members 
Entering Unmasked Estep 
Score: -16219680.000000 Penalty: 3825.088623
	Iteration 62Q: 3 clusters Score -1.621968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 128185 members 
Entering Unmasked Estep 
Score: -16219674.000000 Penalty: 3825.088623
	Iteration 63Q: 3 clusters Score -1.621967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 128183 members 
Entering Unmasked Estep 
Score: -16219685.000000 Penalty: 3825.088623
	Iteration 64Q: 3 clusters Score -1.621968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 128183 members 
Entering Unmasked Estep 
Score: -16219681.000000 Penalty: 3825.088623
	Iteration 65Q: 3 clusters Score -1.621968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -16219679.000000 Penalty: 3825.088623
	Iteration 66Q: 3 clusters Score -1.621968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -16219688.000000 Penalty: 3825.088623
	Iteration 67Q: 3 clusters Score -1.621969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 128185 members 
Entering Unmasked Estep 
Score: -16219682.000000 Penalty: 3825.088623
	Iteration 68Q: 3 clusters Score -1.621968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -16219680.000000 Penalty: 3825.088623
	Iteration 69Q: 3 clusters Score -1.621968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -16219685.000000 Penalty: 3825.088623
	Iteration 70Q: 3 clusters Score -1.621968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -16219685.000000 Penalty: 3825.088623
	Iteration 71Q: 3 clusters Score -1.621968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -16219681.000000 Penalty: 3825.088623
	Iteration 72Q: 3 clusters Score -1.621968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -16219690.000000 Penalty: 3825.088623
	Iteration 73Q: 3 clusters Score -1.621969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -16219689.000000 Penalty: 3825.088623
	Iteration 74Q: 3 clusters Score -1.621969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -16219684.000000 Penalty: 3825.088623
	Iteration 75Q: 3 clusters Score -1.621968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 128167 members 
Entering Unmasked Estep 
Score: -16219690.000000 Penalty: 3825.088623
	Iteration 76Q: 3 clusters Score -1.621969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -16219700.000000 Penalty: 3825.088623
	Iteration 77Q: 3 clusters Score -1.62197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 128164 members 
Entering Unmasked Estep 
Score: -16219686.000000 Penalty: 3825.088623
	Iteration 78Q: 3 clusters Score -1.621969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -16219683.000000 Penalty: 3825.088623
	Iteration 79Q: 3 clusters Score -1.621968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -16219685.000000 Penalty: 3825.088623
	Iteration 80F: 3 clusters Score -1.621968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Entering Unmasked Estep 
Score: -1979384.250000 Penalty: 1583.603760
	Iteration 0F: 2 clusters Score -1979384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1967751.500000 Penalty: 3167.207520
	Iteration 0F: 3 clusters Score -1967752 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1972322.500000 Penalty: 3167.207520
	Iteration 1F: 3 clusters Score -1972322 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1973333.750000 Penalty: 3167.207520
	Iteration 2F: 3 clusters Score -1973334 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1974379.500000 Penalty: 3167.207520
	Iteration 3F: 3 clusters Score -1974380 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1975271.625000 Penalty: 3167.207520
	Iteration 4F: 3 clusters Score -1975272 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1976053.500000 Penalty: 3167.207520
	Iteration 5F: 3 clusters Score -1976054 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1976624.375000 Penalty: 3167.207520
	Iteration 6F: 3 clusters Score -1976624 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1977051.375000 Penalty: 3167.207520
	Iteration 7Q: 3 clusters Score -1977051 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1977338.875000 Penalty: 3167.207520
	Iteration 8Q: 3 clusters Score -1977339 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1977543.625000 Penalty: 3167.207520
	Iteration 9Q: 3 clusters Score -1977544 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1977681.500000 Penalty: 3167.207520
	Iteration 10Q: 3 clusters Score -1977682 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1977789.750000 Penalty: 3167.207520
	Iteration 11Q: 3 clusters Score -1977790 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1977881.875000 Penalty: 3167.207520
	Iteration 12Q: 3 clusters Score -1977882 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1977950.125000 Penalty: 3167.207520
	Iteration 13Q: 3 clusters Score -1977950 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1978009.125000 Penalty: 3167.207520
	Iteration 14Q: 3 clusters Score -1978009 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1978044.625000 Penalty: 3167.207520
	Iteration 15Q: 3 clusters Score -1978045 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1978077.375000 Penalty: 3167.207520
	Iteration 16Q: 3 clusters Score -1978077 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1978103.250000 Penalty: 3167.207520
	Iteration 17Q: 3 clusters Score -1978103 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1978121.875000 Penalty: 3167.207520
	Iteration 18Q: 3 clusters Score -1978122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1978132.875000 Penalty: 3167.207520
	Iteration 19Q: 3 clusters Score -1978133 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1978151.500000 Penalty: 3167.207520
	Iteration 20F: 3 clusters Score -1978152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1978163.000000 Penalty: 3167.207520
	Iteration 21Q: 3 clusters Score -1978163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1978180.625000 Penalty: 3167.207520
	Iteration 22Q: 3 clusters Score -1978181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1978195.375000 Penalty: 3167.207520
	Iteration 23Q: 3 clusters Score -1978195 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1978204.500000 Penalty: 3167.207520
	Iteration 24Q: 3 clusters Score -1978204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1978221.125000 Penalty: 3167.207520
	Iteration 25Q: 3 clusters Score -1978221 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1978235.625000 Penalty: 3167.207520
	Iteration 26Q: 3 clusters Score -1978236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1978248.500000 Penalty: 3167.207520
	Iteration 27Q: 3 clusters Score -1978248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1978262.875000 Penalty: 3167.207520
	Iteration 28Q: 3 clusters Score -1978263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1978274.375000 Penalty: 3167.207520
	Iteration 29Q: 3 clusters Score -1978274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1978283.500000 Penalty: 3167.207520
	Iteration 30Q: 3 clusters Score -1978284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1978290.750000 Penalty: 3167.207520
	Iteration 31Q: 3 clusters Score -1978291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1978308.750000 Penalty: 3167.207520
	Iteration 32Q: 3 clusters Score -1978309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1978318.250000 Penalty: 3167.207520
	Iteration 33Q: 3 clusters Score -1978318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1978338.500000 Penalty: 3167.207520
	Iteration 34Q: 3 clusters Score -1978338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1978353.750000 Penalty: 3167.207520
	Iteration 35Q: 3 clusters Score -1978354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1978372.875000 Penalty: 3167.207520
	Iteration 36Q: 3 clusters Score -1978373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1978388.875000 Penalty: 3167.207520
	Iteration 37Q: 3 clusters Score -1978389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1978409.750000 Penalty: 3167.207520
	Iteration 38Q: 3 clusters Score -1978410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1978426.875000 Penalty: 3167.207520
	Iteration 39Q: 3 clusters Score -1978427 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1978452.000000 Penalty: 3167.207520
	Iteration 40F: 3 clusters Score -1978452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1978477.375000 Penalty: 3167.207520
	Iteration 41Q: 3 clusters Score -1978477 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1978504.625000 Penalty: 3167.207520
	Iteration 42Q: 3 clusters Score -1978505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1978525.250000 Penalty: 3167.207520
	Iteration 43Q: 3 clusters Score -1978525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1978548.375000 Penalty: 3167.207520
	Iteration 44Q: 3 clusters Score -1978548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1978562.875000 Penalty: 3167.207520
	Iteration 45Q: 3 clusters Score -1978563 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1978585.750000 Penalty: 3167.207520
	Iteration 46Q: 3 clusters Score -1978586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1978614.375000 Penalty: 3167.207520
	Iteration 47Q: 3 clusters Score -1978614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1978632.000000 Penalty: 3167.207520
	Iteration 48Q: 3 clusters Score -1978632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1978655.250000 Penalty: 3167.207520
	Iteration 49Q: 3 clusters Score -1978655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1978675.750000 Penalty: 3167.207520
	Iteration 50Q: 3 clusters Score -1978676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1978699.250000 Penalty: 3167.207520
	Iteration 51Q: 3 clusters Score -1978699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1978728.750000 Penalty: 3167.207520
	Iteration 52Q: 3 clusters Score -1978729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1978752.375000 Penalty: 3167.207520
	Iteration 53Q: 3 clusters Score -1978752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1978767.250000 Penalty: 3167.207520
	Iteration 54Q: 3 clusters Score -1978767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1978795.500000 Penalty: 3167.207520
	Iteration 55Q: 3 clusters Score -1978796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1978828.750000 Penalty: 3167.207520
	Iteration 56Q: 3 clusters Score -1978829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1978876.375000 Penalty: 3167.207520
	Iteration 57Q: 3 clusters Score -1978876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1978942.375000 Penalty: 3167.207520
	Iteration 58Q: 3 clusters Score -1978942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1979066.375000 Penalty: 3167.207520
	Iteration 59Q: 3 clusters Score -1979066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1979196.250000 Penalty: 3167.207520
	Iteration 60F: 3 clusters Score -1979196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1979354.125000 Penalty: 3167.207520
	Iteration 61Q: 3 clusters Score -1979354 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1979538.500000 Penalty: 3167.207520
	Iteration 62Q: 3 clusters Score -1979538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1979766.125000 Penalty: 3167.207520
	Iteration 63Q: 3 clusters Score -1979766 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1980038.250000 Penalty: 3167.207520
	Iteration 64Q: 3 clusters Score -1980038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1980183.125000 Penalty: 3167.207520
	Iteration 65Q: 3 clusters Score -1980183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1980228.375000 Penalty: 3167.207520
	Iteration 66Q: 3 clusters Score -1980228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1980258.000000 Penalty: 3167.207520
	Iteration 67Q: 3 clusters Score -1980258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1980281.875000 Penalty: 3167.207520
	Iteration 68Q: 3 clusters Score -1980282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1980291.875000 Penalty: 3167.207520
	Iteration 69Q: 3 clusters Score -1980292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1980301.625000 Penalty: 3167.207520
	Iteration 70Q: 3 clusters Score -1980302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1980307.125000 Penalty: 3167.207520
	Iteration 71Q: 3 clusters Score -1980307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1980309.000000 Penalty: 3167.207520
	Iteration 72Q: 3 clusters Score -1980309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1980309.250000 Penalty: 3167.207520
	Iteration 73Q: 3 clusters Score -1980309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1980310.250000 Penalty: 3167.207520
	Iteration 74Q: 3 clusters Score -1980310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1980310.500000 Penalty: 3167.207520
	Iteration 75Q: 3 clusters Score -1980310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1980390.375000 Penalty: 3167.207520
	Iteration 76F: 3 clusters Score -1980390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1980494.750000 Penalty: 3167.207520
	Iteration 77Q: 3 clusters Score -1980495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1980615.625000 Penalty: 3167.207520
	Iteration 78Q: 3 clusters Score -1980616 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1980736.000000 Penalty: 3167.207520
	Iteration 79Q: 3 clusters Score -1980736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1980903.125000 Penalty: 3167.207520
	Iteration 80F: 3 clusters Score -1980903 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1981105.375000 Penalty: 3167.207520
	Iteration 81Q: 3 clusters Score -1981105 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1981368.625000 Penalty: 3167.207520
	Iteration 82Q: 3 clusters Score -1981369 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1981588.875000 Penalty: 3167.207520
	Iteration 83Q: 3 clusters Score -1981589 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1981776.250000 Penalty: 3167.207520
	Iteration 84Q: 3 clusters Score -1981776 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1981871.250000 Penalty: 3167.207520
	Iteration 85Q: 3 clusters Score -1981871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1981928.000000 Penalty: 3167.207520
	Iteration 86Q: 3 clusters Score -1981928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1981943.500000 Penalty: 3167.207520
	Iteration 87Q: 3 clusters Score -1981944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1981962.250000 Penalty: 3167.207520
	Iteration 88Q: 3 clusters Score -1981962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1981967.250000 Penalty: 3167.207520
	Iteration 89Q: 3 clusters Score -1981967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1981971.875000 Penalty: 3167.207520
	Iteration 90Q: 3 clusters Score -1981972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1981971.250000 Penalty: 3167.207520
	Iteration 91Q: 3 clusters Score -1981971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1981983.625000 Penalty: 3167.207520
	Iteration 92Q: 3 clusters Score -1981984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1981983.500000 Penalty: 3167.207520
	Iteration 93Q: 3 clusters Score -1981984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1981978.750000 Penalty: 3167.207520
	Iteration 94Q: 3 clusters Score -1981979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1981977.500000 Penalty: 3167.207520
	Iteration 95Q: 3 clusters Score -1981978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1981978.375000 Penalty: 3167.207520
	Iteration 96Q: 3 clusters Score -1981978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1981977.875000 Penalty: 3167.207520
	Iteration 97Q: 3 clusters Score -1981978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1981981.375000 Penalty: 3167.207520
	Iteration 98Q: 3 clusters Score -1981981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1982116.125000 Penalty: 3167.207520
	Iteration 99F: 3 clusters Score -1982116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1982155.125000 Penalty: 3167.207520
	Iteration 100F: 3 clusters Score -1982155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1982168.375000 Penalty: 3167.207520
	Iteration 101Q: 3 clusters Score -1982168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1982172.375000 Penalty: 3167.207520
	Iteration 102Q: 3 clusters Score -1982172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1982174.625000 Penalty: 3167.207520
	Iteration 103Q: 3 clusters Score -1982175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1982184.375000 Penalty: 3167.207520
	Iteration 104Q: 3 clusters Score -1982184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1982183.375000 Penalty: 3167.207520
	Iteration 105Q: 3 clusters Score -1982183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1982184.125000 Penalty: 3167.207520
	Iteration 106Q: 3 clusters Score -1982184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1982182.625000 Penalty: 3167.207520
	Iteration 107Q: 3 clusters Score -1982183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1982182.375000 Penalty: 3167.207520
	Iteration 108Q: 3 clusters Score -1982182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1982181.000000 Penalty: 3167.207520
	Iteration 109Q: 3 clusters Score -1982181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1982182.000000 Penalty: 3167.207520
	Iteration 110Q: 3 clusters Score -1982182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1982180.750000 Penalty: 3167.207520
	Iteration 111Q: 3 clusters Score -1982181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1982180.750000 Penalty: 3167.207520
	Iteration 112F: 3 clusters Score -1982181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 139821 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 48938 members 
Mstep: Class 24 contains 14193 members 
Entering Unmasked Estep 
Score: -141576704.000000 Penalty: 54447.968750
Splitting cluster 9 changes total score from -141559664.000000 to -141576704.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (16590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Entering Unmasked Estep 
Score: -2041957.750000 Penalty: 1578.940308
	Iteration 0F: 2 clusters Score -2041958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2030434.000000 Penalty: 3157.880615
	Iteration 0F: 3 clusters Score -2030434 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2034498.875000 Penalty: 3157.880615
	Iteration 1F: 3 clusters Score -2034499 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2034864.250000 Penalty: 3157.880615
	Iteration 2F: 3 clusters Score -2034864 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2035326.625000 Penalty: 3157.880615
	Iteration 3F: 3 clusters Score -2035327 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2035922.000000 Penalty: 3157.880615
	Iteration 4F: 3 clusters Score -2035922 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2036492.250000 Penalty: 3157.880615
	Iteration 5F: 3 clusters Score -2036492 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2037096.250000 Penalty: 3157.880615
	Iteration 6F: 3 clusters Score -2037096 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2037736.500000 Penalty: 3157.880615
	Iteration 7F: 3 clusters Score -2037736 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2038381.875000 Penalty: 3157.880615
	Iteration 8F: 3 clusters Score -2038382 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2039035.250000 Penalty: 3157.880615
	Iteration 9F: 3 clusters Score -2039035 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2039622.250000 Penalty: 3157.880615
	Iteration 10F: 3 clusters Score -2039622 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2040267.000000 Penalty: 3157.880615
	Iteration 11Q: 3 clusters Score -2040267 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2041109.500000 Penalty: 3157.880615
	Iteration 12Q: 3 clusters Score -2041110 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2042196.125000 Penalty: 3157.880615
	Iteration 13Q: 3 clusters Score -2042196 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2043097.000000 Penalty: 3157.880615
	Iteration 14Q: 3 clusters Score -2043097 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2043442.625000 Penalty: 3157.880615
	Iteration 15Q: 3 clusters Score -2043443 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2043556.625000 Penalty: 3157.880615
	Iteration 16Q: 3 clusters Score -2043557 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2043594.750000 Penalty: 3157.880615
	Iteration 17Q: 3 clusters Score -2043595 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2043613.000000 Penalty: 3157.880615
	Iteration 18Q: 3 clusters Score -2043613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2043609.875000 Penalty: 3157.880615
	Iteration 19Q: 3 clusters Score -2043610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2043612.375000 Penalty: 3157.880615
	Iteration 20F: 3 clusters Score -2043612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2043617.125000 Penalty: 3157.880615
	Iteration 21Q: 3 clusters Score -2043617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2043618.500000 Penalty: 3157.880615
	Iteration 22Q: 3 clusters Score -2043618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2043619.875000 Penalty: 3157.880615
	Iteration 23Q: 3 clusters Score -2043620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2043624.625000 Penalty: 3157.880615
	Iteration 24Q: 3 clusters Score -2043625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2043620.875000 Penalty: 3157.880615
	Iteration 25Q: 3 clusters Score -2043621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2043621.125000 Penalty: 3157.880615
	Iteration 26Q: 3 clusters Score -2043621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2043621.375000 Penalty: 3157.880615
	Iteration 27Q: 3 clusters Score -2043621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2043619.875000 Penalty: 3157.880615
	Iteration 28Q: 3 clusters Score -2043620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2043619.875000 Penalty: 3157.880615
	Iteration 29F: 3 clusters Score -2043620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 139821 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 48938 members 
Mstep: Class 24 contains 14193 members 
Mstep: Class 25 contains 8354 members 
Entering Unmasked Estep 
Score: -141577440.000000 Penalty: 56716.632812
Splitting cluster 10 changes total score from -141559664.000000 to -141577440.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (127748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127748 members 
Entering Unmasked Estep 
Score: -16047283.000000 Penalty: 1910.644897
	Iteration 0F: 2 clusters Score -1.604728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -15967531.000000 Penalty: 3821.289795
	Iteration 0F: 3 clusters Score -1.596753e+07 nChanged 61231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -16004252.000000 Penalty: 3821.289795
	Iteration 1F: 3 clusters Score -1.600425e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -16006083.000000 Penalty: 3821.289795
	Iteration 2Q: 3 clusters Score -1.600608e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -16008803.000000 Penalty: 3821.289795
	Iteration 3Q: 3 clusters Score -1.60088e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -16012932.000000 Penalty: 3821.289795
	Iteration 4F: 3 clusters Score -1.601293e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -16018843.000000 Penalty: 3821.289795
	Iteration 5F: 3 clusters Score -1.601884e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -16026506.000000 Penalty: 3821.289795
	Iteration 6F: 3 clusters Score -1.602651e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -16033610.000000 Penalty: 3821.289795
	Iteration 7F: 3 clusters Score -1.603361e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -16039514.000000 Penalty: 3821.289795
	Iteration 8F: 3 clusters Score -1.603951e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -16043169.000000 Penalty: 3821.289795
	Iteration 9Q: 3 clusters Score -1.604317e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -16045039.000000 Penalty: 3821.289795
	Iteration 10Q: 3 clusters Score -1.604504e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -16046049.000000 Penalty: 3821.289795
	Iteration 11Q: 3 clusters Score -1.604605e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -16046372.000000 Penalty: 3821.289795
	Iteration 12Q: 3 clusters Score -1.604637e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -16046625.000000 Penalty: 3821.289795
	Iteration 13Q: 3 clusters Score -1.604662e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -16046732.000000 Penalty: 3821.289795
	Iteration 14Q: 3 clusters Score -1.604673e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -16046729.000000 Penalty: 3821.289795
	Iteration 15Q: 3 clusters Score -1.604673e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -16046785.000000 Penalty: 3821.289795
	Iteration 16Q: 3 clusters Score -1.604678e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -16046807.000000 Penalty: 3821.289795
	Iteration 17Q: 3 clusters Score -1.604681e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -16046868.000000 Penalty: 3821.289795
	Iteration 18Q: 3 clusters Score -1.604687e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -16046896.000000 Penalty: 3821.289795
	Iteration 19Q: 3 clusters Score -1.60469e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -16046917.000000 Penalty: 3821.289795
	Iteration 20F: 3 clusters Score -1.604692e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -16046877.000000 Penalty: 3821.289795
	Iteration 21Q: 3 clusters Score -1.604688e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -16046882.000000 Penalty: 3821.289795
	Iteration 22Q: 3 clusters Score -1.604688e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -16046912.000000 Penalty: 3821.289795
	Iteration 23Q: 3 clusters Score -1.604691e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -16046914.000000 Penalty: 3821.289795
	Iteration 24Q: 3 clusters Score -1.604691e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -16046934.000000 Penalty: 3821.289795
	Iteration 25Q: 3 clusters Score -1.604693e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -16046935.000000 Penalty: 3821.289795
	Iteration 26Q: 3 clusters Score -1.604694e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -16046938.000000 Penalty: 3821.289795
	Iteration 27Q: 3 clusters Score -1.604694e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -16046927.000000 Penalty: 3821.289795
	Iteration 28Q: 3 clusters Score -1.604693e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -16046940.000000 Penalty: 3821.289795
	Iteration 29Q: 3 clusters Score -1.604694e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -16046925.000000 Penalty: 3821.289795
	Iteration 30Q: 3 clusters Score -1.604692e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -16046881.000000 Penalty: 3821.289795
	Iteration 31Q: 3 clusters Score -1.604688e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -16046871.000000 Penalty: 3821.289795
	Iteration 32Q: 3 clusters Score -1.604687e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -16046878.000000 Penalty: 3821.289795
	Iteration 33Q: 3 clusters Score -1.604688e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -16046853.000000 Penalty: 3821.289795
	Iteration 34Q: 3 clusters Score -1.604685e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -16046872.000000 Penalty: 3821.289795
	Iteration 35Q: 3 clusters Score -1.604687e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -16046863.000000 Penalty: 3821.289795
	Iteration 36Q: 3 clusters Score -1.604686e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -16046862.000000 Penalty: 3821.289795
	Iteration 37Q: 3 clusters Score -1.604686e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -16046879.000000 Penalty: 3821.289795
	Iteration 38Q: 3 clusters Score -1.604688e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -16046864.000000 Penalty: 3821.289795
	Iteration 39Q: 3 clusters Score -1.604686e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -16046864.000000 Penalty: 3821.289795
	Iteration 40F: 3 clusters Score -1.604686e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -16046833.000000 Penalty: 3821.289795
	Iteration 41Q: 3 clusters Score -1.604683e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -16046787.000000 Penalty: 3821.289795
	Iteration 42Q: 3 clusters Score -1.604679e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -16046807.000000 Penalty: 3821.289795
	Iteration 43Q: 3 clusters Score -1.604681e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -16046861.000000 Penalty: 3821.289795
	Iteration 44Q: 3 clusters Score -1.604686e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -16046820.000000 Penalty: 3821.289795
	Iteration 45Q: 3 clusters Score -1.604682e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -16046793.000000 Penalty: 3821.289795
	Iteration 46Q: 3 clusters Score -1.604679e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -16046778.000000 Penalty: 3821.289795
	Iteration 47Q: 3 clusters Score -1.604678e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -16046812.000000 Penalty: 3821.289795
	Iteration 48Q: 3 clusters Score -1.604681e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -16046794.000000 Penalty: 3821.289795
	Iteration 49Q: 3 clusters Score -1.604679e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -16046781.000000 Penalty: 3821.289795
	Iteration 50Q: 3 clusters Score -1.604678e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -16046792.000000 Penalty: 3821.289795
	Iteration 51Q: 3 clusters Score -1.604679e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -16046748.000000 Penalty: 3821.289795
	Iteration 52Q: 3 clusters Score -1.604675e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -16046746.000000 Penalty: 3821.289795
	Iteration 53Q: 3 clusters Score -1.604675e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -16046791.000000 Penalty: 3821.289795
	Iteration 54Q: 3 clusters Score -1.604679e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -16046806.000000 Penalty: 3821.289795
	Iteration 55Q: 3 clusters Score -1.604681e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -16046788.000000 Penalty: 3821.289795
	Iteration 56Q: 3 clusters Score -1.604679e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -16046768.000000 Penalty: 3821.289795
	Iteration 57Q: 3 clusters Score -1.604677e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -16046799.000000 Penalty: 3821.289795
	Iteration 58Q: 3 clusters Score -1.60468e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -16046804.000000 Penalty: 3821.289795
	Iteration 59Q: 3 clusters Score -1.60468e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -16046789.000000 Penalty: 3821.289795
	Iteration 60F: 3 clusters Score -1.604679e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -16046746.000000 Penalty: 3821.289795
	Iteration 61Q: 3 clusters Score -1.604675e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -16046763.000000 Penalty: 3821.289795
	Iteration 62Q: 3 clusters Score -1.604676e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -16046733.000000 Penalty: 3821.289795
	Iteration 63Q: 3 clusters Score -1.604673e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -16046682.000000 Penalty: 3821.289795
	Iteration 64Q: 3 clusters Score -1.604668e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -16046664.000000 Penalty: 3821.289795
	Iteration 65Q: 3 clusters Score -1.604666e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -16046653.000000 Penalty: 3821.289795
	Iteration 66Q: 3 clusters Score -1.604665e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -16046624.000000 Penalty: 3821.289795
	Iteration 67Q: 3 clusters Score -1.604662e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -16046616.000000 Penalty: 3821.289795
	Iteration 68Q: 3 clusters Score -1.604662e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -16046616.000000 Penalty: 3821.289795
	Iteration 69Q: 3 clusters Score -1.604662e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -16046642.000000 Penalty: 3821.289795
	Iteration 70Q: 3 clusters Score -1.604664e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -16046656.000000 Penalty: 3821.289795
	Iteration 71Q: 3 clusters Score -1.604666e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.604666e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.604666e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -16046673.000000 Penalty: 3821.289795
	Iteration 74Q: 3 clusters Score -1.604667e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -16046686.000000 Penalty: 3821.289795
	Iteration 75Q: 3 clusters Score -1.604669e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -16046675.000000 Penalty: 3821.289795
	Iteration 76Q: 3 clusters Score -1.604668e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -16046669.000000 Penalty: 3821.289795
	Iteration 77Q: 3 clusters Score -1.604667e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -16046680.000000 Penalty: 3821.289795
	Iteration 78Q: 3 clusters Score -1.604668e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -16046629.000000 Penalty: 3821.289795
	Iteration 79Q: 3 clusters Score -1.604663e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -16046629.000000 Penalty: 3821.289795
	Iteration 80F: 3 clusters Score -1.604663e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -16046630.000000 Penalty: 3821.289795
	Iteration 81Q: 3 clusters Score -1.604663e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -16046631.000000 Penalty: 3821.289795
	Iteration 82Q: 3 clusters Score -1.604663e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.604666e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -16046645.000000 Penalty: 3821.289795
	Iteration 84Q: 3 clusters Score -1.604664e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -16046648.000000 Penalty: 3821.289795
	Iteration 85Q: 3 clusters Score -1.604665e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -16046632.000000 Penalty: 3821.289795
	Iteration 86Q: 3 clusters Score -1.604663e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -16046633.000000 Penalty: 3821.289795
	Iteration 87Q: 3 clusters Score -1.604663e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.60466e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.604663e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -16046596.000000 Penalty: 3821.289795
	Iteration 90Q: 3 clusters Score -1.60466e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -16046622.000000 Penalty: 3821.289795
	Iteration 91Q: 3 clusters Score -1.604662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -16046617.000000 Penalty: 3821.289795
	Iteration 92Q: 3 clusters Score -1.604662e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -16046610.000000 Penalty: 3821.289795
	Iteration 93Q: 3 clusters Score -1.604661e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.604659e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -16046584.000000 Penalty: 3821.289795
	Iteration 95Q: 3 clusters Score -1.604658e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -16046580.000000 Penalty: 3821.289795
	Iteration 96Q: 3 clusters Score -1.604658e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -16046569.000000 Penalty: 3821.289795
	Iteration 97Q: 3 clusters Score -1.604657e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.604659e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.60466e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -16046586.000000 Penalty: 3821.289795
	Iteration 100F: 3 clusters Score -1.604659e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -16046601.000000 Penalty: 3821.289795
	Iteration 101Q: 3 clusters Score -1.60466e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 83180 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.604664e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -16046588.000000 Penalty: 3821.289795
	Iteration 103Q: 3 clusters Score -1.604659e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -16046583.000000 Penalty: 3821.289795
	Iteration 104Q: 3 clusters Score -1.604658e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -16046563.000000 Penalty: 3821.289795
	Iteration 105Q: 3 clusters Score -1.604656e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -16046514.000000 Penalty: 3821.289795
	Iteration 106Q: 3 clusters Score -1.604651e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -16046495.000000 Penalty: 3821.289795
	Iteration 107Q: 3 clusters Score -1.60465e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -16046497.000000 Penalty: 3821.289795
	Iteration 108Q: 3 clusters Score -1.60465e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.604651e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -16046499.000000 Penalty: 3821.289795
	Iteration 110Q: 3 clusters Score -1.60465e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -16046478.000000 Penalty: 3821.289795
	Iteration 111Q: 3 clusters Score -1.604648e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -16046501.000000 Penalty: 3821.289795
	Iteration 112Q: 3 clusters Score -1.60465e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -16046528.000000 Penalty: 3821.289795
	Iteration 113Q: 3 clusters Score -1.604653e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -16046539.000000 Penalty: 3821.289795
	Iteration 114Q: 3 clusters Score -1.604654e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -16046542.000000 Penalty: 3821.289795
	Iteration 115Q: 3 clusters Score -1.604654e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -16046547.000000 Penalty: 3821.289795
	Iteration 116Q: 3 clusters Score -1.604655e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -16046548.000000 Penalty: 3821.289795
	Iteration 117Q: 3 clusters Score -1.604655e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -16046576.000000 Penalty: 3821.289795
	Iteration 118Q: 3 clusters Score -1.604658e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -16046574.000000 Penalty: 3821.289795
	Iteration 119Q: 3 clusters Score -1.604657e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -16046559.000000 Penalty: 3821.289795
	Iteration 120F: 3 clusters Score -1.604656e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -16046587.000000 Penalty: 3821.289795
	Iteration 121Q: 3 clusters Score -1.604659e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -16046590.000000 Penalty: 3821.289795
	Iteration 122Q: 3 clusters Score -1.604659e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -16046580.000000 Penalty: 3821.289795
	Iteration 123Q: 3 clusters Score -1.604658e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -16046600.000000 Penalty: 3821.289795
	Iteration 124Q: 3 clusters Score -1.60466e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -16046557.000000 Penalty: 3821.289795
	Iteration 125Q: 3 clusters Score -1.604656e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -16046551.000000 Penalty: 3821.289795
	Iteration 126Q: 3 clusters Score -1.604655e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -16046522.000000 Penalty: 3821.289795
	Iteration 127Q: 3 clusters Score -1.604652e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -16046494.000000 Penalty: 3821.289795
	Iteration 128Q: 3 clusters Score -1.604649e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -16046492.000000 Penalty: 3821.289795
	Iteration 129Q: 3 clusters Score -1.604649e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -16046508.000000 Penalty: 3821.289795
	Iteration 130Q: 3 clusters Score -1.604651e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -16046541.000000 Penalty: 3821.289795
	Iteration 131Q: 3 clusters Score -1.604654e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -16046548.000000 Penalty: 3821.289795
	Iteration 132Q: 3 clusters Score -1.604655e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.604654e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -16046550.000000 Penalty: 3821.289795
	Iteration 134Q: 3 clusters Score -1.604655e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -16046530.000000 Penalty: 3821.289795
	Iteration 135Q: 3 clusters Score -1.604653e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -16046556.000000 Penalty: 3821.289795
	Iteration 136Q: 3 clusters Score -1.604656e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -16046569.000000 Penalty: 3821.289795
	Iteration 137Q: 3 clusters Score -1.604657e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -16046575.000000 Penalty: 3821.289795
	Iteration 138Q: 3 clusters Score -1.604658e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -16046574.000000 Penalty: 3821.289795
	Iteration 139Q: 3 clusters Score -1.604657e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -16046558.000000 Penalty: 3821.289795
	Iteration 140F: 3 clusters Score -1.604656e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -16046580.000000 Penalty: 3821.289795
	Iteration 141Q: 3 clusters Score -1.604658e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -16046539.000000 Penalty: 3821.289795
	Iteration 142Q: 3 clusters Score -1.604654e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -16046540.000000 Penalty: 3821.289795
	Iteration 143Q: 3 clusters Score -1.604654e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -16046541.000000 Penalty: 3821.289795
	Iteration 144Q: 3 clusters Score -1.604654e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -16046526.000000 Penalty: 3821.289795
	Iteration 145Q: 3 clusters Score -1.604653e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -16046526.000000 Penalty: 3821.289795
	Iteration 146Q: 3 clusters Score -1.604653e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -16046528.000000 Penalty: 3821.289795
	Iteration 147Q: 3 clusters Score -1.604653e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -16046527.000000 Penalty: 3821.289795
	Iteration 148Q: 3 clusters Score -1.604653e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -16046493.000000 Penalty: 3821.289795
	Iteration 149Q: 3 clusters Score -1.604649e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -16046493.000000 Penalty: 3821.289795
	Iteration 150Q: 3 clusters Score -1.604649e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -16046473.000000 Penalty: 3821.289795
	Iteration 151Q: 3 clusters Score -1.604647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -16046470.000000 Penalty: 3821.289795
	Iteration 152Q: 3 clusters Score -1.604647e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -16046498.000000 Penalty: 3821.289795
	Iteration 153Q: 3 clusters Score -1.60465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -16046507.000000 Penalty: 3821.289795
	Iteration 154Q: 3 clusters Score -1.604651e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -16046505.000000 Penalty: 3821.289795
	Iteration 155Q: 3 clusters Score -1.60465e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -16046494.000000 Penalty: 3821.289795
	Iteration 156Q: 3 clusters Score -1.604649e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -16046505.000000 Penalty: 3821.289795
	Iteration 157Q: 3 clusters Score -1.60465e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -16046495.000000 Penalty: 3821.289795
	Iteration 158Q: 3 clusters Score -1.60465e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -16046483.000000 Penalty: 3821.289795
	Iteration 159Q: 3 clusters Score -1.604648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -16046472.000000 Penalty: 3821.289795
	Iteration 160F: 3 clusters Score -1.604647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -16046448.000000 Penalty: 3821.289795
	Iteration 161Q: 3 clusters Score -1.604645e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -16046440.000000 Penalty: 3821.289795
	Iteration 162Q: 3 clusters Score -1.604644e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -16046454.000000 Penalty: 3821.289795
	Iteration 163Q: 3 clusters Score -1.604645e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -16046437.000000 Penalty: 3821.289795
	Iteration 164Q: 3 clusters Score -1.604644e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -16046450.000000 Penalty: 3821.289795
	Iteration 165Q: 3 clusters Score -1.604645e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -16046457.000000 Penalty: 3821.289795
	Iteration 166Q: 3 clusters Score -1.604646e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -16046440.000000 Penalty: 3821.289795
	Iteration 167Q: 3 clusters Score -1.604644e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -16046442.000000 Penalty: 3821.289795
	Iteration 168Q: 3 clusters Score -1.604644e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -16046463.000000 Penalty: 3821.289795
	Iteration 169Q: 3 clusters Score -1.604646e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -16046454.000000 Penalty: 3821.289795
	Iteration 170Q: 3 clusters Score -1.604645e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -16046460.000000 Penalty: 3821.289795
	Iteration 171Q: 3 clusters Score -1.604646e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -16046441.000000 Penalty: 3821.289795
	Iteration 172Q: 3 clusters Score -1.604644e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -16046443.000000 Penalty: 3821.289795
	Iteration 173Q: 3 clusters Score -1.604644e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -16046441.000000 Penalty: 3821.289795
	Iteration 174Q: 3 clusters Score -1.604644e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -16046417.000000 Penalty: 3821.289795
	Iteration 175Q: 3 clusters Score -1.604642e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -16046395.000000 Penalty: 3821.289795
	Iteration 176Q: 3 clusters Score -1.60464e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -16046404.000000 Penalty: 3821.289795
	Iteration 177Q: 3 clusters Score -1.60464e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -16046405.000000 Penalty: 3821.289795
	Iteration 178Q: 3 clusters Score -1.60464e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -16046407.000000 Penalty: 3821.289795
	Iteration 179Q: 3 clusters Score -1.604641e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -16046424.000000 Penalty: 3821.289795
	Iteration 180F: 3 clusters Score -1.604642e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -16046406.000000 Penalty: 3821.289795
	Iteration 181Q: 3 clusters Score -1.604641e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -16046417.000000 Penalty: 3821.289795
	Iteration 182Q: 3 clusters Score -1.604642e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -16046405.000000 Penalty: 3821.289795
	Iteration 183Q: 3 clusters Score -1.60464e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -16046408.000000 Penalty: 3821.289795
	Iteration 184Q: 3 clusters Score -1.604641e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -16046412.000000 Penalty: 3821.289795
	Iteration 185Q: 3 clusters Score -1.604641e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -16046403.000000 Penalty: 3821.289795
	Iteration 186Q: 3 clusters Score -1.60464e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -16046401.000000 Penalty: 3821.289795
	Iteration 187Q: 3 clusters Score -1.60464e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -16046398.000000 Penalty: 3821.289795
	Iteration 188Q: 3 clusters Score -1.60464e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -16046396.000000 Penalty: 3821.289795
	Iteration 189Q: 3 clusters Score -1.60464e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -16046407.000000 Penalty: 3821.289795
	Iteration 190Q: 3 clusters Score -1.604641e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -16046399.000000 Penalty: 3821.289795
	Iteration 191Q: 3 clusters Score -1.60464e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -16046420.000000 Penalty: 3821.289795
	Iteration 192Q: 3 clusters Score -1.604642e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -16046416.000000 Penalty: 3821.289795
	Iteration 193Q: 3 clusters Score -1.604642e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -16046412.000000 Penalty: 3821.289795
	Iteration 194Q: 3 clusters Score -1.604641e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -16046458.000000 Penalty: 3821.289795
	Iteration 195Q: 3 clusters Score -1.604646e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -16046441.000000 Penalty: 3821.289795
	Iteration 196Q: 3 clusters Score -1.604644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -16046439.000000 Penalty: 3821.289795
	Iteration 197Q: 3 clusters Score -1.604644e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -16046423.000000 Penalty: 3821.289795
	Iteration 198Q: 3 clusters Score -1.604642e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -16046413.000000 Penalty: 3821.289795
	Iteration 199Q: 3 clusters Score -1.604641e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -16046435.000000 Penalty: 3821.289795
	Iteration 200F: 3 clusters Score -1.604644e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -16046425.000000 Penalty: 3821.289795
	Iteration 201Q: 3 clusters Score -1.604642e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -16046419.000000 Penalty: 3821.289795
	Iteration 202Q: 3 clusters Score -1.604642e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -16046417.000000 Penalty: 3821.289795
	Iteration 203Q: 3 clusters Score -1.604642e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -16046406.000000 Penalty: 3821.289795
	Iteration 204Q: 3 clusters Score -1.604641e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -16046399.000000 Penalty: 3821.289795
	Iteration 205Q: 3 clusters Score -1.60464e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -16046411.000000 Penalty: 3821.289795
	Iteration 206Q: 3 clusters Score -1.604641e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -16046411.000000 Penalty: 3821.289795
	Iteration 207Q: 3 clusters Score -1.604641e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -16046415.000000 Penalty: 3821.289795
	Iteration 208Q: 3 clusters Score -1.604642e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -16046395.000000 Penalty: 3821.289795
	Iteration 209Q: 3 clusters Score -1.60464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -16046406.000000 Penalty: 3821.289795
	Iteration 210Q: 3 clusters Score -1.604641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -16046408.000000 Penalty: 3821.289795
	Iteration 211Q: 3 clusters Score -1.604641e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -16046397.000000 Penalty: 3821.289795
	Iteration 212Q: 3 clusters Score -1.60464e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -16046420.000000 Penalty: 3821.289795
	Iteration 213Q: 3 clusters Score -1.604642e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -16046427.000000 Penalty: 3821.289795
	Iteration 214Q: 3 clusters Score -1.604643e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -16046436.000000 Penalty: 3821.289795
	Iteration 215Q: 3 clusters Score -1.604644e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -16046429.000000 Penalty: 3821.289795
	Iteration 216Q: 3 clusters Score -1.604643e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -16046428.000000 Penalty: 3821.289795
	Iteration 217Q: 3 clusters Score -1.604643e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -16046438.000000 Penalty: 3821.289795
	Iteration 218Q: 3 clusters Score -1.604644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -16046420.000000 Penalty: 3821.289795
	Iteration 219Q: 3 clusters Score -1.604642e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -16046458.000000 Penalty: 3821.289795
	Iteration 220F: 3 clusters Score -1.604646e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -16046476.000000 Penalty: 3821.289795
	Iteration 221Q: 3 clusters Score -1.604648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -16046479.000000 Penalty: 3821.289795
	Iteration 222Q: 3 clusters Score -1.604648e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -16046486.000000 Penalty: 3821.289795
	Iteration 223Q: 3 clusters Score -1.604649e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -16046487.000000 Penalty: 3821.289795
	Iteration 224Q: 3 clusters Score -1.604649e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -16046474.000000 Penalty: 3821.289795
	Iteration 225Q: 3 clusters Score -1.604647e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -16046480.000000 Penalty: 3821.289795
	Iteration 226Q: 3 clusters Score -1.604648e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -16046470.000000 Penalty: 3821.289795
	Iteration 227Q: 3 clusters Score -1.604647e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -16046472.000000 Penalty: 3821.289795
	Iteration 228Q: 3 clusters Score -1.604647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -16046476.000000 Penalty: 3821.289795
	Iteration 229Q: 3 clusters Score -1.604648e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -16046472.000000 Penalty: 3821.289795
	Iteration 230Q: 3 clusters Score -1.604647e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -16046505.000000 Penalty: 3821.289795
	Iteration 231Q: 3 clusters Score -1.60465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -16046511.000000 Penalty: 3821.289795
	Iteration 232Q: 3 clusters Score -1.604651e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -16046503.000000 Penalty: 3821.289795
	Iteration 233Q: 3 clusters Score -1.60465e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -16046505.000000 Penalty: 3821.289795
	Iteration 234Q: 3 clusters Score -1.60465e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -16046498.000000 Penalty: 3821.289795
	Iteration 235Q: 3 clusters Score -1.60465e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -16046472.000000 Penalty: 3821.289795
	Iteration 236Q: 3 clusters Score -1.604647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -16046491.000000 Penalty: 3821.289795
	Iteration 237Q: 3 clusters Score -1.604649e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -16046460.000000 Penalty: 3821.289795
	Iteration 238Q: 3 clusters Score -1.604646e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -16046449.000000 Penalty: 3821.289795
	Iteration 239Q: 3 clusters Score -1.604645e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -16046453.000000 Penalty: 3821.289795
	Iteration 240F: 3 clusters Score -1.604645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -16046438.000000 Penalty: 3821.289795
	Iteration 241Q: 3 clusters Score -1.604644e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -16046430.000000 Penalty: 3821.289795
	Iteration 242Q: 3 clusters Score -1.604643e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -16046434.000000 Penalty: 3821.289795
	Iteration 243Q: 3 clusters Score -1.604643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -16046435.000000 Penalty: 3821.289795
	Iteration 244Q: 3 clusters Score -1.604644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -16046471.000000 Penalty: 3821.289795
	Iteration 245Q: 3 clusters Score -1.604647e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -16046472.000000 Penalty: 3821.289795
	Iteration 246Q: 3 clusters Score -1.604647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -16046476.000000 Penalty: 3821.289795
	Iteration 247Q: 3 clusters Score -1.604648e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -16046466.000000 Penalty: 3821.289795
	Iteration 248Q: 3 clusters Score -1.604647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -16046457.000000 Penalty: 3821.289795
	Iteration 249Q: 3 clusters Score -1.604646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -16046471.000000 Penalty: 3821.289795
	Iteration 250Q: 3 clusters Score -1.604647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -16046472.000000 Penalty: 3821.289795
	Iteration 251Q: 3 clusters Score -1.604647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -16046461.000000 Penalty: 3821.289795
	Iteration 252Q: 3 clusters Score -1.604646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -16046452.000000 Penalty: 3821.289795
	Iteration 253Q: 3 clusters Score -1.604645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -16046460.000000 Penalty: 3821.289795
	Iteration 254Q: 3 clusters Score -1.604646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -16046461.000000 Penalty: 3821.289795
	Iteration 255Q: 3 clusters Score -1.604646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -16046457.000000 Penalty: 3821.289795
	Iteration 256Q: 3 clusters Score -1.604646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -16046455.000000 Penalty: 3821.289795
	Iteration 257Q: 3 clusters Score -1.604646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -16046453.000000 Penalty: 3821.289795
	Iteration 258Q: 3 clusters Score -1.604645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -16046469.000000 Penalty: 3821.289795
	Iteration 259Q: 3 clusters Score -1.604647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -16046464.000000 Penalty: 3821.289795
	Iteration 260F: 3 clusters Score -1.604646e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -16046482.000000 Penalty: 3821.289795
	Iteration 261Q: 3 clusters Score -1.604648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -16046497.000000 Penalty: 3821.289795
	Iteration 262Q: 3 clusters Score -1.60465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -16046503.000000 Penalty: 3821.289795
	Iteration 263Q: 3 clusters Score -1.60465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -16046507.000000 Penalty: 3821.289795
	Iteration 264Q: 3 clusters Score -1.604651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -16046522.000000 Penalty: 3821.289795
	Iteration 265Q: 3 clusters Score -1.604652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -16046527.000000 Penalty: 3821.289795
	Iteration 266Q: 3 clusters Score -1.604653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -16046519.000000 Penalty: 3821.289795
	Iteration 267Q: 3 clusters Score -1.604652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -16046521.000000 Penalty: 3821.289795
	Iteration 268Q: 3 clusters Score -1.604652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -16046521.000000 Penalty: 3821.289795
	Iteration 269Q: 3 clusters Score -1.604652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -16046522.000000 Penalty: 3821.289795
	Iteration 270Q: 3 clusters Score -1.604652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -16046523.000000 Penalty: 3821.289795
	Iteration 271Q: 3 clusters Score -1.604652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -16046523.000000 Penalty: 3821.289795
	Iteration 272F: 3 clusters Score -1.604652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -836714.625000 Penalty: 1435.508667
	Iteration 0F: 2 clusters Score -836714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -831613.562500 Penalty: 2871.017334
	Iteration 0F: 3 clusters Score -831613.6 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -833329.812500 Penalty: 2871.017334
	Iteration 1F: 3 clusters Score -833329.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -833719.437500 Penalty: 2871.017334
	Iteration 2F: 3 clusters Score -833719.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -834052.687500 Penalty: 2871.017334
	Iteration 3F: 3 clusters Score -834052.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -834345.125000 Penalty: 2871.017334
	Iteration 4F: 3 clusters Score -834345.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -834585.687500 Penalty: 2871.017334
	Iteration 5F: 3 clusters Score -834585.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -834796.875000 Penalty: 2871.017334
	Iteration 6Q: 3 clusters Score -834796.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -834965.500000 Penalty: 2871.017334
	Iteration 7Q: 3 clusters Score -834965.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -835124.625000 Penalty: 2871.017334
	Iteration 8Q: 3 clusters Score -835124.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -835254.625000 Penalty: 2871.017334
	Iteration 9Q: 3 clusters Score -835254.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -835351.125000 Penalty: 2871.017334
	Iteration 10Q: 3 clusters Score -835351.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -835421.375000 Penalty: 2871.017334
	Iteration 11Q: 3 clusters Score -835421.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -835494.437500 Penalty: 2871.017334
	Iteration 12Q: 3 clusters Score -835494.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -835551.750000 Penalty: 2871.017334
	Iteration 13Q: 3 clusters Score -835551.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -835604.875000 Penalty: 2871.017334
	Iteration 14Q: 3 clusters Score -835604.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -835657.625000 Penalty: 2871.017334
	Iteration 15Q: 3 clusters Score -835657.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -835707.375000 Penalty: 2871.017334
	Iteration 16Q: 3 clusters Score -835707.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -835744.437500 Penalty: 2871.017334
	Iteration 17Q: 3 clusters Score -835744.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -835790.812500 Penalty: 2871.017334
	Iteration 18Q: 3 clusters Score -835790.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -835835.125000 Penalty: 2871.017334
	Iteration 19Q: 3 clusters Score -835835.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -835883.187500 Penalty: 2871.017334
	Iteration 20F: 3 clusters Score -835883.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -835913.437500 Penalty: 2871.017334
	Iteration 21Q: 3 clusters Score -835913.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -835943.187500 Penalty: 2871.017334
	Iteration 22Q: 3 clusters Score -835943.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -835961.750000 Penalty: 2871.017334
	Iteration 23Q: 3 clusters Score -835961.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -835981.250000 Penalty: 2871.017334
	Iteration 24Q: 3 clusters Score -835981.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -835998.250000 Penalty: 2871.017334
	Iteration 25Q: 3 clusters Score -835998.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -836013.000000 Penalty: 2871.017334
	Iteration 26Q: 3 clusters Score -836013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -836034.812500 Penalty: 2871.017334
	Iteration 27Q: 3 clusters Score -836034.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -836055.250000 Penalty: 2871.017334
	Iteration 28Q: 3 clusters Score -836055.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -836077.750000 Penalty: 2871.017334
	Iteration 29Q: 3 clusters Score -836077.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -836099.500000 Penalty: 2871.017334
	Iteration 30Q: 3 clusters Score -836099.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -836119.437500 Penalty: 2871.017334
	Iteration 31Q: 3 clusters Score -836119.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -836144.812500 Penalty: 2871.017334
	Iteration 32Q: 3 clusters Score -836144.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -836162.937500 Penalty: 2871.017334
	Iteration 33Q: 3 clusters Score -836162.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -836180.375000 Penalty: 2871.017334
	Iteration 34Q: 3 clusters Score -836180.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -836190.125000 Penalty: 2871.017334
	Iteration 35Q: 3 clusters Score -836190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -836194.250000 Penalty: 2871.017334
	Iteration 36Q: 3 clusters Score -836194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -836196.562500 Penalty: 2871.017334
	Iteration 37Q: 3 clusters Score -836196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -836198.625000 Penalty: 2871.017334
	Iteration 38Q: 3 clusters Score -836198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -836198.875000 Penalty: 2871.017334
	Iteration 39Q: 3 clusters Score -836198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -836200.875000 Penalty: 2871.017334
	Iteration 40F: 3 clusters Score -836200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -836200.937500 Penalty: 2871.017334
	Iteration 41Q: 3 clusters Score -836200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -836201.187500 Penalty: 2871.017334
	Iteration 42Q: 3 clusters Score -836201.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -836201.187500 Penalty: 2871.017334
	Iteration 43F: 3 clusters Score -836201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (139821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139821 members 
Entering Unmasked Estep 
Score: -17656266.000000 Penalty: 1925.319336
	Iteration 0F: 2 clusters Score -1.765627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -17580744.000000 Penalty: 3850.638672
	Iteration 0F: 3 clusters Score -1.758074e+07 nChanged 67204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -17621698.000000 Penalty: 3850.638672
	Iteration 1F: 3 clusters Score -1.76217e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -17624144.000000 Penalty: 3850.638672
	Iteration 2Q: 3 clusters Score -1.762414e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -17627868.000000 Penalty: 3850.638672
	Iteration 3Q: 3 clusters Score -1.762787e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -17633664.000000 Penalty: 3850.638672
	Iteration 4F: 3 clusters Score -1.763366e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -17641952.000000 Penalty: 3850.638672
	Iteration 5F: 3 clusters Score -1.764195e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -17649410.000000 Penalty: 3850.638672
	Iteration 6F: 3 clusters Score -1.764941e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -17652842.000000 Penalty: 3850.638672
	Iteration 7F: 3 clusters Score -1.765284e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -17653984.000000 Penalty: 3850.638672
	Iteration 8Q: 3 clusters Score -1.765398e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -17654494.000000 Penalty: 3850.638672
	Iteration 9Q: 3 clusters Score -1.765449e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -17654866.000000 Penalty: 3850.638672
	Iteration 10Q: 3 clusters Score -1.765487e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -17655318.000000 Penalty: 3850.638672
	Iteration 11Q: 3 clusters Score -1.765532e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -17655764.000000 Penalty: 3850.638672
	Iteration 12Q: 3 clusters Score -1.765576e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -17656272.000000 Penalty: 3850.638672
	Iteration 13Q: 3 clusters Score -1.765627e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -17656760.000000 Penalty: 3850.638672
	Iteration 14Q: 3 clusters Score -1.765676e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -17657184.000000 Penalty: 3850.638672
	Iteration 15Q: 3 clusters Score -1.765718e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -17657568.000000 Penalty: 3850.638672
	Iteration 16Q: 3 clusters Score -1.765757e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -17657862.000000 Penalty: 3850.638672
	Iteration 17Q: 3 clusters Score -1.765786e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -17658148.000000 Penalty: 3850.638672
	Iteration 18Q: 3 clusters Score -1.765815e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -17658400.000000 Penalty: 3850.638672
	Iteration 19Q: 3 clusters Score -1.76584e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -17658808.000000 Penalty: 3850.638672
	Iteration 20F: 3 clusters Score -1.765881e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -17659140.000000 Penalty: 3850.638672
	Iteration 21Q: 3 clusters Score -1.765914e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -17659414.000000 Penalty: 3850.638672
	Iteration 22Q: 3 clusters Score -1.765941e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -17659542.000000 Penalty: 3850.638672
	Iteration 23Q: 3 clusters Score -1.765954e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -17659812.000000 Penalty: 3850.638672
	Iteration 24Q: 3 clusters Score -1.765981e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -17659936.000000 Penalty: 3850.638672
	Iteration 25Q: 3 clusters Score -1.765994e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -17660096.000000 Penalty: 3850.638672
	Iteration 26Q: 3 clusters Score -1.76601e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -17660134.000000 Penalty: 3850.638672
	Iteration 27Q: 3 clusters Score -1.766013e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -17660124.000000 Penalty: 3850.638672
	Iteration 28Q: 3 clusters Score -1.766012e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -17660244.000000 Penalty: 3850.638672
	Iteration 29Q: 3 clusters Score -1.766024e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -17660328.000000 Penalty: 3850.638672
	Iteration 30Q: 3 clusters Score -1.766033e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -17660374.000000 Penalty: 3850.638672
	Iteration 31Q: 3 clusters Score -1.766037e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -17660370.000000 Penalty: 3850.638672
	Iteration 32Q: 3 clusters Score -1.766037e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -17660444.000000 Penalty: 3850.638672
	Iteration 33Q: 3 clusters Score -1.766044e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -17660456.000000 Penalty: 3850.638672
	Iteration 34Q: 3 clusters Score -1.766046e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -17660538.000000 Penalty: 3850.638672
	Iteration 35Q: 3 clusters Score -1.766054e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -17660526.000000 Penalty: 3850.638672
	Iteration 36Q: 3 clusters Score -1.766053e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -17660618.000000 Penalty: 3850.638672
	Iteration 37Q: 3 clusters Score -1.766062e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -17660656.000000 Penalty: 3850.638672
	Iteration 38Q: 3 clusters Score -1.766066e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -17660728.000000 Penalty: 3850.638672
	Iteration 39Q: 3 clusters Score -1.766073e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -17660768.000000 Penalty: 3850.638672
	Iteration 40F: 3 clusters Score -1.766077e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -17660758.000000 Penalty: 3850.638672
	Iteration 41Q: 3 clusters Score -1.766076e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -17660808.000000 Penalty: 3850.638672
	Iteration 42Q: 3 clusters Score -1.766081e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -17660774.000000 Penalty: 3850.638672
	Iteration 43Q: 3 clusters Score -1.766077e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -17660760.000000 Penalty: 3850.638672
	Iteration 44Q: 3 clusters Score -1.766076e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -17660808.000000 Penalty: 3850.638672
	Iteration 45Q: 3 clusters Score -1.766081e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -17660760.000000 Penalty: 3850.638672
	Iteration 46Q: 3 clusters Score -1.766076e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -17660782.000000 Penalty: 3850.638672
	Iteration 47Q: 3 clusters Score -1.766078e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -17660830.000000 Penalty: 3850.638672
	Iteration 48Q: 3 clusters Score -1.766083e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -17660838.000000 Penalty: 3850.638672
	Iteration 49Q: 3 clusters Score -1.766084e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -17660862.000000 Penalty: 3850.638672
	Iteration 50Q: 3 clusters Score -1.766086e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -17660850.000000 Penalty: 3850.638672
	Iteration 51Q: 3 clusters Score -1.766085e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -17660836.000000 Penalty: 3850.638672
	Iteration 52Q: 3 clusters Score -1.766084e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -17660854.000000 Penalty: 3850.638672
	Iteration 53Q: 3 clusters Score -1.766085e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -17660914.000000 Penalty: 3850.638672
	Iteration 54Q: 3 clusters Score -1.766091e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -17660948.000000 Penalty: 3850.638672
	Iteration 55Q: 3 clusters Score -1.766095e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -17660976.000000 Penalty: 3850.638672
	Iteration 56Q: 3 clusters Score -1.766098e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -17661030.000000 Penalty: 3850.638672
	Iteration 57Q: 3 clusters Score -1.766103e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -17660964.000000 Penalty: 3850.638672
	Iteration 58Q: 3 clusters Score -1.766096e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -17660932.000000 Penalty: 3850.638672
	Iteration 59Q: 3 clusters Score -1.766093e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -17660972.000000 Penalty: 3850.638672
	Iteration 60F: 3 clusters Score -1.766097e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -17660994.000000 Penalty: 3850.638672
	Iteration 61Q: 3 clusters Score -1.766099e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -17660970.000000 Penalty: 3850.638672
	Iteration 62Q: 3 clusters Score -1.766097e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -17661008.000000 Penalty: 3850.638672
	Iteration 63Q: 3 clusters Score -1.766101e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -17661030.000000 Penalty: 3850.638672
	Iteration 64Q: 3 clusters Score -1.766103e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -17661070.000000 Penalty: 3850.638672
	Iteration 65Q: 3 clusters Score -1.766107e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -17661134.000000 Penalty: 3850.638672
	Iteration 66Q: 3 clusters Score -1.766113e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -17661236.000000 Penalty: 3850.638672
	Iteration 67Q: 3 clusters Score -1.766124e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -17661250.000000 Penalty: 3850.638672
	Iteration 68Q: 3 clusters Score -1.766125e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -17661320.000000 Penalty: 3850.638672
	Iteration 69Q: 3 clusters Score -1.766132e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
Score: -17661288.000000 Penalty: 3850.638672
	Iteration 70Q: 3 clusters Score -1.766129e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -17661332.000000 Penalty: 3850.638672
	Iteration 71Q: 3 clusters Score -1.766133e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -17661336.000000 Penalty: 3850.638672
	Iteration 72Q: 3 clusters Score -1.766134e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -17661346.000000 Penalty: 3850.638672
	Iteration 73Q: 3 clusters Score -1.766135e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -17661388.000000 Penalty: 3850.638672
	Iteration 74Q: 3 clusters Score -1.766139e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -17661480.000000 Penalty: 3850.638672
	Iteration 75Q: 3 clusters Score -1.766148e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -17661512.000000 Penalty: 3850.638672
	Iteration 76Q: 3 clusters Score -1.766151e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -17661530.000000 Penalty: 3850.638672
	Iteration 77Q: 3 clusters Score -1.766153e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -17661542.000000 Penalty: 3850.638672
	Iteration 78Q: 3 clusters Score -1.766154e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -17661524.000000 Penalty: 3850.638672
	Iteration 79Q: 3 clusters Score -1.766152e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -17661652.000000 Penalty: 3850.638672
	Iteration 80F: 3 clusters Score -1.766165e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -17661732.000000 Penalty: 3850.638672
	Iteration 81Q: 3 clusters Score -1.766173e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -17661800.000000 Penalty: 3850.638672
	Iteration 82Q: 3 clusters Score -1.76618e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -17661768.000000 Penalty: 3850.638672
	Iteration 83Q: 3 clusters Score -1.766177e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -17661854.000000 Penalty: 3850.638672
	Iteration 84Q: 3 clusters Score -1.766185e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -17661948.000000 Penalty: 3850.638672
	Iteration 85Q: 3 clusters Score -1.766195e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -17662070.000000 Penalty: 3850.638672
	Iteration 86Q: 3 clusters Score -1.766207e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -17662164.000000 Penalty: 3850.638672
	Iteration 87Q: 3 clusters Score -1.766216e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -17662256.000000 Penalty: 3850.638672
	Iteration 88Q: 3 clusters Score -1.766226e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -17662314.000000 Penalty: 3850.638672
	Iteration 89Q: 3 clusters Score -1.766231e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 101571 members 
Entering Unmasked Estep 
Score: -17662348.000000 Penalty: 3850.638672
	Iteration 90Q: 3 clusters Score -1.766235e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -17662348.000000 Penalty: 3850.638672
	Iteration 91Q: 3 clusters Score -1.766235e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -17662332.000000 Penalty: 3850.638672
	Iteration 92Q: 3 clusters Score -1.766233e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -17662298.000000 Penalty: 3850.638672
	Iteration 93Q: 3 clusters Score -1.76623e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -17662312.000000 Penalty: 3850.638672
	Iteration 94Q: 3 clusters Score -1.766231e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
Score: -17662330.000000 Penalty: 3850.638672
	Iteration 95Q: 3 clusters Score -1.766233e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -17662332.000000 Penalty: 3850.638672
	Iteration 96Q: 3 clusters Score -1.766233e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 103549 members 
Entering Unmasked Estep 
Score: -17662332.000000 Penalty: 3850.638672
	Iteration 97Q: 3 clusters Score -1.766233e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -17662342.000000 Penalty: 3850.638672
	Iteration 98Q: 3 clusters Score -1.766234e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -17662340.000000 Penalty: 3850.638672
	Iteration 99Q: 3 clusters Score -1.766234e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 104003 members 
Entering Unmasked Estep 
Score: -17662400.000000 Penalty: 3850.638672
	Iteration 100F: 3 clusters Score -1.76624e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 104140 members 
Entering Unmasked Estep 
Score: -17662440.000000 Penalty: 3850.638672
	Iteration 101Q: 3 clusters Score -1.766244e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -17662472.000000 Penalty: 3850.638672
	Iteration 102Q: 3 clusters Score -1.766247e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -17662514.000000 Penalty: 3850.638672
	Iteration 103Q: 3 clusters Score -1.766251e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -17662530.000000 Penalty: 3850.638672
	Iteration 104Q: 3 clusters Score -1.766253e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -17662512.000000 Penalty: 3850.638672
	Iteration 105Q: 3 clusters Score -1.766251e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -17662488.000000 Penalty: 3850.638672
	Iteration 106Q: 3 clusters Score -1.766249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -17662476.000000 Penalty: 3850.638672
	Iteration 107Q: 3 clusters Score -1.766248e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -17662484.000000 Penalty: 3850.638672
	Iteration 108Q: 3 clusters Score -1.766248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -17662478.000000 Penalty: 3850.638672
	Iteration 109Q: 3 clusters Score -1.766248e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 104786 members 
Entering Unmasked Estep 
Score: -17662448.000000 Penalty: 3850.638672
	Iteration 110Q: 3 clusters Score -1.766245e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -17662450.000000 Penalty: 3850.638672
	Iteration 111Q: 3 clusters Score -1.766245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -17662424.000000 Penalty: 3850.638672
	Iteration 112Q: 3 clusters Score -1.766242e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -17662430.000000 Penalty: 3850.638672
	Iteration 113Q: 3 clusters Score -1.766243e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -17662424.000000 Penalty: 3850.638672
	Iteration 114Q: 3 clusters Score -1.766242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -17662420.000000 Penalty: 3850.638672
	Iteration 115Q: 3 clusters Score -1.766242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -17662428.000000 Penalty: 3850.638672
	Iteration 116Q: 3 clusters Score -1.766243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 105079 members 
Entering Unmasked Estep 
Score: -17662430.000000 Penalty: 3850.638672
	Iteration 117Q: 3 clusters Score -1.766243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -17662424.000000 Penalty: 3850.638672
	Iteration 118Q: 3 clusters Score -1.766242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -17662396.000000 Penalty: 3850.638672
	Iteration 119Q: 3 clusters Score -1.76624e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -17662398.000000 Penalty: 3850.638672
	Iteration 120F: 3 clusters Score -1.76624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -17662390.000000 Penalty: 3850.638672
	Iteration 121Q: 3 clusters Score -1.766239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -17662358.000000 Penalty: 3850.638672
	Iteration 122Q: 3 clusters Score -1.766236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -17662410.000000 Penalty: 3850.638672
	Iteration 123Q: 3 clusters Score -1.766241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -17662400.000000 Penalty: 3850.638672
	Iteration 124Q: 3 clusters Score -1.76624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -17662398.000000 Penalty: 3850.638672
	Iteration 125Q: 3 clusters Score -1.76624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -17662392.000000 Penalty: 3850.638672
	Iteration 126Q: 3 clusters Score -1.766239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 105337 members 
Entering Unmasked Estep 
Score: -17662392.000000 Penalty: 3850.638672
	Iteration 127Q: 3 clusters Score -1.766239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -17662384.000000 Penalty: 3850.638672
	Iteration 128Q: 3 clusters Score -1.766238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -17662404.000000 Penalty: 3850.638672
	Iteration 129Q: 3 clusters Score -1.76624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -17662402.000000 Penalty: 3850.638672
	Iteration 130Q: 3 clusters Score -1.76624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -17662402.000000 Penalty: 3850.638672
	Iteration 131Q: 3 clusters Score -1.76624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -17662404.000000 Penalty: 3850.638672
	Iteration 132Q: 3 clusters Score -1.76624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -17662404.000000 Penalty: 3850.638672
	Iteration 133F: 3 clusters Score -1.76624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 34450 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 48938 members 
Mstep: Class 24 contains 14193 members 
Mstep: Class 25 contains 8354 members 
Mstep: Class 26 contains 105371 members 
Entering Unmasked Estep 
Score: -141582016.000000 Penalty: 58985.300781
Splitting cluster 14 changes total score from -141559664.000000 to -141582016.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (150233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150233 members 
Entering Unmasked Estep 
Score: -18992376.000000 Penalty: 1936.990723
	Iteration 0F: 2 clusters Score -1.899238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -18913958.000000 Penalty: 3873.981445
	Iteration 0F: 3 clusters Score -1.891396e+07 nChanged 72356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -18957030.000000 Penalty: 3873.981445
	Iteration 1F: 3 clusters Score -1.895703e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -18959094.000000 Penalty: 3873.981445
	Iteration 2Q: 3 clusters Score -1.895909e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -18962268.000000 Penalty: 3873.981445
	Iteration 3Q: 3 clusters Score -1.896227e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -18966908.000000 Penalty: 3873.981445
	Iteration 4F: 3 clusters Score -1.896691e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -18973722.000000 Penalty: 3873.981445
	Iteration 5F: 3 clusters Score -1.897372e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -18982118.000000 Penalty: 3873.981445
	Iteration 6F: 3 clusters Score -1.898212e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -18989364.000000 Penalty: 3873.981445
	Iteration 7F: 3 clusters Score -1.898936e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -18993190.000000 Penalty: 3873.981445
	Iteration 8F: 3 clusters Score -1.899319e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -18994510.000000 Penalty: 3873.981445
	Iteration 9Q: 3 clusters Score -1.899451e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -18995032.000000 Penalty: 3873.981445
	Iteration 10Q: 3 clusters Score -1.899503e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -18995414.000000 Penalty: 3873.981445
	Iteration 11Q: 3 clusters Score -1.899541e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -18995824.000000 Penalty: 3873.981445
	Iteration 12Q: 3 clusters Score -1.899582e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -18996192.000000 Penalty: 3873.981445
	Iteration 13Q: 3 clusters Score -1.899619e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 98060 members 
Entering Unmasked Estep 
Score: -18996522.000000 Penalty: 3873.981445
	Iteration 14Q: 3 clusters Score -1.899652e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -18996776.000000 Penalty: 3873.981445
	Iteration 15Q: 3 clusters Score -1.899678e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -18997096.000000 Penalty: 3873.981445
	Iteration 16Q: 3 clusters Score -1.89971e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -18997354.000000 Penalty: 3873.981445
	Iteration 17Q: 3 clusters Score -1.899735e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -18997538.000000 Penalty: 3873.981445
	Iteration 18Q: 3 clusters Score -1.899754e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -18997768.000000 Penalty: 3873.981445
	Iteration 19Q: 3 clusters Score -1.899777e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 101272 members 
Entering Unmasked Estep 
Score: -18998108.000000 Penalty: 3873.981445
	Iteration 20F: 3 clusters Score -1.899811e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -18998358.000000 Penalty: 3873.981445
	Iteration 21Q: 3 clusters Score -1.899836e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -18998536.000000 Penalty: 3873.981445
	Iteration 22Q: 3 clusters Score -1.899854e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -18998784.000000 Penalty: 3873.981445
	Iteration 23Q: 3 clusters Score -1.899878e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -18998904.000000 Penalty: 3873.981445
	Iteration 24Q: 3 clusters Score -1.89989e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -18999042.000000 Penalty: 3873.981445
	Iteration 25Q: 3 clusters Score -1.899904e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -18999230.000000 Penalty: 3873.981445
	Iteration 26Q: 3 clusters Score -1.899923e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -18999260.000000 Penalty: 3873.981445
	Iteration 27Q: 3 clusters Score -1.899926e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -18999384.000000 Penalty: 3873.981445
	Iteration 28Q: 3 clusters Score -1.899938e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 112406 members 
Entering Unmasked Estep 
Score: -18999496.000000 Penalty: 3873.981445
	Iteration 29Q: 3 clusters Score -1.89995e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -18999396.000000 Penalty: 3873.981445
	Iteration 30Q: 3 clusters Score -1.89994e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 115988 members 
Entering Unmasked Estep 
Score: -18999424.000000 Penalty: 3873.981445
	Iteration 31Q: 3 clusters Score -1.899942e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -18999252.000000 Penalty: 3873.981445
	Iteration 32Q: 3 clusters Score -1.899925e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -18998914.000000 Penalty: 3873.981445
	Iteration 33Q: 3 clusters Score -1.899891e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 122133 members 
Entering Unmasked Estep 
Score: -18998494.000000 Penalty: 3873.981445
	Iteration 34Q: 3 clusters Score -1.899849e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 124299 members 
Entering Unmasked Estep 
Score: -18998030.000000 Penalty: 3873.981445
	Iteration 35Q: 3 clusters Score -1.899803e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 126363 members 
Entering Unmasked Estep 
Score: -18997470.000000 Penalty: 3873.981445
	Iteration 36Q: 3 clusters Score -1.899747e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 128347 members 
Entering Unmasked Estep 
Score: -18996984.000000 Penalty: 3873.981445
	Iteration 37Q: 3 clusters Score -1.899698e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 130303 members 
Entering Unmasked Estep 
Score: -18996638.000000 Penalty: 3873.981445
	Iteration 38Q: 3 clusters Score -1.899664e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 132089 members 
Entering Unmasked Estep 
Score: -18996396.000000 Penalty: 3873.981445
	Iteration 39Q: 3 clusters Score -1.89964e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -18996222.000000 Penalty: 3873.981445
	Iteration 40F: 3 clusters Score -1.899622e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -18995726.000000 Penalty: 3873.981445
	Iteration 41Q: 3 clusters Score -1.899573e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -18995456.000000 Penalty: 3873.981445
	Iteration 42Q: 3 clusters Score -1.899546e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 138227 members 
Entering Unmasked Estep 
Score: -18995124.000000 Penalty: 3873.981445
	Iteration 43Q: 3 clusters Score -1.899512e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 139369 members 
Entering Unmasked Estep 
Score: -18994776.000000 Penalty: 3873.981445
	Iteration 44Q: 3 clusters Score -1.899478e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 140409 members 
Entering Unmasked Estep 
Score: -18994348.000000 Penalty: 3873.981445
	Iteration 45Q: 3 clusters Score -1.899435e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -18993998.000000 Penalty: 3873.981445
	Iteration 46Q: 3 clusters Score -1.8994e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -18993684.000000 Penalty: 3873.981445
	Iteration 47Q: 3 clusters Score -1.899368e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -18993500.000000 Penalty: 3873.981445
	Iteration 48Q: 3 clusters Score -1.89935e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 144052 members 
Entering Unmasked Estep 
Score: -18993072.000000 Penalty: 3873.981445
	Iteration 49Q: 3 clusters Score -1.899307e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 144730 members 
Entering Unmasked Estep 
Score: -18992834.000000 Penalty: 3873.981445
	Iteration 50Q: 3 clusters Score -1.899283e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 145344 members 
Entering Unmasked Estep 
Score: -18992744.000000 Penalty: 3873.981445
	Iteration 51Q: 3 clusters Score -1.899274e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -18992632.000000 Penalty: 3873.981445
	Iteration 52Q: 3 clusters Score -1.899263e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -18992462.000000 Penalty: 3873.981445
	Iteration 53Q: 3 clusters Score -1.899246e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 146744 members 
Entering Unmasked Estep 
Score: -18992336.000000 Penalty: 3873.981445
	Iteration 54Q: 3 clusters Score -1.899234e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 147118 members 
Entering Unmasked Estep 
Score: -18992206.000000 Penalty: 3873.981445
	Iteration 55Q: 3 clusters Score -1.899221e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -18992042.000000 Penalty: 3873.981445
	Iteration 56Q: 3 clusters Score -1.899204e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -18991912.000000 Penalty: 3873.981445
	Iteration 57Q: 3 clusters Score -1.899191e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -18991844.000000 Penalty: 3873.981445
	Iteration 58Q: 3 clusters Score -1.899184e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -18991788.000000 Penalty: 3873.981445
	Iteration 59Q: 3 clusters Score -1.899179e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 148300 members 
Entering Unmasked Estep 
Score: -18991802.000000 Penalty: 3873.981445
	Iteration 60F: 3 clusters Score -1.89918e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -18991772.000000 Penalty: 3873.981445
	Iteration 61Q: 3 clusters Score -1.899177e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 148523 members 
Entering Unmasked Estep 
Score: -18991696.000000 Penalty: 3873.981445
	Iteration 62Q: 3 clusters Score -1.89917e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 148596 members 
Entering Unmasked Estep 
Score: -18991682.000000 Penalty: 3873.981445
	Iteration 63Q: 3 clusters Score -1.899168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -18991634.000000 Penalty: 3873.981445
	Iteration 64Q: 3 clusters Score -1.899163e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 148715 members 
Entering Unmasked Estep 
Score: -18991632.000000 Penalty: 3873.981445
	Iteration 65Q: 3 clusters Score -1.899163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 148757 members 
Entering Unmasked Estep 
Score: -18991616.000000 Penalty: 3873.981445
	Iteration 66Q: 3 clusters Score -1.899162e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -18991580.000000 Penalty: 3873.981445
	Iteration 67Q: 3 clusters Score -1.899158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 148857 members 
Entering Unmasked Estep 
Score: -18991568.000000 Penalty: 3873.981445
	Iteration 68Q: 3 clusters Score -1.899157e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -18991570.000000 Penalty: 3873.981445
	Iteration 69Q: 3 clusters Score -1.899157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -18991564.000000 Penalty: 3873.981445
	Iteration 70Q: 3 clusters Score -1.899156e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 148936 members 
Entering Unmasked Estep 
Score: -18991590.000000 Penalty: 3873.981445
	Iteration 71Q: 3 clusters Score -1.899159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 148950 members 
Entering Unmasked Estep 
Score: -18991570.000000 Penalty: 3873.981445
	Iteration 72Q: 3 clusters Score -1.899157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
Score: -18991594.000000 Penalty: 3873.981445
	Iteration 73Q: 3 clusters Score -1.899159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 148975 members 
Entering Unmasked Estep 
Score: -18991612.000000 Penalty: 3873.981445
	Iteration 74Q: 3 clusters Score -1.899161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 148988 members 
Entering Unmasked Estep 
Score: -18991602.000000 Penalty: 3873.981445
	Iteration 75Q: 3 clusters Score -1.89916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 148999 members 
Entering Unmasked Estep 
Score: -18991592.000000 Penalty: 3873.981445
	Iteration 76Q: 3 clusters Score -1.899159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 149004 members 
Entering Unmasked Estep 
Score: -18991606.000000 Penalty: 3873.981445
	Iteration 77Q: 3 clusters Score -1.899161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -18991598.000000 Penalty: 3873.981445
	Iteration 78Q: 3 clusters Score -1.89916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -18991602.000000 Penalty: 3873.981445
	Iteration 79Q: 3 clusters Score -1.89916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -18991594.000000 Penalty: 3873.981445
	Iteration 80F: 3 clusters Score -1.899159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 149030 members 
Entering Unmasked Estep 
Score: -18991596.000000 Penalty: 3873.981445
	Iteration 81Q: 3 clusters Score -1.89916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -18991562.000000 Penalty: 3873.981445
	Iteration 82Q: 3 clusters Score -1.899156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -18991566.000000 Penalty: 3873.981445
	Iteration 83Q: 3 clusters Score -1.899157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -18991576.000000 Penalty: 3873.981445
	Iteration 84Q: 3 clusters Score -1.899158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -18991576.000000 Penalty: 3873.981445
	Iteration 85F: 3 clusters Score -1.899158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (142399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142399 members 
Entering Unmasked Estep 
Score: -17882628.000000 Penalty: 1928.288086
	Iteration 0F: 2 clusters Score -1.788263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -17795876.000000 Penalty: 3856.576172
	Iteration 0F: 3 clusters Score -1.779588e+07 nChanged 68578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -17836412.000000 Penalty: 3856.576172
	Iteration 1F: 3 clusters Score -1.783641e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -17837502.000000 Penalty: 3856.576172
	Iteration 2Q: 3 clusters Score -1.78375e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -17838842.000000 Penalty: 3856.576172
	Iteration 3Q: 3 clusters Score -1.783884e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -17840896.000000 Penalty: 3856.576172
	Iteration 4Q: 3 clusters Score -1.78409e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -17843654.000000 Penalty: 3856.576172
	Iteration 5Q: 3 clusters Score -1.784365e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -17847518.000000 Penalty: 3856.576172
	Iteration 6Q: 3 clusters Score -1.784752e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -17853172.000000 Penalty: 3856.576172
	Iteration 7F: 3 clusters Score -1.785317e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -17860408.000000 Penalty: 3856.576172
	Iteration 8F: 3 clusters Score -1.786041e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -17866944.000000 Penalty: 3856.576172
	Iteration 9F: 3 clusters Score -1.786694e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -17871556.000000 Penalty: 3856.576172
	Iteration 10Q: 3 clusters Score -1.787156e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -17873904.000000 Penalty: 3856.576172
	Iteration 11Q: 3 clusters Score -1.78739e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 113974 members 
Entering Unmasked Estep 
Score: -17875234.000000 Penalty: 3856.576172
	Iteration 12Q: 3 clusters Score -1.787523e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -17876282.000000 Penalty: 3856.576172
	Iteration 13Q: 3 clusters Score -1.787628e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 119591 members 
Entering Unmasked Estep 
Score: -17877156.000000 Penalty: 3856.576172
	Iteration 14Q: 3 clusters Score -1.787716e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 122145 members 
Entering Unmasked Estep 
Score: -17877766.000000 Penalty: 3856.576172
	Iteration 15Q: 3 clusters Score -1.787777e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 124613 members 
Entering Unmasked Estep 
Score: -17878318.000000 Penalty: 3856.576172
	Iteration 16Q: 3 clusters Score -1.787832e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -17878860.000000 Penalty: 3856.576172
	Iteration 17Q: 3 clusters Score -1.787886e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -17879486.000000 Penalty: 3856.576172
	Iteration 18Q: 3 clusters Score -1.787949e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -17880042.000000 Penalty: 3856.576172
	Iteration 19Q: 3 clusters Score -1.788004e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 132302 members 
Entering Unmasked Estep 
Score: -17880514.000000 Penalty: 3856.576172
	Iteration 20F: 3 clusters Score -1.788051e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 133669 members 
Entering Unmasked Estep 
Score: -17880976.000000 Penalty: 3856.576172
	Iteration 21Q: 3 clusters Score -1.788098e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 134814 members 
Entering Unmasked Estep 
Score: -17881362.000000 Penalty: 3856.576172
	Iteration 22Q: 3 clusters Score -1.788136e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 135765 members 
Entering Unmasked Estep 
Score: -17881594.000000 Penalty: 3856.576172
	Iteration 23Q: 3 clusters Score -1.788159e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -17881820.000000 Penalty: 3856.576172
	Iteration 24Q: 3 clusters Score -1.788182e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -17881974.000000 Penalty: 3856.576172
	Iteration 25Q: 3 clusters Score -1.788197e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 137534 members 
Entering Unmasked Estep 
Score: -17882014.000000 Penalty: 3856.576172
	Iteration 26Q: 3 clusters Score -1.788201e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 137885 members 
Entering Unmasked Estep 
Score: -17882114.000000 Penalty: 3856.576172
	Iteration 27Q: 3 clusters Score -1.788211e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 138186 members 
Entering Unmasked Estep 
Score: -17882198.000000 Penalty: 3856.576172
	Iteration 28Q: 3 clusters Score -1.78822e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 138439 members 
Entering Unmasked Estep 
Score: -17882244.000000 Penalty: 3856.576172
	Iteration 29Q: 3 clusters Score -1.788224e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 138655 members 
Entering Unmasked Estep 
Score: -17882268.000000 Penalty: 3856.576172
	Iteration 30Q: 3 clusters Score -1.788227e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 138829 members 
Entering Unmasked Estep 
Score: -17882268.000000 Penalty: 3856.576172
	Iteration 31Q: 3 clusters Score -1.788227e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 138974 members 
Entering Unmasked Estep 
Score: -17882316.000000 Penalty: 3856.576172
	Iteration 32Q: 3 clusters Score -1.788232e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 139087 members 
Entering Unmasked Estep 
Score: -17882326.000000 Penalty: 3856.576172
	Iteration 33Q: 3 clusters Score -1.788233e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 139191 members 
Entering Unmasked Estep 
Score: -17882326.000000 Penalty: 3856.576172
	Iteration 34Q: 3 clusters Score -1.788233e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 139258 members 
Entering Unmasked Estep 
Score: -17882342.000000 Penalty: 3856.576172
	Iteration 35Q: 3 clusters Score -1.788234e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 139317 members 
Entering Unmasked Estep 
Score: -17882362.000000 Penalty: 3856.576172
	Iteration 36Q: 3 clusters Score -1.788236e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 139382 members 
Entering Unmasked Estep 
Score: -17882360.000000 Penalty: 3856.576172
	Iteration 37Q: 3 clusters Score -1.788236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 139438 members 
Entering Unmasked Estep 
Score: -17882344.000000 Penalty: 3856.576172
	Iteration 38Q: 3 clusters Score -1.788234e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -17882344.000000 Penalty: 3856.576172
	Iteration 39Q: 3 clusters Score -1.788234e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -17882298.000000 Penalty: 3856.576172
	Iteration 40F: 3 clusters Score -1.78823e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 139561 members 
Entering Unmasked Estep 
Score: -17882302.000000 Penalty: 3856.576172
	Iteration 41Q: 3 clusters Score -1.78823e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -17882280.000000 Penalty: 3856.576172
	Iteration 42Q: 3 clusters Score -1.788228e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -17882276.000000 Penalty: 3856.576172
	Iteration 43Q: 3 clusters Score -1.788228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 139656 members 
Entering Unmasked Estep 
Score: -17882268.000000 Penalty: 3856.576172
	Iteration 44Q: 3 clusters Score -1.788227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -17882272.000000 Penalty: 3856.576172
	Iteration 45Q: 3 clusters Score -1.788227e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 139701 members 
Entering Unmasked Estep 
Score: -17882288.000000 Penalty: 3856.576172
	Iteration 46Q: 3 clusters Score -1.788229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 139714 members 
Entering Unmasked Estep 
Score: -17882270.000000 Penalty: 3856.576172
	Iteration 47Q: 3 clusters Score -1.788227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 139721 members 
Entering Unmasked Estep 
Score: -17882282.000000 Penalty: 3856.576172
	Iteration 48Q: 3 clusters Score -1.788228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 139731 members 
Entering Unmasked Estep 
Score: -17882266.000000 Penalty: 3856.576172
	Iteration 49Q: 3 clusters Score -1.788227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -17882254.000000 Penalty: 3856.576172
	Iteration 50Q: 3 clusters Score -1.788225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 139743 members 
Entering Unmasked Estep 
Score: -17882248.000000 Penalty: 3856.576172
	Iteration 51Q: 3 clusters Score -1.788225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 139746 members 
Entering Unmasked Estep 
Score: -17882260.000000 Penalty: 3856.576172
	Iteration 52Q: 3 clusters Score -1.788226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -17882260.000000 Penalty: 3856.576172
	Iteration 53Q: 3 clusters Score -1.788226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 139750 members 
Entering Unmasked Estep 
Score: -17882254.000000 Penalty: 3856.576172
	Iteration 54Q: 3 clusters Score -1.788225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 139752 members 
Entering Unmasked Estep 
Score: -17882248.000000 Penalty: 3856.576172
	Iteration 55Q: 3 clusters Score -1.788225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 139755 members 
Entering Unmasked Estep 
Score: -17882246.000000 Penalty: 3856.576172
	Iteration 56Q: 3 clusters Score -1.788225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 139759 members 
Entering Unmasked Estep 
Score: -17882244.000000 Penalty: 3856.576172
	Iteration 57Q: 3 clusters Score -1.788224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 139760 members 
Entering Unmasked Estep 
Score: -17882250.000000 Penalty: 3856.576172
	Iteration 58Q: 3 clusters Score -1.788225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 139761 members 
Entering Unmasked Estep 
Score: -17882252.000000 Penalty: 3856.576172
	Iteration 59Q: 3 clusters Score -1.788225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -17882244.000000 Penalty: 3856.576172
	Iteration 60F: 3 clusters Score -1.788224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -17882242.000000 Penalty: 3856.576172
	Iteration 61Q: 3 clusters Score -1.788224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -17882244.000000 Penalty: 3856.576172
	Iteration 62Q: 3 clusters Score -1.788224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
Score: -17882250.000000 Penalty: 3856.576172
	Iteration 63Q: 3 clusters Score -1.788225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -17882234.000000 Penalty: 3856.576172
	Iteration 64Q: 3 clusters Score -1.788223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -17882238.000000 Penalty: 3856.576172
	Iteration 65Q: 3 clusters Score -1.788224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 139773 members 
Entering Unmasked Estep 
Score: -17882240.000000 Penalty: 3856.576172
	Iteration 66Q: 3 clusters Score -1.788224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -17882252.000000 Penalty: 3856.576172
	Iteration 67Q: 3 clusters Score -1.788225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -17882252.000000 Penalty: 3856.576172
	Iteration 68F: 3 clusters Score -1.788225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -285583.406250 Penalty: 1289.939453
	Iteration 0F: 2 clusters Score -285583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -283058.875000 Penalty: 2579.878906
	Iteration 0F: 3 clusters Score -283058.9 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -285518.593750 Penalty: 2579.878906
	Iteration 1F: 3 clusters Score -285518.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -288377.250000 Penalty: 2579.878906
	Iteration 2F: 3 clusters Score -288377.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -289544.937500 Penalty: 2579.878906
	Iteration 3F: 3 clusters Score -289544.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -289880.187500 Penalty: 2579.878906
	Iteration 4Q: 3 clusters Score -289880.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -289958.812500 Penalty: 2579.878906
	Iteration 5Q: 3 clusters Score -289958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -289968.093750 Penalty: 2579.878906
	Iteration 6Q: 3 clusters Score -289968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -289974.343750 Penalty: 2579.878906
	Iteration 7Q: 3 clusters Score -289974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -289975.843750 Penalty: 2579.878906
	Iteration 8Q: 3 clusters Score -289975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -289976.687500 Penalty: 2579.878906
	Iteration 9Q: 3 clusters Score -289976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -289976.687500 Penalty: 2579.878906
	Iteration 10F: 3 clusters Score -289976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 34450 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 48938 members 
Mstep: Class 24 contains 14193 members 
Mstep: Class 25 contains 8354 members 
Mstep: Class 26 contains 105371 members 
Mstep: Class 27 contains 1758 members 
Entering Unmasked Estep 
Score: -141585168.000000 Penalty: 61253.964844
Splitting cluster 17 changes total score from -141559664.000000 to -141585168.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -667272.312500 Penalty: 1404.335083
	Iteration 0F: 2 clusters Score -667272.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -662871.437500 Penalty: 2808.670166
	Iteration 0F: 3 clusters Score -662871.4 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -664269.625000 Penalty: 2808.670166
	Iteration 1F: 3 clusters Score -664269.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -664624.000000 Penalty: 2808.670166
	Iteration 2F: 3 clusters Score -664624 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -664984.625000 Penalty: 2808.670166
	Iteration 3F: 3 clusters Score -664984.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -665357.875000 Penalty: 2808.670166
	Iteration 4F: 3 clusters Score -665357.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -665680.312500 Penalty: 2808.670166
	Iteration 5F: 3 clusters Score -665680.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -665994.375000 Penalty: 2808.670166
	Iteration 6F: 3 clusters Score -665994.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -666311.875000 Penalty: 2808.670166
	Iteration 7F: 3 clusters Score -666311.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -666558.687500 Penalty: 2808.670166
	Iteration 8Q: 3 clusters Score -666558.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -666697.875000 Penalty: 2808.670166
	Iteration 9Q: 3 clusters Score -666697.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -666761.562500 Penalty: 2808.670166
	Iteration 10Q: 3 clusters Score -666761.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -666800.500000 Penalty: 2808.670166
	Iteration 11Q: 3 clusters Score -666800.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -666834.062500 Penalty: 2808.670166
	Iteration 12Q: 3 clusters Score -666834.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -666862.437500 Penalty: 2808.670166
	Iteration 13Q: 3 clusters Score -666862.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -666890.312500 Penalty: 2808.670166
	Iteration 14Q: 3 clusters Score -666890.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -666911.937500 Penalty: 2808.670166
	Iteration 15Q: 3 clusters Score -666911.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -666942.750000 Penalty: 2808.670166
	Iteration 16Q: 3 clusters Score -666942.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -666990.812500 Penalty: 2808.670166
	Iteration 17Q: 3 clusters Score -666990.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -667037.875000 Penalty: 2808.670166
	Iteration 18Q: 3 clusters Score -667037.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -667105.687500 Penalty: 2808.670166
	Iteration 19Q: 3 clusters Score -667105.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -667149.625000 Penalty: 2808.670166
	Iteration 20F: 3 clusters Score -667149.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -667181.937500 Penalty: 2808.670166
	Iteration 21Q: 3 clusters Score -667181.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -667204.250000 Penalty: 2808.670166
	Iteration 22Q: 3 clusters Score -667204.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -667226.437500 Penalty: 2808.670166
	Iteration 23Q: 3 clusters Score -667226.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -667247.000000 Penalty: 2808.670166
	Iteration 24Q: 3 clusters Score -667247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -667270.750000 Penalty: 2808.670166
	Iteration 25Q: 3 clusters Score -667270.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -667298.687500 Penalty: 2808.670166
	Iteration 26Q: 3 clusters Score -667298.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -667311.062500 Penalty: 2808.670166
	Iteration 27Q: 3 clusters Score -667311.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -667320.687500 Penalty: 2808.670166
	Iteration 28Q: 3 clusters Score -667320.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -667342.687500 Penalty: 2808.670166
	Iteration 29Q: 3 clusters Score -667342.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -667365.687500 Penalty: 2808.670166
	Iteration 30Q: 3 clusters Score -667365.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -667381.562500 Penalty: 2808.670166
	Iteration 31Q: 3 clusters Score -667381.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -667397.687500 Penalty: 2808.670166
	Iteration 32Q: 3 clusters Score -667397.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -667418.687500 Penalty: 2808.670166
	Iteration 33Q: 3 clusters Score -667418.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -667438.187500 Penalty: 2808.670166
	Iteration 34Q: 3 clusters Score -667438.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -667452.687500 Penalty: 2808.670166
	Iteration 35Q: 3 clusters Score -667452.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -667465.250000 Penalty: 2808.670166
	Iteration 36Q: 3 clusters Score -667465.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -667474.875000 Penalty: 2808.670166
	Iteration 37Q: 3 clusters Score -667474.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -667485.687500 Penalty: 2808.670166
	Iteration 38Q: 3 clusters Score -667485.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -667499.375000 Penalty: 2808.670166
	Iteration 39Q: 3 clusters Score -667499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -667505.937500 Penalty: 2808.670166
	Iteration 40F: 3 clusters Score -667505.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -667518.687500 Penalty: 2808.670166
	Iteration 41Q: 3 clusters Score -667518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -667530.437500 Penalty: 2808.670166
	Iteration 42Q: 3 clusters Score -667530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -667537.250000 Penalty: 2808.670166
	Iteration 43Q: 3 clusters Score -667537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -667542.687500 Penalty: 2808.670166
	Iteration 44Q: 3 clusters Score -667542.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -667546.937500 Penalty: 2808.670166
	Iteration 45Q: 3 clusters Score -667546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -667547.062500 Penalty: 2808.670166
	Iteration 46Q: 3 clusters Score -667547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -667546.437500 Penalty: 2808.670166
	Iteration 47Q: 3 clusters Score -667546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -667546.500000 Penalty: 2808.670166
	Iteration 48Q: 3 clusters Score -667546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -667545.250000 Penalty: 2808.670166
	Iteration 49Q: 3 clusters Score -667545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -667546.562500 Penalty: 2808.670166
	Iteration 50Q: 3 clusters Score -667546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -667546.125000 Penalty: 2808.670166
	Iteration 51Q: 3 clusters Score -667546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -667548.125000 Penalty: 2808.670166
	Iteration 52Q: 3 clusters Score -667548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -667548.125000 Penalty: 2808.670166
	Iteration 53F: 3 clusters Score -667548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 34450 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 48938 members 
Mstep: Class 24 contains 14193 members 
Mstep: Class 25 contains 8354 members 
Mstep: Class 26 contains 105371 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 1851 members 
Entering Unmasked Estep 
Score: -141584672.000000 Penalty: 63522.628906
Splitting cluster 18 changes total score from -141559664.000000 to -141584672.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (131758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Entering Unmasked Estep 
Score: -16417590.000000 Penalty: 1915.667358
	Iteration 0F: 2 clusters Score -1.641759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -16334794.000000 Penalty: 3831.334717
	Iteration 0F: 3 clusters Score -1.633479e+07 nChanged 63553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -16372312.000000 Penalty: 3831.334717
	Iteration 1F: 3 clusters Score -1.637231e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -16373928.000000 Penalty: 3831.334717
	Iteration 2Q: 3 clusters Score -1.637393e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -16376164.000000 Penalty: 3831.334717
	Iteration 3Q: 3 clusters Score -1.637616e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -16379595.000000 Penalty: 3831.334717
	Iteration 4F: 3 clusters Score -1.63796e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -16384280.000000 Penalty: 3831.334717
	Iteration 5F: 3 clusters Score -1.638428e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -16389650.000000 Penalty: 3831.334717
	Iteration 6F: 3 clusters Score -1.638965e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -16394944.000000 Penalty: 3831.334717
	Iteration 7F: 3 clusters Score -1.639494e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -16399765.000000 Penalty: 3831.334717
	Iteration 8F: 3 clusters Score -1.639976e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -16403701.000000 Penalty: 3831.334717
	Iteration 9Q: 3 clusters Score -1.64037e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -16406672.000000 Penalty: 3831.334717
	Iteration 10Q: 3 clusters Score -1.640667e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -16409898.000000 Penalty: 3831.334717
	Iteration 11Q: 3 clusters Score -1.64099e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -16412541.000000 Penalty: 3831.334717
	Iteration 12Q: 3 clusters Score -1.641254e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -16414563.000000 Penalty: 3831.334717
	Iteration 13Q: 3 clusters Score -1.641456e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -16415813.000000 Penalty: 3831.334717
	Iteration 14Q: 3 clusters Score -1.641581e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -16416505.000000 Penalty: 3831.334717
	Iteration 15Q: 3 clusters Score -1.64165e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125202 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -16416933.000000 Penalty: 3831.334717
	Iteration 16Q: 3 clusters Score -1.641693e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126342 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -16417192.000000 Penalty: 3831.334717
	Iteration 17Q: 3 clusters Score -1.641719e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -16417259.000000 Penalty: 3831.334717
	Iteration 18Q: 3 clusters Score -1.641726e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -16417324.000000 Penalty: 3831.334717
	Iteration 19Q: 3 clusters Score -1.641732e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128480 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -16417328.000000 Penalty: 3831.334717
	Iteration 20F: 3 clusters Score -1.641733e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -16417274.000000 Penalty: 3831.334717
	Iteration 21Q: 3 clusters Score -1.641727e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -16417270.000000 Penalty: 3831.334717
	Iteration 22Q: 3 clusters Score -1.641727e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -16417276.000000 Penalty: 3831.334717
	Iteration 23Q: 3 clusters Score -1.641728e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129543 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -16417261.000000 Penalty: 3831.334717
	Iteration 24Q: 3 clusters Score -1.641726e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129669 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -16417229.000000 Penalty: 3831.334717
	Iteration 25Q: 3 clusters Score -1.641723e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129799 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16417179.000000 Penalty: 3831.334717
	Iteration 26Q: 3 clusters Score -1.641718e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -16417169.000000 Penalty: 3831.334717
	Iteration 27Q: 3 clusters Score -1.641717e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129989 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -16417139.000000 Penalty: 3831.334717
	Iteration 28Q: 3 clusters Score -1.641714e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130062 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -16417131.000000 Penalty: 3831.334717
	Iteration 29Q: 3 clusters Score -1.641713e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130136 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16417158.000000 Penalty: 3831.334717
	Iteration 30Q: 3 clusters Score -1.641716e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130193 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -16417149.000000 Penalty: 3831.334717
	Iteration 31Q: 3 clusters Score -1.641715e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130234 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16417139.000000 Penalty: 3831.334717
	Iteration 32Q: 3 clusters Score -1.641714e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -16417144.000000 Penalty: 3831.334717
	Iteration 33Q: 3 clusters Score -1.641714e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130323 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16417133.000000 Penalty: 3831.334717
	Iteration 34Q: 3 clusters Score -1.641713e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130362 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -16417133.000000 Penalty: 3831.334717
	Iteration 35Q: 3 clusters Score -1.641713e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -16417133.000000 Penalty: 3831.334717
	Iteration 36Q: 3 clusters Score -1.641713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -16417117.000000 Penalty: 3831.334717
	Iteration 37Q: 3 clusters Score -1.641712e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16417125.000000 Penalty: 3831.334717
	Iteration 38Q: 3 clusters Score -1.641712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -16417131.000000 Penalty: 3831.334717
	Iteration 39Q: 3 clusters Score -1.641713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130469 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -16417115.000000 Penalty: 3831.334717
	Iteration 40F: 3 clusters Score -1.641712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130478 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16417111.000000 Penalty: 3831.334717
	Iteration 41Q: 3 clusters Score -1.641711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -16417111.000000 Penalty: 3831.334717
	Iteration 42Q: 3 clusters Score -1.641711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130483 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16417106.000000 Penalty: 3831.334717
	Iteration 43Q: 3 clusters Score -1.641711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130485 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16417116.000000 Penalty: 3831.334717
	Iteration 44Q: 3 clusters Score -1.641712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130485 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16417120.000000 Penalty: 3831.334717
	Iteration 45Q: 3 clusters Score -1.641712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130487 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16417126.000000 Penalty: 3831.334717
	Iteration 46Q: 3 clusters Score -1.641713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -16417112.000000 Penalty: 3831.334717
	Iteration 47Q: 3 clusters Score -1.641711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16417117.000000 Penalty: 3831.334717
	Iteration 48Q: 3 clusters Score -1.641712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130492 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16417108.000000 Penalty: 3831.334717
	Iteration 49Q: 3 clusters Score -1.641711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -16417107.000000 Penalty: 3831.334717
	Iteration 50Q: 3 clusters Score -1.641711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130498 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16417099.000000 Penalty: 3831.334717
	Iteration 51Q: 3 clusters Score -1.64171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130500 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16417100.000000 Penalty: 3831.334717
	Iteration 52Q: 3 clusters Score -1.64171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130501 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -16417106.000000 Penalty: 3831.334717
	Iteration 53Q: 3 clusters Score -1.641711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130502 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -16417110.000000 Penalty: 3831.334717
	Iteration 54Q: 3 clusters Score -1.641711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130500 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16417100.000000 Penalty: 3831.334717
	Iteration 55Q: 3 clusters Score -1.64171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130506 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -16417088.000000 Penalty: 3831.334717
	Iteration 56Q: 3 clusters Score -1.641709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130515 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16417098.000000 Penalty: 3831.334717
	Iteration 57Q: 3 clusters Score -1.64171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130523 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -16417080.000000 Penalty: 3831.334717
	Iteration 58Q: 3 clusters Score -1.641708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130523 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -16417084.000000 Penalty: 3831.334717
	Iteration 59Q: 3 clusters Score -1.641708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130522 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16417076.000000 Penalty: 3831.334717
	Iteration 60F: 3 clusters Score -1.641708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -16417074.000000 Penalty: 3831.334717
	Iteration 61Q: 3 clusters Score -1.641707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130518 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16417070.000000 Penalty: 3831.334717
	Iteration 62Q: 3 clusters Score -1.641707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130517 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -16417070.000000 Penalty: 3831.334717
	Iteration 63Q: 3 clusters Score -1.641707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130515 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16417076.000000 Penalty: 3831.334717
	Iteration 64Q: 3 clusters Score -1.641708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130515 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16417076.000000 Penalty: 3831.334717
	Iteration 65F: 3 clusters Score -1.641708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Entering Unmasked Estep 
Score: -3846227.000000 Penalty: 1683.864136
	Iteration 0F: 2 clusters Score -3846227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3824941.750000 Penalty: 3367.728271
	Iteration 0F: 3 clusters Score -3824942 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3833186.250000 Penalty: 3367.728271
	Iteration 1F: 3 clusters Score -3833186 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3833670.250000 Penalty: 3367.728271
	Iteration 2Q: 3 clusters Score -3833670 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3834128.000000 Penalty: 3367.728271
	Iteration 3Q: 3 clusters Score -3834128 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3834595.000000 Penalty: 3367.728271
	Iteration 4Q: 3 clusters Score -3834595 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3835086.500000 Penalty: 3367.728271
	Iteration 5Q: 3 clusters Score -3835086 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3835656.500000 Penalty: 3367.728271
	Iteration 6Q: 3 clusters Score -3835656 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3836423.750000 Penalty: 3367.728271
	Iteration 7Q: 3 clusters Score -3836424 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3837313.500000 Penalty: 3367.728271
	Iteration 8F: 3 clusters Score -3837314 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3838378.500000 Penalty: 3367.728271
	Iteration 9F: 3 clusters Score -3838378 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3839560.500000 Penalty: 3367.728271
	Iteration 10F: 3 clusters Score -3839560 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3840782.750000 Penalty: 3367.728271
	Iteration 11F: 3 clusters Score -3840783 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3841917.000000 Penalty: 3367.728271
	Iteration 12Q: 3 clusters Score -3841917 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3842926.750000 Penalty: 3367.728271
	Iteration 13Q: 3 clusters Score -3842927 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3843714.000000 Penalty: 3367.728271
	Iteration 14Q: 3 clusters Score -3843714 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3844298.750000 Penalty: 3367.728271
	Iteration 15Q: 3 clusters Score -3844299 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3844631.250000 Penalty: 3367.728271
	Iteration 16Q: 3 clusters Score -3844631 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3844826.250000 Penalty: 3367.728271
	Iteration 17Q: 3 clusters Score -3844826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3844935.500000 Penalty: 3367.728271
	Iteration 18Q: 3 clusters Score -3844936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3844977.000000 Penalty: 3367.728271
	Iteration 19Q: 3 clusters Score -3844977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3845008.750000 Penalty: 3367.728271
	Iteration 20F: 3 clusters Score -3845009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3845027.500000 Penalty: 3367.728271
	Iteration 21Q: 3 clusters Score -3845028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3845048.500000 Penalty: 3367.728271
	Iteration 22Q: 3 clusters Score -3845048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3845056.250000 Penalty: 3367.728271
	Iteration 23Q: 3 clusters Score -3845056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3845062.500000 Penalty: 3367.728271
	Iteration 24Q: 3 clusters Score -3845062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3845073.750000 Penalty: 3367.728271
	Iteration 25Q: 3 clusters Score -3845074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3845075.000000 Penalty: 3367.728271
	Iteration 26Q: 3 clusters Score -3845075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3845072.750000 Penalty: 3367.728271
	Iteration 27Q: 3 clusters Score -3845073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3845075.000000 Penalty: 3367.728271
	Iteration 28Q: 3 clusters Score -3845075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3845074.000000 Penalty: 3367.728271
	Iteration 29Q: 3 clusters Score -3845074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3845073.250000 Penalty: 3367.728271
	Iteration 30Q: 3 clusters Score -3845073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3845075.750000 Penalty: 3367.728271
	Iteration 31Q: 3 clusters Score -3845076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3845075.750000 Penalty: 3367.728271
	Iteration 32F: 3 clusters Score -3845076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 136038 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 8 contains 129250 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 127748 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 14 contains 34450 members 
Mstep: Class 15 contains 150233 members 
Mstep: Class 16 contains 142399 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 131758 members 
Mstep: Class 20 contains 31642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141598592.000000 Penalty: 63522.628906
Iteration 39Q: 29 clusters Score -1.415986e+08 nChanged 29976
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40103 members 
Mstep: Class 3 contains 14804 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 135252 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 129159 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 127421 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 40537 members 
Mstep: Class 15 contains 149441 members 
Mstep: Class 16 contains 144050 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 18 contains 3761 members 
Mstep: Class 19 contains 132273 members 
Mstep: Class 20 contains 31947 members 
Mstep: Class 21 contains 5557 members 
Mstep: Class 22 contains 1729 members 
Mstep: Class 23 contains 48158 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 7935 members 
Mstep: Class 26 contains 99545 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141613008.000000 Penalty: 63522.628906
Iteration 40F: 29 clusters Score -1.41613e+08 nChanged 29507
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 39771 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 131665 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 127531 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 125893 members 
Mstep: Class 12 contains 6898 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 44748 members 
Mstep: Class 15 contains 146078 members 
Mstep: Class 16 contains 143560 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 130374 members 
Mstep: Class 20 contains 31554 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 48782 members 
Mstep: Class 24 contains 13674 members 
Mstep: Class 25 contains 7985 members 
Mstep: Class 26 contains 105865 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141623312.000000 Penalty: 63522.628906
Iteration 41Q: 29 clusters Score -1.416233e+08 nChanged 23493
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39556 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 128639 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 126150 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 10029 members 
Mstep: Class 11 contains 124669 members 
Mstep: Class 12 contains 6803 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 49635 members 
Mstep: Class 15 contains 143552 members 
Mstep: Class 16 contains 142466 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 3424 members 
Mstep: Class 19 contains 128757 members 
Mstep: Class 20 contains 31370 members 
Mstep: Class 21 contains 6404 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 49309 members 
Mstep: Class 24 contains 13783 members 
Mstep: Class 25 contains 8001 members 
Mstep: Class 26 contains 110388 members 
Mstep: Class 27 contains 2172 members 
Mstep: Class 28 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141629840.000000 Penalty: 63522.628906
Iteration 42Q: 29 clusters Score -1.416298e+08 nChanged 20815
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39413 members 
Mstep: Class 3 contains 14524 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 126230 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 124911 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 123781 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 55062 members 
Mstep: Class 15 contains 141041 members 
Mstep: Class 16 contains 140828 members 
Mstep: Class 17 contains 1040 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 127458 members 
Mstep: Class 20 contains 31271 members 
Mstep: Class 21 contains 6639 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 49706 members 
Mstep: Class 24 contains 13762 members 
Mstep: Class 25 contains 8018 members 
Mstep: Class 26 contains 113863 members 
Mstep: Class 27 contains 2251 members 
Mstep: Class 28 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141634496.000000 Penalty: 63522.628906
Iteration 43Q: 29 clusters Score -1.416345e+08 nChanged 18987
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 39317 members 
Mstep: Class 3 contains 14440 members 
Mstep: Class 4 contains 812 members 
Mstep: Class 5 contains 124251 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 123631 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 10854 members 
Mstep: Class 11 contains 123134 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 60917 members 
Mstep: Class 15 contains 138647 members 
Mstep: Class 16 contains 138861 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 126422 members 
Mstep: Class 20 contains 31178 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 50005 members 
Mstep: Class 24 contains 13710 members 
Mstep: Class 25 contains 8034 members 
Mstep: Class 26 contains 116508 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141639664.000000 Penalty: 63522.628906
Iteration 44Q: 29 clusters Score -1.416397e+08 nChanged 18192
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39265 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 812 members 
Mstep: Class 5 contains 122453 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 122346 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 122504 members 
Mstep: Class 12 contains 6545 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 67351 members 
Mstep: Class 15 contains 136168 members 
Mstep: Class 16 contains 136844 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 125514 members 
Mstep: Class 20 contains 31074 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 50250 members 
Mstep: Class 24 contains 13704 members 
Mstep: Class 25 contains 8073 members 
Mstep: Class 26 contains 118435 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141643904.000000 Penalty: 63522.628906
Iteration 45Q: 29 clusters Score -1.416439e+08 nChanged 17441
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39216 members 
Mstep: Class 3 contains 14322 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 120726 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 121253 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 11574 members 
Mstep: Class 11 contains 121874 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 74289 members 
Mstep: Class 15 contains 133841 members 
Mstep: Class 16 contains 135132 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 124717 members 
Mstep: Class 20 contains 30992 members 
Mstep: Class 21 contains 6965 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 50408 members 
Mstep: Class 24 contains 13669 members 
Mstep: Class 25 contains 8085 members 
Mstep: Class 26 contains 119129 members 
Mstep: Class 27 contains 2360 members 
Mstep: Class 28 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141647824.000000 Penalty: 63522.628906
Iteration 46Q: 29 clusters Score -1.416478e+08 nChanged 16843
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39189 members 
Mstep: Class 3 contains 14263 members 
Mstep: Class 4 contains 812 members 
Mstep: Class 5 contains 119028 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 120241 members 
Mstep: Class 9 contains 4464 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 121317 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 4398 members 
Mstep: Class 14 contains 81842 members 
Mstep: Class 15 contains 131399 members 
Mstep: Class 16 contains 133694 members 
Mstep: Class 17 contains 1039 members 
Mstep: Class 18 contains 3028 members 
Mstep: Class 19 contains 123898 members 
Mstep: Class 20 contains 30859 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 50553 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 8097 members 
Mstep: Class 26 contains 119006 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141652192.000000 Penalty: 63522.628906
Iteration 47Q: 29 clusters Score -1.416522e+08 nChanged 16615
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39160 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 812 members 
Mstep: Class 5 contains 117379 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 119350 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 120808 members 
Mstep: Class 12 contains 6326 members 
Mstep: Class 13 contains 4528 members 
Mstep: Class 14 contains 90015 members 
Mstep: Class 15 contains 128904 members 
Mstep: Class 16 contains 132516 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 123080 members 
Mstep: Class 20 contains 30720 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 50691 members 
Mstep: Class 24 contains 13563 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 117961 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655456.000000 Penalty: 63522.628906
Iteration 48Q: 29 clusters Score -1.416555e+08 nChanged 16556
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39147 members 
Mstep: Class 3 contains 14147 members 
Mstep: Class 4 contains 813 members 
Mstep: Class 5 contains 115655 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 118692 members 
Mstep: Class 9 contains 4563 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 11 contains 120298 members 
Mstep: Class 12 contains 6278 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 98496 members 
Mstep: Class 15 contains 126421 members 
Mstep: Class 16 contains 131625 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 122198 members 
Mstep: Class 20 contains 30580 members 
Mstep: Class 21 contains 7068 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 50812 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 116269 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141658480.000000 Penalty: 63522.628906
Iteration 49Q: 29 clusters Score -1.416585e+08 nChanged 17507
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39145 members 
Mstep: Class 3 contains 14108 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 113890 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 118062 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 119777 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 107764 members 
Mstep: Class 15 contains 124197 members 
Mstep: Class 16 contains 131166 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2940 members 
Mstep: Class 19 contains 121365 members 
Mstep: Class 20 contains 30483 members 
Mstep: Class 21 contains 7085 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 50965 members 
Mstep: Class 24 contains 13439 members 
Mstep: Class 25 contains 8129 members 
Mstep: Class 26 contains 113072 members 
Mstep: Class 27 contains 2413 members 
Mstep: Class 28 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141659696.000000 Penalty: 63522.628906
Iteration 50Q: 29 clusters Score -1.416597e+08 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39128 members 
Mstep: Class 3 contains 14053 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 112323 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 117880 members 
Mstep: Class 9 contains 4657 members 
Mstep: Class 10 contains 13161 members 
Mstep: Class 11 contains 119146 members 
Mstep: Class 12 contains 6160 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 116507 members 
Mstep: Class 15 contains 122518 members 
Mstep: Class 16 contains 131440 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 120738 members 
Mstep: Class 20 contains 30399 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 51149 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 108356 members 
Mstep: Class 27 contains 2418 members 
Mstep: Class 28 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141658816.000000 Penalty: 63522.628906
Iteration 51Q: 29 clusters Score -1.416588e+08 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39127 members 
Mstep: Class 3 contains 13998 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 111280 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 117849 members 
Mstep: Class 9 contains 4715 members 
Mstep: Class 10 contains 13402 members 
Mstep: Class 11 contains 118878 members 
Mstep: Class 12 contains 6115 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 121648 members 
Mstep: Class 15 contains 121514 members 
Mstep: Class 16 contains 130891 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 120483 members 
Mstep: Class 20 contains 30374 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 51272 members 
Mstep: Class 24 contains 13326 members 
Mstep: Class 25 contains 8167 members 
Mstep: Class 26 contains 106006 members 
Mstep: Class 27 contains 2418 members 
Mstep: Class 28 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141659424.000000 Penalty: 63522.628906
Iteration 52Q: 29 clusters Score -1.416594e+08 nChanged 13739
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39144 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 110527 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 117984 members 
Mstep: Class 9 contains 4750 members 
Mstep: Class 10 contains 13625 members 
Mstep: Class 11 contains 118878 members 
Mstep: Class 12 contains 6070 members 
Mstep: Class 13 contains 4836 members 
Mstep: Class 14 contains 124364 members 
Mstep: Class 15 contains 121210 members 
Mstep: Class 16 contains 129786 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 120268 members 
Mstep: Class 20 contains 30336 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 1624 members 
Mstep: Class 23 contains 51387 members 
Mstep: Class 24 contains 13282 members 
Mstep: Class 25 contains 8176 members 
Mstep: Class 26 contains 105200 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141659664.000000 Penalty: 63522.628906
Iteration 53Q: 29 clusters Score -1.416597e+08 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39158 members 
Mstep: Class 3 contains 13937 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 109924 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 118075 members 
Mstep: Class 9 contains 4775 members 
Mstep: Class 10 contains 13794 members 
Mstep: Class 11 contains 118965 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 4878 members 
Mstep: Class 14 contains 125531 members 
Mstep: Class 15 contains 121226 members 
Mstep: Class 16 contains 128774 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2859 members 
Mstep: Class 19 contains 120054 members 
Mstep: Class 20 contains 30304 members 
Mstep: Class 21 contains 7225 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 51516 members 
Mstep: Class 24 contains 13269 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 105335 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141660496.000000 Penalty: 63522.628906
Iteration 54Q: 29 clusters Score -1.416605e+08 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39180 members 
Mstep: Class 3 contains 13894 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 109472 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 118213 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 13916 members 
Mstep: Class 11 contains 119111 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 126045 members 
Mstep: Class 15 contains 121539 members 
Mstep: Class 16 contains 127756 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2830 members 
Mstep: Class 19 contains 119795 members 
Mstep: Class 20 contains 30269 members 
Mstep: Class 21 contains 7260 members 
Mstep: Class 22 contains 1621 members 
Mstep: Class 23 contains 51670 members 
Mstep: Class 24 contains 13265 members 
Mstep: Class 25 contains 8194 members 
Mstep: Class 26 contains 105644 members 
Mstep: Class 27 contains 2448 members 
Mstep: Class 28 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141661248.000000 Penalty: 63522.628906
Iteration 55Q: 29 clusters Score -1.416612e+08 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39194 members 
Mstep: Class 3 contains 13868 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 108997 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 118396 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 119206 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 126181 members 
Mstep: Class 15 contains 121982 members 
Mstep: Class 16 contains 126952 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 119608 members 
Mstep: Class 20 contains 30277 members 
Mstep: Class 21 contains 7284 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 51791 members 
Mstep: Class 24 contains 13274 members 
Mstep: Class 25 contains 8210 members 
Mstep: Class 26 contains 105928 members 
Mstep: Class 27 contains 2456 members 
Mstep: Class 28 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141660912.000000 Penalty: 63522.628906
Iteration 56Q: 29 clusters Score -1.416609e+08 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39208 members 
Mstep: Class 3 contains 13844 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 108657 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 118660 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14164 members 
Mstep: Class 11 contains 119249 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 126204 members 
Mstep: Class 15 contains 122397 members 
Mstep: Class 16 contains 126172 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 119488 members 
Mstep: Class 20 contains 30282 members 
Mstep: Class 21 contains 7306 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 51880 members 
Mstep: Class 24 contains 13269 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 106182 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141661680.000000 Penalty: 63522.628906
Iteration 57Q: 29 clusters Score -1.416617e+08 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39214 members 
Mstep: Class 3 contains 13820 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 108411 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 118921 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 14294 members 
Mstep: Class 11 contains 119287 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 126019 members 
Mstep: Class 15 contains 122800 members 
Mstep: Class 16 contains 125594 members 
Mstep: Class 17 contains 1039 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 119435 members 
Mstep: Class 20 contains 30314 members 
Mstep: Class 21 contains 7321 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 51977 members 
Mstep: Class 24 contains 13254 members 
Mstep: Class 25 contains 8210 members 
Mstep: Class 26 contains 106293 members 
Mstep: Class 27 contains 2468 members 
Mstep: Class 28 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141661632.000000 Penalty: 63522.628906
Iteration 58Q: 29 clusters Score -1.416616e+08 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39226 members 
Mstep: Class 3 contains 13798 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 108139 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 119196 members 
Mstep: Class 9 contains 4864 members 
Mstep: Class 10 contains 14413 members 
Mstep: Class 11 contains 119282 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 125748 members 
Mstep: Class 15 contains 123253 members 
Mstep: Class 16 contains 125153 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 119383 members 
Mstep: Class 20 contains 30361 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 52050 members 
Mstep: Class 24 contains 13218 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 106357 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141662016.000000 Penalty: 63522.628906
Iteration 59Q: 29 clusters Score -1.41662e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39255 members 
Mstep: Class 3 contains 13780 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 107937 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 119388 members 
Mstep: Class 9 contains 4882 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 119234 members 
Mstep: Class 12 contains 5765 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 125455 members 
Mstep: Class 15 contains 123642 members 
Mstep: Class 16 contains 124861 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 19 contains 119344 members 
Mstep: Class 20 contains 30386 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 52129 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 106442 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141667856.000000 Penalty: 63522.628906
Iteration 60F: 29 clusters Score -1.416679e+08 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 39275 members 
Mstep: Class 3 contains 13744 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107529 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 119317 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 14646 members 
Mstep: Class 11 contains 119073 members 
Mstep: Class 12 contains 5721 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 130851 members 
Mstep: Class 15 contains 123418 members 
Mstep: Class 16 contains 124599 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 119278 members 
Mstep: Class 20 contains 30365 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 52158 members 
Mstep: Class 24 contains 13126 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 102100 members 
Mstep: Class 27 contains 2492 members 
Mstep: Class 28 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141667632.000000 Penalty: 63522.628906
Iteration 61Q: 29 clusters Score -1.416676e+08 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 39283 members 
Mstep: Class 3 contains 13725 members 
Mstep: Class 4 contains 818 members 
Mstep: Class 5 contains 107392 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 119528 members 
Mstep: Class 9 contains 4902 members 
Mstep: Class 10 contains 14779 members 
Mstep: Class 11 contains 119307 members 
Mstep: Class 12 contains 5679 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 133144 members 
Mstep: Class 15 contains 123640 members 
Mstep: Class 16 contains 123851 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 119184 members 
Mstep: Class 20 contains 30366 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 1619 members 
Mstep: Class 23 contains 52253 members 
Mstep: Class 24 contains 13077 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 99816 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141665904.000000 Penalty: 63522.628906
Iteration 62Q: 29 clusters Score -1.416659e+08 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39310 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107335 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 119703 members 
Mstep: Class 9 contains 4915 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 119702 members 
Mstep: Class 12 contains 5648 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 133934 members 
Mstep: Class 15 contains 124035 members 
Mstep: Class 16 contains 122772 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 119108 members 
Mstep: Class 20 contains 30381 members 
Mstep: Class 21 contains 7451 members 
Mstep: Class 22 contains 1618 members 
Mstep: Class 23 contains 52312 members 
Mstep: Class 24 contains 13031 members 
Mstep: Class 25 contains 8191 members 
Mstep: Class 26 contains 98989 members 
Mstep: Class 27 contains 2507 members 
Mstep: Class 28 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141665744.000000 Penalty: 63522.628906
Iteration 63Q: 29 clusters Score -1.416657e+08 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39325 members 
Mstep: Class 3 contains 13690 members 
Mstep: Class 4 contains 818 members 
Mstep: Class 5 contains 107322 members 
Mstep: Class 6 contains 3403 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 119746 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 14985 members 
Mstep: Class 11 contains 120065 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 5365 members 
Mstep: Class 14 contains 133928 members 
Mstep: Class 15 contains 124493 members 
Mstep: Class 16 contains 121663 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 119017 members 
Mstep: Class 20 contains 30416 members 
Mstep: Class 21 contains 7481 members 
Mstep: Class 22 contains 1618 members 
Mstep: Class 23 contains 52393 members 
Mstep: Class 24 contains 13003 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 99060 members 
Mstep: Class 27 contains 2509 members 
Mstep: Class 28 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141665872.000000 Penalty: 63522.628906
Iteration 64Q: 29 clusters Score -1.416659e+08 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 39351 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 818 members 
Mstep: Class 5 contains 107396 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 119659 members 
Mstep: Class 9 contains 4943 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 120328 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 5420 members 
Mstep: Class 14 contains 133613 members 
Mstep: Class 15 contains 124890 members 
Mstep: Class 16 contains 120470 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 118914 members 
Mstep: Class 20 contains 30412 members 
Mstep: Class 21 contains 7500 members 
Mstep: Class 22 contains 1618 members 
Mstep: Class 23 contains 52473 members 
Mstep: Class 24 contains 12982 members 
Mstep: Class 25 contains 8199 members 
Mstep: Class 26 contains 99772 members 
Mstep: Class 27 contains 2509 members 
Mstep: Class 28 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141665600.000000 Penalty: 63522.628906
Iteration 65Q: 29 clusters Score -1.416656e+08 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39386 members 
Mstep: Class 3 contains 13650 members 
Mstep: Class 4 contains 818 members 
Mstep: Class 5 contains 107483 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 119517 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 120484 members 
Mstep: Class 12 contains 5552 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 133137 members 
Mstep: Class 15 contains 125181 members 
Mstep: Class 16 contains 119210 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 118776 members 
Mstep: Class 20 contains 30423 members 
Mstep: Class 21 contains 7517 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52523 members 
Mstep: Class 24 contains 12978 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 100984 members 
Mstep: Class 27 contains 2510 members 
Mstep: Class 28 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141666208.000000 Penalty: 63522.628906
Iteration 66Q: 29 clusters Score -1.416662e+08 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39413 members 
Mstep: Class 3 contains 13632 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107541 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 119287 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 120587 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 132707 members 
Mstep: Class 15 contains 125352 members 
Mstep: Class 16 contains 118007 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 118608 members 
Mstep: Class 20 contains 30437 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 1618 members 
Mstep: Class 23 contains 52592 members 
Mstep: Class 24 contains 12973 members 
Mstep: Class 25 contains 8210 members 
Mstep: Class 26 contains 102425 members 
Mstep: Class 27 contains 2510 members 
Mstep: Class 28 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141665920.000000 Penalty: 63522.628906
Iteration 67Q: 29 clusters Score -1.416659e+08 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39431 members 
Mstep: Class 3 contains 13608 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107576 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 118966 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 120678 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 5602 members 
Mstep: Class 14 contains 132251 members 
Mstep: Class 15 contains 125440 members 
Mstep: Class 16 contains 116948 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 118424 members 
Mstep: Class 20 contains 30455 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 1618 members 
Mstep: Class 23 contains 52648 members 
Mstep: Class 24 contains 12980 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 103991 members 
Mstep: Class 27 contains 2512 members 
Mstep: Class 28 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141666176.000000 Penalty: 63522.628906
Iteration 68Q: 29 clusters Score -1.416662e+08 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39463 members 
Mstep: Class 3 contains 13576 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107602 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 118659 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 15485 members 
Mstep: Class 11 contains 120741 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 131850 members 
Mstep: Class 15 contains 125367 members 
Mstep: Class 16 contains 115953 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 118209 members 
Mstep: Class 20 contains 30448 members 
Mstep: Class 21 contains 7516 members 
Mstep: Class 22 contains 1618 members 
Mstep: Class 23 contains 52675 members 
Mstep: Class 24 contains 12977 members 
Mstep: Class 25 contains 8223 members 
Mstep: Class 26 contains 105699 members 
Mstep: Class 27 contains 2512 members 
Mstep: Class 28 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141666400.000000 Penalty: 63522.628906
Iteration 69Q: 29 clusters Score -1.416664e+08 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39500 members 
Mstep: Class 3 contains 13558 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107656 members 
Mstep: Class 6 contains 3632 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 118390 members 
Mstep: Class 9 contains 4965 members 
Mstep: Class 10 contains 15570 members 
Mstep: Class 11 contains 120808 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 131451 members 
Mstep: Class 15 contains 125270 members 
Mstep: Class 16 contains 114966 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 117972 members 
Mstep: Class 20 contains 30465 members 
Mstep: Class 21 contains 7500 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52708 members 
Mstep: Class 24 contains 12964 members 
Mstep: Class 25 contains 8222 members 
Mstep: Class 26 contains 107386 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141667504.000000 Penalty: 63522.628906
Iteration 70Q: 29 clusters Score -1.416675e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39554 members 
Mstep: Class 3 contains 13522 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107651 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 118261 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 15657 members 
Mstep: Class 11 contains 120826 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 131112 members 
Mstep: Class 15 contains 125199 members 
Mstep: Class 16 contains 114027 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 117687 members 
Mstep: Class 20 contains 30504 members 
Mstep: Class 21 contains 7492 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52722 members 
Mstep: Class 24 contains 12961 members 
Mstep: Class 25 contains 8220 members 
Mstep: Class 26 contains 108963 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141667200.000000 Penalty: 63522.628906
Iteration 71Q: 29 clusters Score -1.416672e+08 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39595 members 
Mstep: Class 3 contains 13494 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107728 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 118068 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 120829 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 130731 members 
Mstep: Class 15 contains 125019 members 
Mstep: Class 16 contains 113198 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 117439 members 
Mstep: Class 20 contains 30522 members 
Mstep: Class 21 contains 7476 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52726 members 
Mstep: Class 24 contains 12949 members 
Mstep: Class 25 contains 8225 members 
Mstep: Class 26 contains 110565 members 
Mstep: Class 27 contains 2509 members 
Mstep: Class 28 contains 2131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141667520.000000 Penalty: 63522.628906
Iteration 72Q: 29 clusters Score -1.416675e+08 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39642 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107825 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117909 members 
Mstep: Class 9 contains 4981 members 
Mstep: Class 10 contains 15837 members 
Mstep: Class 11 contains 120841 members 
Mstep: Class 12 contains 5312 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 130277 members 
Mstep: Class 15 contains 124893 members 
Mstep: Class 16 contains 112405 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 117173 members 
Mstep: Class 20 contains 30532 members 
Mstep: Class 21 contains 7457 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52698 members 
Mstep: Class 24 contains 12923 members 
Mstep: Class 25 contains 8222 members 
Mstep: Class 26 contains 112157 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141668720.000000 Penalty: 63522.628906
Iteration 73Q: 29 clusters Score -1.416687e+08 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39705 members 
Mstep: Class 3 contains 13433 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107878 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117780 members 
Mstep: Class 9 contains 4988 members 
Mstep: Class 10 contains 15908 members 
Mstep: Class 11 contains 120813 members 
Mstep: Class 12 contains 5287 members 
Mstep: Class 13 contains 5941 members 
Mstep: Class 14 contains 129946 members 
Mstep: Class 15 contains 124771 members 
Mstep: Class 16 contains 111621 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 116921 members 
Mstep: Class 20 contains 30536 members 
Mstep: Class 21 contains 7435 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52705 members 
Mstep: Class 24 contains 12905 members 
Mstep: Class 25 contains 8214 members 
Mstep: Class 26 contains 113631 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141669328.000000 Penalty: 63522.628906
Iteration 74Q: 29 clusters Score -1.416693e+08 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39750 members 
Mstep: Class 3 contains 13412 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107904 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117705 members 
Mstep: Class 9 contains 4989 members 
Mstep: Class 10 contains 15968 members 
Mstep: Class 11 contains 120714 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 129618 members 
Mstep: Class 15 contains 124533 members 
Mstep: Class 16 contains 110977 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 116729 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 7401 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52689 members 
Mstep: Class 24 contains 12892 members 
Mstep: Class 25 contains 8210 members 
Mstep: Class 26 contains 115075 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141669648.000000 Penalty: 63522.628906
Iteration 75Q: 29 clusters Score -1.416696e+08 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39814 members 
Mstep: Class 3 contains 13382 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107917 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117578 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 16024 members 
Mstep: Class 11 contains 120617 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 6078 members 
Mstep: Class 14 contains 129024 members 
Mstep: Class 15 contains 124214 members 
Mstep: Class 16 contains 110558 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 116533 members 
Mstep: Class 20 contains 30561 members 
Mstep: Class 21 contains 7378 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52689 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 116686 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141670080.000000 Penalty: 63522.628906
Iteration 76Q: 29 clusters Score -1.416701e+08 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39871 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107894 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117437 members 
Mstep: Class 9 contains 4984 members 
Mstep: Class 10 contains 16081 members 
Mstep: Class 11 contains 120516 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 13 contains 6120 members 
Mstep: Class 14 contains 128322 members 
Mstep: Class 15 contains 123974 members 
Mstep: Class 16 contains 110213 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 116307 members 
Mstep: Class 20 contains 30583 members 
Mstep: Class 21 contains 7356 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52671 members 
Mstep: Class 24 contains 12873 members 
Mstep: Class 25 contains 8202 members 
Mstep: Class 26 contains 118328 members 
Mstep: Class 27 contains 2506 members 
Mstep: Class 28 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141670928.000000 Penalty: 63522.628906
Iteration 77Q: 29 clusters Score -1.416709e+08 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39937 members 
Mstep: Class 3 contains 13350 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107875 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117276 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 120367 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 127522 members 
Mstep: Class 15 contains 123721 members 
Mstep: Class 16 contains 110031 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 116035 members 
Mstep: Class 20 contains 30595 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52635 members 
Mstep: Class 24 contains 12867 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 120026 members 
Mstep: Class 27 contains 2506 members 
Mstep: Class 28 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141671696.000000 Penalty: 63522.628906
Iteration 78Q: 29 clusters Score -1.416717e+08 nChanged 7758
Entering ConstructFrom: 
Score: -141671696.000000 Penalty: 63522.628906
Entering ConstructFrom: 
Trying to split cluster 1 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -27288.828125 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -27288.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26420.814453 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -26420.81 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28134.658203 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -28134.66 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29360.015625 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -29360.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -30091.044922 Penalty: 2112.919189
	Iteration 3F: 3 clusters Score -30091.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30545.927734 Penalty: 2112.919189
	Iteration 4F: 3 clusters Score -30545.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30746.371094 Penalty: 2112.919189
	Iteration 5Q: 3 clusters Score -30746.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30780.730469 Penalty: 2112.919189
	Iteration 6Q: 3 clusters Score -30780.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30822.525391 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -30822.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30835.166016 Penalty: 2112.919189
	Iteration 8Q: 3 clusters Score -30835.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30840.404297 Penalty: 2112.919189
	Iteration 9Q: 3 clusters Score -30840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30845.371094 Penalty: 2112.919189
	Iteration 10Q: 3 clusters Score -30845.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30845.808594 Penalty: 2112.919189
	Iteration 11Q: 3 clusters Score -30845.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30847.019531 Penalty: 2112.919189
	Iteration 12F: 3 clusters Score -30847.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30909.982422 Penalty: 2112.919189
	Iteration 13Q: 3 clusters Score -30909.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30986.164062 Penalty: 2112.919189
	Iteration 14Q: 3 clusters Score -30986.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31000.478516 Penalty: 2112.919189
	Iteration 15Q: 3 clusters Score -31000.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31000.478516 Penalty: 2112.919189
	Iteration 16F: 3 clusters Score -31000.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 817 members 
Mstep: Class 5 contains 107830 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 120160 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 126754 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 30605 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Entering Unmasked Estep 
Score: -141675696.000000 Penalty: 65791.296875
Splitting cluster 1 changes total score from -141671696.000000 to -141675696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 2 (40017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Entering Unmasked Estep 
Score: -4962012.500000 Penalty: 1722.022095
	Iteration 0F: 2 clusters Score -4962012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4935026.500000 Penalty: 3444.044189
	Iteration 0F: 3 clusters Score -4935026 nChanged 18725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4945910.500000 Penalty: 3444.044189
	Iteration 1F: 3 clusters Score -4945910 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4946688.500000 Penalty: 3444.044189
	Iteration 2Q: 3 clusters Score -4946688 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4947630.500000 Penalty: 3444.044189
	Iteration 3F: 3 clusters Score -4947630 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4948830.000000 Penalty: 3444.044189
	Iteration 4F: 3 clusters Score -4948830 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4950449.500000 Penalty: 3444.044189
	Iteration 5F: 3 clusters Score -4950450 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4952514.000000 Penalty: 3444.044189
	Iteration 6F: 3 clusters Score -4952514 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4954949.500000 Penalty: 3444.044189
	Iteration 7F: 3 clusters Score -4954950 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4956810.000000 Penalty: 3444.044189
	Iteration 8F: 3 clusters Score -4956810 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4957734.000000 Penalty: 3444.044189
	Iteration 9Q: 3 clusters Score -4957734 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4958169.500000 Penalty: 3444.044189
	Iteration 10Q: 3 clusters Score -4958170 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4958427.000000 Penalty: 3444.044189
	Iteration 11Q: 3 clusters Score -4958427 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4958592.000000 Penalty: 3444.044189
	Iteration 12Q: 3 clusters Score -4958592 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4958700.500000 Penalty: 3444.044189
	Iteration 13Q: 3 clusters Score -4958700 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4958803.000000 Penalty: 3444.044189
	Iteration 14Q: 3 clusters Score -4958803 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4958884.000000 Penalty: 3444.044189
	Iteration 15Q: 3 clusters Score -4958884 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4958952.000000 Penalty: 3444.044189
	Iteration 16Q: 3 clusters Score -4958952 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4959025.000000 Penalty: 3444.044189
	Iteration 17Q: 3 clusters Score -4959025 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4959081.000000 Penalty: 3444.044189
	Iteration 18Q: 3 clusters Score -4959081 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -4959134.500000 Penalty: 3444.044189
	Iteration 19Q: 3 clusters Score -4959134 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4959216.500000 Penalty: 3444.044189
	Iteration 20F: 3 clusters Score -4959216 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4959303.500000 Penalty: 3444.044189
	Iteration 21Q: 3 clusters Score -4959304 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4959342.000000 Penalty: 3444.044189
	Iteration 22Q: 3 clusters Score -4959342 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4959430.500000 Penalty: 3444.044189
	Iteration 23Q: 3 clusters Score -4959430 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4959477.000000 Penalty: 3444.044189
	Iteration 24Q: 3 clusters Score -4959477 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -4959521.500000 Penalty: 3444.044189
	Iteration 25Q: 3 clusters Score -4959522 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4959578.500000 Penalty: 3444.044189
	Iteration 26Q: 3 clusters Score -4959578 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4959617.000000 Penalty: 3444.044189
	Iteration 27Q: 3 clusters Score -4959617 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4959672.000000 Penalty: 3444.044189
	Iteration 28Q: 3 clusters Score -4959672 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -4959718.000000 Penalty: 3444.044189
	Iteration 29Q: 3 clusters Score -4959718 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4959780.000000 Penalty: 3444.044189
	Iteration 30Q: 3 clusters Score -4959780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -4959837.500000 Penalty: 3444.044189
	Iteration 31Q: 3 clusters Score -4959838 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4959878.000000 Penalty: 3444.044189
	Iteration 32Q: 3 clusters Score -4959878 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4959900.000000 Penalty: 3444.044189
	Iteration 33Q: 3 clusters Score -4959900 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4959941.000000 Penalty: 3444.044189
	Iteration 34Q: 3 clusters Score -4959941 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4959955.000000 Penalty: 3444.044189
	Iteration 35Q: 3 clusters Score -4959955 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4960004.500000 Penalty: 3444.044189
	Iteration 36Q: 3 clusters Score -4960004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4960031.000000 Penalty: 3444.044189
	Iteration 37Q: 3 clusters Score -4960031 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4960058.000000 Penalty: 3444.044189
	Iteration 38Q: 3 clusters Score -4960058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4960081.500000 Penalty: 3444.044189
	Iteration 39Q: 3 clusters Score -4960082 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -4960114.000000 Penalty: 3444.044189
	Iteration 40F: 3 clusters Score -4960114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -4960128.500000 Penalty: 3444.044189
	Iteration 41Q: 3 clusters Score -4960128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4960152.500000 Penalty: 3444.044189
	Iteration 42Q: 3 clusters Score -4960152 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4960175.500000 Penalty: 3444.044189
	Iteration 43Q: 3 clusters Score -4960176 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4960192.500000 Penalty: 3444.044189
	Iteration 44Q: 3 clusters Score -4960192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4960212.500000 Penalty: 3444.044189
	Iteration 45Q: 3 clusters Score -4960212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4960230.500000 Penalty: 3444.044189
	Iteration 46Q: 3 clusters Score -4960230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4960262.000000 Penalty: 3444.044189
	Iteration 47Q: 3 clusters Score -4960262 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4960268.500000 Penalty: 3444.044189
	Iteration 48Q: 3 clusters Score -4960268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4960286.500000 Penalty: 3444.044189
	Iteration 49Q: 3 clusters Score -4960286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4960304.000000 Penalty: 3444.044189
	Iteration 50Q: 3 clusters Score -4960304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4960324.000000 Penalty: 3444.044189
	Iteration 51Q: 3 clusters Score -4960324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4960338.500000 Penalty: 3444.044189
	Iteration 52Q: 3 clusters Score -4960338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4960366.500000 Penalty: 3444.044189
	Iteration 53Q: 3 clusters Score -4960366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4960357.000000 Penalty: 3444.044189
	Iteration 54Q: 3 clusters Score -4960357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4960350.500000 Penalty: 3444.044189
	Iteration 55Q: 3 clusters Score -4960350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4960375.500000 Penalty: 3444.044189
	Iteration 56Q: 3 clusters Score -4960376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4960399.000000 Penalty: 3444.044189
	Iteration 57Q: 3 clusters Score -4960399 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4960423.000000 Penalty: 3444.044189
	Iteration 58Q: 3 clusters Score -4960423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4960460.000000 Penalty: 3444.044189
	Iteration 59Q: 3 clusters Score -4960460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4960475.000000 Penalty: 3444.044189
	Iteration 60F: 3 clusters Score -4960475 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4960490.500000 Penalty: 3444.044189
	Iteration 61Q: 3 clusters Score -4960490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4960529.500000 Penalty: 3444.044189
	Iteration 62Q: 3 clusters Score -4960530 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4960547.500000 Penalty: 3444.044189
	Iteration 63Q: 3 clusters Score -4960548 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4960556.000000 Penalty: 3444.044189
	Iteration 64Q: 3 clusters Score -4960556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4960578.500000 Penalty: 3444.044189
	Iteration 65Q: 3 clusters Score -4960578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4960598.000000 Penalty: 3444.044189
	Iteration 66Q: 3 clusters Score -4960598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4960618.000000 Penalty: 3444.044189
	Iteration 67Q: 3 clusters Score -4960618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4960631.500000 Penalty: 3444.044189
	Iteration 68Q: 3 clusters Score -4960632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4960662.000000 Penalty: 3444.044189
	Iteration 69Q: 3 clusters Score -4960662 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4960693.000000 Penalty: 3444.044189
	Iteration 70Q: 3 clusters Score -4960693 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4960709.000000 Penalty: 3444.044189
	Iteration 71Q: 3 clusters Score -4960709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4960756.000000 Penalty: 3444.044189
	Iteration 72Q: 3 clusters Score -4960756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4960762.500000 Penalty: 3444.044189
	Iteration 73Q: 3 clusters Score -4960762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4960784.500000 Penalty: 3444.044189
	Iteration 74Q: 3 clusters Score -4960784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4960791.000000 Penalty: 3444.044189
	Iteration 75Q: 3 clusters Score -4960791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4960812.000000 Penalty: 3444.044189
	Iteration 76Q: 3 clusters Score -4960812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4960835.000000 Penalty: 3444.044189
	Iteration 77Q: 3 clusters Score -4960835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4960834.000000 Penalty: 3444.044189
	Iteration 78Q: 3 clusters Score -4960834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4960849.500000 Penalty: 3444.044189
	Iteration 79Q: 3 clusters Score -4960850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4960848.000000 Penalty: 3444.044189
	Iteration 80F: 3 clusters Score -4960848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4960852.000000 Penalty: 3444.044189
	Iteration 81Q: 3 clusters Score -4960852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4960857.500000 Penalty: 3444.044189
	Iteration 82Q: 3 clusters Score -4960858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4960863.500000 Penalty: 3444.044189
	Iteration 83Q: 3 clusters Score -4960864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4960880.000000 Penalty: 3444.044189
	Iteration 84Q: 3 clusters Score -4960880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4960911.000000 Penalty: 3444.044189
	Iteration 85Q: 3 clusters Score -4960911 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4960914.000000 Penalty: 3444.044189
	Iteration 86Q: 3 clusters Score -4960914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4960940.000000 Penalty: 3444.044189
	Iteration 87Q: 3 clusters Score -4960940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4960959.500000 Penalty: 3444.044189
	Iteration 88Q: 3 clusters Score -4960960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4960966.000000 Penalty: 3444.044189
	Iteration 89Q: 3 clusters Score -4960966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4960983.500000 Penalty: 3444.044189
	Iteration 90Q: 3 clusters Score -4960984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4961005.500000 Penalty: 3444.044189
	Iteration 91Q: 3 clusters Score -4961006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4961017.500000 Penalty: 3444.044189
	Iteration 92Q: 3 clusters Score -4961018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4961027.500000 Penalty: 3444.044189
	Iteration 93Q: 3 clusters Score -4961028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4961055.000000 Penalty: 3444.044189
	Iteration 94Q: 3 clusters Score -4961055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4961057.000000 Penalty: 3444.044189
	Iteration 95Q: 3 clusters Score -4961057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4961096.000000 Penalty: 3444.044189
	Iteration 96Q: 3 clusters Score -4961096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4961121.500000 Penalty: 3444.044189
	Iteration 97Q: 3 clusters Score -4961122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4961150.000000 Penalty: 3444.044189
	Iteration 98Q: 3 clusters Score -4961150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4961162.000000 Penalty: 3444.044189
	Iteration 99Q: 3 clusters Score -4961162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4961198.500000 Penalty: 3444.044189
	Iteration 100F: 3 clusters Score -4961198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4961230.000000 Penalty: 3444.044189
	Iteration 101Q: 3 clusters Score -4961230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4961241.500000 Penalty: 3444.044189
	Iteration 102Q: 3 clusters Score -4961242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4961257.500000 Penalty: 3444.044189
	Iteration 103Q: 3 clusters Score -4961258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4961258.500000 Penalty: 3444.044189
	Iteration 104Q: 3 clusters Score -4961258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4961270.000000 Penalty: 3444.044189
	Iteration 105Q: 3 clusters Score -4961270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4961272.000000 Penalty: 3444.044189
	Iteration 106Q: 3 clusters Score -4961272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4961278.500000 Penalty: 3444.044189
	Iteration 107Q: 3 clusters Score -4961278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4961287.500000 Penalty: 3444.044189
	Iteration 108Q: 3 clusters Score -4961288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4961304.500000 Penalty: 3444.044189
	Iteration 109Q: 3 clusters Score -4961304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4961319.500000 Penalty: 3444.044189
	Iteration 110Q: 3 clusters Score -4961320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4961330.000000 Penalty: 3444.044189
	Iteration 111Q: 3 clusters Score -4961330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4961335.000000 Penalty: 3444.044189
	Iteration 112Q: 3 clusters Score -4961335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4961336.000000 Penalty: 3444.044189
	Iteration 113Q: 3 clusters Score -4961336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4961343.000000 Penalty: 3444.044189
	Iteration 114Q: 3 clusters Score -4961343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4961338.500000 Penalty: 3444.044189
	Iteration 115Q: 3 clusters Score -4961338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4961338.000000 Penalty: 3444.044189
	Iteration 116Q: 3 clusters Score -4961338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4961342.000000 Penalty: 3444.044189
	Iteration 117Q: 3 clusters Score -4961342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4961346.500000 Penalty: 3444.044189
	Iteration 118Q: 3 clusters Score -4961346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4961343.000000 Penalty: 3444.044189
	Iteration 119Q: 3 clusters Score -4961343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4961346.000000 Penalty: 3444.044189
	Iteration 120F: 3 clusters Score -4961346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4961352.500000 Penalty: 3444.044189
	Iteration 121Q: 3 clusters Score -4961352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4961346.500000 Penalty: 3444.044189
	Iteration 122Q: 3 clusters Score -4961346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4961344.000000 Penalty: 3444.044189
	Iteration 123Q: 3 clusters Score -4961344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4961337.500000 Penalty: 3444.044189
	Iteration 124Q: 3 clusters Score -4961338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4961341.500000 Penalty: 3444.044189
	Iteration 125Q: 3 clusters Score -4961342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4961338.000000 Penalty: 3444.044189
	Iteration 126Q: 3 clusters Score -4961338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4961344.500000 Penalty: 3444.044189
	Iteration 127Q: 3 clusters Score -4961344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4961344.000000 Penalty: 3444.044189
	Iteration 128Q: 3 clusters Score -4961344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4961348.500000 Penalty: 3444.044189
	Iteration 129Q: 3 clusters Score -4961348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4961344.000000 Penalty: 3444.044189
	Iteration 130Q: 3 clusters Score -4961344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4961347.500000 Penalty: 3444.044189
	Iteration 131Q: 3 clusters Score -4961348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4961351.500000 Penalty: 3444.044189
	Iteration 132Q: 3 clusters Score -4961352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4961350.000000 Penalty: 3444.044189
	Iteration 133Q: 3 clusters Score -4961350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4961349.500000 Penalty: 3444.044189
	Iteration 134Q: 3 clusters Score -4961350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4961349.500000 Penalty: 3444.044189
	Iteration 135F: 3 clusters Score -4961350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Entering Unmasked Estep 
Score: -1636281.875000 Penalty: 1543.302612
	Iteration 0F: 2 clusters Score -1636282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1626947.500000 Penalty: 3086.605225
	Iteration 0F: 3 clusters Score -1626948 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1630159.000000 Penalty: 3086.605225
	Iteration 1F: 3 clusters Score -1630159 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1630639.875000 Penalty: 3086.605225
	Iteration 2F: 3 clusters Score -1630640 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1631266.875000 Penalty: 3086.605225
	Iteration 3F: 3 clusters Score -1631267 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1632125.750000 Penalty: 3086.605225
	Iteration 4F: 3 clusters Score -1632126 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1632958.625000 Penalty: 3086.605225
	Iteration 5F: 3 clusters Score -1632959 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1633682.750000 Penalty: 3086.605225
	Iteration 6F: 3 clusters Score -1633683 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1634284.000000 Penalty: 3086.605225
	Iteration 7F: 3 clusters Score -1634284 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1634795.000000 Penalty: 3086.605225
	Iteration 8Q: 3 clusters Score -1634795 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1635222.000000 Penalty: 3086.605225
	Iteration 9Q: 3 clusters Score -1635222 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1635519.000000 Penalty: 3086.605225
	Iteration 10Q: 3 clusters Score -1635519 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1635717.500000 Penalty: 3086.605225
	Iteration 11Q: 3 clusters Score -1635718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1635825.375000 Penalty: 3086.605225
	Iteration 12Q: 3 clusters Score -1635825 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1635882.000000 Penalty: 3086.605225
	Iteration 13Q: 3 clusters Score -1635882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1635916.500000 Penalty: 3086.605225
	Iteration 14Q: 3 clusters Score -1635916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1635927.625000 Penalty: 3086.605225
	Iteration 15Q: 3 clusters Score -1635928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1635940.375000 Penalty: 3086.605225
	Iteration 16Q: 3 clusters Score -1635940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1635963.875000 Penalty: 3086.605225
	Iteration 17Q: 3 clusters Score -1635964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1635984.000000 Penalty: 3086.605225
	Iteration 18Q: 3 clusters Score -1635984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1636001.875000 Penalty: 3086.605225
	Iteration 19Q: 3 clusters Score -1636002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1636011.125000 Penalty: 3086.605225
	Iteration 20F: 3 clusters Score -1636011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1636017.875000 Penalty: 3086.605225
	Iteration 21Q: 3 clusters Score -1636018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1636029.125000 Penalty: 3086.605225
	Iteration 22Q: 3 clusters Score -1636029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1636044.000000 Penalty: 3086.605225
	Iteration 23Q: 3 clusters Score -1636044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1636053.875000 Penalty: 3086.605225
	Iteration 24Q: 3 clusters Score -1636054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1636058.500000 Penalty: 3086.605225
	Iteration 25Q: 3 clusters Score -1636058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1636070.000000 Penalty: 3086.605225
	Iteration 26Q: 3 clusters Score -1636070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1636073.625000 Penalty: 3086.605225
	Iteration 27Q: 3 clusters Score -1636074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1636075.000000 Penalty: 3086.605225
	Iteration 28Q: 3 clusters Score -1636075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1636079.625000 Penalty: 3086.605225
	Iteration 29Q: 3 clusters Score -1636080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1636080.750000 Penalty: 3086.605225
	Iteration 30Q: 3 clusters Score -1636081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1636081.875000 Penalty: 3086.605225
	Iteration 31Q: 3 clusters Score -1636082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1636087.250000 Penalty: 3086.605225
	Iteration 32Q: 3 clusters Score -1636087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1636087.750000 Penalty: 3086.605225
	Iteration 33Q: 3 clusters Score -1636088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1636090.625000 Penalty: 3086.605225
	Iteration 34Q: 3 clusters Score -1636091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1636093.750000 Penalty: 3086.605225
	Iteration 35Q: 3 clusters Score -1636094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1636097.125000 Penalty: 3086.605225
	Iteration 36Q: 3 clusters Score -1636097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1636096.500000 Penalty: 3086.605225
	Iteration 37Q: 3 clusters Score -1636096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1636096.125000 Penalty: 3086.605225
	Iteration 38Q: 3 clusters Score -1636096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1636098.375000 Penalty: 3086.605225
	Iteration 39Q: 3 clusters Score -1636098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1636099.000000 Penalty: 3086.605225
	Iteration 40F: 3 clusters Score -1636099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1636105.625000 Penalty: 3086.605225
	Iteration 41Q: 3 clusters Score -1636106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1636108.250000 Penalty: 3086.605225
	Iteration 42Q: 3 clusters Score -1636108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1636108.500000 Penalty: 3086.605225
	Iteration 43Q: 3 clusters Score -1636108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1636108.250000 Penalty: 3086.605225
	Iteration 44Q: 3 clusters Score -1636108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1636109.125000 Penalty: 3086.605225
	Iteration 45Q: 3 clusters Score -1636109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1636109.125000 Penalty: 3086.605225
	Iteration 46F: 3 clusters Score -1636109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -71321.742188 Penalty: 1089.666260
	Iteration 0F: 2 clusters Score -71321.74 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 396 members 
Entering Unmasked Estep 
Score: -70221.968750 Penalty: 2179.332520
	Iteration 0F: 3 clusters Score -70221.97 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71069.304688 Penalty: 2179.332520
	Iteration 1F: 3 clusters Score -71069.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -71599.351562 Penalty: 2179.332520
	Iteration 2F: 3 clusters Score -71599.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -71805.070312 Penalty: 2179.332520
	Iteration 3F: 3 clusters Score -71805.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -71928.789062 Penalty: 2179.332520
	Iteration 4Q: 3 clusters Score -71928.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -71983.171875 Penalty: 2179.332520
	Iteration 5Q: 3 clusters Score -71983.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72001.304688 Penalty: 2179.332520
	Iteration 6Q: 3 clusters Score -72001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72018.312500 Penalty: 2179.332520
	Iteration 7Q: 3 clusters Score -72018.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72036.390625 Penalty: 2179.332520
	Iteration 8Q: 3 clusters Score -72036.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72055.492188 Penalty: 2179.332520
	Iteration 9Q: 3 clusters Score -72055.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72089.609375 Penalty: 2179.332520
	Iteration 10Q: 3 clusters Score -72089.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -72127.484375 Penalty: 2179.332520
	Iteration 11Q: 3 clusters Score -72127.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72175.296875 Penalty: 2179.332520
	Iteration 12Q: 3 clusters Score -72175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -72208.398438 Penalty: 2179.332520
	Iteration 13Q: 3 clusters Score -72208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72264.085938 Penalty: 2179.332520
	Iteration 14Q: 3 clusters Score -72264.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72281.390625 Penalty: 2179.332520
	Iteration 15Q: 3 clusters Score -72281.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -72289.765625 Penalty: 2179.332520
	Iteration 16Q: 3 clusters Score -72289.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -72329.992188 Penalty: 2179.332520
	Iteration 17Q: 3 clusters Score -72329.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72410.664062 Penalty: 2179.332520
	Iteration 18Q: 3 clusters Score -72410.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72431.695312 Penalty: 2179.332520
	Iteration 19Q: 3 clusters Score -72431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72439.851562 Penalty: 2179.332520
	Iteration 20F: 3 clusters Score -72439.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72451.742188 Penalty: 2179.332520
	Iteration 21Q: 3 clusters Score -72451.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72468.296875 Penalty: 2179.332520
	Iteration 22Q: 3 clusters Score -72468.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72484.023438 Penalty: 2179.332520
	Iteration 23Q: 3 clusters Score -72484.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72490.515625 Penalty: 2179.332520
	Iteration 24Q: 3 clusters Score -72490.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72497.140625 Penalty: 2179.332520
	Iteration 25Q: 3 clusters Score -72497.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -72500.078125 Penalty: 2179.332520
	Iteration 26Q: 3 clusters Score -72500.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72501.570312 Penalty: 2179.332520
	Iteration 27Q: 3 clusters Score -72501.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72501.570312 Penalty: 2179.332520
	Iteration 28F: 3 clusters Score -72501.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 107830 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 120160 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 126754 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 30605 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Entering Unmasked Estep 
Score: -141675280.000000 Penalty: 68059.960938
Splitting cluster 4 changes total score from -141671696.000000 to -141675280.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (107830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Entering Unmasked Estep 
Score: -13549184.000000 Penalty: 1883.100586
	Iteration 0F: 2 clusters Score -1.354918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -13478768.000000 Penalty: 3766.201172
	Iteration 0F: 3 clusters Score -1.347877e+07 nChanged 51682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -13509889.000000 Penalty: 3766.201172
	Iteration 1F: 3 clusters Score -1.350989e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -13512236.000000 Penalty: 3766.201172
	Iteration 2Q: 3 clusters Score -1.351224e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -13515899.000000 Penalty: 3766.201172
	Iteration 3F: 3 clusters Score -1.35159e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -13521305.000000 Penalty: 3766.201172
	Iteration 4F: 3 clusters Score -1.35213e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -13528449.000000 Penalty: 3766.201172
	Iteration 5F: 3 clusters Score -1.352845e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -13535578.000000 Penalty: 3766.201172
	Iteration 6F: 3 clusters Score -1.353558e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -13540834.000000 Penalty: 3766.201172
	Iteration 7F: 3 clusters Score -1.354083e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -13543805.000000 Penalty: 3766.201172
	Iteration 8Q: 3 clusters Score -1.35438e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -13545576.000000 Penalty: 3766.201172
	Iteration 9Q: 3 clusters Score -1.354558e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -13546665.000000 Penalty: 3766.201172
	Iteration 10Q: 3 clusters Score -1.354666e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -13547494.000000 Penalty: 3766.201172
	Iteration 11Q: 3 clusters Score -1.354749e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 92725 members 
Entering Unmasked Estep 
Score: -13548207.000000 Penalty: 3766.201172
	Iteration 12Q: 3 clusters Score -1.354821e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -13548828.000000 Penalty: 3766.201172
	Iteration 13Q: 3 clusters Score -1.354883e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 92900 members 
Entering Unmasked Estep 
Score: -13549165.000000 Penalty: 3766.201172
	Iteration 14Q: 3 clusters Score -1.354916e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -13549443.000000 Penalty: 3766.201172
	Iteration 15Q: 3 clusters Score -1.354944e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
Score: -13549662.000000 Penalty: 3766.201172
	Iteration 16Q: 3 clusters Score -1.354966e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -13549832.000000 Penalty: 3766.201172
	Iteration 17Q: 3 clusters Score -1.354983e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -13549910.000000 Penalty: 3766.201172
	Iteration 18Q: 3 clusters Score -1.354991e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 92846 members 
Entering Unmasked Estep 
Score: -13549996.000000 Penalty: 3766.201172
	Iteration 19Q: 3 clusters Score -1.355e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -13550009.000000 Penalty: 3766.201172
	Iteration 20F: 3 clusters Score -1.355001e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -13550098.000000 Penalty: 3766.201172
	Iteration 21Q: 3 clusters Score -1.35501e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -13550107.000000 Penalty: 3766.201172
	Iteration 22Q: 3 clusters Score -1.355011e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -13550143.000000 Penalty: 3766.201172
	Iteration 23Q: 3 clusters Score -1.355014e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -13550191.000000 Penalty: 3766.201172
	Iteration 24Q: 3 clusters Score -1.355019e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -13550246.000000 Penalty: 3766.201172
	Iteration 25Q: 3 clusters Score -1.355025e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -13550277.000000 Penalty: 3766.201172
	Iteration 26Q: 3 clusters Score -1.355028e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -13550279.000000 Penalty: 3766.201172
	Iteration 27Q: 3 clusters Score -1.355028e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -13550274.000000 Penalty: 3766.201172
	Iteration 28Q: 3 clusters Score -1.355027e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -13550286.000000 Penalty: 3766.201172
	Iteration 29Q: 3 clusters Score -1.355029e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -13550277.000000 Penalty: 3766.201172
	Iteration 30Q: 3 clusters Score -1.355028e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -13550264.000000 Penalty: 3766.201172
	Iteration 31Q: 3 clusters Score -1.355026e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -13550292.000000 Penalty: 3766.201172
	Iteration 32Q: 3 clusters Score -1.355029e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -13550289.000000 Penalty: 3766.201172
	Iteration 33Q: 3 clusters Score -1.355029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -13550272.000000 Penalty: 3766.201172
	Iteration 34Q: 3 clusters Score -1.355027e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -13550284.000000 Penalty: 3766.201172
	Iteration 35Q: 3 clusters Score -1.355028e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -13550287.000000 Penalty: 3766.201172
	Iteration 36Q: 3 clusters Score -1.355029e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -13550283.000000 Penalty: 3766.201172
	Iteration 37Q: 3 clusters Score -1.355028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -13550295.000000 Penalty: 3766.201172
	Iteration 38Q: 3 clusters Score -1.35503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -13550306.000000 Penalty: 3766.201172
	Iteration 39Q: 3 clusters Score -1.355031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -13550299.000000 Penalty: 3766.201172
	Iteration 40F: 3 clusters Score -1.35503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -13550304.000000 Penalty: 3766.201172
	Iteration 41Q: 3 clusters Score -1.35503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -13550305.000000 Penalty: 3766.201172
	Iteration 42Q: 3 clusters Score -1.35503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -13550318.000000 Penalty: 3766.201172
	Iteration 43Q: 3 clusters Score -1.355032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -13550308.000000 Penalty: 3766.201172
	Iteration 44Q: 3 clusters Score -1.355031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -13550303.000000 Penalty: 3766.201172
	Iteration 45Q: 3 clusters Score -1.35503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -13550308.000000 Penalty: 3766.201172
	Iteration 46Q: 3 clusters Score -1.355031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -13550308.000000 Penalty: 3766.201172
	Iteration 47Q: 3 clusters Score -1.355031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -13550323.000000 Penalty: 3766.201172
	Iteration 48Q: 3 clusters Score -1.355032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -13550305.000000 Penalty: 3766.201172
	Iteration 49Q: 3 clusters Score -1.35503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -13550319.000000 Penalty: 3766.201172
	Iteration 50Q: 3 clusters Score -1.355032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -13550312.000000 Penalty: 3766.201172
	Iteration 51Q: 3 clusters Score -1.355031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -13550308.000000 Penalty: 3766.201172
	Iteration 52Q: 3 clusters Score -1.355031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -13550303.000000 Penalty: 3766.201172
	Iteration 53Q: 3 clusters Score -1.35503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 92217 members 
Entering Unmasked Estep 
Score: -13550304.000000 Penalty: 3766.201172
	Iteration 54Q: 3 clusters Score -1.35503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -13550306.000000 Penalty: 3766.201172
	Iteration 55Q: 3 clusters Score -1.355031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -13550310.000000 Penalty: 3766.201172
	Iteration 56Q: 3 clusters Score -1.355031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -13550318.000000 Penalty: 3766.201172
	Iteration 57Q: 3 clusters Score -1.355032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -13550309.000000 Penalty: 3766.201172
	Iteration 58Q: 3 clusters Score -1.355031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -13550299.000000 Penalty: 3766.201172
	Iteration 59Q: 3 clusters Score -1.35503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 92286 members 
Entering Unmasked Estep 
Score: -13550295.000000 Penalty: 3766.201172
	Iteration 60F: 3 clusters Score -1.35503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -13550305.000000 Penalty: 3766.201172
	Iteration 61Q: 3 clusters Score -1.35503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -13550309.000000 Penalty: 3766.201172
	Iteration 62Q: 3 clusters Score -1.355031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -13550310.000000 Penalty: 3766.201172
	Iteration 63Q: 3 clusters Score -1.355031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -13550323.000000 Penalty: 3766.201172
	Iteration 64Q: 3 clusters Score -1.355032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -13550322.000000 Penalty: 3766.201172
	Iteration 65Q: 3 clusters Score -1.355032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -13550310.000000 Penalty: 3766.201172
	Iteration 66Q: 3 clusters Score -1.355031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 92351 members 
Entering Unmasked Estep 
Score: -13550311.000000 Penalty: 3766.201172
	Iteration 67Q: 3 clusters Score -1.355031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -13550313.000000 Penalty: 3766.201172
	Iteration 68Q: 3 clusters Score -1.355031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -13550308.000000 Penalty: 3766.201172
	Iteration 69Q: 3 clusters Score -1.355031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -13550304.000000 Penalty: 3766.201172
	Iteration 70Q: 3 clusters Score -1.35503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -13550307.000000 Penalty: 3766.201172
	Iteration 71Q: 3 clusters Score -1.355031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -13550316.000000 Penalty: 3766.201172
	Iteration 72Q: 3 clusters Score -1.355032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -13550312.000000 Penalty: 3766.201172
	Iteration 73Q: 3 clusters Score -1.355031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -13550310.000000 Penalty: 3766.201172
	Iteration 74Q: 3 clusters Score -1.355031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -13550308.000000 Penalty: 3766.201172
	Iteration 75Q: 3 clusters Score -1.355031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -13550308.000000 Penalty: 3766.201172
	Iteration 76F: 3 clusters Score -1.355031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 120160 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 126754 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 30605 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Entering Unmasked Estep 
Score: -141675040.000000 Penalty: 70328.625000
Splitting cluster 5 changes total score from -141671696.000000 to -141675040.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 6 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -458961.531250 Penalty: 1342.414185
	Iteration 0F: 2 clusters Score -458961.5 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 1957 members 
Entering Unmasked Estep 
Score: -455703.343750 Penalty: 2684.828369
	Iteration 0F: 3 clusters Score -455703.3 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -456662.343750 Penalty: 2684.828369
	Iteration 1F: 3 clusters Score -456662.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -457008.937500 Penalty: 2684.828369
	Iteration 2F: 3 clusters Score -457008.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -457247.718750 Penalty: 2684.828369
	Iteration 3F: 3 clusters Score -457247.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -457422.156250 Penalty: 2684.828369
	Iteration 4F: 3 clusters Score -457422.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -457550.343750 Penalty: 2684.828369
	Iteration 5F: 3 clusters Score -457550.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -457649.968750 Penalty: 2684.828369
	Iteration 6Q: 3 clusters Score -457650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -457724.125000 Penalty: 2684.828369
	Iteration 7Q: 3 clusters Score -457724.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -457784.031250 Penalty: 2684.828369
	Iteration 8Q: 3 clusters Score -457784 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -457847.500000 Penalty: 2684.828369
	Iteration 9Q: 3 clusters Score -457847.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -457917.281250 Penalty: 2684.828369
	Iteration 10Q: 3 clusters Score -457917.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -457980.343750 Penalty: 2684.828369
	Iteration 11Q: 3 clusters Score -457980.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -458035.875000 Penalty: 2684.828369
	Iteration 12Q: 3 clusters Score -458035.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -458083.531250 Penalty: 2684.828369
	Iteration 13Q: 3 clusters Score -458083.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -458139.093750 Penalty: 2684.828369
	Iteration 14Q: 3 clusters Score -458139.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -458183.593750 Penalty: 2684.828369
	Iteration 15Q: 3 clusters Score -458183.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -458227.906250 Penalty: 2684.828369
	Iteration 16Q: 3 clusters Score -458227.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -458271.812500 Penalty: 2684.828369
	Iteration 17Q: 3 clusters Score -458271.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -458305.031250 Penalty: 2684.828369
	Iteration 18Q: 3 clusters Score -458305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -458327.906250 Penalty: 2684.828369
	Iteration 19Q: 3 clusters Score -458327.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -458355.500000 Penalty: 2684.828369
	Iteration 20F: 3 clusters Score -458355.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -458378.750000 Penalty: 2684.828369
	Iteration 21Q: 3 clusters Score -458378.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -458392.187500 Penalty: 2684.828369
	Iteration 22Q: 3 clusters Score -458392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -458403.062500 Penalty: 2684.828369
	Iteration 23Q: 3 clusters Score -458403.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -458413.062500 Penalty: 2684.828369
	Iteration 24Q: 3 clusters Score -458413.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -458431.093750 Penalty: 2684.828369
	Iteration 25Q: 3 clusters Score -458431.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -458443.031250 Penalty: 2684.828369
	Iteration 26Q: 3 clusters Score -458443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -458459.937500 Penalty: 2684.828369
	Iteration 27Q: 3 clusters Score -458459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -458472.843750 Penalty: 2684.828369
	Iteration 28Q: 3 clusters Score -458472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -458482.125000 Penalty: 2684.828369
	Iteration 29Q: 3 clusters Score -458482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -458487.093750 Penalty: 2684.828369
	Iteration 30Q: 3 clusters Score -458487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -458489.562500 Penalty: 2684.828369
	Iteration 31Q: 3 clusters Score -458489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -458492.562500 Penalty: 2684.828369
	Iteration 32Q: 3 clusters Score -458492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -458496.718750 Penalty: 2684.828369
	Iteration 33Q: 3 clusters Score -458496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -458500.187500 Penalty: 2684.828369
	Iteration 34Q: 3 clusters Score -458500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -458504.750000 Penalty: 2684.828369
	Iteration 35Q: 3 clusters Score -458504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -458505.500000 Penalty: 2684.828369
	Iteration 36Q: 3 clusters Score -458505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -458506.593750 Penalty: 2684.828369
	Iteration 37Q: 3 clusters Score -458506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -458506.593750 Penalty: 2684.828369
	Iteration 38F: 3 clusters Score -458506.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -56351.171875 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -56351.17 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 400 members 
Entering Unmasked Estep 
Score: -55426.644531 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -55426.64 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -57321.070312 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -57321.07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59014.718750 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -59014.72 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59718.703125 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -59718.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59837.515625 Penalty: 2175.330078
	Iteration 4Q: 3 clusters Score -59837.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59937.867188 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -59937.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59954.707031 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -59954.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59964.582031 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -59964.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59965.582031 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -59965.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59965.718750 Penalty: 2175.330078
	Iteration 9F: 3 clusters Score -59965.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59968.250000 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -59968.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59968.250000 Penalty: 2175.330078
	Iteration 11F: 3 clusters Score -59968.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 120160 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 126754 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 30605 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Entering Unmasked Estep 
Score: -141677632.000000 Penalty: 72597.289062
Splitting cluster 7 changes total score from -141671696.000000 to -141677632.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (117059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117059 members 
Entering Unmasked Estep 
Score: -14698250.000000 Penalty: 1896.445312
	Iteration 0F: 2 clusters Score -1.469825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -14624193.000000 Penalty: 3792.890625
	Iteration 0F: 3 clusters Score -1.462419e+07 nChanged 56081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -14657645.000000 Penalty: 3792.890625
	Iteration 1F: 3 clusters Score -1.465764e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -14659138.000000 Penalty: 3792.890625
	Iteration 2Q: 3 clusters Score -1.465914e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -14660972.000000 Penalty: 3792.890625
	Iteration 3Q: 3 clusters Score -1.466097e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -14663784.000000 Penalty: 3792.890625
	Iteration 4Q: 3 clusters Score -1.466378e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -14667556.000000 Penalty: 3792.890625
	Iteration 5F: 3 clusters Score -1.466756e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -14672505.000000 Penalty: 3792.890625
	Iteration 6F: 3 clusters Score -1.46725e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -14677631.000000 Penalty: 3792.890625
	Iteration 7F: 3 clusters Score -1.467763e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -14681813.000000 Penalty: 3792.890625
	Iteration 8F: 3 clusters Score -1.468181e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -14684171.000000 Penalty: 3792.890625
	Iteration 9Q: 3 clusters Score -1.468417e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -14685633.000000 Penalty: 3792.890625
	Iteration 10Q: 3 clusters Score -1.468563e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -14686370.000000 Penalty: 3792.890625
	Iteration 11Q: 3 clusters Score -1.468637e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -14686967.000000 Penalty: 3792.890625
	Iteration 12Q: 3 clusters Score -1.468697e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -14687515.000000 Penalty: 3792.890625
	Iteration 13Q: 3 clusters Score -1.468752e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -14688119.000000 Penalty: 3792.890625
	Iteration 14Q: 3 clusters Score -1.468812e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -14688610.000000 Penalty: 3792.890625
	Iteration 15Q: 3 clusters Score -1.468861e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -14689167.000000 Penalty: 3792.890625
	Iteration 16Q: 3 clusters Score -1.468917e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -14689576.000000 Penalty: 3792.890625
	Iteration 17Q: 3 clusters Score -1.468958e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -14690077.000000 Penalty: 3792.890625
	Iteration 18Q: 3 clusters Score -1.469008e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -14690403.000000 Penalty: 3792.890625
	Iteration 19Q: 3 clusters Score -1.46904e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -14690885.000000 Penalty: 3792.890625
	Iteration 20F: 3 clusters Score -1.469088e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -14691323.000000 Penalty: 3792.890625
	Iteration 21Q: 3 clusters Score -1.469132e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -14691686.000000 Penalty: 3792.890625
	Iteration 22Q: 3 clusters Score -1.469169e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -14691983.000000 Penalty: 3792.890625
	Iteration 23Q: 3 clusters Score -1.469198e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -14692227.000000 Penalty: 3792.890625
	Iteration 24Q: 3 clusters Score -1.469223e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -14692422.000000 Penalty: 3792.890625
	Iteration 25Q: 3 clusters Score -1.469242e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -14692648.000000 Penalty: 3792.890625
	Iteration 26Q: 3 clusters Score -1.469265e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -14692815.000000 Penalty: 3792.890625
	Iteration 27Q: 3 clusters Score -1.469282e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -14692936.000000 Penalty: 3792.890625
	Iteration 28Q: 3 clusters Score -1.469294e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -14693018.000000 Penalty: 3792.890625
	Iteration 29Q: 3 clusters Score -1.469302e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -14693124.000000 Penalty: 3792.890625
	Iteration 30Q: 3 clusters Score -1.469312e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -14693212.000000 Penalty: 3792.890625
	Iteration 31Q: 3 clusters Score -1.469321e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -14693307.000000 Penalty: 3792.890625
	Iteration 32Q: 3 clusters Score -1.469331e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -14693421.000000 Penalty: 3792.890625
	Iteration 33Q: 3 clusters Score -1.469342e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -14693515.000000 Penalty: 3792.890625
	Iteration 34Q: 3 clusters Score -1.469352e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -14693642.000000 Penalty: 3792.890625
	Iteration 35Q: 3 clusters Score -1.469364e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -14693706.000000 Penalty: 3792.890625
	Iteration 36Q: 3 clusters Score -1.469371e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -14693789.000000 Penalty: 3792.890625
	Iteration 37Q: 3 clusters Score -1.469379e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -14693953.000000 Penalty: 3792.890625
	Iteration 38Q: 3 clusters Score -1.469395e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -14694091.000000 Penalty: 3792.890625
	Iteration 39Q: 3 clusters Score -1.469409e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -14694253.000000 Penalty: 3792.890625
	Iteration 40F: 3 clusters Score -1.469425e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -14694398.000000 Penalty: 3792.890625
	Iteration 41Q: 3 clusters Score -1.46944e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -14694475.000000 Penalty: 3792.890625
	Iteration 42Q: 3 clusters Score -1.469448e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -14694554.000000 Penalty: 3792.890625
	Iteration 43Q: 3 clusters Score -1.469455e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -14694672.000000 Penalty: 3792.890625
	Iteration 44Q: 3 clusters Score -1.469467e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -14694800.000000 Penalty: 3792.890625
	Iteration 45Q: 3 clusters Score -1.46948e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -14694998.000000 Penalty: 3792.890625
	Iteration 46Q: 3 clusters Score -1.4695e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -14695174.000000 Penalty: 3792.890625
	Iteration 47Q: 3 clusters Score -1.469517e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -14695305.000000 Penalty: 3792.890625
	Iteration 48Q: 3 clusters Score -1.46953e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -14695489.000000 Penalty: 3792.890625
	Iteration 49Q: 3 clusters Score -1.469549e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -14695656.000000 Penalty: 3792.890625
	Iteration 50Q: 3 clusters Score -1.469566e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100057 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -14695858.000000 Penalty: 3792.890625
	Iteration 51Q: 3 clusters Score -1.469586e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -14696009.000000 Penalty: 3792.890625
	Iteration 52Q: 3 clusters Score -1.469601e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -14696168.000000 Penalty: 3792.890625
	Iteration 53Q: 3 clusters Score -1.469617e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -14696408.000000 Penalty: 3792.890625
	Iteration 54Q: 3 clusters Score -1.469641e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103321 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -14696623.000000 Penalty: 3792.890625
	Iteration 55Q: 3 clusters Score -1.469662e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -14696886.000000 Penalty: 3792.890625
	Iteration 56Q: 3 clusters Score -1.469689e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -14697182.000000 Penalty: 3792.890625
	Iteration 57Q: 3 clusters Score -1.469718e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -14697468.000000 Penalty: 3792.890625
	Iteration 58Q: 3 clusters Score -1.469747e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -14697675.000000 Penalty: 3792.890625
	Iteration 59Q: 3 clusters Score -1.469768e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -14697833.000000 Penalty: 3792.890625
	Iteration 60F: 3 clusters Score -1.469783e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -14697982.000000 Penalty: 3792.890625
	Iteration 61Q: 3 clusters Score -1.469798e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -14698033.000000 Penalty: 3792.890625
	Iteration 62Q: 3 clusters Score -1.469803e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110567 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -14698069.000000 Penalty: 3792.890625
	Iteration 63Q: 3 clusters Score -1.469807e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111178 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -14698028.000000 Penalty: 3792.890625
	Iteration 64Q: 3 clusters Score -1.469803e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -14698017.000000 Penalty: 3792.890625
	Iteration 65Q: 3 clusters Score -1.469802e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -14697998.000000 Penalty: 3792.890625
	Iteration 66Q: 3 clusters Score -1.4698e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112531 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -14697975.000000 Penalty: 3792.890625
	Iteration 67Q: 3 clusters Score -1.469798e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -14697989.000000 Penalty: 3792.890625
	Iteration 68Q: 3 clusters Score -1.469799e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -14697959.000000 Penalty: 3792.890625
	Iteration 69Q: 3 clusters Score -1.469796e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113394 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -14697933.000000 Penalty: 3792.890625
	Iteration 70Q: 3 clusters Score -1.469793e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113575 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -14697871.000000 Penalty: 3792.890625
	Iteration 71Q: 3 clusters Score -1.469787e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -14697828.000000 Penalty: 3792.890625
	Iteration 72Q: 3 clusters Score -1.469783e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -14697815.000000 Penalty: 3792.890625
	Iteration 73Q: 3 clusters Score -1.469782e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -14697829.000000 Penalty: 3792.890625
	Iteration 74Q: 3 clusters Score -1.469783e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -14697789.000000 Penalty: 3792.890625
	Iteration 75Q: 3 clusters Score -1.469779e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114138 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -14697747.000000 Penalty: 3792.890625
	Iteration 76Q: 3 clusters Score -1.469775e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114202 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -14697732.000000 Penalty: 3792.890625
	Iteration 77Q: 3 clusters Score -1.469773e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114257 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -14697725.000000 Penalty: 3792.890625
	Iteration 78Q: 3 clusters Score -1.469772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -14697711.000000 Penalty: 3792.890625
	Iteration 79Q: 3 clusters Score -1.469771e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114373 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -14697704.000000 Penalty: 3792.890625
	Iteration 80F: 3 clusters Score -1.46977e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -14697725.000000 Penalty: 3792.890625
	Iteration 81Q: 3 clusters Score -1.469772e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114480 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -14697700.000000 Penalty: 3792.890625
	Iteration 82Q: 3 clusters Score -1.46977e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -14697705.000000 Penalty: 3792.890625
	Iteration 83Q: 3 clusters Score -1.46977e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -14697708.000000 Penalty: 3792.890625
	Iteration 84Q: 3 clusters Score -1.469771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -14697671.000000 Penalty: 3792.890625
	Iteration 85Q: 3 clusters Score -1.469767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114659 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -14697664.000000 Penalty: 3792.890625
	Iteration 86Q: 3 clusters Score -1.469766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114681 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14697661.000000 Penalty: 3792.890625
	Iteration 87Q: 3 clusters Score -1.469766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -14697658.000000 Penalty: 3792.890625
	Iteration 88Q: 3 clusters Score -1.469766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -14697669.000000 Penalty: 3792.890625
	Iteration 89Q: 3 clusters Score -1.469767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -14697663.000000 Penalty: 3792.890625
	Iteration 90Q: 3 clusters Score -1.469766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -14697672.000000 Penalty: 3792.890625
	Iteration 91Q: 3 clusters Score -1.469767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114749 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -14697661.000000 Penalty: 3792.890625
	Iteration 92Q: 3 clusters Score -1.469766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -14697652.000000 Penalty: 3792.890625
	Iteration 93Q: 3 clusters Score -1.469765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14697661.000000 Penalty: 3792.890625
	Iteration 94Q: 3 clusters Score -1.469766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -14697660.000000 Penalty: 3792.890625
	Iteration 95Q: 3 clusters Score -1.469766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -14697644.000000 Penalty: 3792.890625
	Iteration 96Q: 3 clusters Score -1.469764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -14697643.000000 Penalty: 3792.890625
	Iteration 97Q: 3 clusters Score -1.469764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14697638.000000 Penalty: 3792.890625
	Iteration 98Q: 3 clusters Score -1.469764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -14697646.000000 Penalty: 3792.890625
	Iteration 99Q: 3 clusters Score -1.469765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114853 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14697650.000000 Penalty: 3792.890625
	Iteration 100F: 3 clusters Score -1.469765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -14697641.000000 Penalty: 3792.890625
	Iteration 101Q: 3 clusters Score -1.469764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -14697631.000000 Penalty: 3792.890625
	Iteration 102Q: 3 clusters Score -1.469763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114894 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -14697636.000000 Penalty: 3792.890625
	Iteration 103Q: 3 clusters Score -1.469764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -14697637.000000 Penalty: 3792.890625
	Iteration 104Q: 3 clusters Score -1.469764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14697637.000000 Penalty: 3792.890625
	Iteration 105Q: 3 clusters Score -1.469764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -14697641.000000 Penalty: 3792.890625
	Iteration 106Q: 3 clusters Score -1.469764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -14697627.000000 Penalty: 3792.890625
	Iteration 107Q: 3 clusters Score -1.469763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114940 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14697629.000000 Penalty: 3792.890625
	Iteration 108Q: 3 clusters Score -1.469763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -14697623.000000 Penalty: 3792.890625
	Iteration 109Q: 3 clusters Score -1.469762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -14697627.000000 Penalty: 3792.890625
	Iteration 110Q: 3 clusters Score -1.469763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -14697623.000000 Penalty: 3792.890625
	Iteration 111Q: 3 clusters Score -1.469762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -14697622.000000 Penalty: 3792.890625
	Iteration 112Q: 3 clusters Score -1.469762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115003 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -14697629.000000 Penalty: 3792.890625
	Iteration 113Q: 3 clusters Score -1.469763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -14697629.000000 Penalty: 3792.890625
	Iteration 114Q: 3 clusters Score -1.469763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -14697620.000000 Penalty: 3792.890625
	Iteration 115Q: 3 clusters Score -1.469762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115022 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14697618.000000 Penalty: 3792.890625
	Iteration 116Q: 3 clusters Score -1.469762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115029 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -14697631.000000 Penalty: 3792.890625
	Iteration 117Q: 3 clusters Score -1.469763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14697626.000000 Penalty: 3792.890625
	Iteration 118Q: 3 clusters Score -1.469763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -14697624.000000 Penalty: 3792.890625
	Iteration 119Q: 3 clusters Score -1.469762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -14697618.000000 Penalty: 3792.890625
	Iteration 120F: 3 clusters Score -1.469762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -14697612.000000 Penalty: 3792.890625
	Iteration 121Q: 3 clusters Score -1.469761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -14697613.000000 Penalty: 3792.890625
	Iteration 122Q: 3 clusters Score -1.469761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -14697618.000000 Penalty: 3792.890625
	Iteration 123Q: 3 clusters Score -1.469762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -14697632.000000 Penalty: 3792.890625
	Iteration 124Q: 3 clusters Score -1.469763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -14697618.000000 Penalty: 3792.890625
	Iteration 125Q: 3 clusters Score -1.469762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14697617.000000 Penalty: 3792.890625
	Iteration 126Q: 3 clusters Score -1.469762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14697617.000000 Penalty: 3792.890625
	Iteration 127F: 3 clusters Score -1.469762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Entering Unmasked Estep 
Score: -593138.437500 Penalty: 1383.490479
	Iteration 0F: 2 clusters Score -593138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -589186.000000 Penalty: 2766.980957
	Iteration 0F: 3 clusters Score -589186 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -590368.437500 Penalty: 2766.980957
	Iteration 1F: 3 clusters Score -590368.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -590578.750000 Penalty: 2766.980957
	Iteration 2F: 3 clusters Score -590578.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -590748.062500 Penalty: 2766.980957
	Iteration 3F: 3 clusters Score -590748.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -590904.125000 Penalty: 2766.980957
	Iteration 4F: 3 clusters Score -590904.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -591051.250000 Penalty: 2766.980957
	Iteration 5Q: 3 clusters Score -591051.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -591174.687500 Penalty: 2766.980957
	Iteration 6Q: 3 clusters Score -591174.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -591280.875000 Penalty: 2766.980957
	Iteration 7Q: 3 clusters Score -591280.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -591371.062500 Penalty: 2766.980957
	Iteration 8Q: 3 clusters Score -591371.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -591446.125000 Penalty: 2766.980957
	Iteration 9Q: 3 clusters Score -591446.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -591507.875000 Penalty: 2766.980957
	Iteration 10Q: 3 clusters Score -591507.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -591559.687500 Penalty: 2766.980957
	Iteration 11Q: 3 clusters Score -591559.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -591614.437500 Penalty: 2766.980957
	Iteration 12Q: 3 clusters Score -591614.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -591665.812500 Penalty: 2766.980957
	Iteration 13Q: 3 clusters Score -591665.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -591708.812500 Penalty: 2766.980957
	Iteration 14Q: 3 clusters Score -591708.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -591752.812500 Penalty: 2766.980957
	Iteration 15Q: 3 clusters Score -591752.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -591793.375000 Penalty: 2766.980957
	Iteration 16Q: 3 clusters Score -591793.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -591828.187500 Penalty: 2766.980957
	Iteration 17Q: 3 clusters Score -591828.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -591858.375000 Penalty: 2766.980957
	Iteration 18Q: 3 clusters Score -591858.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -591886.687500 Penalty: 2766.980957
	Iteration 19Q: 3 clusters Score -591886.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -591917.687500 Penalty: 2766.980957
	Iteration 20F: 3 clusters Score -591917.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -591956.250000 Penalty: 2766.980957
	Iteration 21Q: 3 clusters Score -591956.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -591982.250000 Penalty: 2766.980957
	Iteration 22Q: 3 clusters Score -591982.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -592009.937500 Penalty: 2766.980957
	Iteration 23Q: 3 clusters Score -592009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -592026.687500 Penalty: 2766.980957
	Iteration 24Q: 3 clusters Score -592026.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -592039.125000 Penalty: 2766.980957
	Iteration 25Q: 3 clusters Score -592039.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -592046.250000 Penalty: 2766.980957
	Iteration 26Q: 3 clusters Score -592046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -592053.125000 Penalty: 2766.980957
	Iteration 27Q: 3 clusters Score -592053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -592056.375000 Penalty: 2766.980957
	Iteration 28Q: 3 clusters Score -592056.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -592061.562500 Penalty: 2766.980957
	Iteration 29Q: 3 clusters Score -592061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -592062.750000 Penalty: 2766.980957
	Iteration 30Q: 3 clusters Score -592062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -592063.937500 Penalty: 2766.980957
	Iteration 31Q: 3 clusters Score -592063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -592065.625000 Penalty: 2766.980957
	Iteration 32Q: 3 clusters Score -592065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -592067.937500 Penalty: 2766.980957
	Iteration 33Q: 3 clusters Score -592067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -592070.750000 Penalty: 2766.980957
	Iteration 34Q: 3 clusters Score -592070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -592072.812500 Penalty: 2766.980957
	Iteration 35Q: 3 clusters Score -592072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -592073.875000 Penalty: 2766.980957
	Iteration 36Q: 3 clusters Score -592073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -592073.875000 Penalty: 2766.980957
	Iteration 37F: 3 clusters Score -592073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Entering Unmasked Estep 
Score: -1983361.125000 Penalty: 1575.014404
	Iteration 0F: 2 clusters Score -1983361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1972221.875000 Penalty: 3150.028809
	Iteration 0F: 3 clusters Score -1972222 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1976228.000000 Penalty: 3150.028809
	Iteration 1F: 3 clusters Score -1976228 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1976564.125000 Penalty: 3150.028809
	Iteration 2F: 3 clusters Score -1976564 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1976824.000000 Penalty: 3150.028809
	Iteration 3Q: 3 clusters Score -1976824 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1977044.875000 Penalty: 3150.028809
	Iteration 4Q: 3 clusters Score -1977045 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1977273.125000 Penalty: 3150.028809
	Iteration 5Q: 3 clusters Score -1977273 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1977512.375000 Penalty: 3150.028809
	Iteration 6Q: 3 clusters Score -1977512 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1977762.750000 Penalty: 3150.028809
	Iteration 7Q: 3 clusters Score -1977763 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1978029.750000 Penalty: 3150.028809
	Iteration 8Q: 3 clusters Score -1978030 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1978337.250000 Penalty: 3150.028809
	Iteration 9Q: 3 clusters Score -1978337 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1978692.875000 Penalty: 3150.028809
	Iteration 10Q: 3 clusters Score -1978693 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1979098.250000 Penalty: 3150.028809
	Iteration 11Q: 3 clusters Score -1979098 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1979476.125000 Penalty: 3150.028809
	Iteration 12Q: 3 clusters Score -1979476 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1979749.125000 Penalty: 3150.028809
	Iteration 13Q: 3 clusters Score -1979749 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1979885.000000 Penalty: 3150.028809
	Iteration 14Q: 3 clusters Score -1979885 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1979970.750000 Penalty: 3150.028809
	Iteration 15Q: 3 clusters Score -1979971 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1980041.375000 Penalty: 3150.028809
	Iteration 16Q: 3 clusters Score -1980041 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1980095.500000 Penalty: 3150.028809
	Iteration 17Q: 3 clusters Score -1980096 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1980134.750000 Penalty: 3150.028809
	Iteration 18Q: 3 clusters Score -1980135 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1980185.250000 Penalty: 3150.028809
	Iteration 19Q: 3 clusters Score -1980185 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1980233.250000 Penalty: 3150.028809
	Iteration 20F: 3 clusters Score -1980233 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1980281.250000 Penalty: 3150.028809
	Iteration 21Q: 3 clusters Score -1980281 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1980318.875000 Penalty: 3150.028809
	Iteration 22Q: 3 clusters Score -1980319 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1980382.500000 Penalty: 3150.028809
	Iteration 23Q: 3 clusters Score -1980382 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1980435.125000 Penalty: 3150.028809
	Iteration 24Q: 3 clusters Score -1980435 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1980480.875000 Penalty: 3150.028809
	Iteration 25Q: 3 clusters Score -1980481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1980541.875000 Penalty: 3150.028809
	Iteration 26Q: 3 clusters Score -1980542 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1980579.375000 Penalty: 3150.028809
	Iteration 27Q: 3 clusters Score -1980579 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1980622.500000 Penalty: 3150.028809
	Iteration 28Q: 3 clusters Score -1980622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1980649.375000 Penalty: 3150.028809
	Iteration 29Q: 3 clusters Score -1980649 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1980684.500000 Penalty: 3150.028809
	Iteration 30Q: 3 clusters Score -1980684 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1980709.000000 Penalty: 3150.028809
	Iteration 31Q: 3 clusters Score -1980709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1980729.750000 Penalty: 3150.028809
	Iteration 32Q: 3 clusters Score -1980730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1980755.375000 Penalty: 3150.028809
	Iteration 33Q: 3 clusters Score -1980755 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1980779.000000 Penalty: 3150.028809
	Iteration 34Q: 3 clusters Score -1980779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1980803.500000 Penalty: 3150.028809
	Iteration 35Q: 3 clusters Score -1980804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1980820.625000 Penalty: 3150.028809
	Iteration 36Q: 3 clusters Score -1980821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1980828.875000 Penalty: 3150.028809
	Iteration 37Q: 3 clusters Score -1980829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1980840.625000 Penalty: 3150.028809
	Iteration 38Q: 3 clusters Score -1980841 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1980865.250000 Penalty: 3150.028809
	Iteration 39Q: 3 clusters Score -1980865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1980878.375000 Penalty: 3150.028809
	Iteration 40F: 3 clusters Score -1980878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1980890.250000 Penalty: 3150.028809
	Iteration 41Q: 3 clusters Score -1980890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1980900.125000 Penalty: 3150.028809
	Iteration 42Q: 3 clusters Score -1980900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1980916.500000 Penalty: 3150.028809
	Iteration 43Q: 3 clusters Score -1980916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1980937.625000 Penalty: 3150.028809
	Iteration 44Q: 3 clusters Score -1980938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1980943.375000 Penalty: 3150.028809
	Iteration 45Q: 3 clusters Score -1980943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1980960.125000 Penalty: 3150.028809
	Iteration 46Q: 3 clusters Score -1980960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1980966.875000 Penalty: 3150.028809
	Iteration 47Q: 3 clusters Score -1980967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1980980.875000 Penalty: 3150.028809
	Iteration 48Q: 3 clusters Score -1980981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1980989.250000 Penalty: 3150.028809
	Iteration 49Q: 3 clusters Score -1980989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1981005.375000 Penalty: 3150.028809
	Iteration 50Q: 3 clusters Score -1981005 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1981018.500000 Penalty: 3150.028809
	Iteration 51Q: 3 clusters Score -1981018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1981029.375000 Penalty: 3150.028809
	Iteration 52Q: 3 clusters Score -1981029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1981037.000000 Penalty: 3150.028809
	Iteration 53Q: 3 clusters Score -1981037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1981047.750000 Penalty: 3150.028809
	Iteration 54Q: 3 clusters Score -1981048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1981050.250000 Penalty: 3150.028809
	Iteration 55Q: 3 clusters Score -1981050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1981050.125000 Penalty: 3150.028809
	Iteration 56Q: 3 clusters Score -1981050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1981060.375000 Penalty: 3150.028809
	Iteration 57Q: 3 clusters Score -1981060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1981073.750000 Penalty: 3150.028809
	Iteration 58Q: 3 clusters Score -1981074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1981086.875000 Penalty: 3150.028809
	Iteration 59Q: 3 clusters Score -1981087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1981094.750000 Penalty: 3150.028809
	Iteration 60F: 3 clusters Score -1981095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1981108.250000 Penalty: 3150.028809
	Iteration 61Q: 3 clusters Score -1981108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1981112.500000 Penalty: 3150.028809
	Iteration 62Q: 3 clusters Score -1981112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1981124.250000 Penalty: 3150.028809
	Iteration 63Q: 3 clusters Score -1981124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1981136.875000 Penalty: 3150.028809
	Iteration 64Q: 3 clusters Score -1981137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1981138.500000 Penalty: 3150.028809
	Iteration 65Q: 3 clusters Score -1981138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1981151.500000 Penalty: 3150.028809
	Iteration 66Q: 3 clusters Score -1981152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1981168.250000 Penalty: 3150.028809
	Iteration 67Q: 3 clusters Score -1981168 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1981179.875000 Penalty: 3150.028809
	Iteration 68Q: 3 clusters Score -1981180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1981200.875000 Penalty: 3150.028809
	Iteration 69Q: 3 clusters Score -1981201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1981224.125000 Penalty: 3150.028809
	Iteration 70Q: 3 clusters Score -1981224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1981236.875000 Penalty: 3150.028809
	Iteration 71Q: 3 clusters Score -1981237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1981240.250000 Penalty: 3150.028809
	Iteration 72Q: 3 clusters Score -1981240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1981257.750000 Penalty: 3150.028809
	Iteration 73Q: 3 clusters Score -1981258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1981273.750000 Penalty: 3150.028809
	Iteration 74Q: 3 clusters Score -1981274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1981280.375000 Penalty: 3150.028809
	Iteration 75Q: 3 clusters Score -1981280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1981292.875000 Penalty: 3150.028809
	Iteration 76Q: 3 clusters Score -1981293 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1981317.500000 Penalty: 3150.028809
	Iteration 77Q: 3 clusters Score -1981318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1981325.375000 Penalty: 3150.028809
	Iteration 78Q: 3 clusters Score -1981325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1981337.125000 Penalty: 3150.028809
	Iteration 79Q: 3 clusters Score -1981337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1981353.375000 Penalty: 3150.028809
	Iteration 80F: 3 clusters Score -1981353 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1981372.625000 Penalty: 3150.028809
	Iteration 81Q: 3 clusters Score -1981373 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1981390.375000 Penalty: 3150.028809
	Iteration 82Q: 3 clusters Score -1981390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1981401.375000 Penalty: 3150.028809
	Iteration 83Q: 3 clusters Score -1981401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1981415.625000 Penalty: 3150.028809
	Iteration 84Q: 3 clusters Score -1981416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1981422.500000 Penalty: 3150.028809
	Iteration 85Q: 3 clusters Score -1981422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1981437.500000 Penalty: 3150.028809
	Iteration 86Q: 3 clusters Score -1981438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1981444.750000 Penalty: 3150.028809
	Iteration 87Q: 3 clusters Score -1981445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1981452.625000 Penalty: 3150.028809
	Iteration 88Q: 3 clusters Score -1981453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1981468.625000 Penalty: 3150.028809
	Iteration 89Q: 3 clusters Score -1981469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1981481.875000 Penalty: 3150.028809
	Iteration 90Q: 3 clusters Score -1981482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1981501.875000 Penalty: 3150.028809
	Iteration 91Q: 3 clusters Score -1981502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1981504.625000 Penalty: 3150.028809
	Iteration 92Q: 3 clusters Score -1981505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1981522.750000 Penalty: 3150.028809
	Iteration 93Q: 3 clusters Score -1981523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1981531.500000 Penalty: 3150.028809
	Iteration 94Q: 3 clusters Score -1981532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1981541.000000 Penalty: 3150.028809
	Iteration 95Q: 3 clusters Score -1981541 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1981555.000000 Penalty: 3150.028809
	Iteration 96Q: 3 clusters Score -1981555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1981561.000000 Penalty: 3150.028809
	Iteration 97Q: 3 clusters Score -1981561 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1981576.000000 Penalty: 3150.028809
	Iteration 98Q: 3 clusters Score -1981576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1981595.750000 Penalty: 3150.028809
	Iteration 99Q: 3 clusters Score -1981596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1981607.125000 Penalty: 3150.028809
	Iteration 100F: 3 clusters Score -1981607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1981623.500000 Penalty: 3150.028809
	Iteration 101Q: 3 clusters Score -1981624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1981642.875000 Penalty: 3150.028809
	Iteration 102Q: 3 clusters Score -1981643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1981662.625000 Penalty: 3150.028809
	Iteration 103Q: 3 clusters Score -1981663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1981685.375000 Penalty: 3150.028809
	Iteration 104Q: 3 clusters Score -1981685 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1981698.750000 Penalty: 3150.028809
	Iteration 105Q: 3 clusters Score -1981699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1981712.000000 Penalty: 3150.028809
	Iteration 106Q: 3 clusters Score -1981712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1981739.375000 Penalty: 3150.028809
	Iteration 107Q: 3 clusters Score -1981739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1981770.250000 Penalty: 3150.028809
	Iteration 108Q: 3 clusters Score -1981770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1981796.000000 Penalty: 3150.028809
	Iteration 109Q: 3 clusters Score -1981796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1981811.375000 Penalty: 3150.028809
	Iteration 110Q: 3 clusters Score -1981811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1981823.875000 Penalty: 3150.028809
	Iteration 111Q: 3 clusters Score -1981824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1981841.000000 Penalty: 3150.028809
	Iteration 112Q: 3 clusters Score -1981841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1981853.500000 Penalty: 3150.028809
	Iteration 113Q: 3 clusters Score -1981854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1981871.625000 Penalty: 3150.028809
	Iteration 114Q: 3 clusters Score -1981872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1981889.375000 Penalty: 3150.028809
	Iteration 115Q: 3 clusters Score -1981889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1981905.625000 Penalty: 3150.028809
	Iteration 116Q: 3 clusters Score -1981906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1981917.000000 Penalty: 3150.028809
	Iteration 117Q: 3 clusters Score -1981917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1981928.375000 Penalty: 3150.028809
	Iteration 118Q: 3 clusters Score -1981928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1981948.375000 Penalty: 3150.028809
	Iteration 119Q: 3 clusters Score -1981948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1981962.125000 Penalty: 3150.028809
	Iteration 120F: 3 clusters Score -1981962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1981972.625000 Penalty: 3150.028809
	Iteration 121Q: 3 clusters Score -1981973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1981988.375000 Penalty: 3150.028809
	Iteration 122Q: 3 clusters Score -1981988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1982002.625000 Penalty: 3150.028809
	Iteration 123Q: 3 clusters Score -1982003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1982011.625000 Penalty: 3150.028809
	Iteration 124Q: 3 clusters Score -1982012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1982020.375000 Penalty: 3150.028809
	Iteration 125Q: 3 clusters Score -1982020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1982030.125000 Penalty: 3150.028809
	Iteration 126Q: 3 clusters Score -1982030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1982038.250000 Penalty: 3150.028809
	Iteration 127Q: 3 clusters Score -1982038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1982037.625000 Penalty: 3150.028809
	Iteration 128Q: 3 clusters Score -1982038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1982038.000000 Penalty: 3150.028809
	Iteration 129Q: 3 clusters Score -1982038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1982043.875000 Penalty: 3150.028809
	Iteration 130Q: 3 clusters Score -1982044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1982047.875000 Penalty: 3150.028809
	Iteration 131Q: 3 clusters Score -1982048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1982049.375000 Penalty: 3150.028809
	Iteration 132Q: 3 clusters Score -1982049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1982054.625000 Penalty: 3150.028809
	Iteration 133Q: 3 clusters Score -1982055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1982061.750000 Penalty: 3150.028809
	Iteration 134Q: 3 clusters Score -1982062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1982063.875000 Penalty: 3150.028809
	Iteration 135Q: 3 clusters Score -1982064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1982063.000000 Penalty: 3150.028809
	Iteration 136Q: 3 clusters Score -1982063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1982068.125000 Penalty: 3150.028809
	Iteration 137Q: 3 clusters Score -1982068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1982070.375000 Penalty: 3150.028809
	Iteration 138Q: 3 clusters Score -1982070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1982076.625000 Penalty: 3150.028809
	Iteration 139Q: 3 clusters Score -1982077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1982080.125000 Penalty: 3150.028809
	Iteration 140F: 3 clusters Score -1982080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1982082.875000 Penalty: 3150.028809
	Iteration 141Q: 3 clusters Score -1982083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1982080.625000 Penalty: 3150.028809
	Iteration 142Q: 3 clusters Score -1982081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1982083.250000 Penalty: 3150.028809
	Iteration 143Q: 3 clusters Score -1982083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1982082.500000 Penalty: 3150.028809
	Iteration 144Q: 3 clusters Score -1982082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1982081.375000 Penalty: 3150.028809
	Iteration 145Q: 3 clusters Score -1982081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1982085.750000 Penalty: 3150.028809
	Iteration 146Q: 3 clusters Score -1982086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1982085.750000 Penalty: 3150.028809
	Iteration 147Q: 3 clusters Score -1982086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1982091.500000 Penalty: 3150.028809
	Iteration 148Q: 3 clusters Score -1982092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1982103.125000 Penalty: 3150.028809
	Iteration 149Q: 3 clusters Score -1982103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1982106.500000 Penalty: 3150.028809
	Iteration 150Q: 3 clusters Score -1982106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1982109.750000 Penalty: 3150.028809
	Iteration 151Q: 3 clusters Score -1982110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1982112.625000 Penalty: 3150.028809
	Iteration 152Q: 3 clusters Score -1982113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1982113.625000 Penalty: 3150.028809
	Iteration 153Q: 3 clusters Score -1982114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1982112.750000 Penalty: 3150.028809
	Iteration 154Q: 3 clusters Score -1982113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1982114.000000 Penalty: 3150.028809
	Iteration 155Q: 3 clusters Score -1982114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1982115.375000 Penalty: 3150.028809
	Iteration 156Q: 3 clusters Score -1982115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1982118.750000 Penalty: 3150.028809
	Iteration 157Q: 3 clusters Score -1982119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1982118.750000 Penalty: 3150.028809
	Iteration 158F: 3 clusters Score -1982119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (120160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Entering Unmasked Estep 
Score: -15114538.000000 Penalty: 1900.694214
	Iteration 0F: 2 clusters Score -1.511454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -15036625.000000 Penalty: 3801.388428
	Iteration 0F: 3 clusters Score -1.503662e+07 nChanged 57640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -15070614.000000 Penalty: 3801.388428
	Iteration 1F: 3 clusters Score -1.507061e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -15072242.000000 Penalty: 3801.388428
	Iteration 2Q: 3 clusters Score -1.507224e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -15074546.000000 Penalty: 3801.388428
	Iteration 3Q: 3 clusters Score -1.507455e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -15078314.000000 Penalty: 3801.388428
	Iteration 4F: 3 clusters Score -1.507831e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -15084456.000000 Penalty: 3801.388428
	Iteration 5F: 3 clusters Score -1.508446e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -15092782.000000 Penalty: 3801.388428
	Iteration 6F: 3 clusters Score -1.509278e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -15101012.000000 Penalty: 3801.388428
	Iteration 7F: 3 clusters Score -1.510101e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -15107737.000000 Penalty: 3801.388428
	Iteration 8F: 3 clusters Score -1.510774e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -15111996.000000 Penalty: 3801.388428
	Iteration 9F: 3 clusters Score -1.5112e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -15114064.000000 Penalty: 3801.388428
	Iteration 10Q: 3 clusters Score -1.511406e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -15115158.000000 Penalty: 3801.388428
	Iteration 11Q: 3 clusters Score -1.511516e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -15115955.000000 Penalty: 3801.388428
	Iteration 12Q: 3 clusters Score -1.511596e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -15116499.000000 Penalty: 3801.388428
	Iteration 13Q: 3 clusters Score -1.51165e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -15116952.000000 Penalty: 3801.388428
	Iteration 14Q: 3 clusters Score -1.511695e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -15117384.000000 Penalty: 3801.388428
	Iteration 15Q: 3 clusters Score -1.511738e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -15117794.000000 Penalty: 3801.388428
	Iteration 16Q: 3 clusters Score -1.511779e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -15118086.000000 Penalty: 3801.388428
	Iteration 17Q: 3 clusters Score -1.511809e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -15118334.000000 Penalty: 3801.388428
	Iteration 18Q: 3 clusters Score -1.511833e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -15118569.000000 Penalty: 3801.388428
	Iteration 19Q: 3 clusters Score -1.511857e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -15118778.000000 Penalty: 3801.388428
	Iteration 20F: 3 clusters Score -1.511878e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -15118954.000000 Penalty: 3801.388428
	Iteration 21Q: 3 clusters Score -1.511895e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91030 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -15119111.000000 Penalty: 3801.388428
	Iteration 22Q: 3 clusters Score -1.511911e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -15119278.000000 Penalty: 3801.388428
	Iteration 23Q: 3 clusters Score -1.511928e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -15119417.000000 Penalty: 3801.388428
	Iteration 24Q: 3 clusters Score -1.511942e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -15119481.000000 Penalty: 3801.388428
	Iteration 25Q: 3 clusters Score -1.511948e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -15119532.000000 Penalty: 3801.388428
	Iteration 26Q: 3 clusters Score -1.511953e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -15119540.000000 Penalty: 3801.388428
	Iteration 27Q: 3 clusters Score -1.511954e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -15119494.000000 Penalty: 3801.388428
	Iteration 28Q: 3 clusters Score -1.511949e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -15119501.000000 Penalty: 3801.388428
	Iteration 29Q: 3 clusters Score -1.51195e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -15119471.000000 Penalty: 3801.388428
	Iteration 30Q: 3 clusters Score -1.511947e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -15119447.000000 Penalty: 3801.388428
	Iteration 31Q: 3 clusters Score -1.511945e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -15119458.000000 Penalty: 3801.388428
	Iteration 32Q: 3 clusters Score -1.511946e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -15119458.000000 Penalty: 3801.388428
	Iteration 33Q: 3 clusters Score -1.511946e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -15119433.000000 Penalty: 3801.388428
	Iteration 34Q: 3 clusters Score -1.511943e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -15119436.000000 Penalty: 3801.388428
	Iteration 35Q: 3 clusters Score -1.511944e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -15119422.000000 Penalty: 3801.388428
	Iteration 36Q: 3 clusters Score -1.511942e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -15119395.000000 Penalty: 3801.388428
	Iteration 37Q: 3 clusters Score -1.51194e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -15119378.000000 Penalty: 3801.388428
	Iteration 38Q: 3 clusters Score -1.511938e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -15119379.000000 Penalty: 3801.388428
	Iteration 39Q: 3 clusters Score -1.511938e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -15119373.000000 Penalty: 3801.388428
	Iteration 40F: 3 clusters Score -1.511937e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -15119357.000000 Penalty: 3801.388428
	Iteration 41Q: 3 clusters Score -1.511936e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -15119329.000000 Penalty: 3801.388428
	Iteration 42Q: 3 clusters Score -1.511933e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -15119345.000000 Penalty: 3801.388428
	Iteration 43Q: 3 clusters Score -1.511934e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -15119325.000000 Penalty: 3801.388428
	Iteration 44Q: 3 clusters Score -1.511932e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -15119319.000000 Penalty: 3801.388428
	Iteration 45Q: 3 clusters Score -1.511932e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -15119322.000000 Penalty: 3801.388428
	Iteration 46Q: 3 clusters Score -1.511932e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -15119295.000000 Penalty: 3801.388428
	Iteration 47Q: 3 clusters Score -1.51193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98614 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -15119280.000000 Penalty: 3801.388428
	Iteration 48Q: 3 clusters Score -1.511928e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98688 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -15119284.000000 Penalty: 3801.388428
	Iteration 49Q: 3 clusters Score -1.511928e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -15119278.000000 Penalty: 3801.388428
	Iteration 50Q: 3 clusters Score -1.511928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -15119272.000000 Penalty: 3801.388428
	Iteration 51Q: 3 clusters Score -1.511927e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -15119253.000000 Penalty: 3801.388428
	Iteration 52Q: 3 clusters Score -1.511925e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -15119261.000000 Penalty: 3801.388428
	Iteration 53Q: 3 clusters Score -1.511926e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98991 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -15119252.000000 Penalty: 3801.388428
	Iteration 54Q: 3 clusters Score -1.511925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -15119241.000000 Penalty: 3801.388428
	Iteration 55Q: 3 clusters Score -1.511924e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -15119217.000000 Penalty: 3801.388428
	Iteration 56Q: 3 clusters Score -1.511922e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -15119233.000000 Penalty: 3801.388428
	Iteration 57Q: 3 clusters Score -1.511923e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -15119225.000000 Penalty: 3801.388428
	Iteration 58Q: 3 clusters Score -1.511922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -15119211.000000 Penalty: 3801.388428
	Iteration 59Q: 3 clusters Score -1.511921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -15119218.000000 Penalty: 3801.388428
	Iteration 60F: 3 clusters Score -1.511922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -15119215.000000 Penalty: 3801.388428
	Iteration 61Q: 3 clusters Score -1.511922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -15119197.000000 Penalty: 3801.388428
	Iteration 62Q: 3 clusters Score -1.51192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -15119190.000000 Penalty: 3801.388428
	Iteration 63Q: 3 clusters Score -1.511919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -15119192.000000 Penalty: 3801.388428
	Iteration 64Q: 3 clusters Score -1.511919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -15119184.000000 Penalty: 3801.388428
	Iteration 65Q: 3 clusters Score -1.511918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -15119178.000000 Penalty: 3801.388428
	Iteration 66Q: 3 clusters Score -1.511918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -15119192.000000 Penalty: 3801.388428
	Iteration 67Q: 3 clusters Score -1.511919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -15119181.000000 Penalty: 3801.388428
	Iteration 68Q: 3 clusters Score -1.511918e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -15119196.000000 Penalty: 3801.388428
	Iteration 69Q: 3 clusters Score -1.51192e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -15119207.000000 Penalty: 3801.388428
	Iteration 70Q: 3 clusters Score -1.511921e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -15119204.000000 Penalty: 3801.388428
	Iteration 71Q: 3 clusters Score -1.51192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -15119205.000000 Penalty: 3801.388428
	Iteration 72Q: 3 clusters Score -1.51192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -15119189.000000 Penalty: 3801.388428
	Iteration 73Q: 3 clusters Score -1.511919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -15119175.000000 Penalty: 3801.388428
	Iteration 74Q: 3 clusters Score -1.511918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -15119168.000000 Penalty: 3801.388428
	Iteration 75Q: 3 clusters Score -1.511917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -15119180.000000 Penalty: 3801.388428
	Iteration 76Q: 3 clusters Score -1.511918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -15119168.000000 Penalty: 3801.388428
	Iteration 77Q: 3 clusters Score -1.511917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -15119173.000000 Penalty: 3801.388428
	Iteration 78Q: 3 clusters Score -1.511917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -15119176.000000 Penalty: 3801.388428
	Iteration 79Q: 3 clusters Score -1.511918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -15119179.000000 Penalty: 3801.388428
	Iteration 80F: 3 clusters Score -1.511918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -15119177.000000 Penalty: 3801.388428
	Iteration 81Q: 3 clusters Score -1.511918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -15119173.000000 Penalty: 3801.388428
	Iteration 82Q: 3 clusters Score -1.511917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -15119179.000000 Penalty: 3801.388428
	Iteration 83Q: 3 clusters Score -1.511918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -15119178.000000 Penalty: 3801.388428
	Iteration 84Q: 3 clusters Score -1.511918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100057 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -15119172.000000 Penalty: 3801.388428
	Iteration 85Q: 3 clusters Score -1.511917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -15119180.000000 Penalty: 3801.388428
	Iteration 86Q: 3 clusters Score -1.511918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -15119171.000000 Penalty: 3801.388428
	Iteration 87Q: 3 clusters Score -1.511917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -15119165.000000 Penalty: 3801.388428
	Iteration 88Q: 3 clusters Score -1.511916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -15119166.000000 Penalty: 3801.388428
	Iteration 89Q: 3 clusters Score -1.511917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -15119162.000000 Penalty: 3801.388428
	Iteration 90Q: 3 clusters Score -1.511916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -15119158.000000 Penalty: 3801.388428
	Iteration 91Q: 3 clusters Score -1.511916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -15119162.000000 Penalty: 3801.388428
	Iteration 92Q: 3 clusters Score -1.511916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -15119162.000000 Penalty: 3801.388428
	Iteration 93Q: 3 clusters Score -1.511916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -15119156.000000 Penalty: 3801.388428
	Iteration 94Q: 3 clusters Score -1.511916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -15119154.000000 Penalty: 3801.388428
	Iteration 95Q: 3 clusters Score -1.511915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -15119155.000000 Penalty: 3801.388428
	Iteration 96Q: 3 clusters Score -1.511916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -15119154.000000 Penalty: 3801.388428
	Iteration 97Q: 3 clusters Score -1.511915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -15119157.000000 Penalty: 3801.388428
	Iteration 98Q: 3 clusters Score -1.511916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -15119148.000000 Penalty: 3801.388428
	Iteration 99Q: 3 clusters Score -1.511915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -15119151.000000 Penalty: 3801.388428
	Iteration 100F: 3 clusters Score -1.511915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -15119153.000000 Penalty: 3801.388428
	Iteration 101Q: 3 clusters Score -1.511915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -15119155.000000 Penalty: 3801.388428
	Iteration 102Q: 3 clusters Score -1.511916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -15119159.000000 Penalty: 3801.388428
	Iteration 103Q: 3 clusters Score -1.511916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -15119155.000000 Penalty: 3801.388428
	Iteration 104Q: 3 clusters Score -1.511916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -15119154.000000 Penalty: 3801.388428
	Iteration 105Q: 3 clusters Score -1.511915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -15119158.000000 Penalty: 3801.388428
	Iteration 106Q: 3 clusters Score -1.511916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -15119147.000000 Penalty: 3801.388428
	Iteration 107Q: 3 clusters Score -1.511915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -15119148.000000 Penalty: 3801.388428
	Iteration 108Q: 3 clusters Score -1.511915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -15119156.000000 Penalty: 3801.388428
	Iteration 109Q: 3 clusters Score -1.511916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -15119144.000000 Penalty: 3801.388428
	Iteration 110Q: 3 clusters Score -1.511914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -15119151.000000 Penalty: 3801.388428
	Iteration 111Q: 3 clusters Score -1.511915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -15119151.000000 Penalty: 3801.388428
	Iteration 112F: 3 clusters Score -1.511915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 126754 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 30605 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 19978 members 
Entering Unmasked Estep 
Score: -141682976.000000 Penalty: 74865.953125
Splitting cluster 11 changes total score from -141671696.000000 to -141682976.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (5243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Entering Unmasked Estep 
Score: -637050.125000 Penalty: 1391.755615
	Iteration 0F: 2 clusters Score -637050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -632910.937500 Penalty: 2783.511230
	Iteration 0F: 3 clusters Score -632910.9 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -634307.375000 Penalty: 2783.511230
	Iteration 1F: 3 clusters Score -634307.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -634592.000000 Penalty: 2783.511230
	Iteration 2F: 3 clusters Score -634592 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -634824.375000 Penalty: 2783.511230
	Iteration 3F: 3 clusters Score -634824.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -635002.375000 Penalty: 2783.511230
	Iteration 4F: 3 clusters Score -635002.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -635157.812500 Penalty: 2783.511230
	Iteration 5Q: 3 clusters Score -635157.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -635302.062500 Penalty: 2783.511230
	Iteration 6Q: 3 clusters Score -635302.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -635398.500000 Penalty: 2783.511230
	Iteration 7Q: 3 clusters Score -635398.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -635469.187500 Penalty: 2783.511230
	Iteration 8Q: 3 clusters Score -635469.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -635520.937500 Penalty: 2783.511230
	Iteration 9Q: 3 clusters Score -635520.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -635567.375000 Penalty: 2783.511230
	Iteration 10Q: 3 clusters Score -635567.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -635601.062500 Penalty: 2783.511230
	Iteration 11Q: 3 clusters Score -635601.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -635621.250000 Penalty: 2783.511230
	Iteration 12Q: 3 clusters Score -635621.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -635642.062500 Penalty: 2783.511230
	Iteration 13Q: 3 clusters Score -635642.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -635657.812500 Penalty: 2783.511230
	Iteration 14Q: 3 clusters Score -635657.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -635670.437500 Penalty: 2783.511230
	Iteration 15Q: 3 clusters Score -635670.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -635679.187500 Penalty: 2783.511230
	Iteration 16Q: 3 clusters Score -635679.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -635684.125000 Penalty: 2783.511230
	Iteration 17Q: 3 clusters Score -635684.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -635688.750000 Penalty: 2783.511230
	Iteration 18Q: 3 clusters Score -635688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -635695.500000 Penalty: 2783.511230
	Iteration 19Q: 3 clusters Score -635695.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -635699.500000 Penalty: 2783.511230
	Iteration 20F: 3 clusters Score -635699.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -635704.187500 Penalty: 2783.511230
	Iteration 21Q: 3 clusters Score -635704.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -635708.875000 Penalty: 2783.511230
	Iteration 22Q: 3 clusters Score -635708.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -635714.687500 Penalty: 2783.511230
	Iteration 23Q: 3 clusters Score -635714.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -635718.187500 Penalty: 2783.511230
	Iteration 24Q: 3 clusters Score -635718.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -635722.437500 Penalty: 2783.511230
	Iteration 25Q: 3 clusters Score -635722.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -635727.250000 Penalty: 2783.511230
	Iteration 26Q: 3 clusters Score -635727.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -635733.312500 Penalty: 2783.511230
	Iteration 27Q: 3 clusters Score -635733.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -635739.125000 Penalty: 2783.511230
	Iteration 28Q: 3 clusters Score -635739.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -635744.750000 Penalty: 2783.511230
	Iteration 29Q: 3 clusters Score -635744.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -635756.562500 Penalty: 2783.511230
	Iteration 30Q: 3 clusters Score -635756.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -635759.687500 Penalty: 2783.511230
	Iteration 31Q: 3 clusters Score -635759.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -635770.687500 Penalty: 2783.511230
	Iteration 32Q: 3 clusters Score -635770.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -635779.437500 Penalty: 2783.511230
	Iteration 33Q: 3 clusters Score -635779.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -635791.562500 Penalty: 2783.511230
	Iteration 34Q: 3 clusters Score -635791.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -635800.000000 Penalty: 2783.511230
	Iteration 35Q: 3 clusters Score -635800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -635813.312500 Penalty: 2783.511230
	Iteration 36Q: 3 clusters Score -635813.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -635824.000000 Penalty: 2783.511230
	Iteration 37Q: 3 clusters Score -635824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -635834.250000 Penalty: 2783.511230
	Iteration 38Q: 3 clusters Score -635834.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -635843.062500 Penalty: 2783.511230
	Iteration 39Q: 3 clusters Score -635843.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -635853.125000 Penalty: 2783.511230
	Iteration 40F: 3 clusters Score -635853.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -635869.000000 Penalty: 2783.511230
	Iteration 41Q: 3 clusters Score -635869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -635886.937500 Penalty: 2783.511230
	Iteration 42Q: 3 clusters Score -635886.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -635903.062500 Penalty: 2783.511230
	Iteration 43Q: 3 clusters Score -635903.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -635920.125000 Penalty: 2783.511230
	Iteration 44Q: 3 clusters Score -635920.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -635940.375000 Penalty: 2783.511230
	Iteration 45Q: 3 clusters Score -635940.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -635958.937500 Penalty: 2783.511230
	Iteration 46Q: 3 clusters Score -635958.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -635969.375000 Penalty: 2783.511230
	Iteration 47Q: 3 clusters Score -635969.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -635978.500000 Penalty: 2783.511230
	Iteration 48Q: 3 clusters Score -635978.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -635982.750000 Penalty: 2783.511230
	Iteration 49Q: 3 clusters Score -635982.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -635992.562500 Penalty: 2783.511230
	Iteration 50Q: 3 clusters Score -635992.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -636000.125000 Penalty: 2783.511230
	Iteration 51Q: 3 clusters Score -636000.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -636004.062500 Penalty: 2783.511230
	Iteration 52Q: 3 clusters Score -636004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -636009.750000 Penalty: 2783.511230
	Iteration 53Q: 3 clusters Score -636009.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -636015.375000 Penalty: 2783.511230
	Iteration 54Q: 3 clusters Score -636015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -636019.812500 Penalty: 2783.511230
	Iteration 55Q: 3 clusters Score -636019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -636023.875000 Penalty: 2783.511230
	Iteration 56Q: 3 clusters Score -636023.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -636026.187500 Penalty: 2783.511230
	Iteration 57Q: 3 clusters Score -636026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -636028.875000 Penalty: 2783.511230
	Iteration 58Q: 3 clusters Score -636028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -636031.687500 Penalty: 2783.511230
	Iteration 59Q: 3 clusters Score -636031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -636033.625000 Penalty: 2783.511230
	Iteration 60F: 3 clusters Score -636033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -636036.250000 Penalty: 2783.511230
	Iteration 61Q: 3 clusters Score -636036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -636037.750000 Penalty: 2783.511230
	Iteration 62Q: 3 clusters Score -636037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -636037.937500 Penalty: 2783.511230
	Iteration 63Q: 3 clusters Score -636037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -636038.625000 Penalty: 2783.511230
	Iteration 64Q: 3 clusters Score -636038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -636038.625000 Penalty: 2783.511230
	Iteration 65F: 3 clusters Score -636038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -762643.500000 Penalty: 1419.966309
	Iteration 0F: 2 clusters Score -762643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -757857.562500 Penalty: 2839.932617
	Iteration 0F: 3 clusters Score -757857.6 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -759245.125000 Penalty: 2839.932617
	Iteration 1F: 3 clusters Score -759245.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -759500.250000 Penalty: 2839.932617
	Iteration 2F: 3 clusters Score -759500.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -759716.000000 Penalty: 2839.932617
	Iteration 3F: 3 clusters Score -759716 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -759907.375000 Penalty: 2839.932617
	Iteration 4F: 3 clusters Score -759907.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -760073.375000 Penalty: 2839.932617
	Iteration 5Q: 3 clusters Score -760073.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -760217.937500 Penalty: 2839.932617
	Iteration 6Q: 3 clusters Score -760217.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -760360.937500 Penalty: 2839.932617
	Iteration 7Q: 3 clusters Score -760360.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -760522.625000 Penalty: 2839.932617
	Iteration 8Q: 3 clusters Score -760522.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -760700.375000 Penalty: 2839.932617
	Iteration 9Q: 3 clusters Score -760700.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -760847.812500 Penalty: 2839.932617
	Iteration 10Q: 3 clusters Score -760847.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -760978.812500 Penalty: 2839.932617
	Iteration 11Q: 3 clusters Score -760978.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -761100.875000 Penalty: 2839.932617
	Iteration 12Q: 3 clusters Score -761100.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -761218.687500 Penalty: 2839.932617
	Iteration 13Q: 3 clusters Score -761218.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -761300.812500 Penalty: 2839.932617
	Iteration 14Q: 3 clusters Score -761300.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -761358.875000 Penalty: 2839.932617
	Iteration 15Q: 3 clusters Score -761358.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -761399.750000 Penalty: 2839.932617
	Iteration 16Q: 3 clusters Score -761399.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -761424.812500 Penalty: 2839.932617
	Iteration 17Q: 3 clusters Score -761424.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -761436.062500 Penalty: 2839.932617
	Iteration 18Q: 3 clusters Score -761436.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -761445.375000 Penalty: 2839.932617
	Iteration 19Q: 3 clusters Score -761445.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -761449.000000 Penalty: 2839.932617
	Iteration 20F: 3 clusters Score -761449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -761450.250000 Penalty: 2839.932617
	Iteration 21Q: 3 clusters Score -761450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -761454.375000 Penalty: 2839.932617
	Iteration 22Q: 3 clusters Score -761454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -761455.062500 Penalty: 2839.932617
	Iteration 23Q: 3 clusters Score -761455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -761457.000000 Penalty: 2839.932617
	Iteration 24Q: 3 clusters Score -761457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -761458.250000 Penalty: 2839.932617
	Iteration 25Q: 3 clusters Score -761458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -761459.187500 Penalty: 2839.932617
	Iteration 26Q: 3 clusters Score -761459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -761460.500000 Penalty: 2839.932617
	Iteration 27Q: 3 clusters Score -761460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -761459.875000 Penalty: 2839.932617
	Iteration 28Q: 3 clusters Score -761459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -761460.062500 Penalty: 2839.932617
	Iteration 29Q: 3 clusters Score -761460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -761462.125000 Penalty: 2839.932617
	Iteration 30Q: 3 clusters Score -761462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -761462.562500 Penalty: 2839.932617
	Iteration 31Q: 3 clusters Score -761462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -761461.875000 Penalty: 2839.932617
	Iteration 32Q: 3 clusters Score -761461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -761461.562500 Penalty: 2839.932617
	Iteration 33Q: 3 clusters Score -761461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -761463.312500 Penalty: 2839.932617
	Iteration 34Q: 3 clusters Score -761463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -761462.937500 Penalty: 2839.932617
	Iteration 35Q: 3 clusters Score -761462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -761463.562500 Penalty: 2839.932617
	Iteration 36Q: 3 clusters Score -761463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -761464.000000 Penalty: 2839.932617
	Iteration 37Q: 3 clusters Score -761464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -761467.250000 Penalty: 2839.932617
	Iteration 38Q: 3 clusters Score -761467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -761466.250000 Penalty: 2839.932617
	Iteration 39Q: 3 clusters Score -761466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -761467.062500 Penalty: 2839.932617
	Iteration 40F: 3 clusters Score -761467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (126754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126754 members 
Entering Unmasked Estep 
Score: -16072873.000000 Penalty: 1909.375610
	Iteration 0F: 2 clusters Score -1.607287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -15999460.000000 Penalty: 3818.751221
	Iteration 0F: 3 clusters Score -1.599946e+07 nChanged 60986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -16035052.000000 Penalty: 3818.751221
	Iteration 1F: 3 clusters Score -1.603505e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -16036177.000000 Penalty: 3818.751221
	Iteration 2Q: 3 clusters Score -1.603618e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -16037469.000000 Penalty: 3818.751221
	Iteration 3Q: 3 clusters Score -1.603747e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -16039899.000000 Penalty: 3818.751221
	Iteration 4Q: 3 clusters Score -1.60399e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -16044065.000000 Penalty: 3818.751221
	Iteration 5F: 3 clusters Score -1.604406e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -16050587.000000 Penalty: 3818.751221
	Iteration 6F: 3 clusters Score -1.605059e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -16059065.000000 Penalty: 3818.751221
	Iteration 7F: 3 clusters Score -1.605906e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -16065225.000000 Penalty: 3818.751221
	Iteration 8F: 3 clusters Score -1.606522e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -16067566.000000 Penalty: 3818.751221
	Iteration 9Q: 3 clusters Score -1.606757e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -16068414.000000 Penalty: 3818.751221
	Iteration 10Q: 3 clusters Score -1.606841e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -16068884.000000 Penalty: 3818.751221
	Iteration 11Q: 3 clusters Score -1.606888e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -16069201.000000 Penalty: 3818.751221
	Iteration 12Q: 3 clusters Score -1.60692e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -16069509.000000 Penalty: 3818.751221
	Iteration 13Q: 3 clusters Score -1.606951e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -16069710.000000 Penalty: 3818.751221
	Iteration 14Q: 3 clusters Score -1.606971e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -16069932.000000 Penalty: 3818.751221
	Iteration 15Q: 3 clusters Score -1.606993e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -16070087.000000 Penalty: 3818.751221
	Iteration 16Q: 3 clusters Score -1.607009e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -16070217.000000 Penalty: 3818.751221
	Iteration 17Q: 3 clusters Score -1.607022e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -16070330.000000 Penalty: 3818.751221
	Iteration 18Q: 3 clusters Score -1.607033e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -16070382.000000 Penalty: 3818.751221
	Iteration 19Q: 3 clusters Score -1.607038e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -16070483.000000 Penalty: 3818.751221
	Iteration 20F: 3 clusters Score -1.607048e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -16070538.000000 Penalty: 3818.751221
	Iteration 21Q: 3 clusters Score -1.607054e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -16070611.000000 Penalty: 3818.751221
	Iteration 22Q: 3 clusters Score -1.607061e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -16070696.000000 Penalty: 3818.751221
	Iteration 23Q: 3 clusters Score -1.60707e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -16070770.000000 Penalty: 3818.751221
	Iteration 24Q: 3 clusters Score -1.607077e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -16070831.000000 Penalty: 3818.751221
	Iteration 25Q: 3 clusters Score -1.607083e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -16070780.000000 Penalty: 3818.751221
	Iteration 26Q: 3 clusters Score -1.607078e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -16070773.000000 Penalty: 3818.751221
	Iteration 27Q: 3 clusters Score -1.607077e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -16070839.000000 Penalty: 3818.751221
	Iteration 28Q: 3 clusters Score -1.607084e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -16070868.000000 Penalty: 3818.751221
	Iteration 29Q: 3 clusters Score -1.607087e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -16070954.000000 Penalty: 3818.751221
	Iteration 30Q: 3 clusters Score -1.607095e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -16070958.000000 Penalty: 3818.751221
	Iteration 31Q: 3 clusters Score -1.607096e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -16071000.000000 Penalty: 3818.751221
	Iteration 32Q: 3 clusters Score -1.6071e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -16071111.000000 Penalty: 3818.751221
	Iteration 33Q: 3 clusters Score -1.607111e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -16071195.000000 Penalty: 3818.751221
	Iteration 34Q: 3 clusters Score -1.60712e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -16071342.000000 Penalty: 3818.751221
	Iteration 35Q: 3 clusters Score -1.607134e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -16071507.000000 Penalty: 3818.751221
	Iteration 36Q: 3 clusters Score -1.607151e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -16071685.000000 Penalty: 3818.751221
	Iteration 37Q: 3 clusters Score -1.607168e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -16071821.000000 Penalty: 3818.751221
	Iteration 38Q: 3 clusters Score -1.607182e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -16072038.000000 Penalty: 3818.751221
	Iteration 39Q: 3 clusters Score -1.607204e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -16072190.000000 Penalty: 3818.751221
	Iteration 40F: 3 clusters Score -1.607219e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -16072358.000000 Penalty: 3818.751221
	Iteration 41Q: 3 clusters Score -1.607236e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -16072510.000000 Penalty: 3818.751221
	Iteration 42Q: 3 clusters Score -1.607251e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -16072542.000000 Penalty: 3818.751221
	Iteration 43Q: 3 clusters Score -1.607254e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67176 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -16072644.000000 Penalty: 3818.751221
	Iteration 44Q: 3 clusters Score -1.607264e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -16072704.000000 Penalty: 3818.751221
	Iteration 45Q: 3 clusters Score -1.60727e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -16072791.000000 Penalty: 3818.751221
	Iteration 46Q: 3 clusters Score -1.607279e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -16072857.000000 Penalty: 3818.751221
	Iteration 47Q: 3 clusters Score -1.607286e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -16072967.000000 Penalty: 3818.751221
	Iteration 48Q: 3 clusters Score -1.607297e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -16073037.000000 Penalty: 3818.751221
	Iteration 49Q: 3 clusters Score -1.607304e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -16073123.000000 Penalty: 3818.751221
	Iteration 50Q: 3 clusters Score -1.607312e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -16073125.000000 Penalty: 3818.751221
	Iteration 51Q: 3 clusters Score -1.607312e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -16073202.000000 Penalty: 3818.751221
	Iteration 52Q: 3 clusters Score -1.60732e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -16073245.000000 Penalty: 3818.751221
	Iteration 53Q: 3 clusters Score -1.607324e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -16073224.000000 Penalty: 3818.751221
	Iteration 54Q: 3 clusters Score -1.607322e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -16073301.000000 Penalty: 3818.751221
	Iteration 55Q: 3 clusters Score -1.60733e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -16073359.000000 Penalty: 3818.751221
	Iteration 56Q: 3 clusters Score -1.607336e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -16073389.000000 Penalty: 3818.751221
	Iteration 57Q: 3 clusters Score -1.607339e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -16073357.000000 Penalty: 3818.751221
	Iteration 58Q: 3 clusters Score -1.607336e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -16073391.000000 Penalty: 3818.751221
	Iteration 59Q: 3 clusters Score -1.607339e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -16073429.000000 Penalty: 3818.751221
	Iteration 60F: 3 clusters Score -1.607343e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -16073423.000000 Penalty: 3818.751221
	Iteration 61Q: 3 clusters Score -1.607342e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -16073410.000000 Penalty: 3818.751221
	Iteration 62Q: 3 clusters Score -1.607341e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -16073434.000000 Penalty: 3818.751221
	Iteration 63Q: 3 clusters Score -1.607343e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -16073411.000000 Penalty: 3818.751221
	Iteration 64Q: 3 clusters Score -1.607341e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -16073432.000000 Penalty: 3818.751221
	Iteration 65Q: 3 clusters Score -1.607343e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -16073404.000000 Penalty: 3818.751221
	Iteration 66Q: 3 clusters Score -1.60734e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -16073399.000000 Penalty: 3818.751221
	Iteration 67Q: 3 clusters Score -1.60734e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -16073384.000000 Penalty: 3818.751221
	Iteration 68Q: 3 clusters Score -1.607338e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -16073388.000000 Penalty: 3818.751221
	Iteration 69Q: 3 clusters Score -1.607339e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -16073396.000000 Penalty: 3818.751221
	Iteration 70Q: 3 clusters Score -1.60734e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -16073393.000000 Penalty: 3818.751221
	Iteration 71Q: 3 clusters Score -1.607339e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -16073395.000000 Penalty: 3818.751221
	Iteration 72Q: 3 clusters Score -1.60734e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -16073398.000000 Penalty: 3818.751221
	Iteration 73Q: 3 clusters Score -1.60734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -16073404.000000 Penalty: 3818.751221
	Iteration 74Q: 3 clusters Score -1.60734e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -16073381.000000 Penalty: 3818.751221
	Iteration 75Q: 3 clusters Score -1.607338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -16073394.000000 Penalty: 3818.751221
	Iteration 76Q: 3 clusters Score -1.607339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -16073397.000000 Penalty: 3818.751221
	Iteration 77Q: 3 clusters Score -1.60734e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -16073418.000000 Penalty: 3818.751221
	Iteration 78Q: 3 clusters Score -1.607342e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -16073432.000000 Penalty: 3818.751221
	Iteration 79Q: 3 clusters Score -1.607343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -16073435.000000 Penalty: 3818.751221
	Iteration 80F: 3 clusters Score -1.607344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -16073429.000000 Penalty: 3818.751221
	Iteration 81Q: 3 clusters Score -1.607343e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -16073444.000000 Penalty: 3818.751221
	Iteration 82Q: 3 clusters Score -1.607344e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -16073456.000000 Penalty: 3818.751221
	Iteration 83Q: 3 clusters Score -1.607346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -16073476.000000 Penalty: 3818.751221
	Iteration 84Q: 3 clusters Score -1.607348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -16073476.000000 Penalty: 3818.751221
	Iteration 85Q: 3 clusters Score -1.607348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -16073466.000000 Penalty: 3818.751221
	Iteration 86Q: 3 clusters Score -1.607347e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -16073473.000000 Penalty: 3818.751221
	Iteration 87Q: 3 clusters Score -1.607347e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -16073466.000000 Penalty: 3818.751221
	Iteration 88Q: 3 clusters Score -1.607347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -16073471.000000 Penalty: 3818.751221
	Iteration 89Q: 3 clusters Score -1.607347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -16073477.000000 Penalty: 3818.751221
	Iteration 90Q: 3 clusters Score -1.607348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -16073488.000000 Penalty: 3818.751221
	Iteration 91Q: 3 clusters Score -1.607349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -16073482.000000 Penalty: 3818.751221
	Iteration 92Q: 3 clusters Score -1.607348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -16073484.000000 Penalty: 3818.751221
	Iteration 93Q: 3 clusters Score -1.607348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -16073480.000000 Penalty: 3818.751221
	Iteration 94Q: 3 clusters Score -1.607348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -16073489.000000 Penalty: 3818.751221
	Iteration 95Q: 3 clusters Score -1.607349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -16073481.000000 Penalty: 3818.751221
	Iteration 96Q: 3 clusters Score -1.607348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -16073491.000000 Penalty: 3818.751221
	Iteration 97Q: 3 clusters Score -1.607349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -16073496.000000 Penalty: 3818.751221
	Iteration 98Q: 3 clusters Score -1.60735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -16073500.000000 Penalty: 3818.751221
	Iteration 99Q: 3 clusters Score -1.60735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -16073503.000000 Penalty: 3818.751221
	Iteration 100F: 3 clusters Score -1.60735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -16073506.000000 Penalty: 3818.751221
	Iteration 101Q: 3 clusters Score -1.607351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -16073502.000000 Penalty: 3818.751221
	Iteration 102Q: 3 clusters Score -1.60735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -16073500.000000 Penalty: 3818.751221
	Iteration 103Q: 3 clusters Score -1.60735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -16073500.000000 Penalty: 3818.751221
	Iteration 104Q: 3 clusters Score -1.60735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -16073494.000000 Penalty: 3818.751221
	Iteration 105Q: 3 clusters Score -1.607349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -16073495.000000 Penalty: 3818.751221
	Iteration 106Q: 3 clusters Score -1.60735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -16073481.000000 Penalty: 3818.751221
	Iteration 107Q: 3 clusters Score -1.607348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -16073480.000000 Penalty: 3818.751221
	Iteration 108Q: 3 clusters Score -1.607348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -16073492.000000 Penalty: 3818.751221
	Iteration 109Q: 3 clusters Score -1.607349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -16073501.000000 Penalty: 3818.751221
	Iteration 110Q: 3 clusters Score -1.60735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -16073512.000000 Penalty: 3818.751221
	Iteration 111Q: 3 clusters Score -1.607351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -16073518.000000 Penalty: 3818.751221
	Iteration 112Q: 3 clusters Score -1.607352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -16073517.000000 Penalty: 3818.751221
	Iteration 113Q: 3 clusters Score -1.607352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -16073504.000000 Penalty: 3818.751221
	Iteration 114Q: 3 clusters Score -1.60735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -16073507.000000 Penalty: 3818.751221
	Iteration 115Q: 3 clusters Score -1.607351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -16073517.000000 Penalty: 3818.751221
	Iteration 116Q: 3 clusters Score -1.607352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -16073517.000000 Penalty: 3818.751221
	Iteration 117Q: 3 clusters Score -1.607352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -16073517.000000 Penalty: 3818.751221
	Iteration 118F: 3 clusters Score -1.607352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 59379 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 30605 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 19978 members 
Mstep: Class 34 contains 67375 members 
Entering Unmasked Estep 
Score: -141681680.000000 Penalty: 77134.625000
Splitting cluster 14 changes total score from -141671696.000000 to -141681680.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (123453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123453 members 
Entering Unmasked Estep 
Score: -15642307.000000 Penalty: 1905.087524
	Iteration 0F: 2 clusters Score -1.564231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -15566631.000000 Penalty: 3810.175049
	Iteration 0F: 3 clusters Score -1.556663e+07 nChanged 59340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -15601615.000000 Penalty: 3810.175049
	Iteration 1F: 3 clusters Score -1.560162e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -15602800.000000 Penalty: 3810.175049
	Iteration 2Q: 3 clusters Score -1.56028e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -15604179.000000 Penalty: 3810.175049
	Iteration 3Q: 3 clusters Score -1.560418e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -15606258.000000 Penalty: 3810.175049
	Iteration 4Q: 3 clusters Score -1.560626e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -15609143.000000 Penalty: 3810.175049
	Iteration 5Q: 3 clusters Score -1.560914e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -15613515.000000 Penalty: 3810.175049
	Iteration 6F: 3 clusters Score -1.561352e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -15618762.000000 Penalty: 3810.175049
	Iteration 7F: 3 clusters Score -1.561876e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -15624296.000000 Penalty: 3810.175049
	Iteration 8F: 3 clusters Score -1.56243e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -15629094.000000 Penalty: 3810.175049
	Iteration 9F: 3 clusters Score -1.562909e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -15632471.000000 Penalty: 3810.175049
	Iteration 10Q: 3 clusters Score -1.563247e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -15635027.000000 Penalty: 3810.175049
	Iteration 11Q: 3 clusters Score -1.563503e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -15636747.000000 Penalty: 3810.175049
	Iteration 12Q: 3 clusters Score -1.563675e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -15638034.000000 Penalty: 3810.175049
	Iteration 13Q: 3 clusters Score -1.563803e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -15638915.000000 Penalty: 3810.175049
	Iteration 14Q: 3 clusters Score -1.563892e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -15639639.000000 Penalty: 3810.175049
	Iteration 15Q: 3 clusters Score -1.563964e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115779 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -15640150.000000 Penalty: 3810.175049
	Iteration 16Q: 3 clusters Score -1.564015e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -15640514.000000 Penalty: 3810.175049
	Iteration 17Q: 3 clusters Score -1.564051e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -15640670.000000 Penalty: 3810.175049
	Iteration 18Q: 3 clusters Score -1.564067e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119367 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -15640750.000000 Penalty: 3810.175049
	Iteration 19Q: 3 clusters Score -1.564075e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120116 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -15640908.000000 Penalty: 3810.175049
	Iteration 20F: 3 clusters Score -1.564091e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -15641022.000000 Penalty: 3810.175049
	Iteration 21Q: 3 clusters Score -1.564102e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -15641094.000000 Penalty: 3810.175049
	Iteration 22Q: 3 clusters Score -1.564109e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -15641135.000000 Penalty: 3810.175049
	Iteration 23Q: 3 clusters Score -1.564114e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121751 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15641178.000000 Penalty: 3810.175049
	Iteration 24Q: 3 clusters Score -1.564118e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121949 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -15641183.000000 Penalty: 3810.175049
	Iteration 25Q: 3 clusters Score -1.564118e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15641168.000000 Penalty: 3810.175049
	Iteration 26Q: 3 clusters Score -1.564117e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -15641149.000000 Penalty: 3810.175049
	Iteration 27Q: 3 clusters Score -1.564115e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122337 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -15641125.000000 Penalty: 3810.175049
	Iteration 28Q: 3 clusters Score -1.564112e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15641110.000000 Penalty: 3810.175049
	Iteration 29Q: 3 clusters Score -1.564111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122480 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15641101.000000 Penalty: 3810.175049
	Iteration 30Q: 3 clusters Score -1.56411e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15641094.000000 Penalty: 3810.175049
	Iteration 31Q: 3 clusters Score -1.564109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15641091.000000 Penalty: 3810.175049
	Iteration 32Q: 3 clusters Score -1.564109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122597 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15641098.000000 Penalty: 3810.175049
	Iteration 33Q: 3 clusters Score -1.56411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122622 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15641097.000000 Penalty: 3810.175049
	Iteration 34Q: 3 clusters Score -1.56411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15641084.000000 Penalty: 3810.175049
	Iteration 35Q: 3 clusters Score -1.564108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122669 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15641086.000000 Penalty: 3810.175049
	Iteration 36Q: 3 clusters Score -1.564109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -15641094.000000 Penalty: 3810.175049
	Iteration 37Q: 3 clusters Score -1.564109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122698 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15641107.000000 Penalty: 3810.175049
	Iteration 38Q: 3 clusters Score -1.564111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122720 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -15641084.000000 Penalty: 3810.175049
	Iteration 39Q: 3 clusters Score -1.564108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15641091.000000 Penalty: 3810.175049
	Iteration 40F: 3 clusters Score -1.564109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122747 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15641104.000000 Penalty: 3810.175049
	Iteration 41Q: 3 clusters Score -1.56411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122760 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15641112.000000 Penalty: 3810.175049
	Iteration 42Q: 3 clusters Score -1.564111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122773 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15641115.000000 Penalty: 3810.175049
	Iteration 43Q: 3 clusters Score -1.564112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122783 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15641120.000000 Penalty: 3810.175049
	Iteration 44Q: 3 clusters Score -1.564112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15641111.000000 Penalty: 3810.175049
	Iteration 45Q: 3 clusters Score -1.564111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122796 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15641127.000000 Penalty: 3810.175049
	Iteration 46Q: 3 clusters Score -1.564113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122800 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15641129.000000 Penalty: 3810.175049
	Iteration 47Q: 3 clusters Score -1.564113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122810 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15641119.000000 Penalty: 3810.175049
	Iteration 48Q: 3 clusters Score -1.564112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122818 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -15641119.000000 Penalty: 3810.175049
	Iteration 49Q: 3 clusters Score -1.564112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15641119.000000 Penalty: 3810.175049
	Iteration 50Q: 3 clusters Score -1.564112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15641123.000000 Penalty: 3810.175049
	Iteration 51Q: 3 clusters Score -1.564112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -15641121.000000 Penalty: 3810.175049
	Iteration 52Q: 3 clusters Score -1.564112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -15641110.000000 Penalty: 3810.175049
	Iteration 53Q: 3 clusters Score -1.564111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -15641117.000000 Penalty: 3810.175049
	Iteration 54Q: 3 clusters Score -1.564112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15641117.000000 Penalty: 3810.175049
	Iteration 55Q: 3 clusters Score -1.564112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15641117.000000 Penalty: 3810.175049
	Iteration 56Q: 3 clusters Score -1.564112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15641129.000000 Penalty: 3810.175049
	Iteration 57Q: 3 clusters Score -1.564113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15641123.000000 Penalty: 3810.175049
	Iteration 58Q: 3 clusters Score -1.564112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15641119.000000 Penalty: 3810.175049
	Iteration 59Q: 3 clusters Score -1.564112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122841 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15641108.000000 Penalty: 3810.175049
	Iteration 60F: 3 clusters Score -1.564111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15641102.000000 Penalty: 3810.175049
	Iteration 61Q: 3 clusters Score -1.56411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15641100.000000 Penalty: 3810.175049
	Iteration 62Q: 3 clusters Score -1.56411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15641095.000000 Penalty: 3810.175049
	Iteration 63Q: 3 clusters Score -1.56411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15641108.000000 Penalty: 3810.175049
	Iteration 64Q: 3 clusters Score -1.564111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122881 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15641104.000000 Penalty: 3810.175049
	Iteration 65Q: 3 clusters Score -1.56411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15641099.000000 Penalty: 3810.175049
	Iteration 66Q: 3 clusters Score -1.56411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15641100.000000 Penalty: 3810.175049
	Iteration 67Q: 3 clusters Score -1.56411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15641106.000000 Penalty: 3810.175049
	Iteration 68Q: 3 clusters Score -1.564111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15641113.000000 Penalty: 3810.175049
	Iteration 69Q: 3 clusters Score -1.564111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122887 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15641114.000000 Penalty: 3810.175049
	Iteration 70Q: 3 clusters Score -1.564111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15641109.000000 Penalty: 3810.175049
	Iteration 71Q: 3 clusters Score -1.564111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15641109.000000 Penalty: 3810.175049
	Iteration 72F: 3 clusters Score -1.564111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (109849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Entering Unmasked Estep 
Score: -13824205.000000 Penalty: 1886.115112
	Iteration 0F: 2 clusters Score -1.38242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -13751606.000000 Penalty: 3772.230225
	Iteration 0F: 3 clusters Score -1.375161e+07 nChanged 52451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -13783023.000000 Penalty: 3772.230225
	Iteration 1F: 3 clusters Score -1.378302e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -13785109.000000 Penalty: 3772.230225
	Iteration 2Q: 3 clusters Score -1.378511e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -13788727.000000 Penalty: 3772.230225
	Iteration 3F: 3 clusters Score -1.378873e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -13794349.000000 Penalty: 3772.230225
	Iteration 4F: 3 clusters Score -1.379435e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -13802143.000000 Penalty: 3772.230225
	Iteration 5F: 3 clusters Score -1.380214e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -13810200.000000 Penalty: 3772.230225
	Iteration 6F: 3 clusters Score -1.38102e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -13815856.000000 Penalty: 3772.230225
	Iteration 7F: 3 clusters Score -1.381586e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -13818387.000000 Penalty: 3772.230225
	Iteration 8Q: 3 clusters Score -1.381839e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -13819583.000000 Penalty: 3772.230225
	Iteration 9Q: 3 clusters Score -1.381958e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -13820417.000000 Penalty: 3772.230225
	Iteration 10Q: 3 clusters Score -1.382042e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -13821029.000000 Penalty: 3772.230225
	Iteration 11Q: 3 clusters Score -1.382103e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -13821452.000000 Penalty: 3772.230225
	Iteration 12Q: 3 clusters Score -1.382145e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -13821643.000000 Penalty: 3772.230225
	Iteration 13Q: 3 clusters Score -1.382164e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -13821909.000000 Penalty: 3772.230225
	Iteration 14Q: 3 clusters Score -1.382191e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -13822079.000000 Penalty: 3772.230225
	Iteration 15Q: 3 clusters Score -1.382208e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -13822237.000000 Penalty: 3772.230225
	Iteration 16Q: 3 clusters Score -1.382224e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -13822392.000000 Penalty: 3772.230225
	Iteration 17Q: 3 clusters Score -1.382239e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -13822543.000000 Penalty: 3772.230225
	Iteration 18Q: 3 clusters Score -1.382254e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -13822711.000000 Penalty: 3772.230225
	Iteration 19Q: 3 clusters Score -1.382271e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -13822788.000000 Penalty: 3772.230225
	Iteration 20F: 3 clusters Score -1.382279e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -13822865.000000 Penalty: 3772.230225
	Iteration 21Q: 3 clusters Score -1.382286e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -13823005.000000 Penalty: 3772.230225
	Iteration 22Q: 3 clusters Score -1.3823e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -13822962.000000 Penalty: 3772.230225
	Iteration 23Q: 3 clusters Score -1.382296e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -13823040.000000 Penalty: 3772.230225
	Iteration 24Q: 3 clusters Score -1.382304e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -13823046.000000 Penalty: 3772.230225
	Iteration 25Q: 3 clusters Score -1.382305e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -13823116.000000 Penalty: 3772.230225
	Iteration 26Q: 3 clusters Score -1.382312e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100664 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -13823127.000000 Penalty: 3772.230225
	Iteration 27Q: 3 clusters Score -1.382313e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -13823241.000000 Penalty: 3772.230225
	Iteration 28Q: 3 clusters Score -1.382324e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -13823285.000000 Penalty: 3772.230225
	Iteration 29Q: 3 clusters Score -1.382328e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -13823270.000000 Penalty: 3772.230225
	Iteration 30Q: 3 clusters Score -1.382327e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -13823287.000000 Penalty: 3772.230225
	Iteration 31Q: 3 clusters Score -1.382329e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -13823315.000000 Penalty: 3772.230225
	Iteration 32Q: 3 clusters Score -1.382332e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -13823342.000000 Penalty: 3772.230225
	Iteration 33Q: 3 clusters Score -1.382334e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -13823368.000000 Penalty: 3772.230225
	Iteration 34Q: 3 clusters Score -1.382337e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -13823369.000000 Penalty: 3772.230225
	Iteration 35Q: 3 clusters Score -1.382337e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -13823377.000000 Penalty: 3772.230225
	Iteration 36Q: 3 clusters Score -1.382338e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -13823411.000000 Penalty: 3772.230225
	Iteration 37Q: 3 clusters Score -1.382341e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -13823454.000000 Penalty: 3772.230225
	Iteration 38Q: 3 clusters Score -1.382345e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -13823448.000000 Penalty: 3772.230225
	Iteration 39Q: 3 clusters Score -1.382345e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -13823442.000000 Penalty: 3772.230225
	Iteration 40F: 3 clusters Score -1.382344e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -13823434.000000 Penalty: 3772.230225
	Iteration 41Q: 3 clusters Score -1.382343e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -13823427.000000 Penalty: 3772.230225
	Iteration 42Q: 3 clusters Score -1.382343e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105289 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -13823448.000000 Penalty: 3772.230225
	Iteration 43Q: 3 clusters Score -1.382345e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105436 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -13823477.000000 Penalty: 3772.230225
	Iteration 44Q: 3 clusters Score -1.382348e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -13823457.000000 Penalty: 3772.230225
	Iteration 45Q: 3 clusters Score -1.382346e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -13823408.000000 Penalty: 3772.230225
	Iteration 46Q: 3 clusters Score -1.382341e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -13823393.000000 Penalty: 3772.230225
	Iteration 47Q: 3 clusters Score -1.382339e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -13823416.000000 Penalty: 3772.230225
	Iteration 48Q: 3 clusters Score -1.382342e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -13823425.000000 Penalty: 3772.230225
	Iteration 49Q: 3 clusters Score -1.382342e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13823431.000000 Penalty: 3772.230225
	Iteration 50Q: 3 clusters Score -1.382343e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -13823428.000000 Penalty: 3772.230225
	Iteration 51Q: 3 clusters Score -1.382343e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -13823409.000000 Penalty: 3772.230225
	Iteration 52Q: 3 clusters Score -1.382341e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -13823409.000000 Penalty: 3772.230225
	Iteration 53Q: 3 clusters Score -1.382341e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13823402.000000 Penalty: 3772.230225
	Iteration 54Q: 3 clusters Score -1.38234e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -13823374.000000 Penalty: 3772.230225
	Iteration 55Q: 3 clusters Score -1.382337e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -13823373.000000 Penalty: 3772.230225
	Iteration 56Q: 3 clusters Score -1.382337e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -13823336.000000 Penalty: 3772.230225
	Iteration 57Q: 3 clusters Score -1.382334e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -13823349.000000 Penalty: 3772.230225
	Iteration 58Q: 3 clusters Score -1.382335e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -13823345.000000 Penalty: 3772.230225
	Iteration 59Q: 3 clusters Score -1.382334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -13823347.000000 Penalty: 3772.230225
	Iteration 60F: 3 clusters Score -1.382335e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -13823338.000000 Penalty: 3772.230225
	Iteration 61Q: 3 clusters Score -1.382334e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -13823332.000000 Penalty: 3772.230225
	Iteration 62Q: 3 clusters Score -1.382333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -13823311.000000 Penalty: 3772.230225
	Iteration 63Q: 3 clusters Score -1.382331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -13823318.000000 Penalty: 3772.230225
	Iteration 64Q: 3 clusters Score -1.382332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -13823323.000000 Penalty: 3772.230225
	Iteration 65Q: 3 clusters Score -1.382332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -13823315.000000 Penalty: 3772.230225
	Iteration 66Q: 3 clusters Score -1.382332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13823305.000000 Penalty: 3772.230225
	Iteration 67Q: 3 clusters Score -1.38233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -13823299.000000 Penalty: 3772.230225
	Iteration 68Q: 3 clusters Score -1.38233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13823276.000000 Penalty: 3772.230225
	Iteration 69Q: 3 clusters Score -1.382328e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13823256.000000 Penalty: 3772.230225
	Iteration 70Q: 3 clusters Score -1.382326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107333 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13823253.000000 Penalty: 3772.230225
	Iteration 71Q: 3 clusters Score -1.382325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13823231.000000 Penalty: 3772.230225
	Iteration 72Q: 3 clusters Score -1.382323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13823221.000000 Penalty: 3772.230225
	Iteration 73Q: 3 clusters Score -1.382322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13823236.000000 Penalty: 3772.230225
	Iteration 74Q: 3 clusters Score -1.382324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107434 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -13823255.000000 Penalty: 3772.230225
	Iteration 75Q: 3 clusters Score -1.382326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13823255.000000 Penalty: 3772.230225
	Iteration 76Q: 3 clusters Score -1.382326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -13823227.000000 Penalty: 3772.230225
	Iteration 77Q: 3 clusters Score -1.382323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13823231.000000 Penalty: 3772.230225
	Iteration 78Q: 3 clusters Score -1.382323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13823230.000000 Penalty: 3772.230225
	Iteration 79Q: 3 clusters Score -1.382323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13823214.000000 Penalty: 3772.230225
	Iteration 80F: 3 clusters Score -1.382321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13823222.000000 Penalty: 3772.230225
	Iteration 81Q: 3 clusters Score -1.382322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -13823198.000000 Penalty: 3772.230225
	Iteration 82Q: 3 clusters Score -1.38232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -13823187.000000 Penalty: 3772.230225
	Iteration 83Q: 3 clusters Score -1.382319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -13823186.000000 Penalty: 3772.230225
	Iteration 84Q: 3 clusters Score -1.382319e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13823193.000000 Penalty: 3772.230225
	Iteration 85Q: 3 clusters Score -1.382319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13823199.000000 Penalty: 3772.230225
	Iteration 86Q: 3 clusters Score -1.38232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13823185.000000 Penalty: 3772.230225
	Iteration 87Q: 3 clusters Score -1.382318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -13823187.000000 Penalty: 3772.230225
	Iteration 88Q: 3 clusters Score -1.382319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -13823161.000000 Penalty: 3772.230225
	Iteration 89Q: 3 clusters Score -1.382316e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13823168.000000 Penalty: 3772.230225
	Iteration 90Q: 3 clusters Score -1.382317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -13823179.000000 Penalty: 3772.230225
	Iteration 91Q: 3 clusters Score -1.382318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13823183.000000 Penalty: 3772.230225
	Iteration 92Q: 3 clusters Score -1.382318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13823178.000000 Penalty: 3772.230225
	Iteration 93Q: 3 clusters Score -1.382318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13823183.000000 Penalty: 3772.230225
	Iteration 94Q: 3 clusters Score -1.382318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13823182.000000 Penalty: 3772.230225
	Iteration 95Q: 3 clusters Score -1.382318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13823184.000000 Penalty: 3772.230225
	Iteration 96Q: 3 clusters Score -1.382318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -13823176.000000 Penalty: 3772.230225
	Iteration 97Q: 3 clusters Score -1.382318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -13823192.000000 Penalty: 3772.230225
	Iteration 98Q: 3 clusters Score -1.382319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -13823180.000000 Penalty: 3772.230225
	Iteration 99Q: 3 clusters Score -1.382318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13823190.000000 Penalty: 3772.230225
	Iteration 100F: 3 clusters Score -1.382319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -13823181.000000 Penalty: 3772.230225
	Iteration 101Q: 3 clusters Score -1.382318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -13823185.000000 Penalty: 3772.230225
	Iteration 102Q: 3 clusters Score -1.382318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -13823185.000000 Penalty: 3772.230225
	Iteration 103F: 3 clusters Score -1.382318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -103044.007812 Penalty: 1131.210571
	Iteration 0F: 2 clusters Score -103044 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 534 members 
Entering Unmasked Estep 
Score: -101784.523438 Penalty: 2262.421143
	Iteration 0F: 3 clusters Score -101784.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -102659.898438 Penalty: 2262.421143
	Iteration 1F: 3 clusters Score -102659.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103006.585938 Penalty: 2262.421143
	Iteration 2F: 3 clusters Score -103006.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103267.921875 Penalty: 2262.421143
	Iteration 3F: 3 clusters Score -103267.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -103480.507812 Penalty: 2262.421143
	Iteration 4F: 3 clusters Score -103480.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103577.218750 Penalty: 2262.421143
	Iteration 5Q: 3 clusters Score -103577.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103604.578125 Penalty: 2262.421143
	Iteration 6Q: 3 clusters Score -103604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103636.695312 Penalty: 2262.421143
	Iteration 7Q: 3 clusters Score -103636.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103657.523438 Penalty: 2262.421143
	Iteration 8Q: 3 clusters Score -103657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103663.421875 Penalty: 2262.421143
	Iteration 9Q: 3 clusters Score -103663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103667.640625 Penalty: 2262.421143
	Iteration 10Q: 3 clusters Score -103667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103669.351562 Penalty: 2262.421143
	Iteration 11Q: 3 clusters Score -103669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103678.867188 Penalty: 2262.421143
	Iteration 12Q: 3 clusters Score -103678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103692.632812 Penalty: 2262.421143
	Iteration 13Q: 3 clusters Score -103692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103698.109375 Penalty: 2262.421143
	Iteration 14Q: 3 clusters Score -103698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103699.023438 Penalty: 2262.421143
	Iteration 15Q: 3 clusters Score -103699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103699.578125 Penalty: 2262.421143
	Iteration 16Q: 3 clusters Score -103699.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103707.531250 Penalty: 2262.421143
	Iteration 17F: 3 clusters Score -103707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103720.859375 Penalty: 2262.421143
	Iteration 18Q: 3 clusters Score -103720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103731.304688 Penalty: 2262.421143
	Iteration 19Q: 3 clusters Score -103731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103736.921875 Penalty: 2262.421143
	Iteration 20F: 3 clusters Score -103736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103737.164062 Penalty: 2262.421143
	Iteration 21Q: 3 clusters Score -103737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103740.195312 Penalty: 2262.421143
	Iteration 22Q: 3 clusters Score -103740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103743.351562 Penalty: 2262.421143
	Iteration 23Q: 3 clusters Score -103743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103745.226562 Penalty: 2262.421143
	Iteration 24Q: 3 clusters Score -103745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103745.226562 Penalty: 2262.421143
	Iteration 25F: 3 clusters Score -103745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 59379 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 30605 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 19978 members 
Mstep: Class 34 contains 67375 members 
Mstep: Class 35 contains 572 members 
Entering Unmasked Estep 
Score: -141681200.000000 Penalty: 79403.289062
Splitting cluster 17 changes total score from -141671696.000000 to -141681200.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -310522.187500 Penalty: 1277.843384
	Iteration 0F: 2 clusters Score -310522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -308053.312500 Penalty: 2555.686768
	Iteration 0F: 3 clusters Score -308053.3 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -308728.687500 Penalty: 2555.686768
	Iteration 1F: 3 clusters Score -308728.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -309022.375000 Penalty: 2555.686768
	Iteration 2F: 3 clusters Score -309022.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -309278.968750 Penalty: 2555.686768
	Iteration 3F: 3 clusters Score -309279 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -309579.593750 Penalty: 2555.686768
	Iteration 4F: 3 clusters Score -309579.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -309811.656250 Penalty: 2555.686768
	Iteration 5F: 3 clusters Score -309811.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -309959.187500 Penalty: 2555.686768
	Iteration 6F: 3 clusters Score -309959.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -310075.625000 Penalty: 2555.686768
	Iteration 7Q: 3 clusters Score -310075.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -310173.875000 Penalty: 2555.686768
	Iteration 8Q: 3 clusters Score -310173.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -310245.187500 Penalty: 2555.686768
	Iteration 9Q: 3 clusters Score -310245.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -310291.031250 Penalty: 2555.686768
	Iteration 10Q: 3 clusters Score -310291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -310322.906250 Penalty: 2555.686768
	Iteration 11Q: 3 clusters Score -310322.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -310356.593750 Penalty: 2555.686768
	Iteration 12Q: 3 clusters Score -310356.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -310373.500000 Penalty: 2555.686768
	Iteration 13Q: 3 clusters Score -310373.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -310380.468750 Penalty: 2555.686768
	Iteration 14Q: 3 clusters Score -310380.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -310388.093750 Penalty: 2555.686768
	Iteration 15Q: 3 clusters Score -310388.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -310393.281250 Penalty: 2555.686768
	Iteration 16Q: 3 clusters Score -310393.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -310396.687500 Penalty: 2555.686768
	Iteration 17Q: 3 clusters Score -310396.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -310401.593750 Penalty: 2555.686768
	Iteration 18Q: 3 clusters Score -310401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -310409.062500 Penalty: 2555.686768
	Iteration 19Q: 3 clusters Score -310409.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -310414.718750 Penalty: 2555.686768
	Iteration 20F: 3 clusters Score -310414.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -310417.000000 Penalty: 2555.686768
	Iteration 21Q: 3 clusters Score -310417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -310419.656250 Penalty: 2555.686768
	Iteration 22Q: 3 clusters Score -310419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -310420.656250 Penalty: 2555.686768
	Iteration 23Q: 3 clusters Score -310420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -310422.250000 Penalty: 2555.686768
	Iteration 24Q: 3 clusters Score -310422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -310422.937500 Penalty: 2555.686768
	Iteration 25Q: 3 clusters Score -310422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -310424.906250 Penalty: 2555.686768
	Iteration 26Q: 3 clusters Score -310424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -310426.406250 Penalty: 2555.686768
	Iteration 27Q: 3 clusters Score -310426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -310427.343750 Penalty: 2555.686768
	Iteration 28Q: 3 clusters Score -310427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -310428.406250 Penalty: 2555.686768
	Iteration 29Q: 3 clusters Score -310428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -310428.406250 Penalty: 2555.686768
	Iteration 30F: 3 clusters Score -310428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (115782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115782 members 
Entering Unmasked Estep 
Score: -14469365.000000 Penalty: 1894.663086
	Iteration 0F: 2 clusters Score -1.446936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -14393455.000000 Penalty: 3789.326172
	Iteration 0F: 3 clusters Score -1.439346e+07 nChanged 55812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -14426398.000000 Penalty: 3789.326172
	Iteration 1F: 3 clusters Score -1.44264e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -14427288.000000 Penalty: 3789.326172
	Iteration 2Q: 3 clusters Score -1.442729e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -14428754.000000 Penalty: 3789.326172
	Iteration 3Q: 3 clusters Score -1.442875e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -14430846.000000 Penalty: 3789.326172
	Iteration 4Q: 3 clusters Score -1.443085e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -14433646.000000 Penalty: 3789.326172
	Iteration 5F: 3 clusters Score -1.443365e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -14437736.000000 Penalty: 3789.326172
	Iteration 6F: 3 clusters Score -1.443774e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -14442820.000000 Penalty: 3789.326172
	Iteration 7F: 3 clusters Score -1.444282e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -14449101.000000 Penalty: 3789.326172
	Iteration 8F: 3 clusters Score -1.44491e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -14455063.000000 Penalty: 3789.326172
	Iteration 9F: 3 clusters Score -1.445506e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -14459670.000000 Penalty: 3789.326172
	Iteration 10F: 3 clusters Score -1.445967e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -14463375.000000 Penalty: 3789.326172
	Iteration 11Q: 3 clusters Score -1.446338e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113161 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -14465693.000000 Penalty: 3789.326172
	Iteration 12Q: 3 clusters Score -1.446569e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14466798.000000 Penalty: 3789.326172
	Iteration 13Q: 3 clusters Score -1.44668e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115078 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14467270.000000 Penalty: 3789.326172
	Iteration 14Q: 3 clusters Score -1.446727e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115303 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -14467506.000000 Penalty: 3789.326172
	Iteration 15Q: 3 clusters Score -1.446751e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14467590.000000 Penalty: 3789.326172
	Iteration 16Q: 3 clusters Score -1.446759e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14467650.000000 Penalty: 3789.326172
	Iteration 17Q: 3 clusters Score -1.446765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14467673.000000 Penalty: 3789.326172
	Iteration 18Q: 3 clusters Score -1.446767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115461 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14467689.000000 Penalty: 3789.326172
	Iteration 19Q: 3 clusters Score -1.446769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115465 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -14467712.000000 Penalty: 3789.326172
	Iteration 20F: 3 clusters Score -1.446771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115478 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14467726.000000 Penalty: 3789.326172
	Iteration 21Q: 3 clusters Score -1.446773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14467747.000000 Penalty: 3789.326172
	Iteration 22Q: 3 clusters Score -1.446775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14467757.000000 Penalty: 3789.326172
	Iteration 23Q: 3 clusters Score -1.446776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14467758.000000 Penalty: 3789.326172
	Iteration 24Q: 3 clusters Score -1.446776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14467768.000000 Penalty: 3789.326172
	Iteration 25Q: 3 clusters Score -1.446777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115495 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14467779.000000 Penalty: 3789.326172
	Iteration 26Q: 3 clusters Score -1.446778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14467780.000000 Penalty: 3789.326172
	Iteration 27Q: 3 clusters Score -1.446778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115499 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14467778.000000 Penalty: 3789.326172
	Iteration 28Q: 3 clusters Score -1.446778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115501 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14467781.000000 Penalty: 3789.326172
	Iteration 29Q: 3 clusters Score -1.446778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14467784.000000 Penalty: 3789.326172
	Iteration 30Q: 3 clusters Score -1.446778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115503 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14467787.000000 Penalty: 3789.326172
	Iteration 31Q: 3 clusters Score -1.446779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14467785.000000 Penalty: 3789.326172
	Iteration 32Q: 3 clusters Score -1.446778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14467785.000000 Penalty: 3789.326172
	Iteration 33F: 3 clusters Score -1.446778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Entering Unmasked Estep 
Score: -3716295.750000 Penalty: 1678.449219
	Iteration 0F: 2 clusters Score -3716296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3695627.500000 Penalty: 3356.898438
	Iteration 0F: 3 clusters Score -3695628 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3703353.000000 Penalty: 3356.898438
	Iteration 1F: 3 clusters Score -3703353 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3703816.000000 Penalty: 3356.898438
	Iteration 2Q: 3 clusters Score -3703816 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3704252.000000 Penalty: 3356.898438
	Iteration 3Q: 3 clusters Score -3704252 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3704712.750000 Penalty: 3356.898438
	Iteration 4Q: 3 clusters Score -3704713 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3705228.250000 Penalty: 3356.898438
	Iteration 5Q: 3 clusters Score -3705228 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3705780.250000 Penalty: 3356.898438
	Iteration 6Q: 3 clusters Score -3705780 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3706549.500000 Penalty: 3356.898438
	Iteration 7Q: 3 clusters Score -3706550 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3707461.250000 Penalty: 3356.898438
	Iteration 8Q: 3 clusters Score -3707461 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3708679.500000 Penalty: 3356.898438
	Iteration 9F: 3 clusters Score -3708680 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3709997.750000 Penalty: 3356.898438
	Iteration 10F: 3 clusters Score -3709998 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3711169.750000 Penalty: 3356.898438
	Iteration 11Q: 3 clusters Score -3711170 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3712149.750000 Penalty: 3356.898438
	Iteration 12Q: 3 clusters Score -3712150 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3713389.000000 Penalty: 3356.898438
	Iteration 13Q: 3 clusters Score -3713389 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3714984.000000 Penalty: 3356.898438
	Iteration 14Q: 3 clusters Score -3714984 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3716651.500000 Penalty: 3356.898438
	Iteration 15Q: 3 clusters Score -3716652 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3717591.500000 Penalty: 3356.898438
	Iteration 16Q: 3 clusters Score -3717592 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3717973.250000 Penalty: 3356.898438
	Iteration 17Q: 3 clusters Score -3717973 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3718144.750000 Penalty: 3356.898438
	Iteration 18Q: 3 clusters Score -3718145 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3718231.500000 Penalty: 3356.898438
	Iteration 19Q: 3 clusters Score -3718232 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3718255.000000 Penalty: 3356.898438
	Iteration 20F: 3 clusters Score -3718255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3718259.500000 Penalty: 3356.898438
	Iteration 21Q: 3 clusters Score -3718260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3718286.500000 Penalty: 3356.898438
	Iteration 22Q: 3 clusters Score -3718286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3718295.750000 Penalty: 3356.898438
	Iteration 23Q: 3 clusters Score -3718296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3718313.500000 Penalty: 3356.898438
	Iteration 24Q: 3 clusters Score -3718314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3718321.750000 Penalty: 3356.898438
	Iteration 25Q: 3 clusters Score -3718322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3718326.750000 Penalty: 3356.898438
	Iteration 26Q: 3 clusters Score -3718327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3718338.500000 Penalty: 3356.898438
	Iteration 27Q: 3 clusters Score -3718338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3718347.000000 Penalty: 3356.898438
	Iteration 28Q: 3 clusters Score -3718347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3718348.000000 Penalty: 3356.898438
	Iteration 29Q: 3 clusters Score -3718348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3718354.750000 Penalty: 3356.898438
	Iteration 30Q: 3 clusters Score -3718355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3718364.500000 Penalty: 3356.898438
	Iteration 31Q: 3 clusters Score -3718364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3718365.500000 Penalty: 3356.898438
	Iteration 32Q: 3 clusters Score -3718366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3718375.000000 Penalty: 3356.898438
	Iteration 33Q: 3 clusters Score -3718375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3718378.500000 Penalty: 3356.898438
	Iteration 34Q: 3 clusters Score -3718378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3718372.000000 Penalty: 3356.898438
	Iteration 35Q: 3 clusters Score -3718372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3718370.500000 Penalty: 3356.898438
	Iteration 36Q: 3 clusters Score -3718370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3718371.000000 Penalty: 3356.898438
	Iteration 37Q: 3 clusters Score -3718371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3718368.750000 Penalty: 3356.898438
	Iteration 38Q: 3 clusters Score -3718369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3718367.750000 Penalty: 3356.898438
	Iteration 39Q: 3 clusters Score -3718368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3718367.500000 Penalty: 3356.898438
	Iteration 40F: 3 clusters Score -3718368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3718366.750000 Penalty: 3356.898438
	Iteration 41Q: 3 clusters Score -3718367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3718365.000000 Penalty: 3356.898438
	Iteration 42Q: 3 clusters Score -3718365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3718369.750000 Penalty: 3356.898438
	Iteration 43Q: 3 clusters Score -3718370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3718364.000000 Penalty: 3356.898438
	Iteration 44Q: 3 clusters Score -3718364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3718360.500000 Penalty: 3356.898438
	Iteration 45Q: 3 clusters Score -3718360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3718366.750000 Penalty: 3356.898438
	Iteration 46Q: 3 clusters Score -3718367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3718366.000000 Penalty: 3356.898438
	Iteration 47Q: 3 clusters Score -3718366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3718365.750000 Penalty: 3356.898438
	Iteration 48Q: 3 clusters Score -3718366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3718365.750000 Penalty: 3356.898438
	Iteration 49Q: 3 clusters Score -3718366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3718370.000000 Penalty: 3356.898438
	Iteration 50Q: 3 clusters Score -3718370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3718367.250000 Penalty: 3356.898438
	Iteration 51Q: 3 clusters Score -3718367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3718368.250000 Penalty: 3356.898438
	Iteration 52Q: 3 clusters Score -3718368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3718373.750000 Penalty: 3356.898438
	Iteration 53Q: 3 clusters Score -3718374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3718373.000000 Penalty: 3356.898438
	Iteration 54Q: 3 clusters Score -3718373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3718374.250000 Penalty: 3356.898438
	Iteration 55Q: 3 clusters Score -3718374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3718375.750000 Penalty: 3356.898438
	Iteration 56Q: 3 clusters Score -3718376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3718378.000000 Penalty: 3356.898438
	Iteration 57Q: 3 clusters Score -3718378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3718375.750000 Penalty: 3356.898438
	Iteration 58Q: 3 clusters Score -3718376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3718380.250000 Penalty: 3356.898438
	Iteration 59Q: 3 clusters Score -3718380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3718382.500000 Penalty: 3356.898438
	Iteration 60F: 3 clusters Score -3718382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3718380.250000 Penalty: 3356.898438
	Iteration 61Q: 3 clusters Score -3718380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3718380.250000 Penalty: 3356.898438
	Iteration 62F: 3 clusters Score -3718380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 59379 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 19978 members 
Mstep: Class 34 contains 67375 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 18571 members 
Entering Unmasked Estep 
Score: -141683312.000000 Penalty: 81671.953125
Splitting cluster 20 changes total score from -141671696.000000 to -141683312.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -888368.750000 Penalty: 1446.073120
	Iteration 0F: 2 clusters Score -888368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -882951.000000 Penalty: 2892.146240
	Iteration 0F: 3 clusters Score -882951 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -885049.625000 Penalty: 2892.146240
	Iteration 1F: 3 clusters Score -885049.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -886025.937500 Penalty: 2892.146240
	Iteration 2F: 3 clusters Score -886025.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -886958.812500 Penalty: 2892.146240
	Iteration 3F: 3 clusters Score -886958.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -887737.312500 Penalty: 2892.146240
	Iteration 4F: 3 clusters Score -887737.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -888276.125000 Penalty: 2892.146240
	Iteration 5F: 3 clusters Score -888276.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -888605.125000 Penalty: 2892.146240
	Iteration 6Q: 3 clusters Score -888605.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -888812.062500 Penalty: 2892.146240
	Iteration 7Q: 3 clusters Score -888812.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -888940.687500 Penalty: 2892.146240
	Iteration 8Q: 3 clusters Score -888940.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -889017.812500 Penalty: 2892.146240
	Iteration 9Q: 3 clusters Score -889017.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -889056.187500 Penalty: 2892.146240
	Iteration 10Q: 3 clusters Score -889056.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -889073.250000 Penalty: 2892.146240
	Iteration 11Q: 3 clusters Score -889073.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -889087.937500 Penalty: 2892.146240
	Iteration 12Q: 3 clusters Score -889087.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -889095.437500 Penalty: 2892.146240
	Iteration 13Q: 3 clusters Score -889095.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -889101.250000 Penalty: 2892.146240
	Iteration 14Q: 3 clusters Score -889101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -889100.187500 Penalty: 2892.146240
	Iteration 15Q: 3 clusters Score -889100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -889103.250000 Penalty: 2892.146240
	Iteration 16Q: 3 clusters Score -889103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -889104.687500 Penalty: 2892.146240
	Iteration 17Q: 3 clusters Score -889104.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -889109.937500 Penalty: 2892.146240
	Iteration 18Q: 3 clusters Score -889109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -889110.687500 Penalty: 2892.146240
	Iteration 19Q: 3 clusters Score -889110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -889114.187500 Penalty: 2892.146240
	Iteration 20F: 3 clusters Score -889114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -889115.937500 Penalty: 2892.146240
	Iteration 21Q: 3 clusters Score -889115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -889121.625000 Penalty: 2892.146240
	Iteration 22Q: 3 clusters Score -889121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -889123.250000 Penalty: 2892.146240
	Iteration 23Q: 3 clusters Score -889123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -889125.125000 Penalty: 2892.146240
	Iteration 24Q: 3 clusters Score -889125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -889124.375000 Penalty: 2892.146240
	Iteration 25Q: 3 clusters Score -889124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -889125.562500 Penalty: 2892.146240
	Iteration 26Q: 3 clusters Score -889125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -889125.562500 Penalty: 2892.146240
	Iteration 27F: 3 clusters Score -889125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 59379 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 19978 members 
Mstep: Class 34 contains 67375 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 18571 members 
Mstep: Class 37 contains 6073 members 
Entering Unmasked Estep 
Score: -141683344.000000 Penalty: 83940.617188
Splitting cluster 21 changes total score from -141671696.000000 to -141683344.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -171528.359375 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -171528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -169741.765625 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -169741.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -171207.265625 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -171207.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -172612.531250 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -172612.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -173003.906250 Penalty: 2401.206543
	Iteration 3F: 3 clusters Score -173003.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -173229.796875 Penalty: 2401.206543
	Iteration 4Q: 3 clusters Score -173229.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -173449.109375 Penalty: 2401.206543
	Iteration 5Q: 3 clusters Score -173449.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173708.140625 Penalty: 2401.206543
	Iteration 6Q: 3 clusters Score -173708.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -173897.125000 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -173897.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -173977.250000 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -173977.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174021.015625 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -174021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174042.781250 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -174042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174064.546875 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -174064.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174073.515625 Penalty: 2401.206543
	Iteration 12Q: 3 clusters Score -174073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174079.250000 Penalty: 2401.206543
	Iteration 13Q: 3 clusters Score -174079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174081.546875 Penalty: 2401.206543
	Iteration 14Q: 3 clusters Score -174081.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174081.546875 Penalty: 2401.206543
	Iteration 15F: 3 clusters Score -174081.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 59379 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 19978 members 
Mstep: Class 34 contains 67375 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 18571 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
Score: -141685264.000000 Penalty: 86209.281250
Splitting cluster 22 changes total score from -141671696.000000 to -141685264.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (52584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Entering Unmasked Estep 
Score: -6430607.500000 Penalty: 1766.402100
	Iteration 0F: 2 clusters Score -6430608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -6395354.000000 Penalty: 3532.804199
	Iteration 0F: 3 clusters Score -6395354 nChanged 24891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6409377.000000 Penalty: 3532.804199
	Iteration 1F: 3 clusters Score -6409377 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -6410011.500000 Penalty: 3532.804199
	Iteration 2Q: 3 clusters Score -6410012 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -6411003.000000 Penalty: 3532.804199
	Iteration 3Q: 3 clusters Score -6411003 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -6412628.500000 Penalty: 3532.804199
	Iteration 4F: 3 clusters Score -6412628 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -6415324.500000 Penalty: 3532.804199
	Iteration 5F: 3 clusters Score -6415324 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -6419164.500000 Penalty: 3532.804199
	Iteration 6F: 3 clusters Score -6419164 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -6423283.500000 Penalty: 3532.804199
	Iteration 7F: 3 clusters Score -6423284 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6426448.500000 Penalty: 3532.804199
	Iteration 8F: 3 clusters Score -6426448 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6428079.500000 Penalty: 3532.804199
	Iteration 9Q: 3 clusters Score -6428080 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6428683.500000 Penalty: 3532.804199
	Iteration 10Q: 3 clusters Score -6428684 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6428926.500000 Penalty: 3532.804199
	Iteration 11Q: 3 clusters Score -6428926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6429014.500000 Penalty: 3532.804199
	Iteration 12Q: 3 clusters Score -6429014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6429042.000000 Penalty: 3532.804199
	Iteration 13Q: 3 clusters Score -6429042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6429055.000000 Penalty: 3532.804199
	Iteration 14Q: 3 clusters Score -6429055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6429066.000000 Penalty: 3532.804199
	Iteration 15Q: 3 clusters Score -6429066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6429068.500000 Penalty: 3532.804199
	Iteration 16Q: 3 clusters Score -6429068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6429072.500000 Penalty: 3532.804199
	Iteration 17Q: 3 clusters Score -6429072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6429072.500000 Penalty: 3532.804199
	Iteration 18F: 3 clusters Score -6429072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Entering Unmasked Estep 
Score: -1489494.250000 Penalty: 1537.529785
	Iteration 0F: 2 clusters Score -1489494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1480542.500000 Penalty: 3075.059570
	Iteration 0F: 3 clusters Score -1480542 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1483824.500000 Penalty: 3075.059570
	Iteration 1F: 3 clusters Score -1483824 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1484237.375000 Penalty: 3075.059570
	Iteration 2F: 3 clusters Score -1484237 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1484663.625000 Penalty: 3075.059570
	Iteration 3F: 3 clusters Score -1484664 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1485127.125000 Penalty: 3075.059570
	Iteration 4F: 3 clusters Score -1485127 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1485603.375000 Penalty: 3075.059570
	Iteration 5F: 3 clusters Score -1485603 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1486072.125000 Penalty: 3075.059570
	Iteration 6F: 3 clusters Score -1486072 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1486451.500000 Penalty: 3075.059570
	Iteration 7F: 3 clusters Score -1486452 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1486814.625000 Penalty: 3075.059570
	Iteration 8Q: 3 clusters Score -1486815 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1487061.500000 Penalty: 3075.059570
	Iteration 9Q: 3 clusters Score -1487062 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1487228.250000 Penalty: 3075.059570
	Iteration 10Q: 3 clusters Score -1487228 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1487367.375000 Penalty: 3075.059570
	Iteration 11Q: 3 clusters Score -1487367 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1487478.625000 Penalty: 3075.059570
	Iteration 12Q: 3 clusters Score -1487479 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1487554.375000 Penalty: 3075.059570
	Iteration 13Q: 3 clusters Score -1487554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1487594.500000 Penalty: 3075.059570
	Iteration 14Q: 3 clusters Score -1487594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1487629.625000 Penalty: 3075.059570
	Iteration 15Q: 3 clusters Score -1487630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1487671.750000 Penalty: 3075.059570
	Iteration 16Q: 3 clusters Score -1487672 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1487705.750000 Penalty: 3075.059570
	Iteration 17Q: 3 clusters Score -1487706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1487736.000000 Penalty: 3075.059570
	Iteration 18Q: 3 clusters Score -1487736 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1487770.125000 Penalty: 3075.059570
	Iteration 19Q: 3 clusters Score -1487770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1487810.500000 Penalty: 3075.059570
	Iteration 20F: 3 clusters Score -1487810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1487839.625000 Penalty: 3075.059570
	Iteration 21Q: 3 clusters Score -1487840 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1487861.250000 Penalty: 3075.059570
	Iteration 22Q: 3 clusters Score -1487861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1487884.875000 Penalty: 3075.059570
	Iteration 23Q: 3 clusters Score -1487885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1487914.625000 Penalty: 3075.059570
	Iteration 24Q: 3 clusters Score -1487915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1487937.875000 Penalty: 3075.059570
	Iteration 25Q: 3 clusters Score -1487938 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1487970.500000 Penalty: 3075.059570
	Iteration 26Q: 3 clusters Score -1487970 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1487991.250000 Penalty: 3075.059570
	Iteration 27Q: 3 clusters Score -1487991 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1488016.000000 Penalty: 3075.059570
	Iteration 28Q: 3 clusters Score -1488016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1488040.375000 Penalty: 3075.059570
	Iteration 29Q: 3 clusters Score -1488040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1488049.625000 Penalty: 3075.059570
	Iteration 30Q: 3 clusters Score -1488050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1488064.250000 Penalty: 3075.059570
	Iteration 31Q: 3 clusters Score -1488064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1488082.750000 Penalty: 3075.059570
	Iteration 32Q: 3 clusters Score -1488083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1488102.000000 Penalty: 3075.059570
	Iteration 33Q: 3 clusters Score -1488102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1488115.625000 Penalty: 3075.059570
	Iteration 34Q: 3 clusters Score -1488116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1488129.500000 Penalty: 3075.059570
	Iteration 35Q: 3 clusters Score -1488130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1488137.750000 Penalty: 3075.059570
	Iteration 36Q: 3 clusters Score -1488138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1488145.000000 Penalty: 3075.059570
	Iteration 37Q: 3 clusters Score -1488145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1488157.625000 Penalty: 3075.059570
	Iteration 38Q: 3 clusters Score -1488158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1488169.250000 Penalty: 3075.059570
	Iteration 39Q: 3 clusters Score -1488169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1488175.125000 Penalty: 3075.059570
	Iteration 40F: 3 clusters Score -1488175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1488185.000000 Penalty: 3075.059570
	Iteration 41Q: 3 clusters Score -1488185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1488191.125000 Penalty: 3075.059570
	Iteration 42Q: 3 clusters Score -1488191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1488200.375000 Penalty: 3075.059570
	Iteration 43Q: 3 clusters Score -1488200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1488210.125000 Penalty: 3075.059570
	Iteration 44Q: 3 clusters Score -1488210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1488219.375000 Penalty: 3075.059570
	Iteration 45Q: 3 clusters Score -1488219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1488228.625000 Penalty: 3075.059570
	Iteration 46Q: 3 clusters Score -1488229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1488238.250000 Penalty: 3075.059570
	Iteration 47Q: 3 clusters Score -1488238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1488250.000000 Penalty: 3075.059570
	Iteration 48Q: 3 clusters Score -1488250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1488265.500000 Penalty: 3075.059570
	Iteration 49Q: 3 clusters Score -1488266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1488279.625000 Penalty: 3075.059570
	Iteration 50Q: 3 clusters Score -1488280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1488293.750000 Penalty: 3075.059570
	Iteration 51Q: 3 clusters Score -1488294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1488304.125000 Penalty: 3075.059570
	Iteration 52Q: 3 clusters Score -1488304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1488310.375000 Penalty: 3075.059570
	Iteration 53Q: 3 clusters Score -1488310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1488324.625000 Penalty: 3075.059570
	Iteration 54Q: 3 clusters Score -1488325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1488340.250000 Penalty: 3075.059570
	Iteration 55Q: 3 clusters Score -1488340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1488347.500000 Penalty: 3075.059570
	Iteration 56Q: 3 clusters Score -1488348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1488362.875000 Penalty: 3075.059570
	Iteration 57Q: 3 clusters Score -1488363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1488374.375000 Penalty: 3075.059570
	Iteration 58Q: 3 clusters Score -1488374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1488381.375000 Penalty: 3075.059570
	Iteration 59Q: 3 clusters Score -1488381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1488393.750000 Penalty: 3075.059570
	Iteration 60F: 3 clusters Score -1488394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1488401.750000 Penalty: 3075.059570
	Iteration 61Q: 3 clusters Score -1488402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1488418.250000 Penalty: 3075.059570
	Iteration 62Q: 3 clusters Score -1488418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1488425.000000 Penalty: 3075.059570
	Iteration 63Q: 3 clusters Score -1488425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1488440.500000 Penalty: 3075.059570
	Iteration 64Q: 3 clusters Score -1488440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1488452.750000 Penalty: 3075.059570
	Iteration 65Q: 3 clusters Score -1488453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1488468.375000 Penalty: 3075.059570
	Iteration 66Q: 3 clusters Score -1488468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1488482.000000 Penalty: 3075.059570
	Iteration 67Q: 3 clusters Score -1488482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1488500.000000 Penalty: 3075.059570
	Iteration 68Q: 3 clusters Score -1488500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1488529.375000 Penalty: 3075.059570
	Iteration 69Q: 3 clusters Score -1488529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1488565.375000 Penalty: 3075.059570
	Iteration 70Q: 3 clusters Score -1488565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1488603.000000 Penalty: 3075.059570
	Iteration 71Q: 3 clusters Score -1488603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1488647.000000 Penalty: 3075.059570
	Iteration 72Q: 3 clusters Score -1488647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1488676.875000 Penalty: 3075.059570
	Iteration 73Q: 3 clusters Score -1488677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1488700.625000 Penalty: 3075.059570
	Iteration 74Q: 3 clusters Score -1488701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1488720.000000 Penalty: 3075.059570
	Iteration 75Q: 3 clusters Score -1488720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1488735.375000 Penalty: 3075.059570
	Iteration 76Q: 3 clusters Score -1488735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1488744.500000 Penalty: 3075.059570
	Iteration 77Q: 3 clusters Score -1488744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1488751.750000 Penalty: 3075.059570
	Iteration 78Q: 3 clusters Score -1488752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1488754.625000 Penalty: 3075.059570
	Iteration 79Q: 3 clusters Score -1488755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1488757.375000 Penalty: 3075.059570
	Iteration 80F: 3 clusters Score -1488757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1488760.625000 Penalty: 3075.059570
	Iteration 81Q: 3 clusters Score -1488761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1488759.125000 Penalty: 3075.059570
	Iteration 82Q: 3 clusters Score -1488759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1488761.750000 Penalty: 3075.059570
	Iteration 83Q: 3 clusters Score -1488762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1488761.875000 Penalty: 3075.059570
	Iteration 84Q: 3 clusters Score -1488762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1488760.750000 Penalty: 3075.059570
	Iteration 85Q: 3 clusters Score -1488761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1488762.125000 Penalty: 3075.059570
	Iteration 86Q: 3 clusters Score -1488762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1488761.500000 Penalty: 3075.059570
	Iteration 87Q: 3 clusters Score -1488762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1488762.750000 Penalty: 3075.059570
	Iteration 88Q: 3 clusters Score -1488763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1488764.500000 Penalty: 3075.059570
	Iteration 89Q: 3 clusters Score -1488764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1488765.750000 Penalty: 3075.059570
	Iteration 90Q: 3 clusters Score -1488766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1488765.625000 Penalty: 3075.059570
	Iteration 91Q: 3 clusters Score -1488766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1488763.500000 Penalty: 3075.059570
	Iteration 92Q: 3 clusters Score -1488764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1488763.125000 Penalty: 3075.059570
	Iteration 93Q: 3 clusters Score -1488763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1488766.500000 Penalty: 3075.059570
	Iteration 94Q: 3 clusters Score -1488766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1488767.375000 Penalty: 3075.059570
	Iteration 95Q: 3 clusters Score -1488767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1488767.875000 Penalty: 3075.059570
	Iteration 96Q: 3 clusters Score -1488768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1488767.875000 Penalty: 3075.059570
	Iteration 97F: 3 clusters Score -1488768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -1017238.625000 Penalty: 1463.975586
	Iteration 0F: 2 clusters Score -1017239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1011181.812500 Penalty: 2927.951172
	Iteration 0F: 3 clusters Score -1011182 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1013095.750000 Penalty: 2927.951172
	Iteration 1F: 3 clusters Score -1013096 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1013336.375000 Penalty: 2927.951172
	Iteration 2F: 3 clusters Score -1013336 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1013543.500000 Penalty: 2927.951172
	Iteration 3F: 3 clusters Score -1013544 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1013741.437500 Penalty: 2927.951172
	Iteration 4Q: 3 clusters Score -1013741 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1013947.062500 Penalty: 2927.951172
	Iteration 5Q: 3 clusters Score -1013947 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1014154.500000 Penalty: 2927.951172
	Iteration 6Q: 3 clusters Score -1014154 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1014341.000000 Penalty: 2927.951172
	Iteration 7Q: 3 clusters Score -1014341 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1014524.625000 Penalty: 2927.951172
	Iteration 8Q: 3 clusters Score -1014525 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1014694.125000 Penalty: 2927.951172
	Iteration 9Q: 3 clusters Score -1014694 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1014861.937500 Penalty: 2927.951172
	Iteration 10Q: 3 clusters Score -1014862 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1015034.187500 Penalty: 2927.951172
	Iteration 11Q: 3 clusters Score -1015034 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1015151.125000 Penalty: 2927.951172
	Iteration 12Q: 3 clusters Score -1015151 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1015269.250000 Penalty: 2927.951172
	Iteration 13Q: 3 clusters Score -1015269 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1015365.437500 Penalty: 2927.951172
	Iteration 14Q: 3 clusters Score -1015365 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1015441.062500 Penalty: 2927.951172
	Iteration 15Q: 3 clusters Score -1015441 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1015493.500000 Penalty: 2927.951172
	Iteration 16Q: 3 clusters Score -1015494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1015541.187500 Penalty: 2927.951172
	Iteration 17Q: 3 clusters Score -1015541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1015579.062500 Penalty: 2927.951172
	Iteration 18Q: 3 clusters Score -1015579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1015602.187500 Penalty: 2927.951172
	Iteration 19Q: 3 clusters Score -1015602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1015632.062500 Penalty: 2927.951172
	Iteration 20F: 3 clusters Score -1015632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1015658.437500 Penalty: 2927.951172
	Iteration 21Q: 3 clusters Score -1015658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1015687.437500 Penalty: 2927.951172
	Iteration 22Q: 3 clusters Score -1015687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1015720.125000 Penalty: 2927.951172
	Iteration 23Q: 3 clusters Score -1015720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1015747.562500 Penalty: 2927.951172
	Iteration 24Q: 3 clusters Score -1015748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1015775.187500 Penalty: 2927.951172
	Iteration 25Q: 3 clusters Score -1015775 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1015800.437500 Penalty: 2927.951172
	Iteration 26Q: 3 clusters Score -1015800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1015819.375000 Penalty: 2927.951172
	Iteration 27Q: 3 clusters Score -1015819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1015838.437500 Penalty: 2927.951172
	Iteration 28Q: 3 clusters Score -1015838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1015851.437500 Penalty: 2927.951172
	Iteration 29Q: 3 clusters Score -1015851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1015864.562500 Penalty: 2927.951172
	Iteration 30Q: 3 clusters Score -1015865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1015872.437500 Penalty: 2927.951172
	Iteration 31Q: 3 clusters Score -1015872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1015880.250000 Penalty: 2927.951172
	Iteration 32Q: 3 clusters Score -1015880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1015892.437500 Penalty: 2927.951172
	Iteration 33Q: 3 clusters Score -1015892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1015898.562500 Penalty: 2927.951172
	Iteration 34Q: 3 clusters Score -1015899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1015906.250000 Penalty: 2927.951172
	Iteration 35Q: 3 clusters Score -1015906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1015917.687500 Penalty: 2927.951172
	Iteration 36Q: 3 clusters Score -1015918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1015928.875000 Penalty: 2927.951172
	Iteration 37Q: 3 clusters Score -1015929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1015951.187500 Penalty: 2927.951172
	Iteration 38Q: 3 clusters Score -1015951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1015971.125000 Penalty: 2927.951172
	Iteration 39Q: 3 clusters Score -1015971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1015984.437500 Penalty: 2927.951172
	Iteration 40F: 3 clusters Score -1015984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1015992.500000 Penalty: 2927.951172
	Iteration 41Q: 3 clusters Score -1015992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1016001.625000 Penalty: 2927.951172
	Iteration 42Q: 3 clusters Score -1016002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1016009.625000 Penalty: 2927.951172
	Iteration 43Q: 3 clusters Score -1016010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1016016.250000 Penalty: 2927.951172
	Iteration 44Q: 3 clusters Score -1016016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1016021.562500 Penalty: 2927.951172
	Iteration 45Q: 3 clusters Score -1016022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1016022.875000 Penalty: 2927.951172
	Iteration 46Q: 3 clusters Score -1016023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1016023.500000 Penalty: 2927.951172
	Iteration 47Q: 3 clusters Score -1016024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1016023.812500 Penalty: 2927.951172
	Iteration 48Q: 3 clusters Score -1016024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1016024.750000 Penalty: 2927.951172
	Iteration 49Q: 3 clusters Score -1016025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1016025.562500 Penalty: 2927.951172
	Iteration 50Q: 3 clusters Score -1016026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1016027.250000 Penalty: 2927.951172
	Iteration 51Q: 3 clusters Score -1016027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1016029.687500 Penalty: 2927.951172
	Iteration 52Q: 3 clusters Score -1016030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1016030.312500 Penalty: 2927.951172
	Iteration 53Q: 3 clusters Score -1016030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1016031.437500 Penalty: 2927.951172
	Iteration 54Q: 3 clusters Score -1016031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1016032.125000 Penalty: 2927.951172
	Iteration 55Q: 3 clusters Score -1016032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1016033.000000 Penalty: 2927.951172
	Iteration 56Q: 3 clusters Score -1016033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1016033.250000 Penalty: 2927.951172
	Iteration 57Q: 3 clusters Score -1016033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1016033.187500 Penalty: 2927.951172
	Iteration 58Q: 3 clusters Score -1016033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1016033.937500 Penalty: 2927.951172
	Iteration 59Q: 3 clusters Score -1016034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1016033.937500 Penalty: 2927.951172
	Iteration 60F: 3 clusters Score -1016034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121872 members 
Entering Unmasked Estep 
Score: -15354649.000000 Penalty: 1902.993042
	Iteration 0F: 2 clusters Score -1.535465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -15275093.000000 Penalty: 3805.986084
	Iteration 0F: 3 clusters Score -1.527509e+07 nChanged 58486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -15309656.000000 Penalty: 3805.986084
	Iteration 1F: 3 clusters Score -1.530966e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -15311012.000000 Penalty: 3805.986084
	Iteration 2Q: 3 clusters Score -1.531101e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -15312710.000000 Penalty: 3805.986084
	Iteration 3Q: 3 clusters Score -1.531271e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -15315646.000000 Penalty: 3805.986084
	Iteration 4F: 3 clusters Score -1.531565e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -15320899.000000 Penalty: 3805.986084
	Iteration 5F: 3 clusters Score -1.53209e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -15328671.000000 Penalty: 3805.986084
	Iteration 6F: 3 clusters Score -1.532867e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -15338028.000000 Penalty: 3805.986084
	Iteration 7F: 3 clusters Score -1.533803e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -15345333.000000 Penalty: 3805.986084
	Iteration 8F: 3 clusters Score -1.534533e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -15349916.000000 Penalty: 3805.986084
	Iteration 9Q: 3 clusters Score -1.534992e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119835 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -15351954.000000 Penalty: 3805.986084
	Iteration 10Q: 3 clusters Score -1.535195e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120859 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15352720.000000 Penalty: 3805.986084
	Iteration 11Q: 3 clusters Score -1.535272e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -15353005.000000 Penalty: 3805.986084
	Iteration 12Q: 3 clusters Score -1.5353e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121353 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15353175.000000 Penalty: 3805.986084
	Iteration 13Q: 3 clusters Score -1.535318e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15353248.000000 Penalty: 3805.986084
	Iteration 14Q: 3 clusters Score -1.535325e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15353309.000000 Penalty: 3805.986084
	Iteration 15Q: 3 clusters Score -1.535331e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15353330.000000 Penalty: 3805.986084
	Iteration 16Q: 3 clusters Score -1.535333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15353381.000000 Penalty: 3805.986084
	Iteration 17Q: 3 clusters Score -1.535338e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15353419.000000 Penalty: 3805.986084
	Iteration 18Q: 3 clusters Score -1.535342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15353455.000000 Penalty: 3805.986084
	Iteration 19Q: 3 clusters Score -1.535346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15353467.000000 Penalty: 3805.986084
	Iteration 20F: 3 clusters Score -1.535347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121404 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15353495.000000 Penalty: 3805.986084
	Iteration 21Q: 3 clusters Score -1.53535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121394 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15353506.000000 Penalty: 3805.986084
	Iteration 22Q: 3 clusters Score -1.535351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15353554.000000 Penalty: 3805.986084
	Iteration 23Q: 3 clusters Score -1.535355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121381 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15353557.000000 Penalty: 3805.986084
	Iteration 24Q: 3 clusters Score -1.535356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121377 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15353581.000000 Penalty: 3805.986084
	Iteration 25Q: 3 clusters Score -1.535358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121376 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15353582.000000 Penalty: 3805.986084
	Iteration 26Q: 3 clusters Score -1.535358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15353588.000000 Penalty: 3805.986084
	Iteration 27Q: 3 clusters Score -1.535359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15353595.000000 Penalty: 3805.986084
	Iteration 28Q: 3 clusters Score -1.53536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15353585.000000 Penalty: 3805.986084
	Iteration 29Q: 3 clusters Score -1.535358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15353597.000000 Penalty: 3805.986084
	Iteration 30Q: 3 clusters Score -1.53536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15353597.000000 Penalty: 3805.986084
	Iteration 31F: 3 clusters Score -1.53536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -273122.437500 Penalty: 1271.732178
	Iteration 0F: 2 clusters Score -273122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -270781.375000 Penalty: 2543.464355
	Iteration 0F: 3 clusters Score -270781.4 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272201.812500 Penalty: 2543.464355
	Iteration 1F: 3 clusters Score -272201.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -273640.937500 Penalty: 2543.464355
	Iteration 2F: 3 clusters Score -273640.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -274311.312500 Penalty: 2543.464355
	Iteration 3F: 3 clusters Score -274311.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -274469.625000 Penalty: 2543.464355
	Iteration 4F: 3 clusters Score -274469.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -274504.531250 Penalty: 2543.464355
	Iteration 5Q: 3 clusters Score -274504.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -274519.312500 Penalty: 2543.464355
	Iteration 6Q: 3 clusters Score -274519.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -274531.687500 Penalty: 2543.464355
	Iteration 7Q: 3 clusters Score -274531.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -274535.812500 Penalty: 2543.464355
	Iteration 8Q: 3 clusters Score -274535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -274538.281250 Penalty: 2543.464355
	Iteration 9Q: 3 clusters Score -274538.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -274543.093750 Penalty: 2543.464355
	Iteration 10Q: 3 clusters Score -274543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -274543.937500 Penalty: 2543.464355
	Iteration 11Q: 3 clusters Score -274543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274545.062500 Penalty: 2543.464355
	Iteration 12Q: 3 clusters Score -274545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -274545.656250 Penalty: 2543.464355
	Iteration 13Q: 3 clusters Score -274545.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -274548.062500 Penalty: 2543.464355
	Iteration 14Q: 3 clusters Score -274548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -274549.343750 Penalty: 2543.464355
	Iteration 15Q: 3 clusters Score -274549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -274550.437500 Penalty: 2543.464355
	Iteration 16Q: 3 clusters Score -274550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -274550.937500 Penalty: 2543.464355
	Iteration 17Q: 3 clusters Score -274550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274551.343750 Penalty: 2543.464355
	Iteration 18Q: 3 clusters Score -274551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -274552.093750 Penalty: 2543.464355
	Iteration 19Q: 3 clusters Score -274552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -274553.093750 Penalty: 2543.464355
	Iteration 20F: 3 clusters Score -274553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -274554.312500 Penalty: 2543.464355
	Iteration 21Q: 3 clusters Score -274554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -274554.437500 Penalty: 2543.464355
	Iteration 22Q: 3 clusters Score -274554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -274555.281250 Penalty: 2543.464355
	Iteration 23Q: 3 clusters Score -274555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -274555.468750 Penalty: 2543.464355
	Iteration 24Q: 3 clusters Score -274555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274556.937500 Penalty: 2543.464355
	Iteration 25Q: 3 clusters Score -274556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -274559.625000 Penalty: 2543.464355
	Iteration 26Q: 3 clusters Score -274559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274565.781250 Penalty: 2543.464355
	Iteration 27Q: 3 clusters Score -274565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -274573.875000 Penalty: 2543.464355
	Iteration 28Q: 3 clusters Score -274573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274576.062500 Penalty: 2543.464355
	Iteration 29Q: 3 clusters Score -274576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -274577.500000 Penalty: 2543.464355
	Iteration 30Q: 3 clusters Score -274577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -274580.031250 Penalty: 2543.464355
	Iteration 31Q: 3 clusters Score -274580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -274581.750000 Penalty: 2543.464355
	Iteration 32Q: 3 clusters Score -274581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -274590.843750 Penalty: 2543.464355
	Iteration 33Q: 3 clusters Score -274590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -274594.468750 Penalty: 2543.464355
	Iteration 34Q: 3 clusters Score -274594.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -274602.718750 Penalty: 2543.464355
	Iteration 35Q: 3 clusters Score -274602.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274616.250000 Penalty: 2543.464355
	Iteration 36Q: 3 clusters Score -274616.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -274626.531250 Penalty: 2543.464355
	Iteration 37Q: 3 clusters Score -274626.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -274634.406250 Penalty: 2543.464355
	Iteration 38Q: 3 clusters Score -274634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274642.562500 Penalty: 2543.464355
	Iteration 39Q: 3 clusters Score -274642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -274650.406250 Penalty: 2543.464355
	Iteration 40F: 3 clusters Score -274650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -274657.906250 Penalty: 2543.464355
	Iteration 41Q: 3 clusters Score -274657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274660.156250 Penalty: 2543.464355
	Iteration 42Q: 3 clusters Score -274660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -274661.968750 Penalty: 2543.464355
	Iteration 43Q: 3 clusters Score -274662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -274663.531250 Penalty: 2543.464355
	Iteration 44Q: 3 clusters Score -274663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -274665.781250 Penalty: 2543.464355
	Iteration 45Q: 3 clusters Score -274665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -274667.593750 Penalty: 2543.464355
	Iteration 46Q: 3 clusters Score -274667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -274667.593750 Penalty: 2543.464355
	Iteration 47F: 3 clusters Score -274667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 59379 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 317 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 92384 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 19978 members 
Mstep: Class 34 contains 67375 members 
Mstep: Class 35 contains 572 members 
Mstep: Class 36 contains 18571 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 805 members 
Mstep: Class 39 contains 994 members 
Entering Unmasked Estep 
Score: -141685760.000000 Penalty: 88477.945312
Splitting cluster 27 changes total score from -141671696.000000 to -141685760.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -256504.390625 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -256504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -254314.125000 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -254314.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -254790.843750 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -254790.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -254922.671875 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -254922.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -255020.421875 Penalty: 2489.230713
	Iteration 3F: 3 clusters Score -255020.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -255116.515625 Penalty: 2489.230713
	Iteration 4Q: 3 clusters Score -255116.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255217.078125 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -255217.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255370.140625 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -255370.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255551.593750 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -255551.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -255744.625000 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -255744.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -255940.218750 Penalty: 2489.230713
	Iteration 9F: 3 clusters Score -255940.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -256061.015625 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -256061 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -256139.718750 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -256139.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -256194.734375 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -256194.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -256222.921875 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -256222.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -256246.062500 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -256246.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -256267.671875 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -256267.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -256300.828125 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -256300.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -256321.156250 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -256321.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -256335.000000 Penalty: 2489.230713
	Iteration 18Q: 3 clusters Score -256335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -256341.125000 Penalty: 2489.230713
	Iteration 19Q: 3 clusters Score -256341.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -256347.562500 Penalty: 2489.230713
	Iteration 20F: 3 clusters Score -256347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -256351.375000 Penalty: 2489.230713
	Iteration 21Q: 3 clusters Score -256351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -256357.000000 Penalty: 2489.230713
	Iteration 22Q: 3 clusters Score -256357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -256362.546875 Penalty: 2489.230713
	Iteration 23Q: 3 clusters Score -256362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -256365.296875 Penalty: 2489.230713
	Iteration 24Q: 3 clusters Score -256365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -256365.953125 Penalty: 2489.230713
	Iteration 25Q: 3 clusters Score -256366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -256366.890625 Penalty: 2489.230713
	Iteration 26Q: 3 clusters Score -256366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -256366.890625 Penalty: 2489.230713
	Iteration 27F: 3 clusters Score -256366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40017 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 117059 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 59379 members 
Mstep: Class 15 contains 123453 members 
Mstep: Class 16 contains 109849 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 115782 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 121872 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703760.000000 Penalty: 88477.945312
Iteration 79Q: 40 clusters Score -1.417038e+08 nChanged 36029
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40077 members 
Mstep: Class 3 contains 13282 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 16739 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 117785 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 16250 members 
Mstep: Class 11 contains 100425 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 64017 members 
Mstep: Class 15 contains 123220 members 
Mstep: Class 16 contains 111246 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 114930 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 779 members 
Mstep: Class 23 contains 52823 members 
Mstep: Class 24 contains 12701 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 123139 members 
Mstep: Class 27 contains 1632 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 382 members 
Mstep: Class 30 contains 478 members 
Mstep: Class 31 contains 87310 members 
Mstep: Class 32 contains 415 members 
Mstep: Class 33 contains 19403 members 
Mstep: Class 34 contains 64720 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 17472 members 
Mstep: Class 37 contains 5892 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717488.000000 Penalty: 88477.945312
Iteration 80F: 40 clusters Score -1.417175e+08 nChanged 34235
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40132 members 
Mstep: Class 3 contains 13135 members 
Mstep: Class 4 contains 321 members 
Mstep: Class 5 contains 17535 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 114644 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 16087 members 
Mstep: Class 11 contains 100401 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 120340 members 
Mstep: Class 16 contains 109805 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 113692 members 
Mstep: Class 20 contains 12592 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 737 members 
Mstep: Class 23 contains 52529 members 
Mstep: Class 24 contains 12514 members 
Mstep: Class 25 contains 8173 members 
Mstep: Class 26 contains 121647 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 514 members 
Mstep: Class 31 contains 86550 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 69987 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 17711 members 
Mstep: Class 37 contains 6280 members 
Mstep: Class 38 contains 857 members 
Mstep: Class 39 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727088.000000 Penalty: 88477.945312
Iteration 81Q: 40 clusters Score -1.417271e+08 nChanged 25956
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40175 members 
Mstep: Class 3 contains 13023 members 
Mstep: Class 4 contains 326 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 112155 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 15972 members 
Mstep: Class 11 contains 100598 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 71739 members 
Mstep: Class 15 contains 117580 members 
Mstep: Class 16 contains 108368 members 
Mstep: Class 17 contains 566 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 19 contains 112068 members 
Mstep: Class 20 contains 12615 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 727 members 
Mstep: Class 23 contains 52352 members 
Mstep: Class 24 contains 12399 members 
Mstep: Class 25 contains 8164 members 
Mstep: Class 26 contains 119411 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 2170 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 85657 members 
Mstep: Class 32 contains 463 members 
Mstep: Class 33 contains 21708 members 
Mstep: Class 34 contains 75141 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17812 members 
Mstep: Class 37 contains 6473 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733984.000000 Penalty: 88477.945312
Iteration 82Q: 40 clusters Score -1.41734e+08 nChanged 24462
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40208 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 19083 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 110278 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 100767 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 76430 members 
Mstep: Class 15 contains 115095 members 
Mstep: Class 16 contains 106715 members 
Mstep: Class 17 contains 572 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 110126 members 
Mstep: Class 20 contains 12626 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 725 members 
Mstep: Class 23 contains 52283 members 
Mstep: Class 24 contains 12333 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 116343 members 
Mstep: Class 27 contains 1651 members 
Mstep: Class 28 contains 2187 members 
Mstep: Class 29 contains 393 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 84750 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 22605 members 
Mstep: Class 34 contains 80629 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17827 members 
Mstep: Class 37 contains 6578 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739488.000000 Penalty: 88477.945312
Iteration 83Q: 40 clusters Score -1.417395e+08 nChanged 24673
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40223 members 
Mstep: Class 3 contains 12795 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 19796 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 108840 members 
Mstep: Class 9 contains 4950 members 
Mstep: Class 10 contains 15829 members 
Mstep: Class 11 contains 100913 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 81531 members 
Mstep: Class 15 contains 112788 members 
Mstep: Class 16 contains 105071 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 108008 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 724 members 
Mstep: Class 23 contains 52187 members 
Mstep: Class 24 contains 12280 members 
Mstep: Class 25 contains 8146 members 
Mstep: Class 26 contains 112226 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 393 members 
Mstep: Class 30 contains 513 members 
Mstep: Class 31 contains 83762 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 23442 members 
Mstep: Class 34 contains 86501 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 17839 members 
Mstep: Class 37 contains 6655 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743280.000000 Penalty: 88477.945312
Iteration 84Q: 40 clusters Score -1.417433e+08 nChanged 25240
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40220 members 
Mstep: Class 3 contains 12664 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 20447 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 107626 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 15792 members 
Mstep: Class 11 contains 101185 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 86582 members 
Mstep: Class 15 contains 110845 members 
Mstep: Class 16 contains 103382 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 105749 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 52064 members 
Mstep: Class 24 contains 12249 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 107521 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 513 members 
Mstep: Class 31 contains 82679 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 24161 members 
Mstep: Class 34 contains 92798 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17859 members 
Mstep: Class 37 contains 6729 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746336.000000 Penalty: 88477.945312
Iteration 85Q: 40 clusters Score -1.417463e+08 nChanged 25200
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40231 members 
Mstep: Class 3 contains 12530 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 21030 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 106563 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 101464 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 91341 members 
Mstep: Class 15 contains 109214 members 
Mstep: Class 16 contains 101743 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 103412 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 717 members 
Mstep: Class 23 contains 51939 members 
Mstep: Class 24 contains 12230 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 102731 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 81439 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 24922 members 
Mstep: Class 34 contains 99259 members 
Mstep: Class 35 contains 537 members 
Mstep: Class 36 contains 17847 members 
Mstep: Class 37 contains 6794 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748864.000000 Penalty: 88477.945312
Iteration 86Q: 40 clusters Score -1.417489e+08 nChanged 25091
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40198 members 
Mstep: Class 3 contains 12380 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 105631 members 
Mstep: Class 9 contains 4950 members 
Mstep: Class 10 contains 15690 members 
Mstep: Class 11 contains 101640 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 94735 members 
Mstep: Class 15 contains 107969 members 
Mstep: Class 16 contains 100867 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 101224 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 51767 members 
Mstep: Class 24 contains 12236 members 
Mstep: Class 25 contains 8164 members 
Mstep: Class 26 contains 98014 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 2270 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 80242 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 25640 members 
Mstep: Class 34 contains 105870 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 17804 members 
Mstep: Class 37 contains 6863 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751392.000000 Penalty: 88477.945312
Iteration 87Q: 40 clusters Score -1.417514e+08 nChanged 26386
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40159 members 
Mstep: Class 3 contains 12242 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 22037 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 105042 members 
Mstep: Class 9 contains 4953 members 
Mstep: Class 10 contains 15587 members 
Mstep: Class 11 contains 101823 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 95260 members 
Mstep: Class 15 contains 107283 members 
Mstep: Class 16 contains 101208 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 99100 members 
Mstep: Class 20 contains 12758 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 51545 members 
Mstep: Class 24 contains 12232 members 
Mstep: Class 25 contains 8180 members 
Mstep: Class 26 contains 93816 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 2288 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 79046 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 26263 members 
Mstep: Class 34 contains 112898 members 
Mstep: Class 35 contains 540 members 
Mstep: Class 36 contains 17742 members 
Mstep: Class 37 contains 6909 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753104.000000 Penalty: 88477.945312
Iteration 88Q: 40 clusters Score -1.417531e+08 nChanged 22142
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40096 members 
Mstep: Class 3 contains 12098 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 22294 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 105004 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 102093 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 14 contains 95040 members 
Mstep: Class 15 contains 107371 members 
Mstep: Class 16 contains 100537 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 97262 members 
Mstep: Class 20 contains 12834 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 51288 members 
Mstep: Class 24 contains 12219 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 90633 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 78104 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 26888 members 
Mstep: Class 34 contains 119024 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 17683 members 
Mstep: Class 37 contains 6947 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750416.000000 Penalty: 88477.945312
Iteration 89Q: 40 clusters Score -1.417504e+08 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40055 members 
Mstep: Class 3 contains 11960 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 22412 members 
Mstep: Class 6 contains 4175 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 105228 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 102481 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 95076 members 
Mstep: Class 15 contains 108292 members 
Mstep: Class 16 contains 98388 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 95655 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 51080 members 
Mstep: Class 24 contains 12208 members 
Mstep: Class 25 contains 8199 members 
Mstep: Class 26 contains 88168 members 
Mstep: Class 27 contains 1740 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 531 members 
Mstep: Class 31 contains 77484 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 27512 members 
Mstep: Class 34 contains 123886 members 
Mstep: Class 35 contains 538 members 
Mstep: Class 36 contains 17668 members 
Mstep: Class 37 contains 6984 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746304.000000 Penalty: 88477.945312
Iteration 90Q: 40 clusters Score -1.417463e+08 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40010 members 
Mstep: Class 3 contains 11838 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 22533 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 105688 members 
Mstep: Class 9 contains 4958 members 
Mstep: Class 10 contains 15410 members 
Mstep: Class 11 contains 102972 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 95224 members 
Mstep: Class 15 contains 109653 members 
Mstep: Class 16 contains 94858 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 94284 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 50949 members 
Mstep: Class 24 contains 12201 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 86286 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 77161 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 28161 members 
Mstep: Class 34 contains 127867 members 
Mstep: Class 35 contains 537 members 
Mstep: Class 36 contains 17692 members 
Mstep: Class 37 contains 7041 members 
Mstep: Class 38 contains 880 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742096.000000 Penalty: 88477.945312
Iteration 91Q: 40 clusters Score -1.417421e+08 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 39957 members 
Mstep: Class 3 contains 11688 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 22708 members 
Mstep: Class 6 contains 4210 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 106481 members 
Mstep: Class 9 contains 4964 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 103583 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 6297 members 
Mstep: Class 14 contains 95352 members 
Mstep: Class 15 contains 111226 members 
Mstep: Class 16 contains 90840 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 93172 members 
Mstep: Class 20 contains 13069 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 50849 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8208 members 
Mstep: Class 26 contains 84728 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 77095 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 28791 members 
Mstep: Class 34 contains 130891 members 
Mstep: Class 35 contains 538 members 
Mstep: Class 36 contains 17716 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737520.000000 Penalty: 88477.945312
Iteration 92Q: 40 clusters Score -1.417375e+08 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39880 members 
Mstep: Class 3 contains 11554 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 22978 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 107455 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 15358 members 
Mstep: Class 11 contains 104097 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 95222 members 
Mstep: Class 15 contains 112889 members 
Mstep: Class 16 contains 86923 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 92328 members 
Mstep: Class 20 contains 13130 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 50807 members 
Mstep: Class 24 contains 12156 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 83370 members 
Mstep: Class 27 contains 1766 members 
Mstep: Class 28 contains 2342 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 77134 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 29341 members 
Mstep: Class 34 contains 133264 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17748 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734288.000000 Penalty: 88477.945312
Iteration 93Q: 40 clusters Score -1.417343e+08 nChanged 14096
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39789 members 
Mstep: Class 3 contains 11433 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 23385 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 108531 members 
Mstep: Class 9 contains 4979 members 
Mstep: Class 10 contains 15371 members 
Mstep: Class 11 contains 104588 members 
Mstep: Class 12 contains 5222 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 95057 members 
Mstep: Class 15 contains 114525 members 
Mstep: Class 16 contains 83596 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 91575 members 
Mstep: Class 20 contains 13205 members 
Mstep: Class 21 contains 1585 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 50773 members 
Mstep: Class 24 contains 12133 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 82164 members 
Mstep: Class 27 contains 1776 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 553 members 
Mstep: Class 31 contains 77136 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 29852 members 
Mstep: Class 34 contains 134699 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17771 members 
Mstep: Class 37 contains 7149 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731376.000000 Penalty: 88477.945312
Iteration 94Q: 40 clusters Score -1.417314e+08 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39663 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 109643 members 
Mstep: Class 9 contains 4991 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 105069 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 94675 members 
Mstep: Class 15 contains 116070 members 
Mstep: Class 16 contains 80984 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 90973 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 50753 members 
Mstep: Class 24 contains 12114 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 81126 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 555 members 
Mstep: Class 31 contains 77161 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 30317 members 
Mstep: Class 34 contains 135394 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17789 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729856.000000 Penalty: 88477.945312
Iteration 95Q: 40 clusters Score -1.417299e+08 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39539 members 
Mstep: Class 3 contains 11189 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24334 members 
Mstep: Class 6 contains 4265 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 110646 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 105475 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 94193 members 
Mstep: Class 15 contains 117430 members 
Mstep: Class 16 contains 79004 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 19 contains 90491 members 
Mstep: Class 20 contains 13344 members 
Mstep: Class 21 contains 1599 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 50720 members 
Mstep: Class 24 contains 12091 members 
Mstep: Class 25 contains 8206 members 
Mstep: Class 26 contains 80181 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 77232 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 30732 members 
Mstep: Class 34 contains 135620 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17809 members 
Mstep: Class 37 contains 7234 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728848.000000 Penalty: 88477.945312
Iteration 96Q: 40 clusters Score -1.417288e+08 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39385 members 
Mstep: Class 3 contains 11058 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24825 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 111486 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 105816 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 93705 members 
Mstep: Class 15 contains 118562 members 
Mstep: Class 16 contains 77600 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 90190 members 
Mstep: Class 20 contains 13390 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 50656 members 
Mstep: Class 24 contains 12074 members 
Mstep: Class 25 contains 8211 members 
Mstep: Class 26 contains 79318 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 558 members 
Mstep: Class 31 contains 77333 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31090 members 
Mstep: Class 34 contains 135620 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17833 members 
Mstep: Class 37 contains 7288 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728528.000000 Penalty: 88477.945312
Iteration 97Q: 40 clusters Score -1.417285e+08 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39230 members 
Mstep: Class 3 contains 10925 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25338 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 112124 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 15368 members 
Mstep: Class 11 contains 106103 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 93294 members 
Mstep: Class 15 contains 119538 members 
Mstep: Class 16 contains 76560 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 2703 members 
Mstep: Class 19 contains 89997 members 
Mstep: Class 20 contains 13458 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 50635 members 
Mstep: Class 24 contains 12051 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 78521 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 77433 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31432 members 
Mstep: Class 34 contains 135380 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17867 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728400.000000 Penalty: 88477.945312
Iteration 98Q: 40 clusters Score -1.417284e+08 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39090 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25820 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 112589 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 15337 members 
Mstep: Class 11 contains 106351 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 92939 members 
Mstep: Class 15 contains 120373 members 
Mstep: Class 16 contains 75725 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 2713 members 
Mstep: Class 19 contains 89850 members 
Mstep: Class 20 contains 13510 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 50640 members 
Mstep: Class 24 contains 12045 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 77787 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 77615 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31747 members 
Mstep: Class 34 contains 135039 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17898 members 
Mstep: Class 37 contains 7380 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728176.000000 Penalty: 88477.945312
Iteration 99Q: 40 clusters Score -1.417282e+08 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38924 members 
Mstep: Class 3 contains 10708 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26286 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 113028 members 
Mstep: Class 9 contains 5043 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 106615 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 92485 members 
Mstep: Class 15 contains 121076 members 
Mstep: Class 16 contains 75060 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 89729 members 
Mstep: Class 20 contains 13560 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 50625 members 
Mstep: Class 24 contains 12040 members 
Mstep: Class 25 contains 8235 members 
Mstep: Class 26 contains 77096 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 568 members 
Mstep: Class 31 contains 77882 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 32022 members 
Mstep: Class 34 contains 134719 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17932 members 
Mstep: Class 37 contains 7418 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732064.000000 Penalty: 88477.945312
Iteration 100F: 40 clusters Score -1.417321e+08 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 38773 members 
Mstep: Class 3 contains 10595 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26692 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 113056 members 
Mstep: Class 9 contains 5051 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 106691 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 6182 members 
Mstep: Class 14 contains 97347 members 
Mstep: Class 15 contains 121143 members 
Mstep: Class 16 contains 73761 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 19 contains 89588 members 
Mstep: Class 20 contains 13585 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 677 members 
Mstep: Class 23 contains 50549 members 
Mstep: Class 24 contains 12039 members 
Mstep: Class 25 contains 8240 members 
Mstep: Class 26 contains 72317 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 574 members 
Mstep: Class 31 contains 78026 members 
Mstep: Class 32 contains 462 members 
Mstep: Class 33 contains 32253 members 
Mstep: Class 34 contains 135394 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 17929 members 
Mstep: Class 37 contains 7474 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731520.000000 Penalty: 88477.945312
Iteration 101Q: 40 clusters Score -1.417315e+08 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 38642 members 
Mstep: Class 3 contains 10491 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27156 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 420 members 
Mstep: Class 8 contains 113227 members 
Mstep: Class 9 contains 5068 members 
Mstep: Class 10 contains 15225 members 
Mstep: Class 11 contains 106820 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 6171 members 
Mstep: Class 14 contains 101640 members 
Mstep: Class 15 contains 121397 members 
Mstep: Class 16 contains 72695 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 89494 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 677 members 
Mstep: Class 23 contains 50454 members 
Mstep: Class 24 contains 12036 members 
Mstep: Class 25 contains 8236 members 
Mstep: Class 26 contains 67406 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 577 members 
Mstep: Class 31 contains 78231 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 32506 members 
Mstep: Class 34 contains 135930 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 17929 members 
Mstep: Class 37 contains 7517 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729296.000000 Penalty: 88477.945312
Iteration 102Q: 40 clusters Score -1.417293e+08 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 38502 members 
Mstep: Class 3 contains 10402 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27623 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 420 members 
Mstep: Class 8 contains 113482 members 
Mstep: Class 9 contains 5086 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 11 contains 106965 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 6167 members 
Mstep: Class 14 contains 105629 members 
Mstep: Class 15 contains 121829 members 
Mstep: Class 16 contains 71849 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 89485 members 
Mstep: Class 20 contains 13664 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 50379 members 
Mstep: Class 24 contains 12045 members 
Mstep: Class 25 contains 8237 members 
Mstep: Class 26 contains 62221 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 78533 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 32693 members 
Mstep: Class 34 contains 136359 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17923 members 
Mstep: Class 37 contains 7552 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727104.000000 Penalty: 88477.945312
Iteration 103Q: 40 clusters Score -1.417271e+08 nChanged 16906
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 38384 members 
Mstep: Class 3 contains 10312 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28130 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 113956 members 
Mstep: Class 9 contains 5100 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 107022 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 109388 members 
Mstep: Class 15 contains 122477 members 
Mstep: Class 16 contains 71276 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 2755 members 
Mstep: Class 19 contains 89491 members 
Mstep: Class 20 contains 13688 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 50303 members 
Mstep: Class 24 contains 12056 members 
Mstep: Class 25 contains 8239 members 
Mstep: Class 26 contains 56632 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 2342 members 
Mstep: Class 29 contains 393 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 78966 members 
Mstep: Class 32 contains 464 members 
Mstep: Class 33 contains 32827 members 
Mstep: Class 34 contains 136694 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17914 members 
Mstep: Class 37 contains 7571 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726192.000000 Penalty: 88477.945312
Iteration 104Q: 40 clusters Score -1.417262e+08 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 38269 members 
Mstep: Class 3 contains 10238 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28603 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 114532 members 
Mstep: Class 9 contains 5109 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 11 contains 107088 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 6171 members 
Mstep: Class 14 contains 112667 members 
Mstep: Class 15 contains 123289 members 
Mstep: Class 16 contains 70933 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 89494 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 50229 members 
Mstep: Class 24 contains 12059 members 
Mstep: Class 25 contains 8243 members 
Mstep: Class 26 contains 51404 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 2338 members 
Mstep: Class 29 contains 393 members 
Mstep: Class 30 contains 588 members 
Mstep: Class 31 contains 79482 members 
Mstep: Class 32 contains 462 members 
Mstep: Class 33 contains 32890 members 
Mstep: Class 34 contains 136704 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17888 members 
Mstep: Class 37 contains 7562 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726096.000000 Penalty: 88477.945312
Iteration 105Q: 40 clusters Score -1.417261e+08 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 38175 members 
Mstep: Class 3 contains 10169 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29041 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 114873 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 15186 members 
Mstep: Class 11 contains 107192 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 6172 members 
Mstep: Class 14 contains 115462 members 
Mstep: Class 15 contains 124033 members 
Mstep: Class 16 contains 70845 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 89524 members 
Mstep: Class 20 contains 13782 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 50166 members 
Mstep: Class 24 contains 12059 members 
Mstep: Class 25 contains 8244 members 
Mstep: Class 26 contains 47268 members 
Mstep: Class 27 contains 1798 members 
Mstep: Class 28 contains 2342 members 
Mstep: Class 29 contains 393 members 
Mstep: Class 30 contains 590 members 
Mstep: Class 31 contains 80040 members 
Mstep: Class 32 contains 461 members 
Mstep: Class 33 contains 32905 members 
Mstep: Class 34 contains 136095 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17882 members 
Mstep: Class 37 contains 7534 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725904.000000 Penalty: 88477.945312
Iteration 106Q: 40 clusters Score -1.417259e+08 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 38099 members 
Mstep: Class 3 contains 10093 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 29466 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 115002 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 15186 members 
Mstep: Class 11 contains 107386 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 13 contains 6169 members 
Mstep: Class 14 contains 117580 members 
Mstep: Class 15 contains 124631 members 
Mstep: Class 16 contains 70928 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 89639 members 
Mstep: Class 20 contains 13819 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 50095 members 
Mstep: Class 24 contains 12050 members 
Mstep: Class 25 contains 8244 members 
Mstep: Class 26 contains 44201 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 2336 members 
Mstep: Class 29 contains 393 members 
Mstep: Class 30 contains 589 members 
Mstep: Class 31 contains 80586 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 32838 members 
Mstep: Class 34 contains 135240 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17872 members 
Mstep: Class 37 contains 7508 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726464.000000 Penalty: 88477.945312
Iteration 107Q: 40 clusters Score -1.417265e+08 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 38045 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 29855 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 115067 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 15188 members 
Mstep: Class 11 contains 107572 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 13 contains 6168 members 
Mstep: Class 14 contains 119380 members 
Mstep: Class 15 contains 125016 members 
Mstep: Class 16 contains 71181 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 89788 members 
Mstep: Class 20 contains 13843 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 50022 members 
Mstep: Class 24 contains 12044 members 
Mstep: Class 25 contains 8242 members 
Mstep: Class 26 contains 41928 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 590 members 
Mstep: Class 31 contains 81111 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 32734 members 
Mstep: Class 34 contains 134051 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17866 members 
Mstep: Class 37 contains 7476 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727488.000000 Penalty: 88477.945312
Iteration 108Q: 40 clusters Score -1.417275e+08 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37993 members 
Mstep: Class 3 contains 9977 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 30203 members 
Mstep: Class 6 contains 4534 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 115045 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 15168 members 
Mstep: Class 11 contains 107763 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 13 contains 6161 members 
Mstep: Class 14 contains 120857 members 
Mstep: Class 15 contains 125265 members 
Mstep: Class 16 contains 71510 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 89950 members 
Mstep: Class 20 contains 13854 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 694 members 
Mstep: Class 23 contains 49942 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 40323 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 594 members 
Mstep: Class 31 contains 81602 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 32563 members 
Mstep: Class 34 contains 132851 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17866 members 
Mstep: Class 37 contains 7453 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728576.000000 Penalty: 88477.945312
Iteration 109Q: 40 clusters Score -1.417286e+08 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37961 members 
Mstep: Class 3 contains 9916 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 30485 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114920 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 15141 members 
Mstep: Class 11 contains 107960 members 
Mstep: Class 12 contains 5047 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 122128 members 
Mstep: Class 15 contains 125430 members 
Mstep: Class 16 contains 71952 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 90049 members 
Mstep: Class 20 contains 13870 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 49839 members 
Mstep: Class 24 contains 12001 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 39159 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 2333 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 82092 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 32422 members 
Mstep: Class 34 contains 131601 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17847 members 
Mstep: Class 37 contains 7430 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729392.000000 Penalty: 88477.945312
Iteration 110Q: 40 clusters Score -1.417294e+08 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37910 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 30722 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114747 members 
Mstep: Class 9 contains 5165 members 
Mstep: Class 10 contains 15109 members 
Mstep: Class 11 contains 108126 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 6131 members 
Mstep: Class 14 contains 123135 members 
Mstep: Class 15 contains 125561 members 
Mstep: Class 16 contains 72434 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 90147 members 
Mstep: Class 20 contains 13872 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 49703 members 
Mstep: Class 24 contains 12002 members 
Mstep: Class 25 contains 8242 members 
Mstep: Class 26 contains 38313 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 82615 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 32258 members 
Mstep: Class 34 contains 130447 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17825 members 
Mstep: Class 37 contains 7402 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730704.000000 Penalty: 88477.945312
Iteration 111Q: 40 clusters Score -1.417307e+08 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37867 members 
Mstep: Class 3 contains 9823 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 30908 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114622 members 
Mstep: Class 9 contains 5174 members 
Mstep: Class 10 contains 15090 members 
Mstep: Class 11 contains 108279 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 13 contains 6119 members 
Mstep: Class 14 contains 124042 members 
Mstep: Class 15 contains 125603 members 
Mstep: Class 16 contains 73040 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 90236 members 
Mstep: Class 20 contains 13870 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 49574 members 
Mstep: Class 24 contains 12012 members 
Mstep: Class 25 contains 8248 members 
Mstep: Class 26 contains 37688 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 603 members 
Mstep: Class 31 contains 83070 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 32064 members 
Mstep: Class 34 contains 129213 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17792 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732256.000000 Penalty: 88477.945312
Iteration 112Q: 40 clusters Score -1.417323e+08 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37840 members 
Mstep: Class 3 contains 9773 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31067 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114525 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 15071 members 
Mstep: Class 11 contains 108443 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 124647 members 
Mstep: Class 15 contains 125603 members 
Mstep: Class 16 contains 73708 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 90287 members 
Mstep: Class 20 contains 13858 members 
Mstep: Class 21 contains 1750 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 49435 members 
Mstep: Class 24 contains 12003 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 37182 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 604 members 
Mstep: Class 31 contains 83527 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31888 members 
Mstep: Class 34 contains 128173 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17765 members 
Mstep: Class 37 contains 7374 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732544.000000 Penalty: 88477.945312
Iteration 113Q: 40 clusters Score -1.417325e+08 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37798 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31182 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114413 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 15053 members 
Mstep: Class 11 contains 108513 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 6106 members 
Mstep: Class 14 contains 125138 members 
Mstep: Class 15 contains 125610 members 
Mstep: Class 16 contains 74416 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 90325 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 49301 members 
Mstep: Class 24 contains 12009 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 36825 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 604 members 
Mstep: Class 31 contains 83932 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31713 members 
Mstep: Class 34 contains 127239 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17748 members 
Mstep: Class 37 contains 7363 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733520.000000 Penalty: 88477.945312
Iteration 114Q: 40 clusters Score -1.417335e+08 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37756 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31290 members 
Mstep: Class 6 contains 4591 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114336 members 
Mstep: Class 9 contains 5192 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 108554 members 
Mstep: Class 12 contains 5004 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 125397 members 
Mstep: Class 15 contains 125682 members 
Mstep: Class 16 contains 75130 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 90299 members 
Mstep: Class 20 contains 13851 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 49199 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 8252 members 
Mstep: Class 26 contains 36592 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 604 members 
Mstep: Class 31 contains 84301 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31558 members 
Mstep: Class 34 contains 126356 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17727 members 
Mstep: Class 37 contains 7358 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734528.000000 Penalty: 88477.945312
Iteration 115Q: 40 clusters Score -1.417345e+08 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37722 members 
Mstep: Class 3 contains 9657 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31376 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114277 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 15026 members 
Mstep: Class 11 contains 108591 members 
Mstep: Class 12 contains 5002 members 
Mstep: Class 13 contains 6092 members 
Mstep: Class 14 contains 125539 members 
Mstep: Class 15 contains 125669 members 
Mstep: Class 16 contains 75907 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 90259 members 
Mstep: Class 20 contains 13865 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 49052 members 
Mstep: Class 24 contains 12032 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 36421 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 605 members 
Mstep: Class 31 contains 84638 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31426 members 
Mstep: Class 34 contains 125627 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17696 members 
Mstep: Class 37 contains 7343 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735488.000000 Penalty: 88477.945312
Iteration 116Q: 40 clusters Score -1.417355e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37692 members 
Mstep: Class 3 contains 9618 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31472 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114195 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 15024 members 
Mstep: Class 11 contains 108608 members 
Mstep: Class 12 contains 5002 members 
Mstep: Class 13 contains 6085 members 
Mstep: Class 14 contains 125541 members 
Mstep: Class 15 contains 125633 members 
Mstep: Class 16 contains 76797 members 
Mstep: Class 17 contains 579 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 90186 members 
Mstep: Class 20 contains 13869 members 
Mstep: Class 21 contains 1792 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48906 members 
Mstep: Class 24 contains 12041 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 36278 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 605 members 
Mstep: Class 31 contains 84942 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31289 members 
Mstep: Class 34 contains 125010 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17663 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736784.000000 Penalty: 88477.945312
Iteration 117Q: 40 clusters Score -1.417368e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37658 members 
Mstep: Class 3 contains 9588 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31556 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114111 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 108611 members 
Mstep: Class 12 contains 5003 members 
Mstep: Class 13 contains 6074 members 
Mstep: Class 14 contains 125423 members 
Mstep: Class 15 contains 125625 members 
Mstep: Class 16 contains 77647 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 2739 members 
Mstep: Class 19 contains 90133 members 
Mstep: Class 20 contains 13879 members 
Mstep: Class 21 contains 1798 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48767 members 
Mstep: Class 24 contains 12058 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 36196 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 605 members 
Mstep: Class 31 contains 85199 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31190 members 
Mstep: Class 34 contains 124461 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17645 members 
Mstep: Class 37 contains 7344 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737360.000000 Penalty: 88477.945312
Iteration 118Q: 40 clusters Score -1.417374e+08 nChanged 3550
Entering ConstructFrom: 
Score: -141737360.000000 Penalty: 88477.945312
Entering ConstructFrom: 
Trying to split cluster 1 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -17540.460938 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -17540.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16766.119141 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -16766.12 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17187.822266 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -17187.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17343.617188 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -17343.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17403.578125 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -17403.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17415.484375 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -17415.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17439.947266 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -17439.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17461.748047 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -17461.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17488.783203 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -17488.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17500.958984 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -17500.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17516.871094 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -17516.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17522.328125 Penalty: 1921.008911
	Iteration 10F: 3 clusters Score -17522.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17535.257812 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -17535.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17544.681641 Penalty: 1921.008911
	Iteration 12Q: 3 clusters Score -17544.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17545.832031 Penalty: 1921.008911
	Iteration 13Q: 3 clusters Score -17545.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17545.832031 Penalty: 1921.008911
	Iteration 14F: 3 clusters Score -17545.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 124017 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
Score: -141737040.000000 Penalty: 90746.617188
Splitting cluster 1 changes total score from -141737360.000000 to -141737040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (37634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Entering Unmasked Estep 
Score: -4668648.500000 Penalty: 1712.045288
	Iteration 0F: 2 clusters Score -4668648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4643478.500000 Penalty: 3424.090576
	Iteration 0F: 3 clusters Score -4643478 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4653419.500000 Penalty: 3424.090576
	Iteration 1F: 3 clusters Score -4653420 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4653972.500000 Penalty: 3424.090576
	Iteration 2Q: 3 clusters Score -4653972 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4654586.000000 Penalty: 3424.090576
	Iteration 3Q: 3 clusters Score -4654586 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4655438.000000 Penalty: 3424.090576
	Iteration 4Q: 3 clusters Score -4655438 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4656797.000000 Penalty: 3424.090576
	Iteration 5F: 3 clusters Score -4656797 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -4658872.500000 Penalty: 3424.090576
	Iteration 6F: 3 clusters Score -4658872 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4661344.000000 Penalty: 3424.090576
	Iteration 7F: 3 clusters Score -4661344 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4663689.000000 Penalty: 3424.090576
	Iteration 8F: 3 clusters Score -4663689 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4665471.000000 Penalty: 3424.090576
	Iteration 9F: 3 clusters Score -4665471 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4666442.000000 Penalty: 3424.090576
	Iteration 10Q: 3 clusters Score -4666442 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4667102.000000 Penalty: 3424.090576
	Iteration 11Q: 3 clusters Score -4667102 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4667573.000000 Penalty: 3424.090576
	Iteration 12Q: 3 clusters Score -4667573 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4667835.000000 Penalty: 3424.090576
	Iteration 13Q: 3 clusters Score -4667835 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4667938.000000 Penalty: 3424.090576
	Iteration 14Q: 3 clusters Score -4667938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -4667993.500000 Penalty: 3424.090576
	Iteration 15Q: 3 clusters Score -4667994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -4668025.000000 Penalty: 3424.090576
	Iteration 16Q: 3 clusters Score -4668025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4668038.000000 Penalty: 3424.090576
	Iteration 17Q: 3 clusters Score -4668038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4668055.500000 Penalty: 3424.090576
	Iteration 18Q: 3 clusters Score -4668056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4668062.500000 Penalty: 3424.090576
	Iteration 19Q: 3 clusters Score -4668062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4668080.500000 Penalty: 3424.090576
	Iteration 20F: 3 clusters Score -4668080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4668089.000000 Penalty: 3424.090576
	Iteration 21Q: 3 clusters Score -4668089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -4668100.000000 Penalty: 3424.090576
	Iteration 22Q: 3 clusters Score -4668100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4668093.500000 Penalty: 3424.090576
	Iteration 23Q: 3 clusters Score -4668094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4668098.000000 Penalty: 3424.090576
	Iteration 24Q: 3 clusters Score -4668098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4668099.000000 Penalty: 3424.090576
	Iteration 25Q: 3 clusters Score -4668099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4668103.500000 Penalty: 3424.090576
	Iteration 26Q: 3 clusters Score -4668104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4668106.500000 Penalty: 3424.090576
	Iteration 27Q: 3 clusters Score -4668106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4668104.000000 Penalty: 3424.090576
	Iteration 28Q: 3 clusters Score -4668104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4668103.000000 Penalty: 3424.090576
	Iteration 29Q: 3 clusters Score -4668103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4668100.500000 Penalty: 3424.090576
	Iteration 30Q: 3 clusters Score -4668100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4668100.500000 Penalty: 3424.090576
	Iteration 31F: 3 clusters Score -4668100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -1173666.125000 Penalty: 1489.351196
	Iteration 0F: 2 clusters Score -1173666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1166719.500000 Penalty: 2978.702393
	Iteration 0F: 3 clusters Score -1166720 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1168870.625000 Penalty: 2978.702393
	Iteration 1F: 3 clusters Score -1168871 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1169133.500000 Penalty: 2978.702393
	Iteration 2F: 3 clusters Score -1169134 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1169397.250000 Penalty: 2978.702393
	Iteration 3F: 3 clusters Score -1169397 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1169664.625000 Penalty: 2978.702393
	Iteration 4F: 3 clusters Score -1169665 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1169988.250000 Penalty: 2978.702393
	Iteration 5F: 3 clusters Score -1169988 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1170401.250000 Penalty: 2978.702393
	Iteration 6F: 3 clusters Score -1170401 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1170825.625000 Penalty: 2978.702393
	Iteration 7F: 3 clusters Score -1170826 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1171243.000000 Penalty: 2978.702393
	Iteration 8F: 3 clusters Score -1171243 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1171605.125000 Penalty: 2978.702393
	Iteration 9F: 3 clusters Score -1171605 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1171971.500000 Penalty: 2978.702393
	Iteration 10Q: 3 clusters Score -1171972 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1172229.500000 Penalty: 2978.702393
	Iteration 11Q: 3 clusters Score -1172230 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1172413.375000 Penalty: 2978.702393
	Iteration 12Q: 3 clusters Score -1172413 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1172534.000000 Penalty: 2978.702393
	Iteration 13Q: 3 clusters Score -1172534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1172641.375000 Penalty: 2978.702393
	Iteration 14Q: 3 clusters Score -1172641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1172727.375000 Penalty: 2978.702393
	Iteration 15Q: 3 clusters Score -1172727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1172811.625000 Penalty: 2978.702393
	Iteration 16Q: 3 clusters Score -1172812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1172886.125000 Penalty: 2978.702393
	Iteration 17Q: 3 clusters Score -1172886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1172939.625000 Penalty: 2978.702393
	Iteration 18Q: 3 clusters Score -1172940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1172996.500000 Penalty: 2978.702393
	Iteration 19Q: 3 clusters Score -1172996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1173038.125000 Penalty: 2978.702393
	Iteration 20F: 3 clusters Score -1173038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1173071.375000 Penalty: 2978.702393
	Iteration 21Q: 3 clusters Score -1173071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1173085.375000 Penalty: 2978.702393
	Iteration 22Q: 3 clusters Score -1173085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1173096.625000 Penalty: 2978.702393
	Iteration 23Q: 3 clusters Score -1173097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1173097.000000 Penalty: 2978.702393
	Iteration 24Q: 3 clusters Score -1173097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1173099.000000 Penalty: 2978.702393
	Iteration 25Q: 3 clusters Score -1173099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1173101.250000 Penalty: 2978.702393
	Iteration 26Q: 3 clusters Score -1173101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1173102.875000 Penalty: 2978.702393
	Iteration 27Q: 3 clusters Score -1173103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1173102.875000 Penalty: 2978.702393
	Iteration 28F: 3 clusters Score -1173103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31619.333984 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -31619.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30887.412109 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -30887.41 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31255.919922 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -31255.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31433.191406 Penalty: 1906.602051
	Iteration 2F: 3 clusters Score -31433.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31516.058594 Penalty: 1906.602051
	Iteration 3Q: 3 clusters Score -31516.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31599.359375 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -31599.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31647.193359 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -31647.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31686.046875 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -31686.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31695.636719 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -31695.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31726.613281 Penalty: 1906.602051
	Iteration 8Q: 3 clusters Score -31726.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31736.156250 Penalty: 1906.602051
	Iteration 9Q: 3 clusters Score -31736.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31758.898438 Penalty: 1906.602051
	Iteration 10Q: 3 clusters Score -31758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31826.189453 Penalty: 1906.602051
	Iteration 11Q: 3 clusters Score -31826.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31844.218750 Penalty: 1906.602051
	Iteration 12Q: 3 clusters Score -31844.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31950.144531 Penalty: 1906.602051
	Iteration 13Q: 3 clusters Score -31950.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32022.406250 Penalty: 1906.602051
	Iteration 14Q: 3 clusters Score -32022.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32030.251953 Penalty: 1906.602051
	Iteration 15Q: 3 clusters Score -32030.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32040.925781 Penalty: 1906.602051
	Iteration 16Q: 3 clusters Score -32040.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32040.925781 Penalty: 1906.602051
	Iteration 17F: 3 clusters Score -32040.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 124017 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 205 members 
Entering Unmasked Estep 
Score: -141737296.000000 Penalty: 90746.617188
Splitting cluster 4 changes total score from -141737360.000000 to -141737296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (31613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Entering Unmasked Estep 
Score: -3999934.500000 Penalty: 1683.715088
	Iteration 0F: 2 clusters Score -3999934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3978847.750000 Penalty: 3367.430176
	Iteration 0F: 3 clusters Score -3978848 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3986824.750000 Penalty: 3367.430176
	Iteration 1F: 3 clusters Score -3986825 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3987405.500000 Penalty: 3367.430176
	Iteration 2Q: 3 clusters Score -3987406 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3988049.000000 Penalty: 3367.430176
	Iteration 3F: 3 clusters Score -3988049 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3988759.250000 Penalty: 3367.430176
	Iteration 4F: 3 clusters Score -3988759 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3989551.750000 Penalty: 3367.430176
	Iteration 5F: 3 clusters Score -3989552 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3990518.000000 Penalty: 3367.430176
	Iteration 6F: 3 clusters Score -3990518 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3991568.500000 Penalty: 3367.430176
	Iteration 7F: 3 clusters Score -3991568 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3992472.250000 Penalty: 3367.430176
	Iteration 8Q: 3 clusters Score -3992472 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3993315.750000 Penalty: 3367.430176
	Iteration 9Q: 3 clusters Score -3993316 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3994063.500000 Penalty: 3367.430176
	Iteration 10Q: 3 clusters Score -3994064 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3994637.000000 Penalty: 3367.430176
	Iteration 11Q: 3 clusters Score -3994637 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3995091.750000 Penalty: 3367.430176
	Iteration 12Q: 3 clusters Score -3995092 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3995416.000000 Penalty: 3367.430176
	Iteration 13Q: 3 clusters Score -3995416 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3995666.500000 Penalty: 3367.430176
	Iteration 14Q: 3 clusters Score -3995666 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3995851.250000 Penalty: 3367.430176
	Iteration 15Q: 3 clusters Score -3995851 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -3996005.500000 Penalty: 3367.430176
	Iteration 16Q: 3 clusters Score -3996006 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3996138.750000 Penalty: 3367.430176
	Iteration 17Q: 3 clusters Score -3996139 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3996278.000000 Penalty: 3367.430176
	Iteration 18Q: 3 clusters Score -3996278 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3996436.250000 Penalty: 3367.430176
	Iteration 19Q: 3 clusters Score -3996436 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3996575.000000 Penalty: 3367.430176
	Iteration 20F: 3 clusters Score -3996575 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3996738.250000 Penalty: 3367.430176
	Iteration 21Q: 3 clusters Score -3996738 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3996907.000000 Penalty: 3367.430176
	Iteration 22Q: 3 clusters Score -3996907 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3997064.000000 Penalty: 3367.430176
	Iteration 23Q: 3 clusters Score -3997064 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3997202.250000 Penalty: 3367.430176
	Iteration 24Q: 3 clusters Score -3997202 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3997314.750000 Penalty: 3367.430176
	Iteration 25Q: 3 clusters Score -3997315 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3997391.750000 Penalty: 3367.430176
	Iteration 26Q: 3 clusters Score -3997392 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3997469.250000 Penalty: 3367.430176
	Iteration 27Q: 3 clusters Score -3997469 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3997526.500000 Penalty: 3367.430176
	Iteration 28Q: 3 clusters Score -3997526 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3997576.250000 Penalty: 3367.430176
	Iteration 29Q: 3 clusters Score -3997576 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3997639.750000 Penalty: 3367.430176
	Iteration 30Q: 3 clusters Score -3997640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3997685.000000 Penalty: 3367.430176
	Iteration 31Q: 3 clusters Score -3997685 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3997711.500000 Penalty: 3367.430176
	Iteration 32Q: 3 clusters Score -3997712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3997761.500000 Penalty: 3367.430176
	Iteration 33Q: 3 clusters Score -3997762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3997785.250000 Penalty: 3367.430176
	Iteration 34Q: 3 clusters Score -3997785 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3997816.500000 Penalty: 3367.430176
	Iteration 35Q: 3 clusters Score -3997816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3997842.250000 Penalty: 3367.430176
	Iteration 36Q: 3 clusters Score -3997842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3997872.000000 Penalty: 3367.430176
	Iteration 37Q: 3 clusters Score -3997872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3997897.750000 Penalty: 3367.430176
	Iteration 38Q: 3 clusters Score -3997898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3997925.000000 Penalty: 3367.430176
	Iteration 39Q: 3 clusters Score -3997925 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3997947.000000 Penalty: 3367.430176
	Iteration 40F: 3 clusters Score -3997947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3997963.250000 Penalty: 3367.430176
	Iteration 41Q: 3 clusters Score -3997963 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3997982.000000 Penalty: 3367.430176
	Iteration 42Q: 3 clusters Score -3997982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3998000.250000 Penalty: 3367.430176
	Iteration 43Q: 3 clusters Score -3998000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3998019.250000 Penalty: 3367.430176
	Iteration 44Q: 3 clusters Score -3998019 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3998025.750000 Penalty: 3367.430176
	Iteration 45Q: 3 clusters Score -3998026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3998033.500000 Penalty: 3367.430176
	Iteration 46Q: 3 clusters Score -3998034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3998039.750000 Penalty: 3367.430176
	Iteration 47Q: 3 clusters Score -3998040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3998055.500000 Penalty: 3367.430176
	Iteration 48Q: 3 clusters Score -3998056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3998074.750000 Penalty: 3367.430176
	Iteration 49Q: 3 clusters Score -3998075 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3998083.000000 Penalty: 3367.430176
	Iteration 50Q: 3 clusters Score -3998083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3998095.500000 Penalty: 3367.430176
	Iteration 51Q: 3 clusters Score -3998096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3998114.000000 Penalty: 3367.430176
	Iteration 52Q: 3 clusters Score -3998114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3998114.000000 Penalty: 3367.430176
	Iteration 53Q: 3 clusters Score -3998114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3998130.000000 Penalty: 3367.430176
	Iteration 54Q: 3 clusters Score -3998130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3998132.500000 Penalty: 3367.430176
	Iteration 55Q: 3 clusters Score -3998132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3998151.000000 Penalty: 3367.430176
	Iteration 56Q: 3 clusters Score -3998151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3998158.250000 Penalty: 3367.430176
	Iteration 57Q: 3 clusters Score -3998158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3998175.750000 Penalty: 3367.430176
	Iteration 58Q: 3 clusters Score -3998176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3998172.750000 Penalty: 3367.430176
	Iteration 59Q: 3 clusters Score -3998173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3998174.250000 Penalty: 3367.430176
	Iteration 60F: 3 clusters Score -3998174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3998187.250000 Penalty: 3367.430176
	Iteration 61Q: 3 clusters Score -3998187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3998198.000000 Penalty: 3367.430176
	Iteration 62Q: 3 clusters Score -3998198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3998197.000000 Penalty: 3367.430176
	Iteration 63Q: 3 clusters Score -3998197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3998202.000000 Penalty: 3367.430176
	Iteration 64Q: 3 clusters Score -3998202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3998207.250000 Penalty: 3367.430176
	Iteration 65Q: 3 clusters Score -3998207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3998212.000000 Penalty: 3367.430176
	Iteration 66Q: 3 clusters Score -3998212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3998218.250000 Penalty: 3367.430176
	Iteration 67Q: 3 clusters Score -3998218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3998230.750000 Penalty: 3367.430176
	Iteration 68Q: 3 clusters Score -3998231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3998238.000000 Penalty: 3367.430176
	Iteration 69Q: 3 clusters Score -3998238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3998239.250000 Penalty: 3367.430176
	Iteration 70Q: 3 clusters Score -3998239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3998238.000000 Penalty: 3367.430176
	Iteration 71Q: 3 clusters Score -3998238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3998254.750000 Penalty: 3367.430176
	Iteration 72Q: 3 clusters Score -3998255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3998264.000000 Penalty: 3367.430176
	Iteration 73Q: 3 clusters Score -3998264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3998271.500000 Penalty: 3367.430176
	Iteration 74Q: 3 clusters Score -3998272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3998286.000000 Penalty: 3367.430176
	Iteration 75Q: 3 clusters Score -3998286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3998289.250000 Penalty: 3367.430176
	Iteration 76Q: 3 clusters Score -3998289 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3998309.750000 Penalty: 3367.430176
	Iteration 77Q: 3 clusters Score -3998310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3998323.500000 Penalty: 3367.430176
	Iteration 78Q: 3 clusters Score -3998324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3998332.750000 Penalty: 3367.430176
	Iteration 79Q: 3 clusters Score -3998333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3998339.750000 Penalty: 3367.430176
	Iteration 80F: 3 clusters Score -3998340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3998346.000000 Penalty: 3367.430176
	Iteration 81Q: 3 clusters Score -3998346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3998355.750000 Penalty: 3367.430176
	Iteration 82Q: 3 clusters Score -3998356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3998367.250000 Penalty: 3367.430176
	Iteration 83Q: 3 clusters Score -3998367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3998371.250000 Penalty: 3367.430176
	Iteration 84Q: 3 clusters Score -3998371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3998380.500000 Penalty: 3367.430176
	Iteration 85Q: 3 clusters Score -3998380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3998389.750000 Penalty: 3367.430176
	Iteration 86Q: 3 clusters Score -3998390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3998386.250000 Penalty: 3367.430176
	Iteration 87Q: 3 clusters Score -3998386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3998391.250000 Penalty: 3367.430176
	Iteration 88Q: 3 clusters Score -3998391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3998405.000000 Penalty: 3367.430176
	Iteration 89Q: 3 clusters Score -3998405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3998408.500000 Penalty: 3367.430176
	Iteration 90Q: 3 clusters Score -3998408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3998428.750000 Penalty: 3367.430176
	Iteration 91Q: 3 clusters Score -3998429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3998446.250000 Penalty: 3367.430176
	Iteration 92Q: 3 clusters Score -3998446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3998455.750000 Penalty: 3367.430176
	Iteration 93Q: 3 clusters Score -3998456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3998466.750000 Penalty: 3367.430176
	Iteration 94Q: 3 clusters Score -3998467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3998477.750000 Penalty: 3367.430176
	Iteration 95Q: 3 clusters Score -3998478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3998478.500000 Penalty: 3367.430176
	Iteration 96Q: 3 clusters Score -3998478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3998478.000000 Penalty: 3367.430176
	Iteration 97Q: 3 clusters Score -3998478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3998485.000000 Penalty: 3367.430176
	Iteration 98Q: 3 clusters Score -3998485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3998488.500000 Penalty: 3367.430176
	Iteration 99Q: 3 clusters Score -3998488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3998486.250000 Penalty: 3367.430176
	Iteration 100F: 3 clusters Score -3998486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3998487.250000 Penalty: 3367.430176
	Iteration 101Q: 3 clusters Score -3998487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3998496.250000 Penalty: 3367.430176
	Iteration 102Q: 3 clusters Score -3998496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3998501.250000 Penalty: 3367.430176
	Iteration 103Q: 3 clusters Score -3998501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3998507.250000 Penalty: 3367.430176
	Iteration 104Q: 3 clusters Score -3998507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3998501.750000 Penalty: 3367.430176
	Iteration 105Q: 3 clusters Score -3998502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3998513.000000 Penalty: 3367.430176
	Iteration 106Q: 3 clusters Score -3998513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3998514.500000 Penalty: 3367.430176
	Iteration 107Q: 3 clusters Score -3998514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3998528.250000 Penalty: 3367.430176
	Iteration 108Q: 3 clusters Score -3998528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3998534.000000 Penalty: 3367.430176
	Iteration 109Q: 3 clusters Score -3998534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3998538.250000 Penalty: 3367.430176
	Iteration 110Q: 3 clusters Score -3998538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3998550.000000 Penalty: 3367.430176
	Iteration 111Q: 3 clusters Score -3998550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3998555.500000 Penalty: 3367.430176
	Iteration 112Q: 3 clusters Score -3998556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3998554.750000 Penalty: 3367.430176
	Iteration 113Q: 3 clusters Score -3998555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3998559.250000 Penalty: 3367.430176
	Iteration 114Q: 3 clusters Score -3998559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3998560.000000 Penalty: 3367.430176
	Iteration 115Q: 3 clusters Score -3998560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3998561.500000 Penalty: 3367.430176
	Iteration 116Q: 3 clusters Score -3998562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3998563.000000 Penalty: 3367.430176
	Iteration 117Q: 3 clusters Score -3998563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3998566.500000 Penalty: 3367.430176
	Iteration 118Q: 3 clusters Score -3998566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3998568.000000 Penalty: 3367.430176
	Iteration 119Q: 3 clusters Score -3998568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3998566.250000 Penalty: 3367.430176
	Iteration 120F: 3 clusters Score -3998566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3998567.500000 Penalty: 3367.430176
	Iteration 121Q: 3 clusters Score -3998568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3998568.750000 Penalty: 3367.430176
	Iteration 122Q: 3 clusters Score -3998569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3998570.500000 Penalty: 3367.430176
	Iteration 123Q: 3 clusters Score -3998570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3998572.250000 Penalty: 3367.430176
	Iteration 124Q: 3 clusters Score -3998572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3998579.000000 Penalty: 3367.430176
	Iteration 125Q: 3 clusters Score -3998579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3998577.250000 Penalty: 3367.430176
	Iteration 126Q: 3 clusters Score -3998577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3998576.750000 Penalty: 3367.430176
	Iteration 127Q: 3 clusters Score -3998577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3998577.000000 Penalty: 3367.430176
	Iteration 128Q: 3 clusters Score -3998577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3998577.750000 Penalty: 3367.430176
	Iteration 129Q: 3 clusters Score -3998578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3998576.750000 Penalty: 3367.430176
	Iteration 130Q: 3 clusters Score -3998577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3998575.250000 Penalty: 3367.430176
	Iteration 131Q: 3 clusters Score -3998575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3998580.000000 Penalty: 3367.430176
	Iteration 132Q: 3 clusters Score -3998580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3998577.500000 Penalty: 3367.430176
	Iteration 133Q: 3 clusters Score -3998578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3998577.500000 Penalty: 3367.430176
	Iteration 134Q: 3 clusters Score -3998578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3998579.500000 Penalty: 3367.430176
	Iteration 135Q: 3 clusters Score -3998580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3998582.750000 Penalty: 3367.430176
	Iteration 136Q: 3 clusters Score -3998583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3998582.750000 Penalty: 3367.430176
	Iteration 137F: 3 clusters Score -3998583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -547665.125000 Penalty: 1370.494263
	Iteration 0F: 2 clusters Score -547665.1 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 2271 members 
Entering Unmasked Estep 
Score: -543927.250000 Penalty: 2740.988525
	Iteration 0F: 3 clusters Score -543927.2 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -545108.375000 Penalty: 2740.988525
	Iteration 1F: 3 clusters Score -545108.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -545509.500000 Penalty: 2740.988525
	Iteration 2F: 3 clusters Score -545509.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -545979.687500 Penalty: 2740.988525
	Iteration 3F: 3 clusters Score -545979.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -546410.875000 Penalty: 2740.988525
	Iteration 4F: 3 clusters Score -546410.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -546712.000000 Penalty: 2740.988525
	Iteration 5F: 3 clusters Score -546712 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -546916.125000 Penalty: 2740.988525
	Iteration 6F: 3 clusters Score -546916.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -547051.687500 Penalty: 2740.988525
	Iteration 7Q: 3 clusters Score -547051.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -547129.875000 Penalty: 2740.988525
	Iteration 8Q: 3 clusters Score -547129.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -547204.062500 Penalty: 2740.988525
	Iteration 9Q: 3 clusters Score -547204.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -547256.000000 Penalty: 2740.988525
	Iteration 10Q: 3 clusters Score -547256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -547284.062500 Penalty: 2740.988525
	Iteration 11Q: 3 clusters Score -547284.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -547303.375000 Penalty: 2740.988525
	Iteration 12Q: 3 clusters Score -547303.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -547319.125000 Penalty: 2740.988525
	Iteration 13Q: 3 clusters Score -547319.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -547331.250000 Penalty: 2740.988525
	Iteration 14Q: 3 clusters Score -547331.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -547341.312500 Penalty: 2740.988525
	Iteration 15Q: 3 clusters Score -547341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -547347.375000 Penalty: 2740.988525
	Iteration 16Q: 3 clusters Score -547347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -547348.750000 Penalty: 2740.988525
	Iteration 17Q: 3 clusters Score -547348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -547351.312500 Penalty: 2740.988525
	Iteration 18Q: 3 clusters Score -547351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -547352.750000 Penalty: 2740.988525
	Iteration 19Q: 3 clusters Score -547352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -547353.875000 Penalty: 2740.988525
	Iteration 20F: 3 clusters Score -547353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -547355.875000 Penalty: 2740.988525
	Iteration 21Q: 3 clusters Score -547355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -547356.437500 Penalty: 2740.988525
	Iteration 22Q: 3 clusters Score -547356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -547357.625000 Penalty: 2740.988525
	Iteration 23Q: 3 clusters Score -547357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -547358.687500 Penalty: 2740.988525
	Iteration 24Q: 3 clusters Score -547358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -547360.687500 Penalty: 2740.988525
	Iteration 25Q: 3 clusters Score -547360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -547361.500000 Penalty: 2740.988525
	Iteration 26Q: 3 clusters Score -547361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -547362.125000 Penalty: 2740.988525
	Iteration 27Q: 3 clusters Score -547362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -547362.125000 Penalty: 2740.988525
	Iteration 28F: 3 clusters Score -547362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -31862.888672 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -31862.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30921.986328 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -30921.99 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31259.785156 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -31259.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31515.238281 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -31515.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31595.865234 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -31595.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31679.960938 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -31679.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31721.580078 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -31721.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31740.816406 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -31740.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31753.845703 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -31753.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31768.191406 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -31768.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31798.873047 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -31798.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31806.794922 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -31806.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31809.996094 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -31810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31823.621094 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -31823.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31824.753906 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -31824.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31824.753906 Penalty: 1966.163452
	Iteration 14F: 3 clusters Score -31824.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (114098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Entering Unmasked Estep 
Score: -14322633.000000 Penalty: 1892.282104
	Iteration 0F: 2 clusters Score -1.432263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -14248813.000000 Penalty: 3784.564209
	Iteration 0F: 3 clusters Score -1.424881e+07 nChanged 54842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -14282267.000000 Penalty: 3784.564209
	Iteration 1F: 3 clusters Score -1.428227e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -14284204.000000 Penalty: 3784.564209
	Iteration 2Q: 3 clusters Score -1.42842e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -14286744.000000 Penalty: 3784.564209
	Iteration 3Q: 3 clusters Score -1.428674e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -14290008.000000 Penalty: 3784.564209
	Iteration 4F: 3 clusters Score -1.429001e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -14293675.000000 Penalty: 3784.564209
	Iteration 5F: 3 clusters Score -1.429368e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -14297594.000000 Penalty: 3784.564209
	Iteration 6F: 3 clusters Score -1.429759e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -14301377.000000 Penalty: 3784.564209
	Iteration 7F: 3 clusters Score -1.430138e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -14304431.000000 Penalty: 3784.564209
	Iteration 8Q: 3 clusters Score -1.430443e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -14306182.000000 Penalty: 3784.564209
	Iteration 9Q: 3 clusters Score -1.430618e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -14306994.000000 Penalty: 3784.564209
	Iteration 10Q: 3 clusters Score -1.430699e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -14307430.000000 Penalty: 3784.564209
	Iteration 11Q: 3 clusters Score -1.430743e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -14307510.000000 Penalty: 3784.564209
	Iteration 12Q: 3 clusters Score -1.430751e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -14307583.000000 Penalty: 3784.564209
	Iteration 13Q: 3 clusters Score -1.430758e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -14307698.000000 Penalty: 3784.564209
	Iteration 14Q: 3 clusters Score -1.43077e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -14307868.000000 Penalty: 3784.564209
	Iteration 15Q: 3 clusters Score -1.430787e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67617 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -14307979.000000 Penalty: 3784.564209
	Iteration 16Q: 3 clusters Score -1.430798e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -14308064.000000 Penalty: 3784.564209
	Iteration 17Q: 3 clusters Score -1.430806e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -14308195.000000 Penalty: 3784.564209
	Iteration 18Q: 3 clusters Score -1.43082e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -14308252.000000 Penalty: 3784.564209
	Iteration 19Q: 3 clusters Score -1.430825e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -14308306.000000 Penalty: 3784.564209
	Iteration 20F: 3 clusters Score -1.430831e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -14308408.000000 Penalty: 3784.564209
	Iteration 21Q: 3 clusters Score -1.430841e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -14308505.000000 Penalty: 3784.564209
	Iteration 22Q: 3 clusters Score -1.43085e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -14308561.000000 Penalty: 3784.564209
	Iteration 23Q: 3 clusters Score -1.430856e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -14308653.000000 Penalty: 3784.564209
	Iteration 24Q: 3 clusters Score -1.430865e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -14308724.000000 Penalty: 3784.564209
	Iteration 25Q: 3 clusters Score -1.430872e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -14308801.000000 Penalty: 3784.564209
	Iteration 26Q: 3 clusters Score -1.43088e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -14308826.000000 Penalty: 3784.564209
	Iteration 27Q: 3 clusters Score -1.430883e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -14308875.000000 Penalty: 3784.564209
	Iteration 28Q: 3 clusters Score -1.430888e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -14309010.000000 Penalty: 3784.564209
	Iteration 29Q: 3 clusters Score -1.430901e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -14309056.000000 Penalty: 3784.564209
	Iteration 30Q: 3 clusters Score -1.430906e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -14309151.000000 Penalty: 3784.564209
	Iteration 31Q: 3 clusters Score -1.430915e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -14309114.000000 Penalty: 3784.564209
	Iteration 32Q: 3 clusters Score -1.430911e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -14309149.000000 Penalty: 3784.564209
	Iteration 33Q: 3 clusters Score -1.430915e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -14309211.000000 Penalty: 3784.564209
	Iteration 34Q: 3 clusters Score -1.430921e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -14309316.000000 Penalty: 3784.564209
	Iteration 35Q: 3 clusters Score -1.430932e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -14309357.000000 Penalty: 3784.564209
	Iteration 36Q: 3 clusters Score -1.430936e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -14309409.000000 Penalty: 3784.564209
	Iteration 37Q: 3 clusters Score -1.430941e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -14309460.000000 Penalty: 3784.564209
	Iteration 38Q: 3 clusters Score -1.430946e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -14309528.000000 Penalty: 3784.564209
	Iteration 39Q: 3 clusters Score -1.430953e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -14309613.000000 Penalty: 3784.564209
	Iteration 40F: 3 clusters Score -1.430961e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -14309673.000000 Penalty: 3784.564209
	Iteration 41Q: 3 clusters Score -1.430967e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -14309706.000000 Penalty: 3784.564209
	Iteration 42Q: 3 clusters Score -1.430971e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -14309753.000000 Penalty: 3784.564209
	Iteration 43Q: 3 clusters Score -1.430975e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -14309819.000000 Penalty: 3784.564209
	Iteration 44Q: 3 clusters Score -1.430982e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -14309895.000000 Penalty: 3784.564209
	Iteration 45Q: 3 clusters Score -1.43099e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -14309942.000000 Penalty: 3784.564209
	Iteration 46Q: 3 clusters Score -1.430994e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -14309961.000000 Penalty: 3784.564209
	Iteration 47Q: 3 clusters Score -1.430996e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -14310017.000000 Penalty: 3784.564209
	Iteration 48Q: 3 clusters Score -1.431002e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -14310046.000000 Penalty: 3784.564209
	Iteration 49Q: 3 clusters Score -1.431005e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -14310088.000000 Penalty: 3784.564209
	Iteration 50Q: 3 clusters Score -1.431009e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -14310157.000000 Penalty: 3784.564209
	Iteration 51Q: 3 clusters Score -1.431016e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -14310178.000000 Penalty: 3784.564209
	Iteration 52Q: 3 clusters Score -1.431018e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -14310215.000000 Penalty: 3784.564209
	Iteration 53Q: 3 clusters Score -1.431022e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -14310251.000000 Penalty: 3784.564209
	Iteration 54Q: 3 clusters Score -1.431025e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -14310293.000000 Penalty: 3784.564209
	Iteration 55Q: 3 clusters Score -1.431029e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -14310266.000000 Penalty: 3784.564209
	Iteration 56Q: 3 clusters Score -1.431027e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -14310316.000000 Penalty: 3784.564209
	Iteration 57Q: 3 clusters Score -1.431032e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -14310305.000000 Penalty: 3784.564209
	Iteration 58Q: 3 clusters Score -1.43103e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -14310304.000000 Penalty: 3784.564209
	Iteration 59Q: 3 clusters Score -1.43103e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -14310328.000000 Penalty: 3784.564209
	Iteration 60F: 3 clusters Score -1.431033e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -14310362.000000 Penalty: 3784.564209
	Iteration 61Q: 3 clusters Score -1.431036e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -14310352.000000 Penalty: 3784.564209
	Iteration 62Q: 3 clusters Score -1.431035e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -14310377.000000 Penalty: 3784.564209
	Iteration 63Q: 3 clusters Score -1.431038e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -14310384.000000 Penalty: 3784.564209
	Iteration 64Q: 3 clusters Score -1.431038e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -14310424.000000 Penalty: 3784.564209
	Iteration 65Q: 3 clusters Score -1.431042e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -14310410.000000 Penalty: 3784.564209
	Iteration 66Q: 3 clusters Score -1.431041e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -14310447.000000 Penalty: 3784.564209
	Iteration 67Q: 3 clusters Score -1.431045e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -14310413.000000 Penalty: 3784.564209
	Iteration 68Q: 3 clusters Score -1.431041e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -14310438.000000 Penalty: 3784.564209
	Iteration 69Q: 3 clusters Score -1.431044e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -14310474.000000 Penalty: 3784.564209
	Iteration 70Q: 3 clusters Score -1.431047e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -14310529.000000 Penalty: 3784.564209
	Iteration 71Q: 3 clusters Score -1.431053e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -14310543.000000 Penalty: 3784.564209
	Iteration 72Q: 3 clusters Score -1.431054e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -14310594.000000 Penalty: 3784.564209
	Iteration 73Q: 3 clusters Score -1.431059e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -14310604.000000 Penalty: 3784.564209
	Iteration 74Q: 3 clusters Score -1.43106e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -14310630.000000 Penalty: 3784.564209
	Iteration 75Q: 3 clusters Score -1.431063e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -14310652.000000 Penalty: 3784.564209
	Iteration 76Q: 3 clusters Score -1.431065e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -14310660.000000 Penalty: 3784.564209
	Iteration 77Q: 3 clusters Score -1.431066e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -14310669.000000 Penalty: 3784.564209
	Iteration 78Q: 3 clusters Score -1.431067e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -14310719.000000 Penalty: 3784.564209
	Iteration 79Q: 3 clusters Score -1.431072e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -14310746.000000 Penalty: 3784.564209
	Iteration 80F: 3 clusters Score -1.431075e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -14310748.000000 Penalty: 3784.564209
	Iteration 81Q: 3 clusters Score -1.431075e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -14310732.000000 Penalty: 3784.564209
	Iteration 82Q: 3 clusters Score -1.431073e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -14310739.000000 Penalty: 3784.564209
	Iteration 83Q: 3 clusters Score -1.431074e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -14310767.000000 Penalty: 3784.564209
	Iteration 84Q: 3 clusters Score -1.431077e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -14310784.000000 Penalty: 3784.564209
	Iteration 85Q: 3 clusters Score -1.431078e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -14310805.000000 Penalty: 3784.564209
	Iteration 86Q: 3 clusters Score -1.43108e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -14310823.000000 Penalty: 3784.564209
	Iteration 87Q: 3 clusters Score -1.431082e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -14310830.000000 Penalty: 3784.564209
	Iteration 88Q: 3 clusters Score -1.431083e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -14310795.000000 Penalty: 3784.564209
	Iteration 89Q: 3 clusters Score -1.43108e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -14310813.000000 Penalty: 3784.564209
	Iteration 90Q: 3 clusters Score -1.431081e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -14310814.000000 Penalty: 3784.564209
	Iteration 91Q: 3 clusters Score -1.431081e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -14310846.000000 Penalty: 3784.564209
	Iteration 92Q: 3 clusters Score -1.431085e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -14310840.000000 Penalty: 3784.564209
	Iteration 93Q: 3 clusters Score -1.431084e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -14310830.000000 Penalty: 3784.564209
	Iteration 94Q: 3 clusters Score -1.431083e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -14310835.000000 Penalty: 3784.564209
	Iteration 95Q: 3 clusters Score -1.431084e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -14310829.000000 Penalty: 3784.564209
	Iteration 96Q: 3 clusters Score -1.431083e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -14310851.000000 Penalty: 3784.564209
	Iteration 97Q: 3 clusters Score -1.431085e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -14310883.000000 Penalty: 3784.564209
	Iteration 98Q: 3 clusters Score -1.431088e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -14310860.000000 Penalty: 3784.564209
	Iteration 99Q: 3 clusters Score -1.431086e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -14310874.000000 Penalty: 3784.564209
	Iteration 100F: 3 clusters Score -1.431087e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -14310905.000000 Penalty: 3784.564209
	Iteration 101Q: 3 clusters Score -1.43109e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -14310942.000000 Penalty: 3784.564209
	Iteration 102Q: 3 clusters Score -1.431094e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -14310962.000000 Penalty: 3784.564209
	Iteration 103Q: 3 clusters Score -1.431096e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -14310989.000000 Penalty: 3784.564209
	Iteration 104Q: 3 clusters Score -1.431099e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -14311014.000000 Penalty: 3784.564209
	Iteration 105Q: 3 clusters Score -1.431101e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -14311071.000000 Penalty: 3784.564209
	Iteration 106Q: 3 clusters Score -1.431107e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -14311057.000000 Penalty: 3784.564209
	Iteration 107Q: 3 clusters Score -1.431106e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -14311109.000000 Penalty: 3784.564209
	Iteration 108Q: 3 clusters Score -1.431111e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -14311191.000000 Penalty: 3784.564209
	Iteration 109Q: 3 clusters Score -1.431119e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -14311220.000000 Penalty: 3784.564209
	Iteration 110Q: 3 clusters Score -1.431122e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -14311262.000000 Penalty: 3784.564209
	Iteration 111Q: 3 clusters Score -1.431126e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -14311419.000000 Penalty: 3784.564209
	Iteration 112Q: 3 clusters Score -1.431142e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -14311590.000000 Penalty: 3784.564209
	Iteration 113Q: 3 clusters Score -1.431159e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -14311760.000000 Penalty: 3784.564209
	Iteration 114Q: 3 clusters Score -1.431176e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -14312002.000000 Penalty: 3784.564209
	Iteration 115Q: 3 clusters Score -1.4312e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -14312223.000000 Penalty: 3784.564209
	Iteration 116Q: 3 clusters Score -1.431222e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -14312412.000000 Penalty: 3784.564209
	Iteration 117Q: 3 clusters Score -1.431241e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -14312640.000000 Penalty: 3784.564209
	Iteration 118Q: 3 clusters Score -1.431264e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -14313034.000000 Penalty: 3784.564209
	Iteration 119Q: 3 clusters Score -1.431303e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -14313436.000000 Penalty: 3784.564209
	Iteration 120F: 3 clusters Score -1.431344e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -14313710.000000 Penalty: 3784.564209
	Iteration 121Q: 3 clusters Score -1.431371e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -14314118.000000 Penalty: 3784.564209
	Iteration 122Q: 3 clusters Score -1.431412e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -14314594.000000 Penalty: 3784.564209
	Iteration 123Q: 3 clusters Score -1.431459e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -14315014.000000 Penalty: 3784.564209
	Iteration 124Q: 3 clusters Score -1.431501e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -14315541.000000 Penalty: 3784.564209
	Iteration 125Q: 3 clusters Score -1.431554e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -14316113.000000 Penalty: 3784.564209
	Iteration 126Q: 3 clusters Score -1.431611e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -14316610.000000 Penalty: 3784.564209
	Iteration 127Q: 3 clusters Score -1.431661e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -14317200.000000 Penalty: 3784.564209
	Iteration 128Q: 3 clusters Score -1.43172e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -14317696.000000 Penalty: 3784.564209
	Iteration 129Q: 3 clusters Score -1.43177e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -14318146.000000 Penalty: 3784.564209
	Iteration 130Q: 3 clusters Score -1.431815e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -14318621.000000 Penalty: 3784.564209
	Iteration 131Q: 3 clusters Score -1.431862e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -14319097.000000 Penalty: 3784.564209
	Iteration 132Q: 3 clusters Score -1.43191e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -14319596.000000 Penalty: 3784.564209
	Iteration 133Q: 3 clusters Score -1.43196e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 97854 members 
Entering Unmasked Estep 
Score: -14319944.000000 Penalty: 3784.564209
	Iteration 134Q: 3 clusters Score -1.431994e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -14320347.000000 Penalty: 3784.564209
	Iteration 135Q: 3 clusters Score -1.432035e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -14320695.000000 Penalty: 3784.564209
	Iteration 136Q: 3 clusters Score -1.43207e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -14320936.000000 Penalty: 3784.564209
	Iteration 137Q: 3 clusters Score -1.432094e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -14321156.000000 Penalty: 3784.564209
	Iteration 138Q: 3 clusters Score -1.432116e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -14321459.000000 Penalty: 3784.564209
	Iteration 139Q: 3 clusters Score -1.432146e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -14321732.000000 Penalty: 3784.564209
	Iteration 140F: 3 clusters Score -1.432173e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -14321945.000000 Penalty: 3784.564209
	Iteration 141Q: 3 clusters Score -1.432194e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -14322056.000000 Penalty: 3784.564209
	Iteration 142Q: 3 clusters Score -1.432206e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -14322159.000000 Penalty: 3784.564209
	Iteration 143Q: 3 clusters Score -1.432216e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -14322276.000000 Penalty: 3784.564209
	Iteration 144Q: 3 clusters Score -1.432228e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 108662 members 
Entering Unmasked Estep 
Score: -14322278.000000 Penalty: 3784.564209
	Iteration 145Q: 3 clusters Score -1.432228e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -14322293.000000 Penalty: 3784.564209
	Iteration 146Q: 3 clusters Score -1.432229e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -14322325.000000 Penalty: 3784.564209
	Iteration 147Q: 3 clusters Score -1.432232e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -14322297.000000 Penalty: 3784.564209
	Iteration 148Q: 3 clusters Score -1.43223e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -14322277.000000 Penalty: 3784.564209
	Iteration 149Q: 3 clusters Score -1.432228e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -14322211.000000 Penalty: 3784.564209
	Iteration 150Q: 3 clusters Score -1.432221e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -14322132.000000 Penalty: 3784.564209
	Iteration 151Q: 3 clusters Score -1.432213e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 111553 members 
Entering Unmasked Estep 
Score: -14322117.000000 Penalty: 3784.564209
	Iteration 152Q: 3 clusters Score -1.432212e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 111751 members 
Entering Unmasked Estep 
Score: -14322066.000000 Penalty: 3784.564209
	Iteration 153Q: 3 clusters Score -1.432207e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -14322092.000000 Penalty: 3784.564209
	Iteration 154Q: 3 clusters Score -1.432209e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -14322075.000000 Penalty: 3784.564209
	Iteration 155Q: 3 clusters Score -1.432208e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -14322057.000000 Penalty: 3784.564209
	Iteration 156Q: 3 clusters Score -1.432206e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -14322030.000000 Penalty: 3784.564209
	Iteration 157Q: 3 clusters Score -1.432203e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 112387 members 
Entering Unmasked Estep 
Score: -14322033.000000 Penalty: 3784.564209
	Iteration 158Q: 3 clusters Score -1.432203e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -14322007.000000 Penalty: 3784.564209
	Iteration 159Q: 3 clusters Score -1.432201e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -14321999.000000 Penalty: 3784.564209
	Iteration 160F: 3 clusters Score -1.4322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -14321964.000000 Penalty: 3784.564209
	Iteration 161Q: 3 clusters Score -1.432196e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 112614 members 
Entering Unmasked Estep 
Score: -14321958.000000 Penalty: 3784.564209
	Iteration 162Q: 3 clusters Score -1.432196e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 112660 members 
Entering Unmasked Estep 
Score: -14321941.000000 Penalty: 3784.564209
	Iteration 163Q: 3 clusters Score -1.432194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 112699 members 
Entering Unmasked Estep 
Score: -14321917.000000 Penalty: 3784.564209
	Iteration 164Q: 3 clusters Score -1.432192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -14321932.000000 Penalty: 3784.564209
	Iteration 165Q: 3 clusters Score -1.432193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -14321916.000000 Penalty: 3784.564209
	Iteration 166Q: 3 clusters Score -1.432192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -14321916.000000 Penalty: 3784.564209
	Iteration 167Q: 3 clusters Score -1.432192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 112805 members 
Entering Unmasked Estep 
Score: -14321907.000000 Penalty: 3784.564209
	Iteration 168Q: 3 clusters Score -1.432191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -14321900.000000 Penalty: 3784.564209
	Iteration 169Q: 3 clusters Score -1.43219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -14321902.000000 Penalty: 3784.564209
	Iteration 170Q: 3 clusters Score -1.43219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 112861 members 
Entering Unmasked Estep 
Score: -14321889.000000 Penalty: 3784.564209
	Iteration 171Q: 3 clusters Score -1.432189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -14321894.000000 Penalty: 3784.564209
	Iteration 172Q: 3 clusters Score -1.432189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 112895 members 
Entering Unmasked Estep 
Score: -14321890.000000 Penalty: 3784.564209
	Iteration 173Q: 3 clusters Score -1.432189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 112910 members 
Entering Unmasked Estep 
Score: -14321884.000000 Penalty: 3784.564209
	Iteration 174Q: 3 clusters Score -1.432188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 112922 members 
Entering Unmasked Estep 
Score: -14321896.000000 Penalty: 3784.564209
	Iteration 175Q: 3 clusters Score -1.43219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -14321885.000000 Penalty: 3784.564209
	Iteration 176Q: 3 clusters Score -1.432188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 112943 members 
Entering Unmasked Estep 
Score: -14321883.000000 Penalty: 3784.564209
	Iteration 177Q: 3 clusters Score -1.432188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -14321891.000000 Penalty: 3784.564209
	Iteration 178Q: 3 clusters Score -1.432189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -14321887.000000 Penalty: 3784.564209
	Iteration 179Q: 3 clusters Score -1.432189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -14321882.000000 Penalty: 3784.564209
	Iteration 180F: 3 clusters Score -1.432188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -14321883.000000 Penalty: 3784.564209
	Iteration 181Q: 3 clusters Score -1.432188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 112955 members 
Entering Unmasked Estep 
Score: -14321884.000000 Penalty: 3784.564209
	Iteration 182Q: 3 clusters Score -1.432188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -14321882.000000 Penalty: 3784.564209
	Iteration 183Q: 3 clusters Score -1.432188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -14321883.000000 Penalty: 3784.564209
	Iteration 184Q: 3 clusters Score -1.432188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -14321883.000000 Penalty: 3784.564209
	Iteration 185F: 3 clusters Score -1.432188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -619740.000000 Penalty: 1390.510986
	Iteration 0F: 2 clusters Score -619740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -615602.687500 Penalty: 2781.021973
	Iteration 0F: 3 clusters Score -615602.7 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -616800.500000 Penalty: 2781.021973
	Iteration 1F: 3 clusters Score -616800.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -616975.000000 Penalty: 2781.021973
	Iteration 2F: 3 clusters Score -616975 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -617082.000000 Penalty: 2781.021973
	Iteration 3Q: 3 clusters Score -617082 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -617160.437500 Penalty: 2781.021973
	Iteration 4Q: 3 clusters Score -617160.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -617229.375000 Penalty: 2781.021973
	Iteration 5Q: 3 clusters Score -617229.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -617300.937500 Penalty: 2781.021973
	Iteration 6Q: 3 clusters Score -617300.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -617374.375000 Penalty: 2781.021973
	Iteration 7Q: 3 clusters Score -617374.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -617443.875000 Penalty: 2781.021973
	Iteration 8Q: 3 clusters Score -617443.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -617506.125000 Penalty: 2781.021973
	Iteration 9Q: 3 clusters Score -617506.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -617577.375000 Penalty: 2781.021973
	Iteration 10Q: 3 clusters Score -617577.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -617643.875000 Penalty: 2781.021973
	Iteration 11Q: 3 clusters Score -617643.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -617696.125000 Penalty: 2781.021973
	Iteration 12Q: 3 clusters Score -617696.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -617734.187500 Penalty: 2781.021973
	Iteration 13Q: 3 clusters Score -617734.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -617777.875000 Penalty: 2781.021973
	Iteration 14Q: 3 clusters Score -617777.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -617833.937500 Penalty: 2781.021973
	Iteration 15Q: 3 clusters Score -617833.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -617884.250000 Penalty: 2781.021973
	Iteration 16Q: 3 clusters Score -617884.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -617929.812500 Penalty: 2781.021973
	Iteration 17Q: 3 clusters Score -617929.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -617980.875000 Penalty: 2781.021973
	Iteration 18Q: 3 clusters Score -617980.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -618034.375000 Penalty: 2781.021973
	Iteration 19Q: 3 clusters Score -618034.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -618087.312500 Penalty: 2781.021973
	Iteration 20F: 3 clusters Score -618087.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -618120.937500 Penalty: 2781.021973
	Iteration 21Q: 3 clusters Score -618120.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -618144.312500 Penalty: 2781.021973
	Iteration 22Q: 3 clusters Score -618144.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -618158.812500 Penalty: 2781.021973
	Iteration 23Q: 3 clusters Score -618158.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -618174.187500 Penalty: 2781.021973
	Iteration 24Q: 3 clusters Score -618174.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -618186.125000 Penalty: 2781.021973
	Iteration 25Q: 3 clusters Score -618186.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -618194.437500 Penalty: 2781.021973
	Iteration 26Q: 3 clusters Score -618194.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -618203.312500 Penalty: 2781.021973
	Iteration 27Q: 3 clusters Score -618203.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -618212.000000 Penalty: 2781.021973
	Iteration 28Q: 3 clusters Score -618212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -618218.937500 Penalty: 2781.021973
	Iteration 29Q: 3 clusters Score -618218.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -618227.312500 Penalty: 2781.021973
	Iteration 30Q: 3 clusters Score -618227.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -618236.125000 Penalty: 2781.021973
	Iteration 31Q: 3 clusters Score -618236.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -618243.187500 Penalty: 2781.021973
	Iteration 32Q: 3 clusters Score -618243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -618251.750000 Penalty: 2781.021973
	Iteration 33Q: 3 clusters Score -618251.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -618261.875000 Penalty: 2781.021973
	Iteration 34Q: 3 clusters Score -618261.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -618272.437500 Penalty: 2781.021973
	Iteration 35Q: 3 clusters Score -618272.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -618283.875000 Penalty: 2781.021973
	Iteration 36Q: 3 clusters Score -618283.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -618289.437500 Penalty: 2781.021973
	Iteration 37Q: 3 clusters Score -618289.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -618296.500000 Penalty: 2781.021973
	Iteration 38Q: 3 clusters Score -618296.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -618302.750000 Penalty: 2781.021973
	Iteration 39Q: 3 clusters Score -618302.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -618308.437500 Penalty: 2781.021973
	Iteration 40F: 3 clusters Score -618308.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -618316.937500 Penalty: 2781.021973
	Iteration 41Q: 3 clusters Score -618316.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -618329.000000 Penalty: 2781.021973
	Iteration 42Q: 3 clusters Score -618329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -618337.937500 Penalty: 2781.021973
	Iteration 43Q: 3 clusters Score -618337.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -618347.875000 Penalty: 2781.021973
	Iteration 44Q: 3 clusters Score -618347.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -618358.812500 Penalty: 2781.021973
	Iteration 45Q: 3 clusters Score -618358.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -618369.812500 Penalty: 2781.021973
	Iteration 46Q: 3 clusters Score -618369.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -618380.750000 Penalty: 2781.021973
	Iteration 47Q: 3 clusters Score -618380.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -618392.250000 Penalty: 2781.021973
	Iteration 48Q: 3 clusters Score -618392.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -618408.812500 Penalty: 2781.021973
	Iteration 49Q: 3 clusters Score -618408.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -618428.625000 Penalty: 2781.021973
	Iteration 50Q: 3 clusters Score -618428.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -618450.875000 Penalty: 2781.021973
	Iteration 51Q: 3 clusters Score -618450.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -618483.250000 Penalty: 2781.021973
	Iteration 52Q: 3 clusters Score -618483.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -618527.875000 Penalty: 2781.021973
	Iteration 53Q: 3 clusters Score -618527.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -618589.000000 Penalty: 2781.021973
	Iteration 54Q: 3 clusters Score -618589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -618659.250000 Penalty: 2781.021973
	Iteration 55Q: 3 clusters Score -618659.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -618756.937500 Penalty: 2781.021973
	Iteration 56Q: 3 clusters Score -618756.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -618868.937500 Penalty: 2781.021973
	Iteration 57Q: 3 clusters Score -618868.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -618960.875000 Penalty: 2781.021973
	Iteration 58Q: 3 clusters Score -618960.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -619022.625000 Penalty: 2781.021973
	Iteration 59Q: 3 clusters Score -619022.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -619064.687500 Penalty: 2781.021973
	Iteration 60F: 3 clusters Score -619064.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -619087.375000 Penalty: 2781.021973
	Iteration 61Q: 3 clusters Score -619087.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -619102.187500 Penalty: 2781.021973
	Iteration 62Q: 3 clusters Score -619102.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -619113.937500 Penalty: 2781.021973
	Iteration 63Q: 3 clusters Score -619113.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -619117.500000 Penalty: 2781.021973
	Iteration 64Q: 3 clusters Score -619117.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -619120.875000 Penalty: 2781.021973
	Iteration 65Q: 3 clusters Score -619120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -619123.125000 Penalty: 2781.021973
	Iteration 66Q: 3 clusters Score -619123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -619122.250000 Penalty: 2781.021973
	Iteration 67Q: 3 clusters Score -619122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -619122.000000 Penalty: 2781.021973
	Iteration 68Q: 3 clusters Score -619122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -619122.000000 Penalty: 2781.021973
	Iteration 69F: 3 clusters Score -619122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Entering Unmasked Estep 
Score: -1835563.250000 Penalty: 1562.568359
	Iteration 0F: 2 clusters Score -1835563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1825183.250000 Penalty: 3125.136719
	Iteration 0F: 3 clusters Score -1825183 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1829017.125000 Penalty: 3125.136719
	Iteration 1F: 3 clusters Score -1829017 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1829479.625000 Penalty: 3125.136719
	Iteration 2F: 3 clusters Score -1829480 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1829871.625000 Penalty: 3125.136719
	Iteration 3F: 3 clusters Score -1829872 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1830232.375000 Penalty: 3125.136719
	Iteration 4F: 3 clusters Score -1830232 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1830599.875000 Penalty: 3125.136719
	Iteration 5Q: 3 clusters Score -1830600 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1830975.875000 Penalty: 3125.136719
	Iteration 6Q: 3 clusters Score -1830976 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1831392.250000 Penalty: 3125.136719
	Iteration 7Q: 3 clusters Score -1831392 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1831775.000000 Penalty: 3125.136719
	Iteration 8Q: 3 clusters Score -1831775 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1832135.875000 Penalty: 3125.136719
	Iteration 9Q: 3 clusters Score -1832136 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1832433.375000 Penalty: 3125.136719
	Iteration 10Q: 3 clusters Score -1832433 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1832652.250000 Penalty: 3125.136719
	Iteration 11Q: 3 clusters Score -1832652 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1832831.625000 Penalty: 3125.136719
	Iteration 12Q: 3 clusters Score -1832832 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1832958.125000 Penalty: 3125.136719
	Iteration 13Q: 3 clusters Score -1832958 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1833035.125000 Penalty: 3125.136719
	Iteration 14Q: 3 clusters Score -1833035 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1833099.875000 Penalty: 3125.136719
	Iteration 15Q: 3 clusters Score -1833100 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1833142.625000 Penalty: 3125.136719
	Iteration 16Q: 3 clusters Score -1833143 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1833194.125000 Penalty: 3125.136719
	Iteration 17Q: 3 clusters Score -1833194 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1833234.250000 Penalty: 3125.136719
	Iteration 18Q: 3 clusters Score -1833234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1833277.250000 Penalty: 3125.136719
	Iteration 19Q: 3 clusters Score -1833277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1833314.875000 Penalty: 3125.136719
	Iteration 20F: 3 clusters Score -1833315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1833350.125000 Penalty: 3125.136719
	Iteration 21Q: 3 clusters Score -1833350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1833381.875000 Penalty: 3125.136719
	Iteration 22Q: 3 clusters Score -1833382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1833418.000000 Penalty: 3125.136719
	Iteration 23Q: 3 clusters Score -1833418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1833440.375000 Penalty: 3125.136719
	Iteration 24Q: 3 clusters Score -1833440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1833462.000000 Penalty: 3125.136719
	Iteration 25Q: 3 clusters Score -1833462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1833492.000000 Penalty: 3125.136719
	Iteration 26Q: 3 clusters Score -1833492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1833517.000000 Penalty: 3125.136719
	Iteration 27Q: 3 clusters Score -1833517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1833538.375000 Penalty: 3125.136719
	Iteration 28Q: 3 clusters Score -1833538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1833565.125000 Penalty: 3125.136719
	Iteration 29Q: 3 clusters Score -1833565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1833598.750000 Penalty: 3125.136719
	Iteration 30Q: 3 clusters Score -1833599 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1833623.250000 Penalty: 3125.136719
	Iteration 31Q: 3 clusters Score -1833623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1833655.750000 Penalty: 3125.136719
	Iteration 32Q: 3 clusters Score -1833656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1833685.375000 Penalty: 3125.136719
	Iteration 33Q: 3 clusters Score -1833685 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1833721.500000 Penalty: 3125.136719
	Iteration 34Q: 3 clusters Score -1833722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1833757.625000 Penalty: 3125.136719
	Iteration 35Q: 3 clusters Score -1833758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1833792.250000 Penalty: 3125.136719
	Iteration 36Q: 3 clusters Score -1833792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1833820.125000 Penalty: 3125.136719
	Iteration 37Q: 3 clusters Score -1833820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1833846.625000 Penalty: 3125.136719
	Iteration 38Q: 3 clusters Score -1833847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1833863.625000 Penalty: 3125.136719
	Iteration 39Q: 3 clusters Score -1833864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1833886.875000 Penalty: 3125.136719
	Iteration 40F: 3 clusters Score -1833887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1833900.000000 Penalty: 3125.136719
	Iteration 41Q: 3 clusters Score -1833900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1833922.375000 Penalty: 3125.136719
	Iteration 42Q: 3 clusters Score -1833922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1833948.750000 Penalty: 3125.136719
	Iteration 43Q: 3 clusters Score -1833949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1833967.250000 Penalty: 3125.136719
	Iteration 44Q: 3 clusters Score -1833967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1833995.250000 Penalty: 3125.136719
	Iteration 45Q: 3 clusters Score -1833995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1834016.250000 Penalty: 3125.136719
	Iteration 46Q: 3 clusters Score -1834016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1834042.125000 Penalty: 3125.136719
	Iteration 47Q: 3 clusters Score -1834042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1834064.500000 Penalty: 3125.136719
	Iteration 48Q: 3 clusters Score -1834064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1834086.000000 Penalty: 3125.136719
	Iteration 49Q: 3 clusters Score -1834086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1834106.625000 Penalty: 3125.136719
	Iteration 50Q: 3 clusters Score -1834107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1834133.625000 Penalty: 3125.136719
	Iteration 51Q: 3 clusters Score -1834134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1834152.875000 Penalty: 3125.136719
	Iteration 52Q: 3 clusters Score -1834153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1834173.250000 Penalty: 3125.136719
	Iteration 53Q: 3 clusters Score -1834173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1834188.125000 Penalty: 3125.136719
	Iteration 54Q: 3 clusters Score -1834188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1834201.750000 Penalty: 3125.136719
	Iteration 55Q: 3 clusters Score -1834202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1834216.375000 Penalty: 3125.136719
	Iteration 56Q: 3 clusters Score -1834216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1834230.875000 Penalty: 3125.136719
	Iteration 57Q: 3 clusters Score -1834231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1834244.500000 Penalty: 3125.136719
	Iteration 58Q: 3 clusters Score -1834244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1834254.500000 Penalty: 3125.136719
	Iteration 59Q: 3 clusters Score -1834254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1834263.375000 Penalty: 3125.136719
	Iteration 60F: 3 clusters Score -1834263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1834269.125000 Penalty: 3125.136719
	Iteration 61Q: 3 clusters Score -1834269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1834279.625000 Penalty: 3125.136719
	Iteration 62Q: 3 clusters Score -1834280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1834285.375000 Penalty: 3125.136719
	Iteration 63Q: 3 clusters Score -1834285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1834290.000000 Penalty: 3125.136719
	Iteration 64Q: 3 clusters Score -1834290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1834292.375000 Penalty: 3125.136719
	Iteration 65Q: 3 clusters Score -1834292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1834299.875000 Penalty: 3125.136719
	Iteration 66Q: 3 clusters Score -1834300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1834306.875000 Penalty: 3125.136719
	Iteration 67Q: 3 clusters Score -1834307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1834306.750000 Penalty: 3125.136719
	Iteration 68Q: 3 clusters Score -1834307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1834314.000000 Penalty: 3125.136719
	Iteration 69Q: 3 clusters Score -1834314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1834318.375000 Penalty: 3125.136719
	Iteration 70Q: 3 clusters Score -1834318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1834321.000000 Penalty: 3125.136719
	Iteration 71Q: 3 clusters Score -1834321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1834323.500000 Penalty: 3125.136719
	Iteration 72Q: 3 clusters Score -1834324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1834323.875000 Penalty: 3125.136719
	Iteration 73Q: 3 clusters Score -1834324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1834325.375000 Penalty: 3125.136719
	Iteration 74Q: 3 clusters Score -1834325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1834326.875000 Penalty: 3125.136719
	Iteration 75Q: 3 clusters Score -1834327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1834324.000000 Penalty: 3125.136719
	Iteration 76Q: 3 clusters Score -1834324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1834328.125000 Penalty: 3125.136719
	Iteration 77Q: 3 clusters Score -1834328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1834328.375000 Penalty: 3125.136719
	Iteration 78Q: 3 clusters Score -1834328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1834327.500000 Penalty: 3125.136719
	Iteration 79Q: 3 clusters Score -1834328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1834327.375000 Penalty: 3125.136719
	Iteration 80F: 3 clusters Score -1834327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1834331.375000 Penalty: 3125.136719
	Iteration 81Q: 3 clusters Score -1834331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1834338.750000 Penalty: 3125.136719
	Iteration 82Q: 3 clusters Score -1834339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1834336.875000 Penalty: 3125.136719
	Iteration 83Q: 3 clusters Score -1834337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1834340.625000 Penalty: 3125.136719
	Iteration 84Q: 3 clusters Score -1834341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1834342.000000 Penalty: 3125.136719
	Iteration 85Q: 3 clusters Score -1834342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1834347.125000 Penalty: 3125.136719
	Iteration 86Q: 3 clusters Score -1834347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1834350.625000 Penalty: 3125.136719
	Iteration 87Q: 3 clusters Score -1834351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1834356.250000 Penalty: 3125.136719
	Iteration 88Q: 3 clusters Score -1834356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1834357.125000 Penalty: 3125.136719
	Iteration 89Q: 3 clusters Score -1834357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1834359.250000 Penalty: 3125.136719
	Iteration 90Q: 3 clusters Score -1834359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1834357.625000 Penalty: 3125.136719
	Iteration 91Q: 3 clusters Score -1834358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1834357.625000 Penalty: 3125.136719
	Iteration 92F: 3 clusters Score -1834358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Entering Unmasked Estep 
Score: -13669830.000000 Penalty: 1884.241943
	Iteration 0F: 2 clusters Score -1.366983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -13599121.000000 Penalty: 3768.483887
	Iteration 0F: 3 clusters Score -1.359912e+07 nChanged 52237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -13628897.000000 Penalty: 3768.483887
	Iteration 1F: 3 clusters Score -1.36289e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -13629950.000000 Penalty: 3768.483887
	Iteration 2Q: 3 clusters Score -1.362995e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -13631684.000000 Penalty: 3768.483887
	Iteration 3Q: 3 clusters Score -1.363168e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -13634081.000000 Penalty: 3768.483887
	Iteration 4Q: 3 clusters Score -1.363408e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -13637185.000000 Penalty: 3768.483887
	Iteration 5F: 3 clusters Score -1.363718e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -13640521.000000 Penalty: 3768.483887
	Iteration 6F: 3 clusters Score -1.364052e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -13643788.000000 Penalty: 3768.483887
	Iteration 7F: 3 clusters Score -1.364379e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -13646745.000000 Penalty: 3768.483887
	Iteration 8F: 3 clusters Score -1.364674e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -13648974.000000 Penalty: 3768.483887
	Iteration 9Q: 3 clusters Score -1.364897e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -13650870.000000 Penalty: 3768.483887
	Iteration 10Q: 3 clusters Score -1.365087e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -13652738.000000 Penalty: 3768.483887
	Iteration 11Q: 3 clusters Score -1.365274e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -13654540.000000 Penalty: 3768.483887
	Iteration 12Q: 3 clusters Score -1.365454e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -13656365.000000 Penalty: 3768.483887
	Iteration 13Q: 3 clusters Score -1.365636e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -13658178.000000 Penalty: 3768.483887
	Iteration 14Q: 3 clusters Score -1.365818e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
Score: -13659866.000000 Penalty: 3768.483887
	Iteration 15Q: 3 clusters Score -1.365987e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -13661376.000000 Penalty: 3768.483887
	Iteration 16Q: 3 clusters Score -1.366138e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -13662778.000000 Penalty: 3768.483887
	Iteration 17Q: 3 clusters Score -1.366278e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -13663842.000000 Penalty: 3768.483887
	Iteration 18Q: 3 clusters Score -1.366384e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -13664624.000000 Penalty: 3768.483887
	Iteration 19Q: 3 clusters Score -1.366462e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -13665290.000000 Penalty: 3768.483887
	Iteration 20F: 3 clusters Score -1.366529e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -13665766.000000 Penalty: 3768.483887
	Iteration 21Q: 3 clusters Score -1.366577e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -13666175.000000 Penalty: 3768.483887
	Iteration 22Q: 3 clusters Score -1.366618e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -13666510.000000 Penalty: 3768.483887
	Iteration 23Q: 3 clusters Score -1.366651e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -13666919.000000 Penalty: 3768.483887
	Iteration 24Q: 3 clusters Score -1.366692e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -13667191.000000 Penalty: 3768.483887
	Iteration 25Q: 3 clusters Score -1.366719e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -13667516.000000 Penalty: 3768.483887
	Iteration 26Q: 3 clusters Score -1.366752e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -13667748.000000 Penalty: 3768.483887
	Iteration 27Q: 3 clusters Score -1.366775e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -13667962.000000 Penalty: 3768.483887
	Iteration 28Q: 3 clusters Score -1.366796e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -13668084.000000 Penalty: 3768.483887
	Iteration 29Q: 3 clusters Score -1.366808e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -13668218.000000 Penalty: 3768.483887
	Iteration 30Q: 3 clusters Score -1.366822e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 104773 members 
Entering Unmasked Estep 
Score: -13668311.000000 Penalty: 3768.483887
	Iteration 31Q: 3 clusters Score -1.366831e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -13668341.000000 Penalty: 3768.483887
	Iteration 32Q: 3 clusters Score -1.366834e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -13668449.000000 Penalty: 3768.483887
	Iteration 33Q: 3 clusters Score -1.366845e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -13668481.000000 Penalty: 3768.483887
	Iteration 34Q: 3 clusters Score -1.366848e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -13668547.000000 Penalty: 3768.483887
	Iteration 35Q: 3 clusters Score -1.366855e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -13668575.000000 Penalty: 3768.483887
	Iteration 36Q: 3 clusters Score -1.366858e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -13668572.000000 Penalty: 3768.483887
	Iteration 37Q: 3 clusters Score -1.366857e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -13668601.000000 Penalty: 3768.483887
	Iteration 38Q: 3 clusters Score -1.36686e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -13668602.000000 Penalty: 3768.483887
	Iteration 39Q: 3 clusters Score -1.36686e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -13668587.000000 Penalty: 3768.483887
	Iteration 40F: 3 clusters Score -1.366859e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -13668597.000000 Penalty: 3768.483887
	Iteration 41Q: 3 clusters Score -1.36686e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -13668600.000000 Penalty: 3768.483887
	Iteration 42Q: 3 clusters Score -1.36686e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -13668607.000000 Penalty: 3768.483887
	Iteration 43Q: 3 clusters Score -1.366861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 106594 members 
Entering Unmasked Estep 
Score: -13668610.000000 Penalty: 3768.483887
	Iteration 44Q: 3 clusters Score -1.366861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -13668635.000000 Penalty: 3768.483887
	Iteration 45Q: 3 clusters Score -1.366864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -13668643.000000 Penalty: 3768.483887
	Iteration 46Q: 3 clusters Score -1.366864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -13668651.000000 Penalty: 3768.483887
	Iteration 47Q: 3 clusters Score -1.366865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -13668665.000000 Penalty: 3768.483887
	Iteration 48Q: 3 clusters Score -1.366866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -13668669.000000 Penalty: 3768.483887
	Iteration 49Q: 3 clusters Score -1.366867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -13668679.000000 Penalty: 3768.483887
	Iteration 50Q: 3 clusters Score -1.366868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
Score: -13668675.000000 Penalty: 3768.483887
	Iteration 51Q: 3 clusters Score -1.366868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -13668663.000000 Penalty: 3768.483887
	Iteration 52Q: 3 clusters Score -1.366866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -13668681.000000 Penalty: 3768.483887
	Iteration 53Q: 3 clusters Score -1.366868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -13668665.000000 Penalty: 3768.483887
	Iteration 54Q: 3 clusters Score -1.366866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -13668669.000000 Penalty: 3768.483887
	Iteration 55Q: 3 clusters Score -1.366867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -13668671.000000 Penalty: 3768.483887
	Iteration 56Q: 3 clusters Score -1.366867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -13668677.000000 Penalty: 3768.483887
	Iteration 57Q: 3 clusters Score -1.366868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 106904 members 
Entering Unmasked Estep 
Score: -13668677.000000 Penalty: 3768.483887
	Iteration 58Q: 3 clusters Score -1.366868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -13668669.000000 Penalty: 3768.483887
	Iteration 59Q: 3 clusters Score -1.366867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -13668662.000000 Penalty: 3768.483887
	Iteration 60F: 3 clusters Score -1.366866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 106923 members 
Entering Unmasked Estep 
Score: -13668659.000000 Penalty: 3768.483887
	Iteration 61Q: 3 clusters Score -1.366866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -13668665.000000 Penalty: 3768.483887
	Iteration 62Q: 3 clusters Score -1.366866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -13668660.000000 Penalty: 3768.483887
	Iteration 63Q: 3 clusters Score -1.366866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 106936 members 
Entering Unmasked Estep 
Score: -13668657.000000 Penalty: 3768.483887
	Iteration 64Q: 3 clusters Score -1.366866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -13668675.000000 Penalty: 3768.483887
	Iteration 65Q: 3 clusters Score -1.366868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -13668691.000000 Penalty: 3768.483887
	Iteration 66Q: 3 clusters Score -1.366869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -13668681.000000 Penalty: 3768.483887
	Iteration 67Q: 3 clusters Score -1.366868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -13668690.000000 Penalty: 3768.483887
	Iteration 68Q: 3 clusters Score -1.366869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -13668689.000000 Penalty: 3768.483887
	Iteration 69Q: 3 clusters Score -1.366869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
Score: -13668696.000000 Penalty: 3768.483887
	Iteration 70Q: 3 clusters Score -1.36687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -13668694.000000 Penalty: 3768.483887
	Iteration 71Q: 3 clusters Score -1.366869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -13668686.000000 Penalty: 3768.483887
	Iteration 72Q: 3 clusters Score -1.366869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -13668693.000000 Penalty: 3768.483887
	Iteration 73Q: 3 clusters Score -1.366869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -13668684.000000 Penalty: 3768.483887
	Iteration 74Q: 3 clusters Score -1.366868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -13668687.000000 Penalty: 3768.483887
	Iteration 75Q: 3 clusters Score -1.366869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -13668687.000000 Penalty: 3768.483887
	Iteration 76F: 3 clusters Score -1.366869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -607301.500000 Penalty: 1384.043823
	Iteration 0F: 2 clusters Score -607301.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -603338.062500 Penalty: 2768.087646
	Iteration 0F: 3 clusters Score -603338.1 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -604492.687500 Penalty: 2768.087646
	Iteration 1F: 3 clusters Score -604492.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -604704.875000 Penalty: 2768.087646
	Iteration 2F: 3 clusters Score -604704.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -604882.750000 Penalty: 2768.087646
	Iteration 3F: 3 clusters Score -604882.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -605079.437500 Penalty: 2768.087646
	Iteration 4F: 3 clusters Score -605079.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -605296.437500 Penalty: 2768.087646
	Iteration 5F: 3 clusters Score -605296.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -605524.562500 Penalty: 2768.087646
	Iteration 6F: 3 clusters Score -605524.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -605732.875000 Penalty: 2768.087646
	Iteration 7Q: 3 clusters Score -605732.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -605907.437500 Penalty: 2768.087646
	Iteration 8Q: 3 clusters Score -605907.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -606064.375000 Penalty: 2768.087646
	Iteration 9Q: 3 clusters Score -606064.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -606185.625000 Penalty: 2768.087646
	Iteration 10Q: 3 clusters Score -606185.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -606279.625000 Penalty: 2768.087646
	Iteration 11Q: 3 clusters Score -606279.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -606378.375000 Penalty: 2768.087646
	Iteration 12Q: 3 clusters Score -606378.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -606476.750000 Penalty: 2768.087646
	Iteration 13Q: 3 clusters Score -606476.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -606572.562500 Penalty: 2768.087646
	Iteration 14Q: 3 clusters Score -606572.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -606638.437500 Penalty: 2768.087646
	Iteration 15Q: 3 clusters Score -606638.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -606691.062500 Penalty: 2768.087646
	Iteration 16Q: 3 clusters Score -606691.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -606724.812500 Penalty: 2768.087646
	Iteration 17Q: 3 clusters Score -606724.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -606740.000000 Penalty: 2768.087646
	Iteration 18Q: 3 clusters Score -606740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -606746.750000 Penalty: 2768.087646
	Iteration 19Q: 3 clusters Score -606746.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -606753.250000 Penalty: 2768.087646
	Iteration 20F: 3 clusters Score -606753.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -606758.750000 Penalty: 2768.087646
	Iteration 21Q: 3 clusters Score -606758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -606762.812500 Penalty: 2768.087646
	Iteration 22Q: 3 clusters Score -606762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -606765.062500 Penalty: 2768.087646
	Iteration 23Q: 3 clusters Score -606765.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -606769.062500 Penalty: 2768.087646
	Iteration 24Q: 3 clusters Score -606769.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -606770.687500 Penalty: 2768.087646
	Iteration 25Q: 3 clusters Score -606770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -606771.437500 Penalty: 2768.087646
	Iteration 26Q: 3 clusters Score -606771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -606772.437500 Penalty: 2768.087646
	Iteration 27Q: 3 clusters Score -606772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -606774.437500 Penalty: 2768.087646
	Iteration 28Q: 3 clusters Score -606774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -606774.437500 Penalty: 2768.087646
	Iteration 29Q: 3 clusters Score -606774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -606774.437500 Penalty: 2768.087646
	Iteration 30F: 3 clusters Score -606774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -741251.750000 Penalty: 1415.314819
	Iteration 0F: 2 clusters Score -741251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -736591.062500 Penalty: 2830.629639
	Iteration 0F: 3 clusters Score -736591.1 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -738018.687500 Penalty: 2830.629639
	Iteration 1F: 3 clusters Score -738018.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -738237.750000 Penalty: 2830.629639
	Iteration 2F: 3 clusters Score -738237.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -738423.375000 Penalty: 2830.629639
	Iteration 3F: 3 clusters Score -738423.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -738600.437500 Penalty: 2830.629639
	Iteration 4F: 3 clusters Score -738600.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -738794.750000 Penalty: 2830.629639
	Iteration 5F: 3 clusters Score -738794.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -739022.250000 Penalty: 2830.629639
	Iteration 6F: 3 clusters Score -739022.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -739266.625000 Penalty: 2830.629639
	Iteration 7F: 3 clusters Score -739266.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -739474.625000 Penalty: 2830.629639
	Iteration 8Q: 3 clusters Score -739474.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -739630.187500 Penalty: 2830.629639
	Iteration 9Q: 3 clusters Score -739630.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -739772.312500 Penalty: 2830.629639
	Iteration 10Q: 3 clusters Score -739772.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -739877.750000 Penalty: 2830.629639
	Iteration 11Q: 3 clusters Score -739877.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -739957.437500 Penalty: 2830.629639
	Iteration 12Q: 3 clusters Score -739957.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -740023.250000 Penalty: 2830.629639
	Iteration 13Q: 3 clusters Score -740023.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -740097.062500 Penalty: 2830.629639
	Iteration 14Q: 3 clusters Score -740097.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -740158.750000 Penalty: 2830.629639
	Iteration 15Q: 3 clusters Score -740158.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -740211.000000 Penalty: 2830.629639
	Iteration 16Q: 3 clusters Score -740211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -740255.625000 Penalty: 2830.629639
	Iteration 17Q: 3 clusters Score -740255.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -740286.687500 Penalty: 2830.629639
	Iteration 18Q: 3 clusters Score -740286.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -740299.625000 Penalty: 2830.629639
	Iteration 19Q: 3 clusters Score -740299.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -740308.687500 Penalty: 2830.629639
	Iteration 20F: 3 clusters Score -740308.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -740312.875000 Penalty: 2830.629639
	Iteration 21Q: 3 clusters Score -740312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -740318.562500 Penalty: 2830.629639
	Iteration 22Q: 3 clusters Score -740318.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -740321.125000 Penalty: 2830.629639
	Iteration 23Q: 3 clusters Score -740321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -740320.750000 Penalty: 2830.629639
	Iteration 24Q: 3 clusters Score -740320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -740322.687500 Penalty: 2830.629639
	Iteration 25Q: 3 clusters Score -740322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -740325.750000 Penalty: 2830.629639
	Iteration 26Q: 3 clusters Score -740325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -740325.812500 Penalty: 2830.629639
	Iteration 27Q: 3 clusters Score -740325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -740327.062500 Penalty: 2830.629639
	Iteration 28Q: 3 clusters Score -740327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -740326.812500 Penalty: 2830.629639
	Iteration 29Q: 3 clusters Score -740326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -740326.812500 Penalty: 2830.629639
	Iteration 30F: 3 clusters Score -740326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (125159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Entering Unmasked Estep 
Score: -15855782.000000 Penalty: 1907.317749
	Iteration 0F: 2 clusters Score -1.585578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -15777244.000000 Penalty: 3814.635498
	Iteration 0F: 3 clusters Score -1.577724e+07 nChanged 60001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -15813149.000000 Penalty: 3814.635498
	Iteration 1F: 3 clusters Score -1.581315e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -15814939.000000 Penalty: 3814.635498
	Iteration 2Q: 3 clusters Score -1.581494e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -15817817.000000 Penalty: 3814.635498
	Iteration 3F: 3 clusters Score -1.581782e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -15822095.000000 Penalty: 3814.635498
	Iteration 4F: 3 clusters Score -1.58221e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -15828187.000000 Penalty: 3814.635498
	Iteration 5F: 3 clusters Score -1.582819e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -15834569.000000 Penalty: 3814.635498
	Iteration 6F: 3 clusters Score -1.583457e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104995 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -15838766.000000 Penalty: 3814.635498
	Iteration 7F: 3 clusters Score -1.583877e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107040 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -15841679.000000 Penalty: 3814.635498
	Iteration 8Q: 3 clusters Score -1.584168e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -15842939.000000 Penalty: 3814.635498
	Iteration 9Q: 3 clusters Score -1.584294e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -15843468.000000 Penalty: 3814.635498
	Iteration 10Q: 3 clusters Score -1.584347e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -15843652.000000 Penalty: 3814.635498
	Iteration 11Q: 3 clusters Score -1.584365e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -15843900.000000 Penalty: 3814.635498
	Iteration 12Q: 3 clusters Score -1.58439e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -15844169.000000 Penalty: 3814.635498
	Iteration 13Q: 3 clusters Score -1.584417e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109662 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -15844305.000000 Penalty: 3814.635498
	Iteration 14Q: 3 clusters Score -1.58443e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -15844464.000000 Penalty: 3814.635498
	Iteration 15Q: 3 clusters Score -1.584446e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109897 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -15844727.000000 Penalty: 3814.635498
	Iteration 16Q: 3 clusters Score -1.584473e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110004 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -15844920.000000 Penalty: 3814.635498
	Iteration 17Q: 3 clusters Score -1.584492e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -15845036.000000 Penalty: 3814.635498
	Iteration 18Q: 3 clusters Score -1.584504e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -15845193.000000 Penalty: 3814.635498
	Iteration 19Q: 3 clusters Score -1.584519e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -15845317.000000 Penalty: 3814.635498
	Iteration 20F: 3 clusters Score -1.584532e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -15845313.000000 Penalty: 3814.635498
	Iteration 21Q: 3 clusters Score -1.584531e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -15845345.000000 Penalty: 3814.635498
	Iteration 22Q: 3 clusters Score -1.584534e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -15845429.000000 Penalty: 3814.635498
	Iteration 23Q: 3 clusters Score -1.584543e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -15845573.000000 Penalty: 3814.635498
	Iteration 24Q: 3 clusters Score -1.584557e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -15845591.000000 Penalty: 3814.635498
	Iteration 25Q: 3 clusters Score -1.584559e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -15845618.000000 Penalty: 3814.635498
	Iteration 26Q: 3 clusters Score -1.584562e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -15845737.000000 Penalty: 3814.635498
	Iteration 27Q: 3 clusters Score -1.584574e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -15845805.000000 Penalty: 3814.635498
	Iteration 28Q: 3 clusters Score -1.58458e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -15845886.000000 Penalty: 3814.635498
	Iteration 29Q: 3 clusters Score -1.584589e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -15845927.000000 Penalty: 3814.635498
	Iteration 30Q: 3 clusters Score -1.584593e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -15846075.000000 Penalty: 3814.635498
	Iteration 31Q: 3 clusters Score -1.584608e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -15846362.000000 Penalty: 3814.635498
	Iteration 32Q: 3 clusters Score -1.584636e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -15846846.000000 Penalty: 3814.635498
	Iteration 33Q: 3 clusters Score -1.584685e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -15847267.000000 Penalty: 3814.635498
	Iteration 34Q: 3 clusters Score -1.584727e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -15847522.000000 Penalty: 3814.635498
	Iteration 35Q: 3 clusters Score -1.584752e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -15847676.000000 Penalty: 3814.635498
	Iteration 36Q: 3 clusters Score -1.584768e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -15847860.000000 Penalty: 3814.635498
	Iteration 37Q: 3 clusters Score -1.584786e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -15847903.000000 Penalty: 3814.635498
	Iteration 38Q: 3 clusters Score -1.58479e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -15847963.000000 Penalty: 3814.635498
	Iteration 39Q: 3 clusters Score -1.584796e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -15848386.000000 Penalty: 3814.635498
	Iteration 40F: 3 clusters Score -1.584839e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -15848777.000000 Penalty: 3814.635498
	Iteration 41Q: 3 clusters Score -1.584878e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -15849119.000000 Penalty: 3814.635498
	Iteration 42Q: 3 clusters Score -1.584912e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -15849422.000000 Penalty: 3814.635498
	Iteration 43Q: 3 clusters Score -1.584942e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -15849701.000000 Penalty: 3814.635498
	Iteration 44Q: 3 clusters Score -1.58497e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -15849895.000000 Penalty: 3814.635498
	Iteration 45Q: 3 clusters Score -1.58499e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -15850232.000000 Penalty: 3814.635498
	Iteration 46Q: 3 clusters Score -1.585023e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91253 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -15850433.000000 Penalty: 3814.635498
	Iteration 47Q: 3 clusters Score -1.585043e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -15850630.000000 Penalty: 3814.635498
	Iteration 48Q: 3 clusters Score -1.585063e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -15850808.000000 Penalty: 3814.635498
	Iteration 49Q: 3 clusters Score -1.585081e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -15850878.000000 Penalty: 3814.635498
	Iteration 50Q: 3 clusters Score -1.585088e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -15850867.000000 Penalty: 3814.635498
	Iteration 51Q: 3 clusters Score -1.585087e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -15850902.000000 Penalty: 3814.635498
	Iteration 52Q: 3 clusters Score -1.58509e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -15850885.000000 Penalty: 3814.635498
	Iteration 53Q: 3 clusters Score -1.585088e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -15850901.000000 Penalty: 3814.635498
	Iteration 54Q: 3 clusters Score -1.58509e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -15850942.000000 Penalty: 3814.635498
	Iteration 55Q: 3 clusters Score -1.585094e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -15850965.000000 Penalty: 3814.635498
	Iteration 56Q: 3 clusters Score -1.585096e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -15850981.000000 Penalty: 3814.635498
	Iteration 57Q: 3 clusters Score -1.585098e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -15851009.000000 Penalty: 3814.635498
	Iteration 58Q: 3 clusters Score -1.585101e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -15850972.000000 Penalty: 3814.635498
	Iteration 59Q: 3 clusters Score -1.585097e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -15851103.000000 Penalty: 3814.635498
	Iteration 60F: 3 clusters Score -1.58511e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -15851214.000000 Penalty: 3814.635498
	Iteration 61Q: 3 clusters Score -1.585121e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -15851296.000000 Penalty: 3814.635498
	Iteration 62Q: 3 clusters Score -1.58513e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -15851310.000000 Penalty: 3814.635498
	Iteration 63Q: 3 clusters Score -1.585131e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -15851419.000000 Penalty: 3814.635498
	Iteration 64Q: 3 clusters Score -1.585142e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -15851458.000000 Penalty: 3814.635498
	Iteration 65Q: 3 clusters Score -1.585146e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -15851429.000000 Penalty: 3814.635498
	Iteration 66Q: 3 clusters Score -1.585143e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -15851438.000000 Penalty: 3814.635498
	Iteration 67Q: 3 clusters Score -1.585144e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -15851530.000000 Penalty: 3814.635498
	Iteration 68Q: 3 clusters Score -1.585153e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -15851486.000000 Penalty: 3814.635498
	Iteration 69Q: 3 clusters Score -1.585149e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -15851548.000000 Penalty: 3814.635498
	Iteration 70Q: 3 clusters Score -1.585155e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -15851583.000000 Penalty: 3814.635498
	Iteration 71Q: 3 clusters Score -1.585158e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -15851533.000000 Penalty: 3814.635498
	Iteration 72Q: 3 clusters Score -1.585153e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -15851515.000000 Penalty: 3814.635498
	Iteration 73Q: 3 clusters Score -1.585152e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -15851541.000000 Penalty: 3814.635498
	Iteration 74Q: 3 clusters Score -1.585154e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -15851616.000000 Penalty: 3814.635498
	Iteration 75Q: 3 clusters Score -1.585162e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -15851654.000000 Penalty: 3814.635498
	Iteration 76Q: 3 clusters Score -1.585165e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -15851703.000000 Penalty: 3814.635498
	Iteration 77Q: 3 clusters Score -1.58517e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -15851800.000000 Penalty: 3814.635498
	Iteration 78Q: 3 clusters Score -1.58518e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -15851785.000000 Penalty: 3814.635498
	Iteration 79Q: 3 clusters Score -1.585178e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -15851756.000000 Penalty: 3814.635498
	Iteration 80F: 3 clusters Score -1.585176e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -15851803.000000 Penalty: 3814.635498
	Iteration 81Q: 3 clusters Score -1.58518e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -15851698.000000 Penalty: 3814.635498
	Iteration 82Q: 3 clusters Score -1.58517e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -15851472.000000 Penalty: 3814.635498
	Iteration 83Q: 3 clusters Score -1.585147e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -15851243.000000 Penalty: 3814.635498
	Iteration 84Q: 3 clusters Score -1.585124e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -15850815.000000 Penalty: 3814.635498
	Iteration 85Q: 3 clusters Score -1.585082e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -15850600.000000 Penalty: 3814.635498
	Iteration 86Q: 3 clusters Score -1.58506e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -15850225.000000 Penalty: 3814.635498
	Iteration 87Q: 3 clusters Score -1.585022e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -15849844.000000 Penalty: 3814.635498
	Iteration 88Q: 3 clusters Score -1.584984e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -15849538.000000 Penalty: 3814.635498
	Iteration 89Q: 3 clusters Score -1.584954e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -15849217.000000 Penalty: 3814.635498
	Iteration 90Q: 3 clusters Score -1.584922e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -15849019.000000 Penalty: 3814.635498
	Iteration 91Q: 3 clusters Score -1.584902e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -15848698.000000 Penalty: 3814.635498
	Iteration 92Q: 3 clusters Score -1.58487e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -15848523.000000 Penalty: 3814.635498
	Iteration 93Q: 3 clusters Score -1.584852e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -15848062.000000 Penalty: 3814.635498
	Iteration 94Q: 3 clusters Score -1.584806e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -15847604.000000 Penalty: 3814.635498
	Iteration 95Q: 3 clusters Score -1.58476e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -15847236.000000 Penalty: 3814.635498
	Iteration 96Q: 3 clusters Score -1.584724e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -15846936.000000 Penalty: 3814.635498
	Iteration 97Q: 3 clusters Score -1.584694e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -15846603.000000 Penalty: 3814.635498
	Iteration 98Q: 3 clusters Score -1.58466e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -15846381.000000 Penalty: 3814.635498
	Iteration 99Q: 3 clusters Score -1.584638e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -15847739.000000 Penalty: 3814.635498
	Iteration 100F: 3 clusters Score -1.584774e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 105126 members 
Entering Unmasked Estep 
Score: -15846934.000000 Penalty: 3814.635498
	Iteration 101Q: 3 clusters Score -1.584693e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -15847650.000000 Penalty: 3814.635498
	Iteration 102Q: 3 clusters Score -1.584765e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 112761 members 
Entering Unmasked Estep 
Score: -15849605.000000 Penalty: 3814.635498
	Iteration 103Q: 3 clusters Score -1.58496e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -15851096.000000 Penalty: 3814.635498
	Iteration 104Q: 3 clusters Score -1.58511e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -15852202.000000 Penalty: 3814.635498
	Iteration 105Q: 3 clusters Score -1.58522e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 120084 members 
Entering Unmasked Estep 
Score: -15852936.000000 Penalty: 3814.635498
	Iteration 106Q: 3 clusters Score -1.585294e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 121580 members 
Entering Unmasked Estep 
Score: -15853364.000000 Penalty: 3814.635498
	Iteration 107Q: 3 clusters Score -1.585336e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -15853711.000000 Penalty: 3814.635498
	Iteration 108Q: 3 clusters Score -1.585371e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 123358 members 
Entering Unmasked Estep 
Score: -15853889.000000 Penalty: 3814.635498
	Iteration 109Q: 3 clusters Score -1.585389e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 123839 members 
Entering Unmasked Estep 
Score: -15853984.000000 Penalty: 3814.635498
	Iteration 110Q: 3 clusters Score -1.585398e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 124130 members 
Entering Unmasked Estep 
Score: -15854059.000000 Penalty: 3814.635498
	Iteration 111Q: 3 clusters Score -1.585406e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 124302 members 
Entering Unmasked Estep 
Score: -15854146.000000 Penalty: 3814.635498
	Iteration 112Q: 3 clusters Score -1.585415e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 124419 members 
Entering Unmasked Estep 
Score: -15854195.000000 Penalty: 3814.635498
	Iteration 113Q: 3 clusters Score -1.58542e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 124490 members 
Entering Unmasked Estep 
Score: -15854250.000000 Penalty: 3814.635498
	Iteration 114Q: 3 clusters Score -1.585425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 124534 members 
Entering Unmasked Estep 
Score: -15854281.000000 Penalty: 3814.635498
	Iteration 115Q: 3 clusters Score -1.585428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -15854293.000000 Penalty: 3814.635498
	Iteration 116Q: 3 clusters Score -1.585429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 124592 members 
Entering Unmasked Estep 
Score: -15854308.000000 Penalty: 3814.635498
	Iteration 117Q: 3 clusters Score -1.585431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -15854336.000000 Penalty: 3814.635498
	Iteration 118Q: 3 clusters Score -1.585434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -15854351.000000 Penalty: 3814.635498
	Iteration 119Q: 3 clusters Score -1.585435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -15854348.000000 Penalty: 3814.635498
	Iteration 120F: 3 clusters Score -1.585435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -15854345.000000 Penalty: 3814.635498
	Iteration 121Q: 3 clusters Score -1.585434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -15854339.000000 Penalty: 3814.635498
	Iteration 122Q: 3 clusters Score -1.585434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -15854334.000000 Penalty: 3814.635498
	Iteration 123Q: 3 clusters Score -1.585433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -15854341.000000 Penalty: 3814.635498
	Iteration 124Q: 3 clusters Score -1.585434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -15854349.000000 Penalty: 3814.635498
	Iteration 125Q: 3 clusters Score -1.585435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -15854352.000000 Penalty: 3814.635498
	Iteration 126Q: 3 clusters Score -1.585435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -15854341.000000 Penalty: 3814.635498
	Iteration 127Q: 3 clusters Score -1.585434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -15854341.000000 Penalty: 3814.635498
	Iteration 128F: 3 clusters Score -1.585434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (125652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Entering Unmasked Estep 
Score: -15906147.000000 Penalty: 1907.956543
	Iteration 0F: 2 clusters Score -1.590615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -15829266.000000 Penalty: 3815.913086
	Iteration 0F: 3 clusters Score -1.582927e+07 nChanged 60333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -15864985.000000 Penalty: 3815.913086
	Iteration 1F: 3 clusters Score -1.586498e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -15866445.000000 Penalty: 3815.913086
	Iteration 2Q: 3 clusters Score -1.586644e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -15868607.000000 Penalty: 3815.913086
	Iteration 3Q: 3 clusters Score -1.586861e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -15871817.000000 Penalty: 3815.913086
	Iteration 4Q: 3 clusters Score -1.587182e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -15876268.000000 Penalty: 3815.913086
	Iteration 5F: 3 clusters Score -1.587627e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -15881770.000000 Penalty: 3815.913086
	Iteration 6F: 3 clusters Score -1.588177e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -15887867.000000 Penalty: 3815.913086
	Iteration 7F: 3 clusters Score -1.588787e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -15892312.000000 Penalty: 3815.913086
	Iteration 8F: 3 clusters Score -1.589231e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -15895003.000000 Penalty: 3815.913086
	Iteration 9Q: 3 clusters Score -1.5895e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -15896225.000000 Penalty: 3815.913086
	Iteration 10Q: 3 clusters Score -1.589622e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -15896941.000000 Penalty: 3815.913086
	Iteration 11Q: 3 clusters Score -1.589694e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -15897572.000000 Penalty: 3815.913086
	Iteration 12Q: 3 clusters Score -1.589757e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -15898190.000000 Penalty: 3815.913086
	Iteration 13Q: 3 clusters Score -1.589819e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -15898695.000000 Penalty: 3815.913086
	Iteration 14Q: 3 clusters Score -1.58987e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -15899226.000000 Penalty: 3815.913086
	Iteration 15Q: 3 clusters Score -1.589923e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -15899563.000000 Penalty: 3815.913086
	Iteration 16Q: 3 clusters Score -1.589956e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -15900014.000000 Penalty: 3815.913086
	Iteration 17Q: 3 clusters Score -1.590001e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -15900428.000000 Penalty: 3815.913086
	Iteration 18Q: 3 clusters Score -1.590043e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -15900797.000000 Penalty: 3815.913086
	Iteration 19Q: 3 clusters Score -1.59008e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -15901049.000000 Penalty: 3815.913086
	Iteration 20F: 3 clusters Score -1.590105e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -15901422.000000 Penalty: 3815.913086
	Iteration 21Q: 3 clusters Score -1.590142e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -15901621.000000 Penalty: 3815.913086
	Iteration 22Q: 3 clusters Score -1.590162e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -15901842.000000 Penalty: 3815.913086
	Iteration 23Q: 3 clusters Score -1.590184e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -15902181.000000 Penalty: 3815.913086
	Iteration 24Q: 3 clusters Score -1.590218e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110875 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -15902456.000000 Penalty: 3815.913086
	Iteration 25Q: 3 clusters Score -1.590246e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111592 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -15902596.000000 Penalty: 3815.913086
	Iteration 26Q: 3 clusters Score -1.59026e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -15902791.000000 Penalty: 3815.913086
	Iteration 27Q: 3 clusters Score -1.590279e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112881 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -15902930.000000 Penalty: 3815.913086
	Iteration 28Q: 3 clusters Score -1.590293e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113414 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -15903144.000000 Penalty: 3815.913086
	Iteration 29Q: 3 clusters Score -1.590314e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113925 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -15903232.000000 Penalty: 3815.913086
	Iteration 30Q: 3 clusters Score -1.590323e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -15903343.000000 Penalty: 3815.913086
	Iteration 31Q: 3 clusters Score -1.590334e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114833 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -15903441.000000 Penalty: 3815.913086
	Iteration 32Q: 3 clusters Score -1.590344e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -15903585.000000 Penalty: 3815.913086
	Iteration 33Q: 3 clusters Score -1.590358e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -15903687.000000 Penalty: 3815.913086
	Iteration 34Q: 3 clusters Score -1.590369e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115905 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -15903771.000000 Penalty: 3815.913086
	Iteration 35Q: 3 clusters Score -1.590377e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -15903799.000000 Penalty: 3815.913086
	Iteration 36Q: 3 clusters Score -1.59038e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -15903824.000000 Penalty: 3815.913086
	Iteration 37Q: 3 clusters Score -1.590382e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -15903855.000000 Penalty: 3815.913086
	Iteration 38Q: 3 clusters Score -1.590386e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -15903905.000000 Penalty: 3815.913086
	Iteration 39Q: 3 clusters Score -1.59039e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -15903944.000000 Penalty: 3815.913086
	Iteration 40F: 3 clusters Score -1.590394e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117199 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -15903952.000000 Penalty: 3815.913086
	Iteration 41Q: 3 clusters Score -1.590395e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -15903968.000000 Penalty: 3815.913086
	Iteration 42Q: 3 clusters Score -1.590397e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -15903946.000000 Penalty: 3815.913086
	Iteration 43Q: 3 clusters Score -1.590395e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117652 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -15904001.000000 Penalty: 3815.913086
	Iteration 44Q: 3 clusters Score -1.5904e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -15904029.000000 Penalty: 3815.913086
	Iteration 45Q: 3 clusters Score -1.590403e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -15904045.000000 Penalty: 3815.913086
	Iteration 46Q: 3 clusters Score -1.590404e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -15904079.000000 Penalty: 3815.913086
	Iteration 47Q: 3 clusters Score -1.590408e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -15904050.000000 Penalty: 3815.913086
	Iteration 48Q: 3 clusters Score -1.590405e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -15904075.000000 Penalty: 3815.913086
	Iteration 49Q: 3 clusters Score -1.590408e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118488 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -15904077.000000 Penalty: 3815.913086
	Iteration 50Q: 3 clusters Score -1.590408e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -15904082.000000 Penalty: 3815.913086
	Iteration 51Q: 3 clusters Score -1.590408e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -15904081.000000 Penalty: 3815.913086
	Iteration 52Q: 3 clusters Score -1.590408e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -15904108.000000 Penalty: 3815.913086
	Iteration 53Q: 3 clusters Score -1.590411e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118986 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -15904099.000000 Penalty: 3815.913086
	Iteration 54Q: 3 clusters Score -1.59041e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -15904137.000000 Penalty: 3815.913086
	Iteration 55Q: 3 clusters Score -1.590414e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -15904130.000000 Penalty: 3815.913086
	Iteration 56Q: 3 clusters Score -1.590413e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119298 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -15904153.000000 Penalty: 3815.913086
	Iteration 57Q: 3 clusters Score -1.590415e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -15904160.000000 Penalty: 3815.913086
	Iteration 58Q: 3 clusters Score -1.590416e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -15904172.000000 Penalty: 3815.913086
	Iteration 59Q: 3 clusters Score -1.590417e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119629 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -15904222.000000 Penalty: 3815.913086
	Iteration 60F: 3 clusters Score -1.590422e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -15904244.000000 Penalty: 3815.913086
	Iteration 61Q: 3 clusters Score -1.590424e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -15904250.000000 Penalty: 3815.913086
	Iteration 62Q: 3 clusters Score -1.590425e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -15904284.000000 Penalty: 3815.913086
	Iteration 63Q: 3 clusters Score -1.590428e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120007 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -15904281.000000 Penalty: 3815.913086
	Iteration 64Q: 3 clusters Score -1.590428e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -15904307.000000 Penalty: 3815.913086
	Iteration 65Q: 3 clusters Score -1.590431e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120174 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -15904329.000000 Penalty: 3815.913086
	Iteration 66Q: 3 clusters Score -1.590433e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120267 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -15904308.000000 Penalty: 3815.913086
	Iteration 67Q: 3 clusters Score -1.590431e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120341 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -15904370.000000 Penalty: 3815.913086
	Iteration 68Q: 3 clusters Score -1.590437e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -15904381.000000 Penalty: 3815.913086
	Iteration 69Q: 3 clusters Score -1.590438e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -15904383.000000 Penalty: 3815.913086
	Iteration 70Q: 3 clusters Score -1.590438e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -15904389.000000 Penalty: 3815.913086
	Iteration 71Q: 3 clusters Score -1.590439e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -15904393.000000 Penalty: 3815.913086
	Iteration 72Q: 3 clusters Score -1.590439e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120700 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -15904440.000000 Penalty: 3815.913086
	Iteration 73Q: 3 clusters Score -1.590444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120747 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -15904421.000000 Penalty: 3815.913086
	Iteration 74Q: 3 clusters Score -1.590442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -15904427.000000 Penalty: 3815.913086
	Iteration 75Q: 3 clusters Score -1.590443e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -15904419.000000 Penalty: 3815.913086
	Iteration 76Q: 3 clusters Score -1.590442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -15904420.000000 Penalty: 3815.913086
	Iteration 77Q: 3 clusters Score -1.590442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -15904416.000000 Penalty: 3815.913086
	Iteration 78Q: 3 clusters Score -1.590442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120939 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -15904421.000000 Penalty: 3815.913086
	Iteration 79Q: 3 clusters Score -1.590442e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -15904412.000000 Penalty: 3815.913086
	Iteration 80F: 3 clusters Score -1.590441e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121037 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -15904442.000000 Penalty: 3815.913086
	Iteration 81Q: 3 clusters Score -1.590444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -15904458.000000 Penalty: 3815.913086
	Iteration 82Q: 3 clusters Score -1.590446e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121119 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -15904463.000000 Penalty: 3815.913086
	Iteration 83Q: 3 clusters Score -1.590446e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -15904471.000000 Penalty: 3815.913086
	Iteration 84Q: 3 clusters Score -1.590447e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -15904465.000000 Penalty: 3815.913086
	Iteration 85Q: 3 clusters Score -1.590446e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121268 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -15904500.000000 Penalty: 3815.913086
	Iteration 86Q: 3 clusters Score -1.59045e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121319 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -15904518.000000 Penalty: 3815.913086
	Iteration 87Q: 3 clusters Score -1.590452e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121379 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -15904506.000000 Penalty: 3815.913086
	Iteration 88Q: 3 clusters Score -1.590451e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121426 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -15904528.000000 Penalty: 3815.913086
	Iteration 89Q: 3 clusters Score -1.590453e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121467 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -15904507.000000 Penalty: 3815.913086
	Iteration 90Q: 3 clusters Score -1.590451e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121521 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -15904508.000000 Penalty: 3815.913086
	Iteration 91Q: 3 clusters Score -1.590451e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121563 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -15904497.000000 Penalty: 3815.913086
	Iteration 92Q: 3 clusters Score -1.59045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121601 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -15904517.000000 Penalty: 3815.913086
	Iteration 93Q: 3 clusters Score -1.590452e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -15904547.000000 Penalty: 3815.913086
	Iteration 94Q: 3 clusters Score -1.590455e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121679 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -15904543.000000 Penalty: 3815.913086
	Iteration 95Q: 3 clusters Score -1.590454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121726 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -15904558.000000 Penalty: 3815.913086
	Iteration 96Q: 3 clusters Score -1.590456e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -15904570.000000 Penalty: 3815.913086
	Iteration 97Q: 3 clusters Score -1.590457e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121823 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -15904571.000000 Penalty: 3815.913086
	Iteration 98Q: 3 clusters Score -1.590457e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -15904578.000000 Penalty: 3815.913086
	Iteration 99Q: 3 clusters Score -1.590458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -15904559.000000 Penalty: 3815.913086
	Iteration 100F: 3 clusters Score -1.590456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121943 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15904581.000000 Penalty: 3815.913086
	Iteration 101Q: 3 clusters Score -1.590458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -15904577.000000 Penalty: 3815.913086
	Iteration 102Q: 3 clusters Score -1.590458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -15904585.000000 Penalty: 3815.913086
	Iteration 103Q: 3 clusters Score -1.590458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122056 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -15904593.000000 Penalty: 3815.913086
	Iteration 104Q: 3 clusters Score -1.590459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122094 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -15904589.000000 Penalty: 3815.913086
	Iteration 105Q: 3 clusters Score -1.590459e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -15904594.000000 Penalty: 3815.913086
	Iteration 106Q: 3 clusters Score -1.590459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -15904602.000000 Penalty: 3815.913086
	Iteration 107Q: 3 clusters Score -1.59046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -15904594.000000 Penalty: 3815.913086
	Iteration 108Q: 3 clusters Score -1.590459e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122216 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -15904576.000000 Penalty: 3815.913086
	Iteration 109Q: 3 clusters Score -1.590458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122234 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -15904577.000000 Penalty: 3815.913086
	Iteration 110Q: 3 clusters Score -1.590458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -15904593.000000 Penalty: 3815.913086
	Iteration 111Q: 3 clusters Score -1.590459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -15904606.000000 Penalty: 3815.913086
	Iteration 112Q: 3 clusters Score -1.590461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -15904622.000000 Penalty: 3815.913086
	Iteration 113Q: 3 clusters Score -1.590462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122295 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -15904620.000000 Penalty: 3815.913086
	Iteration 114Q: 3 clusters Score -1.590462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122304 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -15904621.000000 Penalty: 3815.913086
	Iteration 115Q: 3 clusters Score -1.590462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122318 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -15904623.000000 Penalty: 3815.913086
	Iteration 116Q: 3 clusters Score -1.590462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -15904621.000000 Penalty: 3815.913086
	Iteration 117Q: 3 clusters Score -1.590462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -15904624.000000 Penalty: 3815.913086
	Iteration 118Q: 3 clusters Score -1.590462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -15904613.000000 Penalty: 3815.913086
	Iteration 119Q: 3 clusters Score -1.590461e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -15904597.000000 Penalty: 3815.913086
	Iteration 120F: 3 clusters Score -1.59046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122446 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -15904604.000000 Penalty: 3815.913086
	Iteration 121Q: 3 clusters Score -1.59046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -15904628.000000 Penalty: 3815.913086
	Iteration 122Q: 3 clusters Score -1.590463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -15904622.000000 Penalty: 3815.913086
	Iteration 123Q: 3 clusters Score -1.590462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -15904623.000000 Penalty: 3815.913086
	Iteration 124Q: 3 clusters Score -1.590462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -15904641.000000 Penalty: 3815.913086
	Iteration 125Q: 3 clusters Score -1.590464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -15904627.000000 Penalty: 3815.913086
	Iteration 126Q: 3 clusters Score -1.590463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122634 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -15904669.000000 Penalty: 3815.913086
	Iteration 127Q: 3 clusters Score -1.590467e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122664 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15904654.000000 Penalty: 3815.913086
	Iteration 128Q: 3 clusters Score -1.590465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122688 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -15904662.000000 Penalty: 3815.913086
	Iteration 129Q: 3 clusters Score -1.590466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122709 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -15904655.000000 Penalty: 3815.913086
	Iteration 130Q: 3 clusters Score -1.590466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -15904643.000000 Penalty: 3815.913086
	Iteration 131Q: 3 clusters Score -1.590464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122735 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15904659.000000 Penalty: 3815.913086
	Iteration 132Q: 3 clusters Score -1.590466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122750 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -15904673.000000 Penalty: 3815.913086
	Iteration 133Q: 3 clusters Score -1.590467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122763 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -15904678.000000 Penalty: 3815.913086
	Iteration 134Q: 3 clusters Score -1.590468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -15904658.000000 Penalty: 3815.913086
	Iteration 135Q: 3 clusters Score -1.590466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -15904666.000000 Penalty: 3815.913086
	Iteration 136Q: 3 clusters Score -1.590467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122781 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -15904664.000000 Penalty: 3815.913086
	Iteration 137Q: 3 clusters Score -1.590466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -15904655.000000 Penalty: 3815.913086
	Iteration 138Q: 3 clusters Score -1.590466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122800 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -15904650.000000 Penalty: 3815.913086
	Iteration 139Q: 3 clusters Score -1.590465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -15904637.000000 Penalty: 3815.913086
	Iteration 140F: 3 clusters Score -1.590464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122807 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -15904652.000000 Penalty: 3815.913086
	Iteration 141Q: 3 clusters Score -1.590465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -15904646.000000 Penalty: 3815.913086
	Iteration 142Q: 3 clusters Score -1.590465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122818 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -15904651.000000 Penalty: 3815.913086
	Iteration 143Q: 3 clusters Score -1.590465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -15904656.000000 Penalty: 3815.913086
	Iteration 144Q: 3 clusters Score -1.590466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -15904662.000000 Penalty: 3815.913086
	Iteration 145Q: 3 clusters Score -1.590466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122848 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -15904671.000000 Penalty: 3815.913086
	Iteration 146Q: 3 clusters Score -1.590467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122849 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -15904674.000000 Penalty: 3815.913086
	Iteration 147Q: 3 clusters Score -1.590467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122854 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -15904678.000000 Penalty: 3815.913086
	Iteration 148Q: 3 clusters Score -1.590468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -15904675.000000 Penalty: 3815.913086
	Iteration 149Q: 3 clusters Score -1.590468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -15904679.000000 Penalty: 3815.913086
	Iteration 150Q: 3 clusters Score -1.590468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122859 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -15904669.000000 Penalty: 3815.913086
	Iteration 151Q: 3 clusters Score -1.590467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15904672.000000 Penalty: 3815.913086
	Iteration 152Q: 3 clusters Score -1.590467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -15904662.000000 Penalty: 3815.913086
	Iteration 153Q: 3 clusters Score -1.590466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -15904662.000000 Penalty: 3815.913086
	Iteration 154F: 3 clusters Score -1.590466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Entering Unmasked Estep 
Score: -9895232.000000 Penalty: 1831.534424
	Iteration 0F: 2 clusters Score -9895232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -9843098.000000 Penalty: 3663.068848
	Iteration 0F: 3 clusters Score -9843098 nChanged 37324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -9864296.000000 Penalty: 3663.068848
	Iteration 1F: 3 clusters Score -9864296 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -9865155.000000 Penalty: 3663.068848
	Iteration 2Q: 3 clusters Score -9865155 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -9866156.000000 Penalty: 3663.068848
	Iteration 3Q: 3 clusters Score -9866156 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -9867475.000000 Penalty: 3663.068848
	Iteration 4Q: 3 clusters Score -9867475 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -9869539.000000 Penalty: 3663.068848
	Iteration 5Q: 3 clusters Score -9869539 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -9872913.000000 Penalty: 3663.068848
	Iteration 6F: 3 clusters Score -9872913 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -9878540.000000 Penalty: 3663.068848
	Iteration 7F: 3 clusters Score -9878540 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -9885251.000000 Penalty: 3663.068848
	Iteration 8F: 3 clusters Score -9885251 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -9889517.000000 Penalty: 3663.068848
	Iteration 9F: 3 clusters Score -9889517 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -9890889.000000 Penalty: 3663.068848
	Iteration 10Q: 3 clusters Score -9890889 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -9891447.000000 Penalty: 3663.068848
	Iteration 11Q: 3 clusters Score -9891447 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -9891767.000000 Penalty: 3663.068848
	Iteration 12Q: 3 clusters Score -9891767 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -9891925.000000 Penalty: 3663.068848
	Iteration 13Q: 3 clusters Score -9891925 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -9892089.000000 Penalty: 3663.068848
	Iteration 14Q: 3 clusters Score -9892089 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -9892179.000000 Penalty: 3663.068848
	Iteration 15Q: 3 clusters Score -9892179 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -9892225.000000 Penalty: 3663.068848
	Iteration 16Q: 3 clusters Score -9892225 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -9892277.000000 Penalty: 3663.068848
	Iteration 17Q: 3 clusters Score -9892277 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -9892339.000000 Penalty: 3663.068848
	Iteration 18Q: 3 clusters Score -9892339 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -9892381.000000 Penalty: 3663.068848
	Iteration 19Q: 3 clusters Score -9892381 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -9892463.000000 Penalty: 3663.068848
	Iteration 20F: 3 clusters Score -9892463 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -9892514.000000 Penalty: 3663.068848
	Iteration 21Q: 3 clusters Score -9892514 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -9892564.000000 Penalty: 3663.068848
	Iteration 22Q: 3 clusters Score -9892564 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -9892537.000000 Penalty: 3663.068848
	Iteration 23Q: 3 clusters Score -9892537 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -9892582.000000 Penalty: 3663.068848
	Iteration 24Q: 3 clusters Score -9892582 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -9892612.000000 Penalty: 3663.068848
	Iteration 25Q: 3 clusters Score -9892612 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -9892685.000000 Penalty: 3663.068848
	Iteration 26Q: 3 clusters Score -9892685 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -9892762.000000 Penalty: 3663.068848
	Iteration 27Q: 3 clusters Score -9892762 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -9892780.000000 Penalty: 3663.068848
	Iteration 28Q: 3 clusters Score -9892780 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -9892821.000000 Penalty: 3663.068848
	Iteration 29Q: 3 clusters Score -9892821 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -9892848.000000 Penalty: 3663.068848
	Iteration 30Q: 3 clusters Score -9892848 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -9892898.000000 Penalty: 3663.068848
	Iteration 31Q: 3 clusters Score -9892898 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -9892904.000000 Penalty: 3663.068848
	Iteration 32Q: 3 clusters Score -9892904 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -9892918.000000 Penalty: 3663.068848
	Iteration 33Q: 3 clusters Score -9892918 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -9892966.000000 Penalty: 3663.068848
	Iteration 34Q: 3 clusters Score -9892966 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -9893015.000000 Penalty: 3663.068848
	Iteration 35Q: 3 clusters Score -9893015 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -9893023.000000 Penalty: 3663.068848
	Iteration 36Q: 3 clusters Score -9893023 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -9893051.000000 Penalty: 3663.068848
	Iteration 37Q: 3 clusters Score -9893051 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -9893081.000000 Penalty: 3663.068848
	Iteration 38Q: 3 clusters Score -9893081 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -9893123.000000 Penalty: 3663.068848
	Iteration 39Q: 3 clusters Score -9893123 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -9893111.000000 Penalty: 3663.068848
	Iteration 40F: 3 clusters Score -9893111 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -9893139.000000 Penalty: 3663.068848
	Iteration 41Q: 3 clusters Score -9893139 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -9893136.000000 Penalty: 3663.068848
	Iteration 42Q: 3 clusters Score -9893136 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -9893135.000000 Penalty: 3663.068848
	Iteration 43Q: 3 clusters Score -9893135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -9893166.000000 Penalty: 3663.068848
	Iteration 44Q: 3 clusters Score -9893166 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -9893192.000000 Penalty: 3663.068848
	Iteration 45Q: 3 clusters Score -9893192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -9893222.000000 Penalty: 3663.068848
	Iteration 46Q: 3 clusters Score -9893222 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -9893235.000000 Penalty: 3663.068848
	Iteration 47Q: 3 clusters Score -9893235 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -9893262.000000 Penalty: 3663.068848
	Iteration 48Q: 3 clusters Score -9893262 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -9893291.000000 Penalty: 3663.068848
	Iteration 49Q: 3 clusters Score -9893291 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -9893307.000000 Penalty: 3663.068848
	Iteration 50Q: 3 clusters Score -9893307 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -9893322.000000 Penalty: 3663.068848
	Iteration 51Q: 3 clusters Score -9893322 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -9893327.000000 Penalty: 3663.068848
	Iteration 52Q: 3 clusters Score -9893327 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -9893303.000000 Penalty: 3663.068848
	Iteration 53Q: 3 clusters Score -9893303 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -9893338.000000 Penalty: 3663.068848
	Iteration 54Q: 3 clusters Score -9893338 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -9893370.000000 Penalty: 3663.068848
	Iteration 55Q: 3 clusters Score -9893370 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -9893375.000000 Penalty: 3663.068848
	Iteration 56Q: 3 clusters Score -9893375 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -9893391.000000 Penalty: 3663.068848
	Iteration 57Q: 3 clusters Score -9893391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -9893415.000000 Penalty: 3663.068848
	Iteration 58Q: 3 clusters Score -9893415 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -9893423.000000 Penalty: 3663.068848
	Iteration 59Q: 3 clusters Score -9893423 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -9893446.000000 Penalty: 3663.068848
	Iteration 60F: 3 clusters Score -9893446 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -9893471.000000 Penalty: 3663.068848
	Iteration 61Q: 3 clusters Score -9893471 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -9893497.000000 Penalty: 3663.068848
	Iteration 62Q: 3 clusters Score -9893497 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -9893517.000000 Penalty: 3663.068848
	Iteration 63Q: 3 clusters Score -9893517 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -9893527.000000 Penalty: 3663.068848
	Iteration 64Q: 3 clusters Score -9893527 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -9893541.000000 Penalty: 3663.068848
	Iteration 65Q: 3 clusters Score -9893541 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -9893534.000000 Penalty: 3663.068848
	Iteration 66Q: 3 clusters Score -9893534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -9893546.000000 Penalty: 3663.068848
	Iteration 67Q: 3 clusters Score -9893546 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -9893575.000000 Penalty: 3663.068848
	Iteration 68Q: 3 clusters Score -9893575 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -9893595.000000 Penalty: 3663.068848
	Iteration 69Q: 3 clusters Score -9893595 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9893617.000000 Penalty: 3663.068848
	Iteration 70Q: 3 clusters Score -9893617 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -9893634.000000 Penalty: 3663.068848
	Iteration 71Q: 3 clusters Score -9893634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -9893641.000000 Penalty: 3663.068848
	Iteration 72Q: 3 clusters Score -9893641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -9893650.000000 Penalty: 3663.068848
	Iteration 73Q: 3 clusters Score -9893650 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -9893665.000000 Penalty: 3663.068848
	Iteration 74Q: 3 clusters Score -9893665 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -9893662.000000 Penalty: 3663.068848
	Iteration 75Q: 3 clusters Score -9893662 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -9893677.000000 Penalty: 3663.068848
	Iteration 76Q: 3 clusters Score -9893677 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -9893707.000000 Penalty: 3663.068848
	Iteration 77Q: 3 clusters Score -9893707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -9893716.000000 Penalty: 3663.068848
	Iteration 78Q: 3 clusters Score -9893716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -9893721.000000 Penalty: 3663.068848
	Iteration 79Q: 3 clusters Score -9893721 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -9893749.000000 Penalty: 3663.068848
	Iteration 80F: 3 clusters Score -9893749 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -9893739.000000 Penalty: 3663.068848
	Iteration 81Q: 3 clusters Score -9893739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -9893749.000000 Penalty: 3663.068848
	Iteration 82Q: 3 clusters Score -9893749 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -9893785.000000 Penalty: 3663.068848
	Iteration 83Q: 3 clusters Score -9893785 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -9893793.000000 Penalty: 3663.068848
	Iteration 84Q: 3 clusters Score -9893793 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -9893804.000000 Penalty: 3663.068848
	Iteration 85Q: 3 clusters Score -9893804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -9893815.000000 Penalty: 3663.068848
	Iteration 86Q: 3 clusters Score -9893815 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -9893816.000000 Penalty: 3663.068848
	Iteration 87Q: 3 clusters Score -9893816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -9893818.000000 Penalty: 3663.068848
	Iteration 88Q: 3 clusters Score -9893818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -9893835.000000 Penalty: 3663.068848
	Iteration 89Q: 3 clusters Score -9893835 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9893864.000000 Penalty: 3663.068848
	Iteration 90Q: 3 clusters Score -9893864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -9893874.000000 Penalty: 3663.068848
	Iteration 91Q: 3 clusters Score -9893874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -9893883.000000 Penalty: 3663.068848
	Iteration 92Q: 3 clusters Score -9893883 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -9893877.000000 Penalty: 3663.068848
	Iteration 93Q: 3 clusters Score -9893877 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -9893884.000000 Penalty: 3663.068848
	Iteration 94Q: 3 clusters Score -9893884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -9893868.000000 Penalty: 3663.068848
	Iteration 95Q: 3 clusters Score -9893868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -9893877.000000 Penalty: 3663.068848
	Iteration 96Q: 3 clusters Score -9893877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -9893879.000000 Penalty: 3663.068848
	Iteration 97Q: 3 clusters Score -9893879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -9893892.000000 Penalty: 3663.068848
	Iteration 98Q: 3 clusters Score -9893892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -9893903.000000 Penalty: 3663.068848
	Iteration 99Q: 3 clusters Score -9893903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -9893895.000000 Penalty: 3663.068848
	Iteration 100F: 3 clusters Score -9893895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -9893900.000000 Penalty: 3663.068848
	Iteration 101Q: 3 clusters Score -9893900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -9893913.000000 Penalty: 3663.068848
	Iteration 102Q: 3 clusters Score -9893913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -9893914.000000 Penalty: 3663.068848
	Iteration 103Q: 3 clusters Score -9893914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -9893915.000000 Penalty: 3663.068848
	Iteration 104Q: 3 clusters Score -9893915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -9893914.000000 Penalty: 3663.068848
	Iteration 105Q: 3 clusters Score -9893914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -9893905.000000 Penalty: 3663.068848
	Iteration 106Q: 3 clusters Score -9893905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -9893892.000000 Penalty: 3663.068848
	Iteration 107Q: 3 clusters Score -9893892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -9893912.000000 Penalty: 3663.068848
	Iteration 108Q: 3 clusters Score -9893912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -9893918.000000 Penalty: 3663.068848
	Iteration 109Q: 3 clusters Score -9893918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -9893911.000000 Penalty: 3663.068848
	Iteration 110Q: 3 clusters Score -9893911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -9893910.000000 Penalty: 3663.068848
	Iteration 111Q: 3 clusters Score -9893910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -9893934.000000 Penalty: 3663.068848
	Iteration 112Q: 3 clusters Score -9893934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -9893932.000000 Penalty: 3663.068848
	Iteration 113Q: 3 clusters Score -9893932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -9893944.000000 Penalty: 3663.068848
	Iteration 114Q: 3 clusters Score -9893944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -9893942.000000 Penalty: 3663.068848
	Iteration 115Q: 3 clusters Score -9893942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -9893940.000000 Penalty: 3663.068848
	Iteration 116Q: 3 clusters Score -9893940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -9893937.000000 Penalty: 3663.068848
	Iteration 117Q: 3 clusters Score -9893937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -9893938.000000 Penalty: 3663.068848
	Iteration 118Q: 3 clusters Score -9893938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -9893930.000000 Penalty: 3663.068848
	Iteration 119Q: 3 clusters Score -9893930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -9893935.000000 Penalty: 3663.068848
	Iteration 120F: 3 clusters Score -9893935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -9893935.000000 Penalty: 3663.068848
	Iteration 121Q: 3 clusters Score -9893935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -9893924.000000 Penalty: 3663.068848
	Iteration 122Q: 3 clusters Score -9893924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -9893923.000000 Penalty: 3663.068848
	Iteration 123Q: 3 clusters Score -9893923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -9893909.000000 Penalty: 3663.068848
	Iteration 124Q: 3 clusters Score -9893909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -9893923.000000 Penalty: 3663.068848
	Iteration 125Q: 3 clusters Score -9893923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -9893923.000000 Penalty: 3663.068848
	Iteration 126Q: 3 clusters Score -9893923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -9893919.000000 Penalty: 3663.068848
	Iteration 127Q: 3 clusters Score -9893919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -9893923.000000 Penalty: 3663.068848
	Iteration 128Q: 3 clusters Score -9893923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -9893914.000000 Penalty: 3663.068848
	Iteration 129Q: 3 clusters Score -9893914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -9893915.000000 Penalty: 3663.068848
	Iteration 130Q: 3 clusters Score -9893915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -9893909.000000 Penalty: 3663.068848
	Iteration 131Q: 3 clusters Score -9893909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9893900.000000 Penalty: 3663.068848
	Iteration 132Q: 3 clusters Score -9893900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -9893897.000000 Penalty: 3663.068848
	Iteration 133Q: 3 clusters Score -9893897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -9893898.000000 Penalty: 3663.068848
	Iteration 134Q: 3 clusters Score -9893898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -9893899.000000 Penalty: 3663.068848
	Iteration 135Q: 3 clusters Score -9893899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -9893892.000000 Penalty: 3663.068848
	Iteration 136Q: 3 clusters Score -9893892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -9893897.000000 Penalty: 3663.068848
	Iteration 137Q: 3 clusters Score -9893897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -9893893.000000 Penalty: 3663.068848
	Iteration 138Q: 3 clusters Score -9893893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -9893897.000000 Penalty: 3663.068848
	Iteration 139Q: 3 clusters Score -9893897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -9893899.000000 Penalty: 3663.068848
	Iteration 140F: 3 clusters Score -9893899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -9893904.000000 Penalty: 3663.068848
	Iteration 141Q: 3 clusters Score -9893904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -9893913.000000 Penalty: 3663.068848
	Iteration 142Q: 3 clusters Score -9893913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -9893912.000000 Penalty: 3663.068848
	Iteration 143Q: 3 clusters Score -9893912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -9893910.000000 Penalty: 3663.068848
	Iteration 144Q: 3 clusters Score -9893910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -9893901.000000 Penalty: 3663.068848
	Iteration 145Q: 3 clusters Score -9893901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -9893892.000000 Penalty: 3663.068848
	Iteration 146Q: 3 clusters Score -9893892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -9893900.000000 Penalty: 3663.068848
	Iteration 147Q: 3 clusters Score -9893900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 73496 members 
Entering Unmasked Estep 
Score: -9893898.000000 Penalty: 3663.068848
	Iteration 148Q: 3 clusters Score -9893898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -9893903.000000 Penalty: 3663.068848
	Iteration 149Q: 3 clusters Score -9893903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -9893910.000000 Penalty: 3663.068848
	Iteration 150Q: 3 clusters Score -9893910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -9893911.000000 Penalty: 3663.068848
	Iteration 151Q: 3 clusters Score -9893911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -9893915.000000 Penalty: 3663.068848
	Iteration 152Q: 3 clusters Score -9893915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -9893916.000000 Penalty: 3663.068848
	Iteration 153Q: 3 clusters Score -9893916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -9893914.000000 Penalty: 3663.068848
	Iteration 154Q: 3 clusters Score -9893914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -9893918.000000 Penalty: 3663.068848
	Iteration 155Q: 3 clusters Score -9893918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -9893925.000000 Penalty: 3663.068848
	Iteration 156Q: 3 clusters Score -9893925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -9893920.000000 Penalty: 3663.068848
	Iteration 157Q: 3 clusters Score -9893920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -9893925.000000 Penalty: 3663.068848
	Iteration 158Q: 3 clusters Score -9893925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -9893915.000000 Penalty: 3663.068848
	Iteration 159Q: 3 clusters Score -9893915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -9893916.000000 Penalty: 3663.068848
	Iteration 160F: 3 clusters Score -9893916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -9893903.000000 Penalty: 3663.068848
	Iteration 161Q: 3 clusters Score -9893903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -9893905.000000 Penalty: 3663.068848
	Iteration 162Q: 3 clusters Score -9893905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -9893908.000000 Penalty: 3663.068848
	Iteration 163Q: 3 clusters Score -9893908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -9893914.000000 Penalty: 3663.068848
	Iteration 164Q: 3 clusters Score -9893914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -9893908.000000 Penalty: 3663.068848
	Iteration 165Q: 3 clusters Score -9893908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -9893896.000000 Penalty: 3663.068848
	Iteration 166Q: 3 clusters Score -9893896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -9893911.000000 Penalty: 3663.068848
	Iteration 167Q: 3 clusters Score -9893911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -9893922.000000 Penalty: 3663.068848
	Iteration 168Q: 3 clusters Score -9893922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -9893903.000000 Penalty: 3663.068848
	Iteration 169Q: 3 clusters Score -9893903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -9893920.000000 Penalty: 3663.068848
	Iteration 170Q: 3 clusters Score -9893920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -9893916.000000 Penalty: 3663.068848
	Iteration 171Q: 3 clusters Score -9893916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -9893915.000000 Penalty: 3663.068848
	Iteration 172Q: 3 clusters Score -9893915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -9893909.000000 Penalty: 3663.068848
	Iteration 173Q: 3 clusters Score -9893909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -9893937.000000 Penalty: 3663.068848
	Iteration 174Q: 3 clusters Score -9893937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -9893944.000000 Penalty: 3663.068848
	Iteration 175Q: 3 clusters Score -9893944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -9893941.000000 Penalty: 3663.068848
	Iteration 176Q: 3 clusters Score -9893941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -9893942.000000 Penalty: 3663.068848
	Iteration 177Q: 3 clusters Score -9893942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -9893948.000000 Penalty: 3663.068848
	Iteration 178Q: 3 clusters Score -9893948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -9893938.000000 Penalty: 3663.068848
	Iteration 179Q: 3 clusters Score -9893938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -9893946.000000 Penalty: 3663.068848
	Iteration 180F: 3 clusters Score -9893946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -9893945.000000 Penalty: 3663.068848
	Iteration 181Q: 3 clusters Score -9893945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -9893942.000000 Penalty: 3663.068848
	Iteration 182Q: 3 clusters Score -9893942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 74325 members 
Entering Unmasked Estep 
Score: -9893956.000000 Penalty: 3663.068848
	Iteration 183Q: 3 clusters Score -9893956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -9893953.000000 Penalty: 3663.068848
	Iteration 184Q: 3 clusters Score -9893953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -9893956.000000 Penalty: 3663.068848
	Iteration 185Q: 3 clusters Score -9893956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -9893949.000000 Penalty: 3663.068848
	Iteration 186Q: 3 clusters Score -9893949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -9893961.000000 Penalty: 3663.068848
	Iteration 187Q: 3 clusters Score -9893961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -9893963.000000 Penalty: 3663.068848
	Iteration 188Q: 3 clusters Score -9893963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -9893964.000000 Penalty: 3663.068848
	Iteration 189Q: 3 clusters Score -9893964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -9893959.000000 Penalty: 3663.068848
	Iteration 190Q: 3 clusters Score -9893959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -9893956.000000 Penalty: 3663.068848
	Iteration 191Q: 3 clusters Score -9893956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -9893954.000000 Penalty: 3663.068848
	Iteration 192Q: 3 clusters Score -9893954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -9893961.000000 Penalty: 3663.068848
	Iteration 193Q: 3 clusters Score -9893961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -9893965.000000 Penalty: 3663.068848
	Iteration 194Q: 3 clusters Score -9893965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -9893959.000000 Penalty: 3663.068848
	Iteration 195Q: 3 clusters Score -9893959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -9893969.000000 Penalty: 3663.068848
	Iteration 196Q: 3 clusters Score -9893969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -9893976.000000 Penalty: 3663.068848
	Iteration 197Q: 3 clusters Score -9893976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -9893970.000000 Penalty: 3663.068848
	Iteration 198Q: 3 clusters Score -9893970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -9893969.000000 Penalty: 3663.068848
	Iteration 199Q: 3 clusters Score -9893969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -9893978.000000 Penalty: 3663.068848
	Iteration 200F: 3 clusters Score -9893978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -9893976.000000 Penalty: 3663.068848
	Iteration 201Q: 3 clusters Score -9893976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -9893964.000000 Penalty: 3663.068848
	Iteration 202Q: 3 clusters Score -9893964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -9893965.000000 Penalty: 3663.068848
	Iteration 203Q: 3 clusters Score -9893965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -9893962.000000 Penalty: 3663.068848
	Iteration 204Q: 3 clusters Score -9893962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -9893960.000000 Penalty: 3663.068848
	Iteration 205Q: 3 clusters Score -9893960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -9893960.000000 Penalty: 3663.068848
	Iteration 206F: 3 clusters Score -9893960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -60046.968750 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -60046.97 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 282 members 
Entering Unmasked Estep 
Score: -58957.464844 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -58957.46 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59387.230469 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -59387.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59642.800781 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -59642.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59700.316406 Penalty: 2068.543945
	Iteration 3F: 3 clusters Score -59700.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59718.652344 Penalty: 2068.543945
	Iteration 4Q: 3 clusters Score -59718.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59735.703125 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -59735.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59746.621094 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -59746.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59752.046875 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -59752.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59755.476562 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -59755.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59763.800781 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -59763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59768.210938 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -59768.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59777.597656 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -59777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59779.960938 Penalty: 2068.543945
	Iteration 12Q: 3 clusters Score -59779.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59781.152344 Penalty: 2068.543945
	Iteration 13Q: 3 clusters Score -59781.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59781.152344 Penalty: 2068.543945
	Iteration 14F: 3 clusters Score -59781.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -330366.593750 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -330366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -327817.531250 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -327817.5 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -328490.843750 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -328490.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -328671.281250 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -328671.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -328789.187500 Penalty: 2572.132080
	Iteration 3F: 3 clusters Score -328789.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -328902.500000 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -328902.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -329049.812500 Penalty: 2572.132080
	Iteration 5F: 3 clusters Score -329049.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -329187.000000 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -329187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -329324.468750 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -329324.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -329484.937500 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -329484.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -329671.843750 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -329671.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -329849.531250 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -329849.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -329965.812500 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -329965.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -330036.843750 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -330036.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -330081.687500 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -330081.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -330107.531250 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -330107.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -330136.250000 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -330136.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -330166.875000 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -330166.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -330187.625000 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -330187.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -330203.468750 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -330203.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -330210.500000 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -330210.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -330217.937500 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -330217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -330221.093750 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -330221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -330221.593750 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -330221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -330224.312500 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -330224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -330225.656250 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -330225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -330226.250000 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -330226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -330226.125000 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -330226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -330226.125000 Penalty: 2572.132080
	Iteration 27F: 3 clusters Score -330226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Entering Unmasked Estep 
Score: -11243531.000000 Penalty: 1853.877319
	Iteration 0F: 2 clusters Score -1.124353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -11183684.000000 Penalty: 3707.754639
	Iteration 0F: 3 clusters Score -1.118368e+07 nChanged 43016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -11208938.000000 Penalty: 3707.754639
	Iteration 1F: 3 clusters Score -1.120894e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -11209841.000000 Penalty: 3707.754639
	Iteration 2Q: 3 clusters Score -1.120984e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -11210850.000000 Penalty: 3707.754639
	Iteration 3Q: 3 clusters Score -1.121085e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -11212546.000000 Penalty: 3707.754639
	Iteration 4Q: 3 clusters Score -1.121255e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -11215209.000000 Penalty: 3707.754639
	Iteration 5F: 3 clusters Score -1.121521e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -11219375.000000 Penalty: 3707.754639
	Iteration 6F: 3 clusters Score -1.121938e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -11224896.000000 Penalty: 3707.754639
	Iteration 7F: 3 clusters Score -1.12249e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -11230993.000000 Penalty: 3707.754639
	Iteration 8F: 3 clusters Score -1.123099e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -11235822.000000 Penalty: 3707.754639
	Iteration 9F: 3 clusters Score -1.123582e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -11239049.000000 Penalty: 3707.754639
	Iteration 10Q: 3 clusters Score -1.123905e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11240731.000000 Penalty: 3707.754639
	Iteration 11Q: 3 clusters Score -1.124073e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11241354.000000 Penalty: 3707.754639
	Iteration 12Q: 3 clusters Score -1.124135e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11241609.000000 Penalty: 3707.754639
	Iteration 13Q: 3 clusters Score -1.124161e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11241729.000000 Penalty: 3707.754639
	Iteration 14Q: 3 clusters Score -1.124173e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11241786.000000 Penalty: 3707.754639
	Iteration 15Q: 3 clusters Score -1.124179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -11241800.000000 Penalty: 3707.754639
	Iteration 16Q: 3 clusters Score -1.12418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11241833.000000 Penalty: 3707.754639
	Iteration 17Q: 3 clusters Score -1.124183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11241850.000000 Penalty: 3707.754639
	Iteration 18Q: 3 clusters Score -1.124185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11241870.000000 Penalty: 3707.754639
	Iteration 19Q: 3 clusters Score -1.124187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11241887.000000 Penalty: 3707.754639
	Iteration 20F: 3 clusters Score -1.124189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11241897.000000 Penalty: 3707.754639
	Iteration 21Q: 3 clusters Score -1.12419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11241897.000000 Penalty: 3707.754639
	Iteration 22F: 3 clusters Score -1.12419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Entering Unmasked Estep 
Score: -1703744.000000 Penalty: 1550.051758
	Iteration 0F: 2 clusters Score -1703744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1694019.375000 Penalty: 3100.103516
	Iteration 0F: 3 clusters Score -1694019 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1697405.125000 Penalty: 3100.103516
	Iteration 1F: 3 clusters Score -1697405 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1697748.625000 Penalty: 3100.103516
	Iteration 2F: 3 clusters Score -1697749 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1698071.000000 Penalty: 3100.103516
	Iteration 3F: 3 clusters Score -1698071 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1698389.750000 Penalty: 3100.103516
	Iteration 4F: 3 clusters Score -1698390 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1698701.000000 Penalty: 3100.103516
	Iteration 5Q: 3 clusters Score -1698701 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1699029.375000 Penalty: 3100.103516
	Iteration 6Q: 3 clusters Score -1699029 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1699373.750000 Penalty: 3100.103516
	Iteration 7Q: 3 clusters Score -1699374 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1699685.000000 Penalty: 3100.103516
	Iteration 8Q: 3 clusters Score -1699685 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1699944.500000 Penalty: 3100.103516
	Iteration 9Q: 3 clusters Score -1699944 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1700127.750000 Penalty: 3100.103516
	Iteration 10Q: 3 clusters Score -1700128 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1700287.375000 Penalty: 3100.103516
	Iteration 11Q: 3 clusters Score -1700287 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1700407.000000 Penalty: 3100.103516
	Iteration 12Q: 3 clusters Score -1700407 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1700513.875000 Penalty: 3100.103516
	Iteration 13Q: 3 clusters Score -1700514 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1700598.500000 Penalty: 3100.103516
	Iteration 14Q: 3 clusters Score -1700598 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1700675.375000 Penalty: 3100.103516
	Iteration 15Q: 3 clusters Score -1700675 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1700732.500000 Penalty: 3100.103516
	Iteration 16Q: 3 clusters Score -1700732 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1700785.375000 Penalty: 3100.103516
	Iteration 17Q: 3 clusters Score -1700785 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1700815.875000 Penalty: 3100.103516
	Iteration 18Q: 3 clusters Score -1700816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1700842.875000 Penalty: 3100.103516
	Iteration 19Q: 3 clusters Score -1700843 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1700872.125000 Penalty: 3100.103516
	Iteration 20F: 3 clusters Score -1700872 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1700905.500000 Penalty: 3100.103516
	Iteration 21Q: 3 clusters Score -1700906 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1700930.750000 Penalty: 3100.103516
	Iteration 22Q: 3 clusters Score -1700931 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1700957.125000 Penalty: 3100.103516
	Iteration 23Q: 3 clusters Score -1700957 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1700980.375000 Penalty: 3100.103516
	Iteration 24Q: 3 clusters Score -1700980 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1701005.500000 Penalty: 3100.103516
	Iteration 25Q: 3 clusters Score -1701006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1701031.500000 Penalty: 3100.103516
	Iteration 26Q: 3 clusters Score -1701032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1701051.250000 Penalty: 3100.103516
	Iteration 27Q: 3 clusters Score -1701051 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1701072.375000 Penalty: 3100.103516
	Iteration 28Q: 3 clusters Score -1701072 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1701099.250000 Penalty: 3100.103516
	Iteration 29Q: 3 clusters Score -1701099 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1701131.875000 Penalty: 3100.103516
	Iteration 30Q: 3 clusters Score -1701132 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1701164.125000 Penalty: 3100.103516
	Iteration 31Q: 3 clusters Score -1701164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1701204.500000 Penalty: 3100.103516
	Iteration 32Q: 3 clusters Score -1701204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1701250.375000 Penalty: 3100.103516
	Iteration 33Q: 3 clusters Score -1701250 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1701308.000000 Penalty: 3100.103516
	Iteration 34Q: 3 clusters Score -1701308 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1701391.625000 Penalty: 3100.103516
	Iteration 35Q: 3 clusters Score -1701392 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1701495.375000 Penalty: 3100.103516
	Iteration 36Q: 3 clusters Score -1701495 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1701620.625000 Penalty: 3100.103516
	Iteration 37Q: 3 clusters Score -1701621 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1701741.250000 Penalty: 3100.103516
	Iteration 38Q: 3 clusters Score -1701741 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1701853.250000 Penalty: 3100.103516
	Iteration 39Q: 3 clusters Score -1701853 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1701958.750000 Penalty: 3100.103516
	Iteration 40F: 3 clusters Score -1701959 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1702040.625000 Penalty: 3100.103516
	Iteration 41Q: 3 clusters Score -1702041 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1702092.125000 Penalty: 3100.103516
	Iteration 42Q: 3 clusters Score -1702092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1702141.750000 Penalty: 3100.103516
	Iteration 43Q: 3 clusters Score -1702142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1702200.625000 Penalty: 3100.103516
	Iteration 44Q: 3 clusters Score -1702201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1702259.375000 Penalty: 3100.103516
	Iteration 45Q: 3 clusters Score -1702259 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1702327.875000 Penalty: 3100.103516
	Iteration 46Q: 3 clusters Score -1702328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1702385.750000 Penalty: 3100.103516
	Iteration 47Q: 3 clusters Score -1702386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1702425.250000 Penalty: 3100.103516
	Iteration 48Q: 3 clusters Score -1702425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1702447.500000 Penalty: 3100.103516
	Iteration 49Q: 3 clusters Score -1702448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1702464.750000 Penalty: 3100.103516
	Iteration 50Q: 3 clusters Score -1702465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1702486.750000 Penalty: 3100.103516
	Iteration 51Q: 3 clusters Score -1702487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1702496.625000 Penalty: 3100.103516
	Iteration 52Q: 3 clusters Score -1702497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1702503.000000 Penalty: 3100.103516
	Iteration 53Q: 3 clusters Score -1702503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1702508.125000 Penalty: 3100.103516
	Iteration 54Q: 3 clusters Score -1702508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1702513.750000 Penalty: 3100.103516
	Iteration 55Q: 3 clusters Score -1702514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1702519.000000 Penalty: 3100.103516
	Iteration 56Q: 3 clusters Score -1702519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1702522.500000 Penalty: 3100.103516
	Iteration 57Q: 3 clusters Score -1702522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1702534.375000 Penalty: 3100.103516
	Iteration 58Q: 3 clusters Score -1702534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1702541.000000 Penalty: 3100.103516
	Iteration 59Q: 3 clusters Score -1702541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1702545.875000 Penalty: 3100.103516
	Iteration 60F: 3 clusters Score -1702546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1702554.625000 Penalty: 3100.103516
	Iteration 61Q: 3 clusters Score -1702555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1702561.875000 Penalty: 3100.103516
	Iteration 62Q: 3 clusters Score -1702562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1702565.625000 Penalty: 3100.103516
	Iteration 63Q: 3 clusters Score -1702566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1702571.250000 Penalty: 3100.103516
	Iteration 64Q: 3 clusters Score -1702571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1702575.500000 Penalty: 3100.103516
	Iteration 65Q: 3 clusters Score -1702576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1702577.375000 Penalty: 3100.103516
	Iteration 66Q: 3 clusters Score -1702577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1702580.750000 Penalty: 3100.103516
	Iteration 67Q: 3 clusters Score -1702581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1702584.250000 Penalty: 3100.103516
	Iteration 68Q: 3 clusters Score -1702584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1702591.125000 Penalty: 3100.103516
	Iteration 69Q: 3 clusters Score -1702591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1702603.125000 Penalty: 3100.103516
	Iteration 70Q: 3 clusters Score -1702603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1702611.875000 Penalty: 3100.103516
	Iteration 71Q: 3 clusters Score -1702612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1702621.875000 Penalty: 3100.103516
	Iteration 72Q: 3 clusters Score -1702622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1702623.875000 Penalty: 3100.103516
	Iteration 73Q: 3 clusters Score -1702624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1702624.250000 Penalty: 3100.103516
	Iteration 74Q: 3 clusters Score -1702624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1702630.500000 Penalty: 3100.103516
	Iteration 75Q: 3 clusters Score -1702630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1702635.625000 Penalty: 3100.103516
	Iteration 76Q: 3 clusters Score -1702636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1702640.875000 Penalty: 3100.103516
	Iteration 77Q: 3 clusters Score -1702641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1702643.625000 Penalty: 3100.103516
	Iteration 78Q: 3 clusters Score -1702644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1702643.625000 Penalty: 3100.103516
	Iteration 79F: 3 clusters Score -1702644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -216781.484375 Penalty: 1218.746216
	Iteration 0F: 2 clusters Score -216781.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -214779.390625 Penalty: 2437.492432
	Iteration 0F: 3 clusters Score -214779.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -215216.046875 Penalty: 2437.492432
	Iteration 1F: 3 clusters Score -215216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -215340.359375 Penalty: 2437.492432
	Iteration 2F: 3 clusters Score -215340.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -215441.203125 Penalty: 2437.492432
	Iteration 3F: 3 clusters Score -215441.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -215516.890625 Penalty: 2437.492432
	Iteration 4Q: 3 clusters Score -215516.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -215571.281250 Penalty: 2437.492432
	Iteration 5Q: 3 clusters Score -215571.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -215628.625000 Penalty: 2437.492432
	Iteration 6Q: 3 clusters Score -215628.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -215682.921875 Penalty: 2437.492432
	Iteration 7Q: 3 clusters Score -215682.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -215737.031250 Penalty: 2437.492432
	Iteration 8Q: 3 clusters Score -215737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -215775.687500 Penalty: 2437.492432
	Iteration 9Q: 3 clusters Score -215775.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -215807.656250 Penalty: 2437.492432
	Iteration 10Q: 3 clusters Score -215807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -215831.671875 Penalty: 2437.492432
	Iteration 11Q: 3 clusters Score -215831.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -215848.750000 Penalty: 2437.492432
	Iteration 12Q: 3 clusters Score -215848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -215863.625000 Penalty: 2437.492432
	Iteration 13Q: 3 clusters Score -215863.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -215887.718750 Penalty: 2437.492432
	Iteration 14Q: 3 clusters Score -215887.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -215912.687500 Penalty: 2437.492432
	Iteration 15Q: 3 clusters Score -215912.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -215937.265625 Penalty: 2437.492432
	Iteration 16Q: 3 clusters Score -215937.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -215972.531250 Penalty: 2437.492432
	Iteration 17Q: 3 clusters Score -215972.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -216005.046875 Penalty: 2437.492432
	Iteration 18Q: 3 clusters Score -216005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -216049.343750 Penalty: 2437.492432
	Iteration 19Q: 3 clusters Score -216049.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -216105.125000 Penalty: 2437.492432
	Iteration 20F: 3 clusters Score -216105.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -216137.718750 Penalty: 2437.492432
	Iteration 21Q: 3 clusters Score -216137.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -216161.250000 Penalty: 2437.492432
	Iteration 22Q: 3 clusters Score -216161.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -216191.484375 Penalty: 2437.492432
	Iteration 23Q: 3 clusters Score -216191.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -216205.859375 Penalty: 2437.492432
	Iteration 24Q: 3 clusters Score -216205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -216211.562500 Penalty: 2437.492432
	Iteration 25Q: 3 clusters Score -216211.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -216215.062500 Penalty: 2437.492432
	Iteration 26Q: 3 clusters Score -216215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -216218.109375 Penalty: 2437.492432
	Iteration 27Q: 3 clusters Score -216218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -216219.718750 Penalty: 2437.492432
	Iteration 28Q: 3 clusters Score -216219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -216220.625000 Penalty: 2437.492432
	Iteration 29Q: 3 clusters Score -216220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -216222.968750 Penalty: 2437.492432
	Iteration 30Q: 3 clusters Score -216223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -216224.312500 Penalty: 2437.492432
	Iteration 31Q: 3 clusters Score -216224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -216225.843750 Penalty: 2437.492432
	Iteration 32Q: 3 clusters Score -216225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -216226.546875 Penalty: 2437.492432
	Iteration 33Q: 3 clusters Score -216226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -216228.875000 Penalty: 2437.492432
	Iteration 34Q: 3 clusters Score -216228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -216231.000000 Penalty: 2437.492432
	Iteration 35Q: 3 clusters Score -216231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -216232.546875 Penalty: 2437.492432
	Iteration 36Q: 3 clusters Score -216232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -216233.734375 Penalty: 2437.492432
	Iteration 37Q: 3 clusters Score -216233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -216233.734375 Penalty: 2437.492432
	Iteration 38F: 3 clusters Score -216233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -75115.820312 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -75115.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73869.085938 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -73869.09 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74164.515625 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -74164.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74405.671875 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -74405.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74659.023438 Penalty: 2134.168457
	Iteration 3F: 3 clusters Score -74659.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74806.726562 Penalty: 2134.168457
	Iteration 4F: 3 clusters Score -74806.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74905.507812 Penalty: 2134.168457
	Iteration 5F: 3 clusters Score -74905.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74970.796875 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -74970.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74996.296875 Penalty: 2134.168457
	Iteration 7Q: 3 clusters Score -74996.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75033.195312 Penalty: 2134.168457
	Iteration 8Q: 3 clusters Score -75033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75087.804688 Penalty: 2134.168457
	Iteration 9Q: 3 clusters Score -75087.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75151.281250 Penalty: 2134.168457
	Iteration 10Q: 3 clusters Score -75151.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75235.562500 Penalty: 2134.168457
	Iteration 11Q: 3 clusters Score -75235.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75374.781250 Penalty: 2134.168457
	Iteration 12Q: 3 clusters Score -75374.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75460.453125 Penalty: 2134.168457
	Iteration 13Q: 3 clusters Score -75460.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75499.390625 Penalty: 2134.168457
	Iteration 14Q: 3 clusters Score -75499.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75538.609375 Penalty: 2134.168457
	Iteration 15Q: 3 clusters Score -75538.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75567.218750 Penalty: 2134.168457
	Iteration 16Q: 3 clusters Score -75567.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75622.281250 Penalty: 2134.168457
	Iteration 17Q: 3 clusters Score -75622.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75632.382812 Penalty: 2134.168457
	Iteration 18Q: 3 clusters Score -75632.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75633.789062 Penalty: 2134.168457
	Iteration 19Q: 3 clusters Score -75633.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75641.570312 Penalty: 2134.168457
	Iteration 20F: 3 clusters Score -75641.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75650.148438 Penalty: 2134.168457
	Iteration 21Q: 3 clusters Score -75650.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75659.039062 Penalty: 2134.168457
	Iteration 22Q: 3 clusters Score -75659.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75659.039062 Penalty: 2134.168457
	Iteration 23F: 3 clusters Score -75659.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 124017 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 304 members 
Entering Unmasked Estep 
Score: -141737360.000000 Penalty: 90746.617188
Splitting cluster 22 changes total score from -141737360.000000 to -141737360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (48629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Entering Unmasked Estep 
Score: -5952010.500000 Penalty: 1753.695923
	Iteration 0F: 2 clusters Score -5952010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -5919668.000000 Penalty: 3507.391846
	Iteration 0F: 3 clusters Score -5919668 nChanged 22735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -5932629.000000 Penalty: 3507.391846
	Iteration 1F: 3 clusters Score -5932629 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5933081.500000 Penalty: 3507.391846
	Iteration 2Q: 3 clusters Score -5933082 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5933557.000000 Penalty: 3507.391846
	Iteration 3Q: 3 clusters Score -5933557 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -5934025.000000 Penalty: 3507.391846
	Iteration 4Q: 3 clusters Score -5934025 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -5934587.000000 Penalty: 3507.391846
	Iteration 5Q: 3 clusters Score -5934587 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5935192.000000 Penalty: 3507.391846
	Iteration 6Q: 3 clusters Score -5935192 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5935890.000000 Penalty: 3507.391846
	Iteration 7Q: 3 clusters Score -5935890 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -5936752.000000 Penalty: 3507.391846
	Iteration 8Q: 3 clusters Score -5936752 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5937808.500000 Penalty: 3507.391846
	Iteration 9Q: 3 clusters Score -5937808 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5939142.500000 Penalty: 3507.391846
	Iteration 10Q: 3 clusters Score -5939142 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -5940468.500000 Penalty: 3507.391846
	Iteration 11Q: 3 clusters Score -5940468 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5941539.000000 Penalty: 3507.391846
	Iteration 12Q: 3 clusters Score -5941539 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -5942246.500000 Penalty: 3507.391846
	Iteration 13Q: 3 clusters Score -5942246 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5942780.000000 Penalty: 3507.391846
	Iteration 14Q: 3 clusters Score -5942780 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -5943208.000000 Penalty: 3507.391846
	Iteration 15Q: 3 clusters Score -5943208 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -5943559.000000 Penalty: 3507.391846
	Iteration 16Q: 3 clusters Score -5943559 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -5943934.500000 Penalty: 3507.391846
	Iteration 17Q: 3 clusters Score -5943934 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5944269.000000 Penalty: 3507.391846
	Iteration 18Q: 3 clusters Score -5944269 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5944646.000000 Penalty: 3507.391846
	Iteration 19Q: 3 clusters Score -5944646 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -5945066.500000 Penalty: 3507.391846
	Iteration 20F: 3 clusters Score -5945066 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -5945432.000000 Penalty: 3507.391846
	Iteration 21Q: 3 clusters Score -5945432 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -5945804.000000 Penalty: 3507.391846
	Iteration 22Q: 3 clusters Score -5945804 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5946173.000000 Penalty: 3507.391846
	Iteration 23Q: 3 clusters Score -5946173 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -5946507.000000 Penalty: 3507.391846
	Iteration 24Q: 3 clusters Score -5946507 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5946868.500000 Penalty: 3507.391846
	Iteration 25Q: 3 clusters Score -5946868 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -5947261.500000 Penalty: 3507.391846
	Iteration 26Q: 3 clusters Score -5947262 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -5947634.500000 Penalty: 3507.391846
	Iteration 27Q: 3 clusters Score -5947634 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -5948055.000000 Penalty: 3507.391846
	Iteration 28Q: 3 clusters Score -5948055 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -5948514.500000 Penalty: 3507.391846
	Iteration 29Q: 3 clusters Score -5948514 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5948946.500000 Penalty: 3507.391846
	Iteration 30Q: 3 clusters Score -5948946 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5949325.000000 Penalty: 3507.391846
	Iteration 31Q: 3 clusters Score -5949325 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -5949617.500000 Penalty: 3507.391846
	Iteration 32Q: 3 clusters Score -5949618 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5949928.000000 Penalty: 3507.391846
	Iteration 33Q: 3 clusters Score -5949928 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5950141.000000 Penalty: 3507.391846
	Iteration 34Q: 3 clusters Score -5950141 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5950240.500000 Penalty: 3507.391846
	Iteration 35Q: 3 clusters Score -5950240 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5950369.500000 Penalty: 3507.391846
	Iteration 36Q: 3 clusters Score -5950370 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5950444.500000 Penalty: 3507.391846
	Iteration 37Q: 3 clusters Score -5950444 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5950518.500000 Penalty: 3507.391846
	Iteration 38Q: 3 clusters Score -5950518 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5950558.000000 Penalty: 3507.391846
	Iteration 39Q: 3 clusters Score -5950558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5950592.000000 Penalty: 3507.391846
	Iteration 40F: 3 clusters Score -5950592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5950627.000000 Penalty: 3507.391846
	Iteration 41Q: 3 clusters Score -5950627 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5950668.000000 Penalty: 3507.391846
	Iteration 42Q: 3 clusters Score -5950668 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5950708.500000 Penalty: 3507.391846
	Iteration 43Q: 3 clusters Score -5950708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5950743.000000 Penalty: 3507.391846
	Iteration 44Q: 3 clusters Score -5950743 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5950739.500000 Penalty: 3507.391846
	Iteration 45Q: 3 clusters Score -5950740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5950767.500000 Penalty: 3507.391846
	Iteration 46Q: 3 clusters Score -5950768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5950776.000000 Penalty: 3507.391846
	Iteration 47Q: 3 clusters Score -5950776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5950793.000000 Penalty: 3507.391846
	Iteration 48Q: 3 clusters Score -5950793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5950789.500000 Penalty: 3507.391846
	Iteration 49Q: 3 clusters Score -5950790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5950789.000000 Penalty: 3507.391846
	Iteration 50Q: 3 clusters Score -5950789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5950795.000000 Penalty: 3507.391846
	Iteration 51Q: 3 clusters Score -5950795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5950795.500000 Penalty: 3507.391846
	Iteration 52Q: 3 clusters Score -5950796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5950798.000000 Penalty: 3507.391846
	Iteration 53Q: 3 clusters Score -5950798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5950801.500000 Penalty: 3507.391846
	Iteration 54Q: 3 clusters Score -5950802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5950812.000000 Penalty: 3507.391846
	Iteration 55Q: 3 clusters Score -5950812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5950808.500000 Penalty: 3507.391846
	Iteration 56Q: 3 clusters Score -5950808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5950814.000000 Penalty: 3507.391846
	Iteration 57Q: 3 clusters Score -5950814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5950801.500000 Penalty: 3507.391846
	Iteration 58Q: 3 clusters Score -5950802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5950810.000000 Penalty: 3507.391846
	Iteration 59Q: 3 clusters Score -5950810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5950814.000000 Penalty: 3507.391846
	Iteration 60F: 3 clusters Score -5950814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5950812.500000 Penalty: 3507.391846
	Iteration 61Q: 3 clusters Score -5950812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5950811.000000 Penalty: 3507.391846
	Iteration 62Q: 3 clusters Score -5950811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5950804.500000 Penalty: 3507.391846
	Iteration 63Q: 3 clusters Score -5950804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5950805.500000 Penalty: 3507.391846
	Iteration 64Q: 3 clusters Score -5950806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5950802.000000 Penalty: 3507.391846
	Iteration 65Q: 3 clusters Score -5950802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5950805.000000 Penalty: 3507.391846
	Iteration 66Q: 3 clusters Score -5950805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5950810.000000 Penalty: 3507.391846
	Iteration 67Q: 3 clusters Score -5950810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5950809.500000 Penalty: 3507.391846
	Iteration 68Q: 3 clusters Score -5950810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5950809.000000 Penalty: 3507.391846
	Iteration 69Q: 3 clusters Score -5950809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5950813.000000 Penalty: 3507.391846
	Iteration 70Q: 3 clusters Score -5950813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5950817.000000 Penalty: 3507.391846
	Iteration 71Q: 3 clusters Score -5950817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5950822.500000 Penalty: 3507.391846
	Iteration 72Q: 3 clusters Score -5950822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5950826.500000 Penalty: 3507.391846
	Iteration 73Q: 3 clusters Score -5950826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5950825.000000 Penalty: 3507.391846
	Iteration 74Q: 3 clusters Score -5950825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5950835.500000 Penalty: 3507.391846
	Iteration 75Q: 3 clusters Score -5950836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5950832.000000 Penalty: 3507.391846
	Iteration 76Q: 3 clusters Score -5950832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5950829.500000 Penalty: 3507.391846
	Iteration 77Q: 3 clusters Score -5950830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5950827.000000 Penalty: 3507.391846
	Iteration 78Q: 3 clusters Score -5950827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5950838.500000 Penalty: 3507.391846
	Iteration 79Q: 3 clusters Score -5950838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5950841.000000 Penalty: 3507.391846
	Iteration 80F: 3 clusters Score -5950841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5950840.500000 Penalty: 3507.391846
	Iteration 81Q: 3 clusters Score -5950840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5950841.000000 Penalty: 3507.391846
	Iteration 82Q: 3 clusters Score -5950841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5950841.500000 Penalty: 3507.391846
	Iteration 83Q: 3 clusters Score -5950842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5950843.000000 Penalty: 3507.391846
	Iteration 84Q: 3 clusters Score -5950843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5950842.500000 Penalty: 3507.391846
	Iteration 85Q: 3 clusters Score -5950842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5950846.500000 Penalty: 3507.391846
	Iteration 86Q: 3 clusters Score -5950846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5950849.000000 Penalty: 3507.391846
	Iteration 87Q: 3 clusters Score -5950849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5950849.000000 Penalty: 3507.391846
	Iteration 88Q: 3 clusters Score -5950849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5950850.000000 Penalty: 3507.391846
	Iteration 89Q: 3 clusters Score -5950850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5950850.000000 Penalty: 3507.391846
	Iteration 90Q: 3 clusters Score -5950850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5950853.500000 Penalty: 3507.391846
	Iteration 91Q: 3 clusters Score -5950854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5950854.500000 Penalty: 3507.391846
	Iteration 92Q: 3 clusters Score -5950854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5950851.500000 Penalty: 3507.391846
	Iteration 93Q: 3 clusters Score -5950852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5950851.000000 Penalty: 3507.391846
	Iteration 94Q: 3 clusters Score -5950851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5950852.500000 Penalty: 3507.391846
	Iteration 95Q: 3 clusters Score -5950852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5950850.500000 Penalty: 3507.391846
	Iteration 96Q: 3 clusters Score -5950850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5950853.500000 Penalty: 3507.391846
	Iteration 97Q: 3 clusters Score -5950854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5950854.500000 Penalty: 3507.391846
	Iteration 98Q: 3 clusters Score -5950854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5950854.500000 Penalty: 3507.391846
	Iteration 99F: 3 clusters Score -5950854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Entering Unmasked Estep 
Score: -1399252.750000 Penalty: 1527.346924
	Iteration 0F: 2 clusters Score -1399253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1390786.625000 Penalty: 3054.693848
	Iteration 0F: 3 clusters Score -1390787 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1393881.875000 Penalty: 3054.693848
	Iteration 1F: 3 clusters Score -1393882 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1394407.375000 Penalty: 3054.693848
	Iteration 2F: 3 clusters Score -1394407 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1394909.000000 Penalty: 3054.693848
	Iteration 3F: 3 clusters Score -1394909 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1395459.125000 Penalty: 3054.693848
	Iteration 4F: 3 clusters Score -1395459 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1396017.250000 Penalty: 3054.693848
	Iteration 5F: 3 clusters Score -1396017 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1396512.250000 Penalty: 3054.693848
	Iteration 6F: 3 clusters Score -1396512 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1396896.000000 Penalty: 3054.693848
	Iteration 7Q: 3 clusters Score -1396896 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1397158.875000 Penalty: 3054.693848
	Iteration 8Q: 3 clusters Score -1397159 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1397332.250000 Penalty: 3054.693848
	Iteration 9Q: 3 clusters Score -1397332 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1397455.375000 Penalty: 3054.693848
	Iteration 10Q: 3 clusters Score -1397455 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1397551.875000 Penalty: 3054.693848
	Iteration 11Q: 3 clusters Score -1397552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1397643.875000 Penalty: 3054.693848
	Iteration 12Q: 3 clusters Score -1397644 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1397732.750000 Penalty: 3054.693848
	Iteration 13Q: 3 clusters Score -1397733 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1397805.250000 Penalty: 3054.693848
	Iteration 14Q: 3 clusters Score -1397805 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1397885.625000 Penalty: 3054.693848
	Iteration 15Q: 3 clusters Score -1397886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1397954.750000 Penalty: 3054.693848
	Iteration 16Q: 3 clusters Score -1397955 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1398019.250000 Penalty: 3054.693848
	Iteration 17Q: 3 clusters Score -1398019 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1398072.500000 Penalty: 3054.693848
	Iteration 18Q: 3 clusters Score -1398072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1398110.000000 Penalty: 3054.693848
	Iteration 19Q: 3 clusters Score -1398110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1398148.375000 Penalty: 3054.693848
	Iteration 20F: 3 clusters Score -1398148 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1398172.250000 Penalty: 3054.693848
	Iteration 21Q: 3 clusters Score -1398172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1398196.750000 Penalty: 3054.693848
	Iteration 22Q: 3 clusters Score -1398197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1398228.375000 Penalty: 3054.693848
	Iteration 23Q: 3 clusters Score -1398228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1398269.875000 Penalty: 3054.693848
	Iteration 24Q: 3 clusters Score -1398270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1398289.375000 Penalty: 3054.693848
	Iteration 25Q: 3 clusters Score -1398289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1398303.500000 Penalty: 3054.693848
	Iteration 26Q: 3 clusters Score -1398304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1398319.375000 Penalty: 3054.693848
	Iteration 27Q: 3 clusters Score -1398319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1398324.875000 Penalty: 3054.693848
	Iteration 28Q: 3 clusters Score -1398325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1398327.500000 Penalty: 3054.693848
	Iteration 29Q: 3 clusters Score -1398328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1398333.500000 Penalty: 3054.693848
	Iteration 30Q: 3 clusters Score -1398334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1398336.875000 Penalty: 3054.693848
	Iteration 31Q: 3 clusters Score -1398337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1398338.625000 Penalty: 3054.693848
	Iteration 32Q: 3 clusters Score -1398339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1398343.375000 Penalty: 3054.693848
	Iteration 33Q: 3 clusters Score -1398343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1398345.625000 Penalty: 3054.693848
	Iteration 34Q: 3 clusters Score -1398346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1398345.750000 Penalty: 3054.693848
	Iteration 35Q: 3 clusters Score -1398346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1398348.250000 Penalty: 3054.693848
	Iteration 36Q: 3 clusters Score -1398348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1398348.000000 Penalty: 3054.693848
	Iteration 37Q: 3 clusters Score -1398348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1398352.750000 Penalty: 3054.693848
	Iteration 38Q: 3 clusters Score -1398353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1398357.375000 Penalty: 3054.693848
	Iteration 39Q: 3 clusters Score -1398357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1398360.625000 Penalty: 3054.693848
	Iteration 40F: 3 clusters Score -1398361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1398359.000000 Penalty: 3054.693848
	Iteration 41Q: 3 clusters Score -1398359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1398358.625000 Penalty: 3054.693848
	Iteration 42Q: 3 clusters Score -1398359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1398357.750000 Penalty: 3054.693848
	Iteration 43Q: 3 clusters Score -1398358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1398359.500000 Penalty: 3054.693848
	Iteration 44Q: 3 clusters Score -1398360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1398362.250000 Penalty: 3054.693848
	Iteration 45Q: 3 clusters Score -1398362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1398361.750000 Penalty: 3054.693848
	Iteration 46Q: 3 clusters Score -1398362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1398360.625000 Penalty: 3054.693848
	Iteration 47Q: 3 clusters Score -1398361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1398361.500000 Penalty: 3054.693848
	Iteration 48Q: 3 clusters Score -1398362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1398361.500000 Penalty: 3054.693848
	Iteration 49Q: 3 clusters Score -1398362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1398361.500000 Penalty: 3054.693848
	Iteration 50F: 3 clusters Score -1398362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Entering Unmasked Estep 
Score: -1027653.250000 Penalty: 1465.656006
	Iteration 0F: 2 clusters Score -1027653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1021600.875000 Penalty: 2931.312012
	Iteration 0F: 3 clusters Score -1021601 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1023449.187500 Penalty: 2931.312012
	Iteration 1F: 3 clusters Score -1023449 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1023657.687500 Penalty: 2931.312012
	Iteration 2F: 3 clusters Score -1023658 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1023774.562500 Penalty: 2931.312012
	Iteration 3Q: 3 clusters Score -1023775 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1023849.062500 Penalty: 2931.312012
	Iteration 4Q: 3 clusters Score -1023849 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1023919.687500 Penalty: 2931.312012
	Iteration 5Q: 3 clusters Score -1023920 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1023991.437500 Penalty: 2931.312012
	Iteration 6Q: 3 clusters Score -1023991 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1024058.062500 Penalty: 2931.312012
	Iteration 7Q: 3 clusters Score -1024058 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1024116.125000 Penalty: 2931.312012
	Iteration 8Q: 3 clusters Score -1024116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1024183.687500 Penalty: 2931.312012
	Iteration 9Q: 3 clusters Score -1024184 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1024259.062500 Penalty: 2931.312012
	Iteration 10Q: 3 clusters Score -1024259 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1024339.625000 Penalty: 2931.312012
	Iteration 11Q: 3 clusters Score -1024340 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1024426.437500 Penalty: 2931.312012
	Iteration 12Q: 3 clusters Score -1024426 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1024550.437500 Penalty: 2931.312012
	Iteration 13Q: 3 clusters Score -1024550 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1024706.875000 Penalty: 2931.312012
	Iteration 14Q: 3 clusters Score -1024707 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1024878.937500 Penalty: 2931.312012
	Iteration 15Q: 3 clusters Score -1024879 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1025067.937500 Penalty: 2931.312012
	Iteration 16Q: 3 clusters Score -1025068 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1025248.125000 Penalty: 2931.312012
	Iteration 17Q: 3 clusters Score -1025248 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1025439.562500 Penalty: 2931.312012
	Iteration 18Q: 3 clusters Score -1025440 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1025604.250000 Penalty: 2931.312012
	Iteration 19Q: 3 clusters Score -1025604 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1025704.437500 Penalty: 2931.312012
	Iteration 20F: 3 clusters Score -1025704 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1025792.875000 Penalty: 2931.312012
	Iteration 21Q: 3 clusters Score -1025793 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1025852.625000 Penalty: 2931.312012
	Iteration 22Q: 3 clusters Score -1025853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1025908.312500 Penalty: 2931.312012
	Iteration 23Q: 3 clusters Score -1025908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1025958.437500 Penalty: 2931.312012
	Iteration 24Q: 3 clusters Score -1025958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1025990.500000 Penalty: 2931.312012
	Iteration 25Q: 3 clusters Score -1025990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1026022.125000 Penalty: 2931.312012
	Iteration 26Q: 3 clusters Score -1026022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1026060.250000 Penalty: 2931.312012
	Iteration 27Q: 3 clusters Score -1026060 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1026098.375000 Penalty: 2931.312012
	Iteration 28Q: 3 clusters Score -1026098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1026141.937500 Penalty: 2931.312012
	Iteration 29Q: 3 clusters Score -1026142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1026195.625000 Penalty: 2931.312012
	Iteration 30Q: 3 clusters Score -1026196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1026237.000000 Penalty: 2931.312012
	Iteration 31Q: 3 clusters Score -1026237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1026264.437500 Penalty: 2931.312012
	Iteration 32Q: 3 clusters Score -1026264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1026282.562500 Penalty: 2931.312012
	Iteration 33Q: 3 clusters Score -1026283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1026294.312500 Penalty: 2931.312012
	Iteration 34Q: 3 clusters Score -1026294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1026311.437500 Penalty: 2931.312012
	Iteration 35Q: 3 clusters Score -1026311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1026326.500000 Penalty: 2931.312012
	Iteration 36Q: 3 clusters Score -1026326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1026342.250000 Penalty: 2931.312012
	Iteration 37Q: 3 clusters Score -1026342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1026356.687500 Penalty: 2931.312012
	Iteration 38Q: 3 clusters Score -1026357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1026363.000000 Penalty: 2931.312012
	Iteration 39Q: 3 clusters Score -1026363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1026368.625000 Penalty: 2931.312012
	Iteration 40F: 3 clusters Score -1026369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1026374.687500 Penalty: 2931.312012
	Iteration 41Q: 3 clusters Score -1026375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1026374.625000 Penalty: 2931.312012
	Iteration 42Q: 3 clusters Score -1026375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1026381.062500 Penalty: 2931.312012
	Iteration 43Q: 3 clusters Score -1026381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1026387.625000 Penalty: 2931.312012
	Iteration 44Q: 3 clusters Score -1026388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1026395.875000 Penalty: 2931.312012
	Iteration 45Q: 3 clusters Score -1026396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1026404.687500 Penalty: 2931.312012
	Iteration 46Q: 3 clusters Score -1026405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1026408.937500 Penalty: 2931.312012
	Iteration 47Q: 3 clusters Score -1026409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1026413.125000 Penalty: 2931.312012
	Iteration 48Q: 3 clusters Score -1026413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1026414.250000 Penalty: 2931.312012
	Iteration 49Q: 3 clusters Score -1026414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1026415.937500 Penalty: 2931.312012
	Iteration 50Q: 3 clusters Score -1026416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1026415.937500 Penalty: 2931.312012
	Iteration 51F: 3 clusters Score -1026416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Entering Unmasked Estep 
Score: -4556337.000000 Penalty: 1705.399780
	Iteration 0F: 2 clusters Score -4556337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4532169.500000 Penalty: 3410.799561
	Iteration 0F: 3 clusters Score -4532170 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4542010.000000 Penalty: 3410.799561
	Iteration 1F: 3 clusters Score -4542010 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4542898.000000 Penalty: 3410.799561
	Iteration 2F: 3 clusters Score -4542898 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4544165.000000 Penalty: 3410.799561
	Iteration 3F: 3 clusters Score -4544165 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -4546037.000000 Penalty: 3410.799561
	Iteration 4F: 3 clusters Score -4546037 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -4548458.500000 Penalty: 3410.799561
	Iteration 5F: 3 clusters Score -4548458 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4550908.000000 Penalty: 3410.799561
	Iteration 6F: 3 clusters Score -4550908 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4552748.000000 Penalty: 3410.799561
	Iteration 7F: 3 clusters Score -4552748 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4553676.500000 Penalty: 3410.799561
	Iteration 8Q: 3 clusters Score -4553676 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4554133.000000 Penalty: 3410.799561
	Iteration 9Q: 3 clusters Score -4554133 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4554404.000000 Penalty: 3410.799561
	Iteration 10Q: 3 clusters Score -4554404 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4554604.500000 Penalty: 3410.799561
	Iteration 11Q: 3 clusters Score -4554604 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4554747.000000 Penalty: 3410.799561
	Iteration 12Q: 3 clusters Score -4554747 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4554808.500000 Penalty: 3410.799561
	Iteration 13Q: 3 clusters Score -4554808 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4554872.000000 Penalty: 3410.799561
	Iteration 14Q: 3 clusters Score -4554872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4554894.500000 Penalty: 3410.799561
	Iteration 15Q: 3 clusters Score -4554894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4554916.000000 Penalty: 3410.799561
	Iteration 16Q: 3 clusters Score -4554916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4554940.500000 Penalty: 3410.799561
	Iteration 17Q: 3 clusters Score -4554940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4554977.000000 Penalty: 3410.799561
	Iteration 18Q: 3 clusters Score -4554977 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4554992.500000 Penalty: 3410.799561
	Iteration 19Q: 3 clusters Score -4554992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4554994.000000 Penalty: 3410.799561
	Iteration 20F: 3 clusters Score -4554994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4555012.500000 Penalty: 3410.799561
	Iteration 21Q: 3 clusters Score -4555012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4555025.000000 Penalty: 3410.799561
	Iteration 22Q: 3 clusters Score -4555025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4555047.000000 Penalty: 3410.799561
	Iteration 23Q: 3 clusters Score -4555047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4555063.500000 Penalty: 3410.799561
	Iteration 24Q: 3 clusters Score -4555064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4555075.500000 Penalty: 3410.799561
	Iteration 25Q: 3 clusters Score -4555076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4555104.000000 Penalty: 3410.799561
	Iteration 26Q: 3 clusters Score -4555104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4555119.500000 Penalty: 3410.799561
	Iteration 27Q: 3 clusters Score -4555120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4555131.500000 Penalty: 3410.799561
	Iteration 28Q: 3 clusters Score -4555132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4555143.500000 Penalty: 3410.799561
	Iteration 29Q: 3 clusters Score -4555144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4555133.500000 Penalty: 3410.799561
	Iteration 30Q: 3 clusters Score -4555134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4555147.000000 Penalty: 3410.799561
	Iteration 31Q: 3 clusters Score -4555147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4555150.000000 Penalty: 3410.799561
	Iteration 32Q: 3 clusters Score -4555150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4555168.500000 Penalty: 3410.799561
	Iteration 33Q: 3 clusters Score -4555168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4555177.500000 Penalty: 3410.799561
	Iteration 34Q: 3 clusters Score -4555178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4555169.500000 Penalty: 3410.799561
	Iteration 35Q: 3 clusters Score -4555170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4555175.500000 Penalty: 3410.799561
	Iteration 36Q: 3 clusters Score -4555176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4555186.500000 Penalty: 3410.799561
	Iteration 37Q: 3 clusters Score -4555186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4555188.000000 Penalty: 3410.799561
	Iteration 38Q: 3 clusters Score -4555188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4555196.500000 Penalty: 3410.799561
	Iteration 39Q: 3 clusters Score -4555196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4555202.000000 Penalty: 3410.799561
	Iteration 40F: 3 clusters Score -4555202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4555209.500000 Penalty: 3410.799561
	Iteration 41Q: 3 clusters Score -4555210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -4555203.000000 Penalty: 3410.799561
	Iteration 42Q: 3 clusters Score -4555203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4555200.000000 Penalty: 3410.799561
	Iteration 43Q: 3 clusters Score -4555200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4555202.000000 Penalty: 3410.799561
	Iteration 44Q: 3 clusters Score -4555202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4555211.500000 Penalty: 3410.799561
	Iteration 45Q: 3 clusters Score -4555212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4555208.000000 Penalty: 3410.799561
	Iteration 46Q: 3 clusters Score -4555208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4555207.500000 Penalty: 3410.799561
	Iteration 47Q: 3 clusters Score -4555208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4555208.500000 Penalty: 3410.799561
	Iteration 48Q: 3 clusters Score -4555208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4555207.500000 Penalty: 3410.799561
	Iteration 49Q: 3 clusters Score -4555208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4555204.000000 Penalty: 3410.799561
	Iteration 50Q: 3 clusters Score -4555204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4555204.000000 Penalty: 3410.799561
	Iteration 51Q: 3 clusters Score -4555204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -4555209.500000 Penalty: 3410.799561
	Iteration 52Q: 3 clusters Score -4555210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4555214.000000 Penalty: 3410.799561
	Iteration 53Q: 3 clusters Score -4555214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4555212.000000 Penalty: 3410.799561
	Iteration 54Q: 3 clusters Score -4555212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4555212.000000 Penalty: 3410.799561
	Iteration 55F: 3 clusters Score -4555212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -199610.968750 Penalty: 1219.284546
	Iteration 0F: 2 clusters Score -199611 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 907 members 
Entering Unmasked Estep 
Score: -197647.750000 Penalty: 2438.569092
	Iteration 0F: 3 clusters Score -197647.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -198275.906250 Penalty: 2438.569092
	Iteration 1F: 3 clusters Score -198275.9 nChanged 216
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: -198588.156250 Penalty: 2438.569092
	Iteration 2F: 3 clusters Score -198588.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198842.328125 Penalty: 2438.569092
	Iteration 3F: 3 clusters Score -198842.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -199078.156250 Penalty: 2438.569092
	Iteration 4F: 3 clusters Score -199078.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -199268.015625 Penalty: 2438.569092
	Iteration 5F: 3 clusters Score -199268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -199449.359375 Penalty: 2438.569092
	Iteration 6F: 3 clusters Score -199449.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -199551.593750 Penalty: 2438.569092
	Iteration 7Q: 3 clusters Score -199551.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199588.546875 Penalty: 2438.569092
	Iteration 8Q: 3 clusters Score -199588.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -199613.203125 Penalty: 2438.569092
	Iteration 9Q: 3 clusters Score -199613.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -199630.906250 Penalty: 2438.569092
	Iteration 10Q: 3 clusters Score -199630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199637.375000 Penalty: 2438.569092
	Iteration 11Q: 3 clusters Score -199637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -199640.375000 Penalty: 2438.569092
	Iteration 12Q: 3 clusters Score -199640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -199646.828125 Penalty: 2438.569092
	Iteration 13Q: 3 clusters Score -199646.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199658.390625 Penalty: 2438.569092
	Iteration 14Q: 3 clusters Score -199658.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -199664.953125 Penalty: 2438.569092
	Iteration 15Q: 3 clusters Score -199665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199670.765625 Penalty: 2438.569092
	Iteration 16Q: 3 clusters Score -199670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -199676.296875 Penalty: 2438.569092
	Iteration 17Q: 3 clusters Score -199676.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199677.671875 Penalty: 2438.569092
	Iteration 18Q: 3 clusters Score -199677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199678.375000 Penalty: 2438.569092
	Iteration 19Q: 3 clusters Score -199678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -199678.750000 Penalty: 2438.569092
	Iteration 20F: 3 clusters Score -199678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 845 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 124017 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 969 members 
Entering Unmasked Estep 
Score: -141737184.000000 Penalty: 90746.617188
Splitting cluster 27 changes total score from -141737360.000000 to -141737184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -280506.375000 Penalty: 1259.054688
	Iteration 0F: 2 clusters Score -280506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -278195.312500 Penalty: 2518.109375
	Iteration 0F: 3 clusters Score -278195.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -278702.656250 Penalty: 2518.109375
	Iteration 1F: 3 clusters Score -278702.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -278825.906250 Penalty: 2518.109375
	Iteration 2F: 3 clusters Score -278825.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -278904.906250 Penalty: 2518.109375
	Iteration 3Q: 3 clusters Score -278904.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -278969.281250 Penalty: 2518.109375
	Iteration 4Q: 3 clusters Score -278969.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -279026.250000 Penalty: 2518.109375
	Iteration 5Q: 3 clusters Score -279026.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279068.468750 Penalty: 2518.109375
	Iteration 6Q: 3 clusters Score -279068.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279105.625000 Penalty: 2518.109375
	Iteration 7Q: 3 clusters Score -279105.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -279129.500000 Penalty: 2518.109375
	Iteration 8Q: 3 clusters Score -279129.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -279151.062500 Penalty: 2518.109375
	Iteration 9Q: 3 clusters Score -279151.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -279166.937500 Penalty: 2518.109375
	Iteration 10Q: 3 clusters Score -279166.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -279184.156250 Penalty: 2518.109375
	Iteration 11Q: 3 clusters Score -279184.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -279200.875000 Penalty: 2518.109375
	Iteration 12Q: 3 clusters Score -279200.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -279214.250000 Penalty: 2518.109375
	Iteration 13Q: 3 clusters Score -279214.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -279229.906250 Penalty: 2518.109375
	Iteration 14Q: 3 clusters Score -279229.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -279242.156250 Penalty: 2518.109375
	Iteration 15Q: 3 clusters Score -279242.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -279250.218750 Penalty: 2518.109375
	Iteration 16Q: 3 clusters Score -279250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -279258.031250 Penalty: 2518.109375
	Iteration 17Q: 3 clusters Score -279258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -279267.875000 Penalty: 2518.109375
	Iteration 18Q: 3 clusters Score -279267.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -279279.468750 Penalty: 2518.109375
	Iteration 19Q: 3 clusters Score -279279.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -279287.718750 Penalty: 2518.109375
	Iteration 20F: 3 clusters Score -279287.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -279298.593750 Penalty: 2518.109375
	Iteration 21Q: 3 clusters Score -279298.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -279312.625000 Penalty: 2518.109375
	Iteration 22Q: 3 clusters Score -279312.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -279330.718750 Penalty: 2518.109375
	Iteration 23Q: 3 clusters Score -279330.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -279356.000000 Penalty: 2518.109375
	Iteration 24Q: 3 clusters Score -279356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -279388.125000 Penalty: 2518.109375
	Iteration 25Q: 3 clusters Score -279388.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -279448.468750 Penalty: 2518.109375
	Iteration 26Q: 3 clusters Score -279448.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -279513.343750 Penalty: 2518.109375
	Iteration 27Q: 3 clusters Score -279513.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -279603.500000 Penalty: 2518.109375
	Iteration 28Q: 3 clusters Score -279603.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -279685.968750 Penalty: 2518.109375
	Iteration 29Q: 3 clusters Score -279686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -279754.531250 Penalty: 2518.109375
	Iteration 30Q: 3 clusters Score -279754.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -279844.281250 Penalty: 2518.109375
	Iteration 31Q: 3 clusters Score -279844.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -279968.968750 Penalty: 2518.109375
	Iteration 32Q: 3 clusters Score -279969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -280077.562500 Penalty: 2518.109375
	Iteration 33Q: 3 clusters Score -280077.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -280156.781250 Penalty: 2518.109375
	Iteration 34Q: 3 clusters Score -280156.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -280199.937500 Penalty: 2518.109375
	Iteration 35Q: 3 clusters Score -280199.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -280224.562500 Penalty: 2518.109375
	Iteration 36Q: 3 clusters Score -280224.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -280243.187500 Penalty: 2518.109375
	Iteration 37Q: 3 clusters Score -280243.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280254.625000 Penalty: 2518.109375
	Iteration 38Q: 3 clusters Score -280254.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -280267.906250 Penalty: 2518.109375
	Iteration 39Q: 3 clusters Score -280267.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -280283.125000 Penalty: 2518.109375
	Iteration 40F: 3 clusters Score -280283.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -280306.000000 Penalty: 2518.109375
	Iteration 41Q: 3 clusters Score -280306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -280339.968750 Penalty: 2518.109375
	Iteration 42Q: 3 clusters Score -280340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -280379.125000 Penalty: 2518.109375
	Iteration 43Q: 3 clusters Score -280379.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -280409.968750 Penalty: 2518.109375
	Iteration 44Q: 3 clusters Score -280410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -280437.125000 Penalty: 2518.109375
	Iteration 45Q: 3 clusters Score -280437.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -280462.718750 Penalty: 2518.109375
	Iteration 46Q: 3 clusters Score -280462.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -280476.750000 Penalty: 2518.109375
	Iteration 47Q: 3 clusters Score -280476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -280484.343750 Penalty: 2518.109375
	Iteration 48Q: 3 clusters Score -280484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -280487.187500 Penalty: 2518.109375
	Iteration 49Q: 3 clusters Score -280487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -280488.281250 Penalty: 2518.109375
	Iteration 50Q: 3 clusters Score -280488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -280488.687500 Penalty: 2518.109375
	Iteration 51Q: 3 clusters Score -280488.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -280488.687500 Penalty: 2518.109375
	Iteration 52F: 3 clusters Score -280488.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -15834.970703 Penalty: 971.156982
	Iteration 0F: 2 clusters Score -15834.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15255.650391 Penalty: 1942.313965
	Iteration 0F: 3 clusters Score -15255.65 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15806.787109 Penalty: 1942.313965
	Iteration 1F: 3 clusters Score -15806.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16046.424805 Penalty: 1942.313965
	Iteration 2F: 3 clusters Score -16046.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16207.552734 Penalty: 1942.313965
	Iteration 3F: 3 clusters Score -16207.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16432.283203 Penalty: 1942.313965
	Iteration 4F: 3 clusters Score -16432.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16630.326172 Penalty: 1942.313965
	Iteration 5Q: 3 clusters Score -16630.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16792.486328 Penalty: 1942.313965
	Iteration 6Q: 3 clusters Score -16792.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16853.269531 Penalty: 1942.313965
	Iteration 7Q: 3 clusters Score -16853.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16869.183594 Penalty: 1942.313965
	Iteration 8Q: 3 clusters Score -16869.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16884.783203 Penalty: 1942.313965
	Iteration 9Q: 3 clusters Score -16884.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16888.009766 Penalty: 1942.313965
	Iteration 10Q: 3 clusters Score -16888.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16892.490234 Penalty: 1942.313965
	Iteration 11F: 3 clusters Score -16892.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16905.955078 Penalty: 1942.313965
	Iteration 12Q: 3 clusters Score -16905.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16923.560547 Penalty: 1942.313965
	Iteration 13Q: 3 clusters Score -16923.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16925.550781 Penalty: 1942.313965
	Iteration 14Q: 3 clusters Score -16925.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16926.843750 Penalty: 1942.313965
	Iteration 15Q: 3 clusters Score -16926.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16926.843750 Penalty: 1942.313965
	Iteration 16F: 3 clusters Score -16926.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 124017 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 161 members 
Entering Unmasked Estep 
Score: -141737952.000000 Penalty: 90746.617188
Splitting cluster 29 changes total score from -141737360.000000 to -141737952.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -56556.613281 Penalty: 1041.118042
	Iteration 0F: 2 clusters Score -56556.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55451.652344 Penalty: 2082.236084
	Iteration 0F: 3 clusters Score -55451.65 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55669.789062 Penalty: 2082.236084
	Iteration 1F: 3 clusters Score -55669.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55769.175781 Penalty: 2082.236084
	Iteration 2F: 3 clusters Score -55769.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55884.695312 Penalty: 2082.236084
	Iteration 3F: 3 clusters Score -55884.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -55999.097656 Penalty: 2082.236084
	Iteration 4F: 3 clusters Score -55999.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56209.652344 Penalty: 2082.236084
	Iteration 5F: 3 clusters Score -56209.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56447.847656 Penalty: 2082.236084
	Iteration 6F: 3 clusters Score -56447.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56609.261719 Penalty: 2082.236084
	Iteration 7F: 3 clusters Score -56609.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56685.273438 Penalty: 2082.236084
	Iteration 8Q: 3 clusters Score -56685.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56728.234375 Penalty: 2082.236084
	Iteration 9Q: 3 clusters Score -56728.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56772.000000 Penalty: 2082.236084
	Iteration 10Q: 3 clusters Score -56772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56805.414062 Penalty: 2082.236084
	Iteration 11Q: 3 clusters Score -56805.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56813.167969 Penalty: 2082.236084
	Iteration 12Q: 3 clusters Score -56813.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56817.886719 Penalty: 2082.236084
	Iteration 13Q: 3 clusters Score -56817.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56821.652344 Penalty: 2082.236084
	Iteration 14Q: 3 clusters Score -56821.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56823.761719 Penalty: 2082.236084
	Iteration 15Q: 3 clusters Score -56823.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56824.847656 Penalty: 2082.236084
	Iteration 16Q: 3 clusters Score -56824.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56824.847656 Penalty: 2082.236084
	Iteration 17F: 3 clusters Score -56824.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 299 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 124017 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 161 members 
Mstep: Class 41 contains 307 members 
Entering Unmasked Estep 
Score: -141736912.000000 Penalty: 93015.281250
Splitting cluster 30 changes total score from -141737360.000000 to -141736912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (85402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Entering Unmasked Estep 
Score: -10792816.000000 Penalty: 1845.207764
	Iteration 0F: 2 clusters Score -1.079282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -10735464.000000 Penalty: 3690.415527
	Iteration 0F: 3 clusters Score -1.073546e+07 nChanged 40728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -10759767.000000 Penalty: 3690.415527
	Iteration 1F: 3 clusters Score -1.075977e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -10760858.000000 Penalty: 3690.415527
	Iteration 2Q: 3 clusters Score -1.076086e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -10762235.000000 Penalty: 3690.415527
	Iteration 3Q: 3 clusters Score -1.076224e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -10764108.000000 Penalty: 3690.415527
	Iteration 4Q: 3 clusters Score -1.076411e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -10766495.000000 Penalty: 3690.415527
	Iteration 5Q: 3 clusters Score -1.07665e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -10768994.000000 Penalty: 3690.415527
	Iteration 6F: 3 clusters Score -1.076899e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -10771541.000000 Penalty: 3690.415527
	Iteration 7F: 3 clusters Score -1.077154e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -10773960.000000 Penalty: 3690.415527
	Iteration 8F: 3 clusters Score -1.077396e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -10776413.000000 Penalty: 3690.415527
	Iteration 9Q: 3 clusters Score -1.077641e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -10778700.000000 Penalty: 3690.415527
	Iteration 10Q: 3 clusters Score -1.07787e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -10780511.000000 Penalty: 3690.415527
	Iteration 11Q: 3 clusters Score -1.078051e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -10781793.000000 Penalty: 3690.415527
	Iteration 12Q: 3 clusters Score -1.078179e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -10782678.000000 Penalty: 3690.415527
	Iteration 13Q: 3 clusters Score -1.078268e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -10783331.000000 Penalty: 3690.415527
	Iteration 14Q: 3 clusters Score -1.078333e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -10783863.000000 Penalty: 3690.415527
	Iteration 15Q: 3 clusters Score -1.078386e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -10784377.000000 Penalty: 3690.415527
	Iteration 16Q: 3 clusters Score -1.078438e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -10784855.000000 Penalty: 3690.415527
	Iteration 17Q: 3 clusters Score -1.078486e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -10785384.000000 Penalty: 3690.415527
	Iteration 18Q: 3 clusters Score -1.078538e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -10785913.000000 Penalty: 3690.415527
	Iteration 19Q: 3 clusters Score -1.078591e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -10786532.000000 Penalty: 3690.415527
	Iteration 20F: 3 clusters Score -1.078653e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -10787094.000000 Penalty: 3690.415527
	Iteration 21Q: 3 clusters Score -1.078709e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -10787712.000000 Penalty: 3690.415527
	Iteration 22Q: 3 clusters Score -1.078771e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -10788264.000000 Penalty: 3690.415527
	Iteration 23Q: 3 clusters Score -1.078826e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -10788732.000000 Penalty: 3690.415527
	Iteration 24Q: 3 clusters Score -1.078873e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -10789156.000000 Penalty: 3690.415527
	Iteration 25Q: 3 clusters Score -1.078916e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -10789520.000000 Penalty: 3690.415527
	Iteration 26Q: 3 clusters Score -1.078952e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -10789811.000000 Penalty: 3690.415527
	Iteration 27Q: 3 clusters Score -1.078981e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -10790080.000000 Penalty: 3690.415527
	Iteration 28Q: 3 clusters Score -1.079008e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -10790354.000000 Penalty: 3690.415527
	Iteration 29Q: 3 clusters Score -1.079035e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -10790533.000000 Penalty: 3690.415527
	Iteration 30Q: 3 clusters Score -1.079053e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10790681.000000 Penalty: 3690.415527
	Iteration 31Q: 3 clusters Score -1.079068e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10790774.000000 Penalty: 3690.415527
	Iteration 32Q: 3 clusters Score -1.079077e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -10790902.000000 Penalty: 3690.415527
	Iteration 33Q: 3 clusters Score -1.07909e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10790960.000000 Penalty: 3690.415527
	Iteration 34Q: 3 clusters Score -1.079096e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10790993.000000 Penalty: 3690.415527
	Iteration 35Q: 3 clusters Score -1.079099e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10791048.000000 Penalty: 3690.415527
	Iteration 36Q: 3 clusters Score -1.079105e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10791104.000000 Penalty: 3690.415527
	Iteration 37Q: 3 clusters Score -1.07911e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10791146.000000 Penalty: 3690.415527
	Iteration 38Q: 3 clusters Score -1.079115e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10791186.000000 Penalty: 3690.415527
	Iteration 39Q: 3 clusters Score -1.079119e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10791196.000000 Penalty: 3690.415527
	Iteration 40F: 3 clusters Score -1.07912e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10791228.000000 Penalty: 3690.415527
	Iteration 41Q: 3 clusters Score -1.079123e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10791272.000000 Penalty: 3690.415527
	Iteration 42Q: 3 clusters Score -1.079127e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10791290.000000 Penalty: 3690.415527
	Iteration 43Q: 3 clusters Score -1.079129e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10791296.000000 Penalty: 3690.415527
	Iteration 44Q: 3 clusters Score -1.07913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10791305.000000 Penalty: 3690.415527
	Iteration 45Q: 3 clusters Score -1.07913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10791301.000000 Penalty: 3690.415527
	Iteration 46Q: 3 clusters Score -1.07913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10791303.000000 Penalty: 3690.415527
	Iteration 47Q: 3 clusters Score -1.07913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10791298.000000 Penalty: 3690.415527
	Iteration 48Q: 3 clusters Score -1.07913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10791298.000000 Penalty: 3690.415527
	Iteration 49Q: 3 clusters Score -1.07913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10791303.000000 Penalty: 3690.415527
	Iteration 50Q: 3 clusters Score -1.07913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10791307.000000 Penalty: 3690.415527
	Iteration 51Q: 3 clusters Score -1.079131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10791314.000000 Penalty: 3690.415527
	Iteration 52Q: 3 clusters Score -1.079131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10791313.000000 Penalty: 3690.415527
	Iteration 53Q: 3 clusters Score -1.079131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10791320.000000 Penalty: 3690.415527
	Iteration 54Q: 3 clusters Score -1.079132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10791326.000000 Penalty: 3690.415527
	Iteration 55Q: 3 clusters Score -1.079133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10791327.000000 Penalty: 3690.415527
	Iteration 56Q: 3 clusters Score -1.079133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10791327.000000 Penalty: 3690.415527
	Iteration 57F: 3 clusters Score -1.079133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -35314.582031 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -35314.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34416.375000 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -34416.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34842.476562 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -34842.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35083.871094 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -35083.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35192.214844 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -35192.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35267.804688 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -35267.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35341.484375 Penalty: 1983.331543
	Iteration 5F: 3 clusters Score -35341.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35396.921875 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -35396.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35440.550781 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -35440.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35469.757812 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -35469.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35495.343750 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -35495.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35499.285156 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -35499.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35499.285156 Penalty: 1983.331543
	Iteration 11F: 3 clusters Score -35499.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 220 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 124017 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 161 members 
Mstep: Class 41 contains 227 members 
Entering Unmasked Estep 
Score: -141736800.000000 Penalty: 93015.281250
Splitting cluster 32 changes total score from -141737360.000000 to -141736800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (31104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Entering Unmasked Estep 
Score: -3946645.000000 Penalty: 1681.077393
	Iteration 0F: 2 clusters Score -3946645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3925820.500000 Penalty: 3362.154785
	Iteration 0F: 3 clusters Score -3925820 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3933561.250000 Penalty: 3362.154785
	Iteration 1F: 3 clusters Score -3933561 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3933975.750000 Penalty: 3362.154785
	Iteration 2Q: 3 clusters Score -3933976 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3934445.000000 Penalty: 3362.154785
	Iteration 3Q: 3 clusters Score -3934445 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3934925.500000 Penalty: 3362.154785
	Iteration 4Q: 3 clusters Score -3934926 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3935580.500000 Penalty: 3362.154785
	Iteration 5Q: 3 clusters Score -3935580 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3936577.750000 Penalty: 3362.154785
	Iteration 6F: 3 clusters Score -3936578 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3938030.000000 Penalty: 3362.154785
	Iteration 7F: 3 clusters Score -3938030 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3939900.000000 Penalty: 3362.154785
	Iteration 8F: 3 clusters Score -3939900 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3941691.750000 Penalty: 3362.154785
	Iteration 9F: 3 clusters Score -3941692 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3943115.250000 Penalty: 3362.154785
	Iteration 10F: 3 clusters Score -3943115 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3944096.250000 Penalty: 3362.154785
	Iteration 11Q: 3 clusters Score -3944096 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3944653.500000 Penalty: 3362.154785
	Iteration 12Q: 3 clusters Score -3944654 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3944949.250000 Penalty: 3362.154785
	Iteration 13Q: 3 clusters Score -3944949 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3945124.000000 Penalty: 3362.154785
	Iteration 14Q: 3 clusters Score -3945124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3945210.250000 Penalty: 3362.154785
	Iteration 15Q: 3 clusters Score -3945210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3945241.750000 Penalty: 3362.154785
	Iteration 16Q: 3 clusters Score -3945242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3945275.500000 Penalty: 3362.154785
	Iteration 17Q: 3 clusters Score -3945276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3945302.250000 Penalty: 3362.154785
	Iteration 18Q: 3 clusters Score -3945302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3945314.000000 Penalty: 3362.154785
	Iteration 19Q: 3 clusters Score -3945314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3945333.750000 Penalty: 3362.154785
	Iteration 20F: 3 clusters Score -3945334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3945346.250000 Penalty: 3362.154785
	Iteration 21Q: 3 clusters Score -3945346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3945363.000000 Penalty: 3362.154785
	Iteration 22Q: 3 clusters Score -3945363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3945376.000000 Penalty: 3362.154785
	Iteration 23Q: 3 clusters Score -3945376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3945371.250000 Penalty: 3362.154785
	Iteration 24Q: 3 clusters Score -3945371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3945372.500000 Penalty: 3362.154785
	Iteration 25Q: 3 clusters Score -3945372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3945373.000000 Penalty: 3362.154785
	Iteration 26Q: 3 clusters Score -3945373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3945375.500000 Penalty: 3362.154785
	Iteration 27Q: 3 clusters Score -3945376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3945377.750000 Penalty: 3362.154785
	Iteration 28Q: 3 clusters Score -3945378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3945377.750000 Penalty: 3362.154785
	Iteration 29F: 3 clusters Score -3945378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (124017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124017 members 
Entering Unmasked Estep 
Score: -15707087.000000 Penalty: 1905.828369
	Iteration 0F: 2 clusters Score -1.570709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -15634996.000000 Penalty: 3811.656738
	Iteration 0F: 3 clusters Score -1.5635e+07 nChanged 59541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -15669878.000000 Penalty: 3811.656738
	Iteration 1F: 3 clusters Score -1.566988e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -15671056.000000 Penalty: 3811.656738
	Iteration 2Q: 3 clusters Score -1.567106e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -15672326.000000 Penalty: 3811.656738
	Iteration 3Q: 3 clusters Score -1.567233e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -15674153.000000 Penalty: 3811.656738
	Iteration 4Q: 3 clusters Score -1.567415e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -15676665.000000 Penalty: 3811.656738
	Iteration 5Q: 3 clusters Score -1.567666e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -15680558.000000 Penalty: 3811.656738
	Iteration 6F: 3 clusters Score -1.568056e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -15686164.000000 Penalty: 3811.656738
	Iteration 7F: 3 clusters Score -1.568616e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -15692841.000000 Penalty: 3811.656738
	Iteration 8F: 3 clusters Score -1.569284e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -15698033.000000 Penalty: 3811.656738
	Iteration 9F: 3 clusters Score -1.569803e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -15700783.000000 Penalty: 3811.656738
	Iteration 10Q: 3 clusters Score -1.570078e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -15702333.000000 Penalty: 3811.656738
	Iteration 11Q: 3 clusters Score -1.570233e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -15703595.000000 Penalty: 3811.656738
	Iteration 12Q: 3 clusters Score -1.57036e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -15704897.000000 Penalty: 3811.656738
	Iteration 13Q: 3 clusters Score -1.57049e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -15705991.000000 Penalty: 3811.656738
	Iteration 14Q: 3 clusters Score -1.570599e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -15706756.000000 Penalty: 3811.656738
	Iteration 15Q: 3 clusters Score -1.570676e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -15707550.000000 Penalty: 3811.656738
	Iteration 16Q: 3 clusters Score -1.570755e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -15708127.000000 Penalty: 3811.656738
	Iteration 17Q: 3 clusters Score -1.570813e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -15708535.000000 Penalty: 3811.656738
	Iteration 18Q: 3 clusters Score -1.570854e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -15708961.000000 Penalty: 3811.656738
	Iteration 19Q: 3 clusters Score -1.570896e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -15709197.000000 Penalty: 3811.656738
	Iteration 20F: 3 clusters Score -1.57092e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -15709455.000000 Penalty: 3811.656738
	Iteration 21Q: 3 clusters Score -1.570946e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -15709590.000000 Penalty: 3811.656738
	Iteration 22Q: 3 clusters Score -1.570959e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -15709687.000000 Penalty: 3811.656738
	Iteration 23Q: 3 clusters Score -1.570969e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -15709765.000000 Penalty: 3811.656738
	Iteration 24Q: 3 clusters Score -1.570976e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -15709800.000000 Penalty: 3811.656738
	Iteration 25Q: 3 clusters Score -1.57098e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -15709824.000000 Penalty: 3811.656738
	Iteration 26Q: 3 clusters Score -1.570982e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -15709870.000000 Penalty: 3811.656738
	Iteration 27Q: 3 clusters Score -1.570987e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -15709848.000000 Penalty: 3811.656738
	Iteration 28Q: 3 clusters Score -1.570985e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -15709827.000000 Penalty: 3811.656738
	Iteration 29Q: 3 clusters Score -1.570983e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -15709760.000000 Penalty: 3811.656738
	Iteration 30Q: 3 clusters Score -1.570976e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -15709790.000000 Penalty: 3811.656738
	Iteration 31Q: 3 clusters Score -1.570979e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -15709779.000000 Penalty: 3811.656738
	Iteration 32Q: 3 clusters Score -1.570978e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -15709700.000000 Penalty: 3811.656738
	Iteration 33Q: 3 clusters Score -1.57097e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -15709661.000000 Penalty: 3811.656738
	Iteration 34Q: 3 clusters Score -1.570966e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -15709635.000000 Penalty: 3811.656738
	Iteration 35Q: 3 clusters Score -1.570964e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -15709689.000000 Penalty: 3811.656738
	Iteration 36Q: 3 clusters Score -1.570969e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -15709685.000000 Penalty: 3811.656738
	Iteration 37Q: 3 clusters Score -1.570968e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -15709713.000000 Penalty: 3811.656738
	Iteration 38Q: 3 clusters Score -1.570971e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -15709730.000000 Penalty: 3811.656738
	Iteration 39Q: 3 clusters Score -1.570973e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -15709725.000000 Penalty: 3811.656738
	Iteration 40F: 3 clusters Score -1.570972e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -15709781.000000 Penalty: 3811.656738
	Iteration 41Q: 3 clusters Score -1.570978e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -15709795.000000 Penalty: 3811.656738
	Iteration 42Q: 3 clusters Score -1.57098e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -15709839.000000 Penalty: 3811.656738
	Iteration 43Q: 3 clusters Score -1.570984e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 70538 members 
Entering Unmasked Estep 
Score: -15709913.000000 Penalty: 3811.656738
	Iteration 44Q: 3 clusters Score -1.570991e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -15709898.000000 Penalty: 3811.656738
	Iteration 45Q: 3 clusters Score -1.57099e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -15709986.000000 Penalty: 3811.656738
	Iteration 46Q: 3 clusters Score -1.570999e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -15710115.000000 Penalty: 3811.656738
	Iteration 47Q: 3 clusters Score -1.571012e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -15710224.000000 Penalty: 3811.656738
	Iteration 48Q: 3 clusters Score -1.571022e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -15710371.000000 Penalty: 3811.656738
	Iteration 49Q: 3 clusters Score -1.571037e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -15710514.000000 Penalty: 3811.656738
	Iteration 50Q: 3 clusters Score -1.571051e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -15710592.000000 Penalty: 3811.656738
	Iteration 51Q: 3 clusters Score -1.571059e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -15710579.000000 Penalty: 3811.656738
	Iteration 52Q: 3 clusters Score -1.571058e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -15710687.000000 Penalty: 3811.656738
	Iteration 53Q: 3 clusters Score -1.571069e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -15710726.000000 Penalty: 3811.656738
	Iteration 54Q: 3 clusters Score -1.571073e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -15710779.000000 Penalty: 3811.656738
	Iteration 55Q: 3 clusters Score -1.571078e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -15710797.000000 Penalty: 3811.656738
	Iteration 56Q: 3 clusters Score -1.57108e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -15710845.000000 Penalty: 3811.656738
	Iteration 57Q: 3 clusters Score -1.571084e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -15710850.000000 Penalty: 3811.656738
	Iteration 58Q: 3 clusters Score -1.571085e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -15710898.000000 Penalty: 3811.656738
	Iteration 59Q: 3 clusters Score -1.57109e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -15710888.000000 Penalty: 3811.656738
	Iteration 60F: 3 clusters Score -1.571089e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -15710965.000000 Penalty: 3811.656738
	Iteration 61Q: 3 clusters Score -1.571096e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -15710948.000000 Penalty: 3811.656738
	Iteration 62Q: 3 clusters Score -1.571095e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -15710946.000000 Penalty: 3811.656738
	Iteration 63Q: 3 clusters Score -1.571095e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -15710975.000000 Penalty: 3811.656738
	Iteration 64Q: 3 clusters Score -1.571098e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -15711014.000000 Penalty: 3811.656738
	Iteration 65Q: 3 clusters Score -1.571101e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -15711017.000000 Penalty: 3811.656738
	Iteration 66Q: 3 clusters Score -1.571102e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -15711044.000000 Penalty: 3811.656738
	Iteration 67Q: 3 clusters Score -1.571104e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -15711036.000000 Penalty: 3811.656738
	Iteration 68Q: 3 clusters Score -1.571104e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -15711022.000000 Penalty: 3811.656738
	Iteration 69Q: 3 clusters Score -1.571102e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -15711017.000000 Penalty: 3811.656738
	Iteration 70Q: 3 clusters Score -1.571102e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -15710975.000000 Penalty: 3811.656738
	Iteration 71Q: 3 clusters Score -1.571098e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -15711007.000000 Penalty: 3811.656738
	Iteration 72Q: 3 clusters Score -1.571101e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -15711023.000000 Penalty: 3811.656738
	Iteration 73Q: 3 clusters Score -1.571102e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -15711024.000000 Penalty: 3811.656738
	Iteration 74Q: 3 clusters Score -1.571102e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -15711029.000000 Penalty: 3811.656738
	Iteration 75Q: 3 clusters Score -1.571103e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -15711052.000000 Penalty: 3811.656738
	Iteration 76Q: 3 clusters Score -1.571105e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -15711044.000000 Penalty: 3811.656738
	Iteration 77Q: 3 clusters Score -1.571104e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -15711025.000000 Penalty: 3811.656738
	Iteration 78Q: 3 clusters Score -1.571102e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -15711009.000000 Penalty: 3811.656738
	Iteration 79Q: 3 clusters Score -1.571101e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -15711027.000000 Penalty: 3811.656738
	Iteration 80F: 3 clusters Score -1.571103e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -15711053.000000 Penalty: 3811.656738
	Iteration 81Q: 3 clusters Score -1.571105e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -15711059.000000 Penalty: 3811.656738
	Iteration 82Q: 3 clusters Score -1.571106e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -15711076.000000 Penalty: 3811.656738
	Iteration 83Q: 3 clusters Score -1.571108e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -15711081.000000 Penalty: 3811.656738
	Iteration 84Q: 3 clusters Score -1.571108e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -15711110.000000 Penalty: 3811.656738
	Iteration 85Q: 3 clusters Score -1.571111e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -15711094.000000 Penalty: 3811.656738
	Iteration 86Q: 3 clusters Score -1.571109e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -15711114.000000 Penalty: 3811.656738
	Iteration 87Q: 3 clusters Score -1.571111e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -15711117.000000 Penalty: 3811.656738
	Iteration 88Q: 3 clusters Score -1.571112e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -15711135.000000 Penalty: 3811.656738
	Iteration 89Q: 3 clusters Score -1.571114e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -15711130.000000 Penalty: 3811.656738
	Iteration 90Q: 3 clusters Score -1.571113e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -15711152.000000 Penalty: 3811.656738
	Iteration 91Q: 3 clusters Score -1.571115e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -15711140.000000 Penalty: 3811.656738
	Iteration 92Q: 3 clusters Score -1.571114e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -15711176.000000 Penalty: 3811.656738
	Iteration 93Q: 3 clusters Score -1.571118e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -15711176.000000 Penalty: 3811.656738
	Iteration 94Q: 3 clusters Score -1.571118e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -15711159.000000 Penalty: 3811.656738
	Iteration 95Q: 3 clusters Score -1.571116e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -15711167.000000 Penalty: 3811.656738
	Iteration 96Q: 3 clusters Score -1.571117e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -15711179.000000 Penalty: 3811.656738
	Iteration 97Q: 3 clusters Score -1.571118e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -15711160.000000 Penalty: 3811.656738
	Iteration 98Q: 3 clusters Score -1.571116e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -15711142.000000 Penalty: 3811.656738
	Iteration 99Q: 3 clusters Score -1.571114e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -15711146.000000 Penalty: 3811.656738
	Iteration 100F: 3 clusters Score -1.571115e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -15711161.000000 Penalty: 3811.656738
	Iteration 101Q: 3 clusters Score -1.571116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -15711157.000000 Penalty: 3811.656738
	Iteration 102Q: 3 clusters Score -1.571116e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -15711167.000000 Penalty: 3811.656738
	Iteration 103Q: 3 clusters Score -1.571117e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -15711146.000000 Penalty: 3811.656738
	Iteration 104Q: 3 clusters Score -1.571115e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -15711153.000000 Penalty: 3811.656738
	Iteration 105Q: 3 clusters Score -1.571115e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -15711144.000000 Penalty: 3811.656738
	Iteration 106Q: 3 clusters Score -1.571114e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -15711125.000000 Penalty: 3811.656738
	Iteration 107Q: 3 clusters Score -1.571112e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -15711155.000000 Penalty: 3811.656738
	Iteration 108Q: 3 clusters Score -1.571116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -15711140.000000 Penalty: 3811.656738
	Iteration 109Q: 3 clusters Score -1.571114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -15711145.000000 Penalty: 3811.656738
	Iteration 110Q: 3 clusters Score -1.571114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -15711160.000000 Penalty: 3811.656738
	Iteration 111Q: 3 clusters Score -1.571116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -15711163.000000 Penalty: 3811.656738
	Iteration 112Q: 3 clusters Score -1.571116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -15711146.000000 Penalty: 3811.656738
	Iteration 113Q: 3 clusters Score -1.571115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -15711139.000000 Penalty: 3811.656738
	Iteration 114Q: 3 clusters Score -1.571114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -15711147.000000 Penalty: 3811.656738
	Iteration 115Q: 3 clusters Score -1.571115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -15711137.000000 Penalty: 3811.656738
	Iteration 116Q: 3 clusters Score -1.571114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -15711133.000000 Penalty: 3811.656738
	Iteration 117Q: 3 clusters Score -1.571113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -15711133.000000 Penalty: 3811.656738
	Iteration 118Q: 3 clusters Score -1.571113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -15711149.000000 Penalty: 3811.656738
	Iteration 119Q: 3 clusters Score -1.571115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -15711147.000000 Penalty: 3811.656738
	Iteration 120F: 3 clusters Score -1.571115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -15711146.000000 Penalty: 3811.656738
	Iteration 121Q: 3 clusters Score -1.571115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -15711136.000000 Penalty: 3811.656738
	Iteration 122Q: 3 clusters Score -1.571114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -15711148.000000 Penalty: 3811.656738
	Iteration 123Q: 3 clusters Score -1.571115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -15711154.000000 Penalty: 3811.656738
	Iteration 124Q: 3 clusters Score -1.571115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -15711145.000000 Penalty: 3811.656738
	Iteration 125Q: 3 clusters Score -1.571114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -15711141.000000 Penalty: 3811.656738
	Iteration 126Q: 3 clusters Score -1.571114e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -15711136.000000 Penalty: 3811.656738
	Iteration 127Q: 3 clusters Score -1.571114e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -15711139.000000 Penalty: 3811.656738
	Iteration 128Q: 3 clusters Score -1.571114e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -15711147.000000 Penalty: 3811.656738
	Iteration 129Q: 3 clusters Score -1.571115e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -15711140.000000 Penalty: 3811.656738
	Iteration 130Q: 3 clusters Score -1.571114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -15711138.000000 Penalty: 3811.656738
	Iteration 131Q: 3 clusters Score -1.571114e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -15711151.000000 Penalty: 3811.656738
	Iteration 132Q: 3 clusters Score -1.571115e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -15711165.000000 Penalty: 3811.656738
	Iteration 133Q: 3 clusters Score -1.571116e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -15711170.000000 Penalty: 3811.656738
	Iteration 134Q: 3 clusters Score -1.571117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -15711184.000000 Penalty: 3811.656738
	Iteration 135Q: 3 clusters Score -1.571118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -15711199.000000 Penalty: 3811.656738
	Iteration 136Q: 3 clusters Score -1.57112e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -15711187.000000 Penalty: 3811.656738
	Iteration 137Q: 3 clusters Score -1.571119e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -15711184.000000 Penalty: 3811.656738
	Iteration 138Q: 3 clusters Score -1.571118e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -15711169.000000 Penalty: 3811.656738
	Iteration 139Q: 3 clusters Score -1.571117e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -15711172.000000 Penalty: 3811.656738
	Iteration 140F: 3 clusters Score -1.571117e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -15711195.000000 Penalty: 3811.656738
	Iteration 141Q: 3 clusters Score -1.57112e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -15711177.000000 Penalty: 3811.656738
	Iteration 142Q: 3 clusters Score -1.571118e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -15711159.000000 Penalty: 3811.656738
	Iteration 143Q: 3 clusters Score -1.571116e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -15711174.000000 Penalty: 3811.656738
	Iteration 144Q: 3 clusters Score -1.571117e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -15711175.000000 Penalty: 3811.656738
	Iteration 145Q: 3 clusters Score -1.571118e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -15711188.000000 Penalty: 3811.656738
	Iteration 146Q: 3 clusters Score -1.571119e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -15711173.000000 Penalty: 3811.656738
	Iteration 147Q: 3 clusters Score -1.571117e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -15711189.000000 Penalty: 3811.656738
	Iteration 148Q: 3 clusters Score -1.571119e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -15711188.000000 Penalty: 3811.656738
	Iteration 149Q: 3 clusters Score -1.571119e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -15711200.000000 Penalty: 3811.656738
	Iteration 150Q: 3 clusters Score -1.57112e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -15711220.000000 Penalty: 3811.656738
	Iteration 151Q: 3 clusters Score -1.571122e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -15711226.000000 Penalty: 3811.656738
	Iteration 152Q: 3 clusters Score -1.571123e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -15711233.000000 Penalty: 3811.656738
	Iteration 153Q: 3 clusters Score -1.571123e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -15711246.000000 Penalty: 3811.656738
	Iteration 154Q: 3 clusters Score -1.571125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -15711265.000000 Penalty: 3811.656738
	Iteration 155Q: 3 clusters Score -1.571126e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -15711280.000000 Penalty: 3811.656738
	Iteration 156Q: 3 clusters Score -1.571128e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -15711277.000000 Penalty: 3811.656738
	Iteration 157Q: 3 clusters Score -1.571128e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -15711297.000000 Penalty: 3811.656738
	Iteration 158Q: 3 clusters Score -1.57113e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -15711287.000000 Penalty: 3811.656738
	Iteration 159Q: 3 clusters Score -1.571129e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -15711281.000000 Penalty: 3811.656738
	Iteration 160F: 3 clusters Score -1.571128e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -15711311.000000 Penalty: 3811.656738
	Iteration 161Q: 3 clusters Score -1.571131e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -15711315.000000 Penalty: 3811.656738
	Iteration 162Q: 3 clusters Score -1.571132e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -15711322.000000 Penalty: 3811.656738
	Iteration 163Q: 3 clusters Score -1.571132e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -15711361.000000 Penalty: 3811.656738
	Iteration 164Q: 3 clusters Score -1.571136e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -15711379.000000 Penalty: 3811.656738
	Iteration 165Q: 3 clusters Score -1.571138e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -15711394.000000 Penalty: 3811.656738
	Iteration 166Q: 3 clusters Score -1.571139e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -15711412.000000 Penalty: 3811.656738
	Iteration 167Q: 3 clusters Score -1.571141e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -15711390.000000 Penalty: 3811.656738
	Iteration 168Q: 3 clusters Score -1.571139e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -15711395.000000 Penalty: 3811.656738
	Iteration 169Q: 3 clusters Score -1.57114e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -15711408.000000 Penalty: 3811.656738
	Iteration 170Q: 3 clusters Score -1.571141e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -15711387.000000 Penalty: 3811.656738
	Iteration 171Q: 3 clusters Score -1.571139e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -15711404.000000 Penalty: 3811.656738
	Iteration 172Q: 3 clusters Score -1.57114e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -15711434.000000 Penalty: 3811.656738
	Iteration 173Q: 3 clusters Score -1.571143e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -15711441.000000 Penalty: 3811.656738
	Iteration 174Q: 3 clusters Score -1.571144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -15711467.000000 Penalty: 3811.656738
	Iteration 175Q: 3 clusters Score -1.571147e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -15711462.000000 Penalty: 3811.656738
	Iteration 176Q: 3 clusters Score -1.571146e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -15711464.000000 Penalty: 3811.656738
	Iteration 177Q: 3 clusters Score -1.571146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -15711468.000000 Penalty: 3811.656738
	Iteration 178Q: 3 clusters Score -1.571147e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -15711445.000000 Penalty: 3811.656738
	Iteration 179Q: 3 clusters Score -1.571144e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -15711432.000000 Penalty: 3811.656738
	Iteration 180F: 3 clusters Score -1.571143e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -15711439.000000 Penalty: 3811.656738
	Iteration 181Q: 3 clusters Score -1.571144e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -15711447.000000 Penalty: 3811.656738
	Iteration 182Q: 3 clusters Score -1.571145e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -15711446.000000 Penalty: 3811.656738
	Iteration 183Q: 3 clusters Score -1.571145e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -15711457.000000 Penalty: 3811.656738
	Iteration 184Q: 3 clusters Score -1.571146e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -15711463.000000 Penalty: 3811.656738
	Iteration 185Q: 3 clusters Score -1.571146e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -15711504.000000 Penalty: 3811.656738
	Iteration 186Q: 3 clusters Score -1.57115e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -15711517.000000 Penalty: 3811.656738
	Iteration 187Q: 3 clusters Score -1.571152e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -15711542.000000 Penalty: 3811.656738
	Iteration 188Q: 3 clusters Score -1.571154e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -15711540.000000 Penalty: 3811.656738
	Iteration 189Q: 3 clusters Score -1.571154e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -15711562.000000 Penalty: 3811.656738
	Iteration 190Q: 3 clusters Score -1.571156e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84608 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -15711571.000000 Penalty: 3811.656738
	Iteration 191Q: 3 clusters Score -1.571157e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -15711631.000000 Penalty: 3811.656738
	Iteration 192Q: 3 clusters Score -1.571163e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -15711629.000000 Penalty: 3811.656738
	Iteration 193Q: 3 clusters Score -1.571163e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -15711634.000000 Penalty: 3811.656738
	Iteration 194Q: 3 clusters Score -1.571163e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -15711654.000000 Penalty: 3811.656738
	Iteration 195Q: 3 clusters Score -1.571165e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -15711651.000000 Penalty: 3811.656738
	Iteration 196Q: 3 clusters Score -1.571165e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -15711666.000000 Penalty: 3811.656738
	Iteration 197Q: 3 clusters Score -1.571167e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -15711677.000000 Penalty: 3811.656738
	Iteration 198Q: 3 clusters Score -1.571168e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -15711687.000000 Penalty: 3811.656738
	Iteration 199Q: 3 clusters Score -1.571169e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -15711729.000000 Penalty: 3811.656738
	Iteration 200F: 3 clusters Score -1.571173e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -15711762.000000 Penalty: 3811.656738
	Iteration 201Q: 3 clusters Score -1.571176e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -15711782.000000 Penalty: 3811.656738
	Iteration 202Q: 3 clusters Score -1.571178e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -15711817.000000 Penalty: 3811.656738
	Iteration 203Q: 3 clusters Score -1.571182e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -15711868.000000 Penalty: 3811.656738
	Iteration 204Q: 3 clusters Score -1.571187e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -15711896.000000 Penalty: 3811.656738
	Iteration 205Q: 3 clusters Score -1.57119e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -15711968.000000 Penalty: 3811.656738
	Iteration 206Q: 3 clusters Score -1.571197e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -15712031.000000 Penalty: 3811.656738
	Iteration 207Q: 3 clusters Score -1.571203e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -15712026.000000 Penalty: 3811.656738
	Iteration 208Q: 3 clusters Score -1.571203e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -15712108.000000 Penalty: 3811.656738
	Iteration 209Q: 3 clusters Score -1.571211e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -15712172.000000 Penalty: 3811.656738
	Iteration 210Q: 3 clusters Score -1.571217e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -15712227.000000 Penalty: 3811.656738
	Iteration 211Q: 3 clusters Score -1.571223e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -15712241.000000 Penalty: 3811.656738
	Iteration 212Q: 3 clusters Score -1.571224e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -15712304.000000 Penalty: 3811.656738
	Iteration 213Q: 3 clusters Score -1.57123e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -15712363.000000 Penalty: 3811.656738
	Iteration 214Q: 3 clusters Score -1.571236e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -15712430.000000 Penalty: 3811.656738
	Iteration 215Q: 3 clusters Score -1.571243e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -15712492.000000 Penalty: 3811.656738
	Iteration 216Q: 3 clusters Score -1.571249e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -15712554.000000 Penalty: 3811.656738
	Iteration 217Q: 3 clusters Score -1.571255e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -15712561.000000 Penalty: 3811.656738
	Iteration 218Q: 3 clusters Score -1.571256e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -15712567.000000 Penalty: 3811.656738
	Iteration 219Q: 3 clusters Score -1.571257e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -15712611.000000 Penalty: 3811.656738
	Iteration 220F: 3 clusters Score -1.571261e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -15712622.000000 Penalty: 3811.656738
	Iteration 221Q: 3 clusters Score -1.571262e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -15712663.000000 Penalty: 3811.656738
	Iteration 222Q: 3 clusters Score -1.571266e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -15712650.000000 Penalty: 3811.656738
	Iteration 223Q: 3 clusters Score -1.571265e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -15712722.000000 Penalty: 3811.656738
	Iteration 224Q: 3 clusters Score -1.571272e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -15712752.000000 Penalty: 3811.656738
	Iteration 225Q: 3 clusters Score -1.571275e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -15712768.000000 Penalty: 3811.656738
	Iteration 226Q: 3 clusters Score -1.571277e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -15712830.000000 Penalty: 3811.656738
	Iteration 227Q: 3 clusters Score -1.571283e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -15712867.000000 Penalty: 3811.656738
	Iteration 228Q: 3 clusters Score -1.571287e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -15712870.000000 Penalty: 3811.656738
	Iteration 229Q: 3 clusters Score -1.571287e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -15712901.000000 Penalty: 3811.656738
	Iteration 230Q: 3 clusters Score -1.57129e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -15712907.000000 Penalty: 3811.656738
	Iteration 231Q: 3 clusters Score -1.571291e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -15712876.000000 Penalty: 3811.656738
	Iteration 232Q: 3 clusters Score -1.571288e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -15712881.000000 Penalty: 3811.656738
	Iteration 233Q: 3 clusters Score -1.571288e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -15712890.000000 Penalty: 3811.656738
	Iteration 234Q: 3 clusters Score -1.571289e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -15712914.000000 Penalty: 3811.656738
	Iteration 235Q: 3 clusters Score -1.571291e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -15712908.000000 Penalty: 3811.656738
	Iteration 236Q: 3 clusters Score -1.571291e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -15712930.000000 Penalty: 3811.656738
	Iteration 237Q: 3 clusters Score -1.571293e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -15712926.000000 Penalty: 3811.656738
	Iteration 238Q: 3 clusters Score -1.571293e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -15712927.000000 Penalty: 3811.656738
	Iteration 239Q: 3 clusters Score -1.571293e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -15712893.000000 Penalty: 3811.656738
	Iteration 240F: 3 clusters Score -1.571289e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101881 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -15712919.000000 Penalty: 3811.656738
	Iteration 241Q: 3 clusters Score -1.571292e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -15712953.000000 Penalty: 3811.656738
	Iteration 242Q: 3 clusters Score -1.571295e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -15712954.000000 Penalty: 3811.656738
	Iteration 243Q: 3 clusters Score -1.571295e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -15712905.000000 Penalty: 3811.656738
	Iteration 244Q: 3 clusters Score -1.57129e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -15712914.000000 Penalty: 3811.656738
	Iteration 245Q: 3 clusters Score -1.571291e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -15712886.000000 Penalty: 3811.656738
	Iteration 246Q: 3 clusters Score -1.571289e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -15712897.000000 Penalty: 3811.656738
	Iteration 247Q: 3 clusters Score -1.57129e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -15712876.000000 Penalty: 3811.656738
	Iteration 248Q: 3 clusters Score -1.571288e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -15712856.000000 Penalty: 3811.656738
	Iteration 249Q: 3 clusters Score -1.571286e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -15712852.000000 Penalty: 3811.656738
	Iteration 250Q: 3 clusters Score -1.571285e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -15712854.000000 Penalty: 3811.656738
	Iteration 251Q: 3 clusters Score -1.571285e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -15712849.000000 Penalty: 3811.656738
	Iteration 252Q: 3 clusters Score -1.571285e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -15712842.000000 Penalty: 3811.656738
	Iteration 253Q: 3 clusters Score -1.571284e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -15712832.000000 Penalty: 3811.656738
	Iteration 254Q: 3 clusters Score -1.571283e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -15712835.000000 Penalty: 3811.656738
	Iteration 255Q: 3 clusters Score -1.571284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102898 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -15712822.000000 Penalty: 3811.656738
	Iteration 256Q: 3 clusters Score -1.571282e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -15712827.000000 Penalty: 3811.656738
	Iteration 257Q: 3 clusters Score -1.571283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -15712828.000000 Penalty: 3811.656738
	Iteration 258Q: 3 clusters Score -1.571283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -15712836.000000 Penalty: 3811.656738
	Iteration 259Q: 3 clusters Score -1.571284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -15712817.000000 Penalty: 3811.656738
	Iteration 260F: 3 clusters Score -1.571282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -15712825.000000 Penalty: 3811.656738
	Iteration 261Q: 3 clusters Score -1.571282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -15712819.000000 Penalty: 3811.656738
	Iteration 262Q: 3 clusters Score -1.571282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -15712797.000000 Penalty: 3811.656738
	Iteration 263Q: 3 clusters Score -1.57128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -15712823.000000 Penalty: 3811.656738
	Iteration 264Q: 3 clusters Score -1.571282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103121 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -15712788.000000 Penalty: 3811.656738
	Iteration 265Q: 3 clusters Score -1.571279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -15712782.000000 Penalty: 3811.656738
	Iteration 266Q: 3 clusters Score -1.571278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -15712777.000000 Penalty: 3811.656738
	Iteration 267Q: 3 clusters Score -1.571278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -15712782.000000 Penalty: 3811.656738
	Iteration 268Q: 3 clusters Score -1.571278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -15712778.000000 Penalty: 3811.656738
	Iteration 269Q: 3 clusters Score -1.571278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -15712787.000000 Penalty: 3811.656738
	Iteration 270Q: 3 clusters Score -1.571279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -15712783.000000 Penalty: 3811.656738
	Iteration 271Q: 3 clusters Score -1.571278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -15712776.000000 Penalty: 3811.656738
	Iteration 272Q: 3 clusters Score -1.571278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -15712762.000000 Penalty: 3811.656738
	Iteration 273Q: 3 clusters Score -1.571276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -15712776.000000 Penalty: 3811.656738
	Iteration 274Q: 3 clusters Score -1.571278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -15712785.000000 Penalty: 3811.656738
	Iteration 275Q: 3 clusters Score -1.571278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -15712781.000000 Penalty: 3811.656738
	Iteration 276Q: 3 clusters Score -1.571278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -15712773.000000 Penalty: 3811.656738
	Iteration 277Q: 3 clusters Score -1.571277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -15712764.000000 Penalty: 3811.656738
	Iteration 278Q: 3 clusters Score -1.571276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -15712757.000000 Penalty: 3811.656738
	Iteration 279Q: 3 clusters Score -1.571276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -15712753.000000 Penalty: 3811.656738
	Iteration 280F: 3 clusters Score -1.571275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -15712755.000000 Penalty: 3811.656738
	Iteration 281Q: 3 clusters Score -1.571276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -15712755.000000 Penalty: 3811.656738
	Iteration 282Q: 3 clusters Score -1.571276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -15712751.000000 Penalty: 3811.656738
	Iteration 283Q: 3 clusters Score -1.571275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -15712752.000000 Penalty: 3811.656738
	Iteration 284Q: 3 clusters Score -1.571275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -15712756.000000 Penalty: 3811.656738
	Iteration 285Q: 3 clusters Score -1.571276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -15712760.000000 Penalty: 3811.656738
	Iteration 286Q: 3 clusters Score -1.571276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -15712773.000000 Penalty: 3811.656738
	Iteration 287Q: 3 clusters Score -1.571277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -15712772.000000 Penalty: 3811.656738
	Iteration 288Q: 3 clusters Score -1.571277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -15712773.000000 Penalty: 3811.656738
	Iteration 289Q: 3 clusters Score -1.571277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -15712768.000000 Penalty: 3811.656738
	Iteration 290Q: 3 clusters Score -1.571277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -15712776.000000 Penalty: 3811.656738
	Iteration 291Q: 3 clusters Score -1.571278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -15712770.000000 Penalty: 3811.656738
	Iteration 292Q: 3 clusters Score -1.571277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -15712761.000000 Penalty: 3811.656738
	Iteration 293Q: 3 clusters Score -1.571276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -15712765.000000 Penalty: 3811.656738
	Iteration 294Q: 3 clusters Score -1.571276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -15712768.000000 Penalty: 3811.656738
	Iteration 295Q: 3 clusters Score -1.571277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -15712770.000000 Penalty: 3811.656738
	Iteration 296Q: 3 clusters Score -1.571277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -15712763.000000 Penalty: 3811.656738
	Iteration 297Q: 3 clusters Score -1.571276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -15712761.000000 Penalty: 3811.656738
	Iteration 298Q: 3 clusters Score -1.571276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -15712761.000000 Penalty: 3811.656738
	Iteration 299F: 3 clusters Score -1.571276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 103271 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 161 members 
Mstep: Class 41 contains 20746 members 
Entering Unmasked Estep 
Score: -141742976.000000 Penalty: 93015.281250
Splitting cluster 34 changes total score from -141737360.000000 to -141742976.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 35 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52403.757812 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -52403.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51398.929688 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -51398.93 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51770.941406 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -51770.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51968.554688 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -51968.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52152.460938 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -52152.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52233.828125 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -52233.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52291.003906 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -52291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52313.160156 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -52313.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52340.378906 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -52340.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52353.878906 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -52353.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52362.945312 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -52362.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52364.695312 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -52364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52366.101562 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -52366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52366.101562 Penalty: 2039.909058
	Iteration 12F: 3 clusters Score -52366.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Entering Unmasked Estep 
Score: -2160213.500000 Penalty: 1588.802124
	Iteration 0F: 2 clusters Score -2160214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2148158.500000 Penalty: 3177.604248
	Iteration 0F: 3 clusters Score -2148158 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2152402.250000 Penalty: 3177.604248
	Iteration 1F: 3 clusters Score -2152402 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2152809.500000 Penalty: 3177.604248
	Iteration 2F: 3 clusters Score -2152810 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2153266.000000 Penalty: 3177.604248
	Iteration 3F: 3 clusters Score -2153266 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2153811.250000 Penalty: 3177.604248
	Iteration 4F: 3 clusters Score -2153811 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2154571.500000 Penalty: 3177.604248
	Iteration 5F: 3 clusters Score -2154572 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2155446.500000 Penalty: 3177.604248
	Iteration 6F: 3 clusters Score -2155446 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2156348.750000 Penalty: 3177.604248
	Iteration 7F: 3 clusters Score -2156349 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2157240.250000 Penalty: 3177.604248
	Iteration 8F: 3 clusters Score -2157240 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2157915.500000 Penalty: 3177.604248
	Iteration 9Q: 3 clusters Score -2157916 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2158391.750000 Penalty: 3177.604248
	Iteration 10Q: 3 clusters Score -2158392 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2158655.500000 Penalty: 3177.604248
	Iteration 11Q: 3 clusters Score -2158656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2158801.250000 Penalty: 3177.604248
	Iteration 12Q: 3 clusters Score -2158801 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2158881.750000 Penalty: 3177.604248
	Iteration 13Q: 3 clusters Score -2158882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2158948.500000 Penalty: 3177.604248
	Iteration 14Q: 3 clusters Score -2158948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2158979.250000 Penalty: 3177.604248
	Iteration 15Q: 3 clusters Score -2158979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2158992.750000 Penalty: 3177.604248
	Iteration 16Q: 3 clusters Score -2158993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2159003.250000 Penalty: 3177.604248
	Iteration 17Q: 3 clusters Score -2159003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2159010.500000 Penalty: 3177.604248
	Iteration 18Q: 3 clusters Score -2159010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2159017.500000 Penalty: 3177.604248
	Iteration 19Q: 3 clusters Score -2159018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2159018.000000 Penalty: 3177.604248
	Iteration 20F: 3 clusters Score -2159018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2159020.500000 Penalty: 3177.604248
	Iteration 21Q: 3 clusters Score -2159020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2159022.500000 Penalty: 3177.604248
	Iteration 22Q: 3 clusters Score -2159022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2159023.000000 Penalty: 3177.604248
	Iteration 23Q: 3 clusters Score -2159023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2159024.750000 Penalty: 3177.604248
	Iteration 24Q: 3 clusters Score -2159025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2159024.750000 Penalty: 3177.604248
	Iteration 25F: 3 clusters Score -2159025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Entering Unmasked Estep 
Score: -901209.312500 Penalty: 1446.228394
	Iteration 0F: 2 clusters Score -901209.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -895789.500000 Penalty: 2892.456787
	Iteration 0F: 3 clusters Score -895789.5 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -897515.562500 Penalty: 2892.456787
	Iteration 1F: 3 clusters Score -897515.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -897821.312500 Penalty: 2892.456787
	Iteration 2F: 3 clusters Score -897821.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -898072.000000 Penalty: 2892.456787
	Iteration 3F: 3 clusters Score -898072 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -898285.937500 Penalty: 2892.456787
	Iteration 4F: 3 clusters Score -898285.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -898457.687500 Penalty: 2892.456787
	Iteration 5Q: 3 clusters Score -898457.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -898607.437500 Penalty: 2892.456787
	Iteration 6Q: 3 clusters Score -898607.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -898720.562500 Penalty: 2892.456787
	Iteration 7Q: 3 clusters Score -898720.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -898827.500000 Penalty: 2892.456787
	Iteration 8Q: 3 clusters Score -898827.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -898941.125000 Penalty: 2892.456787
	Iteration 9Q: 3 clusters Score -898941.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -899033.687500 Penalty: 2892.456787
	Iteration 10Q: 3 clusters Score -899033.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -899107.437500 Penalty: 2892.456787
	Iteration 11Q: 3 clusters Score -899107.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -899170.187500 Penalty: 2892.456787
	Iteration 12Q: 3 clusters Score -899170.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -899219.250000 Penalty: 2892.456787
	Iteration 13Q: 3 clusters Score -899219.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -899255.062500 Penalty: 2892.456787
	Iteration 14Q: 3 clusters Score -899255.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -899287.875000 Penalty: 2892.456787
	Iteration 15Q: 3 clusters Score -899287.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -899317.375000 Penalty: 2892.456787
	Iteration 16Q: 3 clusters Score -899317.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -899338.250000 Penalty: 2892.456787
	Iteration 17Q: 3 clusters Score -899338.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -899365.250000 Penalty: 2892.456787
	Iteration 18Q: 3 clusters Score -899365.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -899381.875000 Penalty: 2892.456787
	Iteration 19Q: 3 clusters Score -899381.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -899393.812500 Penalty: 2892.456787
	Iteration 20F: 3 clusters Score -899393.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -899403.500000 Penalty: 2892.456787
	Iteration 21Q: 3 clusters Score -899403.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -899408.437500 Penalty: 2892.456787
	Iteration 22Q: 3 clusters Score -899408.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -899415.250000 Penalty: 2892.456787
	Iteration 23Q: 3 clusters Score -899415.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -899421.687500 Penalty: 2892.456787
	Iteration 24Q: 3 clusters Score -899421.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -899426.500000 Penalty: 2892.456787
	Iteration 25Q: 3 clusters Score -899426.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -899432.812500 Penalty: 2892.456787
	Iteration 26Q: 3 clusters Score -899432.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -899442.250000 Penalty: 2892.456787
	Iteration 27Q: 3 clusters Score -899442.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -899452.000000 Penalty: 2892.456787
	Iteration 28Q: 3 clusters Score -899452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -899456.812500 Penalty: 2892.456787
	Iteration 29Q: 3 clusters Score -899456.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -899462.625000 Penalty: 2892.456787
	Iteration 30Q: 3 clusters Score -899462.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -899466.125000 Penalty: 2892.456787
	Iteration 31Q: 3 clusters Score -899466.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -899469.750000 Penalty: 2892.456787
	Iteration 32Q: 3 clusters Score -899469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -899474.187500 Penalty: 2892.456787
	Iteration 33Q: 3 clusters Score -899474.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -899475.000000 Penalty: 2892.456787
	Iteration 34Q: 3 clusters Score -899475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -899478.000000 Penalty: 2892.456787
	Iteration 35Q: 3 clusters Score -899478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -899482.250000 Penalty: 2892.456787
	Iteration 36Q: 3 clusters Score -899482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -899484.812500 Penalty: 2892.456787
	Iteration 37Q: 3 clusters Score -899484.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -899486.687500 Penalty: 2892.456787
	Iteration 38Q: 3 clusters Score -899486.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -899490.500000 Penalty: 2892.456787
	Iteration 39Q: 3 clusters Score -899490.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -899491.375000 Penalty: 2892.456787
	Iteration 40F: 3 clusters Score -899491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -899495.750000 Penalty: 2892.456787
	Iteration 41Q: 3 clusters Score -899495.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -899497.187500 Penalty: 2892.456787
	Iteration 42Q: 3 clusters Score -899497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -899500.500000 Penalty: 2892.456787
	Iteration 43Q: 3 clusters Score -899500.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -899503.437500 Penalty: 2892.456787
	Iteration 44Q: 3 clusters Score -899503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -899503.312500 Penalty: 2892.456787
	Iteration 45Q: 3 clusters Score -899503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -899506.562500 Penalty: 2892.456787
	Iteration 46Q: 3 clusters Score -899506.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -899506.375000 Penalty: 2892.456787
	Iteration 47Q: 3 clusters Score -899506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -899506.750000 Penalty: 2892.456787
	Iteration 48Q: 3 clusters Score -899506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -899509.125000 Penalty: 2892.456787
	Iteration 49Q: 3 clusters Score -899509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -899508.812500 Penalty: 2892.456787
	Iteration 50Q: 3 clusters Score -899508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -899509.250000 Penalty: 2892.456787
	Iteration 51Q: 3 clusters Score -899509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -899510.250000 Penalty: 2892.456787
	Iteration 52Q: 3 clusters Score -899510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -899510.812500 Penalty: 2892.456787
	Iteration 53Q: 3 clusters Score -899510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -899510.625000 Penalty: 2892.456787
	Iteration 54Q: 3 clusters Score -899510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -899512.500000 Penalty: 2892.456787
	Iteration 55Q: 3 clusters Score -899512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -899512.125000 Penalty: 2892.456787
	Iteration 56Q: 3 clusters Score -899512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -899511.687500 Penalty: 2892.456787
	Iteration 57Q: 3 clusters Score -899511.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -899512.625000 Penalty: 2892.456787
	Iteration 58Q: 3 clusters Score -899512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -899512.687500 Penalty: 2892.456787
	Iteration 59Q: 3 clusters Score -899512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -899512.437500 Penalty: 2892.456787
	Iteration 60F: 3 clusters Score -899512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -899513.062500 Penalty: 2892.456787
	Iteration 61Q: 3 clusters Score -899513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -899513.062500 Penalty: 2892.456787
	Iteration 62Q: 3 clusters Score -899513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -899513.062500 Penalty: 2892.456787
	Iteration 63F: 3 clusters Score -899513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -101014.093750 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -101014.1 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 448 members 
Entering Unmasked Estep 
Score: -99734.382812 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -99734.38 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100281.125000 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -100281.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100476.945312 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -100476.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -100576.023438 Penalty: 2208.240723
	Iteration 3F: 3 clusters Score -100576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100668.937500 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -100668.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100731.250000 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -100731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100778.640625 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -100778.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -100840.265625 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -100840.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100877.046875 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -100877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100915.054688 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -100915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100977.789062 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -100977.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -101016.843750 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -101016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101036.906250 Penalty: 2208.240723
	Iteration 12Q: 3 clusters Score -101036.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101070.351562 Penalty: 2208.240723
	Iteration 13Q: 3 clusters Score -101070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101104.687500 Penalty: 2208.240723
	Iteration 14Q: 3 clusters Score -101104.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101120.484375 Penalty: 2208.240723
	Iteration 15Q: 3 clusters Score -101120.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101141.437500 Penalty: 2208.240723
	Iteration 16Q: 3 clusters Score -101141.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101159.453125 Penalty: 2208.240723
	Iteration 17Q: 3 clusters Score -101159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101172.078125 Penalty: 2208.240723
	Iteration 18Q: 3 clusters Score -101172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101185.328125 Penalty: 2208.240723
	Iteration 19Q: 3 clusters Score -101185.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101195.882812 Penalty: 2208.240723
	Iteration 20F: 3 clusters Score -101195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101200.234375 Penalty: 2208.240723
	Iteration 21Q: 3 clusters Score -101200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101201.640625 Penalty: 2208.240723
	Iteration 22Q: 3 clusters Score -101201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101204.820312 Penalty: 2208.240723
	Iteration 23Q: 3 clusters Score -101204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101208.390625 Penalty: 2208.240723
	Iteration 24Q: 3 clusters Score -101208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101214.976562 Penalty: 2208.240723
	Iteration 25Q: 3 clusters Score -101215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101219.789062 Penalty: 2208.240723
	Iteration 26Q: 3 clusters Score -101219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101232.695312 Penalty: 2208.240723
	Iteration 27Q: 3 clusters Score -101232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101239.843750 Penalty: 2208.240723
	Iteration 28Q: 3 clusters Score -101239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101242.500000 Penalty: 2208.240723
	Iteration 29Q: 3 clusters Score -101242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101242.500000 Penalty: 2208.240723
	Iteration 30F: 3 clusters Score -101242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 103271 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 161 members 
Mstep: Class 41 contains 20746 members 
Mstep: Class 42 contains 460 members 
Entering Unmasked Estep 
Score: -141741952.000000 Penalty: 95283.945312
Splitting cluster 38 changes total score from -141737360.000000 to -141741952.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 39 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -144131.812500 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -144131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142530.218750 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -142530.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -143000.515625 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -143000.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -143275.312500 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -143275.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -143425.078125 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -143425.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143502.812500 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -143502.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -143548.609375 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -143548.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -143565.281250 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -143565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -143589.343750 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -143589.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -143607.062500 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -143607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -143613.500000 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -143613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -143618.640625 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -143618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -143622.921875 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -143622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -143625.156250 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -143625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -143626.359375 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -143626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -143626.359375 Penalty: 2324.741943
	Iteration 14F: 3 clusters Score -143626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 114098 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 125159 members 
Mstep: Class 15 contains 125652 members 
Mstep: Class 16 contains 78510 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 90082 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 36126 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 606 members 
Mstep: Class 31 contains 85402 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 31104 members 
Mstep: Class 34 contains 103271 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17628 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 433 members 
Mstep: Class 39 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746496.000000 Penalty: 95283.945312
Iteration 119Q: 43 clusters Score -1.417465e+08 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37607 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 31773 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112896 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 14954 members 
Mstep: Class 11 contains 108143 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 6049 members 
Mstep: Class 14 contains 122839 members 
Mstep: Class 15 contains 123805 members 
Mstep: Class 16 contains 79213 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 2739 members 
Mstep: Class 19 contains 89754 members 
Mstep: Class 20 contains 13881 members 
Mstep: Class 21 contains 1824 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 48717 members 
Mstep: Class 24 contains 12118 members 
Mstep: Class 25 contains 8268 members 
Mstep: Class 26 contains 36051 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 244 members 
Mstep: Class 30 contains 607 members 
Mstep: Class 31 contains 84662 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 30768 members 
Mstep: Class 34 contains 110847 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17485 members 
Mstep: Class 37 contains 7342 members 
Mstep: Class 38 contains 443 members 
Mstep: Class 39 contains 1285 members 
Mstep: Class 40 contains 168 members 
Mstep: Class 41 contains 19686 members 
Mstep: Class 42 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749968.000000 Penalty: 95283.945312
Iteration 120F: 43 clusters Score -1.4175e+08 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37567 members 
Mstep: Class 3 contains 9490 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 31630 members 
Mstep: Class 6 contains 4607 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 112137 members 
Mstep: Class 9 contains 5202 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 107724 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 121782 members 
Mstep: Class 15 contains 122322 members 
Mstep: Class 16 contains 79659 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 2739 members 
Mstep: Class 19 contains 89329 members 
Mstep: Class 20 contains 13895 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 48559 members 
Mstep: Class 24 contains 12119 members 
Mstep: Class 25 contains 8261 members 
Mstep: Class 26 contains 34949 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 255 members 
Mstep: Class 30 contains 607 members 
Mstep: Class 31 contains 83940 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 30432 members 
Mstep: Class 34 contains 116654 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17360 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 179 members 
Mstep: Class 41 contains 20315 members 
Mstep: Class 42 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750112.000000 Penalty: 95283.945312
Iteration 121Q: 43 clusters Score -1.417501e+08 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37531 members 
Mstep: Class 3 contains 9455 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 31400 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 111775 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 14805 members 
Mstep: Class 11 contains 107446 members 
Mstep: Class 12 contains 4989 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 121774 members 
Mstep: Class 15 contains 121537 members 
Mstep: Class 16 contains 80156 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 88877 members 
Mstep: Class 20 contains 13908 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 48415 members 
Mstep: Class 24 contains 12113 members 
Mstep: Class 25 contains 8250 members 
Mstep: Class 26 contains 33910 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 252 members 
Mstep: Class 30 contains 609 members 
Mstep: Class 31 contains 83489 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 30198 members 
Mstep: Class 34 contains 120073 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17322 members 
Mstep: Class 37 contains 7312 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 20559 members 
Mstep: Class 42 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749632.000000 Penalty: 95283.945312
Iteration 122Q: 43 clusters Score -1.417496e+08 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37479 members 
Mstep: Class 3 contains 9421 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 31170 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 111521 members 
Mstep: Class 9 contains 5210 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 107341 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 122352 members 
Mstep: Class 15 contains 121216 members 
Mstep: Class 16 contains 80520 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88475 members 
Mstep: Class 20 contains 13926 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 48303 members 
Mstep: Class 24 contains 12118 members 
Mstep: Class 25 contains 8245 members 
Mstep: Class 26 contains 32967 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 250 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 83208 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30030 members 
Mstep: Class 34 contains 122004 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17306 members 
Mstep: Class 37 contains 7310 members 
Mstep: Class 38 contains 453 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 20621 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748704.000000 Penalty: 95283.945312
Iteration 123Q: 43 clusters Score -1.417487e+08 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37421 members 
Mstep: Class 3 contains 9380 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 30972 members 
Mstep: Class 6 contains 4617 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111391 members 
Mstep: Class 9 contains 5213 members 
Mstep: Class 10 contains 14720 members 
Mstep: Class 11 contains 107350 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 6008 members 
Mstep: Class 14 contains 123136 members 
Mstep: Class 15 contains 121203 members 
Mstep: Class 16 contains 80774 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 88103 members 
Mstep: Class 20 contains 13926 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 48218 members 
Mstep: Class 24 contains 12129 members 
Mstep: Class 25 contains 8237 members 
Mstep: Class 26 contains 32154 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 83076 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 29864 members 
Mstep: Class 34 contains 123038 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17308 members 
Mstep: Class 37 contains 7293 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 20560 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748144.000000 Penalty: 95283.945312
Iteration 124Q: 43 clusters Score -1.417481e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37361 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 30812 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 420 members 
Mstep: Class 8 contains 111384 members 
Mstep: Class 9 contains 5217 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 11 contains 107381 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 6000 members 
Mstep: Class 14 contains 123987 members 
Mstep: Class 15 contains 121348 members 
Mstep: Class 16 contains 80916 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 2760 members 
Mstep: Class 19 contains 87796 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 48137 members 
Mstep: Class 24 contains 12131 members 
Mstep: Class 25 contains 8236 members 
Mstep: Class 26 contains 31455 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 250 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 82999 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 29737 members 
Mstep: Class 34 contains 123449 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17325 members 
Mstep: Class 37 contains 7274 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 20546 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747088.000000 Penalty: 95283.945312
Iteration 125Q: 43 clusters Score -1.417471e+08 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37297 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30647 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 420 members 
Mstep: Class 8 contains 111410 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 14676 members 
Mstep: Class 11 contains 107404 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 124676 members 
Mstep: Class 15 contains 121616 members 
Mstep: Class 16 contains 80975 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 87552 members 
Mstep: Class 20 contains 13959 members 
Mstep: Class 21 contains 1936 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 48039 members 
Mstep: Class 24 contains 12156 members 
Mstep: Class 25 contains 8238 members 
Mstep: Class 26 contains 30876 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 82957 members 
Mstep: Class 32 contains 461 members 
Mstep: Class 33 contains 29608 members 
Mstep: Class 34 contains 123722 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17345 members 
Mstep: Class 37 contains 7257 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 20543 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746784.000000 Penalty: 95283.945312
Iteration 126Q: 43 clusters Score -1.417468e+08 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37232 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30492 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111506 members 
Mstep: Class 9 contains 5232 members 
Mstep: Class 10 contains 14651 members 
Mstep: Class 11 contains 107471 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 5992 members 
Mstep: Class 14 contains 125255 members 
Mstep: Class 15 contains 121962 members 
Mstep: Class 16 contains 80950 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 87355 members 
Mstep: Class 20 contains 13966 members 
Mstep: Class 21 contains 1957 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 47952 members 
Mstep: Class 24 contains 12165 members 
Mstep: Class 25 contains 8238 members 
Mstep: Class 26 contains 30344 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 2301 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82919 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 29446 members 
Mstep: Class 34 contains 123775 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17355 members 
Mstep: Class 37 contains 7242 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 20685 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746752.000000 Penalty: 95283.945312
Iteration 127Q: 43 clusters Score -1.417468e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37176 members 
Mstep: Class 3 contains 9219 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30365 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 111635 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 11 contains 107552 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 125566 members 
Mstep: Class 15 contains 122353 members 
Mstep: Class 16 contains 80842 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 87209 members 
Mstep: Class 20 contains 13975 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47870 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8234 members 
Mstep: Class 26 contains 29979 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 2299 members 
Mstep: Class 29 contains 249 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82893 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 29294 members 
Mstep: Class 34 contains 123689 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17356 members 
Mstep: Class 37 contains 7231 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 20945 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746592.000000 Penalty: 95283.945312
Iteration 128Q: 43 clusters Score -1.417466e+08 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37121 members 
Mstep: Class 3 contains 9196 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30250 members 
Mstep: Class 6 contains 4623 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 5249 members 
Mstep: Class 10 contains 14632 members 
Mstep: Class 11 contains 107612 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 5978 members 
Mstep: Class 14 contains 125750 members 
Mstep: Class 15 contains 122786 members 
Mstep: Class 16 contains 80600 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 87066 members 
Mstep: Class 20 contains 13978 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47807 members 
Mstep: Class 24 contains 12188 members 
Mstep: Class 25 contains 8232 members 
Mstep: Class 26 contains 29664 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 2296 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82875 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 29154 members 
Mstep: Class 34 contains 123529 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17358 members 
Mstep: Class 37 contains 7219 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 21376 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746688.000000 Penalty: 95283.945312
Iteration 129Q: 43 clusters Score -1.417467e+08 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37070 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30141 members 
Mstep: Class 6 contains 4623 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 111929 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 107657 members 
Mstep: Class 12 contains 4977 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 125773 members 
Mstep: Class 15 contains 123206 members 
Mstep: Class 16 contains 80353 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 86993 members 
Mstep: Class 20 contains 13990 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47743 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 29380 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 2295 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82843 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 29020 members 
Mstep: Class 34 contains 123396 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17359 members 
Mstep: Class 37 contains 7211 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 21902 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746512.000000 Penalty: 95283.945312
Iteration 130Q: 43 clusters Score -1.417465e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37024 members 
Mstep: Class 3 contains 9126 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30058 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112062 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 107717 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 125724 members 
Mstep: Class 15 contains 123611 members 
Mstep: Class 16 contains 80004 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 20 contains 14009 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47715 members 
Mstep: Class 24 contains 12180 members 
Mstep: Class 25 contains 8231 members 
Mstep: Class 26 contains 29120 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82817 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28874 members 
Mstep: Class 34 contains 123206 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17340 members 
Mstep: Class 37 contains 7211 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 22552 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746416.000000 Penalty: 95283.945312
Iteration 131Q: 43 clusters Score -1.417464e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29986 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112195 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 14606 members 
Mstep: Class 11 contains 107778 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 125539 members 
Mstep: Class 15 contains 123985 members 
Mstep: Class 16 contains 79525 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 86927 members 
Mstep: Class 20 contains 14022 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47701 members 
Mstep: Class 24 contains 12177 members 
Mstep: Class 25 contains 8231 members 
Mstep: Class 26 contains 28869 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 2290 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82807 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28728 members 
Mstep: Class 34 contains 123042 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17330 members 
Mstep: Class 37 contains 7205 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 23390 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746656.000000 Penalty: 95283.945312
Iteration 132Q: 43 clusters Score -1.417467e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36959 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29932 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112304 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 10 contains 14614 members 
Mstep: Class 11 contains 107855 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 5944 members 
Mstep: Class 14 contains 125286 members 
Mstep: Class 15 contains 124313 members 
Mstep: Class 16 contains 79011 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 86913 members 
Mstep: Class 20 contains 14038 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47699 members 
Mstep: Class 24 contains 12176 members 
Mstep: Class 25 contains 8228 members 
Mstep: Class 26 contains 28620 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82809 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28601 members 
Mstep: Class 34 contains 122905 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17334 members 
Mstep: Class 37 contains 7204 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 24254 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746288.000000 Penalty: 95283.945312
Iteration 133Q: 43 clusters Score -1.417463e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36936 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29881 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112359 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 14614 members 
Mstep: Class 11 contains 107920 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 124957 members 
Mstep: Class 15 contains 124606 members 
Mstep: Class 16 contains 78552 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 86914 members 
Mstep: Class 20 contains 14053 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47715 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 8231 members 
Mstep: Class 26 contains 28401 members 
Mstep: Class 27 contains 1834 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82793 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28503 members 
Mstep: Class 34 contains 122777 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17332 members 
Mstep: Class 37 contains 7203 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 25158 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746768.000000 Penalty: 95283.945312
Iteration 134Q: 43 clusters Score -1.417468e+08 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36913 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29813 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112393 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 14605 members 
Mstep: Class 11 contains 107942 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 124594 members 
Mstep: Class 15 contains 124798 members 
Mstep: Class 16 contains 78163 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 86933 members 
Mstep: Class 20 contains 14060 members 
Mstep: Class 21 contains 2070 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47737 members 
Mstep: Class 24 contains 12199 members 
Mstep: Class 25 contains 8231 members 
Mstep: Class 26 contains 28199 members 
Mstep: Class 27 contains 1834 members 
Mstep: Class 28 contains 2283 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82741 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28433 members 
Mstep: Class 34 contains 122744 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17335 members 
Mstep: Class 37 contains 7192 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 26086 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746880.000000 Penalty: 95283.945312
Iteration 135Q: 43 clusters Score -1.417469e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36885 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29774 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112452 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 14598 members 
Mstep: Class 11 contains 107967 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 124295 members 
Mstep: Class 15 contains 124948 members 
Mstep: Class 16 contains 77857 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 86940 members 
Mstep: Class 20 contains 14071 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47744 members 
Mstep: Class 24 contains 12208 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 27981 members 
Mstep: Class 27 contains 1834 members 
Mstep: Class 28 contains 2283 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82697 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28348 members 
Mstep: Class 34 contains 122715 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17344 members 
Mstep: Class 37 contains 7186 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 26883 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746608.000000 Penalty: 95283.945312
Iteration 136Q: 43 clusters Score -1.417466e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36863 members 
Mstep: Class 3 contains 8971 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29749 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112530 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 14590 members 
Mstep: Class 11 contains 107993 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 123995 members 
Mstep: Class 15 contains 125098 members 
Mstep: Class 16 contains 77566 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 86966 members 
Mstep: Class 20 contains 14088 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47736 members 
Mstep: Class 24 contains 12217 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 27715 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82670 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28288 members 
Mstep: Class 34 contains 122683 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17346 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 27621 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746912.000000 Penalty: 95283.945312
Iteration 137Q: 43 clusters Score -1.417469e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36835 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29723 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112581 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 14586 members 
Mstep: Class 11 contains 108011 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 123737 members 
Mstep: Class 15 contains 125205 members 
Mstep: Class 16 contains 77333 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 87008 members 
Mstep: Class 20 contains 14099 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47731 members 
Mstep: Class 24 contains 12224 members 
Mstep: Class 25 contains 8228 members 
Mstep: Class 26 contains 27464 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82632 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28250 members 
Mstep: Class 34 contains 122643 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17341 members 
Mstep: Class 37 contains 7172 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 28329 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747040.000000 Penalty: 95283.945312
Iteration 138Q: 43 clusters Score -1.41747e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36807 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29689 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112609 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 108047 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 123508 members 
Mstep: Class 15 contains 125302 members 
Mstep: Class 16 contains 77132 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 87046 members 
Mstep: Class 20 contains 14114 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47729 members 
Mstep: Class 24 contains 12225 members 
Mstep: Class 25 contains 8223 members 
Mstep: Class 26 contains 27239 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82583 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28226 members 
Mstep: Class 34 contains 122584 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17351 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 28983 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747152.000000 Penalty: 95283.945312
Iteration 139Q: 43 clusters Score -1.417472e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 36792 members 
Mstep: Class 3 contains 8876 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29686 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112653 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 14578 members 
Mstep: Class 11 contains 108084 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 123280 members 
Mstep: Class 15 contains 125389 members 
Mstep: Class 16 contains 76926 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 87079 members 
Mstep: Class 20 contains 14124 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47719 members 
Mstep: Class 24 contains 12228 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 27014 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2287 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82544 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28185 members 
Mstep: Class 34 contains 122554 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17351 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 29611 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747344.000000 Penalty: 95283.945312
Iteration 140F: 43 clusters Score -1.417473e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36776 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29639 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 112660 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 10 contains 14574 members 
Mstep: Class 11 contains 108112 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 123057 members 
Mstep: Class 15 contains 125377 members 
Mstep: Class 16 contains 76733 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 87115 members 
Mstep: Class 20 contains 14131 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47708 members 
Mstep: Class 24 contains 12228 members 
Mstep: Class 25 contains 8218 members 
Mstep: Class 26 contains 26791 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82519 members 
Mstep: Class 32 contains 464 members 
Mstep: Class 33 contains 28140 members 
Mstep: Class 34 contains 122578 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 17351 members 
Mstep: Class 37 contains 7155 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 195 members 
Mstep: Class 41 contains 30346 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747824.000000 Penalty: 95283.945312
Iteration 141Q: 43 clusters Score -1.417478e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36760 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29605 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112652 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 14564 members 
Mstep: Class 11 contains 108116 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 122889 members 
Mstep: Class 15 contains 125354 members 
Mstep: Class 16 contains 76592 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 87137 members 
Mstep: Class 20 contains 14131 members 
Mstep: Class 21 contains 2120 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47696 members 
Mstep: Class 24 contains 12229 members 
Mstep: Class 25 contains 8218 members 
Mstep: Class 26 contains 26578 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82500 members 
Mstep: Class 32 contains 462 members 
Mstep: Class 33 contains 28108 members 
Mstep: Class 34 contains 122498 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 17345 members 
Mstep: Class 37 contains 7151 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 196 members 
Mstep: Class 41 contains 31098 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748016.000000 Penalty: 95283.945312
Iteration 142Q: 43 clusters Score -1.41748e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36749 members 
Mstep: Class 3 contains 8804 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29574 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112651 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 14560 members 
Mstep: Class 11 contains 108144 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 5903 members 
Mstep: Class 14 contains 122742 members 
Mstep: Class 15 contains 125344 members 
Mstep: Class 16 contains 76434 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 87165 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47682 members 
Mstep: Class 24 contains 12229 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 26343 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82493 members 
Mstep: Class 32 contains 461 members 
Mstep: Class 33 contains 28071 members 
Mstep: Class 34 contains 122341 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17347 members 
Mstep: Class 37 contains 7148 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 31870 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748128.000000 Penalty: 95283.945312
Iteration 143Q: 43 clusters Score -1.417481e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36739 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29564 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112645 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 108158 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 5899 members 
Mstep: Class 14 contains 122586 members 
Mstep: Class 15 contains 125307 members 
Mstep: Class 16 contains 76229 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 87185 members 
Mstep: Class 20 contains 14140 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47678 members 
Mstep: Class 24 contains 12225 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 26094 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2283 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82462 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 28040 members 
Mstep: Class 34 contains 122286 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17342 members 
Mstep: Class 37 contains 7146 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 196 members 
Mstep: Class 41 contains 32664 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748096.000000 Penalty: 95283.945312
Iteration 144Q: 43 clusters Score -1.417481e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36729 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29538 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112632 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 108159 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 5900 members 
Mstep: Class 14 contains 122455 members 
Mstep: Class 15 contains 125239 members 
Mstep: Class 16 contains 76030 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 87206 members 
Mstep: Class 20 contains 14144 members 
Mstep: Class 21 contains 2134 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47670 members 
Mstep: Class 24 contains 12221 members 
Mstep: Class 25 contains 8210 members 
Mstep: Class 26 contains 25851 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2284 members 
Mstep: Class 29 contains 247 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82425 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27995 members 
Mstep: Class 34 contains 122253 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17342 members 
Mstep: Class 37 contains 7143 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 195 members 
Mstep: Class 41 contains 33470 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748032.000000 Penalty: 95283.945312
Iteration 145Q: 43 clusters Score -1.41748e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36720 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29506 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112639 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 108149 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 5899 members 
Mstep: Class 14 contains 122319 members 
Mstep: Class 15 contains 125139 members 
Mstep: Class 16 contains 75729 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 87228 members 
Mstep: Class 20 contains 14146 members 
Mstep: Class 21 contains 2137 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47684 members 
Mstep: Class 24 contains 12230 members 
Mstep: Class 25 contains 8210 members 
Mstep: Class 26 contains 25621 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82388 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27960 members 
Mstep: Class 34 contains 122214 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17345 members 
Mstep: Class 37 contains 7136 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 34363 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747984.000000 Penalty: 95283.945312
Iteration 146Q: 43 clusters Score -1.41748e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36715 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29503 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112639 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 14541 members 
Mstep: Class 11 contains 108125 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 13 contains 5894 members 
Mstep: Class 14 contains 122144 members 
Mstep: Class 15 contains 125051 members 
Mstep: Class 16 contains 75503 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 87247 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47687 members 
Mstep: Class 24 contains 12232 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 25412 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82330 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27926 members 
Mstep: Class 34 contains 122194 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17353 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 35187 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748048.000000 Penalty: 95283.945312
Iteration 147Q: 43 clusters Score -1.41748e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36704 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112635 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 14538 members 
Mstep: Class 11 contains 108107 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5891 members 
Mstep: Class 14 contains 121941 members 
Mstep: Class 15 contains 124936 members 
Mstep: Class 16 contains 75258 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 87258 members 
Mstep: Class 20 contains 14158 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47678 members 
Mstep: Class 24 contains 12229 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 25204 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2288 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82296 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27893 members 
Mstep: Class 34 contains 122188 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17359 members 
Mstep: Class 37 contains 7136 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 36074 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748176.000000 Penalty: 95283.945312
Iteration 148Q: 43 clusters Score -1.417482e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36695 members 
Mstep: Class 3 contains 8741 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112625 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 108068 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5891 members 
Mstep: Class 14 contains 121803 members 
Mstep: Class 15 contains 124829 members 
Mstep: Class 16 contains 75044 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 87233 members 
Mstep: Class 20 contains 14163 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47672 members 
Mstep: Class 24 contains 12219 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 24984 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82239 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27880 members 
Mstep: Class 34 contains 122159 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17364 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 36975 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748240.000000 Penalty: 95283.945312
Iteration 149Q: 43 clusters Score -1.417482e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36681 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29436 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112631 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 108031 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 121633 members 
Mstep: Class 15 contains 124688 members 
Mstep: Class 16 contains 74827 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 14167 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47657 members 
Mstep: Class 24 contains 12216 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 24777 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 2287 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82199 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27877 members 
Mstep: Class 34 contains 122142 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17370 members 
Mstep: Class 37 contains 7133 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 37880 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748448.000000 Penalty: 95283.945312
Iteration 150Q: 43 clusters Score -1.417484e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36670 members 
Mstep: Class 3 contains 8725 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29395 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112624 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 108001 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 5884 members 
Mstep: Class 14 contains 121459 members 
Mstep: Class 15 contains 124546 members 
Mstep: Class 16 contains 74628 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 87194 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47670 members 
Mstep: Class 24 contains 12216 members 
Mstep: Class 25 contains 8202 members 
Mstep: Class 26 contains 24552 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 2290 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82168 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27875 members 
Mstep: Class 34 contains 122089 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17363 members 
Mstep: Class 37 contains 7133 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 38819 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749040.000000 Penalty: 95283.945312
Iteration 151Q: 43 clusters Score -1.41749e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36662 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29369 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112623 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 107966 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 5884 members 
Mstep: Class 14 contains 121193 members 
Mstep: Class 15 contains 124395 members 
Mstep: Class 16 contains 74410 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 87157 members 
Mstep: Class 20 contains 14174 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47663 members 
Mstep: Class 24 contains 12219 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 24318 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82166 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27872 members 
Mstep: Class 34 contains 122068 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17377 members 
Mstep: Class 37 contains 7142 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 39804 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749216.000000 Penalty: 95283.945312
Iteration 152Q: 43 clusters Score -1.417492e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36654 members 
Mstep: Class 3 contains 8707 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29363 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112596 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 107894 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 120900 members 
Mstep: Class 15 contains 124286 members 
Mstep: Class 16 contains 74194 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 87116 members 
Mstep: Class 20 contains 14172 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47650 members 
Mstep: Class 24 contains 12224 members 
Mstep: Class 25 contains 8195 members 
Mstep: Class 26 contains 24080 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82136 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27879 members 
Mstep: Class 34 contains 122094 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17392 members 
Mstep: Class 37 contains 7145 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 40812 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749552.000000 Penalty: 95283.945312
Iteration 153Q: 43 clusters Score -1.417496e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36644 members 
Mstep: Class 3 contains 8701 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29344 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112560 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 107836 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 120649 members 
Mstep: Class 15 contains 124159 members 
Mstep: Class 16 contains 73987 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2778 members 
Mstep: Class 19 contains 87068 members 
Mstep: Class 20 contains 14170 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47651 members 
Mstep: Class 24 contains 12219 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 23819 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82091 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27878 members 
Mstep: Class 34 contains 122064 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17399 members 
Mstep: Class 37 contains 7148 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 41895 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749776.000000 Penalty: 95283.945312
Iteration 154Q: 43 clusters Score -1.417498e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36631 members 
Mstep: Class 3 contains 8695 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29309 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112539 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 107790 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 5884 members 
Mstep: Class 14 contains 120400 members 
Mstep: Class 15 contains 123979 members 
Mstep: Class 16 contains 73834 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86997 members 
Mstep: Class 20 contains 14175 members 
Mstep: Class 21 contains 2162 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47645 members 
Mstep: Class 24 contains 12218 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 23553 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2296 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82014 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27879 members 
Mstep: Class 34 contains 122100 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17400 members 
Mstep: Class 37 contains 7150 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 42973 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749936.000000 Penalty: 95283.945312
Iteration 155Q: 43 clusters Score -1.417499e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36617 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29291 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112486 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 107784 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 120184 members 
Mstep: Class 15 contains 123788 members 
Mstep: Class 16 contains 73670 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86922 members 
Mstep: Class 20 contains 14178 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47632 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 23295 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2296 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81941 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27877 members 
Mstep: Class 34 contains 122056 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17395 members 
Mstep: Class 37 contains 7156 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 44106 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750384.000000 Penalty: 95283.945312
Iteration 156Q: 43 clusters Score -1.417504e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36593 members 
Mstep: Class 3 contains 8685 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29272 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112405 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 107764 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 119951 members 
Mstep: Class 15 contains 123619 members 
Mstep: Class 16 contains 73502 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2783 members 
Mstep: Class 19 contains 86864 members 
Mstep: Class 20 contains 14171 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47602 members 
Mstep: Class 24 contains 12223 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 23031 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 2298 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81858 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27866 members 
Mstep: Class 34 contains 121974 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17392 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 45367 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751024.000000 Penalty: 95283.945312
Iteration 157Q: 43 clusters Score -1.41751e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36569 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29245 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112317 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107739 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 119701 members 
Mstep: Class 15 contains 123467 members 
Mstep: Class 16 contains 73317 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2783 members 
Mstep: Class 19 contains 86805 members 
Mstep: Class 20 contains 14159 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47577 members 
Mstep: Class 24 contains 12223 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 22740 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81785 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27856 members 
Mstep: Class 34 contains 121912 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17382 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 46645 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751280.000000 Penalty: 95283.945312
Iteration 158Q: 43 clusters Score -1.417513e+08 nChanged 4087
Entering ConstructFrom: 
Score: -141751280.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14782.438477 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14782.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15018.029297 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15018.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15082.596680 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15111.608398 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -15111.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15177.393555 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15177.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15192.747070 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15192.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15243.458984 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15243.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15255.211914 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -15255.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15271.599609 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -15271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15278.972656 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -15278.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15279.691406 Penalty: 1892.489868
	Iteration 10F: 3 clusters Score -15279.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15290.193359 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -15290.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15294.216797 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -15294.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15296.545898 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -15296.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15321.111328 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -15321.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15328.220703 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -15328.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15328.683594 Penalty: 1892.489868
	Iteration 16Q: 3 clusters Score -15328.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15328.683594 Penalty: 1892.489868
	Iteration 17F: 3 clusters Score -15328.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Entering Unmasked Estep 
Score: -4535133.500000 Penalty: 1707.287109
	Iteration 0F: 2 clusters Score -4535134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4510757.500000 Penalty: 3414.574219
	Iteration 0F: 3 clusters Score -4510758 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4520044.000000 Penalty: 3414.574219
	Iteration 1F: 3 clusters Score -4520044 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4520567.500000 Penalty: 3414.574219
	Iteration 2Q: 3 clusters Score -4520568 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4521127.000000 Penalty: 3414.574219
	Iteration 3Q: 3 clusters Score -4521127 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4521841.500000 Penalty: 3414.574219
	Iteration 4Q: 3 clusters Score -4521842 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4522720.500000 Penalty: 3414.574219
	Iteration 5F: 3 clusters Score -4522720 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4523758.000000 Penalty: 3414.574219
	Iteration 6F: 3 clusters Score -4523758 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4525008.000000 Penalty: 3414.574219
	Iteration 7F: 3 clusters Score -4525008 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4526498.500000 Penalty: 3414.574219
	Iteration 8F: 3 clusters Score -4526498 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4528127.000000 Penalty: 3414.574219
	Iteration 9F: 3 clusters Score -4528127 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4529877.000000 Penalty: 3414.574219
	Iteration 10F: 3 clusters Score -4529877 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4531409.500000 Penalty: 3414.574219
	Iteration 11Q: 3 clusters Score -4531410 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4532489.500000 Penalty: 3414.574219
	Iteration 12Q: 3 clusters Score -4532490 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4533120.000000 Penalty: 3414.574219
	Iteration 13Q: 3 clusters Score -4533120 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4533520.500000 Penalty: 3414.574219
	Iteration 14Q: 3 clusters Score -4533520 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4533785.500000 Penalty: 3414.574219
	Iteration 15Q: 3 clusters Score -4533786 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4533946.000000 Penalty: 3414.574219
	Iteration 16Q: 3 clusters Score -4533946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4534047.500000 Penalty: 3414.574219
	Iteration 17Q: 3 clusters Score -4534048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4534118.000000 Penalty: 3414.574219
	Iteration 18Q: 3 clusters Score -4534118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4534159.000000 Penalty: 3414.574219
	Iteration 19Q: 3 clusters Score -4534159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4534202.500000 Penalty: 3414.574219
	Iteration 20F: 3 clusters Score -4534202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4534224.500000 Penalty: 3414.574219
	Iteration 21Q: 3 clusters Score -4534224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -4534231.000000 Penalty: 3414.574219
	Iteration 22Q: 3 clusters Score -4534231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4534244.000000 Penalty: 3414.574219
	Iteration 23Q: 3 clusters Score -4534244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4534258.000000 Penalty: 3414.574219
	Iteration 24Q: 3 clusters Score -4534258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4534271.000000 Penalty: 3414.574219
	Iteration 25Q: 3 clusters Score -4534271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4534276.500000 Penalty: 3414.574219
	Iteration 26Q: 3 clusters Score -4534276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4534284.000000 Penalty: 3414.574219
	Iteration 27Q: 3 clusters Score -4534284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4534292.000000 Penalty: 3414.574219
	Iteration 28Q: 3 clusters Score -4534292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4534302.000000 Penalty: 3414.574219
	Iteration 29Q: 3 clusters Score -4534302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4534301.000000 Penalty: 3414.574219
	Iteration 30Q: 3 clusters Score -4534301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4534309.500000 Penalty: 3414.574219
	Iteration 31Q: 3 clusters Score -4534310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4534312.500000 Penalty: 3414.574219
	Iteration 32Q: 3 clusters Score -4534312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4534317.000000 Penalty: 3414.574219
	Iteration 33Q: 3 clusters Score -4534317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4534318.500000 Penalty: 3414.574219
	Iteration 34Q: 3 clusters Score -4534318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4534318.500000 Penalty: 3414.574219
	Iteration 35F: 3 clusters Score -4534318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Entering Unmasked Estep 
Score: -1065839.500000 Penalty: 1473.488892
	Iteration 0F: 2 clusters Score -1065840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1059528.125000 Penalty: 2946.977783
	Iteration 0F: 3 clusters Score -1059528 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1061616.625000 Penalty: 2946.977783
	Iteration 1F: 3 clusters Score -1061617 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1061911.125000 Penalty: 2946.977783
	Iteration 2F: 3 clusters Score -1061911 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1062154.125000 Penalty: 2946.977783
	Iteration 3F: 3 clusters Score -1062154 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1062403.750000 Penalty: 2946.977783
	Iteration 4F: 3 clusters Score -1062404 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1062703.500000 Penalty: 2946.977783
	Iteration 5F: 3 clusters Score -1062704 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1063022.500000 Penalty: 2946.977783
	Iteration 6F: 3 clusters Score -1063022 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1063323.375000 Penalty: 2946.977783
	Iteration 7Q: 3 clusters Score -1063323 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1063614.375000 Penalty: 2946.977783
	Iteration 8Q: 3 clusters Score -1063614 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1063895.000000 Penalty: 2946.977783
	Iteration 9Q: 3 clusters Score -1063895 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1064149.000000 Penalty: 2946.977783
	Iteration 10Q: 3 clusters Score -1064149 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1064368.125000 Penalty: 2946.977783
	Iteration 11Q: 3 clusters Score -1064368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1064519.250000 Penalty: 2946.977783
	Iteration 12Q: 3 clusters Score -1064519 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1064627.000000 Penalty: 2946.977783
	Iteration 13Q: 3 clusters Score -1064627 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1064701.125000 Penalty: 2946.977783
	Iteration 14Q: 3 clusters Score -1064701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1064760.375000 Penalty: 2946.977783
	Iteration 15Q: 3 clusters Score -1064760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1064808.500000 Penalty: 2946.977783
	Iteration 16Q: 3 clusters Score -1064808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1064841.000000 Penalty: 2946.977783
	Iteration 17Q: 3 clusters Score -1064841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1064863.625000 Penalty: 2946.977783
	Iteration 18Q: 3 clusters Score -1064864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1064885.250000 Penalty: 2946.977783
	Iteration 19Q: 3 clusters Score -1064885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1064911.250000 Penalty: 2946.977783
	Iteration 20F: 3 clusters Score -1064911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1064932.625000 Penalty: 2946.977783
	Iteration 21Q: 3 clusters Score -1064933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1064949.500000 Penalty: 2946.977783
	Iteration 22Q: 3 clusters Score -1064950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1064970.375000 Penalty: 2946.977783
	Iteration 23Q: 3 clusters Score -1064970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1064992.500000 Penalty: 2946.977783
	Iteration 24Q: 3 clusters Score -1064992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1065020.125000 Penalty: 2946.977783
	Iteration 25Q: 3 clusters Score -1065020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1065044.125000 Penalty: 2946.977783
	Iteration 26Q: 3 clusters Score -1065044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1065063.000000 Penalty: 2946.977783
	Iteration 27Q: 3 clusters Score -1065063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1065079.750000 Penalty: 2946.977783
	Iteration 28Q: 3 clusters Score -1065080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1065096.750000 Penalty: 2946.977783
	Iteration 29Q: 3 clusters Score -1065097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1065106.125000 Penalty: 2946.977783
	Iteration 30Q: 3 clusters Score -1065106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1065121.500000 Penalty: 2946.977783
	Iteration 31Q: 3 clusters Score -1065122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1065137.000000 Penalty: 2946.977783
	Iteration 32Q: 3 clusters Score -1065137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1065144.250000 Penalty: 2946.977783
	Iteration 33Q: 3 clusters Score -1065144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1065152.750000 Penalty: 2946.977783
	Iteration 34Q: 3 clusters Score -1065153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1065156.625000 Penalty: 2946.977783
	Iteration 35Q: 3 clusters Score -1065157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1065157.375000 Penalty: 2946.977783
	Iteration 36Q: 3 clusters Score -1065157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1065157.750000 Penalty: 2946.977783
	Iteration 37Q: 3 clusters Score -1065158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1065157.875000 Penalty: 2946.977783
	Iteration 38Q: 3 clusters Score -1065158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1065160.000000 Penalty: 2946.977783
	Iteration 39Q: 3 clusters Score -1065160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1065163.000000 Penalty: 2946.977783
	Iteration 40F: 3 clusters Score -1065163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1065165.500000 Penalty: 2946.977783
	Iteration 41Q: 3 clusters Score -1065166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1065165.250000 Penalty: 2946.977783
	Iteration 42Q: 3 clusters Score -1065165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1065167.625000 Penalty: 2946.977783
	Iteration 43Q: 3 clusters Score -1065168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1065168.375000 Penalty: 2946.977783
	Iteration 44Q: 3 clusters Score -1065168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1065168.000000 Penalty: 2946.977783
	Iteration 45Q: 3 clusters Score -1065168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1065167.875000 Penalty: 2946.977783
	Iteration 46Q: 3 clusters Score -1065168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1065167.625000 Penalty: 2946.977783
	Iteration 47Q: 3 clusters Score -1065168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1065167.625000 Penalty: 2946.977783
	Iteration 48F: 3 clusters Score -1065168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30861.716797 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30861.72 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31139.271484 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31139.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31330.044922 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31330.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31393.654297 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -31393.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31419.740234 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31419.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31435.011719 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31435.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31435.011719 Penalty: 1905.680176
	Iteration 6F: 3 clusters Score -31435.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Entering Unmasked Estep 
Score: -3695945.000000 Penalty: 1670.923950
	Iteration 0F: 2 clusters Score -3695945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3676240.750000 Penalty: 3341.847900
	Iteration 0F: 3 clusters Score -3676241 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3683893.000000 Penalty: 3341.847900
	Iteration 1F: 3 clusters Score -3683893 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3684475.000000 Penalty: 3341.847900
	Iteration 2F: 3 clusters Score -3684475 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3685257.250000 Penalty: 3341.847900
	Iteration 3F: 3 clusters Score -3685257 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3686313.250000 Penalty: 3341.847900
	Iteration 4F: 3 clusters Score -3686313 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3687602.500000 Penalty: 3341.847900
	Iteration 5F: 3 clusters Score -3687602 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3689122.750000 Penalty: 3341.847900
	Iteration 6F: 3 clusters Score -3689123 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3690457.750000 Penalty: 3341.847900
	Iteration 7F: 3 clusters Score -3690458 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3691358.500000 Penalty: 3341.847900
	Iteration 8Q: 3 clusters Score -3691358 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3691939.500000 Penalty: 3341.847900
	Iteration 9Q: 3 clusters Score -3691940 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3692320.250000 Penalty: 3341.847900
	Iteration 10Q: 3 clusters Score -3692320 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3692607.750000 Penalty: 3341.847900
	Iteration 11Q: 3 clusters Score -3692608 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3692825.500000 Penalty: 3341.847900
	Iteration 12Q: 3 clusters Score -3692826 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3693044.750000 Penalty: 3341.847900
	Iteration 13Q: 3 clusters Score -3693045 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3693235.250000 Penalty: 3341.847900
	Iteration 14Q: 3 clusters Score -3693235 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3693386.500000 Penalty: 3341.847900
	Iteration 15Q: 3 clusters Score -3693386 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3693535.250000 Penalty: 3341.847900
	Iteration 16Q: 3 clusters Score -3693535 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3693654.250000 Penalty: 3341.847900
	Iteration 17Q: 3 clusters Score -3693654 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3693730.250000 Penalty: 3341.847900
	Iteration 18Q: 3 clusters Score -3693730 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3693818.000000 Penalty: 3341.847900
	Iteration 19Q: 3 clusters Score -3693818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3693876.000000 Penalty: 3341.847900
	Iteration 20F: 3 clusters Score -3693876 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3693917.000000 Penalty: 3341.847900
	Iteration 21Q: 3 clusters Score -3693917 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3693975.750000 Penalty: 3341.847900
	Iteration 22Q: 3 clusters Score -3693976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3694022.000000 Penalty: 3341.847900
	Iteration 23Q: 3 clusters Score -3694022 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3694063.500000 Penalty: 3341.847900
	Iteration 24Q: 3 clusters Score -3694064 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3694117.500000 Penalty: 3341.847900
	Iteration 25Q: 3 clusters Score -3694118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3694152.250000 Penalty: 3341.847900
	Iteration 26Q: 3 clusters Score -3694152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3694188.500000 Penalty: 3341.847900
	Iteration 27Q: 3 clusters Score -3694188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3694230.500000 Penalty: 3341.847900
	Iteration 28Q: 3 clusters Score -3694230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3694281.750000 Penalty: 3341.847900
	Iteration 29Q: 3 clusters Score -3694282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3694326.000000 Penalty: 3341.847900
	Iteration 30Q: 3 clusters Score -3694326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3694352.000000 Penalty: 3341.847900
	Iteration 31Q: 3 clusters Score -3694352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3694398.500000 Penalty: 3341.847900
	Iteration 32Q: 3 clusters Score -3694398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3694423.500000 Penalty: 3341.847900
	Iteration 33Q: 3 clusters Score -3694424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3694440.500000 Penalty: 3341.847900
	Iteration 34Q: 3 clusters Score -3694440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3694462.750000 Penalty: 3341.847900
	Iteration 35Q: 3 clusters Score -3694463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3694471.750000 Penalty: 3341.847900
	Iteration 36Q: 3 clusters Score -3694472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3694480.250000 Penalty: 3341.847900
	Iteration 37Q: 3 clusters Score -3694480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3694491.750000 Penalty: 3341.847900
	Iteration 38Q: 3 clusters Score -3694492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3694495.750000 Penalty: 3341.847900
	Iteration 39Q: 3 clusters Score -3694496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3694519.750000 Penalty: 3341.847900
	Iteration 40F: 3 clusters Score -3694520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3694535.000000 Penalty: 3341.847900
	Iteration 41Q: 3 clusters Score -3694535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3694538.000000 Penalty: 3341.847900
	Iteration 42Q: 3 clusters Score -3694538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3694547.750000 Penalty: 3341.847900
	Iteration 43Q: 3 clusters Score -3694548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3694554.000000 Penalty: 3341.847900
	Iteration 44Q: 3 clusters Score -3694554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3694558.750000 Penalty: 3341.847900
	Iteration 45Q: 3 clusters Score -3694559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3694553.500000 Penalty: 3341.847900
	Iteration 46Q: 3 clusters Score -3694554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3694558.750000 Penalty: 3341.847900
	Iteration 47Q: 3 clusters Score -3694559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3694562.500000 Penalty: 3341.847900
	Iteration 48Q: 3 clusters Score -3694562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3694561.750000 Penalty: 3341.847900
	Iteration 49Q: 3 clusters Score -3694562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3694562.250000 Penalty: 3341.847900
	Iteration 50Q: 3 clusters Score -3694562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3694565.750000 Penalty: 3341.847900
	Iteration 51Q: 3 clusters Score -3694566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3694573.000000 Penalty: 3341.847900
	Iteration 52Q: 3 clusters Score -3694573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3694580.500000 Penalty: 3341.847900
	Iteration 53Q: 3 clusters Score -3694580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3694576.000000 Penalty: 3341.847900
	Iteration 54Q: 3 clusters Score -3694576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3694574.500000 Penalty: 3341.847900
	Iteration 55Q: 3 clusters Score -3694574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3694579.750000 Penalty: 3341.847900
	Iteration 56Q: 3 clusters Score -3694580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3694578.500000 Penalty: 3341.847900
	Iteration 57Q: 3 clusters Score -3694578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3694586.250000 Penalty: 3341.847900
	Iteration 58Q: 3 clusters Score -3694586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3694588.000000 Penalty: 3341.847900
	Iteration 59Q: 3 clusters Score -3694588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3694594.250000 Penalty: 3341.847900
	Iteration 60F: 3 clusters Score -3694594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3694599.000000 Penalty: 3341.847900
	Iteration 61Q: 3 clusters Score -3694599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3694595.500000 Penalty: 3341.847900
	Iteration 62Q: 3 clusters Score -3694596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3694596.500000 Penalty: 3341.847900
	Iteration 63Q: 3 clusters Score -3694596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3694595.750000 Penalty: 3341.847900
	Iteration 64Q: 3 clusters Score -3694596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3694601.000000 Penalty: 3341.847900
	Iteration 65Q: 3 clusters Score -3694601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3694602.750000 Penalty: 3341.847900
	Iteration 66Q: 3 clusters Score -3694603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3694599.500000 Penalty: 3341.847900
	Iteration 67Q: 3 clusters Score -3694600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3694601.500000 Penalty: 3341.847900
	Iteration 68Q: 3 clusters Score -3694602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3694606.750000 Penalty: 3341.847900
	Iteration 69Q: 3 clusters Score -3694607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3694606.500000 Penalty: 3341.847900
	Iteration 70Q: 3 clusters Score -3694606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3694606.500000 Penalty: 3341.847900
	Iteration 71F: 3 clusters Score -3694606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Entering Unmasked Estep 
Score: -553392.437500 Penalty: 1372.181152
	Iteration 0F: 2 clusters Score -553392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -549694.500000 Penalty: 2744.362305
	Iteration 0F: 3 clusters Score -549694.5 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -550744.687500 Penalty: 2744.362305
	Iteration 1F: 3 clusters Score -550744.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -551114.500000 Penalty: 2744.362305
	Iteration 2F: 3 clusters Score -551114.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -551467.312500 Penalty: 2744.362305
	Iteration 3F: 3 clusters Score -551467.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -551785.312500 Penalty: 2744.362305
	Iteration 4F: 3 clusters Score -551785.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -552082.250000 Penalty: 2744.362305
	Iteration 5F: 3 clusters Score -552082.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -552327.250000 Penalty: 2744.362305
	Iteration 6F: 3 clusters Score -552327.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -552510.375000 Penalty: 2744.362305
	Iteration 7F: 3 clusters Score -552510.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -552639.375000 Penalty: 2744.362305
	Iteration 8Q: 3 clusters Score -552639.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -552735.000000 Penalty: 2744.362305
	Iteration 9Q: 3 clusters Score -552735 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -552802.250000 Penalty: 2744.362305
	Iteration 10Q: 3 clusters Score -552802.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -552853.750000 Penalty: 2744.362305
	Iteration 11Q: 3 clusters Score -552853.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -552894.250000 Penalty: 2744.362305
	Iteration 12Q: 3 clusters Score -552894.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -552930.500000 Penalty: 2744.362305
	Iteration 13Q: 3 clusters Score -552930.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -552958.125000 Penalty: 2744.362305
	Iteration 14Q: 3 clusters Score -552958.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -552989.375000 Penalty: 2744.362305
	Iteration 15Q: 3 clusters Score -552989.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -553011.812500 Penalty: 2744.362305
	Iteration 16Q: 3 clusters Score -553011.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -553031.500000 Penalty: 2744.362305
	Iteration 17Q: 3 clusters Score -553031.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -553047.500000 Penalty: 2744.362305
	Iteration 18Q: 3 clusters Score -553047.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -553058.687500 Penalty: 2744.362305
	Iteration 19Q: 3 clusters Score -553058.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -553065.375000 Penalty: 2744.362305
	Iteration 20F: 3 clusters Score -553065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -553070.687500 Penalty: 2744.362305
	Iteration 21Q: 3 clusters Score -553070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -553070.875000 Penalty: 2744.362305
	Iteration 22Q: 3 clusters Score -553070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -553070.875000 Penalty: 2744.362305
	Iteration 23F: 3 clusters Score -553070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 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 215 members 
Entering Unmasked Estep 
Score: -31020.150391 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -31020.15 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31530.333984 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31530.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31772.814453 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31772.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31896.554688 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -31896.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31930.480469 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -31930.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31988.613281 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31988.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32053.800781 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -32053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32073.089844 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -32073.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32093.140625 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -32093.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32099.953125 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -32099.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32108.033203 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -32108.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32116.328125 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -32116.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32130.314453 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -32130.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32134.964844 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -32134.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32137.253906 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -32137.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32137.253906 Penalty: 1964.626709
	Iteration 15F: 3 clusters Score -32137.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107694 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 119545 members 
Mstep: Class 15 contains 123329 members 
Mstep: Class 16 contains 73081 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86710 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47562 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 22418 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81704 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27864 members 
Mstep: Class 34 contains 121813 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17389 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 47962 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 215 members 
Entering Unmasked Estep 
Score: -141749920.000000 Penalty: 97552.609375
Splitting cluster 7 changes total score from -141751280.000000 to -141749920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (112213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Entering Unmasked Estep 
Score: -14084639.000000 Penalty: 1889.574951
	Iteration 0F: 2 clusters Score -1.408464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -14011357.000000 Penalty: 3779.149902
	Iteration 0F: 3 clusters Score -1.401136e+07 nChanged 53685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -14042924.000000 Penalty: 3779.149902
	Iteration 1F: 3 clusters Score -1.404292e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -14044182.000000 Penalty: 3779.149902
	Iteration 2Q: 3 clusters Score -1.404418e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -14046329.000000 Penalty: 3779.149902
	Iteration 3Q: 3 clusters Score -1.404633e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -14049695.000000 Penalty: 3779.149902
	Iteration 4F: 3 clusters Score -1.40497e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -14054473.000000 Penalty: 3779.149902
	Iteration 5F: 3 clusters Score -1.405447e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -14060623.000000 Penalty: 3779.149902
	Iteration 6F: 3 clusters Score -1.406062e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -14066568.000000 Penalty: 3779.149902
	Iteration 7F: 3 clusters Score -1.406657e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -14070338.000000 Penalty: 3779.149902
	Iteration 8F: 3 clusters Score -1.407034e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -14072050.000000 Penalty: 3779.149902
	Iteration 9Q: 3 clusters Score -1.407205e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -14073011.000000 Penalty: 3779.149902
	Iteration 10Q: 3 clusters Score -1.407301e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -14073871.000000 Penalty: 3779.149902
	Iteration 11Q: 3 clusters Score -1.407387e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -14074672.000000 Penalty: 3779.149902
	Iteration 12Q: 3 clusters Score -1.407467e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -14075325.000000 Penalty: 3779.149902
	Iteration 13Q: 3 clusters Score -1.407532e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -14075986.000000 Penalty: 3779.149902
	Iteration 14Q: 3 clusters Score -1.407599e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -14076802.000000 Penalty: 3779.149902
	Iteration 15Q: 3 clusters Score -1.40768e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -14077523.000000 Penalty: 3779.149902
	Iteration 16Q: 3 clusters Score -1.407752e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -14078246.000000 Penalty: 3779.149902
	Iteration 17Q: 3 clusters Score -1.407825e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -14078958.000000 Penalty: 3779.149902
	Iteration 18Q: 3 clusters Score -1.407896e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -14079649.000000 Penalty: 3779.149902
	Iteration 19Q: 3 clusters Score -1.407965e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -14080224.000000 Penalty: 3779.149902
	Iteration 20F: 3 clusters Score -1.408022e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -14080795.000000 Penalty: 3779.149902
	Iteration 21Q: 3 clusters Score -1.40808e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -14081304.000000 Penalty: 3779.149902
	Iteration 22Q: 3 clusters Score -1.40813e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -14081640.000000 Penalty: 3779.149902
	Iteration 23Q: 3 clusters Score -1.408164e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -14081978.000000 Penalty: 3779.149902
	Iteration 24Q: 3 clusters Score -1.408198e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -14082370.000000 Penalty: 3779.149902
	Iteration 25Q: 3 clusters Score -1.408237e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -14082753.000000 Penalty: 3779.149902
	Iteration 26Q: 3 clusters Score -1.408275e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -14083127.000000 Penalty: 3779.149902
	Iteration 27Q: 3 clusters Score -1.408313e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -14083304.000000 Penalty: 3779.149902
	Iteration 28Q: 3 clusters Score -1.40833e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -14083559.000000 Penalty: 3779.149902
	Iteration 29Q: 3 clusters Score -1.408356e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -14083750.000000 Penalty: 3779.149902
	Iteration 30Q: 3 clusters Score -1.408375e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105471 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -14083828.000000 Penalty: 3779.149902
	Iteration 31Q: 3 clusters Score -1.408383e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -14083850.000000 Penalty: 3779.149902
	Iteration 32Q: 3 clusters Score -1.408385e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -14083956.000000 Penalty: 3779.149902
	Iteration 33Q: 3 clusters Score -1.408396e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -14084014.000000 Penalty: 3779.149902
	Iteration 34Q: 3 clusters Score -1.408401e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -14084090.000000 Penalty: 3779.149902
	Iteration 35Q: 3 clusters Score -1.408409e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -14084078.000000 Penalty: 3779.149902
	Iteration 36Q: 3 clusters Score -1.408408e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -14084129.000000 Penalty: 3779.149902
	Iteration 37Q: 3 clusters Score -1.408413e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108954 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -14084037.000000 Penalty: 3779.149902
	Iteration 38Q: 3 clusters Score -1.408404e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -14084051.000000 Penalty: 3779.149902
	Iteration 39Q: 3 clusters Score -1.408405e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -14084027.000000 Penalty: 3779.149902
	Iteration 40F: 3 clusters Score -1.408403e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -14084046.000000 Penalty: 3779.149902
	Iteration 41Q: 3 clusters Score -1.408405e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -14084078.000000 Penalty: 3779.149902
	Iteration 42Q: 3 clusters Score -1.408408e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -14084078.000000 Penalty: 3779.149902
	Iteration 43Q: 3 clusters Score -1.408408e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -14084080.000000 Penalty: 3779.149902
	Iteration 44Q: 3 clusters Score -1.408408e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -14084069.000000 Penalty: 3779.149902
	Iteration 45Q: 3 clusters Score -1.408407e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -14084053.000000 Penalty: 3779.149902
	Iteration 46Q: 3 clusters Score -1.408405e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -14084033.000000 Penalty: 3779.149902
	Iteration 47Q: 3 clusters Score -1.408403e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110572 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -14084036.000000 Penalty: 3779.149902
	Iteration 48Q: 3 clusters Score -1.408404e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14084016.000000 Penalty: 3779.149902
	Iteration 49Q: 3 clusters Score -1.408402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14084009.000000 Penalty: 3779.149902
	Iteration 50Q: 3 clusters Score -1.408401e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14083979.000000 Penalty: 3779.149902
	Iteration 51Q: 3 clusters Score -1.408398e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14083974.000000 Penalty: 3779.149902
	Iteration 52Q: 3 clusters Score -1.408397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110788 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -14083975.000000 Penalty: 3779.149902
	Iteration 53Q: 3 clusters Score -1.408398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14083963.000000 Penalty: 3779.149902
	Iteration 54Q: 3 clusters Score -1.408396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14083961.000000 Penalty: 3779.149902
	Iteration 55Q: 3 clusters Score -1.408396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14083964.000000 Penalty: 3779.149902
	Iteration 56Q: 3 clusters Score -1.408396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14083954.000000 Penalty: 3779.149902
	Iteration 57Q: 3 clusters Score -1.408395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14083927.000000 Penalty: 3779.149902
	Iteration 58Q: 3 clusters Score -1.408393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14083935.000000 Penalty: 3779.149902
	Iteration 59Q: 3 clusters Score -1.408394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -14083928.000000 Penalty: 3779.149902
	Iteration 60F: 3 clusters Score -1.408393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110966 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14083915.000000 Penalty: 3779.149902
	Iteration 61Q: 3 clusters Score -1.408392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14083895.000000 Penalty: 3779.149902
	Iteration 62Q: 3 clusters Score -1.40839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14083903.000000 Penalty: 3779.149902
	Iteration 63Q: 3 clusters Score -1.40839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111030 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14083899.000000 Penalty: 3779.149902
	Iteration 64Q: 3 clusters Score -1.40839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111043 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14083899.000000 Penalty: 3779.149902
	Iteration 65Q: 3 clusters Score -1.40839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14083897.000000 Penalty: 3779.149902
	Iteration 66Q: 3 clusters Score -1.40839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111059 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14083905.000000 Penalty: 3779.149902
	Iteration 67Q: 3 clusters Score -1.40839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -14083909.000000 Penalty: 3779.149902
	Iteration 68Q: 3 clusters Score -1.408391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14083911.000000 Penalty: 3779.149902
	Iteration 69Q: 3 clusters Score -1.408391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14083895.000000 Penalty: 3779.149902
	Iteration 70Q: 3 clusters Score -1.40839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14083876.000000 Penalty: 3779.149902
	Iteration 71Q: 3 clusters Score -1.408388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14083869.000000 Penalty: 3779.149902
	Iteration 72Q: 3 clusters Score -1.408387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111089 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14083873.000000 Penalty: 3779.149902
	Iteration 73Q: 3 clusters Score -1.408387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14083885.000000 Penalty: 3779.149902
	Iteration 74Q: 3 clusters Score -1.408388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14083867.000000 Penalty: 3779.149902
	Iteration 75Q: 3 clusters Score -1.408387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14083862.000000 Penalty: 3779.149902
	Iteration 76Q: 3 clusters Score -1.408386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111104 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14083866.000000 Penalty: 3779.149902
	Iteration 77Q: 3 clusters Score -1.408387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111106 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14083860.000000 Penalty: 3779.149902
	Iteration 78Q: 3 clusters Score -1.408386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111108 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14083862.000000 Penalty: 3779.149902
	Iteration 79Q: 3 clusters Score -1.408386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111111 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14083855.000000 Penalty: 3779.149902
	Iteration 80F: 3 clusters Score -1.408386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111113 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14083856.000000 Penalty: 3779.149902
	Iteration 81Q: 3 clusters Score -1.408386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -14083864.000000 Penalty: 3779.149902
	Iteration 82Q: 3 clusters Score -1.408386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111119 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -14083853.000000 Penalty: 3779.149902
	Iteration 83Q: 3 clusters Score -1.408385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14083864.000000 Penalty: 3779.149902
	Iteration 84Q: 3 clusters Score -1.408386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14083858.000000 Penalty: 3779.149902
	Iteration 85Q: 3 clusters Score -1.408386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14083862.000000 Penalty: 3779.149902
	Iteration 86Q: 3 clusters Score -1.408386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14083862.000000 Penalty: 3779.149902
	Iteration 87F: 3 clusters Score -1.408386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -631971.937500 Penalty: 1393.665771
	Iteration 0F: 2 clusters Score -631971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -627786.250000 Penalty: 2787.331543
	Iteration 0F: 3 clusters Score -627786.2 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -628936.562500 Penalty: 2787.331543
	Iteration 1F: 3 clusters Score -628936.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -629150.375000 Penalty: 2787.331543
	Iteration 2F: 3 clusters Score -629150.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -629288.125000 Penalty: 2787.331543
	Iteration 3F: 3 clusters Score -629288.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -629388.375000 Penalty: 2787.331543
	Iteration 4Q: 3 clusters Score -629388.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -629471.125000 Penalty: 2787.331543
	Iteration 5Q: 3 clusters Score -629471.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -629541.875000 Penalty: 2787.331543
	Iteration 6Q: 3 clusters Score -629541.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -629622.000000 Penalty: 2787.331543
	Iteration 7Q: 3 clusters Score -629622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -629705.375000 Penalty: 2787.331543
	Iteration 8Q: 3 clusters Score -629705.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -629793.375000 Penalty: 2787.331543
	Iteration 9Q: 3 clusters Score -629793.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -629865.750000 Penalty: 2787.331543
	Iteration 10Q: 3 clusters Score -629865.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -629933.312500 Penalty: 2787.331543
	Iteration 11Q: 3 clusters Score -629933.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -630013.562500 Penalty: 2787.331543
	Iteration 12Q: 3 clusters Score -630013.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -630090.875000 Penalty: 2787.331543
	Iteration 13Q: 3 clusters Score -630090.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -630168.687500 Penalty: 2787.331543
	Iteration 14Q: 3 clusters Score -630168.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -630232.312500 Penalty: 2787.331543
	Iteration 15Q: 3 clusters Score -630232.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -630302.562500 Penalty: 2787.331543
	Iteration 16Q: 3 clusters Score -630302.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -630374.937500 Penalty: 2787.331543
	Iteration 17Q: 3 clusters Score -630374.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -630453.375000 Penalty: 2787.331543
	Iteration 18Q: 3 clusters Score -630453.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -630550.375000 Penalty: 2787.331543
	Iteration 19Q: 3 clusters Score -630550.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -630672.000000 Penalty: 2787.331543
	Iteration 20F: 3 clusters Score -630672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -630794.937500 Penalty: 2787.331543
	Iteration 21Q: 3 clusters Score -630794.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -630895.062500 Penalty: 2787.331543
	Iteration 22Q: 3 clusters Score -630895.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -630951.000000 Penalty: 2787.331543
	Iteration 23Q: 3 clusters Score -630951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -630995.437500 Penalty: 2787.331543
	Iteration 24Q: 3 clusters Score -630995.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -631021.000000 Penalty: 2787.331543
	Iteration 25Q: 3 clusters Score -631021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -631031.875000 Penalty: 2787.331543
	Iteration 26Q: 3 clusters Score -631031.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -631042.875000 Penalty: 2787.331543
	Iteration 27Q: 3 clusters Score -631042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -631048.062500 Penalty: 2787.331543
	Iteration 28Q: 3 clusters Score -631048.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -631057.875000 Penalty: 2787.331543
	Iteration 29Q: 3 clusters Score -631057.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -631066.875000 Penalty: 2787.331543
	Iteration 30Q: 3 clusters Score -631066.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -631077.187500 Penalty: 2787.331543
	Iteration 31Q: 3 clusters Score -631077.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -631086.625000 Penalty: 2787.331543
	Iteration 32Q: 3 clusters Score -631086.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -631100.812500 Penalty: 2787.331543
	Iteration 33Q: 3 clusters Score -631100.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -631116.250000 Penalty: 2787.331543
	Iteration 34Q: 3 clusters Score -631116.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -631133.750000 Penalty: 2787.331543
	Iteration 35Q: 3 clusters Score -631133.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -631155.750000 Penalty: 2787.331543
	Iteration 36Q: 3 clusters Score -631155.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -631173.062500 Penalty: 2787.331543
	Iteration 37Q: 3 clusters Score -631173.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -631191.375000 Penalty: 2787.331543
	Iteration 38Q: 3 clusters Score -631191.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -631219.062500 Penalty: 2787.331543
	Iteration 39Q: 3 clusters Score -631219.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -631246.250000 Penalty: 2787.331543
	Iteration 40F: 3 clusters Score -631246.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -631267.062500 Penalty: 2787.331543
	Iteration 41Q: 3 clusters Score -631267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -631276.375000 Penalty: 2787.331543
	Iteration 42Q: 3 clusters Score -631276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -631277.437500 Penalty: 2787.331543
	Iteration 43Q: 3 clusters Score -631277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -631282.062500 Penalty: 2787.331543
	Iteration 44Q: 3 clusters Score -631282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -631284.625000 Penalty: 2787.331543
	Iteration 45Q: 3 clusters Score -631284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -631283.937500 Penalty: 2787.331543
	Iteration 46Q: 3 clusters Score -631283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -631286.375000 Penalty: 2787.331543
	Iteration 47Q: 3 clusters Score -631286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -631288.937500 Penalty: 2787.331543
	Iteration 48Q: 3 clusters Score -631288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -631290.500000 Penalty: 2787.331543
	Iteration 49Q: 3 clusters Score -631290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -631293.687500 Penalty: 2787.331543
	Iteration 50Q: 3 clusters Score -631293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -631295.687500 Penalty: 2787.331543
	Iteration 51Q: 3 clusters Score -631295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -631296.000000 Penalty: 2787.331543
	Iteration 52Q: 3 clusters Score -631296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -631295.375000 Penalty: 2787.331543
	Iteration 53Q: 3 clusters Score -631295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -631296.687500 Penalty: 2787.331543
	Iteration 54Q: 3 clusters Score -631296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -631295.875000 Penalty: 2787.331543
	Iteration 55Q: 3 clusters Score -631295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -631297.250000 Penalty: 2787.331543
	Iteration 56Q: 3 clusters Score -631297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -631297.375000 Penalty: 2787.331543
	Iteration 57Q: 3 clusters Score -631297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -631297.375000 Penalty: 2787.331543
	Iteration 58F: 3 clusters Score -631297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Entering Unmasked Estep 
Score: -1774814.750000 Penalty: 1557.081787
	Iteration 0F: 2 clusters Score -1774815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1764814.000000 Penalty: 3114.163574
	Iteration 0F: 3 clusters Score -1764814 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1768405.875000 Penalty: 3114.163574
	Iteration 1F: 3 clusters Score -1768406 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1768797.625000 Penalty: 3114.163574
	Iteration 2F: 3 clusters Score -1768798 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1769152.125000 Penalty: 3114.163574
	Iteration 3F: 3 clusters Score -1769152 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1769484.875000 Penalty: 3114.163574
	Iteration 4Q: 3 clusters Score -1769485 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1769825.000000 Penalty: 3114.163574
	Iteration 5Q: 3 clusters Score -1769825 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1770173.625000 Penalty: 3114.163574
	Iteration 6Q: 3 clusters Score -1770174 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1770511.625000 Penalty: 3114.163574
	Iteration 7Q: 3 clusters Score -1770512 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1770828.125000 Penalty: 3114.163574
	Iteration 8Q: 3 clusters Score -1770828 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1771164.875000 Penalty: 3114.163574
	Iteration 9Q: 3 clusters Score -1771165 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1771470.875000 Penalty: 3114.163574
	Iteration 10Q: 3 clusters Score -1771471 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1771732.375000 Penalty: 3114.163574
	Iteration 11Q: 3 clusters Score -1771732 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1771963.000000 Penalty: 3114.163574
	Iteration 12Q: 3 clusters Score -1771963 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1772139.000000 Penalty: 3114.163574
	Iteration 13Q: 3 clusters Score -1772139 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1772288.250000 Penalty: 3114.163574
	Iteration 14Q: 3 clusters Score -1772288 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1772409.250000 Penalty: 3114.163574
	Iteration 15Q: 3 clusters Score -1772409 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1772516.250000 Penalty: 3114.163574
	Iteration 16Q: 3 clusters Score -1772516 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1772620.750000 Penalty: 3114.163574
	Iteration 17Q: 3 clusters Score -1772621 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1772711.750000 Penalty: 3114.163574
	Iteration 18Q: 3 clusters Score -1772712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1772788.000000 Penalty: 3114.163574
	Iteration 19Q: 3 clusters Score -1772788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1772857.500000 Penalty: 3114.163574
	Iteration 20F: 3 clusters Score -1772858 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1772945.250000 Penalty: 3114.163574
	Iteration 21Q: 3 clusters Score -1772945 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1773009.875000 Penalty: 3114.163574
	Iteration 22Q: 3 clusters Score -1773010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1773072.375000 Penalty: 3114.163574
	Iteration 23Q: 3 clusters Score -1773072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1773132.875000 Penalty: 3114.163574
	Iteration 24Q: 3 clusters Score -1773133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1773193.750000 Penalty: 3114.163574
	Iteration 25Q: 3 clusters Score -1773194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1773236.125000 Penalty: 3114.163574
	Iteration 26Q: 3 clusters Score -1773236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1773281.500000 Penalty: 3114.163574
	Iteration 27Q: 3 clusters Score -1773282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1773316.250000 Penalty: 3114.163574
	Iteration 28Q: 3 clusters Score -1773316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1773342.625000 Penalty: 3114.163574
	Iteration 29Q: 3 clusters Score -1773343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1773356.375000 Penalty: 3114.163574
	Iteration 30Q: 3 clusters Score -1773356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1773374.125000 Penalty: 3114.163574
	Iteration 31Q: 3 clusters Score -1773374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1773387.875000 Penalty: 3114.163574
	Iteration 32Q: 3 clusters Score -1773388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1773403.375000 Penalty: 3114.163574
	Iteration 33Q: 3 clusters Score -1773403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1773416.000000 Penalty: 3114.163574
	Iteration 34Q: 3 clusters Score -1773416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1773426.625000 Penalty: 3114.163574
	Iteration 35Q: 3 clusters Score -1773427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1773443.500000 Penalty: 3114.163574
	Iteration 36Q: 3 clusters Score -1773444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1773451.625000 Penalty: 3114.163574
	Iteration 37Q: 3 clusters Score -1773452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1773467.500000 Penalty: 3114.163574
	Iteration 38Q: 3 clusters Score -1773468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1773472.875000 Penalty: 3114.163574
	Iteration 39Q: 3 clusters Score -1773473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1773479.750000 Penalty: 3114.163574
	Iteration 40F: 3 clusters Score -1773480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1773482.500000 Penalty: 3114.163574
	Iteration 41Q: 3 clusters Score -1773482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1773487.125000 Penalty: 3114.163574
	Iteration 42Q: 3 clusters Score -1773487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1773488.750000 Penalty: 3114.163574
	Iteration 43Q: 3 clusters Score -1773489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1773491.500000 Penalty: 3114.163574
	Iteration 44Q: 3 clusters Score -1773492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1773491.750000 Penalty: 3114.163574
	Iteration 45Q: 3 clusters Score -1773492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1773493.000000 Penalty: 3114.163574
	Iteration 46Q: 3 clusters Score -1773493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1773493.625000 Penalty: 3114.163574
	Iteration 47Q: 3 clusters Score -1773494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1773493.375000 Penalty: 3114.163574
	Iteration 48Q: 3 clusters Score -1773493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1773497.375000 Penalty: 3114.163574
	Iteration 49Q: 3 clusters Score -1773497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1773495.875000 Penalty: 3114.163574
	Iteration 50Q: 3 clusters Score -1773496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1773497.500000 Penalty: 3114.163574
	Iteration 51Q: 3 clusters Score -1773498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1773498.125000 Penalty: 3114.163574
	Iteration 52Q: 3 clusters Score -1773498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1773498.125000 Penalty: 3114.163574
	Iteration 53F: 3 clusters Score -1773498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Entering Unmasked Estep 
Score: -13556835.000000 Penalty: 1882.895508
	Iteration 0F: 2 clusters Score -1.355684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -13486614.000000 Penalty: 3765.791016
	Iteration 0F: 3 clusters Score -1.348661e+07 nChanged 51421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -13516809.000000 Penalty: 3765.791016
	Iteration 1F: 3 clusters Score -1.351681e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -13517748.000000 Penalty: 3765.791016
	Iteration 2Q: 3 clusters Score -1.351775e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -13518985.000000 Penalty: 3765.791016
	Iteration 3Q: 3 clusters Score -1.351898e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -13520858.000000 Penalty: 3765.791016
	Iteration 4Q: 3 clusters Score -1.352086e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -13523590.000000 Penalty: 3765.791016
	Iteration 5Q: 3 clusters Score -1.352359e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -13527566.000000 Penalty: 3765.791016
	Iteration 6F: 3 clusters Score -1.352757e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -13532318.000000 Penalty: 3765.791016
	Iteration 7F: 3 clusters Score -1.353232e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -13537136.000000 Penalty: 3765.791016
	Iteration 8F: 3 clusters Score -1.353714e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -13541237.000000 Penalty: 3765.791016
	Iteration 9F: 3 clusters Score -1.354124e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -13544042.000000 Penalty: 3765.791016
	Iteration 10Q: 3 clusters Score -1.354404e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -13545925.000000 Penalty: 3765.791016
	Iteration 11Q: 3 clusters Score -1.354592e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -13547200.000000 Penalty: 3765.791016
	Iteration 12Q: 3 clusters Score -1.35472e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -13548123.000000 Penalty: 3765.791016
	Iteration 13Q: 3 clusters Score -1.354812e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -13548986.000000 Penalty: 3765.791016
	Iteration 14Q: 3 clusters Score -1.354899e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -13549785.000000 Penalty: 3765.791016
	Iteration 15Q: 3 clusters Score -1.354978e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -13550551.000000 Penalty: 3765.791016
	Iteration 16Q: 3 clusters Score -1.355055e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -13551357.000000 Penalty: 3765.791016
	Iteration 17Q: 3 clusters Score -1.355136e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -13552169.000000 Penalty: 3765.791016
	Iteration 18Q: 3 clusters Score -1.355217e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -13552810.000000 Penalty: 3765.791016
	Iteration 19Q: 3 clusters Score -1.355281e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -13553441.000000 Penalty: 3765.791016
	Iteration 20F: 3 clusters Score -1.355344e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 104670 members 
Entering Unmasked Estep 
Score: -13553872.000000 Penalty: 3765.791016
	Iteration 21Q: 3 clusters Score -1.355387e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -13554156.000000 Penalty: 3765.791016
	Iteration 22Q: 3 clusters Score -1.355416e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 105996 members 
Entering Unmasked Estep 
Score: -13554458.000000 Penalty: 3765.791016
	Iteration 23Q: 3 clusters Score -1.355446e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -13554697.000000 Penalty: 3765.791016
	Iteration 24Q: 3 clusters Score -1.35547e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -13554865.000000 Penalty: 3765.791016
	Iteration 25Q: 3 clusters Score -1.355486e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -13554993.000000 Penalty: 3765.791016
	Iteration 26Q: 3 clusters Score -1.355499e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -13555055.000000 Penalty: 3765.791016
	Iteration 27Q: 3 clusters Score -1.355506e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 107092 members 
Entering Unmasked Estep 
Score: -13555102.000000 Penalty: 3765.791016
	Iteration 28Q: 3 clusters Score -1.35551e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -13555138.000000 Penalty: 3765.791016
	Iteration 29Q: 3 clusters Score -1.355514e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -13555169.000000 Penalty: 3765.791016
	Iteration 30Q: 3 clusters Score -1.355517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -13555183.000000 Penalty: 3765.791016
	Iteration 31Q: 3 clusters Score -1.355518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -13555190.000000 Penalty: 3765.791016
	Iteration 32Q: 3 clusters Score -1.355519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -13555211.000000 Penalty: 3765.791016
	Iteration 33Q: 3 clusters Score -1.355521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 107248 members 
Entering Unmasked Estep 
Score: -13555228.000000 Penalty: 3765.791016
	Iteration 34Q: 3 clusters Score -1.355523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 107251 members 
Entering Unmasked Estep 
Score: -13555243.000000 Penalty: 3765.791016
	Iteration 35Q: 3 clusters Score -1.355524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -13555239.000000 Penalty: 3765.791016
	Iteration 36Q: 3 clusters Score -1.355524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -13555242.000000 Penalty: 3765.791016
	Iteration 37Q: 3 clusters Score -1.355524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -13555237.000000 Penalty: 3765.791016
	Iteration 38Q: 3 clusters Score -1.355524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -13555245.000000 Penalty: 3765.791016
	Iteration 39Q: 3 clusters Score -1.355524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -13555243.000000 Penalty: 3765.791016
	Iteration 40F: 3 clusters Score -1.355524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -606473.312500 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -606473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -602528.562500 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -602528.6 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -603750.375000 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -603750.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -604039.000000 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -604039 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -604339.875000 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -604339.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -604628.000000 Penalty: 2767.502197
	Iteration 4F: 3 clusters Score -604628 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -604896.312500 Penalty: 2767.502197
	Iteration 5F: 3 clusters Score -604896.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -605125.812500 Penalty: 2767.502197
	Iteration 6F: 3 clusters Score -605125.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -605355.437500 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -605355.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -605560.187500 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -605560.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -605702.937500 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -605702.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -605789.500000 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -605789.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -605846.937500 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -605846.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -605885.125000 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -605885.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -605908.000000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -605908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -605920.812500 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -605920.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -605926.500000 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -605926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -605927.437500 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -605927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -605929.375000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -605929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -605934.437500 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -605934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -605936.750000 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -605936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -605937.562500 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -605937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -605939.937500 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -605939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -605939.812500 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -605939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -605941.625000 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -605941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -605941.625000 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -605941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -605942.187500 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -605942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -605942.187500 Penalty: 2767.502197
	Iteration 26F: 3 clusters Score -605942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Entering Unmasked Estep 
Score: -719601.812500 Penalty: 1410.388184
	Iteration 0F: 2 clusters Score -719601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -715088.625000 Penalty: 2820.776367
	Iteration 0F: 3 clusters Score -715088.6 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -716442.437500 Penalty: 2820.776367
	Iteration 1F: 3 clusters Score -716442.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -716745.875000 Penalty: 2820.776367
	Iteration 2F: 3 clusters Score -716745.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -716989.000000 Penalty: 2820.776367
	Iteration 3F: 3 clusters Score -716989 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -717236.000000 Penalty: 2820.776367
	Iteration 4F: 3 clusters Score -717236 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -717458.500000 Penalty: 2820.776367
	Iteration 5F: 3 clusters Score -717458.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -717629.187500 Penalty: 2820.776367
	Iteration 6Q: 3 clusters Score -717629.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -717785.875000 Penalty: 2820.776367
	Iteration 7Q: 3 clusters Score -717785.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -717926.500000 Penalty: 2820.776367
	Iteration 8Q: 3 clusters Score -717926.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -718043.937500 Penalty: 2820.776367
	Iteration 9Q: 3 clusters Score -718043.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -718147.750000 Penalty: 2820.776367
	Iteration 10Q: 3 clusters Score -718147.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -718223.812500 Penalty: 2820.776367
	Iteration 11Q: 3 clusters Score -718223.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -718276.875000 Penalty: 2820.776367
	Iteration 12Q: 3 clusters Score -718276.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -718312.812500 Penalty: 2820.776367
	Iteration 13Q: 3 clusters Score -718312.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -718340.625000 Penalty: 2820.776367
	Iteration 14Q: 3 clusters Score -718340.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -718376.312500 Penalty: 2820.776367
	Iteration 15Q: 3 clusters Score -718376.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -718429.687500 Penalty: 2820.776367
	Iteration 16Q: 3 clusters Score -718429.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -718505.750000 Penalty: 2820.776367
	Iteration 17Q: 3 clusters Score -718505.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -718580.125000 Penalty: 2820.776367
	Iteration 18Q: 3 clusters Score -718580.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -718614.625000 Penalty: 2820.776367
	Iteration 19Q: 3 clusters Score -718614.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -718640.125000 Penalty: 2820.776367
	Iteration 20F: 3 clusters Score -718640.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -718657.625000 Penalty: 2820.776367
	Iteration 21Q: 3 clusters Score -718657.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -718663.562500 Penalty: 2820.776367
	Iteration 22Q: 3 clusters Score -718663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -718669.125000 Penalty: 2820.776367
	Iteration 23Q: 3 clusters Score -718669.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -718672.500000 Penalty: 2820.776367
	Iteration 24Q: 3 clusters Score -718672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -718675.625000 Penalty: 2820.776367
	Iteration 25Q: 3 clusters Score -718675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -718678.250000 Penalty: 2820.776367
	Iteration 26Q: 3 clusters Score -718678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -718678.687500 Penalty: 2820.776367
	Iteration 27Q: 3 clusters Score -718678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -718680.750000 Penalty: 2820.776367
	Iteration 28Q: 3 clusters Score -718680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -718680.750000 Penalty: 2820.776367
	Iteration 29F: 3 clusters Score -718680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (119545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Entering Unmasked Estep 
Score: -15129536.000000 Penalty: 1899.860352
	Iteration 0F: 2 clusters Score -1.512954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -15052902.000000 Penalty: 3799.720703
	Iteration 0F: 3 clusters Score -1.50529e+07 nChanged 57413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -15086810.000000 Penalty: 3799.720703
	Iteration 1F: 3 clusters Score -1.508681e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -15088424.000000 Penalty: 3799.720703
	Iteration 2Q: 3 clusters Score -1.508842e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -15090782.000000 Penalty: 3799.720703
	Iteration 3Q: 3 clusters Score -1.509078e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -15094500.000000 Penalty: 3799.720703
	Iteration 4F: 3 clusters Score -1.50945e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -15099843.000000 Penalty: 3799.720703
	Iteration 5F: 3 clusters Score -1.509984e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -15106369.000000 Penalty: 3799.720703
	Iteration 6F: 3 clusters Score -1.510637e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -15111506.000000 Penalty: 3799.720703
	Iteration 7F: 3 clusters Score -1.511151e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -15113939.000000 Penalty: 3799.720703
	Iteration 8Q: 3 clusters Score -1.511394e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -15115005.000000 Penalty: 3799.720703
	Iteration 9Q: 3 clusters Score -1.5115e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -15115753.000000 Penalty: 3799.720703
	Iteration 10Q: 3 clusters Score -1.511575e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -15116422.000000 Penalty: 3799.720703
	Iteration 11Q: 3 clusters Score -1.511642e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -15116941.000000 Penalty: 3799.720703
	Iteration 12Q: 3 clusters Score -1.511694e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -15117671.000000 Penalty: 3799.720703
	Iteration 13Q: 3 clusters Score -1.511767e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -15118304.000000 Penalty: 3799.720703
	Iteration 14Q: 3 clusters Score -1.51183e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -15118873.000000 Penalty: 3799.720703
	Iteration 15Q: 3 clusters Score -1.511887e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -15119463.000000 Penalty: 3799.720703
	Iteration 16Q: 3 clusters Score -1.511946e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -15119944.000000 Penalty: 3799.720703
	Iteration 17Q: 3 clusters Score -1.511994e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -15120394.000000 Penalty: 3799.720703
	Iteration 18Q: 3 clusters Score -1.512039e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -15120817.000000 Penalty: 3799.720703
	Iteration 19Q: 3 clusters Score -1.512082e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -15121199.000000 Penalty: 3799.720703
	Iteration 20F: 3 clusters Score -1.51212e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -15121659.000000 Penalty: 3799.720703
	Iteration 21Q: 3 clusters Score -1.512166e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -15121996.000000 Penalty: 3799.720703
	Iteration 22Q: 3 clusters Score -1.5122e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108422 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -15122364.000000 Penalty: 3799.720703
	Iteration 23Q: 3 clusters Score -1.512236e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -15122676.000000 Penalty: 3799.720703
	Iteration 24Q: 3 clusters Score -1.512268e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -15123275.000000 Penalty: 3799.720703
	Iteration 25Q: 3 clusters Score -1.512328e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -15123747.000000 Penalty: 3799.720703
	Iteration 26Q: 3 clusters Score -1.512375e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -15124196.000000 Penalty: 3799.720703
	Iteration 27Q: 3 clusters Score -1.51242e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112881 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -15124730.000000 Penalty: 3799.720703
	Iteration 28Q: 3 clusters Score -1.512473e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -15125236.000000 Penalty: 3799.720703
	Iteration 29Q: 3 clusters Score -1.512524e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -15125604.000000 Penalty: 3799.720703
	Iteration 30Q: 3 clusters Score -1.51256e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -15125914.000000 Penalty: 3799.720703
	Iteration 31Q: 3 clusters Score -1.512591e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -15126269.000000 Penalty: 3799.720703
	Iteration 32Q: 3 clusters Score -1.512627e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -15126574.000000 Penalty: 3799.720703
	Iteration 33Q: 3 clusters Score -1.512657e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -15126823.000000 Penalty: 3799.720703
	Iteration 34Q: 3 clusters Score -1.512682e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -15127098.000000 Penalty: 3799.720703
	Iteration 35Q: 3 clusters Score -1.51271e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -15127213.000000 Penalty: 3799.720703
	Iteration 36Q: 3 clusters Score -1.512721e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -15127338.000000 Penalty: 3799.720703
	Iteration 37Q: 3 clusters Score -1.512734e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -15127432.000000 Penalty: 3799.720703
	Iteration 38Q: 3 clusters Score -1.512743e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117452 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -15127519.000000 Penalty: 3799.720703
	Iteration 39Q: 3 clusters Score -1.512752e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117601 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -15127608.000000 Penalty: 3799.720703
	Iteration 40F: 3 clusters Score -1.512761e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117728 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -15127676.000000 Penalty: 3799.720703
	Iteration 41Q: 3 clusters Score -1.512768e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117839 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -15127741.000000 Penalty: 3799.720703
	Iteration 42Q: 3 clusters Score -1.512774e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -15127778.000000 Penalty: 3799.720703
	Iteration 43Q: 3 clusters Score -1.512778e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15127823.000000 Penalty: 3799.720703
	Iteration 44Q: 3 clusters Score -1.512782e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15127855.000000 Penalty: 3799.720703
	Iteration 45Q: 3 clusters Score -1.512786e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -15127864.000000 Penalty: 3799.720703
	Iteration 46Q: 3 clusters Score -1.512786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -15127896.000000 Penalty: 3799.720703
	Iteration 47Q: 3 clusters Score -1.51279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15127921.000000 Penalty: 3799.720703
	Iteration 48Q: 3 clusters Score -1.512792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15127934.000000 Penalty: 3799.720703
	Iteration 49Q: 3 clusters Score -1.512793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118273 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -15127958.000000 Penalty: 3799.720703
	Iteration 50Q: 3 clusters Score -1.512796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118285 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15127963.000000 Penalty: 3799.720703
	Iteration 51Q: 3 clusters Score -1.512796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15127974.000000 Penalty: 3799.720703
	Iteration 52Q: 3 clusters Score -1.512797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118297 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15127983.000000 Penalty: 3799.720703
	Iteration 53Q: 3 clusters Score -1.512798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15127984.000000 Penalty: 3799.720703
	Iteration 54Q: 3 clusters Score -1.512798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15127989.000000 Penalty: 3799.720703
	Iteration 55Q: 3 clusters Score -1.512799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -15127986.000000 Penalty: 3799.720703
	Iteration 56Q: 3 clusters Score -1.512799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15127994.000000 Penalty: 3799.720703
	Iteration 57Q: 3 clusters Score -1.512799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15127990.000000 Penalty: 3799.720703
	Iteration 58Q: 3 clusters Score -1.512799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15127989.000000 Penalty: 3799.720703
	Iteration 59Q: 3 clusters Score -1.512799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15127999.000000 Penalty: 3799.720703
	Iteration 60F: 3 clusters Score -1.5128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118321 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -15127993.000000 Penalty: 3799.720703
	Iteration 61Q: 3 clusters Score -1.512799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118322 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -15127995.000000 Penalty: 3799.720703
	Iteration 62Q: 3 clusters Score -1.5128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118323 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15127997.000000 Penalty: 3799.720703
	Iteration 63Q: 3 clusters Score -1.5128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118324 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -15128004.000000 Penalty: 3799.720703
	Iteration 64Q: 3 clusters Score -1.5128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118324 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -15128004.000000 Penalty: 3799.720703
	Iteration 65F: 3 clusters Score -1.5128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Entering Unmasked Estep 
Score: -15614147.000000 Penalty: 1904.924194
	Iteration 0F: 2 clusters Score -1.561415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -15537499.000000 Penalty: 3809.848389
	Iteration 0F: 3 clusters Score -1.55375e+07 nChanged 59213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -15572363.000000 Penalty: 3809.848389
	Iteration 1F: 3 clusters Score -1.557236e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -15573604.000000 Penalty: 3809.848389
	Iteration 2Q: 3 clusters Score -1.55736e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -15575702.000000 Penalty: 3809.848389
	Iteration 3Q: 3 clusters Score -1.55757e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -15579349.000000 Penalty: 3809.848389
	Iteration 4F: 3 clusters Score -1.557935e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -15585448.000000 Penalty: 3809.848389
	Iteration 5F: 3 clusters Score -1.558545e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -15594129.000000 Penalty: 3809.848389
	Iteration 6F: 3 clusters Score -1.559413e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -15603354.000000 Penalty: 3809.848389
	Iteration 7F: 3 clusters Score -1.560335e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117657 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -15609249.000000 Penalty: 3809.848389
	Iteration 8F: 3 clusters Score -1.560925e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15611484.000000 Penalty: 3809.848389
	Iteration 9Q: 3 clusters Score -1.561148e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15612172.000000 Penalty: 3809.848389
	Iteration 10Q: 3 clusters Score -1.561217e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15612354.000000 Penalty: 3809.848389
	Iteration 11Q: 3 clusters Score -1.561235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123149 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15612413.000000 Penalty: 3809.848389
	Iteration 12Q: 3 clusters Score -1.561241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15612467.000000 Penalty: 3809.848389
	Iteration 13Q: 3 clusters Score -1.561247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123183 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15612473.000000 Penalty: 3809.848389
	Iteration 14Q: 3 clusters Score -1.561247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15612472.000000 Penalty: 3809.848389
	Iteration 15Q: 3 clusters Score -1.561247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15612481.000000 Penalty: 3809.848389
	Iteration 16Q: 3 clusters Score -1.561248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15612485.000000 Penalty: 3809.848389
	Iteration 17Q: 3 clusters Score -1.561248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15612483.000000 Penalty: 3809.848389
	Iteration 18Q: 3 clusters Score -1.561248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15612487.000000 Penalty: 3809.848389
	Iteration 19Q: 3 clusters Score -1.561249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15612487.000000 Penalty: 3809.848389
	Iteration 20F: 3 clusters Score -1.561249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Entering Unmasked Estep 
Score: -9204264.000000 Penalty: 1819.890137
	Iteration 0F: 2 clusters Score -9204264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -9155324.000000 Penalty: 3639.780273
	Iteration 0F: 3 clusters Score -9155324 nChanged 34864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -9175014.000000 Penalty: 3639.780273
	Iteration 1F: 3 clusters Score -9175014 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -9175438.000000 Penalty: 3639.780273
	Iteration 2Q: 3 clusters Score -9175438 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -9175908.000000 Penalty: 3639.780273
	Iteration 3Q: 3 clusters Score -9175908 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -9176397.000000 Penalty: 3639.780273
	Iteration 4Q: 3 clusters Score -9176397 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -9177112.000000 Penalty: 3639.780273
	Iteration 5Q: 3 clusters Score -9177112 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -9178129.000000 Penalty: 3639.780273
	Iteration 6Q: 3 clusters Score -9178129 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -9179887.000000 Penalty: 3639.780273
	Iteration 7Q: 3 clusters Score -9179887 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -9182929.000000 Penalty: 3639.780273
	Iteration 8F: 3 clusters Score -9182929 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -9187649.000000 Penalty: 3639.780273
	Iteration 9F: 3 clusters Score -9187649 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -9193459.000000 Penalty: 3639.780273
	Iteration 10F: 3 clusters Score -9193459 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -9198348.000000 Penalty: 3639.780273
	Iteration 11F: 3 clusters Score -9198348 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9200878.000000 Penalty: 3639.780273
	Iteration 12Q: 3 clusters Score -9200878 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9201894.000000 Penalty: 3639.780273
	Iteration 13Q: 3 clusters Score -9201894 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9202262.000000 Penalty: 3639.780273
	Iteration 14Q: 3 clusters Score -9202262 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9202460.000000 Penalty: 3639.780273
	Iteration 15Q: 3 clusters Score -9202460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9202538.000000 Penalty: 3639.780273
	Iteration 16Q: 3 clusters Score -9202538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9202577.000000 Penalty: 3639.780273
	Iteration 17Q: 3 clusters Score -9202577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9202604.000000 Penalty: 3639.780273
	Iteration 18Q: 3 clusters Score -9202604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9202626.000000 Penalty: 3639.780273
	Iteration 19Q: 3 clusters Score -9202626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9202639.000000 Penalty: 3639.780273
	Iteration 20F: 3 clusters Score -9202639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9202642.000000 Penalty: 3639.780273
	Iteration 21Q: 3 clusters Score -9202642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9202650.000000 Penalty: 3639.780273
	Iteration 22Q: 3 clusters Score -9202650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9202653.000000 Penalty: 3639.780273
	Iteration 23Q: 3 clusters Score -9202653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9202655.000000 Penalty: 3639.780273
	Iteration 24Q: 3 clusters Score -9202655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9202653.000000 Penalty: 3639.780273
	Iteration 25Q: 3 clusters Score -9202653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9202654.000000 Penalty: 3639.780273
	Iteration 26Q: 3 clusters Score -9202654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9202654.000000 Penalty: 3639.780273
	Iteration 27Q: 3 clusters Score -9202654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9202657.000000 Penalty: 3639.780273
	Iteration 28Q: 3 clusters Score -9202657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9202665.000000 Penalty: 3639.780273
	Iteration 29Q: 3 clusters Score -9202665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9202665.000000 Penalty: 3639.780273
	Iteration 30F: 3 clusters Score -9202665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -60578.378906 Penalty: 1035.664429
	Iteration 0F: 2 clusters Score -60578.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59474.406250 Penalty: 2071.328857
	Iteration 0F: 3 clusters Score -59474.41 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59690.019531 Penalty: 2071.328857
	Iteration 1F: 3 clusters Score -59690.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59821.371094 Penalty: 2071.328857
	Iteration 2F: 3 clusters Score -59821.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59978.152344 Penalty: 2071.328857
	Iteration 3F: 3 clusters Score -59978.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60080.375000 Penalty: 2071.328857
	Iteration 4F: 3 clusters Score -60080.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60121.847656 Penalty: 2071.328857
	Iteration 5Q: 3 clusters Score -60121.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60183.855469 Penalty: 2071.328857
	Iteration 6Q: 3 clusters Score -60183.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60255.148438 Penalty: 2071.328857
	Iteration 7Q: 3 clusters Score -60255.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60315.179688 Penalty: 2071.328857
	Iteration 8Q: 3 clusters Score -60315.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60356.753906 Penalty: 2071.328857
	Iteration 9Q: 3 clusters Score -60356.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60369.207031 Penalty: 2071.328857
	Iteration 10Q: 3 clusters Score -60369.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60379.000000 Penalty: 2071.328857
	Iteration 11Q: 3 clusters Score -60379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60387.949219 Penalty: 2071.328857
	Iteration 12Q: 3 clusters Score -60387.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60389.691406 Penalty: 2071.328857
	Iteration 13Q: 3 clusters Score -60389.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60389.691406 Penalty: 2071.328857
	Iteration 14F: 3 clusters Score -60389.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -335868.875000 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -335868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -333339.781250 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -333339.8 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -334016.687500 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -334016.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -334233.906250 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -334233.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -334416.468750 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -334416.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -334579.312500 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -334579.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -334723.437500 Penalty: 2577.433838
	Iteration 5F: 3 clusters Score -334723.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -334846.406250 Penalty: 2577.433838
	Iteration 6Q: 3 clusters Score -334846.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -334933.468750 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -334933.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -335010.437500 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -335010.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -335058.406250 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -335058.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -335087.062500 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -335087.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -335101.343750 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -335101.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -335110.187500 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -335110.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -335117.125000 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -335117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -335124.562500 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -335124.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -335135.468750 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -335135.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -335142.468750 Penalty: 2577.433838
	Iteration 16Q: 3 clusters Score -335142.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -335149.437500 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -335149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -335154.281250 Penalty: 2577.433838
	Iteration 18Q: 3 clusters Score -335154.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -335158.250000 Penalty: 2577.433838
	Iteration 19Q: 3 clusters Score -335158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -335159.781250 Penalty: 2577.433838
	Iteration 20F: 3 clusters Score -335159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -335159.968750 Penalty: 2577.433838
	Iteration 21Q: 3 clusters Score -335160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335160.968750 Penalty: 2577.433838
	Iteration 22Q: 3 clusters Score -335161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335160.968750 Penalty: 2577.433838
	Iteration 23F: 3 clusters Score -335161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Entering Unmasked Estep 
Score: -10814647.000000 Penalty: 1847.677612
	Iteration 0F: 2 clusters Score -1.081465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -10757245.000000 Penalty: 3695.355225
	Iteration 0F: 3 clusters Score -1.075724e+07 nChanged 41243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -10781508.000000 Penalty: 3695.355225
	Iteration 1F: 3 clusters Score -1.078151e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -10782435.000000 Penalty: 3695.355225
	Iteration 2Q: 3 clusters Score -1.078244e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -10783580.000000 Penalty: 3695.355225
	Iteration 3Q: 3 clusters Score -1.078358e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -10784847.000000 Penalty: 3695.355225
	Iteration 4Q: 3 clusters Score -1.078485e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -10786544.000000 Penalty: 3695.355225
	Iteration 5Q: 3 clusters Score -1.078654e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -10788392.000000 Penalty: 3695.355225
	Iteration 6F: 3 clusters Score -1.078839e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -10790686.000000 Penalty: 3695.355225
	Iteration 7F: 3 clusters Score -1.079069e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -10793483.000000 Penalty: 3695.355225
	Iteration 8F: 3 clusters Score -1.079348e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -10796630.000000 Penalty: 3695.355225
	Iteration 9F: 3 clusters Score -1.079663e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -10799988.000000 Penalty: 3695.355225
	Iteration 10F: 3 clusters Score -1.079999e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -10803309.000000 Penalty: 3695.355225
	Iteration 11Q: 3 clusters Score -1.080331e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -10805944.000000 Penalty: 3695.355225
	Iteration 12Q: 3 clusters Score -1.080594e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -10807787.000000 Penalty: 3695.355225
	Iteration 13Q: 3 clusters Score -1.080779e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -10809239.000000 Penalty: 3695.355225
	Iteration 14Q: 3 clusters Score -1.080924e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -10810247.000000 Penalty: 3695.355225
	Iteration 15Q: 3 clusters Score -1.081025e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -10811025.000000 Penalty: 3695.355225
	Iteration 16Q: 3 clusters Score -1.081102e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -10811549.000000 Penalty: 3695.355225
	Iteration 17Q: 3 clusters Score -1.081155e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -10811928.000000 Penalty: 3695.355225
	Iteration 18Q: 3 clusters Score -1.081193e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -10812181.000000 Penalty: 3695.355225
	Iteration 19Q: 3 clusters Score -1.081218e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -10812388.000000 Penalty: 3695.355225
	Iteration 20F: 3 clusters Score -1.081239e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10812568.000000 Penalty: 3695.355225
	Iteration 21Q: 3 clusters Score -1.081257e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -10812706.000000 Penalty: 3695.355225
	Iteration 22Q: 3 clusters Score -1.081271e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10812793.000000 Penalty: 3695.355225
	Iteration 23Q: 3 clusters Score -1.081279e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10812867.000000 Penalty: 3695.355225
	Iteration 24Q: 3 clusters Score -1.081287e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10812931.000000 Penalty: 3695.355225
	Iteration 25Q: 3 clusters Score -1.081293e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10812972.000000 Penalty: 3695.355225
	Iteration 26Q: 3 clusters Score -1.081297e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10812999.000000 Penalty: 3695.355225
	Iteration 27Q: 3 clusters Score -1.0813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10813009.000000 Penalty: 3695.355225
	Iteration 28Q: 3 clusters Score -1.081301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10813013.000000 Penalty: 3695.355225
	Iteration 29Q: 3 clusters Score -1.081301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10813033.000000 Penalty: 3695.355225
	Iteration 30Q: 3 clusters Score -1.081303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10813039.000000 Penalty: 3695.355225
	Iteration 31Q: 3 clusters Score -1.081304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10813038.000000 Penalty: 3695.355225
	Iteration 32Q: 3 clusters Score -1.081304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10813055.000000 Penalty: 3695.355225
	Iteration 33Q: 3 clusters Score -1.081306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10813077.000000 Penalty: 3695.355225
	Iteration 34Q: 3 clusters Score -1.081308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10813078.000000 Penalty: 3695.355225
	Iteration 35Q: 3 clusters Score -1.081308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10813070.000000 Penalty: 3695.355225
	Iteration 36Q: 3 clusters Score -1.081307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10813089.000000 Penalty: 3695.355225
	Iteration 37Q: 3 clusters Score -1.081309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10813082.000000 Penalty: 3695.355225
	Iteration 38Q: 3 clusters Score -1.081308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10813090.000000 Penalty: 3695.355225
	Iteration 39Q: 3 clusters Score -1.081309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10813111.000000 Penalty: 3695.355225
	Iteration 40F: 3 clusters Score -1.081311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10813108.000000 Penalty: 3695.355225
	Iteration 41Q: 3 clusters Score -1.081311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10813117.000000 Penalty: 3695.355225
	Iteration 42Q: 3 clusters Score -1.081312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10813146.000000 Penalty: 3695.355225
	Iteration 43Q: 3 clusters Score -1.081315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10813148.000000 Penalty: 3695.355225
	Iteration 44Q: 3 clusters Score -1.081315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10813146.000000 Penalty: 3695.355225
	Iteration 45Q: 3 clusters Score -1.081315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10813146.000000 Penalty: 3695.355225
	Iteration 46Q: 3 clusters Score -1.081315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10813159.000000 Penalty: 3695.355225
	Iteration 47Q: 3 clusters Score -1.081316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10813157.000000 Penalty: 3695.355225
	Iteration 48Q: 3 clusters Score -1.081316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10813154.000000 Penalty: 3695.355225
	Iteration 49Q: 3 clusters Score -1.081315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10813151.000000 Penalty: 3695.355225
	Iteration 50Q: 3 clusters Score -1.081315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10813148.000000 Penalty: 3695.355225
	Iteration 51Q: 3 clusters Score -1.081315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10813158.000000 Penalty: 3695.355225
	Iteration 52Q: 3 clusters Score -1.081316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10813155.000000 Penalty: 3695.355225
	Iteration 53Q: 3 clusters Score -1.081316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10813155.000000 Penalty: 3695.355225
	Iteration 54F: 3 clusters Score -1.081316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Entering Unmasked Estep 
Score: -1736554.500000 Penalty: 1553.146240
	Iteration 0F: 2 clusters Score -1736554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1726685.250000 Penalty: 3106.292480
	Iteration 0F: 3 clusters Score -1726685 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1730142.875000 Penalty: 3106.292480
	Iteration 1F: 3 clusters Score -1730143 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1730452.250000 Penalty: 3106.292480
	Iteration 2F: 3 clusters Score -1730452 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1730697.625000 Penalty: 3106.292480
	Iteration 3Q: 3 clusters Score -1730698 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1730962.250000 Penalty: 3106.292480
	Iteration 4Q: 3 clusters Score -1730962 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1731241.125000 Penalty: 3106.292480
	Iteration 5Q: 3 clusters Score -1731241 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1731548.875000 Penalty: 3106.292480
	Iteration 6Q: 3 clusters Score -1731549 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1731951.375000 Penalty: 3106.292480
	Iteration 7F: 3 clusters Score -1731951 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1732450.625000 Penalty: 3106.292480
	Iteration 8F: 3 clusters Score -1732451 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1733067.000000 Penalty: 3106.292480
	Iteration 9F: 3 clusters Score -1733067 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1733661.250000 Penalty: 3106.292480
	Iteration 10F: 3 clusters Score -1733661 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1734164.250000 Penalty: 3106.292480
	Iteration 11Q: 3 clusters Score -1734164 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1734534.000000 Penalty: 3106.292480
	Iteration 12Q: 3 clusters Score -1734534 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1734798.625000 Penalty: 3106.292480
	Iteration 13Q: 3 clusters Score -1734799 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1734945.875000 Penalty: 3106.292480
	Iteration 14Q: 3 clusters Score -1734946 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1735041.750000 Penalty: 3106.292480
	Iteration 15Q: 3 clusters Score -1735042 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1735119.250000 Penalty: 3106.292480
	Iteration 16Q: 3 clusters Score -1735119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1735179.375000 Penalty: 3106.292480
	Iteration 17Q: 3 clusters Score -1735179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1735217.875000 Penalty: 3106.292480
	Iteration 18Q: 3 clusters Score -1735218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1735248.625000 Penalty: 3106.292480
	Iteration 19Q: 3 clusters Score -1735249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1735271.375000 Penalty: 3106.292480
	Iteration 20F: 3 clusters Score -1735271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1735293.875000 Penalty: 3106.292480
	Iteration 21Q: 3 clusters Score -1735294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1735320.750000 Penalty: 3106.292480
	Iteration 22Q: 3 clusters Score -1735321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1735337.500000 Penalty: 3106.292480
	Iteration 23Q: 3 clusters Score -1735338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1735346.750000 Penalty: 3106.292480
	Iteration 24Q: 3 clusters Score -1735347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1735355.625000 Penalty: 3106.292480
	Iteration 25Q: 3 clusters Score -1735356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1735360.500000 Penalty: 3106.292480
	Iteration 26Q: 3 clusters Score -1735360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1735371.750000 Penalty: 3106.292480
	Iteration 27Q: 3 clusters Score -1735372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1735380.125000 Penalty: 3106.292480
	Iteration 28Q: 3 clusters Score -1735380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1735385.125000 Penalty: 3106.292480
	Iteration 29Q: 3 clusters Score -1735385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1735396.750000 Penalty: 3106.292480
	Iteration 30Q: 3 clusters Score -1735397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1735405.875000 Penalty: 3106.292480
	Iteration 31Q: 3 clusters Score -1735406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1735413.125000 Penalty: 3106.292480
	Iteration 32Q: 3 clusters Score -1735413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1735418.250000 Penalty: 3106.292480
	Iteration 33Q: 3 clusters Score -1735418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1735427.750000 Penalty: 3106.292480
	Iteration 34Q: 3 clusters Score -1735428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1735433.375000 Penalty: 3106.292480
	Iteration 35Q: 3 clusters Score -1735433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1735436.125000 Penalty: 3106.292480
	Iteration 36Q: 3 clusters Score -1735436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1735442.625000 Penalty: 3106.292480
	Iteration 37Q: 3 clusters Score -1735443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1735446.750000 Penalty: 3106.292480
	Iteration 38Q: 3 clusters Score -1735447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1735452.625000 Penalty: 3106.292480
	Iteration 39Q: 3 clusters Score -1735453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1735451.375000 Penalty: 3106.292480
	Iteration 40F: 3 clusters Score -1735451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1735456.875000 Penalty: 3106.292480
	Iteration 41Q: 3 clusters Score -1735457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1735457.250000 Penalty: 3106.292480
	Iteration 42Q: 3 clusters Score -1735457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1735458.125000 Penalty: 3106.292480
	Iteration 43Q: 3 clusters Score -1735458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1735456.500000 Penalty: 3106.292480
	Iteration 44Q: 3 clusters Score -1735456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1735457.250000 Penalty: 3106.292480
	Iteration 45Q: 3 clusters Score -1735457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1735458.000000 Penalty: 3106.292480
	Iteration 46Q: 3 clusters Score -1735458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1735455.875000 Penalty: 3106.292480
	Iteration 47Q: 3 clusters Score -1735456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1735455.875000 Penalty: 3106.292480
	Iteration 48Q: 3 clusters Score -1735456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1735456.750000 Penalty: 3106.292480
	Iteration 49Q: 3 clusters Score -1735457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1735457.375000 Penalty: 3106.292480
	Iteration 50Q: 3 clusters Score -1735457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1735455.625000 Penalty: 3106.292480
	Iteration 51Q: 3 clusters Score -1735456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1735457.125000 Penalty: 3106.292480
	Iteration 52Q: 3 clusters Score -1735457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1735459.375000 Penalty: 3106.292480
	Iteration 53Q: 3 clusters Score -1735459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1735459.375000 Penalty: 3106.292480
	Iteration 54Q: 3 clusters Score -1735459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1735459.375000 Penalty: 3106.292480
	Iteration 55F: 3 clusters Score -1735459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -261532.625000 Penalty: 1248.777344
	Iteration 0F: 2 clusters Score -261532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -259355.468750 Penalty: 2497.554688
	Iteration 0F: 3 clusters Score -259355.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -259862.687500 Penalty: 2497.554688
	Iteration 1F: 3 clusters Score -259862.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -259986.000000 Penalty: 2497.554688
	Iteration 2F: 3 clusters Score -259986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -260060.406250 Penalty: 2497.554688
	Iteration 3Q: 3 clusters Score -260060.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -260108.109375 Penalty: 2497.554688
	Iteration 4Q: 3 clusters Score -260108.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -260149.140625 Penalty: 2497.554688
	Iteration 5Q: 3 clusters Score -260149.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -260184.609375 Penalty: 2497.554688
	Iteration 6Q: 3 clusters Score -260184.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -260215.859375 Penalty: 2497.554688
	Iteration 7Q: 3 clusters Score -260215.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -260246.890625 Penalty: 2497.554688
	Iteration 8Q: 3 clusters Score -260246.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -260273.453125 Penalty: 2497.554688
	Iteration 9Q: 3 clusters Score -260273.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260291.750000 Penalty: 2497.554688
	Iteration 10Q: 3 clusters Score -260291.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -260318.890625 Penalty: 2497.554688
	Iteration 11Q: 3 clusters Score -260318.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -260345.968750 Penalty: 2497.554688
	Iteration 12Q: 3 clusters Score -260346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -260373.062500 Penalty: 2497.554688
	Iteration 13Q: 3 clusters Score -260373.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -260401.875000 Penalty: 2497.554688
	Iteration 14Q: 3 clusters Score -260401.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -260464.296875 Penalty: 2497.554688
	Iteration 15Q: 3 clusters Score -260464.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -260536.140625 Penalty: 2497.554688
	Iteration 16Q: 3 clusters Score -260536.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -260575.890625 Penalty: 2497.554688
	Iteration 17Q: 3 clusters Score -260575.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -260613.406250 Penalty: 2497.554688
	Iteration 18Q: 3 clusters Score -260613.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -260645.437500 Penalty: 2497.554688
	Iteration 19Q: 3 clusters Score -260645.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -260663.281250 Penalty: 2497.554688
	Iteration 20F: 3 clusters Score -260663.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -260681.281250 Penalty: 2497.554688
	Iteration 21Q: 3 clusters Score -260681.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -260698.015625 Penalty: 2497.554688
	Iteration 22Q: 3 clusters Score -260698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -260711.656250 Penalty: 2497.554688
	Iteration 23Q: 3 clusters Score -260711.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -260718.718750 Penalty: 2497.554688
	Iteration 24Q: 3 clusters Score -260718.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -260723.937500 Penalty: 2497.554688
	Iteration 25Q: 3 clusters Score -260723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -260727.562500 Penalty: 2497.554688
	Iteration 26Q: 3 clusters Score -260727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -260730.968750 Penalty: 2497.554688
	Iteration 27Q: 3 clusters Score -260731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -260734.093750 Penalty: 2497.554688
	Iteration 28Q: 3 clusters Score -260734.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260742.468750 Penalty: 2497.554688
	Iteration 29Q: 3 clusters Score -260742.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -260746.453125 Penalty: 2497.554688
	Iteration 30Q: 3 clusters Score -260746.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -260755.890625 Penalty: 2497.554688
	Iteration 31Q: 3 clusters Score -260755.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -260764.453125 Penalty: 2497.554688
	Iteration 32Q: 3 clusters Score -260764.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -260776.468750 Penalty: 2497.554688
	Iteration 33Q: 3 clusters Score -260776.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -260790.453125 Penalty: 2497.554688
	Iteration 34Q: 3 clusters Score -260790.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -260804.390625 Penalty: 2497.554688
	Iteration 35Q: 3 clusters Score -260804.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -260817.312500 Penalty: 2497.554688
	Iteration 36Q: 3 clusters Score -260817.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -260825.265625 Penalty: 2497.554688
	Iteration 37Q: 3 clusters Score -260825.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -260829.468750 Penalty: 2497.554688
	Iteration 38Q: 3 clusters Score -260829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -260832.312500 Penalty: 2497.554688
	Iteration 39Q: 3 clusters Score -260832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -260834.453125 Penalty: 2497.554688
	Iteration 40F: 3 clusters Score -260834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -260835.859375 Penalty: 2497.554688
	Iteration 41Q: 3 clusters Score -260835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -260837.953125 Penalty: 2497.554688
	Iteration 42Q: 3 clusters Score -260838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -260838.906250 Penalty: 2497.554688
	Iteration 43Q: 3 clusters Score -260838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260840.421875 Penalty: 2497.554688
	Iteration 44Q: 3 clusters Score -260840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260841.312500 Penalty: 2497.554688
	Iteration 45Q: 3 clusters Score -260841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260841.312500 Penalty: 2497.554688
	Iteration 46F: 3 clusters Score -260841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -74188.765625 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -74188.77 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 370 members 
Entering Unmasked Estep 
Score: -72940.578125 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -72940.58 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73213.148438 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -73213.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73378.875000 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -73378.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73529.140625 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -73529.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73622.218750 Penalty: 2129.564941
	Iteration 4Q: 3 clusters Score -73622.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73697.914062 Penalty: 2129.564941
	Iteration 5Q: 3 clusters Score -73697.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73783.085938 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -73783.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73825.054688 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -73825.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73869.359375 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -73869.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73915.835938 Penalty: 2129.564941
	Iteration 9Q: 3 clusters Score -73915.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74014.632812 Penalty: 2129.564941
	Iteration 10Q: 3 clusters Score -74014.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74188.929688 Penalty: 2129.564941
	Iteration 11Q: 3 clusters Score -74188.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74275.843750 Penalty: 2129.564941
	Iteration 12Q: 3 clusters Score -74275.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74296.132812 Penalty: 2129.564941
	Iteration 13Q: 3 clusters Score -74296.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74316.945312 Penalty: 2129.564941
	Iteration 14Q: 3 clusters Score -74316.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74328.468750 Penalty: 2129.564941
	Iteration 15Q: 3 clusters Score -74328.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74341.601562 Penalty: 2129.564941
	Iteration 16Q: 3 clusters Score -74341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74361.281250 Penalty: 2129.564941
	Iteration 17Q: 3 clusters Score -74361.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74409.921875 Penalty: 2129.564941
	Iteration 18Q: 3 clusters Score -74409.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74464.359375 Penalty: 2129.564941
	Iteration 19Q: 3 clusters Score -74464.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74514.867188 Penalty: 2129.564941
	Iteration 20F: 3 clusters Score -74514.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74543.265625 Penalty: 2129.564941
	Iteration 21Q: 3 clusters Score -74543.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74574.171875 Penalty: 2129.564941
	Iteration 22Q: 3 clusters Score -74574.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74597.328125 Penalty: 2129.564941
	Iteration 23Q: 3 clusters Score -74597.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74599.757812 Penalty: 2129.564941
	Iteration 24Q: 3 clusters Score -74599.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74599.757812 Penalty: 2129.564941
	Iteration 25F: 3 clusters Score -74599.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107694 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 119545 members 
Mstep: Class 15 contains 123329 members 
Mstep: Class 16 contains 73081 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86710 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 47562 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 22418 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81704 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27864 members 
Mstep: Class 34 contains 121813 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17389 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 47962 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 294 members 
Entering Unmasked Estep 
Score: -141750224.000000 Penalty: 97552.609375
Splitting cluster 22 changes total score from -141751280.000000 to -141750224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (47562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Entering Unmasked Estep 
Score: -5825527.500000 Penalty: 1750.090820
	Iteration 0F: 2 clusters Score -5825528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5793655.000000 Penalty: 3500.181641
	Iteration 0F: 3 clusters Score -5793655 nChanged 22277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5806170.500000 Penalty: 3500.181641
	Iteration 1F: 3 clusters Score -5806170 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5806677.000000 Penalty: 3500.181641
	Iteration 2Q: 3 clusters Score -5806677 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5807343.500000 Penalty: 3500.181641
	Iteration 3Q: 3 clusters Score -5807344 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -5808231.500000 Penalty: 3500.181641
	Iteration 4Q: 3 clusters Score -5808232 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5809495.000000 Penalty: 3500.181641
	Iteration 5Q: 3 clusters Score -5809495 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -5811342.500000 Penalty: 3500.181641
	Iteration 6F: 3 clusters Score -5811342 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -5813763.500000 Penalty: 3500.181641
	Iteration 7F: 3 clusters Score -5813764 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -5816446.500000 Penalty: 3500.181641
	Iteration 8F: 3 clusters Score -5816446 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -5818921.500000 Penalty: 3500.181641
	Iteration 9F: 3 clusters Score -5818922 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -5820801.000000 Penalty: 3500.181641
	Iteration 10Q: 3 clusters Score -5820801 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5822045.000000 Penalty: 3500.181641
	Iteration 11Q: 3 clusters Score -5822045 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -5822829.500000 Penalty: 3500.181641
	Iteration 12Q: 3 clusters Score -5822830 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5823294.500000 Penalty: 3500.181641
	Iteration 13Q: 3 clusters Score -5823294 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -5823578.000000 Penalty: 3500.181641
	Iteration 14Q: 3 clusters Score -5823578 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5823774.500000 Penalty: 3500.181641
	Iteration 15Q: 3 clusters Score -5823774 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5823894.000000 Penalty: 3500.181641
	Iteration 16Q: 3 clusters Score -5823894 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -5823993.000000 Penalty: 3500.181641
	Iteration 17Q: 3 clusters Score -5823993 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5824076.000000 Penalty: 3500.181641
	Iteration 18Q: 3 clusters Score -5824076 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -5824133.500000 Penalty: 3500.181641
	Iteration 19Q: 3 clusters Score -5824134 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -5824164.500000 Penalty: 3500.181641
	Iteration 20F: 3 clusters Score -5824164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -5824208.500000 Penalty: 3500.181641
	Iteration 21Q: 3 clusters Score -5824208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5824226.500000 Penalty: 3500.181641
	Iteration 22Q: 3 clusters Score -5824226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5824256.500000 Penalty: 3500.181641
	Iteration 23Q: 3 clusters Score -5824256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5824274.000000 Penalty: 3500.181641
	Iteration 24Q: 3 clusters Score -5824274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5824281.500000 Penalty: 3500.181641
	Iteration 25Q: 3 clusters Score -5824282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -5824273.000000 Penalty: 3500.181641
	Iteration 26Q: 3 clusters Score -5824273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -5824274.000000 Penalty: 3500.181641
	Iteration 27Q: 3 clusters Score -5824274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -5824293.500000 Penalty: 3500.181641
	Iteration 28Q: 3 clusters Score -5824294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5824305.000000 Penalty: 3500.181641
	Iteration 29Q: 3 clusters Score -5824305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5824316.000000 Penalty: 3500.181641
	Iteration 30Q: 3 clusters Score -5824316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5824319.500000 Penalty: 3500.181641
	Iteration 31Q: 3 clusters Score -5824320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -5824328.000000 Penalty: 3500.181641
	Iteration 32Q: 3 clusters Score -5824328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5824329.000000 Penalty: 3500.181641
	Iteration 33Q: 3 clusters Score -5824329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -5824338.000000 Penalty: 3500.181641
	Iteration 34Q: 3 clusters Score -5824338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -5824340.500000 Penalty: 3500.181641
	Iteration 35Q: 3 clusters Score -5824340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -5824340.500000 Penalty: 3500.181641
	Iteration 36Q: 3 clusters Score -5824340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -5824352.000000 Penalty: 3500.181641
	Iteration 37Q: 3 clusters Score -5824352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -5824347.000000 Penalty: 3500.181641
	Iteration 38Q: 3 clusters Score -5824347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -5824335.000000 Penalty: 3500.181641
	Iteration 39Q: 3 clusters Score -5824335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5824334.000000 Penalty: 3500.181641
	Iteration 40F: 3 clusters Score -5824334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -5824339.000000 Penalty: 3500.181641
	Iteration 41Q: 3 clusters Score -5824339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5824346.500000 Penalty: 3500.181641
	Iteration 42Q: 3 clusters Score -5824346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -5824340.000000 Penalty: 3500.181641
	Iteration 43Q: 3 clusters Score -5824340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5824348.500000 Penalty: 3500.181641
	Iteration 44Q: 3 clusters Score -5824348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5824350.500000 Penalty: 3500.181641
	Iteration 45Q: 3 clusters Score -5824350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5824349.500000 Penalty: 3500.181641
	Iteration 46Q: 3 clusters Score -5824350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -5824351.500000 Penalty: 3500.181641
	Iteration 47Q: 3 clusters Score -5824352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5824346.000000 Penalty: 3500.181641
	Iteration 48Q: 3 clusters Score -5824346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5824346.000000 Penalty: 3500.181641
	Iteration 49F: 3 clusters Score -5824346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Entering Unmasked Estep 
Score: -1416079.250000 Penalty: 1529.286255
	Iteration 0F: 2 clusters Score -1416079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1407587.750000 Penalty: 3058.572510
	Iteration 0F: 3 clusters Score -1407588 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1410727.000000 Penalty: 3058.572510
	Iteration 1F: 3 clusters Score -1410727 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1411242.250000 Penalty: 3058.572510
	Iteration 2F: 3 clusters Score -1411242 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1411720.625000 Penalty: 3058.572510
	Iteration 3F: 3 clusters Score -1411721 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1412144.625000 Penalty: 3058.572510
	Iteration 4F: 3 clusters Score -1412145 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1412523.500000 Penalty: 3058.572510
	Iteration 5F: 3 clusters Score -1412524 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1412902.000000 Penalty: 3058.572510
	Iteration 6Q: 3 clusters Score -1412902 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1413244.250000 Penalty: 3058.572510
	Iteration 7Q: 3 clusters Score -1413244 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1413511.750000 Penalty: 3058.572510
	Iteration 8Q: 3 clusters Score -1413512 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1413766.375000 Penalty: 3058.572510
	Iteration 9Q: 3 clusters Score -1413766 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1413970.625000 Penalty: 3058.572510
	Iteration 10Q: 3 clusters Score -1413971 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1414156.625000 Penalty: 3058.572510
	Iteration 11Q: 3 clusters Score -1414157 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1414326.375000 Penalty: 3058.572510
	Iteration 12Q: 3 clusters Score -1414326 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1414467.375000 Penalty: 3058.572510
	Iteration 13Q: 3 clusters Score -1414467 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1414566.500000 Penalty: 3058.572510
	Iteration 14Q: 3 clusters Score -1414566 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1414635.375000 Penalty: 3058.572510
	Iteration 15Q: 3 clusters Score -1414635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1414682.875000 Penalty: 3058.572510
	Iteration 16Q: 3 clusters Score -1414683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1414723.375000 Penalty: 3058.572510
	Iteration 17Q: 3 clusters Score -1414723 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1414756.625000 Penalty: 3058.572510
	Iteration 18Q: 3 clusters Score -1414757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1414778.000000 Penalty: 3058.572510
	Iteration 19Q: 3 clusters Score -1414778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1414794.750000 Penalty: 3058.572510
	Iteration 20F: 3 clusters Score -1414795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1414808.875000 Penalty: 3058.572510
	Iteration 21Q: 3 clusters Score -1414809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1414824.000000 Penalty: 3058.572510
	Iteration 22Q: 3 clusters Score -1414824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1414831.625000 Penalty: 3058.572510
	Iteration 23Q: 3 clusters Score -1414832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1414837.250000 Penalty: 3058.572510
	Iteration 24Q: 3 clusters Score -1414837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1414850.875000 Penalty: 3058.572510
	Iteration 25Q: 3 clusters Score -1414851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1414859.625000 Penalty: 3058.572510
	Iteration 26Q: 3 clusters Score -1414860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1414868.375000 Penalty: 3058.572510
	Iteration 27Q: 3 clusters Score -1414868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1414875.125000 Penalty: 3058.572510
	Iteration 28Q: 3 clusters Score -1414875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1414885.125000 Penalty: 3058.572510
	Iteration 29Q: 3 clusters Score -1414885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1414894.625000 Penalty: 3058.572510
	Iteration 30Q: 3 clusters Score -1414895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1414910.000000 Penalty: 3058.572510
	Iteration 31Q: 3 clusters Score -1414910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1414920.750000 Penalty: 3058.572510
	Iteration 32Q: 3 clusters Score -1414921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1414934.375000 Penalty: 3058.572510
	Iteration 33Q: 3 clusters Score -1414934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1414947.000000 Penalty: 3058.572510
	Iteration 34Q: 3 clusters Score -1414947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1414957.375000 Penalty: 3058.572510
	Iteration 35Q: 3 clusters Score -1414957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1414971.500000 Penalty: 3058.572510
	Iteration 36Q: 3 clusters Score -1414972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1414987.875000 Penalty: 3058.572510
	Iteration 37Q: 3 clusters Score -1414988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1415001.750000 Penalty: 3058.572510
	Iteration 38Q: 3 clusters Score -1415002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1415014.375000 Penalty: 3058.572510
	Iteration 39Q: 3 clusters Score -1415014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1415026.750000 Penalty: 3058.572510
	Iteration 40F: 3 clusters Score -1415027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1415034.000000 Penalty: 3058.572510
	Iteration 41Q: 3 clusters Score -1415034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1415036.375000 Penalty: 3058.572510
	Iteration 42Q: 3 clusters Score -1415036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1415039.625000 Penalty: 3058.572510
	Iteration 43Q: 3 clusters Score -1415040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1415045.375000 Penalty: 3058.572510
	Iteration 44Q: 3 clusters Score -1415045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1415053.000000 Penalty: 3058.572510
	Iteration 45Q: 3 clusters Score -1415053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1415060.125000 Penalty: 3058.572510
	Iteration 46Q: 3 clusters Score -1415060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1415063.125000 Penalty: 3058.572510
	Iteration 47Q: 3 clusters Score -1415063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1415064.875000 Penalty: 3058.572510
	Iteration 48Q: 3 clusters Score -1415065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1415068.375000 Penalty: 3058.572510
	Iteration 49Q: 3 clusters Score -1415068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1415074.375000 Penalty: 3058.572510
	Iteration 50Q: 3 clusters Score -1415074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1415076.750000 Penalty: 3058.572510
	Iteration 51Q: 3 clusters Score -1415077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1415080.875000 Penalty: 3058.572510
	Iteration 52Q: 3 clusters Score -1415081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1415092.000000 Penalty: 3058.572510
	Iteration 53Q: 3 clusters Score -1415092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1415094.125000 Penalty: 3058.572510
	Iteration 54Q: 3 clusters Score -1415094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1415099.875000 Penalty: 3058.572510
	Iteration 55Q: 3 clusters Score -1415100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1415102.125000 Penalty: 3058.572510
	Iteration 56Q: 3 clusters Score -1415102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1415109.750000 Penalty: 3058.572510
	Iteration 57Q: 3 clusters Score -1415110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1415112.375000 Penalty: 3058.572510
	Iteration 58Q: 3 clusters Score -1415112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1415119.875000 Penalty: 3058.572510
	Iteration 59Q: 3 clusters Score -1415120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1415125.875000 Penalty: 3058.572510
	Iteration 60F: 3 clusters Score -1415126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1415125.625000 Penalty: 3058.572510
	Iteration 61Q: 3 clusters Score -1415126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1415126.500000 Penalty: 3058.572510
	Iteration 62Q: 3 clusters Score -1415126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1415127.750000 Penalty: 3058.572510
	Iteration 63Q: 3 clusters Score -1415128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1415129.000000 Penalty: 3058.572510
	Iteration 64Q: 3 clusters Score -1415129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1415132.000000 Penalty: 3058.572510
	Iteration 65Q: 3 clusters Score -1415132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1415132.375000 Penalty: 3058.572510
	Iteration 66Q: 3 clusters Score -1415132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1415132.875000 Penalty: 3058.572510
	Iteration 67Q: 3 clusters Score -1415133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1415133.375000 Penalty: 3058.572510
	Iteration 68Q: 3 clusters Score -1415133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1415131.875000 Penalty: 3058.572510
	Iteration 69Q: 3 clusters Score -1415132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1415131.000000 Penalty: 3058.572510
	Iteration 70Q: 3 clusters Score -1415131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1415132.625000 Penalty: 3058.572510
	Iteration 71Q: 3 clusters Score -1415133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1415134.750000 Penalty: 3058.572510
	Iteration 72Q: 3 clusters Score -1415135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1415133.000000 Penalty: 3058.572510
	Iteration 73Q: 3 clusters Score -1415133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1415135.000000 Penalty: 3058.572510
	Iteration 74Q: 3 clusters Score -1415135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1415138.875000 Penalty: 3058.572510
	Iteration 75Q: 3 clusters Score -1415139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1415139.375000 Penalty: 3058.572510
	Iteration 76Q: 3 clusters Score -1415139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1415137.500000 Penalty: 3058.572510
	Iteration 77Q: 3 clusters Score -1415138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1415137.375000 Penalty: 3058.572510
	Iteration 78Q: 3 clusters Score -1415137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1415137.875000 Penalty: 3058.572510
	Iteration 79Q: 3 clusters Score -1415138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1415137.750000 Penalty: 3058.572510
	Iteration 80F: 3 clusters Score -1415138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1415137.500000 Penalty: 3058.572510
	Iteration 81Q: 3 clusters Score -1415138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1415140.250000 Penalty: 3058.572510
	Iteration 82Q: 3 clusters Score -1415140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1415141.750000 Penalty: 3058.572510
	Iteration 83Q: 3 clusters Score -1415142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1415141.750000 Penalty: 3058.572510
	Iteration 84F: 3 clusters Score -1415142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Entering Unmasked Estep 
Score: -1017941.250000 Penalty: 1464.094849
	Iteration 0F: 2 clusters Score -1017941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1011955.812500 Penalty: 2928.189697
	Iteration 0F: 3 clusters Score -1011956 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1013811.625000 Penalty: 2928.189697
	Iteration 1F: 3 clusters Score -1013812 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1014000.937500 Penalty: 2928.189697
	Iteration 2F: 3 clusters Score -1014001 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1014154.187500 Penalty: 2928.189697
	Iteration 3Q: 3 clusters Score -1014154 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1014307.125000 Penalty: 2928.189697
	Iteration 4Q: 3 clusters Score -1014307 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1014481.437500 Penalty: 2928.189697
	Iteration 5Q: 3 clusters Score -1014481 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1014681.687500 Penalty: 2928.189697
	Iteration 6Q: 3 clusters Score -1014682 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1014883.437500 Penalty: 2928.189697
	Iteration 7Q: 3 clusters Score -1014883 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1015147.562500 Penalty: 2928.189697
	Iteration 8Q: 3 clusters Score -1015148 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1015436.187500 Penalty: 2928.189697
	Iteration 9Q: 3 clusters Score -1015436 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1015714.625000 Penalty: 2928.189697
	Iteration 10Q: 3 clusters Score -1015715 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1015965.000000 Penalty: 2928.189697
	Iteration 11Q: 3 clusters Score -1015965 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1016196.187500 Penalty: 2928.189697
	Iteration 12Q: 3 clusters Score -1016196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1016353.125000 Penalty: 2928.189697
	Iteration 13Q: 3 clusters Score -1016353 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1016446.625000 Penalty: 2928.189697
	Iteration 14Q: 3 clusters Score -1016447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1016524.437500 Penalty: 2928.189697
	Iteration 15Q: 3 clusters Score -1016524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1016563.500000 Penalty: 2928.189697
	Iteration 16Q: 3 clusters Score -1016564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1016589.875000 Penalty: 2928.189697
	Iteration 17Q: 3 clusters Score -1016590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1016606.812500 Penalty: 2928.189697
	Iteration 18Q: 3 clusters Score -1016607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1016623.000000 Penalty: 2928.189697
	Iteration 19Q: 3 clusters Score -1016623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1016635.437500 Penalty: 2928.189697
	Iteration 20F: 3 clusters Score -1016635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1016642.812500 Penalty: 2928.189697
	Iteration 21Q: 3 clusters Score -1016643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1016648.312500 Penalty: 2928.189697
	Iteration 22Q: 3 clusters Score -1016648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1016650.687500 Penalty: 2928.189697
	Iteration 23Q: 3 clusters Score -1016651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1016651.125000 Penalty: 2928.189697
	Iteration 24Q: 3 clusters Score -1016651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1016652.937500 Penalty: 2928.189697
	Iteration 25Q: 3 clusters Score -1016653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1016652.500000 Penalty: 2928.189697
	Iteration 26Q: 3 clusters Score -1016652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1016655.250000 Penalty: 2928.189697
	Iteration 27Q: 3 clusters Score -1016655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1016654.000000 Penalty: 2928.189697
	Iteration 28Q: 3 clusters Score -1016654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1016655.562500 Penalty: 2928.189697
	Iteration 29Q: 3 clusters Score -1016656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1016656.125000 Penalty: 2928.189697
	Iteration 30Q: 3 clusters Score -1016656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1016656.125000 Penalty: 2928.189697
	Iteration 31F: 3 clusters Score -1016656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Entering Unmasked Estep 
Score: -2831308.250000 Penalty: 1627.863159
	Iteration 0F: 2 clusters Score -2831308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2816066.500000 Penalty: 3255.726318
	Iteration 0F: 3 clusters Score -2816066 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2821560.250000 Penalty: 3255.726318
	Iteration 1F: 3 clusters Score -2821560 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2821903.250000 Penalty: 3255.726318
	Iteration 2Q: 3 clusters Score -2821903 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2822317.000000 Penalty: 3255.726318
	Iteration 3Q: 3 clusters Score -2822317 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2822758.750000 Penalty: 3255.726318
	Iteration 4Q: 3 clusters Score -2822759 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2823338.000000 Penalty: 3255.726318
	Iteration 5F: 3 clusters Score -2823338 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2824005.250000 Penalty: 3255.726318
	Iteration 6F: 3 clusters Score -2824005 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2824852.750000 Penalty: 3255.726318
	Iteration 7F: 3 clusters Score -2824853 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2825812.750000 Penalty: 3255.726318
	Iteration 8F: 3 clusters Score -2825813 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2826749.500000 Penalty: 3255.726318
	Iteration 9F: 3 clusters Score -2826750 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2827574.000000 Penalty: 3255.726318
	Iteration 10Q: 3 clusters Score -2827574 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2828154.750000 Penalty: 3255.726318
	Iteration 11Q: 3 clusters Score -2828155 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2828539.750000 Penalty: 3255.726318
	Iteration 12Q: 3 clusters Score -2828540 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2828805.750000 Penalty: 3255.726318
	Iteration 13Q: 3 clusters Score -2828806 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2829053.750000 Penalty: 3255.726318
	Iteration 14Q: 3 clusters Score -2829054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2829243.000000 Penalty: 3255.726318
	Iteration 15Q: 3 clusters Score -2829243 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2829384.750000 Penalty: 3255.726318
	Iteration 16Q: 3 clusters Score -2829385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2829493.250000 Penalty: 3255.726318
	Iteration 17Q: 3 clusters Score -2829493 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2829602.500000 Penalty: 3255.726318
	Iteration 18Q: 3 clusters Score -2829602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2829710.250000 Penalty: 3255.726318
	Iteration 19Q: 3 clusters Score -2829710 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2829793.750000 Penalty: 3255.726318
	Iteration 20F: 3 clusters Score -2829794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2829838.000000 Penalty: 3255.726318
	Iteration 21Q: 3 clusters Score -2829838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2829874.000000 Penalty: 3255.726318
	Iteration 22Q: 3 clusters Score -2829874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2829897.750000 Penalty: 3255.726318
	Iteration 23Q: 3 clusters Score -2829898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2829929.750000 Penalty: 3255.726318
	Iteration 24Q: 3 clusters Score -2829930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2829959.750000 Penalty: 3255.726318
	Iteration 25Q: 3 clusters Score -2829960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2829982.000000 Penalty: 3255.726318
	Iteration 26Q: 3 clusters Score -2829982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2830002.500000 Penalty: 3255.726318
	Iteration 27Q: 3 clusters Score -2830002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2830027.500000 Penalty: 3255.726318
	Iteration 28Q: 3 clusters Score -2830028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2830047.250000 Penalty: 3255.726318
	Iteration 29Q: 3 clusters Score -2830047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2830050.750000 Penalty: 3255.726318
	Iteration 30Q: 3 clusters Score -2830051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2830058.250000 Penalty: 3255.726318
	Iteration 31Q: 3 clusters Score -2830058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2830067.250000 Penalty: 3255.726318
	Iteration 32Q: 3 clusters Score -2830067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2830073.500000 Penalty: 3255.726318
	Iteration 33Q: 3 clusters Score -2830074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2830076.000000 Penalty: 3255.726318
	Iteration 34Q: 3 clusters Score -2830076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2830089.500000 Penalty: 3255.726318
	Iteration 35Q: 3 clusters Score -2830090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2830097.250000 Penalty: 3255.726318
	Iteration 36Q: 3 clusters Score -2830097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2830107.750000 Penalty: 3255.726318
	Iteration 37Q: 3 clusters Score -2830108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2830108.000000 Penalty: 3255.726318
	Iteration 38Q: 3 clusters Score -2830108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2830115.000000 Penalty: 3255.726318
	Iteration 39Q: 3 clusters Score -2830115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2830115.750000 Penalty: 3255.726318
	Iteration 40F: 3 clusters Score -2830116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2830118.000000 Penalty: 3255.726318
	Iteration 41Q: 3 clusters Score -2830118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2830119.250000 Penalty: 3255.726318
	Iteration 42Q: 3 clusters Score -2830119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2830118.000000 Penalty: 3255.726318
	Iteration 43Q: 3 clusters Score -2830118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2830120.500000 Penalty: 3255.726318
	Iteration 44Q: 3 clusters Score -2830120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2830121.500000 Penalty: 3255.726318
	Iteration 45Q: 3 clusters Score -2830122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2830121.750000 Penalty: 3255.726318
	Iteration 46Q: 3 clusters Score -2830122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2830121.500000 Penalty: 3255.726318
	Iteration 47Q: 3 clusters Score -2830122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2830128.000000 Penalty: 3255.726318
	Iteration 48Q: 3 clusters Score -2830128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2830128.250000 Penalty: 3255.726318
	Iteration 49Q: 3 clusters Score -2830128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2830126.750000 Penalty: 3255.726318
	Iteration 50Q: 3 clusters Score -2830127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2830125.250000 Penalty: 3255.726318
	Iteration 51Q: 3 clusters Score -2830125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2830125.250000 Penalty: 3255.726318
	Iteration 52F: 3 clusters Score -2830125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -202266.562500 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -202266.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -200275.046875 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -200275 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -200848.515625 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -200848.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201089.671875 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -201089.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201303.218750 Penalty: 2442.664062
	Iteration 3F: 3 clusters Score -201303.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -201454.765625 Penalty: 2442.664062
	Iteration 4F: 3 clusters Score -201454.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -201579.906250 Penalty: 2442.664062
	Iteration 5F: 3 clusters Score -201579.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -201674.125000 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -201674.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -201743.328125 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -201743.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -201812.828125 Penalty: 2442.664062
	Iteration 8Q: 3 clusters Score -201812.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -201900.734375 Penalty: 2442.664062
	Iteration 9Q: 3 clusters Score -201900.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201933.781250 Penalty: 2442.664062
	Iteration 10Q: 3 clusters Score -201933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -201948.250000 Penalty: 2442.664062
	Iteration 11Q: 3 clusters Score -201948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201956.109375 Penalty: 2442.664062
	Iteration 12Q: 3 clusters Score -201956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -201962.765625 Penalty: 2442.664062
	Iteration 13Q: 3 clusters Score -201962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201973.125000 Penalty: 2442.664062
	Iteration 14Q: 3 clusters Score -201973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -201986.437500 Penalty: 2442.664062
	Iteration 15Q: 3 clusters Score -201986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -201992.390625 Penalty: 2442.664062
	Iteration 16Q: 3 clusters Score -201992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -201996.828125 Penalty: 2442.664062
	Iteration 17Q: 3 clusters Score -201996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -201998.812500 Penalty: 2442.664062
	Iteration 18Q: 3 clusters Score -201998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202000.515625 Penalty: 2442.664062
	Iteration 19Q: 3 clusters Score -202000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202002.031250 Penalty: 2442.664062
	Iteration 20F: 3 clusters Score -202002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202003.921875 Penalty: 2442.664062
	Iteration 21Q: 3 clusters Score -202003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -202004.875000 Penalty: 2442.664062
	Iteration 22Q: 3 clusters Score -202004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202005.937500 Penalty: 2442.664062
	Iteration 23Q: 3 clusters Score -202005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202006.140625 Penalty: 2442.664062
	Iteration 24Q: 3 clusters Score -202006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -202006.734375 Penalty: 2442.664062
	Iteration 25Q: 3 clusters Score -202006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202006.671875 Penalty: 2442.664062
	Iteration 26Q: 3 clusters Score -202006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202006.671875 Penalty: 2442.664062
	Iteration 27F: 3 clusters Score -202006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -278795.937500 Penalty: 1258.069702
	Iteration 0F: 2 clusters Score -278795.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -276526.531250 Penalty: 2516.139404
	Iteration 0F: 3 clusters Score -276526.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -277088.218750 Penalty: 2516.139404
	Iteration 1F: 3 clusters Score -277088.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -277344.281250 Penalty: 2516.139404
	Iteration 2F: 3 clusters Score -277344.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -277606.625000 Penalty: 2516.139404
	Iteration 3F: 3 clusters Score -277606.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -277879.125000 Penalty: 2516.139404
	Iteration 4F: 3 clusters Score -277879.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -278088.437500 Penalty: 2516.139404
	Iteration 5F: 3 clusters Score -278088.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -278222.750000 Penalty: 2516.139404
	Iteration 6F: 3 clusters Score -278222.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -278328.562500 Penalty: 2516.139404
	Iteration 7Q: 3 clusters Score -278328.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -278395.781250 Penalty: 2516.139404
	Iteration 8Q: 3 clusters Score -278395.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -278454.562500 Penalty: 2516.139404
	Iteration 9Q: 3 clusters Score -278454.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -278494.187500 Penalty: 2516.139404
	Iteration 10Q: 3 clusters Score -278494.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -278514.656250 Penalty: 2516.139404
	Iteration 11Q: 3 clusters Score -278514.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -278525.437500 Penalty: 2516.139404
	Iteration 12Q: 3 clusters Score -278525.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -278531.156250 Penalty: 2516.139404
	Iteration 13Q: 3 clusters Score -278531.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -278535.375000 Penalty: 2516.139404
	Iteration 14Q: 3 clusters Score -278535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -278537.531250 Penalty: 2516.139404
	Iteration 15Q: 3 clusters Score -278537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -278538.812500 Penalty: 2516.139404
	Iteration 16Q: 3 clusters Score -278538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -278539.312500 Penalty: 2516.139404
	Iteration 17Q: 3 clusters Score -278539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -278540.437500 Penalty: 2516.139404
	Iteration 18Q: 3 clusters Score -278540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -278540.437500 Penalty: 2516.139404
	Iteration 19F: 3 clusters Score -278540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12455.937500 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12455.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12791.891602 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12791.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12894.022461 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12894.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13020.547852 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -13020.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13047.297852 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -13047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13158.870117 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -13158.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13159.360352 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -13159.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13159.360352 Penalty: 1791.864380
	Iteration 7F: 3 clusters Score -13159.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107694 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 119545 members 
Mstep: Class 15 contains 123329 members 
Mstep: Class 16 contains 73081 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86710 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47562 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 22418 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 96 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81704 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27864 members 
Mstep: Class 34 contains 121813 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17389 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 47962 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 152 members 
Entering Unmasked Estep 
Score: -141749792.000000 Penalty: 97552.609375
Splitting cluster 29 changes total score from -141751280.000000 to -141749792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -57852.535156 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -57852.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56725.710938 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -56725.71 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57027.175781 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -57027.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57204.562500 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -57204.56 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57296.375000 Penalty: 2089.134277
	Iteration 3F: 3 clusters Score -57296.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57425.812500 Penalty: 2089.134277
	Iteration 4F: 3 clusters Score -57425.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57525.222656 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -57525.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57619.179688 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -57619.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57655.890625 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -57655.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57693.339844 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -57693.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57726.851562 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -57726.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57752.714844 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -57752.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57770.570312 Penalty: 2089.134277
	Iteration 11Q: 3 clusters Score -57770.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57813.519531 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -57813.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57867.496094 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -57867.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57879.109375 Penalty: 2089.134277
	Iteration 14Q: 3 clusters Score -57879.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57881.003906 Penalty: 2089.134277
	Iteration 15Q: 3 clusters Score -57881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57884.449219 Penalty: 2089.134277
	Iteration 16Q: 3 clusters Score -57884.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57886.023438 Penalty: 2089.134277
	Iteration 17Q: 3 clusters Score -57886.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57886.468750 Penalty: 2089.134277
	Iteration 18F: 3 clusters Score -57886.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57888.648438 Penalty: 2089.134277
	Iteration 19Q: 3 clusters Score -57888.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57889.566406 Penalty: 2089.134277
	Iteration 20F: 3 clusters Score -57889.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57890.886719 Penalty: 2089.134277
	Iteration 21Q: 3 clusters Score -57890.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57890.886719 Penalty: 2089.134277
	Iteration 22F: 3 clusters Score -57890.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107694 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 119545 members 
Mstep: Class 15 contains 123329 members 
Mstep: Class 16 contains 73081 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86710 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47562 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 22418 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 407 members 
Mstep: Class 31 contains 81704 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27864 members 
Mstep: Class 34 contains 121813 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17389 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 47962 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 212 members 
Entering Unmasked Estep 
Score: -141749840.000000 Penalty: 97552.609375
Splitting cluster 30 changes total score from -141751280.000000 to -141749840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (81704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Entering Unmasked Estep 
Score: -10327825.000000 Penalty: 1838.014404
	Iteration 0F: 2 clusters Score -1.032782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -10273311.000000 Penalty: 3676.028809
	Iteration 0F: 3 clusters Score -1.027331e+07 nChanged 38828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -10295343.000000 Penalty: 3676.028809
	Iteration 1F: 3 clusters Score -1.029534e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -10296001.000000 Penalty: 3676.028809
	Iteration 2Q: 3 clusters Score -1.0296e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -10296894.000000 Penalty: 3676.028809
	Iteration 3Q: 3 clusters Score -1.029689e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -10298350.000000 Penalty: 3676.028809
	Iteration 4Q: 3 clusters Score -1.029835e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -10301080.000000 Penalty: 3676.028809
	Iteration 5F: 3 clusters Score -1.030108e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -10305751.000000 Penalty: 3676.028809
	Iteration 6F: 3 clusters Score -1.030575e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -10312642.000000 Penalty: 3676.028809
	Iteration 7F: 3 clusters Score -1.031264e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -10319533.000000 Penalty: 3676.028809
	Iteration 8F: 3 clusters Score -1.031953e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -10323765.000000 Penalty: 3676.028809
	Iteration 9F: 3 clusters Score -1.032376e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -10325358.000000 Penalty: 3676.028809
	Iteration 10Q: 3 clusters Score -1.032536e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -10325860.000000 Penalty: 3676.028809
	Iteration 11Q: 3 clusters Score -1.032586e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -10326057.000000 Penalty: 3676.028809
	Iteration 12Q: 3 clusters Score -1.032606e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -10326137.000000 Penalty: 3676.028809
	Iteration 13Q: 3 clusters Score -1.032614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -10326185.000000 Penalty: 3676.028809
	Iteration 14Q: 3 clusters Score -1.032618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -10326201.000000 Penalty: 3676.028809
	Iteration 15Q: 3 clusters Score -1.03262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -10326215.000000 Penalty: 3676.028809
	Iteration 16Q: 3 clusters Score -1.032622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -10326232.000000 Penalty: 3676.028809
	Iteration 17Q: 3 clusters Score -1.032623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -10326238.000000 Penalty: 3676.028809
	Iteration 18Q: 3 clusters Score -1.032624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -10326261.000000 Penalty: 3676.028809
	Iteration 19Q: 3 clusters Score -1.032626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -10326272.000000 Penalty: 3676.028809
	Iteration 20F: 3 clusters Score -1.032627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -10326277.000000 Penalty: 3676.028809
	Iteration 21Q: 3 clusters Score -1.032628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -10326282.000000 Penalty: 3676.028809
	Iteration 22Q: 3 clusters Score -1.032628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -10326285.000000 Penalty: 3676.028809
	Iteration 23Q: 3 clusters Score -1.032628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -10326298.000000 Penalty: 3676.028809
	Iteration 24Q: 3 clusters Score -1.03263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -10326299.000000 Penalty: 3676.028809
	Iteration 25Q: 3 clusters Score -1.03263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -10326297.000000 Penalty: 3676.028809
	Iteration 26Q: 3 clusters Score -1.03263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -10326295.000000 Penalty: 3676.028809
	Iteration 27Q: 3 clusters Score -1.03263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -10326301.000000 Penalty: 3676.028809
	Iteration 28Q: 3 clusters Score -1.03263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -10326305.000000 Penalty: 3676.028809
	Iteration 29Q: 3 clusters Score -1.03263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -10326313.000000 Penalty: 3676.028809
	Iteration 30Q: 3 clusters Score -1.032631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -10326313.000000 Penalty: 3676.028809
	Iteration 31Q: 3 clusters Score -1.032631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -10326317.000000 Penalty: 3676.028809
	Iteration 32Q: 3 clusters Score -1.032632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -10326327.000000 Penalty: 3676.028809
	Iteration 33Q: 3 clusters Score -1.032633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -10326329.000000 Penalty: 3676.028809
	Iteration 34Q: 3 clusters Score -1.032633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -10326326.000000 Penalty: 3676.028809
	Iteration 35Q: 3 clusters Score -1.032633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -10326322.000000 Penalty: 3676.028809
	Iteration 36Q: 3 clusters Score -1.032632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -10326321.000000 Penalty: 3676.028809
	Iteration 37Q: 3 clusters Score -1.032632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -10326321.000000 Penalty: 3676.028809
	Iteration 38F: 3 clusters Score -1.032632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -36019.933594 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -36019.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35028.871094 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -35028.87 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35489.210938 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -35489.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35757.175781 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -35757.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35982.898438 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -35982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36238.937500 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -36238.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36515.078125 Penalty: 1992.648682
	Iteration 5F: 3 clusters Score -36515.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36637.671875 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -36637.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36707.132812 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -36707.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36741.562500 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -36741.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36752.988281 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -36752.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36761.152344 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -36761.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36779.726562 Penalty: 1992.648682
	Iteration 11Q: 3 clusters Score -36779.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36816.105469 Penalty: 1992.648682
	Iteration 12Q: 3 clusters Score -36816.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36846.539062 Penalty: 1992.648682
	Iteration 13Q: 3 clusters Score -36846.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36860.179688 Penalty: 1992.648682
	Iteration 14Q: 3 clusters Score -36860.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36865.414062 Penalty: 1992.648682
	Iteration 15Q: 3 clusters Score -36865.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36867.050781 Penalty: 1992.648682
	Iteration 16Q: 3 clusters Score -36867.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36867.050781 Penalty: 1992.648682
	Iteration 17F: 3 clusters Score -36867.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107694 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 119545 members 
Mstep: Class 15 contains 123329 members 
Mstep: Class 16 contains 73081 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86710 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47562 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 22418 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81704 members 
Mstep: Class 32 contains 208 members 
Mstep: Class 33 contains 27864 members 
Mstep: Class 34 contains 121813 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17389 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 47962 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 252 members 
Entering Unmasked Estep 
Score: -141750640.000000 Penalty: 97552.609375
Splitting cluster 32 changes total score from -141751280.000000 to -141750640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (27864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Entering Unmasked Estep 
Score: -3537381.000000 Penalty: 1663.202271
	Iteration 0F: 2 clusters Score -3537381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3518668.750000 Penalty: 3326.404541
	Iteration 0F: 3 clusters Score -3518669 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3525710.000000 Penalty: 3326.404541
	Iteration 1F: 3 clusters Score -3525710 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3526102.750000 Penalty: 3326.404541
	Iteration 2Q: 3 clusters Score -3526103 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3526462.250000 Penalty: 3326.404541
	Iteration 3Q: 3 clusters Score -3526462 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3526831.750000 Penalty: 3326.404541
	Iteration 4Q: 3 clusters Score -3526832 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3527278.750000 Penalty: 3326.404541
	Iteration 5Q: 3 clusters Score -3527279 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3527791.250000 Penalty: 3326.404541
	Iteration 6Q: 3 clusters Score -3527791 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3528486.000000 Penalty: 3326.404541
	Iteration 7Q: 3 clusters Score -3528486 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3529371.500000 Penalty: 3326.404541
	Iteration 8F: 3 clusters Score -3529372 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3530362.250000 Penalty: 3326.404541
	Iteration 9F: 3 clusters Score -3530362 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3531181.000000 Penalty: 3326.404541
	Iteration 10F: 3 clusters Score -3531181 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3531708.750000 Penalty: 3326.404541
	Iteration 11Q: 3 clusters Score -3531709 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3532018.750000 Penalty: 3326.404541
	Iteration 12Q: 3 clusters Score -3532019 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3532224.500000 Penalty: 3326.404541
	Iteration 13Q: 3 clusters Score -3532224 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3532350.000000 Penalty: 3326.404541
	Iteration 14Q: 3 clusters Score -3532350 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3532464.250000 Penalty: 3326.404541
	Iteration 15Q: 3 clusters Score -3532464 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3532571.000000 Penalty: 3326.404541
	Iteration 16Q: 3 clusters Score -3532571 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3532668.750000 Penalty: 3326.404541
	Iteration 17Q: 3 clusters Score -3532669 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3532750.750000 Penalty: 3326.404541
	Iteration 18Q: 3 clusters Score -3532751 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3532816.000000 Penalty: 3326.404541
	Iteration 19Q: 3 clusters Score -3532816 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3532905.500000 Penalty: 3326.404541
	Iteration 20F: 3 clusters Score -3532906 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3532979.500000 Penalty: 3326.404541
	Iteration 21Q: 3 clusters Score -3532980 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3533046.000000 Penalty: 3326.404541
	Iteration 22Q: 3 clusters Score -3533046 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3533108.750000 Penalty: 3326.404541
	Iteration 23Q: 3 clusters Score -3533109 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3533184.500000 Penalty: 3326.404541
	Iteration 24Q: 3 clusters Score -3533184 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3533257.500000 Penalty: 3326.404541
	Iteration 25Q: 3 clusters Score -3533258 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3533328.750000 Penalty: 3326.404541
	Iteration 26Q: 3 clusters Score -3533329 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3533417.250000 Penalty: 3326.404541
	Iteration 27Q: 3 clusters Score -3533417 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3533482.750000 Penalty: 3326.404541
	Iteration 28Q: 3 clusters Score -3533483 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3533544.000000 Penalty: 3326.404541
	Iteration 29Q: 3 clusters Score -3533544 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3533638.250000 Penalty: 3326.404541
	Iteration 30Q: 3 clusters Score -3533638 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3533741.000000 Penalty: 3326.404541
	Iteration 31Q: 3 clusters Score -3533741 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3533826.000000 Penalty: 3326.404541
	Iteration 32Q: 3 clusters Score -3533826 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3533934.750000 Penalty: 3326.404541
	Iteration 33Q: 3 clusters Score -3533935 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3534050.250000 Penalty: 3326.404541
	Iteration 34Q: 3 clusters Score -3534050 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3534146.500000 Penalty: 3326.404541
	Iteration 35Q: 3 clusters Score -3534146 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3534273.750000 Penalty: 3326.404541
	Iteration 36Q: 3 clusters Score -3534274 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3534382.250000 Penalty: 3326.404541
	Iteration 37Q: 3 clusters Score -3534382 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3534477.500000 Penalty: 3326.404541
	Iteration 38Q: 3 clusters Score -3534478 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3534570.750000 Penalty: 3326.404541
	Iteration 39Q: 3 clusters Score -3534571 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3534653.500000 Penalty: 3326.404541
	Iteration 40F: 3 clusters Score -3534654 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3534722.750000 Penalty: 3326.404541
	Iteration 41Q: 3 clusters Score -3534723 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3534827.750000 Penalty: 3326.404541
	Iteration 42Q: 3 clusters Score -3534828 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3534942.500000 Penalty: 3326.404541
	Iteration 43Q: 3 clusters Score -3534942 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3535047.750000 Penalty: 3326.404541
	Iteration 44Q: 3 clusters Score -3535048 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3535150.750000 Penalty: 3326.404541
	Iteration 45Q: 3 clusters Score -3535151 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3535225.250000 Penalty: 3326.404541
	Iteration 46Q: 3 clusters Score -3535225 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3535294.750000 Penalty: 3326.404541
	Iteration 47Q: 3 clusters Score -3535295 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3535360.250000 Penalty: 3326.404541
	Iteration 48Q: 3 clusters Score -3535360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3535414.500000 Penalty: 3326.404541
	Iteration 49Q: 3 clusters Score -3535414 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3535473.750000 Penalty: 3326.404541
	Iteration 50Q: 3 clusters Score -3535474 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3535527.250000 Penalty: 3326.404541
	Iteration 51Q: 3 clusters Score -3535527 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3535591.250000 Penalty: 3326.404541
	Iteration 52Q: 3 clusters Score -3535591 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3535646.750000 Penalty: 3326.404541
	Iteration 53Q: 3 clusters Score -3535647 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3535701.250000 Penalty: 3326.404541
	Iteration 54Q: 3 clusters Score -3535701 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3535750.750000 Penalty: 3326.404541
	Iteration 55Q: 3 clusters Score -3535751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3535782.250000 Penalty: 3326.404541
	Iteration 56Q: 3 clusters Score -3535782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3535801.000000 Penalty: 3326.404541
	Iteration 57Q: 3 clusters Score -3535801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3535820.250000 Penalty: 3326.404541
	Iteration 58Q: 3 clusters Score -3535820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3535843.000000 Penalty: 3326.404541
	Iteration 59Q: 3 clusters Score -3535843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3535857.000000 Penalty: 3326.404541
	Iteration 60F: 3 clusters Score -3535857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3535885.500000 Penalty: 3326.404541
	Iteration 61Q: 3 clusters Score -3535886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3535910.750000 Penalty: 3326.404541
	Iteration 62Q: 3 clusters Score -3535911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3535930.750000 Penalty: 3326.404541
	Iteration 63Q: 3 clusters Score -3535931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3535937.750000 Penalty: 3326.404541
	Iteration 64Q: 3 clusters Score -3535938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3535953.750000 Penalty: 3326.404541
	Iteration 65Q: 3 clusters Score -3535954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3535961.250000 Penalty: 3326.404541
	Iteration 66Q: 3 clusters Score -3535961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3535973.750000 Penalty: 3326.404541
	Iteration 67Q: 3 clusters Score -3535974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3535978.750000 Penalty: 3326.404541
	Iteration 68Q: 3 clusters Score -3535979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3535979.250000 Penalty: 3326.404541
	Iteration 69Q: 3 clusters Score -3535979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3535980.250000 Penalty: 3326.404541
	Iteration 70Q: 3 clusters Score -3535980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3535983.000000 Penalty: 3326.404541
	Iteration 71Q: 3 clusters Score -3535983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3535991.500000 Penalty: 3326.404541
	Iteration 72Q: 3 clusters Score -3535992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3535991.500000 Penalty: 3326.404541
	Iteration 73Q: 3 clusters Score -3535992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3535996.000000 Penalty: 3326.404541
	Iteration 74Q: 3 clusters Score -3535996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3536003.250000 Penalty: 3326.404541
	Iteration 75Q: 3 clusters Score -3536003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3536013.750000 Penalty: 3326.404541
	Iteration 76Q: 3 clusters Score -3536014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3536012.750000 Penalty: 3326.404541
	Iteration 77Q: 3 clusters Score -3536013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3536023.250000 Penalty: 3326.404541
	Iteration 78Q: 3 clusters Score -3536023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3536026.750000 Penalty: 3326.404541
	Iteration 79Q: 3 clusters Score -3536027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3536025.750000 Penalty: 3326.404541
	Iteration 80F: 3 clusters Score -3536026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3536027.750000 Penalty: 3326.404541
	Iteration 81Q: 3 clusters Score -3536028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3536030.250000 Penalty: 3326.404541
	Iteration 82Q: 3 clusters Score -3536030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3536034.500000 Penalty: 3326.404541
	Iteration 83Q: 3 clusters Score -3536034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3536038.000000 Penalty: 3326.404541
	Iteration 84Q: 3 clusters Score -3536038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3536040.000000 Penalty: 3326.404541
	Iteration 85Q: 3 clusters Score -3536040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3536037.000000 Penalty: 3326.404541
	Iteration 86Q: 3 clusters Score -3536037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3536037.250000 Penalty: 3326.404541
	Iteration 87Q: 3 clusters Score -3536037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3536037.250000 Penalty: 3326.404541
	Iteration 88F: 3 clusters Score -3536037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (121813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121813 members 
Entering Unmasked Estep 
Score: -15436153.000000 Penalty: 1902.914429
	Iteration 0F: 2 clusters Score -1.543615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -15364036.000000 Penalty: 3805.828857
	Iteration 0F: 3 clusters Score -1.536404e+07 nChanged 58535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -15397946.000000 Penalty: 3805.828857
	Iteration 1F: 3 clusters Score -1.539795e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -15398830.000000 Penalty: 3805.828857
	Iteration 2Q: 3 clusters Score -1.539883e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -15399985.000000 Penalty: 3805.828857
	Iteration 3Q: 3 clusters Score -1.539998e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -15401636.000000 Penalty: 3805.828857
	Iteration 4Q: 3 clusters Score -1.540164e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -15404431.000000 Penalty: 3805.828857
	Iteration 5Q: 3 clusters Score -1.540443e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -15409247.000000 Penalty: 3805.828857
	Iteration 6F: 3 clusters Score -1.540925e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -15416377.000000 Penalty: 3805.828857
	Iteration 7F: 3 clusters Score -1.541638e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -15423651.000000 Penalty: 3805.828857
	Iteration 8F: 3 clusters Score -1.542365e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -15427790.000000 Penalty: 3805.828857
	Iteration 9F: 3 clusters Score -1.542779e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -15429657.000000 Penalty: 3805.828857
	Iteration 10Q: 3 clusters Score -1.542966e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -15431040.000000 Penalty: 3805.828857
	Iteration 11Q: 3 clusters Score -1.543104e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -15432462.000000 Penalty: 3805.828857
	Iteration 12Q: 3 clusters Score -1.543246e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -15433922.000000 Penalty: 3805.828857
	Iteration 13Q: 3 clusters Score -1.543392e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -15435120.000000 Penalty: 3805.828857
	Iteration 14Q: 3 clusters Score -1.543512e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -15436108.000000 Penalty: 3805.828857
	Iteration 15Q: 3 clusters Score -1.543611e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -15436814.000000 Penalty: 3805.828857
	Iteration 16Q: 3 clusters Score -1.543681e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -15437448.000000 Penalty: 3805.828857
	Iteration 17Q: 3 clusters Score -1.543745e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -15437863.000000 Penalty: 3805.828857
	Iteration 18Q: 3 clusters Score -1.543786e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -15438090.000000 Penalty: 3805.828857
	Iteration 19Q: 3 clusters Score -1.543809e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -15438324.000000 Penalty: 3805.828857
	Iteration 20F: 3 clusters Score -1.543832e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -15438487.000000 Penalty: 3805.828857
	Iteration 21Q: 3 clusters Score -1.543849e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -15438570.000000 Penalty: 3805.828857
	Iteration 22Q: 3 clusters Score -1.543857e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -15438654.000000 Penalty: 3805.828857
	Iteration 23Q: 3 clusters Score -1.543865e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -15438727.000000 Penalty: 3805.828857
	Iteration 24Q: 3 clusters Score -1.543873e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -15438747.000000 Penalty: 3805.828857
	Iteration 25Q: 3 clusters Score -1.543875e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -15438770.000000 Penalty: 3805.828857
	Iteration 26Q: 3 clusters Score -1.543877e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -15438729.000000 Penalty: 3805.828857
	Iteration 27Q: 3 clusters Score -1.543873e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -15438677.000000 Penalty: 3805.828857
	Iteration 28Q: 3 clusters Score -1.543868e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -15438663.000000 Penalty: 3805.828857
	Iteration 29Q: 3 clusters Score -1.543866e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -15438669.000000 Penalty: 3805.828857
	Iteration 30Q: 3 clusters Score -1.543867e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -15438704.000000 Penalty: 3805.828857
	Iteration 31Q: 3 clusters Score -1.54387e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -15438728.000000 Penalty: 3805.828857
	Iteration 32Q: 3 clusters Score -1.543873e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -15438733.000000 Penalty: 3805.828857
	Iteration 33Q: 3 clusters Score -1.543873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -15438722.000000 Penalty: 3805.828857
	Iteration 34Q: 3 clusters Score -1.543872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -15438721.000000 Penalty: 3805.828857
	Iteration 35Q: 3 clusters Score -1.543872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -15438710.000000 Penalty: 3805.828857
	Iteration 36Q: 3 clusters Score -1.543871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -15438706.000000 Penalty: 3805.828857
	Iteration 37Q: 3 clusters Score -1.543871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -15438714.000000 Penalty: 3805.828857
	Iteration 38Q: 3 clusters Score -1.543871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -15438722.000000 Penalty: 3805.828857
	Iteration 39Q: 3 clusters Score -1.543872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -15438719.000000 Penalty: 3805.828857
	Iteration 40F: 3 clusters Score -1.543872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -15438718.000000 Penalty: 3805.828857
	Iteration 41Q: 3 clusters Score -1.543872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -15438714.000000 Penalty: 3805.828857
	Iteration 42Q: 3 clusters Score -1.543871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -15438721.000000 Penalty: 3805.828857
	Iteration 43Q: 3 clusters Score -1.543872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -15438720.000000 Penalty: 3805.828857
	Iteration 44Q: 3 clusters Score -1.543872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -15438725.000000 Penalty: 3805.828857
	Iteration 45Q: 3 clusters Score -1.543872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -15438736.000000 Penalty: 3805.828857
	Iteration 46Q: 3 clusters Score -1.543874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -15438738.000000 Penalty: 3805.828857
	Iteration 47Q: 3 clusters Score -1.543874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -15438740.000000 Penalty: 3805.828857
	Iteration 48Q: 3 clusters Score -1.543874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -15438740.000000 Penalty: 3805.828857
	Iteration 49Q: 3 clusters Score -1.543874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -15438744.000000 Penalty: 3805.828857
	Iteration 50Q: 3 clusters Score -1.543874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -15438736.000000 Penalty: 3805.828857
	Iteration 51Q: 3 clusters Score -1.543874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -15438723.000000 Penalty: 3805.828857
	Iteration 52Q: 3 clusters Score -1.543872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -15438734.000000 Penalty: 3805.828857
	Iteration 53Q: 3 clusters Score -1.543873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -15438732.000000 Penalty: 3805.828857
	Iteration 54Q: 3 clusters Score -1.543873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -15438728.000000 Penalty: 3805.828857
	Iteration 55Q: 3 clusters Score -1.543873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -15438732.000000 Penalty: 3805.828857
	Iteration 56Q: 3 clusters Score -1.543873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -15438730.000000 Penalty: 3805.828857
	Iteration 57Q: 3 clusters Score -1.543873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -15438730.000000 Penalty: 3805.828857
	Iteration 58F: 3 clusters Score -1.543873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107694 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 119545 members 
Mstep: Class 15 contains 123329 members 
Mstep: Class 16 contains 73081 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86710 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47562 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 22418 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81704 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27864 members 
Mstep: Class 34 contains 61358 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17389 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 47962 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 60455 members 
Entering Unmasked Estep 
Score: -141751488.000000 Penalty: 97552.609375
Splitting cluster 34 changes total score from -141751280.000000 to -141751488.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -52535.917969 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -52535.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51484.234375 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -51484.23 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51765.871094 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -51765.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51902.261719 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -51902.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51931.203125 Penalty: 2041.128662
	Iteration 3Q: 3 clusters Score -51931.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51955.812500 Penalty: 2041.128662
	Iteration 4Q: 3 clusters Score -51955.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51980.898438 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -51980.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51990.308594 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -51990.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51995.058594 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -51995.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52010.054688 Penalty: 2041.128662
	Iteration 8Q: 3 clusters Score -52010.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52058.335938 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -52058.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52117.664062 Penalty: 2041.128662
	Iteration 10Q: 3 clusters Score -52117.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52171.128906 Penalty: 2041.128662
	Iteration 11Q: 3 clusters Score -52171.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52236.214844 Penalty: 2041.128662
	Iteration 12Q: 3 clusters Score -52236.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52302.695312 Penalty: 2041.128662
	Iteration 13Q: 3 clusters Score -52302.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52343.628906 Penalty: 2041.128662
	Iteration 14Q: 3 clusters Score -52343.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52361.335938 Penalty: 2041.128662
	Iteration 15Q: 3 clusters Score -52361.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52367.125000 Penalty: 2041.128662
	Iteration 16Q: 3 clusters Score -52367.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52370.476562 Penalty: 2041.128662
	Iteration 17Q: 3 clusters Score -52370.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52372.992188 Penalty: 2041.128662
	Iteration 18Q: 3 clusters Score -52372.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52378.972656 Penalty: 2041.128662
	Iteration 19F: 3 clusters Score -52378.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52391.593750 Penalty: 2041.128662
	Iteration 20F: 3 clusters Score -52391.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52396.160156 Penalty: 2041.128662
	Iteration 21Q: 3 clusters Score -52396.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52397.417969 Penalty: 2041.128662
	Iteration 22Q: 3 clusters Score -52397.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52397.417969 Penalty: 2041.128662
	Iteration 23F: 3 clusters Score -52397.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Entering Unmasked Estep 
Score: -2131411.000000 Penalty: 1586.583862
	Iteration 0F: 2 clusters Score -2131411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2119424.750000 Penalty: 3173.167725
	Iteration 0F: 3 clusters Score -2119425 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2123742.250000 Penalty: 3173.167725
	Iteration 1F: 3 clusters Score -2123742 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2124142.750000 Penalty: 3173.167725
	Iteration 2F: 3 clusters Score -2124143 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2124478.250000 Penalty: 3173.167725
	Iteration 3Q: 3 clusters Score -2124478 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2124789.000000 Penalty: 3173.167725
	Iteration 4Q: 3 clusters Score -2124789 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2125077.500000 Penalty: 3173.167725
	Iteration 5Q: 3 clusters Score -2125078 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2125326.000000 Penalty: 3173.167725
	Iteration 6Q: 3 clusters Score -2125326 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2125587.250000 Penalty: 3173.167725
	Iteration 7Q: 3 clusters Score -2125587 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2125838.000000 Penalty: 3173.167725
	Iteration 8Q: 3 clusters Score -2125838 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2126121.250000 Penalty: 3173.167725
	Iteration 9Q: 3 clusters Score -2126121 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2126463.750000 Penalty: 3173.167725
	Iteration 10Q: 3 clusters Score -2126464 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2126880.250000 Penalty: 3173.167725
	Iteration 11Q: 3 clusters Score -2126880 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2127343.750000 Penalty: 3173.167725
	Iteration 12Q: 3 clusters Score -2127344 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2127794.000000 Penalty: 3173.167725
	Iteration 13Q: 3 clusters Score -2127794 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2128212.250000 Penalty: 3173.167725
	Iteration 14Q: 3 clusters Score -2128212 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2128628.000000 Penalty: 3173.167725
	Iteration 15Q: 3 clusters Score -2128628 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2129016.000000 Penalty: 3173.167725
	Iteration 16Q: 3 clusters Score -2129016 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2129368.750000 Penalty: 3173.167725
	Iteration 17Q: 3 clusters Score -2129369 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2129642.750000 Penalty: 3173.167725
	Iteration 18Q: 3 clusters Score -2129643 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2129806.250000 Penalty: 3173.167725
	Iteration 19Q: 3 clusters Score -2129806 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2129903.250000 Penalty: 3173.167725
	Iteration 20F: 3 clusters Score -2129903 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2129966.500000 Penalty: 3173.167725
	Iteration 21Q: 3 clusters Score -2129966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2130008.500000 Penalty: 3173.167725
	Iteration 22Q: 3 clusters Score -2130008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2130050.000000 Penalty: 3173.167725
	Iteration 23Q: 3 clusters Score -2130050 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2130097.750000 Penalty: 3173.167725
	Iteration 24Q: 3 clusters Score -2130098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2130145.250000 Penalty: 3173.167725
	Iteration 25Q: 3 clusters Score -2130145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2130191.000000 Penalty: 3173.167725
	Iteration 26Q: 3 clusters Score -2130191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2130242.000000 Penalty: 3173.167725
	Iteration 27Q: 3 clusters Score -2130242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2130309.000000 Penalty: 3173.167725
	Iteration 28Q: 3 clusters Score -2130309 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2130359.250000 Penalty: 3173.167725
	Iteration 29Q: 3 clusters Score -2130359 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2130397.250000 Penalty: 3173.167725
	Iteration 30Q: 3 clusters Score -2130397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2130423.500000 Penalty: 3173.167725
	Iteration 31Q: 3 clusters Score -2130424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2130460.500000 Penalty: 3173.167725
	Iteration 32Q: 3 clusters Score -2130460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2130484.000000 Penalty: 3173.167725
	Iteration 33Q: 3 clusters Score -2130484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2130508.250000 Penalty: 3173.167725
	Iteration 34Q: 3 clusters Score -2130508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2130517.000000 Penalty: 3173.167725
	Iteration 35Q: 3 clusters Score -2130517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2130535.750000 Penalty: 3173.167725
	Iteration 36Q: 3 clusters Score -2130536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2130541.500000 Penalty: 3173.167725
	Iteration 37Q: 3 clusters Score -2130542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2130546.000000 Penalty: 3173.167725
	Iteration 38Q: 3 clusters Score -2130546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2130546.750000 Penalty: 3173.167725
	Iteration 39Q: 3 clusters Score -2130547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2130549.500000 Penalty: 3173.167725
	Iteration 40F: 3 clusters Score -2130550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2130556.750000 Penalty: 3173.167725
	Iteration 41Q: 3 clusters Score -2130557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2130559.500000 Penalty: 3173.167725
	Iteration 42Q: 3 clusters Score -2130560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2130558.500000 Penalty: 3173.167725
	Iteration 43Q: 3 clusters Score -2130558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2130559.000000 Penalty: 3173.167725
	Iteration 44Q: 3 clusters Score -2130559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2130556.000000 Penalty: 3173.167725
	Iteration 45Q: 3 clusters Score -2130556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2130556.750000 Penalty: 3173.167725
	Iteration 46Q: 3 clusters Score -2130557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2130556.250000 Penalty: 3173.167725
	Iteration 47Q: 3 clusters Score -2130556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2130557.500000 Penalty: 3173.167725
	Iteration 48Q: 3 clusters Score -2130558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2130554.750000 Penalty: 3173.167725
	Iteration 49Q: 3 clusters Score -2130555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2130555.000000 Penalty: 3173.167725
	Iteration 50Q: 3 clusters Score -2130555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2130558.750000 Penalty: 3173.167725
	Iteration 51Q: 3 clusters Score -2130559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2130561.000000 Penalty: 3173.167725
	Iteration 52Q: 3 clusters Score -2130561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2130560.000000 Penalty: 3173.167725
	Iteration 53Q: 3 clusters Score -2130560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2130561.500000 Penalty: 3173.167725
	Iteration 54Q: 3 clusters Score -2130562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2130564.000000 Penalty: 3173.167725
	Iteration 55Q: 3 clusters Score -2130564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2130563.250000 Penalty: 3173.167725
	Iteration 56Q: 3 clusters Score -2130563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2130561.000000 Penalty: 3173.167725
	Iteration 57Q: 3 clusters Score -2130561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2130561.250000 Penalty: 3173.167725
	Iteration 58Q: 3 clusters Score -2130561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2130559.750000 Penalty: 3173.167725
	Iteration 59Q: 3 clusters Score -2130560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2130562.250000 Penalty: 3173.167725
	Iteration 60F: 3 clusters Score -2130562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2130562.500000 Penalty: 3173.167725
	Iteration 61Q: 3 clusters Score -2130562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2130561.500000 Penalty: 3173.167725
	Iteration 62Q: 3 clusters Score -2130562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2130566.500000 Penalty: 3173.167725
	Iteration 63Q: 3 clusters Score -2130566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2130566.500000 Penalty: 3173.167725
	Iteration 64Q: 3 clusters Score -2130566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2130569.250000 Penalty: 3173.167725
	Iteration 65Q: 3 clusters Score -2130569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2130568.250000 Penalty: 3173.167725
	Iteration 66Q: 3 clusters Score -2130568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2130568.250000 Penalty: 3173.167725
	Iteration 67Q: 3 clusters Score -2130568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2130570.500000 Penalty: 3173.167725
	Iteration 68Q: 3 clusters Score -2130570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2130570.250000 Penalty: 3173.167725
	Iteration 69Q: 3 clusters Score -2130570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2130568.500000 Penalty: 3173.167725
	Iteration 70Q: 3 clusters Score -2130568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2130572.250000 Penalty: 3173.167725
	Iteration 71Q: 3 clusters Score -2130572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2130571.000000 Penalty: 3173.167725
	Iteration 72Q: 3 clusters Score -2130571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2130573.500000 Penalty: 3173.167725
	Iteration 73Q: 3 clusters Score -2130574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2130573.500000 Penalty: 3173.167725
	Iteration 74F: 3 clusters Score -2130574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -882466.125000 Penalty: 1442.846436
	Iteration 0F: 2 clusters Score -882466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -877124.937500 Penalty: 2885.692871
	Iteration 0F: 3 clusters Score -877124.9 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -878851.250000 Penalty: 2885.692871
	Iteration 1F: 3 clusters Score -878851.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -879195.437500 Penalty: 2885.692871
	Iteration 2F: 3 clusters Score -879195.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -879458.312500 Penalty: 2885.692871
	Iteration 3F: 3 clusters Score -879458.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -879657.312500 Penalty: 2885.692871
	Iteration 4F: 3 clusters Score -879657.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -879858.312500 Penalty: 2885.692871
	Iteration 5F: 3 clusters Score -879858.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -880050.875000 Penalty: 2885.692871
	Iteration 6Q: 3 clusters Score -880050.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -880238.312500 Penalty: 2885.692871
	Iteration 7Q: 3 clusters Score -880238.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -880425.750000 Penalty: 2885.692871
	Iteration 8Q: 3 clusters Score -880425.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -880614.125000 Penalty: 2885.692871
	Iteration 9Q: 3 clusters Score -880614.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -880784.062500 Penalty: 2885.692871
	Iteration 10Q: 3 clusters Score -880784.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -880934.375000 Penalty: 2885.692871
	Iteration 11Q: 3 clusters Score -880934.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -881071.000000 Penalty: 2885.692871
	Iteration 12Q: 3 clusters Score -881071 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -881176.062500 Penalty: 2885.692871
	Iteration 13Q: 3 clusters Score -881176.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -881242.062500 Penalty: 2885.692871
	Iteration 14Q: 3 clusters Score -881242.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -881291.750000 Penalty: 2885.692871
	Iteration 15Q: 3 clusters Score -881291.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -881318.625000 Penalty: 2885.692871
	Iteration 16Q: 3 clusters Score -881318.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -881333.062500 Penalty: 2885.692871
	Iteration 17Q: 3 clusters Score -881333.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -881351.312500 Penalty: 2885.692871
	Iteration 18Q: 3 clusters Score -881351.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -881365.562500 Penalty: 2885.692871
	Iteration 19Q: 3 clusters Score -881365.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -881378.250000 Penalty: 2885.692871
	Iteration 20F: 3 clusters Score -881378.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -881386.750000 Penalty: 2885.692871
	Iteration 21Q: 3 clusters Score -881386.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -881393.000000 Penalty: 2885.692871
	Iteration 22Q: 3 clusters Score -881393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -881395.500000 Penalty: 2885.692871
	Iteration 23Q: 3 clusters Score -881395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -881400.437500 Penalty: 2885.692871
	Iteration 24Q: 3 clusters Score -881400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -881402.375000 Penalty: 2885.692871
	Iteration 25Q: 3 clusters Score -881402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -881405.125000 Penalty: 2885.692871
	Iteration 26Q: 3 clusters Score -881405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -881408.687500 Penalty: 2885.692871
	Iteration 27Q: 3 clusters Score -881408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -881410.750000 Penalty: 2885.692871
	Iteration 28Q: 3 clusters Score -881410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -881410.187500 Penalty: 2885.692871
	Iteration 29Q: 3 clusters Score -881410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -881413.250000 Penalty: 2885.692871
	Iteration 30Q: 3 clusters Score -881413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -881413.875000 Penalty: 2885.692871
	Iteration 31Q: 3 clusters Score -881413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -881415.500000 Penalty: 2885.692871
	Iteration 32Q: 3 clusters Score -881415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -881415.500000 Penalty: 2885.692871
	Iteration 33F: 3 clusters Score -881415.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -51638.160156 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -51638.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50601.773438 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -50601.77 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50746.289062 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -50746.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50801.375000 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -50801.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50823.453125 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -50823.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50837.539062 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -50837.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50846.984375 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -50846.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50851.562500 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -50851.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50853.542969 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -50853.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50855.320312 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -50855.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50857.968750 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -50857.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50865.707031 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -50865.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50869.367188 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -50869.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50872.089844 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -50872.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50872.089844 Penalty: 1988.381592
	Iteration 13F: 3 clusters Score -50872.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -144500.546875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -144500.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -142946.171875 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -142946.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -143346.046875 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -143346 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -143504.312500 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -143504.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143611.890625 Penalty: 2325.503906
	Iteration 3F: 3 clusters Score -143611.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -143668.609375 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -143668.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143723.781250 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -143723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143759.328125 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -143759.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143793.640625 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -143793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143820.640625 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -143820.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143842.453125 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -143842.5 nChanged 17
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: -143871.687500 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -143871.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143893.171875 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -143893.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143907.265625 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -143907.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143911.781250 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -143911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143918.640625 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -143918.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143924.812500 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -143924.8 nChanged 9
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: -143931.500000 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -143931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143941.015625 Penalty: 2325.503906
	Iteration 17Q: 3 clusters Score -143941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143950.062500 Penalty: 2325.503906
	Iteration 18Q: 3 clusters Score -143950.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143954.703125 Penalty: 2325.503906
	Iteration 19Q: 3 clusters Score -143954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143961.640625 Penalty: 2325.503906
	Iteration 20F: 3 clusters Score -143961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143967.687500 Penalty: 2325.503906
	Iteration 21Q: 3 clusters Score -143967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143975.359375 Penalty: 2325.503906
	Iteration 22Q: 3 clusters Score -143975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143981.921875 Penalty: 2325.503906
	Iteration 23Q: 3 clusters Score -143981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -143984.781250 Penalty: 2325.503906
	Iteration 24Q: 3 clusters Score -143984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143986.140625 Penalty: 2325.503906
	Iteration 25Q: 3 clusters Score -143986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143987.921875 Penalty: 2325.503906
	Iteration 26Q: 3 clusters Score -143987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -143991.484375 Penalty: 2325.503906
	Iteration 27Q: 3 clusters Score -143991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143992.687500 Penalty: 2325.503906
	Iteration 28Q: 3 clusters Score -143992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143993.406250 Penalty: 2325.503906
	Iteration 29Q: 3 clusters Score -143993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143994.156250 Penalty: 2325.503906
	Iteration 30Q: 3 clusters Score -143994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143995.890625 Penalty: 2325.503906
	Iteration 31Q: 3 clusters Score -143995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143997.125000 Penalty: 2325.503906
	Iteration 32Q: 3 clusters Score -143997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143997.125000 Penalty: 2325.503906
	Iteration 33F: 3 clusters Score -143997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -6723.527832 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -6723.528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6034.396973 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -6034.397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6167.022461 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -6167.022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6195.753906 Penalty: 1712.053833
	Iteration 2F: 3 clusters Score -6195.754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6222.545410 Penalty: 1712.053833
	Iteration 3Q: 3 clusters Score -6222.545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6238.373535 Penalty: 1712.053833
	Iteration 4Q: 3 clusters Score -6238.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6238.373535 Penalty: 1712.053833
	Iteration 5F: 3 clusters Score -6238.374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (47962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Entering Unmasked Estep 
Score: -6119761.000000 Penalty: 1751.451660
	Iteration 0F: 2 clusters Score -6119761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -6087748.000000 Penalty: 3502.903320
	Iteration 0F: 3 clusters Score -6087748 nChanged 22461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6100280.000000 Penalty: 3502.903320
	Iteration 1F: 3 clusters Score -6100280 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6100727.500000 Penalty: 3502.903320
	Iteration 2Q: 3 clusters Score -6100728 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6101261.000000 Penalty: 3502.903320
	Iteration 3Q: 3 clusters Score -6101261 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -6101954.000000 Penalty: 3502.903320
	Iteration 4Q: 3 clusters Score -6101954 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -6102957.000000 Penalty: 3502.903320
	Iteration 5Q: 3 clusters Score -6102957 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -6104570.500000 Penalty: 3502.903320
	Iteration 6F: 3 clusters Score -6104570 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -6107057.000000 Penalty: 3502.903320
	Iteration 7F: 3 clusters Score -6107057 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -6110494.500000 Penalty: 3502.903320
	Iteration 8F: 3 clusters Score -6110494 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6114031.500000 Penalty: 3502.903320
	Iteration 9F: 3 clusters Score -6114032 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6116486.000000 Penalty: 3502.903320
	Iteration 10F: 3 clusters Score -6116486 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6117586.000000 Penalty: 3502.903320
	Iteration 11Q: 3 clusters Score -6117586 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6117952.000000 Penalty: 3502.903320
	Iteration 12Q: 3 clusters Score -6117952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6118085.000000 Penalty: 3502.903320
	Iteration 13Q: 3 clusters Score -6118085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6118134.500000 Penalty: 3502.903320
	Iteration 14Q: 3 clusters Score -6118134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6118162.000000 Penalty: 3502.903320
	Iteration 15Q: 3 clusters Score -6118162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6118173.000000 Penalty: 3502.903320
	Iteration 16Q: 3 clusters Score -6118173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6118183.500000 Penalty: 3502.903320
	Iteration 17Q: 3 clusters Score -6118184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6118186.500000 Penalty: 3502.903320
	Iteration 18Q: 3 clusters Score -6118186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6118186.500000 Penalty: 3502.903320
	Iteration 19F: 3 clusters Score -6118186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50056.367188 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50056.37 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50195.757812 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50195.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50241.902344 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -50241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50256.367188 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50256.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50264.179688 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50264.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50274.832031 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50274.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50289.382812 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50289.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50295.214844 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50295.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50295.808594 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50295.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50295.808594 Penalty: 1981.143066
	Iteration 9F: 3 clusters Score -50295.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29220 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112213 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107694 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 119545 members 
Mstep: Class 15 contains 123329 members 
Mstep: Class 16 contains 73081 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 86710 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47562 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 22418 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81704 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27864 members 
Mstep: Class 34 contains 61358 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17389 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 47962 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141755568.000000 Penalty: 97552.609375
Iteration 159Q: 44 clusters Score -1.417556e+08 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36527 members 
Mstep: Class 3 contains 8668 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29517 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111696 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 14539 members 
Mstep: Class 11 contains 107738 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 120378 members 
Mstep: Class 15 contains 122386 members 
Mstep: Class 16 contains 72808 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2783 members 
Mstep: Class 19 contains 86500 members 
Mstep: Class 20 contains 14152 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47590 members 
Mstep: Class 24 contains 12275 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 22092 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81507 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27909 members 
Mstep: Class 34 contains 64276 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17392 members 
Mstep: Class 37 contains 7233 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 48445 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 58103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759184.000000 Penalty: 97552.609375
Iteration 160F: 44 clusters Score -1.417592e+08 nChanged 13773
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36499 members 
Mstep: Class 3 contains 8668 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29485 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109913 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 14498 members 
Mstep: Class 11 contains 107372 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 5878 members 
Mstep: Class 14 contains 119196 members 
Mstep: Class 15 contains 120358 members 
Mstep: Class 16 contains 72726 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2780 members 
Mstep: Class 19 contains 86124 members 
Mstep: Class 20 contains 14124 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47556 members 
Mstep: Class 24 contains 12289 members 
Mstep: Class 25 contains 8175 members 
Mstep: Class 26 contains 21842 members 
Mstep: Class 27 contains 1843 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 80489 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27741 members 
Mstep: Class 34 contains 66295 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17238 members 
Mstep: Class 37 contains 7244 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1285 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 48728 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 63360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141763328.000000 Penalty: 97552.609375
Iteration 161Q: 44 clusters Score -1.417633e+08 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36450 members 
Mstep: Class 3 contains 8667 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108412 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 14448 members 
Mstep: Class 11 contains 106913 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 117805 members 
Mstep: Class 15 contains 118300 members 
Mstep: Class 16 contains 72715 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 85585 members 
Mstep: Class 20 contains 14067 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47535 members 
Mstep: Class 24 contains 12286 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 21470 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 79369 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27558 members 
Mstep: Class 34 contains 68671 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17122 members 
Mstep: Class 37 contains 7250 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 48994 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 68758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141766992.000000 Penalty: 97552.609375
Iteration 162Q: 44 clusters Score -1.41767e+08 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36399 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29275 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107022 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 106396 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 115760 members 
Mstep: Class 15 contains 116268 members 
Mstep: Class 16 contains 72635 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 84906 members 
Mstep: Class 20 contains 14036 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47507 members 
Mstep: Class 24 contains 12275 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 20974 members 
Mstep: Class 27 contains 1847 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 78197 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 71361 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17021 members 
Mstep: Class 37 contains 7249 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 49267 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141770736.000000 Penalty: 97552.609375
Iteration 163Q: 44 clusters Score -1.417707e+08 nChanged 19022
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36327 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29118 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105618 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 14371 members 
Mstep: Class 11 contains 105843 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 13 contains 5853 members 
Mstep: Class 14 contains 112904 members 
Mstep: Class 15 contains 114278 members 
Mstep: Class 16 contains 72530 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 84198 members 
Mstep: Class 20 contains 14027 members 
Mstep: Class 21 contains 2178 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47458 members 
Mstep: Class 24 contains 12263 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 20316 members 
Mstep: Class 27 contains 1848 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 76937 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27296 members 
Mstep: Class 34 contains 74375 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 16943 members 
Mstep: Class 37 contains 7240 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1284 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 49511 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 81559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774176.000000 Penalty: 97552.609375
Iteration 164Q: 44 clusters Score -1.417742e+08 nChanged 21971
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36252 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29012 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104219 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 14329 members 
Mstep: Class 11 contains 105313 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 5845 members 
Mstep: Class 14 contains 109198 members 
Mstep: Class 15 contains 112514 members 
Mstep: Class 16 contains 72353 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 83400 members 
Mstep: Class 20 contains 14005 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47396 members 
Mstep: Class 24 contains 12259 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 19505 members 
Mstep: Class 27 contains 1851 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 75505 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27171 members 
Mstep: Class 34 contains 77921 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 16862 members 
Mstep: Class 37 contains 7214 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 49785 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 88897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141776848.000000 Penalty: 97552.609375
Iteration 165Q: 44 clusters Score -1.417768e+08 nChanged 23235
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36161 members 
Mstep: Class 3 contains 8621 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28911 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102925 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 14277 members 
Mstep: Class 11 contains 104838 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 104920 members 
Mstep: Class 15 contains 110858 members 
Mstep: Class 16 contains 72197 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 82565 members 
Mstep: Class 20 contains 13980 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47308 members 
Mstep: Class 24 contains 12258 members 
Mstep: Class 25 contains 8118 members 
Mstep: Class 26 contains 18703 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 74029 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27095 members 
Mstep: Class 34 contains 81946 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 16795 members 
Mstep: Class 37 contains 7202 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1285 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 50190 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141778016.000000 Penalty: 97552.609375
Iteration 166Q: 44 clusters Score -1.41778e+08 nChanged 23383
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36060 members 
Mstep: Class 3 contains 8610 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28793 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 101804 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 14257 members 
Mstep: Class 11 contains 104513 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 13 contains 5823 members 
Mstep: Class 14 contains 100720 members 
Mstep: Class 15 contains 109553 members 
Mstep: Class 16 contains 71989 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 81745 members 
Mstep: Class 20 contains 13960 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47235 members 
Mstep: Class 24 contains 12243 members 
Mstep: Class 25 contains 8123 members 
Mstep: Class 26 contains 18040 members 
Mstep: Class 27 contains 1850 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 72841 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27125 members 
Mstep: Class 34 contains 86417 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 16762 members 
Mstep: Class 37 contains 7182 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 50662 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 101220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141776176.000000 Penalty: 97552.609375
Iteration 167Q: 44 clusters Score -1.417762e+08 nChanged 22740
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35945 members 
Mstep: Class 3 contains 8592 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28721 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 100998 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 14259 members 
Mstep: Class 11 contains 104436 members 
Mstep: Class 12 contains 5046 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 97449 members 
Mstep: Class 15 contains 108940 members 
Mstep: Class 16 contains 71760 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 81066 members 
Mstep: Class 20 contains 13960 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47175 members 
Mstep: Class 24 contains 12232 members 
Mstep: Class 25 contains 8115 members 
Mstep: Class 26 contains 17578 members 
Mstep: Class 27 contains 1851 members 
Mstep: Class 28 contains 2356 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 71876 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27324 members 
Mstep: Class 34 contains 91694 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 16746 members 
Mstep: Class 37 contains 7185 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 51210 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 102597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141773712.000000 Penalty: 97552.609375
Iteration 168Q: 44 clusters Score -1.417737e+08 nChanged 18892
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35831 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28649 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 100495 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 14258 members 
Mstep: Class 11 contains 104415 members 
Mstep: Class 12 contains 5059 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 96248 members 
Mstep: Class 15 contains 108644 members 
Mstep: Class 16 contains 71492 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 80444 members 
Mstep: Class 20 contains 13958 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47128 members 
Mstep: Class 24 contains 12226 members 
Mstep: Class 25 contains 8113 members 
Mstep: Class 26 contains 17317 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 71187 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27558 members 
Mstep: Class 34 contains 97529 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 16789 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 51913 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 99908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141775616.000000 Penalty: 97552.609375
Iteration 169Q: 44 clusters Score -1.417756e+08 nChanged 16902
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35718 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28567 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 99931 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 14259 members 
Mstep: Class 11 contains 104380 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 5772 members 
Mstep: Class 14 contains 96063 members 
Mstep: Class 15 contains 108326 members 
Mstep: Class 16 contains 71198 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 79856 members 
Mstep: Class 20 contains 13959 members 
Mstep: Class 21 contains 2180 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47101 members 
Mstep: Class 24 contains 12211 members 
Mstep: Class 25 contains 8101 members 
Mstep: Class 26 contains 17153 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 70528 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27815 members 
Mstep: Class 34 contains 103684 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 16804 members 
Mstep: Class 37 contains 7187 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 53091 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141778000.000000 Penalty: 97552.609375
Iteration 170Q: 44 clusters Score -1.41778e+08 nChanged 20061
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35626 members 
Mstep: Class 3 contains 8533 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28416 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 99361 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 14244 members 
Mstep: Class 11 contains 104231 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 96423 members 
Mstep: Class 15 contains 107939 members 
Mstep: Class 16 contains 70881 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 79323 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 47030 members 
Mstep: Class 24 contains 12198 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 17083 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 69907 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 27965 members 
Mstep: Class 34 contains 110616 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16756 members 
Mstep: Class 37 contains 7146 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 55325 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 88807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141777728.000000 Penalty: 97552.609375
Iteration 171Q: 44 clusters Score -1.417777e+08 nChanged 19700
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35524 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28054 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 98905 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 14243 members 
Mstep: Class 11 contains 104131 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 97028 members 
Mstep: Class 15 contains 107855 members 
Mstep: Class 16 contains 70492 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 78930 members 
Mstep: Class 20 contains 13977 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46969 members 
Mstep: Class 24 contains 12198 members 
Mstep: Class 25 contains 8087 members 
Mstep: Class 26 contains 17077 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 69336 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28071 members 
Mstep: Class 34 contains 116141 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 16761 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 58146 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 82332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141776208.000000 Penalty: 97552.609375
Iteration 172Q: 44 clusters Score -1.417762e+08 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35434 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 98566 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 14269 members 
Mstep: Class 11 contains 104319 members 
Mstep: Class 12 contains 5090 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 97690 members 
Mstep: Class 15 contains 108124 members 
Mstep: Class 16 contains 69758 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 78674 members 
Mstep: Class 20 contains 13977 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46892 members 
Mstep: Class 24 contains 12197 members 
Mstep: Class 25 contains 8081 members 
Mstep: Class 26 contains 17114 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68987 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28176 members 
Mstep: Class 34 contains 117827 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16832 members 
Mstep: Class 37 contains 7095 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 60889 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 78851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141775296.000000 Penalty: 97552.609375
Iteration 173Q: 44 clusters Score -1.417753e+08 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35347 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27302 members 
Mstep: Class 6 contains 4649 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 98368 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 14269 members 
Mstep: Class 11 contains 104476 members 
Mstep: Class 12 contains 5102 members 
Mstep: Class 13 contains 5697 members 
Mstep: Class 14 contains 98350 members 
Mstep: Class 15 contains 108527 members 
Mstep: Class 16 contains 68689 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 78471 members 
Mstep: Class 20 contains 13974 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46795 members 
Mstep: Class 24 contains 12195 members 
Mstep: Class 25 contains 8076 members 
Mstep: Class 26 contains 17121 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68703 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28276 members 
Mstep: Class 34 contains 118359 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16883 members 
Mstep: Class 37 contains 7089 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 63598 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 76546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774496.000000 Penalty: 97552.609375
Iteration 174Q: 44 clusters Score -1.417745e+08 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35262 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27014 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 98178 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 14256 members 
Mstep: Class 11 contains 104622 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 98912 members 
Mstep: Class 15 contains 109002 members 
Mstep: Class 16 contains 67507 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 78311 members 
Mstep: Class 20 contains 13980 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46718 members 
Mstep: Class 24 contains 12183 members 
Mstep: Class 25 contains 8081 members 
Mstep: Class 26 contains 17134 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68456 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28375 members 
Mstep: Class 34 contains 117902 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16905 members 
Mstep: Class 37 contains 7092 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1274 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 66394 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 75151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774992.000000 Penalty: 97552.609375
Iteration 175Q: 44 clusters Score -1.41775e+08 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35176 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26784 members 
Mstep: Class 6 contains 4656 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 98000 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 104667 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 99448 members 
Mstep: Class 15 contains 109407 members 
Mstep: Class 16 contains 66145 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 78195 members 
Mstep: Class 20 contains 13993 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46636 members 
Mstep: Class 24 contains 12180 members 
Mstep: Class 25 contains 8086 members 
Mstep: Class 26 contains 17159 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68200 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28432 members 
Mstep: Class 34 contains 117072 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16919 members 
Mstep: Class 37 contains 7087 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1275 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69364 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774544.000000 Penalty: 97552.609375
Iteration 176Q: 44 clusters Score -1.417745e+08 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35108 members 
Mstep: Class 3 contains 8406 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 4658 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 97770 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 14226 members 
Mstep: Class 11 contains 104662 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 100010 members 
Mstep: Class 15 contains 109741 members 
Mstep: Class 16 contains 64605 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 78100 members 
Mstep: Class 20 contains 13974 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46545 members 
Mstep: Class 24 contains 12183 members 
Mstep: Class 25 contains 8096 members 
Mstep: Class 26 contains 17166 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2338 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67922 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28473 members 
Mstep: Class 34 contains 116068 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16920 members 
Mstep: Class 37 contains 7082 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 72607 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 73609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774752.000000 Penalty: 97552.609375
Iteration 177Q: 44 clusters Score -1.417748e+08 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35038 members 
Mstep: Class 3 contains 8397 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 97535 members 
Mstep: Class 9 contains 5405 members 
Mstep: Class 10 contains 14212 members 
Mstep: Class 11 contains 104650 members 
Mstep: Class 12 contains 5139 members 
Mstep: Class 13 contains 5637 members 
Mstep: Class 14 contains 100602 members 
Mstep: Class 15 contains 109989 members 
Mstep: Class 16 contains 63041 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 77989 members 
Mstep: Class 20 contains 13968 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46413 members 
Mstep: Class 24 contains 12188 members 
Mstep: Class 25 contains 8102 members 
Mstep: Class 26 contains 17137 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67665 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28485 members 
Mstep: Class 34 contains 114950 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16908 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 75965 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 73093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774704.000000 Penalty: 97552.609375
Iteration 178Q: 44 clusters Score -1.417747e+08 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34963 members 
Mstep: Class 3 contains 8393 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26342 members 
Mstep: Class 6 contains 4658 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 97306 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 14209 members 
Mstep: Class 11 contains 104625 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 101255 members 
Mstep: Class 15 contains 110114 members 
Mstep: Class 16 contains 61380 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 77892 members 
Mstep: Class 20 contains 13954 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46302 members 
Mstep: Class 24 contains 12195 members 
Mstep: Class 25 contains 8110 members 
Mstep: Class 26 contains 17092 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67343 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28476 members 
Mstep: Class 34 contains 113707 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16891 members 
Mstep: Class 37 contains 7080 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 79511 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 72715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141775184.000000 Penalty: 97552.609375
Iteration 179Q: 44 clusters Score -1.417752e+08 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34890 members 
Mstep: Class 3 contains 8390 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26247 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 97081 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 14208 members 
Mstep: Class 11 contains 104551 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 101944 members 
Mstep: Class 15 contains 110136 members 
Mstep: Class 16 contains 59839 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 77835 members 
Mstep: Class 20 contains 13947 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46174 members 
Mstep: Class 24 contains 12187 members 
Mstep: Class 25 contains 8112 members 
Mstep: Class 26 contains 17003 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67038 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28446 members 
Mstep: Class 34 contains 112471 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16866 members 
Mstep: Class 37 contains 7089 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 82984 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 72415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141784016.000000 Penalty: 97552.609375
Iteration 180F: 44 clusters Score -1.41784e+08 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34815 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26084 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 96313 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 14193 members 
Mstep: Class 11 contains 104294 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 97729 members 
Mstep: Class 15 contains 109503 members 
Mstep: Class 16 contains 57988 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 77706 members 
Mstep: Class 20 contains 13926 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 46022 members 
Mstep: Class 24 contains 12185 members 
Mstep: Class 25 contains 8114 members 
Mstep: Class 26 contains 16924 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 66223 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28318 members 
Mstep: Class 34 contains 118374 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16816 members 
Mstep: Class 37 contains 7079 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 87120 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141783968.000000 Penalty: 97552.609375
Iteration 181Q: 44 clusters Score -1.41784e+08 nChanged 21365
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34746 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25781 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 95544 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 14188 members 
Mstep: Class 11 contains 104258 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 5602 members 
Mstep: Class 14 contains 94192 members 
Mstep: Class 15 contains 109214 members 
Mstep: Class 16 contains 56114 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 77599 members 
Mstep: Class 20 contains 13915 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 45864 members 
Mstep: Class 24 contains 12171 members 
Mstep: Class 25 contains 8122 members 
Mstep: Class 26 contains 17012 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65659 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28296 members 
Mstep: Class 34 contains 122518 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16837 members 
Mstep: Class 37 contains 7072 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 90867 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141782240.000000 Penalty: 97552.609375
Iteration 182Q: 44 clusters Score -1.417822e+08 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34661 members 
Mstep: Class 3 contains 8382 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25417 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 94879 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 14202 members 
Mstep: Class 11 contains 104416 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 5588 members 
Mstep: Class 14 contains 90885 members 
Mstep: Class 15 contains 109170 members 
Mstep: Class 16 contains 54254 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 77561 members 
Mstep: Class 20 contains 13910 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 45705 members 
Mstep: Class 24 contains 12165 members 
Mstep: Class 25 contains 8122 members 
Mstep: Class 26 contains 17211 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65308 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28345 members 
Mstep: Class 34 contains 125447 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16878 members 
Mstep: Class 37 contains 7063 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 93951 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141780304.000000 Penalty: 97552.609375
Iteration 183Q: 44 clusters Score -1.417803e+08 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34580 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25084 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 94330 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 14219 members 
Mstep: Class 11 contains 104652 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 87530 members 
Mstep: Class 15 contains 109430 members 
Mstep: Class 16 contains 52439 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 77580 members 
Mstep: Class 20 contains 13911 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 45543 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 17452 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65123 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28400 members 
Mstep: Class 34 contains 127750 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16929 members 
Mstep: Class 37 contains 7063 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96433 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 72766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141777312.000000 Penalty: 97552.609375
Iteration 184Q: 44 clusters Score -1.417773e+08 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34499 members 
Mstep: Class 3 contains 8371 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24824 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 93949 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 104895 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 5542 members 
Mstep: Class 14 contains 84130 members 
Mstep: Class 15 contains 109960 members 
Mstep: Class 16 contains 50808 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 77607 members 
Mstep: Class 20 contains 13898 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 45388 members 
Mstep: Class 24 contains 12152 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 17745 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65041 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28482 members 
Mstep: Class 34 contains 129442 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16967 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98572 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 73727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141775200.000000 Penalty: 97552.609375
Iteration 185Q: 44 clusters Score -1.417752e+08 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34433 members 
Mstep: Class 3 contains 8361 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24563 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 93844 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 14222 members 
Mstep: Class 11 contains 105124 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 5524 members 
Mstep: Class 14 contains 80683 members 
Mstep: Class 15 contains 110694 members 
Mstep: Class 16 contains 49419 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 77654 members 
Mstep: Class 20 contains 13865 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 45212 members 
Mstep: Class 24 contains 12141 members 
Mstep: Class 25 contains 8164 members 
Mstep: Class 26 contains 18090 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65038 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28560 members 
Mstep: Class 34 contains 130523 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16998 members 
Mstep: Class 37 contains 7082 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1283 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100425 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772816.000000 Penalty: 97552.609375
Iteration 186Q: 44 clusters Score -1.417728e+08 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34365 members 
Mstep: Class 3 contains 8362 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 93910 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 105305 members 
Mstep: Class 12 contains 5170 members 
Mstep: Class 13 contains 5504 members 
Mstep: Class 14 contains 77222 members 
Mstep: Class 15 contains 111576 members 
Mstep: Class 16 contains 48169 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 77691 members 
Mstep: Class 20 contains 13867 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 44989 members 
Mstep: Class 24 contains 12116 members 
Mstep: Class 25 contains 8170 members 
Mstep: Class 26 contains 18449 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65122 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28643 members 
Mstep: Class 34 contains 131231 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17020 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 102147 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 75775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141771504.000000 Penalty: 97552.609375
Iteration 187Q: 44 clusters Score -1.417715e+08 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34301 members 
Mstep: Class 3 contains 8356 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24357 members 
Mstep: Class 6 contains 4655 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 94154 members 
Mstep: Class 9 contains 5469 members 
Mstep: Class 10 contains 14274 members 
Mstep: Class 11 contains 105435 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 73684 members 
Mstep: Class 15 contains 112546 members 
Mstep: Class 16 contains 47101 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 77739 members 
Mstep: Class 20 contains 13887 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 44786 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 18789 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65256 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28738 members 
Mstep: Class 34 contains 131600 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17041 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 103726 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 76700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141770304.000000 Penalty: 97552.609375
Iteration 188Q: 44 clusters Score -1.417703e+08 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34250 members 
Mstep: Class 3 contains 8354 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24333 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 94499 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 14302 members 
Mstep: Class 11 contains 105547 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 5476 members 
Mstep: Class 14 contains 70165 members 
Mstep: Class 15 contains 113628 members 
Mstep: Class 16 contains 46195 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 77779 members 
Mstep: Class 20 contains 13890 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 44568 members 
Mstep: Class 24 contains 12128 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 19113 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65452 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 28905 members 
Mstep: Class 34 contains 131681 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17082 members 
Mstep: Class 37 contains 7152 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 105318 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 77379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141769184.000000 Penalty: 97552.609375
Iteration 189Q: 44 clusters Score -1.417692e+08 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34195 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24342 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 95019 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 14353 members 
Mstep: Class 11 contains 105650 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 5468 members 
Mstep: Class 14 contains 66865 members 
Mstep: Class 15 contains 114707 members 
Mstep: Class 16 contains 45455 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 77800 members 
Mstep: Class 20 contains 13886 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 44359 members 
Mstep: Class 24 contains 12132 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 19424 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65726 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29065 members 
Mstep: Class 34 contains 131463 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17103 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 106899 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 77741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141769024.000000 Penalty: 97552.609375
Iteration 190Q: 44 clusters Score -1.41769e+08 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34147 members 
Mstep: Class 3 contains 8346 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24356 members 
Mstep: Class 6 contains 4655 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 95584 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 14386 members 
Mstep: Class 11 contains 105728 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 5463 members 
Mstep: Class 14 contains 64011 members 
Mstep: Class 15 contains 115754 members 
Mstep: Class 16 contains 44806 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 77830 members 
Mstep: Class 20 contains 13895 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 44150 members 
Mstep: Class 24 contains 12136 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 19720 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 65995 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29238 members 
Mstep: Class 34 contains 131160 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17116 members 
Mstep: Class 37 contains 7181 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 108481 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 77670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141769024.000000 Penalty: 97552.609375
Iteration 191Q: 44 clusters Score -1.41769e+08 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34096 members 
Mstep: Class 3 contains 8343 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24369 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 96273 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 14390 members 
Mstep: Class 11 contains 105752 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 61628 members 
Mstep: Class 15 contains 116811 members 
Mstep: Class 16 contains 44187 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 77878 members 
Mstep: Class 20 contains 13913 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 43958 members 
Mstep: Class 24 contains 12127 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 66257 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29365 members 
Mstep: Class 34 contains 130938 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17127 members 
Mstep: Class 37 contains 7189 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 109848 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 77276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141768400.000000 Penalty: 97552.609375
Iteration 192Q: 44 clusters Score -1.417684e+08 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34044 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24360 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 97083 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 105741 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 5438 members 
Mstep: Class 14 contains 59557 members 
Mstep: Class 15 contains 117835 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 77979 members 
Mstep: Class 20 contains 13933 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 43766 members 
Mstep: Class 24 contains 12121 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 20141 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 66510 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29505 members 
Mstep: Class 34 contains 130652 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17154 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 111231 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 76623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141767440.000000 Penalty: 97552.609375
Iteration 193Q: 44 clusters Score -1.417674e+08 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33996 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24413 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 97920 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 105707 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 5430 members 
Mstep: Class 14 contains 57851 members 
Mstep: Class 15 contains 118846 members 
Mstep: Class 16 contains 42824 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 78131 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 43591 members 
Mstep: Class 24 contains 12112 members 
Mstep: Class 25 contains 8179 members 
Mstep: Class 26 contains 20264 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 66794 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29621 members 
Mstep: Class 34 contains 130457 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17176 members 
Mstep: Class 37 contains 7213 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 112377 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 75726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141766512.000000 Penalty: 97552.609375
Iteration 194Q: 44 clusters Score -1.417665e+08 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33957 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 98818 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 105707 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 56454 members 
Mstep: Class 15 contains 119822 members 
Mstep: Class 16 contains 42125 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 78305 members 
Mstep: Class 20 contains 13942 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 43421 members 
Mstep: Class 24 contains 12109 members 
Mstep: Class 25 contains 8173 members 
Mstep: Class 26 contains 20386 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67079 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29733 members 
Mstep: Class 34 contains 130261 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17212 members 
Mstep: Class 37 contains 7218 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113307 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141765376.000000 Penalty: 97552.609375
Iteration 195Q: 44 clusters Score -1.417654e+08 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33923 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 99665 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 14417 members 
Mstep: Class 11 contains 105707 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 5414 members 
Mstep: Class 14 contains 55404 members 
Mstep: Class 15 contains 120719 members 
Mstep: Class 16 contains 41445 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 78516 members 
Mstep: Class 20 contains 13933 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 43254 members 
Mstep: Class 24 contains 12112 members 
Mstep: Class 25 contains 8173 members 
Mstep: Class 26 contains 20440 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67386 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29844 members 
Mstep: Class 34 contains 130073 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17239 members 
Mstep: Class 37 contains 7225 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 114072 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 73477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141764176.000000 Penalty: 97552.609375
Iteration 196Q: 44 clusters Score -1.417642e+08 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33889 members 
Mstep: Class 3 contains 8325 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24658 members 
Mstep: Class 6 contains 4628 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 100567 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 14419 members 
Mstep: Class 11 contains 105707 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 5410 members 
Mstep: Class 14 contains 54567 members 
Mstep: Class 15 contains 121485 members 
Mstep: Class 16 contains 40834 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 78770 members 
Mstep: Class 20 contains 13938 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 43098 members 
Mstep: Class 24 contains 12106 members 
Mstep: Class 25 contains 8180 members 
Mstep: Class 26 contains 20456 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67673 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 29965 members 
Mstep: Class 34 contains 129857 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17262 members 
Mstep: Class 37 contains 7237 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1275 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 114706 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 72247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141763856.000000 Penalty: 97552.609375
Iteration 197Q: 44 clusters Score -1.417639e+08 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33857 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24749 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 101390 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 14425 members 
Mstep: Class 11 contains 105757 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 5410 members 
Mstep: Class 14 contains 53881 members 
Mstep: Class 15 contains 122254 members 
Mstep: Class 16 contains 40289 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 79038 members 
Mstep: Class 20 contains 13947 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42940 members 
Mstep: Class 24 contains 12102 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 67981 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30090 members 
Mstep: Class 34 contains 129711 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17274 members 
Mstep: Class 37 contains 7247 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115172 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 70889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141763056.000000 Penalty: 97552.609375
Iteration 198Q: 44 clusters Score -1.417631e+08 nChanged 6155
Entering ConstructFrom: 
Score: -141763056.000000 Penalty: 97552.609375
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14862.156250 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14862.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15281.041016 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15281.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15373.740234 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15373.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15436.203125 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -15436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15443.052734 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15443.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15445.238281 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15445.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15446.434570 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15446.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15446.434570 Penalty: 1892.489868
	Iteration 7F: 3 clusters Score -15446.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Entering Unmasked Estep 
Score: -4201973.000000 Penalty: 1694.772461
	Iteration 0F: 2 clusters Score -4201973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4179328.500000 Penalty: 3389.544922
	Iteration 0F: 3 clusters Score -4179328 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4187846.000000 Penalty: 3389.544922
	Iteration 1F: 3 clusters Score -4187846 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4188325.250000 Penalty: 3389.544922
	Iteration 2Q: 3 clusters Score -4188325 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4188918.250000 Penalty: 3389.544922
	Iteration 3Q: 3 clusters Score -4188918 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4189716.750000 Penalty: 3389.544922
	Iteration 4Q: 3 clusters Score -4189717 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4190838.500000 Penalty: 3389.544922
	Iteration 5F: 3 clusters Score -4190838 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -4192365.500000 Penalty: 3389.544922
	Iteration 6F: 3 clusters Score -4192366 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -4194211.250000 Penalty: 3389.544922
	Iteration 7F: 3 clusters Score -4194211 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4196023.500000 Penalty: 3389.544922
	Iteration 8F: 3 clusters Score -4196024 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4197423.000000 Penalty: 3389.544922
	Iteration 9F: 3 clusters Score -4197423 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4198450.500000 Penalty: 3389.544922
	Iteration 10Q: 3 clusters Score -4198450 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4199112.500000 Penalty: 3389.544922
	Iteration 11Q: 3 clusters Score -4199112 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4199573.500000 Penalty: 3389.544922
	Iteration 12Q: 3 clusters Score -4199574 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4199899.000000 Penalty: 3389.544922
	Iteration 13Q: 3 clusters Score -4199899 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4200108.500000 Penalty: 3389.544922
	Iteration 14Q: 3 clusters Score -4200108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4200282.500000 Penalty: 3389.544922
	Iteration 15Q: 3 clusters Score -4200282 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4200398.500000 Penalty: 3389.544922
	Iteration 16Q: 3 clusters Score -4200398 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4200480.000000 Penalty: 3389.544922
	Iteration 17Q: 3 clusters Score -4200480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4200544.500000 Penalty: 3389.544922
	Iteration 18Q: 3 clusters Score -4200544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4200583.500000 Penalty: 3389.544922
	Iteration 19Q: 3 clusters Score -4200584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4200614.500000 Penalty: 3389.544922
	Iteration 20F: 3 clusters Score -4200614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4200632.000000 Penalty: 3389.544922
	Iteration 21Q: 3 clusters Score -4200632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4200649.000000 Penalty: 3389.544922
	Iteration 22Q: 3 clusters Score -4200649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4200665.500000 Penalty: 3389.544922
	Iteration 23Q: 3 clusters Score -4200666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4200665.500000 Penalty: 3389.544922
	Iteration 24Q: 3 clusters Score -4200666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4200666.000000 Penalty: 3389.544922
	Iteration 25Q: 3 clusters Score -4200666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4200666.000000 Penalty: 3389.544922
	Iteration 26Q: 3 clusters Score -4200666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4200668.500000 Penalty: 3389.544922
	Iteration 27Q: 3 clusters Score -4200668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4200672.500000 Penalty: 3389.544922
	Iteration 28Q: 3 clusters Score -4200672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4200674.000000 Penalty: 3389.544922
	Iteration 29Q: 3 clusters Score -4200674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4200673.000000 Penalty: 3389.544922
	Iteration 30Q: 3 clusters Score -4200673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4200679.500000 Penalty: 3389.544922
	Iteration 31Q: 3 clusters Score -4200680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4200677.000000 Penalty: 3389.544922
	Iteration 32Q: 3 clusters Score -4200677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4200677.000000 Penalty: 3389.544922
	Iteration 33F: 3 clusters Score -4200677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -1022825.812500 Penalty: 1466.714722
	Iteration 0F: 2 clusters Score -1022826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1016862.187500 Penalty: 2933.429443
	Iteration 0F: 3 clusters Score -1016862 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1018708.062500 Penalty: 2933.429443
	Iteration 1F: 3 clusters Score -1018708 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1018968.750000 Penalty: 2933.429443
	Iteration 2F: 3 clusters Score -1018969 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1019236.562500 Penalty: 2933.429443
	Iteration 3F: 3 clusters Score -1019237 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1019539.375000 Penalty: 2933.429443
	Iteration 4F: 3 clusters Score -1019539 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1019876.625000 Penalty: 2933.429443
	Iteration 5F: 3 clusters Score -1019877 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1020214.000000 Penalty: 2933.429443
	Iteration 6F: 3 clusters Score -1020214 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1020495.500000 Penalty: 2933.429443
	Iteration 7F: 3 clusters Score -1020496 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1020736.687500 Penalty: 2933.429443
	Iteration 8Q: 3 clusters Score -1020737 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1020908.750000 Penalty: 2933.429443
	Iteration 9Q: 3 clusters Score -1020909 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1021037.187500 Penalty: 2933.429443
	Iteration 10Q: 3 clusters Score -1021037 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1021134.312500 Penalty: 2933.429443
	Iteration 11Q: 3 clusters Score -1021134 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1021202.500000 Penalty: 2933.429443
	Iteration 12Q: 3 clusters Score -1021202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1021260.562500 Penalty: 2933.429443
	Iteration 13Q: 3 clusters Score -1021261 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1021310.250000 Penalty: 2933.429443
	Iteration 14Q: 3 clusters Score -1021310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1021348.812500 Penalty: 2933.429443
	Iteration 15Q: 3 clusters Score -1021349 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1021375.000000 Penalty: 2933.429443
	Iteration 16Q: 3 clusters Score -1021375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1021394.937500 Penalty: 2933.429443
	Iteration 17Q: 3 clusters Score -1021395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1021409.937500 Penalty: 2933.429443
	Iteration 18Q: 3 clusters Score -1021410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1021419.437500 Penalty: 2933.429443
	Iteration 19Q: 3 clusters Score -1021419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1021433.250000 Penalty: 2933.429443
	Iteration 20F: 3 clusters Score -1021433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1021440.000000 Penalty: 2933.429443
	Iteration 21Q: 3 clusters Score -1021440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1021447.687500 Penalty: 2933.429443
	Iteration 22Q: 3 clusters Score -1021448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1021453.125000 Penalty: 2933.429443
	Iteration 23Q: 3 clusters Score -1021453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1021457.125000 Penalty: 2933.429443
	Iteration 24Q: 3 clusters Score -1021457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1021457.562500 Penalty: 2933.429443
	Iteration 25Q: 3 clusters Score -1021458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1021459.500000 Penalty: 2933.429443
	Iteration 26Q: 3 clusters Score -1021460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1021459.062500 Penalty: 2933.429443
	Iteration 27Q: 3 clusters Score -1021459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1021462.812500 Penalty: 2933.429443
	Iteration 28Q: 3 clusters Score -1021463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1021465.437500 Penalty: 2933.429443
	Iteration 29Q: 3 clusters Score -1021465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1021466.437500 Penalty: 2933.429443
	Iteration 30Q: 3 clusters Score -1021466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1021468.625000 Penalty: 2933.429443
	Iteration 31Q: 3 clusters Score -1021469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1021474.062500 Penalty: 2933.429443
	Iteration 32Q: 3 clusters Score -1021474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1021477.500000 Penalty: 2933.429443
	Iteration 33Q: 3 clusters Score -1021478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1021483.875000 Penalty: 2933.429443
	Iteration 34Q: 3 clusters Score -1021484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1021489.187500 Penalty: 2933.429443
	Iteration 35Q: 3 clusters Score -1021489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1021497.937500 Penalty: 2933.429443
	Iteration 36Q: 3 clusters Score -1021498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1021504.437500 Penalty: 2933.429443
	Iteration 37Q: 3 clusters Score -1021504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1021507.625000 Penalty: 2933.429443
	Iteration 38Q: 3 clusters Score -1021508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1021513.937500 Penalty: 2933.429443
	Iteration 39Q: 3 clusters Score -1021514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1021518.750000 Penalty: 2933.429443
	Iteration 40F: 3 clusters Score -1021519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1021525.125000 Penalty: 2933.429443
	Iteration 41Q: 3 clusters Score -1021525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1021531.062500 Penalty: 2933.429443
	Iteration 42Q: 3 clusters Score -1021531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1021534.625000 Penalty: 2933.429443
	Iteration 43Q: 3 clusters Score -1021535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1021539.500000 Penalty: 2933.429443
	Iteration 44Q: 3 clusters Score -1021540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1021547.875000 Penalty: 2933.429443
	Iteration 45Q: 3 clusters Score -1021548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1021552.875000 Penalty: 2933.429443
	Iteration 46Q: 3 clusters Score -1021553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1021557.250000 Penalty: 2933.429443
	Iteration 47Q: 3 clusters Score -1021557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1021560.437500 Penalty: 2933.429443
	Iteration 48Q: 3 clusters Score -1021560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1021563.062500 Penalty: 2933.429443
	Iteration 49Q: 3 clusters Score -1021563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1021568.500000 Penalty: 2933.429443
	Iteration 50Q: 3 clusters Score -1021568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1021567.937500 Penalty: 2933.429443
	Iteration 51Q: 3 clusters Score -1021568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1021569.687500 Penalty: 2933.429443
	Iteration 52Q: 3 clusters Score -1021570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1021571.812500 Penalty: 2933.429443
	Iteration 53Q: 3 clusters Score -1021572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1021572.562500 Penalty: 2933.429443
	Iteration 54Q: 3 clusters Score -1021573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1021574.187500 Penalty: 2933.429443
	Iteration 55Q: 3 clusters Score -1021574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1021575.562500 Penalty: 2933.429443
	Iteration 56Q: 3 clusters Score -1021576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1021574.750000 Penalty: 2933.429443
	Iteration 57Q: 3 clusters Score -1021575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1021575.312500 Penalty: 2933.429443
	Iteration 58Q: 3 clusters Score -1021575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1021574.625000 Penalty: 2933.429443
	Iteration 59Q: 3 clusters Score -1021575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1021574.937500 Penalty: 2933.429443
	Iteration 60F: 3 clusters Score -1021575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1021575.125000 Penalty: 2933.429443
	Iteration 61Q: 3 clusters Score -1021575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1021575.125000 Penalty: 2933.429443
	Iteration 62F: 3 clusters Score -1021575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30884.253906 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30884.25 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31266.185547 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31266.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31457.947266 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31457.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31532.470703 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -31532.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31569.142578 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31569.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31607.718750 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31607.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31631.292969 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -31631.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31645.664062 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -31645.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31651.029297 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -31651.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31653.197266 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -31653.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31653.197266 Penalty: 1905.680176
	Iteration 10F: 3 clusters Score -31653.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Entering Unmasked Estep 
Score: -3147300.000000 Penalty: 1644.691040
	Iteration 0F: 2 clusters Score -3147300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3130513.000000 Penalty: 3289.382080
	Iteration 0F: 3 clusters Score -3130513 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3136561.000000 Penalty: 3289.382080
	Iteration 1F: 3 clusters Score -3136561 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3136858.500000 Penalty: 3289.382080
	Iteration 2Q: 3 clusters Score -3136858 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3137149.000000 Penalty: 3289.382080
	Iteration 3Q: 3 clusters Score -3137149 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3137446.500000 Penalty: 3289.382080
	Iteration 4Q: 3 clusters Score -3137446 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3137820.000000 Penalty: 3289.382080
	Iteration 5Q: 3 clusters Score -3137820 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3138365.000000 Penalty: 3289.382080
	Iteration 6Q: 3 clusters Score -3138365 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3139056.500000 Penalty: 3289.382080
	Iteration 7Q: 3 clusters Score -3139056 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3139944.000000 Penalty: 3289.382080
	Iteration 8F: 3 clusters Score -3139944 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3140982.750000 Penalty: 3289.382080
	Iteration 9F: 3 clusters Score -3140983 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3142108.250000 Penalty: 3289.382080
	Iteration 10F: 3 clusters Score -3142108 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3143186.000000 Penalty: 3289.382080
	Iteration 11F: 3 clusters Score -3143186 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3143985.000000 Penalty: 3289.382080
	Iteration 12Q: 3 clusters Score -3143985 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3144631.500000 Penalty: 3289.382080
	Iteration 13Q: 3 clusters Score -3144632 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3145106.750000 Penalty: 3289.382080
	Iteration 14Q: 3 clusters Score -3145107 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3145387.500000 Penalty: 3289.382080
	Iteration 15Q: 3 clusters Score -3145388 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3145574.000000 Penalty: 3289.382080
	Iteration 16Q: 3 clusters Score -3145574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3145680.250000 Penalty: 3289.382080
	Iteration 17Q: 3 clusters Score -3145680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3145740.000000 Penalty: 3289.382080
	Iteration 18Q: 3 clusters Score -3145740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3145803.250000 Penalty: 3289.382080
	Iteration 19Q: 3 clusters Score -3145803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3145841.000000 Penalty: 3289.382080
	Iteration 20F: 3 clusters Score -3145841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3145869.000000 Penalty: 3289.382080
	Iteration 21Q: 3 clusters Score -3145869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3145885.500000 Penalty: 3289.382080
	Iteration 22Q: 3 clusters Score -3145886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3145893.500000 Penalty: 3289.382080
	Iteration 23Q: 3 clusters Score -3145894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3145907.750000 Penalty: 3289.382080
	Iteration 24Q: 3 clusters Score -3145908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3145917.000000 Penalty: 3289.382080
	Iteration 25Q: 3 clusters Score -3145917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3145923.000000 Penalty: 3289.382080
	Iteration 26Q: 3 clusters Score -3145923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3145929.000000 Penalty: 3289.382080
	Iteration 27Q: 3 clusters Score -3145929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3145932.000000 Penalty: 3289.382080
	Iteration 28Q: 3 clusters Score -3145932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3145935.000000 Penalty: 3289.382080
	Iteration 29Q: 3 clusters Score -3145935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3145931.500000 Penalty: 3289.382080
	Iteration 30Q: 3 clusters Score -3145932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3145933.500000 Penalty: 3289.382080
	Iteration 31Q: 3 clusters Score -3145934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3145933.500000 Penalty: 3289.382080
	Iteration 32F: 3 clusters Score -3145934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -549713.937500 Penalty: 1371.129028
	Iteration 0F: 2 clusters Score -549713.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -545950.562500 Penalty: 2742.258057
	Iteration 0F: 3 clusters Score -545950.6 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -547153.625000 Penalty: 2742.258057
	Iteration 1F: 3 clusters Score -547153.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -547651.812500 Penalty: 2742.258057
	Iteration 2F: 3 clusters Score -547651.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -548169.875000 Penalty: 2742.258057
	Iteration 3F: 3 clusters Score -548169.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -548569.375000 Penalty: 2742.258057
	Iteration 4F: 3 clusters Score -548569.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -548834.250000 Penalty: 2742.258057
	Iteration 5F: 3 clusters Score -548834.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -549023.000000 Penalty: 2742.258057
	Iteration 6Q: 3 clusters Score -549023 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -549172.000000 Penalty: 2742.258057
	Iteration 7Q: 3 clusters Score -549172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -549260.500000 Penalty: 2742.258057
	Iteration 8Q: 3 clusters Score -549260.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -549305.125000 Penalty: 2742.258057
	Iteration 9Q: 3 clusters Score -549305.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -549336.937500 Penalty: 2742.258057
	Iteration 10Q: 3 clusters Score -549336.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -549360.187500 Penalty: 2742.258057
	Iteration 11Q: 3 clusters Score -549360.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -549379.312500 Penalty: 2742.258057
	Iteration 12Q: 3 clusters Score -549379.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -549389.875000 Penalty: 2742.258057
	Iteration 13Q: 3 clusters Score -549389.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -549397.312500 Penalty: 2742.258057
	Iteration 14Q: 3 clusters Score -549397.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -549404.312500 Penalty: 2742.258057
	Iteration 15Q: 3 clusters Score -549404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -549408.437500 Penalty: 2742.258057
	Iteration 16Q: 3 clusters Score -549408.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -549412.625000 Penalty: 2742.258057
	Iteration 17Q: 3 clusters Score -549412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -549413.687500 Penalty: 2742.258057
	Iteration 18Q: 3 clusters Score -549413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -549414.812500 Penalty: 2742.258057
	Iteration 19Q: 3 clusters Score -549414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -549415.062500 Penalty: 2742.258057
	Iteration 20F: 3 clusters Score -549415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -549416.437500 Penalty: 2742.258057
	Iteration 21Q: 3 clusters Score -549416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -549415.937500 Penalty: 2742.258057
	Iteration 22Q: 3 clusters Score -549415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -549415.937500 Penalty: 2742.258057
	Iteration 23F: 3 clusters Score -549415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31028.609375 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -31028.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31381.830078 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31381.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31515.097656 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31515.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31582.296875 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -31582.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31617.939453 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -31617.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31654.472656 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31654.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31671.728516 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -31671.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31680.146484 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -31680.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31690.169922 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -31690.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31696.589844 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -31696.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31700.347656 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -31700.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31703.179688 Penalty: 1964.626709
	Iteration 11F: 3 clusters Score -31703.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31719.384766 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -31719.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31735.671875 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -31735.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31755.070312 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -31755.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31757.232422 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -31757.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31782.828125 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -31782.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31782.828125 Penalty: 1964.626709
	Iteration 17F: 3 clusters Score -31782.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Entering Unmasked Estep 
Score: -12834417.000000 Penalty: 1874.400879
	Iteration 0F: 2 clusters Score -1.283442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -12766588.000000 Penalty: 3748.801758
	Iteration 0F: 3 clusters Score -1.276659e+07 nChanged 48948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -12795552.000000 Penalty: 3748.801758
	Iteration 1F: 3 clusters Score -1.279555e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -12796671.000000 Penalty: 3748.801758
	Iteration 2Q: 3 clusters Score -1.279667e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -12798206.000000 Penalty: 3748.801758
	Iteration 3Q: 3 clusters Score -1.279821e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -12800447.000000 Penalty: 3748.801758
	Iteration 4Q: 3 clusters Score -1.280045e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -12803637.000000 Penalty: 3748.801758
	Iteration 5F: 3 clusters Score -1.280364e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -12808423.000000 Penalty: 3748.801758
	Iteration 6F: 3 clusters Score -1.280842e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -12814407.000000 Penalty: 3748.801758
	Iteration 7F: 3 clusters Score -1.281441e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -12820426.000000 Penalty: 3748.801758
	Iteration 8F: 3 clusters Score -1.282043e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -12825389.000000 Penalty: 3748.801758
	Iteration 9F: 3 clusters Score -1.282539e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -12828546.000000 Penalty: 3748.801758
	Iteration 10Q: 3 clusters Score -1.282855e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -12830316.000000 Penalty: 3748.801758
	Iteration 11Q: 3 clusters Score -1.283032e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -12831373.000000 Penalty: 3748.801758
	Iteration 12Q: 3 clusters Score -1.283137e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -12831872.000000 Penalty: 3748.801758
	Iteration 13Q: 3 clusters Score -1.283187e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -12832272.000000 Penalty: 3748.801758
	Iteration 14Q: 3 clusters Score -1.283227e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -12832435.000000 Penalty: 3748.801758
	Iteration 15Q: 3 clusters Score -1.283244e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -12832546.000000 Penalty: 3748.801758
	Iteration 16Q: 3 clusters Score -1.283255e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -12832628.000000 Penalty: 3748.801758
	Iteration 17Q: 3 clusters Score -1.283263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -12832676.000000 Penalty: 3748.801758
	Iteration 18Q: 3 clusters Score -1.283268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -12832720.000000 Penalty: 3748.801758
	Iteration 19Q: 3 clusters Score -1.283272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -12832727.000000 Penalty: 3748.801758
	Iteration 20F: 3 clusters Score -1.283273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -12832760.000000 Penalty: 3748.801758
	Iteration 21Q: 3 clusters Score -1.283276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -12832773.000000 Penalty: 3748.801758
	Iteration 22Q: 3 clusters Score -1.283277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -12832785.000000 Penalty: 3748.801758
	Iteration 23Q: 3 clusters Score -1.283278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -12832793.000000 Penalty: 3748.801758
	Iteration 24Q: 3 clusters Score -1.283279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -12832804.000000 Penalty: 3748.801758
	Iteration 25Q: 3 clusters Score -1.28328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -12832808.000000 Penalty: 3748.801758
	Iteration 26Q: 3 clusters Score -1.283281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -12832820.000000 Penalty: 3748.801758
	Iteration 27Q: 3 clusters Score -1.283282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 101843 members 
Entering Unmasked Estep 
Score: -12832830.000000 Penalty: 3748.801758
	Iteration 28Q: 3 clusters Score -1.283283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -12832829.000000 Penalty: 3748.801758
	Iteration 29Q: 3 clusters Score -1.283283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -12832829.000000 Penalty: 3748.801758
	Iteration 30Q: 3 clusters Score -1.283283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -12832831.000000 Penalty: 3748.801758
	Iteration 31Q: 3 clusters Score -1.283283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -12832829.000000 Penalty: 3748.801758
	Iteration 32Q: 3 clusters Score -1.283283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -12832832.000000 Penalty: 3748.801758
	Iteration 33Q: 3 clusters Score -1.283283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -12832828.000000 Penalty: 3748.801758
	Iteration 34Q: 3 clusters Score -1.283283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -12832828.000000 Penalty: 3748.801758
	Iteration 35F: 3 clusters Score -1.283283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -654702.062500 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -654702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -650398.250000 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -650398.2 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -651627.250000 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -651627.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -651878.937500 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -651878.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -652076.062500 Penalty: 2798.826904
	Iteration 3F: 3 clusters Score -652076.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -652235.062500 Penalty: 2798.826904
	Iteration 4Q: 3 clusters Score -652235.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -652387.125000 Penalty: 2798.826904
	Iteration 5Q: 3 clusters Score -652387.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -652540.937500 Penalty: 2798.826904
	Iteration 6Q: 3 clusters Score -652540.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -652691.312500 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -652691.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -652868.312500 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -652868.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -653033.562500 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -653033.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -653202.437500 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -653202.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -653334.625000 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -653334.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -653418.000000 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -653418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -653503.000000 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -653503 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -653575.875000 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -653575.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -653635.250000 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -653635.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -653680.062500 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -653680.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -653715.375000 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -653715.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -653737.687500 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -653737.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -653758.312500 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -653758.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -653775.500000 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -653775.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -653796.937500 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -653796.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -653819.812500 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -653819.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -653832.937500 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -653832.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -653838.562500 Penalty: 2798.826904
	Iteration 24Q: 3 clusters Score -653838.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -653843.000000 Penalty: 2798.826904
	Iteration 25Q: 3 clusters Score -653843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -653847.500000 Penalty: 2798.826904
	Iteration 26Q: 3 clusters Score -653847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -653848.125000 Penalty: 2798.826904
	Iteration 27Q: 3 clusters Score -653848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -653850.500000 Penalty: 2798.826904
	Iteration 28Q: 3 clusters Score -653850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -653849.750000 Penalty: 2798.826904
	Iteration 29Q: 3 clusters Score -653849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -653850.812500 Penalty: 2798.826904
	Iteration 30Q: 3 clusters Score -653850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -653851.312500 Penalty: 2798.826904
	Iteration 31Q: 3 clusters Score -653851.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -653851.437500 Penalty: 2798.826904
	Iteration 32Q: 3 clusters Score -653851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -653854.375000 Penalty: 2798.826904
	Iteration 33Q: 3 clusters Score -653854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -653856.187500 Penalty: 2798.826904
	Iteration 34Q: 3 clusters Score -653856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -653856.000000 Penalty: 2798.826904
	Iteration 35Q: 3 clusters Score -653856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -653857.437500 Penalty: 2798.826904
	Iteration 36Q: 3 clusters Score -653857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -653857.750000 Penalty: 2798.826904
	Iteration 37Q: 3 clusters Score -653857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -653857.812500 Penalty: 2798.826904
	Iteration 38Q: 3 clusters Score -653857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -653859.687500 Penalty: 2798.826904
	Iteration 39Q: 3 clusters Score -653859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -653859.687500 Penalty: 2798.826904
	Iteration 40F: 3 clusters Score -653859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Entering Unmasked Estep 
Score: -1766708.375000 Penalty: 1556.284302
	Iteration 0F: 2 clusters Score -1766708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1756796.250000 Penalty: 3112.568604
	Iteration 0F: 3 clusters Score -1756796 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1760526.500000 Penalty: 3112.568604
	Iteration 1F: 3 clusters Score -1760526 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1761080.250000 Penalty: 3112.568604
	Iteration 2F: 3 clusters Score -1761080 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1761546.000000 Penalty: 3112.568604
	Iteration 3F: 3 clusters Score -1761546 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1762025.750000 Penalty: 3112.568604
	Iteration 4F: 3 clusters Score -1762026 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1762437.500000 Penalty: 3112.568604
	Iteration 5F: 3 clusters Score -1762438 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1762816.500000 Penalty: 3112.568604
	Iteration 6Q: 3 clusters Score -1762816 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1763192.375000 Penalty: 3112.568604
	Iteration 7Q: 3 clusters Score -1763192 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1763600.875000 Penalty: 3112.568604
	Iteration 8Q: 3 clusters Score -1763601 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1764000.250000 Penalty: 3112.568604
	Iteration 9Q: 3 clusters Score -1764000 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1764301.250000 Penalty: 3112.568604
	Iteration 10Q: 3 clusters Score -1764301 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1764541.750000 Penalty: 3112.568604
	Iteration 11Q: 3 clusters Score -1764542 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1764708.875000 Penalty: 3112.568604
	Iteration 12Q: 3 clusters Score -1764709 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1764854.625000 Penalty: 3112.568604
	Iteration 13Q: 3 clusters Score -1764855 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1764980.375000 Penalty: 3112.568604
	Iteration 14Q: 3 clusters Score -1764980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1765061.750000 Penalty: 3112.568604
	Iteration 15Q: 3 clusters Score -1765062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1765130.750000 Penalty: 3112.568604
	Iteration 16Q: 3 clusters Score -1765131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1765180.250000 Penalty: 3112.568604
	Iteration 17Q: 3 clusters Score -1765180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1765219.375000 Penalty: 3112.568604
	Iteration 18Q: 3 clusters Score -1765219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1765255.375000 Penalty: 3112.568604
	Iteration 19Q: 3 clusters Score -1765255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1765278.000000 Penalty: 3112.568604
	Iteration 20F: 3 clusters Score -1765278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1765304.000000 Penalty: 3112.568604
	Iteration 21Q: 3 clusters Score -1765304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1765325.125000 Penalty: 3112.568604
	Iteration 22Q: 3 clusters Score -1765325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1765346.625000 Penalty: 3112.568604
	Iteration 23Q: 3 clusters Score -1765347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1765366.625000 Penalty: 3112.568604
	Iteration 24Q: 3 clusters Score -1765367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1765378.375000 Penalty: 3112.568604
	Iteration 25Q: 3 clusters Score -1765378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1765380.500000 Penalty: 3112.568604
	Iteration 26Q: 3 clusters Score -1765380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1765395.250000 Penalty: 3112.568604
	Iteration 27Q: 3 clusters Score -1765395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1765404.500000 Penalty: 3112.568604
	Iteration 28Q: 3 clusters Score -1765404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1765421.375000 Penalty: 3112.568604
	Iteration 29Q: 3 clusters Score -1765421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1765434.750000 Penalty: 3112.568604
	Iteration 30Q: 3 clusters Score -1765435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1765441.875000 Penalty: 3112.568604
	Iteration 31Q: 3 clusters Score -1765442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1765455.375000 Penalty: 3112.568604
	Iteration 32Q: 3 clusters Score -1765455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1765472.125000 Penalty: 3112.568604
	Iteration 33Q: 3 clusters Score -1765472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1765483.875000 Penalty: 3112.568604
	Iteration 34Q: 3 clusters Score -1765484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1765490.125000 Penalty: 3112.568604
	Iteration 35Q: 3 clusters Score -1765490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1765498.875000 Penalty: 3112.568604
	Iteration 36Q: 3 clusters Score -1765499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1765507.250000 Penalty: 3112.568604
	Iteration 37Q: 3 clusters Score -1765507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1765511.125000 Penalty: 3112.568604
	Iteration 38Q: 3 clusters Score -1765511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1765508.625000 Penalty: 3112.568604
	Iteration 39Q: 3 clusters Score -1765509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1765513.750000 Penalty: 3112.568604
	Iteration 40F: 3 clusters Score -1765514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1765513.125000 Penalty: 3112.568604
	Iteration 41Q: 3 clusters Score -1765513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1765511.750000 Penalty: 3112.568604
	Iteration 42Q: 3 clusters Score -1765512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1765510.750000 Penalty: 3112.568604
	Iteration 43Q: 3 clusters Score -1765511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1765511.375000 Penalty: 3112.568604
	Iteration 44Q: 3 clusters Score -1765511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1765511.750000 Penalty: 3112.568604
	Iteration 45Q: 3 clusters Score -1765512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1765514.000000 Penalty: 3112.568604
	Iteration 46Q: 3 clusters Score -1765514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1765510.250000 Penalty: 3112.568604
	Iteration 47Q: 3 clusters Score -1765510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1765511.750000 Penalty: 3112.568604
	Iteration 48Q: 3 clusters Score -1765512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1765510.500000 Penalty: 3112.568604
	Iteration 49Q: 3 clusters Score -1765510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1765510.500000 Penalty: 3112.568604
	Iteration 50F: 3 clusters Score -1765510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Entering Unmasked Estep 
Score: -13321249.000000 Penalty: 1879.999878
	Iteration 0F: 2 clusters Score -1.332125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -13251824.000000 Penalty: 3759.999756
	Iteration 0F: 3 clusters Score -1.325182e+07 nChanged 50737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -13282629.000000 Penalty: 3759.999756
	Iteration 1F: 3 clusters Score -1.328263e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -13284049.000000 Penalty: 3759.999756
	Iteration 2Q: 3 clusters Score -1.328405e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -13286083.000000 Penalty: 3759.999756
	Iteration 3Q: 3 clusters Score -1.328608e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -13288316.000000 Penalty: 3759.999756
	Iteration 4F: 3 clusters Score -1.328832e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -13290921.000000 Penalty: 3759.999756
	Iteration 5F: 3 clusters Score -1.329092e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -13293728.000000 Penalty: 3759.999756
	Iteration 6F: 3 clusters Score -1.329373e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -13296959.000000 Penalty: 3759.999756
	Iteration 7F: 3 clusters Score -1.329696e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -13300376.000000 Penalty: 3759.999756
	Iteration 8F: 3 clusters Score -1.330038e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -13303977.000000 Penalty: 3759.999756
	Iteration 9F: 3 clusters Score -1.330398e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -13307628.000000 Penalty: 3759.999756
	Iteration 10F: 3 clusters Score -1.330763e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -13310906.000000 Penalty: 3759.999756
	Iteration 11Q: 3 clusters Score -1.331091e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -13313880.000000 Penalty: 3759.999756
	Iteration 12Q: 3 clusters Score -1.331388e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -13316009.000000 Penalty: 3759.999756
	Iteration 13Q: 3 clusters Score -1.331601e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -13317654.000000 Penalty: 3759.999756
	Iteration 14Q: 3 clusters Score -1.331765e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13318575.000000 Penalty: 3759.999756
	Iteration 15Q: 3 clusters Score -1.331858e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13319158.000000 Penalty: 3759.999756
	Iteration 16Q: 3 clusters Score -1.331916e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13319379.000000 Penalty: 3759.999756
	Iteration 17Q: 3 clusters Score -1.331938e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13319503.000000 Penalty: 3759.999756
	Iteration 18Q: 3 clusters Score -1.33195e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13319618.000000 Penalty: 3759.999756
	Iteration 19Q: 3 clusters Score -1.331962e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13319657.000000 Penalty: 3759.999756
	Iteration 20F: 3 clusters Score -1.331966e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13319713.000000 Penalty: 3759.999756
	Iteration 21Q: 3 clusters Score -1.331971e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13319756.000000 Penalty: 3759.999756
	Iteration 22Q: 3 clusters Score -1.331976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104880 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13319783.000000 Penalty: 3759.999756
	Iteration 23Q: 3 clusters Score -1.331978e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13319793.000000 Penalty: 3759.999756
	Iteration 24Q: 3 clusters Score -1.331979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13319798.000000 Penalty: 3759.999756
	Iteration 25Q: 3 clusters Score -1.33198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13319811.000000 Penalty: 3759.999756
	Iteration 26Q: 3 clusters Score -1.331981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13319811.000000 Penalty: 3759.999756
	Iteration 27Q: 3 clusters Score -1.331981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13319811.000000 Penalty: 3759.999756
	Iteration 28Q: 3 clusters Score -1.331981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13319824.000000 Penalty: 3759.999756
	Iteration 29Q: 3 clusters Score -1.331982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104998 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13319876.000000 Penalty: 3759.999756
	Iteration 30Q: 3 clusters Score -1.331988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13319890.000000 Penalty: 3759.999756
	Iteration 31Q: 3 clusters Score -1.331989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13319906.000000 Penalty: 3759.999756
	Iteration 32Q: 3 clusters Score -1.331991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105026 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13319922.000000 Penalty: 3759.999756
	Iteration 33Q: 3 clusters Score -1.331992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13319928.000000 Penalty: 3759.999756
	Iteration 34Q: 3 clusters Score -1.331993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13319927.000000 Penalty: 3759.999756
	Iteration 35Q: 3 clusters Score -1.331993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13319950.000000 Penalty: 3759.999756
	Iteration 36Q: 3 clusters Score -1.331995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13319945.000000 Penalty: 3759.999756
	Iteration 37Q: 3 clusters Score -1.331994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13319949.000000 Penalty: 3759.999756
	Iteration 38Q: 3 clusters Score -1.331995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13319949.000000 Penalty: 3759.999756
	Iteration 39Q: 3 clusters Score -1.331995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13319945.000000 Penalty: 3759.999756
	Iteration 40F: 3 clusters Score -1.331994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13319947.000000 Penalty: 3759.999756
	Iteration 41Q: 3 clusters Score -1.331995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13319960.000000 Penalty: 3759.999756
	Iteration 42Q: 3 clusters Score -1.331996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13319960.000000 Penalty: 3759.999756
	Iteration 43Q: 3 clusters Score -1.331996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13319961.000000 Penalty: 3759.999756
	Iteration 44Q: 3 clusters Score -1.331996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13319950.000000 Penalty: 3759.999756
	Iteration 45Q: 3 clusters Score -1.331995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13319950.000000 Penalty: 3759.999756
	Iteration 46Q: 3 clusters Score -1.331995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13319955.000000 Penalty: 3759.999756
	Iteration 47Q: 3 clusters Score -1.331996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13319955.000000 Penalty: 3759.999756
	Iteration 48F: 3 clusters Score -1.331996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -630133.062500 Penalty: 1389.853760
	Iteration 0F: 2 clusters Score -630133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -626019.562500 Penalty: 2779.707520
	Iteration 0F: 3 clusters Score -626019.6 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -627226.687500 Penalty: 2779.707520
	Iteration 1F: 3 clusters Score -627226.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -627519.625000 Penalty: 2779.707520
	Iteration 2F: 3 clusters Score -627519.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -627759.750000 Penalty: 2779.707520
	Iteration 3F: 3 clusters Score -627759.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -627945.312500 Penalty: 2779.707520
	Iteration 4F: 3 clusters Score -627945.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -628130.187500 Penalty: 2779.707520
	Iteration 5F: 3 clusters Score -628130.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -628282.750000 Penalty: 2779.707520
	Iteration 6Q: 3 clusters Score -628282.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -628434.875000 Penalty: 2779.707520
	Iteration 7Q: 3 clusters Score -628434.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -628596.500000 Penalty: 2779.707520
	Iteration 8Q: 3 clusters Score -628596.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -628765.812500 Penalty: 2779.707520
	Iteration 9Q: 3 clusters Score -628765.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -628910.312500 Penalty: 2779.707520
	Iteration 10Q: 3 clusters Score -628910.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -629044.187500 Penalty: 2779.707520
	Iteration 11Q: 3 clusters Score -629044.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -629174.062500 Penalty: 2779.707520
	Iteration 12Q: 3 clusters Score -629174.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -629303.625000 Penalty: 2779.707520
	Iteration 13Q: 3 clusters Score -629303.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -629405.937500 Penalty: 2779.707520
	Iteration 14Q: 3 clusters Score -629405.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -629465.000000 Penalty: 2779.707520
	Iteration 15Q: 3 clusters Score -629465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -629493.750000 Penalty: 2779.707520
	Iteration 16Q: 3 clusters Score -629493.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -629512.437500 Penalty: 2779.707520
	Iteration 17Q: 3 clusters Score -629512.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -629524.437500 Penalty: 2779.707520
	Iteration 18Q: 3 clusters Score -629524.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -629530.750000 Penalty: 2779.707520
	Iteration 19Q: 3 clusters Score -629530.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -629536.687500 Penalty: 2779.707520
	Iteration 20F: 3 clusters Score -629536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -629541.625000 Penalty: 2779.707520
	Iteration 21Q: 3 clusters Score -629541.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -629545.125000 Penalty: 2779.707520
	Iteration 22Q: 3 clusters Score -629545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -629548.250000 Penalty: 2779.707520
	Iteration 23Q: 3 clusters Score -629548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -629551.937500 Penalty: 2779.707520
	Iteration 24Q: 3 clusters Score -629551.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -629557.062500 Penalty: 2779.707520
	Iteration 25Q: 3 clusters Score -629557.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -629559.375000 Penalty: 2779.707520
	Iteration 26Q: 3 clusters Score -629559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -629561.312500 Penalty: 2779.707520
	Iteration 27Q: 3 clusters Score -629561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -629561.250000 Penalty: 2779.707520
	Iteration 28Q: 3 clusters Score -629561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -629561.250000 Penalty: 2779.707520
	Iteration 29F: 3 clusters Score -629561.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -661424.312500 Penalty: 1396.700439
	Iteration 0F: 2 clusters Score -661424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -657200.937500 Penalty: 2793.400879
	Iteration 0F: 3 clusters Score -657200.9 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -658356.500000 Penalty: 2793.400879
	Iteration 1F: 3 clusters Score -658356.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -658596.812500 Penalty: 2793.400879
	Iteration 2F: 3 clusters Score -658596.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -658790.500000 Penalty: 2793.400879
	Iteration 3F: 3 clusters Score -658790.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -658951.187500 Penalty: 2793.400879
	Iteration 4F: 3 clusters Score -658951.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -659103.625000 Penalty: 2793.400879
	Iteration 5Q: 3 clusters Score -659103.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -659269.375000 Penalty: 2793.400879
	Iteration 6Q: 3 clusters Score -659269.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -659408.062500 Penalty: 2793.400879
	Iteration 7Q: 3 clusters Score -659408.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -659546.625000 Penalty: 2793.400879
	Iteration 8Q: 3 clusters Score -659546.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -659675.500000 Penalty: 2793.400879
	Iteration 9Q: 3 clusters Score -659675.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -659823.437500 Penalty: 2793.400879
	Iteration 10Q: 3 clusters Score -659823.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -659938.812500 Penalty: 2793.400879
	Iteration 11Q: 3 clusters Score -659938.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -660044.937500 Penalty: 2793.400879
	Iteration 12Q: 3 clusters Score -660044.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -660128.062500 Penalty: 2793.400879
	Iteration 13Q: 3 clusters Score -660128.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -660201.187500 Penalty: 2793.400879
	Iteration 14Q: 3 clusters Score -660201.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -660263.937500 Penalty: 2793.400879
	Iteration 15Q: 3 clusters Score -660263.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -660307.937500 Penalty: 2793.400879
	Iteration 16Q: 3 clusters Score -660307.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -660343.250000 Penalty: 2793.400879
	Iteration 17Q: 3 clusters Score -660343.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -660370.187500 Penalty: 2793.400879
	Iteration 18Q: 3 clusters Score -660370.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -660394.562500 Penalty: 2793.400879
	Iteration 19Q: 3 clusters Score -660394.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -660421.250000 Penalty: 2793.400879
	Iteration 20F: 3 clusters Score -660421.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -660451.812500 Penalty: 2793.400879
	Iteration 21Q: 3 clusters Score -660451.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -660487.437500 Penalty: 2793.400879
	Iteration 22Q: 3 clusters Score -660487.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -660512.937500 Penalty: 2793.400879
	Iteration 23Q: 3 clusters Score -660512.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -660530.625000 Penalty: 2793.400879
	Iteration 24Q: 3 clusters Score -660530.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -660544.625000 Penalty: 2793.400879
	Iteration 25Q: 3 clusters Score -660544.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -660552.062500 Penalty: 2793.400879
	Iteration 26Q: 3 clusters Score -660552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -660560.687500 Penalty: 2793.400879
	Iteration 27Q: 3 clusters Score -660560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -660562.437500 Penalty: 2793.400879
	Iteration 28Q: 3 clusters Score -660562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -660563.437500 Penalty: 2793.400879
	Iteration 29Q: 3 clusters Score -660563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -660563.437500 Penalty: 2793.400879
	Iteration 30F: 3 clusters Score -660563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Entering Unmasked Estep 
Score: -6756411.000000 Penalty: 1768.575439
	Iteration 0F: 2 clusters Score -6756411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6720721.500000 Penalty: 3537.150879
	Iteration 0F: 3 clusters Score -6720722 nChanged 25105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6735117.500000 Penalty: 3537.150879
	Iteration 1F: 3 clusters Score -6735118 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -6735690.000000 Penalty: 3537.150879
	Iteration 2Q: 3 clusters Score -6735690 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -6736295.500000 Penalty: 3537.150879
	Iteration 3Q: 3 clusters Score -6736296 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -6737225.500000 Penalty: 3537.150879
	Iteration 4Q: 3 clusters Score -6737226 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -6738563.000000 Penalty: 3537.150879
	Iteration 5Q: 3 clusters Score -6738563 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -6740488.500000 Penalty: 3537.150879
	Iteration 6F: 3 clusters Score -6740488 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -6743604.000000 Penalty: 3537.150879
	Iteration 7F: 3 clusters Score -6743604 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -6747397.500000 Penalty: 3537.150879
	Iteration 8F: 3 clusters Score -6747398 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -6750760.500000 Penalty: 3537.150879
	Iteration 9F: 3 clusters Score -6750760 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6752877.500000 Penalty: 3537.150879
	Iteration 10Q: 3 clusters Score -6752878 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6753854.000000 Penalty: 3537.150879
	Iteration 11Q: 3 clusters Score -6753854 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -6754307.500000 Penalty: 3537.150879
	Iteration 12Q: 3 clusters Score -6754308 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -6754553.000000 Penalty: 3537.150879
	Iteration 13Q: 3 clusters Score -6754553 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -6754675.500000 Penalty: 3537.150879
	Iteration 14Q: 3 clusters Score -6754676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -6754748.000000 Penalty: 3537.150879
	Iteration 15Q: 3 clusters Score -6754748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -6754784.000000 Penalty: 3537.150879
	Iteration 16Q: 3 clusters Score -6754784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -6754802.000000 Penalty: 3537.150879
	Iteration 17Q: 3 clusters Score -6754802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -6754827.500000 Penalty: 3537.150879
	Iteration 18Q: 3 clusters Score -6754828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -6754844.500000 Penalty: 3537.150879
	Iteration 19Q: 3 clusters Score -6754844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -6754857.500000 Penalty: 3537.150879
	Iteration 20F: 3 clusters Score -6754858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -6754866.500000 Penalty: 3537.150879
	Iteration 21Q: 3 clusters Score -6754866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -6754885.000000 Penalty: 3537.150879
	Iteration 22Q: 3 clusters Score -6754885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -6754887.500000 Penalty: 3537.150879
	Iteration 23Q: 3 clusters Score -6754888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -6754892.000000 Penalty: 3537.150879
	Iteration 24Q: 3 clusters Score -6754892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -6754894.500000 Penalty: 3537.150879
	Iteration 25Q: 3 clusters Score -6754894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -6754898.500000 Penalty: 3537.150879
	Iteration 26Q: 3 clusters Score -6754898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -6754902.500000 Penalty: 3537.150879
	Iteration 27Q: 3 clusters Score -6754902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -6754904.000000 Penalty: 3537.150879
	Iteration 28Q: 3 clusters Score -6754904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -6754906.500000 Penalty: 3537.150879
	Iteration 29Q: 3 clusters Score -6754906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -6754908.500000 Penalty: 3537.150879
	Iteration 30Q: 3 clusters Score -6754908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -6754910.000000 Penalty: 3537.150879
	Iteration 31Q: 3 clusters Score -6754910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6754908.000000 Penalty: 3537.150879
	Iteration 32Q: 3 clusters Score -6754908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -6754913.000000 Penalty: 3537.150879
	Iteration 33Q: 3 clusters Score -6754913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6754913.500000 Penalty: 3537.150879
	Iteration 34Q: 3 clusters Score -6754914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6754913.500000 Penalty: 3537.150879
	Iteration 35F: 3 clusters Score -6754914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122965 members 
Entering Unmasked Estep 
Score: -15562628.000000 Penalty: 1904.443970
	Iteration 0F: 2 clusters Score -1.556263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -15485091.000000 Penalty: 3808.887939
	Iteration 0F: 3 clusters Score -1.548509e+07 nChanged 58874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -15519387.000000 Penalty: 3808.887939
	Iteration 1F: 3 clusters Score -1.551939e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -15520188.000000 Penalty: 3808.887939
	Iteration 2Q: 3 clusters Score -1.552019e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -15521277.000000 Penalty: 3808.887939
	Iteration 3Q: 3 clusters Score -1.552128e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -15523414.000000 Penalty: 3808.887939
	Iteration 4Q: 3 clusters Score -1.552341e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -15527172.000000 Penalty: 3808.887939
	Iteration 5F: 3 clusters Score -1.552717e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -15533098.000000 Penalty: 3808.887939
	Iteration 6F: 3 clusters Score -1.55331e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -15540907.000000 Penalty: 3808.887939
	Iteration 7F: 3 clusters Score -1.554091e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -15548729.000000 Penalty: 3808.887939
	Iteration 8F: 3 clusters Score -1.554873e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -15554091.000000 Penalty: 3808.887939
	Iteration 9F: 3 clusters Score -1.555409e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -15557131.000000 Penalty: 3808.887939
	Iteration 10Q: 3 clusters Score -1.555713e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -15558790.000000 Penalty: 3808.887939
	Iteration 11Q: 3 clusters Score -1.555879e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 117385 members 
Entering Unmasked Estep 
Score: -15559640.000000 Penalty: 3808.887939
	Iteration 12Q: 3 clusters Score -1.555964e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 118830 members 
Entering Unmasked Estep 
Score: -15560087.000000 Penalty: 3808.887939
	Iteration 13Q: 3 clusters Score -1.556009e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 119854 members 
Entering Unmasked Estep 
Score: -15560448.000000 Penalty: 3808.887939
	Iteration 14Q: 3 clusters Score -1.556045e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 120566 members 
Entering Unmasked Estep 
Score: -15560669.000000 Penalty: 3808.887939
	Iteration 15Q: 3 clusters Score -1.556067e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 121081 members 
Entering Unmasked Estep 
Score: -15560850.000000 Penalty: 3808.887939
	Iteration 16Q: 3 clusters Score -1.556085e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -15560922.000000 Penalty: 3808.887939
	Iteration 17Q: 3 clusters Score -1.556092e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -15561003.000000 Penalty: 3808.887939
	Iteration 18Q: 3 clusters Score -1.5561e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -15561043.000000 Penalty: 3808.887939
	Iteration 19Q: 3 clusters Score -1.556104e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 121945 members 
Entering Unmasked Estep 
Score: -15561103.000000 Penalty: 3808.887939
	Iteration 20F: 3 clusters Score -1.55611e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 122042 members 
Entering Unmasked Estep 
Score: -15561142.000000 Penalty: 3808.887939
	Iteration 21Q: 3 clusters Score -1.556114e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -15561156.000000 Penalty: 3808.887939
	Iteration 22Q: 3 clusters Score -1.556116e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 122169 members 
Entering Unmasked Estep 
Score: -15561166.000000 Penalty: 3808.887939
	Iteration 23Q: 3 clusters Score -1.556117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -15561171.000000 Penalty: 3808.887939
	Iteration 24Q: 3 clusters Score -1.556117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 122239 members 
Entering Unmasked Estep 
Score: -15561184.000000 Penalty: 3808.887939
	Iteration 25Q: 3 clusters Score -1.556118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -15561187.000000 Penalty: 3808.887939
	Iteration 26Q: 3 clusters Score -1.556119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -15561168.000000 Penalty: 3808.887939
	Iteration 27Q: 3 clusters Score -1.556117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -15561192.000000 Penalty: 3808.887939
	Iteration 28Q: 3 clusters Score -1.556119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 122302 members 
Entering Unmasked Estep 
Score: -15561185.000000 Penalty: 3808.887939
	Iteration 29Q: 3 clusters Score -1.556118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -15561184.000000 Penalty: 3808.887939
	Iteration 30Q: 3 clusters Score -1.556118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 122314 members 
Entering Unmasked Estep 
Score: -15561185.000000 Penalty: 3808.887939
	Iteration 31Q: 3 clusters Score -1.556118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -15561185.000000 Penalty: 3808.887939
	Iteration 32Q: 3 clusters Score -1.556118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -15561202.000000 Penalty: 3808.887939
	Iteration 33Q: 3 clusters Score -1.55612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -15561206.000000 Penalty: 3808.887939
	Iteration 34Q: 3 clusters Score -1.556121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -15561204.000000 Penalty: 3808.887939
	Iteration 35Q: 3 clusters Score -1.55612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 122342 members 
Entering Unmasked Estep 
Score: -15561199.000000 Penalty: 3808.887939
	Iteration 36Q: 3 clusters Score -1.55612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -15561204.000000 Penalty: 3808.887939
	Iteration 37Q: 3 clusters Score -1.55612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -15561204.000000 Penalty: 3808.887939
	Iteration 38Q: 3 clusters Score -1.55612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 122347 members 
Entering Unmasked Estep 
Score: -15561206.000000 Penalty: 3808.887939
	Iteration 39Q: 3 clusters Score -1.556121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 122351 members 
Entering Unmasked Estep 
Score: -15561202.000000 Penalty: 3808.887939
	Iteration 40F: 3 clusters Score -1.55612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 122355 members 
Entering Unmasked Estep 
Score: -15561198.000000 Penalty: 3808.887939
	Iteration 41Q: 3 clusters Score -1.55612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -15561202.000000 Penalty: 3808.887939
	Iteration 42Q: 3 clusters Score -1.55612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 122362 members 
Entering Unmasked Estep 
Score: -15561202.000000 Penalty: 3808.887939
	Iteration 43Q: 3 clusters Score -1.55612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 122366 members 
Entering Unmasked Estep 
Score: -15561208.000000 Penalty: 3808.887939
	Iteration 44Q: 3 clusters Score -1.556121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 122370 members 
Entering Unmasked Estep 
Score: -15561211.000000 Penalty: 3808.887939
	Iteration 45Q: 3 clusters Score -1.556121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -15561213.000000 Penalty: 3808.887939
	Iteration 46Q: 3 clusters Score -1.556121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 122371 members 
Entering Unmasked Estep 
Score: -15561208.000000 Penalty: 3808.887939
	Iteration 47Q: 3 clusters Score -1.556121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -15561208.000000 Penalty: 3808.887939
	Iteration 48Q: 3 clusters Score -1.556121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -15561209.000000 Penalty: 3808.887939
	Iteration 49Q: 3 clusters Score -1.556121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -15561207.000000 Penalty: 3808.887939
	Iteration 50Q: 3 clusters Score -1.556121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -15561207.000000 Penalty: 3808.887939
	Iteration 51F: 3 clusters Score -1.556121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Entering Unmasked Estep 
Score: -4994921.500000 Penalty: 1720.962891
	Iteration 0F: 2 clusters Score -4994922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4968290.000000 Penalty: 3441.925781
	Iteration 0F: 3 clusters Score -4968290 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -4978589.000000 Penalty: 3441.925781
	Iteration 1F: 3 clusters Score -4978589 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4979025.000000 Penalty: 3441.925781
	Iteration 2Q: 3 clusters Score -4979025 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4979409.000000 Penalty: 3441.925781
	Iteration 3Q: 3 clusters Score -4979409 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4979878.000000 Penalty: 3441.925781
	Iteration 4Q: 3 clusters Score -4979878 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4980352.500000 Penalty: 3441.925781
	Iteration 5Q: 3 clusters Score -4980352 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4981070.500000 Penalty: 3441.925781
	Iteration 6Q: 3 clusters Score -4981070 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4982104.500000 Penalty: 3441.925781
	Iteration 7Q: 3 clusters Score -4982104 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4983762.500000 Penalty: 3441.925781
	Iteration 8F: 3 clusters Score -4983762 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4986383.500000 Penalty: 3441.925781
	Iteration 9F: 3 clusters Score -4986384 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4989001.000000 Penalty: 3441.925781
	Iteration 10F: 3 clusters Score -4989001 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4990543.500000 Penalty: 3441.925781
	Iteration 11F: 3 clusters Score -4990544 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4991376.500000 Penalty: 3441.925781
	Iteration 12Q: 3 clusters Score -4991376 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4992089.500000 Penalty: 3441.925781
	Iteration 13Q: 3 clusters Score -4992090 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4992540.000000 Penalty: 3441.925781
	Iteration 14Q: 3 clusters Score -4992540 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4992786.000000 Penalty: 3441.925781
	Iteration 15Q: 3 clusters Score -4992786 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4992944.500000 Penalty: 3441.925781
	Iteration 16Q: 3 clusters Score -4992944 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4993043.000000 Penalty: 3441.925781
	Iteration 17Q: 3 clusters Score -4993043 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4993102.000000 Penalty: 3441.925781
	Iteration 18Q: 3 clusters Score -4993102 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4993142.000000 Penalty: 3441.925781
	Iteration 19Q: 3 clusters Score -4993142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4993144.500000 Penalty: 3441.925781
	Iteration 20F: 3 clusters Score -4993144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4993157.000000 Penalty: 3441.925781
	Iteration 21Q: 3 clusters Score -4993157 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -4993172.500000 Penalty: 3441.925781
	Iteration 22Q: 3 clusters Score -4993172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4993179.000000 Penalty: 3441.925781
	Iteration 23Q: 3 clusters Score -4993179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4993203.000000 Penalty: 3441.925781
	Iteration 24Q: 3 clusters Score -4993203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4993207.500000 Penalty: 3441.925781
	Iteration 25Q: 3 clusters Score -4993208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4993215.000000 Penalty: 3441.925781
	Iteration 26Q: 3 clusters Score -4993215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4993221.500000 Penalty: 3441.925781
	Iteration 27Q: 3 clusters Score -4993222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4993203.500000 Penalty: 3441.925781
	Iteration 28Q: 3 clusters Score -4993204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4993207.000000 Penalty: 3441.925781
	Iteration 29Q: 3 clusters Score -4993207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4993218.000000 Penalty: 3441.925781
	Iteration 30Q: 3 clusters Score -4993218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -4993213.000000 Penalty: 3441.925781
	Iteration 31Q: 3 clusters Score -4993213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4993216.000000 Penalty: 3441.925781
	Iteration 32Q: 3 clusters Score -4993216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4993219.500000 Penalty: 3441.925781
	Iteration 33Q: 3 clusters Score -4993220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4993217.500000 Penalty: 3441.925781
	Iteration 34Q: 3 clusters Score -4993218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4993218.000000 Penalty: 3441.925781
	Iteration 35Q: 3 clusters Score -4993218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4993213.000000 Penalty: 3441.925781
	Iteration 36Q: 3 clusters Score -4993213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4993223.000000 Penalty: 3441.925781
	Iteration 37Q: 3 clusters Score -4993223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4993215.000000 Penalty: 3441.925781
	Iteration 38Q: 3 clusters Score -4993215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4993225.500000 Penalty: 3441.925781
	Iteration 39Q: 3 clusters Score -4993226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4993226.000000 Penalty: 3441.925781
	Iteration 40F: 3 clusters Score -4993226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -4993226.500000 Penalty: 3441.925781
	Iteration 41Q: 3 clusters Score -4993226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4993226.500000 Penalty: 3441.925781
	Iteration 42Q: 3 clusters Score -4993226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -4993221.000000 Penalty: 3441.925781
	Iteration 43Q: 3 clusters Score -4993221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4993217.500000 Penalty: 3441.925781
	Iteration 44Q: 3 clusters Score -4993218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4993219.000000 Penalty: 3441.925781
	Iteration 45Q: 3 clusters Score -4993219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4993218.000000 Penalty: 3441.925781
	Iteration 46Q: 3 clusters Score -4993218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4993214.000000 Penalty: 3441.925781
	Iteration 47Q: 3 clusters Score -4993214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4993214.500000 Penalty: 3441.925781
	Iteration 48Q: 3 clusters Score -4993214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4993226.000000 Penalty: 3441.925781
	Iteration 49Q: 3 clusters Score -4993226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4993229.000000 Penalty: 3441.925781
	Iteration 50Q: 3 clusters Score -4993229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -4993235.000000 Penalty: 3441.925781
	Iteration 51Q: 3 clusters Score -4993235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4993241.000000 Penalty: 3441.925781
	Iteration 52Q: 3 clusters Score -4993241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -4993235.000000 Penalty: 3441.925781
	Iteration 53Q: 3 clusters Score -4993235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4993239.500000 Penalty: 3441.925781
	Iteration 54Q: 3 clusters Score -4993240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4993241.000000 Penalty: 3441.925781
	Iteration 55Q: 3 clusters Score -4993241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4993238.000000 Penalty: 3441.925781
	Iteration 56Q: 3 clusters Score -4993238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -4993240.000000 Penalty: 3441.925781
	Iteration 57Q: 3 clusters Score -4993240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4993246.000000 Penalty: 3441.925781
	Iteration 58Q: 3 clusters Score -4993246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4993242.000000 Penalty: 3441.925781
	Iteration 59Q: 3 clusters Score -4993242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4993243.500000 Penalty: 3441.925781
	Iteration 60F: 3 clusters Score -4993244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4993242.500000 Penalty: 3441.925781
	Iteration 61Q: 3 clusters Score -4993242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4993238.000000 Penalty: 3441.925781
	Iteration 62Q: 3 clusters Score -4993238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4993242.000000 Penalty: 3441.925781
	Iteration 63Q: 3 clusters Score -4993242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4993241.500000 Penalty: 3441.925781
	Iteration 64Q: 3 clusters Score -4993242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4993240.500000 Penalty: 3441.925781
	Iteration 65Q: 3 clusters Score -4993240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -4993241.000000 Penalty: 3441.925781
	Iteration 66Q: 3 clusters Score -4993241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4993246.000000 Penalty: 3441.925781
	Iteration 67Q: 3 clusters Score -4993246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4993247.500000 Penalty: 3441.925781
	Iteration 68Q: 3 clusters Score -4993248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -4993249.000000 Penalty: 3441.925781
	Iteration 69Q: 3 clusters Score -4993249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4993249.000000 Penalty: 3441.925781
	Iteration 70Q: 3 clusters Score -4993249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4993249.500000 Penalty: 3441.925781
	Iteration 71Q: 3 clusters Score -4993250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4993248.500000 Penalty: 3441.925781
	Iteration 72Q: 3 clusters Score -4993248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4993250.500000 Penalty: 3441.925781
	Iteration 73Q: 3 clusters Score -4993250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4993249.000000 Penalty: 3441.925781
	Iteration 74Q: 3 clusters Score -4993249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4993253.500000 Penalty: 3441.925781
	Iteration 75Q: 3 clusters Score -4993254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4993253.500000 Penalty: 3441.925781
	Iteration 76Q: 3 clusters Score -4993254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4993252.000000 Penalty: 3441.925781
	Iteration 77Q: 3 clusters Score -4993252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4993250.500000 Penalty: 3441.925781
	Iteration 78Q: 3 clusters Score -4993250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4993255.500000 Penalty: 3441.925781
	Iteration 79Q: 3 clusters Score -4993256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -4993249.500000 Penalty: 3441.925781
	Iteration 80F: 3 clusters Score -4993250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4993247.500000 Penalty: 3441.925781
	Iteration 81Q: 3 clusters Score -4993248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4993255.500000 Penalty: 3441.925781
	Iteration 82Q: 3 clusters Score -4993256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4993254.500000 Penalty: 3441.925781
	Iteration 83Q: 3 clusters Score -4993254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4993252.500000 Penalty: 3441.925781
	Iteration 84Q: 3 clusters Score -4993252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4993250.000000 Penalty: 3441.925781
	Iteration 85Q: 3 clusters Score -4993250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4993252.500000 Penalty: 3441.925781
	Iteration 86Q: 3 clusters Score -4993252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4993251.000000 Penalty: 3441.925781
	Iteration 87Q: 3 clusters Score -4993251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4993253.000000 Penalty: 3441.925781
	Iteration 88Q: 3 clusters Score -4993253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4993255.500000 Penalty: 3441.925781
	Iteration 89Q: 3 clusters Score -4993256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4993260.000000 Penalty: 3441.925781
	Iteration 90Q: 3 clusters Score -4993260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4993268.500000 Penalty: 3441.925781
	Iteration 91Q: 3 clusters Score -4993268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4993278.000000 Penalty: 3441.925781
	Iteration 92Q: 3 clusters Score -4993278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4993274.000000 Penalty: 3441.925781
	Iteration 93Q: 3 clusters Score -4993274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4993277.000000 Penalty: 3441.925781
	Iteration 94Q: 3 clusters Score -4993277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4993278.000000 Penalty: 3441.925781
	Iteration 95Q: 3 clusters Score -4993278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -4993280.500000 Penalty: 3441.925781
	Iteration 96Q: 3 clusters Score -4993280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4993281.000000 Penalty: 3441.925781
	Iteration 97Q: 3 clusters Score -4993281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4993278.500000 Penalty: 3441.925781
	Iteration 98Q: 3 clusters Score -4993278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4993281.500000 Penalty: 3441.925781
	Iteration 99Q: 3 clusters Score -4993282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4993284.000000 Penalty: 3441.925781
	Iteration 100F: 3 clusters Score -4993284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4993282.000000 Penalty: 3441.925781
	Iteration 101Q: 3 clusters Score -4993282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -4993283.000000 Penalty: 3441.925781
	Iteration 102Q: 3 clusters Score -4993283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4993285.500000 Penalty: 3441.925781
	Iteration 103Q: 3 clusters Score -4993286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4993285.500000 Penalty: 3441.925781
	Iteration 104Q: 3 clusters Score -4993286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4993288.500000 Penalty: 3441.925781
	Iteration 105Q: 3 clusters Score -4993288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4993280.500000 Penalty: 3441.925781
	Iteration 106Q: 3 clusters Score -4993280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4993277.000000 Penalty: 3441.925781
	Iteration 107Q: 3 clusters Score -4993277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4993282.500000 Penalty: 3441.925781
	Iteration 108Q: 3 clusters Score -4993282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4993286.500000 Penalty: 3441.925781
	Iteration 109Q: 3 clusters Score -4993286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -4993290.000000 Penalty: 3441.925781
	Iteration 110Q: 3 clusters Score -4993290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4993280.500000 Penalty: 3441.925781
	Iteration 111Q: 3 clusters Score -4993280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4993282.000000 Penalty: 3441.925781
	Iteration 112Q: 3 clusters Score -4993282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4993281.000000 Penalty: 3441.925781
	Iteration 113Q: 3 clusters Score -4993281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4993281.000000 Penalty: 3441.925781
	Iteration 114F: 3 clusters Score -4993281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -61327.843750 Penalty: 1037.594116
	Iteration 0F: 2 clusters Score -61327.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60202.609375 Penalty: 2075.188232
	Iteration 0F: 3 clusters Score -60202.61 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60526.964844 Penalty: 2075.188232
	Iteration 1F: 3 clusters Score -60526.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60724.132812 Penalty: 2075.188232
	Iteration 2F: 3 clusters Score -60724.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60806.792969 Penalty: 2075.188232
	Iteration 3F: 3 clusters Score -60806.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60841.062500 Penalty: 2075.188232
	Iteration 4Q: 3 clusters Score -60841.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60877.156250 Penalty: 2075.188232
	Iteration 5Q: 3 clusters Score -60877.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60926.917969 Penalty: 2075.188232
	Iteration 6Q: 3 clusters Score -60926.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60965.281250 Penalty: 2075.188232
	Iteration 7Q: 3 clusters Score -60965.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60987.687500 Penalty: 2075.188232
	Iteration 8Q: 3 clusters Score -60987.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60999.074219 Penalty: 2075.188232
	Iteration 9Q: 3 clusters Score -60999.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61013.550781 Penalty: 2075.188232
	Iteration 10Q: 3 clusters Score -61013.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61018.007812 Penalty: 2075.188232
	Iteration 11Q: 3 clusters Score -61018.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61019.484375 Penalty: 2075.188232
	Iteration 12Q: 3 clusters Score -61019.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61020.750000 Penalty: 2075.188232
	Iteration 13Q: 3 clusters Score -61020.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61021.914062 Penalty: 2075.188232
	Iteration 14Q: 3 clusters Score -61021.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61022.464844 Penalty: 2075.188232
	Iteration 15Q: 3 clusters Score -61022.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61024.277344 Penalty: 2075.188232
	Iteration 16Q: 3 clusters Score -61024.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61028.507812 Penalty: 2075.188232
	Iteration 17Q: 3 clusters Score -61028.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61031.816406 Penalty: 2075.188232
	Iteration 18Q: 3 clusters Score -61031.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61033.367188 Penalty: 2075.188232
	Iteration 19Q: 3 clusters Score -61033.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61033.367188 Penalty: 2075.188232
	Iteration 20F: 3 clusters Score -61033.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -338992.625000 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -338992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336404.000000 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -336404 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -337144.406250 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -337144.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -337384.468750 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -337384.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -337610.031250 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -337610 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -337755.531250 Penalty: 2580.458252
	Iteration 4F: 3 clusters Score -337755.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -337852.343750 Penalty: 2580.458252
	Iteration 5Q: 3 clusters Score -337852.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -337922.281250 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -337922.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -337972.468750 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -337972.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -338006.750000 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -338006.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -338057.031250 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -338057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -338136.031250 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -338136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -338232.625000 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -338232.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -338336.812500 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -338336.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -338460.812500 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -338460.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -338580.625000 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -338580.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -338652.625000 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -338652.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -338708.625000 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -338708.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -338739.531250 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -338739.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -338764.375000 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -338764.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -338798.968750 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -338799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -338820.531250 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -338820.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -338837.593750 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -338837.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -338854.531250 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -338854.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -338866.062500 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -338866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -338873.500000 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -338873.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -338877.156250 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -338877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -338879.031250 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -338879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -338879.625000 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -338879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -338880.312500 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -338880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -338880.312500 Penalty: 2580.458252
	Iteration 29F: 3 clusters Score -338880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Entering Unmasked Estep 
Score: -9882302.000000 Penalty: 1833.218750
	Iteration 0F: 2 clusters Score -9882302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -9829621.000000 Penalty: 3666.437500
	Iteration 0F: 3 clusters Score -9829621 nChanged 37815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -9851352.000000 Penalty: 3666.437500
	Iteration 1F: 3 clusters Score -9851352 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -9852098.000000 Penalty: 3666.437500
	Iteration 2Q: 3 clusters Score -9852098 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -9853186.000000 Penalty: 3666.437500
	Iteration 3Q: 3 clusters Score -9853186 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -9854810.000000 Penalty: 3666.437500
	Iteration 4Q: 3 clusters Score -9854810 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -9857274.000000 Penalty: 3666.437500
	Iteration 5F: 3 clusters Score -9857274 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -9860777.000000 Penalty: 3666.437500
	Iteration 6F: 3 clusters Score -9860777 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -9865099.000000 Penalty: 3666.437500
	Iteration 7F: 3 clusters Score -9865099 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -9869804.000000 Penalty: 3666.437500
	Iteration 8F: 3 clusters Score -9869804 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -9874009.000000 Penalty: 3666.437500
	Iteration 9F: 3 clusters Score -9874009 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -9876888.000000 Penalty: 3666.437500
	Iteration 10Q: 3 clusters Score -9876888 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9878604.000000 Penalty: 3666.437500
	Iteration 11Q: 3 clusters Score -9878604 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9879571.000000 Penalty: 3666.437500
	Iteration 12Q: 3 clusters Score -9879571 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9880157.000000 Penalty: 3666.437500
	Iteration 13Q: 3 clusters Score -9880157 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9880451.000000 Penalty: 3666.437500
	Iteration 14Q: 3 clusters Score -9880451 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9880557.000000 Penalty: 3666.437500
	Iteration 15Q: 3 clusters Score -9880557 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9880604.000000 Penalty: 3666.437500
	Iteration 16Q: 3 clusters Score -9880604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9880652.000000 Penalty: 3666.437500
	Iteration 17Q: 3 clusters Score -9880652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9880685.000000 Penalty: 3666.437500
	Iteration 18Q: 3 clusters Score -9880685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9880701.000000 Penalty: 3666.437500
	Iteration 19Q: 3 clusters Score -9880701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9880716.000000 Penalty: 3666.437500
	Iteration 20F: 3 clusters Score -9880716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9880731.000000 Penalty: 3666.437500
	Iteration 21Q: 3 clusters Score -9880731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9880762.000000 Penalty: 3666.437500
	Iteration 22Q: 3 clusters Score -9880762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9880781.000000 Penalty: 3666.437500
	Iteration 23Q: 3 clusters Score -9880781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9880805.000000 Penalty: 3666.437500
	Iteration 24Q: 3 clusters Score -9880805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9880816.000000 Penalty: 3666.437500
	Iteration 25Q: 3 clusters Score -9880816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9880834.000000 Penalty: 3666.437500
	Iteration 26Q: 3 clusters Score -9880834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9880842.000000 Penalty: 3666.437500
	Iteration 27Q: 3 clusters Score -9880842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9880844.000000 Penalty: 3666.437500
	Iteration 28Q: 3 clusters Score -9880844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9880856.000000 Penalty: 3666.437500
	Iteration 29Q: 3 clusters Score -9880856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9880848.000000 Penalty: 3666.437500
	Iteration 30Q: 3 clusters Score -9880848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9880858.000000 Penalty: 3666.437500
	Iteration 31Q: 3 clusters Score -9880858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9880861.000000 Penalty: 3666.437500
	Iteration 32Q: 3 clusters Score -9880861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9880860.000000 Penalty: 3666.437500
	Iteration 33Q: 3 clusters Score -9880860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9880862.000000 Penalty: 3666.437500
	Iteration 34Q: 3 clusters Score -9880862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9880861.000000 Penalty: 3666.437500
	Iteration 35Q: 3 clusters Score -9880861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9880861.000000 Penalty: 3666.437500
	Iteration 36F: 3 clusters Score -9880861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Entering Unmasked Estep 
Score: -1709716.500000 Penalty: 1550.659180
	Iteration 0F: 2 clusters Score -1709716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1700045.500000 Penalty: 3101.318359
	Iteration 0F: 3 clusters Score -1700046 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1703490.875000 Penalty: 3101.318359
	Iteration 1F: 3 clusters Score -1703491 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1703936.750000 Penalty: 3101.318359
	Iteration 2F: 3 clusters Score -1703937 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1704453.500000 Penalty: 3101.318359
	Iteration 3F: 3 clusters Score -1704454 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1705036.250000 Penalty: 3101.318359
	Iteration 4F: 3 clusters Score -1705036 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1705625.375000 Penalty: 3101.318359
	Iteration 5F: 3 clusters Score -1705625 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1706105.375000 Penalty: 3101.318359
	Iteration 6F: 3 clusters Score -1706105 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1706508.375000 Penalty: 3101.318359
	Iteration 7Q: 3 clusters Score -1706508 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1706819.750000 Penalty: 3101.318359
	Iteration 8Q: 3 clusters Score -1706820 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1707100.125000 Penalty: 3101.318359
	Iteration 9Q: 3 clusters Score -1707100 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1707381.500000 Penalty: 3101.318359
	Iteration 10Q: 3 clusters Score -1707382 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1707586.125000 Penalty: 3101.318359
	Iteration 11Q: 3 clusters Score -1707586 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1707711.875000 Penalty: 3101.318359
	Iteration 12Q: 3 clusters Score -1707712 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1707796.875000 Penalty: 3101.318359
	Iteration 13Q: 3 clusters Score -1707797 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1707868.000000 Penalty: 3101.318359
	Iteration 14Q: 3 clusters Score -1707868 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1707946.875000 Penalty: 3101.318359
	Iteration 15Q: 3 clusters Score -1707947 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1708019.125000 Penalty: 3101.318359
	Iteration 16Q: 3 clusters Score -1708019 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1708072.500000 Penalty: 3101.318359
	Iteration 17Q: 3 clusters Score -1708072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1708136.625000 Penalty: 3101.318359
	Iteration 18Q: 3 clusters Score -1708137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1708179.500000 Penalty: 3101.318359
	Iteration 19Q: 3 clusters Score -1708180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1708225.000000 Penalty: 3101.318359
	Iteration 20F: 3 clusters Score -1708225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1708281.875000 Penalty: 3101.318359
	Iteration 21Q: 3 clusters Score -1708282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1708324.125000 Penalty: 3101.318359
	Iteration 22Q: 3 clusters Score -1708324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1708361.000000 Penalty: 3101.318359
	Iteration 23Q: 3 clusters Score -1708361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1708389.750000 Penalty: 3101.318359
	Iteration 24Q: 3 clusters Score -1708390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1708420.375000 Penalty: 3101.318359
	Iteration 25Q: 3 clusters Score -1708420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1708459.875000 Penalty: 3101.318359
	Iteration 26Q: 3 clusters Score -1708460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1708485.750000 Penalty: 3101.318359
	Iteration 27Q: 3 clusters Score -1708486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1708506.625000 Penalty: 3101.318359
	Iteration 28Q: 3 clusters Score -1708507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1708529.750000 Penalty: 3101.318359
	Iteration 29Q: 3 clusters Score -1708530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1708546.125000 Penalty: 3101.318359
	Iteration 30Q: 3 clusters Score -1708546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1708561.500000 Penalty: 3101.318359
	Iteration 31Q: 3 clusters Score -1708562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1708575.250000 Penalty: 3101.318359
	Iteration 32Q: 3 clusters Score -1708575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1708582.500000 Penalty: 3101.318359
	Iteration 33Q: 3 clusters Score -1708582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1708589.125000 Penalty: 3101.318359
	Iteration 34Q: 3 clusters Score -1708589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1708593.750000 Penalty: 3101.318359
	Iteration 35Q: 3 clusters Score -1708594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1708595.000000 Penalty: 3101.318359
	Iteration 36Q: 3 clusters Score -1708595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1708603.500000 Penalty: 3101.318359
	Iteration 37Q: 3 clusters Score -1708604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1708600.625000 Penalty: 3101.318359
	Iteration 38Q: 3 clusters Score -1708601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1708602.000000 Penalty: 3101.318359
	Iteration 39Q: 3 clusters Score -1708602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1708604.000000 Penalty: 3101.318359
	Iteration 40F: 3 clusters Score -1708604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1708602.750000 Penalty: 3101.318359
	Iteration 41Q: 3 clusters Score -1708603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1708605.625000 Penalty: 3101.318359
	Iteration 42Q: 3 clusters Score -1708606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1708605.250000 Penalty: 3101.318359
	Iteration 43Q: 3 clusters Score -1708605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1708608.250000 Penalty: 3101.318359
	Iteration 44Q: 3 clusters Score -1708608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1708607.875000 Penalty: 3101.318359
	Iteration 45Q: 3 clusters Score -1708608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1708612.125000 Penalty: 3101.318359
	Iteration 46Q: 3 clusters Score -1708612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1708613.875000 Penalty: 3101.318359
	Iteration 47Q: 3 clusters Score -1708614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1708614.750000 Penalty: 3101.318359
	Iteration 48Q: 3 clusters Score -1708615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1708618.875000 Penalty: 3101.318359
	Iteration 49Q: 3 clusters Score -1708619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1708621.750000 Penalty: 3101.318359
	Iteration 50Q: 3 clusters Score -1708622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1708631.250000 Penalty: 3101.318359
	Iteration 51Q: 3 clusters Score -1708631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1708637.375000 Penalty: 3101.318359
	Iteration 52Q: 3 clusters Score -1708637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1708642.375000 Penalty: 3101.318359
	Iteration 53Q: 3 clusters Score -1708642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1708647.750000 Penalty: 3101.318359
	Iteration 54Q: 3 clusters Score -1708648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1708652.250000 Penalty: 3101.318359
	Iteration 55Q: 3 clusters Score -1708652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1708652.125000 Penalty: 3101.318359
	Iteration 56Q: 3 clusters Score -1708652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1708661.250000 Penalty: 3101.318359
	Iteration 57Q: 3 clusters Score -1708661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1708668.250000 Penalty: 3101.318359
	Iteration 58Q: 3 clusters Score -1708668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1708674.875000 Penalty: 3101.318359
	Iteration 59Q: 3 clusters Score -1708675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1708684.000000 Penalty: 3101.318359
	Iteration 60F: 3 clusters Score -1708684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1708687.000000 Penalty: 3101.318359
	Iteration 61Q: 3 clusters Score -1708687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1708698.125000 Penalty: 3101.318359
	Iteration 62Q: 3 clusters Score -1708698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1708710.500000 Penalty: 3101.318359
	Iteration 63Q: 3 clusters Score -1708710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1708719.125000 Penalty: 3101.318359
	Iteration 64Q: 3 clusters Score -1708719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1708721.250000 Penalty: 3101.318359
	Iteration 65Q: 3 clusters Score -1708721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1708724.875000 Penalty: 3101.318359
	Iteration 66Q: 3 clusters Score -1708725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1708733.750000 Penalty: 3101.318359
	Iteration 67Q: 3 clusters Score -1708734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1708739.375000 Penalty: 3101.318359
	Iteration 68Q: 3 clusters Score -1708739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1708742.750000 Penalty: 3101.318359
	Iteration 69Q: 3 clusters Score -1708743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1708745.125000 Penalty: 3101.318359
	Iteration 70Q: 3 clusters Score -1708745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1708742.000000 Penalty: 3101.318359
	Iteration 71Q: 3 clusters Score -1708742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1708747.375000 Penalty: 3101.318359
	Iteration 72Q: 3 clusters Score -1708747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1708747.250000 Penalty: 3101.318359
	Iteration 73Q: 3 clusters Score -1708747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1708749.875000 Penalty: 3101.318359
	Iteration 74Q: 3 clusters Score -1708750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1708752.000000 Penalty: 3101.318359
	Iteration 75Q: 3 clusters Score -1708752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1708752.125000 Penalty: 3101.318359
	Iteration 76Q: 3 clusters Score -1708752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1708753.375000 Penalty: 3101.318359
	Iteration 77Q: 3 clusters Score -1708753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1708753.500000 Penalty: 3101.318359
	Iteration 78Q: 3 clusters Score -1708754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1708753.500000 Penalty: 3101.318359
	Iteration 79F: 3 clusters Score -1708754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -267662.593750 Penalty: 1252.543701
	Iteration 0F: 2 clusters Score -267662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -265483.406250 Penalty: 2505.087402
	Iteration 0F: 3 clusters Score -265483.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -266048.750000 Penalty: 2505.087402
	Iteration 1F: 3 clusters Score -266048.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -266194.968750 Penalty: 2505.087402
	Iteration 2F: 3 clusters Score -266195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -266292.906250 Penalty: 2505.087402
	Iteration 3F: 3 clusters Score -266292.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -266363.062500 Penalty: 2505.087402
	Iteration 4Q: 3 clusters Score -266363.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -266419.531250 Penalty: 2505.087402
	Iteration 5Q: 3 clusters Score -266419.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -266458.437500 Penalty: 2505.087402
	Iteration 6Q: 3 clusters Score -266458.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -266480.812500 Penalty: 2505.087402
	Iteration 7Q: 3 clusters Score -266480.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -266496.406250 Penalty: 2505.087402
	Iteration 8Q: 3 clusters Score -266496.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -266508.750000 Penalty: 2505.087402
	Iteration 9Q: 3 clusters Score -266508.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -266524.531250 Penalty: 2505.087402
	Iteration 10Q: 3 clusters Score -266524.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -266541.343750 Penalty: 2505.087402
	Iteration 11Q: 3 clusters Score -266541.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266560.687500 Penalty: 2505.087402
	Iteration 12Q: 3 clusters Score -266560.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -266581.093750 Penalty: 2505.087402
	Iteration 13Q: 3 clusters Score -266581.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -266603.312500 Penalty: 2505.087402
	Iteration 14Q: 3 clusters Score -266603.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266628.031250 Penalty: 2505.087402
	Iteration 15Q: 3 clusters Score -266628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -266661.156250 Penalty: 2505.087402
	Iteration 16Q: 3 clusters Score -266661.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -266687.281250 Penalty: 2505.087402
	Iteration 17Q: 3 clusters Score -266687.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -266714.593750 Penalty: 2505.087402
	Iteration 18Q: 3 clusters Score -266714.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -266732.656250 Penalty: 2505.087402
	Iteration 19Q: 3 clusters Score -266732.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -266748.000000 Penalty: 2505.087402
	Iteration 20F: 3 clusters Score -266748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -266764.968750 Penalty: 2505.087402
	Iteration 21Q: 3 clusters Score -266765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -266785.125000 Penalty: 2505.087402
	Iteration 22Q: 3 clusters Score -266785.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -266801.250000 Penalty: 2505.087402
	Iteration 23Q: 3 clusters Score -266801.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -266816.625000 Penalty: 2505.087402
	Iteration 24Q: 3 clusters Score -266816.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -266826.031250 Penalty: 2505.087402
	Iteration 25Q: 3 clusters Score -266826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -266832.187500 Penalty: 2505.087402
	Iteration 26Q: 3 clusters Score -266832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -266835.687500 Penalty: 2505.087402
	Iteration 27Q: 3 clusters Score -266835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -266837.937500 Penalty: 2505.087402
	Iteration 28Q: 3 clusters Score -266837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -266840.062500 Penalty: 2505.087402
	Iteration 29Q: 3 clusters Score -266840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -266840.843750 Penalty: 2505.087402
	Iteration 30Q: 3 clusters Score -266840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -266840.656250 Penalty: 2505.087402
	Iteration 31Q: 3 clusters Score -266840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -266841.031250 Penalty: 2505.087402
	Iteration 32Q: 3 clusters Score -266841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -266841.500000 Penalty: 2505.087402
	Iteration 33Q: 3 clusters Score -266841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -266841.500000 Penalty: 2505.087402
	Iteration 34F: 3 clusters Score -266841.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -74304.367188 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -74304.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73083.414062 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -73083.41 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73352.765625 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -73352.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73492.500000 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -73492.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73628.414062 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -73628.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73756.867188 Penalty: 2130.028320
	Iteration 4F: 3 clusters Score -73756.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73965.945312 Penalty: 2130.028320
	Iteration 5F: 3 clusters Score -73965.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74288.093750 Penalty: 2130.028320
	Iteration 6F: 3 clusters Score -74288.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74449.453125 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -74449.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74557.070312 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -74557.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74616.023438 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -74616.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74631.835938 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -74631.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74633.562500 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -74633.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74634.382812 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -74634.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74634.382812 Penalty: 2130.028320
	Iteration 13F: 3 clusters Score -74634.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33839 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24864 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102209 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 105792 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 53292 members 
Mstep: Class 15 contains 122965 members 
Mstep: Class 16 contains 39757 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 79328 members 
Mstep: Class 20 contains 13940 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 42770 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 20425 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68282 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30213 members 
Mstep: Class 34 contains 129528 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17298 members 
Mstep: Class 37 contains 7256 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115539 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69643 members 
Mstep: Class 44 contains 376 members 
Entering Unmasked Estep 
Score: -141760944.000000 Penalty: 99821.273438
Splitting cluster 22 changes total score from -141763056.000000 to -141760944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (42770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Entering Unmasked Estep 
Score: -5242106.000000 Penalty: 1732.833740
	Iteration 0F: 2 clusters Score -5242106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5213633.500000 Penalty: 3465.667480
	Iteration 0F: 3 clusters Score -5213634 nChanged 19952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -5224811.000000 Penalty: 3465.667480
	Iteration 1F: 3 clusters Score -5224811 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -5225392.500000 Penalty: 3465.667480
	Iteration 2Q: 3 clusters Score -5225392 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5226079.500000 Penalty: 3465.667480
	Iteration 3Q: 3 clusters Score -5226080 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5227082.500000 Penalty: 3465.667480
	Iteration 4Q: 3 clusters Score -5227082 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5228529.500000 Penalty: 3465.667480
	Iteration 5F: 3 clusters Score -5228530 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5230409.000000 Penalty: 3465.667480
	Iteration 6F: 3 clusters Score -5230409 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -5232726.500000 Penalty: 3465.667480
	Iteration 7F: 3 clusters Score -5232726 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5235002.500000 Penalty: 3465.667480
	Iteration 8F: 3 clusters Score -5235002 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -5236784.000000 Penalty: 3465.667480
	Iteration 9F: 3 clusters Score -5236784 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -5237877.000000 Penalty: 3465.667480
	Iteration 10Q: 3 clusters Score -5237877 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -5238565.000000 Penalty: 3465.667480
	Iteration 11Q: 3 clusters Score -5238565 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -5238984.500000 Penalty: 3465.667480
	Iteration 12Q: 3 clusters Score -5238984 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -5239262.000000 Penalty: 3465.667480
	Iteration 13Q: 3 clusters Score -5239262 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -5239482.000000 Penalty: 3465.667480
	Iteration 14Q: 3 clusters Score -5239482 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -5239669.000000 Penalty: 3465.667480
	Iteration 15Q: 3 clusters Score -5239669 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5239806.500000 Penalty: 3465.667480
	Iteration 16Q: 3 clusters Score -5239806 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5239911.000000 Penalty: 3465.667480
	Iteration 17Q: 3 clusters Score -5239911 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -5240016.500000 Penalty: 3465.667480
	Iteration 18Q: 3 clusters Score -5240016 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -5240112.000000 Penalty: 3465.667480
	Iteration 19Q: 3 clusters Score -5240112 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -5240187.000000 Penalty: 3465.667480
	Iteration 20F: 3 clusters Score -5240187 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -5240248.000000 Penalty: 3465.667480
	Iteration 21Q: 3 clusters Score -5240248 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -5240297.500000 Penalty: 3465.667480
	Iteration 22Q: 3 clusters Score -5240298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5240357.500000 Penalty: 3465.667480
	Iteration 23Q: 3 clusters Score -5240358 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5240411.000000 Penalty: 3465.667480
	Iteration 24Q: 3 clusters Score -5240411 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -5240458.000000 Penalty: 3465.667480
	Iteration 25Q: 3 clusters Score -5240458 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -5240500.500000 Penalty: 3465.667480
	Iteration 26Q: 3 clusters Score -5240500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -5240530.500000 Penalty: 3465.667480
	Iteration 27Q: 3 clusters Score -5240530 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -5240570.500000 Penalty: 3465.667480
	Iteration 28Q: 3 clusters Score -5240570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5240595.000000 Penalty: 3465.667480
	Iteration 29Q: 3 clusters Score -5240595 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -5240632.000000 Penalty: 3465.667480
	Iteration 30Q: 3 clusters Score -5240632 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5240646.500000 Penalty: 3465.667480
	Iteration 31Q: 3 clusters Score -5240646 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5240687.500000 Penalty: 3465.667480
	Iteration 32Q: 3 clusters Score -5240688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5240696.500000 Penalty: 3465.667480
	Iteration 33Q: 3 clusters Score -5240696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5240722.000000 Penalty: 3465.667480
	Iteration 34Q: 3 clusters Score -5240722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -5240733.000000 Penalty: 3465.667480
	Iteration 35Q: 3 clusters Score -5240733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5240750.000000 Penalty: 3465.667480
	Iteration 36Q: 3 clusters Score -5240750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -5240766.000000 Penalty: 3465.667480
	Iteration 37Q: 3 clusters Score -5240766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5240777.500000 Penalty: 3465.667480
	Iteration 38Q: 3 clusters Score -5240778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5240775.500000 Penalty: 3465.667480
	Iteration 39Q: 3 clusters Score -5240776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5240796.000000 Penalty: 3465.667480
	Iteration 40F: 3 clusters Score -5240796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5240809.000000 Penalty: 3465.667480
	Iteration 41Q: 3 clusters Score -5240809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -5240813.000000 Penalty: 3465.667480
	Iteration 42Q: 3 clusters Score -5240813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -5240823.500000 Penalty: 3465.667480
	Iteration 43Q: 3 clusters Score -5240824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5240823.000000 Penalty: 3465.667480
	Iteration 44Q: 3 clusters Score -5240823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5240816.000000 Penalty: 3465.667480
	Iteration 45Q: 3 clusters Score -5240816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5240814.500000 Penalty: 3465.667480
	Iteration 46Q: 3 clusters Score -5240814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5240839.500000 Penalty: 3465.667480
	Iteration 47Q: 3 clusters Score -5240840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5240832.000000 Penalty: 3465.667480
	Iteration 48Q: 3 clusters Score -5240832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5240847.000000 Penalty: 3465.667480
	Iteration 49Q: 3 clusters Score -5240847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5240849.500000 Penalty: 3465.667480
	Iteration 50Q: 3 clusters Score -5240850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5240854.000000 Penalty: 3465.667480
	Iteration 51Q: 3 clusters Score -5240854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5240865.000000 Penalty: 3465.667480
	Iteration 52Q: 3 clusters Score -5240865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5240867.500000 Penalty: 3465.667480
	Iteration 53Q: 3 clusters Score -5240868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5240865.500000 Penalty: 3465.667480
	Iteration 54Q: 3 clusters Score -5240866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -5240874.500000 Penalty: 3465.667480
	Iteration 55Q: 3 clusters Score -5240874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5240879.000000 Penalty: 3465.667480
	Iteration 56Q: 3 clusters Score -5240879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5240880.500000 Penalty: 3465.667480
	Iteration 57Q: 3 clusters Score -5240880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5240893.500000 Penalty: 3465.667480
	Iteration 58Q: 3 clusters Score -5240894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5240898.000000 Penalty: 3465.667480
	Iteration 59Q: 3 clusters Score -5240898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5240910.000000 Penalty: 3465.667480
	Iteration 60F: 3 clusters Score -5240910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -5240920.500000 Penalty: 3465.667480
	Iteration 61Q: 3 clusters Score -5240920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5240920.000000 Penalty: 3465.667480
	Iteration 62Q: 3 clusters Score -5240920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -5240913.000000 Penalty: 3465.667480
	Iteration 63Q: 3 clusters Score -5240913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -5240915.500000 Penalty: 3465.667480
	Iteration 64Q: 3 clusters Score -5240916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5240928.000000 Penalty: 3465.667480
	Iteration 65Q: 3 clusters Score -5240928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5240936.500000 Penalty: 3465.667480
	Iteration 66Q: 3 clusters Score -5240936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5240939.500000 Penalty: 3465.667480
	Iteration 67Q: 3 clusters Score -5240940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5240952.000000 Penalty: 3465.667480
	Iteration 68Q: 3 clusters Score -5240952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5240956.500000 Penalty: 3465.667480
	Iteration 69Q: 3 clusters Score -5240956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5240961.000000 Penalty: 3465.667480
	Iteration 70Q: 3 clusters Score -5240961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5240971.500000 Penalty: 3465.667480
	Iteration 71Q: 3 clusters Score -5240972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5240979.000000 Penalty: 3465.667480
	Iteration 72Q: 3 clusters Score -5240979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5240980.500000 Penalty: 3465.667480
	Iteration 73Q: 3 clusters Score -5240980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5240987.500000 Penalty: 3465.667480
	Iteration 74Q: 3 clusters Score -5240988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5240984.000000 Penalty: 3465.667480
	Iteration 75Q: 3 clusters Score -5240984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5240983.500000 Penalty: 3465.667480
	Iteration 76Q: 3 clusters Score -5240984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5240987.000000 Penalty: 3465.667480
	Iteration 77Q: 3 clusters Score -5240987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5240990.500000 Penalty: 3465.667480
	Iteration 78Q: 3 clusters Score -5240990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5240997.000000 Penalty: 3465.667480
	Iteration 79Q: 3 clusters Score -5240997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5240998.000000 Penalty: 3465.667480
	Iteration 80F: 3 clusters Score -5240998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5240999.500000 Penalty: 3465.667480
	Iteration 81Q: 3 clusters Score -5241000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5240998.500000 Penalty: 3465.667480
	Iteration 82Q: 3 clusters Score -5240998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5240999.000000 Penalty: 3465.667480
	Iteration 83Q: 3 clusters Score -5240999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5240996.500000 Penalty: 3465.667480
	Iteration 84Q: 3 clusters Score -5240996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5240999.500000 Penalty: 3465.667480
	Iteration 85Q: 3 clusters Score -5241000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5240999.500000 Penalty: 3465.667480
	Iteration 86Q: 3 clusters Score -5241000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5240999.500000 Penalty: 3465.667480
	Iteration 87Q: 3 clusters Score -5241000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5241000.500000 Penalty: 3465.667480
	Iteration 88Q: 3 clusters Score -5241000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5241008.500000 Penalty: 3465.667480
	Iteration 89Q: 3 clusters Score -5241008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5241012.000000 Penalty: 3465.667480
	Iteration 90Q: 3 clusters Score -5241012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5241015.000000 Penalty: 3465.667480
	Iteration 91Q: 3 clusters Score -5241015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5241015.500000 Penalty: 3465.667480
	Iteration 92Q: 3 clusters Score -5241016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5241012.500000 Penalty: 3465.667480
	Iteration 93Q: 3 clusters Score -5241012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5241014.500000 Penalty: 3465.667480
	Iteration 94Q: 3 clusters Score -5241014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5241013.000000 Penalty: 3465.667480
	Iteration 95Q: 3 clusters Score -5241013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5241011.500000 Penalty: 3465.667480
	Iteration 96Q: 3 clusters Score -5241012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5241008.500000 Penalty: 3465.667480
	Iteration 97Q: 3 clusters Score -5241008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5241009.500000 Penalty: 3465.667480
	Iteration 98Q: 3 clusters Score -5241010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5241015.500000 Penalty: 3465.667480
	Iteration 99Q: 3 clusters Score -5241016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5241011.000000 Penalty: 3465.667480
	Iteration 100F: 3 clusters Score -5241011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5241014.000000 Penalty: 3465.667480
	Iteration 101Q: 3 clusters Score -5241014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5241012.000000 Penalty: 3465.667480
	Iteration 102Q: 3 clusters Score -5241012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5241012.000000 Penalty: 3465.667480
	Iteration 103F: 3 clusters Score -5241012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Entering Unmasked Estep 
Score: -1401795.625000 Penalty: 1527.696411
	Iteration 0F: 2 clusters Score -1401796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1393290.250000 Penalty: 3055.392822
	Iteration 0F: 3 clusters Score -1393290 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1396391.125000 Penalty: 3055.392822
	Iteration 1F: 3 clusters Score -1396391 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1396901.750000 Penalty: 3055.392822
	Iteration 2F: 3 clusters Score -1396902 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1397383.750000 Penalty: 3055.392822
	Iteration 3F: 3 clusters Score -1397384 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1397876.625000 Penalty: 3055.392822
	Iteration 4F: 3 clusters Score -1397877 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1398418.625000 Penalty: 3055.392822
	Iteration 5F: 3 clusters Score -1398419 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1398855.250000 Penalty: 3055.392822
	Iteration 6F: 3 clusters Score -1398855 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1399175.625000 Penalty: 3055.392822
	Iteration 7Q: 3 clusters Score -1399176 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1399369.000000 Penalty: 3055.392822
	Iteration 8Q: 3 clusters Score -1399369 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1399480.750000 Penalty: 3055.392822
	Iteration 9Q: 3 clusters Score -1399481 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1399567.875000 Penalty: 3055.392822
	Iteration 10Q: 3 clusters Score -1399568 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1399639.375000 Penalty: 3055.392822
	Iteration 11Q: 3 clusters Score -1399639 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1399698.750000 Penalty: 3055.392822
	Iteration 12Q: 3 clusters Score -1399699 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1399744.000000 Penalty: 3055.392822
	Iteration 13Q: 3 clusters Score -1399744 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1399791.500000 Penalty: 3055.392822
	Iteration 14Q: 3 clusters Score -1399792 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1399840.125000 Penalty: 3055.392822
	Iteration 15Q: 3 clusters Score -1399840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1399861.000000 Penalty: 3055.392822
	Iteration 16Q: 3 clusters Score -1399861 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1399884.250000 Penalty: 3055.392822
	Iteration 17Q: 3 clusters Score -1399884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1399904.750000 Penalty: 3055.392822
	Iteration 18Q: 3 clusters Score -1399905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1399919.000000 Penalty: 3055.392822
	Iteration 19Q: 3 clusters Score -1399919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1399923.250000 Penalty: 3055.392822
	Iteration 20F: 3 clusters Score -1399923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1399935.125000 Penalty: 3055.392822
	Iteration 21Q: 3 clusters Score -1399935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1399932.125000 Penalty: 3055.392822
	Iteration 22Q: 3 clusters Score -1399932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1399937.125000 Penalty: 3055.392822
	Iteration 23Q: 3 clusters Score -1399937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1399943.250000 Penalty: 3055.392822
	Iteration 24Q: 3 clusters Score -1399943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1399943.625000 Penalty: 3055.392822
	Iteration 25Q: 3 clusters Score -1399944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1399947.625000 Penalty: 3055.392822
	Iteration 26Q: 3 clusters Score -1399948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1399949.875000 Penalty: 3055.392822
	Iteration 27Q: 3 clusters Score -1399950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1399951.000000 Penalty: 3055.392822
	Iteration 28Q: 3 clusters Score -1399951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1399952.250000 Penalty: 3055.392822
	Iteration 29Q: 3 clusters Score -1399952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1399950.875000 Penalty: 3055.392822
	Iteration 30Q: 3 clusters Score -1399951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1399957.375000 Penalty: 3055.392822
	Iteration 31Q: 3 clusters Score -1399957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1399955.750000 Penalty: 3055.392822
	Iteration 32Q: 3 clusters Score -1399956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1399955.000000 Penalty: 3055.392822
	Iteration 33Q: 3 clusters Score -1399955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1399956.625000 Penalty: 3055.392822
	Iteration 34Q: 3 clusters Score -1399957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1399957.750000 Penalty: 3055.392822
	Iteration 35Q: 3 clusters Score -1399958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1399960.625000 Penalty: 3055.392822
	Iteration 36Q: 3 clusters Score -1399961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1399960.625000 Penalty: 3055.392822
	Iteration 37Q: 3 clusters Score -1399961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1399960.875000 Penalty: 3055.392822
	Iteration 38Q: 3 clusters Score -1399961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1399960.750000 Penalty: 3055.392822
	Iteration 39Q: 3 clusters Score -1399961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1399960.125000 Penalty: 3055.392822
	Iteration 40F: 3 clusters Score -1399960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1399962.875000 Penalty: 3055.392822
	Iteration 41Q: 3 clusters Score -1399963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1399959.375000 Penalty: 3055.392822
	Iteration 42Q: 3 clusters Score -1399959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1399960.000000 Penalty: 3055.392822
	Iteration 43Q: 3 clusters Score -1399960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1399961.500000 Penalty: 3055.392822
	Iteration 44Q: 3 clusters Score -1399962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1399961.000000 Penalty: 3055.392822
	Iteration 45Q: 3 clusters Score -1399961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1399961.625000 Penalty: 3055.392822
	Iteration 46Q: 3 clusters Score -1399962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1399963.125000 Penalty: 3055.392822
	Iteration 47Q: 3 clusters Score -1399963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1399962.375000 Penalty: 3055.392822
	Iteration 48Q: 3 clusters Score -1399962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1399963.500000 Penalty: 3055.392822
	Iteration 49Q: 3 clusters Score -1399964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1399960.625000 Penalty: 3055.392822
	Iteration 50Q: 3 clusters Score -1399961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1399965.250000 Penalty: 3055.392822
	Iteration 51Q: 3 clusters Score -1399965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1399964.750000 Penalty: 3055.392822
	Iteration 52Q: 3 clusters Score -1399965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1399963.500000 Penalty: 3055.392822
	Iteration 53Q: 3 clusters Score -1399964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1399964.250000 Penalty: 3055.392822
	Iteration 54Q: 3 clusters Score -1399964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1399964.375000 Penalty: 3055.392822
	Iteration 55Q: 3 clusters Score -1399964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1399965.625000 Penalty: 3055.392822
	Iteration 56Q: 3 clusters Score -1399966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1399966.875000 Penalty: 3055.392822
	Iteration 57Q: 3 clusters Score -1399967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1399966.875000 Penalty: 3055.392822
	Iteration 58F: 3 clusters Score -1399967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Entering Unmasked Estep 
Score: -1018193.500000 Penalty: 1464.114624
	Iteration 0F: 2 clusters Score -1018194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1012228.000000 Penalty: 2928.229248
	Iteration 0F: 3 clusters Score -1012228 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1014089.312500 Penalty: 2928.229248
	Iteration 1F: 3 clusters Score -1014089 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1014353.500000 Penalty: 2928.229248
	Iteration 2F: 3 clusters Score -1014354 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1014574.000000 Penalty: 2928.229248
	Iteration 3F: 3 clusters Score -1014574 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1014794.312500 Penalty: 2928.229248
	Iteration 4Q: 3 clusters Score -1014794 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1015026.750000 Penalty: 2928.229248
	Iteration 5Q: 3 clusters Score -1015027 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1015238.062500 Penalty: 2928.229248
	Iteration 6Q: 3 clusters Score -1015238 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1015395.625000 Penalty: 2928.229248
	Iteration 7Q: 3 clusters Score -1015396 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1015538.187500 Penalty: 2928.229248
	Iteration 8Q: 3 clusters Score -1015538 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1015646.187500 Penalty: 2928.229248
	Iteration 9Q: 3 clusters Score -1015646 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1015732.625000 Penalty: 2928.229248
	Iteration 10Q: 3 clusters Score -1015733 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1015807.937500 Penalty: 2928.229248
	Iteration 11Q: 3 clusters Score -1015808 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1015869.187500 Penalty: 2928.229248
	Iteration 12Q: 3 clusters Score -1015869 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1015934.375000 Penalty: 2928.229248
	Iteration 13Q: 3 clusters Score -1015934 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1015986.437500 Penalty: 2928.229248
	Iteration 14Q: 3 clusters Score -1015986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1016028.562500 Penalty: 2928.229248
	Iteration 15Q: 3 clusters Score -1016029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1016061.625000 Penalty: 2928.229248
	Iteration 16Q: 3 clusters Score -1016062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1016087.125000 Penalty: 2928.229248
	Iteration 17Q: 3 clusters Score -1016087 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1016105.937500 Penalty: 2928.229248
	Iteration 18Q: 3 clusters Score -1016106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1016126.500000 Penalty: 2928.229248
	Iteration 19Q: 3 clusters Score -1016126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1016149.937500 Penalty: 2928.229248
	Iteration 20F: 3 clusters Score -1016150 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1016175.937500 Penalty: 2928.229248
	Iteration 21Q: 3 clusters Score -1016176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1016200.187500 Penalty: 2928.229248
	Iteration 22Q: 3 clusters Score -1016200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1016220.750000 Penalty: 2928.229248
	Iteration 23Q: 3 clusters Score -1016221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1016244.812500 Penalty: 2928.229248
	Iteration 24Q: 3 clusters Score -1016245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1016264.125000 Penalty: 2928.229248
	Iteration 25Q: 3 clusters Score -1016264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1016284.687500 Penalty: 2928.229248
	Iteration 26Q: 3 clusters Score -1016285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1016312.500000 Penalty: 2928.229248
	Iteration 27Q: 3 clusters Score -1016312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1016335.375000 Penalty: 2928.229248
	Iteration 28Q: 3 clusters Score -1016335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1016358.312500 Penalty: 2928.229248
	Iteration 29Q: 3 clusters Score -1016358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1016371.562500 Penalty: 2928.229248
	Iteration 30Q: 3 clusters Score -1016372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1016386.500000 Penalty: 2928.229248
	Iteration 31Q: 3 clusters Score -1016386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1016393.250000 Penalty: 2928.229248
	Iteration 32Q: 3 clusters Score -1016393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1016403.687500 Penalty: 2928.229248
	Iteration 33Q: 3 clusters Score -1016404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1016416.500000 Penalty: 2928.229248
	Iteration 34Q: 3 clusters Score -1016416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1016429.250000 Penalty: 2928.229248
	Iteration 35Q: 3 clusters Score -1016429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1016444.062500 Penalty: 2928.229248
	Iteration 36Q: 3 clusters Score -1016444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1016455.875000 Penalty: 2928.229248
	Iteration 37Q: 3 clusters Score -1016456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1016470.750000 Penalty: 2928.229248
	Iteration 38Q: 3 clusters Score -1016471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1016488.687500 Penalty: 2928.229248
	Iteration 39Q: 3 clusters Score -1016489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1016501.812500 Penalty: 2928.229248
	Iteration 40F: 3 clusters Score -1016502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1016521.187500 Penalty: 2928.229248
	Iteration 41Q: 3 clusters Score -1016521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1016543.000000 Penalty: 2928.229248
	Iteration 42Q: 3 clusters Score -1016543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1016557.125000 Penalty: 2928.229248
	Iteration 43Q: 3 clusters Score -1016557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1016569.250000 Penalty: 2928.229248
	Iteration 44Q: 3 clusters Score -1016569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1016578.375000 Penalty: 2928.229248
	Iteration 45Q: 3 clusters Score -1016578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1016589.062500 Penalty: 2928.229248
	Iteration 46Q: 3 clusters Score -1016589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1016596.125000 Penalty: 2928.229248
	Iteration 47Q: 3 clusters Score -1016596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1016610.875000 Penalty: 2928.229248
	Iteration 48Q: 3 clusters Score -1016611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1016627.812500 Penalty: 2928.229248
	Iteration 49Q: 3 clusters Score -1016628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1016644.812500 Penalty: 2928.229248
	Iteration 50Q: 3 clusters Score -1016645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1016666.562500 Penalty: 2928.229248
	Iteration 51Q: 3 clusters Score -1016667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1016678.375000 Penalty: 2928.229248
	Iteration 52Q: 3 clusters Score -1016678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1016686.562500 Penalty: 2928.229248
	Iteration 53Q: 3 clusters Score -1016687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1016698.375000 Penalty: 2928.229248
	Iteration 54Q: 3 clusters Score -1016698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1016706.312500 Penalty: 2928.229248
	Iteration 55Q: 3 clusters Score -1016706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1016714.687500 Penalty: 2928.229248
	Iteration 56Q: 3 clusters Score -1016715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1016724.375000 Penalty: 2928.229248
	Iteration 57Q: 3 clusters Score -1016724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1016730.437500 Penalty: 2928.229248
	Iteration 58Q: 3 clusters Score -1016730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1016737.062500 Penalty: 2928.229248
	Iteration 59Q: 3 clusters Score -1016737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1016739.750000 Penalty: 2928.229248
	Iteration 60F: 3 clusters Score -1016740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1016745.625000 Penalty: 2928.229248
	Iteration 61Q: 3 clusters Score -1016746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1016751.437500 Penalty: 2928.229248
	Iteration 62Q: 3 clusters Score -1016751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1016751.500000 Penalty: 2928.229248
	Iteration 63Q: 3 clusters Score -1016752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1016759.312500 Penalty: 2928.229248
	Iteration 64Q: 3 clusters Score -1016759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1016761.750000 Penalty: 2928.229248
	Iteration 65Q: 3 clusters Score -1016762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1016765.312500 Penalty: 2928.229248
	Iteration 66Q: 3 clusters Score -1016765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1016769.312500 Penalty: 2928.229248
	Iteration 67Q: 3 clusters Score -1016769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1016772.687500 Penalty: 2928.229248
	Iteration 68Q: 3 clusters Score -1016773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1016779.375000 Penalty: 2928.229248
	Iteration 69Q: 3 clusters Score -1016779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1016784.812500 Penalty: 2928.229248
	Iteration 70Q: 3 clusters Score -1016785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1016787.250000 Penalty: 2928.229248
	Iteration 71Q: 3 clusters Score -1016787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1016788.812500 Penalty: 2928.229248
	Iteration 72Q: 3 clusters Score -1016789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1016789.937500 Penalty: 2928.229248
	Iteration 73Q: 3 clusters Score -1016790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1016789.375000 Penalty: 2928.229248
	Iteration 74Q: 3 clusters Score -1016789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1016791.687500 Penalty: 2928.229248
	Iteration 75Q: 3 clusters Score -1016792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1016790.750000 Penalty: 2928.229248
	Iteration 76Q: 3 clusters Score -1016791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1016791.687500 Penalty: 2928.229248
	Iteration 77Q: 3 clusters Score -1016792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1016793.312500 Penalty: 2928.229248
	Iteration 78Q: 3 clusters Score -1016793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1016798.437500 Penalty: 2928.229248
	Iteration 79Q: 3 clusters Score -1016798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1016802.937500 Penalty: 2928.229248
	Iteration 80F: 3 clusters Score -1016803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1016806.312500 Penalty: 2928.229248
	Iteration 81Q: 3 clusters Score -1016806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1016807.687500 Penalty: 2928.229248
	Iteration 82Q: 3 clusters Score -1016808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1016810.750000 Penalty: 2928.229248
	Iteration 83Q: 3 clusters Score -1016811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1016810.000000 Penalty: 2928.229248
	Iteration 84Q: 3 clusters Score -1016810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1016811.562500 Penalty: 2928.229248
	Iteration 85Q: 3 clusters Score -1016812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1016811.812500 Penalty: 2928.229248
	Iteration 86Q: 3 clusters Score -1016812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1016813.937500 Penalty: 2928.229248
	Iteration 87Q: 3 clusters Score -1016814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1016814.750000 Penalty: 2928.229248
	Iteration 88Q: 3 clusters Score -1016815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1016813.750000 Penalty: 2928.229248
	Iteration 89Q: 3 clusters Score -1016814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1016816.125000 Penalty: 2928.229248
	Iteration 90Q: 3 clusters Score -1016816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1016820.500000 Penalty: 2928.229248
	Iteration 91Q: 3 clusters Score -1016820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1016825.250000 Penalty: 2928.229248
	Iteration 92Q: 3 clusters Score -1016825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1016826.937500 Penalty: 2928.229248
	Iteration 93Q: 3 clusters Score -1016827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1016830.562500 Penalty: 2928.229248
	Iteration 94Q: 3 clusters Score -1016831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1016836.625000 Penalty: 2928.229248
	Iteration 95Q: 3 clusters Score -1016837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1016844.000000 Penalty: 2928.229248
	Iteration 96Q: 3 clusters Score -1016844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1016847.750000 Penalty: 2928.229248
	Iteration 97Q: 3 clusters Score -1016848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1016847.437500 Penalty: 2928.229248
	Iteration 98Q: 3 clusters Score -1016847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1016848.750000 Penalty: 2928.229248
	Iteration 99Q: 3 clusters Score -1016849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1016848.062500 Penalty: 2928.229248
	Iteration 100F: 3 clusters Score -1016848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1016851.687500 Penalty: 2928.229248
	Iteration 101Q: 3 clusters Score -1016852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1016850.500000 Penalty: 2928.229248
	Iteration 102Q: 3 clusters Score -1016850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1016850.062500 Penalty: 2928.229248
	Iteration 103Q: 3 clusters Score -1016850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1016851.250000 Penalty: 2928.229248
	Iteration 104Q: 3 clusters Score -1016851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1016851.250000 Penalty: 2928.229248
	Iteration 105F: 3 clusters Score -1016851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Entering Unmasked Estep 
Score: -2575992.250000 Penalty: 1612.733643
	Iteration 0F: 2 clusters Score -2575992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2562016.750000 Penalty: 3225.467285
	Iteration 0F: 3 clusters Score -2562017 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2567150.000000 Penalty: 3225.467285
	Iteration 1F: 3 clusters Score -2567150 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2567632.000000 Penalty: 3225.467285
	Iteration 2F: 3 clusters Score -2567632 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2568250.750000 Penalty: 3225.467285
	Iteration 3F: 3 clusters Score -2568251 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2569010.500000 Penalty: 3225.467285
	Iteration 4F: 3 clusters Score -2569010 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2569995.750000 Penalty: 3225.467285
	Iteration 5F: 3 clusters Score -2569996 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2571203.500000 Penalty: 3225.467285
	Iteration 6F: 3 clusters Score -2571204 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2572422.500000 Penalty: 3225.467285
	Iteration 7F: 3 clusters Score -2572422 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2573403.250000 Penalty: 3225.467285
	Iteration 8F: 3 clusters Score -2573403 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2573906.250000 Penalty: 3225.467285
	Iteration 9Q: 3 clusters Score -2573906 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2574147.250000 Penalty: 3225.467285
	Iteration 10Q: 3 clusters Score -2574147 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2574291.000000 Penalty: 3225.467285
	Iteration 11Q: 3 clusters Score -2574291 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2574399.250000 Penalty: 3225.467285
	Iteration 12Q: 3 clusters Score -2574399 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2574493.500000 Penalty: 3225.467285
	Iteration 13Q: 3 clusters Score -2574494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2574561.500000 Penalty: 3225.467285
	Iteration 14Q: 3 clusters Score -2574562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2574601.500000 Penalty: 3225.467285
	Iteration 15Q: 3 clusters Score -2574602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2574649.000000 Penalty: 3225.467285
	Iteration 16Q: 3 clusters Score -2574649 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2574693.000000 Penalty: 3225.467285
	Iteration 17Q: 3 clusters Score -2574693 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2574735.750000 Penalty: 3225.467285
	Iteration 18Q: 3 clusters Score -2574736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2574775.500000 Penalty: 3225.467285
	Iteration 19Q: 3 clusters Score -2574776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2574794.000000 Penalty: 3225.467285
	Iteration 20F: 3 clusters Score -2574794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2574806.000000 Penalty: 3225.467285
	Iteration 21Q: 3 clusters Score -2574806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2574827.000000 Penalty: 3225.467285
	Iteration 22Q: 3 clusters Score -2574827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2574832.750000 Penalty: 3225.467285
	Iteration 23Q: 3 clusters Score -2574833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2574841.500000 Penalty: 3225.467285
	Iteration 24Q: 3 clusters Score -2574842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2574850.500000 Penalty: 3225.467285
	Iteration 25Q: 3 clusters Score -2574850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2574857.500000 Penalty: 3225.467285
	Iteration 26Q: 3 clusters Score -2574858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2574863.500000 Penalty: 3225.467285
	Iteration 27Q: 3 clusters Score -2574864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2574870.250000 Penalty: 3225.467285
	Iteration 28Q: 3 clusters Score -2574870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2574864.250000 Penalty: 3225.467285
	Iteration 29Q: 3 clusters Score -2574864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2574867.250000 Penalty: 3225.467285
	Iteration 30Q: 3 clusters Score -2574867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2574867.250000 Penalty: 3225.467285
	Iteration 31Q: 3 clusters Score -2574867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2574873.500000 Penalty: 3225.467285
	Iteration 32Q: 3 clusters Score -2574874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2574876.000000 Penalty: 3225.467285
	Iteration 33Q: 3 clusters Score -2574876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2574875.500000 Penalty: 3225.467285
	Iteration 34Q: 3 clusters Score -2574876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2574874.500000 Penalty: 3225.467285
	Iteration 35Q: 3 clusters Score -2574874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2574874.500000 Penalty: 3225.467285
	Iteration 36Q: 3 clusters Score -2574874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2574879.750000 Penalty: 3225.467285
	Iteration 37Q: 3 clusters Score -2574880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2574875.250000 Penalty: 3225.467285
	Iteration 38Q: 3 clusters Score -2574875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2574880.000000 Penalty: 3225.467285
	Iteration 39Q: 3 clusters Score -2574880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2574880.500000 Penalty: 3225.467285
	Iteration 40F: 3 clusters Score -2574880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2574884.250000 Penalty: 3225.467285
	Iteration 41Q: 3 clusters Score -2574884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2574888.250000 Penalty: 3225.467285
	Iteration 42Q: 3 clusters Score -2574888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2574888.750000 Penalty: 3225.467285
	Iteration 43Q: 3 clusters Score -2574889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2574887.000000 Penalty: 3225.467285
	Iteration 44Q: 3 clusters Score -2574887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2574890.750000 Penalty: 3225.467285
	Iteration 45Q: 3 clusters Score -2574891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2574892.000000 Penalty: 3225.467285
	Iteration 46Q: 3 clusters Score -2574892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2574899.000000 Penalty: 3225.467285
	Iteration 47Q: 3 clusters Score -2574899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2574901.500000 Penalty: 3225.467285
	Iteration 48Q: 3 clusters Score -2574902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2574903.250000 Penalty: 3225.467285
	Iteration 49Q: 3 clusters Score -2574903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2574902.500000 Penalty: 3225.467285
	Iteration 50Q: 3 clusters Score -2574902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2574898.750000 Penalty: 3225.467285
	Iteration 51Q: 3 clusters Score -2574899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2574906.500000 Penalty: 3225.467285
	Iteration 52Q: 3 clusters Score -2574906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2574907.250000 Penalty: 3225.467285
	Iteration 53Q: 3 clusters Score -2574907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2574910.750000 Penalty: 3225.467285
	Iteration 54Q: 3 clusters Score -2574911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2574910.500000 Penalty: 3225.467285
	Iteration 55Q: 3 clusters Score -2574910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2574916.000000 Penalty: 3225.467285
	Iteration 56Q: 3 clusters Score -2574916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2574915.250000 Penalty: 3225.467285
	Iteration 57Q: 3 clusters Score -2574915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2574921.250000 Penalty: 3225.467285
	Iteration 58Q: 3 clusters Score -2574921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2574924.000000 Penalty: 3225.467285
	Iteration 59Q: 3 clusters Score -2574924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2574923.250000 Penalty: 3225.467285
	Iteration 60F: 3 clusters Score -2574923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2574925.250000 Penalty: 3225.467285
	Iteration 61Q: 3 clusters Score -2574925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2574924.500000 Penalty: 3225.467285
	Iteration 62Q: 3 clusters Score -2574924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2574932.000000 Penalty: 3225.467285
	Iteration 63Q: 3 clusters Score -2574932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2574938.500000 Penalty: 3225.467285
	Iteration 64Q: 3 clusters Score -2574938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2574930.500000 Penalty: 3225.467285
	Iteration 65Q: 3 clusters Score -2574930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2574929.000000 Penalty: 3225.467285
	Iteration 66Q: 3 clusters Score -2574929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2574928.000000 Penalty: 3225.467285
	Iteration 67Q: 3 clusters Score -2574928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2574931.500000 Penalty: 3225.467285
	Iteration 68Q: 3 clusters Score -2574932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2574934.750000 Penalty: 3225.467285
	Iteration 69Q: 3 clusters Score -2574935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2574935.250000 Penalty: 3225.467285
	Iteration 70Q: 3 clusters Score -2574935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2574939.750000 Penalty: 3225.467285
	Iteration 71Q: 3 clusters Score -2574940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2574937.500000 Penalty: 3225.467285
	Iteration 72Q: 3 clusters Score -2574938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2574939.500000 Penalty: 3225.467285
	Iteration 73Q: 3 clusters Score -2574940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2574938.500000 Penalty: 3225.467285
	Iteration 74Q: 3 clusters Score -2574938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2574938.750000 Penalty: 3225.467285
	Iteration 75Q: 3 clusters Score -2574939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2574938.750000 Penalty: 3225.467285
	Iteration 76Q: 3 clusters Score -2574939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2574946.000000 Penalty: 3225.467285
	Iteration 77Q: 3 clusters Score -2574946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2574944.000000 Penalty: 3225.467285
	Iteration 78Q: 3 clusters Score -2574944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2574950.500000 Penalty: 3225.467285
	Iteration 79Q: 3 clusters Score -2574950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2574949.250000 Penalty: 3225.467285
	Iteration 80F: 3 clusters Score -2574949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2574949.000000 Penalty: 3225.467285
	Iteration 81Q: 3 clusters Score -2574949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2574948.750000 Penalty: 3225.467285
	Iteration 82Q: 3 clusters Score -2574949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2574946.250000 Penalty: 3225.467285
	Iteration 83Q: 3 clusters Score -2574946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2574947.500000 Penalty: 3225.467285
	Iteration 84Q: 3 clusters Score -2574948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2574952.000000 Penalty: 3225.467285
	Iteration 85Q: 3 clusters Score -2574952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2574950.000000 Penalty: 3225.467285
	Iteration 86Q: 3 clusters Score -2574950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2574950.000000 Penalty: 3225.467285
	Iteration 87F: 3 clusters Score -2574950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -204509.890625 Penalty: 1223.091675
	Iteration 0F: 2 clusters Score -204509.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202578.656250 Penalty: 2446.183350
	Iteration 0F: 3 clusters Score -202578.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -203184.656250 Penalty: 2446.183350
	Iteration 1F: 3 clusters Score -203184.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -203524.640625 Penalty: 2446.183350
	Iteration 2F: 3 clusters Score -203524.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -203856.593750 Penalty: 2446.183350
	Iteration 3F: 3 clusters Score -203856.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -204138.812500 Penalty: 2446.183350
	Iteration 4F: 3 clusters Score -204138.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -204285.593750 Penalty: 2446.183350
	Iteration 5F: 3 clusters Score -204285.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204361.953125 Penalty: 2446.183350
	Iteration 6Q: 3 clusters Score -204362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -204404.671875 Penalty: 2446.183350
	Iteration 7Q: 3 clusters Score -204404.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -204430.984375 Penalty: 2446.183350
	Iteration 8Q: 3 clusters Score -204431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -204455.015625 Penalty: 2446.183350
	Iteration 9Q: 3 clusters Score -204455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -204473.703125 Penalty: 2446.183350
	Iteration 10Q: 3 clusters Score -204473.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -204484.078125 Penalty: 2446.183350
	Iteration 11Q: 3 clusters Score -204484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204490.046875 Penalty: 2446.183350
	Iteration 12Q: 3 clusters Score -204490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204499.171875 Penalty: 2446.183350
	Iteration 13Q: 3 clusters Score -204499.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -204504.656250 Penalty: 2446.183350
	Iteration 14Q: 3 clusters Score -204504.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -204506.953125 Penalty: 2446.183350
	Iteration 15Q: 3 clusters Score -204507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -204512.015625 Penalty: 2446.183350
	Iteration 16Q: 3 clusters Score -204512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -204518.718750 Penalty: 2446.183350
	Iteration 17Q: 3 clusters Score -204518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -204524.656250 Penalty: 2446.183350
	Iteration 18Q: 3 clusters Score -204524.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -204529.906250 Penalty: 2446.183350
	Iteration 19Q: 3 clusters Score -204529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -204533.796875 Penalty: 2446.183350
	Iteration 20F: 3 clusters Score -204533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -204536.062500 Penalty: 2446.183350
	Iteration 21Q: 3 clusters Score -204536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -204540.046875 Penalty: 2446.183350
	Iteration 22Q: 3 clusters Score -204540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -204541.671875 Penalty: 2446.183350
	Iteration 23Q: 3 clusters Score -204541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -204541.859375 Penalty: 2446.183350
	Iteration 24Q: 3 clusters Score -204541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -204542.156250 Penalty: 2446.183350
	Iteration 25Q: 3 clusters Score -204542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -204542.359375 Penalty: 2446.183350
	Iteration 26Q: 3 clusters Score -204542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -204543.453125 Penalty: 2446.183350
	Iteration 27Q: 3 clusters Score -204543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -204543.656250 Penalty: 2446.183350
	Iteration 28Q: 3 clusters Score -204543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -204544.718750 Penalty: 2446.183350
	Iteration 29Q: 3 clusters Score -204544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204545.140625 Penalty: 2446.183350
	Iteration 30Q: 3 clusters Score -204545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -204545.921875 Penalty: 2446.183350
	Iteration 31Q: 3 clusters Score -204545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -204548.312500 Penalty: 2446.183350
	Iteration 32Q: 3 clusters Score -204548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -204549.359375 Penalty: 2446.183350
	Iteration 33Q: 3 clusters Score -204549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -204550.421875 Penalty: 2446.183350
	Iteration 34Q: 3 clusters Score -204550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204550.390625 Penalty: 2446.183350
	Iteration 35Q: 3 clusters Score -204550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204550.390625 Penalty: 2446.183350
	Iteration 36F: 3 clusters Score -204550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33839 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24864 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102209 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 105792 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 53292 members 
Mstep: Class 15 contains 122965 members 
Mstep: Class 16 contains 39757 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 79328 members 
Mstep: Class 20 contains 13940 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42770 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 20425 members 
Mstep: Class 27 contains 781 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68282 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30213 members 
Mstep: Class 34 contains 129528 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17298 members 
Mstep: Class 37 contains 7256 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115539 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69643 members 
Mstep: Class 44 contains 1076 members 
Entering Unmasked Estep 
Score: -141761136.000000 Penalty: 99821.273438
Splitting cluster 27 changes total score from -141763056.000000 to -141761136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -280786.375000 Penalty: 1259.264893
	Iteration 0F: 2 clusters Score -280786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -278479.218750 Penalty: 2518.529785
	Iteration 0F: 3 clusters Score -278479.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -279019.156250 Penalty: 2518.529785
	Iteration 1F: 3 clusters Score -279019.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279145.625000 Penalty: 2518.529785
	Iteration 2F: 3 clusters Score -279145.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279246.781250 Penalty: 2518.529785
	Iteration 3F: 3 clusters Score -279246.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -279337.656250 Penalty: 2518.529785
	Iteration 4Q: 3 clusters Score -279337.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279434.187500 Penalty: 2518.529785
	Iteration 5Q: 3 clusters Score -279434.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279562.312500 Penalty: 2518.529785
	Iteration 6Q: 3 clusters Score -279562.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279747.218750 Penalty: 2518.529785
	Iteration 7F: 3 clusters Score -279747.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -279963.312500 Penalty: 2518.529785
	Iteration 8Q: 3 clusters Score -279963.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -280147.250000 Penalty: 2518.529785
	Iteration 9Q: 3 clusters Score -280147.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -280296.156250 Penalty: 2518.529785
	Iteration 10Q: 3 clusters Score -280296.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -280416.625000 Penalty: 2518.529785
	Iteration 11Q: 3 clusters Score -280416.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -280511.937500 Penalty: 2518.529785
	Iteration 12Q: 3 clusters Score -280511.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280575.343750 Penalty: 2518.529785
	Iteration 13Q: 3 clusters Score -280575.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -280601.343750 Penalty: 2518.529785
	Iteration 14Q: 3 clusters Score -280601.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280608.406250 Penalty: 2518.529785
	Iteration 15Q: 3 clusters Score -280608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -280613.718750 Penalty: 2518.529785
	Iteration 16Q: 3 clusters Score -280613.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -280619.093750 Penalty: 2518.529785
	Iteration 17Q: 3 clusters Score -280619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -280622.500000 Penalty: 2518.529785
	Iteration 18Q: 3 clusters Score -280622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -280624.312500 Penalty: 2518.529785
	Iteration 19Q: 3 clusters Score -280624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -280626.968750 Penalty: 2518.529785
	Iteration 20F: 3 clusters Score -280627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -280628.531250 Penalty: 2518.529785
	Iteration 21Q: 3 clusters Score -280628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -280628.968750 Penalty: 2518.529785
	Iteration 22Q: 3 clusters Score -280629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -280629.812500 Penalty: 2518.529785
	Iteration 23Q: 3 clusters Score -280629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -280631.250000 Penalty: 2518.529785
	Iteration 24Q: 3 clusters Score -280631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -280632.531250 Penalty: 2518.529785
	Iteration 25Q: 3 clusters Score -280632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280635.125000 Penalty: 2518.529785
	Iteration 26Q: 3 clusters Score -280635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -280640.406250 Penalty: 2518.529785
	Iteration 27Q: 3 clusters Score -280640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -280644.125000 Penalty: 2518.529785
	Iteration 28Q: 3 clusters Score -280644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -280648.375000 Penalty: 2518.529785
	Iteration 29Q: 3 clusters Score -280648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -280652.812500 Penalty: 2518.529785
	Iteration 30Q: 3 clusters Score -280652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -280657.531250 Penalty: 2518.529785
	Iteration 31Q: 3 clusters Score -280657.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -280662.781250 Penalty: 2518.529785
	Iteration 32Q: 3 clusters Score -280662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -280668.281250 Penalty: 2518.529785
	Iteration 33Q: 3 clusters Score -280668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -280669.562500 Penalty: 2518.529785
	Iteration 34Q: 3 clusters Score -280669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -280670.875000 Penalty: 2518.529785
	Iteration 35Q: 3 clusters Score -280670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -280672.281250 Penalty: 2518.529785
	Iteration 36Q: 3 clusters Score -280672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -280672.593750 Penalty: 2518.529785
	Iteration 37Q: 3 clusters Score -280672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -280672.906250 Penalty: 2518.529785
	Iteration 38Q: 3 clusters Score -280672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -280674.000000 Penalty: 2518.529785
	Iteration 39Q: 3 clusters Score -280674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -280674.468750 Penalty: 2518.529785
	Iteration 40F: 3 clusters Score -280674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -280674.375000 Penalty: 2518.529785
	Iteration 41Q: 3 clusters Score -280674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -280674.968750 Penalty: 2518.529785
	Iteration 42Q: 3 clusters Score -280675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -280675.718750 Penalty: 2518.529785
	Iteration 43Q: 3 clusters Score -280675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -280677.250000 Penalty: 2518.529785
	Iteration 44Q: 3 clusters Score -280677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -280677.437500 Penalty: 2518.529785
	Iteration 45Q: 3 clusters Score -280677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -280677.437500 Penalty: 2518.529785
	Iteration 46F: 3 clusters Score -280677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12465.525391 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12465.53 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12742.897461 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12742.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12835.708008 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12835.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12882.709961 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12882.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12896.545898 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12896.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12913.479492 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -12913.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12916.744141 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -12916.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12916.744141 Penalty: 1791.864380
	Iteration 7F: 3 clusters Score -12916.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -57762.019531 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -57762.02 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 311 members 
Entering Unmasked Estep 
Score: -56645.988281 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -56645.99 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56914.414062 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -56914.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57081.105469 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -57081.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57195.406250 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -57195.41 nChanged 25
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: -57256.992188 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -57256.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57329.453125 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -57329.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57428.925781 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -57428.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57489.984375 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -57489.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57532.609375 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -57532.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57560.773438 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -57560.77 nChanged 4
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: -57570.929688 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -57570.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57593.070312 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -57593.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57619.773438 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -57619.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57622.203125 Penalty: 2088.608643
	Iteration 13Q: 3 clusters Score -57622.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57643.515625 Penalty: 2088.608643
	Iteration 14F: 3 clusters Score -57643.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57690.265625 Penalty: 2088.608643
	Iteration 15Q: 3 clusters Score -57690.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57705.101562 Penalty: 2088.608643
	Iteration 16Q: 3 clusters Score -57705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57711.156250 Penalty: 2088.608643
	Iteration 17Q: 3 clusters Score -57711.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57712.812500 Penalty: 2088.608643
	Iteration 18Q: 3 clusters Score -57712.81 nChanged 1
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: -57714.503906 Penalty: 2088.608643
	Iteration 19Q: 3 clusters Score -57714.5 nChanged 0
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: -57714.503906 Penalty: 2088.608643
	Iteration 20F: 3 clusters Score -57714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (68282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Entering Unmasked Estep 
Score: -8640058.000000 Penalty: 1808.852661
	Iteration 0F: 2 clusters Score -8640058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -8594231.000000 Penalty: 3617.705322
	Iteration 0F: 3 clusters Score -8594231 nChanged 32447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -8612575.000000 Penalty: 3617.705322
	Iteration 1F: 3 clusters Score -8612575 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -8613276.000000 Penalty: 3617.705322
	Iteration 2Q: 3 clusters Score -8613276 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -8614173.000000 Penalty: 3617.705322
	Iteration 3Q: 3 clusters Score -8614173 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -8615658.000000 Penalty: 3617.705322
	Iteration 4Q: 3 clusters Score -8615658 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8617898.000000 Penalty: 3617.705322
	Iteration 5F: 3 clusters Score -8617898 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -8621497.000000 Penalty: 3617.705322
	Iteration 6F: 3 clusters Score -8621497 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -8626270.000000 Penalty: 3617.705322
	Iteration 7F: 3 clusters Score -8626270 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8631209.000000 Penalty: 3617.705322
	Iteration 8F: 3 clusters Score -8631209 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -8634919.000000 Penalty: 3617.705322
	Iteration 9F: 3 clusters Score -8634919 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -8636923.000000 Penalty: 3617.705322
	Iteration 10Q: 3 clusters Score -8636923 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -8637694.000000 Penalty: 3617.705322
	Iteration 11Q: 3 clusters Score -8637694 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -8638003.000000 Penalty: 3617.705322
	Iteration 12Q: 3 clusters Score -8638003 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -8638157.000000 Penalty: 3617.705322
	Iteration 13Q: 3 clusters Score -8638157 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -8638259.000000 Penalty: 3617.705322
	Iteration 14Q: 3 clusters Score -8638259 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -8638334.000000 Penalty: 3617.705322
	Iteration 15Q: 3 clusters Score -8638334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -8638391.000000 Penalty: 3617.705322
	Iteration 16Q: 3 clusters Score -8638391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -8638419.000000 Penalty: 3617.705322
	Iteration 17Q: 3 clusters Score -8638419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -8638437.000000 Penalty: 3617.705322
	Iteration 18Q: 3 clusters Score -8638437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -8638448.000000 Penalty: 3617.705322
	Iteration 19Q: 3 clusters Score -8638448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -8638444.000000 Penalty: 3617.705322
	Iteration 20F: 3 clusters Score -8638444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -8638449.000000 Penalty: 3617.705322
	Iteration 21Q: 3 clusters Score -8638449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8638453.000000 Penalty: 3617.705322
	Iteration 22Q: 3 clusters Score -8638453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -8638472.000000 Penalty: 3617.705322
	Iteration 23Q: 3 clusters Score -8638472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -8638482.000000 Penalty: 3617.705322
	Iteration 24Q: 3 clusters Score -8638482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -8638486.000000 Penalty: 3617.705322
	Iteration 25Q: 3 clusters Score -8638486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -8638490.000000 Penalty: 3617.705322
	Iteration 26Q: 3 clusters Score -8638490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -8638503.000000 Penalty: 3617.705322
	Iteration 27Q: 3 clusters Score -8638503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -8638506.000000 Penalty: 3617.705322
	Iteration 28Q: 3 clusters Score -8638506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -8638514.000000 Penalty: 3617.705322
	Iteration 29Q: 3 clusters Score -8638514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -8638510.000000 Penalty: 3617.705322
	Iteration 30Q: 3 clusters Score -8638510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -8638512.000000 Penalty: 3617.705322
	Iteration 31Q: 3 clusters Score -8638512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -8638522.000000 Penalty: 3617.705322
	Iteration 32Q: 3 clusters Score -8638522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -8638522.000000 Penalty: 3617.705322
	Iteration 33Q: 3 clusters Score -8638522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -8638522.000000 Penalty: 3617.705322
	Iteration 34Q: 3 clusters Score -8638522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -8638523.000000 Penalty: 3617.705322
	Iteration 35Q: 3 clusters Score -8638523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -8638526.000000 Penalty: 3617.705322
	Iteration 36Q: 3 clusters Score -8638526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -8638535.000000 Penalty: 3617.705322
	Iteration 37Q: 3 clusters Score -8638535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -8638531.000000 Penalty: 3617.705322
	Iteration 38Q: 3 clusters Score -8638531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8638537.000000 Penalty: 3617.705322
	Iteration 39Q: 3 clusters Score -8638537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -8638534.000000 Penalty: 3617.705322
	Iteration 40F: 3 clusters Score -8638534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -8638539.000000 Penalty: 3617.705322
	Iteration 41Q: 3 clusters Score -8638539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -8638541.000000 Penalty: 3617.705322
	Iteration 42Q: 3 clusters Score -8638541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -8638551.000000 Penalty: 3617.705322
	Iteration 43Q: 3 clusters Score -8638551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -8638554.000000 Penalty: 3617.705322
	Iteration 44Q: 3 clusters Score -8638554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -8638545.000000 Penalty: 3617.705322
	Iteration 45Q: 3 clusters Score -8638545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -8638549.000000 Penalty: 3617.705322
	Iteration 46Q: 3 clusters Score -8638549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -8638543.000000 Penalty: 3617.705322
	Iteration 47Q: 3 clusters Score -8638543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -8638545.000000 Penalty: 3617.705322
	Iteration 48Q: 3 clusters Score -8638545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -8638544.000000 Penalty: 3617.705322
	Iteration 49Q: 3 clusters Score -8638544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -8638542.000000 Penalty: 3617.705322
	Iteration 50Q: 3 clusters Score -8638542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -8638546.000000 Penalty: 3617.705322
	Iteration 51Q: 3 clusters Score -8638546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -8638551.000000 Penalty: 3617.705322
	Iteration 52Q: 3 clusters Score -8638551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -8638547.000000 Penalty: 3617.705322
	Iteration 53Q: 3 clusters Score -8638547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -8638551.000000 Penalty: 3617.705322
	Iteration 54Q: 3 clusters Score -8638551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -8638556.000000 Penalty: 3617.705322
	Iteration 55Q: 3 clusters Score -8638556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -8638563.000000 Penalty: 3617.705322
	Iteration 56Q: 3 clusters Score -8638563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -8638564.000000 Penalty: 3617.705322
	Iteration 57Q: 3 clusters Score -8638564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -8638563.000000 Penalty: 3617.705322
	Iteration 58Q: 3 clusters Score -8638563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -8638562.000000 Penalty: 3617.705322
	Iteration 59Q: 3 clusters Score -8638562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -8638565.000000 Penalty: 3617.705322
	Iteration 60F: 3 clusters Score -8638565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35024.464844 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35024.46 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35595.316406 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35595.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35821.507812 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -35821.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35890.734375 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -35890.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35974.445312 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -35974.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36004.601562 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -36004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36014.000000 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36020.601562 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -36020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36020.601562 Penalty: 1991.941284
	Iteration 8F: 3 clusters Score -36020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33839 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24864 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102209 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 105792 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 53292 members 
Mstep: Class 15 contains 122965 members 
Mstep: Class 16 contains 39757 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 79328 members 
Mstep: Class 20 contains 13940 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42770 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 20425 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68282 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 30213 members 
Mstep: Class 34 contains 129528 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17298 members 
Mstep: Class 37 contains 7256 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115539 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69643 members 
Mstep: Class 44 contains 222 members 
Entering Unmasked Estep 
Score: -141760704.000000 Penalty: 99821.273438
Splitting cluster 32 changes total score from -141763056.000000 to -141760704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (30213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Entering Unmasked Estep 
Score: -3832930.250000 Penalty: 1676.354492
	Iteration 0F: 2 clusters Score -3832930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3812486.250000 Penalty: 3352.708984
	Iteration 0F: 3 clusters Score -3812486 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3820195.000000 Penalty: 3352.708984
	Iteration 1F: 3 clusters Score -3820195 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3820646.000000 Penalty: 3352.708984
	Iteration 2Q: 3 clusters Score -3820646 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3821169.250000 Penalty: 3352.708984
	Iteration 3Q: 3 clusters Score -3821169 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3821906.000000 Penalty: 3352.708984
	Iteration 4F: 3 clusters Score -3821906 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3823038.250000 Penalty: 3352.708984
	Iteration 5F: 3 clusters Score -3823038 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3824708.250000 Penalty: 3352.708984
	Iteration 6F: 3 clusters Score -3824708 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3826759.000000 Penalty: 3352.708984
	Iteration 7F: 3 clusters Score -3826759 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3828757.250000 Penalty: 3352.708984
	Iteration 8F: 3 clusters Score -3828757 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3830055.750000 Penalty: 3352.708984
	Iteration 9Q: 3 clusters Score -3830056 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3830758.250000 Penalty: 3352.708984
	Iteration 10Q: 3 clusters Score -3830758 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3831103.750000 Penalty: 3352.708984
	Iteration 11Q: 3 clusters Score -3831104 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3831278.000000 Penalty: 3352.708984
	Iteration 12Q: 3 clusters Score -3831278 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3831363.500000 Penalty: 3352.708984
	Iteration 13Q: 3 clusters Score -3831364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3831408.500000 Penalty: 3352.708984
	Iteration 14Q: 3 clusters Score -3831408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3831446.750000 Penalty: 3352.708984
	Iteration 15Q: 3 clusters Score -3831447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3831476.000000 Penalty: 3352.708984
	Iteration 16Q: 3 clusters Score -3831476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3831491.750000 Penalty: 3352.708984
	Iteration 17Q: 3 clusters Score -3831492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -3831499.750000 Penalty: 3352.708984
	Iteration 18Q: 3 clusters Score -3831500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3831506.500000 Penalty: 3352.708984
	Iteration 19Q: 3 clusters Score -3831506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3831506.000000 Penalty: 3352.708984
	Iteration 20F: 3 clusters Score -3831506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3831505.750000 Penalty: 3352.708984
	Iteration 21Q: 3 clusters Score -3831506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3831508.250000 Penalty: 3352.708984
	Iteration 22Q: 3 clusters Score -3831508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3831514.000000 Penalty: 3352.708984
	Iteration 23Q: 3 clusters Score -3831514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3831515.000000 Penalty: 3352.708984
	Iteration 24Q: 3 clusters Score -3831515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3831512.000000 Penalty: 3352.708984
	Iteration 25Q: 3 clusters Score -3831512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3831512.000000 Penalty: 3352.708984
	Iteration 26F: 3 clusters Score -3831512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (129528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129528 members 
Entering Unmasked Estep 
Score: -16412487.000000 Penalty: 1912.893433
	Iteration 0F: 2 clusters Score -1.641249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -16340490.000000 Penalty: 3825.786865
	Iteration 0F: 3 clusters Score -1.634049e+07 nChanged 62149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -16376506.000000 Penalty: 3825.786865
	Iteration 1F: 3 clusters Score -1.637651e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -16377111.000000 Penalty: 3825.786865
	Iteration 2Q: 3 clusters Score -1.637711e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -16377734.000000 Penalty: 3825.786865
	Iteration 3Q: 3 clusters Score -1.637773e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -16378537.000000 Penalty: 3825.786865
	Iteration 4Q: 3 clusters Score -1.637854e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -16379625.000000 Penalty: 3825.786865
	Iteration 5Q: 3 clusters Score -1.637962e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -16381137.000000 Penalty: 3825.786865
	Iteration 6Q: 3 clusters Score -1.638114e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -16383813.000000 Penalty: 3825.786865
	Iteration 7Q: 3 clusters Score -1.638381e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -16388235.000000 Penalty: 3825.786865
	Iteration 8F: 3 clusters Score -1.638824e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -16394559.000000 Penalty: 3825.786865
	Iteration 9F: 3 clusters Score -1.639456e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -16399543.000000 Penalty: 3825.786865
	Iteration 10F: 3 clusters Score -1.639954e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -16401587.000000 Penalty: 3825.786865
	Iteration 11Q: 3 clusters Score -1.640159e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -16402095.000000 Penalty: 3825.786865
	Iteration 12Q: 3 clusters Score -1.64021e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -16402273.000000 Penalty: 3825.786865
	Iteration 13Q: 3 clusters Score -1.640227e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -16402381.000000 Penalty: 3825.786865
	Iteration 14Q: 3 clusters Score -1.640238e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -16402470.000000 Penalty: 3825.786865
	Iteration 15Q: 3 clusters Score -1.640247e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -16402493.000000 Penalty: 3825.786865
	Iteration 16Q: 3 clusters Score -1.640249e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -16402595.000000 Penalty: 3825.786865
	Iteration 17Q: 3 clusters Score -1.64026e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -16402674.000000 Penalty: 3825.786865
	Iteration 18Q: 3 clusters Score -1.640267e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -16402733.000000 Penalty: 3825.786865
	Iteration 19Q: 3 clusters Score -1.640273e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -16402767.000000 Penalty: 3825.786865
	Iteration 20F: 3 clusters Score -1.640277e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -16402795.000000 Penalty: 3825.786865
	Iteration 21Q: 3 clusters Score -1.64028e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -16402836.000000 Penalty: 3825.786865
	Iteration 22Q: 3 clusters Score -1.640284e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -16402894.000000 Penalty: 3825.786865
	Iteration 23Q: 3 clusters Score -1.640289e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -16403106.000000 Penalty: 3825.786865
	Iteration 24Q: 3 clusters Score -1.640311e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -16403301.000000 Penalty: 3825.786865
	Iteration 25Q: 3 clusters Score -1.64033e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -16403497.000000 Penalty: 3825.786865
	Iteration 26Q: 3 clusters Score -1.64035e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -16403594.000000 Penalty: 3825.786865
	Iteration 27Q: 3 clusters Score -1.640359e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -16403882.000000 Penalty: 3825.786865
	Iteration 28Q: 3 clusters Score -1.640388e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -16404134.000000 Penalty: 3825.786865
	Iteration 29Q: 3 clusters Score -1.640413e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -16404437.000000 Penalty: 3825.786865
	Iteration 30Q: 3 clusters Score -1.640444e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -16404731.000000 Penalty: 3825.786865
	Iteration 31Q: 3 clusters Score -1.640473e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -16404697.000000 Penalty: 3825.786865
	Iteration 32Q: 3 clusters Score -1.64047e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -16404597.000000 Penalty: 3825.786865
	Iteration 33Q: 3 clusters Score -1.64046e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -16404570.000000 Penalty: 3825.786865
	Iteration 34Q: 3 clusters Score -1.640457e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -16404544.000000 Penalty: 3825.786865
	Iteration 35Q: 3 clusters Score -1.640454e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -16404545.000000 Penalty: 3825.786865
	Iteration 36Q: 3 clusters Score -1.640454e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -16404491.000000 Penalty: 3825.786865
	Iteration 37Q: 3 clusters Score -1.640449e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -16404433.000000 Penalty: 3825.786865
	Iteration 38Q: 3 clusters Score -1.640443e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -16404434.000000 Penalty: 3825.786865
	Iteration 39Q: 3 clusters Score -1.640443e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -16404957.000000 Penalty: 3825.786865
	Iteration 40F: 3 clusters Score -1.640496e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -16405448.000000 Penalty: 3825.786865
	Iteration 41Q: 3 clusters Score -1.640545e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -16406062.000000 Penalty: 3825.786865
	Iteration 42Q: 3 clusters Score -1.640606e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -16406758.000000 Penalty: 3825.786865
	Iteration 43Q: 3 clusters Score -1.640676e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -16407839.000000 Penalty: 3825.786865
	Iteration 44Q: 3 clusters Score -1.640784e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -16409128.000000 Penalty: 3825.786865
	Iteration 45Q: 3 clusters Score -1.640913e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -16409933.000000 Penalty: 3825.786865
	Iteration 46Q: 3 clusters Score -1.640993e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -16410696.000000 Penalty: 3825.786865
	Iteration 47Q: 3 clusters Score -1.64107e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -16411463.000000 Penalty: 3825.786865
	Iteration 48Q: 3 clusters Score -1.641146e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -16412089.000000 Penalty: 3825.786865
	Iteration 49Q: 3 clusters Score -1.641209e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -16412694.000000 Penalty: 3825.786865
	Iteration 50Q: 3 clusters Score -1.641269e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -16413115.000000 Penalty: 3825.786865
	Iteration 51Q: 3 clusters Score -1.641312e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -16413354.000000 Penalty: 3825.786865
	Iteration 52Q: 3 clusters Score -1.641335e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -16413455.000000 Penalty: 3825.786865
	Iteration 53Q: 3 clusters Score -1.641346e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -16413638.000000 Penalty: 3825.786865
	Iteration 54Q: 3 clusters Score -1.641364e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -16413741.000000 Penalty: 3825.786865
	Iteration 55Q: 3 clusters Score -1.641374e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -16413795.000000 Penalty: 3825.786865
	Iteration 56Q: 3 clusters Score -1.64138e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -16413909.000000 Penalty: 3825.786865
	Iteration 57Q: 3 clusters Score -1.641391e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -16413984.000000 Penalty: 3825.786865
	Iteration 58Q: 3 clusters Score -1.641398e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -16413980.000000 Penalty: 3825.786865
	Iteration 59Q: 3 clusters Score -1.641398e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -16416027.000000 Penalty: 3825.786865
	Iteration 60F: 3 clusters Score -1.641603e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -16417470.000000 Penalty: 3825.786865
	Iteration 61Q: 3 clusters Score -1.641747e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -16418345.000000 Penalty: 3825.786865
	Iteration 62Q: 3 clusters Score -1.641834e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -16418901.000000 Penalty: 3825.786865
	Iteration 63Q: 3 clusters Score -1.64189e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -16419514.000000 Penalty: 3825.786865
	Iteration 64Q: 3 clusters Score -1.641951e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -16419847.000000 Penalty: 3825.786865
	Iteration 65Q: 3 clusters Score -1.641985e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -16420114.000000 Penalty: 3825.786865
	Iteration 66Q: 3 clusters Score -1.642011e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -16420377.000000 Penalty: 3825.786865
	Iteration 67Q: 3 clusters Score -1.642038e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -16420678.000000 Penalty: 3825.786865
	Iteration 68Q: 3 clusters Score -1.642068e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -16420699.000000 Penalty: 3825.786865
	Iteration 69Q: 3 clusters Score -1.64207e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -16420703.000000 Penalty: 3825.786865
	Iteration 70Q: 3 clusters Score -1.64207e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -16420645.000000 Penalty: 3825.786865
	Iteration 71Q: 3 clusters Score -1.642064e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -16420596.000000 Penalty: 3825.786865
	Iteration 72Q: 3 clusters Score -1.64206e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -16420591.000000 Penalty: 3825.786865
	Iteration 73Q: 3 clusters Score -1.642059e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -16420519.000000 Penalty: 3825.786865
	Iteration 74Q: 3 clusters Score -1.642052e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -16420458.000000 Penalty: 3825.786865
	Iteration 75Q: 3 clusters Score -1.642046e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -16420426.000000 Penalty: 3825.786865
	Iteration 76Q: 3 clusters Score -1.642043e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -16420473.000000 Penalty: 3825.786865
	Iteration 77Q: 3 clusters Score -1.642047e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -16420445.000000 Penalty: 3825.786865
	Iteration 78Q: 3 clusters Score -1.642044e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -16420374.000000 Penalty: 3825.786865
	Iteration 79Q: 3 clusters Score -1.642037e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -16420334.000000 Penalty: 3825.786865
	Iteration 80F: 3 clusters Score -1.642033e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -16420330.000000 Penalty: 3825.786865
	Iteration 81Q: 3 clusters Score -1.642033e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -16420230.000000 Penalty: 3825.786865
	Iteration 82Q: 3 clusters Score -1.642023e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -16420194.000000 Penalty: 3825.786865
	Iteration 83Q: 3 clusters Score -1.642019e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -16420121.000000 Penalty: 3825.786865
	Iteration 84Q: 3 clusters Score -1.642012e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -16420068.000000 Penalty: 3825.786865
	Iteration 85Q: 3 clusters Score -1.642007e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -16419996.000000 Penalty: 3825.786865
	Iteration 86Q: 3 clusters Score -1.642e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -16420004.000000 Penalty: 3825.786865
	Iteration 87Q: 3 clusters Score -1.642e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -16419969.000000 Penalty: 3825.786865
	Iteration 88Q: 3 clusters Score -1.641997e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -16419934.000000 Penalty: 3825.786865
	Iteration 89Q: 3 clusters Score -1.641993e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -16419887.000000 Penalty: 3825.786865
	Iteration 90Q: 3 clusters Score -1.641989e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -16419903.000000 Penalty: 3825.786865
	Iteration 91Q: 3 clusters Score -1.64199e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -16419821.000000 Penalty: 3825.786865
	Iteration 92Q: 3 clusters Score -1.641982e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -16419684.000000 Penalty: 3825.786865
	Iteration 93Q: 3 clusters Score -1.641968e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -16419238.000000 Penalty: 3825.786865
	Iteration 94Q: 3 clusters Score -1.641924e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -16418730.000000 Penalty: 3825.786865
	Iteration 95Q: 3 clusters Score -1.641873e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -16417944.000000 Penalty: 3825.786865
	Iteration 96Q: 3 clusters Score -1.641794e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102985 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -16416620.000000 Penalty: 3825.786865
	Iteration 97Q: 3 clusters Score -1.641662e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -16414881.000000 Penalty: 3825.786865
	Iteration 98Q: 3 clusters Score -1.641488e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -16414367.000000 Penalty: 3825.786865
	Iteration 99Q: 3 clusters Score -1.641437e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112581 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -16415136.000000 Penalty: 3825.786865
	Iteration 100F: 3 clusters Score -1.641514e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -16415216.000000 Penalty: 3825.786865
	Iteration 101Q: 3 clusters Score -1.641522e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -16414968.000000 Penalty: 3825.786865
	Iteration 102Q: 3 clusters Score -1.641497e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119385 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -16414656.000000 Penalty: 3825.786865
	Iteration 103Q: 3 clusters Score -1.641466e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -16414395.000000 Penalty: 3825.786865
	Iteration 104Q: 3 clusters Score -1.64144e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122028 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -16414057.000000 Penalty: 3825.786865
	Iteration 105Q: 3 clusters Score -1.641406e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123001 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -16413735.000000 Penalty: 3825.786865
	Iteration 106Q: 3 clusters Score -1.641374e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -16413366.000000 Penalty: 3825.786865
	Iteration 107Q: 3 clusters Score -1.641337e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124588 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -16413086.000000 Penalty: 3825.786865
	Iteration 108Q: 3 clusters Score -1.641309e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -16412935.000000 Penalty: 3825.786865
	Iteration 109Q: 3 clusters Score -1.641294e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125714 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -16412746.000000 Penalty: 3825.786865
	Iteration 110Q: 3 clusters Score -1.641275e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -16412598.000000 Penalty: 3825.786865
	Iteration 111Q: 3 clusters Score -1.64126e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -16412397.000000 Penalty: 3825.786865
	Iteration 112Q: 3 clusters Score -1.64124e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -16412283.000000 Penalty: 3825.786865
	Iteration 113Q: 3 clusters Score -1.641228e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127129 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -16412138.000000 Penalty: 3825.786865
	Iteration 114Q: 3 clusters Score -1.641214e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -16412033.000000 Penalty: 3825.786865
	Iteration 115Q: 3 clusters Score -1.641203e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -16411979.000000 Penalty: 3825.786865
	Iteration 116Q: 3 clusters Score -1.641198e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -16411947.000000 Penalty: 3825.786865
	Iteration 117Q: 3 clusters Score -1.641195e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127789 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16411854.000000 Penalty: 3825.786865
	Iteration 118Q: 3 clusters Score -1.641185e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -16411767.000000 Penalty: 3825.786865
	Iteration 119Q: 3 clusters Score -1.641177e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -16411758.000000 Penalty: 3825.786865
	Iteration 120F: 3 clusters Score -1.641176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -16411750.000000 Penalty: 3825.786865
	Iteration 121Q: 3 clusters Score -1.641175e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128104 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16411758.000000 Penalty: 3825.786865
	Iteration 122Q: 3 clusters Score -1.641176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16411748.000000 Penalty: 3825.786865
	Iteration 123Q: 3 clusters Score -1.641175e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128197 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -16411734.000000 Penalty: 3825.786865
	Iteration 124Q: 3 clusters Score -1.641173e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16411696.000000 Penalty: 3825.786865
	Iteration 125Q: 3 clusters Score -1.64117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -16411686.000000 Penalty: 3825.786865
	Iteration 126Q: 3 clusters Score -1.641169e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128304 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16411677.000000 Penalty: 3825.786865
	Iteration 127Q: 3 clusters Score -1.641168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16411666.000000 Penalty: 3825.786865
	Iteration 128Q: 3 clusters Score -1.641167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16411649.000000 Penalty: 3825.786865
	Iteration 129Q: 3 clusters Score -1.641165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128357 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16411651.000000 Penalty: 3825.786865
	Iteration 130Q: 3 clusters Score -1.641165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128372 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -16411665.000000 Penalty: 3825.786865
	Iteration 131Q: 3 clusters Score -1.641166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128383 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16411664.000000 Penalty: 3825.786865
	Iteration 132Q: 3 clusters Score -1.641166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128389 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16411680.000000 Penalty: 3825.786865
	Iteration 133Q: 3 clusters Score -1.641168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128394 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16411683.000000 Penalty: 3825.786865
	Iteration 134Q: 3 clusters Score -1.641168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128406 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -16411669.000000 Penalty: 3825.786865
	Iteration 135Q: 3 clusters Score -1.641167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16411656.000000 Penalty: 3825.786865
	Iteration 136Q: 3 clusters Score -1.641166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128430 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16411647.000000 Penalty: 3825.786865
	Iteration 137Q: 3 clusters Score -1.641165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16411638.000000 Penalty: 3825.786865
	Iteration 138Q: 3 clusters Score -1.641164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16411630.000000 Penalty: 3825.786865
	Iteration 139Q: 3 clusters Score -1.641163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128449 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16411648.000000 Penalty: 3825.786865
	Iteration 140F: 3 clusters Score -1.641165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16411652.000000 Penalty: 3825.786865
	Iteration 141Q: 3 clusters Score -1.641165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128470 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16411628.000000 Penalty: 3825.786865
	Iteration 142Q: 3 clusters Score -1.641163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16411635.000000 Penalty: 3825.786865
	Iteration 143Q: 3 clusters Score -1.641164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -16411624.000000 Penalty: 3825.786865
	Iteration 144Q: 3 clusters Score -1.641162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128485 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16411627.000000 Penalty: 3825.786865
	Iteration 145Q: 3 clusters Score -1.641163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16411623.000000 Penalty: 3825.786865
	Iteration 146Q: 3 clusters Score -1.641162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16411635.000000 Penalty: 3825.786865
	Iteration 147Q: 3 clusters Score -1.641164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128494 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16411628.000000 Penalty: 3825.786865
	Iteration 148Q: 3 clusters Score -1.641163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16411642.000000 Penalty: 3825.786865
	Iteration 149Q: 3 clusters Score -1.641164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128506 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16411645.000000 Penalty: 3825.786865
	Iteration 150Q: 3 clusters Score -1.641164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128510 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16411660.000000 Penalty: 3825.786865
	Iteration 151Q: 3 clusters Score -1.641166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128512 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16411655.000000 Penalty: 3825.786865
	Iteration 152Q: 3 clusters Score -1.641166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128510 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16411653.000000 Penalty: 3825.786865
	Iteration 153Q: 3 clusters Score -1.641165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128511 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16411658.000000 Penalty: 3825.786865
	Iteration 154Q: 3 clusters Score -1.641166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128512 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16411662.000000 Penalty: 3825.786865
	Iteration 155Q: 3 clusters Score -1.641166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128514 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16411657.000000 Penalty: 3825.786865
	Iteration 156Q: 3 clusters Score -1.641166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16411666.000000 Penalty: 3825.786865
	Iteration 157Q: 3 clusters Score -1.641167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16411649.000000 Penalty: 3825.786865
	Iteration 158Q: 3 clusters Score -1.641165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128520 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16411658.000000 Penalty: 3825.786865
	Iteration 159Q: 3 clusters Score -1.641166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128521 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16411657.000000 Penalty: 3825.786865
	Iteration 160F: 3 clusters Score -1.641166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128520 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16411653.000000 Penalty: 3825.786865
	Iteration 161Q: 3 clusters Score -1.641165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16411660.000000 Penalty: 3825.786865
	Iteration 162Q: 3 clusters Score -1.641166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128518 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16411659.000000 Penalty: 3825.786865
	Iteration 163Q: 3 clusters Score -1.641166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128516 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -16411661.000000 Penalty: 3825.786865
	Iteration 164Q: 3 clusters Score -1.641166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128516 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -16411659.000000 Penalty: 3825.786865
	Iteration 165Q: 3 clusters Score -1.641166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128516 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -16411662.000000 Penalty: 3825.786865
	Iteration 166Q: 3 clusters Score -1.641166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128516 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -16411653.000000 Penalty: 3825.786865
	Iteration 167Q: 3 clusters Score -1.641165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16411654.000000 Penalty: 3825.786865
	Iteration 168Q: 3 clusters Score -1.641165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16411654.000000 Penalty: 3825.786865
	Iteration 169F: 3 clusters Score -1.641165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -52694.164062 Penalty: 1021.171814
	Iteration 0F: 2 clusters Score -52694.16 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 258 members 
Entering Unmasked Estep 
Score: -51653.054688 Penalty: 2042.343628
	Iteration 0F: 3 clusters Score -51653.05 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51930.144531 Penalty: 2042.343628
	Iteration 1F: 3 clusters Score -51930.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52055.738281 Penalty: 2042.343628
	Iteration 2F: 3 clusters Score -52055.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52147.437500 Penalty: 2042.343628
	Iteration 3F: 3 clusters Score -52147.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52233.667969 Penalty: 2042.343628
	Iteration 4Q: 3 clusters Score -52233.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52297.554688 Penalty: 2042.343628
	Iteration 5Q: 3 clusters Score -52297.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52371.234375 Penalty: 2042.343628
	Iteration 6Q: 3 clusters Score -52371.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52442.839844 Penalty: 2042.343628
	Iteration 7Q: 3 clusters Score -52442.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52484.589844 Penalty: 2042.343628
	Iteration 8Q: 3 clusters Score -52484.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52520.265625 Penalty: 2042.343628
	Iteration 9Q: 3 clusters Score -52520.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52541.738281 Penalty: 2042.343628
	Iteration 10Q: 3 clusters Score -52541.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52559.902344 Penalty: 2042.343628
	Iteration 11Q: 3 clusters Score -52559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52579.500000 Penalty: 2042.343628
	Iteration 12Q: 3 clusters Score -52579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52617.675781 Penalty: 2042.343628
	Iteration 13Q: 3 clusters Score -52617.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52629.898438 Penalty: 2042.343628
	Iteration 14Q: 3 clusters Score -52629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52637.976562 Penalty: 2042.343628
	Iteration 15Q: 3 clusters Score -52637.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52639.296875 Penalty: 2042.343628
	Iteration 16Q: 3 clusters Score -52639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52640.617188 Penalty: 2042.343628
	Iteration 17Q: 3 clusters Score -52640.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52641.031250 Penalty: 2042.343628
	Iteration 18Q: 3 clusters Score -52641.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52642.839844 Penalty: 2042.343628
	Iteration 19F: 3 clusters Score -52642.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52651.921875 Penalty: 2042.343628
	Iteration 20F: 3 clusters Score -52651.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52652.617188 Penalty: 2042.343628
	Iteration 21Q: 3 clusters Score -52652.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52652.617188 Penalty: 2042.343628
	Iteration 22F: 3 clusters Score -52652.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Entering Unmasked Estep 
Score: -2120056.500000 Penalty: 1585.731323
	Iteration 0F: 2 clusters Score -2120056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2108271.000000 Penalty: 3171.462646
	Iteration 0F: 3 clusters Score -2108271 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2112693.500000 Penalty: 3171.462646
	Iteration 1F: 3 clusters Score -2112694 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2113352.750000 Penalty: 3171.462646
	Iteration 2F: 3 clusters Score -2113353 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2114070.250000 Penalty: 3171.462646
	Iteration 3F: 3 clusters Score -2114070 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2114865.500000 Penalty: 3171.462646
	Iteration 4F: 3 clusters Score -2114866 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2115715.250000 Penalty: 3171.462646
	Iteration 5F: 3 clusters Score -2115715 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2116589.250000 Penalty: 3171.462646
	Iteration 6F: 3 clusters Score -2116589 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2117290.250000 Penalty: 3171.462646
	Iteration 7F: 3 clusters Score -2117290 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2117815.250000 Penalty: 3171.462646
	Iteration 8Q: 3 clusters Score -2117815 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2118216.250000 Penalty: 3171.462646
	Iteration 9Q: 3 clusters Score -2118216 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2118522.750000 Penalty: 3171.462646
	Iteration 10Q: 3 clusters Score -2118523 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2118750.250000 Penalty: 3171.462646
	Iteration 11Q: 3 clusters Score -2118750 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2118887.000000 Penalty: 3171.462646
	Iteration 12Q: 3 clusters Score -2118887 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2118975.250000 Penalty: 3171.462646
	Iteration 13Q: 3 clusters Score -2118975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2119012.500000 Penalty: 3171.462646
	Iteration 14Q: 3 clusters Score -2119012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2119044.000000 Penalty: 3171.462646
	Iteration 15Q: 3 clusters Score -2119044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2119073.750000 Penalty: 3171.462646
	Iteration 16Q: 3 clusters Score -2119074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2119090.000000 Penalty: 3171.462646
	Iteration 17Q: 3 clusters Score -2119090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2119113.750000 Penalty: 3171.462646
	Iteration 18Q: 3 clusters Score -2119114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2119131.250000 Penalty: 3171.462646
	Iteration 19Q: 3 clusters Score -2119131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2119138.250000 Penalty: 3171.462646
	Iteration 20F: 3 clusters Score -2119138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2119147.000000 Penalty: 3171.462646
	Iteration 21Q: 3 clusters Score -2119147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2119150.500000 Penalty: 3171.462646
	Iteration 22Q: 3 clusters Score -2119150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2119156.000000 Penalty: 3171.462646
	Iteration 23Q: 3 clusters Score -2119156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2119158.750000 Penalty: 3171.462646
	Iteration 24Q: 3 clusters Score -2119159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2119164.500000 Penalty: 3171.462646
	Iteration 25Q: 3 clusters Score -2119164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2119166.000000 Penalty: 3171.462646
	Iteration 26Q: 3 clusters Score -2119166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2119165.750000 Penalty: 3171.462646
	Iteration 27Q: 3 clusters Score -2119166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2119163.500000 Penalty: 3171.462646
	Iteration 28Q: 3 clusters Score -2119164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2119167.250000 Penalty: 3171.462646
	Iteration 29Q: 3 clusters Score -2119167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2119164.750000 Penalty: 3171.462646
	Iteration 30Q: 3 clusters Score -2119165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2119164.750000 Penalty: 3171.462646
	Iteration 31F: 3 clusters Score -2119165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Entering Unmasked Estep 
Score: -892226.562500 Penalty: 1444.557373
	Iteration 0F: 2 clusters Score -892226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -886857.000000 Penalty: 2889.114746
	Iteration 0F: 3 clusters Score -886857 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -888502.312500 Penalty: 2889.114746
	Iteration 1F: 3 clusters Score -888502.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -888698.875000 Penalty: 2889.114746
	Iteration 2F: 3 clusters Score -888698.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -888869.437500 Penalty: 2889.114746
	Iteration 3F: 3 clusters Score -888869.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -889013.187500 Penalty: 2889.114746
	Iteration 4Q: 3 clusters Score -889013.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -889132.875000 Penalty: 2889.114746
	Iteration 5Q: 3 clusters Score -889132.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -889251.250000 Penalty: 2889.114746
	Iteration 6Q: 3 clusters Score -889251.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -889358.062500 Penalty: 2889.114746
	Iteration 7Q: 3 clusters Score -889358.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -889483.937500 Penalty: 2889.114746
	Iteration 8Q: 3 clusters Score -889483.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -889620.250000 Penalty: 2889.114746
	Iteration 9Q: 3 clusters Score -889620.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -889755.562500 Penalty: 2889.114746
	Iteration 10Q: 3 clusters Score -889755.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -889904.250000 Penalty: 2889.114746
	Iteration 11Q: 3 clusters Score -889904.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -890056.125000 Penalty: 2889.114746
	Iteration 12Q: 3 clusters Score -890056.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -890208.312500 Penalty: 2889.114746
	Iteration 13Q: 3 clusters Score -890208.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -890356.812500 Penalty: 2889.114746
	Iteration 14Q: 3 clusters Score -890356.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -890478.437500 Penalty: 2889.114746
	Iteration 15Q: 3 clusters Score -890478.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -890594.187500 Penalty: 2889.114746
	Iteration 16Q: 3 clusters Score -890594.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -890694.750000 Penalty: 2889.114746
	Iteration 17Q: 3 clusters Score -890694.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -890787.062500 Penalty: 2889.114746
	Iteration 18Q: 3 clusters Score -890787.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -890865.562500 Penalty: 2889.114746
	Iteration 19Q: 3 clusters Score -890865.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -890929.125000 Penalty: 2889.114746
	Iteration 20F: 3 clusters Score -890929.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -890964.687500 Penalty: 2889.114746
	Iteration 21Q: 3 clusters Score -890964.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -890999.875000 Penalty: 2889.114746
	Iteration 22Q: 3 clusters Score -890999.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -891025.062500 Penalty: 2889.114746
	Iteration 23Q: 3 clusters Score -891025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -891041.562500 Penalty: 2889.114746
	Iteration 24Q: 3 clusters Score -891041.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -891047.250000 Penalty: 2889.114746
	Iteration 25Q: 3 clusters Score -891047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -891052.000000 Penalty: 2889.114746
	Iteration 26Q: 3 clusters Score -891052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -891054.187500 Penalty: 2889.114746
	Iteration 27Q: 3 clusters Score -891054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -891054.750000 Penalty: 2889.114746
	Iteration 28Q: 3 clusters Score -891054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -891057.062500 Penalty: 2889.114746
	Iteration 29Q: 3 clusters Score -891057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -891059.000000 Penalty: 2889.114746
	Iteration 30Q: 3 clusters Score -891059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -891059.000000 Penalty: 2889.114746
	Iteration 31F: 3 clusters Score -891059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50711.519531 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50711.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50870.464844 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50870.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50913.707031 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -50913.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50924.593750 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50924.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50926.667969 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50926.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50928.167969 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50928.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50930.496094 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -50930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50932.765625 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -50932.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50938.472656 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -50938.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50941.570312 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -50941.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50941.570312 Penalty: 1989.096680
	Iteration 10F: 3 clusters Score -50941.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -143282.734375 Penalty: 1161.478394
	Iteration 0F: 2 clusters Score -143282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -141749.203125 Penalty: 2322.956787
	Iteration 0F: 3 clusters Score -141749.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142223.000000 Penalty: 2322.956787
	Iteration 1F: 3 clusters Score -142223 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -142443.046875 Penalty: 2322.956787
	Iteration 2F: 3 clusters Score -142443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -142592.078125 Penalty: 2322.956787
	Iteration 3F: 3 clusters Score -142592.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142680.187500 Penalty: 2322.956787
	Iteration 4F: 3 clusters Score -142680.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -142729.515625 Penalty: 2322.956787
	Iteration 5Q: 3 clusters Score -142729.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -142760.328125 Penalty: 2322.956787
	Iteration 6Q: 3 clusters Score -142760.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142778.890625 Penalty: 2322.956787
	Iteration 7Q: 3 clusters Score -142778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142793.031250 Penalty: 2322.956787
	Iteration 8Q: 3 clusters Score -142793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -142808.078125 Penalty: 2322.956787
	Iteration 9Q: 3 clusters Score -142808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -142814.671875 Penalty: 2322.956787
	Iteration 10Q: 3 clusters Score -142814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -142818.250000 Penalty: 2322.956787
	Iteration 11Q: 3 clusters Score -142818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -142821.968750 Penalty: 2322.956787
	Iteration 12Q: 3 clusters Score -142822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -142822.640625 Penalty: 2322.956787
	Iteration 13Q: 3 clusters Score -142822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -142822.640625 Penalty: 2322.956787
	Iteration 14F: 3 clusters Score -142822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6133.386719 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6133.387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6252.700684 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6252.701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6272.663086 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -6272.663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6273.215332 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6273.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6273.215332 Penalty: 1717.041138
	Iteration 4F: 3 clusters Score -6273.215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (115539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Entering Unmasked Estep 
Score: -14607254.000000 Penalty: 1894.321655
	Iteration 0F: 2 clusters Score -1.460725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -14534342.000000 Penalty: 3788.643311
	Iteration 0F: 3 clusters Score -1.453434e+07 nChanged 55381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -14566965.000000 Penalty: 3788.643311
	Iteration 1F: 3 clusters Score -1.456696e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -14568451.000000 Penalty: 3788.643311
	Iteration 2Q: 3 clusters Score -1.456845e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -14571226.000000 Penalty: 3788.643311
	Iteration 3F: 3 clusters Score -1.457123e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -14576208.000000 Penalty: 3788.643311
	Iteration 4F: 3 clusters Score -1.457621e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -14584046.000000 Penalty: 3788.643311
	Iteration 5F: 3 clusters Score -1.458405e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
Score: -14594101.000000 Penalty: 3788.643311
	Iteration 6F: 3 clusters Score -1.45941e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -14601667.000000 Penalty: 3788.643311
	Iteration 7F: 3 clusters Score -1.460167e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 113327 members 
Entering Unmasked Estep 
Score: -14604246.000000 Penalty: 3788.643311
	Iteration 8Q: 3 clusters Score -1.460425e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 114793 members 
Entering Unmasked Estep 
Score: -14605135.000000 Penalty: 3788.643311
	Iteration 9Q: 3 clusters Score -1.460514e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -14605342.000000 Penalty: 3788.643311
	Iteration 10Q: 3 clusters Score -1.460534e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -14605454.000000 Penalty: 3788.643311
	Iteration 11Q: 3 clusters Score -1.460545e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115390 members 
Entering Unmasked Estep 
Score: -14605495.000000 Penalty: 3788.643311
	Iteration 12Q: 3 clusters Score -1.46055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -14605532.000000 Penalty: 3788.643311
	Iteration 13Q: 3 clusters Score -1.460553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -14605554.000000 Penalty: 3788.643311
	Iteration 14Q: 3 clusters Score -1.460555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -14605569.000000 Penalty: 3788.643311
	Iteration 15Q: 3 clusters Score -1.460557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -14605577.000000 Penalty: 3788.643311
	Iteration 16Q: 3 clusters Score -1.460558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -14605588.000000 Penalty: 3788.643311
	Iteration 17Q: 3 clusters Score -1.460559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115412 members 
Entering Unmasked Estep 
Score: -14605597.000000 Penalty: 3788.643311
	Iteration 18Q: 3 clusters Score -1.46056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -14605614.000000 Penalty: 3788.643311
	Iteration 19Q: 3 clusters Score -1.460561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115412 members 
Entering Unmasked Estep 
Score: -14605610.000000 Penalty: 3788.643311
	Iteration 20F: 3 clusters Score -1.460561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -14605616.000000 Penalty: 3788.643311
	Iteration 21Q: 3 clusters Score -1.460562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -14605617.000000 Penalty: 3788.643311
	Iteration 22Q: 3 clusters Score -1.460562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -14605617.000000 Penalty: 3788.643311
	Iteration 23Q: 3 clusters Score -1.460562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -14605617.000000 Penalty: 3788.643311
	Iteration 24F: 3 clusters Score -1.460562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50038.917969 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50038.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50173.187500 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50173.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50213.078125 Penalty: 1981.143066
	Iteration 2Q: 3 clusters Score -50213.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50241.589844 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50241.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50261.464844 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50261.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50275.308594 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50275.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50278.667969 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50278.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50283.261719 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50283.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50283.261719 Penalty: 1981.143066
	Iteration 8F: 3 clusters Score -50283.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (69643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Entering Unmasked Estep 
Score: -8867585.000000 Penalty: 1812.059814
	Iteration 0F: 2 clusters Score -8867585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -8821893.000000 Penalty: 3624.119629
	Iteration 0F: 3 clusters Score -8821893 nChanged 33210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -8841010.000000 Penalty: 3624.119629
	Iteration 1F: 3 clusters Score -8841010 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -8841701.000000 Penalty: 3624.119629
	Iteration 2Q: 3 clusters Score -8841701 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -8842479.000000 Penalty: 3624.119629
	Iteration 3Q: 3 clusters Score -8842479 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8843630.000000 Penalty: 3624.119629
	Iteration 4Q: 3 clusters Score -8843630 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -8845193.000000 Penalty: 3624.119629
	Iteration 5Q: 3 clusters Score -8845193 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8847688.000000 Penalty: 3624.119629
	Iteration 6F: 3 clusters Score -8847688 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -8851378.000000 Penalty: 3624.119629
	Iteration 7F: 3 clusters Score -8851378 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -8855867.000000 Penalty: 3624.119629
	Iteration 8F: 3 clusters Score -8855867 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -8859689.000000 Penalty: 3624.119629
	Iteration 9F: 3 clusters Score -8859689 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -8862447.000000 Penalty: 3624.119629
	Iteration 10Q: 3 clusters Score -8862447 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -8864017.000000 Penalty: 3624.119629
	Iteration 11Q: 3 clusters Score -8864017 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -8864824.000000 Penalty: 3624.119629
	Iteration 12Q: 3 clusters Score -8864824 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -8865257.000000 Penalty: 3624.119629
	Iteration 13Q: 3 clusters Score -8865257 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -8865492.000000 Penalty: 3624.119629
	Iteration 14Q: 3 clusters Score -8865492 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -8865684.000000 Penalty: 3624.119629
	Iteration 15Q: 3 clusters Score -8865684 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -8865794.000000 Penalty: 3624.119629
	Iteration 16Q: 3 clusters Score -8865794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -8865875.000000 Penalty: 3624.119629
	Iteration 17Q: 3 clusters Score -8865875 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -8865922.000000 Penalty: 3624.119629
	Iteration 18Q: 3 clusters Score -8865922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -8865947.000000 Penalty: 3624.119629
	Iteration 19Q: 3 clusters Score -8865947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -8865971.000000 Penalty: 3624.119629
	Iteration 20F: 3 clusters Score -8865971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -8865994.000000 Penalty: 3624.119629
	Iteration 21Q: 3 clusters Score -8865994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -8865999.000000 Penalty: 3624.119629
	Iteration 22Q: 3 clusters Score -8865999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -8866021.000000 Penalty: 3624.119629
	Iteration 23Q: 3 clusters Score -8866021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -8866020.000000 Penalty: 3624.119629
	Iteration 24Q: 3 clusters Score -8866020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -8866027.000000 Penalty: 3624.119629
	Iteration 25Q: 3 clusters Score -8866027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -8866025.000000 Penalty: 3624.119629
	Iteration 26Q: 3 clusters Score -8866025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -8866030.000000 Penalty: 3624.119629
	Iteration 27Q: 3 clusters Score -8866030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -8866031.000000 Penalty: 3624.119629
	Iteration 28Q: 3 clusters Score -8866031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -8866036.000000 Penalty: 3624.119629
	Iteration 29Q: 3 clusters Score -8866036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -8866031.000000 Penalty: 3624.119629
	Iteration 30Q: 3 clusters Score -8866031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -8866046.000000 Penalty: 3624.119629
	Iteration 31Q: 3 clusters Score -8866046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -8866046.000000 Penalty: 3624.119629
	Iteration 32F: 3 clusters Score -8866046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33839 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 24864 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102209 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 105792 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 53292 members 
Mstep: Class 15 contains 122965 members 
Mstep: Class 16 contains 39757 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 79328 members 
Mstep: Class 20 contains 13940 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42770 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 20425 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68282 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30213 members 
Mstep: Class 34 contains 129528 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17298 members 
Mstep: Class 37 contains 7256 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115539 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762304.000000 Penalty: 97552.609375
Iteration 199Q: 44 clusters Score -1.417623e+08 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33823 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25020 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102998 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 105848 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 5399 members 
Mstep: Class 14 contains 52793 members 
Mstep: Class 15 contains 123546 members 
Mstep: Class 16 contains 39241 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 79640 members 
Mstep: Class 20 contains 13934 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42625 members 
Mstep: Class 24 contains 12113 members 
Mstep: Class 25 contains 8175 members 
Mstep: Class 26 contains 20381 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68571 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30292 members 
Mstep: Class 34 contains 129317 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17303 members 
Mstep: Class 37 contains 7269 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1272 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115794 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 68570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762464.000000 Penalty: 97552.609375
Iteration 200F: 44 clusters Score -1.417625e+08 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33811 members 
Mstep: Class 3 contains 8307 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25161 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 103681 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 14433 members 
Mstep: Class 11 contains 105917 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 5396 members 
Mstep: Class 14 contains 50809 members 
Mstep: Class 15 contains 124058 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 79991 members 
Mstep: Class 20 contains 13927 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42503 members 
Mstep: Class 24 contains 12116 members 
Mstep: Class 25 contains 8174 members 
Mstep: Class 26 contains 20332 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 68888 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30397 members 
Mstep: Class 34 contains 129256 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17302 members 
Mstep: Class 37 contains 7282 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116247 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 68956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762432.000000 Penalty: 97552.609375
Iteration 201Q: 44 clusters Score -1.417624e+08 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33806 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25289 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104343 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 105977 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 5395 members 
Mstep: Class 14 contains 48987 members 
Mstep: Class 15 contains 124506 members 
Mstep: Class 16 contains 37762 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 80319 members 
Mstep: Class 20 contains 13923 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42378 members 
Mstep: Class 24 contains 12113 members 
Mstep: Class 25 contains 8179 members 
Mstep: Class 26 contains 20286 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 69227 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30504 members 
Mstep: Class 34 contains 129274 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17303 members 
Mstep: Class 37 contains 7289 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116586 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762800.000000 Penalty: 97552.609375
Iteration 202Q: 44 clusters Score -1.417628e+08 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33804 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105055 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 14443 members 
Mstep: Class 11 contains 106055 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 5389 members 
Mstep: Class 14 contains 47327 members 
Mstep: Class 15 contains 124876 members 
Mstep: Class 16 contains 37068 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 80653 members 
Mstep: Class 20 contains 13910 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42238 members 
Mstep: Class 24 contains 12113 members 
Mstep: Class 25 contains 8181 members 
Mstep: Class 26 contains 20249 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 69611 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30584 members 
Mstep: Class 34 contains 129316 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17304 members 
Mstep: Class 37 contains 7301 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116825 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761632.000000 Penalty: 97552.609375
Iteration 203Q: 44 clusters Score -1.417616e+08 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33806 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25542 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105754 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 14450 members 
Mstep: Class 11 contains 106168 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 5385 members 
Mstep: Class 14 contains 45747 members 
Mstep: Class 15 contains 125074 members 
Mstep: Class 16 contains 36452 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 80973 members 
Mstep: Class 20 contains 13906 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 42095 members 
Mstep: Class 24 contains 12112 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 20222 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 70012 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30666 members 
Mstep: Class 34 contains 129362 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17317 members 
Mstep: Class 37 contains 7299 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117002 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141760720.000000 Penalty: 97552.609375
Iteration 204Q: 44 clusters Score -1.417607e+08 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33805 members 
Mstep: Class 3 contains 8299 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25694 members 
Mstep: Class 6 contains 4574 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106430 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 14457 members 
Mstep: Class 11 contains 106272 members 
Mstep: Class 12 contains 5134 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 44236 members 
Mstep: Class 15 contains 125308 members 
Mstep: Class 16 contains 35871 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 81249 members 
Mstep: Class 20 contains 13909 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41973 members 
Mstep: Class 24 contains 12110 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 20158 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 70461 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30743 members 
Mstep: Class 34 contains 129401 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17333 members 
Mstep: Class 37 contains 7309 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117051 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759520.000000 Penalty: 97552.609375
Iteration 205Q: 44 clusters Score -1.417595e+08 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33812 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 25860 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107173 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 14476 members 
Mstep: Class 11 contains 106400 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 42830 members 
Mstep: Class 15 contains 125509 members 
Mstep: Class 16 contains 35319 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 81547 members 
Mstep: Class 20 contains 13914 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41871 members 
Mstep: Class 24 contains 12107 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 20076 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 70862 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30782 members 
Mstep: Class 34 contains 129386 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17333 members 
Mstep: Class 37 contains 7326 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117070 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 69964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759536.000000 Penalty: 97552.609375
Iteration 206Q: 44 clusters Score -1.417595e+08 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33820 members 
Mstep: Class 3 contains 8288 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107939 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 14497 members 
Mstep: Class 11 contains 106522 members 
Mstep: Class 12 contains 5115 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 41392 members 
Mstep: Class 15 contains 125718 members 
Mstep: Class 16 contains 34722 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 81808 members 
Mstep: Class 20 contains 13911 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41780 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 20007 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 71238 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30855 members 
Mstep: Class 34 contains 129344 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17344 members 
Mstep: Class 37 contains 7325 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117122 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 70179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758912.000000 Penalty: 97552.609375
Iteration 207Q: 44 clusters Score -1.417589e+08 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33832 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26196 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108668 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 106641 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 40071 members 
Mstep: Class 15 contains 125866 members 
Mstep: Class 16 contains 34105 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 82069 members 
Mstep: Class 20 contains 13914 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41693 members 
Mstep: Class 24 contains 12116 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 19936 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 71591 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 30916 members 
Mstep: Class 34 contains 129294 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17350 members 
Mstep: Class 37 contains 7308 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117197 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 70386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758112.000000 Penalty: 97552.609375
Iteration 208Q: 44 clusters Score -1.417581e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33836 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109360 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 14550 members 
Mstep: Class 11 contains 106767 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 38880 members 
Mstep: Class 15 contains 126008 members 
Mstep: Class 16 contains 33506 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 82323 members 
Mstep: Class 20 contains 13926 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41621 members 
Mstep: Class 24 contains 12112 members 
Mstep: Class 25 contains 8174 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 71967 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31017 members 
Mstep: Class 34 contains 129217 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17360 members 
Mstep: Class 37 contains 7301 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117141 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 70562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757792.000000 Penalty: 97552.609375
Iteration 209Q: 44 clusters Score -1.417578e+08 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33841 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26578 members 
Mstep: Class 6 contains 4556 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109944 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 106932 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 37777 members 
Mstep: Class 15 contains 126118 members 
Mstep: Class 16 contains 32878 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 82535 members 
Mstep: Class 20 contains 13940 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41563 members 
Mstep: Class 24 contains 12111 members 
Mstep: Class 25 contains 8176 members 
Mstep: Class 26 contains 19768 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 72360 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31101 members 
Mstep: Class 34 contains 129130 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17362 members 
Mstep: Class 37 contains 7281 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117129 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 70797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757088.000000 Penalty: 97552.609375
Iteration 210Q: 44 clusters Score -1.417571e+08 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33845 members 
Mstep: Class 3 contains 8265 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26750 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110495 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 14569 members 
Mstep: Class 11 contains 107078 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 13 contains 5379 members 
Mstep: Class 14 contains 36731 members 
Mstep: Class 15 contains 126203 members 
Mstep: Class 16 contains 32318 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 82764 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41500 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 8173 members 
Mstep: Class 26 contains 19703 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 72743 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31199 members 
Mstep: Class 34 contains 128999 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17376 members 
Mstep: Class 37 contains 7268 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117120 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141756080.000000 Penalty: 97552.609375
Iteration 211Q: 44 clusters Score -1.417561e+08 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33848 members 
Mstep: Class 3 contains 8258 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 4550 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110895 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 107223 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 13 contains 5379 members 
Mstep: Class 14 contains 35726 members 
Mstep: Class 15 contains 126266 members 
Mstep: Class 16 contains 31785 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 82979 members 
Mstep: Class 20 contains 13941 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41426 members 
Mstep: Class 24 contains 12133 members 
Mstep: Class 25 contains 8165 members 
Mstep: Class 26 contains 19661 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 73205 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31312 members 
Mstep: Class 34 contains 128883 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17402 members 
Mstep: Class 37 contains 7262 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117105 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141756032.000000 Penalty: 97552.609375
Iteration 212Q: 44 clusters Score -1.41756e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33852 members 
Mstep: Class 3 contains 8257 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27068 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111202 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 107365 members 
Mstep: Class 12 contains 5064 members 
Mstep: Class 13 contains 5374 members 
Mstep: Class 14 contains 34761 members 
Mstep: Class 15 contains 126304 members 
Mstep: Class 16 contains 31242 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 83178 members 
Mstep: Class 20 contains 13930 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41360 members 
Mstep: Class 24 contains 12141 members 
Mstep: Class 25 contains 8169 members 
Mstep: Class 26 contains 19581 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 73656 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31420 members 
Mstep: Class 34 contains 128889 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17436 members 
Mstep: Class 37 contains 7258 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117061 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141755984.000000 Penalty: 97552.609375
Iteration 213Q: 44 clusters Score -1.41756e+08 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33858 members 
Mstep: Class 3 contains 8256 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27203 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111444 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 107522 members 
Mstep: Class 12 contains 5059 members 
Mstep: Class 13 contains 5367 members 
Mstep: Class 14 contains 33838 members 
Mstep: Class 15 contains 126374 members 
Mstep: Class 16 contains 30704 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 83370 members 
Mstep: Class 20 contains 13928 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41291 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 19521 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 74112 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31518 members 
Mstep: Class 34 contains 128877 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17465 members 
Mstep: Class 37 contains 7249 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 117038 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141755536.000000 Penalty: 97552.609375
Iteration 214Q: 44 clusters Score -1.417555e+08 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33865 members 
Mstep: Class 3 contains 8257 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27369 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111660 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 14541 members 
Mstep: Class 11 contains 107670 members 
Mstep: Class 12 contains 5048 members 
Mstep: Class 13 contains 5364 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 126484 members 
Mstep: Class 16 contains 30193 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 83561 members 
Mstep: Class 20 contains 13925 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41209 members 
Mstep: Class 24 contains 12145 members 
Mstep: Class 25 contains 8179 members 
Mstep: Class 26 contains 19452 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 74608 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31599 members 
Mstep: Class 34 contains 128811 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17482 members 
Mstep: Class 37 contains 7246 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116948 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 72108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141755120.000000 Penalty: 97552.609375
Iteration 215Q: 44 clusters Score -1.417551e+08 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33870 members 
Mstep: Class 3 contains 8256 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27516 members 
Mstep: Class 6 contains 4532 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111839 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 107829 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 5364 members 
Mstep: Class 14 contains 32069 members 
Mstep: Class 15 contains 126520 members 
Mstep: Class 16 contains 29669 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 83742 members 
Mstep: Class 20 contains 13919 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41147 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 19382 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 75148 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31666 members 
Mstep: Class 34 contains 128833 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17496 members 
Mstep: Class 37 contains 7242 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116811 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 72429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141754464.000000 Penalty: 97552.609375
Iteration 216Q: 44 clusters Score -1.417545e+08 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33875 members 
Mstep: Class 3 contains 8252 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27704 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112022 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 14538 members 
Mstep: Class 11 contains 107985 members 
Mstep: Class 12 contains 5030 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 31272 members 
Mstep: Class 15 contains 126537 members 
Mstep: Class 16 contains 29178 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 83925 members 
Mstep: Class 20 contains 13914 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 41066 members 
Mstep: Class 24 contains 12161 members 
Mstep: Class 25 contains 8184 members 
Mstep: Class 26 contains 19306 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 75693 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31757 members 
Mstep: Class 34 contains 128721 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17518 members 
Mstep: Class 37 contains 7240 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116662 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 72767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753968.000000 Penalty: 97552.609375
Iteration 217Q: 44 clusters Score -1.41754e+08 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33880 members 
Mstep: Class 3 contains 8249 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 27879 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112177 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 108111 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 5352 members 
Mstep: Class 14 contains 30517 members 
Mstep: Class 15 contains 126554 members 
Mstep: Class 16 contains 28694 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84105 members 
Mstep: Class 20 contains 13908 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40989 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 19210 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 76206 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31864 members 
Mstep: Class 34 contains 128622 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17536 members 
Mstep: Class 37 contains 7232 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116489 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 73176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753328.000000 Penalty: 97552.609375
Iteration 218Q: 44 clusters Score -1.417533e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33888 members 
Mstep: Class 3 contains 8245 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28078 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112325 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 108219 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 13 contains 5348 members 
Mstep: Class 14 contains 29776 members 
Mstep: Class 15 contains 126563 members 
Mstep: Class 16 contains 28199 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84276 members 
Mstep: Class 20 contains 13918 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40909 members 
Mstep: Class 24 contains 12172 members 
Mstep: Class 25 contains 8194 members 
Mstep: Class 26 contains 19108 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 76716 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31966 members 
Mstep: Class 34 contains 128550 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17547 members 
Mstep: Class 37 contains 7225 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116305 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 73614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753296.000000 Penalty: 97552.609375
Iteration 219Q: 44 clusters Score -1.417533e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33891 members 
Mstep: Class 3 contains 8244 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28271 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112450 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 108315 members 
Mstep: Class 12 contains 5007 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 29072 members 
Mstep: Class 15 contains 126571 members 
Mstep: Class 16 contains 27714 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 84447 members 
Mstep: Class 20 contains 13920 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40833 members 
Mstep: Class 24 contains 12175 members 
Mstep: Class 25 contains 8192 members 
Mstep: Class 26 contains 19025 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 77199 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32087 members 
Mstep: Class 34 contains 128454 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17553 members 
Mstep: Class 37 contains 7214 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116184 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752448.000000 Penalty: 97552.609375
Iteration 220F: 44 clusters Score -1.417524e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33897 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28459 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112558 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 14499 members 
Mstep: Class 11 contains 108394 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 28348 members 
Mstep: Class 15 contains 126552 members 
Mstep: Class 16 contains 27282 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84613 members 
Mstep: Class 20 contains 13922 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40728 members 
Mstep: Class 24 contains 12174 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 18951 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 77716 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32192 members 
Mstep: Class 34 contains 128296 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17569 members 
Mstep: Class 37 contains 7211 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 116089 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752192.000000 Penalty: 97552.609375
Iteration 221Q: 44 clusters Score -1.417522e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33902 members 
Mstep: Class 3 contains 8240 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28655 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112658 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 14496 members 
Mstep: Class 11 contains 108460 members 
Mstep: Class 12 contains 5001 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 27657 members 
Mstep: Class 15 contains 126467 members 
Mstep: Class 16 contains 26900 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 84771 members 
Mstep: Class 20 contains 13931 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40607 members 
Mstep: Class 24 contains 12172 members 
Mstep: Class 25 contains 8182 members 
Mstep: Class 26 contains 18909 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 78202 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32298 members 
Mstep: Class 34 contains 128169 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 7206 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115957 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752112.000000 Penalty: 97552.609375
Iteration 222Q: 44 clusters Score -1.417521e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33905 members 
Mstep: Class 3 contains 8238 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 28833 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112754 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 108535 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 5342 members 
Mstep: Class 14 contains 26976 members 
Mstep: Class 15 contains 126384 members 
Mstep: Class 16 contains 26496 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 84916 members 
Mstep: Class 20 contains 13928 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40482 members 
Mstep: Class 24 contains 12168 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 18883 members 
Mstep: Class 27 contains 1856 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 78635 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32375 members 
Mstep: Class 34 contains 128051 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17597 members 
Mstep: Class 37 contains 7205 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115898 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 75469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751856.000000 Penalty: 97552.609375
Iteration 223Q: 44 clusters Score -1.417519e+08 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33909 members 
Mstep: Class 3 contains 8232 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29018 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112852 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4987 members 
Mstep: Class 13 contains 5335 members 
Mstep: Class 14 contains 26358 members 
Mstep: Class 15 contains 126314 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 85029 members 
Mstep: Class 20 contains 13926 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40358 members 
Mstep: Class 24 contains 12172 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 18816 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 79056 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32456 members 
Mstep: Class 34 contains 127968 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17605 members 
Mstep: Class 37 contains 7203 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115813 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 75966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751824.000000 Penalty: 97552.609375
Iteration 224Q: 44 clusters Score -1.417518e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33908 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29211 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112958 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 14499 members 
Mstep: Class 11 contains 108653 members 
Mstep: Class 12 contains 4978 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 25762 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 25749 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 85117 members 
Mstep: Class 20 contains 13925 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40252 members 
Mstep: Class 24 contains 12190 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 18742 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 79493 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32522 members 
Mstep: Class 34 contains 127814 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17606 members 
Mstep: Class 37 contains 7202 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115697 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 76468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751712.000000 Penalty: 97552.609375
Iteration 225Q: 44 clusters Score -1.417517e+08 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33912 members 
Mstep: Class 3 contains 8224 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29425 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113010 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 108711 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 5321 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 126204 members 
Mstep: Class 16 contains 25403 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 85216 members 
Mstep: Class 20 contains 13923 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40128 members 
Mstep: Class 24 contains 12200 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 18672 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 79908 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32583 members 
Mstep: Class 34 contains 127642 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17620 members 
Mstep: Class 37 contains 7189 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115607 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 77025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 97552.609375
Iteration 226Q: 44 clusters Score -1.417516e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33915 members 
Mstep: Class 3 contains 8218 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113082 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 108771 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 24688 members 
Mstep: Class 15 contains 126129 members 
Mstep: Class 16 contains 25068 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 85277 members 
Mstep: Class 20 contains 13914 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 40023 members 
Mstep: Class 24 contains 12207 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 18591 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 80308 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32631 members 
Mstep: Class 34 contains 127498 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17627 members 
Mstep: Class 37 contains 7184 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115512 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 77575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751792.000000 Penalty: 97552.609375
Iteration 227Q: 44 clusters Score -1.417518e+08 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33914 members 
Mstep: Class 3 contains 8215 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29820 members 
Mstep: Class 6 contains 4322 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113120 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 108816 members 
Mstep: Class 12 contains 4960 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 24181 members 
Mstep: Class 15 contains 126046 members 
Mstep: Class 16 contains 24726 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 85332 members 
Mstep: Class 20 contains 13910 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39911 members 
Mstep: Class 24 contains 12212 members 
Mstep: Class 25 contains 8192 members 
Mstep: Class 26 contains 18520 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 80659 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 127381 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17636 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115452 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 78150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751488.000000 Penalty: 97552.609375
Iteration 228Q: 44 clusters Score -1.417515e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33912 members 
Mstep: Class 3 contains 8214 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 29987 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113113 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 108872 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 23717 members 
Mstep: Class 15 contains 125959 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 85381 members 
Mstep: Class 20 contains 13902 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39813 members 
Mstep: Class 24 contains 12215 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 18465 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 80959 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32734 members 
Mstep: Class 34 contains 127279 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17643 members 
Mstep: Class 37 contains 7174 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115409 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 78767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 97552.609375
Iteration 229Q: 44 clusters Score -1.417516e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33908 members 
Mstep: Class 3 contains 8214 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30163 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113138 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 108925 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 23209 members 
Mstep: Class 15 contains 125897 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 85424 members 
Mstep: Class 20 contains 13896 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39728 members 
Mstep: Class 24 contains 12219 members 
Mstep: Class 25 contains 8196 members 
Mstep: Class 26 contains 18407 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81249 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32798 members 
Mstep: Class 34 contains 127185 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17648 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115299 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 79433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751440.000000 Penalty: 97552.609375
Iteration 230Q: 44 clusters Score -1.417514e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33904 members 
Mstep: Class 3 contains 8212 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30304 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113169 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 14494 members 
Mstep: Class 11 contains 108992 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 22701 members 
Mstep: Class 15 contains 125837 members 
Mstep: Class 16 contains 23710 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 85444 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39646 members 
Mstep: Class 24 contains 12234 members 
Mstep: Class 25 contains 8199 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81582 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32877 members 
Mstep: Class 34 contains 127137 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17655 members 
Mstep: Class 37 contains 7154 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 115123 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 80069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751824.000000 Penalty: 97552.609375
Iteration 231Q: 44 clusters Score -1.417518e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33899 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30425 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113205 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 109055 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 22202 members 
Mstep: Class 15 contains 125806 members 
Mstep: Class 16 contains 23368 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 85456 members 
Mstep: Class 20 contains 13881 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39604 members 
Mstep: Class 24 contains 12228 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 18290 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81884 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32962 members 
Mstep: Class 34 contains 127085 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17661 members 
Mstep: Class 37 contains 7150 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 114939 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 80735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751536.000000 Penalty: 97552.609375
Iteration 232Q: 44 clusters Score -1.417515e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33896 members 
Mstep: Class 3 contains 8206 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30556 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113254 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14466 members 
Mstep: Class 11 contains 109092 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 21740 members 
Mstep: Class 15 contains 125780 members 
Mstep: Class 16 contains 23048 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 85470 members 
Mstep: Class 20 contains 13879 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39536 members 
Mstep: Class 24 contains 12246 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82173 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33056 members 
Mstep: Class 34 contains 127057 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17667 members 
Mstep: Class 37 contains 7147 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 114704 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 81369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751312.000000 Penalty: 97552.609375
Iteration 233Q: 44 clusters Score -1.417513e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33898 members 
Mstep: Class 3 contains 8206 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30712 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113276 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 109119 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 21321 members 
Mstep: Class 15 contains 125768 members 
Mstep: Class 16 contains 22757 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 85473 members 
Mstep: Class 20 contains 13872 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39456 members 
Mstep: Class 24 contains 12260 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 18159 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82443 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33142 members 
Mstep: Class 34 contains 127015 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17673 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 114465 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 81978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751104.000000 Penalty: 97552.609375
Iteration 234Q: 44 clusters Score -1.417511e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33899 members 
Mstep: Class 3 contains 8206 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30869 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113302 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14454 members 
Mstep: Class 11 contains 109143 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 20914 members 
Mstep: Class 15 contains 125780 members 
Mstep: Class 16 contains 22457 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 85468 members 
Mstep: Class 20 contains 13852 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 12266 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 18127 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82680 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33239 members 
Mstep: Class 34 contains 126994 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17688 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 114211 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 82547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750704.000000 Penalty: 97552.609375
Iteration 235Q: 44 clusters Score -1.417507e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33900 members 
Mstep: Class 3 contains 8205 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31009 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113362 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 14452 members 
Mstep: Class 11 contains 109167 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 20497 members 
Mstep: Class 15 contains 125798 members 
Mstep: Class 16 contains 22183 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 85466 members 
Mstep: Class 20 contains 13847 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39328 members 
Mstep: Class 24 contains 12268 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 18071 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82889 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33335 members 
Mstep: Class 34 contains 127021 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17687 members 
Mstep: Class 37 contains 7129 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113914 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 83123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750512.000000 Penalty: 97552.609375
Iteration 236Q: 44 clusters Score -1.417505e+08 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33902 members 
Mstep: Class 3 contains 8205 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31126 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113425 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14449 members 
Mstep: Class 11 contains 109217 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 20040 members 
Mstep: Class 15 contains 125825 members 
Mstep: Class 16 contains 21865 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85477 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39273 members 
Mstep: Class 24 contains 12266 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 18037 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83107 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33414 members 
Mstep: Class 34 contains 126986 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17690 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113701 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 83680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750656.000000 Penalty: 97552.609375
Iteration 237Q: 44 clusters Score -1.417507e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33903 members 
Mstep: Class 3 contains 8204 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31252 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113468 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 14450 members 
Mstep: Class 11 contains 109276 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 19620 members 
Mstep: Class 15 contains 125819 members 
Mstep: Class 16 contains 21507 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85490 members 
Mstep: Class 20 contains 13844 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39219 members 
Mstep: Class 24 contains 12267 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 18007 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83323 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33503 members 
Mstep: Class 34 contains 126901 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17692 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113562 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750288.000000 Penalty: 97552.609375
Iteration 238Q: 44 clusters Score -1.417503e+08 nChanged 3409
Entering ConstructFrom: 
Score: -141750288.000000 Penalty: 97552.609375
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14847.090820 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14847.09 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15118.710938 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15118.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15231.660156 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15231.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15326.704102 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -15326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15410.538086 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15410.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15448.503906 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15452.591797 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15452.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15452.591797 Penalty: 1892.489868
	Iteration 7F: 3 clusters Score -15452.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Entering Unmasked Estep 
Score: -4209811.500000 Penalty: 1695.065186
	Iteration 0F: 2 clusters Score -4209812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4187073.500000 Penalty: 3390.130371
	Iteration 0F: 3 clusters Score -4187074 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4195979.500000 Penalty: 3390.130371
	Iteration 1F: 3 clusters Score -4195980 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4196505.000000 Penalty: 3390.130371
	Iteration 2Q: 3 clusters Score -4196505 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4197182.000000 Penalty: 3390.130371
	Iteration 3Q: 3 clusters Score -4197182 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4198001.500000 Penalty: 3390.130371
	Iteration 4F: 3 clusters Score -4198002 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4199062.000000 Penalty: 3390.130371
	Iteration 5F: 3 clusters Score -4199062 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -4200593.000000 Penalty: 3390.130371
	Iteration 6F: 3 clusters Score -4200593 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -4202624.500000 Penalty: 3390.130371
	Iteration 7F: 3 clusters Score -4202624 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4204590.000000 Penalty: 3390.130371
	Iteration 8F: 3 clusters Score -4204590 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4206140.500000 Penalty: 3390.130371
	Iteration 9F: 3 clusters Score -4206140 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4207229.000000 Penalty: 3390.130371
	Iteration 10Q: 3 clusters Score -4207229 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -4208020.500000 Penalty: 3390.130371
	Iteration 11Q: 3 clusters Score -4208020 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4208525.000000 Penalty: 3390.130371
	Iteration 12Q: 3 clusters Score -4208525 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4208743.500000 Penalty: 3390.130371
	Iteration 13Q: 3 clusters Score -4208744 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4208848.500000 Penalty: 3390.130371
	Iteration 14Q: 3 clusters Score -4208848 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4208930.000000 Penalty: 3390.130371
	Iteration 15Q: 3 clusters Score -4208930 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -4208998.000000 Penalty: 3390.130371
	Iteration 16Q: 3 clusters Score -4208998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4209054.000000 Penalty: 3390.130371
	Iteration 17Q: 3 clusters Score -4209054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4209093.000000 Penalty: 3390.130371
	Iteration 18Q: 3 clusters Score -4209093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4209128.000000 Penalty: 3390.130371
	Iteration 19Q: 3 clusters Score -4209128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4209159.000000 Penalty: 3390.130371
	Iteration 20F: 3 clusters Score -4209159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4209176.000000 Penalty: 3390.130371
	Iteration 21Q: 3 clusters Score -4209176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4209183.000000 Penalty: 3390.130371
	Iteration 22Q: 3 clusters Score -4209183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4209189.500000 Penalty: 3390.130371
	Iteration 23Q: 3 clusters Score -4209190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4209201.500000 Penalty: 3390.130371
	Iteration 24Q: 3 clusters Score -4209202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4209203.000000 Penalty: 3390.130371
	Iteration 25Q: 3 clusters Score -4209203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4209213.500000 Penalty: 3390.130371
	Iteration 26Q: 3 clusters Score -4209214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4209223.000000 Penalty: 3390.130371
	Iteration 27Q: 3 clusters Score -4209223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4209237.000000 Penalty: 3390.130371
	Iteration 28Q: 3 clusters Score -4209237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4209234.500000 Penalty: 3390.130371
	Iteration 29Q: 3 clusters Score -4209234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4209234.000000 Penalty: 3390.130371
	Iteration 30Q: 3 clusters Score -4209234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4209238.500000 Penalty: 3390.130371
	Iteration 31Q: 3 clusters Score -4209238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4209238.000000 Penalty: 3390.130371
	Iteration 32Q: 3 clusters Score -4209238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4209242.500000 Penalty: 3390.130371
	Iteration 33Q: 3 clusters Score -4209242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4209246.500000 Penalty: 3390.130371
	Iteration 34Q: 3 clusters Score -4209246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4209252.500000 Penalty: 3390.130371
	Iteration 35Q: 3 clusters Score -4209252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4209255.000000 Penalty: 3390.130371
	Iteration 36Q: 3 clusters Score -4209255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4209264.500000 Penalty: 3390.130371
	Iteration 37Q: 3 clusters Score -4209264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4209263.500000 Penalty: 3390.130371
	Iteration 38Q: 3 clusters Score -4209264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4209264.500000 Penalty: 3390.130371
	Iteration 39Q: 3 clusters Score -4209264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4209268.000000 Penalty: 3390.130371
	Iteration 40F: 3 clusters Score -4209268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4209278.500000 Penalty: 3390.130371
	Iteration 41Q: 3 clusters Score -4209278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4209276.500000 Penalty: 3390.130371
	Iteration 42Q: 3 clusters Score -4209276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4209272.500000 Penalty: 3390.130371
	Iteration 43Q: 3 clusters Score -4209272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4209272.000000 Penalty: 3390.130371
	Iteration 44Q: 3 clusters Score -4209272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4209278.500000 Penalty: 3390.130371
	Iteration 45Q: 3 clusters Score -4209278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4209275.500000 Penalty: 3390.130371
	Iteration 46Q: 3 clusters Score -4209276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4209278.000000 Penalty: 3390.130371
	Iteration 47Q: 3 clusters Score -4209278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4209277.500000 Penalty: 3390.130371
	Iteration 48Q: 3 clusters Score -4209278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4209277.500000 Penalty: 3390.130371
	Iteration 49Q: 3 clusters Score -4209278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4209281.000000 Penalty: 3390.130371
	Iteration 50Q: 3 clusters Score -4209281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4209280.500000 Penalty: 3390.130371
	Iteration 51Q: 3 clusters Score -4209280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4209283.000000 Penalty: 3390.130371
	Iteration 52Q: 3 clusters Score -4209283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4209279.000000 Penalty: 3390.130371
	Iteration 53Q: 3 clusters Score -4209279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4209280.000000 Penalty: 3390.130371
	Iteration 54Q: 3 clusters Score -4209280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4209285.500000 Penalty: 3390.130371
	Iteration 55Q: 3 clusters Score -4209286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4209287.000000 Penalty: 3390.130371
	Iteration 56Q: 3 clusters Score -4209287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4209279.000000 Penalty: 3390.130371
	Iteration 57Q: 3 clusters Score -4209279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4209292.000000 Penalty: 3390.130371
	Iteration 58Q: 3 clusters Score -4209292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4209287.500000 Penalty: 3390.130371
	Iteration 59Q: 3 clusters Score -4209288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -4209291.000000 Penalty: 3390.130371
	Iteration 60F: 3 clusters Score -4209291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4209290.000000 Penalty: 3390.130371
	Iteration 61Q: 3 clusters Score -4209290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4209293.500000 Penalty: 3390.130371
	Iteration 62Q: 3 clusters Score -4209294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4209292.500000 Penalty: 3390.130371
	Iteration 63Q: 3 clusters Score -4209292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4209291.500000 Penalty: 3390.130371
	Iteration 64Q: 3 clusters Score -4209292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4209294.500000 Penalty: 3390.130371
	Iteration 65Q: 3 clusters Score -4209294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4209296.000000 Penalty: 3390.130371
	Iteration 66Q: 3 clusters Score -4209296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4209296.000000 Penalty: 3390.130371
	Iteration 67F: 3 clusters Score -4209296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Entering Unmasked Estep 
Score: -1009174.875000 Penalty: 1464.471680
	Iteration 0F: 2 clusters Score -1009175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1003176.687500 Penalty: 2928.943359
	Iteration 0F: 3 clusters Score -1003177 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1005000.625000 Penalty: 2928.943359
	Iteration 1F: 3 clusters Score -1005001 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1005279.937500 Penalty: 2928.943359
	Iteration 2F: 3 clusters Score -1005280 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1005560.250000 Penalty: 2928.943359
	Iteration 3F: 3 clusters Score -1005560 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1005818.500000 Penalty: 2928.943359
	Iteration 4F: 3 clusters Score -1005818 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1006152.312500 Penalty: 2928.943359
	Iteration 5F: 3 clusters Score -1006152 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1006547.125000 Penalty: 2928.943359
	Iteration 6F: 3 clusters Score -1006547 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1006898.812500 Penalty: 2928.943359
	Iteration 7F: 3 clusters Score -1006899 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1007197.437500 Penalty: 2928.943359
	Iteration 8F: 3 clusters Score -1007197 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1007417.437500 Penalty: 2928.943359
	Iteration 9Q: 3 clusters Score -1007417 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1007569.000000 Penalty: 2928.943359
	Iteration 10Q: 3 clusters Score -1007569 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1007666.062500 Penalty: 2928.943359
	Iteration 11Q: 3 clusters Score -1007666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1007720.875000 Penalty: 2928.943359
	Iteration 12Q: 3 clusters Score -1007721 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1007755.062500 Penalty: 2928.943359
	Iteration 13Q: 3 clusters Score -1007755 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1007779.562500 Penalty: 2928.943359
	Iteration 14Q: 3 clusters Score -1007780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1007793.687500 Penalty: 2928.943359
	Iteration 15Q: 3 clusters Score -1007794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1007808.687500 Penalty: 2928.943359
	Iteration 16Q: 3 clusters Score -1007809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1007820.375000 Penalty: 2928.943359
	Iteration 17Q: 3 clusters Score -1007820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1007827.687500 Penalty: 2928.943359
	Iteration 18Q: 3 clusters Score -1007828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1007834.500000 Penalty: 2928.943359
	Iteration 19Q: 3 clusters Score -1007834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1007836.562500 Penalty: 2928.943359
	Iteration 20F: 3 clusters Score -1007837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1007840.937500 Penalty: 2928.943359
	Iteration 21Q: 3 clusters Score -1007841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1007842.375000 Penalty: 2928.943359
	Iteration 22Q: 3 clusters Score -1007842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1007843.187500 Penalty: 2928.943359
	Iteration 23Q: 3 clusters Score -1007843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1007843.812500 Penalty: 2928.943359
	Iteration 24Q: 3 clusters Score -1007844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1007845.125000 Penalty: 2928.943359
	Iteration 25Q: 3 clusters Score -1007845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1007843.750000 Penalty: 2928.943359
	Iteration 26Q: 3 clusters Score -1007844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1007844.062500 Penalty: 2928.943359
	Iteration 27Q: 3 clusters Score -1007844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1007844.812500 Penalty: 2928.943359
	Iteration 28Q: 3 clusters Score -1007845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1007845.187500 Penalty: 2928.943359
	Iteration 29Q: 3 clusters Score -1007845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1007846.812500 Penalty: 2928.943359
	Iteration 30Q: 3 clusters Score -1007847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1007848.875000 Penalty: 2928.943359
	Iteration 31Q: 3 clusters Score -1007849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1007849.000000 Penalty: 2928.943359
	Iteration 32Q: 3 clusters Score -1007849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1007848.500000 Penalty: 2928.943359
	Iteration 33Q: 3 clusters Score -1007848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1007853.187500 Penalty: 2928.943359
	Iteration 34Q: 3 clusters Score -1007853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1007851.875000 Penalty: 2928.943359
	Iteration 35Q: 3 clusters Score -1007852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1007856.187500 Penalty: 2928.943359
	Iteration 36Q: 3 clusters Score -1007856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1007856.125000 Penalty: 2928.943359
	Iteration 37Q: 3 clusters Score -1007856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1007857.125000 Penalty: 2928.943359
	Iteration 38Q: 3 clusters Score -1007857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1007856.812500 Penalty: 2928.943359
	Iteration 39Q: 3 clusters Score -1007857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1007858.062500 Penalty: 2928.943359
	Iteration 40F: 3 clusters Score -1007858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1007858.812500 Penalty: 2928.943359
	Iteration 41Q: 3 clusters Score -1007859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1007859.062500 Penalty: 2928.943359
	Iteration 42Q: 3 clusters Score -1007859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1007859.312500 Penalty: 2928.943359
	Iteration 43Q: 3 clusters Score -1007859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1007858.437500 Penalty: 2928.943359
	Iteration 44Q: 3 clusters Score -1007858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1007861.312500 Penalty: 2928.943359
	Iteration 45Q: 3 clusters Score -1007861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1007859.437500 Penalty: 2928.943359
	Iteration 46Q: 3 clusters Score -1007859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1007860.375000 Penalty: 2928.943359
	Iteration 47Q: 3 clusters Score -1007860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1007862.000000 Penalty: 2928.943359
	Iteration 48Q: 3 clusters Score -1007862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1007861.437500 Penalty: 2928.943359
	Iteration 49Q: 3 clusters Score -1007861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1007860.875000 Penalty: 2928.943359
	Iteration 50Q: 3 clusters Score -1007861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1007863.437500 Penalty: 2928.943359
	Iteration 51Q: 3 clusters Score -1007863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1007864.500000 Penalty: 2928.943359
	Iteration 52Q: 3 clusters Score -1007864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1007865.750000 Penalty: 2928.943359
	Iteration 53Q: 3 clusters Score -1007866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1007865.812500 Penalty: 2928.943359
	Iteration 54Q: 3 clusters Score -1007866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1007866.625000 Penalty: 2928.943359
	Iteration 55Q: 3 clusters Score -1007867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1007864.812500 Penalty: 2928.943359
	Iteration 56Q: 3 clusters Score -1007865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1007866.250000 Penalty: 2928.943359
	Iteration 57Q: 3 clusters Score -1007866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1007866.250000 Penalty: 2928.943359
	Iteration 58F: 3 clusters Score -1007866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30859.968750 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30859.97 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31078.845703 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31078.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31171.160156 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31171.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31296.466797 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -31296.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31360.867188 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31360.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31401.015625 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31401.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31417.275391 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -31417.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31434.435547 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -31434.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31435.144531 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -31435.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31439.931641 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -31439.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31444.263672 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -31444.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31447.138672 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -31447.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31452.845703 Penalty: 1905.680176
	Iteration 12Q: 3 clusters Score -31452.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31452.845703 Penalty: 1905.680176
	Iteration 13F: 3 clusters Score -31452.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Entering Unmasked Estep 
Score: -3973513.750000 Penalty: 1682.575073
	Iteration 0F: 2 clusters Score -3973514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3952398.000000 Penalty: 3365.150146
	Iteration 0F: 3 clusters Score -3952398 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3960377.500000 Penalty: 3365.150146
	Iteration 1F: 3 clusters Score -3960378 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3960894.750000 Penalty: 3365.150146
	Iteration 2Q: 3 clusters Score -3960895 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3961468.250000 Penalty: 3365.150146
	Iteration 3Q: 3 clusters Score -3961468 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3962198.750000 Penalty: 3365.150146
	Iteration 4Q: 3 clusters Score -3962199 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3963113.000000 Penalty: 3365.150146
	Iteration 5F: 3 clusters Score -3963113 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3964261.750000 Penalty: 3365.150146
	Iteration 6F: 3 clusters Score -3964262 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3965513.750000 Penalty: 3365.150146
	Iteration 7F: 3 clusters Score -3965514 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3966725.250000 Penalty: 3365.150146
	Iteration 8F: 3 clusters Score -3966725 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3967704.000000 Penalty: 3365.150146
	Iteration 9Q: 3 clusters Score -3967704 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3968346.750000 Penalty: 3365.150146
	Iteration 10Q: 3 clusters Score -3968347 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3968732.750000 Penalty: 3365.150146
	Iteration 11Q: 3 clusters Score -3968733 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3968984.750000 Penalty: 3365.150146
	Iteration 12Q: 3 clusters Score -3968985 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3969199.750000 Penalty: 3365.150146
	Iteration 13Q: 3 clusters Score -3969200 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3969394.000000 Penalty: 3365.150146
	Iteration 14Q: 3 clusters Score -3969394 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3969594.750000 Penalty: 3365.150146
	Iteration 15Q: 3 clusters Score -3969595 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3969808.250000 Penalty: 3365.150146
	Iteration 16Q: 3 clusters Score -3969808 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3969990.750000 Penalty: 3365.150146
	Iteration 17Q: 3 clusters Score -3969991 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3970181.250000 Penalty: 3365.150146
	Iteration 18Q: 3 clusters Score -3970181 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3970341.250000 Penalty: 3365.150146
	Iteration 19Q: 3 clusters Score -3970341 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3970520.000000 Penalty: 3365.150146
	Iteration 20F: 3 clusters Score -3970520 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3970645.500000 Penalty: 3365.150146
	Iteration 21Q: 3 clusters Score -3970646 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3970777.750000 Penalty: 3365.150146
	Iteration 22Q: 3 clusters Score -3970778 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3970854.500000 Penalty: 3365.150146
	Iteration 23Q: 3 clusters Score -3970854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3970933.750000 Penalty: 3365.150146
	Iteration 24Q: 3 clusters Score -3970934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3970974.000000 Penalty: 3365.150146
	Iteration 25Q: 3 clusters Score -3970974 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3971042.750000 Penalty: 3365.150146
	Iteration 26Q: 3 clusters Score -3971043 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3971080.000000 Penalty: 3365.150146
	Iteration 27Q: 3 clusters Score -3971080 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3971128.500000 Penalty: 3365.150146
	Iteration 28Q: 3 clusters Score -3971128 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3971177.250000 Penalty: 3365.150146
	Iteration 29Q: 3 clusters Score -3971177 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3971202.250000 Penalty: 3365.150146
	Iteration 30Q: 3 clusters Score -3971202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3971228.000000 Penalty: 3365.150146
	Iteration 31Q: 3 clusters Score -3971228 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3971257.000000 Penalty: 3365.150146
	Iteration 32Q: 3 clusters Score -3971257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3971301.500000 Penalty: 3365.150146
	Iteration 33Q: 3 clusters Score -3971302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3971319.000000 Penalty: 3365.150146
	Iteration 34Q: 3 clusters Score -3971319 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3971357.000000 Penalty: 3365.150146
	Iteration 35Q: 3 clusters Score -3971357 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3971357.000000 Penalty: 3365.150146
	Iteration 36Q: 3 clusters Score -3971357 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3971372.500000 Penalty: 3365.150146
	Iteration 37Q: 3 clusters Score -3971372 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3971416.250000 Penalty: 3365.150146
	Iteration 38Q: 3 clusters Score -3971416 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3971441.250000 Penalty: 3365.150146
	Iteration 39Q: 3 clusters Score -3971441 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3971465.750000 Penalty: 3365.150146
	Iteration 40F: 3 clusters Score -3971466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3971482.750000 Penalty: 3365.150146
	Iteration 41Q: 3 clusters Score -3971483 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3971502.750000 Penalty: 3365.150146
	Iteration 42Q: 3 clusters Score -3971503 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3971535.000000 Penalty: 3365.150146
	Iteration 43Q: 3 clusters Score -3971535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3971558.250000 Penalty: 3365.150146
	Iteration 44Q: 3 clusters Score -3971558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3971575.000000 Penalty: 3365.150146
	Iteration 45Q: 3 clusters Score -3971575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3971606.750000 Penalty: 3365.150146
	Iteration 46Q: 3 clusters Score -3971607 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3971609.750000 Penalty: 3365.150146
	Iteration 47Q: 3 clusters Score -3971610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3971626.500000 Penalty: 3365.150146
	Iteration 48Q: 3 clusters Score -3971626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3971638.750000 Penalty: 3365.150146
	Iteration 49Q: 3 clusters Score -3971639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3971655.000000 Penalty: 3365.150146
	Iteration 50Q: 3 clusters Score -3971655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3971674.000000 Penalty: 3365.150146
	Iteration 51Q: 3 clusters Score -3971674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3971691.750000 Penalty: 3365.150146
	Iteration 52Q: 3 clusters Score -3971692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3971699.750000 Penalty: 3365.150146
	Iteration 53Q: 3 clusters Score -3971700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3971702.750000 Penalty: 3365.150146
	Iteration 54Q: 3 clusters Score -3971703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3971704.500000 Penalty: 3365.150146
	Iteration 55Q: 3 clusters Score -3971704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3971707.250000 Penalty: 3365.150146
	Iteration 56Q: 3 clusters Score -3971707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3971714.750000 Penalty: 3365.150146
	Iteration 57Q: 3 clusters Score -3971715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3971712.500000 Penalty: 3365.150146
	Iteration 58Q: 3 clusters Score -3971712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3971726.250000 Penalty: 3365.150146
	Iteration 59Q: 3 clusters Score -3971726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3971729.250000 Penalty: 3365.150146
	Iteration 60F: 3 clusters Score -3971729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3971728.250000 Penalty: 3365.150146
	Iteration 61Q: 3 clusters Score -3971728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3971731.750000 Penalty: 3365.150146
	Iteration 62Q: 3 clusters Score -3971732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3971733.000000 Penalty: 3365.150146
	Iteration 63Q: 3 clusters Score -3971733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3971735.750000 Penalty: 3365.150146
	Iteration 64Q: 3 clusters Score -3971736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3971737.750000 Penalty: 3365.150146
	Iteration 65Q: 3 clusters Score -3971738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3971747.750000 Penalty: 3365.150146
	Iteration 66Q: 3 clusters Score -3971748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3971752.000000 Penalty: 3365.150146
	Iteration 67Q: 3 clusters Score -3971752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3971754.250000 Penalty: 3365.150146
	Iteration 68Q: 3 clusters Score -3971754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3971752.500000 Penalty: 3365.150146
	Iteration 69Q: 3 clusters Score -3971752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3971756.750000 Penalty: 3365.150146
	Iteration 70Q: 3 clusters Score -3971757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3971760.750000 Penalty: 3365.150146
	Iteration 71Q: 3 clusters Score -3971761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3971757.000000 Penalty: 3365.150146
	Iteration 72Q: 3 clusters Score -3971757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3971761.500000 Penalty: 3365.150146
	Iteration 73Q: 3 clusters Score -3971762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3971761.500000 Penalty: 3365.150146
	Iteration 74Q: 3 clusters Score -3971762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3971764.500000 Penalty: 3365.150146
	Iteration 75Q: 3 clusters Score -3971764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3971769.500000 Penalty: 3365.150146
	Iteration 76Q: 3 clusters Score -3971770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3971768.250000 Penalty: 3365.150146
	Iteration 77Q: 3 clusters Score -3971768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3971765.000000 Penalty: 3365.150146
	Iteration 78Q: 3 clusters Score -3971765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3971951.000000 Penalty: 3365.150146
	Iteration 172Q: 3 clusters Score -3971951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3971963.250000 Penalty: 3365.150146
	Iteration 173Q: 3 clusters Score -3971963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3971967.250000 Penalty: 3365.150146
	Iteration 174Q: 3 clusters Score -3971967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3971974.500000 Penalty: 3365.150146
	Iteration 175Q: 3 clusters Score -3971974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3971984.250000 Penalty: 3365.150146
	Iteration 176Q: 3 clusters Score -3971984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3971990.500000 Penalty: 3365.150146
	Iteration 177Q: 3 clusters Score -3971990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3971998.250000 Penalty: 3365.150146
	Iteration 178Q: 3 clusters Score -3971998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -3972003.750000 Penalty: 3365.150146
	Iteration 179Q: 3 clusters Score -3972004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3972015.250000 Penalty: 3365.150146
	Iteration 180F: 3 clusters Score -3972015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3972020.500000 Penalty: 3365.150146
	Iteration 181Q: 3 clusters Score -3972020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3972028.500000 Penalty: 3365.150146
	Iteration 182Q: 3 clusters Score -3972028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3972041.750000 Penalty: 3365.150146
	Iteration 183Q: 3 clusters Score -3972042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3972056.500000 Penalty: 3365.150146
	Iteration 184Q: 3 clusters Score -3972056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3972058.000000 Penalty: 3365.150146
	Iteration 185Q: 3 clusters Score -3972058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3972066.500000 Penalty: 3365.150146
	Iteration 186Q: 3 clusters Score -3972066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3972078.250000 Penalty: 3365.150146
	Iteration 187Q: 3 clusters Score -3972078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3972076.000000 Penalty: 3365.150146
	Iteration 188Q: 3 clusters Score -3972076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3972072.750000 Penalty: 3365.150146
	Iteration 189Q: 3 clusters Score -3972073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3972072.250000 Penalty: 3365.150146
	Iteration 190Q: 3 clusters Score -3972072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3972081.500000 Penalty: 3365.150146
	Iteration 191Q: 3 clusters Score -3972082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3972086.500000 Penalty: 3365.150146
	Iteration 192Q: 3 clusters Score -3972086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3972080.500000 Penalty: 3365.150146
	Iteration 193Q: 3 clusters Score -3972080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3972078.750000 Penalty: 3365.150146
	Iteration 194Q: 3 clusters Score -3972079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3972082.500000 Penalty: 3365.150146
	Iteration 195Q: 3 clusters Score -3972082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3972085.500000 Penalty: 3365.150146
	Iteration 196Q: 3 clusters Score -3972086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3972084.000000 Penalty: 3365.150146
	Iteration 197Q: 3 clusters Score -3972084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3972091.000000 Penalty: 3365.150146
	Iteration 198Q: 3 clusters Score -3972091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3972087.000000 Penalty: 3365.150146
	Iteration 199Q: 3 clusters Score -3972087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3972089.000000 Penalty: 3365.150146
	Iteration 200F: 3 clusters Score -3972089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -479941.812500 Penalty: 1349.480469
	Iteration 0F: 2 clusters Score -479941.8 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 2014 members 
Entering Unmasked Estep 
Score: -476562.531250 Penalty: 2698.960938
	Iteration 0F: 3 clusters Score -476562.5 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -477756.468750 Penalty: 2698.960938
	Iteration 1F: 3 clusters Score -477756.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -478202.437500 Penalty: 2698.960938
	Iteration 2F: 3 clusters Score -478202.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -478555.000000 Penalty: 2698.960938
	Iteration 3F: 3 clusters Score -478555 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -478842.062500 Penalty: 2698.960938
	Iteration 4F: 3 clusters Score -478842.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -479060.718750 Penalty: 2698.960938
	Iteration 5F: 3 clusters Score -479060.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -479201.531250 Penalty: 2698.960938
	Iteration 6Q: 3 clusters Score -479201.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -479277.625000 Penalty: 2698.960938
	Iteration 7Q: 3 clusters Score -479277.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -479331.406250 Penalty: 2698.960938
	Iteration 8Q: 3 clusters Score -479331.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -479374.406250 Penalty: 2698.960938
	Iteration 9Q: 3 clusters Score -479374.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -479413.375000 Penalty: 2698.960938
	Iteration 10Q: 3 clusters Score -479413.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -479437.656250 Penalty: 2698.960938
	Iteration 11Q: 3 clusters Score -479437.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -479464.250000 Penalty: 2698.960938
	Iteration 12Q: 3 clusters Score -479464.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -479489.343750 Penalty: 2698.960938
	Iteration 13Q: 3 clusters Score -479489.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -479508.500000 Penalty: 2698.960938
	Iteration 14Q: 3 clusters Score -479508.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -479519.250000 Penalty: 2698.960938
	Iteration 15Q: 3 clusters Score -479519.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -479524.875000 Penalty: 2698.960938
	Iteration 16Q: 3 clusters Score -479524.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -479530.687500 Penalty: 2698.960938
	Iteration 17Q: 3 clusters Score -479530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -479532.968750 Penalty: 2698.960938
	Iteration 18Q: 3 clusters Score -479533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -479537.687500 Penalty: 2698.960938
	Iteration 19Q: 3 clusters Score -479537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -479540.656250 Penalty: 2698.960938
	Iteration 20F: 3 clusters Score -479540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -479541.875000 Penalty: 2698.960938
	Iteration 21Q: 3 clusters Score -479541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -479541.968750 Penalty: 2698.960938
	Iteration 22Q: 3 clusters Score -479542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -479541.968750 Penalty: 2698.960938
	Iteration 23F: 3 clusters Score -479542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30937.896484 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -30937.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31311.062500 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31311.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31551.869141 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31551.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31673.574219 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -31673.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31731.390625 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -31731.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31770.937500 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31770.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31784.617188 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -31784.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31788.138672 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -31788.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31788.138672 Penalty: 1964.626709
	Iteration 8F: 3 clusters Score -31788.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (113505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Entering Unmasked Estep 
Score: -14249908.000000 Penalty: 1891.435303
	Iteration 0F: 2 clusters Score -1.424991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -14176359.000000 Penalty: 3782.870605
	Iteration 0F: 3 clusters Score -1.417636e+07 nChanged 54739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -14208199.000000 Penalty: 3782.870605
	Iteration 1F: 3 clusters Score -1.42082e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -14208914.000000 Penalty: 3782.870605
	Iteration 2Q: 3 clusters Score -1.420891e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -14209839.000000 Penalty: 3782.870605
	Iteration 3Q: 3 clusters Score -1.420984e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -14210927.000000 Penalty: 3782.870605
	Iteration 4Q: 3 clusters Score -1.421093e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -14212542.000000 Penalty: 3782.870605
	Iteration 5Q: 3 clusters Score -1.421254e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -14215086.000000 Penalty: 3782.870605
	Iteration 6Q: 3 clusters Score -1.421509e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -14218984.000000 Penalty: 3782.870605
	Iteration 7F: 3 clusters Score -1.421898e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -14224248.000000 Penalty: 3782.870605
	Iteration 8F: 3 clusters Score -1.422425e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -14230486.000000 Penalty: 3782.870605
	Iteration 9F: 3 clusters Score -1.423049e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97778 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -14236849.000000 Penalty: 3782.870605
	Iteration 10F: 3 clusters Score -1.423685e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -14242241.000000 Penalty: 3782.870605
	Iteration 11F: 3 clusters Score -1.424224e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -14245501.000000 Penalty: 3782.870605
	Iteration 12Q: 3 clusters Score -1.42455e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110503 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -14247081.000000 Penalty: 3782.870605
	Iteration 13Q: 3 clusters Score -1.424708e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112006 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -14247749.000000 Penalty: 3782.870605
	Iteration 14Q: 3 clusters Score -1.424775e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14248029.000000 Penalty: 3782.870605
	Iteration 15Q: 3 clusters Score -1.424803e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14248162.000000 Penalty: 3782.870605
	Iteration 16Q: 3 clusters Score -1.424816e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113136 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14248235.000000 Penalty: 3782.870605
	Iteration 17Q: 3 clusters Score -1.424824e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14248246.000000 Penalty: 3782.870605
	Iteration 18Q: 3 clusters Score -1.424825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14248281.000000 Penalty: 3782.870605
	Iteration 19Q: 3 clusters Score -1.424828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113237 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14248304.000000 Penalty: 3782.870605
	Iteration 20F: 3 clusters Score -1.42483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113245 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14248321.000000 Penalty: 3782.870605
	Iteration 21Q: 3 clusters Score -1.424832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -14248330.000000 Penalty: 3782.870605
	Iteration 22Q: 3 clusters Score -1.424833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14248342.000000 Penalty: 3782.870605
	Iteration 23Q: 3 clusters Score -1.424834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14248352.000000 Penalty: 3782.870605
	Iteration 24Q: 3 clusters Score -1.424835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14248359.000000 Penalty: 3782.870605
	Iteration 25Q: 3 clusters Score -1.424836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14248353.000000 Penalty: 3782.870605
	Iteration 26Q: 3 clusters Score -1.424835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14248359.000000 Penalty: 3782.870605
	Iteration 27Q: 3 clusters Score -1.424836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14248365.000000 Penalty: 3782.870605
	Iteration 28Q: 3 clusters Score -1.424836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14248365.000000 Penalty: 3782.870605
	Iteration 29F: 3 clusters Score -1.424836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -655299.937500 Penalty: 1399.590942
	Iteration 0F: 2 clusters Score -655299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -650976.937500 Penalty: 2799.181885
	Iteration 0F: 3 clusters Score -650976.9 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -652218.562500 Penalty: 2799.181885
	Iteration 1F: 3 clusters Score -652218.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -652444.187500 Penalty: 2799.181885
	Iteration 2F: 3 clusters Score -652444.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -652633.312500 Penalty: 2799.181885
	Iteration 3F: 3 clusters Score -652633.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -652778.875000 Penalty: 2799.181885
	Iteration 4F: 3 clusters Score -652778.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -652916.500000 Penalty: 2799.181885
	Iteration 5Q: 3 clusters Score -652916.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -653043.187500 Penalty: 2799.181885
	Iteration 6Q: 3 clusters Score -653043.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -653152.687500 Penalty: 2799.181885
	Iteration 7Q: 3 clusters Score -653152.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -653244.812500 Penalty: 2799.181885
	Iteration 8Q: 3 clusters Score -653244.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -653325.562500 Penalty: 2799.181885
	Iteration 9Q: 3 clusters Score -653325.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -653398.625000 Penalty: 2799.181885
	Iteration 10Q: 3 clusters Score -653398.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -653448.500000 Penalty: 2799.181885
	Iteration 11Q: 3 clusters Score -653448.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -653494.687500 Penalty: 2799.181885
	Iteration 12Q: 3 clusters Score -653494.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -653548.812500 Penalty: 2799.181885
	Iteration 13Q: 3 clusters Score -653548.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -653594.875000 Penalty: 2799.181885
	Iteration 14Q: 3 clusters Score -653594.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -653642.312500 Penalty: 2799.181885
	Iteration 15Q: 3 clusters Score -653642.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -653687.187500 Penalty: 2799.181885
	Iteration 16Q: 3 clusters Score -653687.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -653724.000000 Penalty: 2799.181885
	Iteration 17Q: 3 clusters Score -653724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -653761.937500 Penalty: 2799.181885
	Iteration 18Q: 3 clusters Score -653761.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -653802.187500 Penalty: 2799.181885
	Iteration 19Q: 3 clusters Score -653802.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -653838.812500 Penalty: 2799.181885
	Iteration 20F: 3 clusters Score -653838.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -653868.062500 Penalty: 2799.181885
	Iteration 21Q: 3 clusters Score -653868.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -653896.000000 Penalty: 2799.181885
	Iteration 22Q: 3 clusters Score -653896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -653916.750000 Penalty: 2799.181885
	Iteration 23Q: 3 clusters Score -653916.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -653937.125000 Penalty: 2799.181885
	Iteration 24Q: 3 clusters Score -653937.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -653962.687500 Penalty: 2799.181885
	Iteration 25Q: 3 clusters Score -653962.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -653984.125000 Penalty: 2799.181885
	Iteration 26Q: 3 clusters Score -653984.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -654015.187500 Penalty: 2799.181885
	Iteration 27Q: 3 clusters Score -654015.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -654041.187500 Penalty: 2799.181885
	Iteration 28Q: 3 clusters Score -654041.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -654075.812500 Penalty: 2799.181885
	Iteration 29Q: 3 clusters Score -654075.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -654119.125000 Penalty: 2799.181885
	Iteration 30Q: 3 clusters Score -654119.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -654161.437500 Penalty: 2799.181885
	Iteration 31Q: 3 clusters Score -654161.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -654206.750000 Penalty: 2799.181885
	Iteration 32Q: 3 clusters Score -654206.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -654254.062500 Penalty: 2799.181885
	Iteration 33Q: 3 clusters Score -654254.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -654282.375000 Penalty: 2799.181885
	Iteration 34Q: 3 clusters Score -654282.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -654301.000000 Penalty: 2799.181885
	Iteration 35Q: 3 clusters Score -654301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -654323.500000 Penalty: 2799.181885
	Iteration 36Q: 3 clusters Score -654323.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -654335.062500 Penalty: 2799.181885
	Iteration 37Q: 3 clusters Score -654335.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -654344.375000 Penalty: 2799.181885
	Iteration 38Q: 3 clusters Score -654344.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -654350.437500 Penalty: 2799.181885
	Iteration 39Q: 3 clusters Score -654350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -654355.125000 Penalty: 2799.181885
	Iteration 40F: 3 clusters Score -654355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -654357.312500 Penalty: 2799.181885
	Iteration 41Q: 3 clusters Score -654357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -654358.562500 Penalty: 2799.181885
	Iteration 42Q: 3 clusters Score -654358.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -654362.437500 Penalty: 2799.181885
	Iteration 43Q: 3 clusters Score -654362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -654364.875000 Penalty: 2799.181885
	Iteration 44Q: 3 clusters Score -654364.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -654367.937500 Penalty: 2799.181885
	Iteration 45Q: 3 clusters Score -654367.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -654369.500000 Penalty: 2799.181885
	Iteration 46Q: 3 clusters Score -654369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -654371.687500 Penalty: 2799.181885
	Iteration 47Q: 3 clusters Score -654371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -654375.562500 Penalty: 2799.181885
	Iteration 48Q: 3 clusters Score -654375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -654374.750000 Penalty: 2799.181885
	Iteration 49Q: 3 clusters Score -654374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -654377.312500 Penalty: 2799.181885
	Iteration 50Q: 3 clusters Score -654377.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -654378.312500 Penalty: 2799.181885
	Iteration 51Q: 3 clusters Score -654378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -654379.500000 Penalty: 2799.181885
	Iteration 52Q: 3 clusters Score -654379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -654382.062500 Penalty: 2799.181885
	Iteration 53Q: 3 clusters Score -654382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -654381.750000 Penalty: 2799.181885
	Iteration 54Q: 3 clusters Score -654381.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -654387.250000 Penalty: 2799.181885
	Iteration 55Q: 3 clusters Score -654387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -654392.000000 Penalty: 2799.181885
	Iteration 56Q: 3 clusters Score -654392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -654397.937500 Penalty: 2799.181885
	Iteration 57Q: 3 clusters Score -654397.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -654400.937500 Penalty: 2799.181885
	Iteration 58Q: 3 clusters Score -654400.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -654406.250000 Penalty: 2799.181885
	Iteration 59Q: 3 clusters Score -654406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -654408.625000 Penalty: 2799.181885
	Iteration 60F: 3 clusters Score -654408.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -654409.687500 Penalty: 2799.181885
	Iteration 61Q: 3 clusters Score -654409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -654412.062500 Penalty: 2799.181885
	Iteration 62Q: 3 clusters Score -654412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -654414.000000 Penalty: 2799.181885
	Iteration 63Q: 3 clusters Score -654414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -654415.437500 Penalty: 2799.181885
	Iteration 64Q: 3 clusters Score -654415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -654415.062500 Penalty: 2799.181885
	Iteration 65Q: 3 clusters Score -654415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -654416.687500 Penalty: 2799.181885
	Iteration 66Q: 3 clusters Score -654416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -654418.375000 Penalty: 2799.181885
	Iteration 67Q: 3 clusters Score -654418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -654419.375000 Penalty: 2799.181885
	Iteration 68Q: 3 clusters Score -654419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -654419.375000 Penalty: 2799.181885
	Iteration 69F: 3 clusters Score -654419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Entering Unmasked Estep 
Score: -1767751.375000 Penalty: 1556.396851
	Iteration 0F: 2 clusters Score -1767751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1757610.750000 Penalty: 3112.793701
	Iteration 0F: 3 clusters Score -1757611 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1761127.250000 Penalty: 3112.793701
	Iteration 1F: 3 clusters Score -1761127 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1761433.125000 Penalty: 3112.793701
	Iteration 2F: 3 clusters Score -1761433 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1761710.500000 Penalty: 3112.793701
	Iteration 3Q: 3 clusters Score -1761710 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1762025.875000 Penalty: 3112.793701
	Iteration 4Q: 3 clusters Score -1762026 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1762402.625000 Penalty: 3112.793701
	Iteration 5Q: 3 clusters Score -1762403 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1762848.500000 Penalty: 3112.793701
	Iteration 6F: 3 clusters Score -1762848 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1763434.375000 Penalty: 3112.793701
	Iteration 7F: 3 clusters Score -1763434 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1764079.375000 Penalty: 3112.793701
	Iteration 8F: 3 clusters Score -1764079 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1764641.250000 Penalty: 3112.793701
	Iteration 9F: 3 clusters Score -1764641 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1765045.875000 Penalty: 3112.793701
	Iteration 10Q: 3 clusters Score -1765046 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1765343.125000 Penalty: 3112.793701
	Iteration 11Q: 3 clusters Score -1765343 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1765529.250000 Penalty: 3112.793701
	Iteration 12Q: 3 clusters Score -1765529 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1765678.125000 Penalty: 3112.793701
	Iteration 13Q: 3 clusters Score -1765678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1765781.000000 Penalty: 3112.793701
	Iteration 14Q: 3 clusters Score -1765781 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1765860.875000 Penalty: 3112.793701
	Iteration 15Q: 3 clusters Score -1765861 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1765920.875000 Penalty: 3112.793701
	Iteration 16Q: 3 clusters Score -1765921 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1765958.000000 Penalty: 3112.793701
	Iteration 17Q: 3 clusters Score -1765958 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1766004.375000 Penalty: 3112.793701
	Iteration 18Q: 3 clusters Score -1766004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1766046.375000 Penalty: 3112.793701
	Iteration 19Q: 3 clusters Score -1766046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1766088.250000 Penalty: 3112.793701
	Iteration 20F: 3 clusters Score -1766088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1766121.250000 Penalty: 3112.793701
	Iteration 21Q: 3 clusters Score -1766121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1766158.500000 Penalty: 3112.793701
	Iteration 22Q: 3 clusters Score -1766158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1766192.875000 Penalty: 3112.793701
	Iteration 23Q: 3 clusters Score -1766193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1766221.125000 Penalty: 3112.793701
	Iteration 24Q: 3 clusters Score -1766221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1766250.375000 Penalty: 3112.793701
	Iteration 25Q: 3 clusters Score -1766250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1766277.625000 Penalty: 3112.793701
	Iteration 26Q: 3 clusters Score -1766278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1766291.625000 Penalty: 3112.793701
	Iteration 27Q: 3 clusters Score -1766292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1766310.250000 Penalty: 3112.793701
	Iteration 28Q: 3 clusters Score -1766310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1766324.750000 Penalty: 3112.793701
	Iteration 29Q: 3 clusters Score -1766325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1766345.875000 Penalty: 3112.793701
	Iteration 30Q: 3 clusters Score -1766346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1766364.375000 Penalty: 3112.793701
	Iteration 31Q: 3 clusters Score -1766364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1766377.875000 Penalty: 3112.793701
	Iteration 32Q: 3 clusters Score -1766378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1766391.625000 Penalty: 3112.793701
	Iteration 33Q: 3 clusters Score -1766392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1766394.625000 Penalty: 3112.793701
	Iteration 34Q: 3 clusters Score -1766395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1766401.500000 Penalty: 3112.793701
	Iteration 35Q: 3 clusters Score -1766402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1766403.875000 Penalty: 3112.793701
	Iteration 36Q: 3 clusters Score -1766404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1766412.375000 Penalty: 3112.793701
	Iteration 37Q: 3 clusters Score -1766412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1766420.500000 Penalty: 3112.793701
	Iteration 38Q: 3 clusters Score -1766420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1766423.125000 Penalty: 3112.793701
	Iteration 39Q: 3 clusters Score -1766423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1766429.500000 Penalty: 3112.793701
	Iteration 40F: 3 clusters Score -1766430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1766432.625000 Penalty: 3112.793701
	Iteration 41Q: 3 clusters Score -1766433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1766436.500000 Penalty: 3112.793701
	Iteration 42Q: 3 clusters Score -1766436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1766436.375000 Penalty: 3112.793701
	Iteration 43Q: 3 clusters Score -1766436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1766436.250000 Penalty: 3112.793701
	Iteration 44Q: 3 clusters Score -1766436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1766438.125000 Penalty: 3112.793701
	Iteration 45Q: 3 clusters Score -1766438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1766439.250000 Penalty: 3112.793701
	Iteration 46Q: 3 clusters Score -1766439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1766440.000000 Penalty: 3112.793701
	Iteration 47Q: 3 clusters Score -1766440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1766438.875000 Penalty: 3112.793701
	Iteration 48Q: 3 clusters Score -1766439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1766441.250000 Penalty: 3112.793701
	Iteration 49Q: 3 clusters Score -1766441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1766443.750000 Penalty: 3112.793701
	Iteration 50Q: 3 clusters Score -1766444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1766443.750000 Penalty: 3112.793701
	Iteration 51F: 3 clusters Score -1766444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Entering Unmasked Estep 
Score: -13760097.000000 Penalty: 1885.326172
	Iteration 0F: 2 clusters Score -1.37601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -13688719.000000 Penalty: 3770.652344
	Iteration 0F: 3 clusters Score -1.368872e+07 nChanged 52487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -13718807.000000 Penalty: 3770.652344
	Iteration 1F: 3 clusters Score -1.371881e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -13719381.000000 Penalty: 3770.652344
	Iteration 2Q: 3 clusters Score -1.371938e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -13719974.000000 Penalty: 3770.652344
	Iteration 3Q: 3 clusters Score -1.371997e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -13720747.000000 Penalty: 3770.652344
	Iteration 4Q: 3 clusters Score -1.372075e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -13721830.000000 Penalty: 3770.652344
	Iteration 5Q: 3 clusters Score -1.372183e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -13723655.000000 Penalty: 3770.652344
	Iteration 6Q: 3 clusters Score -1.372366e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -13726512.000000 Penalty: 3770.652344
	Iteration 7Q: 3 clusters Score -1.372651e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -13730885.000000 Penalty: 3770.652344
	Iteration 8F: 3 clusters Score -1.373088e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -13736912.000000 Penalty: 3770.652344
	Iteration 9F: 3 clusters Score -1.373691e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -13742762.000000 Penalty: 3770.652344
	Iteration 10F: 3 clusters Score -1.374276e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -13746744.000000 Penalty: 3770.652344
	Iteration 11F: 3 clusters Score -1.374674e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -13748950.000000 Penalty: 3770.652344
	Iteration 12Q: 3 clusters Score -1.374895e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -13750342.000000 Penalty: 3770.652344
	Iteration 13Q: 3 clusters Score -1.375034e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -13751334.000000 Penalty: 3770.652344
	Iteration 14Q: 3 clusters Score -1.375133e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -13752433.000000 Penalty: 3770.652344
	Iteration 15Q: 3 clusters Score -1.375243e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -13753395.000000 Penalty: 3770.652344
	Iteration 16Q: 3 clusters Score -1.37534e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -13754252.000000 Penalty: 3770.652344
	Iteration 17Q: 3 clusters Score -1.375425e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -13755041.000000 Penalty: 3770.652344
	Iteration 18Q: 3 clusters Score -1.375504e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -13755661.000000 Penalty: 3770.652344
	Iteration 19Q: 3 clusters Score -1.375566e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -13756240.000000 Penalty: 3770.652344
	Iteration 20F: 3 clusters Score -1.375624e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -13756797.000000 Penalty: 3770.652344
	Iteration 21Q: 3 clusters Score -1.37568e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -13757246.000000 Penalty: 3770.652344
	Iteration 22Q: 3 clusters Score -1.375725e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -13757584.000000 Penalty: 3770.652344
	Iteration 23Q: 3 clusters Score -1.375758e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -13757834.000000 Penalty: 3770.652344
	Iteration 24Q: 3 clusters Score -1.375783e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -13758044.000000 Penalty: 3770.652344
	Iteration 25Q: 3 clusters Score -1.375804e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104674 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -13758238.000000 Penalty: 3770.652344
	Iteration 26Q: 3 clusters Score -1.375824e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -13758415.000000 Penalty: 3770.652344
	Iteration 27Q: 3 clusters Score -1.375842e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -13758575.000000 Penalty: 3770.652344
	Iteration 28Q: 3 clusters Score -1.375858e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13758693.000000 Penalty: 3770.652344
	Iteration 29Q: 3 clusters Score -1.375869e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -13758745.000000 Penalty: 3770.652344
	Iteration 30Q: 3 clusters Score -1.375874e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -13758796.000000 Penalty: 3770.652344
	Iteration 31Q: 3 clusters Score -1.37588e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13758821.000000 Penalty: 3770.652344
	Iteration 32Q: 3 clusters Score -1.375882e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -13758860.000000 Penalty: 3770.652344
	Iteration 33Q: 3 clusters Score -1.375886e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13758856.000000 Penalty: 3770.652344
	Iteration 34Q: 3 clusters Score -1.375886e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13758848.000000 Penalty: 3770.652344
	Iteration 35Q: 3 clusters Score -1.375885e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13758853.000000 Penalty: 3770.652344
	Iteration 36Q: 3 clusters Score -1.375885e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13758876.000000 Penalty: 3770.652344
	Iteration 37Q: 3 clusters Score -1.375888e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13758901.000000 Penalty: 3770.652344
	Iteration 38Q: 3 clusters Score -1.37589e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13758893.000000 Penalty: 3770.652344
	Iteration 39Q: 3 clusters Score -1.375889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -13758898.000000 Penalty: 3770.652344
	Iteration 40F: 3 clusters Score -1.37589e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13758913.000000 Penalty: 3770.652344
	Iteration 41Q: 3 clusters Score -1.375891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -13758934.000000 Penalty: 3770.652344
	Iteration 42Q: 3 clusters Score -1.375893e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13758928.000000 Penalty: 3770.652344
	Iteration 43Q: 3 clusters Score -1.375893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -13758939.000000 Penalty: 3770.652344
	Iteration 44Q: 3 clusters Score -1.375894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13758935.000000 Penalty: 3770.652344
	Iteration 45Q: 3 clusters Score -1.375894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -13758954.000000 Penalty: 3770.652344
	Iteration 46Q: 3 clusters Score -1.375895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -13758959.000000 Penalty: 3770.652344
	Iteration 47Q: 3 clusters Score -1.375896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13758970.000000 Penalty: 3770.652344
	Iteration 48Q: 3 clusters Score -1.375897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107619 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13758964.000000 Penalty: 3770.652344
	Iteration 49Q: 3 clusters Score -1.375896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13758959.000000 Penalty: 3770.652344
	Iteration 50Q: 3 clusters Score -1.375896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13758950.000000 Penalty: 3770.652344
	Iteration 51Q: 3 clusters Score -1.375895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -13758956.000000 Penalty: 3770.652344
	Iteration 52Q: 3 clusters Score -1.375896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107646 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13758966.000000 Penalty: 3770.652344
	Iteration 53Q: 3 clusters Score -1.375897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -13758970.000000 Penalty: 3770.652344
	Iteration 54Q: 3 clusters Score -1.375897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13758962.000000 Penalty: 3770.652344
	Iteration 55Q: 3 clusters Score -1.375896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -13758967.000000 Penalty: 3770.652344
	Iteration 56Q: 3 clusters Score -1.375897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13758957.000000 Penalty: 3770.652344
	Iteration 57Q: 3 clusters Score -1.375896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13758946.000000 Penalty: 3770.652344
	Iteration 58Q: 3 clusters Score -1.375895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13758952.000000 Penalty: 3770.652344
	Iteration 59Q: 3 clusters Score -1.375895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13758953.000000 Penalty: 3770.652344
	Iteration 60F: 3 clusters Score -1.375895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13758953.000000 Penalty: 3770.652344
	Iteration 61Q: 3 clusters Score -1.375895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13758954.000000 Penalty: 3770.652344
	Iteration 62Q: 3 clusters Score -1.375895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13758953.000000 Penalty: 3770.652344
	Iteration 63Q: 3 clusters Score -1.375895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13758955.000000 Penalty: 3770.652344
	Iteration 64Q: 3 clusters Score -1.375896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13758950.000000 Penalty: 3770.652344
	Iteration 65Q: 3 clusters Score -1.375895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13758947.000000 Penalty: 3770.652344
	Iteration 66Q: 3 clusters Score -1.375895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13758951.000000 Penalty: 3770.652344
	Iteration 67Q: 3 clusters Score -1.375895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13758952.000000 Penalty: 3770.652344
	Iteration 68Q: 3 clusters Score -1.375895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107723 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -13758944.000000 Penalty: 3770.652344
	Iteration 69Q: 3 clusters Score -1.375894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -13758942.000000 Penalty: 3770.652344
	Iteration 70Q: 3 clusters Score -1.375894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13758942.000000 Penalty: 3770.652344
	Iteration 71Q: 3 clusters Score -1.375894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13758951.000000 Penalty: 3770.652344
	Iteration 72Q: 3 clusters Score -1.375895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13758951.000000 Penalty: 3770.652344
	Iteration 73F: 3 clusters Score -1.375895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -600466.062500 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -600466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -596568.750000 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -596568.8 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -597756.000000 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -597756 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -598013.812500 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -598013.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -598240.187500 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -598240.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -598449.437500 Penalty: 2764.164062
	Iteration 4F: 3 clusters Score -598449.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -598621.625000 Penalty: 2764.164062
	Iteration 5Q: 3 clusters Score -598621.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -598750.812500 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -598750.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -598859.750000 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -598859.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -598969.312500 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -598969.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -599082.250000 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -599082.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -599173.312500 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -599173.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -599235.937500 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -599235.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -599274.562500 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -599274.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -599308.375000 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -599308.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -599339.437500 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -599339.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -599364.062500 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -599364.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -599381.500000 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -599381.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -599398.125000 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -599398.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -599411.937500 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -599411.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -599427.250000 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -599427.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -599436.937500 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -599436.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -599442.500000 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -599442.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -599449.750000 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -599449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -599454.312500 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -599454.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -599463.187500 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -599463.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -599474.937500 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -599474.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -599488.125000 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -599488.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -599495.750000 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -599495.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -599505.500000 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -599505.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -599508.437500 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -599508.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -599515.187500 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -599515.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -599519.562500 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -599519.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -599526.500000 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -599526.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -599530.687500 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -599530.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -599534.875000 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -599534.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -599537.062500 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -599537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -599540.937500 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -599540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -599542.125000 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -599542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -599544.687500 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -599544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -599544.437500 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -599544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -599544.625000 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -599544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -599545.937500 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -599545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -599546.812500 Penalty: 2764.164062
	Iteration 42Q: 3 clusters Score -599546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -599546.812500 Penalty: 2764.164062
	Iteration 43Q: 3 clusters Score -599546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -599547.125000 Penalty: 2764.164062
	Iteration 44Q: 3 clusters Score -599547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -599548.125000 Penalty: 2764.164062
	Iteration 45Q: 3 clusters Score -599548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -599548.625000 Penalty: 2764.164062
	Iteration 46Q: 3 clusters Score -599548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -599548.875000 Penalty: 2764.164062
	Iteration 47Q: 3 clusters Score -599548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -599548.875000 Penalty: 2764.164062
	Iteration 48F: 3 clusters Score -599548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -648241.812500 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -648241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -644075.062500 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -644075.1 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -645288.187500 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -645288.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -645467.000000 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -645467 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -645602.812500 Penalty: 2786.902588
	Iteration 3F: 3 clusters Score -645602.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -645707.437500 Penalty: 2786.902588
	Iteration 4Q: 3 clusters Score -645707.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -645800.000000 Penalty: 2786.902588
	Iteration 5Q: 3 clusters Score -645800 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -645884.937500 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -645884.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -645944.312500 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -645944.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -646009.250000 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -646009.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -646095.812500 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -646095.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -646192.625000 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -646192.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -646300.562500 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -646300.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -646414.750000 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -646414.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -646523.875000 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -646523.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -646630.625000 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -646630.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -646721.187500 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -646721.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -646794.500000 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -646794.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -646866.625000 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -646866.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -646921.875000 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -646921.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -646965.875000 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -646965.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -646999.437500 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -646999.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -647026.375000 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -647026.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -647057.812500 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -647057.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -647078.000000 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -647078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -647093.125000 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -647093.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -647108.187500 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -647108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -647119.312500 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -647119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -647123.875000 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -647123.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -647127.500000 Penalty: 2786.902588
	Iteration 28Q: 3 clusters Score -647127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -647131.437500 Penalty: 2786.902588
	Iteration 29Q: 3 clusters Score -647131.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -647136.125000 Penalty: 2786.902588
	Iteration 30Q: 3 clusters Score -647136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -647140.250000 Penalty: 2786.902588
	Iteration 31Q: 3 clusters Score -647140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -647144.187500 Penalty: 2786.902588
	Iteration 32Q: 3 clusters Score -647144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -647147.250000 Penalty: 2786.902588
	Iteration 33Q: 3 clusters Score -647147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -647148.000000 Penalty: 2786.902588
	Iteration 34Q: 3 clusters Score -647148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -647148.000000 Penalty: 2786.902588
	Iteration 35F: 3 clusters Score -647148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Entering Unmasked Estep 
Score: -2449791.000000 Penalty: 1602.945312
	Iteration 0F: 2 clusters Score -2449791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2436658.500000 Penalty: 3205.890625
	Iteration 0F: 3 clusters Score -2436658 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2441364.000000 Penalty: 3205.890625
	Iteration 1F: 3 clusters Score -2441364 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2441604.000000 Penalty: 3205.890625
	Iteration 2Q: 3 clusters Score -2441604 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2441781.500000 Penalty: 3205.890625
	Iteration 3Q: 3 clusters Score -2441782 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2441946.750000 Penalty: 3205.890625
	Iteration 4Q: 3 clusters Score -2441947 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2442084.000000 Penalty: 3205.890625
	Iteration 5Q: 3 clusters Score -2442084 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2442194.500000 Penalty: 3205.890625
	Iteration 6Q: 3 clusters Score -2442194 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2442306.750000 Penalty: 3205.890625
	Iteration 7Q: 3 clusters Score -2442307 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2442414.250000 Penalty: 3205.890625
	Iteration 8Q: 3 clusters Score -2442414 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2442513.750000 Penalty: 3205.890625
	Iteration 9Q: 3 clusters Score -2442514 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2442651.000000 Penalty: 3205.890625
	Iteration 10Q: 3 clusters Score -2442651 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2442815.000000 Penalty: 3205.890625
	Iteration 11Q: 3 clusters Score -2442815 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2443017.000000 Penalty: 3205.890625
	Iteration 12Q: 3 clusters Score -2443017 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2443290.500000 Penalty: 3205.890625
	Iteration 13Q: 3 clusters Score -2443290 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2443726.750000 Penalty: 3205.890625
	Iteration 14Q: 3 clusters Score -2443727 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2444345.500000 Penalty: 3205.890625
	Iteration 15Q: 3 clusters Score -2444346 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2445046.750000 Penalty: 3205.890625
	Iteration 16Q: 3 clusters Score -2445047 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2445566.500000 Penalty: 3205.890625
	Iteration 17Q: 3 clusters Score -2445566 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2445822.750000 Penalty: 3205.890625
	Iteration 18Q: 3 clusters Score -2445823 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2445966.250000 Penalty: 3205.890625
	Iteration 19Q: 3 clusters Score -2445966 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2446093.000000 Penalty: 3205.890625
	Iteration 20F: 3 clusters Score -2446093 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2446199.500000 Penalty: 3205.890625
	Iteration 21Q: 3 clusters Score -2446200 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2446297.250000 Penalty: 3205.890625
	Iteration 22Q: 3 clusters Score -2446297 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2446400.000000 Penalty: 3205.890625
	Iteration 23Q: 3 clusters Score -2446400 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2446520.250000 Penalty: 3205.890625
	Iteration 24Q: 3 clusters Score -2446520 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2446654.500000 Penalty: 3205.890625
	Iteration 25Q: 3 clusters Score -2446654 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2446773.000000 Penalty: 3205.890625
	Iteration 26Q: 3 clusters Score -2446773 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2446867.750000 Penalty: 3205.890625
	Iteration 27Q: 3 clusters Score -2446868 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2446946.250000 Penalty: 3205.890625
	Iteration 28Q: 3 clusters Score -2446946 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2447013.000000 Penalty: 3205.890625
	Iteration 29Q: 3 clusters Score -2447013 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2447079.750000 Penalty: 3205.890625
	Iteration 30Q: 3 clusters Score -2447080 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2447100.750000 Penalty: 3205.890625
	Iteration 31Q: 3 clusters Score -2447101 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2447129.500000 Penalty: 3205.890625
	Iteration 32Q: 3 clusters Score -2447130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2447153.250000 Penalty: 3205.890625
	Iteration 33Q: 3 clusters Score -2447153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2447160.000000 Penalty: 3205.890625
	Iteration 34Q: 3 clusters Score -2447160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2447177.250000 Penalty: 3205.890625
	Iteration 35Q: 3 clusters Score -2447177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2447185.000000 Penalty: 3205.890625
	Iteration 36Q: 3 clusters Score -2447185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2447184.750000 Penalty: 3205.890625
	Iteration 37Q: 3 clusters Score -2447185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2447188.750000 Penalty: 3205.890625
	Iteration 38Q: 3 clusters Score -2447189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2447183.250000 Penalty: 3205.890625
	Iteration 39Q: 3 clusters Score -2447183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2447187.250000 Penalty: 3205.890625
	Iteration 40F: 3 clusters Score -2447187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2447196.750000 Penalty: 3205.890625
	Iteration 41Q: 3 clusters Score -2447197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2447196.000000 Penalty: 3205.890625
	Iteration 42Q: 3 clusters Score -2447196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2447197.000000 Penalty: 3205.890625
	Iteration 43Q: 3 clusters Score -2447197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2447204.750000 Penalty: 3205.890625
	Iteration 44Q: 3 clusters Score -2447205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2447207.000000 Penalty: 3205.890625
	Iteration 45Q: 3 clusters Score -2447207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2447209.000000 Penalty: 3205.890625
	Iteration 46Q: 3 clusters Score -2447209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2447205.250000 Penalty: 3205.890625
	Iteration 47Q: 3 clusters Score -2447205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2447202.750000 Penalty: 3205.890625
	Iteration 48Q: 3 clusters Score -2447203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2447204.000000 Penalty: 3205.890625
	Iteration 49Q: 3 clusters Score -2447204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2447203.250000 Penalty: 3205.890625
	Iteration 50Q: 3 clusters Score -2447203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2447206.500000 Penalty: 3205.890625
	Iteration 51Q: 3 clusters Score -2447206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2447206.750000 Penalty: 3205.890625
	Iteration 52Q: 3 clusters Score -2447207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2447210.250000 Penalty: 3205.890625
	Iteration 53Q: 3 clusters Score -2447210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2447206.000000 Penalty: 3205.890625
	Iteration 54Q: 3 clusters Score -2447206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2447204.750000 Penalty: 3205.890625
	Iteration 55Q: 3 clusters Score -2447205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2447200.750000 Penalty: 3205.890625
	Iteration 56Q: 3 clusters Score -2447201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2447201.000000 Penalty: 3205.890625
	Iteration 57Q: 3 clusters Score -2447201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2447202.250000 Penalty: 3205.890625
	Iteration 58Q: 3 clusters Score -2447202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2447203.000000 Penalty: 3205.890625
	Iteration 59Q: 3 clusters Score -2447203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2447197.750000 Penalty: 3205.890625
	Iteration 60F: 3 clusters Score -2447198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2447205.750000 Penalty: 3205.890625
	Iteration 61Q: 3 clusters Score -2447206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2447213.000000 Penalty: 3205.890625
	Iteration 62Q: 3 clusters Score -2447213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2447217.750000 Penalty: 3205.890625
	Iteration 63Q: 3 clusters Score -2447218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2447211.750000 Penalty: 3205.890625
	Iteration 64Q: 3 clusters Score -2447212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2447210.250000 Penalty: 3205.890625
	Iteration 65Q: 3 clusters Score -2447210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2447217.750000 Penalty: 3205.890625
	Iteration 66Q: 3 clusters Score -2447218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2447221.250000 Penalty: 3205.890625
	Iteration 67Q: 3 clusters Score -2447221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2447222.250000 Penalty: 3205.890625
	Iteration 68Q: 3 clusters Score -2447222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2447224.500000 Penalty: 3205.890625
	Iteration 69Q: 3 clusters Score -2447224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2447222.500000 Penalty: 3205.890625
	Iteration 70Q: 3 clusters Score -2447222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2447230.250000 Penalty: 3205.890625
	Iteration 71Q: 3 clusters Score -2447230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2447234.250000 Penalty: 3205.890625
	Iteration 72Q: 3 clusters Score -2447234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2447238.000000 Penalty: 3205.890625
	Iteration 73Q: 3 clusters Score -2447238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2447235.250000 Penalty: 3205.890625
	Iteration 74Q: 3 clusters Score -2447235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2447236.500000 Penalty: 3205.890625
	Iteration 75Q: 3 clusters Score -2447236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2447235.000000 Penalty: 3205.890625
	Iteration 76Q: 3 clusters Score -2447235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2447227.000000 Penalty: 3205.890625
	Iteration 77Q: 3 clusters Score -2447227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2447228.750000 Penalty: 3205.890625
	Iteration 78Q: 3 clusters Score -2447229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2447230.250000 Penalty: 3205.890625
	Iteration 79Q: 3 clusters Score -2447230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2447231.000000 Penalty: 3205.890625
	Iteration 80F: 3 clusters Score -2447231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2447230.500000 Penalty: 3205.890625
	Iteration 81Q: 3 clusters Score -2447230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2447235.500000 Penalty: 3205.890625
	Iteration 82Q: 3 clusters Score -2447236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2447241.500000 Penalty: 3205.890625
	Iteration 83Q: 3 clusters Score -2447242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2447240.750000 Penalty: 3205.890625
	Iteration 84Q: 3 clusters Score -2447241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2447243.750000 Penalty: 3205.890625
	Iteration 85Q: 3 clusters Score -2447244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2447238.000000 Penalty: 3205.890625
	Iteration 86Q: 3 clusters Score -2447238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2447237.750000 Penalty: 3205.890625
	Iteration 87Q: 3 clusters Score -2447238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2447239.250000 Penalty: 3205.890625
	Iteration 88Q: 3 clusters Score -2447239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2447249.250000 Penalty: 3205.890625
	Iteration 89Q: 3 clusters Score -2447249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2447252.250000 Penalty: 3205.890625
	Iteration 90Q: 3 clusters Score -2447252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2447252.250000 Penalty: 3205.890625
	Iteration 91Q: 3 clusters Score -2447252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2447249.000000 Penalty: 3205.890625
	Iteration 92Q: 3 clusters Score -2447249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2447251.750000 Penalty: 3205.890625
	Iteration 93Q: 3 clusters Score -2447252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2447249.750000 Penalty: 3205.890625
	Iteration 94Q: 3 clusters Score -2447250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2447248.000000 Penalty: 3205.890625
	Iteration 95Q: 3 clusters Score -2447248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2447251.750000 Penalty: 3205.890625
	Iteration 96Q: 3 clusters Score -2447252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2447253.500000 Penalty: 3205.890625
	Iteration 97Q: 3 clusters Score -2447254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2447250.750000 Penalty: 3205.890625
	Iteration 98Q: 3 clusters Score -2447251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2447247.000000 Penalty: 3205.890625
	Iteration 99Q: 3 clusters Score -2447247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2447252.000000 Penalty: 3205.890625
	Iteration 100F: 3 clusters Score -2447252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2447254.750000 Penalty: 3205.890625
	Iteration 101Q: 3 clusters Score -2447255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2447253.000000 Penalty: 3205.890625
	Iteration 102Q: 3 clusters Score -2447253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2447253.750000 Penalty: 3205.890625
	Iteration 103Q: 3 clusters Score -2447254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2447249.500000 Penalty: 3205.890625
	Iteration 104Q: 3 clusters Score -2447250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2447258.000000 Penalty: 3205.890625
	Iteration 105Q: 3 clusters Score -2447258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2447260.250000 Penalty: 3205.890625
	Iteration 106Q: 3 clusters Score -2447260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2447258.500000 Penalty: 3205.890625
	Iteration 107Q: 3 clusters Score -2447258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2447259.750000 Penalty: 3205.890625
	Iteration 108Q: 3 clusters Score -2447260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2447261.750000 Penalty: 3205.890625
	Iteration 109Q: 3 clusters Score -2447262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2447260.000000 Penalty: 3205.890625
	Iteration 110Q: 3 clusters Score -2447260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2447259.250000 Penalty: 3205.890625
	Iteration 111Q: 3 clusters Score -2447259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2447258.500000 Penalty: 3205.890625
	Iteration 112Q: 3 clusters Score -2447258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2447258.500000 Penalty: 3205.890625
	Iteration 113F: 3 clusters Score -2447258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (125832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Entering Unmasked Estep 
Score: -15925245.000000 Penalty: 1908.189331
	Iteration 0F: 2 clusters Score -1.592524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -15847902.000000 Penalty: 3816.378662
	Iteration 0F: 3 clusters Score -1.58479e+07 nChanged 60407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -15883128.000000 Penalty: 3816.378662
	Iteration 1F: 3 clusters Score -1.588313e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -15883893.000000 Penalty: 3816.378662
	Iteration 2Q: 3 clusters Score -1.588389e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -15885076.000000 Penalty: 3816.378662
	Iteration 3Q: 3 clusters Score -1.588508e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -15887029.000000 Penalty: 3816.378662
	Iteration 4Q: 3 clusters Score -1.588703e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -15890420.000000 Penalty: 3816.378662
	Iteration 5F: 3 clusters Score -1.589042e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -15896511.000000 Penalty: 3816.378662
	Iteration 6F: 3 clusters Score -1.589651e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -15905588.000000 Penalty: 3816.378662
	Iteration 7F: 3 clusters Score -1.590559e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 111001 members 
Entering Unmasked Estep 
Score: -15914752.000000 Penalty: 3816.378662
	Iteration 8F: 3 clusters Score -1.591475e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -15920054.000000 Penalty: 3816.378662
	Iteration 9F: 3 clusters Score -1.592005e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 122936 members 
Entering Unmasked Estep 
Score: -15922329.000000 Penalty: 3816.378662
	Iteration 10Q: 3 clusters Score -1.592233e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -15923175.000000 Penalty: 3816.378662
	Iteration 11Q: 3 clusters Score -1.592318e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -15923492.000000 Penalty: 3816.378662
	Iteration 12Q: 3 clusters Score -1.592349e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -15923615.000000 Penalty: 3816.378662
	Iteration 13Q: 3 clusters Score -1.592362e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -15923628.000000 Penalty: 3816.378662
	Iteration 14Q: 3 clusters Score -1.592363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 125571 members 
Entering Unmasked Estep 
Score: -15923636.000000 Penalty: 3816.378662
	Iteration 15Q: 3 clusters Score -1.592364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -15923663.000000 Penalty: 3816.378662
	Iteration 16Q: 3 clusters Score -1.592366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -15923676.000000 Penalty: 3816.378662
	Iteration 17Q: 3 clusters Score -1.592368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125602 members 
Entering Unmasked Estep 
Score: -15923679.000000 Penalty: 3816.378662
	Iteration 18Q: 3 clusters Score -1.592368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 125606 members 
Entering Unmasked Estep 
Score: -15923673.000000 Penalty: 3816.378662
	Iteration 19Q: 3 clusters Score -1.592367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -15923668.000000 Penalty: 3816.378662
	Iteration 20F: 3 clusters Score -1.592367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -15923668.000000 Penalty: 3816.378662
	Iteration 21Q: 3 clusters Score -1.592367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -15923668.000000 Penalty: 3816.378662
	Iteration 22F: 3 clusters Score -1.592367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Entering Unmasked Estep 
Score: -2658825.250000 Penalty: 1618.463135
	Iteration 0F: 2 clusters Score -2658825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2644369.000000 Penalty: 3236.926270
	Iteration 0F: 3 clusters Score -2644369 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2649624.000000 Penalty: 3236.926270
	Iteration 1F: 3 clusters Score -2649624 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2649940.500000 Penalty: 3236.926270
	Iteration 2Q: 3 clusters Score -2649940 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2650218.750000 Penalty: 3236.926270
	Iteration 3Q: 3 clusters Score -2650219 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2650510.750000 Penalty: 3236.926270
	Iteration 4Q: 3 clusters Score -2650511 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2650773.750000 Penalty: 3236.926270
	Iteration 5Q: 3 clusters Score -2650774 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2651061.750000 Penalty: 3236.926270
	Iteration 6Q: 3 clusters Score -2651062 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2651358.000000 Penalty: 3236.926270
	Iteration 7Q: 3 clusters Score -2651358 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2651750.750000 Penalty: 3236.926270
	Iteration 8Q: 3 clusters Score -2651751 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2652313.000000 Penalty: 3236.926270
	Iteration 9Q: 3 clusters Score -2652313 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2653040.000000 Penalty: 3236.926270
	Iteration 10Q: 3 clusters Score -2653040 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2653685.750000 Penalty: 3236.926270
	Iteration 11Q: 3 clusters Score -2653686 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2654097.250000 Penalty: 3236.926270
	Iteration 12Q: 3 clusters Score -2654097 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2654281.000000 Penalty: 3236.926270
	Iteration 13Q: 3 clusters Score -2654281 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2654396.000000 Penalty: 3236.926270
	Iteration 14Q: 3 clusters Score -2654396 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2654498.750000 Penalty: 3236.926270
	Iteration 15Q: 3 clusters Score -2654499 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2654595.750000 Penalty: 3236.926270
	Iteration 16Q: 3 clusters Score -2654596 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2654703.000000 Penalty: 3236.926270
	Iteration 17Q: 3 clusters Score -2654703 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2654838.000000 Penalty: 3236.926270
	Iteration 18Q: 3 clusters Score -2654838 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2654984.000000 Penalty: 3236.926270
	Iteration 19Q: 3 clusters Score -2654984 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2655151.000000 Penalty: 3236.926270
	Iteration 20F: 3 clusters Score -2655151 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2655328.500000 Penalty: 3236.926270
	Iteration 21Q: 3 clusters Score -2655328 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2655472.750000 Penalty: 3236.926270
	Iteration 22Q: 3 clusters Score -2655473 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2655614.250000 Penalty: 3236.926270
	Iteration 23Q: 3 clusters Score -2655614 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2655747.250000 Penalty: 3236.926270
	Iteration 24Q: 3 clusters Score -2655747 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2655887.250000 Penalty: 3236.926270
	Iteration 25Q: 3 clusters Score -2655887 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2656008.000000 Penalty: 3236.926270
	Iteration 26Q: 3 clusters Score -2656008 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2656134.250000 Penalty: 3236.926270
	Iteration 27Q: 3 clusters Score -2656134 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2656248.250000 Penalty: 3236.926270
	Iteration 28Q: 3 clusters Score -2656248 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2656348.500000 Penalty: 3236.926270
	Iteration 29Q: 3 clusters Score -2656348 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2656428.500000 Penalty: 3236.926270
	Iteration 30Q: 3 clusters Score -2656428 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2656501.250000 Penalty: 3236.926270
	Iteration 31Q: 3 clusters Score -2656501 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2656560.750000 Penalty: 3236.926270
	Iteration 32Q: 3 clusters Score -2656561 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2656617.500000 Penalty: 3236.926270
	Iteration 33Q: 3 clusters Score -2656618 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2656664.500000 Penalty: 3236.926270
	Iteration 34Q: 3 clusters Score -2656664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2656700.750000 Penalty: 3236.926270
	Iteration 35Q: 3 clusters Score -2656701 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2656750.500000 Penalty: 3236.926270
	Iteration 36Q: 3 clusters Score -2656750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2656792.000000 Penalty: 3236.926270
	Iteration 37Q: 3 clusters Score -2656792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2656818.000000 Penalty: 3236.926270
	Iteration 38Q: 3 clusters Score -2656818 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2656862.750000 Penalty: 3236.926270
	Iteration 39Q: 3 clusters Score -2656863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2656893.500000 Penalty: 3236.926270
	Iteration 40F: 3 clusters Score -2656894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2656924.250000 Penalty: 3236.926270
	Iteration 41Q: 3 clusters Score -2656924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2656970.250000 Penalty: 3236.926270
	Iteration 42Q: 3 clusters Score -2656970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2657005.750000 Penalty: 3236.926270
	Iteration 43Q: 3 clusters Score -2657006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2657022.500000 Penalty: 3236.926270
	Iteration 44Q: 3 clusters Score -2657022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2657038.500000 Penalty: 3236.926270
	Iteration 45Q: 3 clusters Score -2657038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2657059.750000 Penalty: 3236.926270
	Iteration 46Q: 3 clusters Score -2657060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2657078.500000 Penalty: 3236.926270
	Iteration 47Q: 3 clusters Score -2657078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2657093.500000 Penalty: 3236.926270
	Iteration 48Q: 3 clusters Score -2657094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2657109.500000 Penalty: 3236.926270
	Iteration 49Q: 3 clusters Score -2657110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2657123.500000 Penalty: 3236.926270
	Iteration 50Q: 3 clusters Score -2657124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2657136.500000 Penalty: 3236.926270
	Iteration 51Q: 3 clusters Score -2657136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2657156.500000 Penalty: 3236.926270
	Iteration 52Q: 3 clusters Score -2657156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2657167.250000 Penalty: 3236.926270
	Iteration 53Q: 3 clusters Score -2657167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2657179.000000 Penalty: 3236.926270
	Iteration 54Q: 3 clusters Score -2657179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2657188.750000 Penalty: 3236.926270
	Iteration 55Q: 3 clusters Score -2657189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2657206.500000 Penalty: 3236.926270
	Iteration 56Q: 3 clusters Score -2657206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2657216.500000 Penalty: 3236.926270
	Iteration 57Q: 3 clusters Score -2657216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2657234.250000 Penalty: 3236.926270
	Iteration 58Q: 3 clusters Score -2657234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2657244.000000 Penalty: 3236.926270
	Iteration 59Q: 3 clusters Score -2657244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2657254.750000 Penalty: 3236.926270
	Iteration 60F: 3 clusters Score -2657255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2657273.500000 Penalty: 3236.926270
	Iteration 61Q: 3 clusters Score -2657274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2657280.750000 Penalty: 3236.926270
	Iteration 62Q: 3 clusters Score -2657281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2657294.750000 Penalty: 3236.926270
	Iteration 63Q: 3 clusters Score -2657295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2657304.000000 Penalty: 3236.926270
	Iteration 64Q: 3 clusters Score -2657304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2657311.000000 Penalty: 3236.926270
	Iteration 65Q: 3 clusters Score -2657311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2657316.500000 Penalty: 3236.926270
	Iteration 66Q: 3 clusters Score -2657316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2657321.000000 Penalty: 3236.926270
	Iteration 67Q: 3 clusters Score -2657321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2657317.750000 Penalty: 3236.926270
	Iteration 68Q: 3 clusters Score -2657318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2657327.250000 Penalty: 3236.926270
	Iteration 69Q: 3 clusters Score -2657327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2657332.500000 Penalty: 3236.926270
	Iteration 70Q: 3 clusters Score -2657332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2657333.500000 Penalty: 3236.926270
	Iteration 71Q: 3 clusters Score -2657334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2657332.250000 Penalty: 3236.926270
	Iteration 72Q: 3 clusters Score -2657332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2657335.750000 Penalty: 3236.926270
	Iteration 73Q: 3 clusters Score -2657336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2657338.000000 Penalty: 3236.926270
	Iteration 74Q: 3 clusters Score -2657338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2657337.000000 Penalty: 3236.926270
	Iteration 75Q: 3 clusters Score -2657337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2657336.500000 Penalty: 3236.926270
	Iteration 76Q: 3 clusters Score -2657336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2657334.500000 Penalty: 3236.926270
	Iteration 77Q: 3 clusters Score -2657334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2657336.000000 Penalty: 3236.926270
	Iteration 78Q: 3 clusters Score -2657336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2657343.500000 Penalty: 3236.926270
	Iteration 79Q: 3 clusters Score -2657344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2657341.750000 Penalty: 3236.926270
	Iteration 80F: 3 clusters Score -2657342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2657349.750000 Penalty: 3236.926270
	Iteration 81Q: 3 clusters Score -2657350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2657351.000000 Penalty: 3236.926270
	Iteration 82Q: 3 clusters Score -2657351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2657353.750000 Penalty: 3236.926270
	Iteration 83Q: 3 clusters Score -2657354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2657356.250000 Penalty: 3236.926270
	Iteration 84Q: 3 clusters Score -2657356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2657356.250000 Penalty: 3236.926270
	Iteration 85Q: 3 clusters Score -2657356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2657362.250000 Penalty: 3236.926270
	Iteration 86Q: 3 clusters Score -2657362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2657369.000000 Penalty: 3236.926270
	Iteration 87Q: 3 clusters Score -2657369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2657370.750000 Penalty: 3236.926270
	Iteration 88Q: 3 clusters Score -2657371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2657371.250000 Penalty: 3236.926270
	Iteration 89Q: 3 clusters Score -2657371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2657370.500000 Penalty: 3236.926270
	Iteration 90Q: 3 clusters Score -2657370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2657373.000000 Penalty: 3236.926270
	Iteration 91Q: 3 clusters Score -2657373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2657376.000000 Penalty: 3236.926270
	Iteration 92Q: 3 clusters Score -2657376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2657380.500000 Penalty: 3236.926270
	Iteration 93Q: 3 clusters Score -2657380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2657379.750000 Penalty: 3236.926270
	Iteration 94Q: 3 clusters Score -2657380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2657379.750000 Penalty: 3236.926270
	Iteration 95F: 3 clusters Score -2657380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -61437.609375 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -61437.61 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 316 members 
Entering Unmasked Estep 
Score: -60335.726562 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -60335.73 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60689.824219 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -60689.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60846.027344 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -60846.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61002.570312 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -61002.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61062.660156 Penalty: 2075.735840
	Iteration 4F: 3 clusters Score -61062.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61102.835938 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -61102.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61120.910156 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -61120.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61132.089844 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -61132.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61138.992188 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -61138.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61144.046875 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -61144.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61147.484375 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -61147.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61153.210938 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -61153.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61153.210938 Penalty: 2075.735840
	Iteration 12F: 3 clusters Score -61153.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -339299.968750 Penalty: 1290.344849
	Iteration 0F: 2 clusters Score -339300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -336772.906250 Penalty: 2580.689697
	Iteration 0F: 3 clusters Score -336772.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -337495.093750 Penalty: 2580.689697
	Iteration 1F: 3 clusters Score -337495.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -337689.156250 Penalty: 2580.689697
	Iteration 2F: 3 clusters Score -337689.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -337879.687500 Penalty: 2580.689697
	Iteration 3F: 3 clusters Score -337879.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -338109.937500 Penalty: 2580.689697
	Iteration 4F: 3 clusters Score -338109.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338369.093750 Penalty: 2580.689697
	Iteration 5F: 3 clusters Score -338369.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338570.500000 Penalty: 2580.689697
	Iteration 6F: 3 clusters Score -338570.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -338723.500000 Penalty: 2580.689697
	Iteration 7Q: 3 clusters Score -338723.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -338819.875000 Penalty: 2580.689697
	Iteration 8Q: 3 clusters Score -338819.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -338894.718750 Penalty: 2580.689697
	Iteration 9Q: 3 clusters Score -338894.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -338940.000000 Penalty: 2580.689697
	Iteration 10Q: 3 clusters Score -338940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -338964.031250 Penalty: 2580.689697
	Iteration 11Q: 3 clusters Score -338964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -338976.312500 Penalty: 2580.689697
	Iteration 12Q: 3 clusters Score -338976.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -338986.062500 Penalty: 2580.689697
	Iteration 13Q: 3 clusters Score -338986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -338992.687500 Penalty: 2580.689697
	Iteration 14Q: 3 clusters Score -338992.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -338999.625000 Penalty: 2580.689697
	Iteration 15Q: 3 clusters Score -338999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -339003.406250 Penalty: 2580.689697
	Iteration 16Q: 3 clusters Score -339003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -339004.125000 Penalty: 2580.689697
	Iteration 17Q: 3 clusters Score -339004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -339004.343750 Penalty: 2580.689697
	Iteration 18Q: 3 clusters Score -339004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -339005.468750 Penalty: 2580.689697
	Iteration 19Q: 3 clusters Score -339005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -339005.406250 Penalty: 2580.689697
	Iteration 20F: 3 clusters Score -339005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -339005.687500 Penalty: 2580.689697
	Iteration 21Q: 3 clusters Score -339005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -339005.687500 Penalty: 2580.689697
	Iteration 22F: 3 clusters Score -339005.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (85486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Entering Unmasked Estep 
Score: -10650455.000000 Penalty: 1845.367554
	Iteration 0F: 2 clusters Score -1.065046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -10593713.000000 Penalty: 3690.735107
	Iteration 0F: 3 clusters Score -1.059371e+07 nChanged 40669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -10617832.000000 Penalty: 3690.735107
	Iteration 1F: 3 clusters Score -1.061783e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -10618793.000000 Penalty: 3690.735107
	Iteration 2Q: 3 clusters Score -1.061879e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -10619901.000000 Penalty: 3690.735107
	Iteration 3Q: 3 clusters Score -1.06199e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -10621313.000000 Penalty: 3690.735107
	Iteration 4Q: 3 clusters Score -1.062131e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -10622822.000000 Penalty: 3690.735107
	Iteration 5Q: 3 clusters Score -1.062282e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -10624244.000000 Penalty: 3690.735107
	Iteration 6Q: 3 clusters Score -1.062424e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -10625717.000000 Penalty: 3690.735107
	Iteration 7Q: 3 clusters Score -1.062572e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -10627344.000000 Penalty: 3690.735107
	Iteration 8Q: 3 clusters Score -1.062734e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -10629083.000000 Penalty: 3690.735107
	Iteration 9Q: 3 clusters Score -1.062908e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -10631243.000000 Penalty: 3690.735107
	Iteration 10Q: 3 clusters Score -1.063124e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -10633631.000000 Penalty: 3690.735107
	Iteration 11Q: 3 clusters Score -1.063363e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -10635992.000000 Penalty: 3690.735107
	Iteration 12Q: 3 clusters Score -1.063599e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -10637674.000000 Penalty: 3690.735107
	Iteration 13Q: 3 clusters Score -1.063767e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -10638726.000000 Penalty: 3690.735107
	Iteration 14Q: 3 clusters Score -1.063873e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -10639624.000000 Penalty: 3690.735107
	Iteration 15Q: 3 clusters Score -1.063962e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -10640453.000000 Penalty: 3690.735107
	Iteration 16Q: 3 clusters Score -1.064045e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -10641282.000000 Penalty: 3690.735107
	Iteration 17Q: 3 clusters Score -1.064128e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -10642114.000000 Penalty: 3690.735107
	Iteration 18Q: 3 clusters Score -1.064211e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -10642900.000000 Penalty: 3690.735107
	Iteration 19Q: 3 clusters Score -1.06429e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -10643566.000000 Penalty: 3690.735107
	Iteration 20F: 3 clusters Score -1.064357e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10644210.000000 Penalty: 3690.735107
	Iteration 21Q: 3 clusters Score -1.064421e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -10644631.000000 Penalty: 3690.735107
	Iteration 22Q: 3 clusters Score -1.064463e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -10644932.000000 Penalty: 3690.735107
	Iteration 23Q: 3 clusters Score -1.064493e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -10645175.000000 Penalty: 3690.735107
	Iteration 24Q: 3 clusters Score -1.064518e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -10645423.000000 Penalty: 3690.735107
	Iteration 25Q: 3 clusters Score -1.064542e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -10645578.000000 Penalty: 3690.735107
	Iteration 26Q: 3 clusters Score -1.064558e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -10645670.000000 Penalty: 3690.735107
	Iteration 27Q: 3 clusters Score -1.064567e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -10645750.000000 Penalty: 3690.735107
	Iteration 28Q: 3 clusters Score -1.064575e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -10645814.000000 Penalty: 3690.735107
	Iteration 29Q: 3 clusters Score -1.064581e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -10645859.000000 Penalty: 3690.735107
	Iteration 30Q: 3 clusters Score -1.064586e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -10645899.000000 Penalty: 3690.735107
	Iteration 31Q: 3 clusters Score -1.06459e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -10645933.000000 Penalty: 3690.735107
	Iteration 32Q: 3 clusters Score -1.064593e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -10645936.000000 Penalty: 3690.735107
	Iteration 33Q: 3 clusters Score -1.064594e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -10645962.000000 Penalty: 3690.735107
	Iteration 34Q: 3 clusters Score -1.064596e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -10645966.000000 Penalty: 3690.735107
	Iteration 35Q: 3 clusters Score -1.064597e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -10645987.000000 Penalty: 3690.735107
	Iteration 36Q: 3 clusters Score -1.064599e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -10646031.000000 Penalty: 3690.735107
	Iteration 37Q: 3 clusters Score -1.064603e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -10646070.000000 Penalty: 3690.735107
	Iteration 38Q: 3 clusters Score -1.064607e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -10646075.000000 Penalty: 3690.735107
	Iteration 39Q: 3 clusters Score -1.064608e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -10646098.000000 Penalty: 3690.735107
	Iteration 40F: 3 clusters Score -1.06461e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -10646120.000000 Penalty: 3690.735107
	Iteration 41Q: 3 clusters Score -1.064612e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -10646135.000000 Penalty: 3690.735107
	Iteration 42Q: 3 clusters Score -1.064614e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -10646150.000000 Penalty: 3690.735107
	Iteration 43Q: 3 clusters Score -1.064615e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -10646137.000000 Penalty: 3690.735107
	Iteration 44Q: 3 clusters Score -1.064614e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -10646126.000000 Penalty: 3690.735107
	Iteration 45Q: 3 clusters Score -1.064613e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -10646141.000000 Penalty: 3690.735107
	Iteration 46Q: 3 clusters Score -1.064614e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -10646152.000000 Penalty: 3690.735107
	Iteration 47Q: 3 clusters Score -1.064615e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -10646190.000000 Penalty: 3690.735107
	Iteration 48Q: 3 clusters Score -1.064619e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -10646233.000000 Penalty: 3690.735107
	Iteration 49Q: 3 clusters Score -1.064623e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -10646273.000000 Penalty: 3690.735107
	Iteration 50Q: 3 clusters Score -1.064627e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -10646345.000000 Penalty: 3690.735107
	Iteration 51Q: 3 clusters Score -1.064634e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -10646331.000000 Penalty: 3690.735107
	Iteration 52Q: 3 clusters Score -1.064633e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -10646339.000000 Penalty: 3690.735107
	Iteration 53Q: 3 clusters Score -1.064634e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -10646363.000000 Penalty: 3690.735107
	Iteration 54Q: 3 clusters Score -1.064636e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -10646367.000000 Penalty: 3690.735107
	Iteration 55Q: 3 clusters Score -1.064637e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -10646390.000000 Penalty: 3690.735107
	Iteration 56Q: 3 clusters Score -1.064639e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -10646413.000000 Penalty: 3690.735107
	Iteration 57Q: 3 clusters Score -1.064641e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -10646424.000000 Penalty: 3690.735107
	Iteration 58Q: 3 clusters Score -1.064642e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -10646443.000000 Penalty: 3690.735107
	Iteration 59Q: 3 clusters Score -1.064644e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -10646450.000000 Penalty: 3690.735107
	Iteration 60F: 3 clusters Score -1.064645e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -10646491.000000 Penalty: 3690.735107
	Iteration 61Q: 3 clusters Score -1.064649e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -10646504.000000 Penalty: 3690.735107
	Iteration 62Q: 3 clusters Score -1.06465e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -10646539.000000 Penalty: 3690.735107
	Iteration 63Q: 3 clusters Score -1.064654e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -10646570.000000 Penalty: 3690.735107
	Iteration 64Q: 3 clusters Score -1.064657e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -10646577.000000 Penalty: 3690.735107
	Iteration 65Q: 3 clusters Score -1.064658e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -10646591.000000 Penalty: 3690.735107
	Iteration 66Q: 3 clusters Score -1.064659e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -10646591.000000 Penalty: 3690.735107
	Iteration 67Q: 3 clusters Score -1.064659e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -10646592.000000 Penalty: 3690.735107
	Iteration 68Q: 3 clusters Score -1.064659e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -10646607.000000 Penalty: 3690.735107
	Iteration 69Q: 3 clusters Score -1.064661e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -10646612.000000 Penalty: 3690.735107
	Iteration 70Q: 3 clusters Score -1.064661e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.064666e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.06467e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -10646694.000000 Penalty: 3690.735107
	Iteration 73Q: 3 clusters Score -1.064669e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.064669e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -10646716.000000 Penalty: 3690.735107
	Iteration 75Q: 3 clusters Score -1.064672e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -10646689.000000 Penalty: 3690.735107
	Iteration 76Q: 3 clusters Score -1.064669e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -10646726.000000 Penalty: 3690.735107
	Iteration 77Q: 3 clusters Score -1.064673e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -10646782.000000 Penalty: 3690.735107
	Iteration 78Q: 3 clusters Score -1.064678e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.064679e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -10646815.000000 Penalty: 3690.735107
	Iteration 80F: 3 clusters Score -1.064682e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.064681e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.064684e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.064689e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.064696e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.064697e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -10647001.000000 Penalty: 3690.735107
	Iteration 86Q: 3 clusters Score -1.0647e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.064703e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.064708e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -10647133.000000 Penalty: 3690.735107
	Iteration 89Q: 3 clusters Score -1.064713e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.064723e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -10647286.000000 Penalty: 3690.735107
	Iteration 91Q: 3 clusters Score -1.064729e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -10647352.000000 Penalty: 3690.735107
	Iteration 92Q: 3 clusters Score -1.064735e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.064742e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.06475e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.064755e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.064762e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.064769e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.064775e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.064784e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.064791e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.064801e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.064808e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -10648152.000000 Penalty: 3690.735107
	Iteration 103Q: 3 clusters Score -1.064815e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.064821e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.064829e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10648336.000000 Penalty: 3690.735107
	Iteration 106Q: 3 clusters Score -1.064834e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10648381.000000 Penalty: 3690.735107
	Iteration 107Q: 3 clusters Score -1.064838e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -10648429.000000 Penalty: 3690.735107
	Iteration 108Q: 3 clusters Score -1.064843e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10648464.000000 Penalty: 3690.735107
	Iteration 109Q: 3 clusters Score -1.064846e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10648524.000000 Penalty: 3690.735107
	Iteration 110Q: 3 clusters Score -1.064852e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10648558.000000 Penalty: 3690.735107
	Iteration 111Q: 3 clusters Score -1.064856e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.06486e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -10648621.000000 Penalty: 3690.735107
	Iteration 113Q: 3 clusters Score -1.064862e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10648645.000000 Penalty: 3690.735107
	Iteration 114Q: 3 clusters Score -1.064864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10648674.000000 Penalty: 3690.735107
	Iteration 115Q: 3 clusters Score -1.064867e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.064869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10648709.000000 Penalty: 3690.735107
	Iteration 117Q: 3 clusters Score -1.064871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10648719.000000 Penalty: 3690.735107
	Iteration 118Q: 3 clusters Score -1.064872e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10648733.000000 Penalty: 3690.735107
	Iteration 119Q: 3 clusters Score -1.064873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10648752.000000 Penalty: 3690.735107
	Iteration 120F: 3 clusters Score -1.064875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10648747.000000 Penalty: 3690.735107
	Iteration 121Q: 3 clusters Score -1.064875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10648778.000000 Penalty: 3690.735107
	Iteration 122Q: 3 clusters Score -1.064878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10648789.000000 Penalty: 3690.735107
	Iteration 123Q: 3 clusters Score -1.064879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10648780.000000 Penalty: 3690.735107
	Iteration 124Q: 3 clusters Score -1.064878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10648776.000000 Penalty: 3690.735107
	Iteration 125Q: 3 clusters Score -1.064878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.064879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.064879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.064879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.06488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.06488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.06488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10648812.000000 Penalty: 3690.735107
	Iteration 132Q: 3 clusters Score -1.064881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10648814.000000 Penalty: 3690.735107
	Iteration 133Q: 3 clusters Score -1.064881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10648822.000000 Penalty: 3690.735107
	Iteration 134Q: 3 clusters Score -1.064882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10648820.000000 Penalty: 3690.735107
	Iteration 135Q: 3 clusters Score -1.064882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10648821.000000 Penalty: 3690.735107
	Iteration 136Q: 3 clusters Score -1.064882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.064882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10648834.000000 Penalty: 3690.735107
	Iteration 138Q: 3 clusters Score -1.064883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10648828.000000 Penalty: 3690.735107
	Iteration 139Q: 3 clusters Score -1.064883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10648831.000000 Penalty: 3690.735107
	Iteration 140F: 3 clusters Score -1.064883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10648832.000000 Penalty: 3690.735107
	Iteration 141Q: 3 clusters Score -1.064883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10648831.000000 Penalty: 3690.735107
	Iteration 142Q: 3 clusters Score -1.064883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.064883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10648838.000000 Penalty: 3690.735107
	Iteration 144Q: 3 clusters Score -1.064884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10648842.000000 Penalty: 3690.735107
	Iteration 145Q: 3 clusters Score -1.064884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10648855.000000 Penalty: 3690.735107
	Iteration 146Q: 3 clusters Score -1.064886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10648853.000000 Penalty: 3690.735107
	Iteration 147Q: 3 clusters Score -1.064885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10648863.000000 Penalty: 3690.735107
	Iteration 148Q: 3 clusters Score -1.064886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10648852.000000 Penalty: 3690.735107
	Iteration 149Q: 3 clusters Score -1.064885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10648857.000000 Penalty: 3690.735107
	Iteration 150Q: 3 clusters Score -1.064886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84787 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10648868.000000 Penalty: 3690.735107
	Iteration 151Q: 3 clusters Score -1.064887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10648867.000000 Penalty: 3690.735107
	Iteration 152Q: 3 clusters Score -1.064887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10648878.000000 Penalty: 3690.735107
	Iteration 153Q: 3 clusters Score -1.064888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10648880.000000 Penalty: 3690.735107
	Iteration 154Q: 3 clusters Score -1.064888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10648886.000000 Penalty: 3690.735107
	Iteration 155Q: 3 clusters Score -1.064889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10648896.000000 Penalty: 3690.735107
	Iteration 156Q: 3 clusters Score -1.06489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10648888.000000 Penalty: 3690.735107
	Iteration 157Q: 3 clusters Score -1.064889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10648879.000000 Penalty: 3690.735107
	Iteration 158Q: 3 clusters Score -1.064888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10648883.000000 Penalty: 3690.735107
	Iteration 159Q: 3 clusters Score -1.064888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10648888.000000 Penalty: 3690.735107
	Iteration 160F: 3 clusters Score -1.064889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Entering Unmasked Estep 
Score: -1698798.625000 Penalty: 1549.594971
	Iteration 0F: 2 clusters Score -1698799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1689260.875000 Penalty: 3099.189941
	Iteration 0F: 3 clusters Score -1689261 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1692638.250000 Penalty: 3099.189941
	Iteration 1F: 3 clusters Score -1692638 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1693042.500000 Penalty: 3099.189941
	Iteration 2F: 3 clusters Score -1693042 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1693562.625000 Penalty: 3099.189941
	Iteration 3F: 3 clusters Score -1693563 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1694178.875000 Penalty: 3099.189941
	Iteration 4F: 3 clusters Score -1694179 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1694797.500000 Penalty: 3099.189941
	Iteration 5F: 3 clusters Score -1694798 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1695323.875000 Penalty: 3099.189941
	Iteration 6F: 3 clusters Score -1695324 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1695786.000000 Penalty: 3099.189941
	Iteration 7F: 3 clusters Score -1695786 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1696172.125000 Penalty: 3099.189941
	Iteration 8Q: 3 clusters Score -1696172 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1696514.125000 Penalty: 3099.189941
	Iteration 9Q: 3 clusters Score -1696514 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1696760.375000 Penalty: 3099.189941
	Iteration 10Q: 3 clusters Score -1696760 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1696959.375000 Penalty: 3099.189941
	Iteration 11Q: 3 clusters Score -1696959 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1697152.625000 Penalty: 3099.189941
	Iteration 12Q: 3 clusters Score -1697153 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1697310.750000 Penalty: 3099.189941
	Iteration 13Q: 3 clusters Score -1697311 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1697445.125000 Penalty: 3099.189941
	Iteration 14Q: 3 clusters Score -1697445 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1697544.875000 Penalty: 3099.189941
	Iteration 15Q: 3 clusters Score -1697545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1697591.750000 Penalty: 3099.189941
	Iteration 16Q: 3 clusters Score -1697592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1697630.875000 Penalty: 3099.189941
	Iteration 17Q: 3 clusters Score -1697631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1697646.375000 Penalty: 3099.189941
	Iteration 18Q: 3 clusters Score -1697646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1697664.000000 Penalty: 3099.189941
	Iteration 19Q: 3 clusters Score -1697664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1697670.125000 Penalty: 3099.189941
	Iteration 20F: 3 clusters Score -1697670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1697672.875000 Penalty: 3099.189941
	Iteration 21Q: 3 clusters Score -1697673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1697677.625000 Penalty: 3099.189941
	Iteration 22Q: 3 clusters Score -1697678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1697682.000000 Penalty: 3099.189941
	Iteration 23Q: 3 clusters Score -1697682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1697682.625000 Penalty: 3099.189941
	Iteration 24Q: 3 clusters Score -1697683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1697686.375000 Penalty: 3099.189941
	Iteration 25Q: 3 clusters Score -1697686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1697689.625000 Penalty: 3099.189941
	Iteration 26Q: 3 clusters Score -1697690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1697690.750000 Penalty: 3099.189941
	Iteration 27Q: 3 clusters Score -1697691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1697695.500000 Penalty: 3099.189941
	Iteration 28Q: 3 clusters Score -1697696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1697696.250000 Penalty: 3099.189941
	Iteration 29Q: 3 clusters Score -1697696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1697694.875000 Penalty: 3099.189941
	Iteration 30Q: 3 clusters Score -1697695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1697695.875000 Penalty: 3099.189941
	Iteration 31Q: 3 clusters Score -1697696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1697697.000000 Penalty: 3099.189941
	Iteration 32Q: 3 clusters Score -1697697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1697695.875000 Penalty: 3099.189941
	Iteration 33Q: 3 clusters Score -1697696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1697695.750000 Penalty: 3099.189941
	Iteration 34Q: 3 clusters Score -1697696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1697695.750000 Penalty: 3099.189941
	Iteration 35F: 3 clusters Score -1697696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -267581.156250 Penalty: 1252.470703
	Iteration 0F: 2 clusters Score -267581.2 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 1130 members 
Entering Unmasked Estep 
Score: -265398.125000 Penalty: 2504.941406
	Iteration 0F: 3 clusters Score -265398.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -265964.000000 Penalty: 2504.941406
	Iteration 1F: 3 clusters Score -265964 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -266175.281250 Penalty: 2504.941406
	Iteration 2F: 3 clusters Score -266175.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -266345.531250 Penalty: 2504.941406
	Iteration 3F: 3 clusters Score -266345.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -266545.250000 Penalty: 2504.941406
	Iteration 4F: 3 clusters Score -266545.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -266687.156250 Penalty: 2504.941406
	Iteration 5F: 3 clusters Score -266687.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -266777.187500 Penalty: 2504.941406
	Iteration 6Q: 3 clusters Score -266777.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -266841.125000 Penalty: 2504.941406
	Iteration 7Q: 3 clusters Score -266841.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -266905.437500 Penalty: 2504.941406
	Iteration 8Q: 3 clusters Score -266905.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -266963.406250 Penalty: 2504.941406
	Iteration 9Q: 3 clusters Score -266963.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -267003.562500 Penalty: 2504.941406
	Iteration 10Q: 3 clusters Score -267003.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -267028.500000 Penalty: 2504.941406
	Iteration 11Q: 3 clusters Score -267028.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -267052.125000 Penalty: 2504.941406
	Iteration 12Q: 3 clusters Score -267052.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -267074.781250 Penalty: 2504.941406
	Iteration 13Q: 3 clusters Score -267074.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -267083.125000 Penalty: 2504.941406
	Iteration 14Q: 3 clusters Score -267083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -267089.750000 Penalty: 2504.941406
	Iteration 15Q: 3 clusters Score -267089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -267092.250000 Penalty: 2504.941406
	Iteration 16Q: 3 clusters Score -267092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -267094.718750 Penalty: 2504.941406
	Iteration 17Q: 3 clusters Score -267094.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -267097.687500 Penalty: 2504.941406
	Iteration 18Q: 3 clusters Score -267097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -267098.218750 Penalty: 2504.941406
	Iteration 19Q: 3 clusters Score -267098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -267098.875000 Penalty: 2504.941406
	Iteration 20F: 3 clusters Score -267098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -74304.367188 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -74304.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73098.757812 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -73098.76 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73418.437500 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -73418.44 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73672.031250 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -73672.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74011.671875 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -74011.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74290.976562 Penalty: 2130.028320
	Iteration 4F: 3 clusters Score -74290.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74447.375000 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -74447.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74477.812500 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -74477.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74500.773438 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -74500.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74534.312500 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -74534.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74546.015625 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -74546.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74562.085938 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -74562.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74593.859375 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -74593.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74637.726562 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -74637.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74683.757812 Penalty: 2130.028320
	Iteration 13Q: 3 clusters Score -74683.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74701.843750 Penalty: 2130.028320
	Iteration 14Q: 3 clusters Score -74701.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74717.460938 Penalty: 2130.028320
	Iteration 15Q: 3 clusters Score -74717.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74725.859375 Penalty: 2130.028320
	Iteration 16Q: 3 clusters Score -74725.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74730.320312 Penalty: 2130.028320
	Iteration 17Q: 3 clusters Score -74730.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74733.593750 Penalty: 2130.028320
	Iteration 18Q: 3 clusters Score -74733.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74733.593750 Penalty: 2130.028320
	Iteration 19F: 3 clusters Score -74733.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33900 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31392 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113505 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 109317 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 125832 members 
Mstep: Class 16 contains 21158 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85486 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 39170 members 
Mstep: Class 24 contains 12281 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 1866 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83570 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33569 members 
Mstep: Class 34 contains 126846 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17681 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113349 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84772 members 
Mstep: Class 44 contains 262 members 
Entering Unmasked Estep 
Score: -141749216.000000 Penalty: 99821.273438
Splitting cluster 22 changes total score from -141750288.000000 to -141749216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (39170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Entering Unmasked Estep 
Score: -4797056.500000 Penalty: 1718.545776
	Iteration 0F: 2 clusters Score -4797056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4770790.500000 Penalty: 3437.091553
	Iteration 0F: 3 clusters Score -4770790 nChanged 18180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4781377.500000 Penalty: 3437.091553
	Iteration 1F: 3 clusters Score -4781378 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4782003.500000 Penalty: 3437.091553
	Iteration 2Q: 3 clusters Score -4782004 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4782637.500000 Penalty: 3437.091553
	Iteration 3Q: 3 clusters Score -4782638 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4783273.500000 Penalty: 3437.091553
	Iteration 4Q: 3 clusters Score -4783274 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -4783894.500000 Penalty: 3437.091553
	Iteration 5Q: 3 clusters Score -4783894 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4784445.500000 Penalty: 3437.091553
	Iteration 6Q: 3 clusters Score -4784446 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -4785083.500000 Penalty: 3437.091553
	Iteration 7Q: 3 clusters Score -4785084 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4785849.000000 Penalty: 3437.091553
	Iteration 8Q: 3 clusters Score -4785849 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -4786864.000000 Penalty: 3437.091553
	Iteration 9Q: 3 clusters Score -4786864 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4787995.500000 Penalty: 3437.091553
	Iteration 10Q: 3 clusters Score -4787996 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -4789169.000000 Penalty: 3437.091553
	Iteration 11Q: 3 clusters Score -4789169 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4790239.000000 Penalty: 3437.091553
	Iteration 12Q: 3 clusters Score -4790239 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4791214.500000 Penalty: 3437.091553
	Iteration 13Q: 3 clusters Score -4791214 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4792112.000000 Penalty: 3437.091553
	Iteration 14Q: 3 clusters Score -4792112 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4792915.000000 Penalty: 3437.091553
	Iteration 15Q: 3 clusters Score -4792915 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -4793562.000000 Penalty: 3437.091553
	Iteration 16Q: 3 clusters Score -4793562 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4794066.000000 Penalty: 3437.091553
	Iteration 17Q: 3 clusters Score -4794066 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4794473.000000 Penalty: 3437.091553
	Iteration 18Q: 3 clusters Score -4794473 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4794785.000000 Penalty: 3437.091553
	Iteration 19Q: 3 clusters Score -4794785 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4794987.500000 Penalty: 3437.091553
	Iteration 20F: 3 clusters Score -4794988 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4795152.500000 Penalty: 3437.091553
	Iteration 21Q: 3 clusters Score -4795152 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4795256.500000 Penalty: 3437.091553
	Iteration 22Q: 3 clusters Score -4795256 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4795350.000000 Penalty: 3437.091553
	Iteration 23Q: 3 clusters Score -4795350 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4795422.500000 Penalty: 3437.091553
	Iteration 24Q: 3 clusters Score -4795422 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -4795468.000000 Penalty: 3437.091553
	Iteration 25Q: 3 clusters Score -4795468 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -4795499.500000 Penalty: 3437.091553
	Iteration 26Q: 3 clusters Score -4795500 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4795542.500000 Penalty: 3437.091553
	Iteration 27Q: 3 clusters Score -4795542 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4795572.000000 Penalty: 3437.091553
	Iteration 28Q: 3 clusters Score -4795572 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4795619.000000 Penalty: 3437.091553
	Iteration 29Q: 3 clusters Score -4795619 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4795644.500000 Penalty: 3437.091553
	Iteration 30Q: 3 clusters Score -4795644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4795674.500000 Penalty: 3437.091553
	Iteration 31Q: 3 clusters Score -4795674 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4795692.000000 Penalty: 3437.091553
	Iteration 32Q: 3 clusters Score -4795692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4795711.500000 Penalty: 3437.091553
	Iteration 33Q: 3 clusters Score -4795712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4795736.000000 Penalty: 3437.091553
	Iteration 34Q: 3 clusters Score -4795736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4795737.500000 Penalty: 3437.091553
	Iteration 35Q: 3 clusters Score -4795738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4795747.000000 Penalty: 3437.091553
	Iteration 36Q: 3 clusters Score -4795747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -4795769.000000 Penalty: 3437.091553
	Iteration 37Q: 3 clusters Score -4795769 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4795771.000000 Penalty: 3437.091553
	Iteration 38Q: 3 clusters Score -4795771 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4795805.000000 Penalty: 3437.091553
	Iteration 39Q: 3 clusters Score -4795805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4795804.500000 Penalty: 3437.091553
	Iteration 40F: 3 clusters Score -4795804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4795799.000000 Penalty: 3437.091553
	Iteration 41Q: 3 clusters Score -4795799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4795800.000000 Penalty: 3437.091553
	Iteration 42Q: 3 clusters Score -4795800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4795806.000000 Penalty: 3437.091553
	Iteration 43Q: 3 clusters Score -4795806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4795807.500000 Penalty: 3437.091553
	Iteration 44Q: 3 clusters Score -4795808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4795814.500000 Penalty: 3437.091553
	Iteration 45Q: 3 clusters Score -4795814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4795824.500000 Penalty: 3437.091553
	Iteration 46Q: 3 clusters Score -4795824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4795824.000000 Penalty: 3437.091553
	Iteration 47Q: 3 clusters Score -4795824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4795828.500000 Penalty: 3437.091553
	Iteration 48Q: 3 clusters Score -4795828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4795832.000000 Penalty: 3437.091553
	Iteration 49Q: 3 clusters Score -4795832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4795834.500000 Penalty: 3437.091553
	Iteration 50Q: 3 clusters Score -4795834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4795835.000000 Penalty: 3437.091553
	Iteration 51Q: 3 clusters Score -4795835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4795842.000000 Penalty: 3437.091553
	Iteration 52Q: 3 clusters Score -4795842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4795844.500000 Penalty: 3437.091553
	Iteration 53Q: 3 clusters Score -4795844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4795843.500000 Penalty: 3437.091553
	Iteration 54Q: 3 clusters Score -4795844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4795840.000000 Penalty: 3437.091553
	Iteration 55Q: 3 clusters Score -4795840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4795841.500000 Penalty: 3437.091553
	Iteration 56Q: 3 clusters Score -4795842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4795849.000000 Penalty: 3437.091553
	Iteration 57Q: 3 clusters Score -4795849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4795853.500000 Penalty: 3437.091553
	Iteration 58Q: 3 clusters Score -4795854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4795851.500000 Penalty: 3437.091553
	Iteration 59Q: 3 clusters Score -4795852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4795859.000000 Penalty: 3437.091553
	Iteration 60F: 3 clusters Score -4795859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4795859.000000 Penalty: 3437.091553
	Iteration 61Q: 3 clusters Score -4795859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4795863.500000 Penalty: 3437.091553
	Iteration 62Q: 3 clusters Score -4795864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4795859.000000 Penalty: 3437.091553
	Iteration 63Q: 3 clusters Score -4795859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4795855.500000 Penalty: 3437.091553
	Iteration 64Q: 3 clusters Score -4795856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4795857.000000 Penalty: 3437.091553
	Iteration 65Q: 3 clusters Score -4795857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4795861.000000 Penalty: 3437.091553
	Iteration 66Q: 3 clusters Score -4795861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4795859.000000 Penalty: 3437.091553
	Iteration 67Q: 3 clusters Score -4795859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4795862.000000 Penalty: 3437.091553
	Iteration 68Q: 3 clusters Score -4795862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4795868.000000 Penalty: 3437.091553
	Iteration 69Q: 3 clusters Score -4795868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4795867.000000 Penalty: 3437.091553
	Iteration 70Q: 3 clusters Score -4795867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4795860.000000 Penalty: 3437.091553
	Iteration 71Q: 3 clusters Score -4795860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4795868.000000 Penalty: 3437.091553
	Iteration 72Q: 3 clusters Score -4795868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4795869.000000 Penalty: 3437.091553
	Iteration 73Q: 3 clusters Score -4795869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4795867.000000 Penalty: 3437.091553
	Iteration 74Q: 3 clusters Score -4795867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4795865.500000 Penalty: 3437.091553
	Iteration 75Q: 3 clusters Score -4795866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4795864.000000 Penalty: 3437.091553
	Iteration 76Q: 3 clusters Score -4795864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4795864.000000 Penalty: 3437.091553
	Iteration 77F: 3 clusters Score -4795864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Entering Unmasked Estep 
Score: -1422484.000000 Penalty: 1530.068970
	Iteration 0F: 2 clusters Score -1422484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1413838.750000 Penalty: 3060.137939
	Iteration 0F: 3 clusters Score -1413839 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1417023.625000 Penalty: 3060.137939
	Iteration 1F: 3 clusters Score -1417024 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1417577.625000 Penalty: 3060.137939
	Iteration 2F: 3 clusters Score -1417578 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1418005.000000 Penalty: 3060.137939
	Iteration 3F: 3 clusters Score -1418005 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1418299.875000 Penalty: 3060.137939
	Iteration 4F: 3 clusters Score -1418300 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1418526.500000 Penalty: 3060.137939
	Iteration 5Q: 3 clusters Score -1418526 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1418728.250000 Penalty: 3060.137939
	Iteration 6Q: 3 clusters Score -1418728 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1418899.125000 Penalty: 3060.137939
	Iteration 7Q: 3 clusters Score -1418899 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1419050.750000 Penalty: 3060.137939
	Iteration 8Q: 3 clusters Score -1419051 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1419184.750000 Penalty: 3060.137939
	Iteration 9Q: 3 clusters Score -1419185 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1419307.500000 Penalty: 3060.137939
	Iteration 10Q: 3 clusters Score -1419308 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1419396.250000 Penalty: 3060.137939
	Iteration 11Q: 3 clusters Score -1419396 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1419480.375000 Penalty: 3060.137939
	Iteration 12Q: 3 clusters Score -1419480 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1419557.000000 Penalty: 3060.137939
	Iteration 13Q: 3 clusters Score -1419557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1419618.375000 Penalty: 3060.137939
	Iteration 14Q: 3 clusters Score -1419618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1419679.500000 Penalty: 3060.137939
	Iteration 15Q: 3 clusters Score -1419680 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1419734.875000 Penalty: 3060.137939
	Iteration 16Q: 3 clusters Score -1419735 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1419790.500000 Penalty: 3060.137939
	Iteration 17Q: 3 clusters Score -1419790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1419835.125000 Penalty: 3060.137939
	Iteration 18Q: 3 clusters Score -1419835 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1419877.125000 Penalty: 3060.137939
	Iteration 19Q: 3 clusters Score -1419877 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1419917.000000 Penalty: 3060.137939
	Iteration 20F: 3 clusters Score -1419917 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1419960.375000 Penalty: 3060.137939
	Iteration 21Q: 3 clusters Score -1419960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1419995.500000 Penalty: 3060.137939
	Iteration 22Q: 3 clusters Score -1419996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1420027.000000 Penalty: 3060.137939
	Iteration 23Q: 3 clusters Score -1420027 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1420057.500000 Penalty: 3060.137939
	Iteration 24Q: 3 clusters Score -1420058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1420090.000000 Penalty: 3060.137939
	Iteration 25Q: 3 clusters Score -1420090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1420116.625000 Penalty: 3060.137939
	Iteration 26Q: 3 clusters Score -1420117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1420140.625000 Penalty: 3060.137939
	Iteration 27Q: 3 clusters Score -1420141 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1420173.500000 Penalty: 3060.137939
	Iteration 28Q: 3 clusters Score -1420174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1420199.125000 Penalty: 3060.137939
	Iteration 29Q: 3 clusters Score -1420199 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1420244.125000 Penalty: 3060.137939
	Iteration 30Q: 3 clusters Score -1420244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1420275.750000 Penalty: 3060.137939
	Iteration 31Q: 3 clusters Score -1420276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1420315.875000 Penalty: 3060.137939
	Iteration 32Q: 3 clusters Score -1420316 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1420355.625000 Penalty: 3060.137939
	Iteration 33Q: 3 clusters Score -1420356 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1420415.375000 Penalty: 3060.137939
	Iteration 34Q: 3 clusters Score -1420415 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1420489.125000 Penalty: 3060.137939
	Iteration 35Q: 3 clusters Score -1420489 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1420574.750000 Penalty: 3060.137939
	Iteration 36Q: 3 clusters Score -1420575 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1420670.125000 Penalty: 3060.137939
	Iteration 37Q: 3 clusters Score -1420670 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1420767.750000 Penalty: 3060.137939
	Iteration 38Q: 3 clusters Score -1420768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1420858.625000 Penalty: 3060.137939
	Iteration 39Q: 3 clusters Score -1420859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1420944.875000 Penalty: 3060.137939
	Iteration 40F: 3 clusters Score -1420945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1421044.750000 Penalty: 3060.137939
	Iteration 41Q: 3 clusters Score -1421045 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1421152.250000 Penalty: 3060.137939
	Iteration 42Q: 3 clusters Score -1421152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1421229.000000 Penalty: 3060.137939
	Iteration 43Q: 3 clusters Score -1421229 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1421296.750000 Penalty: 3060.137939
	Iteration 44Q: 3 clusters Score -1421297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1421374.125000 Penalty: 3060.137939
	Iteration 45Q: 3 clusters Score -1421374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1421435.000000 Penalty: 3060.137939
	Iteration 46Q: 3 clusters Score -1421435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1421483.875000 Penalty: 3060.137939
	Iteration 47Q: 3 clusters Score -1421484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1421521.375000 Penalty: 3060.137939
	Iteration 48Q: 3 clusters Score -1421521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1421547.875000 Penalty: 3060.137939
	Iteration 49Q: 3 clusters Score -1421548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1421577.125000 Penalty: 3060.137939
	Iteration 50Q: 3 clusters Score -1421577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1421600.625000 Penalty: 3060.137939
	Iteration 51Q: 3 clusters Score -1421601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1421610.625000 Penalty: 3060.137939
	Iteration 52Q: 3 clusters Score -1421611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1421615.750000 Penalty: 3060.137939
	Iteration 53Q: 3 clusters Score -1421616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1421614.375000 Penalty: 3060.137939
	Iteration 54Q: 3 clusters Score -1421614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1421616.500000 Penalty: 3060.137939
	Iteration 55Q: 3 clusters Score -1421616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1421618.125000 Penalty: 3060.137939
	Iteration 56Q: 3 clusters Score -1421618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1421623.500000 Penalty: 3060.137939
	Iteration 57Q: 3 clusters Score -1421624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1421629.875000 Penalty: 3060.137939
	Iteration 58Q: 3 clusters Score -1421630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1421634.000000 Penalty: 3060.137939
	Iteration 59Q: 3 clusters Score -1421634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1421635.500000 Penalty: 3060.137939
	Iteration 60F: 3 clusters Score -1421636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1421634.875000 Penalty: 3060.137939
	Iteration 61Q: 3 clusters Score -1421635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1421636.125000 Penalty: 3060.137939
	Iteration 62Q: 3 clusters Score -1421636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1421636.875000 Penalty: 3060.137939
	Iteration 63Q: 3 clusters Score -1421637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1421639.000000 Penalty: 3060.137939
	Iteration 64Q: 3 clusters Score -1421639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1421639.750000 Penalty: 3060.137939
	Iteration 65Q: 3 clusters Score -1421640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1421642.375000 Penalty: 3060.137939
	Iteration 66Q: 3 clusters Score -1421642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1421640.750000 Penalty: 3060.137939
	Iteration 67Q: 3 clusters Score -1421641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1421640.375000 Penalty: 3060.137939
	Iteration 68Q: 3 clusters Score -1421640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1421641.375000 Penalty: 3060.137939
	Iteration 69Q: 3 clusters Score -1421641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1421642.875000 Penalty: 3060.137939
	Iteration 70Q: 3 clusters Score -1421643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1421645.000000 Penalty: 3060.137939
	Iteration 71Q: 3 clusters Score -1421645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1421647.875000 Penalty: 3060.137939
	Iteration 72Q: 3 clusters Score -1421648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1421650.250000 Penalty: 3060.137939
	Iteration 73Q: 3 clusters Score -1421650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1421648.875000 Penalty: 3060.137939
	Iteration 74Q: 3 clusters Score -1421649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1421652.375000 Penalty: 3060.137939
	Iteration 75Q: 3 clusters Score -1421652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1421654.125000 Penalty: 3060.137939
	Iteration 76Q: 3 clusters Score -1421654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1421654.750000 Penalty: 3060.137939
	Iteration 77Q: 3 clusters Score -1421655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1421654.250000 Penalty: 3060.137939
	Iteration 78Q: 3 clusters Score -1421654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1421652.875000 Penalty: 3060.137939
	Iteration 79Q: 3 clusters Score -1421653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1421652.875000 Penalty: 3060.137939
	Iteration 80F: 3 clusters Score -1421653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Entering Unmasked Estep 
Score: -1022751.250000 Penalty: 1464.847656
	Iteration 0F: 2 clusters Score -1022751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1016683.875000 Penalty: 2929.695312
	Iteration 0F: 3 clusters Score -1016684 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1018490.500000 Penalty: 2929.695312
	Iteration 1F: 3 clusters Score -1018490 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1018733.250000 Penalty: 2929.695312
	Iteration 2F: 3 clusters Score -1018733 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1018926.437500 Penalty: 2929.695312
	Iteration 3F: 3 clusters Score -1018926 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1019112.625000 Penalty: 2929.695312
	Iteration 4Q: 3 clusters Score -1019113 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1019301.500000 Penalty: 2929.695312
	Iteration 5Q: 3 clusters Score -1019302 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1019532.625000 Penalty: 2929.695312
	Iteration 6Q: 3 clusters Score -1019533 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1019822.500000 Penalty: 2929.695312
	Iteration 7Q: 3 clusters Score -1019822 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1020194.937500 Penalty: 2929.695312
	Iteration 8F: 3 clusters Score -1020195 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1020546.187500 Penalty: 2929.695312
	Iteration 9F: 3 clusters Score -1020546 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1020865.500000 Penalty: 2929.695312
	Iteration 10Q: 3 clusters Score -1020866 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1021100.312500 Penalty: 2929.695312
	Iteration 11Q: 3 clusters Score -1021100 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1021241.125000 Penalty: 2929.695312
	Iteration 12Q: 3 clusters Score -1021241 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1021325.437500 Penalty: 2929.695312
	Iteration 13Q: 3 clusters Score -1021325 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1021380.125000 Penalty: 2929.695312
	Iteration 14Q: 3 clusters Score -1021380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1021432.000000 Penalty: 2929.695312
	Iteration 15Q: 3 clusters Score -1021432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1021460.937500 Penalty: 2929.695312
	Iteration 16Q: 3 clusters Score -1021461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1021474.687500 Penalty: 2929.695312
	Iteration 17Q: 3 clusters Score -1021475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1021488.937500 Penalty: 2929.695312
	Iteration 18Q: 3 clusters Score -1021489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1021500.562500 Penalty: 2929.695312
	Iteration 19Q: 3 clusters Score -1021501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1021505.187500 Penalty: 2929.695312
	Iteration 20F: 3 clusters Score -1021505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1021511.250000 Penalty: 2929.695312
	Iteration 21Q: 3 clusters Score -1021511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1021515.312500 Penalty: 2929.695312
	Iteration 22Q: 3 clusters Score -1021515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1021520.250000 Penalty: 2929.695312
	Iteration 23Q: 3 clusters Score -1021520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1021524.625000 Penalty: 2929.695312
	Iteration 24Q: 3 clusters Score -1021525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1021530.875000 Penalty: 2929.695312
	Iteration 25Q: 3 clusters Score -1021531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1021535.687500 Penalty: 2929.695312
	Iteration 26Q: 3 clusters Score -1021536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1021537.437500 Penalty: 2929.695312
	Iteration 27Q: 3 clusters Score -1021537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1021542.750000 Penalty: 2929.695312
	Iteration 28Q: 3 clusters Score -1021543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1021547.062500 Penalty: 2929.695312
	Iteration 29Q: 3 clusters Score -1021547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1021548.937500 Penalty: 2929.695312
	Iteration 30Q: 3 clusters Score -1021549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1021551.500000 Penalty: 2929.695312
	Iteration 31Q: 3 clusters Score -1021552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1021552.500000 Penalty: 2929.695312
	Iteration 32Q: 3 clusters Score -1021552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1021552.500000 Penalty: 2929.695312
	Iteration 33F: 3 clusters Score -1021552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Entering Unmasked Estep 
Score: -2268526.750000 Penalty: 1592.087280
	Iteration 0F: 2 clusters Score -2268527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2256250.500000 Penalty: 3184.174561
	Iteration 0F: 3 clusters Score -2256250 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2260978.750000 Penalty: 3184.174561
	Iteration 1F: 3 clusters Score -2260979 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2261549.500000 Penalty: 3184.174561
	Iteration 2F: 3 clusters Score -2261550 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2262218.750000 Penalty: 3184.174561
	Iteration 3F: 3 clusters Score -2262219 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2262948.750000 Penalty: 3184.174561
	Iteration 4F: 3 clusters Score -2262949 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2263853.000000 Penalty: 3184.174561
	Iteration 5F: 3 clusters Score -2263853 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2264864.250000 Penalty: 3184.174561
	Iteration 6F: 3 clusters Score -2264864 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2265695.750000 Penalty: 3184.174561
	Iteration 7F: 3 clusters Score -2265696 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2266224.750000 Penalty: 3184.174561
	Iteration 8Q: 3 clusters Score -2266225 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2266551.750000 Penalty: 3184.174561
	Iteration 9Q: 3 clusters Score -2266552 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2266780.500000 Penalty: 3184.174561
	Iteration 10Q: 3 clusters Score -2266780 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2266956.750000 Penalty: 3184.174561
	Iteration 11Q: 3 clusters Score -2266957 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2267078.250000 Penalty: 3184.174561
	Iteration 12Q: 3 clusters Score -2267078 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2267160.250000 Penalty: 3184.174561
	Iteration 13Q: 3 clusters Score -2267160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2267195.500000 Penalty: 3184.174561
	Iteration 14Q: 3 clusters Score -2267196 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2267230.250000 Penalty: 3184.174561
	Iteration 15Q: 3 clusters Score -2267230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2267256.250000 Penalty: 3184.174561
	Iteration 16Q: 3 clusters Score -2267256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2267262.250000 Penalty: 3184.174561
	Iteration 17Q: 3 clusters Score -2267262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2267267.250000 Penalty: 3184.174561
	Iteration 18Q: 3 clusters Score -2267267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2267280.000000 Penalty: 3184.174561
	Iteration 19Q: 3 clusters Score -2267280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2267277.750000 Penalty: 3184.174561
	Iteration 20F: 3 clusters Score -2267278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2267274.500000 Penalty: 3184.174561
	Iteration 21Q: 3 clusters Score -2267274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2267283.750000 Penalty: 3184.174561
	Iteration 22Q: 3 clusters Score -2267284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2267282.750000 Penalty: 3184.174561
	Iteration 23Q: 3 clusters Score -2267283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2267284.000000 Penalty: 3184.174561
	Iteration 24Q: 3 clusters Score -2267284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2267280.500000 Penalty: 3184.174561
	Iteration 25Q: 3 clusters Score -2267280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2267281.500000 Penalty: 3184.174561
	Iteration 26Q: 3 clusters Score -2267282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2267288.500000 Penalty: 3184.174561
	Iteration 27Q: 3 clusters Score -2267288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2267284.500000 Penalty: 3184.174561
	Iteration 28Q: 3 clusters Score -2267284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2267289.250000 Penalty: 3184.174561
	Iteration 29Q: 3 clusters Score -2267289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2267285.250000 Penalty: 3184.174561
	Iteration 30Q: 3 clusters Score -2267285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2267287.250000 Penalty: 3184.174561
	Iteration 31Q: 3 clusters Score -2267287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2267286.500000 Penalty: 3184.174561
	Iteration 32Q: 3 clusters Score -2267286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2267285.500000 Penalty: 3184.174561
	Iteration 33Q: 3 clusters Score -2267286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2267287.750000 Penalty: 3184.174561
	Iteration 34Q: 3 clusters Score -2267288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2267284.250000 Penalty: 3184.174561
	Iteration 35Q: 3 clusters Score -2267284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2267287.750000 Penalty: 3184.174561
	Iteration 36Q: 3 clusters Score -2267288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2267285.250000 Penalty: 3184.174561
	Iteration 37Q: 3 clusters Score -2267285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2267287.500000 Penalty: 3184.174561
	Iteration 38Q: 3 clusters Score -2267288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2267283.250000 Penalty: 3184.174561
	Iteration 39Q: 3 clusters Score -2267283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2267283.500000 Penalty: 3184.174561
	Iteration 40F: 3 clusters Score -2267284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2267288.250000 Penalty: 3184.174561
	Iteration 41Q: 3 clusters Score -2267288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2267291.500000 Penalty: 3184.174561
	Iteration 42Q: 3 clusters Score -2267292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2267292.250000 Penalty: 3184.174561
	Iteration 43Q: 3 clusters Score -2267292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2267296.750000 Penalty: 3184.174561
	Iteration 44Q: 3 clusters Score -2267297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2267297.500000 Penalty: 3184.174561
	Iteration 45Q: 3 clusters Score -2267298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2267296.750000 Penalty: 3184.174561
	Iteration 46Q: 3 clusters Score -2267297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2267296.000000 Penalty: 3184.174561
	Iteration 47Q: 3 clusters Score -2267296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2267297.000000 Penalty: 3184.174561
	Iteration 48Q: 3 clusters Score -2267297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2267297.000000 Penalty: 3184.174561
	Iteration 49Q: 3 clusters Score -2267297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2267298.750000 Penalty: 3184.174561
	Iteration 50Q: 3 clusters Score -2267299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2267296.750000 Penalty: 3184.174561
	Iteration 51Q: 3 clusters Score -2267297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2267301.500000 Penalty: 3184.174561
	Iteration 52Q: 3 clusters Score -2267302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2267299.750000 Penalty: 3184.174561
	Iteration 53Q: 3 clusters Score -2267300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2267299.500000 Penalty: 3184.174561
	Iteration 54Q: 3 clusters Score -2267300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2267301.000000 Penalty: 3184.174561
	Iteration 55Q: 3 clusters Score -2267301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2267301.000000 Penalty: 3184.174561
	Iteration 56F: 3 clusters Score -2267301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -205556.421875 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -205556.4 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 918 members 
Entering Unmasked Estep 
Score: -203584.843750 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -203584.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -204192.093750 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -204192.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -204480.828125 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -204480.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -204672.828125 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -204672.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -204807.515625 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -204807.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -204917.187500 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -204917.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -205038.281250 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -205038.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205140.890625 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -205140.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -205248.906250 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -205248.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -205351.406250 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -205351.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -205409.718750 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -205409.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -205460.031250 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -205460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -205497.281250 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -205497.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -205520.953125 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -205521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -205540.625000 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -205540.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205551.781250 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -205551.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205558.203125 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -205558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205560.421875 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -205560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -205562.796875 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -205562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -205562.921875 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -205562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -205570.703125 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -205570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205572.671875 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -205572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205574.859375 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -205574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205575.875000 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -205575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205578.187500 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -205578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -205580.140625 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -205580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -205581.593750 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -205581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -205585.578125 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -205585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -205587.296875 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -205587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -205589.437500 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -205589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -205590.843750 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -205590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -205591.703125 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -205591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -205591.703125 Penalty: 2447.754395
	Iteration 32F: 3 clusters Score -205591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33900 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31392 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113505 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 109317 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 125832 members 
Mstep: Class 16 contains 21158 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85486 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39170 members 
Mstep: Class 24 contains 12281 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83570 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33569 members 
Mstep: Class 34 contains 126846 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17681 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113349 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84772 members 
Mstep: Class 44 contains 863 members 
Entering Unmasked Estep 
Score: -141749264.000000 Penalty: 99821.273438
Splitting cluster 27 changes total score from -141750288.000000 to -141749264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -281457.031250 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -281457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -279107.718750 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -279107.7 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -279669.562500 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -279669.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279928.468750 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -279928.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -280254.343750 Penalty: 2519.229492
	Iteration 3F: 3 clusters Score -280254.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -280499.781250 Penalty: 2519.229492
	Iteration 4F: 3 clusters Score -280499.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -280679.312500 Penalty: 2519.229492
	Iteration 5F: 3 clusters Score -280679.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -280854.500000 Penalty: 2519.229492
	Iteration 6F: 3 clusters Score -280854.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280967.500000 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -280967.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -281037.625000 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -281037.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -281079.906250 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -281079.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -281113.781250 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -281113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -281132.781250 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -281132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -281140.250000 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -281140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -281142.906250 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -281142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -281145.500000 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -281145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -281148.781250 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -281148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -281151.406250 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -281151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -281155.125000 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -281155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -281156.312500 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -281156.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -281159.375000 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -281159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -281160.937500 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -281160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -281164.218750 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -281164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -281166.625000 Penalty: 2519.229492
	Iteration 22Q: 3 clusters Score -281166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -281170.437500 Penalty: 2519.229492
	Iteration 23Q: 3 clusters Score -281170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -281173.093750 Penalty: 2519.229492
	Iteration 24Q: 3 clusters Score -281173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -281173.187500 Penalty: 2519.229492
	Iteration 25Q: 3 clusters Score -281173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -281173.812500 Penalty: 2519.229492
	Iteration 26Q: 3 clusters Score -281173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -281173.812500 Penalty: 2519.229492
	Iteration 27F: 3 clusters Score -281173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12415.926758 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12415.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12609.299805 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12609.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12692.564453 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12692.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12717.370117 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12717.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12742.547852 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12742.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12749.598633 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -12749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12756.438477 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -12756.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12756.438477 Penalty: 1791.864380
	Iteration 7F: 3 clusters Score -12756.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -57762.019531 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -57762.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56712.292969 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -56712.29 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57011.312500 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -57011.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57150.769531 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -57150.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57222.035156 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -57222.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57274.046875 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -57274.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57349.617188 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -57349.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57412.617188 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -57412.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57475.796875 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -57475.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57531.226562 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -57531.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57567.066406 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -57567.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57590.785156 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -57590.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57603.195312 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -57603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57620.117188 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -57620.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57643.511719 Penalty: 2088.608643
	Iteration 13Q: 3 clusters Score -57643.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57655.449219 Penalty: 2088.608643
	Iteration 14Q: 3 clusters Score -57655.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57656.156250 Penalty: 2088.608643
	Iteration 15Q: 3 clusters Score -57656.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57658.699219 Penalty: 2088.608643
	Iteration 16Q: 3 clusters Score -57658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57682.421875 Penalty: 2088.608643
	Iteration 17F: 3 clusters Score -57682.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57813.285156 Penalty: 2088.608643
	Iteration 18Q: 3 clusters Score -57813.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57871.992188 Penalty: 2088.608643
	Iteration 19Q: 3 clusters Score -57871.99 nChanged 7
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: -57894.492188 Penalty: 2088.608643
	Iteration 20F: 3 clusters Score -57894.49 nChanged 2
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: -57897.515625 Penalty: 2088.608643
	Iteration 21Q: 3 clusters Score -57897.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57899.441406 Penalty: 2088.608643
	Iteration 22Q: 3 clusters Score -57899.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57899.441406 Penalty: 2088.608643
	Iteration 23F: 3 clusters Score -57899.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33900 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31392 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113505 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 109317 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 125832 members 
Mstep: Class 16 contains 21158 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85486 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39170 members 
Mstep: Class 24 contains 12281 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 1866 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 83570 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33569 members 
Mstep: Class 34 contains 126846 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17681 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113349 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84772 members 
Mstep: Class 44 contains 240 members 
Entering Unmasked Estep 
Score: -141749008.000000 Penalty: 99821.273438
Splitting cluster 30 changes total score from -141750288.000000 to -141749008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (83570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Entering Unmasked Estep 
Score: -10565776.000000 Penalty: 1841.683960
	Iteration 0F: 2 clusters Score -1.056578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -10510042.000000 Penalty: 3683.367920
	Iteration 0F: 3 clusters Score -1.051004e+07 nChanged 39674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -10532712.000000 Penalty: 3683.367920
	Iteration 1F: 3 clusters Score -1.053271e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -10533241.000000 Penalty: 3683.367920
	Iteration 2Q: 3 clusters Score -1.053324e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -10533856.000000 Penalty: 3683.367920
	Iteration 3Q: 3 clusters Score -1.053386e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -10534721.000000 Penalty: 3683.367920
	Iteration 4Q: 3 clusters Score -1.053472e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10535838.000000 Penalty: 3683.367920
	Iteration 5Q: 3 clusters Score -1.053584e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -10537525.000000 Penalty: 3683.367920
	Iteration 6Q: 3 clusters Score -1.053752e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -10540059.000000 Penalty: 3683.367920
	Iteration 7F: 3 clusters Score -1.054006e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -10543912.000000 Penalty: 3683.367920
	Iteration 8F: 3 clusters Score -1.054391e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -10548305.000000 Penalty: 3683.367920
	Iteration 9F: 3 clusters Score -1.05483e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -10551058.000000 Penalty: 3683.367920
	Iteration 10F: 3 clusters Score -1.055106e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -10552085.000000 Penalty: 3683.367920
	Iteration 11Q: 3 clusters Score -1.055208e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -10552554.000000 Penalty: 3683.367920
	Iteration 12Q: 3 clusters Score -1.055255e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -10553002.000000 Penalty: 3683.367920
	Iteration 13Q: 3 clusters Score -1.0553e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -10553356.000000 Penalty: 3683.367920
	Iteration 14Q: 3 clusters Score -1.055336e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -10553734.000000 Penalty: 3683.367920
	Iteration 15Q: 3 clusters Score -1.055373e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -10554120.000000 Penalty: 3683.367920
	Iteration 16Q: 3 clusters Score -1.055412e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -10554490.000000 Penalty: 3683.367920
	Iteration 17Q: 3 clusters Score -1.055449e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -10554959.000000 Penalty: 3683.367920
	Iteration 18Q: 3 clusters Score -1.055496e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -10555420.000000 Penalty: 3683.367920
	Iteration 19Q: 3 clusters Score -1.055542e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -10555971.000000 Penalty: 3683.367920
	Iteration 20F: 3 clusters Score -1.055597e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -10556406.000000 Penalty: 3683.367920
	Iteration 21Q: 3 clusters Score -1.055641e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -10556991.000000 Penalty: 3683.367920
	Iteration 22Q: 3 clusters Score -1.055699e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -10557570.000000 Penalty: 3683.367920
	Iteration 23Q: 3 clusters Score -1.055757e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -10558111.000000 Penalty: 3683.367920
	Iteration 24Q: 3 clusters Score -1.055811e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -10558713.000000 Penalty: 3683.367920
	Iteration 25Q: 3 clusters Score -1.055871e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -10559359.000000 Penalty: 3683.367920
	Iteration 26Q: 3 clusters Score -1.055936e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -10559947.000000 Penalty: 3683.367920
	Iteration 27Q: 3 clusters Score -1.055995e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -10560396.000000 Penalty: 3683.367920
	Iteration 28Q: 3 clusters Score -1.05604e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -10560892.000000 Penalty: 3683.367920
	Iteration 29Q: 3 clusters Score -1.056089e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -10561340.000000 Penalty: 3683.367920
	Iteration 30Q: 3 clusters Score -1.056134e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -10561707.000000 Penalty: 3683.367920
	Iteration 31Q: 3 clusters Score -1.056171e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -10562002.000000 Penalty: 3683.367920
	Iteration 32Q: 3 clusters Score -1.0562e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -10562363.000000 Penalty: 3683.367920
	Iteration 33Q: 3 clusters Score -1.056236e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -10562693.000000 Penalty: 3683.367920
	Iteration 34Q: 3 clusters Score -1.056269e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -10562950.000000 Penalty: 3683.367920
	Iteration 35Q: 3 clusters Score -1.056295e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -10563120.000000 Penalty: 3683.367920
	Iteration 36Q: 3 clusters Score -1.056312e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -10563309.000000 Penalty: 3683.367920
	Iteration 37Q: 3 clusters Score -1.056331e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -10563455.000000 Penalty: 3683.367920
	Iteration 38Q: 3 clusters Score -1.056346e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -10563622.000000 Penalty: 3683.367920
	Iteration 39Q: 3 clusters Score -1.056362e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -10563769.000000 Penalty: 3683.367920
	Iteration 40F: 3 clusters Score -1.056377e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -10563916.000000 Penalty: 3683.367920
	Iteration 41Q: 3 clusters Score -1.056392e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -10564061.000000 Penalty: 3683.367920
	Iteration 42Q: 3 clusters Score -1.056406e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -10564179.000000 Penalty: 3683.367920
	Iteration 43Q: 3 clusters Score -1.056418e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -10564274.000000 Penalty: 3683.367920
	Iteration 44Q: 3 clusters Score -1.056427e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -10564334.000000 Penalty: 3683.367920
	Iteration 45Q: 3 clusters Score -1.056433e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -10564384.000000 Penalty: 3683.367920
	Iteration 46Q: 3 clusters Score -1.056438e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -10564423.000000 Penalty: 3683.367920
	Iteration 47Q: 3 clusters Score -1.056442e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -10564444.000000 Penalty: 3683.367920
	Iteration 48Q: 3 clusters Score -1.056444e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -10564477.000000 Penalty: 3683.367920
	Iteration 49Q: 3 clusters Score -1.056448e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -10564517.000000 Penalty: 3683.367920
	Iteration 50Q: 3 clusters Score -1.056452e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10564527.000000 Penalty: 3683.367920
	Iteration 51Q: 3 clusters Score -1.056453e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -10564580.000000 Penalty: 3683.367920
	Iteration 52Q: 3 clusters Score -1.056458e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -10564588.000000 Penalty: 3683.367920
	Iteration 53Q: 3 clusters Score -1.056459e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -10564582.000000 Penalty: 3683.367920
	Iteration 54Q: 3 clusters Score -1.056458e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -10564580.000000 Penalty: 3683.367920
	Iteration 55Q: 3 clusters Score -1.056458e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -10564593.000000 Penalty: 3683.367920
	Iteration 56Q: 3 clusters Score -1.056459e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -10564610.000000 Penalty: 3683.367920
	Iteration 57Q: 3 clusters Score -1.056461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -10564603.000000 Penalty: 3683.367920
	Iteration 58Q: 3 clusters Score -1.05646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -10564600.000000 Penalty: 3683.367920
	Iteration 59Q: 3 clusters Score -1.05646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -10564611.000000 Penalty: 3683.367920
	Iteration 60F: 3 clusters Score -1.056461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -10564639.000000 Penalty: 3683.367920
	Iteration 61Q: 3 clusters Score -1.056464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -10564647.000000 Penalty: 3683.367920
	Iteration 62Q: 3 clusters Score -1.056465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -10564638.000000 Penalty: 3683.367920
	Iteration 63Q: 3 clusters Score -1.056464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -10564633.000000 Penalty: 3683.367920
	Iteration 64Q: 3 clusters Score -1.056463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -10564637.000000 Penalty: 3683.367920
	Iteration 65Q: 3 clusters Score -1.056464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -10564633.000000 Penalty: 3683.367920
	Iteration 66Q: 3 clusters Score -1.056463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -10564626.000000 Penalty: 3683.367920
	Iteration 67Q: 3 clusters Score -1.056463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -10564627.000000 Penalty: 3683.367920
	Iteration 68Q: 3 clusters Score -1.056463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -10564636.000000 Penalty: 3683.367920
	Iteration 69Q: 3 clusters Score -1.056464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -10564626.000000 Penalty: 3683.367920
	Iteration 70Q: 3 clusters Score -1.056463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -10564621.000000 Penalty: 3683.367920
	Iteration 71Q: 3 clusters Score -1.056462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -10564632.000000 Penalty: 3683.367920
	Iteration 72Q: 3 clusters Score -1.056463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -10564628.000000 Penalty: 3683.367920
	Iteration 73Q: 3 clusters Score -1.056463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -10564631.000000 Penalty: 3683.367920
	Iteration 74Q: 3 clusters Score -1.056463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -10564635.000000 Penalty: 3683.367920
	Iteration 75Q: 3 clusters Score -1.056464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -10564630.000000 Penalty: 3683.367920
	Iteration 76Q: 3 clusters Score -1.056463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -10564630.000000 Penalty: 3683.367920
	Iteration 77F: 3 clusters Score -1.056463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35026.433594 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35026.43 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35454.269531 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35454.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35829.656250 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -35829.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36062.507812 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -36062.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36232.546875 Penalty: 1991.941284
	Iteration 4F: 3 clusters Score -36232.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36314.835938 Penalty: 1991.941284
	Iteration 5F: 3 clusters Score -36314.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36394.796875 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36446.511719 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -36446.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36522.476562 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -36522.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36572.207031 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -36572.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36636.109375 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -36636.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36649.511719 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -36649.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36650.066406 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -36650.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36650.781250 Penalty: 1991.941284
	Iteration 13F: 3 clusters Score -36650.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36663.035156 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -36663.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36663.035156 Penalty: 1991.941284
	Iteration 15F: 3 clusters Score -36663.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33900 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31392 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113505 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 109317 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 125832 members 
Mstep: Class 16 contains 21158 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85486 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39170 members 
Mstep: Class 24 contains 12281 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 1866 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83570 members 
Mstep: Class 32 contains 225 members 
Mstep: Class 33 contains 33569 members 
Mstep: Class 34 contains 126846 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17681 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113349 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84772 members 
Mstep: Class 44 contains 234 members 
Entering Unmasked Estep 
Score: -141749632.000000 Penalty: 99821.273438
Splitting cluster 32 changes total score from -141750288.000000 to -141749632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (33569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Entering Unmasked Estep 
Score: -4260380.000000 Penalty: 1693.470703
	Iteration 0F: 2 clusters Score -4260380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4237918.000000 Penalty: 3386.941406
	Iteration 0F: 3 clusters Score -4237918 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4246545.000000 Penalty: 3386.941406
	Iteration 1F: 3 clusters Score -4246545 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4246927.500000 Penalty: 3386.941406
	Iteration 2Q: 3 clusters Score -4246928 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4247268.000000 Penalty: 3386.941406
	Iteration 3Q: 3 clusters Score -4247268 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4247658.000000 Penalty: 3386.941406
	Iteration 4Q: 3 clusters Score -4247658 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4248135.000000 Penalty: 3386.941406
	Iteration 5Q: 3 clusters Score -4248135 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4248834.000000 Penalty: 3386.941406
	Iteration 6Q: 3 clusters Score -4248834 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4249992.000000 Penalty: 3386.941406
	Iteration 7F: 3 clusters Score -4249992 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4251781.000000 Penalty: 3386.941406
	Iteration 8F: 3 clusters Score -4251781 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -4254068.000000 Penalty: 3386.941406
	Iteration 9F: 3 clusters Score -4254068 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4256267.000000 Penalty: 3386.941406
	Iteration 10F: 3 clusters Score -4256267 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4257745.000000 Penalty: 3386.941406
	Iteration 11Q: 3 clusters Score -4257745 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4258426.500000 Penalty: 3386.941406
	Iteration 12Q: 3 clusters Score -4258426 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4258711.500000 Penalty: 3386.941406
	Iteration 13Q: 3 clusters Score -4258712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -4258823.500000 Penalty: 3386.941406
	Iteration 14Q: 3 clusters Score -4258824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4258874.000000 Penalty: 3386.941406
	Iteration 15Q: 3 clusters Score -4258874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4258908.000000 Penalty: 3386.941406
	Iteration 16Q: 3 clusters Score -4258908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4258925.500000 Penalty: 3386.941406
	Iteration 17Q: 3 clusters Score -4258926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4258925.500000 Penalty: 3386.941406
	Iteration 18Q: 3 clusters Score -4258926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4258925.500000 Penalty: 3386.941406
	Iteration 19F: 3 clusters Score -4258926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (126846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126846 members 
Entering Unmasked Estep 
Score: -16079529.000000 Penalty: 1909.493408
	Iteration 0F: 2 clusters Score -1.607953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -16008360.000000 Penalty: 3818.986816
	Iteration 0F: 3 clusters Score -1.600836e+07 nChanged 61084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -16044035.000000 Penalty: 3818.986816
	Iteration 1F: 3 clusters Score -1.604404e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -16045510.000000 Penalty: 3818.986816
	Iteration 2Q: 3 clusters Score -1.604551e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -16047993.000000 Penalty: 3818.986816
	Iteration 3Q: 3 clusters Score -1.604799e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -16052051.000000 Penalty: 3818.986816
	Iteration 4F: 3 clusters Score -1.605205e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -16058180.000000 Penalty: 3818.986816
	Iteration 5F: 3 clusters Score -1.605818e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -16064593.000000 Penalty: 3818.986816
	Iteration 6F: 3 clusters Score -1.606459e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -16069712.000000 Penalty: 3818.986816
	Iteration 7F: 3 clusters Score -1.606971e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -16072474.000000 Penalty: 3818.986816
	Iteration 8Q: 3 clusters Score -1.607247e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -16073716.000000 Penalty: 3818.986816
	Iteration 9Q: 3 clusters Score -1.607372e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -16074045.000000 Penalty: 3818.986816
	Iteration 10Q: 3 clusters Score -1.607404e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -16074249.000000 Penalty: 3818.986816
	Iteration 11Q: 3 clusters Score -1.607425e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -16074480.000000 Penalty: 3818.986816
	Iteration 12Q: 3 clusters Score -1.607448e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -16074817.000000 Penalty: 3818.986816
	Iteration 13Q: 3 clusters Score -1.607482e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -16075164.000000 Penalty: 3818.986816
	Iteration 14Q: 3 clusters Score -1.607516e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -16075602.000000 Penalty: 3818.986816
	Iteration 15Q: 3 clusters Score -1.60756e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -16076155.000000 Penalty: 3818.986816
	Iteration 16Q: 3 clusters Score -1.607616e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -16076769.000000 Penalty: 3818.986816
	Iteration 17Q: 3 clusters Score -1.607677e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -16077527.000000 Penalty: 3818.986816
	Iteration 18Q: 3 clusters Score -1.607753e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -16078208.000000 Penalty: 3818.986816
	Iteration 19Q: 3 clusters Score -1.607821e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -16079094.000000 Penalty: 3818.986816
	Iteration 20F: 3 clusters Score -1.607909e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -16080182.000000 Penalty: 3818.986816
	Iteration 21Q: 3 clusters Score -1.608018e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -16080999.000000 Penalty: 3818.986816
	Iteration 22Q: 3 clusters Score -1.6081e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -16081744.000000 Penalty: 3818.986816
	Iteration 23Q: 3 clusters Score -1.608174e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -16082311.000000 Penalty: 3818.986816
	Iteration 24Q: 3 clusters Score -1.608231e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -16082948.000000 Penalty: 3818.986816
	Iteration 25Q: 3 clusters Score -1.608295e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -16083309.000000 Penalty: 3818.986816
	Iteration 26Q: 3 clusters Score -1.608331e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -16083617.000000 Penalty: 3818.986816
	Iteration 27Q: 3 clusters Score -1.608362e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -16083879.000000 Penalty: 3818.986816
	Iteration 28Q: 3 clusters Score -1.608388e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -16084031.000000 Penalty: 3818.986816
	Iteration 29Q: 3 clusters Score -1.608403e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -16084153.000000 Penalty: 3818.986816
	Iteration 30Q: 3 clusters Score -1.608415e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -16084244.000000 Penalty: 3818.986816
	Iteration 31Q: 3 clusters Score -1.608424e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -16084336.000000 Penalty: 3818.986816
	Iteration 32Q: 3 clusters Score -1.608434e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -16084428.000000 Penalty: 3818.986816
	Iteration 33Q: 3 clusters Score -1.608443e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -16084485.000000 Penalty: 3818.986816
	Iteration 34Q: 3 clusters Score -1.608448e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -16084537.000000 Penalty: 3818.986816
	Iteration 35Q: 3 clusters Score -1.608454e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -16084545.000000 Penalty: 3818.986816
	Iteration 36Q: 3 clusters Score -1.608454e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -16084579.000000 Penalty: 3818.986816
	Iteration 37Q: 3 clusters Score -1.608458e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -16084602.000000 Penalty: 3818.986816
	Iteration 38Q: 3 clusters Score -1.60846e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -16084659.000000 Penalty: 3818.986816
	Iteration 39Q: 3 clusters Score -1.608466e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -16084784.000000 Penalty: 3818.986816
	Iteration 40F: 3 clusters Score -1.608478e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -16084865.000000 Penalty: 3818.986816
	Iteration 41Q: 3 clusters Score -1.608486e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -16084936.000000 Penalty: 3818.986816
	Iteration 42Q: 3 clusters Score -1.608494e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -16084930.000000 Penalty: 3818.986816
	Iteration 43Q: 3 clusters Score -1.608493e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -16084931.000000 Penalty: 3818.986816
	Iteration 44Q: 3 clusters Score -1.608493e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -16084983.000000 Penalty: 3818.986816
	Iteration 45Q: 3 clusters Score -1.608498e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -16084977.000000 Penalty: 3818.986816
	Iteration 46Q: 3 clusters Score -1.608498e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -16085016.000000 Penalty: 3818.986816
	Iteration 47Q: 3 clusters Score -1.608502e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -16085034.000000 Penalty: 3818.986816
	Iteration 48Q: 3 clusters Score -1.608503e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -16085035.000000 Penalty: 3818.986816
	Iteration 49Q: 3 clusters Score -1.608504e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -16085025.000000 Penalty: 3818.986816
	Iteration 50Q: 3 clusters Score -1.608502e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -16085002.000000 Penalty: 3818.986816
	Iteration 51Q: 3 clusters Score -1.6085e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -16085040.000000 Penalty: 3818.986816
	Iteration 52Q: 3 clusters Score -1.608504e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -16085068.000000 Penalty: 3818.986816
	Iteration 53Q: 3 clusters Score -1.608507e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -16085083.000000 Penalty: 3818.986816
	Iteration 54Q: 3 clusters Score -1.608508e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -16085092.000000 Penalty: 3818.986816
	Iteration 55Q: 3 clusters Score -1.608509e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -16085096.000000 Penalty: 3818.986816
	Iteration 56Q: 3 clusters Score -1.60851e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -16085102.000000 Penalty: 3818.986816
	Iteration 57Q: 3 clusters Score -1.60851e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -16085093.000000 Penalty: 3818.986816
	Iteration 58Q: 3 clusters Score -1.608509e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -16085121.000000 Penalty: 3818.986816
	Iteration 59Q: 3 clusters Score -1.608512e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -16085112.000000 Penalty: 3818.986816
	Iteration 60F: 3 clusters Score -1.608511e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -16085123.000000 Penalty: 3818.986816
	Iteration 61Q: 3 clusters Score -1.608512e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -16085103.000000 Penalty: 3818.986816
	Iteration 62Q: 3 clusters Score -1.60851e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -16085114.000000 Penalty: 3818.986816
	Iteration 63Q: 3 clusters Score -1.608511e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -16085093.000000 Penalty: 3818.986816
	Iteration 64Q: 3 clusters Score -1.608509e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -16085088.000000 Penalty: 3818.986816
	Iteration 65Q: 3 clusters Score -1.608509e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -16085058.000000 Penalty: 3818.986816
	Iteration 66Q: 3 clusters Score -1.608506e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -16085056.000000 Penalty: 3818.986816
	Iteration 67Q: 3 clusters Score -1.608506e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -16085061.000000 Penalty: 3818.986816
	Iteration 68Q: 3 clusters Score -1.608506e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -16085081.000000 Penalty: 3818.986816
	Iteration 69Q: 3 clusters Score -1.608508e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -16085077.000000 Penalty: 3818.986816
	Iteration 70Q: 3 clusters Score -1.608508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -16085074.000000 Penalty: 3818.986816
	Iteration 71Q: 3 clusters Score -1.608507e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -16085043.000000 Penalty: 3818.986816
	Iteration 72Q: 3 clusters Score -1.608504e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -16085049.000000 Penalty: 3818.986816
	Iteration 73Q: 3 clusters Score -1.608505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -16085028.000000 Penalty: 3818.986816
	Iteration 74Q: 3 clusters Score -1.608503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -16085024.000000 Penalty: 3818.986816
	Iteration 75Q: 3 clusters Score -1.608502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -16085029.000000 Penalty: 3818.986816
	Iteration 76Q: 3 clusters Score -1.608503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -16085051.000000 Penalty: 3818.986816
	Iteration 77Q: 3 clusters Score -1.608505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -16085034.000000 Penalty: 3818.986816
	Iteration 78Q: 3 clusters Score -1.608503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -16085056.000000 Penalty: 3818.986816
	Iteration 79Q: 3 clusters Score -1.608506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -16085054.000000 Penalty: 3818.986816
	Iteration 80F: 3 clusters Score -1.608505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -16085036.000000 Penalty: 3818.986816
	Iteration 81Q: 3 clusters Score -1.608504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -16085048.000000 Penalty: 3818.986816
	Iteration 82Q: 3 clusters Score -1.608505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -16085047.000000 Penalty: 3818.986816
	Iteration 83Q: 3 clusters Score -1.608505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -16085044.000000 Penalty: 3818.986816
	Iteration 84Q: 3 clusters Score -1.608504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -16085047.000000 Penalty: 3818.986816
	Iteration 85Q: 3 clusters Score -1.608505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -16085045.000000 Penalty: 3818.986816
	Iteration 86Q: 3 clusters Score -1.608504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -16085042.000000 Penalty: 3818.986816
	Iteration 87Q: 3 clusters Score -1.608504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -16085051.000000 Penalty: 3818.986816
	Iteration 88Q: 3 clusters Score -1.608505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -16085053.000000 Penalty: 3818.986816
	Iteration 89Q: 3 clusters Score -1.608505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -16085053.000000 Penalty: 3818.986816
	Iteration 90Q: 3 clusters Score -1.608505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -16085059.000000 Penalty: 3818.986816
	Iteration 91Q: 3 clusters Score -1.608506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -16085063.000000 Penalty: 3818.986816
	Iteration 92Q: 3 clusters Score -1.608506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -16085061.000000 Penalty: 3818.986816
	Iteration 93Q: 3 clusters Score -1.608506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -16085052.000000 Penalty: 3818.986816
	Iteration 94Q: 3 clusters Score -1.608505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -16085055.000000 Penalty: 3818.986816
	Iteration 95Q: 3 clusters Score -1.608506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -16085059.000000 Penalty: 3818.986816
	Iteration 96Q: 3 clusters Score -1.608506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -16085064.000000 Penalty: 3818.986816
	Iteration 97Q: 3 clusters Score -1.608506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -16085065.000000 Penalty: 3818.986816
	Iteration 98Q: 3 clusters Score -1.608506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -16085072.000000 Penalty: 3818.986816
	Iteration 99Q: 3 clusters Score -1.608507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -16085080.000000 Penalty: 3818.986816
	Iteration 100F: 3 clusters Score -1.608508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -16085080.000000 Penalty: 3818.986816
	Iteration 101Q: 3 clusters Score -1.608508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -16085066.000000 Penalty: 3818.986816
	Iteration 102Q: 3 clusters Score -1.608507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -16085077.000000 Penalty: 3818.986816
	Iteration 103Q: 3 clusters Score -1.608508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -16085067.000000 Penalty: 3818.986816
	Iteration 104Q: 3 clusters Score -1.608507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -16085075.000000 Penalty: 3818.986816
	Iteration 105Q: 3 clusters Score -1.608508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -16085080.000000 Penalty: 3818.986816
	Iteration 106Q: 3 clusters Score -1.608508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -16085079.000000 Penalty: 3818.986816
	Iteration 107Q: 3 clusters Score -1.608508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -16085074.000000 Penalty: 3818.986816
	Iteration 108Q: 3 clusters Score -1.608507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -16085082.000000 Penalty: 3818.986816
	Iteration 109Q: 3 clusters Score -1.608508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -16085067.000000 Penalty: 3818.986816
	Iteration 110Q: 3 clusters Score -1.608507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -16085067.000000 Penalty: 3818.986816
	Iteration 111Q: 3 clusters Score -1.608507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -16085065.000000 Penalty: 3818.986816
	Iteration 112Q: 3 clusters Score -1.608506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -16085078.000000 Penalty: 3818.986816
	Iteration 113Q: 3 clusters Score -1.608508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -16085068.000000 Penalty: 3818.986816
	Iteration 114Q: 3 clusters Score -1.608507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -16085072.000000 Penalty: 3818.986816
	Iteration 115Q: 3 clusters Score -1.608507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -16085070.000000 Penalty: 3818.986816
	Iteration 116Q: 3 clusters Score -1.608507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -16085065.000000 Penalty: 3818.986816
	Iteration 117Q: 3 clusters Score -1.608506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -16085065.000000 Penalty: 3818.986816
	Iteration 118F: 3 clusters Score -1.608506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33900 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31392 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113505 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 109317 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 125832 members 
Mstep: Class 16 contains 21158 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85486 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39170 members 
Mstep: Class 24 contains 12281 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 1866 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83570 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33569 members 
Mstep: Class 34 contains 56891 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17681 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113349 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84772 members 
Mstep: Class 44 contains 69955 members 
Entering Unmasked Estep 
Score: -141752880.000000 Penalty: 99821.273438
Splitting cluster 34 changes total score from -141750288.000000 to -141752880.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 35 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -52694.164062 Penalty: 1021.171814
	Iteration 0F: 2 clusters Score -52694.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51695.460938 Penalty: 2042.343628
	Iteration 0F: 3 clusters Score -51695.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52024.882812 Penalty: 2042.343628
	Iteration 1F: 3 clusters Score -52024.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52181.933594 Penalty: 2042.343628
	Iteration 2F: 3 clusters Score -52181.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52266.535156 Penalty: 2042.343628
	Iteration 3Q: 3 clusters Score -52266.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52330.433594 Penalty: 2042.343628
	Iteration 4Q: 3 clusters Score -52330.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52409.781250 Penalty: 2042.343628
	Iteration 5Q: 3 clusters Score -52409.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52476.265625 Penalty: 2042.343628
	Iteration 6Q: 3 clusters Score -52476.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52538.371094 Penalty: 2042.343628
	Iteration 7Q: 3 clusters Score -52538.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52568.476562 Penalty: 2042.343628
	Iteration 8Q: 3 clusters Score -52568.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52582.570312 Penalty: 2042.343628
	Iteration 9Q: 3 clusters Score -52582.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52594.531250 Penalty: 2042.343628
	Iteration 10Q: 3 clusters Score -52594.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52605.917969 Penalty: 2042.343628
	Iteration 11Q: 3 clusters Score -52605.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52618.675781 Penalty: 2042.343628
	Iteration 12Q: 3 clusters Score -52618.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52622.136719 Penalty: 2042.343628
	Iteration 13Q: 3 clusters Score -52622.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52622.136719 Penalty: 2042.343628
	Iteration 14F: 3 clusters Score -52622.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Entering Unmasked Estep 
Score: -2167836.750000 Penalty: 1589.289917
	Iteration 0F: 2 clusters Score -2167837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2155735.000000 Penalty: 3178.579834
	Iteration 0F: 3 clusters Score -2155735 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2160185.500000 Penalty: 3178.579834
	Iteration 1F: 3 clusters Score -2160186 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2160582.000000 Penalty: 3178.579834
	Iteration 2F: 3 clusters Score -2160582 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2160894.750000 Penalty: 3178.579834
	Iteration 3Q: 3 clusters Score -2160895 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2161186.500000 Penalty: 3178.579834
	Iteration 4Q: 3 clusters Score -2161186 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2161472.250000 Penalty: 3178.579834
	Iteration 5Q: 3 clusters Score -2161472 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2161753.500000 Penalty: 3178.579834
	Iteration 6Q: 3 clusters Score -2161754 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2162058.000000 Penalty: 3178.579834
	Iteration 7Q: 3 clusters Score -2162058 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2162445.000000 Penalty: 3178.579834
	Iteration 8Q: 3 clusters Score -2162445 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2162925.000000 Penalty: 3178.579834
	Iteration 9Q: 3 clusters Score -2162925 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2163477.750000 Penalty: 3178.579834
	Iteration 10Q: 3 clusters Score -2163478 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2163975.500000 Penalty: 3178.579834
	Iteration 11Q: 3 clusters Score -2163976 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2164420.250000 Penalty: 3178.579834
	Iteration 12Q: 3 clusters Score -2164420 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2164753.000000 Penalty: 3178.579834
	Iteration 13Q: 3 clusters Score -2164753 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2165006.750000 Penalty: 3178.579834
	Iteration 14Q: 3 clusters Score -2165007 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2165206.750000 Penalty: 3178.579834
	Iteration 15Q: 3 clusters Score -2165207 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2165382.250000 Penalty: 3178.579834
	Iteration 16Q: 3 clusters Score -2165382 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2165545.250000 Penalty: 3178.579834
	Iteration 17Q: 3 clusters Score -2165545 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2165705.000000 Penalty: 3178.579834
	Iteration 18Q: 3 clusters Score -2165705 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2165835.250000 Penalty: 3178.579834
	Iteration 19Q: 3 clusters Score -2165835 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2165968.750000 Penalty: 3178.579834
	Iteration 20F: 3 clusters Score -2165969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2166072.750000 Penalty: 3178.579834
	Iteration 21Q: 3 clusters Score -2166073 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2166156.250000 Penalty: 3178.579834
	Iteration 22Q: 3 clusters Score -2166156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2166216.000000 Penalty: 3178.579834
	Iteration 23Q: 3 clusters Score -2166216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2166273.250000 Penalty: 3178.579834
	Iteration 24Q: 3 clusters Score -2166273 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2166317.500000 Penalty: 3178.579834
	Iteration 25Q: 3 clusters Score -2166318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2166365.500000 Penalty: 3178.579834
	Iteration 26Q: 3 clusters Score -2166366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2166400.250000 Penalty: 3178.579834
	Iteration 27Q: 3 clusters Score -2166400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2166423.500000 Penalty: 3178.579834
	Iteration 28Q: 3 clusters Score -2166424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2166440.250000 Penalty: 3178.579834
	Iteration 29Q: 3 clusters Score -2166440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2166453.250000 Penalty: 3178.579834
	Iteration 30Q: 3 clusters Score -2166453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2166461.500000 Penalty: 3178.579834
	Iteration 31Q: 3 clusters Score -2166462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2166466.500000 Penalty: 3178.579834
	Iteration 32Q: 3 clusters Score -2166466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2166473.750000 Penalty: 3178.579834
	Iteration 33Q: 3 clusters Score -2166474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2166478.500000 Penalty: 3178.579834
	Iteration 34Q: 3 clusters Score -2166478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2166481.500000 Penalty: 3178.579834
	Iteration 35Q: 3 clusters Score -2166482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2166484.500000 Penalty: 3178.579834
	Iteration 36Q: 3 clusters Score -2166484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2166490.000000 Penalty: 3178.579834
	Iteration 37Q: 3 clusters Score -2166490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2166493.000000 Penalty: 3178.579834
	Iteration 38Q: 3 clusters Score -2166493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2166497.500000 Penalty: 3178.579834
	Iteration 39Q: 3 clusters Score -2166498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2166497.750000 Penalty: 3178.579834
	Iteration 40F: 3 clusters Score -2166498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -876781.125000 Penalty: 1441.801880
	Iteration 0F: 2 clusters Score -876781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -871461.375000 Penalty: 2883.603760
	Iteration 0F: 3 clusters Score -871461.4 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -873161.187500 Penalty: 2883.603760
	Iteration 1F: 3 clusters Score -873161.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -873421.000000 Penalty: 2883.603760
	Iteration 2F: 3 clusters Score -873421 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -873647.687500 Penalty: 2883.603760
	Iteration 3F: 3 clusters Score -873647.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -873857.375000 Penalty: 2883.603760
	Iteration 4F: 3 clusters Score -873857.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -874059.312500 Penalty: 2883.603760
	Iteration 5Q: 3 clusters Score -874059.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -874314.562500 Penalty: 2883.603760
	Iteration 6F: 3 clusters Score -874314.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -874593.687500 Penalty: 2883.603760
	Iteration 7F: 3 clusters Score -874593.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -874873.750000 Penalty: 2883.603760
	Iteration 8Q: 3 clusters Score -874873.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -875130.437500 Penalty: 2883.603760
	Iteration 9Q: 3 clusters Score -875130.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -875338.250000 Penalty: 2883.603760
	Iteration 10Q: 3 clusters Score -875338.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -875427.812500 Penalty: 2883.603760
	Iteration 11Q: 3 clusters Score -875427.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -875486.250000 Penalty: 2883.603760
	Iteration 12Q: 3 clusters Score -875486.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -875524.500000 Penalty: 2883.603760
	Iteration 13Q: 3 clusters Score -875524.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -875564.000000 Penalty: 2883.603760
	Iteration 14Q: 3 clusters Score -875564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -875588.312500 Penalty: 2883.603760
	Iteration 15Q: 3 clusters Score -875588.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -875617.562500 Penalty: 2883.603760
	Iteration 16Q: 3 clusters Score -875617.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -875652.500000 Penalty: 2883.603760
	Iteration 17Q: 3 clusters Score -875652.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -875669.375000 Penalty: 2883.603760
	Iteration 18Q: 3 clusters Score -875669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -875684.125000 Penalty: 2883.603760
	Iteration 19Q: 3 clusters Score -875684.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -875693.937500 Penalty: 2883.603760
	Iteration 20F: 3 clusters Score -875693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -875697.937500 Penalty: 2883.603760
	Iteration 21Q: 3 clusters Score -875697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -875701.437500 Penalty: 2883.603760
	Iteration 22Q: 3 clusters Score -875701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -875702.687500 Penalty: 2883.603760
	Iteration 23Q: 3 clusters Score -875702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -875707.437500 Penalty: 2883.603760
	Iteration 24Q: 3 clusters Score -875707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -875709.437500 Penalty: 2883.603760
	Iteration 25Q: 3 clusters Score -875709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -875711.125000 Penalty: 2883.603760
	Iteration 26Q: 3 clusters Score -875711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -875715.187500 Penalty: 2883.603760
	Iteration 27Q: 3 clusters Score -875715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -875718.937500 Penalty: 2883.603760
	Iteration 28Q: 3 clusters Score -875718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -875725.437500 Penalty: 2883.603760
	Iteration 29Q: 3 clusters Score -875725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -875728.000000 Penalty: 2883.603760
	Iteration 30Q: 3 clusters Score -875728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -875736.437500 Penalty: 2883.603760
	Iteration 31Q: 3 clusters Score -875736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -875742.625000 Penalty: 2883.603760
	Iteration 32Q: 3 clusters Score -875742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -875742.312500 Penalty: 2883.603760
	Iteration 33Q: 3 clusters Score -875742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -875743.187500 Penalty: 2883.603760
	Iteration 34Q: 3 clusters Score -875743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -875743.437500 Penalty: 2883.603760
	Iteration 35Q: 3 clusters Score -875743.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -875743.437500 Penalty: 2883.603760
	Iteration 36F: 3 clusters Score -875743.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 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 215 members 
Entering Unmasked Estep 
Score: -50702.738281 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50702.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50856.230469 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50856.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50895.750000 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -50895.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50916.582031 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50916.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50936.429688 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50936.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50948.316406 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50948.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50956.476562 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -50956.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50963.832031 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -50963.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50968.019531 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -50968.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50977.839844 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -50977.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50995.660156 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -50995.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50998.773438 Penalty: 1989.096680
	Iteration 11Q: 3 clusters Score -50998.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50998.773438 Penalty: 1989.096680
	Iteration 12F: 3 clusters Score -50998.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -141343.125000 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -141343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139752.578125 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -139752.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140236.734375 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -140236.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -140478.625000 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -140478.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -140631.984375 Penalty: 2318.580566
	Iteration 3F: 3 clusters Score -140632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -140721.062500 Penalty: 2318.580566
	Iteration 4F: 3 clusters Score -140721.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -140765.390625 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -140765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -140782.531250 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -140782.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -140792.171875 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -140792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -140797.515625 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -140797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -140802.328125 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -140802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140808.734375 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -140808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140809.109375 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -140809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140809.609375 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -140809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140809.609375 Penalty: 2318.580566
	Iteration 13F: 3 clusters Score -140809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6128.741211 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6128.741 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6312.091797 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6312.092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6331.622070 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -6331.622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6344.419434 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6344.419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6344.419434 Penalty: 1717.041138
	Iteration 4F: 3 clusters Score -6344.419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (113349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Entering Unmasked Estep 
Score: -14284420.000000 Penalty: 1891.211792
	Iteration 0F: 2 clusters Score -1.428442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -14211635.000000 Penalty: 3782.423584
	Iteration 0F: 3 clusters Score -1.421164e+07 nChanged 54579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -14243421.000000 Penalty: 3782.423584
	Iteration 1F: 3 clusters Score -1.424342e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -14244094.000000 Penalty: 3782.423584
	Iteration 2Q: 3 clusters Score -1.424409e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -14244962.000000 Penalty: 3782.423584
	Iteration 3Q: 3 clusters Score -1.424496e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -14246254.000000 Penalty: 3782.423584
	Iteration 4Q: 3 clusters Score -1.424625e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -14248262.000000 Penalty: 3782.423584
	Iteration 5Q: 3 clusters Score -1.424826e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -14252000.000000 Penalty: 3782.423584
	Iteration 6F: 3 clusters Score -1.4252e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -14257763.000000 Penalty: 3782.423584
	Iteration 7F: 3 clusters Score -1.425776e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -14264881.000000 Penalty: 3782.423584
	Iteration 8F: 3 clusters Score -1.426488e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -14270970.000000 Penalty: 3782.423584
	Iteration 9F: 3 clusters Score -1.427097e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -14274753.000000 Penalty: 3782.423584
	Iteration 10Q: 3 clusters Score -1.427475e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -14277319.000000 Penalty: 3782.423584
	Iteration 11Q: 3 clusters Score -1.427732e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -14279008.000000 Penalty: 3782.423584
	Iteration 12Q: 3 clusters Score -1.427901e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -14280192.000000 Penalty: 3782.423584
	Iteration 13Q: 3 clusters Score -1.428019e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -14280945.000000 Penalty: 3782.423584
	Iteration 14Q: 3 clusters Score -1.428094e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -14281501.000000 Penalty: 3782.423584
	Iteration 15Q: 3 clusters Score -1.42815e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -14281919.000000 Penalty: 3782.423584
	Iteration 16Q: 3 clusters Score -1.428192e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -14282254.000000 Penalty: 3782.423584
	Iteration 17Q: 3 clusters Score -1.428225e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -14282419.000000 Penalty: 3782.423584
	Iteration 18Q: 3 clusters Score -1.428242e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110996 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -14282549.000000 Penalty: 3782.423584
	Iteration 19Q: 3 clusters Score -1.428255e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -14282611.000000 Penalty: 3782.423584
	Iteration 20F: 3 clusters Score -1.428261e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -14282672.000000 Penalty: 3782.423584
	Iteration 21Q: 3 clusters Score -1.428267e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -14282748.000000 Penalty: 3782.423584
	Iteration 22Q: 3 clusters Score -1.428275e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14282809.000000 Penalty: 3782.423584
	Iteration 23Q: 3 clusters Score -1.428281e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -14282869.000000 Penalty: 3782.423584
	Iteration 24Q: 3 clusters Score -1.428287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14282863.000000 Penalty: 3782.423584
	Iteration 25Q: 3 clusters Score -1.428286e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14282895.000000 Penalty: 3782.423584
	Iteration 26Q: 3 clusters Score -1.42829e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14282906.000000 Penalty: 3782.423584
	Iteration 27Q: 3 clusters Score -1.428291e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -14282919.000000 Penalty: 3782.423584
	Iteration 28Q: 3 clusters Score -1.428292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14282951.000000 Penalty: 3782.423584
	Iteration 29Q: 3 clusters Score -1.428295e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112379 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14282975.000000 Penalty: 3782.423584
	Iteration 30Q: 3 clusters Score -1.428298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14282991.000000 Penalty: 3782.423584
	Iteration 31Q: 3 clusters Score -1.428299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14283006.000000 Penalty: 3782.423584
	Iteration 32Q: 3 clusters Score -1.428301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -14283024.000000 Penalty: 3782.423584
	Iteration 33Q: 3 clusters Score -1.428302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112477 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14282999.000000 Penalty: 3782.423584
	Iteration 34Q: 3 clusters Score -1.4283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14283013.000000 Penalty: 3782.423584
	Iteration 35Q: 3 clusters Score -1.428301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112511 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14283008.000000 Penalty: 3782.423584
	Iteration 36Q: 3 clusters Score -1.428301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14283019.000000 Penalty: 3782.423584
	Iteration 37Q: 3 clusters Score -1.428302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14283033.000000 Penalty: 3782.423584
	Iteration 38Q: 3 clusters Score -1.428303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112532 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14283036.000000 Penalty: 3782.423584
	Iteration 39Q: 3 clusters Score -1.428304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112542 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14283025.000000 Penalty: 3782.423584
	Iteration 40F: 3 clusters Score -1.428302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14283035.000000 Penalty: 3782.423584
	Iteration 41Q: 3 clusters Score -1.428304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14283023.000000 Penalty: 3782.423584
	Iteration 42Q: 3 clusters Score -1.428302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14283037.000000 Penalty: 3782.423584
	Iteration 43Q: 3 clusters Score -1.428304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112558 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14283041.000000 Penalty: 3782.423584
	Iteration 44Q: 3 clusters Score -1.428304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14283048.000000 Penalty: 3782.423584
	Iteration 45Q: 3 clusters Score -1.428305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14283050.000000 Penalty: 3782.423584
	Iteration 46Q: 3 clusters Score -1.428305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14283049.000000 Penalty: 3782.423584
	Iteration 47Q: 3 clusters Score -1.428305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14283042.000000 Penalty: 3782.423584
	Iteration 48Q: 3 clusters Score -1.428304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14283045.000000 Penalty: 3782.423584
	Iteration 49Q: 3 clusters Score -1.428304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14283044.000000 Penalty: 3782.423584
	Iteration 50Q: 3 clusters Score -1.428304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14283049.000000 Penalty: 3782.423584
	Iteration 51Q: 3 clusters Score -1.428305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112567 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14283053.000000 Penalty: 3782.423584
	Iteration 52Q: 3 clusters Score -1.428305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112567 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14283048.000000 Penalty: 3782.423584
	Iteration 53Q: 3 clusters Score -1.428305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14283056.000000 Penalty: 3782.423584
	Iteration 54Q: 3 clusters Score -1.428306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112567 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14283054.000000 Penalty: 3782.423584
	Iteration 55Q: 3 clusters Score -1.428305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14283052.000000 Penalty: 3782.423584
	Iteration 56Q: 3 clusters Score -1.428305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14283052.000000 Penalty: 3782.423584
	Iteration 57F: 3 clusters Score -1.428305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50060.535156 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50060.54 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50200.628906 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50200.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50238.375000 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -50238.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50251.539062 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50251.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50266.804688 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50301.890625 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50301.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50322.570312 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50322.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50336.781250 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50336.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50357.160156 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50357.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50366.363281 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -50366.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50370.773438 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -50370.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50370.773438 Penalty: 1981.143066
	Iteration 11F: 3 clusters Score -50370.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (84772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Entering Unmasked Estep 
Score: -10764067.000000 Penalty: 1844.004517
	Iteration 0F: 2 clusters Score -1.076407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -10708440.000000 Penalty: 3688.009033
	Iteration 0F: 3 clusters Score -1.070844e+07 nChanged 40251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -10731629.000000 Penalty: 3688.009033
	Iteration 1F: 3 clusters Score -1.073163e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -10732232.000000 Penalty: 3688.009033
	Iteration 2Q: 3 clusters Score -1.073223e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -10732938.000000 Penalty: 3688.009033
	Iteration 3Q: 3 clusters Score -1.073294e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -10734011.000000 Penalty: 3688.009033
	Iteration 4Q: 3 clusters Score -1.073401e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -10735487.000000 Penalty: 3688.009033
	Iteration 5Q: 3 clusters Score -1.073549e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -10737793.000000 Penalty: 3688.009033
	Iteration 6Q: 3 clusters Score -1.073779e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -10741404.000000 Penalty: 3688.009033
	Iteration 7F: 3 clusters Score -1.07414e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -10745773.000000 Penalty: 3688.009033
	Iteration 8F: 3 clusters Score -1.074577e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -10749222.000000 Penalty: 3688.009033
	Iteration 9F: 3 clusters Score -1.074922e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -10750880.000000 Penalty: 3688.009033
	Iteration 10Q: 3 clusters Score -1.075088e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -10751495.000000 Penalty: 3688.009033
	Iteration 11Q: 3 clusters Score -1.07515e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -10751801.000000 Penalty: 3688.009033
	Iteration 12Q: 3 clusters Score -1.07518e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -10752027.000000 Penalty: 3688.009033
	Iteration 13Q: 3 clusters Score -1.075203e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -10752230.000000 Penalty: 3688.009033
	Iteration 14Q: 3 clusters Score -1.075223e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -10752547.000000 Penalty: 3688.009033
	Iteration 15Q: 3 clusters Score -1.075255e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -10752733.000000 Penalty: 3688.009033
	Iteration 16Q: 3 clusters Score -1.075273e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -10752989.000000 Penalty: 3688.009033
	Iteration 17Q: 3 clusters Score -1.075299e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -10753318.000000 Penalty: 3688.009033
	Iteration 18Q: 3 clusters Score -1.075332e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -10753715.000000 Penalty: 3688.009033
	Iteration 19Q: 3 clusters Score -1.075372e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -10754153.000000 Penalty: 3688.009033
	Iteration 20F: 3 clusters Score -1.075415e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -10754661.000000 Penalty: 3688.009033
	Iteration 21Q: 3 clusters Score -1.075466e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -10755254.000000 Penalty: 3688.009033
	Iteration 22Q: 3 clusters Score -1.075525e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -10755912.000000 Penalty: 3688.009033
	Iteration 23Q: 3 clusters Score -1.075591e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -10756638.000000 Penalty: 3688.009033
	Iteration 24Q: 3 clusters Score -1.075664e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -10757354.000000 Penalty: 3688.009033
	Iteration 25Q: 3 clusters Score -1.075735e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -10758121.000000 Penalty: 3688.009033
	Iteration 26Q: 3 clusters Score -1.075812e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -10758877.000000 Penalty: 3688.009033
	Iteration 27Q: 3 clusters Score -1.075888e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -10759635.000000 Penalty: 3688.009033
	Iteration 28Q: 3 clusters Score -1.075964e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -10760307.000000 Penalty: 3688.009033
	Iteration 29Q: 3 clusters Score -1.076031e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -10760798.000000 Penalty: 3688.009033
	Iteration 30Q: 3 clusters Score -1.07608e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -10761194.000000 Penalty: 3688.009033
	Iteration 31Q: 3 clusters Score -1.076119e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -10761548.000000 Penalty: 3688.009033
	Iteration 32Q: 3 clusters Score -1.076155e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 82935 members 
Entering Unmasked Estep 
Score: -10761856.000000 Penalty: 3688.009033
	Iteration 33Q: 3 clusters Score -1.076186e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -10762070.000000 Penalty: 3688.009033
	Iteration 34Q: 3 clusters Score -1.076207e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -10762232.000000 Penalty: 3688.009033
	Iteration 35Q: 3 clusters Score -1.076223e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -10762338.000000 Penalty: 3688.009033
	Iteration 36Q: 3 clusters Score -1.076234e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -10762434.000000 Penalty: 3688.009033
	Iteration 37Q: 3 clusters Score -1.076243e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -10762467.000000 Penalty: 3688.009033
	Iteration 38Q: 3 clusters Score -1.076247e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -10762496.000000 Penalty: 3688.009033
	Iteration 39Q: 3 clusters Score -1.07625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -10762510.000000 Penalty: 3688.009033
	Iteration 40F: 3 clusters Score -1.076251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -10762511.000000 Penalty: 3688.009033
	Iteration 41Q: 3 clusters Score -1.076251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -10762528.000000 Penalty: 3688.009033
	Iteration 42Q: 3 clusters Score -1.076253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -10762546.000000 Penalty: 3688.009033
	Iteration 43Q: 3 clusters Score -1.076255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -10762547.000000 Penalty: 3688.009033
	Iteration 44Q: 3 clusters Score -1.076255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -10762557.000000 Penalty: 3688.009033
	Iteration 45Q: 3 clusters Score -1.076256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -10762568.000000 Penalty: 3688.009033
	Iteration 46Q: 3 clusters Score -1.076257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -10762574.000000 Penalty: 3688.009033
	Iteration 47Q: 3 clusters Score -1.076257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -10762574.000000 Penalty: 3688.009033
	Iteration 48Q: 3 clusters Score -1.076257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -10762568.000000 Penalty: 3688.009033
	Iteration 49Q: 3 clusters Score -1.076257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -10762564.000000 Penalty: 3688.009033
	Iteration 50Q: 3 clusters Score -1.076256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -10762574.000000 Penalty: 3688.009033
	Iteration 51Q: 3 clusters Score -1.076257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -10762572.000000 Penalty: 3688.009033
	Iteration 52Q: 3 clusters Score -1.076257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -10762573.000000 Penalty: 3688.009033
	Iteration 53Q: 3 clusters Score -1.076257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -10762577.000000 Penalty: 3688.009033
	Iteration 54Q: 3 clusters Score -1.076258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -10762576.000000 Penalty: 3688.009033
	Iteration 55Q: 3 clusters Score -1.076258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -10762576.000000 Penalty: 3688.009033
	Iteration 56Q: 3 clusters Score -1.076258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -10762579.000000 Penalty: 3688.009033
	Iteration 57Q: 3 clusters Score -1.076258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -10762578.000000 Penalty: 3688.009033
	Iteration 58Q: 3 clusters Score -1.076258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -10762579.000000 Penalty: 3688.009033
	Iteration 59Q: 3 clusters Score -1.076258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -10762576.000000 Penalty: 3688.009033
	Iteration 60F: 3 clusters Score -1.076258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -10762582.000000 Penalty: 3688.009033
	Iteration 61Q: 3 clusters Score -1.076258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -10762589.000000 Penalty: 3688.009033
	Iteration 62Q: 3 clusters Score -1.076259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -10762581.000000 Penalty: 3688.009033
	Iteration 63Q: 3 clusters Score -1.076258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -10762577.000000 Penalty: 3688.009033
	Iteration 64Q: 3 clusters Score -1.076258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -10762577.000000 Penalty: 3688.009033
	Iteration 65F: 3 clusters Score -1.076258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33900 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31392 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113505 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 109317 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 125832 members 
Mstep: Class 16 contains 21158 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85486 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39170 members 
Mstep: Class 24 contains 12281 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 1866 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83570 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33569 members 
Mstep: Class 34 contains 56891 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17681 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 113349 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758160.000000 Penalty: 99821.273438
Iteration 239Q: 45 clusters Score -1.417582e+08 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33898 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31944 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112949 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 14458 members 
Mstep: Class 11 contains 109237 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 18846 members 
Mstep: Class 15 contains 124760 members 
Mstep: Class 16 contains 20817 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85343 members 
Mstep: Class 20 contains 13825 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39142 members 
Mstep: Class 24 contains 12333 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 17962 members 
Mstep: Class 27 contains 1867 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83380 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33631 members 
Mstep: Class 34 contains 61262 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17704 members 
Mstep: Class 37 contains 7190 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 114294 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84316 members 
Mstep: Class 44 contains 67144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762832.000000 Penalty: 99821.273438
Iteration 240F: 45 clusters Score -1.417628e+08 nChanged 18350
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33901 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32030 members 
Mstep: Class 6 contains 4017 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110916 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 14392 members 
Mstep: Class 11 contains 108687 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 5296 members 
Mstep: Class 14 contains 18585 members 
Mstep: Class 15 contains 122059 members 
Mstep: Class 16 contains 20513 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 84965 members 
Mstep: Class 20 contains 13802 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 39040 members 
Mstep: Class 24 contains 12334 members 
Mstep: Class 25 contains 8230 members 
Mstep: Class 26 contains 17939 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82408 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33432 members 
Mstep: Class 34 contains 65104 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17507 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 112707 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 83370 members 
Mstep: Class 44 contains 73562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141767392.000000 Penalty: 99821.273438
Iteration 241Q: 45 clusters Score -1.417674e+08 nChanged 17617
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33898 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31985 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109151 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 14329 members 
Mstep: Class 11 contains 108102 members 
Mstep: Class 12 contains 4951 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 18356 members 
Mstep: Class 15 contains 119421 members 
Mstep: Class 16 contains 20227 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 84415 members 
Mstep: Class 20 contains 13762 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 12327 members 
Mstep: Class 25 contains 8230 members 
Mstep: Class 26 contains 17859 members 
Mstep: Class 27 contains 1869 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81281 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33202 members 
Mstep: Class 34 contains 69270 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17365 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 111487 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 81979 members 
Mstep: Class 44 contains 79925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141770688.000000 Penalty: 99821.273438
Iteration 242Q: 45 clusters Score -1.417707e+08 nChanged 18700
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33887 members 
Mstep: Class 3 contains 8193 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31900 members 
Mstep: Class 6 contains 4003 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107685 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 14276 members 
Mstep: Class 11 contains 107474 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 18182 members 
Mstep: Class 15 contains 116774 members 
Mstep: Class 16 contains 19999 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 83801 members 
Mstep: Class 20 contains 13727 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38867 members 
Mstep: Class 24 contains 12321 members 
Mstep: Class 25 contains 8211 members 
Mstep: Class 26 contains 17780 members 
Mstep: Class 27 contains 1872 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 80065 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32968 members 
Mstep: Class 34 contains 73297 members 
Mstep: Class 35 contains 536 members 
Mstep: Class 36 contains 17236 members 
Mstep: Class 37 contains 7153 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 110507 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 80009 members 
Mstep: Class 44 contains 86596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141773760.000000 Penalty: 99821.273438
Iteration 243Q: 45 clusters Score -1.417738e+08 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33870 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31813 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106286 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 106889 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 18056 members 
Mstep: Class 15 contains 114244 members 
Mstep: Class 16 contains 19806 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 83159 members 
Mstep: Class 20 contains 13713 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38760 members 
Mstep: Class 24 contains 12318 members 
Mstep: Class 25 contains 8180 members 
Mstep: Class 26 contains 17723 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 78892 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32803 members 
Mstep: Class 34 contains 77060 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17160 members 
Mstep: Class 37 contains 7143 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 109661 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 77330 members 
Mstep: Class 44 contains 93654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141777104.000000 Penalty: 99821.273438
Iteration 244Q: 45 clusters Score -1.417771e+08 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33836 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31713 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104965 members 
Mstep: Class 9 contains 5509 members 
Mstep: Class 10 contains 14157 members 
Mstep: Class 11 contains 106357 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5285 members 
Mstep: Class 14 contains 18000 members 
Mstep: Class 15 contains 111996 members 
Mstep: Class 16 contains 19612 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 82456 members 
Mstep: Class 20 contains 13709 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38668 members 
Mstep: Class 24 contains 12317 members 
Mstep: Class 25 contains 8156 members 
Mstep: Class 26 contains 17685 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 77701 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32583 members 
Mstep: Class 34 contains 80516 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17070 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 109039 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 74038 members 
Mstep: Class 44 contains 101047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141779248.000000 Penalty: 99821.273438
Iteration 245Q: 45 clusters Score -1.417792e+08 nChanged 23316
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33797 members 
Mstep: Class 3 contains 8174 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31552 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 103713 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 14125 members 
Mstep: Class 11 contains 105825 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 5274 members 
Mstep: Class 14 contains 18025 members 
Mstep: Class 15 contains 110430 members 
Mstep: Class 16 contains 19424 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 81795 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38585 members 
Mstep: Class 24 contains 12295 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 17665 members 
Mstep: Class 27 contains 1872 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 76394 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32279 members 
Mstep: Class 34 contains 81971 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16936 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1265 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 109640 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 70470 members 
Mstep: Class 44 contains 108872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141779056.000000 Penalty: 99821.273438
Iteration 246Q: 45 clusters Score -1.417791e+08 nChanged 24144
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33767 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31328 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102893 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 14096 members 
Mstep: Class 11 contains 105348 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 13 contains 5269 members 
Mstep: Class 14 contains 18141 members 
Mstep: Class 15 contains 109651 members 
Mstep: Class 16 contains 19189 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 81176 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38493 members 
Mstep: Class 24 contains 12297 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 17652 members 
Mstep: Class 27 contains 1872 members 
Mstep: Class 28 contains 2342 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 75187 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31970 members 
Mstep: Class 34 contains 81007 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16892 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 111036 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 67326 members 
Mstep: Class 44 contains 116373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141777744.000000 Penalty: 99821.273438
Iteration 247Q: 45 clusters Score -1.417777e+08 nChanged 18934
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33743 members 
Mstep: Class 3 contains 8174 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102395 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 105133 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 5257 members 
Mstep: Class 14 contains 18293 members 
Mstep: Class 15 contains 109838 members 
Mstep: Class 16 contains 18933 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 13771 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38466 members 
Mstep: Class 24 contains 12297 members 
Mstep: Class 25 contains 8114 members 
Mstep: Class 26 contains 17626 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 74408 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31735 members 
Mstep: Class 34 contains 80751 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16875 members 
Mstep: Class 37 contains 7071 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 110940 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 64740 members 
Mstep: Class 44 contains 121897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774576.000000 Penalty: 99821.273438
Iteration 248Q: 45 clusters Score -1.417746e+08 nChanged 16742
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33712 members 
Mstep: Class 3 contains 8173 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30575 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102144 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 14177 members 
Mstep: Class 11 contains 105303 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 18487 members 
Mstep: Class 15 contains 110569 members 
Mstep: Class 16 contains 18669 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 80353 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38429 members 
Mstep: Class 24 contains 12295 members 
Mstep: Class 25 contains 8108 members 
Mstep: Class 26 contains 17619 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 73988 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31620 members 
Mstep: Class 34 contains 80936 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16904 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 109447 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 62465 members 
Mstep: Class 44 contains 126190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141769936.000000 Penalty: 99821.273438
Iteration 249Q: 45 clusters Score -1.417699e+08 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33690 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30268 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102214 members 
Mstep: Class 9 contains 5521 members 
Mstep: Class 10 contains 14211 members 
Mstep: Class 11 contains 105551 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 18655 members 
Mstep: Class 15 contains 111672 members 
Mstep: Class 16 contains 18419 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 80090 members 
Mstep: Class 20 contains 13807 members 
Mstep: Class 21 contains 2215 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38414 members 
Mstep: Class 24 contains 12295 members 
Mstep: Class 25 contains 8121 members 
Mstep: Class 26 contains 17631 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 73798 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31616 members 
Mstep: Class 34 contains 81142 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16960 members 
Mstep: Class 37 contains 7091 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 107134 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 60542 members 
Mstep: Class 44 contains 129521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141765616.000000 Penalty: 99821.273438
Iteration 250Q: 45 clusters Score -1.417656e+08 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33650 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30105 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102586 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 14221 members 
Mstep: Class 11 contains 105856 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 18800 members 
Mstep: Class 15 contains 112916 members 
Mstep: Class 16 contains 18242 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 79942 members 
Mstep: Class 20 contains 13811 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38378 members 
Mstep: Class 24 contains 12301 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 17670 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 2338 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 73883 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31699 members 
Mstep: Class 34 contains 81028 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17024 members 
Mstep: Class 37 contains 7100 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 104727 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 58984 members 
Mstep: Class 44 contains 131799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761408.000000 Penalty: 99821.273438
Iteration 251Q: 45 clusters Score -1.417614e+08 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33613 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30045 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 103199 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 106180 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 18930 members 
Mstep: Class 15 contains 114381 members 
Mstep: Class 16 contains 18104 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 79846 members 
Mstep: Class 20 contains 13808 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38334 members 
Mstep: Class 24 contains 12296 members 
Mstep: Class 25 contains 8146 members 
Mstep: Class 26 contains 17705 members 
Mstep: Class 27 contains 1869 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 74075 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31781 members 
Mstep: Class 34 contains 80483 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17055 members 
Mstep: Class 37 contains 7118 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 102501 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 57743 members 
Mstep: Class 44 contains 133286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758320.000000 Penalty: 99821.273438
Iteration 252Q: 45 clusters Score -1.417583e+08 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33582 members 
Mstep: Class 3 contains 8169 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30077 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 103938 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 14266 members 
Mstep: Class 11 contains 106485 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 19070 members 
Mstep: Class 15 contains 115814 members 
Mstep: Class 16 contains 17990 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 79827 members 
Mstep: Class 20 contains 13805 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38280 members 
Mstep: Class 24 contains 12296 members 
Mstep: Class 25 contains 8153 members 
Mstep: Class 26 contains 17718 members 
Mstep: Class 27 contains 1868 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 74342 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31885 members 
Mstep: Class 34 contains 79598 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17116 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100631 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 56772 members 
Mstep: Class 44 contains 134112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141755520.000000 Penalty: 99821.273438
Iteration 253Q: 45 clusters Score -1.417555e+08 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33560 members 
Mstep: Class 3 contains 8169 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30183 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104677 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 14294 members 
Mstep: Class 11 contains 106741 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 19232 members 
Mstep: Class 15 contains 117234 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 79831 members 
Mstep: Class 20 contains 13792 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38237 members 
Mstep: Class 24 contains 12298 members 
Mstep: Class 25 contains 8164 members 
Mstep: Class 26 contains 17731 members 
Mstep: Class 27 contains 1869 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 74665 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31965 members 
Mstep: Class 34 contains 78464 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17150 members 
Mstep: Class 37 contains 7131 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99172 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 55981 members 
Mstep: Class 44 contains 134497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753824.000000 Penalty: 99821.273438
Iteration 254Q: 45 clusters Score -1.417538e+08 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 8169 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30334 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105452 members 
Mstep: Class 9 contains 5536 members 
Mstep: Class 10 contains 14328 members 
Mstep: Class 11 contains 106894 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 19376 members 
Mstep: Class 15 contains 118658 members 
Mstep: Class 16 contains 17832 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 79835 members 
Mstep: Class 20 contains 13792 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38188 members 
Mstep: Class 24 contains 12314 members 
Mstep: Class 25 contains 8164 members 
Mstep: Class 26 contains 17762 members 
Mstep: Class 27 contains 1869 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 75013 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32031 members 
Mstep: Class 34 contains 77150 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17179 members 
Mstep: Class 37 contains 7142 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98127 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 55281 members 
Mstep: Class 44 contains 134512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752752.000000 Penalty: 99821.273438
Iteration 255Q: 45 clusters Score -1.417528e+08 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33543 members 
Mstep: Class 3 contains 8169 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30541 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106172 members 
Mstep: Class 9 contains 5541 members 
Mstep: Class 10 contains 14369 members 
Mstep: Class 11 contains 106963 members 
Mstep: Class 12 contains 4998 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 19512 members 
Mstep: Class 15 contains 119979 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 79913 members 
Mstep: Class 20 contains 13794 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38138 members 
Mstep: Class 24 contains 12321 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 17804 members 
Mstep: Class 27 contains 1872 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 75349 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32079 members 
Mstep: Class 34 contains 75908 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17220 members 
Mstep: Class 37 contains 7157 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97412 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 54643 members 
Mstep: Class 44 contains 134168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751360.000000 Penalty: 99821.273438
Iteration 256Q: 45 clusters Score -1.417514e+08 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33531 members 
Mstep: Class 3 contains 8166 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30736 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106869 members 
Mstep: Class 9 contains 5543 members 
Mstep: Class 10 contains 14386 members 
Mstep: Class 11 contains 107010 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 19615 members 
Mstep: Class 15 contains 121238 members 
Mstep: Class 16 contains 17753 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 80036 members 
Mstep: Class 20 contains 13790 members 
Mstep: Class 21 contains 2224 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38084 members 
Mstep: Class 24 contains 12318 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 17846 members 
Mstep: Class 27 contains 1873 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 75658 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32088 members 
Mstep: Class 34 contains 74685 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17238 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97018 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 54126 members 
Mstep: Class 44 contains 133586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751440.000000 Penalty: 99821.273438
Iteration 257Q: 45 clusters Score -1.417514e+08 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33515 members 
Mstep: Class 3 contains 8162 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30916 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107444 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 14405 members 
Mstep: Class 11 contains 107023 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 19709 members 
Mstep: Class 15 contains 122268 members 
Mstep: Class 16 contains 17687 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 80209 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38051 members 
Mstep: Class 24 contains 12306 members 
Mstep: Class 25 contains 8194 members 
Mstep: Class 26 contains 17881 members 
Mstep: Class 27 contains 1874 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 75993 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32074 members 
Mstep: Class 34 contains 73498 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17268 members 
Mstep: Class 37 contains 7174 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96842 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 53696 members 
Mstep: Class 44 contains 133040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751664.000000 Penalty: 99821.273438
Iteration 258Q: 45 clusters Score -1.417517e+08 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33508 members 
Mstep: Class 3 contains 8159 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31079 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107962 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 14417 members 
Mstep: Class 11 contains 107032 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 5155 members 
Mstep: Class 14 contains 19806 members 
Mstep: Class 15 contains 123140 members 
Mstep: Class 16 contains 17622 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 80403 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38020 members 
Mstep: Class 24 contains 12303 members 
Mstep: Class 25 contains 8203 members 
Mstep: Class 26 contains 17904 members 
Mstep: Class 27 contains 1875 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 76285 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32047 members 
Mstep: Class 34 contains 72430 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17281 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1265 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96842 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 53347 members 
Mstep: Class 44 contains 132403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751616.000000 Penalty: 99821.273438
Iteration 259Q: 45 clusters Score -1.417516e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31227 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108391 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 14424 members 
Mstep: Class 11 contains 107035 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 19885 members 
Mstep: Class 15 contains 123853 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 80635 members 
Mstep: Class 20 contains 13784 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38000 members 
Mstep: Class 24 contains 12304 members 
Mstep: Class 25 contains 8202 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 76596 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32022 members 
Mstep: Class 34 contains 71560 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17294 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1265 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96932 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 53043 members 
Mstep: Class 44 contains 131685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753696.000000 Penalty: 99821.273438
Iteration 260F: 45 clusters Score -1.417537e+08 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33494 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31359 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108678 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 107035 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 19948 members 
Mstep: Class 15 contains 124404 members 
Mstep: Class 16 contains 17455 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 80862 members 
Mstep: Class 20 contains 13778 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37972 members 
Mstep: Class 24 contains 12300 members 
Mstep: Class 25 contains 8203 members 
Mstep: Class 26 contains 17948 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 76784 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31961 members 
Mstep: Class 34 contains 73127 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17280 members 
Mstep: Class 37 contains 7174 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1265 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97011 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 50196 members 
Mstep: Class 44 contains 131621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752160.000000 Penalty: 99821.273438
Iteration 261Q: 45 clusters Score -1.417522e+08 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33487 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31527 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109077 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 107085 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 20065 members 
Mstep: Class 15 contains 124902 members 
Mstep: Class 16 contains 17357 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 81091 members 
Mstep: Class 20 contains 13774 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37959 members 
Mstep: Class 24 contains 12294 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 17962 members 
Mstep: Class 27 contains 1875 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 77056 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31928 members 
Mstep: Class 34 contains 74249 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17280 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97012 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 47461 members 
Mstep: Class 44 contains 131639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751056.000000 Penalty: 99821.273438
Iteration 262Q: 45 clusters Score -1.417511e+08 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33480 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31720 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109456 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 14445 members 
Mstep: Class 11 contains 107198 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 20223 members 
Mstep: Class 15 contains 125240 members 
Mstep: Class 16 contains 17257 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 81351 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 2235 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37946 members 
Mstep: Class 24 contains 12288 members 
Mstep: Class 25 contains 8212 members 
Mstep: Class 26 contains 17963 members 
Mstep: Class 27 contains 1876 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 77376 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31896 members 
Mstep: Class 34 contains 75256 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17303 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97025 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 44831 members 
Mstep: Class 44 contains 131615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750096.000000 Penalty: 99821.273438
Iteration 263Q: 45 clusters Score -1.417501e+08 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33474 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31915 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109877 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 107281 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 20370 members 
Mstep: Class 15 contains 125646 members 
Mstep: Class 16 contains 17161 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 81581 members 
Mstep: Class 20 contains 13767 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37930 members 
Mstep: Class 24 contains 12280 members 
Mstep: Class 25 contains 8225 members 
Mstep: Class 26 contains 17966 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 77680 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31884 members 
Mstep: Class 34 contains 76183 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17324 members 
Mstep: Class 37 contains 7182 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97053 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 42278 members 
Mstep: Class 44 contains 131522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749504.000000 Penalty: 99821.273438
Iteration 264Q: 45 clusters Score -1.417495e+08 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33470 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32138 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110250 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 107391 members 
Mstep: Class 12 contains 4979 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 20522 members 
Mstep: Class 15 contains 126122 members 
Mstep: Class 16 contains 17046 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 81820 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37922 members 
Mstep: Class 24 contains 12278 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 17969 members 
Mstep: Class 27 contains 1876 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 78015 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31926 members 
Mstep: Class 34 contains 77024 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17339 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97099 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 39732 members 
Mstep: Class 44 contains 131366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748992.000000 Penalty: 99821.273438
Iteration 265Q: 45 clusters Score -1.41749e+08 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33469 members 
Mstep: Class 3 contains 8153 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32357 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110546 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 107509 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 20633 members 
Mstep: Class 15 contains 126606 members 
Mstep: Class 16 contains 16942 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 82043 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37908 members 
Mstep: Class 24 contains 12268 members 
Mstep: Class 25 contains 8228 members 
Mstep: Class 26 contains 17966 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 78402 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32008 members 
Mstep: Class 34 contains 77751 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17336 members 
Mstep: Class 37 contains 7192 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97225 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 37370 members 
Mstep: Class 44 contains 131115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748832.000000 Penalty: 99821.273438
Iteration 266Q: 45 clusters Score -1.417488e+08 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33472 members 
Mstep: Class 3 contains 8153 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32565 members 
Mstep: Class 6 contains 3701 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110749 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 107606 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 20772 members 
Mstep: Class 15 contains 127123 members 
Mstep: Class 16 contains 16842 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 82278 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37899 members 
Mstep: Class 24 contains 12271 members 
Mstep: Class 25 contains 8232 members 
Mstep: Class 26 contains 17966 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 78772 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32059 members 
Mstep: Class 34 contains 78278 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17334 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97384 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 35154 members 
Mstep: Class 44 contains 130955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748096.000000 Penalty: 99821.273438
Iteration 267Q: 45 clusters Score -1.417481e+08 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33478 members 
Mstep: Class 3 contains 8149 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32753 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110903 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 107693 members 
Mstep: Class 12 contains 4966 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 20900 members 
Mstep: Class 15 contains 127604 members 
Mstep: Class 16 contains 16750 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 82522 members 
Mstep: Class 20 contains 13705 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37878 members 
Mstep: Class 24 contains 12273 members 
Mstep: Class 25 contains 8232 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 79136 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32112 members 
Mstep: Class 34 contains 78694 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17352 members 
Mstep: Class 37 contains 7181 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97579 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 33106 members 
Mstep: Class 44 contains 130804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747728.000000 Penalty: 99821.273438
Iteration 268Q: 45 clusters Score -1.417477e+08 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33479 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32909 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111056 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 107787 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 21050 members 
Mstep: Class 15 contains 127944 members 
Mstep: Class 16 contains 16664 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 82786 members 
Mstep: Class 20 contains 13701 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37867 members 
Mstep: Class 24 contains 12275 members 
Mstep: Class 25 contains 8236 members 
Mstep: Class 26 contains 17970 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 79510 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32163 members 
Mstep: Class 34 contains 79006 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17359 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97847 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 31306 members 
Mstep: Class 44 contains 130554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747584.000000 Penalty: 99821.273438
Iteration 269Q: 45 clusters Score -1.417476e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33481 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33059 members 
Mstep: Class 6 contains 3658 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111154 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 107915 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 21192 members 
Mstep: Class 15 contains 128160 members 
Mstep: Class 16 contains 16554 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 83059 members 
Mstep: Class 20 contains 13698 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37866 members 
Mstep: Class 24 contains 12277 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 17987 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 79890 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32232 members 
Mstep: Class 34 contains 79243 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17360 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98153 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 29731 members 
Mstep: Class 44 contains 130241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747072.000000 Penalty: 99821.273438
Iteration 270Q: 45 clusters Score -1.417471e+08 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33489 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 3643 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111233 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 108014 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 21322 members 
Mstep: Class 15 contains 128343 members 
Mstep: Class 16 contains 16435 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 83337 members 
Mstep: Class 20 contains 13687 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37874 members 
Mstep: Class 24 contains 12290 members 
Mstep: Class 25 contains 8237 members 
Mstep: Class 26 contains 17998 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 80284 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32280 members 
Mstep: Class 34 contains 79309 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17377 members 
Mstep: Class 37 contains 7161 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98489 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 28305 members 
Mstep: Class 44 contains 130025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746160.000000 Penalty: 99821.273438
Iteration 271Q: 45 clusters Score -1.417462e+08 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33496 members 
Mstep: Class 3 contains 8137 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33344 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111349 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 108090 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 21432 members 
Mstep: Class 15 contains 128449 members 
Mstep: Class 16 contains 16316 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 83594 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37870 members 
Mstep: Class 24 contains 12294 members 
Mstep: Class 25 contains 8240 members 
Mstep: Class 26 contains 18014 members 
Mstep: Class 27 contains 1883 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 80676 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32405 members 
Mstep: Class 34 contains 79270 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17385 members 
Mstep: Class 37 contains 7158 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98810 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 26945 members 
Mstep: Class 44 contains 129892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746144.000000 Penalty: 99821.273438
Iteration 272Q: 45 clusters Score -1.417461e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33511 members 
Mstep: Class 3 contains 8136 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33455 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111533 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 14539 members 
Mstep: Class 11 contains 108151 members 
Mstep: Class 12 contains 4926 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 21537 members 
Mstep: Class 15 contains 128427 members 
Mstep: Class 16 contains 16193 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 83830 members 
Mstep: Class 20 contains 13683 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37864 members 
Mstep: Class 24 contains 12291 members 
Mstep: Class 25 contains 8244 members 
Mstep: Class 26 contains 18022 members 
Mstep: Class 27 contains 1882 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81077 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32546 members 
Mstep: Class 34 contains 79283 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17397 members 
Mstep: Class 37 contains 7152 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99134 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 25631 members 
Mstep: Class 44 contains 129758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745728.000000 Penalty: 99821.273438
Iteration 273Q: 45 clusters Score -1.417457e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33605 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111738 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 14538 members 
Mstep: Class 11 contains 108214 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 21650 members 
Mstep: Class 15 contains 128412 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 84049 members 
Mstep: Class 20 contains 13687 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37875 members 
Mstep: Class 24 contains 12299 members 
Mstep: Class 25 contains 8248 members 
Mstep: Class 26 contains 18017 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81455 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32664 members 
Mstep: Class 34 contains 79219 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17417 members 
Mstep: Class 37 contains 7146 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99409 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 24460 members 
Mstep: Class 44 contains 129579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745728.000000 Penalty: 99821.273438
Iteration 274Q: 45 clusters Score -1.417457e+08 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33524 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33744 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111916 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 14534 members 
Mstep: Class 11 contains 108301 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 128372 members 
Mstep: Class 16 contains 15976 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84264 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37885 members 
Mstep: Class 24 contains 12313 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 18026 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81841 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32768 members 
Mstep: Class 34 contains 79158 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17436 members 
Mstep: Class 37 contains 7148 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99652 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 23343 members 
Mstep: Class 44 contains 129386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745376.000000 Penalty: 99821.273438
Iteration 275Q: 45 clusters Score -1.417454e+08 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33526 members 
Mstep: Class 3 contains 8131 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33897 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112064 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 108350 members 
Mstep: Class 12 contains 4908 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 21900 members 
Mstep: Class 15 contains 128330 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84479 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37893 members 
Mstep: Class 24 contains 12309 members 
Mstep: Class 25 contains 8264 members 
Mstep: Class 26 contains 18044 members 
Mstep: Class 27 contains 1882 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82197 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32892 members 
Mstep: Class 34 contains 79108 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17445 members 
Mstep: Class 37 contains 7143 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99908 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 22267 members 
Mstep: Class 44 contains 129212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745248.000000 Penalty: 99821.273438
Iteration 276Q: 45 clusters Score -1.417452e+08 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33534 members 
Mstep: Class 3 contains 8130 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34052 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112218 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 108387 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 22029 members 
Mstep: Class 15 contains 128307 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 84673 members 
Mstep: Class 20 contains 13695 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37909 members 
Mstep: Class 24 contains 12308 members 
Mstep: Class 25 contains 8271 members 
Mstep: Class 26 contains 18049 members 
Mstep: Class 27 contains 1882 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82529 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33018 members 
Mstep: Class 34 contains 78986 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17441 members 
Mstep: Class 37 contains 7140 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100141 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 21317 members 
Mstep: Class 44 contains 129053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745232.000000 Penalty: 99821.273438
Iteration 277Q: 45 clusters Score -1.417452e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33542 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34202 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112341 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14498 members 
Mstep: Class 11 contains 108426 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 22129 members 
Mstep: Class 15 contains 128303 members 
Mstep: Class 16 contains 15670 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 84857 members 
Mstep: Class 20 contains 13698 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37939 members 
Mstep: Class 24 contains 12304 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18056 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82879 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33125 members 
Mstep: Class 34 contains 78869 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17439 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100369 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 20463 members 
Mstep: Class 44 contains 128861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745280.000000 Penalty: 99821.273438
Iteration 278Q: 45 clusters Score -1.417453e+08 nChanged 3860
Entering ConstructFrom: 
Score: -141745280.000000 Penalty: 99821.273438
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14757.538086 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14757.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15032.366211 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15032.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15187.806641 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15187.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15255.212891 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -15255.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15273.263672 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15273.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15280.438477 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15280.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15284.333008 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15284.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15303.174805 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -15303.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15309.433594 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -15309.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15316.360352 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -15316.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15390.764648 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -15390.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15392.855469 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -15392.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15397.838867 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -15397.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15403.778320 Penalty: 1892.489868
	Iteration 13F: 3 clusters Score -15403.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15428.959961 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -15428.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15485.895508 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -15485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15489.055664 Penalty: 1892.489868
	Iteration 16Q: 3 clusters Score -15489.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15490.698242 Penalty: 1892.489868
	Iteration 17F: 3 clusters Score -15490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15525.598633 Penalty: 1892.489868
	Iteration 18Q: 3 clusters Score -15525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15621.757812 Penalty: 1892.489868
	Iteration 19Q: 3 clusters Score -15621.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15653.297852 Penalty: 1892.489868
	Iteration 20F: 3 clusters Score -15653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15659.790039 Penalty: 1892.489868
	Iteration 21Q: 3 clusters Score -15659.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15662.866211 Penalty: 1892.489868
	Iteration 22Q: 3 clusters Score -15662.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15673.709961 Penalty: 1892.489868
	Iteration 23Q: 3 clusters Score -15673.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15673.709961 Penalty: 1892.489868
	Iteration 24F: 3 clusters Score -15673.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 128708 members 
Mstep: Class 45 contains 122 members 
Entering Unmasked Estep 
Score: -141743664.000000 Penalty: 102089.937500
Splitting cluster 1 changes total score from -141745280.000000 to -141743664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Entering Unmasked Estep 
Score: -4166803.250000 Penalty: 1693.369019
	Iteration 0F: 2 clusters Score -4166803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4144142.250000 Penalty: 3386.738037
	Iteration 0F: 3 clusters Score -4144142 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4153372.750000 Penalty: 3386.738037
	Iteration 1F: 3 clusters Score -4153373 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4153979.500000 Penalty: 3386.738037
	Iteration 2Q: 3 clusters Score -4153980 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4154634.750000 Penalty: 3386.738037
	Iteration 3Q: 3 clusters Score -4154635 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4155404.500000 Penalty: 3386.738037
	Iteration 4Q: 3 clusters Score -4155404 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -4156428.250000 Penalty: 3386.738037
	Iteration 5F: 3 clusters Score -4156428 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4157847.500000 Penalty: 3386.738037
	Iteration 6F: 3 clusters Score -4157848 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4159489.000000 Penalty: 3386.738037
	Iteration 7F: 3 clusters Score -4159489 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4160968.500000 Penalty: 3386.738037
	Iteration 8F: 3 clusters Score -4160968 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -4162022.000000 Penalty: 3386.738037
	Iteration 9Q: 3 clusters Score -4162022 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -4162702.500000 Penalty: 3386.738037
	Iteration 10Q: 3 clusters Score -4162702 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -4163150.250000 Penalty: 3386.738037
	Iteration 11Q: 3 clusters Score -4163150 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4163510.750000 Penalty: 3386.738037
	Iteration 12Q: 3 clusters Score -4163511 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4163793.500000 Penalty: 3386.738037
	Iteration 13Q: 3 clusters Score -4163794 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -4164113.500000 Penalty: 3386.738037
	Iteration 14Q: 3 clusters Score -4164114 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4164375.250000 Penalty: 3386.738037
	Iteration 15Q: 3 clusters Score -4164375 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4164606.500000 Penalty: 3386.738037
	Iteration 16Q: 3 clusters Score -4164606 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4164751.000000 Penalty: 3386.738037
	Iteration 17Q: 3 clusters Score -4164751 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4164885.250000 Penalty: 3386.738037
	Iteration 18Q: 3 clusters Score -4164885 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4164988.500000 Penalty: 3386.738037
	Iteration 19Q: 3 clusters Score -4164988 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4165040.500000 Penalty: 3386.738037
	Iteration 20F: 3 clusters Score -4165040 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4165105.000000 Penalty: 3386.738037
	Iteration 21Q: 3 clusters Score -4165105 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4165161.250000 Penalty: 3386.738037
	Iteration 22Q: 3 clusters Score -4165161 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4165193.750000 Penalty: 3386.738037
	Iteration 23Q: 3 clusters Score -4165194 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4165236.500000 Penalty: 3386.738037
	Iteration 24Q: 3 clusters Score -4165236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4165253.000000 Penalty: 3386.738037
	Iteration 25Q: 3 clusters Score -4165253 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -4165297.250000 Penalty: 3386.738037
	Iteration 26Q: 3 clusters Score -4165297 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -4165320.250000 Penalty: 3386.738037
	Iteration 27Q: 3 clusters Score -4165320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4165349.250000 Penalty: 3386.738037
	Iteration 28Q: 3 clusters Score -4165349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4165377.500000 Penalty: 3386.738037
	Iteration 29Q: 3 clusters Score -4165378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4165405.250000 Penalty: 3386.738037
	Iteration 30Q: 3 clusters Score -4165405 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4165429.500000 Penalty: 3386.738037
	Iteration 31Q: 3 clusters Score -4165430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4165443.250000 Penalty: 3386.738037
	Iteration 32Q: 3 clusters Score -4165443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4165470.000000 Penalty: 3386.738037
	Iteration 33Q: 3 clusters Score -4165470 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4165509.000000 Penalty: 3386.738037
	Iteration 34Q: 3 clusters Score -4165509 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4165519.000000 Penalty: 3386.738037
	Iteration 35Q: 3 clusters Score -4165519 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4165558.000000 Penalty: 3386.738037
	Iteration 36Q: 3 clusters Score -4165558 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4165601.500000 Penalty: 3386.738037
	Iteration 37Q: 3 clusters Score -4165602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4165613.250000 Penalty: 3386.738037
	Iteration 38Q: 3 clusters Score -4165613 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4165619.750000 Penalty: 3386.738037
	Iteration 39Q: 3 clusters Score -4165620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4165621.750000 Penalty: 3386.738037
	Iteration 40F: 3 clusters Score -4165622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4165643.000000 Penalty: 3386.738037
	Iteration 41Q: 3 clusters Score -4165643 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4165657.500000 Penalty: 3386.738037
	Iteration 42Q: 3 clusters Score -4165658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4165668.250000 Penalty: 3386.738037
	Iteration 43Q: 3 clusters Score -4165668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4165678.000000 Penalty: 3386.738037
	Iteration 44Q: 3 clusters Score -4165678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4165687.500000 Penalty: 3386.738037
	Iteration 45Q: 3 clusters Score -4165688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4165708.750000 Penalty: 3386.738037
	Iteration 46Q: 3 clusters Score -4165709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4165722.250000 Penalty: 3386.738037
	Iteration 47Q: 3 clusters Score -4165722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4165732.750000 Penalty: 3386.738037
	Iteration 48Q: 3 clusters Score -4165733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4165748.750000 Penalty: 3386.738037
	Iteration 49Q: 3 clusters Score -4165749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4165748.250000 Penalty: 3386.738037
	Iteration 50Q: 3 clusters Score -4165748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4165762.750000 Penalty: 3386.738037
	Iteration 51Q: 3 clusters Score -4165763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4165779.500000 Penalty: 3386.738037
	Iteration 52Q: 3 clusters Score -4165780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4165780.500000 Penalty: 3386.738037
	Iteration 53Q: 3 clusters Score -4165780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4165794.750000 Penalty: 3386.738037
	Iteration 54Q: 3 clusters Score -4165795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4165799.500000 Penalty: 3386.738037
	Iteration 55Q: 3 clusters Score -4165800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4165800.500000 Penalty: 3386.738037
	Iteration 56Q: 3 clusters Score -4165800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4165817.500000 Penalty: 3386.738037
	Iteration 57Q: 3 clusters Score -4165818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4165825.500000 Penalty: 3386.738037
	Iteration 58Q: 3 clusters Score -4165826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4165838.750000 Penalty: 3386.738037
	Iteration 59Q: 3 clusters Score -4165839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4165855.000000 Penalty: 3386.738037
	Iteration 60F: 3 clusters Score -4165855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4165865.500000 Penalty: 3386.738037
	Iteration 61Q: 3 clusters Score -4165866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4165888.250000 Penalty: 3386.738037
	Iteration 62Q: 3 clusters Score -4165888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4165905.000000 Penalty: 3386.738037
	Iteration 63Q: 3 clusters Score -4165905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4165917.500000 Penalty: 3386.738037
	Iteration 64Q: 3 clusters Score -4165918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4165939.750000 Penalty: 3386.738037
	Iteration 65Q: 3 clusters Score -4165940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4165979.750000 Penalty: 3386.738037
	Iteration 66Q: 3 clusters Score -4165980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4166013.000000 Penalty: 3386.738037
	Iteration 67Q: 3 clusters Score -4166013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4166035.250000 Penalty: 3386.738037
	Iteration 68Q: 3 clusters Score -4166035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4166057.750000 Penalty: 3386.738037
	Iteration 69Q: 3 clusters Score -4166058 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4166083.250000 Penalty: 3386.738037
	Iteration 70Q: 3 clusters Score -4166083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4166092.250000 Penalty: 3386.738037
	Iteration 71Q: 3 clusters Score -4166092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4166119.750000 Penalty: 3386.738037
	Iteration 72Q: 3 clusters Score -4166120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4166124.750000 Penalty: 3386.738037
	Iteration 73Q: 3 clusters Score -4166125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4166135.500000 Penalty: 3386.738037
	Iteration 74Q: 3 clusters Score -4166136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4166137.750000 Penalty: 3386.738037
	Iteration 75Q: 3 clusters Score -4166138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4166144.750000 Penalty: 3386.738037
	Iteration 76Q: 3 clusters Score -4166145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4166157.000000 Penalty: 3386.738037
	Iteration 77Q: 3 clusters Score -4166157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4166169.250000 Penalty: 3386.738037
	Iteration 78Q: 3 clusters Score -4166169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4166185.500000 Penalty: 3386.738037
	Iteration 79Q: 3 clusters Score -4166186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4166194.250000 Penalty: 3386.738037
	Iteration 80F: 3 clusters Score -4166194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4166203.250000 Penalty: 3386.738037
	Iteration 81Q: 3 clusters Score -4166203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4166220.750000 Penalty: 3386.738037
	Iteration 82Q: 3 clusters Score -4166221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4166219.250000 Penalty: 3386.738037
	Iteration 83Q: 3 clusters Score -4166219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4166218.250000 Penalty: 3386.738037
	Iteration 84Q: 3 clusters Score -4166218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4166221.000000 Penalty: 3386.738037
	Iteration 85Q: 3 clusters Score -4166221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4166230.500000 Penalty: 3386.738037
	Iteration 86Q: 3 clusters Score -4166230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4166229.250000 Penalty: 3386.738037
	Iteration 87Q: 3 clusters Score -4166229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4166232.750000 Penalty: 3386.738037
	Iteration 88Q: 3 clusters Score -4166233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4166230.250000 Penalty: 3386.738037
	Iteration 89Q: 3 clusters Score -4166230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4166228.500000 Penalty: 3386.738037
	Iteration 90Q: 3 clusters Score -4166228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4166234.000000 Penalty: 3386.738037
	Iteration 91Q: 3 clusters Score -4166234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4166231.750000 Penalty: 3386.738037
	Iteration 92Q: 3 clusters Score -4166232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4166242.000000 Penalty: 3386.738037
	Iteration 93Q: 3 clusters Score -4166242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4166249.250000 Penalty: 3386.738037
	Iteration 94Q: 3 clusters Score -4166249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4166252.500000 Penalty: 3386.738037
	Iteration 95Q: 3 clusters Score -4166252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4166257.000000 Penalty: 3386.738037
	Iteration 96Q: 3 clusters Score -4166257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4166251.000000 Penalty: 3386.738037
	Iteration 97Q: 3 clusters Score -4166251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4166255.000000 Penalty: 3386.738037
	Iteration 98Q: 3 clusters Score -4166255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4166254.500000 Penalty: 3386.738037
	Iteration 99Q: 3 clusters Score -4166254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4166250.500000 Penalty: 3386.738037
	Iteration 100F: 3 clusters Score -4166250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4166258.500000 Penalty: 3386.738037
	Iteration 101Q: 3 clusters Score -4166258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4166260.250000 Penalty: 3386.738037
	Iteration 102Q: 3 clusters Score -4166260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4166262.750000 Penalty: 3386.738037
	Iteration 103Q: 3 clusters Score -4166263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4166262.750000 Penalty: 3386.738037
	Iteration 104F: 3 clusters Score -4166263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -999604.812500 Penalty: 1462.898926
	Iteration 0F: 2 clusters Score -999604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -993625.437500 Penalty: 2925.797852
	Iteration 0F: 3 clusters Score -993625.4 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -995501.625000 Penalty: 2925.797852
	Iteration 1F: 3 clusters Score -995501.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -995748.500000 Penalty: 2925.797852
	Iteration 2F: 3 clusters Score -995748.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -995909.750000 Penalty: 2925.797852
	Iteration 3Q: 3 clusters Score -995909.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -996048.937500 Penalty: 2925.797852
	Iteration 4Q: 3 clusters Score -996048.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -996151.125000 Penalty: 2925.797852
	Iteration 5Q: 3 clusters Score -996151.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -996252.062500 Penalty: 2925.797852
	Iteration 6Q: 3 clusters Score -996252.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -996354.312500 Penalty: 2925.797852
	Iteration 7Q: 3 clusters Score -996354.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -996458.562500 Penalty: 2925.797852
	Iteration 8Q: 3 clusters Score -996458.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -996587.500000 Penalty: 2925.797852
	Iteration 9Q: 3 clusters Score -996587.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -996756.500000 Penalty: 2925.797852
	Iteration 10Q: 3 clusters Score -996756.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -996936.687500 Penalty: 2925.797852
	Iteration 11Q: 3 clusters Score -996936.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -997129.937500 Penalty: 2925.797852
	Iteration 12Q: 3 clusters Score -997129.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -997380.125000 Penalty: 2925.797852
	Iteration 13Q: 3 clusters Score -997380.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -997587.125000 Penalty: 2925.797852
	Iteration 14Q: 3 clusters Score -997587.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -997735.812500 Penalty: 2925.797852
	Iteration 15Q: 3 clusters Score -997735.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -997845.312500 Penalty: 2925.797852
	Iteration 16Q: 3 clusters Score -997845.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -997926.937500 Penalty: 2925.797852
	Iteration 17Q: 3 clusters Score -997926.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -998012.937500 Penalty: 2925.797852
	Iteration 18Q: 3 clusters Score -998012.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -998094.812500 Penalty: 2925.797852
	Iteration 19Q: 3 clusters Score -998094.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -998152.812500 Penalty: 2925.797852
	Iteration 20F: 3 clusters Score -998152.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -998216.500000 Penalty: 2925.797852
	Iteration 21Q: 3 clusters Score -998216.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -998275.687500 Penalty: 2925.797852
	Iteration 22Q: 3 clusters Score -998275.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -998319.000000 Penalty: 2925.797852
	Iteration 23Q: 3 clusters Score -998319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -998372.062500 Penalty: 2925.797852
	Iteration 24Q: 3 clusters Score -998372.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -998420.500000 Penalty: 2925.797852
	Iteration 25Q: 3 clusters Score -998420.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -998460.375000 Penalty: 2925.797852
	Iteration 26Q: 3 clusters Score -998460.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -998490.437500 Penalty: 2925.797852
	Iteration 27Q: 3 clusters Score -998490.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -998510.125000 Penalty: 2925.797852
	Iteration 28Q: 3 clusters Score -998510.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -998529.562500 Penalty: 2925.797852
	Iteration 29Q: 3 clusters Score -998529.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -998546.687500 Penalty: 2925.797852
	Iteration 30Q: 3 clusters Score -998546.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -998569.875000 Penalty: 2925.797852
	Iteration 31Q: 3 clusters Score -998569.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -998585.250000 Penalty: 2925.797852
	Iteration 32Q: 3 clusters Score -998585.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -998596.062500 Penalty: 2925.797852
	Iteration 33Q: 3 clusters Score -998596.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -998602.875000 Penalty: 2925.797852
	Iteration 34Q: 3 clusters Score -998602.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -998610.125000 Penalty: 2925.797852
	Iteration 35Q: 3 clusters Score -998610.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -998614.500000 Penalty: 2925.797852
	Iteration 36Q: 3 clusters Score -998614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -998616.687500 Penalty: 2925.797852
	Iteration 37Q: 3 clusters Score -998616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -998617.125000 Penalty: 2925.797852
	Iteration 38Q: 3 clusters Score -998617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -998619.687500 Penalty: 2925.797852
	Iteration 39Q: 3 clusters Score -998619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -998620.375000 Penalty: 2925.797852
	Iteration 40F: 3 clusters Score -998620.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -998622.937500 Penalty: 2925.797852
	Iteration 41Q: 3 clusters Score -998622.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -998627.812500 Penalty: 2925.797852
	Iteration 42Q: 3 clusters Score -998627.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -998634.937500 Penalty: 2925.797852
	Iteration 43Q: 3 clusters Score -998634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -998637.187500 Penalty: 2925.797852
	Iteration 44Q: 3 clusters Score -998637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -998639.625000 Penalty: 2925.797852
	Iteration 45Q: 3 clusters Score -998639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -998640.750000 Penalty: 2925.797852
	Iteration 46Q: 3 clusters Score -998640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -998641.000000 Penalty: 2925.797852
	Iteration 47Q: 3 clusters Score -998641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -998642.312500 Penalty: 2925.797852
	Iteration 48Q: 3 clusters Score -998642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -998642.000000 Penalty: 2925.797852
	Iteration 49Q: 3 clusters Score -998642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -998643.437500 Penalty: 2925.797852
	Iteration 50Q: 3 clusters Score -998643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -998642.687500 Penalty: 2925.797852
	Iteration 51Q: 3 clusters Score -998642.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -998642.687500 Penalty: 2925.797852
	Iteration 52F: 3 clusters Score -998642.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30797.294922 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30797.29 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31073.021484 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31073.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31245.689453 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31245.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31417.433594 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -31417.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31524.175781 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31524.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31583.681641 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31583.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31627.412109 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -31627.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31637.406250 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -31637.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31647.416016 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -31647.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31647.416016 Penalty: 1905.680176
	Iteration 9F: 3 clusters Score -31647.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Entering Unmasked Estep 
Score: -4347135.500000 Penalty: 1697.175049
	Iteration 0F: 2 clusters Score -4347136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4324068.500000 Penalty: 3394.350098
	Iteration 0F: 3 clusters Score -4324068 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4333056.000000 Penalty: 3394.350098
	Iteration 1F: 3 clusters Score -4333056 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4333558.000000 Penalty: 3394.350098
	Iteration 2Q: 3 clusters Score -4333558 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4334039.500000 Penalty: 3394.350098
	Iteration 3Q: 3 clusters Score -4334040 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4334567.500000 Penalty: 3394.350098
	Iteration 4Q: 3 clusters Score -4334568 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4335269.000000 Penalty: 3394.350098
	Iteration 5Q: 3 clusters Score -4335269 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4336211.500000 Penalty: 3394.350098
	Iteration 6F: 3 clusters Score -4336212 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4337442.500000 Penalty: 3394.350098
	Iteration 7F: 3 clusters Score -4337442 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4339005.000000 Penalty: 3394.350098
	Iteration 8F: 3 clusters Score -4339005 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4340650.500000 Penalty: 3394.350098
	Iteration 9F: 3 clusters Score -4340650 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4341723.500000 Penalty: 3394.350098
	Iteration 10Q: 3 clusters Score -4341724 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4342174.500000 Penalty: 3394.350098
	Iteration 11Q: 3 clusters Score -4342174 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4342461.000000 Penalty: 3394.350098
	Iteration 12Q: 3 clusters Score -4342461 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -4342680.000000 Penalty: 3394.350098
	Iteration 13Q: 3 clusters Score -4342680 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4342849.000000 Penalty: 3394.350098
	Iteration 14Q: 3 clusters Score -4342849 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4343001.000000 Penalty: 3394.350098
	Iteration 15Q: 3 clusters Score -4343001 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4343140.000000 Penalty: 3394.350098
	Iteration 16Q: 3 clusters Score -4343140 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4343277.500000 Penalty: 3394.350098
	Iteration 17Q: 3 clusters Score -4343278 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4343364.500000 Penalty: 3394.350098
	Iteration 18Q: 3 clusters Score -4343364 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -4343464.000000 Penalty: 3394.350098
	Iteration 19Q: 3 clusters Score -4343464 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4343535.000000 Penalty: 3394.350098
	Iteration 20F: 3 clusters Score -4343535 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4343615.500000 Penalty: 3394.350098
	Iteration 21Q: 3 clusters Score -4343616 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4343682.000000 Penalty: 3394.350098
	Iteration 22Q: 3 clusters Score -4343682 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -4343716.500000 Penalty: 3394.350098
	Iteration 23Q: 3 clusters Score -4343716 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4343752.000000 Penalty: 3394.350098
	Iteration 24Q: 3 clusters Score -4343752 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -4343809.500000 Penalty: 3394.350098
	Iteration 25Q: 3 clusters Score -4343810 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4343879.500000 Penalty: 3394.350098
	Iteration 26Q: 3 clusters Score -4343880 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -4343923.500000 Penalty: 3394.350098
	Iteration 27Q: 3 clusters Score -4343924 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -4343959.000000 Penalty: 3394.350098
	Iteration 28Q: 3 clusters Score -4343959 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4344018.000000 Penalty: 3394.350098
	Iteration 29Q: 3 clusters Score -4344018 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -4344052.500000 Penalty: 3394.350098
	Iteration 30Q: 3 clusters Score -4344052 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4344082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4344138 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4344189 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4344236 nChanged 208
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Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4344274.500000 Penalty: 3394.350098
	Iteration 35Q: 3 clusters Score -4344274 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4344302 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4344331 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4344358 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4344398.500000 Penalty: 3394.350098
	Iteration 39Q: 3 clusters Score -4344398 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4344426 nChanged 171
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Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4344446 nChanged 172
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Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4344493 nChanged 146
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Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4344505 nChanged 148
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Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4344566 nChanged 129
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Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4344581 nChanged 126
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Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4344626 nChanged 122
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Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -4344647.500000 Penalty: 3394.350098
	Iteration 48Q: 3 clusters Score -4344648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4344667 nChanged 126
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Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4344688 nChanged 140
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Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4344730 nChanged 134
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Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4344762 nChanged 144
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Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4344786 nChanged 145
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Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4344804 nChanged 168
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Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4344834 nChanged 165
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Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4344876 nChanged 136
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Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4344914 nChanged 142
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Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4344928 nChanged 123
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Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4344966 nChanged 129
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Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4344985 nChanged 160
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Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4345044 nChanged 175
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Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4345100.500000 Penalty: 3394.350098
	Iteration 62Q: 3 clusters Score -4345100 nChanged 166
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Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4345146 nChanged 160
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Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4345206 nChanged 125
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Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4345236 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4345275 nChanged 109
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Mstep: Class 1 contains 32228 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4345308 nChanged 93
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Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4345324 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4345350 nChanged 76
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Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4345371.500000 Penalty: 3394.350098
	Iteration 70Q: 3 clusters Score -4345372 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4345391.500000 Penalty: 3394.350098
	Iteration 71Q: 3 clusters Score -4345392 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4345410.500000 Penalty: 3394.350098
	Iteration 72Q: 3 clusters Score -4345410 nChanged 46
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Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4345407.000000 Penalty: 3394.350098
	Iteration 73Q: 3 clusters Score -4345407 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4345414.000000 Penalty: 3394.350098
	Iteration 74Q: 3 clusters Score -4345414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4345421.000000 Penalty: 3394.350098
	Iteration 75Q: 3 clusters Score -4345421 nChanged 26
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Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4345427 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4345430 nChanged 34
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Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4345454 nChanged 52
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Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4345464.000000 Penalty: 3394.350098
	Iteration 79Q: 3 clusters Score -4345464 nChanged 34
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Mstep: Class 1 contains 32882 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4345468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4345480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
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Entering Unmasked Estep 
Score: -4345484.500000 Penalty: 3394.350098
	Iteration 82Q: 3 clusters Score -4345484 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32980 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4345500 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33003 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4345508 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33025 members 
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Entering Unmasked Estep 
Score: -4345509.000000 Penalty: 3394.350098
	Iteration 85Q: 3 clusters Score -4345509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4345516.000000 Penalty: 3394.350098
	Iteration 86Q: 3 clusters Score -4345516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4345532.500000 Penalty: 3394.350098
	Iteration 87Q: 3 clusters Score -4345532 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33113 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4345548 nChanged 27
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Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4345554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4345561 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4345566 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4345585 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4345589.500000 Penalty: 3394.350098
	Iteration 93Q: 3 clusters Score -4345590 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4345591.500000 Penalty: 3394.350098
	Iteration 94Q: 3 clusters Score -4345592 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4345599.500000 Penalty: 3394.350098
	Iteration 95Q: 3 clusters Score -4345600 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4345594.000000 Penalty: 3394.350098
	Iteration 96Q: 3 clusters Score -4345594 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33314 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4345596 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4345600 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4345600 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4345606.500000 Penalty: 3394.350098
	Iteration 100F: 3 clusters Score -4345606 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4345606 nChanged 4
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Mstep: Class 1 contains 33340 members 
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Entering Unmasked Estep 
Score: -4345608.500000 Penalty: 3394.350098
	Iteration 102Q: 3 clusters Score -4345608 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4345605.000000 Penalty: 3394.350098
	Iteration 103Q: 3 clusters Score -4345605 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4345603.000000 Penalty: 3394.350098
	Iteration 104Q: 3 clusters Score -4345603 nChanged 14
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Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4345614.000000 Penalty: 3394.350098
	Iteration 105Q: 3 clusters Score -4345614 nChanged 13
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Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4345616.000000 Penalty: 3394.350098
	Iteration 106Q: 3 clusters Score -4345616 nChanged 9
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Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4345612.000000 Penalty: 3394.350098
	Iteration 107Q: 3 clusters Score -4345612 nChanged 11
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Entering Unmasked Estep 
Score: -4345623.500000 Penalty: 3394.350098
	Iteration 108Q: 3 clusters Score -4345624 nChanged 12
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Mstep: Class 1 contains 33405 members 
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Entering Unmasked Estep 
Score: -4345622.500000 Penalty: 3394.350098
	Iteration 109Q: 3 clusters Score -4345622 nChanged 10
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Mstep: Class 1 contains 33415 members 
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Entering Unmasked Estep 
Score: -4345625.500000 Penalty: 3394.350098
	Iteration 110Q: 3 clusters Score -4345626 nChanged 9
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Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4345627.500000 Penalty: 3394.350098
	Iteration 111Q: 3 clusters Score -4345628 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4345626 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33440 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4345626 nChanged 6
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Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4345629.500000 Penalty: 3394.350098
	Iteration 114Q: 3 clusters Score -4345630 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4345634.000000 Penalty: 3394.350098
	Iteration 115Q: 3 clusters Score -4345634 nChanged 6
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Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4345635.500000 Penalty: 3394.350098
	Iteration 116Q: 3 clusters Score -4345636 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33466 members 
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Entering Unmasked Estep 
Score: -4345637.500000 Penalty: 3394.350098
	Iteration 117Q: 3 clusters Score -4345638 nChanged 11
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Mstep: Class 1 contains 33477 members 
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Entering Unmasked Estep 
Score: -4345639.500000 Penalty: 3394.350098
	Iteration 118Q: 3 clusters Score -4345640 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4345643.000000 Penalty: 3394.350098
	Iteration 119Q: 3 clusters Score -4345643 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4345646.000000 Penalty: 3394.350098
	Iteration 120F: 3 clusters Score -4345646 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33510 members 
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Entering Unmasked Estep 
Score: -4345650.500000 Penalty: 3394.350098
	Iteration 121Q: 3 clusters Score -4345650 nChanged 10
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Mstep: Class 1 contains 33520 members 
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Entering Unmasked Estep 
Score: -4345654.500000 Penalty: 3394.350098
	Iteration 122Q: 3 clusters Score -4345654 nChanged 8
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Mstep: Class 1 contains 33528 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4345655 nChanged 5
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Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4345662.000000 Penalty: 3394.350098
	Iteration 124Q: 3 clusters Score -4345662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4345667.500000 Penalty: 3394.350098
	Iteration 125Q: 3 clusters Score -4345668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4345668.500000 Penalty: 3394.350098
	Iteration 126Q: 3 clusters Score -4345668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4345667.000000 Penalty: 3394.350098
	Iteration 127Q: 3 clusters Score -4345667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4345667.000000 Penalty: 3394.350098
	Iteration 128Q: 3 clusters Score -4345667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4345668.000000 Penalty: 3394.350098
	Iteration 129Q: 3 clusters Score -4345668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4345665.000000 Penalty: 3394.350098
	Iteration 130Q: 3 clusters Score -4345665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4345671.500000 Penalty: 3394.350098
	Iteration 131Q: 3 clusters Score -4345672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4345672.000000 Penalty: 3394.350098
	Iteration 132Q: 3 clusters Score -4345672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4345676.500000 Penalty: 3394.350098
	Iteration 133Q: 3 clusters Score -4345676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4345681.000000 Penalty: 3394.350098
	Iteration 134Q: 3 clusters Score -4345681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4345684.500000 Penalty: 3394.350098
	Iteration 135Q: 3 clusters Score -4345684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4345690.000000 Penalty: 3394.350098
	Iteration 136Q: 3 clusters Score -4345690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4345694.500000 Penalty: 3394.350098
	Iteration 137Q: 3 clusters Score -4345694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4345699.500000 Penalty: 3394.350098
	Iteration 138Q: 3 clusters Score -4345700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4345708.000000 Penalty: 3394.350098
	Iteration 139Q: 3 clusters Score -4345708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4345712.000000 Penalty: 3394.350098
	Iteration 140F: 3 clusters Score -4345712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4345714.500000 Penalty: 3394.350098
	Iteration 141Q: 3 clusters Score -4345714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4345714.500000 Penalty: 3394.350098
	Iteration 142Q: 3 clusters Score -4345714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4345716.000000 Penalty: 3394.350098
	Iteration 143Q: 3 clusters Score -4345716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4345714.000000 Penalty: 3394.350098
	Iteration 144Q: 3 clusters Score -4345714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4345714.000000 Penalty: 3394.350098
	Iteration 145Q: 3 clusters Score -4345714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4345717.500000 Penalty: 3394.350098
	Iteration 146Q: 3 clusters Score -4345718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4345717.500000 Penalty: 3394.350098
	Iteration 147F: 3 clusters Score -4345718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Entering Unmasked Estep 
Score: -413979.750000 Penalty: 1325.805298
	Iteration 0F: 2 clusters Score -413979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -410932.625000 Penalty: 2651.610596
	Iteration 0F: 3 clusters Score -410932.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -411898.781250 Penalty: 2651.610596
	Iteration 1F: 3 clusters Score -411898.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -412272.468750 Penalty: 2651.610596
	Iteration 2F: 3 clusters Score -412272.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -412571.312500 Penalty: 2651.610596
	Iteration 3F: 3 clusters Score -412571.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -412788.500000 Penalty: 2651.610596
	Iteration 4F: 3 clusters Score -412788.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -412945.781250 Penalty: 2651.610596
	Iteration 5F: 3 clusters Score -412945.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413089.281250 Penalty: 2651.610596
	Iteration 6Q: 3 clusters Score -413089.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -413190.000000 Penalty: 2651.610596
	Iteration 7Q: 3 clusters Score -413190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -413275.250000 Penalty: 2651.610596
	Iteration 8Q: 3 clusters Score -413275.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -413338.812500 Penalty: 2651.610596
	Iteration 9Q: 3 clusters Score -413338.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -413377.468750 Penalty: 2651.610596
	Iteration 10Q: 3 clusters Score -413377.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -413398.968750 Penalty: 2651.610596
	Iteration 11Q: 3 clusters Score -413399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -413414.875000 Penalty: 2651.610596
	Iteration 12Q: 3 clusters Score -413414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -413420.562500 Penalty: 2651.610596
	Iteration 13Q: 3 clusters Score -413420.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -413424.843750 Penalty: 2651.610596
	Iteration 14Q: 3 clusters Score -413424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -413429.312500 Penalty: 2651.610596
	Iteration 15Q: 3 clusters Score -413429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -413431.937500 Penalty: 2651.610596
	Iteration 16Q: 3 clusters Score -413431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -413434.062500 Penalty: 2651.610596
	Iteration 17Q: 3 clusters Score -413434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -413436.656250 Penalty: 2651.610596
	Iteration 18Q: 3 clusters Score -413436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -413438.656250 Penalty: 2651.610596
	Iteration 19Q: 3 clusters Score -413438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -413439.187500 Penalty: 2651.610596
	Iteration 20F: 3 clusters Score -413439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30957.720703 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -30957.72 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31387.380859 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31387.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31569.101562 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31569.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31757.646484 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -31757.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31829.033203 Penalty: 1964.626709
	Iteration 4F: 3 clusters Score -31829.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31861.601562 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31904.005859 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -31904.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31976.691406 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -31976.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32009.765625 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -32009.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32027.783203 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -32027.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32040.599609 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -32040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32078.986328 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -32078.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32115.535156 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -32115.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32129.439453 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -32129.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32138.265625 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -32138.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32139.400391 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -32139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32140.560547 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -32140.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32140.560547 Penalty: 1964.626709
	Iteration 17F: 3 clusters Score -32140.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 128708 members 
Mstep: Class 45 contains 216 members 
Entering Unmasked Estep 
Score: -141743664.000000 Penalty: 102089.937500
Splitting cluster 7 changes total score from -141745280.000000 to -141743664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (112397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Entering Unmasked Estep 
Score: -14112160.000000 Penalty: 1889.841187
	Iteration 0F: 2 clusters Score -1.411216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -14038853.000000 Penalty: 3779.682373
	Iteration 0F: 3 clusters Score -1.403885e+07 nChanged 53901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -14071165.000000 Penalty: 3779.682373
	Iteration 1F: 3 clusters Score -1.407116e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -14072620.000000 Penalty: 3779.682373
	Iteration 2Q: 3 clusters Score -1.407262e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -14075085.000000 Penalty: 3779.682373
	Iteration 3Q: 3 clusters Score -1.407508e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -14079273.000000 Penalty: 3779.682373
	Iteration 4F: 3 clusters Score -1.407927e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -14085843.000000 Penalty: 3779.682373
	Iteration 5F: 3 clusters Score -1.408584e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -14093596.000000 Penalty: 3779.682373
	Iteration 6F: 3 clusters Score -1.40936e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -14100702.000000 Penalty: 3779.682373
	Iteration 7F: 3 clusters Score -1.41007e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -14105064.000000 Penalty: 3779.682373
	Iteration 8Q: 3 clusters Score -1.410506e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94083 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -14107024.000000 Penalty: 3779.682373
	Iteration 9Q: 3 clusters Score -1.410702e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -14108017.000000 Penalty: 3779.682373
	Iteration 10Q: 3 clusters Score -1.410802e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -14108737.000000 Penalty: 3779.682373
	Iteration 11Q: 3 clusters Score -1.410874e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -14109433.000000 Penalty: 3779.682373
	Iteration 12Q: 3 clusters Score -1.410943e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -14109974.000000 Penalty: 3779.682373
	Iteration 13Q: 3 clusters Score -1.410997e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -14110436.000000 Penalty: 3779.682373
	Iteration 14Q: 3 clusters Score -1.411044e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -14110821.000000 Penalty: 3779.682373
	Iteration 15Q: 3 clusters Score -1.411082e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -14111073.000000 Penalty: 3779.682373
	Iteration 16Q: 3 clusters Score -1.411107e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -14111321.000000 Penalty: 3779.682373
	Iteration 17Q: 3 clusters Score -1.411132e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -14111498.000000 Penalty: 3779.682373
	Iteration 18Q: 3 clusters Score -1.41115e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -14111576.000000 Penalty: 3779.682373
	Iteration 19Q: 3 clusters Score -1.411158e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -14111708.000000 Penalty: 3779.682373
	Iteration 20F: 3 clusters Score -1.411171e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107686 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -14111734.000000 Penalty: 3779.682373
	Iteration 21Q: 3 clusters Score -1.411173e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -14111745.000000 Penalty: 3779.682373
	Iteration 22Q: 3 clusters Score -1.411174e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108652 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -14111815.000000 Penalty: 3779.682373
	Iteration 23Q: 3 clusters Score -1.411182e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -14111767.000000 Penalty: 3779.682373
	Iteration 24Q: 3 clusters Score -1.411177e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -14111776.000000 Penalty: 3779.682373
	Iteration 25Q: 3 clusters Score -1.411178e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -14111729.000000 Penalty: 3779.682373
	Iteration 26Q: 3 clusters Score -1.411173e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -14111723.000000 Penalty: 3779.682373
	Iteration 27Q: 3 clusters Score -1.411172e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -14111676.000000 Penalty: 3779.682373
	Iteration 28Q: 3 clusters Score -1.411168e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14111620.000000 Penalty: 3779.682373
	Iteration 29Q: 3 clusters Score -1.411162e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -14111601.000000 Penalty: 3779.682373
	Iteration 30Q: 3 clusters Score -1.41116e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -14111583.000000 Penalty: 3779.682373
	Iteration 31Q: 3 clusters Score -1.411158e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -14111588.000000 Penalty: 3779.682373
	Iteration 32Q: 3 clusters Score -1.411159e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14111551.000000 Penalty: 3779.682373
	Iteration 33Q: 3 clusters Score -1.411155e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14111548.000000 Penalty: 3779.682373
	Iteration 34Q: 3 clusters Score -1.411155e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -14111537.000000 Penalty: 3779.682373
	Iteration 35Q: 3 clusters Score -1.411154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14111542.000000 Penalty: 3779.682373
	Iteration 36Q: 3 clusters Score -1.411154e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14111503.000000 Penalty: 3779.682373
	Iteration 37Q: 3 clusters Score -1.41115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14111510.000000 Penalty: 3779.682373
	Iteration 38Q: 3 clusters Score -1.411151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -14111496.000000 Penalty: 3779.682373
	Iteration 39Q: 3 clusters Score -1.41115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14111477.000000 Penalty: 3779.682373
	Iteration 40F: 3 clusters Score -1.411148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -14111479.000000 Penalty: 3779.682373
	Iteration 41Q: 3 clusters Score -1.411148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14111466.000000 Penalty: 3779.682373
	Iteration 42Q: 3 clusters Score -1.411147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14111462.000000 Penalty: 3779.682373
	Iteration 43Q: 3 clusters Score -1.411146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -14111469.000000 Penalty: 3779.682373
	Iteration 44Q: 3 clusters Score -1.411147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14111477.000000 Penalty: 3779.682373
	Iteration 45Q: 3 clusters Score -1.411148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14111466.000000 Penalty: 3779.682373
	Iteration 46Q: 3 clusters Score -1.411147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -14111458.000000 Penalty: 3779.682373
	Iteration 47Q: 3 clusters Score -1.411146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14111448.000000 Penalty: 3779.682373
	Iteration 48Q: 3 clusters Score -1.411145e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14111422.000000 Penalty: 3779.682373
	Iteration 49Q: 3 clusters Score -1.411142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14111430.000000 Penalty: 3779.682373
	Iteration 50Q: 3 clusters Score -1.411143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14111417.000000 Penalty: 3779.682373
	Iteration 51Q: 3 clusters Score -1.411142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14111419.000000 Penalty: 3779.682373
	Iteration 52Q: 3 clusters Score -1.411142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111186 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14111414.000000 Penalty: 3779.682373
	Iteration 53Q: 3 clusters Score -1.411141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14111417.000000 Penalty: 3779.682373
	Iteration 54Q: 3 clusters Score -1.411142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14111419.000000 Penalty: 3779.682373
	Iteration 55Q: 3 clusters Score -1.411142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14111428.000000 Penalty: 3779.682373
	Iteration 56Q: 3 clusters Score -1.411143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -14111431.000000 Penalty: 3779.682373
	Iteration 57Q: 3 clusters Score -1.411143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14111447.000000 Penalty: 3779.682373
	Iteration 58Q: 3 clusters Score -1.411145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14111439.000000 Penalty: 3779.682373
	Iteration 59Q: 3 clusters Score -1.411144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14111434.000000 Penalty: 3779.682373
	Iteration 60F: 3 clusters Score -1.411143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -661460.875000 Penalty: 1401.090088
	Iteration 0F: 2 clusters Score -661460.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -657155.250000 Penalty: 2802.180176
	Iteration 0F: 3 clusters Score -657155.2 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -658460.687500 Penalty: 2802.180176
	Iteration 1F: 3 clusters Score -658460.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -658711.062500 Penalty: 2802.180176
	Iteration 2F: 3 clusters Score -658711.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -658905.375000 Penalty: 2802.180176
	Iteration 3F: 3 clusters Score -658905.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -659053.562500 Penalty: 2802.180176
	Iteration 4F: 3 clusters Score -659053.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -659175.187500 Penalty: 2802.180176
	Iteration 5Q: 3 clusters Score -659175.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -659302.125000 Penalty: 2802.180176
	Iteration 6Q: 3 clusters Score -659302.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -659415.750000 Penalty: 2802.180176
	Iteration 7Q: 3 clusters Score -659415.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -659529.500000 Penalty: 2802.180176
	Iteration 8Q: 3 clusters Score -659529.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -659641.687500 Penalty: 2802.180176
	Iteration 9Q: 3 clusters Score -659641.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -659746.875000 Penalty: 2802.180176
	Iteration 10Q: 3 clusters Score -659746.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -659817.500000 Penalty: 2802.180176
	Iteration 11Q: 3 clusters Score -659817.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -659884.187500 Penalty: 2802.180176
	Iteration 12Q: 3 clusters Score -659884.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -659926.687500 Penalty: 2802.180176
	Iteration 13Q: 3 clusters Score -659926.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -659958.937500 Penalty: 2802.180176
	Iteration 14Q: 3 clusters Score -659958.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -659989.187500 Penalty: 2802.180176
	Iteration 15Q: 3 clusters Score -659989.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -660020.812500 Penalty: 2802.180176
	Iteration 16Q: 3 clusters Score -660020.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -660052.250000 Penalty: 2802.180176
	Iteration 17Q: 3 clusters Score -660052.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -660080.312500 Penalty: 2802.180176
	Iteration 18Q: 3 clusters Score -660080.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -660108.625000 Penalty: 2802.180176
	Iteration 19Q: 3 clusters Score -660108.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -660143.062500 Penalty: 2802.180176
	Iteration 20F: 3 clusters Score -660143.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -660173.125000 Penalty: 2802.180176
	Iteration 21Q: 3 clusters Score -660173.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -660197.375000 Penalty: 2802.180176
	Iteration 22Q: 3 clusters Score -660197.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -660226.875000 Penalty: 2802.180176
	Iteration 23Q: 3 clusters Score -660226.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -660248.437500 Penalty: 2802.180176
	Iteration 24Q: 3 clusters Score -660248.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -660269.125000 Penalty: 2802.180176
	Iteration 25Q: 3 clusters Score -660269.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -660280.187500 Penalty: 2802.180176
	Iteration 26Q: 3 clusters Score -660280.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -660283.437500 Penalty: 2802.180176
	Iteration 27Q: 3 clusters Score -660283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -660289.125000 Penalty: 2802.180176
	Iteration 28Q: 3 clusters Score -660289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -660292.937500 Penalty: 2802.180176
	Iteration 29Q: 3 clusters Score -660292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -660294.187500 Penalty: 2802.180176
	Iteration 30Q: 3 clusters Score -660294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -660295.937500 Penalty: 2802.180176
	Iteration 31Q: 3 clusters Score -660295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -660298.375000 Penalty: 2802.180176
	Iteration 32Q: 3 clusters Score -660298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -660300.812500 Penalty: 2802.180176
	Iteration 33Q: 3 clusters Score -660300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -660303.187500 Penalty: 2802.180176
	Iteration 34Q: 3 clusters Score -660303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -660304.312500 Penalty: 2802.180176
	Iteration 35Q: 3 clusters Score -660304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -660303.625000 Penalty: 2802.180176
	Iteration 36Q: 3 clusters Score -660303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -660304.375000 Penalty: 2802.180176
	Iteration 37Q: 3 clusters Score -660304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -660304.375000 Penalty: 2802.180176
	Iteration 38F: 3 clusters Score -660304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -1772913.500000 Penalty: 1556.880005
	Iteration 0F: 2 clusters Score -1772914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1762832.250000 Penalty: 3113.760010
	Iteration 0F: 3 clusters Score -1762832 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1766475.500000 Penalty: 3113.760010
	Iteration 1F: 3 clusters Score -1766476 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1766944.750000 Penalty: 3113.760010
	Iteration 2F: 3 clusters Score -1766945 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1767355.875000 Penalty: 3113.760010
	Iteration 3F: 3 clusters Score -1767356 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1767754.000000 Penalty: 3113.760010
	Iteration 4F: 3 clusters Score -1767754 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1768111.750000 Penalty: 3113.760010
	Iteration 5F: 3 clusters Score -1768112 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1768415.000000 Penalty: 3113.760010
	Iteration 6Q: 3 clusters Score -1768415 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1768688.125000 Penalty: 3113.760010
	Iteration 7Q: 3 clusters Score -1768688 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1768963.625000 Penalty: 3113.760010
	Iteration 8Q: 3 clusters Score -1768964 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1769248.375000 Penalty: 3113.760010
	Iteration 9Q: 3 clusters Score -1769248 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1769547.625000 Penalty: 3113.760010
	Iteration 10Q: 3 clusters Score -1769548 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1769768.125000 Penalty: 3113.760010
	Iteration 11Q: 3 clusters Score -1769768 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1769923.125000 Penalty: 3113.760010
	Iteration 12Q: 3 clusters Score -1769923 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1770015.250000 Penalty: 3113.760010
	Iteration 13Q: 3 clusters Score -1770015 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1770077.625000 Penalty: 3113.760010
	Iteration 14Q: 3 clusters Score -1770078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1770138.000000 Penalty: 3113.760010
	Iteration 15Q: 3 clusters Score -1770138 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1770189.875000 Penalty: 3113.760010
	Iteration 16Q: 3 clusters Score -1770190 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1770252.250000 Penalty: 3113.760010
	Iteration 17Q: 3 clusters Score -1770252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1770295.125000 Penalty: 3113.760010
	Iteration 18Q: 3 clusters Score -1770295 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1770335.250000 Penalty: 3113.760010
	Iteration 19Q: 3 clusters Score -1770335 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1770373.500000 Penalty: 3113.760010
	Iteration 20F: 3 clusters Score -1770374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1770436.125000 Penalty: 3113.760010
	Iteration 21Q: 3 clusters Score -1770436 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1770496.125000 Penalty: 3113.760010
	Iteration 22Q: 3 clusters Score -1770496 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1770554.250000 Penalty: 3113.760010
	Iteration 23Q: 3 clusters Score -1770554 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1770619.500000 Penalty: 3113.760010
	Iteration 24Q: 3 clusters Score -1770620 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1770685.375000 Penalty: 3113.760010
	Iteration 25Q: 3 clusters Score -1770685 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1770745.500000 Penalty: 3113.760010
	Iteration 26Q: 3 clusters Score -1770746 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1770817.250000 Penalty: 3113.760010
	Iteration 27Q: 3 clusters Score -1770817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1770883.500000 Penalty: 3113.760010
	Iteration 28Q: 3 clusters Score -1770884 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1770948.000000 Penalty: 3113.760010
	Iteration 29Q: 3 clusters Score -1770948 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1771033.000000 Penalty: 3113.760010
	Iteration 30Q: 3 clusters Score -1771033 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1771113.500000 Penalty: 3113.760010
	Iteration 31Q: 3 clusters Score -1771114 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1771177.250000 Penalty: 3113.760010
	Iteration 32Q: 3 clusters Score -1771177 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1771240.375000 Penalty: 3113.760010
	Iteration 33Q: 3 clusters Score -1771240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1771296.375000 Penalty: 3113.760010
	Iteration 34Q: 3 clusters Score -1771296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1771337.000000 Penalty: 3113.760010
	Iteration 35Q: 3 clusters Score -1771337 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1771390.125000 Penalty: 3113.760010
	Iteration 36Q: 3 clusters Score -1771390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1771455.125000 Penalty: 3113.760010
	Iteration 37Q: 3 clusters Score -1771455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1771521.375000 Penalty: 3113.760010
	Iteration 38Q: 3 clusters Score -1771521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1771588.750000 Penalty: 3113.760010
	Iteration 39Q: 3 clusters Score -1771589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1771626.250000 Penalty: 3113.760010
	Iteration 40F: 3 clusters Score -1771626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1771665.250000 Penalty: 3113.760010
	Iteration 41Q: 3 clusters Score -1771665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1771696.750000 Penalty: 3113.760010
	Iteration 42Q: 3 clusters Score -1771697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1771725.750000 Penalty: 3113.760010
	Iteration 43Q: 3 clusters Score -1771726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1771751.375000 Penalty: 3113.760010
	Iteration 44Q: 3 clusters Score -1771751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1771775.500000 Penalty: 3113.760010
	Iteration 45Q: 3 clusters Score -1771776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1771794.875000 Penalty: 3113.760010
	Iteration 46Q: 3 clusters Score -1771795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1771811.750000 Penalty: 3113.760010
	Iteration 47Q: 3 clusters Score -1771812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1771814.750000 Penalty: 3113.760010
	Iteration 48Q: 3 clusters Score -1771815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1771824.000000 Penalty: 3113.760010
	Iteration 49Q: 3 clusters Score -1771824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1771826.500000 Penalty: 3113.760010
	Iteration 50Q: 3 clusters Score -1771826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1771827.750000 Penalty: 3113.760010
	Iteration 51Q: 3 clusters Score -1771828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1771830.125000 Penalty: 3113.760010
	Iteration 52Q: 3 clusters Score -1771830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1771832.000000 Penalty: 3113.760010
	Iteration 53Q: 3 clusters Score -1771832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1771832.000000 Penalty: 3113.760010
	Iteration 54F: 3 clusters Score -1771832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108487 members 
Entering Unmasked Estep 
Score: -13655881.000000 Penalty: 1884.087646
	Iteration 0F: 2 clusters Score -1.365588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -13585299.000000 Penalty: 3768.175293
	Iteration 0F: 3 clusters Score -1.35853e+07 nChanged 51846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -13615202.000000 Penalty: 3768.175293
	Iteration 1F: 3 clusters Score -1.36152e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -13615803.000000 Penalty: 3768.175293
	Iteration 2Q: 3 clusters Score -1.36158e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -13616571.000000 Penalty: 3768.175293
	Iteration 3Q: 3 clusters Score -1.361657e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -13617807.000000 Penalty: 3768.175293
	Iteration 4Q: 3 clusters Score -1.361781e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -13619973.000000 Penalty: 3768.175293
	Iteration 5Q: 3 clusters Score -1.361997e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -13623655.000000 Penalty: 3768.175293
	Iteration 6F: 3 clusters Score -1.362366e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -13629593.000000 Penalty: 3768.175293
	Iteration 7F: 3 clusters Score -1.362959e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -13637194.000000 Penalty: 3768.175293
	Iteration 8F: 3 clusters Score -1.363719e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -13644477.000000 Penalty: 3768.175293
	Iteration 9F: 3 clusters Score -1.364448e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 101582 members 
Entering Unmasked Estep 
Score: -13649600.000000 Penalty: 3768.175293
	Iteration 10F: 3 clusters Score -1.36496e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -13652207.000000 Penalty: 3768.175293
	Iteration 11Q: 3 clusters Score -1.365221e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -13653426.000000 Penalty: 3768.175293
	Iteration 12Q: 3 clusters Score -1.365343e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -13653940.000000 Penalty: 3768.175293
	Iteration 13Q: 3 clusters Score -1.365394e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -13654173.000000 Penalty: 3768.175293
	Iteration 14Q: 3 clusters Score -1.365417e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -13654258.000000 Penalty: 3768.175293
	Iteration 15Q: 3 clusters Score -1.365426e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 107374 members 
Entering Unmasked Estep 
Score: -13654339.000000 Penalty: 3768.175293
	Iteration 16Q: 3 clusters Score -1.365434e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -13654364.000000 Penalty: 3768.175293
	Iteration 17Q: 3 clusters Score -1.365436e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -13654429.000000 Penalty: 3768.175293
	Iteration 18Q: 3 clusters Score -1.365443e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -13654445.000000 Penalty: 3768.175293
	Iteration 19Q: 3 clusters Score -1.365444e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -13654450.000000 Penalty: 3768.175293
	Iteration 20F: 3 clusters Score -1.365445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -13654483.000000 Penalty: 3768.175293
	Iteration 21Q: 3 clusters Score -1.365448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -13654501.000000 Penalty: 3768.175293
	Iteration 22Q: 3 clusters Score -1.36545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -13654496.000000 Penalty: 3768.175293
	Iteration 23Q: 3 clusters Score -1.36545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 107614 members 
Entering Unmasked Estep 
Score: -13654505.000000 Penalty: 3768.175293
	Iteration 24Q: 3 clusters Score -1.36545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 107617 members 
Entering Unmasked Estep 
Score: -13654507.000000 Penalty: 3768.175293
	Iteration 25Q: 3 clusters Score -1.365451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -13654491.000000 Penalty: 3768.175293
	Iteration 26Q: 3 clusters Score -1.365449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -13654505.000000 Penalty: 3768.175293
	Iteration 27Q: 3 clusters Score -1.36545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -13654509.000000 Penalty: 3768.175293
	Iteration 28Q: 3 clusters Score -1.365451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -13654511.000000 Penalty: 3768.175293
	Iteration 29Q: 3 clusters Score -1.365451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -13654510.000000 Penalty: 3768.175293
	Iteration 30Q: 3 clusters Score -1.365451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -13654505.000000 Penalty: 3768.175293
	Iteration 31Q: 3 clusters Score -1.36545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -13654510.000000 Penalty: 3768.175293
	Iteration 32Q: 3 clusters Score -1.365451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -13654509.000000 Penalty: 3768.175293
	Iteration 33Q: 3 clusters Score -1.365451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -13654507.000000 Penalty: 3768.175293
	Iteration 34Q: 3 clusters Score -1.365451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -13654505.000000 Penalty: 3768.175293
	Iteration 35Q: 3 clusters Score -1.36545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -13654499.000000 Penalty: 3768.175293
	Iteration 36Q: 3 clusters Score -1.36545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -13654502.000000 Penalty: 3768.175293
	Iteration 37Q: 3 clusters Score -1.36545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -13654518.000000 Penalty: 3768.175293
	Iteration 38Q: 3 clusters Score -1.365452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 107636 members 
Entering Unmasked Estep 
Score: -13654517.000000 Penalty: 3768.175293
	Iteration 39Q: 3 clusters Score -1.365452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -13654519.000000 Penalty: 3768.175293
	Iteration 40F: 3 clusters Score -1.365452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 107650 members 
Entering Unmasked Estep 
Score: -13654533.000000 Penalty: 3768.175293
	Iteration 41Q: 3 clusters Score -1.365453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 107658 members 
Entering Unmasked Estep 
Score: -13654533.000000 Penalty: 3768.175293
	Iteration 42Q: 3 clusters Score -1.365453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -13654542.000000 Penalty: 3768.175293
	Iteration 43Q: 3 clusters Score -1.365454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 107676 members 
Entering Unmasked Estep 
Score: -13654549.000000 Penalty: 3768.175293
	Iteration 44Q: 3 clusters Score -1.365455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -13654537.000000 Penalty: 3768.175293
	Iteration 45Q: 3 clusters Score -1.365454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -13654541.000000 Penalty: 3768.175293
	Iteration 46Q: 3 clusters Score -1.365454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
Score: -13654537.000000 Penalty: 3768.175293
	Iteration 47Q: 3 clusters Score -1.365454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
Score: -13654535.000000 Penalty: 3768.175293
	Iteration 48Q: 3 clusters Score -1.365454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -13654538.000000 Penalty: 3768.175293
	Iteration 49Q: 3 clusters Score -1.365454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -13654545.000000 Penalty: 3768.175293
	Iteration 50Q: 3 clusters Score -1.365454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 107692 members 
Entering Unmasked Estep 
Score: -13654549.000000 Penalty: 3768.175293
	Iteration 51Q: 3 clusters Score -1.365455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 107693 members 
Entering Unmasked Estep 
Score: -13654551.000000 Penalty: 3768.175293
	Iteration 52Q: 3 clusters Score -1.365455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -13654550.000000 Penalty: 3768.175293
	Iteration 53Q: 3 clusters Score -1.365455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -13654551.000000 Penalty: 3768.175293
	Iteration 54Q: 3 clusters Score -1.365455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -13654547.000000 Penalty: 3768.175293
	Iteration 55Q: 3 clusters Score -1.365455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -13654549.000000 Penalty: 3768.175293
	Iteration 56Q: 3 clusters Score -1.365455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -13654538.000000 Penalty: 3768.175293
	Iteration 57Q: 3 clusters Score -1.365454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -13654538.000000 Penalty: 3768.175293
	Iteration 58F: 3 clusters Score -1.365454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -593792.500000 Penalty: 1380.262695
	Iteration 0F: 2 clusters Score -593792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -589928.437500 Penalty: 2760.525391
	Iteration 0F: 3 clusters Score -589928.4 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -591166.562500 Penalty: 2760.525391
	Iteration 1F: 3 clusters Score -591166.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -591454.937500 Penalty: 2760.525391
	Iteration 2F: 3 clusters Score -591454.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -591692.312500 Penalty: 2760.525391
	Iteration 3F: 3 clusters Score -591692.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -591882.625000 Penalty: 2760.525391
	Iteration 4F: 3 clusters Score -591882.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -592052.250000 Penalty: 2760.525391
	Iteration 5Q: 3 clusters Score -592052.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -592183.500000 Penalty: 2760.525391
	Iteration 6Q: 3 clusters Score -592183.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -592283.250000 Penalty: 2760.525391
	Iteration 7Q: 3 clusters Score -592283.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -592350.812500 Penalty: 2760.525391
	Iteration 8Q: 3 clusters Score -592350.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -592402.375000 Penalty: 2760.525391
	Iteration 9Q: 3 clusters Score -592402.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -592442.187500 Penalty: 2760.525391
	Iteration 10Q: 3 clusters Score -592442.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -592471.625000 Penalty: 2760.525391
	Iteration 11Q: 3 clusters Score -592471.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -592509.062500 Penalty: 2760.525391
	Iteration 12Q: 3 clusters Score -592509.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -592531.375000 Penalty: 2760.525391
	Iteration 13Q: 3 clusters Score -592531.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -592550.062500 Penalty: 2760.525391
	Iteration 14Q: 3 clusters Score -592550.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -592565.937500 Penalty: 2760.525391
	Iteration 15Q: 3 clusters Score -592565.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -592577.500000 Penalty: 2760.525391
	Iteration 16Q: 3 clusters Score -592577.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -592589.812500 Penalty: 2760.525391
	Iteration 17Q: 3 clusters Score -592589.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -592598.937500 Penalty: 2760.525391
	Iteration 18Q: 3 clusters Score -592598.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -592606.000000 Penalty: 2760.525391
	Iteration 19Q: 3 clusters Score -592606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -592615.562500 Penalty: 2760.525391
	Iteration 20F: 3 clusters Score -592615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -592621.312500 Penalty: 2760.525391
	Iteration 21Q: 3 clusters Score -592621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -592626.000000 Penalty: 2760.525391
	Iteration 22Q: 3 clusters Score -592626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -592629.125000 Penalty: 2760.525391
	Iteration 23Q: 3 clusters Score -592629.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -592634.250000 Penalty: 2760.525391
	Iteration 24Q: 3 clusters Score -592634.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -592640.312500 Penalty: 2760.525391
	Iteration 25Q: 3 clusters Score -592640.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -592648.750000 Penalty: 2760.525391
	Iteration 26Q: 3 clusters Score -592648.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -592658.250000 Penalty: 2760.525391
	Iteration 27Q: 3 clusters Score -592658.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -592666.875000 Penalty: 2760.525391
	Iteration 28Q: 3 clusters Score -592666.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -592672.937500 Penalty: 2760.525391
	Iteration 29Q: 3 clusters Score -592672.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -592680.062500 Penalty: 2760.525391
	Iteration 30Q: 3 clusters Score -592680.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -592685.562500 Penalty: 2760.525391
	Iteration 31Q: 3 clusters Score -592685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -592692.312500 Penalty: 2760.525391
	Iteration 32Q: 3 clusters Score -592692.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -592696.250000 Penalty: 2760.525391
	Iteration 33Q: 3 clusters Score -592696.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -592699.125000 Penalty: 2760.525391
	Iteration 34Q: 3 clusters Score -592699.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -592701.062500 Penalty: 2760.525391
	Iteration 35Q: 3 clusters Score -592701.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -592704.250000 Penalty: 2760.525391
	Iteration 36Q: 3 clusters Score -592704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -592706.625000 Penalty: 2760.525391
	Iteration 37Q: 3 clusters Score -592706.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -592709.375000 Penalty: 2760.525391
	Iteration 38Q: 3 clusters Score -592709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -592711.687500 Penalty: 2760.525391
	Iteration 39Q: 3 clusters Score -592711.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -592711.937500 Penalty: 2760.525391
	Iteration 40F: 3 clusters Score -592711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -592715.062500 Penalty: 2760.525391
	Iteration 41Q: 3 clusters Score -592715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -592717.875000 Penalty: 2760.525391
	Iteration 42Q: 3 clusters Score -592717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -592718.562500 Penalty: 2760.525391
	Iteration 43Q: 3 clusters Score -592718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -592719.312500 Penalty: 2760.525391
	Iteration 44Q: 3 clusters Score -592719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -592721.562500 Penalty: 2760.525391
	Iteration 45Q: 3 clusters Score -592721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -592724.000000 Penalty: 2760.525391
	Iteration 46Q: 3 clusters Score -592724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -592726.625000 Penalty: 2760.525391
	Iteration 47Q: 3 clusters Score -592726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -592730.625000 Penalty: 2760.525391
	Iteration 48Q: 3 clusters Score -592730.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -592733.562500 Penalty: 2760.525391
	Iteration 49Q: 3 clusters Score -592733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -592736.500000 Penalty: 2760.525391
	Iteration 50Q: 3 clusters Score -592736.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -592738.875000 Penalty: 2760.525391
	Iteration 51Q: 3 clusters Score -592738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -592741.000000 Penalty: 2760.525391
	Iteration 52Q: 3 clusters Score -592741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -592742.812500 Penalty: 2760.525391
	Iteration 53Q: 3 clusters Score -592742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -592744.750000 Penalty: 2760.525391
	Iteration 54Q: 3 clusters Score -592744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -592745.500000 Penalty: 2760.525391
	Iteration 55Q: 3 clusters Score -592745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -592747.750000 Penalty: 2760.525391
	Iteration 56Q: 3 clusters Score -592747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -592749.312500 Penalty: 2760.525391
	Iteration 57Q: 3 clusters Score -592749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -592749.812500 Penalty: 2760.525391
	Iteration 58Q: 3 clusters Score -592749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -592750.312500 Penalty: 2760.525391
	Iteration 59Q: 3 clusters Score -592750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -592751.312500 Penalty: 2760.525391
	Iteration 60F: 3 clusters Score -592751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -592751.937500 Penalty: 2760.525391
	Iteration 61Q: 3 clusters Score -592751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -592751.562500 Penalty: 2760.525391
	Iteration 62Q: 3 clusters Score -592751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -592752.312500 Penalty: 2760.525391
	Iteration 63Q: 3 clusters Score -592752.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -592752.187500 Penalty: 2760.525391
	Iteration 64Q: 3 clusters Score -592752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -592752.437500 Penalty: 2760.525391
	Iteration 65Q: 3 clusters Score -592752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -592752.500000 Penalty: 2760.525391
	Iteration 66Q: 3 clusters Score -592752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -592752.500000 Penalty: 2760.525391
	Iteration 67F: 3 clusters Score -592752.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -631209.562500 Penalty: 1389.162354
	Iteration 0F: 2 clusters Score -631209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -627177.875000 Penalty: 2778.324707
	Iteration 0F: 3 clusters Score -627177.9 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -628363.312500 Penalty: 2778.324707
	Iteration 1F: 3 clusters Score -628363.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -628558.875000 Penalty: 2778.324707
	Iteration 2F: 3 clusters Score -628558.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -628721.812500 Penalty: 2778.324707
	Iteration 3F: 3 clusters Score -628721.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -628864.437500 Penalty: 2778.324707
	Iteration 4Q: 3 clusters Score -628864.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -628946.750000 Penalty: 2778.324707
	Iteration 5Q: 3 clusters Score -628946.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -629002.000000 Penalty: 2778.324707
	Iteration 6Q: 3 clusters Score -629002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -629051.875000 Penalty: 2778.324707
	Iteration 7Q: 3 clusters Score -629051.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -629099.125000 Penalty: 2778.324707
	Iteration 8Q: 3 clusters Score -629099.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -629146.562500 Penalty: 2778.324707
	Iteration 9Q: 3 clusters Score -629146.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -629197.625000 Penalty: 2778.324707
	Iteration 10Q: 3 clusters Score -629197.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -629243.062500 Penalty: 2778.324707
	Iteration 11Q: 3 clusters Score -629243.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -629293.750000 Penalty: 2778.324707
	Iteration 12Q: 3 clusters Score -629293.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -629344.437500 Penalty: 2778.324707
	Iteration 13Q: 3 clusters Score -629344.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -629393.875000 Penalty: 2778.324707
	Iteration 14Q: 3 clusters Score -629393.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -629436.125000 Penalty: 2778.324707
	Iteration 15Q: 3 clusters Score -629436.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -629473.312500 Penalty: 2778.324707
	Iteration 16Q: 3 clusters Score -629473.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -629505.000000 Penalty: 2778.324707
	Iteration 17Q: 3 clusters Score -629505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -629528.375000 Penalty: 2778.324707
	Iteration 18Q: 3 clusters Score -629528.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -629550.062500 Penalty: 2778.324707
	Iteration 19Q: 3 clusters Score -629550.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -629568.000000 Penalty: 2778.324707
	Iteration 20F: 3 clusters Score -629568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -629590.750000 Penalty: 2778.324707
	Iteration 21Q: 3 clusters Score -629590.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -629610.812500 Penalty: 2778.324707
	Iteration 22Q: 3 clusters Score -629610.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -629628.312500 Penalty: 2778.324707
	Iteration 23Q: 3 clusters Score -629628.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -629643.687500 Penalty: 2778.324707
	Iteration 24Q: 3 clusters Score -629643.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -629662.125000 Penalty: 2778.324707
	Iteration 25Q: 3 clusters Score -629662.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -629676.062500 Penalty: 2778.324707
	Iteration 26Q: 3 clusters Score -629676.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -629695.187500 Penalty: 2778.324707
	Iteration 27Q: 3 clusters Score -629695.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -629715.625000 Penalty: 2778.324707
	Iteration 28Q: 3 clusters Score -629715.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -629735.812500 Penalty: 2778.324707
	Iteration 29Q: 3 clusters Score -629735.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -629758.500000 Penalty: 2778.324707
	Iteration 30Q: 3 clusters Score -629758.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -629777.875000 Penalty: 2778.324707
	Iteration 31Q: 3 clusters Score -629777.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -629795.500000 Penalty: 2778.324707
	Iteration 32Q: 3 clusters Score -629795.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -629822.000000 Penalty: 2778.324707
	Iteration 33Q: 3 clusters Score -629822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -629847.000000 Penalty: 2778.324707
	Iteration 34Q: 3 clusters Score -629847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -629870.500000 Penalty: 2778.324707
	Iteration 35Q: 3 clusters Score -629870.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -629887.000000 Penalty: 2778.324707
	Iteration 36Q: 3 clusters Score -629887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -629900.875000 Penalty: 2778.324707
	Iteration 37Q: 3 clusters Score -629900.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -629909.875000 Penalty: 2778.324707
	Iteration 38Q: 3 clusters Score -629909.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -629917.562500 Penalty: 2778.324707
	Iteration 39Q: 3 clusters Score -629917.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -629926.687500 Penalty: 2778.324707
	Iteration 40F: 3 clusters Score -629926.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -629934.187500 Penalty: 2778.324707
	Iteration 41Q: 3 clusters Score -629934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -629942.250000 Penalty: 2778.324707
	Iteration 42Q: 3 clusters Score -629942.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -629951.062500 Penalty: 2778.324707
	Iteration 43Q: 3 clusters Score -629951.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -629961.187500 Penalty: 2778.324707
	Iteration 44Q: 3 clusters Score -629961.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -629969.250000 Penalty: 2778.324707
	Iteration 45Q: 3 clusters Score -629969.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -629977.875000 Penalty: 2778.324707
	Iteration 46Q: 3 clusters Score -629977.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -629990.000000 Penalty: 2778.324707
	Iteration 47Q: 3 clusters Score -629990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -630000.937500 Penalty: 2778.324707
	Iteration 48Q: 3 clusters Score -630000.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -630009.000000 Penalty: 2778.324707
	Iteration 49Q: 3 clusters Score -630009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -630014.500000 Penalty: 2778.324707
	Iteration 50Q: 3 clusters Score -630014.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -630018.750000 Penalty: 2778.324707
	Iteration 51Q: 3 clusters Score -630018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -630021.750000 Penalty: 2778.324707
	Iteration 52Q: 3 clusters Score -630021.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -630024.750000 Penalty: 2778.324707
	Iteration 53Q: 3 clusters Score -630024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -630027.875000 Penalty: 2778.324707
	Iteration 54Q: 3 clusters Score -630027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -630030.875000 Penalty: 2778.324707
	Iteration 55Q: 3 clusters Score -630030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -630033.250000 Penalty: 2778.324707
	Iteration 56Q: 3 clusters Score -630033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -630035.500000 Penalty: 2778.324707
	Iteration 57Q: 3 clusters Score -630035.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -630038.750000 Penalty: 2778.324707
	Iteration 58Q: 3 clusters Score -630038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -630043.375000 Penalty: 2778.324707
	Iteration 59Q: 3 clusters Score -630043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -630045.250000 Penalty: 2778.324707
	Iteration 60F: 3 clusters Score -630045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -630048.125000 Penalty: 2778.324707
	Iteration 61Q: 3 clusters Score -630048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -630050.312500 Penalty: 2778.324707
	Iteration 62Q: 3 clusters Score -630050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -630053.687500 Penalty: 2778.324707
	Iteration 63Q: 3 clusters Score -630053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -630055.062500 Penalty: 2778.324707
	Iteration 64Q: 3 clusters Score -630055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -630056.750000 Penalty: 2778.324707
	Iteration 65Q: 3 clusters Score -630056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -630057.937500 Penalty: 2778.324707
	Iteration 66Q: 3 clusters Score -630057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -630060.000000 Penalty: 2778.324707
	Iteration 67Q: 3 clusters Score -630060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -630061.875000 Penalty: 2778.324707
	Iteration 68Q: 3 clusters Score -630061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -630065.625000 Penalty: 2778.324707
	Iteration 69Q: 3 clusters Score -630065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -630070.375000 Penalty: 2778.324707
	Iteration 70Q: 3 clusters Score -630070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -630074.062500 Penalty: 2778.324707
	Iteration 71Q: 3 clusters Score -630074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -630074.250000 Penalty: 2778.324707
	Iteration 72Q: 3 clusters Score -630074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -630076.250000 Penalty: 2778.324707
	Iteration 73Q: 3 clusters Score -630076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -630075.937500 Penalty: 2778.324707
	Iteration 74Q: 3 clusters Score -630075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -630077.687500 Penalty: 2778.324707
	Iteration 75Q: 3 clusters Score -630077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -630077.562500 Penalty: 2778.324707
	Iteration 76Q: 3 clusters Score -630077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -630077.562500 Penalty: 2778.324707
	Iteration 77F: 3 clusters Score -630077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Entering Unmasked Estep 
Score: -2829917.000000 Penalty: 1626.545898
	Iteration 0F: 2 clusters Score -2829917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2814772.750000 Penalty: 3253.091797
	Iteration 0F: 3 clusters Score -2814773 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2820608.250000 Penalty: 3253.091797
	Iteration 1F: 3 clusters Score -2820608 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2821081.500000 Penalty: 3253.091797
	Iteration 2F: 3 clusters Score -2821082 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2821575.250000 Penalty: 3253.091797
	Iteration 3F: 3 clusters Score -2821575 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2822039.500000 Penalty: 3253.091797
	Iteration 4F: 3 clusters Score -2822040 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2822567.750000 Penalty: 3253.091797
	Iteration 5Q: 3 clusters Score -2822568 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2823236.500000 Penalty: 3253.091797
	Iteration 6F: 3 clusters Score -2823236 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2824096.750000 Penalty: 3253.091797
	Iteration 7F: 3 clusters Score -2824097 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2825091.500000 Penalty: 3253.091797
	Iteration 8F: 3 clusters Score -2825092 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2826029.250000 Penalty: 3253.091797
	Iteration 9Q: 3 clusters Score -2826029 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2826736.750000 Penalty: 3253.091797
	Iteration 10Q: 3 clusters Score -2826737 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2827241.750000 Penalty: 3253.091797
	Iteration 11Q: 3 clusters Score -2827242 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2827578.750000 Penalty: 3253.091797
	Iteration 12Q: 3 clusters Score -2827579 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2827847.250000 Penalty: 3253.091797
	Iteration 13Q: 3 clusters Score -2827847 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2828040.250000 Penalty: 3253.091797
	Iteration 14Q: 3 clusters Score -2828040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2828188.250000 Penalty: 3253.091797
	Iteration 15Q: 3 clusters Score -2828188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2828307.250000 Penalty: 3253.091797
	Iteration 16Q: 3 clusters Score -2828307 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2828387.000000 Penalty: 3253.091797
	Iteration 17Q: 3 clusters Score -2828387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2828459.000000 Penalty: 3253.091797
	Iteration 18Q: 3 clusters Score -2828459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2828504.750000 Penalty: 3253.091797
	Iteration 19Q: 3 clusters Score -2828505 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2828549.750000 Penalty: 3253.091797
	Iteration 20F: 3 clusters Score -2828550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2828573.750000 Penalty: 3253.091797
	Iteration 21Q: 3 clusters Score -2828574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2828607.500000 Penalty: 3253.091797
	Iteration 22Q: 3 clusters Score -2828608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2828627.500000 Penalty: 3253.091797
	Iteration 23Q: 3 clusters Score -2828628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2828642.750000 Penalty: 3253.091797
	Iteration 24Q: 3 clusters Score -2828643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2828651.750000 Penalty: 3253.091797
	Iteration 25Q: 3 clusters Score -2828652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2828663.750000 Penalty: 3253.091797
	Iteration 26Q: 3 clusters Score -2828664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2828666.500000 Penalty: 3253.091797
	Iteration 27Q: 3 clusters Score -2828666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2828677.500000 Penalty: 3253.091797
	Iteration 28Q: 3 clusters Score -2828678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2828676.750000 Penalty: 3253.091797
	Iteration 29Q: 3 clusters Score -2828677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2828684.750000 Penalty: 3253.091797
	Iteration 30Q: 3 clusters Score -2828685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2828687.500000 Penalty: 3253.091797
	Iteration 31Q: 3 clusters Score -2828688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2828685.250000 Penalty: 3253.091797
	Iteration 32Q: 3 clusters Score -2828685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2828684.250000 Penalty: 3253.091797
	Iteration 33Q: 3 clusters Score -2828684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2828684.250000 Penalty: 3253.091797
	Iteration 34F: 3 clusters Score -2828684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (128269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Entering Unmasked Estep 
Score: -16234554.000000 Penalty: 1911.306274
	Iteration 0F: 2 clusters Score -1.623455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -16156198.000000 Penalty: 3822.612549
	Iteration 0F: 3 clusters Score -1.61562e+07 nChanged 61980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -16192777.000000 Penalty: 3822.612549
	Iteration 1F: 3 clusters Score -1.619278e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -16193955.000000 Penalty: 3822.612549
	Iteration 2Q: 3 clusters Score -1.619396e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -16196021.000000 Penalty: 3822.612549
	Iteration 3Q: 3 clusters Score -1.619602e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -16199386.000000 Penalty: 3822.612549
	Iteration 4F: 3 clusters Score -1.619939e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 90655 members 
Entering Unmasked Estep 
Score: -16204787.000000 Penalty: 3822.612549
	Iteration 5F: 3 clusters Score -1.620479e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -16212898.000000 Penalty: 3822.612549
	Iteration 6F: 3 clusters Score -1.62129e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -16221741.000000 Penalty: 3822.612549
	Iteration 7F: 3 clusters Score -1.622174e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 120131 members 
Entering Unmasked Estep 
Score: -16227894.000000 Penalty: 3822.612549
	Iteration 8F: 3 clusters Score -1.622789e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 125162 members 
Entering Unmasked Estep 
Score: -16231019.000000 Penalty: 3822.612549
	Iteration 9Q: 3 clusters Score -1.623102e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 127204 members 
Entering Unmasked Estep 
Score: -16232197.000000 Penalty: 3822.612549
	Iteration 10Q: 3 clusters Score -1.62322e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -16232557.000000 Penalty: 3822.612549
	Iteration 11Q: 3 clusters Score -1.623256e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 128006 members 
Entering Unmasked Estep 
Score: -16232694.000000 Penalty: 3822.612549
	Iteration 12Q: 3 clusters Score -1.623269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 128055 members 
Entering Unmasked Estep 
Score: -16232773.000000 Penalty: 3822.612549
	Iteration 13Q: 3 clusters Score -1.623277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -16232817.000000 Penalty: 3822.612549
	Iteration 14Q: 3 clusters Score -1.623282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128093 members 
Entering Unmasked Estep 
Score: -16232852.000000 Penalty: 3822.612549
	Iteration 15Q: 3 clusters Score -1.623285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -16232863.000000 Penalty: 3822.612549
	Iteration 16Q: 3 clusters Score -1.623286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 128102 members 
Entering Unmasked Estep 
Score: -16232879.000000 Penalty: 3822.612549
	Iteration 17Q: 3 clusters Score -1.623288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 128102 members 
Entering Unmasked Estep 
Score: -16232888.000000 Penalty: 3822.612549
	Iteration 18Q: 3 clusters Score -1.623289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -16232892.000000 Penalty: 3822.612549
	Iteration 19Q: 3 clusters Score -1.623289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -16232891.000000 Penalty: 3822.612549
	Iteration 20F: 3 clusters Score -1.623289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -16232898.000000 Penalty: 3822.612549
	Iteration 21Q: 3 clusters Score -1.62329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -16232899.000000 Penalty: 3822.612549
	Iteration 22Q: 3 clusters Score -1.62329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -16232897.000000 Penalty: 3822.612549
	Iteration 23Q: 3 clusters Score -1.62329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -16232897.000000 Penalty: 3822.612549
	Iteration 24F: 3 clusters Score -1.62329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -1958923.125000 Penalty: 1568.702026
	Iteration 0F: 2 clusters Score -1958923 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 7717 members 
Entering Unmasked Estep 
Score: -1948138.875000 Penalty: 3137.404053
	Iteration 0F: 3 clusters Score -1948139 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1951892.125000 Penalty: 3137.404053
	Iteration 1F: 3 clusters Score -1951892 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1952153.125000 Penalty: 3137.404053
	Iteration 2F: 3 clusters Score -1952153 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1952396.000000 Penalty: 3137.404053
	Iteration 3Q: 3 clusters Score -1952396 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1952666.375000 Penalty: 3137.404053
	Iteration 4Q: 3 clusters Score -1952666 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1953002.625000 Penalty: 3137.404053
	Iteration 5Q: 3 clusters Score -1953003 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1953521.750000 Penalty: 3137.404053
	Iteration 6F: 3 clusters Score -1953522 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1954257.625000 Penalty: 3137.404053
	Iteration 7F: 3 clusters Score -1954258 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1955221.875000 Penalty: 3137.404053
	Iteration 8F: 3 clusters Score -1955222 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1956193.375000 Penalty: 3137.404053
	Iteration 9F: 3 clusters Score -1956193 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1956886.750000 Penalty: 3137.404053
	Iteration 10Q: 3 clusters Score -1956887 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1957226.000000 Penalty: 3137.404053
	Iteration 11Q: 3 clusters Score -1957226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1957382.500000 Penalty: 3137.404053
	Iteration 12Q: 3 clusters Score -1957382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1957448.500000 Penalty: 3137.404053
	Iteration 13Q: 3 clusters Score -1957448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1957482.625000 Penalty: 3137.404053
	Iteration 14Q: 3 clusters Score -1957483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1957496.875000 Penalty: 3137.404053
	Iteration 15Q: 3 clusters Score -1957497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1957506.750000 Penalty: 3137.404053
	Iteration 16Q: 3 clusters Score -1957507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1957518.625000 Penalty: 3137.404053
	Iteration 17Q: 3 clusters Score -1957519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1957526.125000 Penalty: 3137.404053
	Iteration 18Q: 3 clusters Score -1957526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1957528.875000 Penalty: 3137.404053
	Iteration 19Q: 3 clusters Score -1957529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1957531.750000 Penalty: 3137.404053
	Iteration 20F: 3 clusters Score -1957532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -61746.593750 Penalty: 1038.686523
	Iteration 0F: 2 clusters Score -61746.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60627.078125 Penalty: 2077.373047
	Iteration 0F: 3 clusters Score -60627.08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60847.273438 Penalty: 2077.373047
	Iteration 1F: 3 clusters Score -60847.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60972.117188 Penalty: 2077.373047
	Iteration 2F: 3 clusters Score -60972.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61079.085938 Penalty: 2077.373047
	Iteration 3F: 3 clusters Score -61079.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61150.218750 Penalty: 2077.373047
	Iteration 4F: 3 clusters Score -61150.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61204.804688 Penalty: 2077.373047
	Iteration 5Q: 3 clusters Score -61204.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61239.679688 Penalty: 2077.373047
	Iteration 6Q: 3 clusters Score -61239.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61272.554688 Penalty: 2077.373047
	Iteration 7Q: 3 clusters Score -61272.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61296.281250 Penalty: 2077.373047
	Iteration 8Q: 3 clusters Score -61296.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61314.449219 Penalty: 2077.373047
	Iteration 9Q: 3 clusters Score -61314.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61329.527344 Penalty: 2077.373047
	Iteration 10Q: 3 clusters Score -61329.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61336.308594 Penalty: 2077.373047
	Iteration 11Q: 3 clusters Score -61336.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61338.562500 Penalty: 2077.373047
	Iteration 12Q: 3 clusters Score -61338.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61344.664062 Penalty: 2077.373047
	Iteration 13Q: 3 clusters Score -61344.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61351.558594 Penalty: 2077.373047
	Iteration 14Q: 3 clusters Score -61351.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61352.250000 Penalty: 2077.373047
	Iteration 15Q: 3 clusters Score -61352.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61358.539062 Penalty: 2077.373047
	Iteration 16Q: 3 clusters Score -61358.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61361.371094 Penalty: 2077.373047
	Iteration 17Q: 3 clusters Score -61361.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61362.851562 Penalty: 2077.373047
	Iteration 18Q: 3 clusters Score -61362.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61364.160156 Penalty: 2077.373047
	Iteration 19Q: 3 clusters Score -61364.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61366.062500 Penalty: 2077.373047
	Iteration 20F: 3 clusters Score -61366.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61372.320312 Penalty: 2077.373047
	Iteration 21Q: 3 clusters Score -61372.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61376.531250 Penalty: 2077.373047
	Iteration 22Q: 3 clusters Score -61376.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61378.296875 Penalty: 2077.373047
	Iteration 23Q: 3 clusters Score -61378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61379.000000 Penalty: 2077.373047
	Iteration 24Q: 3 clusters Score -61379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61383.410156 Penalty: 2077.373047
	Iteration 25Q: 3 clusters Score -61383.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61383.699219 Penalty: 2077.373047
	Iteration 26Q: 3 clusters Score -61383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61383.699219 Penalty: 2077.373047
	Iteration 27F: 3 clusters Score -61383.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -338841.593750 Penalty: 1290.113281
	Iteration 0F: 2 clusters Score -338841.6 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 1402 members 
Entering Unmasked Estep 
Score: -336265.656250 Penalty: 2580.226562
	Iteration 0F: 3 clusters Score -336265.7 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -336861.281250 Penalty: 2580.226562
	Iteration 1F: 3 clusters Score -336861.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -337026.031250 Penalty: 2580.226562
	Iteration 2F: 3 clusters Score -337026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337176.843750 Penalty: 2580.226562
	Iteration 3F: 3 clusters Score -337176.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -337329.937500 Penalty: 2580.226562
	Iteration 4F: 3 clusters Score -337329.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -337462.187500 Penalty: 2580.226562
	Iteration 5Q: 3 clusters Score -337462.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -337578.968750 Penalty: 2580.226562
	Iteration 6Q: 3 clusters Score -337579 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -337681.875000 Penalty: 2580.226562
	Iteration 7Q: 3 clusters Score -337681.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -337784.562500 Penalty: 2580.226562
	Iteration 8Q: 3 clusters Score -337784.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337880.500000 Penalty: 2580.226562
	Iteration 9Q: 3 clusters Score -337880.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -337980.937500 Penalty: 2580.226562
	Iteration 10Q: 3 clusters Score -337980.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -338105.906250 Penalty: 2580.226562
	Iteration 11Q: 3 clusters Score -338105.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -338254.656250 Penalty: 2580.226562
	Iteration 12Q: 3 clusters Score -338254.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -338376.906250 Penalty: 2580.226562
	Iteration 13Q: 3 clusters Score -338376.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -338476.156250 Penalty: 2580.226562
	Iteration 14Q: 3 clusters Score -338476.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -338528.625000 Penalty: 2580.226562
	Iteration 15Q: 3 clusters Score -338528.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -338560.500000 Penalty: 2580.226562
	Iteration 16Q: 3 clusters Score -338560.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -338592.281250 Penalty: 2580.226562
	Iteration 17Q: 3 clusters Score -338592.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -338626.187500 Penalty: 2580.226562
	Iteration 18Q: 3 clusters Score -338626.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -338662.500000 Penalty: 2580.226562
	Iteration 19Q: 3 clusters Score -338662.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -338684.281250 Penalty: 2580.226562
	Iteration 20F: 3 clusters Score -338684.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -338698.312500 Penalty: 2580.226562
	Iteration 21Q: 3 clusters Score -338698.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -338712.656250 Penalty: 2580.226562
	Iteration 22Q: 3 clusters Score -338712.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -338723.843750 Penalty: 2580.226562
	Iteration 23Q: 3 clusters Score -338723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -338728.250000 Penalty: 2580.226562
	Iteration 24Q: 3 clusters Score -338728.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -338732.093750 Penalty: 2580.226562
	Iteration 25Q: 3 clusters Score -338732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -338732.687500 Penalty: 2580.226562
	Iteration 26Q: 3 clusters Score -338732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -338732.812500 Penalty: 2580.226562
	Iteration 27Q: 3 clusters Score -338732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -338733.656250 Penalty: 2580.226562
	Iteration 28Q: 3 clusters Score -338733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -338733.656250 Penalty: 2580.226562
	Iteration 29F: 3 clusters Score -338733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (85031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Entering Unmasked Estep 
Score: -10591671.000000 Penalty: 1844.500244
	Iteration 0F: 2 clusters Score -1.059167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -10535428.000000 Penalty: 3689.000488
	Iteration 0F: 3 clusters Score -1.053543e+07 nChanged 40397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -10558510.000000 Penalty: 3689.000488
	Iteration 1F: 3 clusters Score -1.055851e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -10559081.000000 Penalty: 3689.000488
	Iteration 2Q: 3 clusters Score -1.055908e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -10559963.000000 Penalty: 3689.000488
	Iteration 3Q: 3 clusters Score -1.055996e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -10561091.000000 Penalty: 3689.000488
	Iteration 4Q: 3 clusters Score -1.056109e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -10562801.000000 Penalty: 3689.000488
	Iteration 5Q: 3 clusters Score -1.05628e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -10565419.000000 Penalty: 3689.000488
	Iteration 6F: 3 clusters Score -1.056542e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -10568951.000000 Penalty: 3689.000488
	Iteration 7F: 3 clusters Score -1.056895e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -10573488.000000 Penalty: 3689.000488
	Iteration 8F: 3 clusters Score -1.057349e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -10577634.000000 Penalty: 3689.000488
	Iteration 9F: 3 clusters Score -1.057763e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -10581044.000000 Penalty: 3689.000488
	Iteration 10F: 3 clusters Score -1.058104e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -10583649.000000 Penalty: 3689.000488
	Iteration 11Q: 3 clusters Score -1.058365e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -10585545.000000 Penalty: 3689.000488
	Iteration 12Q: 3 clusters Score -1.058554e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -10586882.000000 Penalty: 3689.000488
	Iteration 13Q: 3 clusters Score -1.058688e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -10588017.000000 Penalty: 3689.000488
	Iteration 14Q: 3 clusters Score -1.058802e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -10588808.000000 Penalty: 3689.000488
	Iteration 15Q: 3 clusters Score -1.058881e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -10589344.000000 Penalty: 3689.000488
	Iteration 16Q: 3 clusters Score -1.058934e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -10589686.000000 Penalty: 3689.000488
	Iteration 17Q: 3 clusters Score -1.058969e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -10589833.000000 Penalty: 3689.000488
	Iteration 18Q: 3 clusters Score -1.058983e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -10589918.000000 Penalty: 3689.000488
	Iteration 19Q: 3 clusters Score -1.058992e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -10589986.000000 Penalty: 3689.000488
	Iteration 20F: 3 clusters Score -1.058999e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -10590053.000000 Penalty: 3689.000488
	Iteration 21Q: 3 clusters Score -1.059005e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -10590081.000000 Penalty: 3689.000488
	Iteration 22Q: 3 clusters Score -1.059008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -10590090.000000 Penalty: 3689.000488
	Iteration 23Q: 3 clusters Score -1.059009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -10590108.000000 Penalty: 3689.000488
	Iteration 24Q: 3 clusters Score -1.059011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -10590123.000000 Penalty: 3689.000488
	Iteration 25Q: 3 clusters Score -1.059012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -10590141.000000 Penalty: 3689.000488
	Iteration 26Q: 3 clusters Score -1.059014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -10590147.000000 Penalty: 3689.000488
	Iteration 27Q: 3 clusters Score -1.059015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -10590146.000000 Penalty: 3689.000488
	Iteration 28Q: 3 clusters Score -1.059015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -10590144.000000 Penalty: 3689.000488
	Iteration 29Q: 3 clusters Score -1.059014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -10590144.000000 Penalty: 3689.000488
	Iteration 30F: 3 clusters Score -1.059014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Entering Unmasked Estep 
Score: -1680453.125000 Penalty: 1547.837036
	Iteration 0F: 2 clusters Score -1680453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1670866.625000 Penalty: 3095.674072
	Iteration 0F: 3 clusters Score -1670867 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1674196.000000 Penalty: 3095.674072
	Iteration 1F: 3 clusters Score -1674196 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1674529.625000 Penalty: 3095.674072
	Iteration 2F: 3 clusters Score -1674530 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1674871.000000 Penalty: 3095.674072
	Iteration 3F: 3 clusters Score -1674871 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1675230.500000 Penalty: 3095.674072
	Iteration 4F: 3 clusters Score -1675230 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1675618.750000 Penalty: 3095.674072
	Iteration 5F: 3 clusters Score -1675619 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1676014.375000 Penalty: 3095.674072
	Iteration 6F: 3 clusters Score -1676014 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1676463.375000 Penalty: 3095.674072
	Iteration 7F: 3 clusters Score -1676463 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1677007.125000 Penalty: 3095.674072
	Iteration 8F: 3 clusters Score -1677007 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1677475.125000 Penalty: 3095.674072
	Iteration 9Q: 3 clusters Score -1677475 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1677862.500000 Penalty: 3095.674072
	Iteration 10Q: 3 clusters Score -1677862 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1678188.750000 Penalty: 3095.674072
	Iteration 11Q: 3 clusters Score -1678189 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1678455.500000 Penalty: 3095.674072
	Iteration 12Q: 3 clusters Score -1678456 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1678657.375000 Penalty: 3095.674072
	Iteration 13Q: 3 clusters Score -1678657 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1678811.625000 Penalty: 3095.674072
	Iteration 14Q: 3 clusters Score -1678812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1678917.250000 Penalty: 3095.674072
	Iteration 15Q: 3 clusters Score -1678917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1678994.875000 Penalty: 3095.674072
	Iteration 16Q: 3 clusters Score -1678995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1679054.375000 Penalty: 3095.674072
	Iteration 17Q: 3 clusters Score -1679054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1679090.750000 Penalty: 3095.674072
	Iteration 18Q: 3 clusters Score -1679091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1679112.875000 Penalty: 3095.674072
	Iteration 19Q: 3 clusters Score -1679113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1679134.250000 Penalty: 3095.674072
	Iteration 20F: 3 clusters Score -1679134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1679142.375000 Penalty: 3095.674072
	Iteration 21Q: 3 clusters Score -1679142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1679150.625000 Penalty: 3095.674072
	Iteration 22Q: 3 clusters Score -1679151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1679157.750000 Penalty: 3095.674072
	Iteration 23Q: 3 clusters Score -1679158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1679157.250000 Penalty: 3095.674072
	Iteration 24Q: 3 clusters Score -1679157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1679161.125000 Penalty: 3095.674072
	Iteration 25Q: 3 clusters Score -1679161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1679166.875000 Penalty: 3095.674072
	Iteration 26Q: 3 clusters Score -1679167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1679173.125000 Penalty: 3095.674072
	Iteration 27Q: 3 clusters Score -1679173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1679178.750000 Penalty: 3095.674072
	Iteration 28Q: 3 clusters Score -1679179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1679184.625000 Penalty: 3095.674072
	Iteration 29Q: 3 clusters Score -1679185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1679191.375000 Penalty: 3095.674072
	Iteration 30Q: 3 clusters Score -1679191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1679190.000000 Penalty: 3095.674072
	Iteration 31Q: 3 clusters Score -1679190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1679190.000000 Penalty: 3095.674072
	Iteration 32F: 3 clusters Score -1679190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -271997.843750 Penalty: 1255.078857
	Iteration 0F: 2 clusters Score -271997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -269772.000000 Penalty: 2510.157715
	Iteration 0F: 3 clusters Score -269772 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -270265.937500 Penalty: 2510.157715
	Iteration 1F: 3 clusters Score -270265.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -270400.906250 Penalty: 2510.157715
	Iteration 2F: 3 clusters Score -270400.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -270481.093750 Penalty: 2510.157715
	Iteration 3Q: 3 clusters Score -270481.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -270539.000000 Penalty: 2510.157715
	Iteration 4Q: 3 clusters Score -270539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -270597.031250 Penalty: 2510.157715
	Iteration 5Q: 3 clusters Score -270597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -270671.531250 Penalty: 2510.157715
	Iteration 6Q: 3 clusters Score -270671.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -270778.437500 Penalty: 2510.157715
	Iteration 7Q: 3 clusters Score -270778.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -270906.062500 Penalty: 2510.157715
	Iteration 8Q: 3 clusters Score -270906.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271032.625000 Penalty: 2510.157715
	Iteration 9F: 3 clusters Score -271032.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -271169.906250 Penalty: 2510.157715
	Iteration 10Q: 3 clusters Score -271169.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -271322.906250 Penalty: 2510.157715
	Iteration 11F: 3 clusters Score -271322.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -271427.812500 Penalty: 2510.157715
	Iteration 12Q: 3 clusters Score -271427.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -271497.000000 Penalty: 2510.157715
	Iteration 13Q: 3 clusters Score -271497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -271528.625000 Penalty: 2510.157715
	Iteration 14Q: 3 clusters Score -271528.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -271545.656250 Penalty: 2510.157715
	Iteration 15Q: 3 clusters Score -271545.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -271555.062500 Penalty: 2510.157715
	Iteration 16Q: 3 clusters Score -271555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -271558.968750 Penalty: 2510.157715
	Iteration 17Q: 3 clusters Score -271559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -271560.812500 Penalty: 2510.157715
	Iteration 18Q: 3 clusters Score -271560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -271561.406250 Penalty: 2510.157715
	Iteration 19Q: 3 clusters Score -271561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -271561.406250 Penalty: 2510.157715
	Iteration 20F: 3 clusters Score -271561.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -74304.367188 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -74304.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73052.875000 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -73052.88 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73330.992188 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -73330.99 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73511.960938 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -73511.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73684.726562 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -73684.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73945.320312 Penalty: 2130.028320
	Iteration 4F: 3 clusters Score -73945.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74207.507812 Penalty: 2130.028320
	Iteration 5F: 3 clusters Score -74207.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74440.000000 Penalty: 2130.028320
	Iteration 6F: 3 clusters Score -74440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74546.710938 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -74546.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74600.625000 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -74600.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74633.343750 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -74633.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74650.351562 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -74650.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74657.148438 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -74657.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74657.148438 Penalty: 2130.028320
	Iteration 12F: 3 clusters Score -74657.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 128708 members 
Mstep: Class 45 contains 384 members 
Entering Unmasked Estep 
Score: -141743840.000000 Penalty: 102089.937500
Splitting cluster 22 changes total score from -141745280.000000 to -141743840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (37964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Entering Unmasked Estep 
Score: -4646057.000000 Penalty: 1713.463989
	Iteration 0F: 2 clusters Score -4646057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4620731.000000 Penalty: 3426.927979
	Iteration 0F: 3 clusters Score -4620731 nChanged 17509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4630594.500000 Penalty: 3426.927979
	Iteration 1F: 3 clusters Score -4630594 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4631152.000000 Penalty: 3426.927979
	Iteration 2Q: 3 clusters Score -4631152 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4631863.500000 Penalty: 3426.927979
	Iteration 3Q: 3 clusters Score -4631864 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4632728.000000 Penalty: 3426.927979
	Iteration 4F: 3 clusters Score -4632728 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4633950.500000 Penalty: 3426.927979
	Iteration 5F: 3 clusters Score -4633950 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4635471.500000 Penalty: 3426.927979
	Iteration 6F: 3 clusters Score -4635472 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -4637109.500000 Penalty: 3426.927979
	Iteration 7F: 3 clusters Score -4637110 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4638789.000000 Penalty: 3426.927979
	Iteration 8F: 3 clusters Score -4638789 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -4640414.500000 Penalty: 3426.927979
	Iteration 9F: 3 clusters Score -4640414 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4641868.500000 Penalty: 3426.927979
	Iteration 10Q: 3 clusters Score -4641868 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4642940.500000 Penalty: 3426.927979
	Iteration 11Q: 3 clusters Score -4642940 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4643636.500000 Penalty: 3426.927979
	Iteration 12Q: 3 clusters Score -4643636 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4644038.500000 Penalty: 3426.927979
	Iteration 13Q: 3 clusters Score -4644038 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4644275.000000 Penalty: 3426.927979
	Iteration 14Q: 3 clusters Score -4644275 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4644375.000000 Penalty: 3426.927979
	Iteration 15Q: 3 clusters Score -4644375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4644456.000000 Penalty: 3426.927979
	Iteration 16Q: 3 clusters Score -4644456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4644487.500000 Penalty: 3426.927979
	Iteration 17Q: 3 clusters Score -4644488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4644514.500000 Penalty: 3426.927979
	Iteration 18Q: 3 clusters Score -4644514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4644529.000000 Penalty: 3426.927979
	Iteration 19Q: 3 clusters Score -4644529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4644533.000000 Penalty: 3426.927979
	Iteration 20F: 3 clusters Score -4644533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4644534.500000 Penalty: 3426.927979
	Iteration 21Q: 3 clusters Score -4644534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4644540.500000 Penalty: 3426.927979
	Iteration 22Q: 3 clusters Score -4644540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4644536.000000 Penalty: 3426.927979
	Iteration 23Q: 3 clusters Score -4644536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4644534.000000 Penalty: 3426.927979
	Iteration 24Q: 3 clusters Score -4644534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4644534.000000 Penalty: 3426.927979
	Iteration 25F: 3 clusters Score -4644534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -1424782.250000 Penalty: 1530.346436
	Iteration 0F: 2 clusters Score -1424782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1416142.125000 Penalty: 3060.692871
	Iteration 0F: 3 clusters Score -1416142 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1419360.875000 Penalty: 3060.692871
	Iteration 1F: 3 clusters Score -1419361 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1419941.875000 Penalty: 3060.692871
	Iteration 2F: 3 clusters Score -1419942 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1420568.875000 Penalty: 3060.692871
	Iteration 3F: 3 clusters Score -1420569 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1421182.000000 Penalty: 3060.692871
	Iteration 4F: 3 clusters Score -1421182 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1421713.625000 Penalty: 3060.692871
	Iteration 5F: 3 clusters Score -1421714 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1422100.000000 Penalty: 3060.692871
	Iteration 6F: 3 clusters Score -1422100 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1422410.250000 Penalty: 3060.692871
	Iteration 7Q: 3 clusters Score -1422410 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1422680.875000 Penalty: 3060.692871
	Iteration 8Q: 3 clusters Score -1422681 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1422918.000000 Penalty: 3060.692871
	Iteration 9Q: 3 clusters Score -1422918 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1423134.625000 Penalty: 3060.692871
	Iteration 10Q: 3 clusters Score -1423135 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1423329.000000 Penalty: 3060.692871
	Iteration 11Q: 3 clusters Score -1423329 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1423474.750000 Penalty: 3060.692871
	Iteration 12Q: 3 clusters Score -1423475 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1423599.750000 Penalty: 3060.692871
	Iteration 13Q: 3 clusters Score -1423600 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1423695.750000 Penalty: 3060.692871
	Iteration 14Q: 3 clusters Score -1423696 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1423780.375000 Penalty: 3060.692871
	Iteration 15Q: 3 clusters Score -1423780 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1423863.125000 Penalty: 3060.692871
	Iteration 16Q: 3 clusters Score -1423863 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1423942.375000 Penalty: 3060.692871
	Iteration 17Q: 3 clusters Score -1423942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1423998.625000 Penalty: 3060.692871
	Iteration 18Q: 3 clusters Score -1423999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1424031.500000 Penalty: 3060.692871
	Iteration 19Q: 3 clusters Score -1424032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1424064.000000 Penalty: 3060.692871
	Iteration 20F: 3 clusters Score -1424064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1424091.125000 Penalty: 3060.692871
	Iteration 21Q: 3 clusters Score -1424091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1424118.250000 Penalty: 3060.692871
	Iteration 22Q: 3 clusters Score -1424118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1424139.250000 Penalty: 3060.692871
	Iteration 23Q: 3 clusters Score -1424139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1424155.250000 Penalty: 3060.692871
	Iteration 24Q: 3 clusters Score -1424155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1424165.625000 Penalty: 3060.692871
	Iteration 25Q: 3 clusters Score -1424166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1424173.875000 Penalty: 3060.692871
	Iteration 26Q: 3 clusters Score -1424174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1424186.875000 Penalty: 3060.692871
	Iteration 27Q: 3 clusters Score -1424187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1424198.000000 Penalty: 3060.692871
	Iteration 28Q: 3 clusters Score -1424198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1424203.375000 Penalty: 3060.692871
	Iteration 29Q: 3 clusters Score -1424203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1424206.750000 Penalty: 3060.692871
	Iteration 30Q: 3 clusters Score -1424207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1424206.000000 Penalty: 3060.692871
	Iteration 31Q: 3 clusters Score -1424206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1424208.250000 Penalty: 3060.692871
	Iteration 32Q: 3 clusters Score -1424208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1424208.250000 Penalty: 3060.692871
	Iteration 33F: 3 clusters Score -1424208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -1029269.375000 Penalty: 1465.872314
	Iteration 0F: 2 clusters Score -1029269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1023213.250000 Penalty: 2931.744629
	Iteration 0F: 3 clusters Score -1023213 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1025090.937500 Penalty: 2931.744629
	Iteration 1F: 3 clusters Score -1025091 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1025332.687500 Penalty: 2931.744629
	Iteration 2F: 3 clusters Score -1025333 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1025559.937500 Penalty: 2931.744629
	Iteration 3F: 3 clusters Score -1025560 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1025769.937500 Penalty: 2931.744629
	Iteration 4Q: 3 clusters Score -1025770 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1025963.375000 Penalty: 2931.744629
	Iteration 5Q: 3 clusters Score -1025963 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1026123.500000 Penalty: 2931.744629
	Iteration 6Q: 3 clusters Score -1026124 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1026275.875000 Penalty: 2931.744629
	Iteration 7Q: 3 clusters Score -1026276 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1026429.687500 Penalty: 2931.744629
	Iteration 8Q: 3 clusters Score -1026430 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1026570.437500 Penalty: 2931.744629
	Iteration 9Q: 3 clusters Score -1026570 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1026711.687500 Penalty: 2931.744629
	Iteration 10Q: 3 clusters Score -1026712 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1026825.312500 Penalty: 2931.744629
	Iteration 11Q: 3 clusters Score -1026825 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1026909.625000 Penalty: 2931.744629
	Iteration 12Q: 3 clusters Score -1026910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1026989.937500 Penalty: 2931.744629
	Iteration 13Q: 3 clusters Score -1026990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1027072.937500 Penalty: 2931.744629
	Iteration 14Q: 3 clusters Score -1027073 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1027138.687500 Penalty: 2931.744629
	Iteration 15Q: 3 clusters Score -1027139 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1027191.062500 Penalty: 2931.744629
	Iteration 16Q: 3 clusters Score -1027191 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1027227.812500 Penalty: 2931.744629
	Iteration 17Q: 3 clusters Score -1027228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1027260.500000 Penalty: 2931.744629
	Iteration 18Q: 3 clusters Score -1027260 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1027293.937500 Penalty: 2931.744629
	Iteration 19Q: 3 clusters Score -1027294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1027318.875000 Penalty: 2931.744629
	Iteration 20F: 3 clusters Score -1027319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1027339.000000 Penalty: 2931.744629
	Iteration 21Q: 3 clusters Score -1027339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1027356.125000 Penalty: 2931.744629
	Iteration 22Q: 3 clusters Score -1027356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1027370.375000 Penalty: 2931.744629
	Iteration 23Q: 3 clusters Score -1027370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1027384.250000 Penalty: 2931.744629
	Iteration 24Q: 3 clusters Score -1027384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1027398.625000 Penalty: 2931.744629
	Iteration 25Q: 3 clusters Score -1027399 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1027412.562500 Penalty: 2931.744629
	Iteration 26Q: 3 clusters Score -1027413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1027426.812500 Penalty: 2931.744629
	Iteration 27Q: 3 clusters Score -1027427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1027434.812500 Penalty: 2931.744629
	Iteration 28Q: 3 clusters Score -1027435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1027444.000000 Penalty: 2931.744629
	Iteration 29Q: 3 clusters Score -1027444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1027459.250000 Penalty: 2931.744629
	Iteration 30Q: 3 clusters Score -1027459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1027472.812500 Penalty: 2931.744629
	Iteration 31Q: 3 clusters Score -1027473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1027487.000000 Penalty: 2931.744629
	Iteration 32Q: 3 clusters Score -1027487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1027500.187500 Penalty: 2931.744629
	Iteration 33Q: 3 clusters Score -1027500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1027515.687500 Penalty: 2931.744629
	Iteration 34Q: 3 clusters Score -1027516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1027526.125000 Penalty: 2931.744629
	Iteration 35Q: 3 clusters Score -1027526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1027532.312500 Penalty: 2931.744629
	Iteration 36Q: 3 clusters Score -1027532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1027537.187500 Penalty: 2931.744629
	Iteration 37Q: 3 clusters Score -1027537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1027539.750000 Penalty: 2931.744629
	Iteration 38Q: 3 clusters Score -1027540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1027553.437500 Penalty: 2931.744629
	Iteration 39Q: 3 clusters Score -1027553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1027559.687500 Penalty: 2931.744629
	Iteration 40F: 3 clusters Score -1027560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1027568.000000 Penalty: 2931.744629
	Iteration 41Q: 3 clusters Score -1027568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1027571.375000 Penalty: 2931.744629
	Iteration 42Q: 3 clusters Score -1027571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1027576.125000 Penalty: 2931.744629
	Iteration 43Q: 3 clusters Score -1027576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1027580.187500 Penalty: 2931.744629
	Iteration 44Q: 3 clusters Score -1027580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1027579.750000 Penalty: 2931.744629
	Iteration 45Q: 3 clusters Score -1027580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1027582.875000 Penalty: 2931.744629
	Iteration 46Q: 3 clusters Score -1027583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1027582.625000 Penalty: 2931.744629
	Iteration 47Q: 3 clusters Score -1027583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1027584.312500 Penalty: 2931.744629
	Iteration 48Q: 3 clusters Score -1027584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1027585.437500 Penalty: 2931.744629
	Iteration 49Q: 3 clusters Score -1027585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1027589.500000 Penalty: 2931.744629
	Iteration 50Q: 3 clusters Score -1027590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1027593.062500 Penalty: 2931.744629
	Iteration 51Q: 3 clusters Score -1027593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1027598.187500 Penalty: 2931.744629
	Iteration 52Q: 3 clusters Score -1027598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1027598.875000 Penalty: 2931.744629
	Iteration 53Q: 3 clusters Score -1027599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1027599.562500 Penalty: 2931.744629
	Iteration 54Q: 3 clusters Score -1027600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1027602.562500 Penalty: 2931.744629
	Iteration 55Q: 3 clusters Score -1027603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1027605.125000 Penalty: 2931.744629
	Iteration 56Q: 3 clusters Score -1027605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1027605.875000 Penalty: 2931.744629
	Iteration 57Q: 3 clusters Score -1027606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1027606.812500 Penalty: 2931.744629
	Iteration 58Q: 3 clusters Score -1027607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1027608.750000 Penalty: 2931.744629
	Iteration 59Q: 3 clusters Score -1027609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1027610.875000 Penalty: 2931.744629
	Iteration 60F: 3 clusters Score -1027611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1027609.687500 Penalty: 2931.744629
	Iteration 61Q: 3 clusters Score -1027610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1027609.687500 Penalty: 2931.744629
	Iteration 62F: 3 clusters Score -1027610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Entering Unmasked Estep 
Score: -2276892.500000 Penalty: 1592.718384
	Iteration 0F: 2 clusters Score -2276892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2264463.000000 Penalty: 3185.436768
	Iteration 0F: 3 clusters Score -2264463 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2268980 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2269358 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2269731 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2270151 nChanged 849
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Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2270644 nChanged 883
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Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2271264 nChanged 998
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Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2271980 nChanged 1086
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Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2272809 nChanged 1032
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2273557.250000 Penalty: 3185.436768
	Iteration 9F: 3 clusters Score -2273557 nChanged 907
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Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -2274100 nChanged 680
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Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2274440 nChanged 552
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Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2274700 nChanged 404
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Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2274886 nChanged 314
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Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2275006.250000 Penalty: 3185.436768
	Iteration 14Q: 3 clusters Score -2275006 nChanged 299
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Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2275118 nChanged 263
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Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2275219.750000 Penalty: 3185.436768
	Iteration 16Q: 3 clusters Score -2275220 nChanged 239
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Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2275309.500000 Penalty: 3185.436768
	Iteration 17Q: 3 clusters Score -2275310 nChanged 206
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Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2275362 nChanged 158
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Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2275401.750000 Penalty: 3185.436768
	Iteration 19Q: 3 clusters Score -2275402 nChanged 123
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Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2275419.250000 Penalty: 3185.436768
	Iteration 20F: 3 clusters Score -2275419 nChanged 90
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Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2275439.500000 Penalty: 3185.436768
	Iteration 21Q: 3 clusters Score -2275440 nChanged 73
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Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2275443 nChanged 57
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Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2275459 nChanged 46
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Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2275466 nChanged 38
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Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2275466 nChanged 34
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Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2275470 nChanged 34
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Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2275475 nChanged 29
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Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2275480 nChanged 29
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Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2275478 nChanged 30
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Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2275481 nChanged 25
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Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2275487 nChanged 26
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Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2275484 nChanged 22
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Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2275483 nChanged 17
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Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2275482 nChanged 25
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Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2275491 nChanged 23
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Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2275491 nChanged 25
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Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2275499 nChanged 28
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Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2275504 nChanged 22
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Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2275502 nChanged 29
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Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2275507.750000 Penalty: 3185.436768
	Iteration 40F: 3 clusters Score -2275508 nChanged 19
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Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2275504 nChanged 14
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Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2275508 nChanged 18
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Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2275510 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2275513.000000 Penalty: 3185.436768
	Iteration 44Q: 3 clusters Score -2275513 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2275509 nChanged 10
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Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2275508 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2275509 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2275518.250000 Penalty: 3185.436768
	Iteration 48Q: 3 clusters Score -2275518 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11560 members 
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Entering Unmasked Estep 
Score: -2275516.250000 Penalty: 3185.436768
	Iteration 49Q: 3 clusters Score -2275516 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2275522.000000 Penalty: 3185.436768
	Iteration 50Q: 3 clusters Score -2275522 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2275527.250000 Penalty: 3185.436768
	Iteration 51Q: 3 clusters Score -2275527 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2275528 nChanged 29
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Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2275534.500000 Penalty: 3185.436768
	Iteration 53Q: 3 clusters Score -2275534 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11679 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2275537 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11700 members 
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Entering Unmasked Estep 
Score: -2275532.750000 Penalty: 3185.436768
	Iteration 55Q: 3 clusters Score -2275533 nChanged 15
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Mstep: Class 1 contains 11715 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2275535 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11728 members 
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	Iteration 57Q: 3 clusters Score -2275536 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11741 members 
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	Iteration 58Q: 3 clusters Score -2275535 nChanged 10
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Mstep: Class 1 contains 11751 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2275534 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11764 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2275538 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2275537 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2275537 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2275538 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2275538 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2275537 nChanged 13
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Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2275541.500000 Penalty: 3185.436768
	Iteration 66Q: 3 clusters Score -2275542 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2275544.500000 Penalty: 3185.436768
	Iteration 67Q: 3 clusters Score -2275544 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2275544 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2275546.750000 Penalty: 3185.436768
	Iteration 69Q: 3 clusters Score -2275547 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 6163 members 
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	Iteration 70Q: 3 clusters Score -2275546 nChanged 12
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Mstep: Class 1 contains 11907 members 
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	Iteration 71Q: 3 clusters Score -2275546 nChanged 13
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Mstep: Class 1 contains 11920 members 
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	Iteration 72Q: 3 clusters Score -2275550 nChanged 9
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Mstep: Class 1 contains 11929 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2275548 nChanged 8
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Mstep: Class 1 contains 11937 members 
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Score: -2275552.000000 Penalty: 3185.436768
	Iteration 74Q: 3 clusters Score -2275552 nChanged 7
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Mstep: Class 1 contains 11942 members 
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	Iteration 75Q: 3 clusters Score -2275553 nChanged 11
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Mstep: Class 1 contains 11953 members 
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Entering Unmasked Estep 
Score: -2275559.250000 Penalty: 3185.436768
	Iteration 76Q: 3 clusters Score -2275559 nChanged 14
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Mstep: Class 1 contains 11967 members 
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	Iteration 77Q: 3 clusters Score -2275559 nChanged 12
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	Iteration 78Q: 3 clusters Score -2275563 nChanged 14
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	Iteration 79Q: 3 clusters Score -2275560 nChanged 13
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Mstep: Class 1 contains 12004 members 
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	Iteration 80F: 3 clusters Score -2275559 nChanged 12
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	Iteration 81Q: 3 clusters Score -2275562 nChanged 15
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	Iteration 82Q: 3 clusters Score -2275562 nChanged 9
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Mstep: Class 1 contains 12038 members 
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	Iteration 83Q: 3 clusters Score -2275566 nChanged 11
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	Iteration 84Q: 3 clusters Score -2275564 nChanged 9
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	Iteration 85Q: 3 clusters Score -2275568 nChanged 10
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Mstep: Class 1 contains 12068 members 
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	Iteration 86Q: 3 clusters Score -2275567 nChanged 22
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Mstep: Class 1 contains 12088 members 
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	Iteration 87Q: 3 clusters Score -2275570 nChanged 16
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	Iteration 88Q: 3 clusters Score -2275569 nChanged 19
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Mstep: Class 1 contains 12123 members 
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	Iteration 89Q: 3 clusters Score -2275568 nChanged 10
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Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2275568 nChanged 15
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2275573 nChanged 13
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Mstep: Class 2 contains 5897 members 
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	Iteration 92Q: 3 clusters Score -2275574 nChanged 11
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	Iteration 93Q: 3 clusters Score -2275579 nChanged 6
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Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2275580.000000 Penalty: 3185.436768
	Iteration 94Q: 3 clusters Score -2275580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2275574.250000 Penalty: 3185.436768
	Iteration 95Q: 3 clusters Score -2275574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2275577.250000 Penalty: 3185.436768
	Iteration 96Q: 3 clusters Score -2275577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2275577.250000 Penalty: 3185.436768
	Iteration 97Q: 3 clusters Score -2275577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2275578.000000 Penalty: 3185.436768
	Iteration 98Q: 3 clusters Score -2275578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2275578.000000 Penalty: 3185.436768
	Iteration 99F: 3 clusters Score -2275578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -207230.906250 Penalty: 1225.178345
	Iteration 0F: 2 clusters Score -207230.9 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 944 members 
Entering Unmasked Estep 
Score: -205314.765625 Penalty: 2450.356689
	Iteration 0F: 3 clusters Score -205314.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205936.500000 Penalty: 2450.356689
	Iteration 1F: 3 clusters Score -205936.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206193.703125 Penalty: 2450.356689
	Iteration 2F: 3 clusters Score -206193.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -206395.468750 Penalty: 2450.356689
	Iteration 3F: 3 clusters Score -206395.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -206622.187500 Penalty: 2450.356689
	Iteration 4F: 3 clusters Score -206622.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206832.531250 Penalty: 2450.356689
	Iteration 5F: 3 clusters Score -206832.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206948.062500 Penalty: 2450.356689
	Iteration 6Q: 3 clusters Score -206948.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -206993.859375 Penalty: 2450.356689
	Iteration 7Q: 3 clusters Score -206993.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -207024.953125 Penalty: 2450.356689
	Iteration 8Q: 3 clusters Score -207025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -207041.312500 Penalty: 2450.356689
	Iteration 9Q: 3 clusters Score -207041.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -207051.031250 Penalty: 2450.356689
	Iteration 10Q: 3 clusters Score -207051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -207056.281250 Penalty: 2450.356689
	Iteration 11Q: 3 clusters Score -207056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -207060.718750 Penalty: 2450.356689
	Iteration 12Q: 3 clusters Score -207060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -207062.515625 Penalty: 2450.356689
	Iteration 13Q: 3 clusters Score -207062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -207063.140625 Penalty: 2450.356689
	Iteration 14Q: 3 clusters Score -207063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -207063.546875 Penalty: 2450.356689
	Iteration 15Q: 3 clusters Score -207063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -207065.718750 Penalty: 2450.356689
	Iteration 16Q: 3 clusters Score -207065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -207065.718750 Penalty: 2450.356689
	Iteration 17F: 3 clusters Score -207065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -280283.156250 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -280283.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -277988.562500 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -277988.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -278485.687500 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -278485.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -278609.250000 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -278609.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -278691.343750 Penalty: 2517.828613
	Iteration 3F: 3 clusters Score -278691.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -278769.593750 Penalty: 2517.828613
	Iteration 4Q: 3 clusters Score -278769.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -278839.656250 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -278839.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -278919.125000 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -278919.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -279048.656250 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -279048.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -279270.375000 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -279270.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -279471.437500 Penalty: 2517.828613
	Iteration 9F: 3 clusters Score -279471.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -279601.968750 Penalty: 2517.828613
	Iteration 10Q: 3 clusters Score -279602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -279703.906250 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -279703.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -279794.687500 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -279794.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279898.437500 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -279898.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -280022.656250 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -280022.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -280125.468750 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -280125.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280195.531250 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -280195.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -280267.031250 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -280267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -280323.375000 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -280323.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -280368.625000 Penalty: 2517.828613
	Iteration 19Q: 3 clusters Score -280368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -280394.593750 Penalty: 2517.828613
	Iteration 20F: 3 clusters Score -280394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -280401.500000 Penalty: 2517.828613
	Iteration 21Q: 3 clusters Score -280401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -280403.187500 Penalty: 2517.828613
	Iteration 22Q: 3 clusters Score -280403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -280404.531250 Penalty: 2517.828613
	Iteration 23Q: 3 clusters Score -280404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -280404.531250 Penalty: 2517.828613
	Iteration 24F: 3 clusters Score -280404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 128708 members 
Mstep: Class 45 contains 1193 members 
Entering Unmasked Estep 
Score: -141743968.000000 Penalty: 102089.937500
Splitting cluster 28 changes total score from -141745280.000000 to -141743968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12424.221680 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12424.22 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12751.139648 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12751.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12848.108398 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12848.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12868.837891 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12868.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12874.125977 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12874.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12874.125977 Penalty: 1791.864380
	Iteration 5F: 3 clusters Score -12874.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -57762.019531 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -57762.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56692.957031 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -56692.96 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56990.359375 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -56990.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57169.839844 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -57169.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57354.929688 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -57354.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57598.945312 Penalty: 2088.608643
	Iteration 4F: 3 clusters Score -57598.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -57742.742188 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -57742.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57855.898438 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -57855.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -57874.148438 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -57874.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57884.945312 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -57884.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57885.710938 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -57885.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57887.996094 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -57888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57889.808594 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -57889.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57889.808594 Penalty: 2088.608643
	Iteration 12F: 3 clusters Score -57889.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 128708 members 
Mstep: Class 45 contains 409 members 
Entering Unmasked Estep 
Score: -141743648.000000 Penalty: 102089.937500
Splitting cluster 30 changes total score from -141745280.000000 to -141743648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (83240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Entering Unmasked Estep 
Score: -10524065.000000 Penalty: 1841.041016
	Iteration 0F: 2 clusters Score -1.052406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -10468456.000000 Penalty: 3682.082031
	Iteration 0F: 3 clusters Score -1.046846e+07 nChanged 39612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -10491172.000000 Penalty: 3682.082031
	Iteration 1F: 3 clusters Score -1.049117e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -10491915.000000 Penalty: 3682.082031
	Iteration 2Q: 3 clusters Score -1.049192e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -10492945.000000 Penalty: 3682.082031
	Iteration 3Q: 3 clusters Score -1.049294e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -10494855.000000 Penalty: 3682.082031
	Iteration 4Q: 3 clusters Score -1.049486e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -10498278.000000 Penalty: 3682.082031
	Iteration 5F: 3 clusters Score -1.049828e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -10504234.000000 Penalty: 3682.082031
	Iteration 6F: 3 clusters Score -1.050423e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -10511913.000000 Penalty: 3682.082031
	Iteration 7F: 3 clusters Score -1.051191e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -10518207.000000 Penalty: 3682.082031
	Iteration 8F: 3 clusters Score -1.051821e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10521101.000000 Penalty: 3682.082031
	Iteration 9Q: 3 clusters Score -1.05211e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10521982.000000 Penalty: 3682.082031
	Iteration 10Q: 3 clusters Score -1.052198e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10522246.000000 Penalty: 3682.082031
	Iteration 11Q: 3 clusters Score -1.052225e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10522331.000000 Penalty: 3682.082031
	Iteration 12Q: 3 clusters Score -1.052233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10522359.000000 Penalty: 3682.082031
	Iteration 13Q: 3 clusters Score -1.052236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10522371.000000 Penalty: 3682.082031
	Iteration 14Q: 3 clusters Score -1.052237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10522386.000000 Penalty: 3682.082031
	Iteration 15Q: 3 clusters Score -1.052239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10522385.000000 Penalty: 3682.082031
	Iteration 16Q: 3 clusters Score -1.052238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10522384.000000 Penalty: 3682.082031
	Iteration 17Q: 3 clusters Score -1.052238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10522384.000000 Penalty: 3682.082031
	Iteration 18Q: 3 clusters Score -1.052238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10522387.000000 Penalty: 3682.082031
	Iteration 19Q: 3 clusters Score -1.052239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10522395.000000 Penalty: 3682.082031
	Iteration 20F: 3 clusters Score -1.05224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35048.738281 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35048.74 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35507.589844 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35507.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35675.546875 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -35675.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35869.187500 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -35869.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35933.136719 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -35933.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35953.691406 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -35953.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35962.851562 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -35962.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35981.414062 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -35981.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36001.539062 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -36001.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36018.812500 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -36018.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36019.269531 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -36019.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36020.714844 Penalty: 1991.941284
	Iteration 11F: 3 clusters Score -36020.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36030.546875 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -36030.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36031.582031 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -36031.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36031.582031 Penalty: 1991.941284
	Iteration 14F: 3 clusters Score -36031.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 219 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 128708 members 
Mstep: Class 45 contains 240 members 
Entering Unmasked Estep 
Score: -141743552.000000 Penalty: 102089.937500
Splitting cluster 32 changes total score from -141745280.000000 to -141743552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (33228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Entering Unmasked Estep 
Score: -4216238.000000 Penalty: 1691.811523
	Iteration 0F: 2 clusters Score -4216238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4193714.250000 Penalty: 3383.623047
	Iteration 0F: 3 clusters Score -4193714 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4202323.000000 Penalty: 3383.623047
	Iteration 1F: 3 clusters Score -4202323 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4202816.500000 Penalty: 3383.623047
	Iteration 2Q: 3 clusters Score -4202816 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4203401.500000 Penalty: 3383.623047
	Iteration 3Q: 3 clusters Score -4203402 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4204164.000000 Penalty: 3383.623047
	Iteration 4Q: 3 clusters Score -4204164 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4205144.000000 Penalty: 3383.623047
	Iteration 5F: 3 clusters Score -4205144 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -4206522.000000 Penalty: 3383.623047
	Iteration 6F: 3 clusters Score -4206522 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4208421.000000 Penalty: 3383.623047
	Iteration 7F: 3 clusters Score -4208421 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -4210523.500000 Penalty: 3383.623047
	Iteration 8F: 3 clusters Score -4210524 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4212245.000000 Penalty: 3383.623047
	Iteration 9F: 3 clusters Score -4212245 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4213393.000000 Penalty: 3383.623047
	Iteration 10Q: 3 clusters Score -4213393 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4213997.500000 Penalty: 3383.623047
	Iteration 11Q: 3 clusters Score -4213998 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4214309.500000 Penalty: 3383.623047
	Iteration 12Q: 3 clusters Score -4214310 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4214469.000000 Penalty: 3383.623047
	Iteration 13Q: 3 clusters Score -4214469 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4214582.000000 Penalty: 3383.623047
	Iteration 14Q: 3 clusters Score -4214582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4214678.500000 Penalty: 3383.623047
	Iteration 15Q: 3 clusters Score -4214678 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4214753.000000 Penalty: 3383.623047
	Iteration 16Q: 3 clusters Score -4214753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4214801.500000 Penalty: 3383.623047
	Iteration 17Q: 3 clusters Score -4214802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4214841.000000 Penalty: 3383.623047
	Iteration 18Q: 3 clusters Score -4214841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4214866.000000 Penalty: 3383.623047
	Iteration 19Q: 3 clusters Score -4214866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4214881.000000 Penalty: 3383.623047
	Iteration 20F: 3 clusters Score -4214881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4214899.000000 Penalty: 3383.623047
	Iteration 21Q: 3 clusters Score -4214899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4214905.500000 Penalty: 3383.623047
	Iteration 22Q: 3 clusters Score -4214906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4214916.000000 Penalty: 3383.623047
	Iteration 23Q: 3 clusters Score -4214916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4214929.000000 Penalty: 3383.623047
	Iteration 24Q: 3 clusters Score -4214929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -4214937.500000 Penalty: 3383.623047
	Iteration 25Q: 3 clusters Score -4214938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4214939.000000 Penalty: 3383.623047
	Iteration 26Q: 3 clusters Score -4214939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4214942.500000 Penalty: 3383.623047
	Iteration 27Q: 3 clusters Score -4214942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4214947.500000 Penalty: 3383.623047
	Iteration 28Q: 3 clusters Score -4214948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4214946.500000 Penalty: 3383.623047
	Iteration 29Q: 3 clusters Score -4214946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4214948.000000 Penalty: 3383.623047
	Iteration 30Q: 3 clusters Score -4214948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4214948.000000 Penalty: 3383.623047
	Iteration 31Q: 3 clusters Score -4214948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4214945.500000 Penalty: 3383.623047
	Iteration 32Q: 3 clusters Score -4214946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4214945.500000 Penalty: 3383.623047
	Iteration 33F: 3 clusters Score -4214946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (78727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Entering Unmasked Estep 
Score: -10013527.000000 Penalty: 1831.983032
	Iteration 0F: 2 clusters Score -1.001353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -9962461.000000 Penalty: 3663.966064
	Iteration 0F: 3 clusters Score -9962461 nChanged 37428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -9983771.000000 Penalty: 3663.966064
	Iteration 1F: 3 clusters Score -9983771 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -9984340.000000 Penalty: 3663.966064
	Iteration 2Q: 3 clusters Score -9984340 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -9984923.000000 Penalty: 3663.966064
	Iteration 3Q: 3 clusters Score -9984923 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -9985538.000000 Penalty: 3663.966064
	Iteration 4Q: 3 clusters Score -9985538 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -9986245.000000 Penalty: 3663.966064
	Iteration 5Q: 3 clusters Score -9986245 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -9987121.000000 Penalty: 3663.966064
	Iteration 6Q: 3 clusters Score -9987121 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -9988233.000000 Penalty: 3663.966064
	Iteration 7Q: 3 clusters Score -9988233 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -9989705.000000 Penalty: 3663.966064
	Iteration 8Q: 3 clusters Score -9989705 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -9992016.000000 Penalty: 3663.966064
	Iteration 9Q: 3 clusters Score -9992016 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9994982.000000 Penalty: 3663.966064
	Iteration 10F: 3 clusters Score -9994982 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -9998228.000000 Penalty: 3663.966064
	Iteration 11F: 3 clusters Score -9998228 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -10000770.000000 Penalty: 3663.966064
	Iteration 12F: 3 clusters Score -1.000077e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -10002137.000000 Penalty: 3663.966064
	Iteration 13Q: 3 clusters Score -1.000214e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -10002864.000000 Penalty: 3663.966064
	Iteration 14Q: 3 clusters Score -1.000286e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -10003378.000000 Penalty: 3663.966064
	Iteration 15Q: 3 clusters Score -1.000338e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -10003826.000000 Penalty: 3663.966064
	Iteration 16Q: 3 clusters Score -1.000383e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -10004276.000000 Penalty: 3663.966064
	Iteration 17Q: 3 clusters Score -1.000428e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -10004669.000000 Penalty: 3663.966064
	Iteration 18Q: 3 clusters Score -1.000467e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -10005137.000000 Penalty: 3663.966064
	Iteration 19Q: 3 clusters Score -1.000514e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -10005662.000000 Penalty: 3663.966064
	Iteration 20F: 3 clusters Score -1.000566e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -10006106.000000 Penalty: 3663.966064
	Iteration 21Q: 3 clusters Score -1.000611e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -10006554.000000 Penalty: 3663.966064
	Iteration 22Q: 3 clusters Score -1.000655e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -10006985.000000 Penalty: 3663.966064
	Iteration 23Q: 3 clusters Score -1.000698e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -10007404.000000 Penalty: 3663.966064
	Iteration 24Q: 3 clusters Score -1.00074e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -10007810.000000 Penalty: 3663.966064
	Iteration 25Q: 3 clusters Score -1.000781e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -10008141.000000 Penalty: 3663.966064
	Iteration 26Q: 3 clusters Score -1.000814e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -10008410.000000 Penalty: 3663.966064
	Iteration 27Q: 3 clusters Score -1.000841e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -10008712.000000 Penalty: 3663.966064
	Iteration 28Q: 3 clusters Score -1.000871e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -10008963.000000 Penalty: 3663.966064
	Iteration 29Q: 3 clusters Score -1.000896e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -10009112.000000 Penalty: 3663.966064
	Iteration 30Q: 3 clusters Score -1.000911e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -10009275.000000 Penalty: 3663.966064
	Iteration 31Q: 3 clusters Score -1.000928e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -10009460.000000 Penalty: 3663.966064
	Iteration 32Q: 3 clusters Score -1.000946e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -10009536.000000 Penalty: 3663.966064
	Iteration 33Q: 3 clusters Score -1.000954e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -10009636.000000 Penalty: 3663.966064
	Iteration 34Q: 3 clusters Score -1.000964e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -10009726.000000 Penalty: 3663.966064
	Iteration 35Q: 3 clusters Score -1.000973e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -10009773.000000 Penalty: 3663.966064
	Iteration 36Q: 3 clusters Score -1.000977e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -10009806.000000 Penalty: 3663.966064
	Iteration 37Q: 3 clusters Score -1.000981e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -10009849.000000 Penalty: 3663.966064
	Iteration 38Q: 3 clusters Score -1.000985e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -10009916.000000 Penalty: 3663.966064
	Iteration 39Q: 3 clusters Score -1.000992e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -10009937.000000 Penalty: 3663.966064
	Iteration 40F: 3 clusters Score -1.000994e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -10009974.000000 Penalty: 3663.966064
	Iteration 41Q: 3 clusters Score -1.000997e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -10010001.000000 Penalty: 3663.966064
	Iteration 42Q: 3 clusters Score -1.001e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -10009990.000000 Penalty: 3663.966064
	Iteration 43Q: 3 clusters Score -1.000999e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -10009996.000000 Penalty: 3663.966064
	Iteration 44Q: 3 clusters Score -1.001e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -10010024.000000 Penalty: 3663.966064
	Iteration 45Q: 3 clusters Score -1.001002e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -10010052.000000 Penalty: 3663.966064
	Iteration 46Q: 3 clusters Score -1.001005e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -10010057.000000 Penalty: 3663.966064
	Iteration 47Q: 3 clusters Score -1.001006e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -10010065.000000 Penalty: 3663.966064
	Iteration 48Q: 3 clusters Score -1.001006e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -10010070.000000 Penalty: 3663.966064
	Iteration 49Q: 3 clusters Score -1.001007e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -10010087.000000 Penalty: 3663.966064
	Iteration 50Q: 3 clusters Score -1.001009e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -10010111.000000 Penalty: 3663.966064
	Iteration 51Q: 3 clusters Score -1.001011e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -10010135.000000 Penalty: 3663.966064
	Iteration 52Q: 3 clusters Score -1.001014e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -10010152.000000 Penalty: 3663.966064
	Iteration 53Q: 3 clusters Score -1.001015e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -10010166.000000 Penalty: 3663.966064
	Iteration 54Q: 3 clusters Score -1.001017e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -10010175.000000 Penalty: 3663.966064
	Iteration 55Q: 3 clusters Score -1.001018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -10010192.000000 Penalty: 3663.966064
	Iteration 56Q: 3 clusters Score -1.001019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -10010192.000000 Penalty: 3663.966064
	Iteration 57Q: 3 clusters Score -1.001019e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -10010215.000000 Penalty: 3663.966064
	Iteration 58Q: 3 clusters Score -1.001022e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -10010228.000000 Penalty: 3663.966064
	Iteration 59Q: 3 clusters Score -1.001023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -10010221.000000 Penalty: 3663.966064
	Iteration 60F: 3 clusters Score -1.001022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -10010236.000000 Penalty: 3663.966064
	Iteration 61Q: 3 clusters Score -1.001024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -10010244.000000 Penalty: 3663.966064
	Iteration 62Q: 3 clusters Score -1.001024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -10010240.000000 Penalty: 3663.966064
	Iteration 63Q: 3 clusters Score -1.001024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -10010247.000000 Penalty: 3663.966064
	Iteration 64Q: 3 clusters Score -1.001025e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -10010265.000000 Penalty: 3663.966064
	Iteration 65Q: 3 clusters Score -1.001026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -10010252.000000 Penalty: 3663.966064
	Iteration 66Q: 3 clusters Score -1.001025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -10010250.000000 Penalty: 3663.966064
	Iteration 67Q: 3 clusters Score -1.001025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -10010244.000000 Penalty: 3663.966064
	Iteration 68Q: 3 clusters Score -1.001024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -10010245.000000 Penalty: 3663.966064
	Iteration 69Q: 3 clusters Score -1.001024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -10010257.000000 Penalty: 3663.966064
	Iteration 70Q: 3 clusters Score -1.001026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -10010260.000000 Penalty: 3663.966064
	Iteration 71Q: 3 clusters Score -1.001026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -10010277.000000 Penalty: 3663.966064
	Iteration 72Q: 3 clusters Score -1.001028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -10010279.000000 Penalty: 3663.966064
	Iteration 73Q: 3 clusters Score -1.001028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -10010277.000000 Penalty: 3663.966064
	Iteration 74Q: 3 clusters Score -1.001028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -10010275.000000 Penalty: 3663.966064
	Iteration 75Q: 3 clusters Score -1.001028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -10010271.000000 Penalty: 3663.966064
	Iteration 76Q: 3 clusters Score -1.001027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -10010267.000000 Penalty: 3663.966064
	Iteration 77Q: 3 clusters Score -1.001027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -10010267.000000 Penalty: 3663.966064
	Iteration 78Q: 3 clusters Score -1.001027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -10010280.000000 Penalty: 3663.966064
	Iteration 79Q: 3 clusters Score -1.001028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -10010274.000000 Penalty: 3663.966064
	Iteration 80F: 3 clusters Score -1.001027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -10010274.000000 Penalty: 3663.966064
	Iteration 81Q: 3 clusters Score -1.001027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -10010271.000000 Penalty: 3663.966064
	Iteration 82Q: 3 clusters Score -1.001027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -10010276.000000 Penalty: 3663.966064
	Iteration 83Q: 3 clusters Score -1.001028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -10010271.000000 Penalty: 3663.966064
	Iteration 84Q: 3 clusters Score -1.001027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -10010277.000000 Penalty: 3663.966064
	Iteration 85Q: 3 clusters Score -1.001028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -10010284.000000 Penalty: 3663.966064
	Iteration 86Q: 3 clusters Score -1.001028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -10010285.000000 Penalty: 3663.966064
	Iteration 87Q: 3 clusters Score -1.001028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -10010287.000000 Penalty: 3663.966064
	Iteration 88Q: 3 clusters Score -1.001029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -10010293.000000 Penalty: 3663.966064
	Iteration 89Q: 3 clusters Score -1.001029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -10010297.000000 Penalty: 3663.966064
	Iteration 90Q: 3 clusters Score -1.00103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -10010297.000000 Penalty: 3663.966064
	Iteration 91Q: 3 clusters Score -1.00103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -10010292.000000 Penalty: 3663.966064
	Iteration 92Q: 3 clusters Score -1.001029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -10010293.000000 Penalty: 3663.966064
	Iteration 93Q: 3 clusters Score -1.001029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -10010293.000000 Penalty: 3663.966064
	Iteration 94F: 3 clusters Score -1.001029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -52593.437500 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -52593.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51590.210938 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -51590.21 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51885.644531 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -51885.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52030.613281 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -52030.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52137.972656 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -52137.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52306.613281 Penalty: 2041.736694
	Iteration 4F: 3 clusters Score -52306.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52432.664062 Penalty: 2041.736694
	Iteration 5F: 3 clusters Score -52432.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52488.125000 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -52488.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52510.589844 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -52510.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52519.289062 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -52519.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52519.882812 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -52519.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52523.957031 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -52523.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52532.687500 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -52532.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52545.597656 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -52545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52557.269531 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -52557.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52564.320312 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -52564.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52566.007812 Penalty: 2041.736694
	Iteration 15Q: 3 clusters Score -52566.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52566.007812 Penalty: 2041.736694
	Iteration 16F: 3 clusters Score -52566.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Entering Unmasked Estep 
Score: -2137215.500000 Penalty: 1586.985229
	Iteration 0F: 2 clusters Score -2137216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2125196.250000 Penalty: 3173.970459
	Iteration 0F: 3 clusters Score -2125196 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2129640.000000 Penalty: 3173.970459
	Iteration 1F: 3 clusters Score -2129640 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2130037.500000 Penalty: 3173.970459
	Iteration 2F: 3 clusters Score -2130038 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2130368.750000 Penalty: 3173.970459
	Iteration 3Q: 3 clusters Score -2130369 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2130706.000000 Penalty: 3173.970459
	Iteration 4Q: 3 clusters Score -2130706 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2131068.000000 Penalty: 3173.970459
	Iteration 5Q: 3 clusters Score -2131068 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2131451.750000 Penalty: 3173.970459
	Iteration 6Q: 3 clusters Score -2131452 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2131932.750000 Penalty: 3173.970459
	Iteration 7Q: 3 clusters Score -2131933 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2132543.250000 Penalty: 3173.970459
	Iteration 8F: 3 clusters Score -2132543 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2133187.000000 Penalty: 3173.970459
	Iteration 9F: 3 clusters Score -2133187 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2133839.500000 Penalty: 3173.970459
	Iteration 10F: 3 clusters Score -2133840 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2134479.000000 Penalty: 3173.970459
	Iteration 11Q: 3 clusters Score -2134479 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2135106.500000 Penalty: 3173.970459
	Iteration 12Q: 3 clusters Score -2135106 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2135539.250000 Penalty: 3173.970459
	Iteration 13Q: 3 clusters Score -2135539 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2135760.000000 Penalty: 3173.970459
	Iteration 14Q: 3 clusters Score -2135760 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2135890.750000 Penalty: 3173.970459
	Iteration 15Q: 3 clusters Score -2135891 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2135985.000000 Penalty: 3173.970459
	Iteration 16Q: 3 clusters Score -2135985 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2136041.000000 Penalty: 3173.970459
	Iteration 17Q: 3 clusters Score -2136041 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2136078.750000 Penalty: 3173.970459
	Iteration 18Q: 3 clusters Score -2136079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2136108.000000 Penalty: 3173.970459
	Iteration 19Q: 3 clusters Score -2136108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2136132.750000 Penalty: 3173.970459
	Iteration 20F: 3 clusters Score -2136133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2136156.750000 Penalty: 3173.970459
	Iteration 21Q: 3 clusters Score -2136157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2136184.000000 Penalty: 3173.970459
	Iteration 22Q: 3 clusters Score -2136184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2136210.250000 Penalty: 3173.970459
	Iteration 23Q: 3 clusters Score -2136210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2136239.000000 Penalty: 3173.970459
	Iteration 24Q: 3 clusters Score -2136239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2136271.500000 Penalty: 3173.970459
	Iteration 25Q: 3 clusters Score -2136272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2136335.250000 Penalty: 3173.970459
	Iteration 26Q: 3 clusters Score -2136335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2136400.750000 Penalty: 3173.970459
	Iteration 27Q: 3 clusters Score -2136401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2136446.000000 Penalty: 3173.970459
	Iteration 28Q: 3 clusters Score -2136446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2136471.000000 Penalty: 3173.970459
	Iteration 29Q: 3 clusters Score -2136471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2136485.500000 Penalty: 3173.970459
	Iteration 30Q: 3 clusters Score -2136486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2136491.750000 Penalty: 3173.970459
	Iteration 31Q: 3 clusters Score -2136492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2136491.000000 Penalty: 3173.970459
	Iteration 32Q: 3 clusters Score -2136491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2136492.500000 Penalty: 3173.970459
	Iteration 33Q: 3 clusters Score -2136492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2136497.500000 Penalty: 3173.970459
	Iteration 34Q: 3 clusters Score -2136498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2136500.250000 Penalty: 3173.970459
	Iteration 35Q: 3 clusters Score -2136500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2136502.000000 Penalty: 3173.970459
	Iteration 36Q: 3 clusters Score -2136502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2136508.000000 Penalty: 3173.970459
	Iteration 37Q: 3 clusters Score -2136508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2136510.000000 Penalty: 3173.970459
	Iteration 38Q: 3 clusters Score -2136510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2136507.750000 Penalty: 3173.970459
	Iteration 39Q: 3 clusters Score -2136508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2136506.750000 Penalty: 3173.970459
	Iteration 40F: 3 clusters Score -2136507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2136510.000000 Penalty: 3173.970459
	Iteration 41Q: 3 clusters Score -2136510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2136507.750000 Penalty: 3173.970459
	Iteration 42Q: 3 clusters Score -2136508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2136507.750000 Penalty: 3173.970459
	Iteration 43F: 3 clusters Score -2136508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -876110.125000 Penalty: 1441.665283
	Iteration 0F: 2 clusters Score -876110.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -870826.125000 Penalty: 2883.330566
	Iteration 0F: 3 clusters Score -870826.1 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -872406.625000 Penalty: 2883.330566
	Iteration 1F: 3 clusters Score -872406.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -872703.562500 Penalty: 2883.330566
	Iteration 2F: 3 clusters Score -872703.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -873008.125000 Penalty: 2883.330566
	Iteration 3F: 3 clusters Score -873008.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -873313.437500 Penalty: 2883.330566
	Iteration 4F: 3 clusters Score -873313.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -873618.750000 Penalty: 2883.330566
	Iteration 5F: 3 clusters Score -873618.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -873916.687500 Penalty: 2883.330566
	Iteration 6F: 3 clusters Score -873916.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -874162.875000 Penalty: 2883.330566
	Iteration 7Q: 3 clusters Score -874162.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -874343.937500 Penalty: 2883.330566
	Iteration 8Q: 3 clusters Score -874343.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -874459.875000 Penalty: 2883.330566
	Iteration 9Q: 3 clusters Score -874459.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -874547.750000 Penalty: 2883.330566
	Iteration 10Q: 3 clusters Score -874547.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -874619.062500 Penalty: 2883.330566
	Iteration 11Q: 3 clusters Score -874619.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -874675.500000 Penalty: 2883.330566
	Iteration 12Q: 3 clusters Score -874675.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -874728.375000 Penalty: 2883.330566
	Iteration 13Q: 3 clusters Score -874728.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -874768.375000 Penalty: 2883.330566
	Iteration 14Q: 3 clusters Score -874768.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -874798.937500 Penalty: 2883.330566
	Iteration 15Q: 3 clusters Score -874798.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -874814.500000 Penalty: 2883.330566
	Iteration 16Q: 3 clusters Score -874814.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -874833.375000 Penalty: 2883.330566
	Iteration 17Q: 3 clusters Score -874833.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -874845.750000 Penalty: 2883.330566
	Iteration 18Q: 3 clusters Score -874845.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -874855.687500 Penalty: 2883.330566
	Iteration 19Q: 3 clusters Score -874855.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -874869.187500 Penalty: 2883.330566
	Iteration 20F: 3 clusters Score -874869.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -874880.437500 Penalty: 2883.330566
	Iteration 21Q: 3 clusters Score -874880.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -874891.687500 Penalty: 2883.330566
	Iteration 22Q: 3 clusters Score -874891.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -874902.312500 Penalty: 2883.330566
	Iteration 23Q: 3 clusters Score -874902.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -874911.875000 Penalty: 2883.330566
	Iteration 24Q: 3 clusters Score -874911.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -874922.750000 Penalty: 2883.330566
	Iteration 25Q: 3 clusters Score -874922.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -874931.750000 Penalty: 2883.330566
	Iteration 26Q: 3 clusters Score -874931.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -874936.812500 Penalty: 2883.330566
	Iteration 27Q: 3 clusters Score -874936.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -874942.687500 Penalty: 2883.330566
	Iteration 28Q: 3 clusters Score -874942.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -874947.375000 Penalty: 2883.330566
	Iteration 29Q: 3 clusters Score -874947.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -874953.187500 Penalty: 2883.330566
	Iteration 30Q: 3 clusters Score -874953.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -874955.000000 Penalty: 2883.330566
	Iteration 31Q: 3 clusters Score -874955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -874960.000000 Penalty: 2883.330566
	Iteration 32Q: 3 clusters Score -874960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -874962.937500 Penalty: 2883.330566
	Iteration 33Q: 3 clusters Score -874962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -874967.875000 Penalty: 2883.330566
	Iteration 34Q: 3 clusters Score -874967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -874971.812500 Penalty: 2883.330566
	Iteration 35Q: 3 clusters Score -874971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -874975.687500 Penalty: 2883.330566
	Iteration 36Q: 3 clusters Score -874975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -874976.625000 Penalty: 2883.330566
	Iteration 37Q: 3 clusters Score -874976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -874979.187500 Penalty: 2883.330566
	Iteration 38Q: 3 clusters Score -874979.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -874981.062500 Penalty: 2883.330566
	Iteration 39Q: 3 clusters Score -874981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -874982.437500 Penalty: 2883.330566
	Iteration 40F: 3 clusters Score -874982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -874987.312500 Penalty: 2883.330566
	Iteration 41Q: 3 clusters Score -874987.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -874991.625000 Penalty: 2883.330566
	Iteration 42Q: 3 clusters Score -874991.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -874996.687500 Penalty: 2883.330566
	Iteration 43Q: 3 clusters Score -874996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -874999.500000 Penalty: 2883.330566
	Iteration 44Q: 3 clusters Score -874999.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -875003.875000 Penalty: 2883.330566
	Iteration 45Q: 3 clusters Score -875003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -875011.625000 Penalty: 2883.330566
	Iteration 46Q: 3 clusters Score -875011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -875014.375000 Penalty: 2883.330566
	Iteration 47Q: 3 clusters Score -875014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -875016.812500 Penalty: 2883.330566
	Iteration 48Q: 3 clusters Score -875016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -875022.750000 Penalty: 2883.330566
	Iteration 49Q: 3 clusters Score -875022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -875025.750000 Penalty: 2883.330566
	Iteration 50Q: 3 clusters Score -875025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -875030.500000 Penalty: 2883.330566
	Iteration 51Q: 3 clusters Score -875030.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -875036.937500 Penalty: 2883.330566
	Iteration 52Q: 3 clusters Score -875036.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -875041.937500 Penalty: 2883.330566
	Iteration 53Q: 3 clusters Score -875041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -875044.125000 Penalty: 2883.330566
	Iteration 54Q: 3 clusters Score -875044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -875047.687500 Penalty: 2883.330566
	Iteration 55Q: 3 clusters Score -875047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -875048.437500 Penalty: 2883.330566
	Iteration 56Q: 3 clusters Score -875048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -875051.750000 Penalty: 2883.330566
	Iteration 57Q: 3 clusters Score -875051.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -875060.437500 Penalty: 2883.330566
	Iteration 58Q: 3 clusters Score -875060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -875068.125000 Penalty: 2883.330566
	Iteration 59Q: 3 clusters Score -875068.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -875072.062500 Penalty: 2883.330566
	Iteration 60F: 3 clusters Score -875072.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -875081.375000 Penalty: 2883.330566
	Iteration 61Q: 3 clusters Score -875081.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -875090.250000 Penalty: 2883.330566
	Iteration 62Q: 3 clusters Score -875090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -875093.625000 Penalty: 2883.330566
	Iteration 63Q: 3 clusters Score -875093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -875104.125000 Penalty: 2883.330566
	Iteration 64Q: 3 clusters Score -875104.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -875110.875000 Penalty: 2883.330566
	Iteration 65Q: 3 clusters Score -875110.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -875119.312500 Penalty: 2883.330566
	Iteration 66Q: 3 clusters Score -875119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -875122.187500 Penalty: 2883.330566
	Iteration 67Q: 3 clusters Score -875122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -875128.062500 Penalty: 2883.330566
	Iteration 68Q: 3 clusters Score -875128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -875129.625000 Penalty: 2883.330566
	Iteration 69Q: 3 clusters Score -875129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -875130.187500 Penalty: 2883.330566
	Iteration 70Q: 3 clusters Score -875130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -875131.375000 Penalty: 2883.330566
	Iteration 71Q: 3 clusters Score -875131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -875131.375000 Penalty: 2883.330566
	Iteration 72F: 3 clusters Score -875131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50694.722656 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50694.72 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50815.367188 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50815.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50864.882812 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -50864.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50907.648438 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50907.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50925.949219 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50925.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50933.484375 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50933.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50938.238281 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -50938.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50941.937500 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -50941.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50944.417969 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -50944.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50947.988281 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -50947.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50947.988281 Penalty: 1989.096680
	Iteration 10F: 3 clusters Score -50947.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -142090.296875 Penalty: 1160.065918
	Iteration 0F: 2 clusters Score -142090.3 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 681 members 
Entering Unmasked Estep 
Score: -140480.421875 Penalty: 2320.131836
	Iteration 0F: 3 clusters Score -140480.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140834.718750 Penalty: 2320.131836
	Iteration 1F: 3 clusters Score -140834.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -141004.484375 Penalty: 2320.131836
	Iteration 2F: 3 clusters Score -141004.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141113.859375 Penalty: 2320.131836
	Iteration 3F: 3 clusters Score -141113.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -141170.062500 Penalty: 2320.131836
	Iteration 4Q: 3 clusters Score -141170.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -141205.375000 Penalty: 2320.131836
	Iteration 5Q: 3 clusters Score -141205.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -141229.953125 Penalty: 2320.131836
	Iteration 6Q: 3 clusters Score -141230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -141252.671875 Penalty: 2320.131836
	Iteration 7Q: 3 clusters Score -141252.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141272.078125 Penalty: 2320.131836
	Iteration 8Q: 3 clusters Score -141272.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -141293.656250 Penalty: 2320.131836
	Iteration 9Q: 3 clusters Score -141293.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141318.515625 Penalty: 2320.131836
	Iteration 10Q: 3 clusters Score -141318.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -141346.265625 Penalty: 2320.131836
	Iteration 11Q: 3 clusters Score -141346.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -141401.156250 Penalty: 2320.131836
	Iteration 12Q: 3 clusters Score -141401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -141425.437500 Penalty: 2320.131836
	Iteration 13Q: 3 clusters Score -141425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -141440.984375 Penalty: 2320.131836
	Iteration 14Q: 3 clusters Score -141441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -141456.953125 Penalty: 2320.131836
	Iteration 15Q: 3 clusters Score -141457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -141468.671875 Penalty: 2320.131836
	Iteration 16Q: 3 clusters Score -141468.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -141482.015625 Penalty: 2320.131836
	Iteration 17Q: 3 clusters Score -141482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -141492.640625 Penalty: 2320.131836
	Iteration 18Q: 3 clusters Score -141492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -141500.937500 Penalty: 2320.131836
	Iteration 19Q: 3 clusters Score -141500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -141509.812500 Penalty: 2320.131836
	Iteration 20F: 3 clusters Score -141509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -141515.406250 Penalty: 2320.131836
	Iteration 21Q: 3 clusters Score -141515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -141519.859375 Penalty: 2320.131836
	Iteration 22Q: 3 clusters Score -141519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -141522.359375 Penalty: 2320.131836
	Iteration 23Q: 3 clusters Score -141522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -141524.062500 Penalty: 2320.131836
	Iteration 24Q: 3 clusters Score -141524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -141525.921875 Penalty: 2320.131836
	Iteration 25Q: 3 clusters Score -141525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -141528.046875 Penalty: 2320.131836
	Iteration 26Q: 3 clusters Score -141528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -141530.937500 Penalty: 2320.131836
	Iteration 27Q: 3 clusters Score -141530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -141533.250000 Penalty: 2320.131836
	Iteration 28Q: 3 clusters Score -141533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -141534.468750 Penalty: 2320.131836
	Iteration 29Q: 3 clusters Score -141534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -141535.281250 Penalty: 2320.131836
	Iteration 30Q: 3 clusters Score -141535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -141535.281250 Penalty: 2320.131836
	Iteration 31F: 3 clusters Score -141535.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6125.456543 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6125.457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6250.698242 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6250.698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6320.577148 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -6320.577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6339.562500 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6339.562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6347.422852 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -6347.423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6347.422852 Penalty: 1717.041138
	Iteration 5F: 3 clusters Score -6347.423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (100615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Entering Unmasked Estep 
Score: -12664930.000000 Penalty: 1871.846680
	Iteration 0F: 2 clusters Score -1.266493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -12598828.000000 Penalty: 3743.693359
	Iteration 0F: 3 clusters Score -1.259883e+07 nChanged 48263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -12626938.000000 Penalty: 3743.693359
	Iteration 1F: 3 clusters Score -1.262694e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -12628084.000000 Penalty: 3743.693359
	Iteration 2Q: 3 clusters Score -1.262808e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -12629804.000000 Penalty: 3743.693359
	Iteration 3Q: 3 clusters Score -1.26298e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -12632669.000000 Penalty: 3743.693359
	Iteration 4F: 3 clusters Score -1.263267e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -12637292.000000 Penalty: 3743.693359
	Iteration 5F: 3 clusters Score -1.263729e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -12643693.000000 Penalty: 3743.693359
	Iteration 6F: 3 clusters Score -1.264369e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -12649903.000000 Penalty: 3743.693359
	Iteration 7F: 3 clusters Score -1.26499e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -12654548.000000 Penalty: 3743.693359
	Iteration 8Q: 3 clusters Score -1.265455e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -12657237.000000 Penalty: 3743.693359
	Iteration 9Q: 3 clusters Score -1.265724e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -12658711.000000 Penalty: 3743.693359
	Iteration 10Q: 3 clusters Score -1.265871e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -12659871.000000 Penalty: 3743.693359
	Iteration 11Q: 3 clusters Score -1.265987e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -12660686.000000 Penalty: 3743.693359
	Iteration 12Q: 3 clusters Score -1.266069e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -12661341.000000 Penalty: 3743.693359
	Iteration 13Q: 3 clusters Score -1.266134e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -12661772.000000 Penalty: 3743.693359
	Iteration 14Q: 3 clusters Score -1.266177e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -12662137.000000 Penalty: 3743.693359
	Iteration 15Q: 3 clusters Score -1.266214e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -12662428.000000 Penalty: 3743.693359
	Iteration 16Q: 3 clusters Score -1.266243e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12662558.000000 Penalty: 3743.693359
	Iteration 17Q: 3 clusters Score -1.266256e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12662701.000000 Penalty: 3743.693359
	Iteration 18Q: 3 clusters Score -1.26627e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12662807.000000 Penalty: 3743.693359
	Iteration 19Q: 3 clusters Score -1.266281e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12662927.000000 Penalty: 3743.693359
	Iteration 20F: 3 clusters Score -1.266293e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12662998.000000 Penalty: 3743.693359
	Iteration 21Q: 3 clusters Score -1.2663e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12663058.000000 Penalty: 3743.693359
	Iteration 22Q: 3 clusters Score -1.266306e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12663093.000000 Penalty: 3743.693359
	Iteration 23Q: 3 clusters Score -1.266309e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12663124.000000 Penalty: 3743.693359
	Iteration 24Q: 3 clusters Score -1.266312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12663136.000000 Penalty: 3743.693359
	Iteration 25Q: 3 clusters Score -1.266314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12663151.000000 Penalty: 3743.693359
	Iteration 26Q: 3 clusters Score -1.266315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99926 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12663164.000000 Penalty: 3743.693359
	Iteration 27Q: 3 clusters Score -1.266316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99941 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12663176.000000 Penalty: 3743.693359
	Iteration 28Q: 3 clusters Score -1.266318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12663188.000000 Penalty: 3743.693359
	Iteration 29Q: 3 clusters Score -1.266319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12663209.000000 Penalty: 3743.693359
	Iteration 30Q: 3 clusters Score -1.266321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12663196.000000 Penalty: 3743.693359
	Iteration 31Q: 3 clusters Score -1.26632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12663203.000000 Penalty: 3743.693359
	Iteration 32Q: 3 clusters Score -1.26632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12663208.000000 Penalty: 3743.693359
	Iteration 33Q: 3 clusters Score -1.266321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12663209.000000 Penalty: 3743.693359
	Iteration 34Q: 3 clusters Score -1.266321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12663226.000000 Penalty: 3743.693359
	Iteration 35Q: 3 clusters Score -1.266323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12663213.000000 Penalty: 3743.693359
	Iteration 36Q: 3 clusters Score -1.266321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12663213.000000 Penalty: 3743.693359
	Iteration 37F: 3 clusters Score -1.266321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50116.113281 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50116.11 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50312.976562 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50312.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50350.539062 Penalty: 1981.143066
	Iteration 2Q: 3 clusters Score -50350.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50372.234375 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50372.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50382.238281 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50382.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50393.628906 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50393.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50399.847656 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50399.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50403.726562 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50403.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50406.062500 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50406.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50406.062500 Penalty: 1981.143066
	Iteration 9F: 3 clusters Score -50406.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Entering Unmasked Estep 
Score: -2513773.500000 Penalty: 1606.596558
	Iteration 0F: 2 clusters Score -2513774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2500335.750000 Penalty: 3213.193115
	Iteration 0F: 3 clusters Score -2500336 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2505257.500000 Penalty: 3213.193115
	Iteration 1F: 3 clusters Score -2505258 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2505636.250000 Penalty: 3213.193115
	Iteration 2F: 3 clusters Score -2505636 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2505955.000000 Penalty: 3213.193115
	Iteration 3Q: 3 clusters Score -2505955 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2506285.250000 Penalty: 3213.193115
	Iteration 4Q: 3 clusters Score -2506285 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2506652.750000 Penalty: 3213.193115
	Iteration 5Q: 3 clusters Score -2506653 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2507069.000000 Penalty: 3213.193115
	Iteration 6Q: 3 clusters Score -2507069 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2507593.500000 Penalty: 3213.193115
	Iteration 7Q: 3 clusters Score -2507594 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2508175.750000 Penalty: 3213.193115
	Iteration 8Q: 3 clusters Score -2508176 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2508763.000000 Penalty: 3213.193115
	Iteration 9Q: 3 clusters Score -2508763 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2509299.250000 Penalty: 3213.193115
	Iteration 10Q: 3 clusters Score -2509299 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2509703.250000 Penalty: 3213.193115
	Iteration 11Q: 3 clusters Score -2509703 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2510016.000000 Penalty: 3213.193115
	Iteration 12Q: 3 clusters Score -2510016 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2510258.750000 Penalty: 3213.193115
	Iteration 13Q: 3 clusters Score -2510259 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2510450.000000 Penalty: 3213.193115
	Iteration 14Q: 3 clusters Score -2510450 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2510613.000000 Penalty: 3213.193115
	Iteration 15Q: 3 clusters Score -2510613 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2510748.750000 Penalty: 3213.193115
	Iteration 16Q: 3 clusters Score -2510749 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2510878.500000 Penalty: 3213.193115
	Iteration 17Q: 3 clusters Score -2510878 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2511031.500000 Penalty: 3213.193115
	Iteration 18Q: 3 clusters Score -2511032 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2511162.250000 Penalty: 3213.193115
	Iteration 19Q: 3 clusters Score -2511162 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2511302.000000 Penalty: 3213.193115
	Iteration 20F: 3 clusters Score -2511302 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2511426.500000 Penalty: 3213.193115
	Iteration 21Q: 3 clusters Score -2511426 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2511560.000000 Penalty: 3213.193115
	Iteration 22Q: 3 clusters Score -2511560 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2511687.500000 Penalty: 3213.193115
	Iteration 23Q: 3 clusters Score -2511688 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2511797.500000 Penalty: 3213.193115
	Iteration 24Q: 3 clusters Score -2511798 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2511887.750000 Penalty: 3213.193115
	Iteration 25Q: 3 clusters Score -2511888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2511985.000000 Penalty: 3213.193115
	Iteration 26Q: 3 clusters Score -2511985 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2512062.750000 Penalty: 3213.193115
	Iteration 27Q: 3 clusters Score -2512063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2512148.500000 Penalty: 3213.193115
	Iteration 28Q: 3 clusters Score -2512148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2512197.750000 Penalty: 3213.193115
	Iteration 29Q: 3 clusters Score -2512198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2512243.000000 Penalty: 3213.193115
	Iteration 30Q: 3 clusters Score -2512243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2512280.750000 Penalty: 3213.193115
	Iteration 31Q: 3 clusters Score -2512281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2512301.250000 Penalty: 3213.193115
	Iteration 32Q: 3 clusters Score -2512301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2512315.250000 Penalty: 3213.193115
	Iteration 33Q: 3 clusters Score -2512315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2512333.250000 Penalty: 3213.193115
	Iteration 34Q: 3 clusters Score -2512333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2512340.250000 Penalty: 3213.193115
	Iteration 35Q: 3 clusters Score -2512340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2512345.000000 Penalty: 3213.193115
	Iteration 36Q: 3 clusters Score -2512345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2512349.500000 Penalty: 3213.193115
	Iteration 37Q: 3 clusters Score -2512350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2512354.250000 Penalty: 3213.193115
	Iteration 38Q: 3 clusters Score -2512354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2512351.000000 Penalty: 3213.193115
	Iteration 39Q: 3 clusters Score -2512351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2512355.000000 Penalty: 3213.193115
	Iteration 40F: 3 clusters Score -2512355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2512354.750000 Penalty: 3213.193115
	Iteration 41Q: 3 clusters Score -2512355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2512359.500000 Penalty: 3213.193115
	Iteration 42Q: 3 clusters Score -2512360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2512362.000000 Penalty: 3213.193115
	Iteration 43Q: 3 clusters Score -2512362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2512367.250000 Penalty: 3213.193115
	Iteration 44Q: 3 clusters Score -2512367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2512368.000000 Penalty: 3213.193115
	Iteration 45Q: 3 clusters Score -2512368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2512370.500000 Penalty: 3213.193115
	Iteration 46Q: 3 clusters Score -2512370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2512369.500000 Penalty: 3213.193115
	Iteration 47Q: 3 clusters Score -2512370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2512374.750000 Penalty: 3213.193115
	Iteration 48Q: 3 clusters Score -2512375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2512378.500000 Penalty: 3213.193115
	Iteration 49Q: 3 clusters Score -2512378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2512377.500000 Penalty: 3213.193115
	Iteration 50Q: 3 clusters Score -2512378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2512376.250000 Penalty: 3213.193115
	Iteration 51Q: 3 clusters Score -2512376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2512376.250000 Penalty: 3213.193115
	Iteration 52F: 3 clusters Score -2512376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (128708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128708 members 
Entering Unmasked Estep 
Score: -16307778.000000 Penalty: 1911.861572
	Iteration 0F: 2 clusters Score -1.630778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -16238402.000000 Penalty: 3823.723145
	Iteration 0F: 3 clusters Score -1.62384e+07 nChanged 61709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -16274239.000000 Penalty: 3823.723145
	Iteration 1F: 3 clusters Score -1.627424e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -16274822.000000 Penalty: 3823.723145
	Iteration 2Q: 3 clusters Score -1.627482e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -16275314.000000 Penalty: 3823.723145
	Iteration 3Q: 3 clusters Score -1.627531e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -16275829.000000 Penalty: 3823.723145
	Iteration 4Q: 3 clusters Score -1.627583e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -16276550.000000 Penalty: 3823.723145
	Iteration 5Q: 3 clusters Score -1.627655e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -16277697.000000 Penalty: 3823.723145
	Iteration 6Q: 3 clusters Score -1.62777e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -16279158.000000 Penalty: 3823.723145
	Iteration 7Q: 3 clusters Score -1.627916e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -16281573.000000 Penalty: 3823.723145
	Iteration 8Q: 3 clusters Score -1.628157e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -16285427.000000 Penalty: 3823.723145
	Iteration 9F: 3 clusters Score -1.628543e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -16291112.000000 Penalty: 3823.723145
	Iteration 10F: 3 clusters Score -1.629111e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -16298632.000000 Penalty: 3823.723145
	Iteration 11F: 3 clusters Score -1.629863e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -16304559.000000 Penalty: 3823.723145
	Iteration 12F: 3 clusters Score -1.630456e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -16307124.000000 Penalty: 3823.723145
	Iteration 13Q: 3 clusters Score -1.630712e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -16308411.000000 Penalty: 3823.723145
	Iteration 14Q: 3 clusters Score -1.630841e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -16309496.000000 Penalty: 3823.723145
	Iteration 15Q: 3 clusters Score -1.63095e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -16310551.000000 Penalty: 3823.723145
	Iteration 16Q: 3 clusters Score -1.631055e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -16311504.000000 Penalty: 3823.723145
	Iteration 17Q: 3 clusters Score -1.63115e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -16312373.000000 Penalty: 3823.723145
	Iteration 18Q: 3 clusters Score -1.631237e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -16313288.000000 Penalty: 3823.723145
	Iteration 19Q: 3 clusters Score -1.631329e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -16313938.000000 Penalty: 3823.723145
	Iteration 20F: 3 clusters Score -1.631394e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -16314334.000000 Penalty: 3823.723145
	Iteration 21Q: 3 clusters Score -1.631433e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -16314708.000000 Penalty: 3823.723145
	Iteration 22Q: 3 clusters Score -1.631471e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -16315029.000000 Penalty: 3823.723145
	Iteration 23Q: 3 clusters Score -1.631503e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -16315180.000000 Penalty: 3823.723145
	Iteration 24Q: 3 clusters Score -1.631518e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -16315366.000000 Penalty: 3823.723145
	Iteration 25Q: 3 clusters Score -1.631537e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -16315512.000000 Penalty: 3823.723145
	Iteration 26Q: 3 clusters Score -1.631551e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -16315540.000000 Penalty: 3823.723145
	Iteration 27Q: 3 clusters Score -1.631554e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -16315704.000000 Penalty: 3823.723145
	Iteration 28Q: 3 clusters Score -1.63157e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -16315734.000000 Penalty: 3823.723145
	Iteration 29Q: 3 clusters Score -1.631573e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -16315821.000000 Penalty: 3823.723145
	Iteration 30Q: 3 clusters Score -1.631582e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -16315868.000000 Penalty: 3823.723145
	Iteration 31Q: 3 clusters Score -1.631587e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -16315834.000000 Penalty: 3823.723145
	Iteration 32Q: 3 clusters Score -1.631583e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -16315824.000000 Penalty: 3823.723145
	Iteration 33Q: 3 clusters Score -1.631582e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -16315824.000000 Penalty: 3823.723145
	Iteration 34Q: 3 clusters Score -1.631582e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -16315807.000000 Penalty: 3823.723145
	Iteration 35Q: 3 clusters Score -1.631581e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -16315807.000000 Penalty: 3823.723145
	Iteration 36Q: 3 clusters Score -1.631581e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -16315815.000000 Penalty: 3823.723145
	Iteration 37Q: 3 clusters Score -1.631582e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -16315806.000000 Penalty: 3823.723145
	Iteration 38Q: 3 clusters Score -1.631581e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -16315797.000000 Penalty: 3823.723145
	Iteration 39Q: 3 clusters Score -1.63158e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -16315827.000000 Penalty: 3823.723145
	Iteration 40F: 3 clusters Score -1.631583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -16315817.000000 Penalty: 3823.723145
	Iteration 41Q: 3 clusters Score -1.631582e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -16315823.000000 Penalty: 3823.723145
	Iteration 42Q: 3 clusters Score -1.631582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -16315821.000000 Penalty: 3823.723145
	Iteration 43Q: 3 clusters Score -1.631582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -16315825.000000 Penalty: 3823.723145
	Iteration 44Q: 3 clusters Score -1.631582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -16315816.000000 Penalty: 3823.723145
	Iteration 45Q: 3 clusters Score -1.631582e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -16315831.000000 Penalty: 3823.723145
	Iteration 46Q: 3 clusters Score -1.631583e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -16315824.000000 Penalty: 3823.723145
	Iteration 47Q: 3 clusters Score -1.631582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -16315844.000000 Penalty: 3823.723145
	Iteration 48Q: 3 clusters Score -1.631584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -16315842.000000 Penalty: 3823.723145
	Iteration 49Q: 3 clusters Score -1.631584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -16315850.000000 Penalty: 3823.723145
	Iteration 50Q: 3 clusters Score -1.631585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -16315857.000000 Penalty: 3823.723145
	Iteration 51Q: 3 clusters Score -1.631586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -16315869.000000 Penalty: 3823.723145
	Iteration 52Q: 3 clusters Score -1.631587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -16315875.000000 Penalty: 3823.723145
	Iteration 53Q: 3 clusters Score -1.631588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -16315881.000000 Penalty: 3823.723145
	Iteration 54Q: 3 clusters Score -1.631588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -16315889.000000 Penalty: 3823.723145
	Iteration 55Q: 3 clusters Score -1.631589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -16315883.000000 Penalty: 3823.723145
	Iteration 56Q: 3 clusters Score -1.631588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -16315877.000000 Penalty: 3823.723145
	Iteration 57Q: 3 clusters Score -1.631588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -16315875.000000 Penalty: 3823.723145
	Iteration 58Q: 3 clusters Score -1.631588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -16315877.000000 Penalty: 3823.723145
	Iteration 59Q: 3 clusters Score -1.631588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -16315877.000000 Penalty: 3823.723145
	Iteration 60F: 3 clusters Score -1.631588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 63505 members 
Mstep: Class 45 contains 65203 members 
Entering Unmasked Estep 
Score: -141750160.000000 Penalty: 102089.937500
Splitting cluster 44 changes total score from -141745280.000000 to -141750160.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112397 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22237 members 
Mstep: Class 15 contains 128269 members 
Mstep: Class 16 contains 15577 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 85031 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 12302 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 83240 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33228 members 
Mstep: Class 34 contains 78727 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100615 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 19668 members 
Mstep: Class 44 contains 63505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141756672.000000 Penalty: 102089.937500
Iteration 279Q: 46 clusters Score -1.417567e+08 nChanged 17211
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33559 members 
Mstep: Class 3 contains 8122 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34833 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111627 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 108209 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 22330 members 
Mstep: Class 15 contains 126680 members 
Mstep: Class 16 contains 15487 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 85015 members 
Mstep: Class 20 contains 13688 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38005 members 
Mstep: Class 24 contains 12354 members 
Mstep: Class 25 contains 8276 members 
Mstep: Class 26 contains 18053 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 82838 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33130 members 
Mstep: Class 34 contains 77178 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17394 members 
Mstep: Class 37 contains 7156 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 101185 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18883 members 
Mstep: Class 44 contains 70061 members 
Mstep: Class 45 contains 62955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761936.000000 Penalty: 102089.937500
Iteration 280F: 46 clusters Score -1.417619e+08 nChanged 20540
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33567 members 
Mstep: Class 3 contains 8122 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34748 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109558 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 14423 members 
Mstep: Class 11 contains 107599 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 22435 members 
Mstep: Class 15 contains 123533 members 
Mstep: Class 16 contains 15396 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 84844 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37979 members 
Mstep: Class 24 contains 12356 members 
Mstep: Class 25 contains 8271 members 
Mstep: Class 26 contains 18043 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 81670 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32862 members 
Mstep: Class 34 contains 75191 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17212 members 
Mstep: Class 37 contains 7150 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1274 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99048 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18266 members 
Mstep: Class 44 contains 75761 members 
Mstep: Class 45 contains 69860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141765520.000000 Penalty: 102089.937500
Iteration 281Q: 46 clusters Score -1.417655e+08 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33574 members 
Mstep: Class 3 contains 8120 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34616 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107955 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 106952 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 22507 members 
Mstep: Class 15 contains 120439 members 
Mstep: Class 16 contains 15331 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 84480 members 
Mstep: Class 20 contains 13636 members 
Mstep: Class 21 contains 2262 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37995 members 
Mstep: Class 24 contains 12344 members 
Mstep: Class 25 contains 8264 members 
Mstep: Class 26 contains 17962 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 80416 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32620 members 
Mstep: Class 34 contains 72538 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17062 members 
Mstep: Class 37 contains 7132 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96439 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17776 members 
Mstep: Class 44 contains 82111 members 
Mstep: Class 45 contains 76942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141769248.000000 Penalty: 102089.937500
Iteration 282Q: 46 clusters Score -1.417692e+08 nChanged 21332
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33580 members 
Mstep: Class 3 contains 8118 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34419 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106525 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 106367 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 13 contains 5151 members 
Mstep: Class 14 contains 22541 members 
Mstep: Class 15 contains 117811 members 
Mstep: Class 16 contains 15328 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 83916 members 
Mstep: Class 20 contains 13641 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 38000 members 
Mstep: Class 24 contains 12326 members 
Mstep: Class 25 contains 8252 members 
Mstep: Class 26 contains 17847 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 79159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32360 members 
Mstep: Class 34 contains 69245 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16956 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 93678 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17384 members 
Mstep: Class 44 contains 88347 members 
Mstep: Class 45 contains 84367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772128.000000 Penalty: 102089.937500
Iteration 283Q: 46 clusters Score -1.417721e+08 nChanged 21965
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33574 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34226 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105236 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 14220 members 
Mstep: Class 11 contains 105837 members 
Mstep: Class 12 contains 4909 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 22565 members 
Mstep: Class 15 contains 115361 members 
Mstep: Class 16 contains 15333 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 83236 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37983 members 
Mstep: Class 24 contains 12328 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 17736 members 
Mstep: Class 27 contains 1876 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 77945 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32115 members 
Mstep: Class 34 contains 65465 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16921 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 90879 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17123 members 
Mstep: Class 44 contains 94160 members 
Mstep: Class 45 contains 92253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774432.000000 Penalty: 102089.937500
Iteration 284Q: 46 clusters Score -1.417744e+08 nChanged 21935
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33550 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34023 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104039 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 11 contains 105364 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 22613 members 
Mstep: Class 15 contains 113034 members 
Mstep: Class 16 contains 15340 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 82571 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37961 members 
Mstep: Class 24 contains 12316 members 
Mstep: Class 25 contains 8217 members 
Mstep: Class 26 contains 17657 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 76776 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31881 members 
Mstep: Class 34 contains 61659 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16867 members 
Mstep: Class 37 contains 7101 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1274 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 88166 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 16952 members 
Mstep: Class 44 contains 99222 members 
Mstep: Class 45 contains 100383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141776080.000000 Penalty: 102089.937500
Iteration 285Q: 46 clusters Score -1.417761e+08 nChanged 22477
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33526 members 
Mstep: Class 3 contains 8109 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33679 members 
Mstep: Class 6 contains 3392 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102980 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 104963 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 22683 members 
Mstep: Class 15 contains 111485 members 
Mstep: Class 16 contains 15347 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 81971 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37936 members 
Mstep: Class 24 contains 12293 members 
Mstep: Class 25 contains 8191 members 
Mstep: Class 26 contains 17571 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 75609 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31610 members 
Mstep: Class 34 contains 57335 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16832 members 
Mstep: Class 37 contains 7101 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1274 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86753 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 16893 members 
Mstep: Class 44 contains 102174 members 
Mstep: Class 45 contains 108800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141775472.000000 Penalty: 102089.937500
Iteration 286Q: 46 clusters Score -1.417755e+08 nChanged 22476
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33172 members 
Mstep: Class 6 contains 3383 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102446 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 14104 members 
Mstep: Class 11 contains 104606 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 22784 members 
Mstep: Class 15 contains 110997 members 
Mstep: Class 16 contains 15327 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 81434 members 
Mstep: Class 20 contains 13624 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37893 members 
Mstep: Class 24 contains 12262 members 
Mstep: Class 25 contains 8179 members 
Mstep: Class 26 contains 17497 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 74574 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31314 members 
Mstep: Class 34 contains 53320 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16796 members 
Mstep: Class 37 contains 7064 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86731 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 16947 members 
Mstep: Class 44 contains 102032 members 
Mstep: Class 45 contains 116894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772480.000000 Penalty: 102089.937500
Iteration 287Q: 46 clusters Score -1.417725e+08 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33472 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32508 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102275 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 14082 members 
Mstep: Class 11 contains 104567 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 22876 members 
Mstep: Class 15 contains 111440 members 
Mstep: Class 16 contains 15302 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 81028 members 
Mstep: Class 20 contains 13641 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37853 members 
Mstep: Class 24 contains 12237 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 17444 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 74022 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31122 members 
Mstep: Class 34 contains 50003 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16838 members 
Mstep: Class 37 contains 7061 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 85960 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17068 members 
Mstep: Class 44 contains 101521 members 
Mstep: Class 45 contains 123011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141767168.000000 Penalty: 102089.937500
Iteration 288Q: 46 clusters Score -1.417672e+08 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33435 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102372 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 104781 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 22975 members 
Mstep: Class 15 contains 112401 members 
Mstep: Class 16 contains 15308 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 80781 members 
Mstep: Class 20 contains 13647 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37803 members 
Mstep: Class 24 contains 12227 members 
Mstep: Class 25 contains 8164 members 
Mstep: Class 26 contains 17413 members 
Mstep: Class 27 contains 1875 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 73759 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31046 members 
Mstep: Class 34 contains 47326 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16879 members 
Mstep: Class 37 contains 7064 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 84475 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17195 members 
Mstep: Class 44 contains 101007 members 
Mstep: Class 45 contains 127338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762384.000000 Penalty: 102089.937500
Iteration 289Q: 46 clusters Score -1.417624e+08 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33409 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31738 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102762 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 14149 members 
Mstep: Class 11 contains 105088 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 23054 members 
Mstep: Class 15 contains 113719 members 
Mstep: Class 16 contains 15311 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 80637 members 
Mstep: Class 20 contains 13678 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37738 members 
Mstep: Class 24 contains 12226 members 
Mstep: Class 25 contains 8168 members 
Mstep: Class 26 contains 17402 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 73702 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31082 members 
Mstep: Class 34 contains 45071 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16931 members 
Mstep: Class 37 contains 7085 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 82729 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17303 members 
Mstep: Class 44 contains 100218 members 
Mstep: Class 45 contains 130295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757728.000000 Penalty: 102089.937500
Iteration 290Q: 46 clusters Score -1.417577e+08 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33387 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31665 members 
Mstep: Class 6 contains 3354 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 103410 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 14184 members 
Mstep: Class 11 contains 105397 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 23108 members 
Mstep: Class 15 contains 115258 members 
Mstep: Class 16 contains 15309 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 80495 members 
Mstep: Class 20 contains 13696 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37695 members 
Mstep: Class 24 contains 12240 members 
Mstep: Class 25 contains 8170 members 
Mstep: Class 26 contains 17400 members 
Mstep: Class 27 contains 1876 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 73840 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31161 members 
Mstep: Class 34 contains 43205 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17000 members 
Mstep: Class 37 contains 7108 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 81097 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17401 members 
Mstep: Class 44 contains 99083 members 
Mstep: Class 45 contains 132195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141754560.000000 Penalty: 102089.937500
Iteration 291Q: 46 clusters Score -1.417546e+08 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33372 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31759 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104154 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 14225 members 
Mstep: Class 11 contains 105673 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 23171 members 
Mstep: Class 15 contains 116768 members 
Mstep: Class 16 contains 15323 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 80356 members 
Mstep: Class 20 contains 13712 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37632 members 
Mstep: Class 24 contains 12235 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 17373 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 74023 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31262 members 
Mstep: Class 34 contains 41658 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17054 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 79826 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17487 members 
Mstep: Class 44 contains 97739 members 
Mstep: Class 45 contains 133400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752464.000000 Penalty: 102089.937500
Iteration 292Q: 46 clusters Score -1.417525e+08 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31935 members 
Mstep: Class 6 contains 3332 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104892 members 
Mstep: Class 9 contains 5561 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 23239 members 
Mstep: Class 15 contains 118260 members 
Mstep: Class 16 contains 15330 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 80267 members 
Mstep: Class 20 contains 13719 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37582 members 
Mstep: Class 24 contains 12231 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 17359 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 74299 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31361 members 
Mstep: Class 34 contains 40427 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17100 members 
Mstep: Class 37 contains 7131 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 78915 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17569 members 
Mstep: Class 44 contains 96275 members 
Mstep: Class 45 contains 133921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750448.000000 Penalty: 102089.937500
Iteration 293Q: 46 clusters Score -1.417504e+08 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33352 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32157 members 
Mstep: Class 6 contains 3325 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105597 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 14320 members 
Mstep: Class 11 contains 105982 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 23301 members 
Mstep: Class 15 contains 119645 members 
Mstep: Class 16 contains 15347 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 80218 members 
Mstep: Class 20 contains 13725 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37526 members 
Mstep: Class 24 contains 12227 members 
Mstep: Class 25 contains 8193 members 
Mstep: Class 26 contains 17364 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 74582 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31422 members 
Mstep: Class 34 contains 39372 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17143 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 78333 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17600 members 
Mstep: Class 44 contains 94913 members 
Mstep: Class 45 contains 134055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749584.000000 Penalty: 102089.937500
Iteration 294Q: 46 clusters Score -1.417496e+08 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33338 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32388 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106271 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 14347 members 
Mstep: Class 11 contains 106032 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 23373 members 
Mstep: Class 15 contains 120721 members 
Mstep: Class 16 contains 15363 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 80255 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37470 members 
Mstep: Class 24 contains 12224 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 17380 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 74902 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31484 members 
Mstep: Class 34 contains 38507 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17163 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 78020 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17621 members 
Mstep: Class 44 contains 93653 members 
Mstep: Class 45 contains 133928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748880.000000 Penalty: 102089.937500
Iteration 295Q: 46 clusters Score -1.417489e+08 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33333 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32615 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106879 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 106022 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 23437 members 
Mstep: Class 15 contains 121643 members 
Mstep: Class 16 contains 15380 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 80358 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37437 members 
Mstep: Class 24 contains 12221 members 
Mstep: Class 25 contains 8217 members 
Mstep: Class 26 contains 17379 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 75209 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31521 members 
Mstep: Class 34 contains 37754 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17191 members 
Mstep: Class 37 contains 7139 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 77901 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17640 members 
Mstep: Class 44 contains 92433 members 
Mstep: Class 45 contains 133720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747936.000000 Penalty: 102089.937500
Iteration 296Q: 46 clusters Score -1.417479e+08 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33338 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32807 members 
Mstep: Class 6 contains 3313 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107416 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 106043 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 23501 members 
Mstep: Class 15 contains 122484 members 
Mstep: Class 16 contains 15390 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 80504 members 
Mstep: Class 20 contains 13722 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37398 members 
Mstep: Class 24 contains 12216 members 
Mstep: Class 25 contains 8225 members 
Mstep: Class 26 contains 17385 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 75530 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31554 members 
Mstep: Class 34 contains 37125 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17203 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 77968 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17651 members 
Mstep: Class 44 contains 91119 members 
Mstep: Class 45 contains 133441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748176.000000 Penalty: 102089.937500
Iteration 297Q: 46 clusters Score -1.417482e+08 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33332 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33004 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107860 members 
Mstep: Class 9 contains 5566 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 106074 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 23574 members 
Mstep: Class 15 contains 123226 members 
Mstep: Class 16 contains 15391 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 80681 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37348 members 
Mstep: Class 24 contains 12209 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 17400 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 75870 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31602 members 
Mstep: Class 34 contains 36593 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17220 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 78154 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17667 members 
Mstep: Class 44 contains 89753 members 
Mstep: Class 45 contains 133091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747376.000000 Penalty: 102089.937500
Iteration 298Q: 46 clusters Score -1.417474e+08 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33330 members 
Mstep: Class 3 contains 8104 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33177 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108218 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 14401 members 
Mstep: Class 11 contains 106120 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 23636 members 
Mstep: Class 15 contains 123802 members 
Mstep: Class 16 contains 15396 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 80862 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37312 members 
Mstep: Class 24 contains 12204 members 
Mstep: Class 25 contains 8231 members 
Mstep: Class 26 contains 17422 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 76176 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31647 members 
Mstep: Class 34 contains 36142 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17236 members 
Mstep: Class 37 contains 7142 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 78449 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17694 members 
Mstep: Class 44 contains 88490 members 
Mstep: Class 45 contains 132711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747520.000000 Penalty: 102089.937500
Iteration 299Q: 46 clusters Score -1.417475e+08 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33331 members 
Mstep: Class 3 contains 8104 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33369 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108513 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 14422 members 
Mstep: Class 11 contains 106184 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 23702 members 
Mstep: Class 15 contains 124252 members 
Mstep: Class 16 contains 15412 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 81063 members 
Mstep: Class 20 contains 13722 members 
Mstep: Class 21 contains 2262 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37272 members 
Mstep: Class 24 contains 12200 members 
Mstep: Class 25 contains 8232 members 
Mstep: Class 26 contains 17438 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 76485 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31666 members 
Mstep: Class 34 contains 35722 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17256 members 
Mstep: Class 37 contains 7141 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 78863 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17732 members 
Mstep: Class 44 contains 87255 members 
Mstep: Class 45 contains 132301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749200.000000 Penalty: 102089.937500
Iteration 300F: 46 clusters Score -1.417492e+08 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33336 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33527 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108733 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 14427 members 
Mstep: Class 11 contains 106234 members 
Mstep: Class 12 contains 4983 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 23765 members 
Mstep: Class 15 contains 124647 members 
Mstep: Class 16 contains 15426 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 81292 members 
Mstep: Class 20 contains 13720 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37242 members 
Mstep: Class 24 contains 12196 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 17438 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 76659 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31623 members 
Mstep: Class 34 contains 32910 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17250 members 
Mstep: Class 37 contains 7140 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 79305 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17753 members 
Mstep: Class 44 contains 87826 members 
Mstep: Class 45 contains 132863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 102089.937500
Iteration 301Q: 46 clusters Score -1.417471e+08 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33341 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109010 members 
Mstep: Class 9 contains 5561 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 106348 members 
Mstep: Class 12 contains 4979 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 23824 members 
Mstep: Class 15 contains 125029 members 
Mstep: Class 16 contains 15448 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 81502 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37209 members 
Mstep: Class 24 contains 12203 members 
Mstep: Class 25 contains 8233 members 
Mstep: Class 26 contains 17448 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 76912 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31621 members 
Mstep: Class 34 contains 30382 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17260 members 
Mstep: Class 37 contains 7161 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 79666 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17821 members 
Mstep: Class 44 contains 88064 members 
Mstep: Class 45 contains 133201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745744.000000 Penalty: 102089.937500
Iteration 302Q: 46 clusters Score -1.417457e+08 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33346 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33906 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109374 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 14446 members 
Mstep: Class 11 contains 106458 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 23895 members 
Mstep: Class 15 contains 125484 members 
Mstep: Class 16 contains 15464 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 81699 members 
Mstep: Class 20 contains 13727 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37197 members 
Mstep: Class 24 contains 12206 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 17457 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 2336 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 77253 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31604 members 
Mstep: Class 34 contains 28073 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17278 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 79950 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17862 members 
Mstep: Class 44 contains 88186 members 
Mstep: Class 45 contains 133276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744640.000000 Penalty: 102089.937500
Iteration 303Q: 46 clusters Score -1.417446e+08 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33349 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34129 members 
Mstep: Class 6 contains 3290 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109700 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 14461 members 
Mstep: Class 11 contains 106603 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 23957 members 
Mstep: Class 15 contains 125936 members 
Mstep: Class 16 contains 15483 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 81917 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2265 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37166 members 
Mstep: Class 24 contains 12195 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 17464 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 77658 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31586 members 
Mstep: Class 34 contains 25942 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17283 members 
Mstep: Class 37 contains 7174 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 80257 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17890 members 
Mstep: Class 44 contains 88255 members 
Mstep: Class 45 contains 133160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743808.000000 Penalty: 102089.937500
Iteration 304Q: 46 clusters Score -1.417438e+08 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33354 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110024 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 106765 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 24043 members 
Mstep: Class 15 contains 126333 members 
Mstep: Class 16 contains 15520 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 82142 members 
Mstep: Class 20 contains 13739 members 
Mstep: Class 21 contains 2267 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37133 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8250 members 
Mstep: Class 26 contains 17471 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 78109 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31594 members 
Mstep: Class 34 contains 23946 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17291 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 80545 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17897 members 
Mstep: Class 44 contains 88203 members 
Mstep: Class 45 contains 132980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743296.000000 Penalty: 102089.937500
Iteration 305Q: 46 clusters Score -1.417433e+08 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33357 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34548 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110346 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 106891 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 24095 members 
Mstep: Class 15 contains 126729 members 
Mstep: Class 16 contains 15546 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 82367 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 2268 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37098 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8253 members 
Mstep: Class 26 contains 17490 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2336 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 78536 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31619 members 
Mstep: Class 34 contains 22117 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17314 members 
Mstep: Class 37 contains 7177 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 80825 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17923 members 
Mstep: Class 44 contains 88101 members 
Mstep: Class 45 contains 132804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742800.000000 Penalty: 102089.937500
Iteration 306Q: 46 clusters Score -1.417428e+08 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33369 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110590 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 107045 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 24149 members 
Mstep: Class 15 contains 127035 members 
Mstep: Class 16 contains 15575 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 82607 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37064 members 
Mstep: Class 24 contains 12180 members 
Mstep: Class 25 contains 8260 members 
Mstep: Class 26 contains 17499 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 78996 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31648 members 
Mstep: Class 34 contains 20490 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17331 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 81139 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17928 members 
Mstep: Class 44 contains 87885 members 
Mstep: Class 45 contains 132602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742448.000000 Penalty: 102089.937500
Iteration 307Q: 46 clusters Score -1.417424e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33381 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34911 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110781 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 107191 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 24186 members 
Mstep: Class 15 contains 127272 members 
Mstep: Class 16 contains 15611 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 82818 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 37026 members 
Mstep: Class 24 contains 12177 members 
Mstep: Class 25 contains 8266 members 
Mstep: Class 26 contains 17502 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2336 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 79454 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31675 members 
Mstep: Class 34 contains 19069 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17341 members 
Mstep: Class 37 contains 7173 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 81489 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17939 members 
Mstep: Class 44 contains 87667 members 
Mstep: Class 45 contains 132355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742192.000000 Penalty: 102089.937500
Iteration 308Q: 46 clusters Score -1.417422e+08 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33394 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35078 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110920 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 107329 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 24225 members 
Mstep: Class 15 contains 127515 members 
Mstep: Class 16 contains 15648 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83032 members 
Mstep: Class 20 contains 13759 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 12174 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 17518 members 
Mstep: Class 27 contains 1880 members 
Mstep: Class 28 contains 2333 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 79959 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31742 members 
Mstep: Class 34 contains 17698 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17355 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 81825 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17978 members 
Mstep: Class 44 contains 87320 members 
Mstep: Class 45 contains 132134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741536.000000 Penalty: 102089.937500
Iteration 309Q: 46 clusters Score -1.417415e+08 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33403 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35197 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111069 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 107481 members 
Mstep: Class 12 contains 4998 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 24253 members 
Mstep: Class 15 contains 127749 members 
Mstep: Class 16 contains 15675 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 83249 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 2272 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36939 members 
Mstep: Class 24 contains 12173 members 
Mstep: Class 25 contains 8278 members 
Mstep: Class 26 contains 17526 members 
Mstep: Class 27 contains 1882 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 80459 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31787 members 
Mstep: Class 34 contains 16469 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17356 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 82198 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18002 members 
Mstep: Class 44 contains 86922 members 
Mstep: Class 45 contains 131928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740928.000000 Penalty: 102089.937500
Iteration 310Q: 46 clusters Score -1.417409e+08 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33407 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111179 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 107625 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 24289 members 
Mstep: Class 15 contains 127904 members 
Mstep: Class 16 contains 15701 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 83473 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 2273 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36894 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8288 members 
Mstep: Class 26 contains 17526 members 
Mstep: Class 27 contains 1883 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 80969 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31836 members 
Mstep: Class 34 contains 15354 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17358 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 82596 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18036 members 
Mstep: Class 44 contains 86550 members 
Mstep: Class 45 contains 131634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740560.000000 Penalty: 102089.937500
Iteration 311Q: 46 clusters Score -1.417406e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33422 members 
Mstep: Class 3 contains 8091 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111312 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 107784 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 24317 members 
Mstep: Class 15 contains 127961 members 
Mstep: Class 16 contains 15734 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 83725 members 
Mstep: Class 20 contains 13748 members 
Mstep: Class 21 contains 2274 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36847 members 
Mstep: Class 24 contains 12157 members 
Mstep: Class 25 contains 8296 members 
Mstep: Class 26 contains 17525 members 
Mstep: Class 27 contains 1883 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81444 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31934 members 
Mstep: Class 34 contains 14302 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17366 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 83012 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18036 members 
Mstep: Class 44 contains 86179 members 
Mstep: Class 45 contains 131311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740832.000000 Penalty: 102089.937500
Iteration 312Q: 46 clusters Score -1.417408e+08 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33438 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35567 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111432 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 107937 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 24337 members 
Mstep: Class 15 contains 127960 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 83996 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 2276 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36796 members 
Mstep: Class 24 contains 12154 members 
Mstep: Class 25 contains 8295 members 
Mstep: Class 26 contains 17506 members 
Mstep: Class 27 contains 1884 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 81917 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32038 members 
Mstep: Class 34 contains 13329 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17379 members 
Mstep: Class 37 contains 7172 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 83435 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18056 members 
Mstep: Class 44 contains 85760 members 
Mstep: Class 45 contains 131013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740816.000000 Penalty: 102089.937500
Iteration 313Q: 46 clusters Score -1.417408e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33447 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35672 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111505 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14525 members 
Mstep: Class 11 contains 108069 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 24379 members 
Mstep: Class 15 contains 127903 members 
Mstep: Class 16 contains 15825 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 84264 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36734 members 
Mstep: Class 24 contains 12154 members 
Mstep: Class 25 contains 8296 members 
Mstep: Class 26 contains 17478 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82408 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32144 members 
Mstep: Class 34 contains 12419 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17390 members 
Mstep: Class 37 contains 7175 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 83875 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18051 members 
Mstep: Class 44 contains 85403 members 
Mstep: Class 45 contains 130712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741360.000000 Penalty: 102089.937500
Iteration 314Q: 46 clusters Score -1.417414e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33460 members 
Mstep: Class 3 contains 8089 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111542 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 108197 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24408 members 
Mstep: Class 15 contains 127872 members 
Mstep: Class 16 contains 15860 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 84498 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 2276 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36690 members 
Mstep: Class 24 contains 12156 members 
Mstep: Class 25 contains 8304 members 
Mstep: Class 26 contains 17456 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 82811 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32266 members 
Mstep: Class 34 contains 11594 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17390 members 
Mstep: Class 37 contains 7182 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 84322 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18049 members 
Mstep: Class 44 contains 85025 members 
Mstep: Class 45 contains 130453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741088.000000 Penalty: 102089.937500
Iteration 315Q: 46 clusters Score -1.417411e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33476 members 
Mstep: Class 3 contains 8087 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35907 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111601 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 108330 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24446 members 
Mstep: Class 15 contains 127880 members 
Mstep: Class 16 contains 15901 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84673 members 
Mstep: Class 20 contains 13762 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36635 members 
Mstep: Class 24 contains 12150 members 
Mstep: Class 25 contains 8309 members 
Mstep: Class 26 contains 17441 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 83194 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32386 members 
Mstep: Class 34 contains 10833 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17382 members 
Mstep: Class 37 contains 7184 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 84805 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18032 members 
Mstep: Class 44 contains 84641 members 
Mstep: Class 45 contains 130140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741104.000000 Penalty: 102089.937500
Iteration 316Q: 46 clusters Score -1.417411e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33493 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36016 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111648 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 108437 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 24462 members 
Mstep: Class 15 contains 127836 members 
Mstep: Class 16 contains 15962 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 84850 members 
Mstep: Class 20 contains 13765 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36549 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 8316 members 
Mstep: Class 26 contains 17426 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 83586 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32507 members 
Mstep: Class 34 contains 10154 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17393 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 85290 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 18015 members 
Mstep: Class 44 contains 84222 members 
Mstep: Class 45 contains 129836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741120.000000 Penalty: 102089.937500
Iteration 317Q: 46 clusters Score -1.417411e+08 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33503 members 
Mstep: Class 3 contains 8084 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36104 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111717 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 14548 members 
Mstep: Class 11 contains 108518 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24485 members 
Mstep: Class 15 contains 127814 members 
Mstep: Class 16 contains 16009 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 85005 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36464 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 8317 members 
Mstep: Class 26 contains 17423 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2319 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 83955 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32598 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17401 members 
Mstep: Class 37 contains 7200 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 85829 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17988 members 
Mstep: Class 44 contains 83785 members 
Mstep: Class 45 contains 129566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741488.000000 Penalty: 102089.937500
Iteration 318Q: 46 clusters Score -1.417415e+08 nChanged 3911
Entering ConstructFrom: 
Score: -141741488.000000 Penalty: 102089.937500
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14778.173828 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14778.17 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15288.790039 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15288.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15578.646484 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15578.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15745.541992 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -15745.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15825.952148 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15825.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15881.272461 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15881.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15889.715820 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15889.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15898.823242 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -15898.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15898.823242 Penalty: 1892.489868
	Iteration 8F: 3 clusters Score -15898.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Mstep: Class 46 contains 178 members 
Entering Unmasked Estep 
Score: -141740256.000000 Penalty: 104358.609375
Splitting cluster 1 changes total score from -141741488.000000 to -141740256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Entering Unmasked Estep 
Score: -4163443.500000 Penalty: 1693.233276
	Iteration 0F: 2 clusters Score -4163444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4140978.000000 Penalty: 3386.466553
	Iteration 0F: 3 clusters Score -4140978 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4149770.000000 Penalty: 3386.466553
	Iteration 1F: 3 clusters Score -4149770 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -4150462.250000 Penalty: 3386.466553
	Iteration 2Q: 3 clusters Score -4150462 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4151414.000000 Penalty: 3386.466553
	Iteration 3F: 3 clusters Score -4151414 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4152562.500000 Penalty: 3386.466553
	Iteration 4F: 3 clusters Score -4152562 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4153869.000000 Penalty: 3386.466553
	Iteration 5F: 3 clusters Score -4153869 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4155264.250000 Penalty: 3386.466553
	Iteration 6F: 3 clusters Score -4155264 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4156567.250000 Penalty: 3386.466553
	Iteration 7F: 3 clusters Score -4156567 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4157664.000000 Penalty: 3386.466553
	Iteration 8Q: 3 clusters Score -4157664 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4158509.000000 Penalty: 3386.466553
	Iteration 9Q: 3 clusters Score -4158509 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4159020.500000 Penalty: 3386.466553
	Iteration 10Q: 3 clusters Score -4159020 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4159336.750000 Penalty: 3386.466553
	Iteration 11Q: 3 clusters Score -4159337 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4159579.750000 Penalty: 3386.466553
	Iteration 12Q: 3 clusters Score -4159580 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4159765.500000 Penalty: 3386.466553
	Iteration 13Q: 3 clusters Score -4159766 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4159960.500000 Penalty: 3386.466553
	Iteration 14Q: 3 clusters Score -4159960 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4160129.750000 Penalty: 3386.466553
	Iteration 15Q: 3 clusters Score -4160130 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4160269.500000 Penalty: 3386.466553
	Iteration 16Q: 3 clusters Score -4160270 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4160435.000000 Penalty: 3386.466553
	Iteration 17Q: 3 clusters Score -4160435 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4160594.750000 Penalty: 3386.466553
	Iteration 18Q: 3 clusters Score -4160595 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4160780.750000 Penalty: 3386.466553
	Iteration 19Q: 3 clusters Score -4160781 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4160966.000000 Penalty: 3386.466553
	Iteration 20F: 3 clusters Score -4160966 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4161140.000000 Penalty: 3386.466553
	Iteration 21Q: 3 clusters Score -4161140 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4161294.500000 Penalty: 3386.466553
	Iteration 22Q: 3 clusters Score -4161294 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4161407.500000 Penalty: 3386.466553
	Iteration 23Q: 3 clusters Score -4161408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4161522.250000 Penalty: 3386.466553
	Iteration 24Q: 3 clusters Score -4161522 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4161622.750000 Penalty: 3386.466553
	Iteration 25Q: 3 clusters Score -4161623 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4161708.000000 Penalty: 3386.466553
	Iteration 26Q: 3 clusters Score -4161708 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4161839.250000 Penalty: 3386.466553
	Iteration 27Q: 3 clusters Score -4161839 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4161922.500000 Penalty: 3386.466553
	Iteration 28Q: 3 clusters Score -4161922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4161953.500000 Penalty: 3386.466553
	Iteration 29Q: 3 clusters Score -4161954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4161989.750000 Penalty: 3386.466553
	Iteration 30Q: 3 clusters Score -4161990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4162002.750000 Penalty: 3386.466553
	Iteration 31Q: 3 clusters Score -4162003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4162016.500000 Penalty: 3386.466553
	Iteration 32Q: 3 clusters Score -4162016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4162034.750000 Penalty: 3386.466553
	Iteration 33Q: 3 clusters Score -4162035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4162052.750000 Penalty: 3386.466553
	Iteration 34Q: 3 clusters Score -4162053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4162063.500000 Penalty: 3386.466553
	Iteration 35Q: 3 clusters Score -4162064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4162072.750000 Penalty: 3386.466553
	Iteration 36Q: 3 clusters Score -4162073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4162079.000000 Penalty: 3386.466553
	Iteration 37Q: 3 clusters Score -4162079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4162092.750000 Penalty: 3386.466553
	Iteration 38Q: 3 clusters Score -4162093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4162100.500000 Penalty: 3386.466553
	Iteration 39Q: 3 clusters Score -4162100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4162109.000000 Penalty: 3386.466553
	Iteration 40F: 3 clusters Score -4162109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4162109.750000 Penalty: 3386.466553
	Iteration 41Q: 3 clusters Score -4162110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4162110.000000 Penalty: 3386.466553
	Iteration 42Q: 3 clusters Score -4162110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4162116.500000 Penalty: 3386.466553
	Iteration 43Q: 3 clusters Score -4162116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4162113.750000 Penalty: 3386.466553
	Iteration 44Q: 3 clusters Score -4162114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4162114.500000 Penalty: 3386.466553
	Iteration 45Q: 3 clusters Score -4162114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4162117.000000 Penalty: 3386.466553
	Iteration 46Q: 3 clusters Score -4162117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4162117.000000 Penalty: 3386.466553
	Iteration 47F: 3 clusters Score -4162117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -994560.937500 Penalty: 1462.056519
	Iteration 0F: 2 clusters Score -994560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -988727.312500 Penalty: 2924.113037
	Iteration 0F: 3 clusters Score -988727.3 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -990631.375000 Penalty: 2924.113037
	Iteration 1F: 3 clusters Score -990631.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -990957.937500 Penalty: 2924.113037
	Iteration 2F: 3 clusters Score -990957.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -991403.062500 Penalty: 2924.113037
	Iteration 3F: 3 clusters Score -991403.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -991905.187500 Penalty: 2924.113037
	Iteration 4F: 3 clusters Score -991905.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -992412.437500 Penalty: 2924.113037
	Iteration 5F: 3 clusters Score -992412.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -992937.000000 Penalty: 2924.113037
	Iteration 6F: 3 clusters Score -992937 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -993355.937500 Penalty: 2924.113037
	Iteration 7Q: 3 clusters Score -993355.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -993635.562500 Penalty: 2924.113037
	Iteration 8Q: 3 clusters Score -993635.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -993762.312500 Penalty: 2924.113037
	Iteration 9Q: 3 clusters Score -993762.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -993824.312500 Penalty: 2924.113037
	Iteration 10Q: 3 clusters Score -993824.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -993855.687500 Penalty: 2924.113037
	Iteration 11Q: 3 clusters Score -993855.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -993869.250000 Penalty: 2924.113037
	Iteration 12Q: 3 clusters Score -993869.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -993874.125000 Penalty: 2924.113037
	Iteration 13Q: 3 clusters Score -993874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -993877.062500 Penalty: 2924.113037
	Iteration 14Q: 3 clusters Score -993877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -993879.000000 Penalty: 2924.113037
	Iteration 15Q: 3 clusters Score -993879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -993879.437500 Penalty: 2924.113037
	Iteration 16Q: 3 clusters Score -993879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -993881.375000 Penalty: 2924.113037
	Iteration 17Q: 3 clusters Score -993881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -993879.250000 Penalty: 2924.113037
	Iteration 18Q: 3 clusters Score -993879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -993879.125000 Penalty: 2924.113037
	Iteration 19Q: 3 clusters Score -993879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -993879.125000 Penalty: 2924.113037
	Iteration 20F: 3 clusters Score -993879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30905.687500 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30905.69 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31249.103516 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31249.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31451.607422 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31451.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31537.779297 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -31537.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31572.179688 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31572.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31593.730469 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31593.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31613.525391 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -31613.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31651.796875 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -31651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31679.761719 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -31679.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31686.802734 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -31686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31701.578125 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -31701.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31719.425781 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -31719.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31785.193359 Penalty: 1905.680176
	Iteration 12Q: 3 clusters Score -31785.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31820.595703 Penalty: 1905.680176
	Iteration 13Q: 3 clusters Score -31820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31855.554688 Penalty: 1905.680176
	Iteration 14Q: 3 clusters Score -31855.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31932.035156 Penalty: 1905.680176
	Iteration 15Q: 3 clusters Score -31932.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32162.869141 Penalty: 1905.680176
	Iteration 16Q: 3 clusters Score -32162.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32227.964844 Penalty: 1905.680176
	Iteration 17Q: 3 clusters Score -32227.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32234.740234 Penalty: 1905.680176
	Iteration 18Q: 3 clusters Score -32234.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32244.210938 Penalty: 1905.680176
	Iteration 19F: 3 clusters Score -32244.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32301.150391 Penalty: 1905.680176
	Iteration 20F: 3 clusters Score -32301.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32305.876953 Penalty: 1905.680176
	Iteration 21Q: 3 clusters Score -32305.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32305.876953 Penalty: 1905.680176
	Iteration 22F: 3 clusters Score -32305.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Mstep: Class 46 contains 173 members 
Entering Unmasked Estep 
Score: -141740528.000000 Penalty: 104358.609375
Splitting cluster 4 changes total score from -141741488.000000 to -141740528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (36182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Entering Unmasked Estep 
Score: -4578187.500000 Penalty: 1705.651489
	Iteration 0F: 2 clusters Score -4578188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4553973.500000 Penalty: 3411.302979
	Iteration 0F: 3 clusters Score -4553974 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4563281.000000 Penalty: 3411.302979
	Iteration 1F: 3 clusters Score -4563281 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4563661.000000 Penalty: 3411.302979
	Iteration 2Q: 3 clusters Score -4563661 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4564052.500000 Penalty: 3411.302979
	Iteration 3Q: 3 clusters Score -4564052 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4564568.000000 Penalty: 3411.302979
	Iteration 4Q: 3 clusters Score -4564568 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4565319.500000 Penalty: 3411.302979
	Iteration 5Q: 3 clusters Score -4565320 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4566528.000000 Penalty: 3411.302979
	Iteration 6F: 3 clusters Score -4566528 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -4568210.000000 Penalty: 3411.302979
	Iteration 7F: 3 clusters Score -4568210 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4570285.000000 Penalty: 3411.302979
	Iteration 8F: 3 clusters Score -4570285 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4572320.500000 Penalty: 3411.302979
	Iteration 9F: 3 clusters Score -4572320 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4573887.500000 Penalty: 3411.302979
	Iteration 10Q: 3 clusters Score -4573888 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4574954.500000 Penalty: 3411.302979
	Iteration 11Q: 3 clusters Score -4574954 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4575568.000000 Penalty: 3411.302979
	Iteration 12Q: 3 clusters Score -4575568 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4575937.500000 Penalty: 3411.302979
	Iteration 13Q: 3 clusters Score -4575938 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4576168.000000 Penalty: 3411.302979
	Iteration 14Q: 3 clusters Score -4576168 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4576333.500000 Penalty: 3411.302979
	Iteration 15Q: 3 clusters Score -4576334 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4576451.000000 Penalty: 3411.302979
	Iteration 16Q: 3 clusters Score -4576451 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4576534.000000 Penalty: 3411.302979
	Iteration 17Q: 3 clusters Score -4576534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4576601.500000 Penalty: 3411.302979
	Iteration 18Q: 3 clusters Score -4576602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4576641.000000 Penalty: 3411.302979
	Iteration 19Q: 3 clusters Score -4576641 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4576670.500000 Penalty: 3411.302979
	Iteration 20F: 3 clusters Score -4576670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4576690.000000 Penalty: 3411.302979
	Iteration 21Q: 3 clusters Score -4576690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4576713.000000 Penalty: 3411.302979
	Iteration 22Q: 3 clusters Score -4576713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4576740.500000 Penalty: 3411.302979
	Iteration 23Q: 3 clusters Score -4576740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4576758.500000 Penalty: 3411.302979
	Iteration 24Q: 3 clusters Score -4576758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4576776.000000 Penalty: 3411.302979
	Iteration 25Q: 3 clusters Score -4576776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4576794.500000 Penalty: 3411.302979
	Iteration 26Q: 3 clusters Score -4576794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4576816.500000 Penalty: 3411.302979
	Iteration 27Q: 3 clusters Score -4576816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4576826.000000 Penalty: 3411.302979
	Iteration 28Q: 3 clusters Score -4576826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -4576839.000000 Penalty: 3411.302979
	Iteration 29Q: 3 clusters Score -4576839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4576845.500000 Penalty: 3411.302979
	Iteration 30Q: 3 clusters Score -4576846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4576852.500000 Penalty: 3411.302979
	Iteration 31Q: 3 clusters Score -4576852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4576850.500000 Penalty: 3411.302979
	Iteration 32Q: 3 clusters Score -4576850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4576852.500000 Penalty: 3411.302979
	Iteration 33Q: 3 clusters Score -4576852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4576858.000000 Penalty: 3411.302979
	Iteration 34Q: 3 clusters Score -4576858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4576857.000000 Penalty: 3411.302979
	Iteration 35Q: 3 clusters Score -4576857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4576857.000000 Penalty: 3411.302979
	Iteration 36F: 3 clusters Score -4576857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -382032.625000 Penalty: 1312.937988
	Iteration 0F: 2 clusters Score -382032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -379205.312500 Penalty: 2625.875977
	Iteration 0F: 3 clusters Score -379205.3 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -380270.312500 Penalty: 2625.875977
	Iteration 1F: 3 clusters Score -380270.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -380661.343750 Penalty: 2625.875977
	Iteration 2F: 3 clusters Score -380661.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -380882.281250 Penalty: 2625.875977
	Iteration 3F: 3 clusters Score -380882.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -381022.375000 Penalty: 2625.875977
	Iteration 4F: 3 clusters Score -381022.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -381125.531250 Penalty: 2625.875977
	Iteration 5Q: 3 clusters Score -381125.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -381204.906250 Penalty: 2625.875977
	Iteration 6Q: 3 clusters Score -381204.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -381265.343750 Penalty: 2625.875977
	Iteration 7Q: 3 clusters Score -381265.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -381306.000000 Penalty: 2625.875977
	Iteration 8Q: 3 clusters Score -381306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -381333.062500 Penalty: 2625.875977
	Iteration 9Q: 3 clusters Score -381333.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -381353.656250 Penalty: 2625.875977
	Iteration 10Q: 3 clusters Score -381353.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -381380.812500 Penalty: 2625.875977
	Iteration 11Q: 3 clusters Score -381380.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -381391.968750 Penalty: 2625.875977
	Iteration 12Q: 3 clusters Score -381392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -381402.687500 Penalty: 2625.875977
	Iteration 13Q: 3 clusters Score -381402.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -381412.468750 Penalty: 2625.875977
	Iteration 14Q: 3 clusters Score -381412.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -381416.000000 Penalty: 2625.875977
	Iteration 15Q: 3 clusters Score -381416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -381417.593750 Penalty: 2625.875977
	Iteration 16Q: 3 clusters Score -381417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -381418.187500 Penalty: 2625.875977
	Iteration 17Q: 3 clusters Score -381418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -381419.812500 Penalty: 2625.875977
	Iteration 18Q: 3 clusters Score -381419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -381421.562500 Penalty: 2625.875977
	Iteration 19Q: 3 clusters Score -381421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -381422.406250 Penalty: 2625.875977
	Iteration 20F: 3 clusters Score -381422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -381424.312500 Penalty: 2625.875977
	Iteration 21Q: 3 clusters Score -381424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -381426.031250 Penalty: 2625.875977
	Iteration 22Q: 3 clusters Score -381426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -381429.093750 Penalty: 2625.875977
	Iteration 23Q: 3 clusters Score -381429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -381437.531250 Penalty: 2625.875977
	Iteration 24Q: 3 clusters Score -381437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -381439.468750 Penalty: 2625.875977
	Iteration 25Q: 3 clusters Score -381439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -381439.218750 Penalty: 2625.875977
	Iteration 26Q: 3 clusters Score -381439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -381439.218750 Penalty: 2625.875977
	Iteration 27F: 3 clusters Score -381439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30916.972656 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -30916.97 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31333.707031 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31333.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31624.121094 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31624.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31807.611328 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -31807.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31899.578125 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -31899.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31949.341797 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31949.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31985.837891 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -31985.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32045.105469 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -32045.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32126.066406 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -32126.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32164.175781 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -32164.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32186.357422 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -32186.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32189.929688 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -32189.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32192.941406 Penalty: 1964.626709
	Iteration 12F: 3 clusters Score -32192.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32211.164062 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -32211.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32260.687500 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -32260.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32285.201172 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -32285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32303.111328 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -32303.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32339.138672 Penalty: 1964.626709
	Iteration 17Q: 3 clusters Score -32339.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32368.998047 Penalty: 1964.626709
	Iteration 18Q: 3 clusters Score -32369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32430.156250 Penalty: 1964.626709
	Iteration 19Q: 3 clusters Score -32430.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32451.164062 Penalty: 1964.626709
	Iteration 20F: 3 clusters Score -32451.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32454.451172 Penalty: 1964.626709
	Iteration 21Q: 3 clusters Score -32454.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32457.324219 Penalty: 1964.626709
	Iteration 22Q: 3 clusters Score -32457.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32457.324219 Penalty: 1964.626709
	Iteration 23F: 3 clusters Score -32457.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Mstep: Class 46 contains 253 members 
Entering Unmasked Estep 
Score: -141740400.000000 Penalty: 104358.609375
Splitting cluster 7 changes total score from -141741488.000000 to -141740400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (111806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Entering Unmasked Estep 
Score: -14035781.000000 Penalty: 1888.984497
	Iteration 0F: 2 clusters Score -1.403578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -13963103.000000 Penalty: 3777.968994
	Iteration 0F: 3 clusters Score -1.39631e+07 nChanged 53537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -13994289.000000 Penalty: 3777.968994
	Iteration 1F: 3 clusters Score -1.399429e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -13995679.000000 Penalty: 3777.968994
	Iteration 2Q: 3 clusters Score -1.399568e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -13997768.000000 Penalty: 3777.968994
	Iteration 3Q: 3 clusters Score -1.399777e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -14001060.000000 Penalty: 3777.968994
	Iteration 4F: 3 clusters Score -1.400106e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -14005735.000000 Penalty: 3777.968994
	Iteration 5F: 3 clusters Score -1.400574e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -14011962.000000 Penalty: 3777.968994
	Iteration 6F: 3 clusters Score -1.401196e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -14018840.000000 Penalty: 3777.968994
	Iteration 7F: 3 clusters Score -1.401884e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -14024719.000000 Penalty: 3777.968994
	Iteration 8F: 3 clusters Score -1.402472e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -14028383.000000 Penalty: 3777.968994
	Iteration 9Q: 3 clusters Score -1.402838e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -14030144.000000 Penalty: 3777.968994
	Iteration 10Q: 3 clusters Score -1.403014e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -14031086.000000 Penalty: 3777.968994
	Iteration 11Q: 3 clusters Score -1.403109e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -14031729.000000 Penalty: 3777.968994
	Iteration 12Q: 3 clusters Score -1.403173e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -14032428.000000 Penalty: 3777.968994
	Iteration 13Q: 3 clusters Score -1.403243e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -14032989.000000 Penalty: 3777.968994
	Iteration 14Q: 3 clusters Score -1.403299e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -14033439.000000 Penalty: 3777.968994
	Iteration 15Q: 3 clusters Score -1.403344e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -14033929.000000 Penalty: 3777.968994
	Iteration 16Q: 3 clusters Score -1.403393e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 103787 members 
Entering Unmasked Estep 
Score: -14034311.000000 Penalty: 3777.968994
	Iteration 17Q: 3 clusters Score -1.403431e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -14034546.000000 Penalty: 3777.968994
	Iteration 18Q: 3 clusters Score -1.403455e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -14034873.000000 Penalty: 3777.968994
	Iteration 19Q: 3 clusters Score -1.403487e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 106458 members 
Entering Unmasked Estep 
Score: -14034994.000000 Penalty: 3777.968994
	Iteration 20F: 3 clusters Score -1.403499e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 107122 members 
Entering Unmasked Estep 
Score: -14035098.000000 Penalty: 3777.968994
	Iteration 21Q: 3 clusters Score -1.40351e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -14035173.000000 Penalty: 3777.968994
	Iteration 22Q: 3 clusters Score -1.403517e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -14035235.000000 Penalty: 3777.968994
	Iteration 23Q: 3 clusters Score -1.403524e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -14035277.000000 Penalty: 3777.968994
	Iteration 24Q: 3 clusters Score -1.403528e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -14035315.000000 Penalty: 3777.968994
	Iteration 25Q: 3 clusters Score -1.403532e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 109181 members 
Entering Unmasked Estep 
Score: -14035290.000000 Penalty: 3777.968994
	Iteration 26Q: 3 clusters Score -1.403529e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -14035293.000000 Penalty: 3777.968994
	Iteration 27Q: 3 clusters Score -1.403529e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -14035264.000000 Penalty: 3777.968994
	Iteration 28Q: 3 clusters Score -1.403526e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -14035240.000000 Penalty: 3777.968994
	Iteration 29Q: 3 clusters Score -1.403524e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -14035252.000000 Penalty: 3777.968994
	Iteration 30Q: 3 clusters Score -1.403525e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -14035249.000000 Penalty: 3777.968994
	Iteration 31Q: 3 clusters Score -1.403525e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -14035259.000000 Penalty: 3777.968994
	Iteration 32Q: 3 clusters Score -1.403526e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -14035219.000000 Penalty: 3777.968994
	Iteration 33Q: 3 clusters Score -1.403522e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -14035213.000000 Penalty: 3777.968994
	Iteration 34Q: 3 clusters Score -1.403521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -14035214.000000 Penalty: 3777.968994
	Iteration 35Q: 3 clusters Score -1.403521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 110305 members 
Entering Unmasked Estep 
Score: -14035201.000000 Penalty: 3777.968994
	Iteration 36Q: 3 clusters Score -1.40352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 110346 members 
Entering Unmasked Estep 
Score: -14035177.000000 Penalty: 3777.968994
	Iteration 37Q: 3 clusters Score -1.403518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 110378 members 
Entering Unmasked Estep 
Score: -14035172.000000 Penalty: 3777.968994
	Iteration 38Q: 3 clusters Score -1.403517e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 110414 members 
Entering Unmasked Estep 
Score: -14035170.000000 Penalty: 3777.968994
	Iteration 39Q: 3 clusters Score -1.403517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -14035165.000000 Penalty: 3777.968994
	Iteration 40F: 3 clusters Score -1.403516e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -14035159.000000 Penalty: 3777.968994
	Iteration 41Q: 3 clusters Score -1.403516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -14035153.000000 Penalty: 3777.968994
	Iteration 42Q: 3 clusters Score -1.403515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -14035132.000000 Penalty: 3777.968994
	Iteration 43Q: 3 clusters Score -1.403513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -14035134.000000 Penalty: 3777.968994
	Iteration 44Q: 3 clusters Score -1.403513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 110511 members 
Entering Unmasked Estep 
Score: -14035147.000000 Penalty: 3777.968994
	Iteration 45Q: 3 clusters Score -1.403515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -14035141.000000 Penalty: 3777.968994
	Iteration 46Q: 3 clusters Score -1.403514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -14035146.000000 Penalty: 3777.968994
	Iteration 47Q: 3 clusters Score -1.403515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -14035152.000000 Penalty: 3777.968994
	Iteration 48Q: 3 clusters Score -1.403515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 110543 members 
Entering Unmasked Estep 
Score: -14035151.000000 Penalty: 3777.968994
	Iteration 49Q: 3 clusters Score -1.403515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -14035158.000000 Penalty: 3777.968994
	Iteration 50Q: 3 clusters Score -1.403516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -14035148.000000 Penalty: 3777.968994
	Iteration 51Q: 3 clusters Score -1.403515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -14035148.000000 Penalty: 3777.968994
	Iteration 52Q: 3 clusters Score -1.403515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -14035153.000000 Penalty: 3777.968994
	Iteration 53Q: 3 clusters Score -1.403515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -14035148.000000 Penalty: 3777.968994
	Iteration 54Q: 3 clusters Score -1.403515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -14035131.000000 Penalty: 3777.968994
	Iteration 55Q: 3 clusters Score -1.403513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -14035116.000000 Penalty: 3777.968994
	Iteration 56Q: 3 clusters Score -1.403512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -14035126.000000 Penalty: 3777.968994
	Iteration 57Q: 3 clusters Score -1.403513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -14035126.000000 Penalty: 3777.968994
	Iteration 58Q: 3 clusters Score -1.403513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 110580 members 
Entering Unmasked Estep 
Score: -14035128.000000 Penalty: 3777.968994
	Iteration 59Q: 3 clusters Score -1.403513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -14035124.000000 Penalty: 3777.968994
	Iteration 60F: 3 clusters Score -1.403512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -14035114.000000 Penalty: 3777.968994
	Iteration 61Q: 3 clusters Score -1.403511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 110596 members 
Entering Unmasked Estep 
Score: -14035115.000000 Penalty: 3777.968994
	Iteration 62Q: 3 clusters Score -1.403512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 110600 members 
Entering Unmasked Estep 
Score: -14035121.000000 Penalty: 3777.968994
	Iteration 63Q: 3 clusters Score -1.403512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -14035120.000000 Penalty: 3777.968994
	Iteration 64Q: 3 clusters Score -1.403512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -14035122.000000 Penalty: 3777.968994
	Iteration 65Q: 3 clusters Score -1.403512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 110613 members 
Entering Unmasked Estep 
Score: -14035116.000000 Penalty: 3777.968994
	Iteration 66Q: 3 clusters Score -1.403512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 110613 members 
Entering Unmasked Estep 
Score: -14035116.000000 Penalty: 3777.968994
	Iteration 67F: 3 clusters Score -1.403512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -663503.500000 Penalty: 1401.587036
	Iteration 0F: 2 clusters Score -663503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -659173.625000 Penalty: 2803.174072
	Iteration 0F: 3 clusters Score -659173.6 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -660403.687500 Penalty: 2803.174072
	Iteration 1F: 3 clusters Score -660403.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -660624.687500 Penalty: 2803.174072
	Iteration 2F: 3 clusters Score -660624.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -660785.687500 Penalty: 2803.174072
	Iteration 3F: 3 clusters Score -660785.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -660898.375000 Penalty: 2803.174072
	Iteration 4Q: 3 clusters Score -660898.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -661008.250000 Penalty: 2803.174072
	Iteration 5Q: 3 clusters Score -661008.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -661106.812500 Penalty: 2803.174072
	Iteration 6Q: 3 clusters Score -661106.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -661208.125000 Penalty: 2803.174072
	Iteration 7Q: 3 clusters Score -661208.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -661313.937500 Penalty: 2803.174072
	Iteration 8Q: 3 clusters Score -661313.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -661404.000000 Penalty: 2803.174072
	Iteration 9Q: 3 clusters Score -661404 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -661502.875000 Penalty: 2803.174072
	Iteration 10Q: 3 clusters Score -661502.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -661578.437500 Penalty: 2803.174072
	Iteration 11Q: 3 clusters Score -661578.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -661655.687500 Penalty: 2803.174072
	Iteration 12Q: 3 clusters Score -661655.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -661733.812500 Penalty: 2803.174072
	Iteration 13Q: 3 clusters Score -661733.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -661812.000000 Penalty: 2803.174072
	Iteration 14Q: 3 clusters Score -661812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -661893.875000 Penalty: 2803.174072
	Iteration 15Q: 3 clusters Score -661893.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -661965.062500 Penalty: 2803.174072
	Iteration 16Q: 3 clusters Score -661965.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -662032.000000 Penalty: 2803.174072
	Iteration 17Q: 3 clusters Score -662032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -662102.875000 Penalty: 2803.174072
	Iteration 18Q: 3 clusters Score -662102.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -662152.312500 Penalty: 2803.174072
	Iteration 19Q: 3 clusters Score -662152.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -662198.500000 Penalty: 2803.174072
	Iteration 20F: 3 clusters Score -662198.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -662231.437500 Penalty: 2803.174072
	Iteration 21Q: 3 clusters Score -662231.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -662256.250000 Penalty: 2803.174072
	Iteration 22Q: 3 clusters Score -662256.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -662275.500000 Penalty: 2803.174072
	Iteration 23Q: 3 clusters Score -662275.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -662290.500000 Penalty: 2803.174072
	Iteration 24Q: 3 clusters Score -662290.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -662305.625000 Penalty: 2803.174072
	Iteration 25Q: 3 clusters Score -662305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -662313.562500 Penalty: 2803.174072
	Iteration 26Q: 3 clusters Score -662313.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -662327.000000 Penalty: 2803.174072
	Iteration 27Q: 3 clusters Score -662327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -662341.625000 Penalty: 2803.174072
	Iteration 28Q: 3 clusters Score -662341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -662354.125000 Penalty: 2803.174072
	Iteration 29Q: 3 clusters Score -662354.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -662371.000000 Penalty: 2803.174072
	Iteration 30Q: 3 clusters Score -662371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -662378.312500 Penalty: 2803.174072
	Iteration 31Q: 3 clusters Score -662378.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -662386.187500 Penalty: 2803.174072
	Iteration 32Q: 3 clusters Score -662386.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -662389.062500 Penalty: 2803.174072
	Iteration 33Q: 3 clusters Score -662389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -662391.500000 Penalty: 2803.174072
	Iteration 34Q: 3 clusters Score -662391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -662394.250000 Penalty: 2803.174072
	Iteration 35Q: 3 clusters Score -662394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -662401.187500 Penalty: 2803.174072
	Iteration 36Q: 3 clusters Score -662401.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -662408.500000 Penalty: 2803.174072
	Iteration 37Q: 3 clusters Score -662408.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -662417.312500 Penalty: 2803.174072
	Iteration 38Q: 3 clusters Score -662417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -662420.250000 Penalty: 2803.174072
	Iteration 39Q: 3 clusters Score -662420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -662421.437500 Penalty: 2803.174072
	Iteration 40F: 3 clusters Score -662421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -662421.750000 Penalty: 2803.174072
	Iteration 41Q: 3 clusters Score -662421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -662422.875000 Penalty: 2803.174072
	Iteration 42Q: 3 clusters Score -662422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -662423.875000 Penalty: 2803.174072
	Iteration 43Q: 3 clusters Score -662423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -662423.875000 Penalty: 2803.174072
	Iteration 44F: 3 clusters Score -662423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Entering Unmasked Estep 
Score: -1781072.875000 Penalty: 1557.629883
	Iteration 0F: 2 clusters Score -1781073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1770971.500000 Penalty: 3115.259766
	Iteration 0F: 3 clusters Score -1770972 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1774460.125000 Penalty: 3115.259766
	Iteration 1F: 3 clusters Score -1774460 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1774881.375000 Penalty: 3115.259766
	Iteration 2F: 3 clusters Score -1774881 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1775299.375000 Penalty: 3115.259766
	Iteration 3F: 3 clusters Score -1775299 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1775697.500000 Penalty: 3115.259766
	Iteration 4F: 3 clusters Score -1775698 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1776089.000000 Penalty: 3115.259766
	Iteration 5F: 3 clusters Score -1776089 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1776470.250000 Penalty: 3115.259766
	Iteration 6F: 3 clusters Score -1776470 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1776814.750000 Penalty: 3115.259766
	Iteration 7Q: 3 clusters Score -1776815 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1777162.750000 Penalty: 3115.259766
	Iteration 8Q: 3 clusters Score -1777163 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1777503.875000 Penalty: 3115.259766
	Iteration 9Q: 3 clusters Score -1777504 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1777858.500000 Penalty: 3115.259766
	Iteration 10Q: 3 clusters Score -1777858 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1778173.875000 Penalty: 3115.259766
	Iteration 11Q: 3 clusters Score -1778174 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1778441.375000 Penalty: 3115.259766
	Iteration 12Q: 3 clusters Score -1778441 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1778660.250000 Penalty: 3115.259766
	Iteration 13Q: 3 clusters Score -1778660 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1778840.625000 Penalty: 3115.259766
	Iteration 14Q: 3 clusters Score -1778841 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1778987.125000 Penalty: 3115.259766
	Iteration 15Q: 3 clusters Score -1778987 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1779089.875000 Penalty: 3115.259766
	Iteration 16Q: 3 clusters Score -1779090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1779205.000000 Penalty: 3115.259766
	Iteration 17Q: 3 clusters Score -1779205 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1779313.500000 Penalty: 3115.259766
	Iteration 18Q: 3 clusters Score -1779314 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1779420.750000 Penalty: 3115.259766
	Iteration 19Q: 3 clusters Score -1779421 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1779501.875000 Penalty: 3115.259766
	Iteration 20F: 3 clusters Score -1779502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1779569.250000 Penalty: 3115.259766
	Iteration 21Q: 3 clusters Score -1779569 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1779638.750000 Penalty: 3115.259766
	Iteration 22Q: 3 clusters Score -1779639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1779692.500000 Penalty: 3115.259766
	Iteration 23Q: 3 clusters Score -1779692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1779734.625000 Penalty: 3115.259766
	Iteration 24Q: 3 clusters Score -1779735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1779759.375000 Penalty: 3115.259766
	Iteration 25Q: 3 clusters Score -1779759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1779775.125000 Penalty: 3115.259766
	Iteration 26Q: 3 clusters Score -1779775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1779783.375000 Penalty: 3115.259766
	Iteration 27Q: 3 clusters Score -1779783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1779796.750000 Penalty: 3115.259766
	Iteration 28Q: 3 clusters Score -1779797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1779812.500000 Penalty: 3115.259766
	Iteration 29Q: 3 clusters Score -1779812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1779828.875000 Penalty: 3115.259766
	Iteration 30Q: 3 clusters Score -1779829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1779838.625000 Penalty: 3115.259766
	Iteration 31Q: 3 clusters Score -1779839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1779847.125000 Penalty: 3115.259766
	Iteration 32Q: 3 clusters Score -1779847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1779855.750000 Penalty: 3115.259766
	Iteration 33Q: 3 clusters Score -1779856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1779864.750000 Penalty: 3115.259766
	Iteration 34Q: 3 clusters Score -1779865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1779872.750000 Penalty: 3115.259766
	Iteration 35Q: 3 clusters Score -1779873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1779885.500000 Penalty: 3115.259766
	Iteration 36Q: 3 clusters Score -1779886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1779890.000000 Penalty: 3115.259766
	Iteration 37Q: 3 clusters Score -1779890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1779894.000000 Penalty: 3115.259766
	Iteration 38Q: 3 clusters Score -1779894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1779890.875000 Penalty: 3115.259766
	Iteration 39Q: 3 clusters Score -1779891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1779892.625000 Penalty: 3115.259766
	Iteration 40F: 3 clusters Score -1779893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1779894.125000 Penalty: 3115.259766
	Iteration 41Q: 3 clusters Score -1779894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1779894.125000 Penalty: 3115.259766
	Iteration 42F: 3 clusters Score -1779894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Entering Unmasked Estep 
Score: -13669298.000000 Penalty: 1884.247803
	Iteration 0F: 2 clusters Score -1.36693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -13598072.000000 Penalty: 3768.495605
	Iteration 0F: 3 clusters Score -1.359807e+07 nChanged 52301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -13628026.000000 Penalty: 3768.495605
	Iteration 1F: 3 clusters Score -1.362803e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -13628637.000000 Penalty: 3768.495605
	Iteration 2Q: 3 clusters Score -1.362864e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -13629599.000000 Penalty: 3768.495605
	Iteration 3Q: 3 clusters Score -1.36296e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -13630915.000000 Penalty: 3768.495605
	Iteration 4Q: 3 clusters Score -1.363092e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -13633525.000000 Penalty: 3768.495605
	Iteration 5F: 3 clusters Score -1.363352e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -13638213.000000 Penalty: 3768.495605
	Iteration 6F: 3 clusters Score -1.363821e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
Score: -13645373.000000 Penalty: 3768.495605
	Iteration 7F: 3 clusters Score -1.364537e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -13654147.000000 Penalty: 3768.495605
	Iteration 8F: 3 clusters Score -1.365415e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -13661418.000000 Penalty: 3768.495605
	Iteration 9F: 3 clusters Score -1.366142e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 105519 members 
Entering Unmasked Estep 
Score: -13665101.000000 Penalty: 3768.495605
	Iteration 10Q: 3 clusters Score -1.36651e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 107402 members 
Entering Unmasked Estep 
Score: -13666630.000000 Penalty: 3768.495605
	Iteration 11Q: 3 clusters Score -1.366663e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -13667151.000000 Penalty: 3768.495605
	Iteration 12Q: 3 clusters Score -1.366715e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -13667379.000000 Penalty: 3768.495605
	Iteration 13Q: 3 clusters Score -1.366738e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -13667468.000000 Penalty: 3768.495605
	Iteration 14Q: 3 clusters Score -1.366747e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -13667505.000000 Penalty: 3768.495605
	Iteration 15Q: 3 clusters Score -1.36675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -13667524.000000 Penalty: 3768.495605
	Iteration 16Q: 3 clusters Score -1.366752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -13667522.000000 Penalty: 3768.495605
	Iteration 17Q: 3 clusters Score -1.366752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
Score: -13667528.000000 Penalty: 3768.495605
	Iteration 18Q: 3 clusters Score -1.366753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 108405 members 
Entering Unmasked Estep 
Score: -13667525.000000 Penalty: 3768.495605
	Iteration 19Q: 3 clusters Score -1.366752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -13667555.000000 Penalty: 3768.495605
	Iteration 20F: 3 clusters Score -1.366756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -13667558.000000 Penalty: 3768.495605
	Iteration 21Q: 3 clusters Score -1.366756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
Score: -13667569.000000 Penalty: 3768.495605
	Iteration 22Q: 3 clusters Score -1.366757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -13667569.000000 Penalty: 3768.495605
	Iteration 23Q: 3 clusters Score -1.366757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -13667563.000000 Penalty: 3768.495605
	Iteration 24Q: 3 clusters Score -1.366756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -13667561.000000 Penalty: 3768.495605
	Iteration 25Q: 3 clusters Score -1.366756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -13667568.000000 Penalty: 3768.495605
	Iteration 26Q: 3 clusters Score -1.366757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -13667566.000000 Penalty: 3768.495605
	Iteration 27Q: 3 clusters Score -1.366757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -13667566.000000 Penalty: 3768.495605
	Iteration 28F: 3 clusters Score -1.366757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Entering Unmasked Estep 
Score: -602054.687500 Penalty: 1382.476318
	Iteration 0F: 2 clusters Score -602054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -598143.562500 Penalty: 2764.952637
	Iteration 0F: 3 clusters Score -598143.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -599174.375000 Penalty: 2764.952637
	Iteration 1F: 3 clusters Score -599174.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -599385.125000 Penalty: 2764.952637
	Iteration 2F: 3 clusters Score -599385.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -599599.562500 Penalty: 2764.952637
	Iteration 3F: 3 clusters Score -599599.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -599812.187500 Penalty: 2764.952637
	Iteration 4F: 3 clusters Score -599812.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -600065.937500 Penalty: 2764.952637
	Iteration 5F: 3 clusters Score -600065.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -600337.187500 Penalty: 2764.952637
	Iteration 6F: 3 clusters Score -600337.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -600550.250000 Penalty: 2764.952637
	Iteration 7Q: 3 clusters Score -600550.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -600738.250000 Penalty: 2764.952637
	Iteration 8Q: 3 clusters Score -600738.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -600911.500000 Penalty: 2764.952637
	Iteration 9Q: 3 clusters Score -600911.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -601051.187500 Penalty: 2764.952637
	Iteration 10Q: 3 clusters Score -601051.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -601179.062500 Penalty: 2764.952637
	Iteration 11Q: 3 clusters Score -601179.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -601269.562500 Penalty: 2764.952637
	Iteration 12Q: 3 clusters Score -601269.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -601320.812500 Penalty: 2764.952637
	Iteration 13Q: 3 clusters Score -601320.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -601353.937500 Penalty: 2764.952637
	Iteration 14Q: 3 clusters Score -601353.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -601372.312500 Penalty: 2764.952637
	Iteration 15Q: 3 clusters Score -601372.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -601383.937500 Penalty: 2764.952637
	Iteration 16Q: 3 clusters Score -601383.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -601389.500000 Penalty: 2764.952637
	Iteration 17Q: 3 clusters Score -601389.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -601394.687500 Penalty: 2764.952637
	Iteration 18Q: 3 clusters Score -601394.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -601399.187500 Penalty: 2764.952637
	Iteration 19Q: 3 clusters Score -601399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -601402.562500 Penalty: 2764.952637
	Iteration 20F: 3 clusters Score -601402.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -601406.625000 Penalty: 2764.952637
	Iteration 21Q: 3 clusters Score -601406.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -601410.625000 Penalty: 2764.952637
	Iteration 22Q: 3 clusters Score -601410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -601415.437500 Penalty: 2764.952637
	Iteration 23Q: 3 clusters Score -601415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -601420.437500 Penalty: 2764.952637
	Iteration 24Q: 3 clusters Score -601420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -601423.062500 Penalty: 2764.952637
	Iteration 25Q: 3 clusters Score -601423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -601424.500000 Penalty: 2764.952637
	Iteration 26Q: 3 clusters Score -601424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -601425.062500 Penalty: 2764.952637
	Iteration 27Q: 3 clusters Score -601425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -601427.812500 Penalty: 2764.952637
	Iteration 28Q: 3 clusters Score -601427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -601427.812500 Penalty: 2764.952637
	Iteration 29Q: 3 clusters Score -601427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -601427.812500 Penalty: 2764.952637
	Iteration 30F: 3 clusters Score -601427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Entering Unmasked Estep 
Score: -625092.875000 Penalty: 1387.580200
	Iteration 0F: 2 clusters Score -625092.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -621017.562500 Penalty: 2775.160400
	Iteration 0F: 3 clusters Score -621017.6 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -622272.937500 Penalty: 2775.160400
	Iteration 1F: 3 clusters Score -622272.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -622546.125000 Penalty: 2775.160400
	Iteration 2F: 3 clusters Score -622546.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -622710.312500 Penalty: 2775.160400
	Iteration 3F: 3 clusters Score -622710.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -622815.312500 Penalty: 2775.160400
	Iteration 4Q: 3 clusters Score -622815.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -622907.750000 Penalty: 2775.160400
	Iteration 5Q: 3 clusters Score -622907.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -622990.312500 Penalty: 2775.160400
	Iteration 6Q: 3 clusters Score -622990.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -623066.750000 Penalty: 2775.160400
	Iteration 7Q: 3 clusters Score -623066.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -623131.937500 Penalty: 2775.160400
	Iteration 8Q: 3 clusters Score -623131.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -623192.125000 Penalty: 2775.160400
	Iteration 9Q: 3 clusters Score -623192.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -623257.812500 Penalty: 2775.160400
	Iteration 10Q: 3 clusters Score -623257.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -623344.500000 Penalty: 2775.160400
	Iteration 11Q: 3 clusters Score -623344.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -623416.312500 Penalty: 2775.160400
	Iteration 12Q: 3 clusters Score -623416.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -623509.687500 Penalty: 2775.160400
	Iteration 13Q: 3 clusters Score -623509.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -623612.750000 Penalty: 2775.160400
	Iteration 14Q: 3 clusters Score -623612.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -623684.000000 Penalty: 2775.160400
	Iteration 15Q: 3 clusters Score -623684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -623747.062500 Penalty: 2775.160400
	Iteration 16Q: 3 clusters Score -623747.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -623806.875000 Penalty: 2775.160400
	Iteration 17Q: 3 clusters Score -623806.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -623852.437500 Penalty: 2775.160400
	Iteration 18Q: 3 clusters Score -623852.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -623885.500000 Penalty: 2775.160400
	Iteration 19Q: 3 clusters Score -623885.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -623911.062500 Penalty: 2775.160400
	Iteration 20F: 3 clusters Score -623911.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -623935.312500 Penalty: 2775.160400
	Iteration 21Q: 3 clusters Score -623935.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -623952.562500 Penalty: 2775.160400
	Iteration 22Q: 3 clusters Score -623952.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -623970.312500 Penalty: 2775.160400
	Iteration 23Q: 3 clusters Score -623970.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -623980.125000 Penalty: 2775.160400
	Iteration 24Q: 3 clusters Score -623980.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -623985.812500 Penalty: 2775.160400
	Iteration 25Q: 3 clusters Score -623985.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -623990.687500 Penalty: 2775.160400
	Iteration 26Q: 3 clusters Score -623990.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -623994.875000 Penalty: 2775.160400
	Iteration 27Q: 3 clusters Score -623994.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -624000.875000 Penalty: 2775.160400
	Iteration 28Q: 3 clusters Score -624000.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -624005.250000 Penalty: 2775.160400
	Iteration 29Q: 3 clusters Score -624005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -624009.812500 Penalty: 2775.160400
	Iteration 30Q: 3 clusters Score -624009.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -624014.812500 Penalty: 2775.160400
	Iteration 31Q: 3 clusters Score -624014.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -624015.687500 Penalty: 2775.160400
	Iteration 32Q: 3 clusters Score -624015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -624021.000000 Penalty: 2775.160400
	Iteration 33Q: 3 clusters Score -624021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -624022.250000 Penalty: 2775.160400
	Iteration 34Q: 3 clusters Score -624022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -624022.937500 Penalty: 2775.160400
	Iteration 35Q: 3 clusters Score -624022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -624023.937500 Penalty: 2775.160400
	Iteration 36Q: 3 clusters Score -624023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -624025.812500 Penalty: 2775.160400
	Iteration 37Q: 3 clusters Score -624025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -624030.437500 Penalty: 2775.160400
	Iteration 38Q: 3 clusters Score -624030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -624032.937500 Penalty: 2775.160400
	Iteration 39Q: 3 clusters Score -624032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -624032.812500 Penalty: 2775.160400
	Iteration 40F: 3 clusters Score -624032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -624034.250000 Penalty: 2775.160400
	Iteration 41Q: 3 clusters Score -624034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -624035.187500 Penalty: 2775.160400
	Iteration 42Q: 3 clusters Score -624035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -624036.562500 Penalty: 2775.160400
	Iteration 43Q: 3 clusters Score -624036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -624037.500000 Penalty: 2775.160400
	Iteration 44Q: 3 clusters Score -624037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -624037.937500 Penalty: 2775.160400
	Iteration 45Q: 3 clusters Score -624037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -624038.312500 Penalty: 2775.160400
	Iteration 46Q: 3 clusters Score -624038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -624039.250000 Penalty: 2775.160400
	Iteration 47Q: 3 clusters Score -624039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -624039.687500 Penalty: 2775.160400
	Iteration 48Q: 3 clusters Score -624039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -624039.062500 Penalty: 2775.160400
	Iteration 49Q: 3 clusters Score -624039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -624040.437500 Penalty: 2775.160400
	Iteration 50Q: 3 clusters Score -624040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -624040.812500 Penalty: 2775.160400
	Iteration 51Q: 3 clusters Score -624040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -624044.312500 Penalty: 2775.160400
	Iteration 52Q: 3 clusters Score -624044.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -624048.312500 Penalty: 2775.160400
	Iteration 53Q: 3 clusters Score -624048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -624049.812500 Penalty: 2775.160400
	Iteration 54Q: 3 clusters Score -624049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -624050.562500 Penalty: 2775.160400
	Iteration 55Q: 3 clusters Score -624050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -624050.187500 Penalty: 2775.160400
	Iteration 56Q: 3 clusters Score -624050.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -624050.187500 Penalty: 2775.160400
	Iteration 57F: 3 clusters Score -624050.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Entering Unmasked Estep 
Score: -3115112.000000 Penalty: 1642.261353
	Iteration 0F: 2 clusters Score -3115112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3098477.000000 Penalty: 3284.522705
	Iteration 0F: 3 clusters Score -3098477 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3104575.500000 Penalty: 3284.522705
	Iteration 1F: 3 clusters Score -3104576 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3104914.750000 Penalty: 3284.522705
	Iteration 2Q: 3 clusters Score -3104915 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3105210.000000 Penalty: 3284.522705
	Iteration 3Q: 3 clusters Score -3105210 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3105510.750000 Penalty: 3284.522705
	Iteration 4Q: 3 clusters Score -3105511 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3105746.250000 Penalty: 3284.522705
	Iteration 5Q: 3 clusters Score -3105746 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3106043.750000 Penalty: 3284.522705
	Iteration 6Q: 3 clusters Score -3106044 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3106429.000000 Penalty: 3284.522705
	Iteration 7Q: 3 clusters Score -3106429 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3106862.000000 Penalty: 3284.522705
	Iteration 8Q: 3 clusters Score -3106862 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3107431.000000 Penalty: 3284.522705
	Iteration 9Q: 3 clusters Score -3107431 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3108146.500000 Penalty: 3284.522705
	Iteration 10Q: 3 clusters Score -3108146 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3108881.500000 Penalty: 3284.522705
	Iteration 11Q: 3 clusters Score -3108882 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3109496.250000 Penalty: 3284.522705
	Iteration 12Q: 3 clusters Score -3109496 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3109930.500000 Penalty: 3284.522705
	Iteration 13Q: 3 clusters Score -3109930 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3110177.500000 Penalty: 3284.522705
	Iteration 14Q: 3 clusters Score -3110178 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3110353.000000 Penalty: 3284.522705
	Iteration 15Q: 3 clusters Score -3110353 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3110481.250000 Penalty: 3284.522705
	Iteration 16Q: 3 clusters Score -3110481 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3110583.500000 Penalty: 3284.522705
	Iteration 17Q: 3 clusters Score -3110584 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3110696.500000 Penalty: 3284.522705
	Iteration 18Q: 3 clusters Score -3110696 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3110819.000000 Penalty: 3284.522705
	Iteration 19Q: 3 clusters Score -3110819 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3110948.750000 Penalty: 3284.522705
	Iteration 20F: 3 clusters Score -3110949 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3111103.250000 Penalty: 3284.522705
	Iteration 21Q: 3 clusters Score -3111103 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3111253.000000 Penalty: 3284.522705
	Iteration 22Q: 3 clusters Score -3111253 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3111451.500000 Penalty: 3284.522705
	Iteration 23Q: 3 clusters Score -3111452 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3111643.250000 Penalty: 3284.522705
	Iteration 24Q: 3 clusters Score -3111643 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3111825.500000 Penalty: 3284.522705
	Iteration 25Q: 3 clusters Score -3111826 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3112011.750000 Penalty: 3284.522705
	Iteration 26Q: 3 clusters Score -3112012 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3112219.500000 Penalty: 3284.522705
	Iteration 27Q: 3 clusters Score -3112220 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3112425.500000 Penalty: 3284.522705
	Iteration 28Q: 3 clusters Score -3112426 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3112617.500000 Penalty: 3284.522705
	Iteration 29Q: 3 clusters Score -3112618 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3112776.500000 Penalty: 3284.522705
	Iteration 30Q: 3 clusters Score -3112776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3112933.500000 Penalty: 3284.522705
	Iteration 31Q: 3 clusters Score -3112934 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3113084.250000 Penalty: 3284.522705
	Iteration 32Q: 3 clusters Score -3113084 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3113219.250000 Penalty: 3284.522705
	Iteration 33Q: 3 clusters Score -3113219 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3113320.500000 Penalty: 3284.522705
	Iteration 34Q: 3 clusters Score -3113320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3113404.750000 Penalty: 3284.522705
	Iteration 35Q: 3 clusters Score -3113405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3113490.250000 Penalty: 3284.522705
	Iteration 36Q: 3 clusters Score -3113490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3113542.250000 Penalty: 3284.522705
	Iteration 37Q: 3 clusters Score -3113542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3113571.750000 Penalty: 3284.522705
	Iteration 38Q: 3 clusters Score -3113572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3113595.000000 Penalty: 3284.522705
	Iteration 39Q: 3 clusters Score -3113595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3113607.250000 Penalty: 3284.522705
	Iteration 40F: 3 clusters Score -3113607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3113625.250000 Penalty: 3284.522705
	Iteration 41Q: 3 clusters Score -3113625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3113644.000000 Penalty: 3284.522705
	Iteration 42Q: 3 clusters Score -3113644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3113658.000000 Penalty: 3284.522705
	Iteration 43Q: 3 clusters Score -3113658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3113669.000000 Penalty: 3284.522705
	Iteration 44Q: 3 clusters Score -3113669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3113679.000000 Penalty: 3284.522705
	Iteration 45Q: 3 clusters Score -3113679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3113689.750000 Penalty: 3284.522705
	Iteration 46Q: 3 clusters Score -3113690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3113697.000000 Penalty: 3284.522705
	Iteration 47Q: 3 clusters Score -3113697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3113702.750000 Penalty: 3284.522705
	Iteration 48Q: 3 clusters Score -3113703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3113705.000000 Penalty: 3284.522705
	Iteration 49Q: 3 clusters Score -3113705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3113703.500000 Penalty: 3284.522705
	Iteration 50Q: 3 clusters Score -3113704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3113706.250000 Penalty: 3284.522705
	Iteration 51Q: 3 clusters Score -3113706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3113704.000000 Penalty: 3284.522705
	Iteration 52Q: 3 clusters Score -3113704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3113707.500000 Penalty: 3284.522705
	Iteration 53Q: 3 clusters Score -3113708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3113707.750000 Penalty: 3284.522705
	Iteration 54Q: 3 clusters Score -3113708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3113709.000000 Penalty: 3284.522705
	Iteration 55Q: 3 clusters Score -3113709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3113707.000000 Penalty: 3284.522705
	Iteration 56Q: 3 clusters Score -3113707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3113707.000000 Penalty: 3284.522705
	Iteration 57F: 3 clusters Score -3113707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Entering Unmasked Estep 
Score: -16170953.000000 Penalty: 1910.660156
	Iteration 0F: 2 clusters Score -1.617095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -16092630.000000 Penalty: 3821.320312
	Iteration 0F: 3 clusters Score -1.609263e+07 nChanged 61569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -16128550.000000 Penalty: 3821.320312
	Iteration 1F: 3 clusters Score -1.612855e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -16129134.000000 Penalty: 3821.320312
	Iteration 2Q: 3 clusters Score -1.612913e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -16129799.000000 Penalty: 3821.320312
	Iteration 3Q: 3 clusters Score -1.61298e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -16130968.000000 Penalty: 3821.320312
	Iteration 4Q: 3 clusters Score -1.613097e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -16132861.000000 Penalty: 3821.320312
	Iteration 5Q: 3 clusters Score -1.613286e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -16136535.000000 Penalty: 3821.320312
	Iteration 6F: 3 clusters Score -1.613654e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -16142036.000000 Penalty: 3821.320312
	Iteration 7F: 3 clusters Score -1.614204e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -16149440.000000 Penalty: 3821.320312
	Iteration 8F: 3 clusters Score -1.614944e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -16157513.000000 Penalty: 3821.320312
	Iteration 9F: 3 clusters Score -1.615751e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108663 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -16163486.000000 Penalty: 3821.320312
	Iteration 10F: 3 clusters Score -1.616349e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -16166576.000000 Penalty: 3821.320312
	Iteration 11Q: 3 clusters Score -1.616658e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -16168061.000000 Penalty: 3821.320312
	Iteration 12Q: 3 clusters Score -1.616806e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -16168828.000000 Penalty: 3821.320312
	Iteration 13Q: 3 clusters Score -1.616883e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120439 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -16169307.000000 Penalty: 3821.320312
	Iteration 14Q: 3 clusters Score -1.616931e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -16169463.000000 Penalty: 3821.320312
	Iteration 15Q: 3 clusters Score -1.616946e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123220 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -16169515.000000 Penalty: 3821.320312
	Iteration 16Q: 3 clusters Score -1.616952e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -16169636.000000 Penalty: 3821.320312
	Iteration 17Q: 3 clusters Score -1.616964e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124909 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -16169750.000000 Penalty: 3821.320312
	Iteration 18Q: 3 clusters Score -1.616975e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -16169834.000000 Penalty: 3821.320312
	Iteration 19Q: 3 clusters Score -1.616983e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -16169892.000000 Penalty: 3821.320312
	Iteration 20F: 3 clusters Score -1.616989e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126127 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16169867.000000 Penalty: 3821.320312
	Iteration 21Q: 3 clusters Score -1.616987e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126332 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16169900.000000 Penalty: 3821.320312
	Iteration 22Q: 3 clusters Score -1.61699e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16169913.000000 Penalty: 3821.320312
	Iteration 23Q: 3 clusters Score -1.616991e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -16169893.000000 Penalty: 3821.320312
	Iteration 24Q: 3 clusters Score -1.616989e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126637 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -16169923.000000 Penalty: 3821.320312
	Iteration 25Q: 3 clusters Score -1.616992e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16169917.000000 Penalty: 3821.320312
	Iteration 26Q: 3 clusters Score -1.616992e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16169892.000000 Penalty: 3821.320312
	Iteration 27Q: 3 clusters Score -1.616989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126770 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16169897.000000 Penalty: 3821.320312
	Iteration 28Q: 3 clusters Score -1.61699e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16169885.000000 Penalty: 3821.320312
	Iteration 29Q: 3 clusters Score -1.616988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16169893.000000 Penalty: 3821.320312
	Iteration 30Q: 3 clusters Score -1.616989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126826 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16169879.000000 Penalty: 3821.320312
	Iteration 31Q: 3 clusters Score -1.616988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126839 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16169881.000000 Penalty: 3821.320312
	Iteration 32Q: 3 clusters Score -1.616988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16169879.000000 Penalty: 3821.320312
	Iteration 33Q: 3 clusters Score -1.616988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126860 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16169871.000000 Penalty: 3821.320312
	Iteration 34Q: 3 clusters Score -1.616987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16169882.000000 Penalty: 3821.320312
	Iteration 35Q: 3 clusters Score -1.616988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -16169863.000000 Penalty: 3821.320312
	Iteration 36Q: 3 clusters Score -1.616986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16169854.000000 Penalty: 3821.320312
	Iteration 37Q: 3 clusters Score -1.616985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16169853.000000 Penalty: 3821.320312
	Iteration 38Q: 3 clusters Score -1.616985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16169859.000000 Penalty: 3821.320312
	Iteration 39Q: 3 clusters Score -1.616986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16169852.000000 Penalty: 3821.320312
	Iteration 40F: 3 clusters Score -1.616985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16169851.000000 Penalty: 3821.320312
	Iteration 41Q: 3 clusters Score -1.616985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16169848.000000 Penalty: 3821.320312
	Iteration 42Q: 3 clusters Score -1.616985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16169848.000000 Penalty: 3821.320312
	Iteration 43F: 3 clusters Score -1.616985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Entering Unmasked Estep 
Score: -2018327.625000 Penalty: 1573.643921
	Iteration 0F: 2 clusters Score -2018328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2007211.875000 Penalty: 3147.287842
	Iteration 0F: 3 clusters Score -2007212 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2011073.000000 Penalty: 3147.287842
	Iteration 1F: 3 clusters Score -2011073 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2011346.625000 Penalty: 3147.287842
	Iteration 2Q: 3 clusters Score -2011347 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2011644.500000 Penalty: 3147.287842
	Iteration 3Q: 3 clusters Score -2011644 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2012016.375000 Penalty: 3147.287842
	Iteration 4Q: 3 clusters Score -2012016 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2012566.500000 Penalty: 3147.287842
	Iteration 5F: 3 clusters Score -2012566 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2013350.625000 Penalty: 3147.287842
	Iteration 6F: 3 clusters Score -2013351 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2014409.250000 Penalty: 3147.287842
	Iteration 7F: 3 clusters Score -2014409 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2015496.750000 Penalty: 3147.287842
	Iteration 8F: 3 clusters Score -2015497 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2016277.250000 Penalty: 3147.287842
	Iteration 9Q: 3 clusters Score -2016277 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2016641.750000 Penalty: 3147.287842
	Iteration 10Q: 3 clusters Score -2016642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2016803.875000 Penalty: 3147.287842
	Iteration 11Q: 3 clusters Score -2016804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2016872.750000 Penalty: 3147.287842
	Iteration 12Q: 3 clusters Score -2016873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2016915.250000 Penalty: 3147.287842
	Iteration 13Q: 3 clusters Score -2016915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2016927.625000 Penalty: 3147.287842
	Iteration 14Q: 3 clusters Score -2016928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2016940.375000 Penalty: 3147.287842
	Iteration 15Q: 3 clusters Score -2016940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2016947.250000 Penalty: 3147.287842
	Iteration 16Q: 3 clusters Score -2016947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2016953.000000 Penalty: 3147.287842
	Iteration 17Q: 3 clusters Score -2016953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2016959.125000 Penalty: 3147.287842
	Iteration 18Q: 3 clusters Score -2016959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2016964.625000 Penalty: 3147.287842
	Iteration 19Q: 3 clusters Score -2016965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2016964.750000 Penalty: 3147.287842
	Iteration 20F: 3 clusters Score -2016965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2016967.000000 Penalty: 3147.287842
	Iteration 21Q: 3 clusters Score -2016967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2016975.875000 Penalty: 3147.287842
	Iteration 22Q: 3 clusters Score -2016976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2016976.875000 Penalty: 3147.287842
	Iteration 23Q: 3 clusters Score -2016977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2016978.125000 Penalty: 3147.287842
	Iteration 24Q: 3 clusters Score -2016978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2016978.125000 Penalty: 3147.287842
	Iteration 25F: 3 clusters Score -2016978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -61638.734375 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -61638.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60527.468750 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -60527.47 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60844.683594 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -60844.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61059.925781 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -61059.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61218.410156 Penalty: 2076.828125
	Iteration 3F: 3 clusters Score -61218.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61298.472656 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -61298.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61327.531250 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -61327.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61337.820312 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -61337.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61339.152344 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -61339.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61339.152344 Penalty: 2076.828125
	Iteration 8F: 3 clusters Score -61339.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -339059.718750 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -339059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -336528.718750 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -336528.7 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337183.625000 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -337183.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -337373.437500 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -337373.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -337543.218750 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -337543.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -337666.031250 Penalty: 2580.458252
	Iteration 4F: 3 clusters Score -337666 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -337762.250000 Penalty: 2580.458252
	Iteration 5Q: 3 clusters Score -337762.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -337838.843750 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -337838.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -337906.343750 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -337906.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -337988.625000 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -337988.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -338064.937500 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -338064.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -338139.812500 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -338139.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -338223.593750 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -338223.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -338283.406250 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -338283.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -338312.937500 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -338312.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -338330.593750 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -338330.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -338352.500000 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -338352.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -338368.750000 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -338368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -338386.156250 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -338386.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -338399.000000 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -338399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -338415.125000 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -338415.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -338428.125000 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -338428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -338438.625000 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -338438.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -338448.593750 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -338448.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -338457.000000 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -338457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338465.187500 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -338465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -338468.750000 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -338468.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -338471.531250 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -338471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338475.531250 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -338475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -338479.812500 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -338479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338481.031250 Penalty: 2580.458252
	Iteration 29Q: 3 clusters Score -338481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -338483.625000 Penalty: 2580.458252
	Iteration 30Q: 3 clusters Score -338483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -338486.312500 Penalty: 2580.458252
	Iteration 31Q: 3 clusters Score -338486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -338488.812500 Penalty: 2580.458252
	Iteration 32Q: 3 clusters Score -338488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -338492.156250 Penalty: 2580.458252
	Iteration 33Q: 3 clusters Score -338492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -338495.437500 Penalty: 2580.458252
	Iteration 34Q: 3 clusters Score -338495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -338498.375000 Penalty: 2580.458252
	Iteration 35Q: 3 clusters Score -338498.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -338502.437500 Penalty: 2580.458252
	Iteration 36Q: 3 clusters Score -338502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -338505.968750 Penalty: 2580.458252
	Iteration 37Q: 3 clusters Score -338506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -338511.062500 Penalty: 2580.458252
	Iteration 38Q: 3 clusters Score -338511.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -338517.406250 Penalty: 2580.458252
	Iteration 39Q: 3 clusters Score -338517.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -338522.562500 Penalty: 2580.458252
	Iteration 40F: 3 clusters Score -338522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -338529.406250 Penalty: 2580.458252
	Iteration 41Q: 3 clusters Score -338529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -338534.531250 Penalty: 2580.458252
	Iteration 42Q: 3 clusters Score -338534.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338544.187500 Penalty: 2580.458252
	Iteration 43Q: 3 clusters Score -338544.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -338562.468750 Penalty: 2580.458252
	Iteration 44Q: 3 clusters Score -338562.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -338577.312500 Penalty: 2580.458252
	Iteration 45Q: 3 clusters Score -338577.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -338586.343750 Penalty: 2580.458252
	Iteration 46Q: 3 clusters Score -338586.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -338591.125000 Penalty: 2580.458252
	Iteration 47Q: 3 clusters Score -338591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -338595.093750 Penalty: 2580.458252
	Iteration 48Q: 3 clusters Score -338595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -338599.312500 Penalty: 2580.458252
	Iteration 49Q: 3 clusters Score -338599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -338604.093750 Penalty: 2580.458252
	Iteration 50Q: 3 clusters Score -338604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -338609.187500 Penalty: 2580.458252
	Iteration 51Q: 3 clusters Score -338609.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -338612.687500 Penalty: 2580.458252
	Iteration 52Q: 3 clusters Score -338612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -338617.593750 Penalty: 2580.458252
	Iteration 53Q: 3 clusters Score -338617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -338617.843750 Penalty: 2580.458252
	Iteration 54Q: 3 clusters Score -338617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -338617.843750 Penalty: 2580.458252
	Iteration 55F: 3 clusters Score -338617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (85145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Entering Unmasked Estep 
Score: -10605150.000000 Penalty: 1844.718018
	Iteration 0F: 2 clusters Score -1.060515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -10548532.000000 Penalty: 3689.436035
	Iteration 0F: 3 clusters Score -1.054853e+07 nChanged 40662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -10572765.000000 Penalty: 3689.436035
	Iteration 1F: 3 clusters Score -1.057276e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -10573685.000000 Penalty: 3689.436035
	Iteration 2Q: 3 clusters Score -1.057368e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -10574814.000000 Penalty: 3689.436035
	Iteration 3Q: 3 clusters Score -1.057481e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -10576223.000000 Penalty: 3689.436035
	Iteration 4Q: 3 clusters Score -1.057622e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -10578092.000000 Penalty: 3689.436035
	Iteration 5Q: 3 clusters Score -1.057809e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -10580976.000000 Penalty: 3689.436035
	Iteration 6F: 3 clusters Score -1.058098e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -10584534.000000 Penalty: 3689.436035
	Iteration 7F: 3 clusters Score -1.058453e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -10588112.000000 Penalty: 3689.436035
	Iteration 8F: 3 clusters Score -1.058811e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -10590590.000000 Penalty: 3689.436035
	Iteration 9Q: 3 clusters Score -1.059059e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -10592021.000000 Penalty: 3689.436035
	Iteration 10Q: 3 clusters Score -1.059202e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -10592851.000000 Penalty: 3689.436035
	Iteration 11Q: 3 clusters Score -1.059285e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -10593437.000000 Penalty: 3689.436035
	Iteration 12Q: 3 clusters Score -1.059344e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -10593915.000000 Penalty: 3689.436035
	Iteration 13Q: 3 clusters Score -1.059392e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -10594571.000000 Penalty: 3689.436035
	Iteration 14Q: 3 clusters Score -1.059457e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -10595192.000000 Penalty: 3689.436035
	Iteration 15Q: 3 clusters Score -1.059519e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -10595976.000000 Penalty: 3689.436035
	Iteration 16Q: 3 clusters Score -1.059598e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -10596740.000000 Penalty: 3689.436035
	Iteration 17Q: 3 clusters Score -1.059674e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -10597483.000000 Penalty: 3689.436035
	Iteration 18Q: 3 clusters Score -1.059748e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -10598185.000000 Penalty: 3689.436035
	Iteration 19Q: 3 clusters Score -1.059818e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -10599014.000000 Penalty: 3689.436035
	Iteration 20F: 3 clusters Score -1.059901e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -10599688.000000 Penalty: 3689.436035
	Iteration 21Q: 3 clusters Score -1.059969e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -10600308.000000 Penalty: 3689.436035
	Iteration 22Q: 3 clusters Score -1.060031e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -10600954.000000 Penalty: 3689.436035
	Iteration 23Q: 3 clusters Score -1.060095e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81061 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -10601509.000000 Penalty: 3689.436035
	Iteration 24Q: 3 clusters Score -1.060151e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10601981.000000 Penalty: 3689.436035
	Iteration 25Q: 3 clusters Score -1.060198e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -10602397.000000 Penalty: 3689.436035
	Iteration 26Q: 3 clusters Score -1.06024e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10602699.000000 Penalty: 3689.436035
	Iteration 27Q: 3 clusters Score -1.06027e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10602976.000000 Penalty: 3689.436035
	Iteration 28Q: 3 clusters Score -1.060298e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10603153.000000 Penalty: 3689.436035
	Iteration 29Q: 3 clusters Score -1.060315e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10603276.000000 Penalty: 3689.436035
	Iteration 30Q: 3 clusters Score -1.060328e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10603396.000000 Penalty: 3689.436035
	Iteration 31Q: 3 clusters Score -1.06034e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10603492.000000 Penalty: 3689.436035
	Iteration 32Q: 3 clusters Score -1.060349e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10603547.000000 Penalty: 3689.436035
	Iteration 33Q: 3 clusters Score -1.060355e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10603597.000000 Penalty: 3689.436035
	Iteration 34Q: 3 clusters Score -1.06036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10603612.000000 Penalty: 3689.436035
	Iteration 35Q: 3 clusters Score -1.060361e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10603624.000000 Penalty: 3689.436035
	Iteration 36Q: 3 clusters Score -1.060362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10603650.000000 Penalty: 3689.436035
	Iteration 37Q: 3 clusters Score -1.060365e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10603667.000000 Penalty: 3689.436035
	Iteration 38Q: 3 clusters Score -1.060367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10603675.000000 Penalty: 3689.436035
	Iteration 39Q: 3 clusters Score -1.060368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10603682.000000 Penalty: 3689.436035
	Iteration 40F: 3 clusters Score -1.060368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10603679.000000 Penalty: 3689.436035
	Iteration 41Q: 3 clusters Score -1.060368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10603683.000000 Penalty: 3689.436035
	Iteration 42Q: 3 clusters Score -1.060368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10603686.000000 Penalty: 3689.436035
	Iteration 43Q: 3 clusters Score -1.060369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10603692.000000 Penalty: 3689.436035
	Iteration 44Q: 3 clusters Score -1.060369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10603693.000000 Penalty: 3689.436035
	Iteration 45Q: 3 clusters Score -1.060369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10603697.000000 Penalty: 3689.436035
	Iteration 46Q: 3 clusters Score -1.06037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10603694.000000 Penalty: 3689.436035
	Iteration 47Q: 3 clusters Score -1.060369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10603696.000000 Penalty: 3689.436035
	Iteration 48Q: 3 clusters Score -1.06037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10603693.000000 Penalty: 3689.436035
	Iteration 49Q: 3 clusters Score -1.060369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10603689.000000 Penalty: 3689.436035
	Iteration 50Q: 3 clusters Score -1.060369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10603689.000000 Penalty: 3689.436035
	Iteration 51Q: 3 clusters Score -1.060369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10603696.000000 Penalty: 3689.436035
	Iteration 52Q: 3 clusters Score -1.06037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10603688.000000 Penalty: 3689.436035
	Iteration 53Q: 3 clusters Score -1.060369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10603685.000000 Penalty: 3689.436035
	Iteration 54Q: 3 clusters Score -1.060368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10603688.000000 Penalty: 3689.436035
	Iteration 55Q: 3 clusters Score -1.060369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10603695.000000 Penalty: 3689.436035
	Iteration 56Q: 3 clusters Score -1.06037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10603696.000000 Penalty: 3689.436035
	Iteration 57Q: 3 clusters Score -1.06037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84592 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10603692.000000 Penalty: 3689.436035
	Iteration 58Q: 3 clusters Score -1.060369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10603689.000000 Penalty: 3689.436035
	Iteration 59Q: 3 clusters Score -1.060369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10603689.000000 Penalty: 3689.436035
	Iteration 60F: 3 clusters Score -1.060369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10603693.000000 Penalty: 3689.436035
	Iteration 61Q: 3 clusters Score -1.060369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10603694.000000 Penalty: 3689.436035
	Iteration 62Q: 3 clusters Score -1.060369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10603696.000000 Penalty: 3689.436035
	Iteration 63Q: 3 clusters Score -1.06037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10603700.000000 Penalty: 3689.436035
	Iteration 64Q: 3 clusters Score -1.06037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84608 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10603694.000000 Penalty: 3689.436035
	Iteration 65Q: 3 clusters Score -1.060369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10603701.000000 Penalty: 3689.436035
	Iteration 66Q: 3 clusters Score -1.06037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10603700.000000 Penalty: 3689.436035
	Iteration 67Q: 3 clusters Score -1.06037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10603698.000000 Penalty: 3689.436035
	Iteration 68Q: 3 clusters Score -1.06037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10603699.000000 Penalty: 3689.436035
	Iteration 69Q: 3 clusters Score -1.06037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10603697.000000 Penalty: 3689.436035
	Iteration 70Q: 3 clusters Score -1.06037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10603699.000000 Penalty: 3689.436035
	Iteration 71Q: 3 clusters Score -1.06037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10603699.000000 Penalty: 3689.436035
	Iteration 72F: 3 clusters Score -1.06037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Entering Unmasked Estep 
Score: -1688878.250000 Penalty: 1548.653442
	Iteration 0F: 2 clusters Score -1688878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1679259.750000 Penalty: 3097.306885
	Iteration 0F: 3 clusters Score -1679260 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1682612.500000 Penalty: 3097.306885
	Iteration 1F: 3 clusters Score -1682612 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1682890.125000 Penalty: 3097.306885
	Iteration 2F: 3 clusters Score -1682890 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1683164.625000 Penalty: 3097.306885
	Iteration 3Q: 3 clusters Score -1683165 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1683446.375000 Penalty: 3097.306885
	Iteration 4Q: 3 clusters Score -1683446 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1683770.500000 Penalty: 3097.306885
	Iteration 5Q: 3 clusters Score -1683770 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1684126.750000 Penalty: 3097.306885
	Iteration 6Q: 3 clusters Score -1684127 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1684510.375000 Penalty: 3097.306885
	Iteration 7Q: 3 clusters Score -1684510 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1684894.000000 Penalty: 3097.306885
	Iteration 8Q: 3 clusters Score -1684894 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1685199.000000 Penalty: 3097.306885
	Iteration 9Q: 3 clusters Score -1685199 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1685446.500000 Penalty: 3097.306885
	Iteration 10Q: 3 clusters Score -1685446 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1685638.125000 Penalty: 3097.306885
	Iteration 11Q: 3 clusters Score -1685638 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1685749.125000 Penalty: 3097.306885
	Iteration 12Q: 3 clusters Score -1685749 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1685826.500000 Penalty: 3097.306885
	Iteration 13Q: 3 clusters Score -1685826 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1685886.375000 Penalty: 3097.306885
	Iteration 14Q: 3 clusters Score -1685886 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1685927.125000 Penalty: 3097.306885
	Iteration 15Q: 3 clusters Score -1685927 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1685960.250000 Penalty: 3097.306885
	Iteration 16Q: 3 clusters Score -1685960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1685990.000000 Penalty: 3097.306885
	Iteration 17Q: 3 clusters Score -1685990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1686010.500000 Penalty: 3097.306885
	Iteration 18Q: 3 clusters Score -1686010 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1686034.375000 Penalty: 3097.306885
	Iteration 19Q: 3 clusters Score -1686034 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1686051.375000 Penalty: 3097.306885
	Iteration 20F: 3 clusters Score -1686051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1686075.500000 Penalty: 3097.306885
	Iteration 21Q: 3 clusters Score -1686076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1686102.875000 Penalty: 3097.306885
	Iteration 22Q: 3 clusters Score -1686103 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1686118.125000 Penalty: 3097.306885
	Iteration 23Q: 3 clusters Score -1686118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1686136.625000 Penalty: 3097.306885
	Iteration 24Q: 3 clusters Score -1686137 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1686163.125000 Penalty: 3097.306885
	Iteration 25Q: 3 clusters Score -1686163 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1686194.500000 Penalty: 3097.306885
	Iteration 26Q: 3 clusters Score -1686194 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1686238.875000 Penalty: 3097.306885
	Iteration 27Q: 3 clusters Score -1686239 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1686278.875000 Penalty: 3097.306885
	Iteration 28Q: 3 clusters Score -1686279 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1686318.625000 Penalty: 3097.306885
	Iteration 29Q: 3 clusters Score -1686319 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1686357.375000 Penalty: 3097.306885
	Iteration 30Q: 3 clusters Score -1686357 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1686413.125000 Penalty: 3097.306885
	Iteration 31Q: 3 clusters Score -1686413 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1686460.125000 Penalty: 3097.306885
	Iteration 32Q: 3 clusters Score -1686460 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1686509.125000 Penalty: 3097.306885
	Iteration 33Q: 3 clusters Score -1686509 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1686558.500000 Penalty: 3097.306885
	Iteration 34Q: 3 clusters Score -1686558 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1686601.000000 Penalty: 3097.306885
	Iteration 35Q: 3 clusters Score -1686601 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1686657.375000 Penalty: 3097.306885
	Iteration 36Q: 3 clusters Score -1686657 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1686711.125000 Penalty: 3097.306885
	Iteration 37Q: 3 clusters Score -1686711 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1686777.875000 Penalty: 3097.306885
	Iteration 38Q: 3 clusters Score -1686778 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1686858.750000 Penalty: 3097.306885
	Iteration 39Q: 3 clusters Score -1686859 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1686943.875000 Penalty: 3097.306885
	Iteration 40F: 3 clusters Score -1686944 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1687025.875000 Penalty: 3097.306885
	Iteration 41Q: 3 clusters Score -1687026 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1687090.250000 Penalty: 3097.306885
	Iteration 42Q: 3 clusters Score -1687090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1687163.000000 Penalty: 3097.306885
	Iteration 43Q: 3 clusters Score -1687163 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1687222.875000 Penalty: 3097.306885
	Iteration 44Q: 3 clusters Score -1687223 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1687298.375000 Penalty: 3097.306885
	Iteration 45Q: 3 clusters Score -1687298 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1687366.375000 Penalty: 3097.306885
	Iteration 46Q: 3 clusters Score -1687366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1687429.125000 Penalty: 3097.306885
	Iteration 47Q: 3 clusters Score -1687429 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1687491.750000 Penalty: 3097.306885
	Iteration 48Q: 3 clusters Score -1687492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1687552.125000 Penalty: 3097.306885
	Iteration 49Q: 3 clusters Score -1687552 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1687612.875000 Penalty: 3097.306885
	Iteration 50Q: 3 clusters Score -1687613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1687658.625000 Penalty: 3097.306885
	Iteration 51Q: 3 clusters Score -1687659 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1687691.625000 Penalty: 3097.306885
	Iteration 52Q: 3 clusters Score -1687692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1687729.750000 Penalty: 3097.306885
	Iteration 53Q: 3 clusters Score -1687730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1687761.625000 Penalty: 3097.306885
	Iteration 54Q: 3 clusters Score -1687762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1687773.875000 Penalty: 3097.306885
	Iteration 55Q: 3 clusters Score -1687774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1687793.500000 Penalty: 3097.306885
	Iteration 56Q: 3 clusters Score -1687794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1687809.625000 Penalty: 3097.306885
	Iteration 57Q: 3 clusters Score -1687810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1687818.375000 Penalty: 3097.306885
	Iteration 58Q: 3 clusters Score -1687818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1687828.500000 Penalty: 3097.306885
	Iteration 59Q: 3 clusters Score -1687828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1687837.750000 Penalty: 3097.306885
	Iteration 60F: 3 clusters Score -1687838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1687844.500000 Penalty: 3097.306885
	Iteration 61Q: 3 clusters Score -1687844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1687844.750000 Penalty: 3097.306885
	Iteration 62Q: 3 clusters Score -1687845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1687853.750000 Penalty: 3097.306885
	Iteration 63Q: 3 clusters Score -1687854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1687859.875000 Penalty: 3097.306885
	Iteration 64Q: 3 clusters Score -1687860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1687868.500000 Penalty: 3097.306885
	Iteration 65Q: 3 clusters Score -1687868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1687887.125000 Penalty: 3097.306885
	Iteration 66Q: 3 clusters Score -1687887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1687897.000000 Penalty: 3097.306885
	Iteration 67Q: 3 clusters Score -1687897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1687903.375000 Penalty: 3097.306885
	Iteration 68Q: 3 clusters Score -1687903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1687905.750000 Penalty: 3097.306885
	Iteration 69Q: 3 clusters Score -1687906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1687910.875000 Penalty: 3097.306885
	Iteration 70Q: 3 clusters Score -1687911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1687913.000000 Penalty: 3097.306885
	Iteration 71Q: 3 clusters Score -1687913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1687918.875000 Penalty: 3097.306885
	Iteration 72Q: 3 clusters Score -1687919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1687913.875000 Penalty: 3097.306885
	Iteration 73Q: 3 clusters Score -1687914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1687916.000000 Penalty: 3097.306885
	Iteration 74Q: 3 clusters Score -1687916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1687920.125000 Penalty: 3097.306885
	Iteration 75Q: 3 clusters Score -1687920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1687919.000000 Penalty: 3097.306885
	Iteration 76Q: 3 clusters Score -1687919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1687922.250000 Penalty: 3097.306885
	Iteration 77Q: 3 clusters Score -1687922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1687922.625000 Penalty: 3097.306885
	Iteration 78Q: 3 clusters Score -1687923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1687924.750000 Penalty: 3097.306885
	Iteration 79Q: 3 clusters Score -1687925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1687923.625000 Penalty: 3097.306885
	Iteration 80F: 3 clusters Score -1687924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1687921.875000 Penalty: 3097.306885
	Iteration 81Q: 3 clusters Score -1687922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1687921.875000 Penalty: 3097.306885
	Iteration 82Q: 3 clusters Score -1687922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1687919.875000 Penalty: 3097.306885
	Iteration 83Q: 3 clusters Score -1687920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1687922.250000 Penalty: 3097.306885
	Iteration 84Q: 3 clusters Score -1687922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1687922.250000 Penalty: 3097.306885
	Iteration 85F: 3 clusters Score -1687922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -273924.656250 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -273924.7 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 1151 members 
Entering Unmasked Estep 
Score: -271695.343750 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -271695.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -272173.281250 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -272173.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -272277.156250 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -272277.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -272342.812500 Penalty: 2512.449707
	Iteration 3Q: 3 clusters Score -272342.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -272397.218750 Penalty: 2512.449707
	Iteration 4Q: 3 clusters Score -272397.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -272441.562500 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -272441.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -272483.625000 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -272483.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -272518.937500 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -272518.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -272569.093750 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -272569.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -272622.625000 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -272622.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -272698.281250 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -272698.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -272754.031250 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -272754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -272814.406250 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -272814.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -272869.312500 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -272869.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -272908.093750 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -272908.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -272948.875000 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -272948.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -272996.750000 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -272996.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -273054.750000 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -273054.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273108.156250 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -273108.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -273148.406250 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -273148.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -273183.906250 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -273183.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -273202.687500 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -273202.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -273213.031250 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -273213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -273222.812500 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -273222.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -273232.531250 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -273232.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -273240.781250 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -273240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -273247.062500 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -273247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -273253.843750 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -273253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -273256.125000 Penalty: 2512.449707
	Iteration 28Q: 3 clusters Score -273256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -273256.875000 Penalty: 2512.449707
	Iteration 29Q: 3 clusters Score -273256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -273258.687500 Penalty: 2512.449707
	Iteration 30Q: 3 clusters Score -273258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -273260.937500 Penalty: 2512.449707
	Iteration 31Q: 3 clusters Score -273260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -273262.406250 Penalty: 2512.449707
	Iteration 32Q: 3 clusters Score -273262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -273262.656250 Penalty: 2512.449707
	Iteration 33Q: 3 clusters Score -273262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -273262.656250 Penalty: 2512.449707
	Iteration 34F: 3 clusters Score -273262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -74304.367188 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -74304.37 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 347 members 
Entering Unmasked Estep 
Score: -73064.500000 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -73064.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73359.187500 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -73359.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73582.757812 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -73582.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73789.203125 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -73789.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73943.773438 Penalty: 2130.028320
	Iteration 4F: 3 clusters Score -73943.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74190.195312 Penalty: 2130.028320
	Iteration 5F: 3 clusters Score -74190.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74559.000000 Penalty: 2130.028320
	Iteration 6F: 3 clusters Score -74559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74643.664062 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -74643.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74664.171875 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -74664.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74666.171875 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -74666.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74669.617188 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -74669.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74672.718750 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -74672.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74674.367188 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -74674.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74675.539062 Penalty: 2130.028320
	Iteration 13Q: 3 clusters Score -74675.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74675.539062 Penalty: 2130.028320
	Iteration 14F: 3 clusters Score -74675.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Mstep: Class 46 contains 277 members 
Entering Unmasked Estep 
Score: -141740272.000000 Penalty: 104358.609375
Splitting cluster 22 changes total score from -141741488.000000 to -141740272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (36395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Entering Unmasked Estep 
Score: -4451680.500000 Penalty: 1706.605347
	Iteration 0F: 2 clusters Score -4451680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4427382.000000 Penalty: 3413.210693
	Iteration 0F: 3 clusters Score -4427382 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4436657.500000 Penalty: 3413.210693
	Iteration 1F: 3 clusters Score -4436658 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4437015.000000 Penalty: 3413.210693
	Iteration 2Q: 3 clusters Score -4437015 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4437429.000000 Penalty: 3413.210693
	Iteration 3Q: 3 clusters Score -4437429 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4437844.000000 Penalty: 3413.210693
	Iteration 4Q: 3 clusters Score -4437844 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4438359.500000 Penalty: 3413.210693
	Iteration 5Q: 3 clusters Score -4438360 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4439072.500000 Penalty: 3413.210693
	Iteration 6Q: 3 clusters Score -4439072 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -4439985.500000 Penalty: 3413.210693
	Iteration 7F: 3 clusters Score -4439986 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4441291.000000 Penalty: 3413.210693
	Iteration 8F: 3 clusters Score -4441291 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -4442831.500000 Penalty: 3413.210693
	Iteration 9F: 3 clusters Score -4442832 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4444476.000000 Penalty: 3413.210693
	Iteration 10F: 3 clusters Score -4444476 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4446020.000000 Penalty: 3413.210693
	Iteration 11F: 3 clusters Score -4446020 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4447425.000000 Penalty: 3413.210693
	Iteration 12Q: 3 clusters Score -4447425 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4448591.000000 Penalty: 3413.210693
	Iteration 13Q: 3 clusters Score -4448591 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4449362.500000 Penalty: 3413.210693
	Iteration 14Q: 3 clusters Score -4449362 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4449786.000000 Penalty: 3413.210693
	Iteration 15Q: 3 clusters Score -4449786 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4450019.000000 Penalty: 3413.210693
	Iteration 16Q: 3 clusters Score -4450019 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4450129.000000 Penalty: 3413.210693
	Iteration 17Q: 3 clusters Score -4450129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4450199.000000 Penalty: 3413.210693
	Iteration 18Q: 3 clusters Score -4450199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4450242.500000 Penalty: 3413.210693
	Iteration 19Q: 3 clusters Score -4450242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4450253.500000 Penalty: 3413.210693
	Iteration 20F: 3 clusters Score -4450254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4450259.500000 Penalty: 3413.210693
	Iteration 21Q: 3 clusters Score -4450260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4450261.500000 Penalty: 3413.210693
	Iteration 22Q: 3 clusters Score -4450262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4450262.500000 Penalty: 3413.210693
	Iteration 23Q: 3 clusters Score -4450262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4450262.500000 Penalty: 3413.210693
	Iteration 24F: 3 clusters Score -4450262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -1406742.125000 Penalty: 1528.299438
	Iteration 0F: 2 clusters Score -1406742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1398202.875000 Penalty: 3056.598877
	Iteration 0F: 3 clusters Score -1398203 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1401371.500000 Penalty: 3056.598877
	Iteration 1F: 3 clusters Score -1401372 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1402012.125000 Penalty: 3056.598877
	Iteration 2F: 3 clusters Score -1402012 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1402754.500000 Penalty: 3056.598877
	Iteration 3F: 3 clusters Score -1402754 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1403438.000000 Penalty: 3056.598877
	Iteration 4F: 3 clusters Score -1403438 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1404026.750000 Penalty: 3056.598877
	Iteration 5F: 3 clusters Score -1404027 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1404430.500000 Penalty: 3056.598877
	Iteration 6F: 3 clusters Score -1404430 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1404712.375000 Penalty: 3056.598877
	Iteration 7Q: 3 clusters Score -1404712 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1404929.125000 Penalty: 3056.598877
	Iteration 8Q: 3 clusters Score -1404929 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1405088.000000 Penalty: 3056.598877
	Iteration 9Q: 3 clusters Score -1405088 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1405230.375000 Penalty: 3056.598877
	Iteration 10Q: 3 clusters Score -1405230 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1405370.250000 Penalty: 3056.598877
	Iteration 11Q: 3 clusters Score -1405370 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1405479.375000 Penalty: 3056.598877
	Iteration 12Q: 3 clusters Score -1405479 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1405552.125000 Penalty: 3056.598877
	Iteration 13Q: 3 clusters Score -1405552 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1405606.375000 Penalty: 3056.598877
	Iteration 14Q: 3 clusters Score -1405606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1405649.750000 Penalty: 3056.598877
	Iteration 15Q: 3 clusters Score -1405650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1405687.250000 Penalty: 3056.598877
	Iteration 16Q: 3 clusters Score -1405687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1405719.000000 Penalty: 3056.598877
	Iteration 17Q: 3 clusters Score -1405719 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1405754.500000 Penalty: 3056.598877
	Iteration 18Q: 3 clusters Score -1405754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1405773.125000 Penalty: 3056.598877
	Iteration 19Q: 3 clusters Score -1405773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1405783.750000 Penalty: 3056.598877
	Iteration 20F: 3 clusters Score -1405784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1405800.125000 Penalty: 3056.598877
	Iteration 21Q: 3 clusters Score -1405800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1405809.375000 Penalty: 3056.598877
	Iteration 22Q: 3 clusters Score -1405809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1405818.125000 Penalty: 3056.598877
	Iteration 23Q: 3 clusters Score -1405818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1405824.875000 Penalty: 3056.598877
	Iteration 24Q: 3 clusters Score -1405825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1405829.250000 Penalty: 3056.598877
	Iteration 25Q: 3 clusters Score -1405829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1405833.375000 Penalty: 3056.598877
	Iteration 26Q: 3 clusters Score -1405833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1405841.750000 Penalty: 3056.598877
	Iteration 27Q: 3 clusters Score -1405842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1405841.875000 Penalty: 3056.598877
	Iteration 28Q: 3 clusters Score -1405842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1405844.250000 Penalty: 3056.598877
	Iteration 29Q: 3 clusters Score -1405844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1405846.125000 Penalty: 3056.598877
	Iteration 30Q: 3 clusters Score -1405846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1405849.875000 Penalty: 3056.598877
	Iteration 31Q: 3 clusters Score -1405850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1405847.875000 Penalty: 3056.598877
	Iteration 32Q: 3 clusters Score -1405848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1405847.250000 Penalty: 3056.598877
	Iteration 33Q: 3 clusters Score -1405847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1405848.000000 Penalty: 3056.598877
	Iteration 34Q: 3 clusters Score -1405848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1405847.500000 Penalty: 3056.598877
	Iteration 35Q: 3 clusters Score -1405848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1405849.125000 Penalty: 3056.598877
	Iteration 36Q: 3 clusters Score -1405849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1405849.250000 Penalty: 3056.598877
	Iteration 37Q: 3 clusters Score -1405849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1405849.250000 Penalty: 3056.598877
	Iteration 38F: 3 clusters Score -1405849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Entering Unmasked Estep 
Score: -1035597.500000 Penalty: 1466.870972
	Iteration 0F: 2 clusters Score -1035598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1029446.687500 Penalty: 2933.741943
	Iteration 0F: 3 clusters Score -1029447 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1031405.937500 Penalty: 2933.741943
	Iteration 1F: 3 clusters Score -1031406 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1031611.187500 Penalty: 2933.741943
	Iteration 2F: 3 clusters Score -1031611 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1031769.812500 Penalty: 2933.741943
	Iteration 3Q: 3 clusters Score -1031770 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1031924.812500 Penalty: 2933.741943
	Iteration 4Q: 3 clusters Score -1031925 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1032087.937500 Penalty: 2933.741943
	Iteration 5Q: 3 clusters Score -1032088 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1032253.687500 Penalty: 2933.741943
	Iteration 6Q: 3 clusters Score -1032254 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1032444.687500 Penalty: 2933.741943
	Iteration 7Q: 3 clusters Score -1032445 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1032627.937500 Penalty: 2933.741943
	Iteration 8Q: 3 clusters Score -1032628 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1032836.812500 Penalty: 2933.741943
	Iteration 9Q: 3 clusters Score -1032837 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1033077.500000 Penalty: 2933.741943
	Iteration 10Q: 3 clusters Score -1033078 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1033316.250000 Penalty: 2933.741943
	Iteration 11Q: 3 clusters Score -1033316 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1033521.625000 Penalty: 2933.741943
	Iteration 12Q: 3 clusters Score -1033522 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1033701.687500 Penalty: 2933.741943
	Iteration 13Q: 3 clusters Score -1033702 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1033819.375000 Penalty: 2933.741943
	Iteration 14Q: 3 clusters Score -1033819 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1033901.000000 Penalty: 2933.741943
	Iteration 15Q: 3 clusters Score -1033901 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1033961.687500 Penalty: 2933.741943
	Iteration 16Q: 3 clusters Score -1033962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1034015.125000 Penalty: 2933.741943
	Iteration 17Q: 3 clusters Score -1034015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1034061.937500 Penalty: 2933.741943
	Iteration 18Q: 3 clusters Score -1034062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1034103.625000 Penalty: 2933.741943
	Iteration 19Q: 3 clusters Score -1034104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1034138.312500 Penalty: 2933.741943
	Iteration 20F: 3 clusters Score -1034138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1034165.375000 Penalty: 2933.741943
	Iteration 21Q: 3 clusters Score -1034165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1034197.625000 Penalty: 2933.741943
	Iteration 22Q: 3 clusters Score -1034198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1034228.000000 Penalty: 2933.741943
	Iteration 23Q: 3 clusters Score -1034228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1034253.562500 Penalty: 2933.741943
	Iteration 24Q: 3 clusters Score -1034254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1034270.750000 Penalty: 2933.741943
	Iteration 25Q: 3 clusters Score -1034271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1034287.187500 Penalty: 2933.741943
	Iteration 26Q: 3 clusters Score -1034287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1034303.687500 Penalty: 2933.741943
	Iteration 27Q: 3 clusters Score -1034304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1034318.125000 Penalty: 2933.741943
	Iteration 28Q: 3 clusters Score -1034318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1034327.000000 Penalty: 2933.741943
	Iteration 29Q: 3 clusters Score -1034327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1034335.125000 Penalty: 2933.741943
	Iteration 30Q: 3 clusters Score -1034335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1034346.000000 Penalty: 2933.741943
	Iteration 31Q: 3 clusters Score -1034346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1034351.187500 Penalty: 2933.741943
	Iteration 32Q: 3 clusters Score -1034351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1034358.437500 Penalty: 2933.741943
	Iteration 33Q: 3 clusters Score -1034358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1034364.000000 Penalty: 2933.741943
	Iteration 34Q: 3 clusters Score -1034364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1034368.875000 Penalty: 2933.741943
	Iteration 35Q: 3 clusters Score -1034369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1034373.750000 Penalty: 2933.741943
	Iteration 36Q: 3 clusters Score -1034374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1034377.437500 Penalty: 2933.741943
	Iteration 37Q: 3 clusters Score -1034377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1034380.187500 Penalty: 2933.741943
	Iteration 38Q: 3 clusters Score -1034380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1034385.812500 Penalty: 2933.741943
	Iteration 39Q: 3 clusters Score -1034386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1034389.687500 Penalty: 2933.741943
	Iteration 40F: 3 clusters Score -1034390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1034393.937500 Penalty: 2933.741943
	Iteration 41Q: 3 clusters Score -1034394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1034395.750000 Penalty: 2933.741943
	Iteration 42Q: 3 clusters Score -1034396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1034399.750000 Penalty: 2933.741943
	Iteration 43Q: 3 clusters Score -1034400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1034399.125000 Penalty: 2933.741943
	Iteration 44Q: 3 clusters Score -1034399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1034402.375000 Penalty: 2933.741943
	Iteration 45Q: 3 clusters Score -1034402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1034401.562500 Penalty: 2933.741943
	Iteration 46Q: 3 clusters Score -1034402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1034403.187500 Penalty: 2933.741943
	Iteration 47Q: 3 clusters Score -1034403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1034403.187500 Penalty: 2933.741943
	Iteration 48F: 3 clusters Score -1034403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Entering Unmasked Estep 
Score: -2195397.000000 Penalty: 1586.826660
	Iteration 0F: 2 clusters Score -2195397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2183457.500000 Penalty: 3173.653320
	Iteration 0F: 3 clusters Score -2183458 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2187684.250000 Penalty: 3173.653320
	Iteration 1F: 3 clusters Score -2187684 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2188121.000000 Penalty: 3173.653320
	Iteration 2F: 3 clusters Score -2188121 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2188560.500000 Penalty: 3173.653320
	Iteration 3F: 3 clusters Score -2188560 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2189055.500000 Penalty: 3173.653320
	Iteration 4F: 3 clusters Score -2189056 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2189781.500000 Penalty: 3173.653320
	Iteration 5F: 3 clusters Score -2189782 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2190751.500000 Penalty: 3173.653320
	Iteration 6F: 3 clusters Score -2190752 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2191842.500000 Penalty: 3173.653320
	Iteration 7F: 3 clusters Score -2191842 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2192798.000000 Penalty: 3173.653320
	Iteration 8F: 3 clusters Score -2192798 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2193397.250000 Penalty: 3173.653320
	Iteration 9Q: 3 clusters Score -2193397 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2193702.500000 Penalty: 3173.653320
	Iteration 10Q: 3 clusters Score -2193702 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2193839.750000 Penalty: 3173.653320
	Iteration 11Q: 3 clusters Score -2193840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2193900.750000 Penalty: 3173.653320
	Iteration 12Q: 3 clusters Score -2193901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2193940.250000 Penalty: 3173.653320
	Iteration 13Q: 3 clusters Score -2193940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2193959.250000 Penalty: 3173.653320
	Iteration 14Q: 3 clusters Score -2193959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2193978.750000 Penalty: 3173.653320
	Iteration 15Q: 3 clusters Score -2193979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2193992.000000 Penalty: 3173.653320
	Iteration 16Q: 3 clusters Score -2193992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2194000.750000 Penalty: 3173.653320
	Iteration 17Q: 3 clusters Score -2194001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2194004.500000 Penalty: 3173.653320
	Iteration 18Q: 3 clusters Score -2194004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2194010.750000 Penalty: 3173.653320
	Iteration 19Q: 3 clusters Score -2194011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2194011.000000 Penalty: 3173.653320
	Iteration 20F: 3 clusters Score -2194011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2194011.250000 Penalty: 3173.653320
	Iteration 21Q: 3 clusters Score -2194011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2194014.250000 Penalty: 3173.653320
	Iteration 22Q: 3 clusters Score -2194014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2194018.750000 Penalty: 3173.653320
	Iteration 23Q: 3 clusters Score -2194019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2194023.250000 Penalty: 3173.653320
	Iteration 24Q: 3 clusters Score -2194023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2194027.000000 Penalty: 3173.653320
	Iteration 25Q: 3 clusters Score -2194027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2194027.000000 Penalty: 3173.653320
	Iteration 26F: 3 clusters Score -2194027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -208037.703125 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -208037.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206071.453125 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -206071.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -206696.562500 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -206696.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206935.421875 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -206935.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -207112.000000 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -207112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -207341.828125 Penalty: 2451.563965
	Iteration 4F: 3 clusters Score -207341.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -207604.828125 Penalty: 2451.563965
	Iteration 5F: 3 clusters Score -207604.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -207784.609375 Penalty: 2451.563965
	Iteration 6F: 3 clusters Score -207784.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -207867.609375 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -207867.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -207920.968750 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -207921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -207959.812500 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -207959.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -207981.296875 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -207981.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208002.062500 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -208002.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -208033.421875 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -208033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -208065.234375 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -208065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -208080.406250 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -208080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -208087.609375 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -208087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -208095.515625 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -208095.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -208099.781250 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -208099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -208105.062500 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -208105.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -208110.875000 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -208110.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208117.906250 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -208117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208122.328125 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -208122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -208125.796875 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -208125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208128.562500 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -208128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -208131.671875 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -208131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208136.328125 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -208136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208150.265625 Penalty: 2451.563965
	Iteration 26Q: 3 clusters Score -208150.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -208156.687500 Penalty: 2451.563965
	Iteration 27Q: 3 clusters Score -208156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208161.656250 Penalty: 2451.563965
	Iteration 28Q: 3 clusters Score -208161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -208169.859375 Penalty: 2451.563965
	Iteration 29Q: 3 clusters Score -208169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -208174.515625 Penalty: 2451.563965
	Iteration 30Q: 3 clusters Score -208174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208175.750000 Penalty: 2451.563965
	Iteration 31Q: 3 clusters Score -208175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -208176.203125 Penalty: 2451.563965
	Iteration 32Q: 3 clusters Score -208176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -208179.859375 Penalty: 2451.563965
	Iteration 33Q: 3 clusters Score -208179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -208180.125000 Penalty: 2451.563965
	Iteration 34Q: 3 clusters Score -208180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -208180.593750 Penalty: 2451.563965
	Iteration 35Q: 3 clusters Score -208180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -208180.812500 Penalty: 2451.563965
	Iteration 36Q: 3 clusters Score -208180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -208180.812500 Penalty: 2451.563965
	Iteration 37F: 3 clusters Score -208180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 883 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Mstep: Class 46 contains 1005 members 
Entering Unmasked Estep 
Score: -141740304.000000 Penalty: 104358.609375
Splitting cluster 27 changes total score from -141741488.000000 to -141740304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -280572.156250 Penalty: 1259.124756
	Iteration 0F: 2 clusters Score -280572.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -278311.562500 Penalty: 2518.249512
	Iteration 0F: 3 clusters Score -278311.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -278855.406250 Penalty: 2518.249512
	Iteration 1F: 3 clusters Score -278855.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279037.187500 Penalty: 2518.249512
	Iteration 2F: 3 clusters Score -279037.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279214.593750 Penalty: 2518.249512
	Iteration 3F: 3 clusters Score -279214.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279418.812500 Penalty: 2518.249512
	Iteration 4F: 3 clusters Score -279418.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -279632.812500 Penalty: 2518.249512
	Iteration 5F: 3 clusters Score -279632.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279934.187500 Penalty: 2518.249512
	Iteration 6F: 3 clusters Score -279934.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -280188.562500 Penalty: 2518.249512
	Iteration 7F: 3 clusters Score -280188.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -280337.343750 Penalty: 2518.249512
	Iteration 8Q: 3 clusters Score -280337.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -280427.500000 Penalty: 2518.249512
	Iteration 9Q: 3 clusters Score -280427.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -280481.281250 Penalty: 2518.249512
	Iteration 10Q: 3 clusters Score -280481.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -280500.968750 Penalty: 2518.249512
	Iteration 11Q: 3 clusters Score -280501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -280510.875000 Penalty: 2518.249512
	Iteration 12Q: 3 clusters Score -280510.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -280517.000000 Penalty: 2518.249512
	Iteration 13Q: 3 clusters Score -280517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -280523.531250 Penalty: 2518.249512
	Iteration 14Q: 3 clusters Score -280523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -280526.937500 Penalty: 2518.249512
	Iteration 15Q: 3 clusters Score -280526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -280528.718750 Penalty: 2518.249512
	Iteration 16Q: 3 clusters Score -280528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -280528.781250 Penalty: 2518.249512
	Iteration 17Q: 3 clusters Score -280528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -280529.781250 Penalty: 2518.249512
	Iteration 18Q: 3 clusters Score -280529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -280529.781250 Penalty: 2518.249512
	Iteration 19F: 3 clusters Score -280529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12411.285156 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12411.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12581.524414 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12581.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12648.209961 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12648.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12710.632812 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12710.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12742.895508 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12749.459961 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -12749.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12752.287109 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -12752.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12758.357422 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -12758.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12758.357422 Penalty: 1791.864380
	Iteration 8F: 3 clusters Score -12758.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -57860.082031 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -57860.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56778.433594 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -56778.43 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57250.570312 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -57250.57 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57571.218750 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -57571.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -57736.644531 Penalty: 2089.134277
	Iteration 3F: 3 clusters Score -57736.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -57837.750000 Penalty: 2089.134277
	Iteration 4Q: 3 clusters Score -57837.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -57872.316406 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -57872.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -57885.839844 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -57885.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -57887.929688 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -57887.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -57887.929688 Penalty: 2089.134277
	Iteration 8F: 3 clusters Score -57887.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 195 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Mstep: Class 46 contains 424 members 
Entering Unmasked Estep 
Score: -141739936.000000 Penalty: 104358.609375
Splitting cluster 30 changes total score from -141741488.000000 to -141739936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (84348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Entering Unmasked Estep 
Score: -10663330.000000 Penalty: 1843.189819
	Iteration 0F: 2 clusters Score -1.066333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -10607168.000000 Penalty: 3686.379639
	Iteration 0F: 3 clusters Score -1.060717e+07 nChanged 40021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -10630753.000000 Penalty: 3686.379639
	Iteration 1F: 3 clusters Score -1.063075e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -10631587.000000 Penalty: 3686.379639
	Iteration 2Q: 3 clusters Score -1.063159e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -10632691.000000 Penalty: 3686.379639
	Iteration 3Q: 3 clusters Score -1.063269e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -10634239.000000 Penalty: 3686.379639
	Iteration 4Q: 3 clusters Score -1.063424e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -10636328.000000 Penalty: 3686.379639
	Iteration 5F: 3 clusters Score -1.063633e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -10639248.000000 Penalty: 3686.379639
	Iteration 6F: 3 clusters Score -1.063925e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -10643225.000000 Penalty: 3686.379639
	Iteration 7F: 3 clusters Score -1.064322e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -10647702.000000 Penalty: 3686.379639
	Iteration 8F: 3 clusters Score -1.06477e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -10651821.000000 Penalty: 3686.379639
	Iteration 9F: 3 clusters Score -1.065182e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -10654979.000000 Penalty: 3686.379639
	Iteration 10Q: 3 clusters Score -1.065498e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -10657076.000000 Penalty: 3686.379639
	Iteration 11Q: 3 clusters Score -1.065708e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -10658387.000000 Penalty: 3686.379639
	Iteration 12Q: 3 clusters Score -1.065839e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -10659323.000000 Penalty: 3686.379639
	Iteration 13Q: 3 clusters Score -1.065932e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -10659914.000000 Penalty: 3686.379639
	Iteration 14Q: 3 clusters Score -1.065991e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -10660443.000000 Penalty: 3686.379639
	Iteration 15Q: 3 clusters Score -1.066044e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10660794.000000 Penalty: 3686.379639
	Iteration 16Q: 3 clusters Score -1.066079e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -10661161.000000 Penalty: 3686.379639
	Iteration 17Q: 3 clusters Score -1.066116e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10661357.000000 Penalty: 3686.379639
	Iteration 18Q: 3 clusters Score -1.066136e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10661542.000000 Penalty: 3686.379639
	Iteration 19Q: 3 clusters Score -1.066154e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10661629.000000 Penalty: 3686.379639
	Iteration 20F: 3 clusters Score -1.066163e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10661701.000000 Penalty: 3686.379639
	Iteration 21Q: 3 clusters Score -1.06617e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10661752.000000 Penalty: 3686.379639
	Iteration 22Q: 3 clusters Score -1.066175e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10661807.000000 Penalty: 3686.379639
	Iteration 23Q: 3 clusters Score -1.066181e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10661814.000000 Penalty: 3686.379639
	Iteration 24Q: 3 clusters Score -1.066181e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10661832.000000 Penalty: 3686.379639
	Iteration 25Q: 3 clusters Score -1.066183e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10661845.000000 Penalty: 3686.379639
	Iteration 26Q: 3 clusters Score -1.066184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10661845.000000 Penalty: 3686.379639
	Iteration 27Q: 3 clusters Score -1.066184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10661868.000000 Penalty: 3686.379639
	Iteration 28Q: 3 clusters Score -1.066187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10661868.000000 Penalty: 3686.379639
	Iteration 29Q: 3 clusters Score -1.066187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10661866.000000 Penalty: 3686.379639
	Iteration 30Q: 3 clusters Score -1.066187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10661870.000000 Penalty: 3686.379639
	Iteration 31Q: 3 clusters Score -1.066187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10661874.000000 Penalty: 3686.379639
	Iteration 32Q: 3 clusters Score -1.066187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10661883.000000 Penalty: 3686.379639
	Iteration 33Q: 3 clusters Score -1.066188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10661879.000000 Penalty: 3686.379639
	Iteration 34Q: 3 clusters Score -1.066188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10661889.000000 Penalty: 3686.379639
	Iteration 35Q: 3 clusters Score -1.066189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10661885.000000 Penalty: 3686.379639
	Iteration 36Q: 3 clusters Score -1.066188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10661886.000000 Penalty: 3686.379639
	Iteration 37Q: 3 clusters Score -1.066189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10661881.000000 Penalty: 3686.379639
	Iteration 38Q: 3 clusters Score -1.066188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10661882.000000 Penalty: 3686.379639
	Iteration 39Q: 3 clusters Score -1.066188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10661887.000000 Penalty: 3686.379639
	Iteration 40F: 3 clusters Score -1.066189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10661887.000000 Penalty: 3686.379639
	Iteration 41Q: 3 clusters Score -1.066189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10661886.000000 Penalty: 3686.379639
	Iteration 42Q: 3 clusters Score -1.066189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10661886.000000 Penalty: 3686.379639
	Iteration 43F: 3 clusters Score -1.066189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 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 224 members 
Entering Unmasked Estep 
Score: -35016.898438 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35016.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35388.449219 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35388.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35682.746094 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -35682.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36009.437500 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -36009.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36247.351562 Penalty: 1991.941284
	Iteration 4F: 3 clusters Score -36247.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36391.894531 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -36391.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36527.804688 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36631.656250 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -36631.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36695.781250 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -36695.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36738.539062 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -36738.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36782.097656 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -36782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36795.804688 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -36795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36797.351562 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -36797.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36797.351562 Penalty: 1991.941284
	Iteration 13F: 3 clusters Score -36797.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Mstep: Class 46 contains 235 members 
Entering Unmasked Estep 
Score: -141740768.000000 Penalty: 104358.609375
Splitting cluster 32 changes total score from -141741488.000000 to -141740768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (32690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Entering Unmasked Estep 
Score: -4148275.000000 Penalty: 1689.158936
	Iteration 0F: 2 clusters Score -4148275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4126222.500000 Penalty: 3378.317871
	Iteration 0F: 3 clusters Score -4126222 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4134844.500000 Penalty: 3378.317871
	Iteration 1F: 3 clusters Score -4134844 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -4135366.500000 Penalty: 3378.317871
	Iteration 2Q: 3 clusters Score -4135366 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4135834.000000 Penalty: 3378.317871
	Iteration 3Q: 3 clusters Score -4135834 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -4136235.250000 Penalty: 3378.317871
	Iteration 4Q: 3 clusters Score -4136235 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4136669.500000 Penalty: 3378.317871
	Iteration 5Q: 3 clusters Score -4136670 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4137092.750000 Penalty: 3378.317871
	Iteration 6Q: 3 clusters Score -4137093 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -4137474.750000 Penalty: 3378.317871
	Iteration 7Q: 3 clusters Score -4137475 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4137941.000000 Penalty: 3378.317871
	Iteration 8Q: 3 clusters Score -4137941 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4138556.750000 Penalty: 3378.317871
	Iteration 9Q: 3 clusters Score -4138557 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4139285.250000 Penalty: 3378.317871
	Iteration 10Q: 3 clusters Score -4139285 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -4140225.500000 Penalty: 3378.317871
	Iteration 11Q: 3 clusters Score -4140226 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4141202.000000 Penalty: 3378.317871
	Iteration 12Q: 3 clusters Score -4141202 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4141820.500000 Penalty: 3378.317871
	Iteration 13Q: 3 clusters Score -4141820 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -4142151.250000 Penalty: 3378.317871
	Iteration 14Q: 3 clusters Score -4142151 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4142341.500000 Penalty: 3378.317871
	Iteration 15Q: 3 clusters Score -4142342 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4142445.500000 Penalty: 3378.317871
	Iteration 16Q: 3 clusters Score -4142446 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4142527.500000 Penalty: 3378.317871
	Iteration 17Q: 3 clusters Score -4142528 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4142598.750000 Penalty: 3378.317871
	Iteration 18Q: 3 clusters Score -4142599 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4142653.750000 Penalty: 3378.317871
	Iteration 19Q: 3 clusters Score -4142654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4142726.000000 Penalty: 3378.317871
	Iteration 20F: 3 clusters Score -4142726 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4142803.500000 Penalty: 3378.317871
	Iteration 21Q: 3 clusters Score -4142804 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4142850.500000 Penalty: 3378.317871
	Iteration 22Q: 3 clusters Score -4142850 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4142873.250000 Penalty: 3378.317871
	Iteration 23Q: 3 clusters Score -4142873 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4142899.250000 Penalty: 3378.317871
	Iteration 24Q: 3 clusters Score -4142899 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4142938.500000 Penalty: 3378.317871
	Iteration 25Q: 3 clusters Score -4142938 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4142966.750000 Penalty: 3378.317871
	Iteration 26Q: 3 clusters Score -4142967 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4142992.000000 Penalty: 3378.317871
	Iteration 27Q: 3 clusters Score -4142992 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4143024.250000 Penalty: 3378.317871
	Iteration 28Q: 3 clusters Score -4143024 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4143052.500000 Penalty: 3378.317871
	Iteration 29Q: 3 clusters Score -4143052 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4143082.500000 Penalty: 3378.317871
	Iteration 30Q: 3 clusters Score -4143082 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4143113.000000 Penalty: 3378.317871
	Iteration 31Q: 3 clusters Score -4143113 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4143146.250000 Penalty: 3378.317871
	Iteration 32Q: 3 clusters Score -4143146 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4143169.000000 Penalty: 3378.317871
	Iteration 33Q: 3 clusters Score -4143169 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4143204.000000 Penalty: 3378.317871
	Iteration 34Q: 3 clusters Score -4143204 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4143253.250000 Penalty: 3378.317871
	Iteration 35Q: 3 clusters Score -4143253 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4143262.500000 Penalty: 3378.317871
	Iteration 36Q: 3 clusters Score -4143262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4143279.750000 Penalty: 3378.317871
	Iteration 37Q: 3 clusters Score -4143280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4143306.250000 Penalty: 3378.317871
	Iteration 38Q: 3 clusters Score -4143306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4143326.500000 Penalty: 3378.317871
	Iteration 39Q: 3 clusters Score -4143326 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4143345.500000 Penalty: 3378.317871
	Iteration 40F: 3 clusters Score -4143346 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4143376.750000 Penalty: 3378.317871
	Iteration 41Q: 3 clusters Score -4143377 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -4143371.750000 Penalty: 3378.317871
	Iteration 42Q: 3 clusters Score -4143372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4143390.500000 Penalty: 3378.317871
	Iteration 43Q: 3 clusters Score -4143390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4143402.500000 Penalty: 3378.317871
	Iteration 44Q: 3 clusters Score -4143402 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4143409.500000 Penalty: 3378.317871
	Iteration 45Q: 3 clusters Score -4143410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4143435.500000 Penalty: 3378.317871
	Iteration 46Q: 3 clusters Score -4143436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4143440.500000 Penalty: 3378.317871
	Iteration 47Q: 3 clusters Score -4143440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4143448.750000 Penalty: 3378.317871
	Iteration 48Q: 3 clusters Score -4143449 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4143457.250000 Penalty: 3378.317871
	Iteration 49Q: 3 clusters Score -4143457 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4143467.500000 Penalty: 3378.317871
	Iteration 50Q: 3 clusters Score -4143468 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4143484.500000 Penalty: 3378.317871
	Iteration 51Q: 3 clusters Score -4143484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -4143508.250000 Penalty: 3378.317871
	Iteration 52Q: 3 clusters Score -4143508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4143520.000000 Penalty: 3378.317871
	Iteration 53Q: 3 clusters Score -4143520 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4143536.250000 Penalty: 3378.317871
	Iteration 54Q: 3 clusters Score -4143536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4143557.750000 Penalty: 3378.317871
	Iteration 55Q: 3 clusters Score -4143558 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4143568.250000 Penalty: 3378.317871
	Iteration 56Q: 3 clusters Score -4143568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -4143577.750000 Penalty: 3378.317871
	Iteration 57Q: 3 clusters Score -4143578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4143603.250000 Penalty: 3378.317871
	Iteration 58Q: 3 clusters Score -4143603 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4143619.250000 Penalty: 3378.317871
	Iteration 59Q: 3 clusters Score -4143619 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4143629.000000 Penalty: 3378.317871
	Iteration 60F: 3 clusters Score -4143629 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4143666.000000 Penalty: 3378.317871
	Iteration 61Q: 3 clusters Score -4143666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4143676.250000 Penalty: 3378.317871
	Iteration 62Q: 3 clusters Score -4143676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -4143696.500000 Penalty: 3378.317871
	Iteration 63Q: 3 clusters Score -4143696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -4143737.250000 Penalty: 3378.317871
	Iteration 64Q: 3 clusters Score -4143737 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4143745.250000 Penalty: 3378.317871
	Iteration 65Q: 3 clusters Score -4143745 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4143781.750000 Penalty: 3378.317871
	Iteration 66Q: 3 clusters Score -4143782 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4143818.250000 Penalty: 3378.317871
	Iteration 67Q: 3 clusters Score -4143818 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4143833.250000 Penalty: 3378.317871
	Iteration 68Q: 3 clusters Score -4143833 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -4143866.750000 Penalty: 3378.317871
	Iteration 69Q: 3 clusters Score -4143867 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4143907.750000 Penalty: 3378.317871
	Iteration 70Q: 3 clusters Score -4143908 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4143971.000000 Penalty: 3378.317871
	Iteration 71Q: 3 clusters Score -4143971 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4144037.250000 Penalty: 3378.317871
	Iteration 72Q: 3 clusters Score -4144037 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4144073.750000 Penalty: 3378.317871
	Iteration 73Q: 3 clusters Score -4144074 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4144137.000000 Penalty: 3378.317871
	Iteration 74Q: 3 clusters Score -4144137 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4144172.000000 Penalty: 3378.317871
	Iteration 75Q: 3 clusters Score -4144172 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4144232.500000 Penalty: 3378.317871
	Iteration 76Q: 3 clusters Score -4144232 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -4144326.000000 Penalty: 3378.317871
	Iteration 77Q: 3 clusters Score -4144326 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4144440.500000 Penalty: 3378.317871
	Iteration 78Q: 3 clusters Score -4144440 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4144520.250000 Penalty: 3378.317871
	Iteration 79Q: 3 clusters Score -4144520 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -4144632.250000 Penalty: 3378.317871
	Iteration 80F: 3 clusters Score -4144632 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4144722.750000 Penalty: 3378.317871
	Iteration 81Q: 3 clusters Score -4144723 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4144820.000000 Penalty: 3378.317871
	Iteration 82Q: 3 clusters Score -4144820 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4144916.500000 Penalty: 3378.317871
	Iteration 83Q: 3 clusters Score -4144916 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4145013.000000 Penalty: 3378.317871
	Iteration 84Q: 3 clusters Score -4145013 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4145123.000000 Penalty: 3378.317871
	Iteration 85Q: 3 clusters Score -4145123 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4145224.500000 Penalty: 3378.317871
	Iteration 86Q: 3 clusters Score -4145224 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4145352.750000 Penalty: 3378.317871
	Iteration 87Q: 3 clusters Score -4145353 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4145471.500000 Penalty: 3378.317871
	Iteration 88Q: 3 clusters Score -4145472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4145579.750000 Penalty: 3378.317871
	Iteration 89Q: 3 clusters Score -4145580 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4145711.500000 Penalty: 3378.317871
	Iteration 90Q: 3 clusters Score -4145712 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4145817.250000 Penalty: 3378.317871
	Iteration 91Q: 3 clusters Score -4145817 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4145914.500000 Penalty: 3378.317871
	Iteration 92Q: 3 clusters Score -4145914 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4146002.250000 Penalty: 3378.317871
	Iteration 93Q: 3 clusters Score -4146002 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4146089.750000 Penalty: 3378.317871
	Iteration 94Q: 3 clusters Score -4146090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4146166.750000 Penalty: 3378.317871
	Iteration 95Q: 3 clusters Score -4146167 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4146193.250000 Penalty: 3378.317871
	Iteration 96Q: 3 clusters Score -4146193 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4146249.250000 Penalty: 3378.317871
	Iteration 97Q: 3 clusters Score -4146249 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4146305.000000 Penalty: 3378.317871
	Iteration 98Q: 3 clusters Score -4146305 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4146364.250000 Penalty: 3378.317871
	Iteration 99Q: 3 clusters Score -4146364 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4146428.500000 Penalty: 3378.317871
	Iteration 100F: 3 clusters Score -4146428 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4146484.000000 Penalty: 3378.317871
	Iteration 101Q: 3 clusters Score -4146484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4146531.000000 Penalty: 3378.317871
	Iteration 102Q: 3 clusters Score -4146531 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4146556.500000 Penalty: 3378.317871
	Iteration 103Q: 3 clusters Score -4146556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4146609.250000 Penalty: 3378.317871
	Iteration 104Q: 3 clusters Score -4146609 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4146657.750000 Penalty: 3378.317871
	Iteration 105Q: 3 clusters Score -4146658 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4146717.250000 Penalty: 3378.317871
	Iteration 106Q: 3 clusters Score -4146717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4146756.250000 Penalty: 3378.317871
	Iteration 107Q: 3 clusters Score -4146756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4146778.000000 Penalty: 3378.317871
	Iteration 108Q: 3 clusters Score -4146778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4146794.250000 Penalty: 3378.317871
	Iteration 109Q: 3 clusters Score -4146794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4146827.750000 Penalty: 3378.317871
	Iteration 110Q: 3 clusters Score -4146828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4146842.000000 Penalty: 3378.317871
	Iteration 111Q: 3 clusters Score -4146842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4146852.500000 Penalty: 3378.317871
	Iteration 112Q: 3 clusters Score -4146852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4146866.500000 Penalty: 3378.317871
	Iteration 113Q: 3 clusters Score -4146866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4146875.250000 Penalty: 3378.317871
	Iteration 114Q: 3 clusters Score -4146875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4146884.750000 Penalty: 3378.317871
	Iteration 115Q: 3 clusters Score -4146885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4146892.750000 Penalty: 3378.317871
	Iteration 116Q: 3 clusters Score -4146893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4146905.000000 Penalty: 3378.317871
	Iteration 117Q: 3 clusters Score -4146905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4146911.750000 Penalty: 3378.317871
	Iteration 118Q: 3 clusters Score -4146912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4146916.750000 Penalty: 3378.317871
	Iteration 119Q: 3 clusters Score -4146917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4146923.250000 Penalty: 3378.317871
	Iteration 120F: 3 clusters Score -4146923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4146927.000000 Penalty: 3378.317871
	Iteration 121Q: 3 clusters Score -4146927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4146939.250000 Penalty: 3378.317871
	Iteration 122Q: 3 clusters Score -4146939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4146938.000000 Penalty: 3378.317871
	Iteration 123Q: 3 clusters Score -4146938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4146939.000000 Penalty: 3378.317871
	Iteration 124Q: 3 clusters Score -4146939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4146948.500000 Penalty: 3378.317871
	Iteration 125Q: 3 clusters Score -4146948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4146952.500000 Penalty: 3378.317871
	Iteration 126Q: 3 clusters Score -4146952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4146947.500000 Penalty: 3378.317871
	Iteration 127Q: 3 clusters Score -4146948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4146951.500000 Penalty: 3378.317871
	Iteration 128Q: 3 clusters Score -4146952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4146951.500000 Penalty: 3378.317871
	Iteration 129F: 3 clusters Score -4146952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -1146174.000000 Penalty: 1477.487793
	Iteration 0F: 2 clusters Score -1146174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1139723.250000 Penalty: 2954.975586
	Iteration 0F: 3 clusters Score -1139723 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1141631.750000 Penalty: 2954.975586
	Iteration 1F: 3 clusters Score -1141632 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1141857.625000 Penalty: 2954.975586
	Iteration 2F: 3 clusters Score -1141858 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1142013.750000 Penalty: 2954.975586
	Iteration 3Q: 3 clusters Score -1142014 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1142131.000000 Penalty: 2954.975586
	Iteration 4Q: 3 clusters Score -1142131 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1142239.625000 Penalty: 2954.975586
	Iteration 5Q: 3 clusters Score -1142240 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1142354.500000 Penalty: 2954.975586
	Iteration 6Q: 3 clusters Score -1142354 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1142475.500000 Penalty: 2954.975586
	Iteration 7Q: 3 clusters Score -1142476 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1142624.500000 Penalty: 2954.975586
	Iteration 8Q: 3 clusters Score -1142624 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1142832.375000 Penalty: 2954.975586
	Iteration 9Q: 3 clusters Score -1142832 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1143105.375000 Penalty: 2954.975586
	Iteration 10Q: 3 clusters Score -1143105 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1143399.500000 Penalty: 2954.975586
	Iteration 11Q: 3 clusters Score -1143400 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1143724.750000 Penalty: 2954.975586
	Iteration 12Q: 3 clusters Score -1143725 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1144053.125000 Penalty: 2954.975586
	Iteration 13Q: 3 clusters Score -1144053 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1144311.375000 Penalty: 2954.975586
	Iteration 14Q: 3 clusters Score -1144311 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1144499.250000 Penalty: 2954.975586
	Iteration 15Q: 3 clusters Score -1144499 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1144638.125000 Penalty: 2954.975586
	Iteration 16Q: 3 clusters Score -1144638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1144719.625000 Penalty: 2954.975586
	Iteration 17Q: 3 clusters Score -1144720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1144779.875000 Penalty: 2954.975586
	Iteration 18Q: 3 clusters Score -1144780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1144819.500000 Penalty: 2954.975586
	Iteration 19Q: 3 clusters Score -1144820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1144845.000000 Penalty: 2954.975586
	Iteration 20F: 3 clusters Score -1144845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1144855.375000 Penalty: 2954.975586
	Iteration 21Q: 3 clusters Score -1144855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1144864.500000 Penalty: 2954.975586
	Iteration 22Q: 3 clusters Score -1144864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1144877.625000 Penalty: 2954.975586
	Iteration 23Q: 3 clusters Score -1144878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1144888.375000 Penalty: 2954.975586
	Iteration 24Q: 3 clusters Score -1144888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1144897.500000 Penalty: 2954.975586
	Iteration 25Q: 3 clusters Score -1144898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1144908.500000 Penalty: 2954.975586
	Iteration 26Q: 3 clusters Score -1144908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1144913.500000 Penalty: 2954.975586
	Iteration 27Q: 3 clusters Score -1144914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1144918.250000 Penalty: 2954.975586
	Iteration 28Q: 3 clusters Score -1144918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1144921.750000 Penalty: 2954.975586
	Iteration 29Q: 3 clusters Score -1144922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1144921.750000 Penalty: 2954.975586
	Iteration 30F: 3 clusters Score -1144922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -52593.437500 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -52593.44 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 268 members 
Entering Unmasked Estep 
Score: -51581.984375 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -51581.98 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51912.730469 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -51912.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52051.882812 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -52051.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52130.460938 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -52130.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52236.765625 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -52236.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52285.984375 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -52285.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52310.414062 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -52310.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52324.152344 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -52324.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52328.675781 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -52328.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52335.429688 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -52335.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52340.441406 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -52340.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52346.734375 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -52346.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52354.121094 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -52354.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52354.121094 Penalty: 2041.736694
	Iteration 13F: 3 clusters Score -52354.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Entering Unmasked Estep 
Score: -2134881.250000 Penalty: 1586.817383
	Iteration 0F: 2 clusters Score -2134881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2122927.250000 Penalty: 3173.634766
	Iteration 0F: 3 clusters Score -2122927 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2127220.000000 Penalty: 3173.634766
	Iteration 1F: 3 clusters Score -2127220 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2127646.500000 Penalty: 3173.634766
	Iteration 2F: 3 clusters Score -2127646 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2128094.750000 Penalty: 3173.634766
	Iteration 3F: 3 clusters Score -2128095 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2128584.500000 Penalty: 3173.634766
	Iteration 4F: 3 clusters Score -2128584 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2129133.000000 Penalty: 3173.634766
	Iteration 5F: 3 clusters Score -2129133 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2129795.500000 Penalty: 3173.634766
	Iteration 6F: 3 clusters Score -2129796 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2130530.000000 Penalty: 3173.634766
	Iteration 7F: 3 clusters Score -2130530 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2131333.250000 Penalty: 3173.634766
	Iteration 8F: 3 clusters Score -2131333 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2132074.250000 Penalty: 3173.634766
	Iteration 9F: 3 clusters Score -2132074 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2132669.500000 Penalty: 3173.634766
	Iteration 10Q: 3 clusters Score -2132670 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2133085.500000 Penalty: 3173.634766
	Iteration 11Q: 3 clusters Score -2133086 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2133327.250000 Penalty: 3173.634766
	Iteration 12Q: 3 clusters Score -2133327 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2133491.000000 Penalty: 3173.634766
	Iteration 13Q: 3 clusters Score -2133491 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2133595.500000 Penalty: 3173.634766
	Iteration 14Q: 3 clusters Score -2133596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2133656.000000 Penalty: 3173.634766
	Iteration 15Q: 3 clusters Score -2133656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2133695.000000 Penalty: 3173.634766
	Iteration 16Q: 3 clusters Score -2133695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2133736.250000 Penalty: 3173.634766
	Iteration 17Q: 3 clusters Score -2133736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2133769.250000 Penalty: 3173.634766
	Iteration 18Q: 3 clusters Score -2133769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2133805.250000 Penalty: 3173.634766
	Iteration 19Q: 3 clusters Score -2133805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2133839.750000 Penalty: 3173.634766
	Iteration 20F: 3 clusters Score -2133840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2133863.250000 Penalty: 3173.634766
	Iteration 21Q: 3 clusters Score -2133863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2133881.250000 Penalty: 3173.634766
	Iteration 22Q: 3 clusters Score -2133881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2133898.500000 Penalty: 3173.634766
	Iteration 23Q: 3 clusters Score -2133898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2133918.500000 Penalty: 3173.634766
	Iteration 24Q: 3 clusters Score -2133918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2133927.250000 Penalty: 3173.634766
	Iteration 25Q: 3 clusters Score -2133927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2133940.500000 Penalty: 3173.634766
	Iteration 26Q: 3 clusters Score -2133940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2133951.750000 Penalty: 3173.634766
	Iteration 27Q: 3 clusters Score -2133952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2133961.750000 Penalty: 3173.634766
	Iteration 28Q: 3 clusters Score -2133962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2133969.000000 Penalty: 3173.634766
	Iteration 29Q: 3 clusters Score -2133969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2133970.750000 Penalty: 3173.634766
	Iteration 30Q: 3 clusters Score -2133971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2133977.000000 Penalty: 3173.634766
	Iteration 31Q: 3 clusters Score -2133977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2133976.750000 Penalty: 3173.634766
	Iteration 32Q: 3 clusters Score -2133977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2133976.250000 Penalty: 3173.634766
	Iteration 33Q: 3 clusters Score -2133976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2133977.000000 Penalty: 3173.634766
	Iteration 34Q: 3 clusters Score -2133977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2133975.000000 Penalty: 3173.634766
	Iteration 35Q: 3 clusters Score -2133975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2133975.000000 Penalty: 3173.634766
	Iteration 36F: 3 clusters Score -2133975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Entering Unmasked Estep 
Score: -884823.125000 Penalty: 1443.275879
	Iteration 0F: 2 clusters Score -884823.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -879548.875000 Penalty: 2886.551758
	Iteration 0F: 3 clusters Score -879548.9 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -881163.250000 Penalty: 2886.551758
	Iteration 1F: 3 clusters Score -881163.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -881386.250000 Penalty: 2886.551758
	Iteration 2F: 3 clusters Score -881386.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -881531.687500 Penalty: 2886.551758
	Iteration 3Q: 3 clusters Score -881531.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -881650.500000 Penalty: 2886.551758
	Iteration 4Q: 3 clusters Score -881650.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -881763.500000 Penalty: 2886.551758
	Iteration 5Q: 3 clusters Score -881763.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -881891.750000 Penalty: 2886.551758
	Iteration 6Q: 3 clusters Score -881891.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -882000.062500 Penalty: 2886.551758
	Iteration 7Q: 3 clusters Score -882000.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -882105.437500 Penalty: 2886.551758
	Iteration 8Q: 3 clusters Score -882105.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -882196.875000 Penalty: 2886.551758
	Iteration 9Q: 3 clusters Score -882196.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -882296.875000 Penalty: 2886.551758
	Iteration 10Q: 3 clusters Score -882296.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -882391.062500 Penalty: 2886.551758
	Iteration 11Q: 3 clusters Score -882391.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -882483.375000 Penalty: 2886.551758
	Iteration 12Q: 3 clusters Score -882483.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -882553.375000 Penalty: 2886.551758
	Iteration 13Q: 3 clusters Score -882553.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -882616.812500 Penalty: 2886.551758
	Iteration 14Q: 3 clusters Score -882616.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -882688.187500 Penalty: 2886.551758
	Iteration 15Q: 3 clusters Score -882688.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -882740.812500 Penalty: 2886.551758
	Iteration 16Q: 3 clusters Score -882740.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -882778.000000 Penalty: 2886.551758
	Iteration 17Q: 3 clusters Score -882778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -882811.437500 Penalty: 2886.551758
	Iteration 18Q: 3 clusters Score -882811.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -882839.812500 Penalty: 2886.551758
	Iteration 19Q: 3 clusters Score -882839.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -882863.437500 Penalty: 2886.551758
	Iteration 20F: 3 clusters Score -882863.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -882881.125000 Penalty: 2886.551758
	Iteration 21Q: 3 clusters Score -882881.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -882895.312500 Penalty: 2886.551758
	Iteration 22Q: 3 clusters Score -882895.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -882907.437500 Penalty: 2886.551758
	Iteration 23Q: 3 clusters Score -882907.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -882918.250000 Penalty: 2886.551758
	Iteration 24Q: 3 clusters Score -882918.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -882924.687500 Penalty: 2886.551758
	Iteration 25Q: 3 clusters Score -882924.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -882930.687500 Penalty: 2886.551758
	Iteration 26Q: 3 clusters Score -882930.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -882933.500000 Penalty: 2886.551758
	Iteration 27Q: 3 clusters Score -882933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -882938.062500 Penalty: 2886.551758
	Iteration 28Q: 3 clusters Score -882938.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -882942.000000 Penalty: 2886.551758
	Iteration 29Q: 3 clusters Score -882942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -882946.125000 Penalty: 2886.551758
	Iteration 30Q: 3 clusters Score -882946.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -882957.125000 Penalty: 2886.551758
	Iteration 31Q: 3 clusters Score -882957.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -882960.687500 Penalty: 2886.551758
	Iteration 32Q: 3 clusters Score -882960.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -882967.187500 Penalty: 2886.551758
	Iteration 33Q: 3 clusters Score -882967.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -882972.937500 Penalty: 2886.551758
	Iteration 34Q: 3 clusters Score -882972.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -882977.875000 Penalty: 2886.551758
	Iteration 35Q: 3 clusters Score -882977.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -882982.562500 Penalty: 2886.551758
	Iteration 36Q: 3 clusters Score -882982.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -882983.687500 Penalty: 2886.551758
	Iteration 37Q: 3 clusters Score -882983.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -882988.062500 Penalty: 2886.551758
	Iteration 38Q: 3 clusters Score -882988.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -882993.187500 Penalty: 2886.551758
	Iteration 39Q: 3 clusters Score -882993.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -882996.500000 Penalty: 2886.551758
	Iteration 40F: 3 clusters Score -882996.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -883002.500000 Penalty: 2886.551758
	Iteration 41Q: 3 clusters Score -883002.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -883011.750000 Penalty: 2886.551758
	Iteration 42Q: 3 clusters Score -883011.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -883015.687500 Penalty: 2886.551758
	Iteration 43Q: 3 clusters Score -883015.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -883022.062500 Penalty: 2886.551758
	Iteration 44Q: 3 clusters Score -883022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -883028.750000 Penalty: 2886.551758
	Iteration 45Q: 3 clusters Score -883028.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -883034.875000 Penalty: 2886.551758
	Iteration 46Q: 3 clusters Score -883034.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -883037.125000 Penalty: 2886.551758
	Iteration 47Q: 3 clusters Score -883037.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -883046.687500 Penalty: 2886.551758
	Iteration 48Q: 3 clusters Score -883046.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -883060.375000 Penalty: 2886.551758
	Iteration 49Q: 3 clusters Score -883060.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -883069.500000 Penalty: 2886.551758
	Iteration 50Q: 3 clusters Score -883069.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -883078.875000 Penalty: 2886.551758
	Iteration 51Q: 3 clusters Score -883078.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -883091.500000 Penalty: 2886.551758
	Iteration 52Q: 3 clusters Score -883091.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -883099.437500 Penalty: 2886.551758
	Iteration 53Q: 3 clusters Score -883099.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -883108.750000 Penalty: 2886.551758
	Iteration 54Q: 3 clusters Score -883108.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -883116.750000 Penalty: 2886.551758
	Iteration 55Q: 3 clusters Score -883116.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -883122.312500 Penalty: 2886.551758
	Iteration 56Q: 3 clusters Score -883122.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -883126.312500 Penalty: 2886.551758
	Iteration 57Q: 3 clusters Score -883126.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -883138.625000 Penalty: 2886.551758
	Iteration 58Q: 3 clusters Score -883138.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -883144.437500 Penalty: 2886.551758
	Iteration 59Q: 3 clusters Score -883144.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -883150.875000 Penalty: 2886.551758
	Iteration 60F: 3 clusters Score -883150.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -883157.000000 Penalty: 2886.551758
	Iteration 61Q: 3 clusters Score -883157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -883164.062500 Penalty: 2886.551758
	Iteration 62Q: 3 clusters Score -883164.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -883168.937500 Penalty: 2886.551758
	Iteration 63Q: 3 clusters Score -883168.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -883171.437500 Penalty: 2886.551758
	Iteration 64Q: 3 clusters Score -883171.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -883177.937500 Penalty: 2886.551758
	Iteration 65Q: 3 clusters Score -883177.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -883183.312500 Penalty: 2886.551758
	Iteration 66Q: 3 clusters Score -883183.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -883188.062500 Penalty: 2886.551758
	Iteration 67Q: 3 clusters Score -883188.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -883194.000000 Penalty: 2886.551758
	Iteration 68Q: 3 clusters Score -883194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -883201.562500 Penalty: 2886.551758
	Iteration 69Q: 3 clusters Score -883201.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -883206.125000 Penalty: 2886.551758
	Iteration 70Q: 3 clusters Score -883206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -883207.812500 Penalty: 2886.551758
	Iteration 71Q: 3 clusters Score -883207.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -883209.437500 Penalty: 2886.551758
	Iteration 72Q: 3 clusters Score -883209.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -883209.937500 Penalty: 2886.551758
	Iteration 73Q: 3 clusters Score -883209.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -883214.625000 Penalty: 2886.551758
	Iteration 74Q: 3 clusters Score -883214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -883213.062500 Penalty: 2886.551758
	Iteration 75Q: 3 clusters Score -883213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -883218.062500 Penalty: 2886.551758
	Iteration 76Q: 3 clusters Score -883218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -883218.125000 Penalty: 2886.551758
	Iteration 77Q: 3 clusters Score -883218.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -883221.187500 Penalty: 2886.551758
	Iteration 78Q: 3 clusters Score -883221.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -883222.375000 Penalty: 2886.551758
	Iteration 79Q: 3 clusters Score -883222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -883227.312500 Penalty: 2886.551758
	Iteration 80F: 3 clusters Score -883227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -883229.250000 Penalty: 2886.551758
	Iteration 81Q: 3 clusters Score -883229.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -883231.187500 Penalty: 2886.551758
	Iteration 82Q: 3 clusters Score -883231.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -883236.312500 Penalty: 2886.551758
	Iteration 83Q: 3 clusters Score -883236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -883235.500000 Penalty: 2886.551758
	Iteration 84Q: 3 clusters Score -883235.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -883240.500000 Penalty: 2886.551758
	Iteration 85Q: 3 clusters Score -883240.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -883242.125000 Penalty: 2886.551758
	Iteration 86Q: 3 clusters Score -883242.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -883245.437500 Penalty: 2886.551758
	Iteration 87Q: 3 clusters Score -883245.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -883249.000000 Penalty: 2886.551758
	Iteration 88Q: 3 clusters Score -883249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -883256.562500 Penalty: 2886.551758
	Iteration 89Q: 3 clusters Score -883256.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -883260.875000 Penalty: 2886.551758
	Iteration 90Q: 3 clusters Score -883260.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -883263.937500 Penalty: 2886.551758
	Iteration 91Q: 3 clusters Score -883263.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -883267.312500 Penalty: 2886.551758
	Iteration 92Q: 3 clusters Score -883267.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -883270.625000 Penalty: 2886.551758
	Iteration 93Q: 3 clusters Score -883270.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -883272.687500 Penalty: 2886.551758
	Iteration 94Q: 3 clusters Score -883272.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -883276.062500 Penalty: 2886.551758
	Iteration 95Q: 3 clusters Score -883276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -883277.375000 Penalty: 2886.551758
	Iteration 96Q: 3 clusters Score -883277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -883278.437500 Penalty: 2886.551758
	Iteration 97Q: 3 clusters Score -883278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -883279.875000 Penalty: 2886.551758
	Iteration 98Q: 3 clusters Score -883279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -883280.000000 Penalty: 2886.551758
	Iteration 99Q: 3 clusters Score -883280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -883280.187500 Penalty: 2886.551758
	Iteration 100F: 3 clusters Score -883280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -883279.875000 Penalty: 2886.551758
	Iteration 101Q: 3 clusters Score -883279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -883279.000000 Penalty: 2886.551758
	Iteration 102Q: 3 clusters Score -883279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -883280.625000 Penalty: 2886.551758
	Iteration 103Q: 3 clusters Score -883280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -883283.625000 Penalty: 2886.551758
	Iteration 104Q: 3 clusters Score -883283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -883285.812500 Penalty: 2886.551758
	Iteration 105Q: 3 clusters Score -883285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -883285.750000 Penalty: 2886.551758
	Iteration 106Q: 3 clusters Score -883285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -883286.375000 Penalty: 2886.551758
	Iteration 107Q: 3 clusters Score -883286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -883285.437500 Penalty: 2886.551758
	Iteration 108Q: 3 clusters Score -883285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -883286.687500 Penalty: 2886.551758
	Iteration 109Q: 3 clusters Score -883286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -883287.312500 Penalty: 2886.551758
	Iteration 110Q: 3 clusters Score -883287.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -883288.750000 Penalty: 2886.551758
	Iteration 111Q: 3 clusters Score -883288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -883289.875000 Penalty: 2886.551758
	Iteration 112Q: 3 clusters Score -883289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -883292.937500 Penalty: 2886.551758
	Iteration 113Q: 3 clusters Score -883292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -883296.750000 Penalty: 2886.551758
	Iteration 114Q: 3 clusters Score -883296.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -883300.000000 Penalty: 2886.551758
	Iteration 115Q: 3 clusters Score -883300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -883302.625000 Penalty: 2886.551758
	Iteration 116Q: 3 clusters Score -883302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -883304.000000 Penalty: 2886.551758
	Iteration 117Q: 3 clusters Score -883304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -883305.250000 Penalty: 2886.551758
	Iteration 118Q: 3 clusters Score -883305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -883304.687500 Penalty: 2886.551758
	Iteration 119Q: 3 clusters Score -883304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -883305.187500 Penalty: 2886.551758
	Iteration 120F: 3 clusters Score -883305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -883307.187500 Penalty: 2886.551758
	Iteration 121Q: 3 clusters Score -883307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -883306.250000 Penalty: 2886.551758
	Iteration 122Q: 3 clusters Score -883306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -883306.062500 Penalty: 2886.551758
	Iteration 123Q: 3 clusters Score -883306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -883308.500000 Penalty: 2886.551758
	Iteration 124Q: 3 clusters Score -883308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -883311.687500 Penalty: 2886.551758
	Iteration 125Q: 3 clusters Score -883311.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -883313.875000 Penalty: 2886.551758
	Iteration 126Q: 3 clusters Score -883313.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -883317.562500 Penalty: 2886.551758
	Iteration 127Q: 3 clusters Score -883317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -883321.562500 Penalty: 2886.551758
	Iteration 128Q: 3 clusters Score -883321.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -883323.250000 Penalty: 2886.551758
	Iteration 129Q: 3 clusters Score -883323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -883327.187500 Penalty: 2886.551758
	Iteration 130Q: 3 clusters Score -883327.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -883330.687500 Penalty: 2886.551758
	Iteration 131Q: 3 clusters Score -883330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -883334.125000 Penalty: 2886.551758
	Iteration 132Q: 3 clusters Score -883334.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -883338.687500 Penalty: 2886.551758
	Iteration 133Q: 3 clusters Score -883338.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -883343.937500 Penalty: 2886.551758
	Iteration 134Q: 3 clusters Score -883343.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -883345.937500 Penalty: 2886.551758
	Iteration 135Q: 3 clusters Score -883345.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -883352.562500 Penalty: 2886.551758
	Iteration 136Q: 3 clusters Score -883352.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -883358.312500 Penalty: 2886.551758
	Iteration 137Q: 3 clusters Score -883358.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -883363.812500 Penalty: 2886.551758
	Iteration 138Q: 3 clusters Score -883363.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -883371.500000 Penalty: 2886.551758
	Iteration 139Q: 3 clusters Score -883371.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -883379.125000 Penalty: 2886.551758
	Iteration 140F: 3 clusters Score -883379.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -883387.250000 Penalty: 2886.551758
	Iteration 141Q: 3 clusters Score -883387.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -883394.312500 Penalty: 2886.551758
	Iteration 142Q: 3 clusters Score -883394.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -883400.875000 Penalty: 2886.551758
	Iteration 143Q: 3 clusters Score -883400.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -883408.000000 Penalty: 2886.551758
	Iteration 144Q: 3 clusters Score -883408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -883413.437500 Penalty: 2886.551758
	Iteration 145Q: 3 clusters Score -883413.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -883420.312500 Penalty: 2886.551758
	Iteration 146Q: 3 clusters Score -883420.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -883428.562500 Penalty: 2886.551758
	Iteration 147Q: 3 clusters Score -883428.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -883437.125000 Penalty: 2886.551758
	Iteration 148Q: 3 clusters Score -883437.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -883445.562500 Penalty: 2886.551758
	Iteration 149Q: 3 clusters Score -883445.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -883452.187500 Penalty: 2886.551758
	Iteration 150Q: 3 clusters Score -883452.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -883461.187500 Penalty: 2886.551758
	Iteration 151Q: 3 clusters Score -883461.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -883467.562500 Penalty: 2886.551758
	Iteration 152Q: 3 clusters Score -883467.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -883476.375000 Penalty: 2886.551758
	Iteration 153Q: 3 clusters Score -883476.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -883482.625000 Penalty: 2886.551758
	Iteration 154Q: 3 clusters Score -883482.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -883487.375000 Penalty: 2886.551758
	Iteration 155Q: 3 clusters Score -883487.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -883493.687500 Penalty: 2886.551758
	Iteration 156Q: 3 clusters Score -883493.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -883500.562500 Penalty: 2886.551758
	Iteration 157Q: 3 clusters Score -883500.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -883506.687500 Penalty: 2886.551758
	Iteration 158Q: 3 clusters Score -883506.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -883516.687500 Penalty: 2886.551758
	Iteration 159Q: 3 clusters Score -883516.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -883518.625000 Penalty: 2886.551758
	Iteration 160F: 3 clusters Score -883518.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -883522.562500 Penalty: 2886.551758
	Iteration 161Q: 3 clusters Score -883522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -883524.187500 Penalty: 2886.551758
	Iteration 162Q: 3 clusters Score -883524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -883525.562500 Penalty: 2886.551758
	Iteration 163Q: 3 clusters Score -883525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -883528.750000 Penalty: 2886.551758
	Iteration 164Q: 3 clusters Score -883528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -883527.875000 Penalty: 2886.551758
	Iteration 165Q: 3 clusters Score -883527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -883531.250000 Penalty: 2886.551758
	Iteration 166Q: 3 clusters Score -883531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -883532.937500 Penalty: 2886.551758
	Iteration 167Q: 3 clusters Score -883532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -883533.812500 Penalty: 2886.551758
	Iteration 168Q: 3 clusters Score -883533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -883535.312500 Penalty: 2886.551758
	Iteration 169Q: 3 clusters Score -883535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -883535.000000 Penalty: 2886.551758
	Iteration 170Q: 3 clusters Score -883535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -883535.000000 Penalty: 2886.551758
	Iteration 171F: 3 clusters Score -883535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50718.082031 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50718.08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50863.878906 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50863.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50912.406250 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -50912.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50932.210938 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50932.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50943.281250 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50943.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50948.867188 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50948.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50949.781250 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -50949.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50949.781250 Penalty: 1989.096680
	Iteration 7F: 3 clusters Score -50949.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -141365.875000 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -141365.9 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 632 members 
Entering Unmasked Estep 
Score: -139753.921875 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -139753.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140069.468750 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -140069.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -140205.640625 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -140205.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -140297.781250 Penalty: 2318.580566
	Iteration 3F: 3 clusters Score -140297.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140363.265625 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -140363.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -140434.203125 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -140434.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140509.000000 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -140509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140582.359375 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -140582.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -140660.640625 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -140660.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -140745.281250 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -140745.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -140791.875000 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -140791.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -140818.140625 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -140818.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140835.375000 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -140835.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -140846.625000 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -140846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140856.093750 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -140856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -140861.531250 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -140861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -140863.828125 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -140863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -140865.859375 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -140865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140866.421875 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -140866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140866.421875 Penalty: 2318.580566
	Iteration 19F: 3 clusters Score -140866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6120.157227 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6120.157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6294.528809 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6294.529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6320.161133 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -6320.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6328.001465 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6328.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6329.986816 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -6329.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6329.986816 Penalty: 1717.041138
	Iteration 5F: 3 clusters Score -6329.987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (86323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Entering Unmasked Estep 
Score: -10859627.000000 Penalty: 1846.950806
	Iteration 0F: 2 clusters Score -1.085963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -10802748.000000 Penalty: 3693.901611
	Iteration 0F: 3 clusters Score -1.080275e+07 nChanged 41025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -10826526.000000 Penalty: 3693.901611
	Iteration 1F: 3 clusters Score -1.082653e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -10827568.000000 Penalty: 3693.901611
	Iteration 2Q: 3 clusters Score -1.082757e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -10829425.000000 Penalty: 3693.901611
	Iteration 3Q: 3 clusters Score -1.082942e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -10833083.000000 Penalty: 3693.901611
	Iteration 4F: 3 clusters Score -1.083308e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -10839027.000000 Penalty: 3693.901611
	Iteration 5F: 3 clusters Score -1.083903e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -10846801.000000 Penalty: 3693.901611
	Iteration 6F: 3 clusters Score -1.08468e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -10853028.000000 Penalty: 3693.901611
	Iteration 7F: 3 clusters Score -1.085303e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -10856229.000000 Penalty: 3693.901611
	Iteration 8Q: 3 clusters Score -1.085623e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -10857413.000000 Penalty: 3693.901611
	Iteration 9Q: 3 clusters Score -1.085741e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -10857706.000000 Penalty: 3693.901611
	Iteration 10Q: 3 clusters Score -1.085771e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -10857826.000000 Penalty: 3693.901611
	Iteration 11Q: 3 clusters Score -1.085783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -10857868.000000 Penalty: 3693.901611
	Iteration 12Q: 3 clusters Score -1.085787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -10857893.000000 Penalty: 3693.901611
	Iteration 13Q: 3 clusters Score -1.085789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -10857931.000000 Penalty: 3693.901611
	Iteration 14Q: 3 clusters Score -1.085793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -10857949.000000 Penalty: 3693.901611
	Iteration 15Q: 3 clusters Score -1.085795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -10857952.000000 Penalty: 3693.901611
	Iteration 16Q: 3 clusters Score -1.085795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -10857951.000000 Penalty: 3693.901611
	Iteration 17Q: 3 clusters Score -1.085795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -10857956.000000 Penalty: 3693.901611
	Iteration 18Q: 3 clusters Score -1.085796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -10857964.000000 Penalty: 3693.901611
	Iteration 19Q: 3 clusters Score -1.085796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -10857966.000000 Penalty: 3693.901611
	Iteration 20F: 3 clusters Score -1.085797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -10857963.000000 Penalty: 3693.901611
	Iteration 21Q: 3 clusters Score -1.085796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -10857963.000000 Penalty: 3693.901611
	Iteration 22F: 3 clusters Score -1.085796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 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 204 members 
Entering Unmasked Estep 
Score: -50059.109375 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50059.11 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50189.812500 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50189.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50238.414062 Penalty: 1981.143066
	Iteration 2Q: 3 clusters Score -50238.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50260.062500 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50260.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50291.441406 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50291.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50336.214844 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50336.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50355.042969 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50355.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50367.386719 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50367.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50381.414062 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50381.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50391.214844 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -50391.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50396.507812 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -50396.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50399.636719 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -50399.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50403.855469 Penalty: 1981.143066
	Iteration 12Q: 3 clusters Score -50403.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50404.937500 Penalty: 1981.143066
	Iteration 13Q: 3 clusters Score -50404.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50407.246094 Penalty: 1981.143066
	Iteration 14Q: 3 clusters Score -50407.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50410.183594 Penalty: 1981.143066
	Iteration 15Q: 3 clusters Score -50410.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50411.726562 Penalty: 1981.143066
	Iteration 16Q: 3 clusters Score -50411.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50411.726562 Penalty: 1981.143066
	Iteration 17F: 3 clusters Score -50411.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Entering Unmasked Estep 
Score: -2297469.000000 Penalty: 1591.770752
	Iteration 0F: 2 clusters Score -2297469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2285180.750000 Penalty: 3183.541504
	Iteration 0F: 3 clusters Score -2285181 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2289555.000000 Penalty: 3183.541504
	Iteration 1F: 3 clusters Score -2289555 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2289866.000000 Penalty: 3183.541504
	Iteration 2Q: 3 clusters Score -2289866 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2290134.750000 Penalty: 3183.541504
	Iteration 3Q: 3 clusters Score -2290135 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2290388.250000 Penalty: 3183.541504
	Iteration 4Q: 3 clusters Score -2290388 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2290591.250000 Penalty: 3183.541504
	Iteration 5Q: 3 clusters Score -2290591 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2290797.500000 Penalty: 3183.541504
	Iteration 6Q: 3 clusters Score -2290798 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2290985.250000 Penalty: 3183.541504
	Iteration 7Q: 3 clusters Score -2290985 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2291226.750000 Penalty: 3183.541504
	Iteration 8Q: 3 clusters Score -2291227 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2291510.500000 Penalty: 3183.541504
	Iteration 9Q: 3 clusters Score -2291510 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2291872.250000 Penalty: 3183.541504
	Iteration 10Q: 3 clusters Score -2291872 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2292302.000000 Penalty: 3183.541504
	Iteration 11Q: 3 clusters Score -2292302 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2292804.000000 Penalty: 3183.541504
	Iteration 12Q: 3 clusters Score -2292804 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2293273.250000 Penalty: 3183.541504
	Iteration 13Q: 3 clusters Score -2293273 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2293654.000000 Penalty: 3183.541504
	Iteration 14Q: 3 clusters Score -2293654 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2293918.750000 Penalty: 3183.541504
	Iteration 15Q: 3 clusters Score -2293919 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2294104.750000 Penalty: 3183.541504
	Iteration 16Q: 3 clusters Score -2294105 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2294270.000000 Penalty: 3183.541504
	Iteration 17Q: 3 clusters Score -2294270 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2294419.500000 Penalty: 3183.541504
	Iteration 18Q: 3 clusters Score -2294420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2294565.750000 Penalty: 3183.541504
	Iteration 19Q: 3 clusters Score -2294566 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2294670.000000 Penalty: 3183.541504
	Iteration 20F: 3 clusters Score -2294670 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2294764.250000 Penalty: 3183.541504
	Iteration 21Q: 3 clusters Score -2294764 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2294844.000000 Penalty: 3183.541504
	Iteration 22Q: 3 clusters Score -2294844 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2294927.000000 Penalty: 3183.541504
	Iteration 23Q: 3 clusters Score -2294927 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2294985.000000 Penalty: 3183.541504
	Iteration 24Q: 3 clusters Score -2294985 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2295045.500000 Penalty: 3183.541504
	Iteration 25Q: 3 clusters Score -2295046 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2295114.250000 Penalty: 3183.541504
	Iteration 26Q: 3 clusters Score -2295114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2295161.750000 Penalty: 3183.541504
	Iteration 27Q: 3 clusters Score -2295162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2295222.000000 Penalty: 3183.541504
	Iteration 28Q: 3 clusters Score -2295222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2295273.500000 Penalty: 3183.541504
	Iteration 29Q: 3 clusters Score -2295274 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2295331.000000 Penalty: 3183.541504
	Iteration 30Q: 3 clusters Score -2295331 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2295382.000000 Penalty: 3183.541504
	Iteration 31Q: 3 clusters Score -2295382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2295443.250000 Penalty: 3183.541504
	Iteration 32Q: 3 clusters Score -2295443 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2295476.750000 Penalty: 3183.541504
	Iteration 33Q: 3 clusters Score -2295477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2295507.500000 Penalty: 3183.541504
	Iteration 34Q: 3 clusters Score -2295508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2295530.750000 Penalty: 3183.541504
	Iteration 35Q: 3 clusters Score -2295531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2295545.250000 Penalty: 3183.541504
	Iteration 36Q: 3 clusters Score -2295545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2295565.500000 Penalty: 3183.541504
	Iteration 37Q: 3 clusters Score -2295566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2295578.750000 Penalty: 3183.541504
	Iteration 38Q: 3 clusters Score -2295579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2295597.000000 Penalty: 3183.541504
	Iteration 39Q: 3 clusters Score -2295597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2295615.000000 Penalty: 3183.541504
	Iteration 40F: 3 clusters Score -2295615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2295635.750000 Penalty: 3183.541504
	Iteration 41Q: 3 clusters Score -2295636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2295663.250000 Penalty: 3183.541504
	Iteration 42Q: 3 clusters Score -2295663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2295681.750000 Penalty: 3183.541504
	Iteration 43Q: 3 clusters Score -2295682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2295705.000000 Penalty: 3183.541504
	Iteration 44Q: 3 clusters Score -2295705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2295720.500000 Penalty: 3183.541504
	Iteration 45Q: 3 clusters Score -2295720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2295741.250000 Penalty: 3183.541504
	Iteration 46Q: 3 clusters Score -2295741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2295758.500000 Penalty: 3183.541504
	Iteration 47Q: 3 clusters Score -2295758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2295779.250000 Penalty: 3183.541504
	Iteration 48Q: 3 clusters Score -2295779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2295800.500000 Penalty: 3183.541504
	Iteration 49Q: 3 clusters Score -2295800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2295811.750000 Penalty: 3183.541504
	Iteration 50Q: 3 clusters Score -2295812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2295820.500000 Penalty: 3183.541504
	Iteration 51Q: 3 clusters Score -2295820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2295833.250000 Penalty: 3183.541504
	Iteration 52Q: 3 clusters Score -2295833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2295843.000000 Penalty: 3183.541504
	Iteration 53Q: 3 clusters Score -2295843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2295862.000000 Penalty: 3183.541504
	Iteration 54Q: 3 clusters Score -2295862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2295869.250000 Penalty: 3183.541504
	Iteration 55Q: 3 clusters Score -2295869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2295880.500000 Penalty: 3183.541504
	Iteration 56Q: 3 clusters Score -2295880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2295893.750000 Penalty: 3183.541504
	Iteration 57Q: 3 clusters Score -2295894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2295904.000000 Penalty: 3183.541504
	Iteration 58Q: 3 clusters Score -2295904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2295913.000000 Penalty: 3183.541504
	Iteration 59Q: 3 clusters Score -2295913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2295914.000000 Penalty: 3183.541504
	Iteration 60F: 3 clusters Score -2295914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2295918.500000 Penalty: 3183.541504
	Iteration 61Q: 3 clusters Score -2295918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2295926.500000 Penalty: 3183.541504
	Iteration 62Q: 3 clusters Score -2295926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2295929.000000 Penalty: 3183.541504
	Iteration 63Q: 3 clusters Score -2295929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2295932.000000 Penalty: 3183.541504
	Iteration 64Q: 3 clusters Score -2295932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2295935.750000 Penalty: 3183.541504
	Iteration 65Q: 3 clusters Score -2295936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2295943.250000 Penalty: 3183.541504
	Iteration 66Q: 3 clusters Score -2295943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2295953.500000 Penalty: 3183.541504
	Iteration 67Q: 3 clusters Score -2295954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2295956.500000 Penalty: 3183.541504
	Iteration 68Q: 3 clusters Score -2295956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2295961.750000 Penalty: 3183.541504
	Iteration 69Q: 3 clusters Score -2295962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2295968.250000 Penalty: 3183.541504
	Iteration 70Q: 3 clusters Score -2295968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2295968.250000 Penalty: 3183.541504
	Iteration 71Q: 3 clusters Score -2295968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2295972.250000 Penalty: 3183.541504
	Iteration 72Q: 3 clusters Score -2295972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2295979.000000 Penalty: 3183.541504
	Iteration 73Q: 3 clusters Score -2295979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2295982.000000 Penalty: 3183.541504
	Iteration 74Q: 3 clusters Score -2295982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2295986.250000 Penalty: 3183.541504
	Iteration 75Q: 3 clusters Score -2295986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2295989.500000 Penalty: 3183.541504
	Iteration 76Q: 3 clusters Score -2295990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2295992.000000 Penalty: 3183.541504
	Iteration 77Q: 3 clusters Score -2295992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2296001.500000 Penalty: 3183.541504
	Iteration 78Q: 3 clusters Score -2296002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2296010.250000 Penalty: 3183.541504
	Iteration 79Q: 3 clusters Score -2296010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2296013.750000 Penalty: 3183.541504
	Iteration 80F: 3 clusters Score -2296014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2296023.750000 Penalty: 3183.541504
	Iteration 81Q: 3 clusters Score -2296024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2296025.750000 Penalty: 3183.541504
	Iteration 82Q: 3 clusters Score -2296026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2296033.000000 Penalty: 3183.541504
	Iteration 83Q: 3 clusters Score -2296033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2296037.250000 Penalty: 3183.541504
	Iteration 84Q: 3 clusters Score -2296037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2296049.500000 Penalty: 3183.541504
	Iteration 85Q: 3 clusters Score -2296050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2296062.500000 Penalty: 3183.541504
	Iteration 86Q: 3 clusters Score -2296062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2296072.750000 Penalty: 3183.541504
	Iteration 87Q: 3 clusters Score -2296073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2296079.500000 Penalty: 3183.541504
	Iteration 88Q: 3 clusters Score -2296080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2296091.000000 Penalty: 3183.541504
	Iteration 89Q: 3 clusters Score -2296091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2296100.500000 Penalty: 3183.541504
	Iteration 90Q: 3 clusters Score -2296100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2296109.250000 Penalty: 3183.541504
	Iteration 91Q: 3 clusters Score -2296109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2296117.250000 Penalty: 3183.541504
	Iteration 92Q: 3 clusters Score -2296117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2296123.500000 Penalty: 3183.541504
	Iteration 93Q: 3 clusters Score -2296124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2296129.500000 Penalty: 3183.541504
	Iteration 94Q: 3 clusters Score -2296130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2296134.750000 Penalty: 3183.541504
	Iteration 95Q: 3 clusters Score -2296135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2296136.500000 Penalty: 3183.541504
	Iteration 96Q: 3 clusters Score -2296136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2296138.250000 Penalty: 3183.541504
	Iteration 97Q: 3 clusters Score -2296138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2296137.500000 Penalty: 3183.541504
	Iteration 98Q: 3 clusters Score -2296138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2296137.500000 Penalty: 3183.541504
	Iteration 99Q: 3 clusters Score -2296138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2296138.250000 Penalty: 3183.541504
	Iteration 100F: 3 clusters Score -2296138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2296138.000000 Penalty: 3183.541504
	Iteration 101Q: 3 clusters Score -2296138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2296139.000000 Penalty: 3183.541504
	Iteration 102Q: 3 clusters Score -2296139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2296140.750000 Penalty: 3183.541504
	Iteration 103Q: 3 clusters Score -2296141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2296140.750000 Penalty: 3183.541504
	Iteration 104F: 3 clusters Score -2296141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (83364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Entering Unmasked Estep 
Score: -10601701.000000 Penalty: 1841.282959
	Iteration 0F: 2 clusters Score -1.06017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -10548563.000000 Penalty: 3682.565918
	Iteration 0F: 3 clusters Score -1.054856e+07 nChanged 39685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -10571467.000000 Penalty: 3682.565918
	Iteration 1F: 3 clusters Score -1.057147e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -10572098.000000 Penalty: 3682.565918
	Iteration 2Q: 3 clusters Score -1.05721e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -10572768.000000 Penalty: 3682.565918
	Iteration 3Q: 3 clusters Score -1.057277e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -10573466.000000 Penalty: 3682.565918
	Iteration 4Q: 3 clusters Score -1.057347e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -10574488.000000 Penalty: 3682.565918
	Iteration 5Q: 3 clusters Score -1.057449e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -10575831.000000 Penalty: 3682.565918
	Iteration 6Q: 3 clusters Score -1.057583e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -10578015.000000 Penalty: 3682.565918
	Iteration 7Q: 3 clusters Score -1.057802e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -10581313.000000 Penalty: 3682.565918
	Iteration 8F: 3 clusters Score -1.058131e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -10585428.000000 Penalty: 3682.565918
	Iteration 9F: 3 clusters Score -1.058543e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -10588575.000000 Penalty: 3682.565918
	Iteration 10F: 3 clusters Score -1.058858e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -10589886.000000 Penalty: 3682.565918
	Iteration 11Q: 3 clusters Score -1.058989e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -10590276.000000 Penalty: 3682.565918
	Iteration 12Q: 3 clusters Score -1.059028e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -10590581.000000 Penalty: 3682.565918
	Iteration 13Q: 3 clusters Score -1.059058e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -10590816.000000 Penalty: 3682.565918
	Iteration 14Q: 3 clusters Score -1.059082e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -10591013.000000 Penalty: 3682.565918
	Iteration 15Q: 3 clusters Score -1.059101e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -10591290.000000 Penalty: 3682.565918
	Iteration 16Q: 3 clusters Score -1.059129e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -10591496.000000 Penalty: 3682.565918
	Iteration 17Q: 3 clusters Score -1.05915e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -10591748.000000 Penalty: 3682.565918
	Iteration 18Q: 3 clusters Score -1.059175e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -10591884.000000 Penalty: 3682.565918
	Iteration 19Q: 3 clusters Score -1.059188e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -10592139.000000 Penalty: 3682.565918
	Iteration 20F: 3 clusters Score -1.059214e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -10592408.000000 Penalty: 3682.565918
	Iteration 21Q: 3 clusters Score -1.059241e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -10592616.000000 Penalty: 3682.565918
	Iteration 22Q: 3 clusters Score -1.059262e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -10592813.000000 Penalty: 3682.565918
	Iteration 23Q: 3 clusters Score -1.059281e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -10592951.000000 Penalty: 3682.565918
	Iteration 24Q: 3 clusters Score -1.059295e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -10593225.000000 Penalty: 3682.565918
	Iteration 25Q: 3 clusters Score -1.059322e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -10593398.000000 Penalty: 3682.565918
	Iteration 26Q: 3 clusters Score -1.05934e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -10593598.000000 Penalty: 3682.565918
	Iteration 27Q: 3 clusters Score -1.05936e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -10593822.000000 Penalty: 3682.565918
	Iteration 28Q: 3 clusters Score -1.059382e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -10594070.000000 Penalty: 3682.565918
	Iteration 29Q: 3 clusters Score -1.059407e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -10594373.000000 Penalty: 3682.565918
	Iteration 30Q: 3 clusters Score -1.059437e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -10594699.000000 Penalty: 3682.565918
	Iteration 31Q: 3 clusters Score -1.05947e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -10594934.000000 Penalty: 3682.565918
	Iteration 32Q: 3 clusters Score -1.059493e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -10595227.000000 Penalty: 3682.565918
	Iteration 33Q: 3 clusters Score -1.059523e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -10595498.000000 Penalty: 3682.565918
	Iteration 34Q: 3 clusters Score -1.05955e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -10595698.000000 Penalty: 3682.565918
	Iteration 35Q: 3 clusters Score -1.05957e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -10595977.000000 Penalty: 3682.565918
	Iteration 36Q: 3 clusters Score -1.059598e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -10596211.000000 Penalty: 3682.565918
	Iteration 37Q: 3 clusters Score -1.059621e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -10596369.000000 Penalty: 3682.565918
	Iteration 38Q: 3 clusters Score -1.059637e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -10596596.000000 Penalty: 3682.565918
	Iteration 39Q: 3 clusters Score -1.05966e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -10596845.000000 Penalty: 3682.565918
	Iteration 40F: 3 clusters Score -1.059684e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -10597021.000000 Penalty: 3682.565918
	Iteration 41Q: 3 clusters Score -1.059702e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -10597209.000000 Penalty: 3682.565918
	Iteration 42Q: 3 clusters Score -1.059721e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -10597317.000000 Penalty: 3682.565918
	Iteration 43Q: 3 clusters Score -1.059732e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -10597485.000000 Penalty: 3682.565918
	Iteration 44Q: 3 clusters Score -1.059748e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -10597627.000000 Penalty: 3682.565918
	Iteration 45Q: 3 clusters Score -1.059763e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -10597720.000000 Penalty: 3682.565918
	Iteration 46Q: 3 clusters Score -1.059772e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -10597845.000000 Penalty: 3682.565918
	Iteration 47Q: 3 clusters Score -1.059784e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -10597959.000000 Penalty: 3682.565918
	Iteration 48Q: 3 clusters Score -1.059796e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -10598066.000000 Penalty: 3682.565918
	Iteration 49Q: 3 clusters Score -1.059807e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -10598185.000000 Penalty: 3682.565918
	Iteration 50Q: 3 clusters Score -1.059818e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -10598203.000000 Penalty: 3682.565918
	Iteration 51Q: 3 clusters Score -1.05982e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -10598275.000000 Penalty: 3682.565918
	Iteration 52Q: 3 clusters Score -1.059828e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -10598269.000000 Penalty: 3682.565918
	Iteration 53Q: 3 clusters Score -1.059827e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -10598307.000000 Penalty: 3682.565918
	Iteration 54Q: 3 clusters Score -1.059831e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -10598351.000000 Penalty: 3682.565918
	Iteration 55Q: 3 clusters Score -1.059835e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -10598380.000000 Penalty: 3682.565918
	Iteration 56Q: 3 clusters Score -1.059838e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -10598384.000000 Penalty: 3682.565918
	Iteration 57Q: 3 clusters Score -1.059838e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -10598389.000000 Penalty: 3682.565918
	Iteration 58Q: 3 clusters Score -1.059839e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -10598384.000000 Penalty: 3682.565918
	Iteration 59Q: 3 clusters Score -1.059838e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -10598389.000000 Penalty: 3682.565918
	Iteration 60F: 3 clusters Score -1.059839e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -10598420.000000 Penalty: 3682.565918
	Iteration 61Q: 3 clusters Score -1.059842e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -10598410.000000 Penalty: 3682.565918
	Iteration 62Q: 3 clusters Score -1.059841e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -10598420.000000 Penalty: 3682.565918
	Iteration 63Q: 3 clusters Score -1.059842e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -10598440.000000 Penalty: 3682.565918
	Iteration 64Q: 3 clusters Score -1.059844e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -10598443.000000 Penalty: 3682.565918
	Iteration 65Q: 3 clusters Score -1.059844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -10598442.000000 Penalty: 3682.565918
	Iteration 66Q: 3 clusters Score -1.059844e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -10598445.000000 Penalty: 3682.565918
	Iteration 67Q: 3 clusters Score -1.059844e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -10598456.000000 Penalty: 3682.565918
	Iteration 68Q: 3 clusters Score -1.059846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -10598431.000000 Penalty: 3682.565918
	Iteration 69Q: 3 clusters Score -1.059843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -10598427.000000 Penalty: 3682.565918
	Iteration 70Q: 3 clusters Score -1.059843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -10598431.000000 Penalty: 3682.565918
	Iteration 71Q: 3 clusters Score -1.059843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -10598430.000000 Penalty: 3682.565918
	Iteration 72Q: 3 clusters Score -1.059843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -10598441.000000 Penalty: 3682.565918
	Iteration 73Q: 3 clusters Score -1.059844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -10598421.000000 Penalty: 3682.565918
	Iteration 74Q: 3 clusters Score -1.059842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -10598426.000000 Penalty: 3682.565918
	Iteration 75Q: 3 clusters Score -1.059843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -10598435.000000 Penalty: 3682.565918
	Iteration 76Q: 3 clusters Score -1.059844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -10598435.000000 Penalty: 3682.565918
	Iteration 77Q: 3 clusters Score -1.059844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -10598433.000000 Penalty: 3682.565918
	Iteration 78Q: 3 clusters Score -1.059843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -10598432.000000 Penalty: 3682.565918
	Iteration 79Q: 3 clusters Score -1.059843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -10598428.000000 Penalty: 3682.565918
	Iteration 80F: 3 clusters Score -1.059843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -10598428.000000 Penalty: 3682.565918
	Iteration 81Q: 3 clusters Score -1.059843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -10598428.000000 Penalty: 3682.565918
	Iteration 82Q: 3 clusters Score -1.059843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -10598428.000000 Penalty: 3682.565918
	Iteration 83F: 3 clusters Score -1.059843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (129329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Entering Unmasked Estep 
Score: -16386793.000000 Penalty: 1912.643677
	Iteration 0F: 2 clusters Score -1.638679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -16318269.000000 Penalty: 3825.287354
	Iteration 0F: 3 clusters Score -1.631827e+07 nChanged 62140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -16355100.000000 Penalty: 3825.287354
	Iteration 1F: 3 clusters Score -1.63551e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -16356491.000000 Penalty: 3825.287354
	Iteration 2Q: 3 clusters Score -1.635649e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -16358464.000000 Penalty: 3825.287354
	Iteration 3Q: 3 clusters Score -1.635846e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -16362045.000000 Penalty: 3825.287354
	Iteration 4F: 3 clusters Score -1.636204e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -16367417.000000 Penalty: 3825.287354
	Iteration 5F: 3 clusters Score -1.636742e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -16374396.000000 Penalty: 3825.287354
	Iteration 6F: 3 clusters Score -1.63744e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -16381314.000000 Penalty: 3825.287354
	Iteration 7F: 3 clusters Score -1.638131e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -16385795.000000 Penalty: 3825.287354
	Iteration 8F: 3 clusters Score -1.63858e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -16387908.000000 Penalty: 3825.287354
	Iteration 9Q: 3 clusters Score -1.638791e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -16389170.000000 Penalty: 3825.287354
	Iteration 10Q: 3 clusters Score -1.638917e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -16390274.000000 Penalty: 3825.287354
	Iteration 11Q: 3 clusters Score -1.639027e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -16391141.000000 Penalty: 3825.287354
	Iteration 12Q: 3 clusters Score -1.639114e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -16391779.000000 Penalty: 3825.287354
	Iteration 13Q: 3 clusters Score -1.639178e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -16392387.000000 Penalty: 3825.287354
	Iteration 14Q: 3 clusters Score -1.639239e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111898 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -16392623.000000 Penalty: 3825.287354
	Iteration 15Q: 3 clusters Score -1.639262e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -16392183.000000 Penalty: 3825.287354
	Iteration 16Q: 3 clusters Score -1.639218e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117538 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -16391541.000000 Penalty: 3825.287354
	Iteration 17Q: 3 clusters Score -1.639154e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -16390658.000000 Penalty: 3825.287354
	Iteration 18Q: 3 clusters Score -1.639066e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -16390008.000000 Penalty: 3825.287354
	Iteration 19Q: 3 clusters Score -1.639001e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -16389341.000000 Penalty: 3825.287354
	Iteration 20F: 3 clusters Score -1.638934e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -16388942.000000 Penalty: 3825.287354
	Iteration 21Q: 3 clusters Score -1.638894e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -16388462.000000 Penalty: 3825.287354
	Iteration 22Q: 3 clusters Score -1.638846e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -16388090.000000 Penalty: 3825.287354
	Iteration 23Q: 3 clusters Score -1.638809e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125599 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -16387821.000000 Penalty: 3825.287354
	Iteration 24Q: 3 clusters Score -1.638782e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126038 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -16387624.000000 Penalty: 3825.287354
	Iteration 25Q: 3 clusters Score -1.638762e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -16387414.000000 Penalty: 3825.287354
	Iteration 26Q: 3 clusters Score -1.638741e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -16387208.000000 Penalty: 3825.287354
	Iteration 27Q: 3 clusters Score -1.638721e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -16387098.000000 Penalty: 3825.287354
	Iteration 28Q: 3 clusters Score -1.63871e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -16386963.000000 Penalty: 3825.287354
	Iteration 29Q: 3 clusters Score -1.638696e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127226 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -16386893.000000 Penalty: 3825.287354
	Iteration 30Q: 3 clusters Score -1.638689e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127354 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -16386788.000000 Penalty: 3825.287354
	Iteration 31Q: 3 clusters Score -1.638679e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -16386722.000000 Penalty: 3825.287354
	Iteration 32Q: 3 clusters Score -1.638672e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127567 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -16386680.000000 Penalty: 3825.287354
	Iteration 33Q: 3 clusters Score -1.638668e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127668 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16386597.000000 Penalty: 3825.287354
	Iteration 34Q: 3 clusters Score -1.63866e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127751 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16386540.000000 Penalty: 3825.287354
	Iteration 35Q: 3 clusters Score -1.638654e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127818 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16386502.000000 Penalty: 3825.287354
	Iteration 36Q: 3 clusters Score -1.63865e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16386455.000000 Penalty: 3825.287354
	Iteration 37Q: 3 clusters Score -1.638646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16386370.000000 Penalty: 3825.287354
	Iteration 38Q: 3 clusters Score -1.638637e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16386351.000000 Penalty: 3825.287354
	Iteration 39Q: 3 clusters Score -1.638635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16386339.000000 Penalty: 3825.287354
	Iteration 40F: 3 clusters Score -1.638634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16386314.000000 Penalty: 3825.287354
	Iteration 41Q: 3 clusters Score -1.638631e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16386304.000000 Penalty: 3825.287354
	Iteration 42Q: 3 clusters Score -1.63863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128099 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16386279.000000 Penalty: 3825.287354
	Iteration 43Q: 3 clusters Score -1.638628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128122 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -16386286.000000 Penalty: 3825.287354
	Iteration 44Q: 3 clusters Score -1.638629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128150 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -16386276.000000 Penalty: 3825.287354
	Iteration 45Q: 3 clusters Score -1.638628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128170 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -16386250.000000 Penalty: 3825.287354
	Iteration 46Q: 3 clusters Score -1.638625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128183 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16386244.000000 Penalty: 3825.287354
	Iteration 47Q: 3 clusters Score -1.638624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128202 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16386241.000000 Penalty: 3825.287354
	Iteration 48Q: 3 clusters Score -1.638624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128214 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16386241.000000 Penalty: 3825.287354
	Iteration 49Q: 3 clusters Score -1.638624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128226 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16386228.000000 Penalty: 3825.287354
	Iteration 50Q: 3 clusters Score -1.638623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128237 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16386210.000000 Penalty: 3825.287354
	Iteration 51Q: 3 clusters Score -1.638621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128246 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16386207.000000 Penalty: 3825.287354
	Iteration 52Q: 3 clusters Score -1.638621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16386198.000000 Penalty: 3825.287354
	Iteration 53Q: 3 clusters Score -1.63862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128252 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16386193.000000 Penalty: 3825.287354
	Iteration 54Q: 3 clusters Score -1.638619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -16386198.000000 Penalty: 3825.287354
	Iteration 55Q: 3 clusters Score -1.63862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16386198.000000 Penalty: 3825.287354
	Iteration 56Q: 3 clusters Score -1.63862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128261 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16386204.000000 Penalty: 3825.287354
	Iteration 57Q: 3 clusters Score -1.63862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16386197.000000 Penalty: 3825.287354
	Iteration 58Q: 3 clusters Score -1.63862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16386192.000000 Penalty: 3825.287354
	Iteration 59Q: 3 clusters Score -1.638619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16386193.000000 Penalty: 3825.287354
	Iteration 60F: 3 clusters Score -1.638619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16386211.000000 Penalty: 3825.287354
	Iteration 61Q: 3 clusters Score -1.638621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -16386198.000000 Penalty: 3825.287354
	Iteration 62Q: 3 clusters Score -1.63862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128292 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16386186.000000 Penalty: 3825.287354
	Iteration 63Q: 3 clusters Score -1.638619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16386183.000000 Penalty: 3825.287354
	Iteration 64Q: 3 clusters Score -1.638618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16386185.000000 Penalty: 3825.287354
	Iteration 65Q: 3 clusters Score -1.638618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128302 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16386180.000000 Penalty: 3825.287354
	Iteration 66Q: 3 clusters Score -1.638618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16386188.000000 Penalty: 3825.287354
	Iteration 67Q: 3 clusters Score -1.638619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -16386184.000000 Penalty: 3825.287354
	Iteration 68Q: 3 clusters Score -1.638618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16386185.000000 Penalty: 3825.287354
	Iteration 69Q: 3 clusters Score -1.638618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16386183.000000 Penalty: 3825.287354
	Iteration 70Q: 3 clusters Score -1.638618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16386172.000000 Penalty: 3825.287354
	Iteration 71Q: 3 clusters Score -1.638617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128339 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16386186.000000 Penalty: 3825.287354
	Iteration 72Q: 3 clusters Score -1.638619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -16386189.000000 Penalty: 3825.287354
	Iteration 73Q: 3 clusters Score -1.638619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128352 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16386204.000000 Penalty: 3825.287354
	Iteration 74Q: 3 clusters Score -1.63862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128358 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16386207.000000 Penalty: 3825.287354
	Iteration 75Q: 3 clusters Score -1.638621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128365 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16386197.000000 Penalty: 3825.287354
	Iteration 76Q: 3 clusters Score -1.63862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128370 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16386182.000000 Penalty: 3825.287354
	Iteration 77Q: 3 clusters Score -1.638618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128377 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16386179.000000 Penalty: 3825.287354
	Iteration 78Q: 3 clusters Score -1.638618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128378 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16386187.000000 Penalty: 3825.287354
	Iteration 79Q: 3 clusters Score -1.638619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128379 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16386187.000000 Penalty: 3825.287354
	Iteration 80F: 3 clusters Score -1.638619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128379 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16386186.000000 Penalty: 3825.287354
	Iteration 81Q: 3 clusters Score -1.638619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128380 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16386178.000000 Penalty: 3825.287354
	Iteration 82Q: 3 clusters Score -1.638618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128382 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16386182.000000 Penalty: 3825.287354
	Iteration 83Q: 3 clusters Score -1.638618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128384 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16386175.000000 Penalty: 3825.287354
	Iteration 84Q: 3 clusters Score -1.638618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128385 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16386175.000000 Penalty: 3825.287354
	Iteration 85Q: 3 clusters Score -1.638618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128386 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16386173.000000 Penalty: 3825.287354
	Iteration 86Q: 3 clusters Score -1.638617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128387 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16386173.000000 Penalty: 3825.287354
	Iteration 87Q: 3 clusters Score -1.638617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128387 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16386173.000000 Penalty: 3825.287354
	Iteration 88F: 3 clusters Score -1.638617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 108594 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 127760 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85145 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36395 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17415 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32690 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17414 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86323 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17953 members 
Mstep: Class 44 contains 83364 members 
Mstep: Class 45 contains 129329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741408.000000 Penalty: 102089.937500
Iteration 319Q: 46 clusters Score -1.417414e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33534 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36244 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111893 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 108669 members 
Mstep: Class 12 contains 4953 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24509 members 
Mstep: Class 15 contains 127686 members 
Mstep: Class 16 contains 16108 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85277 members 
Mstep: Class 20 contains 13770 members 
Mstep: Class 21 contains 2279 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36331 members 
Mstep: Class 24 contains 12150 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 17402 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 84730 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32787 members 
Mstep: Class 34 contains 8274 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17432 members 
Mstep: Class 37 contains 7201 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 86831 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17922 members 
Mstep: Class 44 contains 82981 members 
Mstep: Class 45 contains 129070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741632.000000 Penalty: 102089.937500
Iteration 320F: 46 clusters Score -1.417416e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33548 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36280 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111974 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 108754 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 127580 members 
Mstep: Class 16 contains 16161 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 85394 members 
Mstep: Class 20 contains 13763 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36270 members 
Mstep: Class 24 contains 12150 members 
Mstep: Class 25 contains 8329 members 
Mstep: Class 26 contains 17374 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 85064 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32877 members 
Mstep: Class 34 contains 7684 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17424 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 87325 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17873 members 
Mstep: Class 44 contains 82665 members 
Mstep: Class 45 contains 128932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741632.000000 Penalty: 102089.937500
Iteration 321Q: 46 clusters Score -1.417416e+08 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33554 members 
Mstep: Class 3 contains 8078 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36330 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112052 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14560 members 
Mstep: Class 11 contains 108815 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24531 members 
Mstep: Class 15 contains 127500 members 
Mstep: Class 16 contains 16202 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85510 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36203 members 
Mstep: Class 24 contains 12150 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 17355 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 85372 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32943 members 
Mstep: Class 34 contains 7108 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17429 members 
Mstep: Class 37 contains 7195 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 87784 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17824 members 
Mstep: Class 44 contains 82418 members 
Mstep: Class 45 contains 128776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741616.000000 Penalty: 102089.937500
Iteration 322Q: 46 clusters Score -1.417416e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33565 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36377 members 
Mstep: Class 6 contains 3198 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112105 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 108873 members 
Mstep: Class 12 contains 4946 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 24542 members 
Mstep: Class 15 contains 127488 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85619 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36135 members 
Mstep: Class 24 contains 12151 members 
Mstep: Class 25 contains 8321 members 
Mstep: Class 26 contains 17333 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 85703 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33025 members 
Mstep: Class 34 contains 6532 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17418 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 88253 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17763 members 
Mstep: Class 44 contains 82179 members 
Mstep: Class 45 contains 128556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741584.000000 Penalty: 102089.937500
Iteration 323Q: 46 clusters Score -1.417416e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33575 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36390 members 
Mstep: Class 6 contains 3195 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112217 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 11 contains 108911 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 24547 members 
Mstep: Class 15 contains 127448 members 
Mstep: Class 16 contains 16299 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85703 members 
Mstep: Class 20 contains 13736 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36070 members 
Mstep: Class 24 contains 12155 members 
Mstep: Class 25 contains 8321 members 
Mstep: Class 26 contains 17298 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 86016 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33102 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17404 members 
Mstep: Class 37 contains 7196 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 88694 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17691 members 
Mstep: Class 44 contains 82001 members 
Mstep: Class 45 contains 128378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741648.000000 Penalty: 102089.937500
Iteration 324Q: 46 clusters Score -1.417416e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33586 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36434 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112313 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14574 members 
Mstep: Class 11 contains 108930 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24560 members 
Mstep: Class 15 contains 127403 members 
Mstep: Class 16 contains 16329 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 85783 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 36013 members 
Mstep: Class 24 contains 12150 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 17268 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 86329 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33182 members 
Mstep: Class 34 contains 5441 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17406 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 89182 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17589 members 
Mstep: Class 44 contains 81863 members 
Mstep: Class 45 contains 128127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741744.000000 Penalty: 102089.937500
Iteration 325Q: 46 clusters Score -1.417417e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33593 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36477 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112424 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14572 members 
Mstep: Class 11 contains 108968 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 24584 members 
Mstep: Class 15 contains 127317 members 
Mstep: Class 16 contains 16342 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 85851 members 
Mstep: Class 20 contains 13739 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35973 members 
Mstep: Class 24 contains 12152 members 
Mstep: Class 25 contains 8327 members 
Mstep: Class 26 contains 17232 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 86575 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33266 members 
Mstep: Class 34 contains 4901 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17392 members 
Mstep: Class 37 contains 7199 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 89663 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17470 members 
Mstep: Class 44 contains 81782 members 
Mstep: Class 45 contains 127936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741472.000000 Penalty: 102089.937500
Iteration 326Q: 46 clusters Score -1.417415e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33603 members 
Mstep: Class 3 contains 8066 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112540 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14567 members 
Mstep: Class 11 contains 108987 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 24614 members 
Mstep: Class 15 contains 127203 members 
Mstep: Class 16 contains 16349 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 85910 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35918 members 
Mstep: Class 24 contains 12152 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 17213 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2319 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 86824 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33353 members 
Mstep: Class 34 contains 4378 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17393 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 90167 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17342 members 
Mstep: Class 44 contains 81736 members 
Mstep: Class 45 contains 127735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741568.000000 Penalty: 102089.937500
Iteration 327Q: 46 clusters Score -1.417416e+08 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33614 members 
Mstep: Class 3 contains 8066 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36557 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 108996 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 24654 members 
Mstep: Class 15 contains 127139 members 
Mstep: Class 16 contains 16372 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 85936 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35854 members 
Mstep: Class 24 contains 12154 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 17176 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2319 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 87098 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33434 members 
Mstep: Class 34 contains 3898 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17390 members 
Mstep: Class 37 contains 7189 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 90645 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 17143 members 
Mstep: Class 44 contains 81755 members 
Mstep: Class 45 contains 127544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741872.000000 Penalty: 102089.937500
Iteration 328Q: 46 clusters Score -1.417419e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33619 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36599 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112683 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14565 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 24681 members 
Mstep: Class 15 contains 127064 members 
Mstep: Class 16 contains 16393 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 85964 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35778 members 
Mstep: Class 24 contains 12157 members 
Mstep: Class 25 contains 8332 members 
Mstep: Class 26 contains 17155 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 87352 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33520 members 
Mstep: Class 34 contains 3389 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17387 members 
Mstep: Class 37 contains 7182 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 91143 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 16916 members 
Mstep: Class 44 contains 81872 members 
Mstep: Class 45 contains 127312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742080.000000 Penalty: 102089.937500
Iteration 329Q: 46 clusters Score -1.417421e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33625 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36639 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112748 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14566 members 
Mstep: Class 11 contains 109032 members 
Mstep: Class 12 contains 4918 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 24707 members 
Mstep: Class 15 contains 127017 members 
Mstep: Class 16 contains 16410 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 85993 members 
Mstep: Class 20 contains 13719 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35716 members 
Mstep: Class 24 contains 12157 members 
Mstep: Class 25 contains 8332 members 
Mstep: Class 26 contains 17129 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 87559 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33597 members 
Mstep: Class 34 contains 2945 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17400 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 91635 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 16666 members 
Mstep: Class 44 contains 81966 members 
Mstep: Class 45 contains 127064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742336.000000 Penalty: 102089.937500
Iteration 330Q: 46 clusters Score -1.417423e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33625 members 
Mstep: Class 3 contains 8061 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36651 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112784 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 14566 members 
Mstep: Class 11 contains 109037 members 
Mstep: Class 12 contains 4909 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 24739 members 
Mstep: Class 15 contains 126980 members 
Mstep: Class 16 contains 16441 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 86019 members 
Mstep: Class 20 contains 13707 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35644 members 
Mstep: Class 24 contains 12159 members 
Mstep: Class 25 contains 8335 members 
Mstep: Class 26 contains 17090 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 87789 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33686 members 
Mstep: Class 34 contains 2562 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17413 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 92145 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 16385 members 
Mstep: Class 44 contains 82031 members 
Mstep: Class 45 contains 126859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742384.000000 Penalty: 102089.937500
Iteration 331Q: 46 clusters Score -1.417424e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33633 members 
Mstep: Class 3 contains 8059 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36657 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112812 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 14573 members 
Mstep: Class 11 contains 109055 members 
Mstep: Class 12 contains 4897 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 24755 members 
Mstep: Class 15 contains 126969 members 
Mstep: Class 16 contains 16461 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 86042 members 
Mstep: Class 20 contains 13703 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35585 members 
Mstep: Class 24 contains 12158 members 
Mstep: Class 25 contains 8338 members 
Mstep: Class 26 contains 17052 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2319 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 87994 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33767 members 
Mstep: Class 34 contains 2245 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17416 members 
Mstep: Class 37 contains 7174 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 92624 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 16092 members 
Mstep: Class 44 contains 82078 members 
Mstep: Class 45 contains 126669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 2187.672852 but Gain 2268.664062
Score: -141742208.000000 Penalty: 99821.273438
Iteration 332Q: 45 clusters Score -1.417422e+08 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33649 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36742 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112928 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14588 members 
Mstep: Class 11 contains 109152 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 127060 members 
Mstep: Class 16 contains 16478 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 86118 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35527 members 
Mstep: Class 24 contains 12161 members 
Mstep: Class 25 contains 8343 members 
Mstep: Class 26 contains 17024 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 88277 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33872 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17421 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 93084 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 15809 members 
Mstep: Class 44 contains 83406 members 
Mstep: Class 45 contains 126538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744736.000000 Penalty: 99821.273438
Iteration 333Q: 45 clusters Score -1.417447e+08 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33658 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36740 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112858 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 11 contains 109129 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 24779 members 
Mstep: Class 15 contains 126941 members 
Mstep: Class 16 contains 16488 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 86124 members 
Mstep: Class 20 contains 13717 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35484 members 
Mstep: Class 24 contains 12150 members 
Mstep: Class 25 contains 8343 members 
Mstep: Class 26 contains 16985 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 88455 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33925 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17419 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 93536 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 15307 members 
Mstep: Class 44 contains 83684 members 
Mstep: Class 45 contains 126389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744592.000000 Penalty: 99821.273438
Iteration 334Q: 45 clusters Score -1.417446e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33663 members 
Mstep: Class 3 contains 8059 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112837 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 11 contains 109126 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 24793 members 
Mstep: Class 15 contains 126859 members 
Mstep: Class 16 contains 16479 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 86145 members 
Mstep: Class 20 contains 13720 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35446 members 
Mstep: Class 24 contains 12143 members 
Mstep: Class 25 contains 8347 members 
Mstep: Class 26 contains 16954 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2319 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 88625 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33987 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17418 members 
Mstep: Class 37 contains 7177 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 93957 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 14797 members 
Mstep: Class 44 contains 83804 members 
Mstep: Class 45 contains 126266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744464.000000 Penalty: 99821.273438
Iteration 335Q: 45 clusters Score -1.417445e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33673 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36755 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112849 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 11 contains 109159 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 15 contains 126823 members 
Mstep: Class 16 contains 16447 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 86159 members 
Mstep: Class 20 contains 13730 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35414 members 
Mstep: Class 24 contains 12137 members 
Mstep: Class 25 contains 8348 members 
Mstep: Class 26 contains 16926 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 88749 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17428 members 
Mstep: Class 37 contains 7175 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 94355 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 14265 members 
Mstep: Class 44 contains 83846 members 
Mstep: Class 45 contains 126185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744848.000000 Penalty: 99821.273438
Iteration 336Q: 45 clusters Score -1.417448e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33683 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36761 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112900 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14589 members 
Mstep: Class 11 contains 109189 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 24872 members 
Mstep: Class 15 contains 126771 members 
Mstep: Class 16 contains 16402 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 86150 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35392 members 
Mstep: Class 24 contains 12127 members 
Mstep: Class 25 contains 8348 members 
Mstep: Class 26 contains 16909 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 88863 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34091 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17433 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 94729 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 13803 members 
Mstep: Class 44 contains 83845 members 
Mstep: Class 45 contains 126146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744832.000000 Penalty: 99821.273438
Iteration 337Q: 45 clusters Score -1.417448e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33691 members 
Mstep: Class 3 contains 8064 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36755 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112951 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14581 members 
Mstep: Class 11 contains 109207 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 24931 members 
Mstep: Class 15 contains 126745 members 
Mstep: Class 16 contains 16361 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 86154 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35366 members 
Mstep: Class 24 contains 12121 members 
Mstep: Class 25 contains 8346 members 
Mstep: Class 26 contains 16894 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89004 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34126 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17437 members 
Mstep: Class 37 contains 7167 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 95091 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 13367 members 
Mstep: Class 44 contains 83766 members 
Mstep: Class 45 contains 126119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744624.000000 Penalty: 99821.273438
Iteration 338Q: 45 clusters Score -1.417446e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33697 members 
Mstep: Class 3 contains 8065 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113005 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14572 members 
Mstep: Class 11 contains 109206 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 25003 members 
Mstep: Class 15 contains 126728 members 
Mstep: Class 16 contains 16308 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 86173 members 
Mstep: Class 20 contains 13740 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35328 members 
Mstep: Class 24 contains 12119 members 
Mstep: Class 25 contains 8344 members 
Mstep: Class 26 contains 16877 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2319 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89123 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34181 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17448 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 95449 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 12940 members 
Mstep: Class 44 contains 83663 members 
Mstep: Class 45 contains 126113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744416.000000 Penalty: 99821.273438
Iteration 339Q: 45 clusters Score -1.417444e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33700 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36734 members 
Mstep: Class 6 contains 3037 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113071 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 109219 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 126706 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 86193 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35297 members 
Mstep: Class 24 contains 12126 members 
Mstep: Class 25 contains 8344 members 
Mstep: Class 26 contains 16861 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89226 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34219 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17454 members 
Mstep: Class 37 contains 7163 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 95770 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 12545 members 
Mstep: Class 44 contains 83530 members 
Mstep: Class 45 contains 126160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744096.000000 Penalty: 99821.273438
Iteration 340F: 45 clusters Score -1.417441e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33707 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36719 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113144 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 11 contains 109235 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 25145 members 
Mstep: Class 15 contains 126673 members 
Mstep: Class 16 contains 16135 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 86205 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35277 members 
Mstep: Class 24 contains 12129 members 
Mstep: Class 25 contains 8343 members 
Mstep: Class 26 contains 16848 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89364 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34260 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17450 members 
Mstep: Class 37 contains 7162 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96084 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 12184 members 
Mstep: Class 44 contains 83407 members 
Mstep: Class 45 contains 126152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744336.000000 Penalty: 99821.273438
Iteration 341Q: 45 clusters Score -1.417443e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33710 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36732 members 
Mstep: Class 6 contains 3028 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113222 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 109241 members 
Mstep: Class 12 contains 4867 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 25209 members 
Mstep: Class 15 contains 126660 members 
Mstep: Class 16 contains 16065 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 86224 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35255 members 
Mstep: Class 24 contains 12125 members 
Mstep: Class 25 contains 8347 members 
Mstep: Class 26 contains 16837 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89487 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34311 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17454 members 
Mstep: Class 37 contains 7160 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96384 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 11867 members 
Mstep: Class 44 contains 83240 members 
Mstep: Class 45 contains 126100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744448.000000 Penalty: 99821.273438
Iteration 342Q: 45 clusters Score -1.417444e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33716 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36728 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113296 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 109243 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 25262 members 
Mstep: Class 15 contains 126648 members 
Mstep: Class 16 contains 15998 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 86231 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35231 members 
Mstep: Class 24 contains 12124 members 
Mstep: Class 25 contains 8348 members 
Mstep: Class 26 contains 16828 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89599 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34363 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17460 members 
Mstep: Class 37 contains 7159 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96681 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 11575 members 
Mstep: Class 44 contains 83116 members 
Mstep: Class 45 contains 126038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744464.000000 Penalty: 99821.273438
Iteration 343Q: 45 clusters Score -1.417445e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33723 members 
Mstep: Class 3 contains 8071 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36745 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113359 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 109243 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 25311 members 
Mstep: Class 15 contains 126658 members 
Mstep: Class 16 contains 15907 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 86241 members 
Mstep: Class 20 contains 13736 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35212 members 
Mstep: Class 24 contains 12131 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 16825 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89689 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34421 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17461 members 
Mstep: Class 37 contains 7157 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96983 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 11283 members 
Mstep: Class 44 contains 83006 members 
Mstep: Class 45 contains 125966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744560.000000 Penalty: 99821.273438
Iteration 344Q: 45 clusters Score -1.417446e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33724 members 
Mstep: Class 3 contains 8073 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36754 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113408 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 109251 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 25353 members 
Mstep: Class 15 contains 126660 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 86262 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35194 members 
Mstep: Class 24 contains 12125 members 
Mstep: Class 25 contains 8351 members 
Mstep: Class 26 contains 16812 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89810 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34454 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17468 members 
Mstep: Class 37 contains 7157 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97284 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 10995 members 
Mstep: Class 44 contains 82880 members 
Mstep: Class 45 contains 125921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744768.000000 Penalty: 99821.273438
Iteration 345Q: 45 clusters Score -1.417448e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33729 members 
Mstep: Class 3 contains 8071 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113463 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 109260 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 25393 members 
Mstep: Class 15 contains 126692 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 86280 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35168 members 
Mstep: Class 24 contains 12123 members 
Mstep: Class 25 contains 8351 members 
Mstep: Class 26 contains 16803 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 89942 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34483 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17469 members 
Mstep: Class 37 contains 7160 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97582 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 10714 members 
Mstep: Class 44 contains 82755 members 
Mstep: Class 45 contains 125837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744704.000000 Penalty: 99821.273438
Iteration 346Q: 45 clusters Score -1.417447e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33731 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36741 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113527 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 109268 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 25413 members 
Mstep: Class 15 contains 126697 members 
Mstep: Class 16 contains 15640 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 86308 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35143 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 8352 members 
Mstep: Class 26 contains 16802 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 90075 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34516 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17474 members 
Mstep: Class 37 contains 7165 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 97871 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 10449 members 
Mstep: Class 44 contains 82631 members 
Mstep: Class 45 contains 125748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744928.000000 Penalty: 99821.273438
Iteration 347Q: 45 clusters Score -1.417449e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36735 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113581 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14535 members 
Mstep: Class 11 contains 109278 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 25437 members 
Mstep: Class 15 contains 126723 members 
Mstep: Class 16 contains 15572 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 86328 members 
Mstep: Class 20 contains 13744 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35118 members 
Mstep: Class 24 contains 12121 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16805 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 90185 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34537 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17474 members 
Mstep: Class 37 contains 7165 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98129 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 10181 members 
Mstep: Class 44 contains 82557 members 
Mstep: Class 45 contains 125673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745136.000000 Penalty: 99821.273438
Iteration 348Q: 45 clusters Score -1.417451e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33736 members 
Mstep: Class 3 contains 8071 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36749 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113632 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109293 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 25471 members 
Mstep: Class 15 contains 126748 members 
Mstep: Class 16 contains 15479 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 86331 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 35097 members 
Mstep: Class 24 contains 12122 members 
Mstep: Class 25 contains 8352 members 
Mstep: Class 26 contains 16808 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 90314 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34564 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17476 members 
Mstep: Class 37 contains 7162 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98384 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 9925 members 
Mstep: Class 44 contains 82440 members 
Mstep: Class 45 contains 125614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745584.000000 Penalty: 99821.273438
Iteration 349Q: 45 clusters Score -1.417456e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33740 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36759 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113679 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 109299 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 25530 members 
Mstep: Class 15 contains 126794 members 
Mstep: Class 16 contains 15397 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 86359 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35094 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 8351 members 
Mstep: Class 26 contains 16799 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 90427 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34599 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17477 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98600 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 9646 members 
Mstep: Class 44 contains 82322 members 
Mstep: Class 45 contains 125544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745520.000000 Penalty: 99821.273438
Iteration 350Q: 45 clusters Score -1.417455e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33741 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36785 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113706 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14521 members 
Mstep: Class 11 contains 109327 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 25583 members 
Mstep: Class 15 contains 126804 members 
Mstep: Class 16 contains 15322 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 86389 members 
Mstep: Class 20 contains 13740 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35066 members 
Mstep: Class 24 contains 12119 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 16794 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 90514 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34634 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17471 members 
Mstep: Class 37 contains 7162 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98843 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 9399 members 
Mstep: Class 44 contains 82242 members 
Mstep: Class 45 contains 125465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745792.000000 Penalty: 99821.273438
Iteration 351Q: 45 clusters Score -1.417458e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33742 members 
Mstep: Class 3 contains 8073 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36806 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113752 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14521 members 
Mstep: Class 11 contains 109335 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 25636 members 
Mstep: Class 15 contains 126808 members 
Mstep: Class 16 contains 15246 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 86414 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35036 members 
Mstep: Class 24 contains 12118 members 
Mstep: Class 25 contains 8348 members 
Mstep: Class 26 contains 16781 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 90607 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34673 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17466 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99107 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 9161 members 
Mstep: Class 44 contains 82171 members 
Mstep: Class 45 contains 125356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745632.000000 Penalty: 99821.273438
Iteration 352Q: 45 clusters Score -1.417456e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33744 members 
Mstep: Class 3 contains 8073 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36823 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113791 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 14521 members 
Mstep: Class 11 contains 109348 members 
Mstep: Class 12 contains 4849 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 25676 members 
Mstep: Class 15 contains 126814 members 
Mstep: Class 16 contains 15167 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 86434 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35018 members 
Mstep: Class 24 contains 12124 members 
Mstep: Class 25 contains 8347 members 
Mstep: Class 26 contains 16775 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 90708 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34701 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17473 members 
Mstep: Class 37 contains 7167 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99336 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 8940 members 
Mstep: Class 44 contains 82084 members 
Mstep: Class 45 contains 125268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745792.000000 Penalty: 99821.273438
Iteration 353Q: 45 clusters Score -1.417458e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33751 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36826 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113832 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 109351 members 
Mstep: Class 12 contains 4845 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 126819 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 86458 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34999 members 
Mstep: Class 24 contains 12132 members 
Mstep: Class 25 contains 8347 members 
Mstep: Class 26 contains 16759 members 
Mstep: Class 27 contains 1892 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 90818 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34739 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17481 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99570 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 8718 members 
Mstep: Class 44 contains 81973 members 
Mstep: Class 45 contains 125215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745808.000000 Penalty: 99821.273438
Iteration 354Q: 45 clusters Score -1.417458e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33760 members 
Mstep: Class 3 contains 8071 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36829 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113860 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109363 members 
Mstep: Class 12 contains 4845 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 25721 members 
Mstep: Class 15 contains 126823 members 
Mstep: Class 16 contains 14963 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 86475 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34988 members 
Mstep: Class 24 contains 12135 members 
Mstep: Class 25 contains 8348 members 
Mstep: Class 26 contains 16757 members 
Mstep: Class 27 contains 1892 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 90928 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34767 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17487 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 99823 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 8484 members 
Mstep: Class 44 contains 81926 members 
Mstep: Class 45 contains 125124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745552.000000 Penalty: 99821.273438
Iteration 355Q: 45 clusters Score -1.417456e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33767 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36836 members 
Mstep: Class 6 contains 2987 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113926 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 109378 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 25731 members 
Mstep: Class 15 contains 126839 members 
Mstep: Class 16 contains 14843 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 86486 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34992 members 
Mstep: Class 24 contains 12137 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 16747 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91016 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34793 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17492 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100089 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 8245 members 
Mstep: Class 44 contains 81840 members 
Mstep: Class 45 contains 125042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745712.000000 Penalty: 99821.273438
Iteration 356Q: 45 clusters Score -1.417457e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33772 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36850 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113986 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 109412 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 25739 members 
Mstep: Class 15 contains 126827 members 
Mstep: Class 16 contains 14752 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 86492 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34971 members 
Mstep: Class 24 contains 12139 members 
Mstep: Class 25 contains 8350 members 
Mstep: Class 26 contains 16737 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91114 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34812 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17488 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100350 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 8022 members 
Mstep: Class 44 contains 81756 members 
Mstep: Class 45 contains 124976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746016.000000 Penalty: 99821.273438
Iteration 357Q: 45 clusters Score -1.41746e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33777 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36858 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 114045 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 109440 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 25746 members 
Mstep: Class 15 contains 126847 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 86492 members 
Mstep: Class 20 contains 13739 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34975 members 
Mstep: Class 24 contains 12141 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16720 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34831 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17494 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100596 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7792 members 
Mstep: Class 44 contains 81702 members 
Mstep: Class 45 contains 124868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745904.000000 Penalty: 99821.273438
Iteration 358Q: 45 clusters Score -1.417459e+08 nChanged 1510
Entering ConstructFrom: 
Score: -141745904.000000 Penalty: 99821.273438
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14755.037109 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14755.04 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15245.675781 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15245.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15504.202148 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15664.131836 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -15664.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15698.663086 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15698.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15710.299805 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15710.699219 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15710.699219 Penalty: 1892.489868
	Iteration 7F: 3 clusters Score -15710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 114102 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109452 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 126877 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 86488 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16703 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91340 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34857 members 
Mstep: Class 34 contains 207 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17499 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100790 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7568 members 
Mstep: Class 44 contains 81668 members 
Mstep: Class 45 contains 124789 members 
Entering Unmasked Estep 
Score: -141744832.000000 Penalty: 102089.937500
Splitting cluster 1 changes total score from -141745904.000000 to -141744832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Entering Unmasked Estep 
Score: -4196198.000000 Penalty: 1694.508179
	Iteration 0F: 2 clusters Score -4196198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4173490.750000 Penalty: 3389.016357
	Iteration 0F: 3 clusters Score -4173491 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4182279.500000 Penalty: 3389.016357
	Iteration 1F: 3 clusters Score -4182280 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4183115.000000 Penalty: 3389.016357
	Iteration 2F: 3 clusters Score -4183115 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4184056.250000 Penalty: 3389.016357
	Iteration 3F: 3 clusters Score -4184056 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4185032.500000 Penalty: 3389.016357
	Iteration 4F: 3 clusters Score -4185032 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4186023.250000 Penalty: 3389.016357
	Iteration 5F: 3 clusters Score -4186023 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4186912.500000 Penalty: 3389.016357
	Iteration 6F: 3 clusters Score -4186912 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4187733.000000 Penalty: 3389.016357
	Iteration 7Q: 3 clusters Score -4187733 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -4188498.250000 Penalty: 3389.016357
	Iteration 8Q: 3 clusters Score -4188498 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4189345.500000 Penalty: 3389.016357
	Iteration 9Q: 3 clusters Score -4189346 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4190268.500000 Penalty: 3389.016357
	Iteration 10Q: 3 clusters Score -4190268 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4191093.000000 Penalty: 3389.016357
	Iteration 11Q: 3 clusters Score -4191093 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4191712.250000 Penalty: 3389.016357
	Iteration 12Q: 3 clusters Score -4191712 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4192146.750000 Penalty: 3389.016357
	Iteration 13Q: 3 clusters Score -4192147 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -4192509.000000 Penalty: 3389.016357
	Iteration 14Q: 3 clusters Score -4192509 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4192803.750000 Penalty: 3389.016357
	Iteration 15Q: 3 clusters Score -4192804 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -4193091.000000 Penalty: 3389.016357
	Iteration 16Q: 3 clusters Score -4193091 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -4193320.000000 Penalty: 3389.016357
	Iteration 17Q: 3 clusters Score -4193320 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4193511.750000 Penalty: 3389.016357
	Iteration 18Q: 3 clusters Score -4193512 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4193686.000000 Penalty: 3389.016357
	Iteration 19Q: 3 clusters Score -4193686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4193835.000000 Penalty: 3389.016357
	Iteration 20F: 3 clusters Score -4193835 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4193935.250000 Penalty: 3389.016357
	Iteration 21Q: 3 clusters Score -4193935 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4194058.500000 Penalty: 3389.016357
	Iteration 22Q: 3 clusters Score -4194058 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4194169.500000 Penalty: 3389.016357
	Iteration 23Q: 3 clusters Score -4194170 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4194259.250000 Penalty: 3389.016357
	Iteration 24Q: 3 clusters Score -4194259 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4194333.500000 Penalty: 3389.016357
	Iteration 25Q: 3 clusters Score -4194334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4194409.000000 Penalty: 3389.016357
	Iteration 26Q: 3 clusters Score -4194409 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4194474.000000 Penalty: 3389.016357
	Iteration 27Q: 3 clusters Score -4194474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4194532.000000 Penalty: 3389.016357
	Iteration 28Q: 3 clusters Score -4194532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4194588.000000 Penalty: 3389.016357
	Iteration 29Q: 3 clusters Score -4194588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4194618.500000 Penalty: 3389.016357
	Iteration 30Q: 3 clusters Score -4194618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4194653.500000 Penalty: 3389.016357
	Iteration 31Q: 3 clusters Score -4194654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4194682.500000 Penalty: 3389.016357
	Iteration 32Q: 3 clusters Score -4194682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4194720.500000 Penalty: 3389.016357
	Iteration 33Q: 3 clusters Score -4194720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4194735.000000 Penalty: 3389.016357
	Iteration 34Q: 3 clusters Score -4194735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4194759.000000 Penalty: 3389.016357
	Iteration 35Q: 3 clusters Score -4194759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4194777.500000 Penalty: 3389.016357
	Iteration 36Q: 3 clusters Score -4194778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -4194793.000000 Penalty: 3389.016357
	Iteration 37Q: 3 clusters Score -4194793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4194801.000000 Penalty: 3389.016357
	Iteration 38Q: 3 clusters Score -4194801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4194812.000000 Penalty: 3389.016357
	Iteration 39Q: 3 clusters Score -4194812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4194815.000000 Penalty: 3389.016357
	Iteration 40F: 3 clusters Score -4194815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4194816.500000 Penalty: 3389.016357
	Iteration 41Q: 3 clusters Score -4194816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4194819.000000 Penalty: 3389.016357
	Iteration 42Q: 3 clusters Score -4194819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4194820.000000 Penalty: 3389.016357
	Iteration 43Q: 3 clusters Score -4194820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4194832.500000 Penalty: 3389.016357
	Iteration 44Q: 3 clusters Score -4194832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4194829.000000 Penalty: 3389.016357
	Iteration 45Q: 3 clusters Score -4194829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4194840.500000 Penalty: 3389.016357
	Iteration 46Q: 3 clusters Score -4194840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4194842.000000 Penalty: 3389.016357
	Iteration 47Q: 3 clusters Score -4194842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4194848.000000 Penalty: 3389.016357
	Iteration 48Q: 3 clusters Score -4194848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4194848.500000 Penalty: 3389.016357
	Iteration 49Q: 3 clusters Score -4194848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4194851.500000 Penalty: 3389.016357
	Iteration 50Q: 3 clusters Score -4194852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4194851.000000 Penalty: 3389.016357
	Iteration 51Q: 3 clusters Score -4194851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -4194856.000000 Penalty: 3389.016357
	Iteration 52Q: 3 clusters Score -4194856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4194863.500000 Penalty: 3389.016357
	Iteration 53Q: 3 clusters Score -4194864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4194864.500000 Penalty: 3389.016357
	Iteration 54Q: 3 clusters Score -4194864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -4194867.000000 Penalty: 3389.016357
	Iteration 55Q: 3 clusters Score -4194867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4194870.000000 Penalty: 3389.016357
	Iteration 56Q: 3 clusters Score -4194870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -4194865.500000 Penalty: 3389.016357
	Iteration 57Q: 3 clusters Score -4194866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4194867.000000 Penalty: 3389.016357
	Iteration 58Q: 3 clusters Score -4194867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4194869.000000 Penalty: 3389.016357
	Iteration 59Q: 3 clusters Score -4194869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4194869.000000 Penalty: 3389.016357
	Iteration 60F: 3 clusters Score -4194869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4194868.000000 Penalty: 3389.016357
	Iteration 61Q: 3 clusters Score -4194868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4194868.000000 Penalty: 3389.016357
	Iteration 62F: 3 clusters Score -4194868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Entering Unmasked Estep 
Score: -993252.562500 Penalty: 1461.835205
	Iteration 0F: 2 clusters Score -993252.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -987315.625000 Penalty: 2923.670410
	Iteration 0F: 3 clusters Score -987315.6 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -989257.625000 Penalty: 2923.670410
	Iteration 1F: 3 clusters Score -989257.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -989627.187500 Penalty: 2923.670410
	Iteration 2F: 3 clusters Score -989627.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -989988.875000 Penalty: 2923.670410
	Iteration 3F: 3 clusters Score -989988.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -990316.062500 Penalty: 2923.670410
	Iteration 4F: 3 clusters Score -990316.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -990589.437500 Penalty: 2923.670410
	Iteration 5F: 3 clusters Score -990589.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -990819.437500 Penalty: 2923.670410
	Iteration 6Q: 3 clusters Score -990819.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -991004.937500 Penalty: 2923.670410
	Iteration 7Q: 3 clusters Score -991004.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -991166.187500 Penalty: 2923.670410
	Iteration 8Q: 3 clusters Score -991166.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -991292.250000 Penalty: 2923.670410
	Iteration 9Q: 3 clusters Score -991292.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -991409.437500 Penalty: 2923.670410
	Iteration 10Q: 3 clusters Score -991409.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -991509.187500 Penalty: 2923.670410
	Iteration 11Q: 3 clusters Score -991509.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -991606.437500 Penalty: 2923.670410
	Iteration 12Q: 3 clusters Score -991606.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -991678.625000 Penalty: 2923.670410
	Iteration 13Q: 3 clusters Score -991678.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -991736.437500 Penalty: 2923.670410
	Iteration 14Q: 3 clusters Score -991736.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -991769.750000 Penalty: 2923.670410
	Iteration 15Q: 3 clusters Score -991769.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -991803.750000 Penalty: 2923.670410
	Iteration 16Q: 3 clusters Score -991803.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -991831.500000 Penalty: 2923.670410
	Iteration 17Q: 3 clusters Score -991831.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -991865.562500 Penalty: 2923.670410
	Iteration 18Q: 3 clusters Score -991865.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -991896.187500 Penalty: 2923.670410
	Iteration 19Q: 3 clusters Score -991896.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -991909.687500 Penalty: 2923.670410
	Iteration 20F: 3 clusters Score -991909.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -991917.187500 Penalty: 2923.670410
	Iteration 21Q: 3 clusters Score -991917.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -991923.937500 Penalty: 2923.670410
	Iteration 22Q: 3 clusters Score -991923.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -991929.500000 Penalty: 2923.670410
	Iteration 23Q: 3 clusters Score -991929.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -991936.312500 Penalty: 2923.670410
	Iteration 24Q: 3 clusters Score -991936.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -991940.562500 Penalty: 2923.670410
	Iteration 25Q: 3 clusters Score -991940.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -991942.937500 Penalty: 2923.670410
	Iteration 26Q: 3 clusters Score -991942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -991944.250000 Penalty: 2923.670410
	Iteration 27Q: 3 clusters Score -991944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -991947.562500 Penalty: 2923.670410
	Iteration 28Q: 3 clusters Score -991947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -991947.812500 Penalty: 2923.670410
	Iteration 29Q: 3 clusters Score -991947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -991947.750000 Penalty: 2923.670410
	Iteration 30Q: 3 clusters Score -991947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -991948.750000 Penalty: 2923.670410
	Iteration 31Q: 3 clusters Score -991948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -991948.750000 Penalty: 2923.670410
	Iteration 32F: 3 clusters Score -991948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30825.941406 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30825.94 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31118.173828 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31118.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31266.197266 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31266.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31331.525391 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -31331.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31408.521484 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31408.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31492.683594 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31492.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31562.964844 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -31562.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -31579.777344 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -31579.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31584.212891 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -31584.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31589.628906 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -31589.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31589.628906 Penalty: 1905.680176
	Iteration 10F: 3 clusters Score -31589.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Entering Unmasked Estep 
Score: -4664886.500000 Penalty: 1708.694824
	Iteration 0F: 2 clusters Score -4664886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4640144.000000 Penalty: 3417.389648
	Iteration 0F: 3 clusters Score -4640144 nChanged 17056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4649813.000000 Penalty: 3417.389648
	Iteration 1F: 3 clusters Score -4649813 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4650371.500000 Penalty: 3417.389648
	Iteration 2Q: 3 clusters Score -4650372 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4650934.000000 Penalty: 3417.389648
	Iteration 3Q: 3 clusters Score -4650934 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4651558.000000 Penalty: 3417.389648
	Iteration 4Q: 3 clusters Score -4651558 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4652374.500000 Penalty: 3417.389648
	Iteration 5Q: 3 clusters Score -4652374 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4653223.000000 Penalty: 3417.389648
	Iteration 6Q: 3 clusters Score -4653223 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4654193.500000 Penalty: 3417.389648
	Iteration 7Q: 3 clusters Score -4654194 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4655218.000000 Penalty: 3417.389648
	Iteration 8F: 3 clusters Score -4655218 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4656298.000000 Penalty: 3417.389648
	Iteration 9Q: 3 clusters Score -4656298 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4657179.500000 Penalty: 3417.389648
	Iteration 10Q: 3 clusters Score -4657180 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4657735.000000 Penalty: 3417.389648
	Iteration 11Q: 3 clusters Score -4657735 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4658062.000000 Penalty: 3417.389648
	Iteration 12Q: 3 clusters Score -4658062 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4658294.500000 Penalty: 3417.389648
	Iteration 13Q: 3 clusters Score -4658294 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4658471.000000 Penalty: 3417.389648
	Iteration 14Q: 3 clusters Score -4658471 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4658591.500000 Penalty: 3417.389648
	Iteration 15Q: 3 clusters Score -4658592 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4658741.000000 Penalty: 3417.389648
	Iteration 16Q: 3 clusters Score -4658741 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4658911.500000 Penalty: 3417.389648
	Iteration 17Q: 3 clusters Score -4658912 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4659047.000000 Penalty: 3417.389648
	Iteration 18Q: 3 clusters Score -4659047 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4659232.000000 Penalty: 3417.389648
	Iteration 19Q: 3 clusters Score -4659232 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4659407.000000 Penalty: 3417.389648
	Iteration 20F: 3 clusters Score -4659407 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4659611.500000 Penalty: 3417.389648
	Iteration 21Q: 3 clusters Score -4659612 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4659759.000000 Penalty: 3417.389648
	Iteration 22Q: 3 clusters Score -4659759 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4659902.500000 Penalty: 3417.389648
	Iteration 23Q: 3 clusters Score -4659902 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4660039.500000 Penalty: 3417.389648
	Iteration 24Q: 3 clusters Score -4660040 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4660176.500000 Penalty: 3417.389648
	Iteration 25Q: 3 clusters Score -4660176 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4660270.500000 Penalty: 3417.389648
	Iteration 26Q: 3 clusters Score -4660270 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4660345.000000 Penalty: 3417.389648
	Iteration 27Q: 3 clusters Score -4660345 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4660399.000000 Penalty: 3417.389648
	Iteration 28Q: 3 clusters Score -4660399 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4660448.500000 Penalty: 3417.389648
	Iteration 29Q: 3 clusters Score -4660448 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4660499.500000 Penalty: 3417.389648
	Iteration 30Q: 3 clusters Score -4660500 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4660527.000000 Penalty: 3417.389648
	Iteration 31Q: 3 clusters Score -4660527 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4660581.000000 Penalty: 3417.389648
	Iteration 32Q: 3 clusters Score -4660581 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4660604.000000 Penalty: 3417.389648
	Iteration 33Q: 3 clusters Score -4660604 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4660653.500000 Penalty: 3417.389648
	Iteration 34Q: 3 clusters Score -4660654 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4660694.500000 Penalty: 3417.389648
	Iteration 35Q: 3 clusters Score -4660694 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4660703.500000 Penalty: 3417.389648
	Iteration 36Q: 3 clusters Score -4660704 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4660713.500000 Penalty: 3417.389648
	Iteration 37Q: 3 clusters Score -4660714 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4660745.500000 Penalty: 3417.389648
	Iteration 38Q: 3 clusters Score -4660746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4660784.500000 Penalty: 3417.389648
	Iteration 39Q: 3 clusters Score -4660784 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4660816.500000 Penalty: 3417.389648
	Iteration 40F: 3 clusters Score -4660816 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4660847.500000 Penalty: 3417.389648
	Iteration 41Q: 3 clusters Score -4660848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4660876.500000 Penalty: 3417.389648
	Iteration 42Q: 3 clusters Score -4660876 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4660900.500000 Penalty: 3417.389648
	Iteration 43Q: 3 clusters Score -4660900 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4660944.000000 Penalty: 3417.389648
	Iteration 44Q: 3 clusters Score -4660944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4660946.500000 Penalty: 3417.389648
	Iteration 45Q: 3 clusters Score -4660946 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4660971.000000 Penalty: 3417.389648
	Iteration 46Q: 3 clusters Score -4660971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4661004.000000 Penalty: 3417.389648
	Iteration 47Q: 3 clusters Score -4661004 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4661015.000000 Penalty: 3417.389648
	Iteration 48Q: 3 clusters Score -4661015 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4661049.000000 Penalty: 3417.389648
	Iteration 49Q: 3 clusters Score -4661049 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4661052.000000 Penalty: 3417.389648
	Iteration 50Q: 3 clusters Score -4661052 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -4661092.000000 Penalty: 3417.389648
	Iteration 51Q: 3 clusters Score -4661092 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4661104.500000 Penalty: 3417.389648
	Iteration 52Q: 3 clusters Score -4661104 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4661114.500000 Penalty: 3417.389648
	Iteration 53Q: 3 clusters Score -4661114 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4661139.500000 Penalty: 3417.389648
	Iteration 54Q: 3 clusters Score -4661140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -4661171.500000 Penalty: 3417.389648
	Iteration 55Q: 3 clusters Score -4661172 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4661179.000000 Penalty: 3417.389648
	Iteration 56Q: 3 clusters Score -4661179 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4661243 nChanged 154
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Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 25354 members 
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Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4661316 nChanged 144
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Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 26307 members 
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Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 28590 members 
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Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4661880 nChanged 269
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Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4661977 nChanged 208
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Mstep: Class 1 contains 7091 members 
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Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 29999 members 
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Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4662175 nChanged 176
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Mstep: Class 1 contains 6230 members 
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Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 30793 members 
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Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 30957 members 
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 31118 members 
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Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 31279 members 
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 31417 members 
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Mstep: Class 1 contains 5308 members 
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Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 31704 members 
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Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 31853 members 
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Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 32002 members 
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	Iteration 96Q: 3 clusters Score -4662432 nChanged 144
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Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 32146 members 
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	Iteration 97Q: 3 clusters Score -4662477 nChanged 151
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Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 32297 members 
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	Iteration 98Q: 3 clusters Score -4662500 nChanged 139
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Mstep: Class 1 contains 4430 members 
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	Iteration 99Q: 3 clusters Score -4662527 nChanged 146
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Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4662544 nChanged 156
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Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 32738 members 
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	Iteration 101Q: 3 clusters Score -4662584 nChanged 145
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Mstep: Class 1 contains 3985 members 
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	Iteration 102Q: 3 clusters Score -4662620 nChanged 145
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Mstep: Class 1 contains 3840 members 
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	Iteration 103Q: 3 clusters Score -4662638 nChanged 126
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Mstep: Class 1 contains 3714 members 
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Mstep: Class 1 contains 3585 members 
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Mstep: Class 1 contains 3452 members 
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	Iteration 106Q: 3 clusters Score -4662702 nChanged 133
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Mstep: Class 1 contains 3319 members 
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	Iteration 107Q: 3 clusters Score -4662713 nChanged 153
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Mstep: Class 1 contains 3166 members 
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	Iteration 108Q: 3 clusters Score -4662748 nChanged 144
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Mstep: Class 1 contains 3022 members 
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	Iteration 109Q: 3 clusters Score -4662774 nChanged 138
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Mstep: Class 1 contains 2884 members 
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	Iteration 110Q: 3 clusters Score -4662811 nChanged 138
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Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 34120 members 
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	Iteration 111Q: 3 clusters Score -4662866 nChanged 138
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Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 34256 members 
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	Iteration 112Q: 3 clusters Score -4662916 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2494 members 
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	Iteration 113Q: 3 clusters Score -4662944 nChanged 123
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Mstep: Class 1 contains 2371 members 
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	Iteration 114Q: 3 clusters Score -4662990 nChanged 116
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34611 members 
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	Iteration 115Q: 3 clusters Score -4663025 nChanged 102
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Mstep: Class 1 contains 2153 members 
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	Iteration 116Q: 3 clusters Score -4663065 nChanged 91
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Mstep: Class 1 contains 2062 members 
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	Iteration 117Q: 3 clusters Score -4663081 nChanged 82
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Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 34886 members 
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	Iteration 118Q: 3 clusters Score -4663085 nChanged 75
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Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 34959 members 
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	Iteration 119Q: 3 clusters Score -4663096 nChanged 78
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Mstep: Class 1 contains 1831 members 
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	Iteration 120F: 3 clusters Score -4663137 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4663152 nChanged 58
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Mstep: Class 1 contains 1709 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4663172 nChanged 49
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Mstep: Class 1 contains 1660 members 
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	Iteration 123Q: 3 clusters Score -4663200 nChanged 51
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	Iteration 124Q: 3 clusters Score -4663205 nChanged 55
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Mstep: Class 1 contains 1558 members 
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	Iteration 125Q: 3 clusters Score -4663222 nChanged 53
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Mstep: Class 1 contains 1507 members 
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	Iteration 126Q: 3 clusters Score -4663242 nChanged 53
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	Iteration 127Q: 3 clusters Score -4663273 nChanged 48
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	Iteration 128Q: 3 clusters Score -4663282 nChanged 48
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Mstep: Class 1 contains 1362 members 
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	Iteration 129Q: 3 clusters Score -4663300 nChanged 53
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Mstep: Class 1 contains 1309 members 
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	Iteration 130Q: 3 clusters Score -4663321 nChanged 47
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Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 35598 members 
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	Iteration 131Q: 3 clusters Score -4663340 nChanged 31
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Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 35627 members 
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	Iteration 132Q: 3 clusters Score -4663344 nChanged 38
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Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35659 members 
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	Iteration 133Q: 3 clusters Score -4663360 nChanged 30
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	Iteration 134Q: 3 clusters Score -4663366 nChanged 26
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	Iteration 135Q: 3 clusters Score -4663374 nChanged 25
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	Iteration 136Q: 3 clusters Score -4663385 nChanged 21
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	Iteration 137Q: 3 clusters Score -4663386 nChanged 19
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	Iteration 138Q: 3 clusters Score -4663387 nChanged 17
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	Iteration 139Q: 3 clusters Score -4663398 nChanged 15
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4663401 nChanged 17
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	Iteration 141Q: 3 clusters Score -4663405 nChanged 14
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Mstep: Class 2 contains 35821 members 
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	Iteration 142Q: 3 clusters Score -4663400 nChanged 13
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Mstep: Class 1 contains 1032 members 
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	Iteration 143Q: 3 clusters Score -4663405 nChanged 13
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Mstep: Class 1 contains 1019 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4663412 nChanged 11
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Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4663417 nChanged 10
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	Iteration 146Q: 3 clusters Score -4663420 nChanged 8
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Mstep: Class 1 contains 992 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4663431 nChanged 6
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4663430 nChanged 7
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Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35887 members 
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	Iteration 149Q: 3 clusters Score -4663431 nChanged 10
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4663440 nChanged 17
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Entering Unmasked Estep 
Score: -4663451.500000 Penalty: 3417.389648
	Iteration 151Q: 3 clusters Score -4663452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4663458.000000 Penalty: 3417.389648
	Iteration 152Q: 3 clusters Score -4663458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4663460.000000 Penalty: 3417.389648
	Iteration 153Q: 3 clusters Score -4663460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4663461.500000 Penalty: 3417.389648
	Iteration 154Q: 3 clusters Score -4663462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -4663462.000000 Penalty: 3417.389648
	Iteration 155Q: 3 clusters Score -4663462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4663460.500000 Penalty: 3417.389648
	Iteration 156Q: 3 clusters Score -4663460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4663463.000000 Penalty: 3417.389648
	Iteration 157Q: 3 clusters Score -4663463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4663465.500000 Penalty: 3417.389648
	Iteration 158Q: 3 clusters Score -4663466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4663462.500000 Penalty: 3417.389648
	Iteration 159Q: 3 clusters Score -4663462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4663463.000000 Penalty: 3417.389648
	Iteration 160F: 3 clusters Score -4663463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4663465.500000 Penalty: 3417.389648
	Iteration 161Q: 3 clusters Score -4663466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4663478.000000 Penalty: 3417.389648
	Iteration 162Q: 3 clusters Score -4663478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4663475.000000 Penalty: 3417.389648
	Iteration 163Q: 3 clusters Score -4663475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4663473.000000 Penalty: 3417.389648
	Iteration 164Q: 3 clusters Score -4663473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4663473.500000 Penalty: 3417.389648
	Iteration 165Q: 3 clusters Score -4663474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4663478.500000 Penalty: 3417.389648
	Iteration 166Q: 3 clusters Score -4663478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4663480.500000 Penalty: 3417.389648
	Iteration 167Q: 3 clusters Score -4663480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4663478.500000 Penalty: 3417.389648
	Iteration 168Q: 3 clusters Score -4663478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4663487.000000 Penalty: 3417.389648
	Iteration 169Q: 3 clusters Score -4663487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4663492.000000 Penalty: 3417.389648
	Iteration 170Q: 3 clusters Score -4663492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4663490.500000 Penalty: 3417.389648
	Iteration 171Q: 3 clusters Score -4663490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4663494.000000 Penalty: 3417.389648
	Iteration 172Q: 3 clusters Score -4663494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4663498.500000 Penalty: 3417.389648
	Iteration 173Q: 3 clusters Score -4663498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4663494.000000 Penalty: 3417.389648
	Iteration 174Q: 3 clusters Score -4663494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4663495.000000 Penalty: 3417.389648
	Iteration 175Q: 3 clusters Score -4663495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4663492.000000 Penalty: 3417.389648
	Iteration 176Q: 3 clusters Score -4663492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4663503.000000 Penalty: 3417.389648
	Iteration 177Q: 3 clusters Score -4663503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4663508.500000 Penalty: 3417.389648
	Iteration 178Q: 3 clusters Score -4663508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4663506.000000 Penalty: 3417.389648
	Iteration 179Q: 3 clusters Score -4663506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4663506.500000 Penalty: 3417.389648
	Iteration 180F: 3 clusters Score -4663506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4663508.500000 Penalty: 3417.389648
	Iteration 181Q: 3 clusters Score -4663508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4663507.000000 Penalty: 3417.389648
	Iteration 182Q: 3 clusters Score -4663507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -4663509.500000 Penalty: 3417.389648
	Iteration 183Q: 3 clusters Score -4663510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4663512.500000 Penalty: 3417.389648
	Iteration 184Q: 3 clusters Score -4663512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4663515.500000 Penalty: 3417.389648
	Iteration 185Q: 3 clusters Score -4663516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4663515.500000 Penalty: 3417.389648
	Iteration 186F: 3 clusters Score -4663516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -351690.218750 Penalty: 1299.620239
	Iteration 0F: 2 clusters Score -351690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -349051.562500 Penalty: 2599.240479
	Iteration 0F: 3 clusters Score -349051.6 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -349790.250000 Penalty: 2599.240479
	Iteration 1F: 3 clusters Score -349790.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -350020.625000 Penalty: 2599.240479
	Iteration 2F: 3 clusters Score -350020.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -350180.500000 Penalty: 2599.240479
	Iteration 3F: 3 clusters Score -350180.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -350335.437500 Penalty: 2599.240479
	Iteration 4F: 3 clusters Score -350335.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -350489.593750 Penalty: 2599.240479
	Iteration 5F: 3 clusters Score -350489.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -350630.906250 Penalty: 2599.240479
	Iteration 6F: 3 clusters Score -350630.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -350744.218750 Penalty: 2599.240479
	Iteration 7Q: 3 clusters Score -350744.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -350839.375000 Penalty: 2599.240479
	Iteration 8Q: 3 clusters Score -350839.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -350920.375000 Penalty: 2599.240479
	Iteration 9Q: 3 clusters Score -350920.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -350974.937500 Penalty: 2599.240479
	Iteration 10Q: 3 clusters Score -350974.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -351016.468750 Penalty: 2599.240479
	Iteration 11Q: 3 clusters Score -351016.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -351039.906250 Penalty: 2599.240479
	Iteration 12Q: 3 clusters Score -351039.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -351051.843750 Penalty: 2599.240479
	Iteration 13Q: 3 clusters Score -351051.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -351061.156250 Penalty: 2599.240479
	Iteration 14Q: 3 clusters Score -351061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -351066.031250 Penalty: 2599.240479
	Iteration 15Q: 3 clusters Score -351066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -351074.250000 Penalty: 2599.240479
	Iteration 16Q: 3 clusters Score -351074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -351080.156250 Penalty: 2599.240479
	Iteration 17Q: 3 clusters Score -351080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -351082.625000 Penalty: 2599.240479
	Iteration 18Q: 3 clusters Score -351082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -351082.625000 Penalty: 2599.240479
	Iteration 19F: 3 clusters Score -351082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30889.474609 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -30889.47 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31315.044922 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31315.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31460.707031 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31460.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31582.357422 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -31582.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31604.015625 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -31604.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31614.302734 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31620.339844 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -31620.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31625.595703 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -31625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31627.359375 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -31627.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31627.910156 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -31627.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31627.910156 Penalty: 1964.626709
	Iteration 10F: 3 clusters Score -31627.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (114102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Entering Unmasked Estep 
Score: -14327066.000000 Penalty: 1892.287720
	Iteration 0F: 2 clusters Score -1.432707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -14253219.000000 Penalty: 3784.575439
	Iteration 0F: 3 clusters Score -1.425322e+07 nChanged 54980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -14285215.000000 Penalty: 3784.575439
	Iteration 1F: 3 clusters Score -1.428522e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -14286210.000000 Penalty: 3784.575439
	Iteration 2Q: 3 clusters Score -1.428621e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -14287454.000000 Penalty: 3784.575439
	Iteration 3Q: 3 clusters Score -1.428745e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -14289184.000000 Penalty: 3784.575439
	Iteration 4Q: 3 clusters Score -1.428918e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -14291706.000000 Penalty: 3784.575439
	Iteration 5Q: 3 clusters Score -1.429171e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -14295573.000000 Penalty: 3784.575439
	Iteration 6F: 3 clusters Score -1.429557e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -14300920.000000 Penalty: 3784.575439
	Iteration 7F: 3 clusters Score -1.430092e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -14306822.000000 Penalty: 3784.575439
	Iteration 8F: 3 clusters Score -1.430682e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -14310740.000000 Penalty: 3784.575439
	Iteration 9F: 3 clusters Score -1.431074e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -14313065.000000 Penalty: 3784.575439
	Iteration 10Q: 3 clusters Score -1.431306e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -14314399.000000 Penalty: 3784.575439
	Iteration 11Q: 3 clusters Score -1.43144e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -14315542.000000 Penalty: 3784.575439
	Iteration 12Q: 3 clusters Score -1.431554e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
Score: -14316617.000000 Penalty: 3784.575439
	Iteration 13Q: 3 clusters Score -1.431662e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -14317815.000000 Penalty: 3784.575439
	Iteration 14Q: 3 clusters Score -1.431782e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -14319034.000000 Penalty: 3784.575439
	Iteration 15Q: 3 clusters Score -1.431903e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -14320265.000000 Penalty: 3784.575439
	Iteration 16Q: 3 clusters Score -1.432026e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -14321462.000000 Penalty: 3784.575439
	Iteration 17Q: 3 clusters Score -1.432146e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -14322544.000000 Penalty: 3784.575439
	Iteration 18Q: 3 clusters Score -1.432254e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -14323409.000000 Penalty: 3784.575439
	Iteration 19Q: 3 clusters Score -1.432341e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -14324004.000000 Penalty: 3784.575439
	Iteration 20F: 3 clusters Score -1.4324e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -14324519.000000 Penalty: 3784.575439
	Iteration 21Q: 3 clusters Score -1.432452e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 111726 members 
Entering Unmasked Estep 
Score: -14324801.000000 Penalty: 3784.575439
	Iteration 22Q: 3 clusters Score -1.43248e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -14325026.000000 Penalty: 3784.575439
	Iteration 23Q: 3 clusters Score -1.432503e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -14325163.000000 Penalty: 3784.575439
	Iteration 24Q: 3 clusters Score -1.432516e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -14325253.000000 Penalty: 3784.575439
	Iteration 25Q: 3 clusters Score -1.432525e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 113410 members 
Entering Unmasked Estep 
Score: -14325322.000000 Penalty: 3784.575439
	Iteration 26Q: 3 clusters Score -1.432532e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -14325378.000000 Penalty: 3784.575439
	Iteration 27Q: 3 clusters Score -1.432538e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -14325431.000000 Penalty: 3784.575439
	Iteration 28Q: 3 clusters Score -1.432543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 113670 members 
Entering Unmasked Estep 
Score: -14325439.000000 Penalty: 3784.575439
	Iteration 29Q: 3 clusters Score -1.432544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -14325439.000000 Penalty: 3784.575439
	Iteration 30Q: 3 clusters Score -1.432544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -14325455.000000 Penalty: 3784.575439
	Iteration 31Q: 3 clusters Score -1.432546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -14325467.000000 Penalty: 3784.575439
	Iteration 32Q: 3 clusters Score -1.432547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 113759 members 
Entering Unmasked Estep 
Score: -14325491.000000 Penalty: 3784.575439
	Iteration 33Q: 3 clusters Score -1.432549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -14325490.000000 Penalty: 3784.575439
	Iteration 34Q: 3 clusters Score -1.432549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -14325506.000000 Penalty: 3784.575439
	Iteration 35Q: 3 clusters Score -1.432551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -14325511.000000 Penalty: 3784.575439
	Iteration 36Q: 3 clusters Score -1.432551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -14325519.000000 Penalty: 3784.575439
	Iteration 37Q: 3 clusters Score -1.432552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -14325512.000000 Penalty: 3784.575439
	Iteration 38Q: 3 clusters Score -1.432551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -14325511.000000 Penalty: 3784.575439
	Iteration 39Q: 3 clusters Score -1.432551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -14325516.000000 Penalty: 3784.575439
	Iteration 40F: 3 clusters Score -1.432552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -14325524.000000 Penalty: 3784.575439
	Iteration 41Q: 3 clusters Score -1.432552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 113808 members 
Entering Unmasked Estep 
Score: -14325519.000000 Penalty: 3784.575439
	Iteration 42Q: 3 clusters Score -1.432552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -14325520.000000 Penalty: 3784.575439
	Iteration 43Q: 3 clusters Score -1.432552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -14325523.000000 Penalty: 3784.575439
	Iteration 44Q: 3 clusters Score -1.432552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -14325525.000000 Penalty: 3784.575439
	Iteration 45Q: 3 clusters Score -1.432552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -14325526.000000 Penalty: 3784.575439
	Iteration 46Q: 3 clusters Score -1.432553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -14325533.000000 Penalty: 3784.575439
	Iteration 47Q: 3 clusters Score -1.432553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -14325535.000000 Penalty: 3784.575439
	Iteration 48Q: 3 clusters Score -1.432554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -14325537.000000 Penalty: 3784.575439
	Iteration 49Q: 3 clusters Score -1.432554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -14325541.000000 Penalty: 3784.575439
	Iteration 50Q: 3 clusters Score -1.432554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -14325543.000000 Penalty: 3784.575439
	Iteration 51Q: 3 clusters Score -1.432554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -14325540.000000 Penalty: 3784.575439
	Iteration 52Q: 3 clusters Score -1.432554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -14325546.000000 Penalty: 3784.575439
	Iteration 53Q: 3 clusters Score -1.432555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -14325557.000000 Penalty: 3784.575439
	Iteration 54Q: 3 clusters Score -1.432556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -14325555.000000 Penalty: 3784.575439
	Iteration 55Q: 3 clusters Score -1.432556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -14325557.000000 Penalty: 3784.575439
	Iteration 56Q: 3 clusters Score -1.432556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -14325566.000000 Penalty: 3784.575439
	Iteration 57Q: 3 clusters Score -1.432557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -14325556.000000 Penalty: 3784.575439
	Iteration 58Q: 3 clusters Score -1.432556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -14325563.000000 Penalty: 3784.575439
	Iteration 59Q: 3 clusters Score -1.432556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -14325563.000000 Penalty: 3784.575439
	Iteration 60F: 3 clusters Score -1.432556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -14325557.000000 Penalty: 3784.575439
	Iteration 61Q: 3 clusters Score -1.432556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -14325562.000000 Penalty: 3784.575439
	Iteration 62Q: 3 clusters Score -1.432556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -14325562.000000 Penalty: 3784.575439
	Iteration 63F: 3 clusters Score -1.432556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Entering Unmasked Estep 
Score: -664831.062500 Penalty: 1401.907471
	Iteration 0F: 2 clusters Score -664831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -660490.062500 Penalty: 2803.814941
	Iteration 0F: 3 clusters Score -660490.1 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -661741.625000 Penalty: 2803.814941
	Iteration 1F: 3 clusters Score -661741.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -662025.500000 Penalty: 2803.814941
	Iteration 2F: 3 clusters Score -662025.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -662266.062500 Penalty: 2803.814941
	Iteration 3F: 3 clusters Score -662266.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -662453.375000 Penalty: 2803.814941
	Iteration 4F: 3 clusters Score -662453.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -662607.250000 Penalty: 2803.814941
	Iteration 5Q: 3 clusters Score -662607.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -662731.000000 Penalty: 2803.814941
	Iteration 6Q: 3 clusters Score -662731 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -662853.187500 Penalty: 2803.814941
	Iteration 7Q: 3 clusters Score -662853.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -662983.062500 Penalty: 2803.814941
	Iteration 8Q: 3 clusters Score -662983.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -663107.375000 Penalty: 2803.814941
	Iteration 9Q: 3 clusters Score -663107.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -663216.500000 Penalty: 2803.814941
	Iteration 10Q: 3 clusters Score -663216.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -663343.500000 Penalty: 2803.814941
	Iteration 11Q: 3 clusters Score -663343.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -663476.500000 Penalty: 2803.814941
	Iteration 12Q: 3 clusters Score -663476.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -663593.625000 Penalty: 2803.814941
	Iteration 13Q: 3 clusters Score -663593.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -663698.187500 Penalty: 2803.814941
	Iteration 14Q: 3 clusters Score -663698.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -663764.937500 Penalty: 2803.814941
	Iteration 15Q: 3 clusters Score -663764.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -663814.562500 Penalty: 2803.814941
	Iteration 16Q: 3 clusters Score -663814.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -663845.750000 Penalty: 2803.814941
	Iteration 17Q: 3 clusters Score -663845.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -663870.875000 Penalty: 2803.814941
	Iteration 18Q: 3 clusters Score -663870.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -663887.375000 Penalty: 2803.814941
	Iteration 19Q: 3 clusters Score -663887.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -663895.375000 Penalty: 2803.814941
	Iteration 20F: 3 clusters Score -663895.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -663900.562500 Penalty: 2803.814941
	Iteration 21Q: 3 clusters Score -663900.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -663903.250000 Penalty: 2803.814941
	Iteration 22Q: 3 clusters Score -663903.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -663906.437500 Penalty: 2803.814941
	Iteration 23Q: 3 clusters Score -663906.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -663909.937500 Penalty: 2803.814941
	Iteration 24Q: 3 clusters Score -663909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -663910.625000 Penalty: 2803.814941
	Iteration 25Q: 3 clusters Score -663910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -663911.812500 Penalty: 2803.814941
	Iteration 26Q: 3 clusters Score -663911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -663910.375000 Penalty: 2803.814941
	Iteration 27Q: 3 clusters Score -663910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -663911.625000 Penalty: 2803.814941
	Iteration 28Q: 3 clusters Score -663911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -663913.500000 Penalty: 2803.814941
	Iteration 29Q: 3 clusters Score -663913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -663914.500000 Penalty: 2803.814941
	Iteration 30Q: 3 clusters Score -663914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -663915.375000 Penalty: 2803.814941
	Iteration 31Q: 3 clusters Score -663915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -663916.062500 Penalty: 2803.814941
	Iteration 32Q: 3 clusters Score -663916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -663917.125000 Penalty: 2803.814941
	Iteration 33Q: 3 clusters Score -663917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -663917.125000 Penalty: 2803.814941
	Iteration 34F: 3 clusters Score -663917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Entering Unmasked Estep 
Score: -1778425.250000 Penalty: 1557.406494
	Iteration 0F: 2 clusters Score -1778425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1768227.875000 Penalty: 3114.812988
	Iteration 0F: 3 clusters Score -1768228 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1771707.375000 Penalty: 3114.812988
	Iteration 1F: 3 clusters Score -1771707 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1772004.375000 Penalty: 3114.812988
	Iteration 2F: 3 clusters Score -1772004 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1772271.500000 Penalty: 3114.812988
	Iteration 3Q: 3 clusters Score -1772272 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1772504.375000 Penalty: 3114.812988
	Iteration 4Q: 3 clusters Score -1772504 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1772705.500000 Penalty: 3114.812988
	Iteration 5Q: 3 clusters Score -1772706 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1772912.250000 Penalty: 3114.812988
	Iteration 6Q: 3 clusters Score -1772912 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1773139.375000 Penalty: 3114.812988
	Iteration 7Q: 3 clusters Score -1773139 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1773424.000000 Penalty: 3114.812988
	Iteration 8Q: 3 clusters Score -1773424 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1773770.000000 Penalty: 3114.812988
	Iteration 9Q: 3 clusters Score -1773770 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1774152.125000 Penalty: 3114.812988
	Iteration 10Q: 3 clusters Score -1774152 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1774580.625000 Penalty: 3114.812988
	Iteration 11Q: 3 clusters Score -1774581 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1774995.625000 Penalty: 3114.812988
	Iteration 12Q: 3 clusters Score -1774996 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1775377.250000 Penalty: 3114.812988
	Iteration 13Q: 3 clusters Score -1775377 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1775711.125000 Penalty: 3114.812988
	Iteration 14Q: 3 clusters Score -1775711 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1776008.250000 Penalty: 3114.812988
	Iteration 15Q: 3 clusters Score -1776008 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1776255.125000 Penalty: 3114.812988
	Iteration 16Q: 3 clusters Score -1776255 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1776447.250000 Penalty: 3114.812988
	Iteration 17Q: 3 clusters Score -1776447 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1776631.250000 Penalty: 3114.812988
	Iteration 18Q: 3 clusters Score -1776631 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1776750.125000 Penalty: 3114.812988
	Iteration 19Q: 3 clusters Score -1776750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1776856.000000 Penalty: 3114.812988
	Iteration 20F: 3 clusters Score -1776856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1776917.000000 Penalty: 3114.812988
	Iteration 21Q: 3 clusters Score -1776917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1776955.875000 Penalty: 3114.812988
	Iteration 22Q: 3 clusters Score -1776956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1776987.375000 Penalty: 3114.812988
	Iteration 23Q: 3 clusters Score -1776987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1777010.125000 Penalty: 3114.812988
	Iteration 24Q: 3 clusters Score -1777010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1777027.750000 Penalty: 3114.812988
	Iteration 25Q: 3 clusters Score -1777028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1777037.625000 Penalty: 3114.812988
	Iteration 26Q: 3 clusters Score -1777038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1777048.875000 Penalty: 3114.812988
	Iteration 27Q: 3 clusters Score -1777049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1777054.250000 Penalty: 3114.812988
	Iteration 28Q: 3 clusters Score -1777054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1777065.000000 Penalty: 3114.812988
	Iteration 29Q: 3 clusters Score -1777065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1777074.750000 Penalty: 3114.812988
	Iteration 30Q: 3 clusters Score -1777075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1777081.500000 Penalty: 3114.812988
	Iteration 31Q: 3 clusters Score -1777082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1777087.625000 Penalty: 3114.812988
	Iteration 32Q: 3 clusters Score -1777088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1777092.375000 Penalty: 3114.812988
	Iteration 33Q: 3 clusters Score -1777092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1777093.125000 Penalty: 3114.812988
	Iteration 34Q: 3 clusters Score -1777093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1777093.375000 Penalty: 3114.812988
	Iteration 35Q: 3 clusters Score -1777093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1777094.000000 Penalty: 3114.812988
	Iteration 36Q: 3 clusters Score -1777094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1777094.875000 Penalty: 3114.812988
	Iteration 37Q: 3 clusters Score -1777095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1777097.375000 Penalty: 3114.812988
	Iteration 38Q: 3 clusters Score -1777097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1777096.750000 Penalty: 3114.812988
	Iteration 39Q: 3 clusters Score -1777097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1777097.625000 Penalty: 3114.812988
	Iteration 40F: 3 clusters Score -1777098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1777098.875000 Penalty: 3114.812988
	Iteration 41Q: 3 clusters Score -1777099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1777098.875000 Penalty: 3114.812988
	Iteration 42F: 3 clusters Score -1777099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Entering Unmasked Estep 
Score: -13775130.000000 Penalty: 1885.526611
	Iteration 0F: 2 clusters Score -1.377513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -13703628.000000 Penalty: 3771.053223
	Iteration 0F: 3 clusters Score -1.370363e+07 nChanged 52518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -13734495.000000 Penalty: 3771.053223
	Iteration 1F: 3 clusters Score -1.37345e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -13735391.000000 Penalty: 3771.053223
	Iteration 2Q: 3 clusters Score -1.373539e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -13736661.000000 Penalty: 3771.053223
	Iteration 3Q: 3 clusters Score -1.373666e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -13738713.000000 Penalty: 3771.053223
	Iteration 4Q: 3 clusters Score -1.373871e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -13741753.000000 Penalty: 3771.053223
	Iteration 5F: 3 clusters Score -1.374175e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -13746477.000000 Penalty: 3771.053223
	Iteration 6F: 3 clusters Score -1.374648e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -13753264.000000 Penalty: 3771.053223
	Iteration 7F: 3 clusters Score -1.375326e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -13760916.000000 Penalty: 3771.053223
	Iteration 8F: 3 clusters Score -1.376092e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -13767331.000000 Penalty: 3771.053223
	Iteration 9F: 3 clusters Score -1.376733e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -13770970.000000 Penalty: 3771.053223
	Iteration 10Q: 3 clusters Score -1.377097e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13772593.000000 Penalty: 3771.053223
	Iteration 11Q: 3 clusters Score -1.377259e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13773114.000000 Penalty: 3771.053223
	Iteration 12Q: 3 clusters Score -1.377311e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13773364.000000 Penalty: 3771.053223
	Iteration 13Q: 3 clusters Score -1.377336e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13773454.000000 Penalty: 3771.053223
	Iteration 14Q: 3 clusters Score -1.377345e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13773489.000000 Penalty: 3771.053223
	Iteration 15Q: 3 clusters Score -1.377349e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13773503.000000 Penalty: 3771.053223
	Iteration 16Q: 3 clusters Score -1.37735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13773525.000000 Penalty: 3771.053223
	Iteration 17Q: 3 clusters Score -1.377352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13773536.000000 Penalty: 3771.053223
	Iteration 18Q: 3 clusters Score -1.377354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13773535.000000 Penalty: 3771.053223
	Iteration 19Q: 3 clusters Score -1.377354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13773550.000000 Penalty: 3771.053223
	Iteration 20F: 3 clusters Score -1.377355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13773549.000000 Penalty: 3771.053223
	Iteration 21Q: 3 clusters Score -1.377355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13773566.000000 Penalty: 3771.053223
	Iteration 22Q: 3 clusters Score -1.377357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13773575.000000 Penalty: 3771.053223
	Iteration 23Q: 3 clusters Score -1.377358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13773581.000000 Penalty: 3771.053223
	Iteration 24Q: 3 clusters Score -1.377358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13773586.000000 Penalty: 3771.053223
	Iteration 25Q: 3 clusters Score -1.377359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13773590.000000 Penalty: 3771.053223
	Iteration 26Q: 3 clusters Score -1.377359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13773604.000000 Penalty: 3771.053223
	Iteration 27Q: 3 clusters Score -1.37736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13773605.000000 Penalty: 3771.053223
	Iteration 28Q: 3 clusters Score -1.37736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -13773597.000000 Penalty: 3771.053223
	Iteration 29Q: 3 clusters Score -1.37736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -13773617.000000 Penalty: 3771.053223
	Iteration 30Q: 3 clusters Score -1.377362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -13773621.000000 Penalty: 3771.053223
	Iteration 31Q: 3 clusters Score -1.377362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13773647.000000 Penalty: 3771.053223
	Iteration 32Q: 3 clusters Score -1.377365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13773660.000000 Penalty: 3771.053223
	Iteration 33Q: 3 clusters Score -1.377366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13773655.000000 Penalty: 3771.053223
	Iteration 34Q: 3 clusters Score -1.377366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13773664.000000 Penalty: 3771.053223
	Iteration 35Q: 3 clusters Score -1.377366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -13773667.000000 Penalty: 3771.053223
	Iteration 36Q: 3 clusters Score -1.377367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -13773666.000000 Penalty: 3771.053223
	Iteration 37Q: 3 clusters Score -1.377367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13773682.000000 Penalty: 3771.053223
	Iteration 38Q: 3 clusters Score -1.377368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108970 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -13773690.000000 Penalty: 3771.053223
	Iteration 39Q: 3 clusters Score -1.377369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108967 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13773687.000000 Penalty: 3771.053223
	Iteration 40F: 3 clusters Score -1.377369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13773697.000000 Penalty: 3771.053223
	Iteration 41Q: 3 clusters Score -1.37737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -13773709.000000 Penalty: 3771.053223
	Iteration 42Q: 3 clusters Score -1.377371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13773698.000000 Penalty: 3771.053223
	Iteration 43Q: 3 clusters Score -1.37737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13773705.000000 Penalty: 3771.053223
	Iteration 44Q: 3 clusters Score -1.37737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108954 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13773711.000000 Penalty: 3771.053223
	Iteration 45Q: 3 clusters Score -1.377371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13773705.000000 Penalty: 3771.053223
	Iteration 46Q: 3 clusters Score -1.37737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13773705.000000 Penalty: 3771.053223
	Iteration 47F: 3 clusters Score -1.37737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -590706.812500 Penalty: 1379.328613
	Iteration 0F: 2 clusters Score -590706.8 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 2463 members 
Entering Unmasked Estep 
Score: -586864.375000 Penalty: 2758.657227
	Iteration 0F: 3 clusters Score -586864.4 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -587918.375000 Penalty: 2758.657227
	Iteration 1F: 3 clusters Score -587918.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -588129.187500 Penalty: 2758.657227
	Iteration 2F: 3 clusters Score -588129.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -588281.687500 Penalty: 2758.657227
	Iteration 3F: 3 clusters Score -588281.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -588439.437500 Penalty: 2758.657227
	Iteration 4F: 3 clusters Score -588439.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -588578.562500 Penalty: 2758.657227
	Iteration 5Q: 3 clusters Score -588578.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -588697.937500 Penalty: 2758.657227
	Iteration 6Q: 3 clusters Score -588697.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -588797.750000 Penalty: 2758.657227
	Iteration 7Q: 3 clusters Score -588797.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -588892.000000 Penalty: 2758.657227
	Iteration 8Q: 3 clusters Score -588892 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -588993.750000 Penalty: 2758.657227
	Iteration 9Q: 3 clusters Score -588993.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -589097.125000 Penalty: 2758.657227
	Iteration 10Q: 3 clusters Score -589097.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -589213.875000 Penalty: 2758.657227
	Iteration 11Q: 3 clusters Score -589213.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -589352.125000 Penalty: 2758.657227
	Iteration 12Q: 3 clusters Score -589352.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -589509.187500 Penalty: 2758.657227
	Iteration 13Q: 3 clusters Score -589509.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -589629.500000 Penalty: 2758.657227
	Iteration 14Q: 3 clusters Score -589629.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -589719.687500 Penalty: 2758.657227
	Iteration 15Q: 3 clusters Score -589719.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -589805.000000 Penalty: 2758.657227
	Iteration 16Q: 3 clusters Score -589805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -589859.812500 Penalty: 2758.657227
	Iteration 17Q: 3 clusters Score -589859.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -589892.250000 Penalty: 2758.657227
	Iteration 18Q: 3 clusters Score -589892.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -589925.375000 Penalty: 2758.657227
	Iteration 19Q: 3 clusters Score -589925.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -589950.812500 Penalty: 2758.657227
	Iteration 20F: 3 clusters Score -589950.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -589970.937500 Penalty: 2758.657227
	Iteration 21Q: 3 clusters Score -589970.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -589991.000000 Penalty: 2758.657227
	Iteration 22Q: 3 clusters Score -589991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -590006.500000 Penalty: 2758.657227
	Iteration 23Q: 3 clusters Score -590006.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -590018.437500 Penalty: 2758.657227
	Iteration 24Q: 3 clusters Score -590018.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -590031.625000 Penalty: 2758.657227
	Iteration 25Q: 3 clusters Score -590031.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -590045.500000 Penalty: 2758.657227
	Iteration 26Q: 3 clusters Score -590045.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -590058.687500 Penalty: 2758.657227
	Iteration 27Q: 3 clusters Score -590058.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -590072.937500 Penalty: 2758.657227
	Iteration 28Q: 3 clusters Score -590072.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -590083.875000 Penalty: 2758.657227
	Iteration 29Q: 3 clusters Score -590083.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -590097.375000 Penalty: 2758.657227
	Iteration 30Q: 3 clusters Score -590097.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -590103.812500 Penalty: 2758.657227
	Iteration 31Q: 3 clusters Score -590103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -590109.500000 Penalty: 2758.657227
	Iteration 32Q: 3 clusters Score -590109.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -590117.437500 Penalty: 2758.657227
	Iteration 33Q: 3 clusters Score -590117.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -590123.062500 Penalty: 2758.657227
	Iteration 34Q: 3 clusters Score -590123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -590128.750000 Penalty: 2758.657227
	Iteration 35Q: 3 clusters Score -590128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -590132.437500 Penalty: 2758.657227
	Iteration 36Q: 3 clusters Score -590132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -590135.562500 Penalty: 2758.657227
	Iteration 37Q: 3 clusters Score -590135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -590138.000000 Penalty: 2758.657227
	Iteration 38Q: 3 clusters Score -590138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -590139.750000 Penalty: 2758.657227
	Iteration 39Q: 3 clusters Score -590139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -590140.250000 Penalty: 2758.657227
	Iteration 40F: 3 clusters Score -590140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -590140.437500 Penalty: 2758.657227
	Iteration 41Q: 3 clusters Score -590140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -590140.437500 Penalty: 2758.657227
	Iteration 42F: 3 clusters Score -590140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Entering Unmasked Estep 
Score: -624063.375000 Penalty: 1387.293701
	Iteration 0F: 2 clusters Score -624063.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -619952.125000 Penalty: 2774.587402
	Iteration 0F: 3 clusters Score -619952.1 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -621131.687500 Penalty: 2774.587402
	Iteration 1F: 3 clusters Score -621131.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -621307.562500 Penalty: 2774.587402
	Iteration 2F: 3 clusters Score -621307.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -621435.250000 Penalty: 2774.587402
	Iteration 3F: 3 clusters Score -621435.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -621554.250000 Penalty: 2774.587402
	Iteration 4Q: 3 clusters Score -621554.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -621655.687500 Penalty: 2774.587402
	Iteration 5Q: 3 clusters Score -621655.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -621780.312500 Penalty: 2774.587402
	Iteration 6Q: 3 clusters Score -621780.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -621895.312500 Penalty: 2774.587402
	Iteration 7Q: 3 clusters Score -621895.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -622018.625000 Penalty: 2774.587402
	Iteration 8Q: 3 clusters Score -622018.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -622137.812500 Penalty: 2774.587402
	Iteration 9Q: 3 clusters Score -622137.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -622256.687500 Penalty: 2774.587402
	Iteration 10Q: 3 clusters Score -622256.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -622371.625000 Penalty: 2774.587402
	Iteration 11Q: 3 clusters Score -622371.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -622460.625000 Penalty: 2774.587402
	Iteration 12Q: 3 clusters Score -622460.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -622546.187500 Penalty: 2774.587402
	Iteration 13Q: 3 clusters Score -622546.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -622617.750000 Penalty: 2774.587402
	Iteration 14Q: 3 clusters Score -622617.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -622663.375000 Penalty: 2774.587402
	Iteration 15Q: 3 clusters Score -622663.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -622704.000000 Penalty: 2774.587402
	Iteration 16Q: 3 clusters Score -622704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -622739.625000 Penalty: 2774.587402
	Iteration 17Q: 3 clusters Score -622739.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -622774.500000 Penalty: 2774.587402
	Iteration 18Q: 3 clusters Score -622774.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -622800.312500 Penalty: 2774.587402
	Iteration 19Q: 3 clusters Score -622800.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -622830.187500 Penalty: 2774.587402
	Iteration 20F: 3 clusters Score -622830.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -622869.750000 Penalty: 2774.587402
	Iteration 21Q: 3 clusters Score -622869.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -622904.875000 Penalty: 2774.587402
	Iteration 22Q: 3 clusters Score -622904.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -622936.062500 Penalty: 2774.587402
	Iteration 23Q: 3 clusters Score -622936.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -622961.437500 Penalty: 2774.587402
	Iteration 24Q: 3 clusters Score -622961.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -622979.625000 Penalty: 2774.587402
	Iteration 25Q: 3 clusters Score -622979.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -622988.875000 Penalty: 2774.587402
	Iteration 26Q: 3 clusters Score -622988.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -623002.187500 Penalty: 2774.587402
	Iteration 27Q: 3 clusters Score -623002.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -623011.062500 Penalty: 2774.587402
	Iteration 28Q: 3 clusters Score -623011.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -623014.437500 Penalty: 2774.587402
	Iteration 29Q: 3 clusters Score -623014.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -623016.375000 Penalty: 2774.587402
	Iteration 30Q: 3 clusters Score -623016.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -623020.125000 Penalty: 2774.587402
	Iteration 31Q: 3 clusters Score -623020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -623023.125000 Penalty: 2774.587402
	Iteration 32Q: 3 clusters Score -623023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -623024.375000 Penalty: 2774.587402
	Iteration 33Q: 3 clusters Score -623024.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -623028.062500 Penalty: 2774.587402
	Iteration 34Q: 3 clusters Score -623028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -623030.250000 Penalty: 2774.587402
	Iteration 35Q: 3 clusters Score -623030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -623035.812500 Penalty: 2774.587402
	Iteration 36Q: 3 clusters Score -623035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -623038.812500 Penalty: 2774.587402
	Iteration 37Q: 3 clusters Score -623038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -623043.187500 Penalty: 2774.587402
	Iteration 38Q: 3 clusters Score -623043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -623047.500000 Penalty: 2774.587402
	Iteration 39Q: 3 clusters Score -623047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -623048.062500 Penalty: 2774.587402
	Iteration 40F: 3 clusters Score -623048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -623050.312500 Penalty: 2774.587402
	Iteration 41Q: 3 clusters Score -623050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -623052.625000 Penalty: 2774.587402
	Iteration 42Q: 3 clusters Score -623052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -623055.375000 Penalty: 2774.587402
	Iteration 43Q: 3 clusters Score -623055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -623056.000000 Penalty: 2774.587402
	Iteration 44Q: 3 clusters Score -623056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -623055.875000 Penalty: 2774.587402
	Iteration 45Q: 3 clusters Score -623055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -623055.875000 Penalty: 2774.587402
	Iteration 46Q: 3 clusters Score -623055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -623055.875000 Penalty: 2774.587402
	Iteration 47F: 3 clusters Score -623055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Entering Unmasked Estep 
Score: -3273792.500000 Penalty: 1650.431396
	Iteration 0F: 2 clusters Score -3273792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3256373.500000 Penalty: 3300.862793
	Iteration 0F: 3 clusters Score -3256374 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3262964.000000 Penalty: 3300.862793
	Iteration 1F: 3 clusters Score -3262964 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3263531.000000 Penalty: 3300.862793
	Iteration 2F: 3 clusters Score -3263531 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3264216.250000 Penalty: 3300.862793
	Iteration 3F: 3 clusters Score -3264216 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3265174.250000 Penalty: 3300.862793
	Iteration 4F: 3 clusters Score -3265174 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3266505.250000 Penalty: 3300.862793
	Iteration 5F: 3 clusters Score -3266505 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3268048.250000 Penalty: 3300.862793
	Iteration 6F: 3 clusters Score -3268048 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3269561.000000 Penalty: 3300.862793
	Iteration 7F: 3 clusters Score -3269561 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3270753.000000 Penalty: 3300.862793
	Iteration 8F: 3 clusters Score -3270753 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3271498.500000 Penalty: 3300.862793
	Iteration 9Q: 3 clusters Score -3271498 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3271944.750000 Penalty: 3300.862793
	Iteration 10Q: 3 clusters Score -3271945 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3272118.750000 Penalty: 3300.862793
	Iteration 11Q: 3 clusters Score -3272119 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3272230.750000 Penalty: 3300.862793
	Iteration 12Q: 3 clusters Score -3272231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3272299.750000 Penalty: 3300.862793
	Iteration 13Q: 3 clusters Score -3272300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3272332.250000 Penalty: 3300.862793
	Iteration 14Q: 3 clusters Score -3272332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3272359.250000 Penalty: 3300.862793
	Iteration 15Q: 3 clusters Score -3272359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3272381.500000 Penalty: 3300.862793
	Iteration 16Q: 3 clusters Score -3272382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3272397.000000 Penalty: 3300.862793
	Iteration 17Q: 3 clusters Score -3272397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3272399.750000 Penalty: 3300.862793
	Iteration 18Q: 3 clusters Score -3272400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3272403.750000 Penalty: 3300.862793
	Iteration 19Q: 3 clusters Score -3272404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3272409.500000 Penalty: 3300.862793
	Iteration 20F: 3 clusters Score -3272410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3272410.250000 Penalty: 3300.862793
	Iteration 21Q: 3 clusters Score -3272410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3272413.750000 Penalty: 3300.862793
	Iteration 22Q: 3 clusters Score -3272414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3272419.000000 Penalty: 3300.862793
	Iteration 23Q: 3 clusters Score -3272419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3272425.000000 Penalty: 3300.862793
	Iteration 24Q: 3 clusters Score -3272425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3272425.000000 Penalty: 3300.862793
	Iteration 25Q: 3 clusters Score -3272425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3272431.000000 Penalty: 3300.862793
	Iteration 26Q: 3 clusters Score -3272431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3272433.500000 Penalty: 3300.862793
	Iteration 27Q: 3 clusters Score -3272434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3272433.500000 Penalty: 3300.862793
	Iteration 28F: 3 clusters Score -3272434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126877 members 
Entering Unmasked Estep 
Score: -16065644.000000 Penalty: 1909.533203
	Iteration 0F: 2 clusters Score -1.606564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -15988275.000000 Penalty: 3819.066406
	Iteration 0F: 3 clusters Score -1.598828e+07 nChanged 60888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -16023716.000000 Penalty: 3819.066406
	Iteration 1F: 3 clusters Score -1.602372e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -16024495.000000 Penalty: 3819.066406
	Iteration 2Q: 3 clusters Score -1.60245e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -16025350.000000 Penalty: 3819.066406
	Iteration 3Q: 3 clusters Score -1.602535e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -16026434.000000 Penalty: 3819.066406
	Iteration 4Q: 3 clusters Score -1.602643e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -16028018.000000 Penalty: 3819.066406
	Iteration 5Q: 3 clusters Score -1.602802e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -16030648.000000 Penalty: 3819.066406
	Iteration 6Q: 3 clusters Score -1.603065e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -16034911.000000 Penalty: 3819.066406
	Iteration 7F: 3 clusters Score -1.603491e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -16041489.000000 Penalty: 3819.066406
	Iteration 8F: 3 clusters Score -1.604149e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -16050265.000000 Penalty: 3819.066406
	Iteration 9F: 3 clusters Score -1.605026e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -16057428.000000 Penalty: 3819.066406
	Iteration 10F: 3 clusters Score -1.605743e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -16061571.000000 Penalty: 3819.066406
	Iteration 11F: 3 clusters Score -1.606157e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16063189.000000 Penalty: 3819.066406
	Iteration 12Q: 3 clusters Score -1.606319e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126217 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16063691.000000 Penalty: 3819.066406
	Iteration 13Q: 3 clusters Score -1.606369e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16063816.000000 Penalty: 3819.066406
	Iteration 14Q: 3 clusters Score -1.606382e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16063885.000000 Penalty: 3819.066406
	Iteration 15Q: 3 clusters Score -1.606388e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16063964.000000 Penalty: 3819.066406
	Iteration 16Q: 3 clusters Score -1.606396e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16063990.000000 Penalty: 3819.066406
	Iteration 17Q: 3 clusters Score -1.606399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126678 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16064025.000000 Penalty: 3819.066406
	Iteration 18Q: 3 clusters Score -1.606402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16064022.000000 Penalty: 3819.066406
	Iteration 19Q: 3 clusters Score -1.606402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126692 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16064022.000000 Penalty: 3819.066406
	Iteration 20F: 3 clusters Score -1.606402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126691 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16064046.000000 Penalty: 3819.066406
	Iteration 21Q: 3 clusters Score -1.606405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126689 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16064049.000000 Penalty: 3819.066406
	Iteration 22Q: 3 clusters Score -1.606405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16064049.000000 Penalty: 3819.066406
	Iteration 23Q: 3 clusters Score -1.606405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16064065.000000 Penalty: 3819.066406
	Iteration 24Q: 3 clusters Score -1.606406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16064079.000000 Penalty: 3819.066406
	Iteration 25Q: 3 clusters Score -1.606408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16064081.000000 Penalty: 3819.066406
	Iteration 26Q: 3 clusters Score -1.606408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16064085.000000 Penalty: 3819.066406
	Iteration 27Q: 3 clusters Score -1.606408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16064082.000000 Penalty: 3819.066406
	Iteration 28Q: 3 clusters Score -1.606408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16064082.000000 Penalty: 3819.066406
	Iteration 29F: 3 clusters Score -1.606408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Entering Unmasked Estep 
Score: -1822950.750000 Penalty: 1557.227417
	Iteration 0F: 2 clusters Score -1822951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1812844.000000 Penalty: 3114.454834
	Iteration 0F: 3 clusters Score -1812844 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1816423.125000 Penalty: 3114.454834
	Iteration 1F: 3 clusters Score -1816423 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1816689.250000 Penalty: 3114.454834
	Iteration 2F: 3 clusters Score -1816689 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1816887.625000 Penalty: 3114.454834
	Iteration 3Q: 3 clusters Score -1816888 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1817049.250000 Penalty: 3114.454834
	Iteration 4Q: 3 clusters Score -1817049 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1817163.125000 Penalty: 3114.454834
	Iteration 5Q: 3 clusters Score -1817163 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1817247.750000 Penalty: 3114.454834
	Iteration 6Q: 3 clusters Score -1817248 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1817324.125000 Penalty: 3114.454834
	Iteration 7Q: 3 clusters Score -1817324 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1817396.875000 Penalty: 3114.454834
	Iteration 8Q: 3 clusters Score -1817397 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1817448.000000 Penalty: 3114.454834
	Iteration 9Q: 3 clusters Score -1817448 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1817506.625000 Penalty: 3114.454834
	Iteration 10Q: 3 clusters Score -1817507 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1817563.750000 Penalty: 3114.454834
	Iteration 11Q: 3 clusters Score -1817564 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1817626.875000 Penalty: 3114.454834
	Iteration 12Q: 3 clusters Score -1817627 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1817680.250000 Penalty: 3114.454834
	Iteration 13Q: 3 clusters Score -1817680 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1817764.250000 Penalty: 3114.454834
	Iteration 14Q: 3 clusters Score -1817764 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1817865.250000 Penalty: 3114.454834
	Iteration 15Q: 3 clusters Score -1817865 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1818007.875000 Penalty: 3114.454834
	Iteration 16Q: 3 clusters Score -1818008 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1818223.625000 Penalty: 3114.454834
	Iteration 17Q: 3 clusters Score -1818224 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1818527.875000 Penalty: 3114.454834
	Iteration 18Q: 3 clusters Score -1818528 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1819009.625000 Penalty: 3114.454834
	Iteration 19Q: 3 clusters Score -1819010 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1819547.000000 Penalty: 3114.454834
	Iteration 20F: 3 clusters Score -1819547 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1820002.875000 Penalty: 3114.454834
	Iteration 21Q: 3 clusters Score -1820003 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1820330.000000 Penalty: 3114.454834
	Iteration 22Q: 3 clusters Score -1820330 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1820571.875000 Penalty: 3114.454834
	Iteration 23Q: 3 clusters Score -1820572 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1820796.250000 Penalty: 3114.454834
	Iteration 24Q: 3 clusters Score -1820796 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1820996.375000 Penalty: 3114.454834
	Iteration 25Q: 3 clusters Score -1820996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1821136.750000 Penalty: 3114.454834
	Iteration 26Q: 3 clusters Score -1821137 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1821226.250000 Penalty: 3114.454834
	Iteration 27Q: 3 clusters Score -1821226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1821277.375000 Penalty: 3114.454834
	Iteration 28Q: 3 clusters Score -1821277 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1821307.750000 Penalty: 3114.454834
	Iteration 29Q: 3 clusters Score -1821308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1821329.125000 Penalty: 3114.454834
	Iteration 30Q: 3 clusters Score -1821329 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1821341.750000 Penalty: 3114.454834
	Iteration 31Q: 3 clusters Score -1821342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1821346.625000 Penalty: 3114.454834
	Iteration 32Q: 3 clusters Score -1821347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1821357.875000 Penalty: 3114.454834
	Iteration 33Q: 3 clusters Score -1821358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1821360.375000 Penalty: 3114.454834
	Iteration 34Q: 3 clusters Score -1821360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1821362.375000 Penalty: 3114.454834
	Iteration 35Q: 3 clusters Score -1821362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1821362.375000 Penalty: 3114.454834
	Iteration 36Q: 3 clusters Score -1821362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1821367.000000 Penalty: 3114.454834
	Iteration 37Q: 3 clusters Score -1821367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1821360.000000 Penalty: 3114.454834
	Iteration 38Q: 3 clusters Score -1821360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1821365.625000 Penalty: 3114.454834
	Iteration 39Q: 3 clusters Score -1821366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1821367.750000 Penalty: 3114.454834
	Iteration 40F: 3 clusters Score -1821368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1821368.625000 Penalty: 3114.454834
	Iteration 41Q: 3 clusters Score -1821369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1821369.375000 Penalty: 3114.454834
	Iteration 42Q: 3 clusters Score -1821369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1821366.875000 Penalty: 3114.454834
	Iteration 43Q: 3 clusters Score -1821367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1821365.250000 Penalty: 3114.454834
	Iteration 44Q: 3 clusters Score -1821365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1821365.250000 Penalty: 3114.454834
	Iteration 45F: 3 clusters Score -1821365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -61632.726562 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -61632.73 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 289 members 
Entering Unmasked Estep 
Score: -60489.679688 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -60489.68 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60847.570312 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -60847.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61049.042969 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -61049.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61207.140625 Penalty: 2076.828125
	Iteration 3F: 3 clusters Score -61207.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61293.855469 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -61293.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61339.292969 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -61339.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61369.339844 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -61369.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61383.140625 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -61383.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61394.273438 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -61394.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61401.953125 Penalty: 2076.828125
	Iteration 9Q: 3 clusters Score -61401.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61403.375000 Penalty: 2076.828125
	Iteration 10Q: 3 clusters Score -61403.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61403.375000 Penalty: 2076.828125
	Iteration 11F: 3 clusters Score -61403.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -338536.187500 Penalty: 1289.997437
	Iteration 0F: 2 clusters Score -338536.2 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 1433 members 
Entering Unmasked Estep 
Score: -335958.468750 Penalty: 2579.994873
	Iteration 0F: 3 clusters Score -335958.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336738.656250 Penalty: 2579.994873
	Iteration 1F: 3 clusters Score -336738.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -336949.562500 Penalty: 2579.994873
	Iteration 2F: 3 clusters Score -336949.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -337078.125000 Penalty: 2579.994873
	Iteration 3F: 3 clusters Score -337078.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -337164.625000 Penalty: 2579.994873
	Iteration 4Q: 3 clusters Score -337164.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -337230.812500 Penalty: 2579.994873
	Iteration 5Q: 3 clusters Score -337230.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -337284.937500 Penalty: 2579.994873
	Iteration 6Q: 3 clusters Score -337284.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337332.406250 Penalty: 2579.994873
	Iteration 7Q: 3 clusters Score -337332.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -337384.062500 Penalty: 2579.994873
	Iteration 8Q: 3 clusters Score -337384.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -337445.031250 Penalty: 2579.994873
	Iteration 9Q: 3 clusters Score -337445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -337506.593750 Penalty: 2579.994873
	Iteration 10Q: 3 clusters Score -337506.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -337567.281250 Penalty: 2579.994873
	Iteration 11Q: 3 clusters Score -337567.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -337626.343750 Penalty: 2579.994873
	Iteration 12Q: 3 clusters Score -337626.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -337689.843750 Penalty: 2579.994873
	Iteration 13Q: 3 clusters Score -337689.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -337764.812500 Penalty: 2579.994873
	Iteration 14Q: 3 clusters Score -337764.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -337861.718750 Penalty: 2579.994873
	Iteration 15Q: 3 clusters Score -337861.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -337953.343750 Penalty: 2579.994873
	Iteration 16Q: 3 clusters Score -337953.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -338056.218750 Penalty: 2579.994873
	Iteration 17Q: 3 clusters Score -338056.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338134.093750 Penalty: 2579.994873
	Iteration 18Q: 3 clusters Score -338134.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -338207.500000 Penalty: 2579.994873
	Iteration 19Q: 3 clusters Score -338207.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -338280.375000 Penalty: 2579.994873
	Iteration 20F: 3 clusters Score -338280.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -338335.093750 Penalty: 2579.994873
	Iteration 21Q: 3 clusters Score -338335.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -338371.031250 Penalty: 2579.994873
	Iteration 22Q: 3 clusters Score -338371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -338389.781250 Penalty: 2579.994873
	Iteration 23Q: 3 clusters Score -338389.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -338399.687500 Penalty: 2579.994873
	Iteration 24Q: 3 clusters Score -338399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -338403.875000 Penalty: 2579.994873
	Iteration 25Q: 3 clusters Score -338403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -338406.375000 Penalty: 2579.994873
	Iteration 26Q: 3 clusters Score -338406.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -338409.906250 Penalty: 2579.994873
	Iteration 27Q: 3 clusters Score -338409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -338412.500000 Penalty: 2579.994873
	Iteration 28Q: 3 clusters Score -338412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -338413.656250 Penalty: 2579.994873
	Iteration 29Q: 3 clusters Score -338413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -338414.406250 Penalty: 2579.994873
	Iteration 30Q: 3 clusters Score -338414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -338414.718750 Penalty: 2579.994873
	Iteration 31Q: 3 clusters Score -338414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -338415.000000 Penalty: 2579.994873
	Iteration 32Q: 3 clusters Score -338415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -338415.750000 Penalty: 2579.994873
	Iteration 33Q: 3 clusters Score -338415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -338415.750000 Penalty: 2579.994873
	Iteration 34F: 3 clusters Score -338415.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Entering Unmasked Estep 
Score: -10773419.000000 Penalty: 1847.261108
	Iteration 0F: 2 clusters Score -1.077342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -10716002.000000 Penalty: 3694.522217
	Iteration 0F: 3 clusters Score -1.0716e+07 nChanged 41103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -10739744.000000 Penalty: 3694.522217
	Iteration 1F: 3 clusters Score -1.073974e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -10740377.000000 Penalty: 3694.522217
	Iteration 2Q: 3 clusters Score -1.074038e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -10741384.000000 Penalty: 3694.522217
	Iteration 3Q: 3 clusters Score -1.074138e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -10742629.000000 Penalty: 3694.522217
	Iteration 4Q: 3 clusters Score -1.074263e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -10744635.000000 Penalty: 3694.522217
	Iteration 5F: 3 clusters Score -1.074464e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -10747742.000000 Penalty: 3694.522217
	Iteration 6F: 3 clusters Score -1.074774e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -10752443.000000 Penalty: 3694.522217
	Iteration 7F: 3 clusters Score -1.075244e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -10758667.000000 Penalty: 3694.522217
	Iteration 8F: 3 clusters Score -1.075867e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -10764545.000000 Penalty: 3694.522217
	Iteration 9F: 3 clusters Score -1.076454e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -10768785.000000 Penalty: 3694.522217
	Iteration 10F: 3 clusters Score -1.076878e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10770694.000000 Penalty: 3694.522217
	Iteration 11Q: 3 clusters Score -1.077069e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10771391.000000 Penalty: 3694.522217
	Iteration 12Q: 3 clusters Score -1.077139e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10771626.000000 Penalty: 3694.522217
	Iteration 13Q: 3 clusters Score -1.077163e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10771691.000000 Penalty: 3694.522217
	Iteration 14Q: 3 clusters Score -1.077169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10771730.000000 Penalty: 3694.522217
	Iteration 15Q: 3 clusters Score -1.077173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10771772.000000 Penalty: 3694.522217
	Iteration 16Q: 3 clusters Score -1.077177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10771793.000000 Penalty: 3694.522217
	Iteration 17Q: 3 clusters Score -1.077179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10771811.000000 Penalty: 3694.522217
	Iteration 18Q: 3 clusters Score -1.077181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10771816.000000 Penalty: 3694.522217
	Iteration 19Q: 3 clusters Score -1.077182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10771817.000000 Penalty: 3694.522217
	Iteration 20F: 3 clusters Score -1.077182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10771822.000000 Penalty: 3694.522217
	Iteration 21Q: 3 clusters Score -1.077182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10771831.000000 Penalty: 3694.522217
	Iteration 22Q: 3 clusters Score -1.077183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10771833.000000 Penalty: 3694.522217
	Iteration 23Q: 3 clusters Score -1.077183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10771840.000000 Penalty: 3694.522217
	Iteration 24Q: 3 clusters Score -1.077184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10771842.000000 Penalty: 3694.522217
	Iteration 25Q: 3 clusters Score -1.077184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10771842.000000 Penalty: 3694.522217
	Iteration 26F: 3 clusters Score -1.077184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Entering Unmasked Estep 
Score: -1684031.750000 Penalty: 1548.180664
	Iteration 0F: 2 clusters Score -1684032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1674540.125000 Penalty: 3096.361328
	Iteration 0F: 3 clusters Score -1674540 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1677748.875000 Penalty: 3096.361328
	Iteration 1F: 3 clusters Score -1677749 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1678143.125000 Penalty: 3096.361328
	Iteration 2F: 3 clusters Score -1678143 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1678500.000000 Penalty: 3096.361328
	Iteration 3F: 3 clusters Score -1678500 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1678840.375000 Penalty: 3096.361328
	Iteration 4F: 3 clusters Score -1678840 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1679214.000000 Penalty: 3096.361328
	Iteration 5F: 3 clusters Score -1679214 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1679640.875000 Penalty: 3096.361328
	Iteration 6F: 3 clusters Score -1679641 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1680087.875000 Penalty: 3096.361328
	Iteration 7F: 3 clusters Score -1680088 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1680552.375000 Penalty: 3096.361328
	Iteration 8F: 3 clusters Score -1680552 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1681033.500000 Penalty: 3096.361328
	Iteration 9Q: 3 clusters Score -1681034 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1681461.875000 Penalty: 3096.361328
	Iteration 10Q: 3 clusters Score -1681462 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1681849.000000 Penalty: 3096.361328
	Iteration 11Q: 3 clusters Score -1681849 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1682142.250000 Penalty: 3096.361328
	Iteration 12Q: 3 clusters Score -1682142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1682326.875000 Penalty: 3096.361328
	Iteration 13Q: 3 clusters Score -1682327 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1682448.000000 Penalty: 3096.361328
	Iteration 14Q: 3 clusters Score -1682448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1682543.875000 Penalty: 3096.361328
	Iteration 15Q: 3 clusters Score -1682544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1682612.125000 Penalty: 3096.361328
	Iteration 16Q: 3 clusters Score -1682612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1682648.250000 Penalty: 3096.361328
	Iteration 17Q: 3 clusters Score -1682648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1682661.000000 Penalty: 3096.361328
	Iteration 18Q: 3 clusters Score -1682661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1682678.250000 Penalty: 3096.361328
	Iteration 19Q: 3 clusters Score -1682678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1682685.000000 Penalty: 3096.361328
	Iteration 20F: 3 clusters Score -1682685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1682689.750000 Penalty: 3096.361328
	Iteration 21Q: 3 clusters Score -1682690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1682690.625000 Penalty: 3096.361328
	Iteration 22Q: 3 clusters Score -1682691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1682691.125000 Penalty: 3096.361328
	Iteration 23Q: 3 clusters Score -1682691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1682690.000000 Penalty: 3096.361328
	Iteration 24Q: 3 clusters Score -1682690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1682690.000000 Penalty: 3096.361328
	Iteration 25F: 3 clusters Score -1682690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -276472.031250 Penalty: 1257.716553
	Iteration 0F: 2 clusters Score -276472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274188.812500 Penalty: 2515.433105
	Iteration 0F: 3 clusters Score -274188.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -274727.156250 Penalty: 2515.433105
	Iteration 1F: 3 clusters Score -274727.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -274844.281250 Penalty: 2515.433105
	Iteration 2F: 3 clusters Score -274844.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -274919.906250 Penalty: 2515.433105
	Iteration 3Q: 3 clusters Score -274919.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -274972.375000 Penalty: 2515.433105
	Iteration 4Q: 3 clusters Score -274972.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -275016.968750 Penalty: 2515.433105
	Iteration 5Q: 3 clusters Score -275017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -275060.656250 Penalty: 2515.433105
	Iteration 6Q: 3 clusters Score -275060.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -275114.343750 Penalty: 2515.433105
	Iteration 7Q: 3 clusters Score -275114.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -275157.062500 Penalty: 2515.433105
	Iteration 8Q: 3 clusters Score -275157.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -275191.531250 Penalty: 2515.433105
	Iteration 9Q: 3 clusters Score -275191.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -275230.625000 Penalty: 2515.433105
	Iteration 10Q: 3 clusters Score -275230.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -275283.375000 Penalty: 2515.433105
	Iteration 11Q: 3 clusters Score -275283.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -275362.062500 Penalty: 2515.433105
	Iteration 12Q: 3 clusters Score -275362.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -275445.218750 Penalty: 2515.433105
	Iteration 13Q: 3 clusters Score -275445.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -275531.906250 Penalty: 2515.433105
	Iteration 14Q: 3 clusters Score -275531.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -275622.562500 Penalty: 2515.433105
	Iteration 15Q: 3 clusters Score -275622.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -275698.250000 Penalty: 2515.433105
	Iteration 16Q: 3 clusters Score -275698.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -275775.906250 Penalty: 2515.433105
	Iteration 17Q: 3 clusters Score -275775.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -275842.968750 Penalty: 2515.433105
	Iteration 18Q: 3 clusters Score -275843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -275893.531250 Penalty: 2515.433105
	Iteration 19Q: 3 clusters Score -275893.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -275925.500000 Penalty: 2515.433105
	Iteration 20F: 3 clusters Score -275925.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -275949.781250 Penalty: 2515.433105
	Iteration 21Q: 3 clusters Score -275949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -275965.968750 Penalty: 2515.433105
	Iteration 22Q: 3 clusters Score -275966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -275979.500000 Penalty: 2515.433105
	Iteration 23Q: 3 clusters Score -275979.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -275986.062500 Penalty: 2515.433105
	Iteration 24Q: 3 clusters Score -275986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -275993.375000 Penalty: 2515.433105
	Iteration 25Q: 3 clusters Score -275993.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -276000.312500 Penalty: 2515.433105
	Iteration 26Q: 3 clusters Score -276000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -276005.531250 Penalty: 2515.433105
	Iteration 27Q: 3 clusters Score -276005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -276006.562500 Penalty: 2515.433105
	Iteration 28Q: 3 clusters Score -276006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -276007.531250 Penalty: 2515.433105
	Iteration 29Q: 3 clusters Score -276007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -276007.531250 Penalty: 2515.433105
	Iteration 30F: 3 clusters Score -276007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -74188.765625 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -74188.77 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 351 members 
Entering Unmasked Estep 
Score: -73037.843750 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -73037.84 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73367.835938 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -73367.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73697.648438 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -73697.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74044.125000 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -74044.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74205.960938 Penalty: 2129.564941
	Iteration 4F: 3 clusters Score -74205.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74284.898438 Penalty: 2129.564941
	Iteration 5Q: 3 clusters Score -74284.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74330.523438 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -74330.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74381.062500 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -74381.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74402.125000 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -74402.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74418.726562 Penalty: 2129.564941
	Iteration 9Q: 3 clusters Score -74418.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -74429.914062 Penalty: 2129.564941
	Iteration 10Q: 3 clusters Score -74429.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74448.890625 Penalty: 2129.564941
	Iteration 11Q: 3 clusters Score -74448.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74491.585938 Penalty: 2129.564941
	Iteration 12Q: 3 clusters Score -74491.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74534.101562 Penalty: 2129.564941
	Iteration 13Q: 3 clusters Score -74534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74561.757812 Penalty: 2129.564941
	Iteration 14Q: 3 clusters Score -74561.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74569.234375 Penalty: 2129.564941
	Iteration 15Q: 3 clusters Score -74569.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74573.023438 Penalty: 2129.564941
	Iteration 16Q: 3 clusters Score -74573.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74577.570312 Penalty: 2129.564941
	Iteration 17Q: 3 clusters Score -74577.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74577.570312 Penalty: 2129.564941
	Iteration 18F: 3 clusters Score -74577.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 114102 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109452 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 126877 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 86488 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 220 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16703 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91340 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34857 members 
Mstep: Class 34 contains 481 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17499 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100790 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7568 members 
Mstep: Class 44 contains 81668 members 
Mstep: Class 45 contains 124789 members 
Entering Unmasked Estep 
Score: -141745088.000000 Penalty: 102089.937500
Splitting cluster 22 changes total score from -141745904.000000 to -141745088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (34997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Entering Unmasked Estep 
Score: -4277822.000000 Penalty: 1700.240356
	Iteration 0F: 2 clusters Score -4277822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4254278.500000 Penalty: 3400.480713
	Iteration 0F: 3 clusters Score -4254278 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4263313.000000 Penalty: 3400.480713
	Iteration 1F: 3 clusters Score -4263313 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4263812.500000 Penalty: 3400.480713
	Iteration 2Q: 3 clusters Score -4263812 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4264312.500000 Penalty: 3400.480713
	Iteration 3Q: 3 clusters Score -4264312 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4264797.000000 Penalty: 3400.480713
	Iteration 4Q: 3 clusters Score -4264797 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4265275.000000 Penalty: 3400.480713
	Iteration 5Q: 3 clusters Score -4265275 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -4265899.500000 Penalty: 3400.480713
	Iteration 6Q: 3 clusters Score -4265900 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4266704.000000 Penalty: 3400.480713
	Iteration 7Q: 3 clusters Score -4266704 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4267781.500000 Penalty: 3400.480713
	Iteration 8F: 3 clusters Score -4267782 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -4269150.000000 Penalty: 3400.480713
	Iteration 9F: 3 clusters Score -4269150 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4270783.000000 Penalty: 3400.480713
	Iteration 10F: 3 clusters Score -4270783 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4272376.000000 Penalty: 3400.480713
	Iteration 11F: 3 clusters Score -4272376 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4273768.500000 Penalty: 3400.480713
	Iteration 12Q: 3 clusters Score -4273768 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4274751.000000 Penalty: 3400.480713
	Iteration 13Q: 3 clusters Score -4274751 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4275355.500000 Penalty: 3400.480713
	Iteration 14Q: 3 clusters Score -4275356 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4275729.500000 Penalty: 3400.480713
	Iteration 15Q: 3 clusters Score -4275730 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -4275975.500000 Penalty: 3400.480713
	Iteration 16Q: 3 clusters Score -4275976 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4276113.500000 Penalty: 3400.480713
	Iteration 17Q: 3 clusters Score -4276114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4276195.500000 Penalty: 3400.480713
	Iteration 18Q: 3 clusters Score -4276196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -4276248.500000 Penalty: 3400.480713
	Iteration 19Q: 3 clusters Score -4276248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4276279.000000 Penalty: 3400.480713
	Iteration 20F: 3 clusters Score -4276279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4276303.500000 Penalty: 3400.480713
	Iteration 21Q: 3 clusters Score -4276304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4276327.500000 Penalty: 3400.480713
	Iteration 22Q: 3 clusters Score -4276328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4276345.500000 Penalty: 3400.480713
	Iteration 23Q: 3 clusters Score -4276346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4276358.500000 Penalty: 3400.480713
	Iteration 24Q: 3 clusters Score -4276358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4276369.000000 Penalty: 3400.480713
	Iteration 25Q: 3 clusters Score -4276369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4276380.500000 Penalty: 3400.480713
	Iteration 26Q: 3 clusters Score -4276380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4276389.000000 Penalty: 3400.480713
	Iteration 27Q: 3 clusters Score -4276389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4276391.000000 Penalty: 3400.480713
	Iteration 28Q: 3 clusters Score -4276391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4276391.000000 Penalty: 3400.480713
	Iteration 29F: 3 clusters Score -4276391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Entering Unmasked Estep 
Score: -1405841.125000 Penalty: 1528.192383
	Iteration 0F: 2 clusters Score -1405841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1397329.375000 Penalty: 3056.384766
	Iteration 0F: 3 clusters Score -1397329 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1400401.125000 Penalty: 3056.384766
	Iteration 1F: 3 clusters Score -1400401 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1400976.750000 Penalty: 3056.384766
	Iteration 2F: 3 clusters Score -1400977 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1401623.750000 Penalty: 3056.384766
	Iteration 3F: 3 clusters Score -1401624 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1402287.125000 Penalty: 3056.384766
	Iteration 4F: 3 clusters Score -1402287 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1402846.875000 Penalty: 3056.384766
	Iteration 5F: 3 clusters Score -1402847 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1403261.250000 Penalty: 3056.384766
	Iteration 6F: 3 clusters Score -1403261 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1403634.500000 Penalty: 3056.384766
	Iteration 7Q: 3 clusters Score -1403634 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1403963.250000 Penalty: 3056.384766
	Iteration 8Q: 3 clusters Score -1403963 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1404277.875000 Penalty: 3056.384766
	Iteration 9Q: 3 clusters Score -1404278 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1404535.250000 Penalty: 3056.384766
	Iteration 10Q: 3 clusters Score -1404535 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1404756.500000 Penalty: 3056.384766
	Iteration 11Q: 3 clusters Score -1404756 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1404943.125000 Penalty: 3056.384766
	Iteration 12Q: 3 clusters Score -1404943 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1405049.625000 Penalty: 3056.384766
	Iteration 13Q: 3 clusters Score -1405050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1405124.250000 Penalty: 3056.384766
	Iteration 14Q: 3 clusters Score -1405124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1405162.000000 Penalty: 3056.384766
	Iteration 15Q: 3 clusters Score -1405162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1405189.875000 Penalty: 3056.384766
	Iteration 16Q: 3 clusters Score -1405190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1405201.500000 Penalty: 3056.384766
	Iteration 17Q: 3 clusters Score -1405202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1405220.250000 Penalty: 3056.384766
	Iteration 18Q: 3 clusters Score -1405220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1405232.125000 Penalty: 3056.384766
	Iteration 19Q: 3 clusters Score -1405232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1405243.500000 Penalty: 3056.384766
	Iteration 20F: 3 clusters Score -1405244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1405254.125000 Penalty: 3056.384766
	Iteration 21Q: 3 clusters Score -1405254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1405263.875000 Penalty: 3056.384766
	Iteration 22Q: 3 clusters Score -1405264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1405264.500000 Penalty: 3056.384766
	Iteration 23Q: 3 clusters Score -1405264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1405264.750000 Penalty: 3056.384766
	Iteration 24Q: 3 clusters Score -1405265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1405265.250000 Penalty: 3056.384766
	Iteration 25Q: 3 clusters Score -1405265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1405266.250000 Penalty: 3056.384766
	Iteration 26Q: 3 clusters Score -1405266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1405267.625000 Penalty: 3056.384766
	Iteration 27Q: 3 clusters Score -1405268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1405266.375000 Penalty: 3056.384766
	Iteration 28Q: 3 clusters Score -1405266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1405271.000000 Penalty: 3056.384766
	Iteration 29Q: 3 clusters Score -1405271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1405270.625000 Penalty: 3056.384766
	Iteration 30Q: 3 clusters Score -1405271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1405270.250000 Penalty: 3056.384766
	Iteration 31Q: 3 clusters Score -1405270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1405269.125000 Penalty: 3056.384766
	Iteration 32Q: 3 clusters Score -1405269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1405269.125000 Penalty: 3056.384766
	Iteration 33F: 3 clusters Score -1405269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Entering Unmasked Estep 
Score: -1039188.812500 Penalty: 1467.436157
	Iteration 0F: 2 clusters Score -1039189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1033116.312500 Penalty: 2934.872314
	Iteration 0F: 3 clusters Score -1033116 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1035032.250000 Penalty: 2934.872314
	Iteration 1F: 3 clusters Score -1035032 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1035292.437500 Penalty: 2934.872314
	Iteration 2F: 3 clusters Score -1035292 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1035569.687500 Penalty: 2934.872314
	Iteration 3F: 3 clusters Score -1035570 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1035875.562500 Penalty: 2934.872314
	Iteration 4F: 3 clusters Score -1035876 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1036196.375000 Penalty: 2934.872314
	Iteration 5F: 3 clusters Score -1036196 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1036561.187500 Penalty: 2934.872314
	Iteration 6F: 3 clusters Score -1036561 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1036906.625000 Penalty: 2934.872314
	Iteration 7F: 3 clusters Score -1036907 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1037193.500000 Penalty: 2934.872314
	Iteration 8Q: 3 clusters Score -1037194 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1037442.375000 Penalty: 2934.872314
	Iteration 9Q: 3 clusters Score -1037442 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1037644.437500 Penalty: 2934.872314
	Iteration 10Q: 3 clusters Score -1037644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1037795.000000 Penalty: 2934.872314
	Iteration 11Q: 3 clusters Score -1037795 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1037875.312500 Penalty: 2934.872314
	Iteration 12Q: 3 clusters Score -1037875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1037917.187500 Penalty: 2934.872314
	Iteration 13Q: 3 clusters Score -1037917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1037946.500000 Penalty: 2934.872314
	Iteration 14Q: 3 clusters Score -1037946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1037969.437500 Penalty: 2934.872314
	Iteration 15Q: 3 clusters Score -1037969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1037987.312500 Penalty: 2934.872314
	Iteration 16Q: 3 clusters Score -1037987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1037995.000000 Penalty: 2934.872314
	Iteration 17Q: 3 clusters Score -1037995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1037997.312500 Penalty: 2934.872314
	Iteration 18Q: 3 clusters Score -1037997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1038000.062500 Penalty: 2934.872314
	Iteration 19Q: 3 clusters Score -1038000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1037999.937500 Penalty: 2934.872314
	Iteration 20F: 3 clusters Score -1038000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1038000.312500 Penalty: 2934.872314
	Iteration 21Q: 3 clusters Score -1038000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1038001.562500 Penalty: 2934.872314
	Iteration 22Q: 3 clusters Score -1038002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1038001.625000 Penalty: 2934.872314
	Iteration 23Q: 3 clusters Score -1038002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1038002.750000 Penalty: 2934.872314
	Iteration 24Q: 3 clusters Score -1038003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1038002.750000 Penalty: 2934.872314
	Iteration 25F: 3 clusters Score -1038003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Entering Unmasked Estep 
Score: -2105189.000000 Penalty: 1580.043335
	Iteration 0F: 2 clusters Score -2105189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2093709.625000 Penalty: 3160.086670
	Iteration 0F: 3 clusters Score -2093710 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2097750.000000 Penalty: 3160.086670
	Iteration 1F: 3 clusters Score -2097750 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2098215.750000 Penalty: 3160.086670
	Iteration 2F: 3 clusters Score -2098216 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2098766.000000 Penalty: 3160.086670
	Iteration 3F: 3 clusters Score -2098766 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2099449.750000 Penalty: 3160.086670
	Iteration 4F: 3 clusters Score -2099450 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2100169.500000 Penalty: 3160.086670
	Iteration 5F: 3 clusters Score -2100170 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2100925.750000 Penalty: 3160.086670
	Iteration 6F: 3 clusters Score -2100926 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2101644.000000 Penalty: 3160.086670
	Iteration 7F: 3 clusters Score -2101644 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2102202.000000 Penalty: 3160.086670
	Iteration 8F: 3 clusters Score -2102202 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2102532.750000 Penalty: 3160.086670
	Iteration 9Q: 3 clusters Score -2102533 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2102742.500000 Penalty: 3160.086670
	Iteration 10Q: 3 clusters Score -2102742 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2102867.500000 Penalty: 3160.086670
	Iteration 11Q: 3 clusters Score -2102868 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2102940.250000 Penalty: 3160.086670
	Iteration 12Q: 3 clusters Score -2102940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2102988.750000 Penalty: 3160.086670
	Iteration 13Q: 3 clusters Score -2102989 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2103025.250000 Penalty: 3160.086670
	Iteration 14Q: 3 clusters Score -2103025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2103061.000000 Penalty: 3160.086670
	Iteration 15Q: 3 clusters Score -2103061 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2103093.750000 Penalty: 3160.086670
	Iteration 16Q: 3 clusters Score -2103094 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2103130.750000 Penalty: 3160.086670
	Iteration 17Q: 3 clusters Score -2103131 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2103163.000000 Penalty: 3160.086670
	Iteration 18Q: 3 clusters Score -2103163 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2103198.500000 Penalty: 3160.086670
	Iteration 19Q: 3 clusters Score -2103198 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2103238.500000 Penalty: 3160.086670
	Iteration 20F: 3 clusters Score -2103238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2103271.750000 Penalty: 3160.086670
	Iteration 21Q: 3 clusters Score -2103272 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2103296.750000 Penalty: 3160.086670
	Iteration 22Q: 3 clusters Score -2103297 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2103325.500000 Penalty: 3160.086670
	Iteration 23Q: 3 clusters Score -2103326 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2103366.750000 Penalty: 3160.086670
	Iteration 24Q: 3 clusters Score -2103367 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2103396.750000 Penalty: 3160.086670
	Iteration 25Q: 3 clusters Score -2103397 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2103417.500000 Penalty: 3160.086670
	Iteration 26Q: 3 clusters Score -2103418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2103438.000000 Penalty: 3160.086670
	Iteration 27Q: 3 clusters Score -2103438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2103452.750000 Penalty: 3160.086670
	Iteration 28Q: 3 clusters Score -2103453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2103469.000000 Penalty: 3160.086670
	Iteration 29Q: 3 clusters Score -2103469 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2103486.750000 Penalty: 3160.086670
	Iteration 30Q: 3 clusters Score -2103487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2103500.250000 Penalty: 3160.086670
	Iteration 31Q: 3 clusters Score -2103500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2103516.250000 Penalty: 3160.086670
	Iteration 32Q: 3 clusters Score -2103516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2103526.000000 Penalty: 3160.086670
	Iteration 33Q: 3 clusters Score -2103526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2103529.750000 Penalty: 3160.086670
	Iteration 34Q: 3 clusters Score -2103530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2103538.250000 Penalty: 3160.086670
	Iteration 35Q: 3 clusters Score -2103538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2103545.750000 Penalty: 3160.086670
	Iteration 36Q: 3 clusters Score -2103546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2103554.750000 Penalty: 3160.086670
	Iteration 37Q: 3 clusters Score -2103555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2103560.750000 Penalty: 3160.086670
	Iteration 38Q: 3 clusters Score -2103561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2103563.750000 Penalty: 3160.086670
	Iteration 39Q: 3 clusters Score -2103564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2103565.750000 Penalty: 3160.086670
	Iteration 40F: 3 clusters Score -2103566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2103572.000000 Penalty: 3160.086670
	Iteration 41Q: 3 clusters Score -2103572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2103577.500000 Penalty: 3160.086670
	Iteration 42Q: 3 clusters Score -2103578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2103578.250000 Penalty: 3160.086670
	Iteration 43Q: 3 clusters Score -2103578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2103581.000000 Penalty: 3160.086670
	Iteration 44Q: 3 clusters Score -2103581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2103583.250000 Penalty: 3160.086670
	Iteration 45Q: 3 clusters Score -2103583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2103584.000000 Penalty: 3160.086670
	Iteration 46Q: 3 clusters Score -2103584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2103589.750000 Penalty: 3160.086670
	Iteration 47Q: 3 clusters Score -2103590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2103590.500000 Penalty: 3160.086670
	Iteration 48Q: 3 clusters Score -2103590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2103591.500000 Penalty: 3160.086670
	Iteration 49Q: 3 clusters Score -2103592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2103591.000000 Penalty: 3160.086670
	Iteration 50Q: 3 clusters Score -2103591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2103594.250000 Penalty: 3160.086670
	Iteration 51Q: 3 clusters Score -2103594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2103592.250000 Penalty: 3160.086670
	Iteration 52Q: 3 clusters Score -2103592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2103595.250000 Penalty: 3160.086670
	Iteration 53Q: 3 clusters Score -2103595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2103594.250000 Penalty: 3160.086670
	Iteration 54Q: 3 clusters Score -2103594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2103600.500000 Penalty: 3160.086670
	Iteration 55Q: 3 clusters Score -2103600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2103601.250000 Penalty: 3160.086670
	Iteration 56Q: 3 clusters Score -2103601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2103603.500000 Penalty: 3160.086670
	Iteration 57Q: 3 clusters Score -2103604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2103610.750000 Penalty: 3160.086670
	Iteration 58Q: 3 clusters Score -2103611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2103615.250000 Penalty: 3160.086670
	Iteration 59Q: 3 clusters Score -2103615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2103618.000000 Penalty: 3160.086670
	Iteration 60F: 3 clusters Score -2103618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2103622.500000 Penalty: 3160.086670
	Iteration 61Q: 3 clusters Score -2103622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2103626.000000 Penalty: 3160.086670
	Iteration 62Q: 3 clusters Score -2103626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2103627.250000 Penalty: 3160.086670
	Iteration 63Q: 3 clusters Score -2103627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2103632.250000 Penalty: 3160.086670
	Iteration 64Q: 3 clusters Score -2103632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2103629.250000 Penalty: 3160.086670
	Iteration 65Q: 3 clusters Score -2103629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2103630.750000 Penalty: 3160.086670
	Iteration 66Q: 3 clusters Score -2103631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2103631.000000 Penalty: 3160.086670
	Iteration 67Q: 3 clusters Score -2103631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2103631.750000 Penalty: 3160.086670
	Iteration 68Q: 3 clusters Score -2103632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2103635.250000 Penalty: 3160.086670
	Iteration 69Q: 3 clusters Score -2103635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2103634.500000 Penalty: 3160.086670
	Iteration 70Q: 3 clusters Score -2103634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2103635.250000 Penalty: 3160.086670
	Iteration 71Q: 3 clusters Score -2103635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2103637.500000 Penalty: 3160.086670
	Iteration 72Q: 3 clusters Score -2103638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2103640.250000 Penalty: 3160.086670
	Iteration 73Q: 3 clusters Score -2103640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2103640.000000 Penalty: 3160.086670
	Iteration 74Q: 3 clusters Score -2103640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2103640.500000 Penalty: 3160.086670
	Iteration 75Q: 3 clusters Score -2103640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2103640.000000 Penalty: 3160.086670
	Iteration 76Q: 3 clusters Score -2103640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2103638.000000 Penalty: 3160.086670
	Iteration 77Q: 3 clusters Score -2103638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2103642.250000 Penalty: 3160.086670
	Iteration 78Q: 3 clusters Score -2103642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2103640.250000 Penalty: 3160.086670
	Iteration 79Q: 3 clusters Score -2103640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2103645.500000 Penalty: 3160.086670
	Iteration 80F: 3 clusters Score -2103646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2103645.750000 Penalty: 3160.086670
	Iteration 81Q: 3 clusters Score -2103646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2103650.250000 Penalty: 3160.086670
	Iteration 82Q: 3 clusters Score -2103650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2103654.750000 Penalty: 3160.086670
	Iteration 83Q: 3 clusters Score -2103655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2103653.500000 Penalty: 3160.086670
	Iteration 84Q: 3 clusters Score -2103654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2103656.500000 Penalty: 3160.086670
	Iteration 85Q: 3 clusters Score -2103656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2103656.750000 Penalty: 3160.086670
	Iteration 86Q: 3 clusters Score -2103657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2103658.000000 Penalty: 3160.086670
	Iteration 87Q: 3 clusters Score -2103658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2103657.500000 Penalty: 3160.086670
	Iteration 88Q: 3 clusters Score -2103658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2103656.500000 Penalty: 3160.086670
	Iteration 89Q: 3 clusters Score -2103656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2103656.500000 Penalty: 3160.086670
	Iteration 90F: 3 clusters Score -2103656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -208734.687500 Penalty: 1226.297485
	Iteration 0F: 2 clusters Score -208734.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -206746.968750 Penalty: 2452.594971
	Iteration 0F: 3 clusters Score -206747 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207374.656250 Penalty: 2452.594971
	Iteration 1F: 3 clusters Score -207374.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -207587.843750 Penalty: 2452.594971
	Iteration 2F: 3 clusters Score -207587.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -207723.875000 Penalty: 2452.594971
	Iteration 3F: 3 clusters Score -207723.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -207815.968750 Penalty: 2452.594971
	Iteration 4Q: 3 clusters Score -207816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -207885.062500 Penalty: 2452.594971
	Iteration 5Q: 3 clusters Score -207885.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -207929.062500 Penalty: 2452.594971
	Iteration 6Q: 3 clusters Score -207929.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -207956.000000 Penalty: 2452.594971
	Iteration 7Q: 3 clusters Score -207956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -207982.359375 Penalty: 2452.594971
	Iteration 8Q: 3 clusters Score -207982.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -208025.984375 Penalty: 2452.594971
	Iteration 9Q: 3 clusters Score -208026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -208094.234375 Penalty: 2452.594971
	Iteration 10Q: 3 clusters Score -208094.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -208149.609375 Penalty: 2452.594971
	Iteration 11Q: 3 clusters Score -208149.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208202.640625 Penalty: 2452.594971
	Iteration 12Q: 3 clusters Score -208202.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -208256.812500 Penalty: 2452.594971
	Iteration 13Q: 3 clusters Score -208256.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -208295.562500 Penalty: 2452.594971
	Iteration 14Q: 3 clusters Score -208295.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -208347.437500 Penalty: 2452.594971
	Iteration 15Q: 3 clusters Score -208347.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -208398.421875 Penalty: 2452.594971
	Iteration 16Q: 3 clusters Score -208398.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -208445.796875 Penalty: 2452.594971
	Iteration 17Q: 3 clusters Score -208445.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -208504.859375 Penalty: 2452.594971
	Iteration 18Q: 3 clusters Score -208504.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -208572.437500 Penalty: 2452.594971
	Iteration 19Q: 3 clusters Score -208572.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -208603.546875 Penalty: 2452.594971
	Iteration 20F: 3 clusters Score -208603.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -208615.265625 Penalty: 2452.594971
	Iteration 21Q: 3 clusters Score -208615.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -208619.093750 Penalty: 2452.594971
	Iteration 22Q: 3 clusters Score -208619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -208620.312500 Penalty: 2452.594971
	Iteration 23Q: 3 clusters Score -208620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -208621.500000 Penalty: 2452.594971
	Iteration 24Q: 3 clusters Score -208621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -208622.437500 Penalty: 2452.594971
	Iteration 25Q: 3 clusters Score -208622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -208625.000000 Penalty: 2452.594971
	Iteration 26Q: 3 clusters Score -208625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -208626.093750 Penalty: 2452.594971
	Iteration 27Q: 3 clusters Score -208626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -208628.625000 Penalty: 2452.594971
	Iteration 28Q: 3 clusters Score -208628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -208631.468750 Penalty: 2452.594971
	Iteration 29Q: 3 clusters Score -208631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -208631.468750 Penalty: 2452.594971
	Iteration 30F: 3 clusters Score -208631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -282487.750000 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -282487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -280200.375000 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -280200.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -280806.312500 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -280806.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -281006.218750 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -281006.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281241.156250 Penalty: 2520.485107
	Iteration 3F: 3 clusters Score -281241.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -281516.875000 Penalty: 2520.485107
	Iteration 4F: 3 clusters Score -281516.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -281722.687500 Penalty: 2520.485107
	Iteration 5F: 3 clusters Score -281722.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -281866.718750 Penalty: 2520.485107
	Iteration 6F: 3 clusters Score -281866.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -281964.187500 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -281964.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -282038.312500 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -282038.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -282099.062500 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -282099.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -282146.593750 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -282146.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -282166.218750 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -282166.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -282176.218750 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -282176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -282183.187500 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -282183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -282189.781250 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -282189.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -282198.218750 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -282198.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -282214.156250 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -282214.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -282260.312500 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -282260.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -282308.093750 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -282308.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -282353.375000 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -282353.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -282398.312500 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -282398.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -282425.687500 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -282425.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -282437.781250 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -282437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -282442.437500 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -282442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282444.593750 Penalty: 2520.485107
	Iteration 24Q: 3 clusters Score -282444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -282446.968750 Penalty: 2520.485107
	Iteration 25Q: 3 clusters Score -282447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282447.437500 Penalty: 2520.485107
	Iteration 26Q: 3 clusters Score -282447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282447.437500 Penalty: 2520.485107
	Iteration 27F: 3 clusters Score -282447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12408.907227 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12408.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12687.468750 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12687.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12837.650391 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12837.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12948.122070 Penalty: 1791.864380
	Iteration 3F: 3 clusters Score -12948.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12990.813477 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12990.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13114.543945 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -13114.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13146.815430 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -13146.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13152.979492 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -13152.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13174.568359 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -13174.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13175.062500 Penalty: 1791.864380
	Iteration 9F: 3 clusters Score -13175.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13217.063477 Penalty: 1791.864380
	Iteration 10Q: 3 clusters Score -13217.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13272.495117 Penalty: 1791.864380
	Iteration 11Q: 3 clusters Score -13272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13283.621094 Penalty: 1791.864380
	Iteration 12Q: 3 clusters Score -13283.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13283.621094 Penalty: 1791.864380
	Iteration 13F: 3 clusters Score -13283.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 114102 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109452 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 126877 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 86488 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16703 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 110 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91340 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34857 members 
Mstep: Class 34 contains 138 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17499 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100790 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7568 members 
Mstep: Class 44 contains 81668 members 
Mstep: Class 45 contains 124789 members 
Entering Unmasked Estep 
Score: -141744848.000000 Penalty: 102089.937500
Splitting cluster 29 changes total score from -141745904.000000 to -141744848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -57952.949219 Penalty: 1044.829468
	Iteration 0F: 2 clusters Score -57952.95 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 289 members 
Entering Unmasked Estep 
Score: -56880.425781 Penalty: 2089.658936
	Iteration 0F: 3 clusters Score -56880.43 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57258.957031 Penalty: 2089.658936
	Iteration 1F: 3 clusters Score -57258.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57453.089844 Penalty: 2089.658936
	Iteration 2F: 3 clusters Score -57453.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -57557.144531 Penalty: 2089.658936
	Iteration 3F: 3 clusters Score -57557.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57644.472656 Penalty: 2089.658936
	Iteration 4Q: 3 clusters Score -57644.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57695.687500 Penalty: 2089.658936
	Iteration 5Q: 3 clusters Score -57695.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57737.128906 Penalty: 2089.658936
	Iteration 6Q: 3 clusters Score -57737.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57761.656250 Penalty: 2089.658936
	Iteration 7Q: 3 clusters Score -57761.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57831.328125 Penalty: 2089.658936
	Iteration 8Q: 3 clusters Score -57831.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57853.683594 Penalty: 2089.658936
	Iteration 9Q: 3 clusters Score -57853.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57860.464844 Penalty: 2089.658936
	Iteration 10Q: 3 clusters Score -57860.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57868.003906 Penalty: 2089.658936
	Iteration 11Q: 3 clusters Score -57868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57878.636719 Penalty: 2089.658936
	Iteration 12Q: 3 clusters Score -57878.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57879.824219 Penalty: 2089.658936
	Iteration 13Q: 3 clusters Score -57879.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57882.222656 Penalty: 2089.658936
	Iteration 14Q: 3 clusters Score -57882.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57887.925781 Penalty: 2089.658936
	Iteration 15Q: 3 clusters Score -57887.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57888.308594 Penalty: 2089.658936
	Iteration 16F: 3 clusters Score -57888.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57896.132812 Penalty: 2089.658936
	Iteration 17Q: 3 clusters Score -57896.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57898.886719 Penalty: 2089.658936
	Iteration 18Q: 3 clusters Score -57898.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57909.960938 Penalty: 2089.658936
	Iteration 19Q: 3 clusters Score -57909.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57917.761719 Penalty: 2089.658936
	Iteration 20F: 3 clusters Score -57917.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57925.578125 Penalty: 2089.658936
	Iteration 21Q: 3 clusters Score -57925.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57926.859375 Penalty: 2089.658936
	Iteration 22Q: 3 clusters Score -57926.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57926.859375 Penalty: 2089.658936
	Iteration 23F: 3 clusters Score -57926.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (91340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Entering Unmasked Estep 
Score: -11541209.000000 Penalty: 1856.130981
	Iteration 0F: 2 clusters Score -1.154121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -11480634.000000 Penalty: 3712.261963
	Iteration 0F: 3 clusters Score -1.148063e+07 nChanged 43456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -11505689.000000 Penalty: 3712.261963
	Iteration 1F: 3 clusters Score -1.150569e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -11506412.000000 Penalty: 3712.261963
	Iteration 2Q: 3 clusters Score -1.150641e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -11507486.000000 Penalty: 3712.261963
	Iteration 3Q: 3 clusters Score -1.150749e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -11509455.000000 Penalty: 3712.261963
	Iteration 4Q: 3 clusters Score -1.150946e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -11512684.000000 Penalty: 3712.261963
	Iteration 5F: 3 clusters Score -1.151268e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -11517726.000000 Penalty: 3712.261963
	Iteration 6F: 3 clusters Score -1.151773e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -11524014.000000 Penalty: 3712.261963
	Iteration 7F: 3 clusters Score -1.152401e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -11530164.000000 Penalty: 3712.261963
	Iteration 8F: 3 clusters Score -1.153016e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -11534346.000000 Penalty: 3712.261963
	Iteration 9F: 3 clusters Score -1.153435e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -11536554.000000 Penalty: 3712.261963
	Iteration 10Q: 3 clusters Score -1.153655e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -11537557.000000 Penalty: 3712.261963
	Iteration 11Q: 3 clusters Score -1.153756e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -11538145.000000 Penalty: 3712.261963
	Iteration 12Q: 3 clusters Score -1.153814e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -11538526.000000 Penalty: 3712.261963
	Iteration 13Q: 3 clusters Score -1.153853e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -11538867.000000 Penalty: 3712.261963
	Iteration 14Q: 3 clusters Score -1.153887e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -11539078.000000 Penalty: 3712.261963
	Iteration 15Q: 3 clusters Score -1.153908e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -11539235.000000 Penalty: 3712.261963
	Iteration 16Q: 3 clusters Score -1.153924e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -11539419.000000 Penalty: 3712.261963
	Iteration 17Q: 3 clusters Score -1.153942e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -11539513.000000 Penalty: 3712.261963
	Iteration 18Q: 3 clusters Score -1.153951e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -11539559.000000 Penalty: 3712.261963
	Iteration 19Q: 3 clusters Score -1.153956e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -11539681.000000 Penalty: 3712.261963
	Iteration 20F: 3 clusters Score -1.153968e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -11539780.000000 Penalty: 3712.261963
	Iteration 21Q: 3 clusters Score -1.153978e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -11539841.000000 Penalty: 3712.261963
	Iteration 22Q: 3 clusters Score -1.153984e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -11539880.000000 Penalty: 3712.261963
	Iteration 23Q: 3 clusters Score -1.153988e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -11539916.000000 Penalty: 3712.261963
	Iteration 24Q: 3 clusters Score -1.153992e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -11539978.000000 Penalty: 3712.261963
	Iteration 25Q: 3 clusters Score -1.153998e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -11539998.000000 Penalty: 3712.261963
	Iteration 26Q: 3 clusters Score -1.154e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11540030.000000 Penalty: 3712.261963
	Iteration 27Q: 3 clusters Score -1.154003e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -11540039.000000 Penalty: 3712.261963
	Iteration 28Q: 3 clusters Score -1.154004e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -11540034.000000 Penalty: 3712.261963
	Iteration 29Q: 3 clusters Score -1.154003e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11540048.000000 Penalty: 3712.261963
	Iteration 30Q: 3 clusters Score -1.154005e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -11540061.000000 Penalty: 3712.261963
	Iteration 31Q: 3 clusters Score -1.154006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -11540066.000000 Penalty: 3712.261963
	Iteration 32Q: 3 clusters Score -1.154007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11540071.000000 Penalty: 3712.261963
	Iteration 33Q: 3 clusters Score -1.154007e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11540075.000000 Penalty: 3712.261963
	Iteration 34Q: 3 clusters Score -1.154008e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11540108.000000 Penalty: 3712.261963
	Iteration 35Q: 3 clusters Score -1.154011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11540110.000000 Penalty: 3712.261963
	Iteration 36Q: 3 clusters Score -1.154011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -11540117.000000 Penalty: 3712.261963
	Iteration 37Q: 3 clusters Score -1.154012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -11540110.000000 Penalty: 3712.261963
	Iteration 38Q: 3 clusters Score -1.154011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -11540110.000000 Penalty: 3712.261963
	Iteration 39Q: 3 clusters Score -1.154011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11540127.000000 Penalty: 3712.261963
	Iteration 40F: 3 clusters Score -1.154013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89130 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -11540130.000000 Penalty: 3712.261963
	Iteration 41Q: 3 clusters Score -1.154013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -11540134.000000 Penalty: 3712.261963
	Iteration 42Q: 3 clusters Score -1.154013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -11540134.000000 Penalty: 3712.261963
	Iteration 43Q: 3 clusters Score -1.154013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11540134.000000 Penalty: 3712.261963
	Iteration 44Q: 3 clusters Score -1.154013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89214 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -11540137.000000 Penalty: 3712.261963
	Iteration 45Q: 3 clusters Score -1.154014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11540133.000000 Penalty: 3712.261963
	Iteration 46Q: 3 clusters Score -1.154013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11540132.000000 Penalty: 3712.261963
	Iteration 47Q: 3 clusters Score -1.154013e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11540132.000000 Penalty: 3712.261963
	Iteration 48Q: 3 clusters Score -1.154013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -11540127.000000 Penalty: 3712.261963
	Iteration 49Q: 3 clusters Score -1.154013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11540121.000000 Penalty: 3712.261963
	Iteration 50Q: 3 clusters Score -1.154012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11540129.000000 Penalty: 3712.261963
	Iteration 51Q: 3 clusters Score -1.154013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11540134.000000 Penalty: 3712.261963
	Iteration 52Q: 3 clusters Score -1.154013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11540142.000000 Penalty: 3712.261963
	Iteration 53Q: 3 clusters Score -1.154014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11540148.000000 Penalty: 3712.261963
	Iteration 54Q: 3 clusters Score -1.154015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11540143.000000 Penalty: 3712.261963
	Iteration 55Q: 3 clusters Score -1.154014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11540151.000000 Penalty: 3712.261963
	Iteration 56Q: 3 clusters Score -1.154015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11540152.000000 Penalty: 3712.261963
	Iteration 57Q: 3 clusters Score -1.154015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11540152.000000 Penalty: 3712.261963
	Iteration 58Q: 3 clusters Score -1.154015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -11540157.000000 Penalty: 3712.261963
	Iteration 59Q: 3 clusters Score -1.154016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11540155.000000 Penalty: 3712.261963
	Iteration 60F: 3 clusters Score -1.154016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89376 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11540161.000000 Penalty: 3712.261963
	Iteration 61Q: 3 clusters Score -1.154016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -11540161.000000 Penalty: 3712.261963
	Iteration 62Q: 3 clusters Score -1.154016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -11540165.000000 Penalty: 3712.261963
	Iteration 63Q: 3 clusters Score -1.154016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -11540164.000000 Penalty: 3712.261963
	Iteration 64Q: 3 clusters Score -1.154016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11540168.000000 Penalty: 3712.261963
	Iteration 65Q: 3 clusters Score -1.154017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11540168.000000 Penalty: 3712.261963
	Iteration 66F: 3 clusters Score -1.154017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35029.101562 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35029.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35635.269531 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35635.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36251.582031 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -36251.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36727.515625 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -36727.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36848.148438 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -36848.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36874.246094 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -36874.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36887.863281 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36887.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36890.925781 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -36890.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36890.925781 Penalty: 1991.941284
	Iteration 8F: 3 clusters Score -36890.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 114102 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109452 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 126877 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 86488 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16703 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91340 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 34857 members 
Mstep: Class 34 contains 218 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17499 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100790 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7568 members 
Mstep: Class 44 contains 81668 members 
Mstep: Class 45 contains 124789 members 
Entering Unmasked Estep 
Score: -141745632.000000 Penalty: 102089.937500
Splitting cluster 32 changes total score from -141745904.000000 to -141745632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (34857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Entering Unmasked Estep 
Score: -4423439.500000 Penalty: 1699.588989
	Iteration 0F: 2 clusters Score -4423440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4399970.500000 Penalty: 3399.177979
	Iteration 0F: 3 clusters Score -4399970 nChanged 16042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4409272.000000 Penalty: 3399.177979
	Iteration 1F: 3 clusters Score -4409272 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4409931.000000 Penalty: 3399.177979
	Iteration 2Q: 3 clusters Score -4409931 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4410838.000000 Penalty: 3399.177979
	Iteration 3F: 3 clusters Score -4410838 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -4412040.000000 Penalty: 3399.177979
	Iteration 4F: 3 clusters Score -4412040 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4413761.500000 Penalty: 3399.177979
	Iteration 5F: 3 clusters Score -4413762 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -4416057.500000 Penalty: 3399.177979
	Iteration 6F: 3 clusters Score -4416058 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4418347.500000 Penalty: 3399.177979
	Iteration 7F: 3 clusters Score -4418348 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4420112.000000 Penalty: 3399.177979
	Iteration 8F: 3 clusters Score -4420112 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4421139.500000 Penalty: 3399.177979
	Iteration 9Q: 3 clusters Score -4421140 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4421600.500000 Penalty: 3399.177979
	Iteration 10Q: 3 clusters Score -4421600 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4421776.500000 Penalty: 3399.177979
	Iteration 11Q: 3 clusters Score -4421776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4421839.500000 Penalty: 3399.177979
	Iteration 12Q: 3 clusters Score -4421840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4421870.000000 Penalty: 3399.177979
	Iteration 13Q: 3 clusters Score -4421870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4421893.500000 Penalty: 3399.177979
	Iteration 14Q: 3 clusters Score -4421894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4421911.500000 Penalty: 3399.177979
	Iteration 15Q: 3 clusters Score -4421912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4421918.500000 Penalty: 3399.177979
	Iteration 16Q: 3 clusters Score -4421918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4421920.000000 Penalty: 3399.177979
	Iteration 17Q: 3 clusters Score -4421920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4421926.000000 Penalty: 3399.177979
	Iteration 18Q: 3 clusters Score -4421926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4421925.000000 Penalty: 3399.177979
	Iteration 19Q: 3 clusters Score -4421925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4421922.000000 Penalty: 3399.177979
	Iteration 20F: 3 clusters Score -4421922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -52593.437500 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -52593.44 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 277 members 
Entering Unmasked Estep 
Score: -51560.699219 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -51560.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51798.675781 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -51798.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51891.550781 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -51891.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51941.082031 Penalty: 2041.736694
	Iteration 3Q: 3 clusters Score -51941.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51989.195312 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -51989.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52026.027344 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -52026.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52079.652344 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -52079.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52113.574219 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -52113.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52154.421875 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -52154.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52193.347656 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -52193.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52232.835938 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -52232.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52244.109375 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -52244.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52250.000000 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -52250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52250.542969 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -52250.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52256.425781 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -52256.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52261.804688 Penalty: 2041.736694
	Iteration 15F: 3 clusters Score -52261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52296.117188 Penalty: 2041.736694
	Iteration 16Q: 3 clusters Score -52296.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52321.484375 Penalty: 2041.736694
	Iteration 17Q: 3 clusters Score -52321.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52331.367188 Penalty: 2041.736694
	Iteration 18Q: 3 clusters Score -52331.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52336.914062 Penalty: 2041.736694
	Iteration 19Q: 3 clusters Score -52336.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52336.914062 Penalty: 2041.736694
	Iteration 20F: 3 clusters Score -52336.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Entering Unmasked Estep 
Score: -2145513.250000 Penalty: 1587.608643
	Iteration 0F: 2 clusters Score -2145513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2133529.250000 Penalty: 3175.217285
	Iteration 0F: 3 clusters Score -2133529 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2138133.500000 Penalty: 3175.217285
	Iteration 1F: 3 clusters Score -2138134 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2138748.500000 Penalty: 3175.217285
	Iteration 2F: 3 clusters Score -2138748 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2139466.750000 Penalty: 3175.217285
	Iteration 3F: 3 clusters Score -2139467 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2140216.250000 Penalty: 3175.217285
	Iteration 4F: 3 clusters Score -2140216 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2140884.000000 Penalty: 3175.217285
	Iteration 5F: 3 clusters Score -2140884 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2141392.750000 Penalty: 3175.217285
	Iteration 6F: 3 clusters Score -2141393 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2141797.250000 Penalty: 3175.217285
	Iteration 7Q: 3 clusters Score -2141797 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2142134.000000 Penalty: 3175.217285
	Iteration 8Q: 3 clusters Score -2142134 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2142449.000000 Penalty: 3175.217285
	Iteration 9Q: 3 clusters Score -2142449 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2142715.000000 Penalty: 3175.217285
	Iteration 10Q: 3 clusters Score -2142715 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2142943.500000 Penalty: 3175.217285
	Iteration 11Q: 3 clusters Score -2142944 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2143173.500000 Penalty: 3175.217285
	Iteration 12Q: 3 clusters Score -2143174 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2143441.250000 Penalty: 3175.217285
	Iteration 13Q: 3 clusters Score -2143441 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2143734.500000 Penalty: 3175.217285
	Iteration 14Q: 3 clusters Score -2143734 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2144003.000000 Penalty: 3175.217285
	Iteration 15Q: 3 clusters Score -2144003 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2144179.750000 Penalty: 3175.217285
	Iteration 16Q: 3 clusters Score -2144180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2144290.250000 Penalty: 3175.217285
	Iteration 17Q: 3 clusters Score -2144290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2144362.750000 Penalty: 3175.217285
	Iteration 18Q: 3 clusters Score -2144363 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2144413.500000 Penalty: 3175.217285
	Iteration 19Q: 3 clusters Score -2144414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2144448.500000 Penalty: 3175.217285
	Iteration 20F: 3 clusters Score -2144448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2144480.750000 Penalty: 3175.217285
	Iteration 21Q: 3 clusters Score -2144481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2144509.500000 Penalty: 3175.217285
	Iteration 22Q: 3 clusters Score -2144510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2144548.500000 Penalty: 3175.217285
	Iteration 23Q: 3 clusters Score -2144548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2144566.250000 Penalty: 3175.217285
	Iteration 24Q: 3 clusters Score -2144566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2144577.500000 Penalty: 3175.217285
	Iteration 25Q: 3 clusters Score -2144578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2144588.250000 Penalty: 3175.217285
	Iteration 26Q: 3 clusters Score -2144588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2144591.000000 Penalty: 3175.217285
	Iteration 27Q: 3 clusters Score -2144591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2144597.500000 Penalty: 3175.217285
	Iteration 28Q: 3 clusters Score -2144598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2144603.000000 Penalty: 3175.217285
	Iteration 29Q: 3 clusters Score -2144603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2144605.000000 Penalty: 3175.217285
	Iteration 30Q: 3 clusters Score -2144605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2144614.750000 Penalty: 3175.217285
	Iteration 31Q: 3 clusters Score -2144615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2144622.750000 Penalty: 3175.217285
	Iteration 32Q: 3 clusters Score -2144623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2144630.250000 Penalty: 3175.217285
	Iteration 33Q: 3 clusters Score -2144630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2144634.250000 Penalty: 3175.217285
	Iteration 34Q: 3 clusters Score -2144634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2144639.750000 Penalty: 3175.217285
	Iteration 35Q: 3 clusters Score -2144640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2144637.750000 Penalty: 3175.217285
	Iteration 36Q: 3 clusters Score -2144638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2144642.500000 Penalty: 3175.217285
	Iteration 37Q: 3 clusters Score -2144642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2144647.250000 Penalty: 3175.217285
	Iteration 38Q: 3 clusters Score -2144647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2144646.500000 Penalty: 3175.217285
	Iteration 39Q: 3 clusters Score -2144646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2144648.750000 Penalty: 3175.217285
	Iteration 40F: 3 clusters Score -2144649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2144647.000000 Penalty: 3175.217285
	Iteration 41Q: 3 clusters Score -2144647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2144650.500000 Penalty: 3175.217285
	Iteration 42Q: 3 clusters Score -2144650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2144649.500000 Penalty: 3175.217285
	Iteration 43Q: 3 clusters Score -2144650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2144649.000000 Penalty: 3175.217285
	Iteration 44Q: 3 clusters Score -2144649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2144651.500000 Penalty: 3175.217285
	Iteration 45Q: 3 clusters Score -2144652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2144650.000000 Penalty: 3175.217285
	Iteration 46Q: 3 clusters Score -2144650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2144650.000000 Penalty: 3175.217285
	Iteration 47F: 3 clusters Score -2144650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -882325.062500 Penalty: 1442.801147
	Iteration 0F: 2 clusters Score -882325.1 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 3613 members 
Entering Unmasked Estep 
Score: -876915.250000 Penalty: 2885.602295
	Iteration 0F: 3 clusters Score -876915.2 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -878502.750000 Penalty: 2885.602295
	Iteration 1F: 3 clusters Score -878502.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -878734.437500 Penalty: 2885.602295
	Iteration 2F: 3 clusters Score -878734.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -878924.062500 Penalty: 2885.602295
	Iteration 3F: 3 clusters Score -878924.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -879089.875000 Penalty: 2885.602295
	Iteration 4Q: 3 clusters Score -879089.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -879237.000000 Penalty: 2885.602295
	Iteration 5Q: 3 clusters Score -879237 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -879407.000000 Penalty: 2885.602295
	Iteration 6Q: 3 clusters Score -879407 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -879586.312500 Penalty: 2885.602295
	Iteration 7Q: 3 clusters Score -879586.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -879806.812500 Penalty: 2885.602295
	Iteration 8Q: 3 clusters Score -879806.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -880034.875000 Penalty: 2885.602295
	Iteration 9Q: 3 clusters Score -880034.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -880270.687500 Penalty: 2885.602295
	Iteration 10Q: 3 clusters Score -880270.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -880465.125000 Penalty: 2885.602295
	Iteration 11Q: 3 clusters Score -880465.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -880629.625000 Penalty: 2885.602295
	Iteration 12Q: 3 clusters Score -880629.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -880759.125000 Penalty: 2885.602295
	Iteration 13Q: 3 clusters Score -880759.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -880846.375000 Penalty: 2885.602295
	Iteration 14Q: 3 clusters Score -880846.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -880902.312500 Penalty: 2885.602295
	Iteration 15Q: 3 clusters Score -880902.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -880946.687500 Penalty: 2885.602295
	Iteration 16Q: 3 clusters Score -880946.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -880977.875000 Penalty: 2885.602295
	Iteration 17Q: 3 clusters Score -880977.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -881006.437500 Penalty: 2885.602295
	Iteration 18Q: 3 clusters Score -881006.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -881018.750000 Penalty: 2885.602295
	Iteration 19Q: 3 clusters Score -881018.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -881027.125000 Penalty: 2885.602295
	Iteration 20F: 3 clusters Score -881027.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -881033.625000 Penalty: 2885.602295
	Iteration 21Q: 3 clusters Score -881033.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -881038.187500 Penalty: 2885.602295
	Iteration 22Q: 3 clusters Score -881038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -881042.812500 Penalty: 2885.602295
	Iteration 23Q: 3 clusters Score -881042.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -881048.500000 Penalty: 2885.602295
	Iteration 24Q: 3 clusters Score -881048.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -881055.937500 Penalty: 2885.602295
	Iteration 25Q: 3 clusters Score -881055.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -881058.437500 Penalty: 2885.602295
	Iteration 26Q: 3 clusters Score -881058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -881061.562500 Penalty: 2885.602295
	Iteration 27Q: 3 clusters Score -881061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -881063.812500 Penalty: 2885.602295
	Iteration 28Q: 3 clusters Score -881063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -881062.125000 Penalty: 2885.602295
	Iteration 29Q: 3 clusters Score -881062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -881065.500000 Penalty: 2885.602295
	Iteration 30Q: 3 clusters Score -881065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -881065.875000 Penalty: 2885.602295
	Iteration 31Q: 3 clusters Score -881065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -881066.187500 Penalty: 2885.602295
	Iteration 32Q: 3 clusters Score -881066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -881066.187500 Penalty: 2885.602295
	Iteration 33F: 3 clusters Score -881066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 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 215 members 
Entering Unmasked Estep 
Score: -50709.367188 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50709.37 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50828.179688 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50828.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50870.371094 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -50870.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50897.285156 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50897.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50912.199219 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50923.027344 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50923.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50923.027344 Penalty: 1989.096680
	Iteration 6F: 3 clusters Score -50923.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -141732.031250 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -141732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140133.234375 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -140133.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140488.281250 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -140488.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -140644.531250 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -140644.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140735.093750 Penalty: 2319.356934
	Iteration 3F: 3 clusters Score -140735.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -140812.984375 Penalty: 2319.356934
	Iteration 4F: 3 clusters Score -140813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140847.656250 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -140847.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140875.750000 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -140875.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140901.453125 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -140901.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -140922.062500 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -140922.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -140962.765625 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -140962.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -140983.906250 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -140983.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -141000.531250 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -141000.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -141024.984375 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -141025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141041.375000 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -141041.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -141060.718750 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -141060.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -141075.250000 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -141075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -141087.031250 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -141087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -141102.515625 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -141102.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -141113.093750 Penalty: 2319.356934
	Iteration 18Q: 3 clusters Score -141113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -141122.093750 Penalty: 2319.356934
	Iteration 19Q: 3 clusters Score -141122.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -141133.234375 Penalty: 2319.356934
	Iteration 20F: 3 clusters Score -141133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -141146.593750 Penalty: 2319.356934
	Iteration 21Q: 3 clusters Score -141146.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -141160.921875 Penalty: 2319.356934
	Iteration 22Q: 3 clusters Score -141160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -141165.015625 Penalty: 2319.356934
	Iteration 23Q: 3 clusters Score -141165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -141165.984375 Penalty: 2319.356934
	Iteration 24Q: 3 clusters Score -141166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -141167.937500 Penalty: 2319.356934
	Iteration 25Q: 3 clusters Score -141167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -141169.187500 Penalty: 2319.356934
	Iteration 26Q: 3 clusters Score -141169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141175.234375 Penalty: 2319.356934
	Iteration 27Q: 3 clusters Score -141175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141179.531250 Penalty: 2319.356934
	Iteration 28Q: 3 clusters Score -141179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -141182.562500 Penalty: 2319.356934
	Iteration 29Q: 3 clusters Score -141182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141183.734375 Penalty: 2319.356934
	Iteration 30Q: 3 clusters Score -141183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -141186.593750 Penalty: 2319.356934
	Iteration 31Q: 3 clusters Score -141186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -141193.250000 Penalty: 2319.356934
	Iteration 32Q: 3 clusters Score -141193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -141197.562500 Penalty: 2319.356934
	Iteration 33Q: 3 clusters Score -141197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -141199.953125 Penalty: 2319.356934
	Iteration 34Q: 3 clusters Score -141200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141201.015625 Penalty: 2319.356934
	Iteration 35Q: 3 clusters Score -141201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141201.015625 Penalty: 2319.356934
	Iteration 36F: 3 clusters Score -141201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6107.338379 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6107.338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6262.303223 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6262.303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6304.394043 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -6304.394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6351.473633 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6351.474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6366.475098 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -6366.475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6371.469727 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -6371.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6371.469727 Penalty: 1717.041138
	Iteration 6F: 3 clusters Score -6371.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (100790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Entering Unmasked Estep 
Score: -12670599.000000 Penalty: 1872.129150
	Iteration 0F: 2 clusters Score -1.26706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -12604526.000000 Penalty: 3744.258301
	Iteration 0F: 3 clusters Score -1.260453e+07 nChanged 48050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -12633098.000000 Penalty: 3744.258301
	Iteration 1F: 3 clusters Score -1.26331e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -12634505.000000 Penalty: 3744.258301
	Iteration 2Q: 3 clusters Score -1.26345e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -12636805.000000 Penalty: 3744.258301
	Iteration 3F: 3 clusters Score -1.26368e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -12640442.000000 Penalty: 3744.258301
	Iteration 4F: 3 clusters Score -1.264044e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -12645802.000000 Penalty: 3744.258301
	Iteration 5F: 3 clusters Score -1.26458e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -12652562.000000 Penalty: 3744.258301
	Iteration 6F: 3 clusters Score -1.265256e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -12659295.000000 Penalty: 3744.258301
	Iteration 7F: 3 clusters Score -1.26593e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -12664471.000000 Penalty: 3744.258301
	Iteration 8F: 3 clusters Score -1.266447e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -12667122.000000 Penalty: 3744.258301
	Iteration 9Q: 3 clusters Score -1.266712e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -12668310.000000 Penalty: 3744.258301
	Iteration 10Q: 3 clusters Score -1.266831e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -12668649.000000 Penalty: 3744.258301
	Iteration 11Q: 3 clusters Score -1.266865e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -12668773.000000 Penalty: 3744.258301
	Iteration 12Q: 3 clusters Score -1.266877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -12668831.000000 Penalty: 3744.258301
	Iteration 13Q: 3 clusters Score -1.266883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -12668853.000000 Penalty: 3744.258301
	Iteration 14Q: 3 clusters Score -1.266885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -12668857.000000 Penalty: 3744.258301
	Iteration 15Q: 3 clusters Score -1.266886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -12668863.000000 Penalty: 3744.258301
	Iteration 16Q: 3 clusters Score -1.266886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -12668881.000000 Penalty: 3744.258301
	Iteration 17Q: 3 clusters Score -1.266888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -12668882.000000 Penalty: 3744.258301
	Iteration 18Q: 3 clusters Score -1.266888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -12668896.000000 Penalty: 3744.258301
	Iteration 19Q: 3 clusters Score -1.26689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 100652 members 
Entering Unmasked Estep 
Score: -12668900.000000 Penalty: 3744.258301
	Iteration 20F: 3 clusters Score -1.26689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -12668910.000000 Penalty: 3744.258301
	Iteration 21Q: 3 clusters Score -1.266891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -12668911.000000 Penalty: 3744.258301
	Iteration 22Q: 3 clusters Score -1.266891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -12668918.000000 Penalty: 3744.258301
	Iteration 23Q: 3 clusters Score -1.266892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -12668922.000000 Penalty: 3744.258301
	Iteration 24Q: 3 clusters Score -1.266892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -12668923.000000 Penalty: 3744.258301
	Iteration 25Q: 3 clusters Score -1.266892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -12668922.000000 Penalty: 3744.258301
	Iteration 26Q: 3 clusters Score -1.266892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -12668927.000000 Penalty: 3744.258301
	Iteration 27Q: 3 clusters Score -1.266893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -12668927.000000 Penalty: 3744.258301
	Iteration 28Q: 3 clusters Score -1.266893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -12668919.000000 Penalty: 3744.258301
	Iteration 29Q: 3 clusters Score -1.266892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -12668919.000000 Penalty: 3744.258301
	Iteration 30F: 3 clusters Score -1.266892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50013.019531 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50013.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50163.152344 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50163.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50234.847656 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -50234.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50275.218750 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -50275.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50284.433594 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50284.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50291.363281 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50291.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50295.976562 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50295.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50295.976562 Penalty: 1981.143066
	Iteration 7F: 3 clusters Score -50295.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -974558.750000 Penalty: 1451.398682
	Iteration 0F: 2 clusters Score -974558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -968919.937500 Penalty: 2902.797363
	Iteration 0F: 3 clusters Score -968919.9 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -970723.000000 Penalty: 2902.797363
	Iteration 1F: 3 clusters Score -970723 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -970906.062500 Penalty: 2902.797363
	Iteration 2F: 3 clusters Score -970906.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -971034.625000 Penalty: 2902.797363
	Iteration 3Q: 3 clusters Score -971034.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -971122.125000 Penalty: 2902.797363
	Iteration 4Q: 3 clusters Score -971122.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -971193.750000 Penalty: 2902.797363
	Iteration 5Q: 3 clusters Score -971193.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -971255.625000 Penalty: 2902.797363
	Iteration 6Q: 3 clusters Score -971255.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -971312.125000 Penalty: 2902.797363
	Iteration 7Q: 3 clusters Score -971312.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -971369.437500 Penalty: 2902.797363
	Iteration 8Q: 3 clusters Score -971369.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -971434.875000 Penalty: 2902.797363
	Iteration 9Q: 3 clusters Score -971434.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -971527.375000 Penalty: 2902.797363
	Iteration 10Q: 3 clusters Score -971527.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -971658.500000 Penalty: 2902.797363
	Iteration 11Q: 3 clusters Score -971658.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -971796.250000 Penalty: 2902.797363
	Iteration 12Q: 3 clusters Score -971796.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -971951.125000 Penalty: 2902.797363
	Iteration 13Q: 3 clusters Score -971951.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -972120.687500 Penalty: 2902.797363
	Iteration 14Q: 3 clusters Score -972120.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -972303.625000 Penalty: 2902.797363
	Iteration 15Q: 3 clusters Score -972303.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -972492.687500 Penalty: 2902.797363
	Iteration 16Q: 3 clusters Score -972492.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -972660.625000 Penalty: 2902.797363
	Iteration 17Q: 3 clusters Score -972660.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -972800.437500 Penalty: 2902.797363
	Iteration 18Q: 3 clusters Score -972800.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -972918.687500 Penalty: 2902.797363
	Iteration 19Q: 3 clusters Score -972918.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -973016.750000 Penalty: 2902.797363
	Iteration 20F: 3 clusters Score -973016.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -973089.875000 Penalty: 2902.797363
	Iteration 21Q: 3 clusters Score -973089.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -973142.812500 Penalty: 2902.797363
	Iteration 22Q: 3 clusters Score -973142.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -973175.625000 Penalty: 2902.797363
	Iteration 23Q: 3 clusters Score -973175.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -973201.000000 Penalty: 2902.797363
	Iteration 24Q: 3 clusters Score -973201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -973213.562500 Penalty: 2902.797363
	Iteration 25Q: 3 clusters Score -973213.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -973223.187500 Penalty: 2902.797363
	Iteration 26Q: 3 clusters Score -973223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -973228.375000 Penalty: 2902.797363
	Iteration 27Q: 3 clusters Score -973228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -973228.500000 Penalty: 2902.797363
	Iteration 28Q: 3 clusters Score -973228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -973229.812500 Penalty: 2902.797363
	Iteration 29Q: 3 clusters Score -973229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -973230.437500 Penalty: 2902.797363
	Iteration 30Q: 3 clusters Score -973230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -973231.687500 Penalty: 2902.797363
	Iteration 31Q: 3 clusters Score -973231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -973234.437500 Penalty: 2902.797363
	Iteration 32Q: 3 clusters Score -973234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -973236.750000 Penalty: 2902.797363
	Iteration 33Q: 3 clusters Score -973236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -973246.250000 Penalty: 2902.797363
	Iteration 34Q: 3 clusters Score -973246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -973250.312500 Penalty: 2902.797363
	Iteration 35Q: 3 clusters Score -973250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -973258.562500 Penalty: 2902.797363
	Iteration 36Q: 3 clusters Score -973258.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -973265.125000 Penalty: 2902.797363
	Iteration 37Q: 3 clusters Score -973265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -973271.437500 Penalty: 2902.797363
	Iteration 38Q: 3 clusters Score -973271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -973277.687500 Penalty: 2902.797363
	Iteration 39Q: 3 clusters Score -973277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -973282.562500 Penalty: 2902.797363
	Iteration 40F: 3 clusters Score -973282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -973285.000000 Penalty: 2902.797363
	Iteration 41Q: 3 clusters Score -973285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -973289.437500 Penalty: 2902.797363
	Iteration 42Q: 3 clusters Score -973289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -973293.187500 Penalty: 2902.797363
	Iteration 43Q: 3 clusters Score -973293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -973296.500000 Penalty: 2902.797363
	Iteration 44Q: 3 clusters Score -973296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -973302.187500 Penalty: 2902.797363
	Iteration 45Q: 3 clusters Score -973302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -973308.812500 Penalty: 2902.797363
	Iteration 46Q: 3 clusters Score -973308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -973313.375000 Penalty: 2902.797363
	Iteration 47Q: 3 clusters Score -973313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -973318.750000 Penalty: 2902.797363
	Iteration 48Q: 3 clusters Score -973318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -973321.187500 Penalty: 2902.797363
	Iteration 49Q: 3 clusters Score -973321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -973320.375000 Penalty: 2902.797363
	Iteration 50Q: 3 clusters Score -973320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -973324.187500 Penalty: 2902.797363
	Iteration 51Q: 3 clusters Score -973324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -973325.187500 Penalty: 2902.797363
	Iteration 52Q: 3 clusters Score -973325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -973325.187500 Penalty: 2902.797363
	Iteration 53F: 3 clusters Score -973325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (81668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Entering Unmasked Estep 
Score: -10379146.000000 Penalty: 1837.942749
	Iteration 0F: 2 clusters Score -1.037915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -10325441.000000 Penalty: 3675.885498
	Iteration 0F: 3 clusters Score -1.032544e+07 nChanged 38855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -10348196.000000 Penalty: 3675.885498
	Iteration 1F: 3 clusters Score -1.03482e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -10349037.000000 Penalty: 3675.885498
	Iteration 2Q: 3 clusters Score -1.034904e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -10350247.000000 Penalty: 3675.885498
	Iteration 3Q: 3 clusters Score -1.035025e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -10352378.000000 Penalty: 3675.885498
	Iteration 4Q: 3 clusters Score -1.035238e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -10355817.000000 Penalty: 3675.885498
	Iteration 5F: 3 clusters Score -1.035582e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -10360500.000000 Penalty: 3675.885498
	Iteration 6F: 3 clusters Score -1.03605e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -10365048.000000 Penalty: 3675.885498
	Iteration 7F: 3 clusters Score -1.036505e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -10368106.000000 Penalty: 3675.885498
	Iteration 8F: 3 clusters Score -1.036811e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -10369651.000000 Penalty: 3675.885498
	Iteration 9Q: 3 clusters Score -1.036965e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -10370590.000000 Penalty: 3675.885498
	Iteration 10Q: 3 clusters Score -1.037059e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -10371209.000000 Penalty: 3675.885498
	Iteration 11Q: 3 clusters Score -1.037121e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -10371688.000000 Penalty: 3675.885498
	Iteration 12Q: 3 clusters Score -1.037169e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -10372254.000000 Penalty: 3675.885498
	Iteration 13Q: 3 clusters Score -1.037225e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -10372824.000000 Penalty: 3675.885498
	Iteration 14Q: 3 clusters Score -1.037282e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -10373330.000000 Penalty: 3675.885498
	Iteration 15Q: 3 clusters Score -1.037333e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -10373814.000000 Penalty: 3675.885498
	Iteration 16Q: 3 clusters Score -1.037381e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -10374291.000000 Penalty: 3675.885498
	Iteration 17Q: 3 clusters Score -1.037429e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -10374689.000000 Penalty: 3675.885498
	Iteration 18Q: 3 clusters Score -1.037469e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -10375089.000000 Penalty: 3675.885498
	Iteration 19Q: 3 clusters Score -1.037509e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -10375489.000000 Penalty: 3675.885498
	Iteration 20F: 3 clusters Score -1.037549e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -10375809.000000 Penalty: 3675.885498
	Iteration 21Q: 3 clusters Score -1.037581e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -10376099.000000 Penalty: 3675.885498
	Iteration 22Q: 3 clusters Score -1.03761e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -10376325.000000 Penalty: 3675.885498
	Iteration 23Q: 3 clusters Score -1.037632e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10376537.000000 Penalty: 3675.885498
	Iteration 24Q: 3 clusters Score -1.037654e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10376675.000000 Penalty: 3675.885498
	Iteration 25Q: 3 clusters Score -1.037668e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10376817.000000 Penalty: 3675.885498
	Iteration 26Q: 3 clusters Score -1.037682e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10376942.000000 Penalty: 3675.885498
	Iteration 27Q: 3 clusters Score -1.037694e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10377064.000000 Penalty: 3675.885498
	Iteration 28Q: 3 clusters Score -1.037706e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10377124.000000 Penalty: 3675.885498
	Iteration 29Q: 3 clusters Score -1.037712e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10377188.000000 Penalty: 3675.885498
	Iteration 30Q: 3 clusters Score -1.037719e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10377251.000000 Penalty: 3675.885498
	Iteration 31Q: 3 clusters Score -1.037725e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10377338.000000 Penalty: 3675.885498
	Iteration 32Q: 3 clusters Score -1.037734e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10377371.000000 Penalty: 3675.885498
	Iteration 33Q: 3 clusters Score -1.037737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10377404.000000 Penalty: 3675.885498
	Iteration 34Q: 3 clusters Score -1.03774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10377428.000000 Penalty: 3675.885498
	Iteration 35Q: 3 clusters Score -1.037743e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10377461.000000 Penalty: 3675.885498
	Iteration 36Q: 3 clusters Score -1.037746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10377491.000000 Penalty: 3675.885498
	Iteration 37Q: 3 clusters Score -1.037749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10377508.000000 Penalty: 3675.885498
	Iteration 38Q: 3 clusters Score -1.037751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10377508.000000 Penalty: 3675.885498
	Iteration 39Q: 3 clusters Score -1.037751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10377501.000000 Penalty: 3675.885498
	Iteration 40F: 3 clusters Score -1.03775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10377501.000000 Penalty: 3675.885498
	Iteration 41Q: 3 clusters Score -1.03775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10377512.000000 Penalty: 3675.885498
	Iteration 42Q: 3 clusters Score -1.037751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10377526.000000 Penalty: 3675.885498
	Iteration 43Q: 3 clusters Score -1.037753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10377525.000000 Penalty: 3675.885498
	Iteration 44Q: 3 clusters Score -1.037752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10377542.000000 Penalty: 3675.885498
	Iteration 45Q: 3 clusters Score -1.037754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10377560.000000 Penalty: 3675.885498
	Iteration 46Q: 3 clusters Score -1.037756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10377562.000000 Penalty: 3675.885498
	Iteration 47Q: 3 clusters Score -1.037756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10377568.000000 Penalty: 3675.885498
	Iteration 48Q: 3 clusters Score -1.037757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10377578.000000 Penalty: 3675.885498
	Iteration 49Q: 3 clusters Score -1.037758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10377587.000000 Penalty: 3675.885498
	Iteration 50Q: 3 clusters Score -1.037759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10377586.000000 Penalty: 3675.885498
	Iteration 51Q: 3 clusters Score -1.037759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10377597.000000 Penalty: 3675.885498
	Iteration 52Q: 3 clusters Score -1.03776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10377593.000000 Penalty: 3675.885498
	Iteration 53Q: 3 clusters Score -1.037759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10377607.000000 Penalty: 3675.885498
	Iteration 54Q: 3 clusters Score -1.037761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10377604.000000 Penalty: 3675.885498
	Iteration 55Q: 3 clusters Score -1.03776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10377609.000000 Penalty: 3675.885498
	Iteration 56Q: 3 clusters Score -1.037761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10377615.000000 Penalty: 3675.885498
	Iteration 57Q: 3 clusters Score -1.037762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10377615.000000 Penalty: 3675.885498
	Iteration 58F: 3 clusters Score -1.037762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (124789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124789 members 
Entering Unmasked Estep 
Score: -15821562.000000 Penalty: 1906.836670
	Iteration 0F: 2 clusters Score -1.582156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -15751510.000000 Penalty: 3813.673340
	Iteration 0F: 3 clusters Score -1.575151e+07 nChanged 59824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -15787616.000000 Penalty: 3813.673340
	Iteration 1F: 3 clusters Score -1.578762e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -15789519.000000 Penalty: 3813.673340
	Iteration 2Q: 3 clusters Score -1.578952e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -15792332.000000 Penalty: 3813.673340
	Iteration 3F: 3 clusters Score -1.579233e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -15796858.000000 Penalty: 3813.673340
	Iteration 4F: 3 clusters Score -1.579686e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -15803125.000000 Penalty: 3813.673340
	Iteration 5F: 3 clusters Score -1.580312e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -15810661.000000 Penalty: 3813.673340
	Iteration 6F: 3 clusters Score -1.581066e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 96909 members 
Entering Unmasked Estep 
Score: -15817545.000000 Penalty: 3813.673340
	Iteration 7F: 3 clusters Score -1.581754e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -15821649.000000 Penalty: 3813.673340
	Iteration 8Q: 3 clusters Score -1.582165e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -15823045.000000 Penalty: 3813.673340
	Iteration 9Q: 3 clusters Score -1.582304e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -15823636.000000 Penalty: 3813.673340
	Iteration 10Q: 3 clusters Score -1.582364e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -15824073.000000 Penalty: 3813.673340
	Iteration 11Q: 3 clusters Score -1.582407e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -15824455.000000 Penalty: 3813.673340
	Iteration 12Q: 3 clusters Score -1.582446e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -15824654.000000 Penalty: 3813.673340
	Iteration 13Q: 3 clusters Score -1.582465e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -15824813.000000 Penalty: 3813.673340
	Iteration 14Q: 3 clusters Score -1.582481e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -15824863.000000 Penalty: 3813.673340
	Iteration 15Q: 3 clusters Score -1.582486e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -15824960.000000 Penalty: 3813.673340
	Iteration 16Q: 3 clusters Score -1.582496e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -15825087.000000 Penalty: 3813.673340
	Iteration 17Q: 3 clusters Score -1.582509e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -15825179.000000 Penalty: 3813.673340
	Iteration 18Q: 3 clusters Score -1.582518e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -15825151.000000 Penalty: 3813.673340
	Iteration 19Q: 3 clusters Score -1.582515e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -15825195.000000 Penalty: 3813.673340
	Iteration 20F: 3 clusters Score -1.58252e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -15825236.000000 Penalty: 3813.673340
	Iteration 21Q: 3 clusters Score -1.582524e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -15825303.000000 Penalty: 3813.673340
	Iteration 22Q: 3 clusters Score -1.58253e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -15825434.000000 Penalty: 3813.673340
	Iteration 23Q: 3 clusters Score -1.582543e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -15825413.000000 Penalty: 3813.673340
	Iteration 24Q: 3 clusters Score -1.582541e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -15825326.000000 Penalty: 3813.673340
	Iteration 25Q: 3 clusters Score -1.582533e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -15825420.000000 Penalty: 3813.673340
	Iteration 26Q: 3 clusters Score -1.582542e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -15825424.000000 Penalty: 3813.673340
	Iteration 27Q: 3 clusters Score -1.582542e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -15825493.000000 Penalty: 3813.673340
	Iteration 28Q: 3 clusters Score -1.582549e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -15825473.000000 Penalty: 3813.673340
	Iteration 29Q: 3 clusters Score -1.582547e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -15825494.000000 Penalty: 3813.673340
	Iteration 30Q: 3 clusters Score -1.582549e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -15825586.000000 Penalty: 3813.673340
	Iteration 31Q: 3 clusters Score -1.582559e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -15825699.000000 Penalty: 3813.673340
	Iteration 32Q: 3 clusters Score -1.58257e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -15825661.000000 Penalty: 3813.673340
	Iteration 33Q: 3 clusters Score -1.582566e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -15825711.000000 Penalty: 3813.673340
	Iteration 34Q: 3 clusters Score -1.582571e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -15825774.000000 Penalty: 3813.673340
	Iteration 35Q: 3 clusters Score -1.582577e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -15825808.000000 Penalty: 3813.673340
	Iteration 36Q: 3 clusters Score -1.582581e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -15825782.000000 Penalty: 3813.673340
	Iteration 37Q: 3 clusters Score -1.582578e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -15825835.000000 Penalty: 3813.673340
	Iteration 38Q: 3 clusters Score -1.582584e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -15825813.000000 Penalty: 3813.673340
	Iteration 39Q: 3 clusters Score -1.582581e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -15825813.000000 Penalty: 3813.673340
	Iteration 40F: 3 clusters Score -1.582581e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -15825784.000000 Penalty: 3813.673340
	Iteration 41Q: 3 clusters Score -1.582578e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -15825779.000000 Penalty: 3813.673340
	Iteration 42Q: 3 clusters Score -1.582578e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -15825770.000000 Penalty: 3813.673340
	Iteration 43Q: 3 clusters Score -1.582577e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -15825799.000000 Penalty: 3813.673340
	Iteration 44Q: 3 clusters Score -1.58258e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -15825808.000000 Penalty: 3813.673340
	Iteration 45Q: 3 clusters Score -1.582581e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -15825775.000000 Penalty: 3813.673340
	Iteration 46Q: 3 clusters Score -1.582578e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -15825778.000000 Penalty: 3813.673340
	Iteration 47Q: 3 clusters Score -1.582578e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -15825774.000000 Penalty: 3813.673340
	Iteration 48Q: 3 clusters Score -1.582577e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -15825758.000000 Penalty: 3813.673340
	Iteration 49Q: 3 clusters Score -1.582576e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -15825756.000000 Penalty: 3813.673340
	Iteration 50Q: 3 clusters Score -1.582576e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -15825773.000000 Penalty: 3813.673340
	Iteration 51Q: 3 clusters Score -1.582577e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -15825798.000000 Penalty: 3813.673340
	Iteration 52Q: 3 clusters Score -1.58258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -15825771.000000 Penalty: 3813.673340
	Iteration 53Q: 3 clusters Score -1.582577e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -15825752.000000 Penalty: 3813.673340
	Iteration 54Q: 3 clusters Score -1.582575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -15825742.000000 Penalty: 3813.673340
	Iteration 55Q: 3 clusters Score -1.582574e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -15825754.000000 Penalty: 3813.673340
	Iteration 56Q: 3 clusters Score -1.582575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -15825748.000000 Penalty: 3813.673340
	Iteration 57Q: 3 clusters Score -1.582575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -15825734.000000 Penalty: 3813.673340
	Iteration 58Q: 3 clusters Score -1.582573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -15825718.000000 Penalty: 3813.673340
	Iteration 59Q: 3 clusters Score -1.582572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -15825731.000000 Penalty: 3813.673340
	Iteration 60F: 3 clusters Score -1.582573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -15825724.000000 Penalty: 3813.673340
	Iteration 61Q: 3 clusters Score -1.582572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -15825746.000000 Penalty: 3813.673340
	Iteration 62Q: 3 clusters Score -1.582575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -15825753.000000 Penalty: 3813.673340
	Iteration 63Q: 3 clusters Score -1.582575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -15825752.000000 Penalty: 3813.673340
	Iteration 64Q: 3 clusters Score -1.582575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -15825760.000000 Penalty: 3813.673340
	Iteration 65Q: 3 clusters Score -1.582576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -15825763.000000 Penalty: 3813.673340
	Iteration 66Q: 3 clusters Score -1.582576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -15825749.000000 Penalty: 3813.673340
	Iteration 67Q: 3 clusters Score -1.582575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -15825757.000000 Penalty: 3813.673340
	Iteration 68Q: 3 clusters Score -1.582576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -15825762.000000 Penalty: 3813.673340
	Iteration 69Q: 3 clusters Score -1.582576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -15825778.000000 Penalty: 3813.673340
	Iteration 70Q: 3 clusters Score -1.582578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -15825774.000000 Penalty: 3813.673340
	Iteration 71Q: 3 clusters Score -1.582577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -15825768.000000 Penalty: 3813.673340
	Iteration 72Q: 3 clusters Score -1.582577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -15825771.000000 Penalty: 3813.673340
	Iteration 73Q: 3 clusters Score -1.582577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -15825787.000000 Penalty: 3813.673340
	Iteration 74Q: 3 clusters Score -1.582579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -15825773.000000 Penalty: 3813.673340
	Iteration 75Q: 3 clusters Score -1.582577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -15825764.000000 Penalty: 3813.673340
	Iteration 76Q: 3 clusters Score -1.582576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -15825761.000000 Penalty: 3813.673340
	Iteration 77Q: 3 clusters Score -1.582576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -15825766.000000 Penalty: 3813.673340
	Iteration 78Q: 3 clusters Score -1.582577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -15825764.000000 Penalty: 3813.673340
	Iteration 79Q: 3 clusters Score -1.582576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -15825758.000000 Penalty: 3813.673340
	Iteration 80F: 3 clusters Score -1.582576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -15825764.000000 Penalty: 3813.673340
	Iteration 81Q: 3 clusters Score -1.582576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -15825777.000000 Penalty: 3813.673340
	Iteration 82Q: 3 clusters Score -1.582578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -15825769.000000 Penalty: 3813.673340
	Iteration 83Q: 3 clusters Score -1.582577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -15825770.000000 Penalty: 3813.673340
	Iteration 84Q: 3 clusters Score -1.582577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -15825753.000000 Penalty: 3813.673340
	Iteration 85Q: 3 clusters Score -1.582575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -15825769.000000 Penalty: 3813.673340
	Iteration 86Q: 3 clusters Score -1.582577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -15825768.000000 Penalty: 3813.673340
	Iteration 87Q: 3 clusters Score -1.582577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -15825768.000000 Penalty: 3813.673340
	Iteration 88F: 3 clusters Score -1.582577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 114102 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109452 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 126877 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 86488 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16703 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91340 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34857 members 
Mstep: Class 34 contains 64843 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17499 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100790 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7568 members 
Mstep: Class 44 contains 81668 members 
Mstep: Class 45 contains 59946 members 
Entering Unmasked Estep 
Score: -141747568.000000 Penalty: 102089.937500
Splitting cluster 45 changes total score from -141745904.000000 to -141747568.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 114102 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 109452 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 126877 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 86488 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 16703 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 91340 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34857 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17499 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 100790 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7568 members 
Mstep: Class 44 contains 81668 members 
Mstep: Class 45 contains 59946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753040.000000 Penalty: 102089.937500
Iteration 359Q: 46 clusters Score -1.41753e+08 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33794 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37133 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 113854 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 109629 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25765 members 
Mstep: Class 15 contains 126012 members 
Mstep: Class 16 contains 14408 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 86460 members 
Mstep: Class 20 contains 13748 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35058 members 
Mstep: Class 24 contains 12208 members 
Mstep: Class 25 contains 8358 members 
Mstep: Class 26 contains 16691 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 91223 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 35079 members 
Mstep: Class 34 contains 61975 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17543 members 
Mstep: Class 37 contains 7246 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 98937 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7319 members 
Mstep: Class 44 contains 82060 members 
Mstep: Class 45 contains 64851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758704.000000 Penalty: 102089.937500
Iteration 360F: 46 clusters Score -1.417587e+08 nChanged 17752
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33803 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36828 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111996 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14534 members 
Mstep: Class 11 contains 109149 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 123360 members 
Mstep: Class 16 contains 14328 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 86225 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35079 members 
Mstep: Class 24 contains 12219 members 
Mstep: Class 25 contains 8346 members 
Mstep: Class 26 contains 16681 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 89818 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34810 members 
Mstep: Class 34 contains 68973 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17349 members 
Mstep: Class 37 contains 7246 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 96393 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 7070 members 
Mstep: Class 44 contains 80812 members 
Mstep: Class 45 contains 69491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141763680.000000 Penalty: 102089.937500
Iteration 361Q: 46 clusters Score -1.417637e+08 nChanged 17463
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33810 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36431 members 
Mstep: Class 6 contains 2954 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110371 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 14476 members 
Mstep: Class 11 contains 108650 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 25653 members 
Mstep: Class 15 contains 120570 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 85796 members 
Mstep: Class 20 contains 13727 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35082 members 
Mstep: Class 24 contains 12220 members 
Mstep: Class 25 contains 8336 members 
Mstep: Class 26 contains 16634 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 88314 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34504 members 
Mstep: Class 34 contains 75832 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17239 members 
Mstep: Class 37 contains 7245 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 93545 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 6835 members 
Mstep: Class 44 contains 79181 members 
Mstep: Class 45 contains 75240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141767584.000000 Penalty: 102089.937500
Iteration 362Q: 46 clusters Score -1.417676e+08 nChanged 19447
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33817 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36037 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108998 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 14399 members 
Mstep: Class 11 contains 107976 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 25606 members 
Mstep: Class 15 contains 117979 members 
Mstep: Class 16 contains 14287 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 85173 members 
Mstep: Class 20 contains 13698 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35087 members 
Mstep: Class 24 contains 12207 members 
Mstep: Class 25 contains 8315 members 
Mstep: Class 26 contains 16548 members 
Mstep: Class 27 contains 1896 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 86714 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34203 members 
Mstep: Class 34 contains 82867 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17150 members 
Mstep: Class 37 contains 7234 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 90474 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 6630 members 
Mstep: Class 44 contains 76900 members 
Mstep: Class 45 contains 81678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141770768.000000 Penalty: 102089.937500
Iteration 363Q: 46 clusters Score -1.417708e+08 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33821 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35654 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107964 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 14341 members 
Mstep: Class 11 contains 107304 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 25554 members 
Mstep: Class 15 contains 115681 members 
Mstep: Class 16 contains 14277 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84440 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35078 members 
Mstep: Class 24 contains 12198 members 
Mstep: Class 25 contains 8297 members 
Mstep: Class 26 contains 16449 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 85159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33888 members 
Mstep: Class 34 contains 89721 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17072 members 
Mstep: Class 37 contains 7225 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 87228 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 6437 members 
Mstep: Class 44 contains 74015 members 
Mstep: Class 45 contains 88516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772992.000000 Penalty: 102089.937500
Iteration 364Q: 46 clusters Score -1.41773e+08 nChanged 20934
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33807 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35290 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106873 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 106734 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 25574 members 
Mstep: Class 15 contains 113667 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 83656 members 
Mstep: Class 20 contains 13658 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 35020 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 8275 members 
Mstep: Class 26 contains 16363 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 2363 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 83625 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33549 members 
Mstep: Class 34 contains 95988 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17022 members 
Mstep: Class 37 contains 7215 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 83958 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 70795 members 
Mstep: Class 45 contains 95874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774752.000000 Penalty: 102089.937500
Iteration 365Q: 46 clusters Score -1.417748e+08 nChanged 21409
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33787 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34961 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105909 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 14251 members 
Mstep: Class 11 contains 106189 members 
Mstep: Class 12 contains 4845 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 25638 members 
Mstep: Class 15 contains 111964 members 
Mstep: Class 16 contains 14311 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 82881 members 
Mstep: Class 20 contains 13664 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34965 members 
Mstep: Class 24 contains 12187 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 16288 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2363 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 82125 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33243 members 
Mstep: Class 34 contains 101460 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16962 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 80929 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 6173 members 
Mstep: Class 44 contains 67170 members 
Mstep: Class 45 contains 103503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141775808.000000 Penalty: 102089.937500
Iteration 366Q: 46 clusters Score -1.417758e+08 nChanged 21711
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33748 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34616 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105107 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 105705 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 111173 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 82227 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 2284 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34919 members 
Mstep: Class 24 contains 12193 members 
Mstep: Class 25 contains 8240 members 
Mstep: Class 26 contains 16221 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 80693 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32921 members 
Mstep: Class 34 contains 104353 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16870 members 
Mstep: Class 37 contains 7151 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 79461 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 6070 members 
Mstep: Class 44 contains 63212 members 
Mstep: Class 45 contains 111158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141773952.000000 Penalty: 102089.937500
Iteration 367Q: 46 clusters Score -1.41774e+08 nChanged 20559
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33710 members 
Mstep: Class 3 contains 8066 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34065 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104840 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14209 members 
Mstep: Class 11 contains 105275 members 
Mstep: Class 12 contains 4862 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 25806 members 
Mstep: Class 15 contains 111263 members 
Mstep: Class 16 contains 14405 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 81680 members 
Mstep: Class 20 contains 13679 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34886 members 
Mstep: Class 24 contains 12196 members 
Mstep: Class 25 contains 8222 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 79553 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32604 members 
Mstep: Class 34 contains 105073 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16819 members 
Mstep: Class 37 contains 7101 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 78662 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5959 members 
Mstep: Class 44 contains 59712 members 
Mstep: Class 45 contains 118119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141770352.000000 Penalty: 102089.937500
Iteration 368Q: 46 clusters Score -1.417704e+08 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33668 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33518 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104918 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14222 members 
Mstep: Class 11 contains 105092 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 25870 members 
Mstep: Class 15 contains 112211 members 
Mstep: Class 16 contains 14449 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 81255 members 
Mstep: Class 20 contains 13686 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34864 members 
Mstep: Class 24 contains 12200 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 16121 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 78922 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32405 members 
Mstep: Class 34 contains 105193 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16874 members 
Mstep: Class 37 contains 7083 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 77099 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5882 members 
Mstep: Class 44 contains 56951 members 
Mstep: Class 45 contains 123300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141766208.000000 Penalty: 102089.937500
Iteration 369Q: 46 clusters Score -1.417662e+08 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33623 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33153 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105164 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 14282 members 
Mstep: Class 11 contains 105088 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 25953 members 
Mstep: Class 15 contains 113510 members 
Mstep: Class 16 contains 14504 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 80969 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34824 members 
Mstep: Class 24 contains 12213 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 16127 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 78689 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32281 members 
Mstep: Class 34 contains 104867 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16909 members 
Mstep: Class 37 contains 7088 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 75097 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5834 members 
Mstep: Class 44 contains 54779 members 
Mstep: Class 45 contains 127131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761360.000000 Penalty: 102089.937500
Iteration 370Q: 46 clusters Score -1.417614e+08 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33584 members 
Mstep: Class 3 contains 8065 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33019 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105644 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14333 members 
Mstep: Class 11 contains 105214 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 26061 members 
Mstep: Class 15 contains 114976 members 
Mstep: Class 16 contains 14559 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 80750 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34789 members 
Mstep: Class 24 contains 12202 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 16124 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 78643 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32254 members 
Mstep: Class 34 contains 104114 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 16972 members 
Mstep: Class 37 contains 7088 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1250 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 73092 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5788 members 
Mstep: Class 44 contains 53001 members 
Mstep: Class 45 contains 129841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757168.000000 Penalty: 102089.937500
Iteration 371Q: 46 clusters Score -1.417572e+08 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33551 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33050 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106338 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 14375 members 
Mstep: Class 11 contains 105373 members 
Mstep: Class 12 contains 4901 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 26143 members 
Mstep: Class 15 contains 116481 members 
Mstep: Class 16 contains 14616 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 80553 members 
Mstep: Class 20 contains 13748 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34766 members 
Mstep: Class 24 contains 12197 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 16125 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 78741 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32275 members 
Mstep: Class 34 contains 103094 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17015 members 
Mstep: Class 37 contains 7105 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1247 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 71518 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5745 members 
Mstep: Class 44 contains 51529 members 
Mstep: Class 45 contains 131435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753808.000000 Penalty: 102089.937500
Iteration 372Q: 46 clusters Score -1.417538e+08 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33519 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33165 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107071 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 14422 members 
Mstep: Class 11 contains 105497 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 26228 members 
Mstep: Class 15 contains 117995 members 
Mstep: Class 16 contains 14676 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 80444 members 
Mstep: Class 20 contains 13746 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34736 members 
Mstep: Class 24 contains 12190 members 
Mstep: Class 25 contains 8202 members 
Mstep: Class 26 contains 16138 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 78850 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32317 members 
Mstep: Class 34 contains 101896 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17064 members 
Mstep: Class 37 contains 7115 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 70335 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5715 members 
Mstep: Class 44 contains 50326 members 
Mstep: Class 45 contains 132317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751696.000000 Penalty: 102089.937500
Iteration 373Q: 46 clusters Score -1.417517e+08 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33481 members 
Mstep: Class 3 contains 8057 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33354 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107771 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 105614 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 26309 members 
Mstep: Class 15 contains 119361 members 
Mstep: Class 16 contains 14722 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 80395 members 
Mstep: Class 20 contains 13751 members 
Mstep: Class 21 contains 2278 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34726 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 16150 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2363 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 79108 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32376 members 
Mstep: Class 34 contains 100584 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 17110 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69507 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5691 members 
Mstep: Class 44 contains 49244 members 
Mstep: Class 45 contains 132717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750816.000000 Penalty: 102089.937500
Iteration 374Q: 46 clusters Score -1.417508e+08 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33441 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33534 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108401 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 105721 members 
Mstep: Class 12 contains 4910 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 26410 members 
Mstep: Class 15 contains 120563 members 
Mstep: Class 16 contains 14764 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 80416 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34707 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 16159 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 79348 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32449 members 
Mstep: Class 34 contains 99296 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17121 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69017 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5679 members 
Mstep: Class 44 contains 48315 members 
Mstep: Class 45 contains 132842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750160.000000 Penalty: 102089.937500
Iteration 375Q: 46 clusters Score -1.417502e+08 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33405 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33727 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108944 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 105784 members 
Mstep: Class 12 contains 4909 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 26521 members 
Mstep: Class 15 contains 121525 members 
Mstep: Class 16 contains 14805 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 80477 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34669 members 
Mstep: Class 24 contains 12183 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 16163 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 79624 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32543 members 
Mstep: Class 34 contains 98112 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17128 members 
Mstep: Class 37 contains 7131 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 68797 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5646 members 
Mstep: Class 44 contains 47571 members 
Mstep: Class 45 contains 132737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748816.000000 Penalty: 102089.937500
Iteration 376Q: 46 clusters Score -1.417488e+08 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33383 members 
Mstep: Class 3 contains 8049 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33885 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109434 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14550 members 
Mstep: Class 11 contains 105851 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 26639 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 14832 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 80581 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34646 members 
Mstep: Class 24 contains 12174 members 
Mstep: Class 25 contains 8225 members 
Mstep: Class 26 contains 16168 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 79909 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32653 members 
Mstep: Class 34 contains 96866 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17125 members 
Mstep: Class 37 contains 7141 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 68711 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5622 members 
Mstep: Class 44 contains 47015 members 
Mstep: Class 45 contains 132497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748704.000000 Penalty: 102089.937500
Iteration 377Q: 46 clusters Score -1.417487e+08 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33362 members 
Mstep: Class 3 contains 8046 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34024 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109759 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 11 contains 105928 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 122911 members 
Mstep: Class 16 contains 14852 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 80726 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34597 members 
Mstep: Class 24 contains 12168 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 80213 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32741 members 
Mstep: Class 34 contains 95737 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17152 members 
Mstep: Class 37 contains 7146 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 68788 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5596 members 
Mstep: Class 44 contains 46558 members 
Mstep: Class 45 contains 132284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748240.000000 Penalty: 102089.937500
Iteration 378Q: 46 clusters Score -1.417482e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33350 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34206 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110005 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14569 members 
Mstep: Class 11 contains 105982 members 
Mstep: Class 12 contains 4897 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 26841 members 
Mstep: Class 15 contains 123340 members 
Mstep: Class 16 contains 14882 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 80863 members 
Mstep: Class 20 contains 13715 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34550 members 
Mstep: Class 24 contains 12162 members 
Mstep: Class 25 contains 8236 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2356 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 80528 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32805 members 
Mstep: Class 34 contains 94703 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17170 members 
Mstep: Class 37 contains 7148 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 68952 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5587 members 
Mstep: Class 44 contains 46219 members 
Mstep: Class 45 contains 131991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748112.000000 Penalty: 102089.937500
Iteration 379Q: 46 clusters Score -1.417481e+08 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33343 members 
Mstep: Class 3 contains 8042 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34359 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110192 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 11 contains 106001 members 
Mstep: Class 12 contains 4902 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 26932 members 
Mstep: Class 15 contains 123721 members 
Mstep: Class 16 contains 14918 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 81029 members 
Mstep: Class 20 contains 13700 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34511 members 
Mstep: Class 24 contains 12157 members 
Mstep: Class 25 contains 8232 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 80833 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32831 members 
Mstep: Class 34 contains 93830 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17188 members 
Mstep: Class 37 contains 7153 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69178 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5560 members 
Mstep: Class 44 contains 45954 members 
Mstep: Class 45 contains 131604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750640.000000 Penalty: 102089.937500
Iteration 380F: 46 clusters Score -1.417506e+08 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33338 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34481 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110165 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14580 members 
Mstep: Class 11 contains 105986 members 
Mstep: Class 12 contains 4897 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 27023 members 
Mstep: Class 15 contains 123916 members 
Mstep: Class 16 contains 14952 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 81155 members 
Mstep: Class 20 contains 13683 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34462 members 
Mstep: Class 24 contains 12144 members 
Mstep: Class 25 contains 8236 members 
Mstep: Class 26 contains 16200 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 80950 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32700 members 
Mstep: Class 34 contains 95633 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17185 members 
Mstep: Class 37 contains 7152 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69259 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5515 members 
Mstep: Class 44 contains 43051 members 
Mstep: Class 45 contains 132242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748352.000000 Penalty: 102089.937500
Iteration 381Q: 46 clusters Score -1.417484e+08 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33338 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34661 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110298 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 14574 members 
Mstep: Class 11 contains 106016 members 
Mstep: Class 12 contains 4900 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 27116 members 
Mstep: Class 15 contains 124275 members 
Mstep: Class 16 contains 14996 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 81315 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34406 members 
Mstep: Class 24 contains 12151 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 16208 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 81165 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32649 members 
Mstep: Class 34 contains 96834 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17196 members 
Mstep: Class 37 contains 7151 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69370 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5507 members 
Mstep: Class 44 contains 40318 members 
Mstep: Class 45 contains 132545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746448.000000 Penalty: 102089.937500
Iteration 382Q: 46 clusters Score -1.417464e+08 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33334 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34833 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110458 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14582 members 
Mstep: Class 11 contains 106141 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 27202 members 
Mstep: Class 15 contains 124704 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 81503 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34375 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 8251 members 
Mstep: Class 26 contains 16222 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 81413 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32631 members 
Mstep: Class 34 contains 97715 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17221 members 
Mstep: Class 37 contains 7160 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69535 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5508 members 
Mstep: Class 44 contains 37735 members 
Mstep: Class 45 contains 132627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745408.000000 Penalty: 102089.937500
Iteration 383Q: 46 clusters Score -1.417454e+08 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33333 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35028 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110615 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14590 members 
Mstep: Class 11 contains 106326 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 27313 members 
Mstep: Class 15 contains 125199 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 81695 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34336 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 16239 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 81700 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32604 members 
Mstep: Class 34 contains 98315 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17246 members 
Mstep: Class 37 contains 7145 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 69763 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5501 members 
Mstep: Class 44 contains 35364 members 
Mstep: Class 45 contains 132523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744592.000000 Penalty: 102089.937500
Iteration 384Q: 46 clusters Score -1.417446e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33335 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35229 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110762 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 14597 members 
Mstep: Class 11 contains 106509 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 27399 members 
Mstep: Class 15 contains 125621 members 
Mstep: Class 16 contains 15133 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 81872 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34294 members 
Mstep: Class 24 contains 12151 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 16252 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 81995 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32624 members 
Mstep: Class 34 contains 98769 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17278 members 
Mstep: Class 37 contains 7143 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 70049 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5492 members 
Mstep: Class 44 contains 33208 members 
Mstep: Class 45 contains 132351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744096.000000 Penalty: 102089.937500
Iteration 385Q: 46 clusters Score -1.417441e+08 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33334 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35475 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110867 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 11 contains 106689 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 27480 members 
Mstep: Class 15 contains 126028 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 82074 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34225 members 
Mstep: Class 24 contains 12150 members 
Mstep: Class 25 contains 8270 members 
Mstep: Class 26 contains 16273 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2333 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 82362 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32638 members 
Mstep: Class 34 contains 99169 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17295 members 
Mstep: Class 37 contains 7143 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 70370 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5477 members 
Mstep: Class 44 contains 31123 members 
Mstep: Class 45 contains 132064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742896.000000 Penalty: 102089.937500
Iteration 386Q: 46 clusters Score -1.417429e+08 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33337 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110996 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 106865 members 
Mstep: Class 12 contains 4889 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 27552 members 
Mstep: Class 15 contains 126455 members 
Mstep: Class 16 contains 15279 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 82277 members 
Mstep: Class 20 contains 13719 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34143 members 
Mstep: Class 24 contains 12145 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 16290 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 82692 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32658 members 
Mstep: Class 34 contains 99484 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17302 members 
Mstep: Class 37 contains 7144 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 70719 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5451 members 
Mstep: Class 44 contains 29187 members 
Mstep: Class 45 contains 131761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742304.000000 Penalty: 102089.937500
Iteration 387Q: 46 clusters Score -1.417423e+08 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33342 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35896 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111139 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 11 contains 107040 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 27628 members 
Mstep: Class 15 contains 126854 members 
Mstep: Class 16 contains 15337 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82498 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34079 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 8280 members 
Mstep: Class 26 contains 16310 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 83005 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32703 members 
Mstep: Class 34 contains 99589 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17308 members 
Mstep: Class 37 contains 7149 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 71106 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5425 members 
Mstep: Class 44 contains 27481 members 
Mstep: Class 45 contains 131393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741696.000000 Penalty: 102089.937500
Iteration 388Q: 46 clusters Score -1.417417e+08 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33344 members 
Mstep: Class 3 contains 8034 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36089 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111278 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14634 members 
Mstep: Class 11 contains 107212 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 27675 members 
Mstep: Class 15 contains 127208 members 
Mstep: Class 16 contains 15399 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 82749 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 34020 members 
Mstep: Class 24 contains 12143 members 
Mstep: Class 25 contains 8283 members 
Mstep: Class 26 contains 16325 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 83295 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32770 members 
Mstep: Class 34 contains 99605 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17322 members 
Mstep: Class 37 contains 7161 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 71539 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5421 members 
Mstep: Class 44 contains 25873 members 
Mstep: Class 45 contains 130983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741680.000000 Penalty: 102089.937500
Iteration 389Q: 46 clusters Score -1.417417e+08 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33352 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36251 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111438 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 11 contains 107361 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 27712 members 
Mstep: Class 15 contains 127492 members 
Mstep: Class 16 contains 15445 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 82969 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33963 members 
Mstep: Class 24 contains 12152 members 
Mstep: Class 25 contains 8287 members 
Mstep: Class 26 contains 16341 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 83610 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32855 members 
Mstep: Class 34 contains 99656 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17331 members 
Mstep: Class 37 contains 7179 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1250 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 72015 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5377 members 
Mstep: Class 44 contains 24363 members 
Mstep: Class 45 contains 130544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741824.000000 Penalty: 102089.937500
Iteration 390Q: 46 clusters Score -1.417418e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33359 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36397 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111592 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 11 contains 107499 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 27748 members 
Mstep: Class 15 contains 127716 members 
Mstep: Class 16 contains 15479 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 83190 members 
Mstep: Class 20 contains 13739 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33927 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 8287 members 
Mstep: Class 26 contains 16349 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 83905 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32913 members 
Mstep: Class 34 contains 99767 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17326 members 
Mstep: Class 37 contains 7186 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 72546 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5337 members 
Mstep: Class 44 contains 22941 members 
Mstep: Class 45 contains 130095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741888.000000 Penalty: 102089.937500
Iteration 391Q: 46 clusters Score -1.417419e+08 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33372 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36551 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111679 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14632 members 
Mstep: Class 11 contains 107623 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 27787 members 
Mstep: Class 15 contains 127818 members 
Mstep: Class 16 contains 15522 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 83423 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33882 members 
Mstep: Class 24 contains 12155 members 
Mstep: Class 25 contains 8293 members 
Mstep: Class 26 contains 16364 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 84203 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32961 members 
Mstep: Class 34 contains 99918 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17342 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 73058 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5298 members 
Mstep: Class 44 contains 21625 members 
Mstep: Class 45 contains 129654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741728.000000 Penalty: 102089.937500
Iteration 392Q: 46 clusters Score -1.417417e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33392 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36679 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111749 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 14629 members 
Mstep: Class 11 contains 107745 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 27828 members 
Mstep: Class 15 contains 127853 members 
Mstep: Class 16 contains 15575 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 83642 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33827 members 
Mstep: Class 24 contains 12155 members 
Mstep: Class 25 contains 8303 members 
Mstep: Class 26 contains 16369 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 84500 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33041 members 
Mstep: Class 34 contains 99989 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17357 members 
Mstep: Class 37 contains 7193 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1248 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 73593 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5259 members 
Mstep: Class 44 contains 20392 members 
Mstep: Class 45 contains 129298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741488.000000 Penalty: 102089.937500
Iteration 393Q: 46 clusters Score -1.417415e+08 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33406 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36802 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111812 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 11 contains 107862 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 27854 members 
Mstep: Class 15 contains 127821 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 83853 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33771 members 
Mstep: Class 24 contains 12154 members 
Mstep: Class 25 contains 8307 members 
Mstep: Class 26 contains 16362 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 84809 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33133 members 
Mstep: Class 34 contains 100102 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17350 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 74173 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5237 members 
Mstep: Class 44 contains 19170 members 
Mstep: Class 45 contains 128947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741856.000000 Penalty: 102089.937500
Iteration 394Q: 46 clusters Score -1.417419e+08 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33421 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36968 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111871 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 14629 members 
Mstep: Class 11 contains 107963 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 27895 members 
Mstep: Class 15 contains 127733 members 
Mstep: Class 16 contains 15663 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 84048 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33719 members 
Mstep: Class 24 contains 12160 members 
Mstep: Class 25 contains 8312 members 
Mstep: Class 26 contains 16360 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 85113 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33224 members 
Mstep: Class 34 contains 100077 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17341 members 
Mstep: Class 37 contains 7194 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 74742 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5199 members 
Mstep: Class 44 contains 18130 members 
Mstep: Class 45 contains 128600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741712.000000 Penalty: 102089.937500
Iteration 395Q: 46 clusters Score -1.417417e+08 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33435 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37117 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111925 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14633 members 
Mstep: Class 11 contains 108062 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 27941 members 
Mstep: Class 15 contains 127628 members 
Mstep: Class 16 contains 15709 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 84248 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33662 members 
Mstep: Class 24 contains 12149 members 
Mstep: Class 25 contains 8314 members 
Mstep: Class 26 contains 16357 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 85406 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33308 members 
Mstep: Class 34 contains 100047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17340 members 
Mstep: Class 37 contains 7184 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 75276 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5158 members 
Mstep: Class 44 contains 17123 members 
Mstep: Class 45 contains 128326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741600.000000 Penalty: 102089.937500
Iteration 396Q: 46 clusters Score -1.417416e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33445 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37262 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111942 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14629 members 
Mstep: Class 11 contains 108180 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 27987 members 
Mstep: Class 15 contains 127504 members 
Mstep: Class 16 contains 15737 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 84442 members 
Mstep: Class 20 contains 13763 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33617 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 8319 members 
Mstep: Class 26 contains 16349 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 85678 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33401 members 
Mstep: Class 34 contains 100063 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17343 members 
Mstep: Class 37 contains 7176 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 75782 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5115 members 
Mstep: Class 44 contains 16127 members 
Mstep: Class 45 contains 128084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741632.000000 Penalty: 102089.937500
Iteration 397Q: 46 clusters Score -1.417416e+08 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33457 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37383 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111978 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 108301 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28008 members 
Mstep: Class 15 contains 127416 members 
Mstep: Class 16 contains 15753 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 84627 members 
Mstep: Class 20 contains 13762 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33594 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16328 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 85942 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 100029 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17352 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76313 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5069 members 
Mstep: Class 44 contains 15212 members 
Mstep: Class 45 contains 127812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741536.000000 Penalty: 102089.937500
Iteration 398Q: 46 clusters Score -1.417415e+08 nChanged 4219
Entering ConstructFrom: 
Score: -141741536.000000 Penalty: 102089.937500
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14852.627930 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14852.63 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15350.052734 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15350.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15627.006836 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15627.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15809.162109 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -15809.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15925.396484 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15937.732422 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15937.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15945.291992 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15945.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15948.283203 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -15948.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15948.283203 Penalty: 1892.489868
	Iteration 8F: 3 clusters Score -15948.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 127587 members 
Mstep: Class 46 contains 165 members 
Entering Unmasked Estep 
Score: -141740480.000000 Penalty: 104358.609375
Splitting cluster 1 changes total score from -141741536.000000 to -141740480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Entering Unmasked Estep 
Score: -4158013.750000 Penalty: 1693.015015
	Iteration 0F: 2 clusters Score -4158014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4135574.750000 Penalty: 3386.030029
	Iteration 0F: 3 clusters Score -4135575 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -4144439.750000 Penalty: 3386.030029
	Iteration 1F: 3 clusters Score -4144440 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4144920.500000 Penalty: 3386.030029
	Iteration 2Q: 3 clusters Score -4144920 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4145419.750000 Penalty: 3386.030029
	Iteration 3Q: 3 clusters Score -4145420 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4145936.500000 Penalty: 3386.030029
	Iteration 4Q: 3 clusters Score -4145936 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4146628.250000 Penalty: 3386.030029
	Iteration 5Q: 3 clusters Score -4146628 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4147728.750000 Penalty: 3386.030029
	Iteration 6F: 3 clusters Score -4147729 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4149264.500000 Penalty: 3386.030029
	Iteration 7F: 3 clusters Score -4149264 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4150945.500000 Penalty: 3386.030029
	Iteration 8F: 3 clusters Score -4150946 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4152493.750000 Penalty: 3386.030029
	Iteration 9F: 3 clusters Score -4152494 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4153820.750000 Penalty: 3386.030029
	Iteration 10Q: 3 clusters Score -4153821 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4154792.250000 Penalty: 3386.030029
	Iteration 11Q: 3 clusters Score -4154792 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4155516.750000 Penalty: 3386.030029
	Iteration 12Q: 3 clusters Score -4155517 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4156040.000000 Penalty: 3386.030029
	Iteration 13Q: 3 clusters Score -4156040 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4156408.000000 Penalty: 3386.030029
	Iteration 14Q: 3 clusters Score -4156408 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4156636.500000 Penalty: 3386.030029
	Iteration 15Q: 3 clusters Score -4156636 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4156773.750000 Penalty: 3386.030029
	Iteration 16Q: 3 clusters Score -4156774 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4156849.000000 Penalty: 3386.030029
	Iteration 17Q: 3 clusters Score -4156849 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4156931.000000 Penalty: 3386.030029
	Iteration 18Q: 3 clusters Score -4156931 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4156995.000000 Penalty: 3386.030029
	Iteration 19Q: 3 clusters Score -4156995 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4157060.000000 Penalty: 3386.030029
	Iteration 20F: 3 clusters Score -4157060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4157104.500000 Penalty: 3386.030029
	Iteration 21Q: 3 clusters Score -4157104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4157124.250000 Penalty: 3386.030029
	Iteration 22Q: 3 clusters Score -4157124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4157161.500000 Penalty: 3386.030029
	Iteration 23Q: 3 clusters Score -4157162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4157187.500000 Penalty: 3386.030029
	Iteration 24Q: 3 clusters Score -4157188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4157200.250000 Penalty: 3386.030029
	Iteration 25Q: 3 clusters Score -4157200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4157235.000000 Penalty: 3386.030029
	Iteration 26Q: 3 clusters Score -4157235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4157251.500000 Penalty: 3386.030029
	Iteration 27Q: 3 clusters Score -4157252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4157282.250000 Penalty: 3386.030029
	Iteration 28Q: 3 clusters Score -4157282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4157303.250000 Penalty: 3386.030029
	Iteration 29Q: 3 clusters Score -4157303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4157335.250000 Penalty: 3386.030029
	Iteration 30Q: 3 clusters Score -4157335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4157348.750000 Penalty: 3386.030029
	Iteration 31Q: 3 clusters Score -4157349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4157359.000000 Penalty: 3386.030029
	Iteration 32Q: 3 clusters Score -4157359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4157380.750000 Penalty: 3386.030029
	Iteration 33Q: 3 clusters Score -4157381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4157390.500000 Penalty: 3386.030029
	Iteration 34Q: 3 clusters Score -4157390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4157421.500000 Penalty: 3386.030029
	Iteration 35Q: 3 clusters Score -4157422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4157440.750000 Penalty: 3386.030029
	Iteration 36Q: 3 clusters Score -4157441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4157442.000000 Penalty: 3386.030029
	Iteration 37Q: 3 clusters Score -4157442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4157455.250000 Penalty: 3386.030029
	Iteration 38Q: 3 clusters Score -4157455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4157463.750000 Penalty: 3386.030029
	Iteration 39Q: 3 clusters Score -4157464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4157477.750000 Penalty: 3386.030029
	Iteration 40F: 3 clusters Score -4157478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4157476.000000 Penalty: 3386.030029
	Iteration 41Q: 3 clusters Score -4157476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4157478.750000 Penalty: 3386.030029
	Iteration 42Q: 3 clusters Score -4157479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4157497.250000 Penalty: 3386.030029
	Iteration 43Q: 3 clusters Score -4157497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4157498.750000 Penalty: 3386.030029
	Iteration 44Q: 3 clusters Score -4157499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4157499.000000 Penalty: 3386.030029
	Iteration 45Q: 3 clusters Score -4157499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4157501.500000 Penalty: 3386.030029
	Iteration 46Q: 3 clusters Score -4157502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4157500.500000 Penalty: 3386.030029
	Iteration 47Q: 3 clusters Score -4157500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4157495.750000 Penalty: 3386.030029
	Iteration 48Q: 3 clusters Score -4157496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4157501.500000 Penalty: 3386.030029
	Iteration 49Q: 3 clusters Score -4157502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4157502.750000 Penalty: 3386.030029
	Iteration 50Q: 3 clusters Score -4157503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4157506.000000 Penalty: 3386.030029
	Iteration 51Q: 3 clusters Score -4157506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4157508.250000 Penalty: 3386.030029
	Iteration 52Q: 3 clusters Score -4157508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4157510.000000 Penalty: 3386.030029
	Iteration 53Q: 3 clusters Score -4157510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4157513.750000 Penalty: 3386.030029
	Iteration 54Q: 3 clusters Score -4157514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4157512.250000 Penalty: 3386.030029
	Iteration 55Q: 3 clusters Score -4157512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4157511.000000 Penalty: 3386.030029
	Iteration 56Q: 3 clusters Score -4157511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4157508.250000 Penalty: 3386.030029
	Iteration 57Q: 3 clusters Score -4157508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4157514.000000 Penalty: 3386.030029
	Iteration 58Q: 3 clusters Score -4157514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4157511.500000 Penalty: 3386.030029
	Iteration 59Q: 3 clusters Score -4157512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4157512.000000 Penalty: 3386.030029
	Iteration 60F: 3 clusters Score -4157512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4157508.750000 Penalty: 3386.030029
	Iteration 61Q: 3 clusters Score -4157509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4157509.750000 Penalty: 3386.030029
	Iteration 62Q: 3 clusters Score -4157510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4157509.250000 Penalty: 3386.030029
	Iteration 63Q: 3 clusters Score -4157509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4157512.000000 Penalty: 3386.030029
	Iteration 64Q: 3 clusters Score -4157512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4157513.250000 Penalty: 3386.030029
	Iteration 65Q: 3 clusters Score -4157513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4157513.250000 Penalty: 3386.030029
	Iteration 66F: 3 clusters Score -4157513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -988453.125000 Penalty: 1461.027710
	Iteration 0F: 2 clusters Score -988453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -982597.625000 Penalty: 2922.055420
	Iteration 0F: 3 clusters Score -982597.6 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -984325.812500 Penalty: 2922.055420
	Iteration 1F: 3 clusters Score -984325.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -984531.625000 Penalty: 2922.055420
	Iteration 2F: 3 clusters Score -984531.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -984712.312500 Penalty: 2922.055420
	Iteration 3Q: 3 clusters Score -984712.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -984877.312500 Penalty: 2922.055420
	Iteration 4Q: 3 clusters Score -984877.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -985023.000000 Penalty: 2922.055420
	Iteration 5Q: 3 clusters Score -985023 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -985183.125000 Penalty: 2922.055420
	Iteration 6Q: 3 clusters Score -985183.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -985340.875000 Penalty: 2922.055420
	Iteration 7Q: 3 clusters Score -985340.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -985483.750000 Penalty: 2922.055420
	Iteration 8Q: 3 clusters Score -985483.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -985637.625000 Penalty: 2922.055420
	Iteration 9Q: 3 clusters Score -985637.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -985813.062500 Penalty: 2922.055420
	Iteration 10Q: 3 clusters Score -985813.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -985970.062500 Penalty: 2922.055420
	Iteration 11Q: 3 clusters Score -985970.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -986116.500000 Penalty: 2922.055420
	Iteration 12Q: 3 clusters Score -986116.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -986262.937500 Penalty: 2922.055420
	Iteration 13Q: 3 clusters Score -986262.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -986407.062500 Penalty: 2922.055420
	Iteration 14Q: 3 clusters Score -986407.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -986551.562500 Penalty: 2922.055420
	Iteration 15Q: 3 clusters Score -986551.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -986684.187500 Penalty: 2922.055420
	Iteration 16Q: 3 clusters Score -986684.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -986796.937500 Penalty: 2922.055420
	Iteration 17Q: 3 clusters Score -986796.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -986906.562500 Penalty: 2922.055420
	Iteration 18Q: 3 clusters Score -986906.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -986989.750000 Penalty: 2922.055420
	Iteration 19Q: 3 clusters Score -986989.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -987068.437500 Penalty: 2922.055420
	Iteration 20F: 3 clusters Score -987068.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -987118.062500 Penalty: 2922.055420
	Iteration 21Q: 3 clusters Score -987118.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -987160.625000 Penalty: 2922.055420
	Iteration 22Q: 3 clusters Score -987160.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -987206.000000 Penalty: 2922.055420
	Iteration 23Q: 3 clusters Score -987206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -987237.875000 Penalty: 2922.055420
	Iteration 24Q: 3 clusters Score -987237.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -987258.687500 Penalty: 2922.055420
	Iteration 25Q: 3 clusters Score -987258.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -987279.562500 Penalty: 2922.055420
	Iteration 26Q: 3 clusters Score -987279.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -987287.937500 Penalty: 2922.055420
	Iteration 27Q: 3 clusters Score -987287.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -987298.437500 Penalty: 2922.055420
	Iteration 28Q: 3 clusters Score -987298.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -987306.000000 Penalty: 2922.055420
	Iteration 29Q: 3 clusters Score -987306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -987309.375000 Penalty: 2922.055420
	Iteration 30Q: 3 clusters Score -987309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -987313.000000 Penalty: 2922.055420
	Iteration 31Q: 3 clusters Score -987313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -987314.812500 Penalty: 2922.055420
	Iteration 32Q: 3 clusters Score -987314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -987315.375000 Penalty: 2922.055420
	Iteration 33Q: 3 clusters Score -987315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -987315.375000 Penalty: 2922.055420
	Iteration 34Q: 3 clusters Score -987315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -987317.062500 Penalty: 2922.055420
	Iteration 35Q: 3 clusters Score -987317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -987318.437500 Penalty: 2922.055420
	Iteration 36Q: 3 clusters Score -987318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -987318.437500 Penalty: 2922.055420
	Iteration 37F: 3 clusters Score -987318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30863.273438 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30863.27 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31309.798828 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31309.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31643.939453 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31643.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32082.408203 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -32082.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32230.277344 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -32230.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32268.064453 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -32268.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32273.560547 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -32273.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32273.560547 Penalty: 1905.680176
	Iteration 7F: 3 clusters Score -32273.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 127587 members 
Mstep: Class 46 contains 188 members 
Entering Unmasked Estep 
Score: -141740592.000000 Penalty: 104358.609375
Splitting cluster 4 changes total score from -141741536.000000 to -141740592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (37485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Entering Unmasked Estep 
Score: -4742352.000000 Penalty: 1711.400635
	Iteration 0F: 2 clusters Score -4742352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4717244.000000 Penalty: 3422.801270
	Iteration 0F: 3 clusters Score -4717244 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4726896.000000 Penalty: 3422.801270
	Iteration 1F: 3 clusters Score -4726896 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4727340.500000 Penalty: 3422.801270
	Iteration 2Q: 3 clusters Score -4727340 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4727768.000000 Penalty: 3422.801270
	Iteration 3Q: 3 clusters Score -4727768 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4728221.500000 Penalty: 3422.801270
	Iteration 4Q: 3 clusters Score -4728222 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4728749.500000 Penalty: 3422.801270
	Iteration 5Q: 3 clusters Score -4728750 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4729475.000000 Penalty: 3422.801270
	Iteration 6Q: 3 clusters Score -4729475 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4730549.000000 Penalty: 3422.801270
	Iteration 7Q: 3 clusters Score -4730549 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4732166.500000 Penalty: 3422.801270
	Iteration 8F: 3 clusters Score -4732166 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4733937.500000 Penalty: 3422.801270
	Iteration 9F: 3 clusters Score -4733938 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4735207.500000 Penalty: 3422.801270
	Iteration 10F: 3 clusters Score -4735208 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4735725.000000 Penalty: 3422.801270
	Iteration 11Q: 3 clusters Score -4735725 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4736091.500000 Penalty: 3422.801270
	Iteration 12Q: 3 clusters Score -4736092 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4736311.500000 Penalty: 3422.801270
	Iteration 13Q: 3 clusters Score -4736312 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4736560.000000 Penalty: 3422.801270
	Iteration 14Q: 3 clusters Score -4736560 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4736771.000000 Penalty: 3422.801270
	Iteration 15Q: 3 clusters Score -4736771 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4737004.500000 Penalty: 3422.801270
	Iteration 16Q: 3 clusters Score -4737004 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4737191.000000 Penalty: 3422.801270
	Iteration 17Q: 3 clusters Score -4737191 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4737378.500000 Penalty: 3422.801270
	Iteration 18Q: 3 clusters Score -4737378 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4737560.500000 Penalty: 3422.801270
	Iteration 19Q: 3 clusters Score -4737560 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4737727.000000 Penalty: 3422.801270
	Iteration 20F: 3 clusters Score -4737727 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4737838.500000 Penalty: 3422.801270
	Iteration 21Q: 3 clusters Score -4737838 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4737957.500000 Penalty: 3422.801270
	Iteration 22Q: 3 clusters Score -4737958 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4738053.000000 Penalty: 3422.801270
	Iteration 23Q: 3 clusters Score -4738053 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4738152.500000 Penalty: 3422.801270
	Iteration 24Q: 3 clusters Score -4738152 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4738222.000000 Penalty: 3422.801270
	Iteration 25Q: 3 clusters Score -4738222 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4738308.000000 Penalty: 3422.801270
	Iteration 26Q: 3 clusters Score -4738308 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4738376.000000 Penalty: 3422.801270
	Iteration 27Q: 3 clusters Score -4738376 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4738456.000000 Penalty: 3422.801270
	Iteration 28Q: 3 clusters Score -4738456 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4738531.500000 Penalty: 3422.801270
	Iteration 29Q: 3 clusters Score -4738532 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4738599.000000 Penalty: 3422.801270
	Iteration 30Q: 3 clusters Score -4738599 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -4738672.500000 Penalty: 3422.801270
	Iteration 31Q: 3 clusters Score -4738672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4738745.500000 Penalty: 3422.801270
	Iteration 32Q: 3 clusters Score -4738746 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4738817.500000 Penalty: 3422.801270
	Iteration 33Q: 3 clusters Score -4738818 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4738867.500000 Penalty: 3422.801270
	Iteration 34Q: 3 clusters Score -4738868 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -4738905.000000 Penalty: 3422.801270
	Iteration 35Q: 3 clusters Score -4738905 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -4738955.500000 Penalty: 3422.801270
	Iteration 36Q: 3 clusters Score -4738956 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4739000.500000 Penalty: 3422.801270
	Iteration 37Q: 3 clusters Score -4739000 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4739064.500000 Penalty: 3422.801270
	Iteration 38Q: 3 clusters Score -4739064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4739107.500000 Penalty: 3422.801270
	Iteration 39Q: 3 clusters Score -4739108 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4739161.000000 Penalty: 3422.801270
	Iteration 40F: 3 clusters Score -4739161 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4739213.500000 Penalty: 3422.801270
	Iteration 41Q: 3 clusters Score -4739214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -4739248.000000 Penalty: 3422.801270
	Iteration 42Q: 3 clusters Score -4739248 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4739293.000000 Penalty: 3422.801270
	Iteration 43Q: 3 clusters Score -4739293 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4739358.000000 Penalty: 3422.801270
	Iteration 44Q: 3 clusters Score -4739358 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4739415.000000 Penalty: 3422.801270
	Iteration 45Q: 3 clusters Score -4739415 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4739468.000000 Penalty: 3422.801270
	Iteration 46Q: 3 clusters Score -4739468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4739514.500000 Penalty: 3422.801270
	Iteration 47Q: 3 clusters Score -4739514 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4739551.500000 Penalty: 3422.801270
	Iteration 48Q: 3 clusters Score -4739552 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -4739583.500000 Penalty: 3422.801270
	Iteration 49Q: 3 clusters Score -4739584 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4739617.500000 Penalty: 3422.801270
	Iteration 50Q: 3 clusters Score -4739618 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4739646.000000 Penalty: 3422.801270
	Iteration 51Q: 3 clusters Score -4739646 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4739689.500000 Penalty: 3422.801270
	Iteration 52Q: 3 clusters Score -4739690 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4739725.500000 Penalty: 3422.801270
	Iteration 53Q: 3 clusters Score -4739726 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4739755.500000 Penalty: 3422.801270
	Iteration 54Q: 3 clusters Score -4739756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4739783.500000 Penalty: 3422.801270
	Iteration 55Q: 3 clusters Score -4739784 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4739814.500000 Penalty: 3422.801270
	Iteration 56Q: 3 clusters Score -4739814 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4739824.500000 Penalty: 3422.801270
	Iteration 57Q: 3 clusters Score -4739824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4739849.000000 Penalty: 3422.801270
	Iteration 58Q: 3 clusters Score -4739849 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4739870.500000 Penalty: 3422.801270
	Iteration 59Q: 3 clusters Score -4739870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4739903.000000 Penalty: 3422.801270
	Iteration 60F: 3 clusters Score -4739903 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4739913.500000 Penalty: 3422.801270
	Iteration 61Q: 3 clusters Score -4739914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4739923.000000 Penalty: 3422.801270
	Iteration 62Q: 3 clusters Score -4739923 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4739945.000000 Penalty: 3422.801270
	Iteration 63Q: 3 clusters Score -4739945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4739961.000000 Penalty: 3422.801270
	Iteration 64Q: 3 clusters Score -4739961 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4739982.500000 Penalty: 3422.801270
	Iteration 65Q: 3 clusters Score -4739982 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4740015.000000 Penalty: 3422.801270
	Iteration 66Q: 3 clusters Score -4740015 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4740033.000000 Penalty: 3422.801270
	Iteration 67Q: 3 clusters Score -4740033 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4740055.000000 Penalty: 3422.801270
	Iteration 68Q: 3 clusters Score -4740055 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4740073.000000 Penalty: 3422.801270
	Iteration 69Q: 3 clusters Score -4740073 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4740109.500000 Penalty: 3422.801270
	Iteration 70Q: 3 clusters Score -4740110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4740148.500000 Penalty: 3422.801270
	Iteration 71Q: 3 clusters Score -4740148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4740182.000000 Penalty: 3422.801270
	Iteration 72Q: 3 clusters Score -4740182 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4740213.500000 Penalty: 3422.801270
	Iteration 73Q: 3 clusters Score -4740214 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4740234.500000 Penalty: 3422.801270
	Iteration 74Q: 3 clusters Score -4740234 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4740281.500000 Penalty: 3422.801270
	Iteration 75Q: 3 clusters Score -4740282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4740316.000000 Penalty: 3422.801270
	Iteration 76Q: 3 clusters Score -4740316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4740352.500000 Penalty: 3422.801270
	Iteration 77Q: 3 clusters Score -4740352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4740384.500000 Penalty: 3422.801270
	Iteration 78Q: 3 clusters Score -4740384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4740417.000000 Penalty: 3422.801270
	Iteration 79Q: 3 clusters Score -4740417 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4740475.000000 Penalty: 3422.801270
	Iteration 80F: 3 clusters Score -4740475 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4740519.500000 Penalty: 3422.801270
	Iteration 81Q: 3 clusters Score -4740520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4740534.500000 Penalty: 3422.801270
	Iteration 82Q: 3 clusters Score -4740534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4740560.500000 Penalty: 3422.801270
	Iteration 83Q: 3 clusters Score -4740560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4740586.500000 Penalty: 3422.801270
	Iteration 84Q: 3 clusters Score -4740586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4740601.500000 Penalty: 3422.801270
	Iteration 85Q: 3 clusters Score -4740602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4740623.000000 Penalty: 3422.801270
	Iteration 86Q: 3 clusters Score -4740623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4740640.000000 Penalty: 3422.801270
	Iteration 87Q: 3 clusters Score -4740640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4740646.000000 Penalty: 3422.801270
	Iteration 88Q: 3 clusters Score -4740646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4740662.000000 Penalty: 3422.801270
	Iteration 89Q: 3 clusters Score -4740662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4740673.000000 Penalty: 3422.801270
	Iteration 90Q: 3 clusters Score -4740673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4740687.000000 Penalty: 3422.801270
	Iteration 91Q: 3 clusters Score -4740687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4740701.000000 Penalty: 3422.801270
	Iteration 92Q: 3 clusters Score -4740701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4740711.000000 Penalty: 3422.801270
	Iteration 93Q: 3 clusters Score -4740711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4740713.500000 Penalty: 3422.801270
	Iteration 94Q: 3 clusters Score -4740714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4740719.500000 Penalty: 3422.801270
	Iteration 95Q: 3 clusters Score -4740720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4740730.500000 Penalty: 3422.801270
	Iteration 96Q: 3 clusters Score -4740730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4740745.000000 Penalty: 3422.801270
	Iteration 97Q: 3 clusters Score -4740745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4740764.000000 Penalty: 3422.801270
	Iteration 98Q: 3 clusters Score -4740764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4740769.000000 Penalty: 3422.801270
	Iteration 99Q: 3 clusters Score -4740769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4740785.000000 Penalty: 3422.801270
	Iteration 100F: 3 clusters Score -4740785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4740787.000000 Penalty: 3422.801270
	Iteration 101Q: 3 clusters Score -4740787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4740800.000000 Penalty: 3422.801270
	Iteration 102Q: 3 clusters Score -4740800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4740804.000000 Penalty: 3422.801270
	Iteration 103Q: 3 clusters Score -4740804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4740816.000000 Penalty: 3422.801270
	Iteration 104Q: 3 clusters Score -4740816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4740822.500000 Penalty: 3422.801270
	Iteration 105Q: 3 clusters Score -4740822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4740836.500000 Penalty: 3422.801270
	Iteration 106Q: 3 clusters Score -4740836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4740832.000000 Penalty: 3422.801270
	Iteration 107Q: 3 clusters Score -4740832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4740831.000000 Penalty: 3422.801270
	Iteration 108Q: 3 clusters Score -4740831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4740834.500000 Penalty: 3422.801270
	Iteration 109Q: 3 clusters Score -4740834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4740839.500000 Penalty: 3422.801270
	Iteration 110Q: 3 clusters Score -4740840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4740838.000000 Penalty: 3422.801270
	Iteration 111Q: 3 clusters Score -4740838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4740843.000000 Penalty: 3422.801270
	Iteration 112Q: 3 clusters Score -4740843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4740852.000000 Penalty: 3422.801270
	Iteration 113Q: 3 clusters Score -4740852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4740853.000000 Penalty: 3422.801270
	Iteration 114Q: 3 clusters Score -4740853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4740849.000000 Penalty: 3422.801270
	Iteration 115Q: 3 clusters Score -4740849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4740854.000000 Penalty: 3422.801270
	Iteration 116Q: 3 clusters Score -4740854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4740858.000000 Penalty: 3422.801270
	Iteration 117Q: 3 clusters Score -4740858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4740856.000000 Penalty: 3422.801270
	Iteration 118Q: 3 clusters Score -4740856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4740855.500000 Penalty: 3422.801270
	Iteration 119Q: 3 clusters Score -4740856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4740855.500000 Penalty: 3422.801270
	Iteration 120F: 3 clusters Score -4740856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4740861.500000 Penalty: 3422.801270
	Iteration 121Q: 3 clusters Score -4740862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4740860.000000 Penalty: 3422.801270
	Iteration 122Q: 3 clusters Score -4740860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4740861.500000 Penalty: 3422.801270
	Iteration 123Q: 3 clusters Score -4740862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4740864.500000 Penalty: 3422.801270
	Iteration 124Q: 3 clusters Score -4740864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4740867.500000 Penalty: 3422.801270
	Iteration 125Q: 3 clusters Score -4740868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4740864.000000 Penalty: 3422.801270
	Iteration 126Q: 3 clusters Score -4740864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4740864.500000 Penalty: 3422.801270
	Iteration 127Q: 3 clusters Score -4740864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4740864.500000 Penalty: 3422.801270
	Iteration 128F: 3 clusters Score -4740864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -343226.843750 Penalty: 1295.693726
	Iteration 0F: 2 clusters Score -343226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -340586.343750 Penalty: 2591.387451
	Iteration 0F: 3 clusters Score -340586.3 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -341246.312500 Penalty: 2591.387451
	Iteration 1F: 3 clusters Score -341246.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -341380.312500 Penalty: 2591.387451
	Iteration 2F: 3 clusters Score -341380.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -341458.031250 Penalty: 2591.387451
	Iteration 3Q: 3 clusters Score -341458 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -341529.500000 Penalty: 2591.387451
	Iteration 4Q: 3 clusters Score -341529.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -341588.593750 Penalty: 2591.387451
	Iteration 5Q: 3 clusters Score -341588.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -341638.656250 Penalty: 2591.387451
	Iteration 6Q: 3 clusters Score -341638.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -341706.468750 Penalty: 2591.387451
	Iteration 7Q: 3 clusters Score -341706.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341809.156250 Penalty: 2591.387451
	Iteration 8Q: 3 clusters Score -341809.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -341925.375000 Penalty: 2591.387451
	Iteration 9Q: 3 clusters Score -341925.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -342003.062500 Penalty: 2591.387451
	Iteration 10Q: 3 clusters Score -342003.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -342048.281250 Penalty: 2591.387451
	Iteration 11Q: 3 clusters Score -342048.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -342082.593750 Penalty: 2591.387451
	Iteration 12Q: 3 clusters Score -342082.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -342122.718750 Penalty: 2591.387451
	Iteration 13Q: 3 clusters Score -342122.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -342160.062500 Penalty: 2591.387451
	Iteration 14Q: 3 clusters Score -342160.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -342201.750000 Penalty: 2591.387451
	Iteration 15Q: 3 clusters Score -342201.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -342270.468750 Penalty: 2591.387451
	Iteration 16Q: 3 clusters Score -342270.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -342337.031250 Penalty: 2591.387451
	Iteration 17Q: 3 clusters Score -342337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -342397.156250 Penalty: 2591.387451
	Iteration 18Q: 3 clusters Score -342397.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -342445.906250 Penalty: 2591.387451
	Iteration 19Q: 3 clusters Score -342445.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -342476.625000 Penalty: 2591.387451
	Iteration 20F: 3 clusters Score -342476.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -342497.843750 Penalty: 2591.387451
	Iteration 21Q: 3 clusters Score -342497.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -342515.593750 Penalty: 2591.387451
	Iteration 22Q: 3 clusters Score -342515.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -342526.656250 Penalty: 2591.387451
	Iteration 23Q: 3 clusters Score -342526.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -342539.125000 Penalty: 2591.387451
	Iteration 24Q: 3 clusters Score -342539.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -342558.343750 Penalty: 2591.387451
	Iteration 25Q: 3 clusters Score -342558.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -342574.968750 Penalty: 2591.387451
	Iteration 26Q: 3 clusters Score -342575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -342593.906250 Penalty: 2591.387451
	Iteration 27Q: 3 clusters Score -342593.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -342607.468750 Penalty: 2591.387451
	Iteration 28Q: 3 clusters Score -342607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -342615.062500 Penalty: 2591.387451
	Iteration 29Q: 3 clusters Score -342615.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -342619.375000 Penalty: 2591.387451
	Iteration 30Q: 3 clusters Score -342619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -342624.468750 Penalty: 2591.387451
	Iteration 31Q: 3 clusters Score -342624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -342628.031250 Penalty: 2591.387451
	Iteration 32Q: 3 clusters Score -342628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -342628.781250 Penalty: 2591.387451
	Iteration 33Q: 3 clusters Score -342628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -342629.531250 Penalty: 2591.387451
	Iteration 34Q: 3 clusters Score -342629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -342629.531250 Penalty: 2591.387451
	Iteration 35F: 3 clusters Score -342629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30924.357422 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -30924.36 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31376.619141 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31376.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31651.205078 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31651.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31904.578125 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -31904.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32322.425781 Penalty: 1964.626709
	Iteration 4F: 3 clusters Score -32322.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32484.185547 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -32484.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32495.150391 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -32495.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32495.150391 Penalty: 1964.626709
	Iteration 7F: 3 clusters Score -32495.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 127587 members 
Mstep: Class 46 contains 220 members 
Entering Unmasked Estep 
Score: -141740608.000000 Penalty: 104358.609375
Splitting cluster 7 changes total score from -141741536.000000 to -141740608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (112000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112000 members 
Entering Unmasked Estep 
Score: -14059478.000000 Penalty: 1889.266235
	Iteration 0F: 2 clusters Score -1.405948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -13986503.000000 Penalty: 3778.532471
	Iteration 0F: 3 clusters Score -1.39865e+07 nChanged 53817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -14019387.000000 Penalty: 3778.532471
	Iteration 1F: 3 clusters Score -1.401939e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -14021674.000000 Penalty: 3778.532471
	Iteration 2Q: 3 clusters Score -1.402167e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -14024871.000000 Penalty: 3778.532471
	Iteration 3F: 3 clusters Score -1.402487e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -14029131.000000 Penalty: 3778.532471
	Iteration 4F: 3 clusters Score -1.402913e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -14033722.000000 Penalty: 3778.532471
	Iteration 5F: 3 clusters Score -1.403372e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -14038466.000000 Penalty: 3778.532471
	Iteration 6F: 3 clusters Score -1.403847e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -14042110.000000 Penalty: 3778.532471
	Iteration 7F: 3 clusters Score -1.404211e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -14044108.000000 Penalty: 3778.532471
	Iteration 8Q: 3 clusters Score -1.404411e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -14044934.000000 Penalty: 3778.532471
	Iteration 9Q: 3 clusters Score -1.404493e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -14045239.000000 Penalty: 3778.532471
	Iteration 10Q: 3 clusters Score -1.404524e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -14045407.000000 Penalty: 3778.532471
	Iteration 11Q: 3 clusters Score -1.404541e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -14045594.000000 Penalty: 3778.532471
	Iteration 12Q: 3 clusters Score -1.404559e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -14045846.000000 Penalty: 3778.532471
	Iteration 13Q: 3 clusters Score -1.404585e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -14046124.000000 Penalty: 3778.532471
	Iteration 14Q: 3 clusters Score -1.404612e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -14046468.000000 Penalty: 3778.532471
	Iteration 15Q: 3 clusters Score -1.404647e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -14046816.000000 Penalty: 3778.532471
	Iteration 16Q: 3 clusters Score -1.404682e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -14047168.000000 Penalty: 3778.532471
	Iteration 17Q: 3 clusters Score -1.404717e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -14047785.000000 Penalty: 3778.532471
	Iteration 18Q: 3 clusters Score -1.404778e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -14048324.000000 Penalty: 3778.532471
	Iteration 19Q: 3 clusters Score -1.404832e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -14049052.000000 Penalty: 3778.532471
	Iteration 20F: 3 clusters Score -1.404905e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -14049825.000000 Penalty: 3778.532471
	Iteration 21Q: 3 clusters Score -1.404982e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -14050533.000000 Penalty: 3778.532471
	Iteration 22Q: 3 clusters Score -1.405053e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -14051342.000000 Penalty: 3778.532471
	Iteration 23Q: 3 clusters Score -1.405134e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -14052026.000000 Penalty: 3778.532471
	Iteration 24Q: 3 clusters Score -1.405203e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -14052674.000000 Penalty: 3778.532471
	Iteration 25Q: 3 clusters Score -1.405267e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -14053221.000000 Penalty: 3778.532471
	Iteration 26Q: 3 clusters Score -1.405322e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -14053871.000000 Penalty: 3778.532471
	Iteration 27Q: 3 clusters Score -1.405387e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -14054299.000000 Penalty: 3778.532471
	Iteration 28Q: 3 clusters Score -1.40543e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -14054846.000000 Penalty: 3778.532471
	Iteration 29Q: 3 clusters Score -1.405485e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -14055415.000000 Penalty: 3778.532471
	Iteration 30Q: 3 clusters Score -1.405542e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -14055732.000000 Penalty: 3778.532471
	Iteration 31Q: 3 clusters Score -1.405573e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -14056140.000000 Penalty: 3778.532471
	Iteration 32Q: 3 clusters Score -1.405614e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -14056553.000000 Penalty: 3778.532471
	Iteration 33Q: 3 clusters Score -1.405655e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -14056937.000000 Penalty: 3778.532471
	Iteration 34Q: 3 clusters Score -1.405694e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 98912 members 
Entering Unmasked Estep 
Score: -14057286.000000 Penalty: 3778.532471
	Iteration 35Q: 3 clusters Score -1.405729e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -14057669.000000 Penalty: 3778.532471
	Iteration 36Q: 3 clusters Score -1.405767e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 101085 members 
Entering Unmasked Estep 
Score: -14057917.000000 Penalty: 3778.532471
	Iteration 37Q: 3 clusters Score -1.405792e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -14058214.000000 Penalty: 3778.532471
	Iteration 38Q: 3 clusters Score -1.405821e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 103124 members 
Entering Unmasked Estep 
Score: -14058481.000000 Penalty: 3778.532471
	Iteration 39Q: 3 clusters Score -1.405848e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -14058748.000000 Penalty: 3778.532471
	Iteration 40F: 3 clusters Score -1.405875e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -14058958.000000 Penalty: 3778.532471
	Iteration 41Q: 3 clusters Score -1.405896e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -14059057.000000 Penalty: 3778.532471
	Iteration 42Q: 3 clusters Score -1.405906e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -14059145.000000 Penalty: 3778.532471
	Iteration 43Q: 3 clusters Score -1.405914e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -14059180.000000 Penalty: 3778.532471
	Iteration 44Q: 3 clusters Score -1.405918e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -14059224.000000 Penalty: 3778.532471
	Iteration 45Q: 3 clusters Score -1.405922e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -14059250.000000 Penalty: 3778.532471
	Iteration 46Q: 3 clusters Score -1.405925e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -14059255.000000 Penalty: 3778.532471
	Iteration 47Q: 3 clusters Score -1.405926e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 108817 members 
Entering Unmasked Estep 
Score: -14059264.000000 Penalty: 3778.532471
	Iteration 48Q: 3 clusters Score -1.405926e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -14059215.000000 Penalty: 3778.532471
	Iteration 49Q: 3 clusters Score -1.405922e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -14059162.000000 Penalty: 3778.532471
	Iteration 50Q: 3 clusters Score -1.405916e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 109579 members 
Entering Unmasked Estep 
Score: -14059132.000000 Penalty: 3778.532471
	Iteration 51Q: 3 clusters Score -1.405913e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -14059130.000000 Penalty: 3778.532471
	Iteration 52Q: 3 clusters Score -1.405913e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 109895 members 
Entering Unmasked Estep 
Score: -14059116.000000 Penalty: 3778.532471
	Iteration 53Q: 3 clusters Score -1.405912e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 110019 members 
Entering Unmasked Estep 
Score: -14059100.000000 Penalty: 3778.532471
	Iteration 54Q: 3 clusters Score -1.40591e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -14059079.000000 Penalty: 3778.532471
	Iteration 55Q: 3 clusters Score -1.405908e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 110218 members 
Entering Unmasked Estep 
Score: -14059063.000000 Penalty: 3778.532471
	Iteration 56Q: 3 clusters Score -1.405906e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 110290 members 
Entering Unmasked Estep 
Score: -14059034.000000 Penalty: 3778.532471
	Iteration 57Q: 3 clusters Score -1.405903e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -14059039.000000 Penalty: 3778.532471
	Iteration 58Q: 3 clusters Score -1.405904e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -14059027.000000 Penalty: 3778.532471
	Iteration 59Q: 3 clusters Score -1.405903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -14058999.000000 Penalty: 3778.532471
	Iteration 60F: 3 clusters Score -1.4059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 110466 members 
Entering Unmasked Estep 
Score: -14058979.000000 Penalty: 3778.532471
	Iteration 61Q: 3 clusters Score -1.405898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -14058956.000000 Penalty: 3778.532471
	Iteration 62Q: 3 clusters Score -1.405896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -14058955.000000 Penalty: 3778.532471
	Iteration 63Q: 3 clusters Score -1.405896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -14058937.000000 Penalty: 3778.532471
	Iteration 64Q: 3 clusters Score -1.405894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -14058948.000000 Penalty: 3778.532471
	Iteration 65Q: 3 clusters Score -1.405895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -14058931.000000 Penalty: 3778.532471
	Iteration 66Q: 3 clusters Score -1.405893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 110556 members 
Entering Unmasked Estep 
Score: -14058918.000000 Penalty: 3778.532471
	Iteration 67Q: 3 clusters Score -1.405892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -14058922.000000 Penalty: 3778.532471
	Iteration 68Q: 3 clusters Score -1.405892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -14058911.000000 Penalty: 3778.532471
	Iteration 69Q: 3 clusters Score -1.405891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -14058915.000000 Penalty: 3778.532471
	Iteration 70Q: 3 clusters Score -1.405892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -14058920.000000 Penalty: 3778.532471
	Iteration 71Q: 3 clusters Score -1.405892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -14058916.000000 Penalty: 3778.532471
	Iteration 72Q: 3 clusters Score -1.405892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -14058886.000000 Penalty: 3778.532471
	Iteration 73Q: 3 clusters Score -1.405889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -14058884.000000 Penalty: 3778.532471
	Iteration 74Q: 3 clusters Score -1.405888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -14058867.000000 Penalty: 3778.532471
	Iteration 75Q: 3 clusters Score -1.405887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -14058877.000000 Penalty: 3778.532471
	Iteration 76Q: 3 clusters Score -1.405888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -14058877.000000 Penalty: 3778.532471
	Iteration 77Q: 3 clusters Score -1.405888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 110703 members 
Entering Unmasked Estep 
Score: -14058855.000000 Penalty: 3778.532471
	Iteration 78Q: 3 clusters Score -1.405886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -14058858.000000 Penalty: 3778.532471
	Iteration 79Q: 3 clusters Score -1.405886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -14058847.000000 Penalty: 3778.532471
	Iteration 80F: 3 clusters Score -1.405885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -14058850.000000 Penalty: 3778.532471
	Iteration 81Q: 3 clusters Score -1.405885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -14058843.000000 Penalty: 3778.532471
	Iteration 82Q: 3 clusters Score -1.405884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -14058841.000000 Penalty: 3778.532471
	Iteration 83Q: 3 clusters Score -1.405884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -14058832.000000 Penalty: 3778.532471
	Iteration 84Q: 3 clusters Score -1.405883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -14058835.000000 Penalty: 3778.532471
	Iteration 85Q: 3 clusters Score -1.405884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -14058825.000000 Penalty: 3778.532471
	Iteration 86Q: 3 clusters Score -1.405882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 110763 members 
Entering Unmasked Estep 
Score: -14058820.000000 Penalty: 3778.532471
	Iteration 87Q: 3 clusters Score -1.405882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -14058810.000000 Penalty: 3778.532471
	Iteration 88Q: 3 clusters Score -1.405881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 110778 members 
Entering Unmasked Estep 
Score: -14058808.000000 Penalty: 3778.532471
	Iteration 89Q: 3 clusters Score -1.405881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -14058800.000000 Penalty: 3778.532471
	Iteration 90Q: 3 clusters Score -1.40588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -14058791.000000 Penalty: 3778.532471
	Iteration 91Q: 3 clusters Score -1.405879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -14058796.000000 Penalty: 3778.532471
	Iteration 92Q: 3 clusters Score -1.40588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -14058789.000000 Penalty: 3778.532471
	Iteration 93Q: 3 clusters Score -1.405879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 110821 members 
Entering Unmasked Estep 
Score: -14058789.000000 Penalty: 3778.532471
	Iteration 94Q: 3 clusters Score -1.405879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -14058789.000000 Penalty: 3778.532471
	Iteration 95Q: 3 clusters Score -1.405879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -14058793.000000 Penalty: 3778.532471
	Iteration 96Q: 3 clusters Score -1.405879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -14058786.000000 Penalty: 3778.532471
	Iteration 97Q: 3 clusters Score -1.405879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -14058794.000000 Penalty: 3778.532471
	Iteration 98Q: 3 clusters Score -1.405879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -14058794.000000 Penalty: 3778.532471
	Iteration 99Q: 3 clusters Score -1.405879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -14058785.000000 Penalty: 3778.532471
	Iteration 100F: 3 clusters Score -1.405878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -14058793.000000 Penalty: 3778.532471
	Iteration 101Q: 3 clusters Score -1.405879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -14058793.000000 Penalty: 3778.532471
	Iteration 102F: 3 clusters Score -1.405879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -664942.312500 Penalty: 1401.936646
	Iteration 0F: 2 clusters Score -664942.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -660576.125000 Penalty: 2803.873291
	Iteration 0F: 3 clusters Score -660576.1 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -661850.687500 Penalty: 2803.873291
	Iteration 1F: 3 clusters Score -661850.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -662080.625000 Penalty: 2803.873291
	Iteration 2F: 3 clusters Score -662080.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -662251.812500 Penalty: 2803.873291
	Iteration 3F: 3 clusters Score -662251.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -662412.937500 Penalty: 2803.873291
	Iteration 4Q: 3 clusters Score -662412.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -662563.312500 Penalty: 2803.873291
	Iteration 5Q: 3 clusters Score -662563.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -662684.687500 Penalty: 2803.873291
	Iteration 6Q: 3 clusters Score -662684.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -662811.000000 Penalty: 2803.873291
	Iteration 7Q: 3 clusters Score -662811 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -662933.750000 Penalty: 2803.873291
	Iteration 8Q: 3 clusters Score -662933.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -663037.750000 Penalty: 2803.873291
	Iteration 9Q: 3 clusters Score -663037.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -663148.625000 Penalty: 2803.873291
	Iteration 10Q: 3 clusters Score -663148.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -663241.812500 Penalty: 2803.873291
	Iteration 11Q: 3 clusters Score -663241.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -663318.562500 Penalty: 2803.873291
	Iteration 12Q: 3 clusters Score -663318.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -663370.000000 Penalty: 2803.873291
	Iteration 13Q: 3 clusters Score -663370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -663400.500000 Penalty: 2803.873291
	Iteration 14Q: 3 clusters Score -663400.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -663435.687500 Penalty: 2803.873291
	Iteration 15Q: 3 clusters Score -663435.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -663463.937500 Penalty: 2803.873291
	Iteration 16Q: 3 clusters Score -663463.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -663486.500000 Penalty: 2803.873291
	Iteration 17Q: 3 clusters Score -663486.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -663508.937500 Penalty: 2803.873291
	Iteration 18Q: 3 clusters Score -663508.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -663523.250000 Penalty: 2803.873291
	Iteration 19Q: 3 clusters Score -663523.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -663534.250000 Penalty: 2803.873291
	Iteration 20F: 3 clusters Score -663534.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -663544.062500 Penalty: 2803.873291
	Iteration 21Q: 3 clusters Score -663544.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -663553.000000 Penalty: 2803.873291
	Iteration 22Q: 3 clusters Score -663553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -663561.125000 Penalty: 2803.873291
	Iteration 23Q: 3 clusters Score -663561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -663566.812500 Penalty: 2803.873291
	Iteration 24Q: 3 clusters Score -663566.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -663571.750000 Penalty: 2803.873291
	Iteration 25Q: 3 clusters Score -663571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -663575.312500 Penalty: 2803.873291
	Iteration 26Q: 3 clusters Score -663575.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -663578.875000 Penalty: 2803.873291
	Iteration 27Q: 3 clusters Score -663578.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -663582.562500 Penalty: 2803.873291
	Iteration 28Q: 3 clusters Score -663582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -663581.812500 Penalty: 2803.873291
	Iteration 29Q: 3 clusters Score -663581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -663584.187500 Penalty: 2803.873291
	Iteration 30Q: 3 clusters Score -663584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -663585.500000 Penalty: 2803.873291
	Iteration 31Q: 3 clusters Score -663585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -663586.500000 Penalty: 2803.873291
	Iteration 32Q: 3 clusters Score -663586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -663584.875000 Penalty: 2803.873291
	Iteration 33Q: 3 clusters Score -663584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -663586.125000 Penalty: 2803.873291
	Iteration 34Q: 3 clusters Score -663586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -663586.937500 Penalty: 2803.873291
	Iteration 35Q: 3 clusters Score -663586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -663587.750000 Penalty: 2803.873291
	Iteration 36Q: 3 clusters Score -663587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -663588.000000 Penalty: 2803.873291
	Iteration 37Q: 3 clusters Score -663588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -663589.187500 Penalty: 2803.873291
	Iteration 38Q: 3 clusters Score -663589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -663589.437500 Penalty: 2803.873291
	Iteration 39Q: 3 clusters Score -663589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -663591.625000 Penalty: 2803.873291
	Iteration 40F: 3 clusters Score -663591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -663591.187500 Penalty: 2803.873291
	Iteration 41Q: 3 clusters Score -663591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -663591.187500 Penalty: 2803.873291
	Iteration 42F: 3 clusters Score -663591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Entering Unmasked Estep 
Score: -1788119.500000 Penalty: 1558.276367
	Iteration 0F: 2 clusters Score -1788120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1777847.750000 Penalty: 3116.552734
	Iteration 0F: 3 clusters Score -1777848 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1781517.375000 Penalty: 3116.552734
	Iteration 1F: 3 clusters Score -1781517 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1781901.750000 Penalty: 3116.552734
	Iteration 2F: 3 clusters Score -1781902 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1782281.375000 Penalty: 3116.552734
	Iteration 3F: 3 clusters Score -1782281 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1782608.375000 Penalty: 3116.552734
	Iteration 4Q: 3 clusters Score -1782608 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1782969.250000 Penalty: 3116.552734
	Iteration 5Q: 3 clusters Score -1782969 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1783373.750000 Penalty: 3116.552734
	Iteration 6Q: 3 clusters Score -1783374 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1783820.625000 Penalty: 3116.552734
	Iteration 7Q: 3 clusters Score -1783821 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1784271.125000 Penalty: 3116.552734
	Iteration 8Q: 3 clusters Score -1784271 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1784661.500000 Penalty: 3116.552734
	Iteration 9Q: 3 clusters Score -1784662 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1784941.875000 Penalty: 3116.552734
	Iteration 10Q: 3 clusters Score -1784942 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1785108.750000 Penalty: 3116.552734
	Iteration 11Q: 3 clusters Score -1785109 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1785247.750000 Penalty: 3116.552734
	Iteration 12Q: 3 clusters Score -1785248 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1785338.500000 Penalty: 3116.552734
	Iteration 13Q: 3 clusters Score -1785338 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1785417.750000 Penalty: 3116.552734
	Iteration 14Q: 3 clusters Score -1785418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1785493.125000 Penalty: 3116.552734
	Iteration 15Q: 3 clusters Score -1785493 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1785552.000000 Penalty: 3116.552734
	Iteration 16Q: 3 clusters Score -1785552 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1785628.250000 Penalty: 3116.552734
	Iteration 17Q: 3 clusters Score -1785628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1785696.750000 Penalty: 3116.552734
	Iteration 18Q: 3 clusters Score -1785697 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1785748.125000 Penalty: 3116.552734
	Iteration 19Q: 3 clusters Score -1785748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1785805.625000 Penalty: 3116.552734
	Iteration 20F: 3 clusters Score -1785806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1785867.125000 Penalty: 3116.552734
	Iteration 21Q: 3 clusters Score -1785867 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1785923.125000 Penalty: 3116.552734
	Iteration 22Q: 3 clusters Score -1785923 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1785966.125000 Penalty: 3116.552734
	Iteration 23Q: 3 clusters Score -1785966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1786002.375000 Penalty: 3116.552734
	Iteration 24Q: 3 clusters Score -1786002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1786038.875000 Penalty: 3116.552734
	Iteration 25Q: 3 clusters Score -1786039 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1786095.625000 Penalty: 3116.552734
	Iteration 26Q: 3 clusters Score -1786096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1786156.000000 Penalty: 3116.552734
	Iteration 27Q: 3 clusters Score -1786156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1786209.875000 Penalty: 3116.552734
	Iteration 28Q: 3 clusters Score -1786210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1786264.750000 Penalty: 3116.552734
	Iteration 29Q: 3 clusters Score -1786265 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1786318.000000 Penalty: 3116.552734
	Iteration 30Q: 3 clusters Score -1786318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1786366.250000 Penalty: 3116.552734
	Iteration 31Q: 3 clusters Score -1786366 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1786424.000000 Penalty: 3116.552734
	Iteration 32Q: 3 clusters Score -1786424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1786486.000000 Penalty: 3116.552734
	Iteration 33Q: 3 clusters Score -1786486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1786558.625000 Penalty: 3116.552734
	Iteration 34Q: 3 clusters Score -1786559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1786638.125000 Penalty: 3116.552734
	Iteration 35Q: 3 clusters Score -1786638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1786699.250000 Penalty: 3116.552734
	Iteration 36Q: 3 clusters Score -1786699 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1786746.125000 Penalty: 3116.552734
	Iteration 37Q: 3 clusters Score -1786746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1786795.125000 Penalty: 3116.552734
	Iteration 38Q: 3 clusters Score -1786795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1786820.125000 Penalty: 3116.552734
	Iteration 39Q: 3 clusters Score -1786820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1786843.375000 Penalty: 3116.552734
	Iteration 40F: 3 clusters Score -1786843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1786868.125000 Penalty: 3116.552734
	Iteration 41Q: 3 clusters Score -1786868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1786878.750000 Penalty: 3116.552734
	Iteration 42Q: 3 clusters Score -1786879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1786896.625000 Penalty: 3116.552734
	Iteration 43Q: 3 clusters Score -1786897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1786906.875000 Penalty: 3116.552734
	Iteration 44Q: 3 clusters Score -1786907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1786918.375000 Penalty: 3116.552734
	Iteration 45Q: 3 clusters Score -1786918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1786919.750000 Penalty: 3116.552734
	Iteration 46Q: 3 clusters Score -1786920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1786921.750000 Penalty: 3116.552734
	Iteration 47Q: 3 clusters Score -1786922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1786926.500000 Penalty: 3116.552734
	Iteration 48Q: 3 clusters Score -1786926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1786928.875000 Penalty: 3116.552734
	Iteration 49Q: 3 clusters Score -1786929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1786931.375000 Penalty: 3116.552734
	Iteration 50Q: 3 clusters Score -1786931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1786934.000000 Penalty: 3116.552734
	Iteration 51Q: 3 clusters Score -1786934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1786936.500000 Penalty: 3116.552734
	Iteration 52Q: 3 clusters Score -1786936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1786940.125000 Penalty: 3116.552734
	Iteration 53Q: 3 clusters Score -1786940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1786940.625000 Penalty: 3116.552734
	Iteration 54Q: 3 clusters Score -1786941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1786943.125000 Penalty: 3116.552734
	Iteration 55Q: 3 clusters Score -1786943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1786943.500000 Penalty: 3116.552734
	Iteration 56Q: 3 clusters Score -1786944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1786945.375000 Penalty: 3116.552734
	Iteration 57Q: 3 clusters Score -1786945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1786948.875000 Penalty: 3116.552734
	Iteration 58Q: 3 clusters Score -1786949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1786948.625000 Penalty: 3116.552734
	Iteration 59Q: 3 clusters Score -1786949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1786948.625000 Penalty: 3116.552734
	Iteration 60F: 3 clusters Score -1786949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Entering Unmasked Estep 
Score: -13645533.000000 Penalty: 1883.967773
	Iteration 0F: 2 clusters Score -1.364553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -13574817.000000 Penalty: 3767.935547
	Iteration 0F: 3 clusters Score -1.357482e+07 nChanged 51993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -13605667.000000 Penalty: 3767.935547
	Iteration 1F: 3 clusters Score -1.360567e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -13606918.000000 Penalty: 3767.935547
	Iteration 2Q: 3 clusters Score -1.360692e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -13608511.000000 Penalty: 3767.935547
	Iteration 3Q: 3 clusters Score -1.360851e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -13610498.000000 Penalty: 3767.935547
	Iteration 4Q: 3 clusters Score -1.36105e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -13612940.000000 Penalty: 3767.935547
	Iteration 5Q: 3 clusters Score -1.361294e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -13615798.000000 Penalty: 3767.935547
	Iteration 6F: 3 clusters Score -1.36158e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -13618664.000000 Penalty: 3767.935547
	Iteration 7F: 3 clusters Score -1.361866e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -13621532.000000 Penalty: 3767.935547
	Iteration 8F: 3 clusters Score -1.362153e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -13624148.000000 Penalty: 3767.935547
	Iteration 9Q: 3 clusters Score -1.362415e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -13626507.000000 Penalty: 3767.935547
	Iteration 10Q: 3 clusters Score -1.362651e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -13628266.000000 Penalty: 3767.935547
	Iteration 11Q: 3 clusters Score -1.362827e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -13629328.000000 Penalty: 3767.935547
	Iteration 12Q: 3 clusters Score -1.362933e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -13629994.000000 Penalty: 3767.935547
	Iteration 13Q: 3 clusters Score -1.362999e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -13630484.000000 Penalty: 3767.935547
	Iteration 14Q: 3 clusters Score -1.363048e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -13630852.000000 Penalty: 3767.935547
	Iteration 15Q: 3 clusters Score -1.363085e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -13631258.000000 Penalty: 3767.935547
	Iteration 16Q: 3 clusters Score -1.363126e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -13631701.000000 Penalty: 3767.935547
	Iteration 17Q: 3 clusters Score -1.36317e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -13632093.000000 Penalty: 3767.935547
	Iteration 18Q: 3 clusters Score -1.363209e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -13632551.000000 Penalty: 3767.935547
	Iteration 19Q: 3 clusters Score -1.363255e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -13633103.000000 Penalty: 3767.935547
	Iteration 20F: 3 clusters Score -1.36331e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -13633686.000000 Penalty: 3767.935547
	Iteration 21Q: 3 clusters Score -1.363369e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -13634223.000000 Penalty: 3767.935547
	Iteration 22Q: 3 clusters Score -1.363422e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -13634864.000000 Penalty: 3767.935547
	Iteration 23Q: 3 clusters Score -1.363486e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -13635431.000000 Penalty: 3767.935547
	Iteration 24Q: 3 clusters Score -1.363543e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -13636118.000000 Penalty: 3767.935547
	Iteration 25Q: 3 clusters Score -1.363612e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -13636777.000000 Penalty: 3767.935547
	Iteration 26Q: 3 clusters Score -1.363678e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -13637508.000000 Penalty: 3767.935547
	Iteration 27Q: 3 clusters Score -1.363751e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -13638231.000000 Penalty: 3767.935547
	Iteration 28Q: 3 clusters Score -1.363823e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -13638964.000000 Penalty: 3767.935547
	Iteration 29Q: 3 clusters Score -1.363896e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -13639740.000000 Penalty: 3767.935547
	Iteration 30Q: 3 clusters Score -1.363974e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -13640418.000000 Penalty: 3767.935547
	Iteration 31Q: 3 clusters Score -1.364042e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -13641077.000000 Penalty: 3767.935547
	Iteration 32Q: 3 clusters Score -1.364108e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -13641698.000000 Penalty: 3767.935547
	Iteration 33Q: 3 clusters Score -1.36417e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -13642307.000000 Penalty: 3767.935547
	Iteration 34Q: 3 clusters Score -1.364231e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -13642627.000000 Penalty: 3767.935547
	Iteration 35Q: 3 clusters Score -1.364263e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -13642954.000000 Penalty: 3767.935547
	Iteration 36Q: 3 clusters Score -1.364295e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -13643206.000000 Penalty: 3767.935547
	Iteration 37Q: 3 clusters Score -1.364321e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -13643401.000000 Penalty: 3767.935547
	Iteration 38Q: 3 clusters Score -1.36434e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -13643545.000000 Penalty: 3767.935547
	Iteration 39Q: 3 clusters Score -1.364354e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -13643645.000000 Penalty: 3767.935547
	Iteration 40F: 3 clusters Score -1.364364e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -13643720.000000 Penalty: 3767.935547
	Iteration 41Q: 3 clusters Score -1.364372e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -13643785.000000 Penalty: 3767.935547
	Iteration 42Q: 3 clusters Score -1.364378e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -13643809.000000 Penalty: 3767.935547
	Iteration 43Q: 3 clusters Score -1.364381e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -13643868.000000 Penalty: 3767.935547
	Iteration 44Q: 3 clusters Score -1.364387e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -13643892.000000 Penalty: 3767.935547
	Iteration 45Q: 3 clusters Score -1.364389e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -13643916.000000 Penalty: 3767.935547
	Iteration 46Q: 3 clusters Score -1.364392e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -13643917.000000 Penalty: 3767.935547
	Iteration 47Q: 3 clusters Score -1.364392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -13643937.000000 Penalty: 3767.935547
	Iteration 48Q: 3 clusters Score -1.364394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -13643934.000000 Penalty: 3767.935547
	Iteration 49Q: 3 clusters Score -1.364393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -13643935.000000 Penalty: 3767.935547
	Iteration 50Q: 3 clusters Score -1.364394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -13643947.000000 Penalty: 3767.935547
	Iteration 51Q: 3 clusters Score -1.364395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -13643946.000000 Penalty: 3767.935547
	Iteration 52Q: 3 clusters Score -1.364395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -13643952.000000 Penalty: 3767.935547
	Iteration 53Q: 3 clusters Score -1.364395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -13643945.000000 Penalty: 3767.935547
	Iteration 54Q: 3 clusters Score -1.364394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -13643953.000000 Penalty: 3767.935547
	Iteration 55Q: 3 clusters Score -1.364395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 107968 members 
Entering Unmasked Estep 
Score: -13643962.000000 Penalty: 3767.935547
	Iteration 56Q: 3 clusters Score -1.364396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -13643955.000000 Penalty: 3767.935547
	Iteration 57Q: 3 clusters Score -1.364396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -13643950.000000 Penalty: 3767.935547
	Iteration 58Q: 3 clusters Score -1.364395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -13643956.000000 Penalty: 3767.935547
	Iteration 59Q: 3 clusters Score -1.364396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -13643959.000000 Penalty: 3767.935547
	Iteration 60F: 3 clusters Score -1.364396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -13643960.000000 Penalty: 3767.935547
	Iteration 61Q: 3 clusters Score -1.364396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 107979 members 
Entering Unmasked Estep 
Score: -13643960.000000 Penalty: 3767.935547
	Iteration 62Q: 3 clusters Score -1.364396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -13643955.000000 Penalty: 3767.935547
	Iteration 63Q: 3 clusters Score -1.364396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -13643959.000000 Penalty: 3767.935547
	Iteration 64Q: 3 clusters Score -1.364396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -13643959.000000 Penalty: 3767.935547
	Iteration 65F: 3 clusters Score -1.364396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -592345.812500 Penalty: 1379.796387
	Iteration 0F: 2 clusters Score -592345.8 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 2476 members 
Entering Unmasked Estep 
Score: -588495.937500 Penalty: 2759.592773
	Iteration 0F: 3 clusters Score -588495.9 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -589578.437500 Penalty: 2759.592773
	Iteration 1F: 3 clusters Score -589578.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -589799.000000 Penalty: 2759.592773
	Iteration 2F: 3 clusters Score -589799 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -589975.062500 Penalty: 2759.592773
	Iteration 3F: 3 clusters Score -589975.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -590147.500000 Penalty: 2759.592773
	Iteration 4F: 3 clusters Score -590147.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -590315.187500 Penalty: 2759.592773
	Iteration 5Q: 3 clusters Score -590315.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -590501.562500 Penalty: 2759.592773
	Iteration 6Q: 3 clusters Score -590501.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -590676.250000 Penalty: 2759.592773
	Iteration 7Q: 3 clusters Score -590676.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -590819.625000 Penalty: 2759.592773
	Iteration 8Q: 3 clusters Score -590819.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -590976.750000 Penalty: 2759.592773
	Iteration 9Q: 3 clusters Score -590976.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -591099.562500 Penalty: 2759.592773
	Iteration 10Q: 3 clusters Score -591099.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -591191.187500 Penalty: 2759.592773
	Iteration 11Q: 3 clusters Score -591191.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -591274.937500 Penalty: 2759.592773
	Iteration 12Q: 3 clusters Score -591274.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -591331.375000 Penalty: 2759.592773
	Iteration 13Q: 3 clusters Score -591331.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -591379.125000 Penalty: 2759.592773
	Iteration 14Q: 3 clusters Score -591379.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -591437.375000 Penalty: 2759.592773
	Iteration 15Q: 3 clusters Score -591437.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -591495.437500 Penalty: 2759.592773
	Iteration 16Q: 3 clusters Score -591495.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -591559.312500 Penalty: 2759.592773
	Iteration 17Q: 3 clusters Score -591559.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -591617.437500 Penalty: 2759.592773
	Iteration 18Q: 3 clusters Score -591617.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -591672.687500 Penalty: 2759.592773
	Iteration 19Q: 3 clusters Score -591672.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -591734.125000 Penalty: 2759.592773
	Iteration 20F: 3 clusters Score -591734.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -591763.062500 Penalty: 2759.592773
	Iteration 21Q: 3 clusters Score -591763.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -591776.187500 Penalty: 2759.592773
	Iteration 22Q: 3 clusters Score -591776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -591781.125000 Penalty: 2759.592773
	Iteration 23Q: 3 clusters Score -591781.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -591783.312500 Penalty: 2759.592773
	Iteration 24Q: 3 clusters Score -591783.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -591788.125000 Penalty: 2759.592773
	Iteration 25Q: 3 clusters Score -591788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -591787.250000 Penalty: 2759.592773
	Iteration 26Q: 3 clusters Score -591787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -591787.750000 Penalty: 2759.592773
	Iteration 27Q: 3 clusters Score -591787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -591787.750000 Penalty: 2759.592773
	Iteration 28F: 3 clusters Score -591787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -623733.375000 Penalty: 1387.229858
	Iteration 0F: 2 clusters Score -623733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -619747.437500 Penalty: 2774.459717
	Iteration 0F: 3 clusters Score -619747.4 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -620890.687500 Penalty: 2774.459717
	Iteration 1F: 3 clusters Score -620890.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -621069.875000 Penalty: 2774.459717
	Iteration 2F: 3 clusters Score -621069.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -621202.062500 Penalty: 2774.459717
	Iteration 3F: 3 clusters Score -621202.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -621323.500000 Penalty: 2774.459717
	Iteration 4Q: 3 clusters Score -621323.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -621479.000000 Penalty: 2774.459717
	Iteration 5Q: 3 clusters Score -621479 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -621659.125000 Penalty: 2774.459717
	Iteration 6Q: 3 clusters Score -621659.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -621847.125000 Penalty: 2774.459717
	Iteration 7Q: 3 clusters Score -621847.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -622024.437500 Penalty: 2774.459717
	Iteration 8Q: 3 clusters Score -622024.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -622162.062500 Penalty: 2774.459717
	Iteration 9Q: 3 clusters Score -622162.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -622247.000000 Penalty: 2774.459717
	Iteration 10Q: 3 clusters Score -622247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -622298.250000 Penalty: 2774.459717
	Iteration 11Q: 3 clusters Score -622298.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -622345.625000 Penalty: 2774.459717
	Iteration 12Q: 3 clusters Score -622345.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -622376.875000 Penalty: 2774.459717
	Iteration 13Q: 3 clusters Score -622376.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -622408.437500 Penalty: 2774.459717
	Iteration 14Q: 3 clusters Score -622408.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -622437.562500 Penalty: 2774.459717
	Iteration 15Q: 3 clusters Score -622437.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -622461.625000 Penalty: 2774.459717
	Iteration 16Q: 3 clusters Score -622461.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -622486.187500 Penalty: 2774.459717
	Iteration 17Q: 3 clusters Score -622486.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -622505.312500 Penalty: 2774.459717
	Iteration 18Q: 3 clusters Score -622505.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -622518.625000 Penalty: 2774.459717
	Iteration 19Q: 3 clusters Score -622518.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -622537.750000 Penalty: 2774.459717
	Iteration 20F: 3 clusters Score -622537.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -622555.875000 Penalty: 2774.459717
	Iteration 21Q: 3 clusters Score -622555.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -622566.937500 Penalty: 2774.459717
	Iteration 22Q: 3 clusters Score -622566.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -622580.250000 Penalty: 2774.459717
	Iteration 23Q: 3 clusters Score -622580.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -622605.437500 Penalty: 2774.459717
	Iteration 24Q: 3 clusters Score -622605.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -622637.125000 Penalty: 2774.459717
	Iteration 25Q: 3 clusters Score -622637.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -622667.125000 Penalty: 2774.459717
	Iteration 26Q: 3 clusters Score -622667.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -622689.500000 Penalty: 2774.459717
	Iteration 27Q: 3 clusters Score -622689.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -622709.312500 Penalty: 2774.459717
	Iteration 28Q: 3 clusters Score -622709.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -622719.375000 Penalty: 2774.459717
	Iteration 29Q: 3 clusters Score -622719.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -622735.500000 Penalty: 2774.459717
	Iteration 30Q: 3 clusters Score -622735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -622742.687500 Penalty: 2774.459717
	Iteration 31Q: 3 clusters Score -622742.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -622750.687500 Penalty: 2774.459717
	Iteration 32Q: 3 clusters Score -622750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -622759.875000 Penalty: 2774.459717
	Iteration 33Q: 3 clusters Score -622759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -622765.875000 Penalty: 2774.459717
	Iteration 34Q: 3 clusters Score -622765.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -622773.562500 Penalty: 2774.459717
	Iteration 35Q: 3 clusters Score -622773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -622779.187500 Penalty: 2774.459717
	Iteration 36Q: 3 clusters Score -622779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -622781.187500 Penalty: 2774.459717
	Iteration 37Q: 3 clusters Score -622781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -622781.625000 Penalty: 2774.459717
	Iteration 38Q: 3 clusters Score -622781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -622782.437500 Penalty: 2774.459717
	Iteration 39Q: 3 clusters Score -622782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -622782.437500 Penalty: 2774.459717
	Iteration 40F: 3 clusters Score -622782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Entering Unmasked Estep 
Score: -3559321.000000 Penalty: 1664.150146
	Iteration 0F: 2 clusters Score -3559321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3540420.000000 Penalty: 3328.300293
	Iteration 0F: 3 clusters Score -3540420 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3547555.500000 Penalty: 3328.300293
	Iteration 1F: 3 clusters Score -3547556 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3548028.500000 Penalty: 3328.300293
	Iteration 2Q: 3 clusters Score -3548028 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3548530.750000 Penalty: 3328.300293
	Iteration 3Q: 3 clusters Score -3548531 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3549094.250000 Penalty: 3328.300293
	Iteration 4Q: 3 clusters Score -3549094 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3549795.500000 Penalty: 3328.300293
	Iteration 5F: 3 clusters Score -3549796 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3550641.000000 Penalty: 3328.300293
	Iteration 6F: 3 clusters Score -3550641 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3551633.000000 Penalty: 3328.300293
	Iteration 7F: 3 clusters Score -3551633 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3552798.750000 Penalty: 3328.300293
	Iteration 8F: 3 clusters Score -3552799 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3553880.000000 Penalty: 3328.300293
	Iteration 9F: 3 clusters Score -3553880 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3554824.500000 Penalty: 3328.300293
	Iteration 10Q: 3 clusters Score -3554824 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3555649.000000 Penalty: 3328.300293
	Iteration 11Q: 3 clusters Score -3555649 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3556285.250000 Penalty: 3328.300293
	Iteration 12Q: 3 clusters Score -3556285 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3556774.000000 Penalty: 3328.300293
	Iteration 13Q: 3 clusters Score -3556774 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3557150.250000 Penalty: 3328.300293
	Iteration 14Q: 3 clusters Score -3557150 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3557390.000000 Penalty: 3328.300293
	Iteration 15Q: 3 clusters Score -3557390 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3557565.250000 Penalty: 3328.300293
	Iteration 16Q: 3 clusters Score -3557565 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3557727.750000 Penalty: 3328.300293
	Iteration 17Q: 3 clusters Score -3557728 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3557835.000000 Penalty: 3328.300293
	Iteration 18Q: 3 clusters Score -3557835 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3557917.250000 Penalty: 3328.300293
	Iteration 19Q: 3 clusters Score -3557917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3557966.750000 Penalty: 3328.300293
	Iteration 20F: 3 clusters Score -3557967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3557982.250000 Penalty: 3328.300293
	Iteration 21Q: 3 clusters Score -3557982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3557996.000000 Penalty: 3328.300293
	Iteration 22Q: 3 clusters Score -3557996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3558002.500000 Penalty: 3328.300293
	Iteration 23Q: 3 clusters Score -3558002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3558007.750000 Penalty: 3328.300293
	Iteration 24Q: 3 clusters Score -3558008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3558014.500000 Penalty: 3328.300293
	Iteration 25Q: 3 clusters Score -3558014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3558027.750000 Penalty: 3328.300293
	Iteration 26Q: 3 clusters Score -3558028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3558046.750000 Penalty: 3328.300293
	Iteration 27Q: 3 clusters Score -3558047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3558049.750000 Penalty: 3328.300293
	Iteration 28Q: 3 clusters Score -3558050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3558058.500000 Penalty: 3328.300293
	Iteration 29Q: 3 clusters Score -3558058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3558064.500000 Penalty: 3328.300293
	Iteration 30Q: 3 clusters Score -3558064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3558070.000000 Penalty: 3328.300293
	Iteration 31Q: 3 clusters Score -3558070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3558076.500000 Penalty: 3328.300293
	Iteration 32Q: 3 clusters Score -3558076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3558075.000000 Penalty: 3328.300293
	Iteration 33Q: 3 clusters Score -3558075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3558073.500000 Penalty: 3328.300293
	Iteration 34Q: 3 clusters Score -3558074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3558077.000000 Penalty: 3328.300293
	Iteration 35Q: 3 clusters Score -3558077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3558078.750000 Penalty: 3328.300293
	Iteration 36Q: 3 clusters Score -3558079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3558079.750000 Penalty: 3328.300293
	Iteration 37Q: 3 clusters Score -3558080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3558079.750000 Penalty: 3328.300293
	Iteration 38F: 3 clusters Score -3558080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127328 members 
Entering Unmasked Estep 
Score: -16115201.000000 Penalty: 1910.109741
	Iteration 0F: 2 clusters Score -1.61152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -16037287.000000 Penalty: 3820.219482
	Iteration 0F: 3 clusters Score -1.603729e+07 nChanged 61380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -16073446.000000 Penalty: 3820.219482
	Iteration 1F: 3 clusters Score -1.607345e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -16074537.000000 Penalty: 3820.219482
	Iteration 2Q: 3 clusters Score -1.607454e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -16075917.000000 Penalty: 3820.219482
	Iteration 3Q: 3 clusters Score -1.607592e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -16077842.000000 Penalty: 3820.219482
	Iteration 4Q: 3 clusters Score -1.607784e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -16080880.000000 Penalty: 3820.219482
	Iteration 5Q: 3 clusters Score -1.608088e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -16085251.000000 Penalty: 3820.219482
	Iteration 6F: 3 clusters Score -1.608525e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -16091098.000000 Penalty: 3820.219482
	Iteration 7F: 3 clusters Score -1.60911e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -16097257.000000 Penalty: 3820.219482
	Iteration 8F: 3 clusters Score -1.609726e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80822 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -16101887.000000 Penalty: 3820.219482
	Iteration 9F: 3 clusters Score -1.610189e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -16104612.000000 Penalty: 3820.219482
	Iteration 10Q: 3 clusters Score -1.610461e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -16106193.000000 Penalty: 3820.219482
	Iteration 11Q: 3 clusters Score -1.610619e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -16107250.000000 Penalty: 3820.219482
	Iteration 12Q: 3 clusters Score -1.610725e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -16108340.000000 Penalty: 3820.219482
	Iteration 13Q: 3 clusters Score -1.610834e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -16109335.000000 Penalty: 3820.219482
	Iteration 14Q: 3 clusters Score -1.610934e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -16110341.000000 Penalty: 3820.219482
	Iteration 15Q: 3 clusters Score -1.611034e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98523 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -16111341.000000 Penalty: 3820.219482
	Iteration 16Q: 3 clusters Score -1.611134e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -16112235.000000 Penalty: 3820.219482
	Iteration 17Q: 3 clusters Score -1.611224e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -16112794.000000 Penalty: 3820.219482
	Iteration 18Q: 3 clusters Score -1.611279e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -16113433.000000 Penalty: 3820.219482
	Iteration 19Q: 3 clusters Score -1.611343e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -16113990.000000 Penalty: 3820.219482
	Iteration 20F: 3 clusters Score -1.611399e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -16114484.000000 Penalty: 3820.219482
	Iteration 21Q: 3 clusters Score -1.611448e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -16114849.000000 Penalty: 3820.219482
	Iteration 22Q: 3 clusters Score -1.611485e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -16114969.000000 Penalty: 3820.219482
	Iteration 23Q: 3 clusters Score -1.611497e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -16115053.000000 Penalty: 3820.219482
	Iteration 24Q: 3 clusters Score -1.611505e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113800 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -16115204.000000 Penalty: 3820.219482
	Iteration 25Q: 3 clusters Score -1.61152e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -16115276.000000 Penalty: 3820.219482
	Iteration 26Q: 3 clusters Score -1.611528e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -16115265.000000 Penalty: 3820.219482
	Iteration 27Q: 3 clusters Score -1.611526e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -16115228.000000 Penalty: 3820.219482
	Iteration 28Q: 3 clusters Score -1.611523e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118584 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -16115235.000000 Penalty: 3820.219482
	Iteration 29Q: 3 clusters Score -1.611524e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -16115186.000000 Penalty: 3820.219482
	Iteration 30Q: 3 clusters Score -1.611519e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -16115179.000000 Penalty: 3820.219482
	Iteration 31Q: 3 clusters Score -1.611518e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -16115132.000000 Penalty: 3820.219482
	Iteration 32Q: 3 clusters Score -1.611513e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121835 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -16115054.000000 Penalty: 3820.219482
	Iteration 33Q: 3 clusters Score -1.611505e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -16115021.000000 Penalty: 3820.219482
	Iteration 34Q: 3 clusters Score -1.611502e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123037 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -16114905.000000 Penalty: 3820.219482
	Iteration 35Q: 3 clusters Score -1.61149e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -16114797.000000 Penalty: 3820.219482
	Iteration 36Q: 3 clusters Score -1.61148e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123911 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -16114702.000000 Penalty: 3820.219482
	Iteration 37Q: 3 clusters Score -1.61147e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124280 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -16114600.000000 Penalty: 3820.219482
	Iteration 38Q: 3 clusters Score -1.61146e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -16114588.000000 Penalty: 3820.219482
	Iteration 39Q: 3 clusters Score -1.611459e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124867 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -16114518.000000 Penalty: 3820.219482
	Iteration 40F: 3 clusters Score -1.611452e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125099 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -16114522.000000 Penalty: 3820.219482
	Iteration 41Q: 3 clusters Score -1.611452e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16114513.000000 Penalty: 3820.219482
	Iteration 42Q: 3 clusters Score -1.611451e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -16114483.000000 Penalty: 3820.219482
	Iteration 43Q: 3 clusters Score -1.611448e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125551 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16114465.000000 Penalty: 3820.219482
	Iteration 44Q: 3 clusters Score -1.611446e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125666 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16114439.000000 Penalty: 3820.219482
	Iteration 45Q: 3 clusters Score -1.611444e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16114413.000000 Penalty: 3820.219482
	Iteration 46Q: 3 clusters Score -1.611441e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16114369.000000 Penalty: 3820.219482
	Iteration 47Q: 3 clusters Score -1.611437e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125907 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16114341.000000 Penalty: 3820.219482
	Iteration 48Q: 3 clusters Score -1.611434e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16114310.000000 Penalty: 3820.219482
	Iteration 49Q: 3 clusters Score -1.611431e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126017 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -16114322.000000 Penalty: 3820.219482
	Iteration 50Q: 3 clusters Score -1.611432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16114305.000000 Penalty: 3820.219482
	Iteration 51Q: 3 clusters Score -1.61143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126089 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -16114299.000000 Penalty: 3820.219482
	Iteration 52Q: 3 clusters Score -1.61143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126117 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -16114288.000000 Penalty: 3820.219482
	Iteration 53Q: 3 clusters Score -1.611429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -16114301.000000 Penalty: 3820.219482
	Iteration 54Q: 3 clusters Score -1.61143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126174 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16114280.000000 Penalty: 3820.219482
	Iteration 55Q: 3 clusters Score -1.611428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126193 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -16114290.000000 Penalty: 3820.219482
	Iteration 56Q: 3 clusters Score -1.611429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126213 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16114296.000000 Penalty: 3820.219482
	Iteration 57Q: 3 clusters Score -1.61143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126234 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16114276.000000 Penalty: 3820.219482
	Iteration 58Q: 3 clusters Score -1.611428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16114257.000000 Penalty: 3820.219482
	Iteration 59Q: 3 clusters Score -1.611426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126278 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16114269.000000 Penalty: 3820.219482
	Iteration 60F: 3 clusters Score -1.611427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16114258.000000 Penalty: 3820.219482
	Iteration 61Q: 3 clusters Score -1.611426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16114270.000000 Penalty: 3820.219482
	Iteration 62Q: 3 clusters Score -1.611427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16114265.000000 Penalty: 3820.219482
	Iteration 63Q: 3 clusters Score -1.611426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126332 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16114276.000000 Penalty: 3820.219482
	Iteration 64Q: 3 clusters Score -1.611428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126343 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16114268.000000 Penalty: 3820.219482
	Iteration 65Q: 3 clusters Score -1.611427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -16114258.000000 Penalty: 3820.219482
	Iteration 66Q: 3 clusters Score -1.611426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126369 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16114282.000000 Penalty: 3820.219482
	Iteration 67Q: 3 clusters Score -1.611428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16114264.000000 Penalty: 3820.219482
	Iteration 68Q: 3 clusters Score -1.611426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16114277.000000 Penalty: 3820.219482
	Iteration 69Q: 3 clusters Score -1.611428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16114274.000000 Penalty: 3820.219482
	Iteration 70Q: 3 clusters Score -1.611427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126400 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -16114269.000000 Penalty: 3820.219482
	Iteration 71Q: 3 clusters Score -1.611427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16114268.000000 Penalty: 3820.219482
	Iteration 72Q: 3 clusters Score -1.611427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126405 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16114270.000000 Penalty: 3820.219482
	Iteration 73Q: 3 clusters Score -1.611427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126409 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -16114269.000000 Penalty: 3820.219482
	Iteration 74Q: 3 clusters Score -1.611427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16114268.000000 Penalty: 3820.219482
	Iteration 75Q: 3 clusters Score -1.611427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16114265.000000 Penalty: 3820.219482
	Iteration 76Q: 3 clusters Score -1.611426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16114265.000000 Penalty: 3820.219482
	Iteration 77F: 3 clusters Score -1.611426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Entering Unmasked Estep 
Score: -1981358.750000 Penalty: 1570.795776
	Iteration 0F: 2 clusters Score -1981359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1970585.375000 Penalty: 3141.591553
	Iteration 0F: 3 clusters Score -1970585 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1974245.375000 Penalty: 3141.591553
	Iteration 1F: 3 clusters Score -1974245 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1974486.125000 Penalty: 3141.591553
	Iteration 2Q: 3 clusters Score -1974486 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1974697.625000 Penalty: 3141.591553
	Iteration 3Q: 3 clusters Score -1974698 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1974886.625000 Penalty: 3141.591553
	Iteration 4Q: 3 clusters Score -1974887 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1975067.000000 Penalty: 3141.591553
	Iteration 5Q: 3 clusters Score -1975067 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1975292.750000 Penalty: 3141.591553
	Iteration 6Q: 3 clusters Score -1975293 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1975590.500000 Penalty: 3141.591553
	Iteration 7Q: 3 clusters Score -1975590 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1975995.500000 Penalty: 3141.591553
	Iteration 8Q: 3 clusters Score -1975996 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1976562.750000 Penalty: 3141.591553
	Iteration 9F: 3 clusters Score -1976563 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1977279.500000 Penalty: 3141.591553
	Iteration 10F: 3 clusters Score -1977280 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1978010.500000 Penalty: 3141.591553
	Iteration 11F: 3 clusters Score -1978010 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1978689.250000 Penalty: 3141.591553
	Iteration 12Q: 3 clusters Score -1978689 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1979239.250000 Penalty: 3141.591553
	Iteration 13Q: 3 clusters Score -1979239 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1979577.625000 Penalty: 3141.591553
	Iteration 14Q: 3 clusters Score -1979578 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1979735.500000 Penalty: 3141.591553
	Iteration 15Q: 3 clusters Score -1979736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1979819.625000 Penalty: 3141.591553
	Iteration 16Q: 3 clusters Score -1979820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1979871.875000 Penalty: 3141.591553
	Iteration 17Q: 3 clusters Score -1979872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1979915.750000 Penalty: 3141.591553
	Iteration 18Q: 3 clusters Score -1979916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1979929.875000 Penalty: 3141.591553
	Iteration 19Q: 3 clusters Score -1979930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1979934.125000 Penalty: 3141.591553
	Iteration 20F: 3 clusters Score -1979934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1979941.625000 Penalty: 3141.591553
	Iteration 21Q: 3 clusters Score -1979942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1979946.125000 Penalty: 3141.591553
	Iteration 22Q: 3 clusters Score -1979946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1979953.250000 Penalty: 3141.591553
	Iteration 23Q: 3 clusters Score -1979953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1979954.625000 Penalty: 3141.591553
	Iteration 24Q: 3 clusters Score -1979955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1979957.125000 Penalty: 3141.591553
	Iteration 25Q: 3 clusters Score -1979957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1979956.375000 Penalty: 3141.591553
	Iteration 26Q: 3 clusters Score -1979956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1979956.375000 Penalty: 3141.591553
	Iteration 27F: 3 clusters Score -1979956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -61412.074219 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -61412.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60325.195312 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -60325.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60687.910156 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -60687.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60863.050781 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -60863.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61011.394531 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -61011.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61090.042969 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -61090.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61153.687500 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -61153.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61210.589844 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -61210.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61267.855469 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -61267.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61287.078125 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -61287.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61294.988281 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -61294.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61298.140625 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -61298.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61298.140625 Penalty: 2075.735840
	Iteration 11F: 3 clusters Score -61298.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -339854.781250 Penalty: 1290.576172
	Iteration 0F: 2 clusters Score -339854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -337268.218750 Penalty: 2581.152344
	Iteration 0F: 3 clusters Score -337268.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -338006.500000 Penalty: 2581.152344
	Iteration 1F: 3 clusters Score -338006.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -338230.093750 Penalty: 2581.152344
	Iteration 2F: 3 clusters Score -338230.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -338410.156250 Penalty: 2581.152344
	Iteration 3F: 3 clusters Score -338410.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -338563.656250 Penalty: 2581.152344
	Iteration 4F: 3 clusters Score -338563.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -338736.250000 Penalty: 2581.152344
	Iteration 5F: 3 clusters Score -338736.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -338990.375000 Penalty: 2581.152344
	Iteration 6F: 3 clusters Score -338990.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -339309.968750 Penalty: 2581.152344
	Iteration 7F: 3 clusters Score -339310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -339445.062500 Penalty: 2581.152344
	Iteration 8Q: 3 clusters Score -339445.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -339513.000000 Penalty: 2581.152344
	Iteration 9Q: 3 clusters Score -339513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -339576.281250 Penalty: 2581.152344
	Iteration 10Q: 3 clusters Score -339576.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -339626.718750 Penalty: 2581.152344
	Iteration 11Q: 3 clusters Score -339626.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -339652.375000 Penalty: 2581.152344
	Iteration 12Q: 3 clusters Score -339652.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -339679.343750 Penalty: 2581.152344
	Iteration 13Q: 3 clusters Score -339679.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -339701.281250 Penalty: 2581.152344
	Iteration 14Q: 3 clusters Score -339701.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -339715.937500 Penalty: 2581.152344
	Iteration 15Q: 3 clusters Score -339715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -339729.937500 Penalty: 2581.152344
	Iteration 16Q: 3 clusters Score -339729.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -339739.375000 Penalty: 2581.152344
	Iteration 17Q: 3 clusters Score -339739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -339744.843750 Penalty: 2581.152344
	Iteration 18Q: 3 clusters Score -339744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -339750.000000 Penalty: 2581.152344
	Iteration 19Q: 3 clusters Score -339750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -339751.812500 Penalty: 2581.152344
	Iteration 20F: 3 clusters Score -339751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -339753.781250 Penalty: 2581.152344
	Iteration 21Q: 3 clusters Score -339753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -339754.687500 Penalty: 2581.152344
	Iteration 22Q: 3 clusters Score -339754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -339755.468750 Penalty: 2581.152344
	Iteration 23Q: 3 clusters Score -339755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -339756.687500 Penalty: 2581.152344
	Iteration 24Q: 3 clusters Score -339756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -339757.281250 Penalty: 2581.152344
	Iteration 25Q: 3 clusters Score -339757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -339757.625000 Penalty: 2581.152344
	Iteration 26Q: 3 clusters Score -339757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -339757.625000 Penalty: 2581.152344
	Iteration 27F: 3 clusters Score -339757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Entering Unmasked Estep 
Score: -10559486.000000 Penalty: 1844.018066
	Iteration 0F: 2 clusters Score -1.055949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -10502905.000000 Penalty: 3688.036133
	Iteration 0F: 3 clusters Score -1.05029e+07 nChanged 40513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -10526759.000000 Penalty: 3688.036133
	Iteration 1F: 3 clusters Score -1.052676e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -10528020.000000 Penalty: 3688.036133
	Iteration 2Q: 3 clusters Score -1.052802e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -10529862.000000 Penalty: 3688.036133
	Iteration 3Q: 3 clusters Score -1.052986e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -10532710.000000 Penalty: 3688.036133
	Iteration 4F: 3 clusters Score -1.053271e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -10536928.000000 Penalty: 3688.036133
	Iteration 5F: 3 clusters Score -1.053693e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -10541902.000000 Penalty: 3688.036133
	Iteration 6F: 3 clusters Score -1.05419e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -10546592.000000 Penalty: 3688.036133
	Iteration 7F: 3 clusters Score -1.054659e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -10549953.000000 Penalty: 3688.036133
	Iteration 8Q: 3 clusters Score -1.054995e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -10551985.000000 Penalty: 3688.036133
	Iteration 9Q: 3 clusters Score -1.055198e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -10553285.000000 Penalty: 3688.036133
	Iteration 10Q: 3 clusters Score -1.055328e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -10554205.000000 Penalty: 3688.036133
	Iteration 11Q: 3 clusters Score -1.05542e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -10554865.000000 Penalty: 3688.036133
	Iteration 12Q: 3 clusters Score -1.055486e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -10555430.000000 Penalty: 3688.036133
	Iteration 13Q: 3 clusters Score -1.055543e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -10555849.000000 Penalty: 3688.036133
	Iteration 14Q: 3 clusters Score -1.055585e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -10556240.000000 Penalty: 3688.036133
	Iteration 15Q: 3 clusters Score -1.055624e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -10556547.000000 Penalty: 3688.036133
	Iteration 16Q: 3 clusters Score -1.055655e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -10556795.000000 Penalty: 3688.036133
	Iteration 17Q: 3 clusters Score -1.05568e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10557002.000000 Penalty: 3688.036133
	Iteration 18Q: 3 clusters Score -1.0557e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -10557137.000000 Penalty: 3688.036133
	Iteration 19Q: 3 clusters Score -1.055714e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10557330.000000 Penalty: 3688.036133
	Iteration 20F: 3 clusters Score -1.055733e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10557417.000000 Penalty: 3688.036133
	Iteration 21Q: 3 clusters Score -1.055742e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10557491.000000 Penalty: 3688.036133
	Iteration 22Q: 3 clusters Score -1.055749e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10557574.000000 Penalty: 3688.036133
	Iteration 23Q: 3 clusters Score -1.055757e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10557657.000000 Penalty: 3688.036133
	Iteration 24Q: 3 clusters Score -1.055766e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10557684.000000 Penalty: 3688.036133
	Iteration 25Q: 3 clusters Score -1.055768e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10557715.000000 Penalty: 3688.036133
	Iteration 26Q: 3 clusters Score -1.055772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10557734.000000 Penalty: 3688.036133
	Iteration 27Q: 3 clusters Score -1.055773e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10557761.000000 Penalty: 3688.036133
	Iteration 28Q: 3 clusters Score -1.055776e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10557771.000000 Penalty: 3688.036133
	Iteration 29Q: 3 clusters Score -1.055777e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10557798.000000 Penalty: 3688.036133
	Iteration 30Q: 3 clusters Score -1.05578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10557805.000000 Penalty: 3688.036133
	Iteration 31Q: 3 clusters Score -1.05578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10557799.000000 Penalty: 3688.036133
	Iteration 32Q: 3 clusters Score -1.05578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10557811.000000 Penalty: 3688.036133
	Iteration 33Q: 3 clusters Score -1.055781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10557821.000000 Penalty: 3688.036133
	Iteration 34Q: 3 clusters Score -1.055782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10557831.000000 Penalty: 3688.036133
	Iteration 35Q: 3 clusters Score -1.055783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10557845.000000 Penalty: 3688.036133
	Iteration 36Q: 3 clusters Score -1.055784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10557851.000000 Penalty: 3688.036133
	Iteration 37Q: 3 clusters Score -1.055785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10557856.000000 Penalty: 3688.036133
	Iteration 38Q: 3 clusters Score -1.055786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10557864.000000 Penalty: 3688.036133
	Iteration 39Q: 3 clusters Score -1.055786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10557865.000000 Penalty: 3688.036133
	Iteration 40F: 3 clusters Score -1.055786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10557867.000000 Penalty: 3688.036133
	Iteration 41Q: 3 clusters Score -1.055787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10557869.000000 Penalty: 3688.036133
	Iteration 42Q: 3 clusters Score -1.055787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10557871.000000 Penalty: 3688.036133
	Iteration 43Q: 3 clusters Score -1.055787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10557882.000000 Penalty: 3688.036133
	Iteration 44Q: 3 clusters Score -1.055788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10557885.000000 Penalty: 3688.036133
	Iteration 45Q: 3 clusters Score -1.055788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10557883.000000 Penalty: 3688.036133
	Iteration 46Q: 3 clusters Score -1.055788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10557886.000000 Penalty: 3688.036133
	Iteration 47Q: 3 clusters Score -1.055789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10557887.000000 Penalty: 3688.036133
	Iteration 48Q: 3 clusters Score -1.055789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10557894.000000 Penalty: 3688.036133
	Iteration 49Q: 3 clusters Score -1.055789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10557903.000000 Penalty: 3688.036133
	Iteration 50Q: 3 clusters Score -1.05579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10557902.000000 Penalty: 3688.036133
	Iteration 51Q: 3 clusters Score -1.05579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10557912.000000 Penalty: 3688.036133
	Iteration 52Q: 3 clusters Score -1.055791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10557919.000000 Penalty: 3688.036133
	Iteration 53Q: 3 clusters Score -1.055792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10557931.000000 Penalty: 3688.036133
	Iteration 54Q: 3 clusters Score -1.055793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10557939.000000 Penalty: 3688.036133
	Iteration 55Q: 3 clusters Score -1.055794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10557945.000000 Penalty: 3688.036133
	Iteration 56Q: 3 clusters Score -1.055794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10557941.000000 Penalty: 3688.036133
	Iteration 57Q: 3 clusters Score -1.055794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10557940.000000 Penalty: 3688.036133
	Iteration 58Q: 3 clusters Score -1.055794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10557937.000000 Penalty: 3688.036133
	Iteration 59Q: 3 clusters Score -1.055794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10557937.000000 Penalty: 3688.036133
	Iteration 60F: 3 clusters Score -1.055794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10557944.000000 Penalty: 3688.036133
	Iteration 61Q: 3 clusters Score -1.055794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10557952.000000 Penalty: 3688.036133
	Iteration 62Q: 3 clusters Score -1.055795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10557958.000000 Penalty: 3688.036133
	Iteration 63Q: 3 clusters Score -1.055796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10557944.000000 Penalty: 3688.036133
	Iteration 64Q: 3 clusters Score -1.055794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10557954.000000 Penalty: 3688.036133
	Iteration 65Q: 3 clusters Score -1.055795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10557947.000000 Penalty: 3688.036133
	Iteration 66Q: 3 clusters Score -1.055795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10557955.000000 Penalty: 3688.036133
	Iteration 67Q: 3 clusters Score -1.055796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10557947.000000 Penalty: 3688.036133
	Iteration 68Q: 3 clusters Score -1.055795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10557952.000000 Penalty: 3688.036133
	Iteration 69Q: 3 clusters Score -1.055795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10557952.000000 Penalty: 3688.036133
	Iteration 70F: 3 clusters Score -1.055795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Entering Unmasked Estep 
Score: -1687528.750000 Penalty: 1548.523560
	Iteration 0F: 2 clusters Score -1687529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1677894.875000 Penalty: 3097.047119
	Iteration 0F: 3 clusters Score -1677895 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1681404.125000 Penalty: 3097.047119
	Iteration 1F: 3 clusters Score -1681404 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1681912.875000 Penalty: 3097.047119
	Iteration 2F: 3 clusters Score -1681913 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1682403.875000 Penalty: 3097.047119
	Iteration 3F: 3 clusters Score -1682404 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1682854.875000 Penalty: 3097.047119
	Iteration 4F: 3 clusters Score -1682855 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1683241.250000 Penalty: 3097.047119
	Iteration 5F: 3 clusters Score -1683241 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1683573.500000 Penalty: 3097.047119
	Iteration 6F: 3 clusters Score -1683574 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1683868.000000 Penalty: 3097.047119
	Iteration 7Q: 3 clusters Score -1683868 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1684144.125000 Penalty: 3097.047119
	Iteration 8Q: 3 clusters Score -1684144 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1684405.250000 Penalty: 3097.047119
	Iteration 9Q: 3 clusters Score -1684405 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1684646.125000 Penalty: 3097.047119
	Iteration 10Q: 3 clusters Score -1684646 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1684842.500000 Penalty: 3097.047119
	Iteration 11Q: 3 clusters Score -1684842 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1685023.875000 Penalty: 3097.047119
	Iteration 12Q: 3 clusters Score -1685024 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1685182.625000 Penalty: 3097.047119
	Iteration 13Q: 3 clusters Score -1685183 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1685297.125000 Penalty: 3097.047119
	Iteration 14Q: 3 clusters Score -1685297 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1685415.250000 Penalty: 3097.047119
	Iteration 15Q: 3 clusters Score -1685415 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1685509.000000 Penalty: 3097.047119
	Iteration 16Q: 3 clusters Score -1685509 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1685591.750000 Penalty: 3097.047119
	Iteration 17Q: 3 clusters Score -1685592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1685665.000000 Penalty: 3097.047119
	Iteration 18Q: 3 clusters Score -1685665 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1685734.000000 Penalty: 3097.047119
	Iteration 19Q: 3 clusters Score -1685734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1685811.250000 Penalty: 3097.047119
	Iteration 20F: 3 clusters Score -1685811 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1685881.500000 Penalty: 3097.047119
	Iteration 21Q: 3 clusters Score -1685882 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1685948.750000 Penalty: 3097.047119
	Iteration 22Q: 3 clusters Score -1685949 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1686014.375000 Penalty: 3097.047119
	Iteration 23Q: 3 clusters Score -1686014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1686059.750000 Penalty: 3097.047119
	Iteration 24Q: 3 clusters Score -1686060 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1686101.375000 Penalty: 3097.047119
	Iteration 25Q: 3 clusters Score -1686101 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1686152.125000 Penalty: 3097.047119
	Iteration 26Q: 3 clusters Score -1686152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1686191.250000 Penalty: 3097.047119
	Iteration 27Q: 3 clusters Score -1686191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1686220.875000 Penalty: 3097.047119
	Iteration 28Q: 3 clusters Score -1686221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1686244.500000 Penalty: 3097.047119
	Iteration 29Q: 3 clusters Score -1686244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1686284.000000 Penalty: 3097.047119
	Iteration 30Q: 3 clusters Score -1686284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1686318.625000 Penalty: 3097.047119
	Iteration 31Q: 3 clusters Score -1686319 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1686339.375000 Penalty: 3097.047119
	Iteration 32Q: 3 clusters Score -1686339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1686359.625000 Penalty: 3097.047119
	Iteration 33Q: 3 clusters Score -1686360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1686375.250000 Penalty: 3097.047119
	Iteration 34Q: 3 clusters Score -1686375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1686391.875000 Penalty: 3097.047119
	Iteration 35Q: 3 clusters Score -1686392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1686406.250000 Penalty: 3097.047119
	Iteration 36Q: 3 clusters Score -1686406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1686421.750000 Penalty: 3097.047119
	Iteration 37Q: 3 clusters Score -1686422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1686445.875000 Penalty: 3097.047119
	Iteration 38Q: 3 clusters Score -1686446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1686456.250000 Penalty: 3097.047119
	Iteration 39Q: 3 clusters Score -1686456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1686474.500000 Penalty: 3097.047119
	Iteration 40F: 3 clusters Score -1686474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1686480.000000 Penalty: 3097.047119
	Iteration 41Q: 3 clusters Score -1686480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1686483.250000 Penalty: 3097.047119
	Iteration 42Q: 3 clusters Score -1686483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1686490.250000 Penalty: 3097.047119
	Iteration 43Q: 3 clusters Score -1686490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1686488.625000 Penalty: 3097.047119
	Iteration 44Q: 3 clusters Score -1686489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1686491.375000 Penalty: 3097.047119
	Iteration 45Q: 3 clusters Score -1686491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1686494.000000 Penalty: 3097.047119
	Iteration 46Q: 3 clusters Score -1686494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1686500.750000 Penalty: 3097.047119
	Iteration 47Q: 3 clusters Score -1686501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1686503.000000 Penalty: 3097.047119
	Iteration 48Q: 3 clusters Score -1686503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1686504.875000 Penalty: 3097.047119
	Iteration 49Q: 3 clusters Score -1686505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1686510.250000 Penalty: 3097.047119
	Iteration 50Q: 3 clusters Score -1686510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1686510.750000 Penalty: 3097.047119
	Iteration 51Q: 3 clusters Score -1686511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1686517.625000 Penalty: 3097.047119
	Iteration 52Q: 3 clusters Score -1686518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1686523.375000 Penalty: 3097.047119
	Iteration 53Q: 3 clusters Score -1686523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1686525.000000 Penalty: 3097.047119
	Iteration 54Q: 3 clusters Score -1686525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1686532.625000 Penalty: 3097.047119
	Iteration 55Q: 3 clusters Score -1686533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1686539.625000 Penalty: 3097.047119
	Iteration 56Q: 3 clusters Score -1686540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1686539.750000 Penalty: 3097.047119
	Iteration 57Q: 3 clusters Score -1686540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1686547.500000 Penalty: 3097.047119
	Iteration 58Q: 3 clusters Score -1686548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1686550.625000 Penalty: 3097.047119
	Iteration 59Q: 3 clusters Score -1686551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1686552.000000 Penalty: 3097.047119
	Iteration 60F: 3 clusters Score -1686552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1686555.125000 Penalty: 3097.047119
	Iteration 61Q: 3 clusters Score -1686555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1686555.500000 Penalty: 3097.047119
	Iteration 62Q: 3 clusters Score -1686556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1686557.125000 Penalty: 3097.047119
	Iteration 63Q: 3 clusters Score -1686557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1686556.250000 Penalty: 3097.047119
	Iteration 64Q: 3 clusters Score -1686556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1686561.250000 Penalty: 3097.047119
	Iteration 65Q: 3 clusters Score -1686561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1686561.750000 Penalty: 3097.047119
	Iteration 66Q: 3 clusters Score -1686562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1686565.625000 Penalty: 3097.047119
	Iteration 67Q: 3 clusters Score -1686566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1686570.000000 Penalty: 3097.047119
	Iteration 68Q: 3 clusters Score -1686570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1686570.375000 Penalty: 3097.047119
	Iteration 69Q: 3 clusters Score -1686570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1686570.250000 Penalty: 3097.047119
	Iteration 70Q: 3 clusters Score -1686570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1686570.250000 Penalty: 3097.047119
	Iteration 71F: 3 clusters Score -1686570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -275707.656250 Penalty: 1257.291748
	Iteration 0F: 2 clusters Score -275707.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -273491.406250 Penalty: 2514.583496
	Iteration 0F: 3 clusters Score -273491.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274040.781250 Penalty: 2514.583496
	Iteration 1F: 3 clusters Score -274040.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -274178.375000 Penalty: 2514.583496
	Iteration 2F: 3 clusters Score -274178.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -274302.125000 Penalty: 2514.583496
	Iteration 3F: 3 clusters Score -274302.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -274437.125000 Penalty: 2514.583496
	Iteration 4F: 3 clusters Score -274437.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -274577.562500 Penalty: 2514.583496
	Iteration 5F: 3 clusters Score -274577.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -274665.406250 Penalty: 2514.583496
	Iteration 6Q: 3 clusters Score -274665.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274738.968750 Penalty: 2514.583496
	Iteration 7Q: 3 clusters Score -274739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -274781.375000 Penalty: 2514.583496
	Iteration 8Q: 3 clusters Score -274781.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -274810.562500 Penalty: 2514.583496
	Iteration 9Q: 3 clusters Score -274810.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -274834.812500 Penalty: 2514.583496
	Iteration 10Q: 3 clusters Score -274834.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -274850.437500 Penalty: 2514.583496
	Iteration 11Q: 3 clusters Score -274850.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -274866.125000 Penalty: 2514.583496
	Iteration 12Q: 3 clusters Score -274866.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -274875.875000 Penalty: 2514.583496
	Iteration 13Q: 3 clusters Score -274875.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -274884.125000 Penalty: 2514.583496
	Iteration 14Q: 3 clusters Score -274884.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -274890.750000 Penalty: 2514.583496
	Iteration 15Q: 3 clusters Score -274890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -274894.687500 Penalty: 2514.583496
	Iteration 16Q: 3 clusters Score -274894.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -274898.562500 Penalty: 2514.583496
	Iteration 17Q: 3 clusters Score -274898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -274901.218750 Penalty: 2514.583496
	Iteration 18Q: 3 clusters Score -274901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -274906.468750 Penalty: 2514.583496
	Iteration 19Q: 3 clusters Score -274906.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -274916.312500 Penalty: 2514.583496
	Iteration 20F: 3 clusters Score -274916.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -274927.281250 Penalty: 2514.583496
	Iteration 21Q: 3 clusters Score -274927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -274931.156250 Penalty: 2514.583496
	Iteration 22Q: 3 clusters Score -274931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -274932.531250 Penalty: 2514.583496
	Iteration 23Q: 3 clusters Score -274932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -274934.000000 Penalty: 2514.583496
	Iteration 24Q: 3 clusters Score -274934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -274937.187500 Penalty: 2514.583496
	Iteration 25Q: 3 clusters Score -274937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -274938.687500 Penalty: 2514.583496
	Iteration 26Q: 3 clusters Score -274938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -274939.187500 Penalty: 2514.583496
	Iteration 27Q: 3 clusters Score -274939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274939.875000 Penalty: 2514.583496
	Iteration 28Q: 3 clusters Score -274939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274940.375000 Penalty: 2514.583496
	Iteration 29Q: 3 clusters Score -274940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -274942.875000 Penalty: 2514.583496
	Iteration 30Q: 3 clusters Score -274942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -274944.750000 Penalty: 2514.583496
	Iteration 31Q: 3 clusters Score -274944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -274950.281250 Penalty: 2514.583496
	Iteration 32Q: 3 clusters Score -274950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -274951.031250 Penalty: 2514.583496
	Iteration 33Q: 3 clusters Score -274951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -274951.968750 Penalty: 2514.583496
	Iteration 34Q: 3 clusters Score -274952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -274954.250000 Penalty: 2514.583496
	Iteration 35Q: 3 clusters Score -274954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -274956.093750 Penalty: 2514.583496
	Iteration 36Q: 3 clusters Score -274956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -274958.500000 Penalty: 2514.583496
	Iteration 37Q: 3 clusters Score -274958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -274959.125000 Penalty: 2514.583496
	Iteration 38Q: 3 clusters Score -274959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274960.531250 Penalty: 2514.583496
	Iteration 39Q: 3 clusters Score -274960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -274962.156250 Penalty: 2514.583496
	Iteration 40F: 3 clusters Score -274962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -274964.812500 Penalty: 2514.583496
	Iteration 41Q: 3 clusters Score -274964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -274967.593750 Penalty: 2514.583496
	Iteration 42Q: 3 clusters Score -274967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -274970.812500 Penalty: 2514.583496
	Iteration 43Q: 3 clusters Score -274970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -274972.781250 Penalty: 2514.583496
	Iteration 44Q: 3 clusters Score -274972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274975.281250 Penalty: 2514.583496
	Iteration 45Q: 3 clusters Score -274975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274976.875000 Penalty: 2514.583496
	Iteration 46Q: 3 clusters Score -274976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274978.125000 Penalty: 2514.583496
	Iteration 47Q: 3 clusters Score -274978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -274979.000000 Penalty: 2514.583496
	Iteration 48Q: 3 clusters Score -274979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -274979.468750 Penalty: 2514.583496
	Iteration 49Q: 3 clusters Score -274979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274979.656250 Penalty: 2514.583496
	Iteration 50Q: 3 clusters Score -274979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274979.656250 Penalty: 2514.583496
	Iteration 51F: 3 clusters Score -274979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -74188.765625 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -74188.77 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 339 members 
Entering Unmasked Estep 
Score: -72986.625000 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -72986.62 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73409.812500 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -73409.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73755.773438 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -73755.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74055.007812 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -74055.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74201.984375 Penalty: 2129.564941
	Iteration 4F: 3 clusters Score -74201.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74391.687500 Penalty: 2129.564941
	Iteration 5F: 3 clusters Score -74391.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74493.890625 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -74493.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74536.195312 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -74536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74584.703125 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -74584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74613.929688 Penalty: 2129.564941
	Iteration 9Q: 3 clusters Score -74613.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74643.750000 Penalty: 2129.564941
	Iteration 10Q: 3 clusters Score -74643.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74669.906250 Penalty: 2129.564941
	Iteration 11Q: 3 clusters Score -74669.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74688.945312 Penalty: 2129.564941
	Iteration 12Q: 3 clusters Score -74688.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74706.507812 Penalty: 2129.564941
	Iteration 13Q: 3 clusters Score -74706.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74710.812500 Penalty: 2129.564941
	Iteration 14Q: 3 clusters Score -74710.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74712.632812 Penalty: 2129.564941
	Iteration 15Q: 3 clusters Score -74712.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74712.632812 Penalty: 2129.564941
	Iteration 16F: 3 clusters Score -74712.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 480 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 127587 members 
Mstep: Class 46 contains 221 members 
Entering Unmasked Estep 
Score: -141740624.000000 Penalty: 104358.609375
Splitting cluster 22 changes total score from -141741536.000000 to -141740624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (33566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Entering Unmasked Estep 
Score: -4101808.250000 Penalty: 1693.456177
	Iteration 0F: 2 clusters Score -4101808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4079353.000000 Penalty: 3386.912354
	Iteration 0F: 3 clusters Score -4079353 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4087964.750000 Penalty: 3386.912354
	Iteration 1F: 3 clusters Score -4087965 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4088528.750000 Penalty: 3386.912354
	Iteration 2Q: 3 clusters Score -4088529 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4089123.750000 Penalty: 3386.912354
	Iteration 3Q: 3 clusters Score -4089124 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -4089845.250000 Penalty: 3386.912354
	Iteration 4Q: 3 clusters Score -4089845 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4090666.500000 Penalty: 3386.912354
	Iteration 5Q: 3 clusters Score -4090666 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -4091611.750000 Penalty: 3386.912354
	Iteration 6F: 3 clusters Score -4091612 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4092721.000000 Penalty: 3386.912354
	Iteration 7F: 3 clusters Score -4092721 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -4093864.750000 Penalty: 3386.912354
	Iteration 8F: 3 clusters Score -4093865 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4094839.000000 Penalty: 3386.912354
	Iteration 9Q: 3 clusters Score -4094839 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4095641.500000 Penalty: 3386.912354
	Iteration 10Q: 3 clusters Score -4095642 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4096318.750000 Penalty: 3386.912354
	Iteration 11Q: 3 clusters Score -4096319 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4096878.500000 Penalty: 3386.912354
	Iteration 12Q: 3 clusters Score -4096878 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4097376.500000 Penalty: 3386.912354
	Iteration 13Q: 3 clusters Score -4097376 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4097777.500000 Penalty: 3386.912354
	Iteration 14Q: 3 clusters Score -4097778 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4098136.000000 Penalty: 3386.912354
	Iteration 15Q: 3 clusters Score -4098136 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4098402.000000 Penalty: 3386.912354
	Iteration 16Q: 3 clusters Score -4098402 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4098621.750000 Penalty: 3386.912354
	Iteration 17Q: 3 clusters Score -4098622 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -4098801.250000 Penalty: 3386.912354
	Iteration 18Q: 3 clusters Score -4098801 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -4098984.750000 Penalty: 3386.912354
	Iteration 19Q: 3 clusters Score -4098985 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4099118.500000 Penalty: 3386.912354
	Iteration 20F: 3 clusters Score -4099118 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -4099226.500000 Penalty: 3386.912354
	Iteration 21Q: 3 clusters Score -4099226 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4099340.000000 Penalty: 3386.912354
	Iteration 22Q: 3 clusters Score -4099340 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4099437.250000 Penalty: 3386.912354
	Iteration 23Q: 3 clusters Score -4099437 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4099529.000000 Penalty: 3386.912354
	Iteration 24Q: 3 clusters Score -4099529 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -4099612.500000 Penalty: 3386.912354
	Iteration 25Q: 3 clusters Score -4099612 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4099679.750000 Penalty: 3386.912354
	Iteration 26Q: 3 clusters Score -4099680 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4099769.500000 Penalty: 3386.912354
	Iteration 27Q: 3 clusters Score -4099770 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -4099842.000000 Penalty: 3386.912354
	Iteration 28Q: 3 clusters Score -4099842 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4099901.750000 Penalty: 3386.912354
	Iteration 29Q: 3 clusters Score -4099902 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4099960.250000 Penalty: 3386.912354
	Iteration 30Q: 3 clusters Score -4099960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4100021.500000 Penalty: 3386.912354
	Iteration 31Q: 3 clusters Score -4100022 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4100086.250000 Penalty: 3386.912354
	Iteration 32Q: 3 clusters Score -4100086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4100126.500000 Penalty: 3386.912354
	Iteration 33Q: 3 clusters Score -4100126 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4100164.750000 Penalty: 3386.912354
	Iteration 34Q: 3 clusters Score -4100165 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4100195.750000 Penalty: 3386.912354
	Iteration 35Q: 3 clusters Score -4100196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4100238.500000 Penalty: 3386.912354
	Iteration 36Q: 3 clusters Score -4100238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4100272.000000 Penalty: 3386.912354
	Iteration 37Q: 3 clusters Score -4100272 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4100299 nChanged 122
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Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4100311 nChanged 99
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Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4100327 nChanged 81
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Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4100336 nChanged 61
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Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4100344 nChanged 58
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Mstep: Class 1 contains 30024 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4100348 nChanged 51
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Mstep: Class 1 contains 30071 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4100343 nChanged 42
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Mstep: Class 1 contains 30109 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4100361 nChanged 34
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Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4100362 nChanged 37
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4100373 nChanged 34
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Mstep: Class 1 contains 30202 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4100381 nChanged 35
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4100382 nChanged 30
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4100390 nChanged 28
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4100386 nChanged 30
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4100398 nChanged 24
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Mstep: Class 1 contains 30339 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4100400 nChanged 19
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4100405 nChanged 17
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Mstep: Class 1 contains 30375 members 
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Entering Unmasked Estep 
Score: -4100402.000000 Penalty: 3386.912354
	Iteration 55Q: 3 clusters Score -4100402 nChanged 18
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Mstep: Class 1 contains 30391 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4100402 nChanged 17
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Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4100403.000000 Penalty: 3386.912354
	Iteration 57Q: 3 clusters Score -4100403 nChanged 17
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Mstep: Class 1 contains 30421 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4100400 nChanged 22
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Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4100399 nChanged 30
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Mstep: Class 1 contains 30467 members 
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Entering Unmasked Estep 
Score: -4100413.750000 Penalty: 3386.912354
	Iteration 60F: 3 clusters Score -4100414 nChanged 38
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4100414 nChanged 35
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4100431 nChanged 40
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4100434 nChanged 32
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4100436 nChanged 44
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4100441 nChanged 40
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	Iteration 66Q: 3 clusters Score -4100442 nChanged 26
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	Iteration 67Q: 3 clusters Score -4100450 nChanged 28
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	Iteration 68Q: 3 clusters Score -4100455 nChanged 30
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	Iteration 69Q: 3 clusters Score -4100452 nChanged 31
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	Iteration 71Q: 3 clusters Score -4100462 nChanged 17
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4100464 nChanged 9
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	Iteration 73Q: 3 clusters Score -4100460 nChanged 21
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	Iteration 74Q: 3 clusters Score -4100472 nChanged 7
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	Iteration 75Q: 3 clusters Score -4100473 nChanged 13
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	Iteration 76Q: 3 clusters Score -4100470 nChanged 18
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	Iteration 77Q: 3 clusters Score -4100476 nChanged 21
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	Iteration 78Q: 3 clusters Score -4100478 nChanged 18
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	Iteration 79Q: 3 clusters Score -4100487 nChanged 25
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	Iteration 80F: 3 clusters Score -4100491 nChanged 26
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Mstep: Class 1 contains 30931 members 
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	Iteration 81Q: 3 clusters Score -4100490 nChanged 20
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	Iteration 82Q: 3 clusters Score -4100492 nChanged 13
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	Iteration 83Q: 3 clusters Score -4100493 nChanged 19
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	Iteration 84Q: 3 clusters Score -4100500 nChanged 21
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Mstep: Class 1 contains 30994 members 
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	Iteration 85Q: 3 clusters Score -4100498 nChanged 11
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Mstep: Class 1 contains 31003 members 
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	Iteration 86Q: 3 clusters Score -4100492 nChanged 13
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	Iteration 87Q: 3 clusters Score -4100500 nChanged 15
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	Iteration 88Q: 3 clusters Score -4100507 nChanged 15
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	Iteration 89Q: 3 clusters Score -4100500 nChanged 19
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	Iteration 90Q: 3 clusters Score -4100507 nChanged 16
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	Iteration 91Q: 3 clusters Score -4100510 nChanged 12
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	Iteration 92Q: 3 clusters Score -4100506 nChanged 14
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	Iteration 93Q: 3 clusters Score -4100512 nChanged 13
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	Iteration 94Q: 3 clusters Score -4100513 nChanged 11
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	Iteration 95Q: 3 clusters Score -4100520 nChanged 10
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	Iteration 96Q: 3 clusters Score -4100516 nChanged 8
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	Iteration 97Q: 3 clusters Score -4100524 nChanged 7
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	Iteration 98Q: 3 clusters Score -4100523 nChanged 6
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Mstep: Class 1 contains 31128 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4100520 nChanged 8
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	Iteration 100F: 3 clusters Score -4100520 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4100517.250000 Penalty: 3386.912354
	Iteration 101Q: 3 clusters Score -4100517 nChanged 6
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	Iteration 102Q: 3 clusters Score -4100520 nChanged 12
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Entering Unmasked Estep 
Score: -4100523.500000 Penalty: 3386.912354
	Iteration 103Q: 3 clusters Score -4100524 nChanged 13
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	Iteration 104Q: 3 clusters Score -4100521 nChanged 7
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4100530 nChanged 12
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4100524 nChanged 13
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Entering Unmasked Estep 
Score: -4100528.000000 Penalty: 3386.912354
	Iteration 107Q: 3 clusters Score -4100528 nChanged 15
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4100531 nChanged 15
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Mstep: Class 2 contains 2370 members 
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	Iteration 109Q: 3 clusters Score -4100532 nChanged 18
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Entering Unmasked Estep 
Score: -4100538.500000 Penalty: 3386.912354
	Iteration 110Q: 3 clusters Score -4100538 nChanged 15
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Entering Unmasked Estep 
Score: -4100543.000000 Penalty: 3386.912354
	Iteration 111Q: 3 clusters Score -4100543 nChanged 12
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Entering Unmasked Estep 
Score: -4100541.500000 Penalty: 3386.912354
	Iteration 112Q: 3 clusters Score -4100542 nChanged 10
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Score: -4100553.750000 Penalty: 3386.912354
	Iteration 113Q: 3 clusters Score -4100554 nChanged 9
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	Iteration 114Q: 3 clusters Score -4100550 nChanged 9
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	Iteration 115Q: 3 clusters Score -4100557 nChanged 15
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	Iteration 116Q: 3 clusters Score -4100560 nChanged 15
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	Iteration 117Q: 3 clusters Score -4100562 nChanged 10
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	Iteration 118Q: 3 clusters Score -4100557 nChanged 6
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	Iteration 119Q: 3 clusters Score -4100562 nChanged 3
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Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 2264 members 
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	Iteration 120F: 3 clusters Score -4100558 nChanged 4
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Mstep: Class 1 contains 31306 members 
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	Iteration 121Q: 3 clusters Score -4100556 nChanged 6
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4100560 nChanged 5
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	Iteration 123Q: 3 clusters Score -4100566 nChanged 4
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	Iteration 124Q: 3 clusters Score -4100566 nChanged 9
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	Iteration 125Q: 3 clusters Score -4100565 nChanged 6
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	Iteration 126Q: 3 clusters Score -4100564 nChanged 8
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	Iteration 127Q: 3 clusters Score -4100566 nChanged 11
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	Iteration 128Q: 3 clusters Score -4100566 nChanged 11
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	Iteration 129Q: 3 clusters Score -4100563 nChanged 5
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	Iteration 130Q: 3 clusters Score -4100559 nChanged 1
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Entering Unmasked Estep 
Score: -4100558.500000 Penalty: 3386.912354
	Iteration 131Q: 3 clusters Score -4100558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4100559.750000 Penalty: 3386.912354
	Iteration 132Q: 3 clusters Score -4100560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4100560.750000 Penalty: 3386.912354
	Iteration 133Q: 3 clusters Score -4100561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4100563.250000 Penalty: 3386.912354
	Iteration 134Q: 3 clusters Score -4100563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4100563.250000 Penalty: 3386.912354
	Iteration 135F: 3 clusters Score -4100563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Entering Unmasked Estep 
Score: -1408528.125000 Penalty: 1528.513306
	Iteration 0F: 2 clusters Score -1408528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1399982.250000 Penalty: 3057.026611
	Iteration 0F: 3 clusters Score -1399982 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1403048.625000 Penalty: 3057.026611
	Iteration 1F: 3 clusters Score -1403049 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1403572.125000 Penalty: 3057.026611
	Iteration 2F: 3 clusters Score -1403572 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1404046.500000 Penalty: 3057.026611
	Iteration 3F: 3 clusters Score -1404046 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1404489.375000 Penalty: 3057.026611
	Iteration 4F: 3 clusters Score -1404489 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1404946.125000 Penalty: 3057.026611
	Iteration 5F: 3 clusters Score -1404946 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1405348.500000 Penalty: 3057.026611
	Iteration 6F: 3 clusters Score -1405348 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1405639.375000 Penalty: 3057.026611
	Iteration 7Q: 3 clusters Score -1405639 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1405877.375000 Penalty: 3057.026611
	Iteration 8Q: 3 clusters Score -1405877 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1406089.375000 Penalty: 3057.026611
	Iteration 9Q: 3 clusters Score -1406089 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1406305.000000 Penalty: 3057.026611
	Iteration 10Q: 3 clusters Score -1406305 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1406524.750000 Penalty: 3057.026611
	Iteration 11Q: 3 clusters Score -1406525 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1406717.625000 Penalty: 3057.026611
	Iteration 12Q: 3 clusters Score -1406718 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1406893.125000 Penalty: 3057.026611
	Iteration 13Q: 3 clusters Score -1406893 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1407039.875000 Penalty: 3057.026611
	Iteration 14Q: 3 clusters Score -1407040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1407181.000000 Penalty: 3057.026611
	Iteration 15Q: 3 clusters Score -1407181 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1407324.500000 Penalty: 3057.026611
	Iteration 16Q: 3 clusters Score -1407324 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1407437.125000 Penalty: 3057.026611
	Iteration 17Q: 3 clusters Score -1407437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1407520.625000 Penalty: 3057.026611
	Iteration 18Q: 3 clusters Score -1407521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1407586.000000 Penalty: 3057.026611
	Iteration 19Q: 3 clusters Score -1407586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1407630.250000 Penalty: 3057.026611
	Iteration 20F: 3 clusters Score -1407630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1407679.125000 Penalty: 3057.026611
	Iteration 21Q: 3 clusters Score -1407679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1407712.750000 Penalty: 3057.026611
	Iteration 22Q: 3 clusters Score -1407713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1407749.625000 Penalty: 3057.026611
	Iteration 23Q: 3 clusters Score -1407750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1407782.000000 Penalty: 3057.026611
	Iteration 24Q: 3 clusters Score -1407782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1407806.375000 Penalty: 3057.026611
	Iteration 25Q: 3 clusters Score -1407806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1407834.000000 Penalty: 3057.026611
	Iteration 26Q: 3 clusters Score -1407834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1407863.750000 Penalty: 3057.026611
	Iteration 27Q: 3 clusters Score -1407864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1407889.125000 Penalty: 3057.026611
	Iteration 28Q: 3 clusters Score -1407889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1407914.000000 Penalty: 3057.026611
	Iteration 29Q: 3 clusters Score -1407914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1407936.500000 Penalty: 3057.026611
	Iteration 30Q: 3 clusters Score -1407936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1407952.875000 Penalty: 3057.026611
	Iteration 31Q: 3 clusters Score -1407953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1407957.125000 Penalty: 3057.026611
	Iteration 32Q: 3 clusters Score -1407957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1407960.625000 Penalty: 3057.026611
	Iteration 33Q: 3 clusters Score -1407961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1407962.625000 Penalty: 3057.026611
	Iteration 34Q: 3 clusters Score -1407963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1407965.750000 Penalty: 3057.026611
	Iteration 35Q: 3 clusters Score -1407966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1407969.000000 Penalty: 3057.026611
	Iteration 36Q: 3 clusters Score -1407969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1407975.000000 Penalty: 3057.026611
	Iteration 37Q: 3 clusters Score -1407975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1407977.875000 Penalty: 3057.026611
	Iteration 38Q: 3 clusters Score -1407978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1407976.500000 Penalty: 3057.026611
	Iteration 39Q: 3 clusters Score -1407976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1407977.375000 Penalty: 3057.026611
	Iteration 40F: 3 clusters Score -1407977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1035558.875000 Penalty: 1466.851440
	Iteration 0F: 2 clusters Score -1035559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1029467.625000 Penalty: 2933.702881
	Iteration 0F: 3 clusters Score -1029468 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1031283.312500 Penalty: 2933.702881
	Iteration 1F: 3 clusters Score -1031283 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1031484.562500 Penalty: 2933.702881
	Iteration 2F: 3 clusters Score -1031485 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1031630.375000 Penalty: 2933.702881
	Iteration 3Q: 3 clusters Score -1031630 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1031736.125000 Penalty: 2933.702881
	Iteration 4Q: 3 clusters Score -1031736 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1031830.437500 Penalty: 2933.702881
	Iteration 5Q: 3 clusters Score -1031830 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1031925.625000 Penalty: 2933.702881
	Iteration 6Q: 3 clusters Score -1031926 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1032024.687500 Penalty: 2933.702881
	Iteration 7Q: 3 clusters Score -1032025 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1032125.187500 Penalty: 2933.702881
	Iteration 8Q: 3 clusters Score -1032125 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1032237.000000 Penalty: 2933.702881
	Iteration 9Q: 3 clusters Score -1032237 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1032350.875000 Penalty: 2933.702881
	Iteration 10Q: 3 clusters Score -1032351 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1032460.562500 Penalty: 2933.702881
	Iteration 11Q: 3 clusters Score -1032461 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1032595.125000 Penalty: 2933.702881
	Iteration 12Q: 3 clusters Score -1032595 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1032764.250000 Penalty: 2933.702881
	Iteration 13Q: 3 clusters Score -1032764 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1032980.875000 Penalty: 2933.702881
	Iteration 14Q: 3 clusters Score -1032981 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1033215.750000 Penalty: 2933.702881
	Iteration 15Q: 3 clusters Score -1033216 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1033425.062500 Penalty: 2933.702881
	Iteration 16Q: 3 clusters Score -1033425 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1033606.000000 Penalty: 2933.702881
	Iteration 17Q: 3 clusters Score -1033606 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1033784.250000 Penalty: 2933.702881
	Iteration 18Q: 3 clusters Score -1033784 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1033916.687500 Penalty: 2933.702881
	Iteration 19Q: 3 clusters Score -1033917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1034026.750000 Penalty: 2933.702881
	Iteration 20F: 3 clusters Score -1034027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1034095.500000 Penalty: 2933.702881
	Iteration 21Q: 3 clusters Score -1034096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1034138.500000 Penalty: 2933.702881
	Iteration 22Q: 3 clusters Score -1034138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1034167.625000 Penalty: 2933.702881
	Iteration 23Q: 3 clusters Score -1034168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1034195.187500 Penalty: 2933.702881
	Iteration 24Q: 3 clusters Score -1034195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1034222.312500 Penalty: 2933.702881
	Iteration 25Q: 3 clusters Score -1034222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1034241.250000 Penalty: 2933.702881
	Iteration 26Q: 3 clusters Score -1034241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1034255.375000 Penalty: 2933.702881
	Iteration 27Q: 3 clusters Score -1034255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1034266.687500 Penalty: 2933.702881
	Iteration 28Q: 3 clusters Score -1034267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1034279.375000 Penalty: 2933.702881
	Iteration 29Q: 3 clusters Score -1034279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1034289.062500 Penalty: 2933.702881
	Iteration 30Q: 3 clusters Score -1034289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1034302.125000 Penalty: 2933.702881
	Iteration 31Q: 3 clusters Score -1034302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1034308.500000 Penalty: 2933.702881
	Iteration 32Q: 3 clusters Score -1034308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1034313.875000 Penalty: 2933.702881
	Iteration 33Q: 3 clusters Score -1034314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1034322.875000 Penalty: 2933.702881
	Iteration 34Q: 3 clusters Score -1034323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1034330.437500 Penalty: 2933.702881
	Iteration 35Q: 3 clusters Score -1034330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1034334.562500 Penalty: 2933.702881
	Iteration 36Q: 3 clusters Score -1034335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1034338.062500 Penalty: 2933.702881
	Iteration 37Q: 3 clusters Score -1034338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1034345.437500 Penalty: 2933.702881
	Iteration 38Q: 3 clusters Score -1034345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1034350.750000 Penalty: 2933.702881
	Iteration 39Q: 3 clusters Score -1034351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1034352.875000 Penalty: 2933.702881
	Iteration 40F: 3 clusters Score -1034353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1034357.312500 Penalty: 2933.702881
	Iteration 41Q: 3 clusters Score -1034357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1034360.937500 Penalty: 2933.702881
	Iteration 42Q: 3 clusters Score -1034361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1034363.562500 Penalty: 2933.702881
	Iteration 43Q: 3 clusters Score -1034364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1034366.875000 Penalty: 2933.702881
	Iteration 44Q: 3 clusters Score -1034367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1034366.875000 Penalty: 2933.702881
	Iteration 45F: 3 clusters Score -1034367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Entering Unmasked Estep 
Score: -2056119.500000 Penalty: 1576.204102
	Iteration 0F: 2 clusters Score -2056120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2044974.750000 Penalty: 3152.408203
	Iteration 0F: 3 clusters Score -2044975 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2049062.000000 Penalty: 3152.408203
	Iteration 1F: 3 clusters Score -2049062 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2049625.250000 Penalty: 3152.408203
	Iteration 2F: 3 clusters Score -2049625 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2050214.875000 Penalty: 3152.408203
	Iteration 3F: 3 clusters Score -2050215 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2050865.250000 Penalty: 3152.408203
	Iteration 4F: 3 clusters Score -2050865 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2051719.250000 Penalty: 3152.408203
	Iteration 5F: 3 clusters Score -2051719 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2052602.750000 Penalty: 3152.408203
	Iteration 6F: 3 clusters Score -2052603 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2053379.375000 Penalty: 3152.408203
	Iteration 7F: 3 clusters Score -2053379 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2053891.125000 Penalty: 3152.408203
	Iteration 8Q: 3 clusters Score -2053891 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2054141.875000 Penalty: 3152.408203
	Iteration 9Q: 3 clusters Score -2054142 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2054305.625000 Penalty: 3152.408203
	Iteration 10Q: 3 clusters Score -2054306 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2054436.500000 Penalty: 3152.408203
	Iteration 11Q: 3 clusters Score -2054436 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2054524.500000 Penalty: 3152.408203
	Iteration 12Q: 3 clusters Score -2054524 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2054607.250000 Penalty: 3152.408203
	Iteration 13Q: 3 clusters Score -2054607 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2054669.250000 Penalty: 3152.408203
	Iteration 14Q: 3 clusters Score -2054669 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2054719.000000 Penalty: 3152.408203
	Iteration 15Q: 3 clusters Score -2054719 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2054756.375000 Penalty: 3152.408203
	Iteration 16Q: 3 clusters Score -2054756 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2054779.625000 Penalty: 3152.408203
	Iteration 17Q: 3 clusters Score -2054780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2054804.500000 Penalty: 3152.408203
	Iteration 18Q: 3 clusters Score -2054804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2054817.500000 Penalty: 3152.408203
	Iteration 19Q: 3 clusters Score -2054818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2054824.875000 Penalty: 3152.408203
	Iteration 20F: 3 clusters Score -2054825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2054825.000000 Penalty: 3152.408203
	Iteration 21Q: 3 clusters Score -2054825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2054828.250000 Penalty: 3152.408203
	Iteration 22Q: 3 clusters Score -2054828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2054835.750000 Penalty: 3152.408203
	Iteration 23Q: 3 clusters Score -2054836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2054843.375000 Penalty: 3152.408203
	Iteration 24Q: 3 clusters Score -2054843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2054849.250000 Penalty: 3152.408203
	Iteration 25Q: 3 clusters Score -2054849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2054847.750000 Penalty: 3152.408203
	Iteration 26Q: 3 clusters Score -2054848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2054847.875000 Penalty: 3152.408203
	Iteration 27Q: 3 clusters Score -2054848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2054850.875000 Penalty: 3152.408203
	Iteration 28Q: 3 clusters Score -2054851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2054851.125000 Penalty: 3152.408203
	Iteration 29Q: 3 clusters Score -2054851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2054852.375000 Penalty: 3152.408203
	Iteration 30Q: 3 clusters Score -2054852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2054853.875000 Penalty: 3152.408203
	Iteration 31Q: 3 clusters Score -2054854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2054856.500000 Penalty: 3152.408203
	Iteration 32Q: 3 clusters Score -2054856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2054856.000000 Penalty: 3152.408203
	Iteration 33Q: 3 clusters Score -2054856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2054856.000000 Penalty: 3152.408203
	Iteration 34Q: 3 clusters Score -2054856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2054857.000000 Penalty: 3152.408203
	Iteration 35Q: 3 clusters Score -2054857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2054860.250000 Penalty: 3152.408203
	Iteration 36Q: 3 clusters Score -2054860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2054861.250000 Penalty: 3152.408203
	Iteration 37Q: 3 clusters Score -2054861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2054862.250000 Penalty: 3152.408203
	Iteration 38Q: 3 clusters Score -2054862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2054863.875000 Penalty: 3152.408203
	Iteration 39Q: 3 clusters Score -2054864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2054863.375000 Penalty: 3152.408203
	Iteration 40F: 3 clusters Score -2054863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2054863.375000 Penalty: 3152.408203
	Iteration 41Q: 3 clusters Score -2054863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2054863.375000 Penalty: 3152.408203
	Iteration 42F: 3 clusters Score -2054863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -208118.406250 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -208118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -206099.421875 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -206099.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206728.484375 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -206728.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -206955.953125 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -206956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -207114.000000 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -207114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -207219.671875 Penalty: 2451.563965
	Iteration 4F: 3 clusters Score -207219.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -207278.890625 Penalty: 2451.563965
	Iteration 5Q: 3 clusters Score -207278.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -207337.671875 Penalty: 2451.563965
	Iteration 6Q: 3 clusters Score -207337.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -207391.171875 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -207391.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -207422.468750 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -207422.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207474.640625 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -207474.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -207568.312500 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -207568.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -207698.625000 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -207698.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -207824.078125 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -207824.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207893.890625 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -207893.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -207967.843750 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -207967.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -208021.890625 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -208021.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -208079.437500 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -208079.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208112.625000 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -208112.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208132.640625 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -208132.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -208145.515625 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -208145.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -208159.046875 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -208159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208166.718750 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -208166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -208170.093750 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -208170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208172.843750 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -208172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -208174.640625 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -208174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -208174.687500 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -208174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -208174.687500 Penalty: 2451.563965
	Iteration 26F: 3 clusters Score -208174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 127587 members 
Mstep: Class 46 contains 923 members 
Entering Unmasked Estep 
Score: -141740320.000000 Penalty: 104358.609375
Splitting cluster 27 changes total score from -141741536.000000 to -141740320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -281512.156250 Penalty: 1259.684692
	Iteration 0F: 2 clusters Score -281512.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -279263.000000 Penalty: 2519.369385
	Iteration 0F: 3 clusters Score -279263 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279865.406250 Penalty: 2519.369385
	Iteration 1F: 3 clusters Score -279865.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -280103.218750 Penalty: 2519.369385
	Iteration 2F: 3 clusters Score -280103.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -280298.156250 Penalty: 2519.369385
	Iteration 3F: 3 clusters Score -280298.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -280476.593750 Penalty: 2519.369385
	Iteration 4F: 3 clusters Score -280476.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -280600.093750 Penalty: 2519.369385
	Iteration 5Q: 3 clusters Score -280600.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -280702.500000 Penalty: 2519.369385
	Iteration 6Q: 3 clusters Score -280702.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -280770.062500 Penalty: 2519.369385
	Iteration 7Q: 3 clusters Score -280770.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -280823.562500 Penalty: 2519.369385
	Iteration 8Q: 3 clusters Score -280823.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -280860.937500 Penalty: 2519.369385
	Iteration 9Q: 3 clusters Score -280860.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -280894.375000 Penalty: 2519.369385
	Iteration 10Q: 3 clusters Score -280894.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -280931.156250 Penalty: 2519.369385
	Iteration 11Q: 3 clusters Score -280931.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -280976.000000 Penalty: 2519.369385
	Iteration 12Q: 3 clusters Score -280976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -281021.187500 Penalty: 2519.369385
	Iteration 13Q: 3 clusters Score -281021.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -281050.437500 Penalty: 2519.369385
	Iteration 14Q: 3 clusters Score -281050.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281078.531250 Penalty: 2519.369385
	Iteration 15Q: 3 clusters Score -281078.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281097.968750 Penalty: 2519.369385
	Iteration 16Q: 3 clusters Score -281098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -281124.187500 Penalty: 2519.369385
	Iteration 17Q: 3 clusters Score -281124.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -281152.218750 Penalty: 2519.369385
	Iteration 18Q: 3 clusters Score -281152.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281185.250000 Penalty: 2519.369385
	Iteration 19Q: 3 clusters Score -281185.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -281213.875000 Penalty: 2519.369385
	Iteration 20F: 3 clusters Score -281213.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -281254.625000 Penalty: 2519.369385
	Iteration 21Q: 3 clusters Score -281254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281304.250000 Penalty: 2519.369385
	Iteration 22Q: 3 clusters Score -281304.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -281383.843750 Penalty: 2519.369385
	Iteration 23Q: 3 clusters Score -281383.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281470.781250 Penalty: 2519.369385
	Iteration 24Q: 3 clusters Score -281470.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281573.718750 Penalty: 2519.369385
	Iteration 25Q: 3 clusters Score -281573.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -281618.156250 Penalty: 2519.369385
	Iteration 26Q: 3 clusters Score -281618.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -281636.062500 Penalty: 2519.369385
	Iteration 27Q: 3 clusters Score -281636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -281642.781250 Penalty: 2519.369385
	Iteration 28Q: 3 clusters Score -281642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -281647.843750 Penalty: 2519.369385
	Iteration 29Q: 3 clusters Score -281647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281648.937500 Penalty: 2519.369385
	Iteration 30Q: 3 clusters Score -281648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281648.937500 Penalty: 2519.369385
	Iteration 31F: 3 clusters Score -281648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 1085 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 127587 members 
Mstep: Class 46 contains 1241 members 
Entering Unmasked Estep 
Score: -141740608.000000 Penalty: 104358.609375
Splitting cluster 28 changes total score from -141741536.000000 to -141740608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12529.482422 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12529.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12892.744141 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12892.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12928.688477 Penalty: 1791.864380
	Iteration 2Q: 3 clusters Score -12928.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12937.562500 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12937.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12944.075195 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12944.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12944.075195 Penalty: 1791.864380
	Iteration 5F: 3 clusters Score -12944.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -58251.406250 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -58251.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57192.871094 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -57192.87 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57540.421875 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -57540.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57669.761719 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -57669.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57757.824219 Penalty: 2091.227539
	Iteration 3Q: 3 clusters Score -57757.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57806.695312 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -57806.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57835.921875 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -57835.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57881.257812 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -57881.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57926.292969 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -57926.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57968.976562 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -57968.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57976.500000 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -57976.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57981.644531 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -57981.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57984.062500 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -57984.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57990.199219 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -57990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57990.988281 Penalty: 2091.227539
	Iteration 13Q: 3 clusters Score -57990.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57990.988281 Penalty: 2091.227539
	Iteration 14F: 3 clusters Score -57990.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (86224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Entering Unmasked Estep 
Score: -10899722.000000 Penalty: 1846.764404
	Iteration 0F: 2 clusters Score -1.089972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -10842102.000000 Penalty: 3693.528809
	Iteration 0F: 3 clusters Score -1.08421e+07 nChanged 41137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -10866848.000000 Penalty: 3693.528809
	Iteration 1F: 3 clusters Score -1.086685e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -10868157.000000 Penalty: 3693.528809
	Iteration 2Q: 3 clusters Score -1.086816e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -10869891.000000 Penalty: 3693.528809
	Iteration 3Q: 3 clusters Score -1.086989e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -10872324.000000 Penalty: 3693.528809
	Iteration 4F: 3 clusters Score -1.087232e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -10875935.000000 Penalty: 3693.528809
	Iteration 5F: 3 clusters Score -1.087594e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -10880436.000000 Penalty: 3693.528809
	Iteration 6F: 3 clusters Score -1.088044e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -10884734.000000 Penalty: 3693.528809
	Iteration 7F: 3 clusters Score -1.088473e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -10887346.000000 Penalty: 3693.528809
	Iteration 8F: 3 clusters Score -1.088735e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -10888834.000000 Penalty: 3693.528809
	Iteration 9Q: 3 clusters Score -1.088883e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -10889680.000000 Penalty: 3693.528809
	Iteration 10Q: 3 clusters Score -1.088968e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -10890373.000000 Penalty: 3693.528809
	Iteration 11Q: 3 clusters Score -1.089037e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -10890953.000000 Penalty: 3693.528809
	Iteration 12Q: 3 clusters Score -1.089095e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -10891440.000000 Penalty: 3693.528809
	Iteration 13Q: 3 clusters Score -1.089144e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -10892079.000000 Penalty: 3693.528809
	Iteration 14Q: 3 clusters Score -1.089208e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -10892558.000000 Penalty: 3693.528809
	Iteration 15Q: 3 clusters Score -1.089256e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -10893044.000000 Penalty: 3693.528809
	Iteration 16Q: 3 clusters Score -1.089304e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -10893501.000000 Penalty: 3693.528809
	Iteration 17Q: 3 clusters Score -1.08935e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -10893841.000000 Penalty: 3693.528809
	Iteration 18Q: 3 clusters Score -1.089384e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -10894168.000000 Penalty: 3693.528809
	Iteration 19Q: 3 clusters Score -1.089417e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -10894444.000000 Penalty: 3693.528809
	Iteration 20F: 3 clusters Score -1.089444e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -10894719.000000 Penalty: 3693.528809
	Iteration 21Q: 3 clusters Score -1.089472e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -10894993.000000 Penalty: 3693.528809
	Iteration 22Q: 3 clusters Score -1.089499e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -10895247.000000 Penalty: 3693.528809
	Iteration 23Q: 3 clusters Score -1.089525e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -10895558.000000 Penalty: 3693.528809
	Iteration 24Q: 3 clusters Score -1.089556e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -10895780.000000 Penalty: 3693.528809
	Iteration 25Q: 3 clusters Score -1.089578e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -10896037.000000 Penalty: 3693.528809
	Iteration 26Q: 3 clusters Score -1.089604e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -10896258.000000 Penalty: 3693.528809
	Iteration 27Q: 3 clusters Score -1.089626e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -10896413.000000 Penalty: 3693.528809
	Iteration 28Q: 3 clusters Score -1.089641e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -10896665.000000 Penalty: 3693.528809
	Iteration 29Q: 3 clusters Score -1.089666e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -10896854.000000 Penalty: 3693.528809
	Iteration 30Q: 3 clusters Score -1.089685e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -10897076.000000 Penalty: 3693.528809
	Iteration 31Q: 3 clusters Score -1.089708e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -10897222.000000 Penalty: 3693.528809
	Iteration 32Q: 3 clusters Score -1.089722e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -10897339.000000 Penalty: 3693.528809
	Iteration 33Q: 3 clusters Score -1.089734e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -10897479.000000 Penalty: 3693.528809
	Iteration 34Q: 3 clusters Score -1.089748e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -10897607.000000 Penalty: 3693.528809
	Iteration 35Q: 3 clusters Score -1.089761e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -10897718.000000 Penalty: 3693.528809
	Iteration 36Q: 3 clusters Score -1.089772e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -10897811.000000 Penalty: 3693.528809
	Iteration 37Q: 3 clusters Score -1.089781e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -10897895.000000 Penalty: 3693.528809
	Iteration 38Q: 3 clusters Score -1.08979e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -10897973.000000 Penalty: 3693.528809
	Iteration 39Q: 3 clusters Score -1.089797e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -10898054.000000 Penalty: 3693.528809
	Iteration 40F: 3 clusters Score -1.089805e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -10898109.000000 Penalty: 3693.528809
	Iteration 41Q: 3 clusters Score -1.089811e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -10898167.000000 Penalty: 3693.528809
	Iteration 42Q: 3 clusters Score -1.089817e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10898219.000000 Penalty: 3693.528809
	Iteration 43Q: 3 clusters Score -1.089822e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -10898305.000000 Penalty: 3693.528809
	Iteration 44Q: 3 clusters Score -1.08983e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -10898349.000000 Penalty: 3693.528809
	Iteration 45Q: 3 clusters Score -1.089835e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -10898416.000000 Penalty: 3693.528809
	Iteration 46Q: 3 clusters Score -1.089842e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -10898437.000000 Penalty: 3693.528809
	Iteration 47Q: 3 clusters Score -1.089844e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -10898485.000000 Penalty: 3693.528809
	Iteration 48Q: 3 clusters Score -1.089848e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -10898481.000000 Penalty: 3693.528809
	Iteration 49Q: 3 clusters Score -1.089848e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -10898476.000000 Penalty: 3693.528809
	Iteration 50Q: 3 clusters Score -1.089848e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -10898503.000000 Penalty: 3693.528809
	Iteration 51Q: 3 clusters Score -1.08985e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10898509.000000 Penalty: 3693.528809
	Iteration 52Q: 3 clusters Score -1.089851e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -10898505.000000 Penalty: 3693.528809
	Iteration 53Q: 3 clusters Score -1.08985e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -10898513.000000 Penalty: 3693.528809
	Iteration 54Q: 3 clusters Score -1.089851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10898508.000000 Penalty: 3693.528809
	Iteration 55Q: 3 clusters Score -1.089851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -10898519.000000 Penalty: 3693.528809
	Iteration 56Q: 3 clusters Score -1.089852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10898518.000000 Penalty: 3693.528809
	Iteration 57Q: 3 clusters Score -1.089852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10898528.000000 Penalty: 3693.528809
	Iteration 58Q: 3 clusters Score -1.089853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -10898530.000000 Penalty: 3693.528809
	Iteration 59Q: 3 clusters Score -1.089853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10898539.000000 Penalty: 3693.528809
	Iteration 60F: 3 clusters Score -1.089854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10898561.000000 Penalty: 3693.528809
	Iteration 61Q: 3 clusters Score -1.089856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84182 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10898570.000000 Penalty: 3693.528809
	Iteration 62Q: 3 clusters Score -1.089857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10898567.000000 Penalty: 3693.528809
	Iteration 63Q: 3 clusters Score -1.089857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -10898566.000000 Penalty: 3693.528809
	Iteration 64Q: 3 clusters Score -1.089857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -10898570.000000 Penalty: 3693.528809
	Iteration 65Q: 3 clusters Score -1.089857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10898565.000000 Penalty: 3693.528809
	Iteration 66Q: 3 clusters Score -1.089856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10898559.000000 Penalty: 3693.528809
	Iteration 67Q: 3 clusters Score -1.089856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10898565.000000 Penalty: 3693.528809
	Iteration 68Q: 3 clusters Score -1.089856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10898571.000000 Penalty: 3693.528809
	Iteration 69Q: 3 clusters Score -1.089857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10898563.000000 Penalty: 3693.528809
	Iteration 70Q: 3 clusters Score -1.089856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10898567.000000 Penalty: 3693.528809
	Iteration 71Q: 3 clusters Score -1.089857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10898568.000000 Penalty: 3693.528809
	Iteration 72Q: 3 clusters Score -1.089857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10898569.000000 Penalty: 3693.528809
	Iteration 73Q: 3 clusters Score -1.089857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10898575.000000 Penalty: 3693.528809
	Iteration 74Q: 3 clusters Score -1.089858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10898581.000000 Penalty: 3693.528809
	Iteration 75Q: 3 clusters Score -1.089858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10898564.000000 Penalty: 3693.528809
	Iteration 76Q: 3 clusters Score -1.089856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10898576.000000 Penalty: 3693.528809
	Iteration 77Q: 3 clusters Score -1.089858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10898578.000000 Penalty: 3693.528809
	Iteration 78Q: 3 clusters Score -1.089858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10898577.000000 Penalty: 3693.528809
	Iteration 79Q: 3 clusters Score -1.089858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10898573.000000 Penalty: 3693.528809
	Iteration 80F: 3 clusters Score -1.089857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10898571.000000 Penalty: 3693.528809
	Iteration 81Q: 3 clusters Score -1.089857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10898581.000000 Penalty: 3693.528809
	Iteration 82Q: 3 clusters Score -1.089858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10898572.000000 Penalty: 3693.528809
	Iteration 83Q: 3 clusters Score -1.089857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10898571.000000 Penalty: 3693.528809
	Iteration 84Q: 3 clusters Score -1.089857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10898581.000000 Penalty: 3693.528809
	Iteration 85Q: 3 clusters Score -1.089858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10898580.000000 Penalty: 3693.528809
	Iteration 86Q: 3 clusters Score -1.089858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -10898590.000000 Penalty: 3693.528809
	Iteration 87Q: 3 clusters Score -1.089859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10898592.000000 Penalty: 3693.528809
	Iteration 88Q: 3 clusters Score -1.089859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -10898599.000000 Penalty: 3693.528809
	Iteration 89Q: 3 clusters Score -1.08986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10898589.000000 Penalty: 3693.528809
	Iteration 90Q: 3 clusters Score -1.089859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10898592.000000 Penalty: 3693.528809
	Iteration 91Q: 3 clusters Score -1.089859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10898600.000000 Penalty: 3693.528809
	Iteration 92Q: 3 clusters Score -1.08986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10898602.000000 Penalty: 3693.528809
	Iteration 93Q: 3 clusters Score -1.08986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10898606.000000 Penalty: 3693.528809
	Iteration 94Q: 3 clusters Score -1.089861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -10898608.000000 Penalty: 3693.528809
	Iteration 95Q: 3 clusters Score -1.089861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10898604.000000 Penalty: 3693.528809
	Iteration 96Q: 3 clusters Score -1.08986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10898597.000000 Penalty: 3693.528809
	Iteration 97Q: 3 clusters Score -1.08986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10898600.000000 Penalty: 3693.528809
	Iteration 98Q: 3 clusters Score -1.08986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10898591.000000 Penalty: 3693.528809
	Iteration 99Q: 3 clusters Score -1.089859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10898588.000000 Penalty: 3693.528809
	Iteration 100F: 3 clusters Score -1.089859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10898590.000000 Penalty: 3693.528809
	Iteration 101Q: 3 clusters Score -1.089859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10898591.000000 Penalty: 3693.528809
	Iteration 102Q: 3 clusters Score -1.089859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10898591.000000 Penalty: 3693.528809
	Iteration 103F: 3 clusters Score -1.089859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35069.257812 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35069.26 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35533.878906 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35533.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35700.671875 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -35700.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35910.335938 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -35910.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36025.722656 Penalty: 1991.941284
	Iteration 4F: 3 clusters Score -36025.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36090.941406 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -36090.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36109.917969 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36109.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36124.257812 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -36124.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36128.832031 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -36128.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36132.726562 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -36132.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36170.292969 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -36170.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36184.187500 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -36184.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36214.054688 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -36214.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36273.578125 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -36273.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36370.585938 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -36370.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36450.230469 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -36450.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36490.953125 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -36490.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36490.953125 Penalty: 1991.941284
	Iteration 17F: 3 clusters Score -36490.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 219 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 127587 members 
Mstep: Class 46 contains 240 members 
Entering Unmasked Estep 
Score: -141740544.000000 Penalty: 104358.609375
Splitting cluster 32 changes total score from -141741536.000000 to -141740544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (33593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Entering Unmasked Estep 
Score: -4262301.500000 Penalty: 1693.586914
	Iteration 0F: 2 clusters Score -4262302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4239706.500000 Penalty: 3387.173828
	Iteration 0F: 3 clusters Score -4239706 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4248199.500000 Penalty: 3387.173828
	Iteration 1F: 3 clusters Score -4248200 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4248558.500000 Penalty: 3387.173828
	Iteration 2Q: 3 clusters Score -4248558 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4248836.500000 Penalty: 3387.173828
	Iteration 3Q: 3 clusters Score -4248836 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -4249078.000000 Penalty: 3387.173828
	Iteration 4Q: 3 clusters Score -4249078 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4249286.000000 Penalty: 3387.173828
	Iteration 5Q: 3 clusters Score -4249286 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4249538.500000 Penalty: 3387.173828
	Iteration 6Q: 3 clusters Score -4249538 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4249738.500000 Penalty: 3387.173828
	Iteration 7Q: 3 clusters Score -4249738 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4250000.500000 Penalty: 3387.173828
	Iteration 8Q: 3 clusters Score -4250000 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4250233.500000 Penalty: 3387.173828
	Iteration 9Q: 3 clusters Score -4250234 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4250467.500000 Penalty: 3387.173828
	Iteration 10Q: 3 clusters Score -4250468 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4250722.500000 Penalty: 3387.173828
	Iteration 11Q: 3 clusters Score -4250722 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4251009.500000 Penalty: 3387.173828
	Iteration 12Q: 3 clusters Score -4251010 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4251384.500000 Penalty: 3387.173828
	Iteration 13Q: 3 clusters Score -4251384 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4251885.000000 Penalty: 3387.173828
	Iteration 14Q: 3 clusters Score -4251885 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4252544.500000 Penalty: 3387.173828
	Iteration 15Q: 3 clusters Score -4252544 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4253385.000000 Penalty: 3387.173828
	Iteration 16Q: 3 clusters Score -4253385 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4254185.000000 Penalty: 3387.173828
	Iteration 17Q: 3 clusters Score -4254185 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4254767.500000 Penalty: 3387.173828
	Iteration 18Q: 3 clusters Score -4254768 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4254989.500000 Penalty: 3387.173828
	Iteration 19Q: 3 clusters Score -4254990 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4255112.000000 Penalty: 3387.173828
	Iteration 20F: 3 clusters Score -4255112 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4255168.500000 Penalty: 3387.173828
	Iteration 21Q: 3 clusters Score -4255168 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4255209.000000 Penalty: 3387.173828
	Iteration 22Q: 3 clusters Score -4255209 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4255266.000000 Penalty: 3387.173828
	Iteration 23Q: 3 clusters Score -4255266 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4255330.500000 Penalty: 3387.173828
	Iteration 24Q: 3 clusters Score -4255330 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4255380.000000 Penalty: 3387.173828
	Iteration 25Q: 3 clusters Score -4255380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4255428.500000 Penalty: 3387.173828
	Iteration 26Q: 3 clusters Score -4255428 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4255502.500000 Penalty: 3387.173828
	Iteration 27Q: 3 clusters Score -4255502 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4255533.000000 Penalty: 3387.173828
	Iteration 28Q: 3 clusters Score -4255533 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4255600.000000 Penalty: 3387.173828
	Iteration 29Q: 3 clusters Score -4255600 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4255655.500000 Penalty: 3387.173828
	Iteration 30Q: 3 clusters Score -4255656 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4255731.000000 Penalty: 3387.173828
	Iteration 31Q: 3 clusters Score -4255731 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4255792.500000 Penalty: 3387.173828
	Iteration 32Q: 3 clusters Score -4255792 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4255850.000000 Penalty: 3387.173828
	Iteration 33Q: 3 clusters Score -4255850 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -4255911.500000 Penalty: 3387.173828
	Iteration 34Q: 3 clusters Score -4255912 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4255973.500000 Penalty: 3387.173828
	Iteration 35Q: 3 clusters Score -4255974 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4256059.500000 Penalty: 3387.173828
	Iteration 36Q: 3 clusters Score -4256060 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4256140.000000 Penalty: 3387.173828
	Iteration 37Q: 3 clusters Score -4256140 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4256208.500000 Penalty: 3387.173828
	Iteration 38Q: 3 clusters Score -4256208 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4256276.500000 Penalty: 3387.173828
	Iteration 39Q: 3 clusters Score -4256276 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4256357.000000 Penalty: 3387.173828
	Iteration 40F: 3 clusters Score -4256357 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4256423.000000 Penalty: 3387.173828
	Iteration 41Q: 3 clusters Score -4256423 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4256495.500000 Penalty: 3387.173828
	Iteration 42Q: 3 clusters Score -4256496 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4256586.500000 Penalty: 3387.173828
	Iteration 43Q: 3 clusters Score -4256586 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4256649.500000 Penalty: 3387.173828
	Iteration 44Q: 3 clusters Score -4256650 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4256727.500000 Penalty: 3387.173828
	Iteration 45Q: 3 clusters Score -4256728 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4256806.000000 Penalty: 3387.173828
	Iteration 46Q: 3 clusters Score -4256806 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4256881.500000 Penalty: 3387.173828
	Iteration 47Q: 3 clusters Score -4256882 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4256947.500000 Penalty: 3387.173828
	Iteration 48Q: 3 clusters Score -4256948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4257009.500000 Penalty: 3387.173828
	Iteration 49Q: 3 clusters Score -4257010 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4257070.500000 Penalty: 3387.173828
	Iteration 50Q: 3 clusters Score -4257070 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4257123.000000 Penalty: 3387.173828
	Iteration 51Q: 3 clusters Score -4257123 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4257193.500000 Penalty: 3387.173828
	Iteration 52Q: 3 clusters Score -4257194 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4257254.500000 Penalty: 3387.173828
	Iteration 53Q: 3 clusters Score -4257254 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4257316.000000 Penalty: 3387.173828
	Iteration 54Q: 3 clusters Score -4257316 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4257379.000000 Penalty: 3387.173828
	Iteration 55Q: 3 clusters Score -4257379 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4257470.500000 Penalty: 3387.173828
	Iteration 56Q: 3 clusters Score -4257470 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -4257535.500000 Penalty: 3387.173828
	Iteration 57Q: 3 clusters Score -4257536 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4257613.000000 Penalty: 3387.173828
	Iteration 58Q: 3 clusters Score -4257613 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -4257684.000000 Penalty: 3387.173828
	Iteration 59Q: 3 clusters Score -4257684 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4257803.500000 Penalty: 3387.173828
	Iteration 60F: 3 clusters Score -4257804 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4257887.500000 Penalty: 3387.173828
	Iteration 61Q: 3 clusters Score -4257888 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4257996.500000 Penalty: 3387.173828
	Iteration 62Q: 3 clusters Score -4257996 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4258103.500000 Penalty: 3387.173828
	Iteration 63Q: 3 clusters Score -4258104 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4258222.500000 Penalty: 3387.173828
	Iteration 64Q: 3 clusters Score -4258222 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4258307.000000 Penalty: 3387.173828
	Iteration 65Q: 3 clusters Score -4258307 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -4258397.000000 Penalty: 3387.173828
	Iteration 66Q: 3 clusters Score -4258397 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4258526.500000 Penalty: 3387.173828
	Iteration 67Q: 3 clusters Score -4258526 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4258628.000000 Penalty: 3387.173828
	Iteration 68Q: 3 clusters Score -4258628 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -4258739.500000 Penalty: 3387.173828
	Iteration 69Q: 3 clusters Score -4258740 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4258857.000000 Penalty: 3387.173828
	Iteration 70Q: 3 clusters Score -4258857 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -4258973.500000 Penalty: 3387.173828
	Iteration 71Q: 3 clusters Score -4258974 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4259085.500000 Penalty: 3387.173828
	Iteration 72Q: 3 clusters Score -4259086 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4259188.000000 Penalty: 3387.173828
	Iteration 73Q: 3 clusters Score -4259188 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4259294.500000 Penalty: 3387.173828
	Iteration 74Q: 3 clusters Score -4259294 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4259395.500000 Penalty: 3387.173828
	Iteration 75Q: 3 clusters Score -4259396 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4259474.500000 Penalty: 3387.173828
	Iteration 76Q: 3 clusters Score -4259474 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4259581.000000 Penalty: 3387.173828
	Iteration 77Q: 3 clusters Score -4259581 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4259671.500000 Penalty: 3387.173828
	Iteration 78Q: 3 clusters Score -4259672 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4259724.000000 Penalty: 3387.173828
	Iteration 79Q: 3 clusters Score -4259724 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4259808.500000 Penalty: 3387.173828
	Iteration 80F: 3 clusters Score -4259808 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4259896.500000 Penalty: 3387.173828
	Iteration 81Q: 3 clusters Score -4259896 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4259964.500000 Penalty: 3387.173828
	Iteration 82Q: 3 clusters Score -4259964 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4260032.000000 Penalty: 3387.173828
	Iteration 83Q: 3 clusters Score -4260032 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4260093.500000 Penalty: 3387.173828
	Iteration 84Q: 3 clusters Score -4260094 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -4260162.000000 Penalty: 3387.173828
	Iteration 85Q: 3 clusters Score -4260162 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4260262.500000 Penalty: 3387.173828
	Iteration 86Q: 3 clusters Score -4260262 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4260332.000000 Penalty: 3387.173828
	Iteration 87Q: 3 clusters Score -4260332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -4260394.000000 Penalty: 3387.173828
	Iteration 88Q: 3 clusters Score -4260394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4260438.000000 Penalty: 3387.173828
	Iteration 89Q: 3 clusters Score -4260438 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4260470.000000 Penalty: 3387.173828
	Iteration 90Q: 3 clusters Score -4260470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4260495.000000 Penalty: 3387.173828
	Iteration 91Q: 3 clusters Score -4260495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4260523.500000 Penalty: 3387.173828
	Iteration 92Q: 3 clusters Score -4260524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4260544.000000 Penalty: 3387.173828
	Iteration 93Q: 3 clusters Score -4260544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4260559.500000 Penalty: 3387.173828
	Iteration 94Q: 3 clusters Score -4260560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4260584.500000 Penalty: 3387.173828
	Iteration 95Q: 3 clusters Score -4260584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4260608.500000 Penalty: 3387.173828
	Iteration 96Q: 3 clusters Score -4260608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -4260634.000000 Penalty: 3387.173828
	Iteration 97Q: 3 clusters Score -4260634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4260660.000000 Penalty: 3387.173828
	Iteration 98Q: 3 clusters Score -4260660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4260682.500000 Penalty: 3387.173828
	Iteration 99Q: 3 clusters Score -4260682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4260699.500000 Penalty: 3387.173828
	Iteration 100F: 3 clusters Score -4260700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4260713.000000 Penalty: 3387.173828
	Iteration 101Q: 3 clusters Score -4260713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4260711.000000 Penalty: 3387.173828
	Iteration 102Q: 3 clusters Score -4260711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4260724.500000 Penalty: 3387.173828
	Iteration 103Q: 3 clusters Score -4260724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4260723.500000 Penalty: 3387.173828
	Iteration 104Q: 3 clusters Score -4260724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4260737.000000 Penalty: 3387.173828
	Iteration 105Q: 3 clusters Score -4260737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4260746.000000 Penalty: 3387.173828
	Iteration 106Q: 3 clusters Score -4260746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4260750.500000 Penalty: 3387.173828
	Iteration 107Q: 3 clusters Score -4260750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4260765.500000 Penalty: 3387.173828
	Iteration 108Q: 3 clusters Score -4260766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4260782.500000 Penalty: 3387.173828
	Iteration 109Q: 3 clusters Score -4260782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4260789.000000 Penalty: 3387.173828
	Iteration 110Q: 3 clusters Score -4260789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4260795.500000 Penalty: 3387.173828
	Iteration 111Q: 3 clusters Score -4260796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4260800.500000 Penalty: 3387.173828
	Iteration 112Q: 3 clusters Score -4260800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4260804.500000 Penalty: 3387.173828
	Iteration 113Q: 3 clusters Score -4260804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4260813.500000 Penalty: 3387.173828
	Iteration 114Q: 3 clusters Score -4260814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4260823.000000 Penalty: 3387.173828
	Iteration 115Q: 3 clusters Score -4260823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4260828.000000 Penalty: 3387.173828
	Iteration 116Q: 3 clusters Score -4260828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4260830.000000 Penalty: 3387.173828
	Iteration 117Q: 3 clusters Score -4260830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4260831.500000 Penalty: 3387.173828
	Iteration 118Q: 3 clusters Score -4260832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4260839.000000 Penalty: 3387.173828
	Iteration 119Q: 3 clusters Score -4260839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4260847.500000 Penalty: 3387.173828
	Iteration 120F: 3 clusters Score -4260848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4260853.000000 Penalty: 3387.173828
	Iteration 121Q: 3 clusters Score -4260853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4260847.500000 Penalty: 3387.173828
	Iteration 122Q: 3 clusters Score -4260848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4260855.000000 Penalty: 3387.173828
	Iteration 123Q: 3 clusters Score -4260855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4260854.000000 Penalty: 3387.173828
	Iteration 124Q: 3 clusters Score -4260854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4260855.500000 Penalty: 3387.173828
	Iteration 125Q: 3 clusters Score -4260856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4260858.000000 Penalty: 3387.173828
	Iteration 126Q: 3 clusters Score -4260858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4260858.000000 Penalty: 3387.173828
	Iteration 127F: 3 clusters Score -4260858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (100085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100085 members 
Entering Unmasked Estep 
Score: -12711793.000000 Penalty: 1870.988403
	Iteration 0F: 2 clusters Score -1.271179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -12648053.000000 Penalty: 3741.976807
	Iteration 0F: 3 clusters Score -1.264805e+07 nChanged 47872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -12676063.000000 Penalty: 3741.976807
	Iteration 1F: 3 clusters Score -1.267606e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -12677141.000000 Penalty: 3741.976807
	Iteration 2Q: 3 clusters Score -1.267714e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -12678374.000000 Penalty: 3741.976807
	Iteration 3Q: 3 clusters Score -1.267837e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -12680161.000000 Penalty: 3741.976807
	Iteration 4Q: 3 clusters Score -1.268016e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -12682893.000000 Penalty: 3741.976807
	Iteration 5F: 3 clusters Score -1.268289e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -12687064.000000 Penalty: 3741.976807
	Iteration 6F: 3 clusters Score -1.268706e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -12692138.000000 Penalty: 3741.976807
	Iteration 7F: 3 clusters Score -1.269214e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -12696516.000000 Penalty: 3741.976807
	Iteration 8F: 3 clusters Score -1.269652e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -12699051.000000 Penalty: 3741.976807
	Iteration 9Q: 3 clusters Score -1.269905e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -12700145.000000 Penalty: 3741.976807
	Iteration 10Q: 3 clusters Score -1.270014e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -12700736.000000 Penalty: 3741.976807
	Iteration 11Q: 3 clusters Score -1.270074e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -12701264.000000 Penalty: 3741.976807
	Iteration 12Q: 3 clusters Score -1.270126e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -12701895.000000 Penalty: 3741.976807
	Iteration 13Q: 3 clusters Score -1.27019e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -12702430.000000 Penalty: 3741.976807
	Iteration 14Q: 3 clusters Score -1.270243e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -12702935.000000 Penalty: 3741.976807
	Iteration 15Q: 3 clusters Score -1.270294e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -12703570.000000 Penalty: 3741.976807
	Iteration 16Q: 3 clusters Score -1.270357e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -12704106.000000 Penalty: 3741.976807
	Iteration 17Q: 3 clusters Score -1.270411e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -12704624.000000 Penalty: 3741.976807
	Iteration 18Q: 3 clusters Score -1.270462e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -12705172.000000 Penalty: 3741.976807
	Iteration 19Q: 3 clusters Score -1.270517e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -12705685.000000 Penalty: 3741.976807
	Iteration 20F: 3 clusters Score -1.270568e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -12706311.000000 Penalty: 3741.976807
	Iteration 21Q: 3 clusters Score -1.270631e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -12707023.000000 Penalty: 3741.976807
	Iteration 22Q: 3 clusters Score -1.270702e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -12707664.000000 Penalty: 3741.976807
	Iteration 23Q: 3 clusters Score -1.270766e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -12708191.000000 Penalty: 3741.976807
	Iteration 24Q: 3 clusters Score -1.270819e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -12708546.000000 Penalty: 3741.976807
	Iteration 25Q: 3 clusters Score -1.270855e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 96663 members 
Entering Unmasked Estep 
Score: -12708928.000000 Penalty: 3741.976807
	Iteration 26Q: 3 clusters Score -1.270893e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -12709204.000000 Penalty: 3741.976807
	Iteration 27Q: 3 clusters Score -1.27092e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -12709406.000000 Penalty: 3741.976807
	Iteration 28Q: 3 clusters Score -1.270941e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -12709521.000000 Penalty: 3741.976807
	Iteration 29Q: 3 clusters Score -1.270952e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -12709671.000000 Penalty: 3741.976807
	Iteration 30Q: 3 clusters Score -1.270967e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -12709745.000000 Penalty: 3741.976807
	Iteration 31Q: 3 clusters Score -1.270974e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -12709837.000000 Penalty: 3741.976807
	Iteration 32Q: 3 clusters Score -1.270984e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -12709899.000000 Penalty: 3741.976807
	Iteration 33Q: 3 clusters Score -1.27099e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 98737 members 
Entering Unmasked Estep 
Score: -12709958.000000 Penalty: 3741.976807
	Iteration 34Q: 3 clusters Score -1.270996e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -12709996.000000 Penalty: 3741.976807
	Iteration 35Q: 3 clusters Score -1.271e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -12710033.000000 Penalty: 3741.976807
	Iteration 36Q: 3 clusters Score -1.271003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -12710083.000000 Penalty: 3741.976807
	Iteration 37Q: 3 clusters Score -1.271008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 98953 members 
Entering Unmasked Estep 
Score: -12710114.000000 Penalty: 3741.976807
	Iteration 38Q: 3 clusters Score -1.271011e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -12710114.000000 Penalty: 3741.976807
	Iteration 39Q: 3 clusters Score -1.271011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -12710135.000000 Penalty: 3741.976807
	Iteration 40F: 3 clusters Score -1.271014e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -12710146.000000 Penalty: 3741.976807
	Iteration 41Q: 3 clusters Score -1.271015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12710166.000000 Penalty: 3741.976807
	Iteration 42Q: 3 clusters Score -1.271017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -12710175.000000 Penalty: 3741.976807
	Iteration 43Q: 3 clusters Score -1.271018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -12710183.000000 Penalty: 3741.976807
	Iteration 44Q: 3 clusters Score -1.271018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -12710192.000000 Penalty: 3741.976807
	Iteration 45Q: 3 clusters Score -1.271019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -12710194.000000 Penalty: 3741.976807
	Iteration 46Q: 3 clusters Score -1.271019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -12710212.000000 Penalty: 3741.976807
	Iteration 47Q: 3 clusters Score -1.271021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -12710210.000000 Penalty: 3741.976807
	Iteration 48Q: 3 clusters Score -1.271021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -12710220.000000 Penalty: 3741.976807
	Iteration 49Q: 3 clusters Score -1.271022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -12710221.000000 Penalty: 3741.976807
	Iteration 50Q: 3 clusters Score -1.271022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -12710224.000000 Penalty: 3741.976807
	Iteration 51Q: 3 clusters Score -1.271022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -12710220.000000 Penalty: 3741.976807
	Iteration 52Q: 3 clusters Score -1.271022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -12710235.000000 Penalty: 3741.976807
	Iteration 53Q: 3 clusters Score -1.271024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -12710228.000000 Penalty: 3741.976807
	Iteration 54Q: 3 clusters Score -1.271023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -12710224.000000 Penalty: 3741.976807
	Iteration 55Q: 3 clusters Score -1.271022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -12710226.000000 Penalty: 3741.976807
	Iteration 56Q: 3 clusters Score -1.271023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -12710228.000000 Penalty: 3741.976807
	Iteration 57Q: 3 clusters Score -1.271023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -12710231.000000 Penalty: 3741.976807
	Iteration 58Q: 3 clusters Score -1.271023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -12710236.000000 Penalty: 3741.976807
	Iteration 59Q: 3 clusters Score -1.271024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -12710248.000000 Penalty: 3741.976807
	Iteration 60F: 3 clusters Score -1.271025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -12710244.000000 Penalty: 3741.976807
	Iteration 61Q: 3 clusters Score -1.271024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -12710247.000000 Penalty: 3741.976807
	Iteration 62Q: 3 clusters Score -1.271025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -12710270.000000 Penalty: 3741.976807
	Iteration 63Q: 3 clusters Score -1.271027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -12710273.000000 Penalty: 3741.976807
	Iteration 64Q: 3 clusters Score -1.271027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 99265 members 
Entering Unmasked Estep 
Score: -12710263.000000 Penalty: 3741.976807
	Iteration 65Q: 3 clusters Score -1.271026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -12710266.000000 Penalty: 3741.976807
	Iteration 66Q: 3 clusters Score -1.271027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -12710265.000000 Penalty: 3741.976807
	Iteration 67Q: 3 clusters Score -1.271026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -12710266.000000 Penalty: 3741.976807
	Iteration 68Q: 3 clusters Score -1.271027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -12710268.000000 Penalty: 3741.976807
	Iteration 69Q: 3 clusters Score -1.271027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -12710266.000000 Penalty: 3741.976807
	Iteration 70Q: 3 clusters Score -1.271027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -12710258.000000 Penalty: 3741.976807
	Iteration 71Q: 3 clusters Score -1.271026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -12710270.000000 Penalty: 3741.976807
	Iteration 72Q: 3 clusters Score -1.271027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -12710270.000000 Penalty: 3741.976807
	Iteration 73F: 3 clusters Score -1.271027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -52590.992188 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -52590.99 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 257 members 
Entering Unmasked Estep 
Score: -51536.964844 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -51536.96 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51804.417969 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -51804.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51992.878906 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -51992.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52141.011719 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -52141.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52245.980469 Penalty: 2041.736694
	Iteration 4F: 3 clusters Score -52245.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52322.109375 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -52322.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52403.714844 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -52403.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52439.179688 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -52439.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52458.304688 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -52458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52472.699219 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -52472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52474.351562 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -52474.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52480.695312 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -52480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52480.988281 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -52480.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52480.988281 Penalty: 2041.736694
	Iteration 13F: 3 clusters Score -52480.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Entering Unmasked Estep 
Score: -2128851.500000 Penalty: 1586.378174
	Iteration 0F: 2 clusters Score -2128852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2117072.250000 Penalty: 3172.756348
	Iteration 0F: 3 clusters Score -2117072 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2121350.750000 Penalty: 3172.756348
	Iteration 1F: 3 clusters Score -2121351 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2121795.750000 Penalty: 3172.756348
	Iteration 2F: 3 clusters Score -2121796 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2122292.000000 Penalty: 3172.756348
	Iteration 3F: 3 clusters Score -2122292 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2122879.000000 Penalty: 3172.756348
	Iteration 4F: 3 clusters Score -2122879 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2123645.500000 Penalty: 3172.756348
	Iteration 5F: 3 clusters Score -2123646 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2124489.000000 Penalty: 3172.756348
	Iteration 6F: 3 clusters Score -2124489 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2125400.500000 Penalty: 3172.756348
	Iteration 7F: 3 clusters Score -2125400 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2126147.000000 Penalty: 3172.756348
	Iteration 8F: 3 clusters Score -2126147 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2126659.000000 Penalty: 3172.756348
	Iteration 9Q: 3 clusters Score -2126659 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2126999.500000 Penalty: 3172.756348
	Iteration 10Q: 3 clusters Score -2127000 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2127207.250000 Penalty: 3172.756348
	Iteration 11Q: 3 clusters Score -2127207 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2127366.750000 Penalty: 3172.756348
	Iteration 12Q: 3 clusters Score -2127367 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2127483.750000 Penalty: 3172.756348
	Iteration 13Q: 3 clusters Score -2127484 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2127551.500000 Penalty: 3172.756348
	Iteration 14Q: 3 clusters Score -2127552 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2127603.000000 Penalty: 3172.756348
	Iteration 15Q: 3 clusters Score -2127603 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2127632.750000 Penalty: 3172.756348
	Iteration 16Q: 3 clusters Score -2127633 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2127657.750000 Penalty: 3172.756348
	Iteration 17Q: 3 clusters Score -2127658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2127666.250000 Penalty: 3172.756348
	Iteration 18Q: 3 clusters Score -2127666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2127683.250000 Penalty: 3172.756348
	Iteration 19Q: 3 clusters Score -2127683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2127689.750000 Penalty: 3172.756348
	Iteration 20F: 3 clusters Score -2127690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2127707.500000 Penalty: 3172.756348
	Iteration 21Q: 3 clusters Score -2127708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2127706.000000 Penalty: 3172.756348
	Iteration 22Q: 3 clusters Score -2127706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2127709.250000 Penalty: 3172.756348
	Iteration 23Q: 3 clusters Score -2127709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2127717.500000 Penalty: 3172.756348
	Iteration 24Q: 3 clusters Score -2127718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2127717.250000 Penalty: 3172.756348
	Iteration 25Q: 3 clusters Score -2127717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2127722.250000 Penalty: 3172.756348
	Iteration 26Q: 3 clusters Score -2127722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2127729.750000 Penalty: 3172.756348
	Iteration 27Q: 3 clusters Score -2127730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2127727.750000 Penalty: 3172.756348
	Iteration 28Q: 3 clusters Score -2127728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2127731.000000 Penalty: 3172.756348
	Iteration 29Q: 3 clusters Score -2127731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2127728.750000 Penalty: 3172.756348
	Iteration 30Q: 3 clusters Score -2127729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2127732.000000 Penalty: 3172.756348
	Iteration 31Q: 3 clusters Score -2127732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2127732.500000 Penalty: 3172.756348
	Iteration 32Q: 3 clusters Score -2127732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2127735.250000 Penalty: 3172.756348
	Iteration 33Q: 3 clusters Score -2127735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2127736.500000 Penalty: 3172.756348
	Iteration 34Q: 3 clusters Score -2127736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2127743.500000 Penalty: 3172.756348
	Iteration 35Q: 3 clusters Score -2127744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2127757.750000 Penalty: 3172.756348
	Iteration 36Q: 3 clusters Score -2127758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2127754.750000 Penalty: 3172.756348
	Iteration 37Q: 3 clusters Score -2127755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2127757.750000 Penalty: 3172.756348
	Iteration 38Q: 3 clusters Score -2127758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2127756.500000 Penalty: 3172.756348
	Iteration 39Q: 3 clusters Score -2127756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2127762.500000 Penalty: 3172.756348
	Iteration 40F: 3 clusters Score -2127762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2127763.250000 Penalty: 3172.756348
	Iteration 41Q: 3 clusters Score -2127763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2127765.000000 Penalty: 3172.756348
	Iteration 42Q: 3 clusters Score -2127765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2127762.500000 Penalty: 3172.756348
	Iteration 43Q: 3 clusters Score -2127762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2127769.500000 Penalty: 3172.756348
	Iteration 44Q: 3 clusters Score -2127770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2127774.250000 Penalty: 3172.756348
	Iteration 45Q: 3 clusters Score -2127774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2127774.750000 Penalty: 3172.756348
	Iteration 46Q: 3 clusters Score -2127775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2127773.250000 Penalty: 3172.756348
	Iteration 47Q: 3 clusters Score -2127773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2127776.750000 Penalty: 3172.756348
	Iteration 48Q: 3 clusters Score -2127777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2127779.000000 Penalty: 3172.756348
	Iteration 49Q: 3 clusters Score -2127779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2127779.500000 Penalty: 3172.756348
	Iteration 50Q: 3 clusters Score -2127780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2127785.500000 Penalty: 3172.756348
	Iteration 51Q: 3 clusters Score -2127786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2127783.750000 Penalty: 3172.756348
	Iteration 52Q: 3 clusters Score -2127784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2127785.000000 Penalty: 3172.756348
	Iteration 53Q: 3 clusters Score -2127785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2127784.750000 Penalty: 3172.756348
	Iteration 54Q: 3 clusters Score -2127785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2127786.250000 Penalty: 3172.756348
	Iteration 55Q: 3 clusters Score -2127786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2127790.000000 Penalty: 3172.756348
	Iteration 56Q: 3 clusters Score -2127790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2127787.500000 Penalty: 3172.756348
	Iteration 57Q: 3 clusters Score -2127788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2127786.750000 Penalty: 3172.756348
	Iteration 58Q: 3 clusters Score -2127787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2127789.250000 Penalty: 3172.756348
	Iteration 59Q: 3 clusters Score -2127789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2127786.750000 Penalty: 3172.756348
	Iteration 60F: 3 clusters Score -2127787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2127790.500000 Penalty: 3172.756348
	Iteration 61Q: 3 clusters Score -2127790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2127792.750000 Penalty: 3172.756348
	Iteration 62Q: 3 clusters Score -2127793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2127794.750000 Penalty: 3172.756348
	Iteration 63Q: 3 clusters Score -2127795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2127792.500000 Penalty: 3172.756348
	Iteration 64Q: 3 clusters Score -2127792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2127794.750000 Penalty: 3172.756348
	Iteration 65Q: 3 clusters Score -2127795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2127797.750000 Penalty: 3172.756348
	Iteration 66Q: 3 clusters Score -2127798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2127800.250000 Penalty: 3172.756348
	Iteration 67Q: 3 clusters Score -2127800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2127797.750000 Penalty: 3172.756348
	Iteration 68Q: 3 clusters Score -2127798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2127796.250000 Penalty: 3172.756348
	Iteration 69Q: 3 clusters Score -2127796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2127796.000000 Penalty: 3172.756348
	Iteration 70Q: 3 clusters Score -2127796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2127798.000000 Penalty: 3172.756348
	Iteration 71Q: 3 clusters Score -2127798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2127797.250000 Penalty: 3172.756348
	Iteration 72Q: 3 clusters Score -2127797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2127795.250000 Penalty: 3172.756348
	Iteration 73Q: 3 clusters Score -2127795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2127794.750000 Penalty: 3172.756348
	Iteration 74Q: 3 clusters Score -2127795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2127798.500000 Penalty: 3172.756348
	Iteration 75Q: 3 clusters Score -2127798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2127798.000000 Penalty: 3172.756348
	Iteration 76Q: 3 clusters Score -2127798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2127799.000000 Penalty: 3172.756348
	Iteration 77Q: 3 clusters Score -2127799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2127805.000000 Penalty: 3172.756348
	Iteration 78Q: 3 clusters Score -2127805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2127803.250000 Penalty: 3172.756348
	Iteration 79Q: 3 clusters Score -2127803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2127802.000000 Penalty: 3172.756348
	Iteration 80F: 3 clusters Score -2127802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2127801.000000 Penalty: 3172.756348
	Iteration 81Q: 3 clusters Score -2127801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2127800.000000 Penalty: 3172.756348
	Iteration 82Q: 3 clusters Score -2127800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2127803.250000 Penalty: 3172.756348
	Iteration 83Q: 3 clusters Score -2127803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2127810.750000 Penalty: 3172.756348
	Iteration 84Q: 3 clusters Score -2127811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2127815.500000 Penalty: 3172.756348
	Iteration 85Q: 3 clusters Score -2127816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2127814.500000 Penalty: 3172.756348
	Iteration 86Q: 3 clusters Score -2127814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2127818.250000 Penalty: 3172.756348
	Iteration 87Q: 3 clusters Score -2127818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2127818.250000 Penalty: 3172.756348
	Iteration 88Q: 3 clusters Score -2127818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2127820.000000 Penalty: 3172.756348
	Iteration 89Q: 3 clusters Score -2127820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2127822.250000 Penalty: 3172.756348
	Iteration 90Q: 3 clusters Score -2127822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2127822.750000 Penalty: 3172.756348
	Iteration 91Q: 3 clusters Score -2127823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2127824.000000 Penalty: 3172.756348
	Iteration 92Q: 3 clusters Score -2127824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2127823.500000 Penalty: 3172.756348
	Iteration 93Q: 3 clusters Score -2127824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2127823.000000 Penalty: 3172.756348
	Iteration 94Q: 3 clusters Score -2127823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2127821.750000 Penalty: 3172.756348
	Iteration 95Q: 3 clusters Score -2127822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2127821.000000 Penalty: 3172.756348
	Iteration 96Q: 3 clusters Score -2127821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2127820.000000 Penalty: 3172.756348
	Iteration 97Q: 3 clusters Score -2127820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2127822.500000 Penalty: 3172.756348
	Iteration 98Q: 3 clusters Score -2127822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2127825.750000 Penalty: 3172.756348
	Iteration 99Q: 3 clusters Score -2127826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2127825.250000 Penalty: 3172.756348
	Iteration 100F: 3 clusters Score -2127825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2127829.500000 Penalty: 3172.756348
	Iteration 101Q: 3 clusters Score -2127830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2127833.250000 Penalty: 3172.756348
	Iteration 102Q: 3 clusters Score -2127833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2127834.500000 Penalty: 3172.756348
	Iteration 103Q: 3 clusters Score -2127834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2127831.250000 Penalty: 3172.756348
	Iteration 104Q: 3 clusters Score -2127831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2127832.000000 Penalty: 3172.756348
	Iteration 105Q: 3 clusters Score -2127832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2127824.000000 Penalty: 3172.756348
	Iteration 106Q: 3 clusters Score -2127824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2127830.000000 Penalty: 3172.756348
	Iteration 107Q: 3 clusters Score -2127830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2127831.750000 Penalty: 3172.756348
	Iteration 108Q: 3 clusters Score -2127832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2127828.750000 Penalty: 3172.756348
	Iteration 109Q: 3 clusters Score -2127829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2127828.500000 Penalty: 3172.756348
	Iteration 110Q: 3 clusters Score -2127828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2127830.250000 Penalty: 3172.756348
	Iteration 111Q: 3 clusters Score -2127830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2127831.750000 Penalty: 3172.756348
	Iteration 112Q: 3 clusters Score -2127832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2127829.250000 Penalty: 3172.756348
	Iteration 113Q: 3 clusters Score -2127829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2127828.750000 Penalty: 3172.756348
	Iteration 114Q: 3 clusters Score -2127829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2127831.500000 Penalty: 3172.756348
	Iteration 115Q: 3 clusters Score -2127832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2127832.750000 Penalty: 3172.756348
	Iteration 116Q: 3 clusters Score -2127833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2127834.500000 Penalty: 3172.756348
	Iteration 117Q: 3 clusters Score -2127834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2127831.000000 Penalty: 3172.756348
	Iteration 118Q: 3 clusters Score -2127831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2127832.000000 Penalty: 3172.756348
	Iteration 119Q: 3 clusters Score -2127832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2127832.000000 Penalty: 3172.756348
	Iteration 120F: 3 clusters Score -2127832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -880582.687500 Penalty: 1442.483765
	Iteration 0F: 2 clusters Score -880582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -875303.437500 Penalty: 2884.967529
	Iteration 0F: 3 clusters Score -875303.4 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -876946.687500 Penalty: 2884.967529
	Iteration 1F: 3 clusters Score -876946.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -877238.625000 Penalty: 2884.967529
	Iteration 2F: 3 clusters Score -877238.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -877494.250000 Penalty: 2884.967529
	Iteration 3F: 3 clusters Score -877494.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -877736.000000 Penalty: 2884.967529
	Iteration 4F: 3 clusters Score -877736 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -877998.687500 Penalty: 2884.967529
	Iteration 5F: 3 clusters Score -877998.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -878271.062500 Penalty: 2884.967529
	Iteration 6F: 3 clusters Score -878271.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -878507.000000 Penalty: 2884.967529
	Iteration 7Q: 3 clusters Score -878507 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -878704.187500 Penalty: 2884.967529
	Iteration 8Q: 3 clusters Score -878704.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -878873.187500 Penalty: 2884.967529
	Iteration 9Q: 3 clusters Score -878873.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -879018.812500 Penalty: 2884.967529
	Iteration 10Q: 3 clusters Score -879018.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -879116.750000 Penalty: 2884.967529
	Iteration 11Q: 3 clusters Score -879116.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -879176.750000 Penalty: 2884.967529
	Iteration 12Q: 3 clusters Score -879176.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -879221.062500 Penalty: 2884.967529
	Iteration 13Q: 3 clusters Score -879221.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -879259.062500 Penalty: 2884.967529
	Iteration 14Q: 3 clusters Score -879259.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -879288.625000 Penalty: 2884.967529
	Iteration 15Q: 3 clusters Score -879288.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -879315.437500 Penalty: 2884.967529
	Iteration 16Q: 3 clusters Score -879315.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -879337.625000 Penalty: 2884.967529
	Iteration 17Q: 3 clusters Score -879337.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -879357.750000 Penalty: 2884.967529
	Iteration 18Q: 3 clusters Score -879357.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -879363.500000 Penalty: 2884.967529
	Iteration 19Q: 3 clusters Score -879363.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -879370.500000 Penalty: 2884.967529
	Iteration 20F: 3 clusters Score -879370.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -879377.187500 Penalty: 2884.967529
	Iteration 21Q: 3 clusters Score -879377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -879382.687500 Penalty: 2884.967529
	Iteration 22Q: 3 clusters Score -879382.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -879388.125000 Penalty: 2884.967529
	Iteration 23Q: 3 clusters Score -879388.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -879393.937500 Penalty: 2884.967529
	Iteration 24Q: 3 clusters Score -879393.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -879396.000000 Penalty: 2884.967529
	Iteration 25Q: 3 clusters Score -879396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -879395.375000 Penalty: 2884.967529
	Iteration 26Q: 3 clusters Score -879395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -879396.500000 Penalty: 2884.967529
	Iteration 27Q: 3 clusters Score -879396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -879397.000000 Penalty: 2884.967529
	Iteration 28Q: 3 clusters Score -879397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -879398.437500 Penalty: 2884.967529
	Iteration 29Q: 3 clusters Score -879398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -879400.250000 Penalty: 2884.967529
	Iteration 30Q: 3 clusters Score -879400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -879400.937500 Penalty: 2884.967529
	Iteration 31Q: 3 clusters Score -879400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -879402.375000 Penalty: 2884.967529
	Iteration 32Q: 3 clusters Score -879402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -879401.437500 Penalty: 2884.967529
	Iteration 33Q: 3 clusters Score -879401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -879404.437500 Penalty: 2884.967529
	Iteration 34Q: 3 clusters Score -879404.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -879405.437500 Penalty: 2884.967529
	Iteration 35Q: 3 clusters Score -879405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -879405.250000 Penalty: 2884.967529
	Iteration 36Q: 3 clusters Score -879405.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -879409.250000 Penalty: 2884.967529
	Iteration 37Q: 3 clusters Score -879409.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -879411.937500 Penalty: 2884.967529
	Iteration 38Q: 3 clusters Score -879411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -879412.812500 Penalty: 2884.967529
	Iteration 39Q: 3 clusters Score -879412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -879415.125000 Penalty: 2884.967529
	Iteration 40F: 3 clusters Score -879415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -879415.312500 Penalty: 2884.967529
	Iteration 41Q: 3 clusters Score -879415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -879415.875000 Penalty: 2884.967529
	Iteration 42Q: 3 clusters Score -879415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -879418.250000 Penalty: 2884.967529
	Iteration 43Q: 3 clusters Score -879418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -879419.125000 Penalty: 2884.967529
	Iteration 44Q: 3 clusters Score -879419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -879419.750000 Penalty: 2884.967529
	Iteration 45Q: 3 clusters Score -879419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -879420.812500 Penalty: 2884.967529
	Iteration 46Q: 3 clusters Score -879420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -879422.125000 Penalty: 2884.967529
	Iteration 47Q: 3 clusters Score -879422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -879420.312500 Penalty: 2884.967529
	Iteration 48Q: 3 clusters Score -879420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -879421.937500 Penalty: 2884.967529
	Iteration 49Q: 3 clusters Score -879421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -879422.562500 Penalty: 2884.967529
	Iteration 50Q: 3 clusters Score -879422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -879422.625000 Penalty: 2884.967529
	Iteration 51Q: 3 clusters Score -879422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -879421.312500 Penalty: 2884.967529
	Iteration 52Q: 3 clusters Score -879421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -879422.937500 Penalty: 2884.967529
	Iteration 53Q: 3 clusters Score -879422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -879422.500000 Penalty: 2884.967529
	Iteration 54Q: 3 clusters Score -879422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -879423.062500 Penalty: 2884.967529
	Iteration 55Q: 3 clusters Score -879423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -879423.062500 Penalty: 2884.967529
	Iteration 56F: 3 clusters Score -879423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50673.144531 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50673.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50824.082031 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50824.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50866.250000 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -50866.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50891.535156 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50891.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50912.113281 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50912.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50922.019531 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50922.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50924.503906 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -50924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50926.933594 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -50926.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50930.121094 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -50930.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50933.402344 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -50933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50933.402344 Penalty: 1989.096680
	Iteration 10F: 3 clusters Score -50933.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -140045.031250 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -140045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -138484.484375 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -138484.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -138864.703125 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -138864.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138976.984375 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -138977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139046.359375 Penalty: 2315.717041
	Iteration 3F: 3 clusters Score -139046.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -139093.406250 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -139093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -139137.796875 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -139137.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -139180.000000 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -139180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -139219.984375 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -139220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -139268.671875 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -139268.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139328.328125 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -139328.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -139361.062500 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -139361.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -139381.750000 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -139381.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139389.265625 Penalty: 2315.717041
	Iteration 12Q: 3 clusters Score -139389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139391.531250 Penalty: 2315.717041
	Iteration 13Q: 3 clusters Score -139391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139394.546875 Penalty: 2315.717041
	Iteration 14Q: 3 clusters Score -139394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139398.312500 Penalty: 2315.717041
	Iteration 15Q: 3 clusters Score -139398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -139399.921875 Penalty: 2315.717041
	Iteration 16Q: 3 clusters Score -139399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139403.375000 Penalty: 2315.717041
	Iteration 17Q: 3 clusters Score -139403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -139406.093750 Penalty: 2315.717041
	Iteration 18Q: 3 clusters Score -139406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -139410.140625 Penalty: 2315.717041
	Iteration 19Q: 3 clusters Score -139410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -139419.406250 Penalty: 2315.717041
	Iteration 20F: 3 clusters Score -139419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -139426.437500 Penalty: 2315.717041
	Iteration 21Q: 3 clusters Score -139426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -139430.343750 Penalty: 2315.717041
	Iteration 22Q: 3 clusters Score -139430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139433.593750 Penalty: 2315.717041
	Iteration 23Q: 3 clusters Score -139433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139436.437500 Penalty: 2315.717041
	Iteration 24Q: 3 clusters Score -139436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139437.765625 Penalty: 2315.717041
	Iteration 25Q: 3 clusters Score -139437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139438.515625 Penalty: 2315.717041
	Iteration 26Q: 3 clusters Score -139438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139438.515625 Penalty: 2315.717041
	Iteration 27F: 3 clusters Score -139438.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6187.465332 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6187.465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6297.751953 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6297.752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6403.540039 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -6403.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6430.211426 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6430.211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6442.301270 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -6442.301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6476.193359 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -6476.193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6478.406738 Penalty: 1717.041138
	Iteration 6Q: 3 clusters Score -6478.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6478.406738 Penalty: 1717.041138
	Iteration 7F: 3 clusters Score -6478.407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (76809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Entering Unmasked Estep 
Score: -9652491.000000 Penalty: 1827.974976
	Iteration 0F: 2 clusters Score -9652491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -9601232.000000 Penalty: 3655.949951
	Iteration 0F: 3 clusters Score -9601232 nChanged 36672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -9622441.000000 Penalty: 3655.949951
	Iteration 1F: 3 clusters Score -9622441 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -9623198.000000 Penalty: 3655.949951
	Iteration 2Q: 3 clusters Score -9623198 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -9624306.000000 Penalty: 3655.949951
	Iteration 3Q: 3 clusters Score -9624306 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9626131.000000 Penalty: 3655.949951
	Iteration 4Q: 3 clusters Score -9626131 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -9629133.000000 Penalty: 3655.949951
	Iteration 5F: 3 clusters Score -9629133 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -9634021.000000 Penalty: 3655.949951
	Iteration 6F: 3 clusters Score -9634021 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -9640089.000000 Penalty: 3655.949951
	Iteration 7F: 3 clusters Score -9640089 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -9645426.000000 Penalty: 3655.949951
	Iteration 8F: 3 clusters Score -9645426 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -9648600.000000 Penalty: 3655.949951
	Iteration 9Q: 3 clusters Score -9648600 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -9649979.000000 Penalty: 3655.949951
	Iteration 10Q: 3 clusters Score -9649979 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -9650514.000000 Penalty: 3655.949951
	Iteration 11Q: 3 clusters Score -9650514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -9650707.000000 Penalty: 3655.949951
	Iteration 12Q: 3 clusters Score -9650707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -9650785.000000 Penalty: 3655.949951
	Iteration 13Q: 3 clusters Score -9650785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -9650826.000000 Penalty: 3655.949951
	Iteration 14Q: 3 clusters Score -9650826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -9650852.000000 Penalty: 3655.949951
	Iteration 15Q: 3 clusters Score -9650852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -9650870.000000 Penalty: 3655.949951
	Iteration 16Q: 3 clusters Score -9650870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -9650871.000000 Penalty: 3655.949951
	Iteration 17Q: 3 clusters Score -9650871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -9650893.000000 Penalty: 3655.949951
	Iteration 18Q: 3 clusters Score -9650893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -9650901.000000 Penalty: 3655.949951
	Iteration 19Q: 3 clusters Score -9650901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -9650902.000000 Penalty: 3655.949951
	Iteration 20F: 3 clusters Score -9650902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -9650904.000000 Penalty: 3655.949951
	Iteration 21Q: 3 clusters Score -9650904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -9650909.000000 Penalty: 3655.949951
	Iteration 22Q: 3 clusters Score -9650909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -9650922.000000 Penalty: 3655.949951
	Iteration 23Q: 3 clusters Score -9650922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -9650923.000000 Penalty: 3655.949951
	Iteration 24Q: 3 clusters Score -9650923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -9650931.000000 Penalty: 3655.949951
	Iteration 25Q: 3 clusters Score -9650931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -9650945.000000 Penalty: 3655.949951
	Iteration 26Q: 3 clusters Score -9650945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -9650944.000000 Penalty: 3655.949951
	Iteration 27Q: 3 clusters Score -9650944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -9650943.000000 Penalty: 3655.949951
	Iteration 28Q: 3 clusters Score -9650943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -9650941.000000 Penalty: 3655.949951
	Iteration 29Q: 3 clusters Score -9650941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -9650940.000000 Penalty: 3655.949951
	Iteration 30Q: 3 clusters Score -9650940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -9650940.000000 Penalty: 3655.949951
	Iteration 31F: 3 clusters Score -9650940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50038.003906 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50174.785156 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50174.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50221.949219 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -50221.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50237.820312 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50237.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50245.304688 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50248.300781 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50253.941406 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50253.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50254.917969 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50254.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50254.917969 Penalty: 1981.143066
	Iteration 8F: 3 clusters Score -50254.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -648172.500000 Penalty: 1384.530640
	Iteration 0F: 2 clusters Score -648172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -644146.250000 Penalty: 2769.061279
	Iteration 0F: 3 clusters Score -644146.2 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -645221.625000 Penalty: 2769.061279
	Iteration 1F: 3 clusters Score -645221.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -645399.312500 Penalty: 2769.061279
	Iteration 2F: 3 clusters Score -645399.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -645532.937500 Penalty: 2769.061279
	Iteration 3F: 3 clusters Score -645532.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -645659.062500 Penalty: 2769.061279
	Iteration 4Q: 3 clusters Score -645659.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -645766.750000 Penalty: 2769.061279
	Iteration 5Q: 3 clusters Score -645766.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -645882.875000 Penalty: 2769.061279
	Iteration 6Q: 3 clusters Score -645882.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -646000.750000 Penalty: 2769.061279
	Iteration 7Q: 3 clusters Score -646000.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -646095.375000 Penalty: 2769.061279
	Iteration 8Q: 3 clusters Score -646095.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -646203.000000 Penalty: 2769.061279
	Iteration 9Q: 3 clusters Score -646203 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -646300.375000 Penalty: 2769.061279
	Iteration 10Q: 3 clusters Score -646300.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -646401.500000 Penalty: 2769.061279
	Iteration 11Q: 3 clusters Score -646401.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -646492.750000 Penalty: 2769.061279
	Iteration 12Q: 3 clusters Score -646492.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -646566.500000 Penalty: 2769.061279
	Iteration 13Q: 3 clusters Score -646566.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -646638.437500 Penalty: 2769.061279
	Iteration 14Q: 3 clusters Score -646638.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -646701.437500 Penalty: 2769.061279
	Iteration 15Q: 3 clusters Score -646701.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -646742.687500 Penalty: 2769.061279
	Iteration 16Q: 3 clusters Score -646742.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -646781.812500 Penalty: 2769.061279
	Iteration 17Q: 3 clusters Score -646781.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -646809.562500 Penalty: 2769.061279
	Iteration 18Q: 3 clusters Score -646809.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -646825.500000 Penalty: 2769.061279
	Iteration 19Q: 3 clusters Score -646825.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -646841.875000 Penalty: 2769.061279
	Iteration 20F: 3 clusters Score -646841.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -646864.187500 Penalty: 2769.061279
	Iteration 21Q: 3 clusters Score -646864.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -646875.000000 Penalty: 2769.061279
	Iteration 22Q: 3 clusters Score -646875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -646882.250000 Penalty: 2769.061279
	Iteration 23Q: 3 clusters Score -646882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -646887.250000 Penalty: 2769.061279
	Iteration 24Q: 3 clusters Score -646887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -646892.375000 Penalty: 2769.061279
	Iteration 25Q: 3 clusters Score -646892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -646896.937500 Penalty: 2769.061279
	Iteration 26Q: 3 clusters Score -646896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -646900.875000 Penalty: 2769.061279
	Iteration 27Q: 3 clusters Score -646900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -646903.937500 Penalty: 2769.061279
	Iteration 28Q: 3 clusters Score -646903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -646903.312500 Penalty: 2769.061279
	Iteration 29Q: 3 clusters Score -646903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -646904.187500 Penalty: 2769.061279
	Iteration 30Q: 3 clusters Score -646904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -646906.062500 Penalty: 2769.061279
	Iteration 31Q: 3 clusters Score -646906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -646908.000000 Penalty: 2769.061279
	Iteration 32Q: 3 clusters Score -646908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -646908.750000 Penalty: 2769.061279
	Iteration 33Q: 3 clusters Score -646908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -646909.812500 Penalty: 2769.061279
	Iteration 34Q: 3 clusters Score -646909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -646909.812500 Penalty: 2769.061279
	Iteration 35F: 3 clusters Score -646909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Entering Unmasked Estep 
Score: -1826110.375000 Penalty: 1554.210449
	Iteration 0F: 2 clusters Score -1826110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1816186.625000 Penalty: 3108.420898
	Iteration 0F: 3 clusters Score -1816187 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1819630.250000 Penalty: 3108.420898
	Iteration 1F: 3 clusters Score -1819630 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1820037.625000 Penalty: 3108.420898
	Iteration 2F: 3 clusters Score -1820038 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1820377.125000 Penalty: 3108.420898
	Iteration 3F: 3 clusters Score -1820377 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1820622.500000 Penalty: 3108.420898
	Iteration 4Q: 3 clusters Score -1820622 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1820811.750000 Penalty: 3108.420898
	Iteration 5Q: 3 clusters Score -1820812 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1820980.000000 Penalty: 3108.420898
	Iteration 6Q: 3 clusters Score -1820980 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1821191.750000 Penalty: 3108.420898
	Iteration 7Q: 3 clusters Score -1821192 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1821425.750000 Penalty: 3108.420898
	Iteration 8Q: 3 clusters Score -1821426 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1821708.500000 Penalty: 3108.420898
	Iteration 9Q: 3 clusters Score -1821708 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1821990.375000 Penalty: 3108.420898
	Iteration 10Q: 3 clusters Score -1821990 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1822226.375000 Penalty: 3108.420898
	Iteration 11Q: 3 clusters Score -1822226 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1822426.750000 Penalty: 3108.420898
	Iteration 12Q: 3 clusters Score -1822427 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1822566.750000 Penalty: 3108.420898
	Iteration 13Q: 3 clusters Score -1822567 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1822667.250000 Penalty: 3108.420898
	Iteration 14Q: 3 clusters Score -1822667 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1822725.625000 Penalty: 3108.420898
	Iteration 15Q: 3 clusters Score -1822726 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1822771.625000 Penalty: 3108.420898
	Iteration 16Q: 3 clusters Score -1822772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1822797.125000 Penalty: 3108.420898
	Iteration 17Q: 3 clusters Score -1822797 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1822815.000000 Penalty: 3108.420898
	Iteration 18Q: 3 clusters Score -1822815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1822830.500000 Penalty: 3108.420898
	Iteration 19Q: 3 clusters Score -1822830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1822844.375000 Penalty: 3108.420898
	Iteration 20F: 3 clusters Score -1822844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1822853.750000 Penalty: 3108.420898
	Iteration 21Q: 3 clusters Score -1822854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1822864.875000 Penalty: 3108.420898
	Iteration 22Q: 3 clusters Score -1822865 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1822877.500000 Penalty: 3108.420898
	Iteration 23Q: 3 clusters Score -1822878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1822887.500000 Penalty: 3108.420898
	Iteration 24Q: 3 clusters Score -1822888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1822892.000000 Penalty: 3108.420898
	Iteration 25Q: 3 clusters Score -1822892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1822898.750000 Penalty: 3108.420898
	Iteration 26Q: 3 clusters Score -1822899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1822909.250000 Penalty: 3108.420898
	Iteration 27Q: 3 clusters Score -1822909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1822915.500000 Penalty: 3108.420898
	Iteration 28Q: 3 clusters Score -1822916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1822917.375000 Penalty: 3108.420898
	Iteration 29Q: 3 clusters Score -1822917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1822918.375000 Penalty: 3108.420898
	Iteration 30Q: 3 clusters Score -1822918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1822920.625000 Penalty: 3108.420898
	Iteration 31Q: 3 clusters Score -1822921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1822927.125000 Penalty: 3108.420898
	Iteration 32Q: 3 clusters Score -1822927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1822930.250000 Penalty: 3108.420898
	Iteration 33Q: 3 clusters Score -1822930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1822938.875000 Penalty: 3108.420898
	Iteration 34Q: 3 clusters Score -1822939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1822943.500000 Penalty: 3108.420898
	Iteration 35Q: 3 clusters Score -1822944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1822952.125000 Penalty: 3108.420898
	Iteration 36Q: 3 clusters Score -1822952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1822953.625000 Penalty: 3108.420898
	Iteration 37Q: 3 clusters Score -1822954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1822964.250000 Penalty: 3108.420898
	Iteration 38Q: 3 clusters Score -1822964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1822963.375000 Penalty: 3108.420898
	Iteration 39Q: 3 clusters Score -1822963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1822963.875000 Penalty: 3108.420898
	Iteration 40F: 3 clusters Score -1822964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1822964.625000 Penalty: 3108.420898
	Iteration 41Q: 3 clusters Score -1822965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1822967.625000 Penalty: 3108.420898
	Iteration 42Q: 3 clusters Score -1822968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1822976.375000 Penalty: 3108.420898
	Iteration 43Q: 3 clusters Score -1822976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1822979.625000 Penalty: 3108.420898
	Iteration 44Q: 3 clusters Score -1822980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1822983.000000 Penalty: 3108.420898
	Iteration 45Q: 3 clusters Score -1822983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1822986.000000 Penalty: 3108.420898
	Iteration 46Q: 3 clusters Score -1822986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1822991.750000 Penalty: 3108.420898
	Iteration 47Q: 3 clusters Score -1822992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1822990.125000 Penalty: 3108.420898
	Iteration 48Q: 3 clusters Score -1822990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1822993.750000 Penalty: 3108.420898
	Iteration 49Q: 3 clusters Score -1822994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1822996.875000 Penalty: 3108.420898
	Iteration 50Q: 3 clusters Score -1822997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1823001.875000 Penalty: 3108.420898
	Iteration 51Q: 3 clusters Score -1823002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1823002.500000 Penalty: 3108.420898
	Iteration 52Q: 3 clusters Score -1823002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1823004.625000 Penalty: 3108.420898
	Iteration 53Q: 3 clusters Score -1823005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1823003.875000 Penalty: 3108.420898
	Iteration 54Q: 3 clusters Score -1823004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1823008.250000 Penalty: 3108.420898
	Iteration 55Q: 3 clusters Score -1823008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1823013.500000 Penalty: 3108.420898
	Iteration 56Q: 3 clusters Score -1823014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1823010.500000 Penalty: 3108.420898
	Iteration 57Q: 3 clusters Score -1823010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1823014.250000 Penalty: 3108.420898
	Iteration 58Q: 3 clusters Score -1823014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1823016.250000 Penalty: 3108.420898
	Iteration 59Q: 3 clusters Score -1823016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1823015.125000 Penalty: 3108.420898
	Iteration 60F: 3 clusters Score -1823015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1823015.125000 Penalty: 3108.420898
	Iteration 61Q: 3 clusters Score -1823015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1823023.875000 Penalty: 3108.420898
	Iteration 62Q: 3 clusters Score -1823024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1823023.750000 Penalty: 3108.420898
	Iteration 63Q: 3 clusters Score -1823024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1823027.125000 Penalty: 3108.420898
	Iteration 64Q: 3 clusters Score -1823027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1823035.000000 Penalty: 3108.420898
	Iteration 65Q: 3 clusters Score -1823035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1823037.625000 Penalty: 3108.420898
	Iteration 66Q: 3 clusters Score -1823038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1823040.625000 Penalty: 3108.420898
	Iteration 67Q: 3 clusters Score -1823041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1823046.125000 Penalty: 3108.420898
	Iteration 68Q: 3 clusters Score -1823046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1823058.000000 Penalty: 3108.420898
	Iteration 69Q: 3 clusters Score -1823058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1823061.625000 Penalty: 3108.420898
	Iteration 70Q: 3 clusters Score -1823062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1823074.250000 Penalty: 3108.420898
	Iteration 71Q: 3 clusters Score -1823074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1823082.875000 Penalty: 3108.420898
	Iteration 72Q: 3 clusters Score -1823083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1823086.500000 Penalty: 3108.420898
	Iteration 73Q: 3 clusters Score -1823086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1823090.500000 Penalty: 3108.420898
	Iteration 74Q: 3 clusters Score -1823090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1823104.125000 Penalty: 3108.420898
	Iteration 75Q: 3 clusters Score -1823104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1823106.250000 Penalty: 3108.420898
	Iteration 76Q: 3 clusters Score -1823106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1823122.750000 Penalty: 3108.420898
	Iteration 77Q: 3 clusters Score -1823123 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1823144.875000 Penalty: 3108.420898
	Iteration 78Q: 3 clusters Score -1823145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1823163.625000 Penalty: 3108.420898
	Iteration 79Q: 3 clusters Score -1823164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1823187.625000 Penalty: 3108.420898
	Iteration 80F: 3 clusters Score -1823188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1823212.625000 Penalty: 3108.420898
	Iteration 81Q: 3 clusters Score -1823213 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1823230.375000 Penalty: 3108.420898
	Iteration 82Q: 3 clusters Score -1823230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1823261.500000 Penalty: 3108.420898
	Iteration 83Q: 3 clusters Score -1823262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1823284.750000 Penalty: 3108.420898
	Iteration 84Q: 3 clusters Score -1823285 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1823313.625000 Penalty: 3108.420898
	Iteration 85Q: 3 clusters Score -1823314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1823344.250000 Penalty: 3108.420898
	Iteration 86Q: 3 clusters Score -1823344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1823383.875000 Penalty: 3108.420898
	Iteration 87Q: 3 clusters Score -1823384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1823430.250000 Penalty: 3108.420898
	Iteration 88Q: 3 clusters Score -1823430 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1823472.750000 Penalty: 3108.420898
	Iteration 89Q: 3 clusters Score -1823473 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1823509.375000 Penalty: 3108.420898
	Iteration 90Q: 3 clusters Score -1823509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1823544.750000 Penalty: 3108.420898
	Iteration 91Q: 3 clusters Score -1823545 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1823593.125000 Penalty: 3108.420898
	Iteration 92Q: 3 clusters Score -1823593 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1823649.250000 Penalty: 3108.420898
	Iteration 93Q: 3 clusters Score -1823649 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1823704.000000 Penalty: 3108.420898
	Iteration 94Q: 3 clusters Score -1823704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1823756.875000 Penalty: 3108.420898
	Iteration 95Q: 3 clusters Score -1823757 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1823801.375000 Penalty: 3108.420898
	Iteration 96Q: 3 clusters Score -1823801 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1823865.375000 Penalty: 3108.420898
	Iteration 97Q: 3 clusters Score -1823865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1823917.375000 Penalty: 3108.420898
	Iteration 98Q: 3 clusters Score -1823917 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1823980.500000 Penalty: 3108.420898
	Iteration 99Q: 3 clusters Score -1823980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1824030.125000 Penalty: 3108.420898
	Iteration 100F: 3 clusters Score -1824030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1824089.125000 Penalty: 3108.420898
	Iteration 101Q: 3 clusters Score -1824089 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1824147.500000 Penalty: 3108.420898
	Iteration 102Q: 3 clusters Score -1824148 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1824205.500000 Penalty: 3108.420898
	Iteration 103Q: 3 clusters Score -1824206 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1824263.250000 Penalty: 3108.420898
	Iteration 104Q: 3 clusters Score -1824263 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1824318.125000 Penalty: 3108.420898
	Iteration 105Q: 3 clusters Score -1824318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1824354.625000 Penalty: 3108.420898
	Iteration 106Q: 3 clusters Score -1824355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1824397.375000 Penalty: 3108.420898
	Iteration 107Q: 3 clusters Score -1824397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1824424.375000 Penalty: 3108.420898
	Iteration 108Q: 3 clusters Score -1824424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1824439.250000 Penalty: 3108.420898
	Iteration 109Q: 3 clusters Score -1824439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1824469.125000 Penalty: 3108.420898
	Iteration 110Q: 3 clusters Score -1824469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1824494.000000 Penalty: 3108.420898
	Iteration 111Q: 3 clusters Score -1824494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1824525.375000 Penalty: 3108.420898
	Iteration 112Q: 3 clusters Score -1824525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1824556.000000 Penalty: 3108.420898
	Iteration 113Q: 3 clusters Score -1824556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1824594.875000 Penalty: 3108.420898
	Iteration 114Q: 3 clusters Score -1824595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1824618.375000 Penalty: 3108.420898
	Iteration 115Q: 3 clusters Score -1824618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1824641.625000 Penalty: 3108.420898
	Iteration 116Q: 3 clusters Score -1824642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1824652.500000 Penalty: 3108.420898
	Iteration 117Q: 3 clusters Score -1824652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1824666.000000 Penalty: 3108.420898
	Iteration 118Q: 3 clusters Score -1824666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1824676.125000 Penalty: 3108.420898
	Iteration 119Q: 3 clusters Score -1824676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1824684.250000 Penalty: 3108.420898
	Iteration 120F: 3 clusters Score -1824684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1824693.875000 Penalty: 3108.420898
	Iteration 121Q: 3 clusters Score -1824694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1824698.875000 Penalty: 3108.420898
	Iteration 122Q: 3 clusters Score -1824699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1824707.500000 Penalty: 3108.420898
	Iteration 123Q: 3 clusters Score -1824708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1824714.500000 Penalty: 3108.420898
	Iteration 124Q: 3 clusters Score -1824714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1824724.625000 Penalty: 3108.420898
	Iteration 125Q: 3 clusters Score -1824725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1824729.250000 Penalty: 3108.420898
	Iteration 126Q: 3 clusters Score -1824729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1824733.125000 Penalty: 3108.420898
	Iteration 127Q: 3 clusters Score -1824733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1824741.000000 Penalty: 3108.420898
	Iteration 128Q: 3 clusters Score -1824741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1824745.625000 Penalty: 3108.420898
	Iteration 129Q: 3 clusters Score -1824746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1824747.250000 Penalty: 3108.420898
	Iteration 130Q: 3 clusters Score -1824747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1824748.000000 Penalty: 3108.420898
	Iteration 131Q: 3 clusters Score -1824748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1824755.875000 Penalty: 3108.420898
	Iteration 132Q: 3 clusters Score -1824756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1824755.500000 Penalty: 3108.420898
	Iteration 133Q: 3 clusters Score -1824756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1824755.375000 Penalty: 3108.420898
	Iteration 134Q: 3 clusters Score -1824755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1824756.000000 Penalty: 3108.420898
	Iteration 135Q: 3 clusters Score -1824756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1824756.000000 Penalty: 3108.420898
	Iteration 136F: 3 clusters Score -1824756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127587 members 
Entering Unmasked Estep 
Score: -16164728.000000 Penalty: 1910.439941
	Iteration 0F: 2 clusters Score -1.616473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -16096004.000000 Penalty: 3820.879883
	Iteration 0F: 3 clusters Score -1.6096e+07 nChanged 61573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -16132557.000000 Penalty: 3820.879883
	Iteration 1F: 3 clusters Score -1.613256e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -16133873.000000 Penalty: 3820.879883
	Iteration 2Q: 3 clusters Score -1.613387e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -16135814.000000 Penalty: 3820.879883
	Iteration 3Q: 3 clusters Score -1.613581e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -16138519.000000 Penalty: 3820.879883
	Iteration 4Q: 3 clusters Score -1.613852e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -16142689.000000 Penalty: 3820.879883
	Iteration 5F: 3 clusters Score -1.614269e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -16148563.000000 Penalty: 3820.879883
	Iteration 6F: 3 clusters Score -1.614856e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -16155326.000000 Penalty: 3820.879883
	Iteration 7F: 3 clusters Score -1.615533e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -16160331.000000 Penalty: 3820.879883
	Iteration 8F: 3 clusters Score -1.616033e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -16162815.000000 Penalty: 3820.879883
	Iteration 9Q: 3 clusters Score -1.616282e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -16164197.000000 Penalty: 3820.879883
	Iteration 10Q: 3 clusters Score -1.61642e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -16165365.000000 Penalty: 3820.879883
	Iteration 11Q: 3 clusters Score -1.616536e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -16166427.000000 Penalty: 3820.879883
	Iteration 12Q: 3 clusters Score -1.616643e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -16167529.000000 Penalty: 3820.879883
	Iteration 13Q: 3 clusters Score -1.616753e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -16168830.000000 Penalty: 3820.879883
	Iteration 14Q: 3 clusters Score -1.616883e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -16169972.000000 Penalty: 3820.879883
	Iteration 15Q: 3 clusters Score -1.616997e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -16170715.000000 Penalty: 3820.879883
	Iteration 16Q: 3 clusters Score -1.617072e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -16171563.000000 Penalty: 3820.879883
	Iteration 17Q: 3 clusters Score -1.617156e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -16172098.000000 Penalty: 3820.879883
	Iteration 18Q: 3 clusters Score -1.61721e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -16172563.000000 Penalty: 3820.879883
	Iteration 19Q: 3 clusters Score -1.617256e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -16172866.000000 Penalty: 3820.879883
	Iteration 20F: 3 clusters Score -1.617287e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -16173036.000000 Penalty: 3820.879883
	Iteration 21Q: 3 clusters Score -1.617304e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -16173200.000000 Penalty: 3820.879883
	Iteration 22Q: 3 clusters Score -1.61732e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -16173265.000000 Penalty: 3820.879883
	Iteration 23Q: 3 clusters Score -1.617326e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -16173436.000000 Penalty: 3820.879883
	Iteration 24Q: 3 clusters Score -1.617344e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -16173462.000000 Penalty: 3820.879883
	Iteration 25Q: 3 clusters Score -1.617346e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -16173426.000000 Penalty: 3820.879883
	Iteration 26Q: 3 clusters Score -1.617343e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -16173398.000000 Penalty: 3820.879883
	Iteration 27Q: 3 clusters Score -1.61734e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -16173430.000000 Penalty: 3820.879883
	Iteration 28Q: 3 clusters Score -1.617343e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -16173434.000000 Penalty: 3820.879883
	Iteration 29Q: 3 clusters Score -1.617343e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -16173422.000000 Penalty: 3820.879883
	Iteration 30Q: 3 clusters Score -1.617342e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -16173413.000000 Penalty: 3820.879883
	Iteration 31Q: 3 clusters Score -1.617341e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -16173425.000000 Penalty: 3820.879883
	Iteration 32Q: 3 clusters Score -1.617342e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -16173459.000000 Penalty: 3820.879883
	Iteration 33Q: 3 clusters Score -1.617346e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -16173471.000000 Penalty: 3820.879883
	Iteration 34Q: 3 clusters Score -1.617347e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -16173507.000000 Penalty: 3820.879883
	Iteration 35Q: 3 clusters Score -1.617351e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -16173490.000000 Penalty: 3820.879883
	Iteration 36Q: 3 clusters Score -1.617349e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -16173528.000000 Penalty: 3820.879883
	Iteration 37Q: 3 clusters Score -1.617353e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -16173550.000000 Penalty: 3820.879883
	Iteration 38Q: 3 clusters Score -1.617355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -16173526.000000 Penalty: 3820.879883
	Iteration 39Q: 3 clusters Score -1.617353e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -16173505.000000 Penalty: 3820.879883
	Iteration 40F: 3 clusters Score -1.61735e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -16173532.000000 Penalty: 3820.879883
	Iteration 41Q: 3 clusters Score -1.617353e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -16173558.000000 Penalty: 3820.879883
	Iteration 42Q: 3 clusters Score -1.617356e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -16173547.000000 Penalty: 3820.879883
	Iteration 43Q: 3 clusters Score -1.617355e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -16173566.000000 Penalty: 3820.879883
	Iteration 44Q: 3 clusters Score -1.617357e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -16173582.000000 Penalty: 3820.879883
	Iteration 45Q: 3 clusters Score -1.617358e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -16173553.000000 Penalty: 3820.879883
	Iteration 46Q: 3 clusters Score -1.617355e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -16173553.000000 Penalty: 3820.879883
	Iteration 47Q: 3 clusters Score -1.617355e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -16173553.000000 Penalty: 3820.879883
	Iteration 48Q: 3 clusters Score -1.617355e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -16173556.000000 Penalty: 3820.879883
	Iteration 49Q: 3 clusters Score -1.617356e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -16173516.000000 Penalty: 3820.879883
	Iteration 50Q: 3 clusters Score -1.617352e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -16173519.000000 Penalty: 3820.879883
	Iteration 51Q: 3 clusters Score -1.617352e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -16173503.000000 Penalty: 3820.879883
	Iteration 52Q: 3 clusters Score -1.61735e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -16173498.000000 Penalty: 3820.879883
	Iteration 53Q: 3 clusters Score -1.61735e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -16173502.000000 Penalty: 3820.879883
	Iteration 54Q: 3 clusters Score -1.61735e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -16173499.000000 Penalty: 3820.879883
	Iteration 55Q: 3 clusters Score -1.61735e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -16173520.000000 Penalty: 3820.879883
	Iteration 56Q: 3 clusters Score -1.617352e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -16173539.000000 Penalty: 3820.879883
	Iteration 57Q: 3 clusters Score -1.617354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -16173549.000000 Penalty: 3820.879883
	Iteration 58Q: 3 clusters Score -1.617355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -16173543.000000 Penalty: 3820.879883
	Iteration 59Q: 3 clusters Score -1.617354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -16173536.000000 Penalty: 3820.879883
	Iteration 60F: 3 clusters Score -1.617354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -16173523.000000 Penalty: 3820.879883
	Iteration 61Q: 3 clusters Score -1.617352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -16173521.000000 Penalty: 3820.879883
	Iteration 62Q: 3 clusters Score -1.617352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -16173531.000000 Penalty: 3820.879883
	Iteration 63Q: 3 clusters Score -1.617353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -16173522.000000 Penalty: 3820.879883
	Iteration 64Q: 3 clusters Score -1.617352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -16173522.000000 Penalty: 3820.879883
	Iteration 65Q: 3 clusters Score -1.617352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -16173519.000000 Penalty: 3820.879883
	Iteration 66Q: 3 clusters Score -1.617352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -16173506.000000 Penalty: 3820.879883
	Iteration 67Q: 3 clusters Score -1.617351e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -16173525.000000 Penalty: 3820.879883
	Iteration 68Q: 3 clusters Score -1.617352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -16173504.000000 Penalty: 3820.879883
	Iteration 69Q: 3 clusters Score -1.61735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -16173504.000000 Penalty: 3820.879883
	Iteration 70Q: 3 clusters Score -1.61735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -16173491.000000 Penalty: 3820.879883
	Iteration 71Q: 3 clusters Score -1.617349e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -16173484.000000 Penalty: 3820.879883
	Iteration 72Q: 3 clusters Score -1.617348e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -16173480.000000 Penalty: 3820.879883
	Iteration 73Q: 3 clusters Score -1.617348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -16173451.000000 Penalty: 3820.879883
	Iteration 74Q: 3 clusters Score -1.617345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -16173446.000000 Penalty: 3820.879883
	Iteration 75Q: 3 clusters Score -1.617345e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -16173434.000000 Penalty: 3820.879883
	Iteration 76Q: 3 clusters Score -1.617343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -16173464.000000 Penalty: 3820.879883
	Iteration 77Q: 3 clusters Score -1.617346e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -16173437.000000 Penalty: 3820.879883
	Iteration 78Q: 3 clusters Score -1.617344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -16173442.000000 Penalty: 3820.879883
	Iteration 79Q: 3 clusters Score -1.617344e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -16173459.000000 Penalty: 3820.879883
	Iteration 80F: 3 clusters Score -1.617346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -16173450.000000 Penalty: 3820.879883
	Iteration 81Q: 3 clusters Score -1.617345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -16173450.000000 Penalty: 3820.879883
	Iteration 82Q: 3 clusters Score -1.617345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -16173459.000000 Penalty: 3820.879883
	Iteration 83Q: 3 clusters Score -1.617346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -16173459.000000 Penalty: 3820.879883
	Iteration 84Q: 3 clusters Score -1.617346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -16173463.000000 Penalty: 3820.879883
	Iteration 85Q: 3 clusters Score -1.617346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -16173454.000000 Penalty: 3820.879883
	Iteration 86Q: 3 clusters Score -1.617345e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -16173451.000000 Penalty: 3820.879883
	Iteration 87Q: 3 clusters Score -1.617345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -16173451.000000 Penalty: 3820.879883
	Iteration 88Q: 3 clusters Score -1.617345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -16173430.000000 Penalty: 3820.879883
	Iteration 89Q: 3 clusters Score -1.617343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -16173425.000000 Penalty: 3820.879883
	Iteration 90Q: 3 clusters Score -1.617342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -16173443.000000 Penalty: 3820.879883
	Iteration 91Q: 3 clusters Score -1.617344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -16173458.000000 Penalty: 3820.879883
	Iteration 92Q: 3 clusters Score -1.617346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -16173451.000000 Penalty: 3820.879883
	Iteration 93Q: 3 clusters Score -1.617345e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -16173468.000000 Penalty: 3820.879883
	Iteration 94Q: 3 clusters Score -1.617347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -16173469.000000 Penalty: 3820.879883
	Iteration 95Q: 3 clusters Score -1.617347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -16173470.000000 Penalty: 3820.879883
	Iteration 96Q: 3 clusters Score -1.617347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -16173457.000000 Penalty: 3820.879883
	Iteration 97Q: 3 clusters Score -1.617346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -16173445.000000 Penalty: 3820.879883
	Iteration 98Q: 3 clusters Score -1.617344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -16173461.000000 Penalty: 3820.879883
	Iteration 99Q: 3 clusters Score -1.617346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -16173467.000000 Penalty: 3820.879883
	Iteration 100F: 3 clusters Score -1.617347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -16173468.000000 Penalty: 3820.879883
	Iteration 101Q: 3 clusters Score -1.617347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -16173474.000000 Penalty: 3820.879883
	Iteration 102Q: 3 clusters Score -1.617347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -16173477.000000 Penalty: 3820.879883
	Iteration 103Q: 3 clusters Score -1.617348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -16173473.000000 Penalty: 3820.879883
	Iteration 104Q: 3 clusters Score -1.617347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -16173485.000000 Penalty: 3820.879883
	Iteration 105Q: 3 clusters Score -1.617348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -16173467.000000 Penalty: 3820.879883
	Iteration 106Q: 3 clusters Score -1.617347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -16173479.000000 Penalty: 3820.879883
	Iteration 107Q: 3 clusters Score -1.617348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -16173478.000000 Penalty: 3820.879883
	Iteration 108Q: 3 clusters Score -1.617348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -16173465.000000 Penalty: 3820.879883
	Iteration 109Q: 3 clusters Score -1.617346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -16173474.000000 Penalty: 3820.879883
	Iteration 110Q: 3 clusters Score -1.617347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -16173477.000000 Penalty: 3820.879883
	Iteration 111Q: 3 clusters Score -1.617348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -16173463.000000 Penalty: 3820.879883
	Iteration 112Q: 3 clusters Score -1.617346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -16173460.000000 Penalty: 3820.879883
	Iteration 113Q: 3 clusters Score -1.617346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -16173471.000000 Penalty: 3820.879883
	Iteration 114Q: 3 clusters Score -1.617347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -16173456.000000 Penalty: 3820.879883
	Iteration 115Q: 3 clusters Score -1.617346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -16173463.000000 Penalty: 3820.879883
	Iteration 116Q: 3 clusters Score -1.617346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -16173466.000000 Penalty: 3820.879883
	Iteration 117Q: 3 clusters Score -1.617347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -16173454.000000 Penalty: 3820.879883
	Iteration 118Q: 3 clusters Score -1.617345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -16173455.000000 Penalty: 3820.879883
	Iteration 119Q: 3 clusters Score -1.617346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -16173437.000000 Penalty: 3820.879883
	Iteration 120F: 3 clusters Score -1.617344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -16173456.000000 Penalty: 3820.879883
	Iteration 121Q: 3 clusters Score -1.617346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -16173456.000000 Penalty: 3820.879883
	Iteration 122Q: 3 clusters Score -1.617346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -16173465.000000 Penalty: 3820.879883
	Iteration 123Q: 3 clusters Score -1.617346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -16173470.000000 Penalty: 3820.879883
	Iteration 124Q: 3 clusters Score -1.617347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -16173461.000000 Penalty: 3820.879883
	Iteration 125Q: 3 clusters Score -1.617346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -16173455.000000 Penalty: 3820.879883
	Iteration 126Q: 3 clusters Score -1.617346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -16173455.000000 Penalty: 3820.879883
	Iteration 127Q: 3 clusters Score -1.617346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -16173466.000000 Penalty: 3820.879883
	Iteration 128Q: 3 clusters Score -1.617347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -16173447.000000 Penalty: 3820.879883
	Iteration 129Q: 3 clusters Score -1.617345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -16173466.000000 Penalty: 3820.879883
	Iteration 130Q: 3 clusters Score -1.617347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -16173463.000000 Penalty: 3820.879883
	Iteration 131Q: 3 clusters Score -1.617346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -16173463.000000 Penalty: 3820.879883
	Iteration 132Q: 3 clusters Score -1.617346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -16173452.000000 Penalty: 3820.879883
	Iteration 133Q: 3 clusters Score -1.617345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -16173440.000000 Penalty: 3820.879883
	Iteration 134Q: 3 clusters Score -1.617344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -16173439.000000 Penalty: 3820.879883
	Iteration 135Q: 3 clusters Score -1.617344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -16173425.000000 Penalty: 3820.879883
	Iteration 136Q: 3 clusters Score -1.617342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -16173424.000000 Penalty: 3820.879883
	Iteration 137Q: 3 clusters Score -1.617342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -16173412.000000 Penalty: 3820.879883
	Iteration 138Q: 3 clusters Score -1.617341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -16173407.000000 Penalty: 3820.879883
	Iteration 139Q: 3 clusters Score -1.617341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -16173412.000000 Penalty: 3820.879883
	Iteration 140F: 3 clusters Score -1.617341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -16173411.000000 Penalty: 3820.879883
	Iteration 141Q: 3 clusters Score -1.617341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -16173432.000000 Penalty: 3820.879883
	Iteration 142Q: 3 clusters Score -1.617343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -16173425.000000 Penalty: 3820.879883
	Iteration 143Q: 3 clusters Score -1.617342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -16173407.000000 Penalty: 3820.879883
	Iteration 144Q: 3 clusters Score -1.617341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -16173410.000000 Penalty: 3820.879883
	Iteration 145Q: 3 clusters Score -1.617341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -16173431.000000 Penalty: 3820.879883
	Iteration 146Q: 3 clusters Score -1.617343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -16173438.000000 Penalty: 3820.879883
	Iteration 147Q: 3 clusters Score -1.617344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -16173426.000000 Penalty: 3820.879883
	Iteration 148Q: 3 clusters Score -1.617343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -16173431.000000 Penalty: 3820.879883
	Iteration 149Q: 3 clusters Score -1.617343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -16173413.000000 Penalty: 3820.879883
	Iteration 150Q: 3 clusters Score -1.617341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -16173411.000000 Penalty: 3820.879883
	Iteration 151Q: 3 clusters Score -1.617341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -16173408.000000 Penalty: 3820.879883
	Iteration 152Q: 3 clusters Score -1.617341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -16173429.000000 Penalty: 3820.879883
	Iteration 153Q: 3 clusters Score -1.617343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -16173420.000000 Penalty: 3820.879883
	Iteration 154Q: 3 clusters Score -1.617342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -16173418.000000 Penalty: 3820.879883
	Iteration 155Q: 3 clusters Score -1.617342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -16173430.000000 Penalty: 3820.879883
	Iteration 156Q: 3 clusters Score -1.617343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -16173424.000000 Penalty: 3820.879883
	Iteration 157Q: 3 clusters Score -1.617342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -16173425.000000 Penalty: 3820.879883
	Iteration 158Q: 3 clusters Score -1.617342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -16173439.000000 Penalty: 3820.879883
	Iteration 159Q: 3 clusters Score -1.617344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -16173432.000000 Penalty: 3820.879883
	Iteration 160F: 3 clusters Score -1.617343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -16173429.000000 Penalty: 3820.879883
	Iteration 161Q: 3 clusters Score -1.617343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -16173425.000000 Penalty: 3820.879883
	Iteration 162Q: 3 clusters Score -1.617342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 73401 members 
Entering Unmasked Estep 
Score: -16173420.000000 Penalty: 3820.879883
	Iteration 163Q: 3 clusters Score -1.617342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -16173423.000000 Penalty: 3820.879883
	Iteration 164Q: 3 clusters Score -1.617342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -16173425.000000 Penalty: 3820.879883
	Iteration 165Q: 3 clusters Score -1.617342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -16173424.000000 Penalty: 3820.879883
	Iteration 166Q: 3 clusters Score -1.617342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -16173418.000000 Penalty: 3820.879883
	Iteration 167Q: 3 clusters Score -1.617342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -16173414.000000 Penalty: 3820.879883
	Iteration 168Q: 3 clusters Score -1.617341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -16173414.000000 Penalty: 3820.879883
	Iteration 169F: 3 clusters Score -1.617341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 54193 members 
Mstep: Class 46 contains 73394 members 
Entering Unmasked Estep 
Score: -141748096.000000 Penalty: 104358.609375
Splitting cluster 45 changes total score from -141741536.000000 to -141748096.000000
So it's getting split into cluster 46.
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33475 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 108407 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 28027 members 
Mstep: Class 15 contains 127328 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 84779 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86224 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 100085 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 76809 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 14248 members 
Mstep: Class 45 contains 54193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752544.000000 Penalty: 104358.609375
Iteration 399Q: 47 clusters Score -1.417525e+08 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33491 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37861 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112130 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14665 members 
Mstep: Class 11 contains 108587 members 
Mstep: Class 12 contains 4886 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 126543 members 
Mstep: Class 16 contains 15791 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 84901 members 
Mstep: Class 20 contains 13751 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33564 members 
Mstep: Class 24 contains 12217 members 
Mstep: Class 25 contains 8327 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 86361 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33852 members 
Mstep: Class 34 contains 100816 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17428 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1265 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 75872 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4974 members 
Mstep: Class 44 contains 13262 members 
Mstep: Class 45 contains 57148 members 
Mstep: Class 46 contains 71008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757904.000000 Penalty: 104358.609375
Iteration 400F: 47 clusters Score -1.417579e+08 nChanged 18449
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33496 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37503 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110381 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 14589 members 
Mstep: Class 11 contains 108111 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 27969 members 
Mstep: Class 15 contains 123547 members 
Mstep: Class 16 contains 15818 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 84794 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33526 members 
Mstep: Class 24 contains 12219 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 16282 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 85019 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33546 members 
Mstep: Class 34 contains 99500 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17230 members 
Mstep: Class 37 contains 7201 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1275 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 74487 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4913 members 
Mstep: Class 44 contains 12301 members 
Mstep: Class 45 contains 59784 members 
Mstep: Class 46 contains 79773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141763184.000000 Penalty: 104358.609375
Iteration 401Q: 47 clusters Score -1.417632e+08 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 37144 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108893 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 107622 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 27890 members 
Mstep: Class 15 contains 120432 members 
Mstep: Class 16 contains 15865 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84518 members 
Mstep: Class 20 contains 13740 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33524 members 
Mstep: Class 24 contains 12210 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 16217 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 83551 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33272 members 
Mstep: Class 34 contains 98111 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17090 members 
Mstep: Class 37 contains 7181 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 72751 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4860 members 
Mstep: Class 44 contains 11420 members 
Mstep: Class 45 contains 63460 members 
Mstep: Class 46 contains 87981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141768080.000000 Penalty: 104358.609375
Iteration 402Q: 47 clusters Score -1.417681e+08 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33503 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36708 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107685 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 14445 members 
Mstep: Class 11 contains 107080 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 27768 members 
Mstep: Class 15 contains 117605 members 
Mstep: Class 16 contains 15927 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 84009 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33509 members 
Mstep: Class 24 contains 12188 members 
Mstep: Class 25 contains 8322 members 
Mstep: Class 26 contains 16132 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2338 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82071 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33045 members 
Mstep: Class 34 contains 96081 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16992 members 
Mstep: Class 37 contains 7161 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 70550 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4791 members 
Mstep: Class 44 contains 10592 members 
Mstep: Class 45 contains 67710 members 
Mstep: Class 46 contains 96475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141771040.000000 Penalty: 104358.609375
Iteration 403Q: 47 clusters Score -1.41771e+08 nChanged 20241
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33499 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 36298 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106594 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14382 members 
Mstep: Class 11 contains 106457 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 27655 members 
Mstep: Class 15 contains 115138 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 83360 members 
Mstep: Class 20 contains 13722 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33493 members 
Mstep: Class 24 contains 12173 members 
Mstep: Class 25 contains 8317 members 
Mstep: Class 26 contains 16030 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 80688 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32798 members 
Mstep: Class 34 contains 93292 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16925 members 
Mstep: Class 37 contains 7151 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 67968 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4741 members 
Mstep: Class 44 contains 9825 members 
Mstep: Class 45 contains 72411 members 
Mstep: Class 46 contains 105156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772144.000000 Penalty: 104358.609375
Iteration 404Q: 47 clusters Score -1.417721e+08 nChanged 22124
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33489 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35971 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105809 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 14336 members 
Mstep: Class 11 contains 105831 members 
Mstep: Class 12 contains 4865 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 27569 members 
Mstep: Class 15 contains 113565 members 
Mstep: Class 16 contains 16084 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 82726 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33482 members 
Mstep: Class 24 contains 12165 members 
Mstep: Class 25 contains 8302 members 
Mstep: Class 26 contains 15925 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 79378 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32476 members 
Mstep: Class 34 contains 89350 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16905 members 
Mstep: Class 37 contains 7136 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 65108 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4691 members 
Mstep: Class 44 contains 9129 members 
Mstep: Class 45 contains 77640 members 
Mstep: Class 46 contains 113291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772784.000000 Penalty: 104358.609375
Iteration 405Q: 47 clusters Score -1.417728e+08 nChanged 18443
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33474 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35414 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105342 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 14316 members 
Mstep: Class 11 contains 105454 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 27536 members 
Mstep: Class 15 contains 112837 members 
Mstep: Class 16 contains 16168 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 82242 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33465 members 
Mstep: Class 24 contains 12155 members 
Mstep: Class 25 contains 8286 members 
Mstep: Class 26 contains 15852 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 78408 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32159 members 
Mstep: Class 34 contains 86315 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16927 members 
Mstep: Class 37 contains 7118 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1272 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 62098 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4672 members 
Mstep: Class 44 contains 8519 members 
Mstep: Class 45 contains 82403 members 
Mstep: Class 46 contains 119218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141773312.000000 Penalty: 104358.609375
Iteration 406Q: 47 clusters Score -1.417733e+08 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33459 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34768 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104960 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 14314 members 
Mstep: Class 11 contains 105425 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 27504 members 
Mstep: Class 15 contains 112711 members 
Mstep: Class 16 contains 16280 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 81771 members 
Mstep: Class 20 contains 13727 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33420 members 
Mstep: Class 24 contains 12144 members 
Mstep: Class 25 contains 8276 members 
Mstep: Class 26 contains 15801 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77729 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31970 members 
Mstep: Class 34 contains 84986 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16966 members 
Mstep: Class 37 contains 7115 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 59158 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4643 members 
Mstep: Class 44 contains 7948 members 
Mstep: Class 45 contains 85806 members 
Mstep: Class 46 contains 123229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772272.000000 Penalty: 104358.609375
Iteration 407Q: 47 clusters Score -1.417723e+08 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33435 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34098 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104749 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14331 members 
Mstep: Class 11 contains 105611 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 13 contains 5089 members 
Mstep: Class 14 contains 27424 members 
Mstep: Class 15 contains 113007 members 
Mstep: Class 16 contains 16404 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 81385 members 
Mstep: Class 20 contains 13726 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33387 members 
Mstep: Class 24 contains 12130 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 15768 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77245 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31905 members 
Mstep: Class 34 contains 84490 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16989 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 56400 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4607 members 
Mstep: Class 44 contains 7377 members 
Mstep: Class 45 contains 88206 members 
Mstep: Class 46 contains 126042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141769920.000000 Penalty: 104358.609375
Iteration 408Q: 47 clusters Score -1.417699e+08 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33420 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33567 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 14348 members 
Mstep: Class 11 contains 105896 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 13 contains 5093 members 
Mstep: Class 14 contains 27325 members 
Mstep: Class 15 contains 113697 members 
Mstep: Class 16 contains 16528 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 81039 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 33344 members 
Mstep: Class 24 contains 12111 members 
Mstep: Class 25 contains 8252 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 76892 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31964 members 
Mstep: Class 34 contains 84361 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17020 members 
Mstep: Class 37 contains 7137 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 53803 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 6807 members 
Mstep: Class 45 contains 89729 members 
Mstep: Class 46 contains 127945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141768544.000000 Penalty: 104358.609375
Iteration 409Q: 47 clusters Score -1.417685e+08 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33390 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105190 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 106194 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 27175 members 
Mstep: Class 15 contains 114567 members 
Mstep: Class 16 contains 16620 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 80785 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 33297 members 
Mstep: Class 24 contains 12105 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 15724 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 76733 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32084 members 
Mstep: Class 34 contains 84520 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17079 members 
Mstep: Class 37 contains 7150 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 51445 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4522 members 
Mstep: Class 44 contains 6253 members 
Mstep: Class 45 contains 90648 members 
Mstep: Class 46 contains 129110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141766736.000000 Penalty: 104358.609375
Iteration 410Q: 47 clusters Score -1.417667e+08 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33356 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32875 members 
Mstep: Class 6 contains 2864 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105617 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 14382 members 
Mstep: Class 11 contains 106423 members 
Mstep: Class 12 contains 4889 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 27053 members 
Mstep: Class 15 contains 115521 members 
Mstep: Class 16 contains 16726 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 80618 members 
Mstep: Class 20 contains 13746 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 33238 members 
Mstep: Class 24 contains 12093 members 
Mstep: Class 25 contains 8252 members 
Mstep: Class 26 contains 15718 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 76741 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32238 members 
Mstep: Class 34 contains 84739 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17126 members 
Mstep: Class 37 contains 7161 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 49307 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4443 members 
Mstep: Class 44 contains 5728 members 
Mstep: Class 45 contains 91167 members 
Mstep: Class 46 contains 129814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141764448.000000 Penalty: 104358.609375
Iteration 411Q: 47 clusters Score -1.417644e+08 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33329 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32686 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106244 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 14405 members 
Mstep: Class 11 contains 106606 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 26906 members 
Mstep: Class 15 contains 116527 members 
Mstep: Class 16 contains 16800 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 80462 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 33176 members 
Mstep: Class 24 contains 12088 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 15721 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 76820 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32419 members 
Mstep: Class 34 contains 84987 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17166 members 
Mstep: Class 37 contains 7164 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 47495 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4363 members 
Mstep: Class 44 contains 5243 members 
Mstep: Class 45 contains 91411 members 
Mstep: Class 46 contains 130055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141763216.000000 Penalty: 104358.609375
Iteration 412Q: 47 clusters Score -1.417632e+08 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33305 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32562 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106946 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 14418 members 
Mstep: Class 11 contains 106746 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 26774 members 
Mstep: Class 15 contains 117616 members 
Mstep: Class 16 contains 16844 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 80356 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 33119 members 
Mstep: Class 24 contains 12089 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 15718 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 76918 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32600 members 
Mstep: Class 34 contains 85282 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17201 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 45959 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 4796 members 
Mstep: Class 45 contains 91452 members 
Mstep: Class 46 contains 129927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761856.000000 Penalty: 104358.609375
Iteration 413Q: 47 clusters Score -1.417619e+08 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33279 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32482 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107683 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 14421 members 
Mstep: Class 11 contains 106862 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 26627 members 
Mstep: Class 15 contains 118686 members 
Mstep: Class 16 contains 16863 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 80291 members 
Mstep: Class 20 contains 13755 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 33081 members 
Mstep: Class 24 contains 12088 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 15712 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2360 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77089 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32796 members 
Mstep: Class 34 contains 85502 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17230 members 
Mstep: Class 37 contains 7177 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 44716 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4149 members 
Mstep: Class 44 contains 4342 members 
Mstep: Class 45 contains 91375 members 
Mstep: Class 46 contains 129616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761184.000000 Penalty: 104358.609375
Iteration 414Q: 47 clusters Score -1.417612e+08 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33259 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32445 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108404 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14427 members 
Mstep: Class 11 contains 106871 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 26431 members 
Mstep: Class 15 contains 119716 members 
Mstep: Class 16 contains 16883 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 80275 members 
Mstep: Class 20 contains 13757 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 33046 members 
Mstep: Class 24 contains 12087 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 15710 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77267 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32980 members 
Mstep: Class 34 contains 85725 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17263 members 
Mstep: Class 37 contains 7173 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 43697 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 4008 members 
Mstep: Class 44 contains 3925 members 
Mstep: Class 45 contains 91206 members 
Mstep: Class 46 contains 129265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141760512.000000 Penalty: 104358.609375
Iteration 415Q: 47 clusters Score -1.417605e+08 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33241 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32404 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109098 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 106862 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 26257 members 
Mstep: Class 15 contains 120678 members 
Mstep: Class 16 contains 16909 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 80283 members 
Mstep: Class 20 contains 13763 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 33026 members 
Mstep: Class 24 contains 12082 members 
Mstep: Class 25 contains 8253 members 
Mstep: Class 26 contains 15701 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77447 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33122 members 
Mstep: Class 34 contains 85934 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17301 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 42861 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 3875 members 
Mstep: Class 44 contains 3536 members 
Mstep: Class 45 contains 90934 members 
Mstep: Class 46 contains 128897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759808.000000 Penalty: 104358.609375
Iteration 416Q: 47 clusters Score -1.417598e+08 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33229 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32370 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109809 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14435 members 
Mstep: Class 11 contains 106811 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 15 contains 121531 members 
Mstep: Class 16 contains 16937 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 80349 members 
Mstep: Class 20 contains 13768 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 33012 members 
Mstep: Class 24 contains 12077 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 15692 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77592 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33215 members 
Mstep: Class 34 contains 86137 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17314 members 
Mstep: Class 37 contains 7173 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 42176 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 3743 members 
Mstep: Class 44 contains 3229 members 
Mstep: Class 45 contains 90591 members 
Mstep: Class 46 contains 128553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759376.000000 Penalty: 104358.609375
Iteration 417Q: 47 clusters Score -1.417594e+08 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33223 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32368 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110380 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14435 members 
Mstep: Class 11 contains 106753 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 25892 members 
Mstep: Class 15 contains 122272 members 
Mstep: Class 16 contains 16964 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 80470 members 
Mstep: Class 20 contains 13766 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 33007 members 
Mstep: Class 24 contains 12076 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 15662 members 
Mstep: Class 27 contains 1886 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77779 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33283 members 
Mstep: Class 34 contains 86341 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17335 members 
Mstep: Class 37 contains 7167 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 41639 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 2937 members 
Mstep: Class 45 contains 90182 members 
Mstep: Class 46 contains 128268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758608.000000 Penalty: 104358.609375
Iteration 418Q: 47 clusters Score -1.417586e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33220 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32386 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110774 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14443 members 
Mstep: Class 11 contains 106723 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 122852 members 
Mstep: Class 16 contains 16993 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 80609 members 
Mstep: Class 20 contains 13751 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32990 members 
Mstep: Class 24 contains 12081 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 15651 members 
Mstep: Class 27 contains 1887 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 77987 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33353 members 
Mstep: Class 34 contains 86617 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17345 members 
Mstep: Class 37 contains 7161 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 41196 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 3475 members 
Mstep: Class 44 contains 2691 members 
Mstep: Class 45 contains 89766 members 
Mstep: Class 46 contains 128054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758512.000000 Penalty: 104358.609375
Iteration 419Q: 47 clusters Score -1.417585e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33214 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32419 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111121 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14451 members 
Mstep: Class 11 contains 106733 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 25526 members 
Mstep: Class 15 contains 123398 members 
Mstep: Class 16 contains 17019 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 80759 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32970 members 
Mstep: Class 24 contains 12075 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 15644 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 78234 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33415 members 
Mstep: Class 34 contains 86858 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17363 members 
Mstep: Class 37 contains 7153 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 40883 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 3323 members 
Mstep: Class 44 contains 2490 members 
Mstep: Class 45 contains 89261 members 
Mstep: Class 46 contains 127794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758160.000000 Penalty: 104358.609375
Iteration 420F: 47 clusters Score -1.417582e+08 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33212 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32458 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111321 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 106749 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 25388 members 
Mstep: Class 15 contains 123830 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 80935 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32956 members 
Mstep: Class 24 contains 12065 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 15639 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 78517 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33457 members 
Mstep: Class 34 contains 87111 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17384 members 
Mstep: Class 37 contains 7145 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 39252 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 3158 members 
Mstep: Class 44 contains 2303 members 
Mstep: Class 45 contains 90095 members 
Mstep: Class 46 contains 127651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758144.000000 Penalty: 104358.609375
Iteration 421Q: 47 clusters Score -1.417581e+08 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33208 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32510 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111532 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14461 members 
Mstep: Class 11 contains 106798 members 
Mstep: Class 12 contains 4860 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 25233 members 
Mstep: Class 15 contains 124238 members 
Mstep: Class 16 contains 17098 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 81127 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32919 members 
Mstep: Class 24 contains 12070 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 15621 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 78818 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 87378 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17400 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 37750 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2993 members 
Mstep: Class 44 contains 2158 members 
Mstep: Class 45 contains 90852 members 
Mstep: Class 46 contains 127346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758160.000000 Penalty: 104358.609375
Iteration 422Q: 47 clusters Score -1.417582e+08 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33209 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32590 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111686 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 106841 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 124597 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 81308 members 
Mstep: Class 20 contains 13715 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32891 members 
Mstep: Class 24 contains 12071 members 
Mstep: Class 25 contains 8266 members 
Mstep: Class 26 contains 15621 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 79109 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33520 members 
Mstep: Class 34 contains 87666 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17421 members 
Mstep: Class 37 contains 7141 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 36345 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2852 members 
Mstep: Class 44 contains 2038 members 
Mstep: Class 45 contains 91631 members 
Mstep: Class 46 contains 126999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757104.000000 Penalty: 104358.609375
Iteration 423Q: 47 clusters Score -1.417571e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33207 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32678 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111867 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 106895 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 24834 members 
Mstep: Class 15 contains 124963 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 81474 members 
Mstep: Class 20 contains 13709 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32858 members 
Mstep: Class 24 contains 12079 members 
Mstep: Class 25 contains 8265 members 
Mstep: Class 26 contains 15604 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 79343 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33537 members 
Mstep: Class 34 contains 87907 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17424 members 
Mstep: Class 37 contains 7129 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 35032 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2713 members 
Mstep: Class 44 contains 1916 members 
Mstep: Class 45 contains 92415 members 
Mstep: Class 46 contains 126727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141756544.000000 Penalty: 104358.609375
Iteration 424Q: 47 clusters Score -1.417565e+08 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33207 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32758 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111973 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14466 members 
Mstep: Class 11 contains 106912 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24634 members 
Mstep: Class 15 contains 125263 members 
Mstep: Class 16 contains 17087 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 81660 members 
Mstep: Class 20 contains 13709 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32827 members 
Mstep: Class 24 contains 12089 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 15580 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 79557 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33593 members 
Mstep: Class 34 contains 88178 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17425 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 33845 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 1798 members 
Mstep: Class 45 contains 93094 members 
Mstep: Class 46 contains 126520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 44. Lose 2246.362305 but Gain 2268.671875
Score: -141755856.000000 Penalty: 102089.937500
Iteration 425Q: 46 clusters Score -1.417559e+08 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33207 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32951 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112264 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 107007 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24467 members 
Mstep: Class 15 contains 125700 members 
Mstep: Class 16 contains 17054 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 81838 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32785 members 
Mstep: Class 24 contains 12091 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 15559 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 79886 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33760 members 
Mstep: Class 34 contains 89268 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17421 members 
Mstep: Class 37 contains 7118 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 32754 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2491 members 
Mstep: Class 45 contains 93689 members 
Mstep: Class 46 contains 126365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757088.000000 Penalty: 102089.937500
Iteration 426Q: 46 clusters Score -1.417571e+08 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33025 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112295 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14468 members 
Mstep: Class 11 contains 107061 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 24149 members 
Mstep: Class 15 contains 125853 members 
Mstep: Class 16 contains 17021 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 81998 members 
Mstep: Class 20 contains 13711 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32763 members 
Mstep: Class 24 contains 12094 members 
Mstep: Class 25 contains 8247 members 
Mstep: Class 26 contains 15492 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 80140 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33805 members 
Mstep: Class 34 contains 89836 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17415 members 
Mstep: Class 37 contains 7114 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 31742 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2344 members 
Mstep: Class 45 contains 94262 members 
Mstep: Class 46 contains 126103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757056.000000 Penalty: 102089.937500
Iteration 427Q: 46 clusters Score -1.417571e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33216 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33090 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112311 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 107138 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 23835 members 
Mstep: Class 15 contains 125961 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 82154 members 
Mstep: Class 20 contains 13703 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32734 members 
Mstep: Class 24 contains 12098 members 
Mstep: Class 25 contains 8248 members 
Mstep: Class 26 contains 15464 members 
Mstep: Class 27 contains 1890 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 80379 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33833 members 
Mstep: Class 34 contains 90310 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17423 members 
Mstep: Class 37 contains 7116 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 30808 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2188 members 
Mstep: Class 45 contains 94796 members 
Mstep: Class 46 contains 125909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141756400.000000 Penalty: 102089.937500
Iteration 428Q: 46 clusters Score -1.417564e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33218 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33159 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112350 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14466 members 
Mstep: Class 11 contains 107225 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 23501 members 
Mstep: Class 15 contains 126068 members 
Mstep: Class 16 contains 16940 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 82282 members 
Mstep: Class 20 contains 13691 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32695 members 
Mstep: Class 24 contains 12102 members 
Mstep: Class 25 contains 8243 members 
Mstep: Class 26 contains 15469 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 80615 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33868 members 
Mstep: Class 34 contains 90716 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7114 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 29939 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 2032 members 
Mstep: Class 45 contains 95309 members 
Mstep: Class 46 contains 125728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141756176.000000 Penalty: 102089.937500
Iteration 429Q: 46 clusters Score -1.417562e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33219 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33209 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112425 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14458 members 
Mstep: Class 11 contains 107278 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 23167 members 
Mstep: Class 15 contains 126132 members 
Mstep: Class 16 contains 16906 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 82401 members 
Mstep: Class 20 contains 13691 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32649 members 
Mstep: Class 24 contains 12099 members 
Mstep: Class 25 contains 8240 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 80836 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33926 members 
Mstep: Class 34 contains 91106 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17440 members 
Mstep: Class 37 contains 7112 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 29137 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 1901 members 
Mstep: Class 45 contains 95842 members 
Mstep: Class 46 contains 125511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 2221.426025 but Gain 2268.664062
Score: -141755824.000000 Penalty: 99821.273438
Iteration 430Q: 45 clusters Score -1.417558e+08 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33218 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33303 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112654 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 107436 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 22995 members 
Mstep: Class 15 contains 126309 members 
Mstep: Class 16 contains 16879 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 82572 members 
Mstep: Class 20 contains 13706 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32605 members 
Mstep: Class 24 contains 12102 members 
Mstep: Class 25 contains 8244 members 
Mstep: Class 26 contains 15481 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 81166 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34047 members 
Mstep: Class 34 contains 92322 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17442 members 
Mstep: Class 37 contains 7123 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 28407 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 96392 members 
Mstep: Class 46 contains 125288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757808.000000 Penalty: 99821.273438
Iteration 431Q: 45 clusters Score -1.417578e+08 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33220 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33338 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112662 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14450 members 
Mstep: Class 11 contains 107477 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 22602 members 
Mstep: Class 15 contains 126252 members 
Mstep: Class 16 contains 16846 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 82701 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32561 members 
Mstep: Class 24 contains 12101 members 
Mstep: Class 25 contains 8251 members 
Mstep: Class 26 contains 15448 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 81411 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34076 members 
Mstep: Class 34 contains 92854 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17439 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 27712 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 96910 members 
Mstep: Class 46 contains 125045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757680.000000 Penalty: 99821.273438
Iteration 432Q: 45 clusters Score -1.417577e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33223 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33377 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112653 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14446 members 
Mstep: Class 11 contains 107553 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 22200 members 
Mstep: Class 15 contains 126147 members 
Mstep: Class 16 contains 16822 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 82799 members 
Mstep: Class 20 contains 13671 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32510 members 
Mstep: Class 24 contains 12102 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 15418 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 81635 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34123 members 
Mstep: Class 34 contains 93342 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17443 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 27116 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 97383 members 
Mstep: Class 46 contains 124818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757680.000000 Penalty: 99821.273438
Iteration 433Q: 45 clusters Score -1.417577e+08 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33229 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33421 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112665 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 107621 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 21782 members 
Mstep: Class 15 contains 126054 members 
Mstep: Class 16 contains 16767 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 82889 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32476 members 
Mstep: Class 24 contains 12089 members 
Mstep: Class 25 contains 8267 members 
Mstep: Class 26 contains 15379 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 81846 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34133 members 
Mstep: Class 34 contains 93823 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17451 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 26555 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 97866 members 
Mstep: Class 46 contains 124619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757616.000000 Penalty: 99821.273438
Iteration 434Q: 45 clusters Score -1.417576e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33235 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33469 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112635 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 107667 members 
Mstep: Class 12 contains 4847 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 21378 members 
Mstep: Class 15 contains 125947 members 
Mstep: Class 16 contains 16729 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 82973 members 
Mstep: Class 20 contains 13668 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32446 members 
Mstep: Class 24 contains 12087 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 15334 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82064 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34157 members 
Mstep: Class 34 contains 94356 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17443 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 26008 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 98322 members 
Mstep: Class 46 contains 124426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757824.000000 Penalty: 99821.273438
Iteration 435Q: 45 clusters Score -1.417578e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33238 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33517 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112621 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14435 members 
Mstep: Class 11 contains 107721 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 125840 members 
Mstep: Class 16 contains 16681 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 83062 members 
Mstep: Class 20 contains 13664 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32422 members 
Mstep: Class 24 contains 12080 members 
Mstep: Class 25 contains 8278 members 
Mstep: Class 26 contains 15269 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82261 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34170 members 
Mstep: Class 34 contains 94862 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17436 members 
Mstep: Class 37 contains 7134 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 25511 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 98767 members 
Mstep: Class 46 contains 124203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757568.000000 Penalty: 99821.273438
Iteration 436Q: 45 clusters Score -1.417576e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33244 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33570 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112588 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107771 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 20708 members 
Mstep: Class 15 contains 125670 members 
Mstep: Class 16 contains 16652 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 83151 members 
Mstep: Class 20 contains 13667 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32397 members 
Mstep: Class 24 contains 12087 members 
Mstep: Class 25 contains 8282 members 
Mstep: Class 26 contains 15218 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82434 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34207 members 
Mstep: Class 34 contains 95293 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17437 members 
Mstep: Class 37 contains 7137 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24992 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 99196 members 
Mstep: Class 46 contains 124053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757488.000000 Penalty: 99821.273438
Iteration 437Q: 45 clusters Score -1.417575e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33249 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33620 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112589 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107808 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 20447 members 
Mstep: Class 15 contains 125534 members 
Mstep: Class 16 contains 16626 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 83229 members 
Mstep: Class 20 contains 13665 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32377 members 
Mstep: Class 24 contains 12099 members 
Mstep: Class 25 contains 8280 members 
Mstep: Class 26 contains 15148 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82577 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34230 members 
Mstep: Class 34 contains 95693 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17427 members 
Mstep: Class 37 contains 7137 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24481 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 99652 members 
Mstep: Class 46 contains 123888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141757824.000000 Penalty: 99821.273438
Iteration 438Q: 45 clusters Score -1.417578e+08 nChanged 2713
Entering ConstructFrom: 
Score: -141757824.000000 Penalty: 99821.273438
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14806.700195 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14806.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15196.944336 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15196.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15340.461914 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15340.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15487.943359 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -15487.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15600.424805 Penalty: 1892.489868
	Iteration 4F: 3 clusters Score -15600.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15752.777344 Penalty: 1892.489868
	Iteration 5F: 3 clusters Score -15752.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15935.169922 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15935.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15957.337891 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -15957.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15963.686523 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -15963.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15964.630859 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -15964.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15965.478516 Penalty: 1892.489868
	Iteration 10F: 3 clusters Score -15965.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15976.074219 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -15976.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16017.021484 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -16017.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16025.393555 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -16025.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16025.393555 Penalty: 1892.489868
	Iteration 14F: 3 clusters Score -16025.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 171 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 123714 members 
Entering Unmasked Estep 
Score: -141756896.000000 Penalty: 102089.937500
Splitting cluster 1 changes total score from -141757824.000000 to -141756896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Entering Unmasked Estep 
Score: -4131234.000000 Penalty: 1691.948364
	Iteration 0F: 2 clusters Score -4131234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -4108979.750000 Penalty: 3383.896729
	Iteration 0F: 3 clusters Score -4108980 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4117479.000000 Penalty: 3383.896729
	Iteration 1F: 3 clusters Score -4117479 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4118009.250000 Penalty: 3383.896729
	Iteration 2Q: 3 clusters Score -4118009 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4118488.250000 Penalty: 3383.896729
	Iteration 3Q: 3 clusters Score -4118488 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4119092.500000 Penalty: 3383.896729
	Iteration 4Q: 3 clusters Score -4119092 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -4119796.000000 Penalty: 3383.896729
	Iteration 5Q: 3 clusters Score -4119796 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4120699.750000 Penalty: 3383.896729
	Iteration 6F: 3 clusters Score -4120700 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4121852.000000 Penalty: 3383.896729
	Iteration 7F: 3 clusters Score -4121852 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4123304.000000 Penalty: 3383.896729
	Iteration 8F: 3 clusters Score -4123304 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4124796.000000 Penalty: 3383.896729
	Iteration 9F: 3 clusters Score -4124796 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4125974.000000 Penalty: 3383.896729
	Iteration 10F: 3 clusters Score -4125974 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -4126687.250000 Penalty: 3383.896729
	Iteration 11Q: 3 clusters Score -4126687 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4127083.500000 Penalty: 3383.896729
	Iteration 12Q: 3 clusters Score -4127084 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4127394.000000 Penalty: 3383.896729
	Iteration 13Q: 3 clusters Score -4127394 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4127585.750000 Penalty: 3383.896729
	Iteration 14Q: 3 clusters Score -4127586 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4127794.250000 Penalty: 3383.896729
	Iteration 15Q: 3 clusters Score -4127794 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4127989.500000 Penalty: 3383.896729
	Iteration 16Q: 3 clusters Score -4127990 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -4128161.500000 Penalty: 3383.896729
	Iteration 17Q: 3 clusters Score -4128162 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4128321.250000 Penalty: 3383.896729
	Iteration 18Q: 3 clusters Score -4128321 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -4128468.500000 Penalty: 3383.896729
	Iteration 19Q: 3 clusters Score -4128468 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4128615.000000 Penalty: 3383.896729
	Iteration 20F: 3 clusters Score -4128615 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4128748.500000 Penalty: 3383.896729
	Iteration 21Q: 3 clusters Score -4128748 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4128877.250000 Penalty: 3383.896729
	Iteration 22Q: 3 clusters Score -4128877 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4128952.500000 Penalty: 3383.896729
	Iteration 23Q: 3 clusters Score -4128952 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4129032.250000 Penalty: 3383.896729
	Iteration 24Q: 3 clusters Score -4129032 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4129109.500000 Penalty: 3383.896729
	Iteration 25Q: 3 clusters Score -4129110 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4129180.500000 Penalty: 3383.896729
	Iteration 26Q: 3 clusters Score -4129180 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4129251.000000 Penalty: 3383.896729
	Iteration 27Q: 3 clusters Score -4129251 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4129327.250000 Penalty: 3383.896729
	Iteration 28Q: 3 clusters Score -4129327 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4129406.750000 Penalty: 3383.896729
	Iteration 29Q: 3 clusters Score -4129407 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4129488.250000 Penalty: 3383.896729
	Iteration 30Q: 3 clusters Score -4129488 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4129577.500000 Penalty: 3383.896729
	Iteration 31Q: 3 clusters Score -4129578 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4129600.250000 Penalty: 3383.896729
	Iteration 32Q: 3 clusters Score -4129600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4129690.750000 Penalty: 3383.896729
	Iteration 33Q: 3 clusters Score -4129691 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4129760.750000 Penalty: 3383.896729
	Iteration 34Q: 3 clusters Score -4129761 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4129838.000000 Penalty: 3383.896729
	Iteration 35Q: 3 clusters Score -4129838 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4129934.500000 Penalty: 3383.896729
	Iteration 36Q: 3 clusters Score -4129934 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4130029.750000 Penalty: 3383.896729
	Iteration 37Q: 3 clusters Score -4130030 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4130102.500000 Penalty: 3383.896729
	Iteration 38Q: 3 clusters Score -4130102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4130205.500000 Penalty: 3383.896729
	Iteration 39Q: 3 clusters Score -4130206 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4130277.750000 Penalty: 3383.896729
	Iteration 40F: 3 clusters Score -4130278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4130369.250000 Penalty: 3383.896729
	Iteration 41Q: 3 clusters Score -4130369 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4130431.250000 Penalty: 3383.896729
	Iteration 42Q: 3 clusters Score -4130431 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4130499.250000 Penalty: 3383.896729
	Iteration 43Q: 3 clusters Score -4130499 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4130536.750000 Penalty: 3383.896729
	Iteration 44Q: 3 clusters Score -4130537 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4130573.750000 Penalty: 3383.896729
	Iteration 45Q: 3 clusters Score -4130574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4130590.000000 Penalty: 3383.896729
	Iteration 46Q: 3 clusters Score -4130590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4130603.750000 Penalty: 3383.896729
	Iteration 47Q: 3 clusters Score -4130604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4130603.250000 Penalty: 3383.896729
	Iteration 48Q: 3 clusters Score -4130603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4130604.500000 Penalty: 3383.896729
	Iteration 49Q: 3 clusters Score -4130604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4130610.250000 Penalty: 3383.896729
	Iteration 50Q: 3 clusters Score -4130610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4130613.750000 Penalty: 3383.896729
	Iteration 51Q: 3 clusters Score -4130614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4130625.250000 Penalty: 3383.896729
	Iteration 52Q: 3 clusters Score -4130625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4130632.500000 Penalty: 3383.896729
	Iteration 53Q: 3 clusters Score -4130632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4130629.500000 Penalty: 3383.896729
	Iteration 54Q: 3 clusters Score -4130630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4130633.750000 Penalty: 3383.896729
	Iteration 55Q: 3 clusters Score -4130634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4130635.500000 Penalty: 3383.896729
	Iteration 56Q: 3 clusters Score -4130636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4130636.500000 Penalty: 3383.896729
	Iteration 57Q: 3 clusters Score -4130636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4130640.500000 Penalty: 3383.896729
	Iteration 58Q: 3 clusters Score -4130640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4130642.500000 Penalty: 3383.896729
	Iteration 59Q: 3 clusters Score -4130642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4130645.250000 Penalty: 3383.896729
	Iteration 60F: 3 clusters Score -4130645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4130640.750000 Penalty: 3383.896729
	Iteration 61Q: 3 clusters Score -4130641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4130648.250000 Penalty: 3383.896729
	Iteration 62Q: 3 clusters Score -4130648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4130646.250000 Penalty: 3383.896729
	Iteration 63Q: 3 clusters Score -4130646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4130650.750000 Penalty: 3383.896729
	Iteration 64Q: 3 clusters Score -4130651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4130650.500000 Penalty: 3383.896729
	Iteration 65Q: 3 clusters Score -4130650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4130653.000000 Penalty: 3383.896729
	Iteration 66Q: 3 clusters Score -4130653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4130657.000000 Penalty: 3383.896729
	Iteration 67Q: 3 clusters Score -4130657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4130662.250000 Penalty: 3383.896729
	Iteration 68Q: 3 clusters Score -4130662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4130664.500000 Penalty: 3383.896729
	Iteration 69Q: 3 clusters Score -4130664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4130656.750000 Penalty: 3383.896729
	Iteration 70Q: 3 clusters Score -4130657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4130659.000000 Penalty: 3383.896729
	Iteration 71Q: 3 clusters Score -4130659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4130662.500000 Penalty: 3383.896729
	Iteration 72Q: 3 clusters Score -4130662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4130662.000000 Penalty: 3383.896729
	Iteration 73Q: 3 clusters Score -4130662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4130664.000000 Penalty: 3383.896729
	Iteration 74Q: 3 clusters Score -4130664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4130664.750000 Penalty: 3383.896729
	Iteration 75Q: 3 clusters Score -4130665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4130664.500000 Penalty: 3383.896729
	Iteration 76Q: 3 clusters Score -4130664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4130672.750000 Penalty: 3383.896729
	Iteration 77Q: 3 clusters Score -4130673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4130670.250000 Penalty: 3383.896729
	Iteration 78Q: 3 clusters Score -4130670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4130669.500000 Penalty: 3383.896729
	Iteration 79Q: 3 clusters Score -4130670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4130669.000000 Penalty: 3383.896729
	Iteration 80F: 3 clusters Score -4130669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4130673.250000 Penalty: 3383.896729
	Iteration 81Q: 3 clusters Score -4130673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4130673.750000 Penalty: 3383.896729
	Iteration 82Q: 3 clusters Score -4130674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4130673.500000 Penalty: 3383.896729
	Iteration 83Q: 3 clusters Score -4130674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4130673.500000 Penalty: 3383.896729
	Iteration 84F: 3 clusters Score -4130674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -986245.937500 Penalty: 1460.663086
	Iteration 0F: 2 clusters Score -986245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -980348.000000 Penalty: 2921.326172
	Iteration 0F: 3 clusters Score -980348 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -982152.875000 Penalty: 2921.326172
	Iteration 1F: 3 clusters Score -982152.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -982413.250000 Penalty: 2921.326172
	Iteration 2F: 3 clusters Score -982413.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -982624.500000 Penalty: 2921.326172
	Iteration 3F: 3 clusters Score -982624.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -982877.187500 Penalty: 2921.326172
	Iteration 4F: 3 clusters Score -982877.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -983195.125000 Penalty: 2921.326172
	Iteration 5F: 3 clusters Score -983195.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -983492.812500 Penalty: 2921.326172
	Iteration 6F: 3 clusters Score -983492.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -983806.312500 Penalty: 2921.326172
	Iteration 7F: 3 clusters Score -983806.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -984095.687500 Penalty: 2921.326172
	Iteration 8F: 3 clusters Score -984095.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -984339.687500 Penalty: 2921.326172
	Iteration 9Q: 3 clusters Score -984339.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -984566.937500 Penalty: 2921.326172
	Iteration 10Q: 3 clusters Score -984566.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -984801.187500 Penalty: 2921.326172
	Iteration 11Q: 3 clusters Score -984801.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -985008.937500 Penalty: 2921.326172
	Iteration 12Q: 3 clusters Score -985008.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -985146.875000 Penalty: 2921.326172
	Iteration 13Q: 3 clusters Score -985146.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -985222.437500 Penalty: 2921.326172
	Iteration 14Q: 3 clusters Score -985222.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -985261.687500 Penalty: 2921.326172
	Iteration 15Q: 3 clusters Score -985261.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -985289.937500 Penalty: 2921.326172
	Iteration 16Q: 3 clusters Score -985289.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -985319.437500 Penalty: 2921.326172
	Iteration 17Q: 3 clusters Score -985319.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -985343.187500 Penalty: 2921.326172
	Iteration 18Q: 3 clusters Score -985343.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -985353.625000 Penalty: 2921.326172
	Iteration 19Q: 3 clusters Score -985353.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -985364.625000 Penalty: 2921.326172
	Iteration 20F: 3 clusters Score -985364.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -985382.187500 Penalty: 2921.326172
	Iteration 21Q: 3 clusters Score -985382.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -985392.875000 Penalty: 2921.326172
	Iteration 22Q: 3 clusters Score -985392.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -985401.437500 Penalty: 2921.326172
	Iteration 23Q: 3 clusters Score -985401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -985406.625000 Penalty: 2921.326172
	Iteration 24Q: 3 clusters Score -985406.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -985417.437500 Penalty: 2921.326172
	Iteration 25Q: 3 clusters Score -985417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -985422.750000 Penalty: 2921.326172
	Iteration 26Q: 3 clusters Score -985422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -985433.875000 Penalty: 2921.326172
	Iteration 27Q: 3 clusters Score -985433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -985441.687500 Penalty: 2921.326172
	Iteration 28Q: 3 clusters Score -985441.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -985460.312500 Penalty: 2921.326172
	Iteration 29Q: 3 clusters Score -985460.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -985481.625000 Penalty: 2921.326172
	Iteration 30Q: 3 clusters Score -985481.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -985500.812500 Penalty: 2921.326172
	Iteration 31Q: 3 clusters Score -985500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -985520.375000 Penalty: 2921.326172
	Iteration 32Q: 3 clusters Score -985520.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -985541.750000 Penalty: 2921.326172
	Iteration 33Q: 3 clusters Score -985541.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -985563.312500 Penalty: 2921.326172
	Iteration 34Q: 3 clusters Score -985563.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -985572.062500 Penalty: 2921.326172
	Iteration 35Q: 3 clusters Score -985572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -985579.187500 Penalty: 2921.326172
	Iteration 36Q: 3 clusters Score -985579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -985584.750000 Penalty: 2921.326172
	Iteration 37Q: 3 clusters Score -985584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -985584.937500 Penalty: 2921.326172
	Iteration 38Q: 3 clusters Score -985584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -985586.812500 Penalty: 2921.326172
	Iteration 39Q: 3 clusters Score -985586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -985585.812500 Penalty: 2921.326172
	Iteration 40F: 3 clusters Score -985585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -985587.312500 Penalty: 2921.326172
	Iteration 41Q: 3 clusters Score -985587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -985587.687500 Penalty: 2921.326172
	Iteration 42Q: 3 clusters Score -985587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -985588.562500 Penalty: 2921.326172
	Iteration 43Q: 3 clusters Score -985588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -985589.312500 Penalty: 2921.326172
	Iteration 44Q: 3 clusters Score -985589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -985590.625000 Penalty: 2921.326172
	Iteration 45Q: 3 clusters Score -985590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -985589.875000 Penalty: 2921.326172
	Iteration 46Q: 3 clusters Score -985589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -985591.687500 Penalty: 2921.326172
	Iteration 47Q: 3 clusters Score -985591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -985591.687500 Penalty: 2921.326172
	Iteration 48F: 3 clusters Score -985591.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30844.937500 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30844.94 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31166.820312 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31166.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31286.099609 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31286.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31402.736328 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -31402.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31488.005859 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31488.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31524.728516 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31524.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31549.201172 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -31549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31549.201172 Penalty: 1905.680176
	Iteration 7F: 3 clusters Score -31549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Entering Unmasked Estep 
Score: -4258989.500000 Penalty: 1693.881714
	Iteration 0F: 2 clusters Score -4258990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4236457.500000 Penalty: 3387.763428
	Iteration 0F: 3 clusters Score -4236458 nChanged 15622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4245473.000000 Penalty: 3387.763428
	Iteration 1F: 3 clusters Score -4245473 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4246293.000000 Penalty: 3387.763428
	Iteration 2F: 3 clusters Score -4246293 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4247382.500000 Penalty: 3387.763428
	Iteration 3F: 3 clusters Score -4247382 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4248643.500000 Penalty: 3387.763428
	Iteration 4F: 3 clusters Score -4248644 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4250153.500000 Penalty: 3387.763428
	Iteration 5F: 3 clusters Score -4250154 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4251761.500000 Penalty: 3387.763428
	Iteration 6F: 3 clusters Score -4251762 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4253383.500000 Penalty: 3387.763428
	Iteration 7F: 3 clusters Score -4253384 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4254774.000000 Penalty: 3387.763428
	Iteration 8Q: 3 clusters Score -4254774 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -4255705.000000 Penalty: 3387.763428
	Iteration 9Q: 3 clusters Score -4255705 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4256142.500000 Penalty: 3387.763428
	Iteration 10Q: 3 clusters Score -4256142 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4256381.000000 Penalty: 3387.763428
	Iteration 11Q: 3 clusters Score -4256381 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4256557.000000 Penalty: 3387.763428
	Iteration 12Q: 3 clusters Score -4256557 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4256663.500000 Penalty: 3387.763428
	Iteration 13Q: 3 clusters Score -4256664 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4256759.500000 Penalty: 3387.763428
	Iteration 14Q: 3 clusters Score -4256760 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4256849.500000 Penalty: 3387.763428
	Iteration 15Q: 3 clusters Score -4256850 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4256896.500000 Penalty: 3387.763428
	Iteration 16Q: 3 clusters Score -4256896 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -4256941.000000 Penalty: 3387.763428
	Iteration 17Q: 3 clusters Score -4256941 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -4256983.000000 Penalty: 3387.763428
	Iteration 18Q: 3 clusters Score -4256983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4257042.000000 Penalty: 3387.763428
	Iteration 19Q: 3 clusters Score -4257042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4257101.500000 Penalty: 3387.763428
	Iteration 20F: 3 clusters Score -4257102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4257140.500000 Penalty: 3387.763428
	Iteration 21Q: 3 clusters Score -4257140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -4257179.000000 Penalty: 3387.763428
	Iteration 22Q: 3 clusters Score -4257179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4257181.500000 Penalty: 3387.763428
	Iteration 23Q: 3 clusters Score -4257182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4257194.500000 Penalty: 3387.763428
	Iteration 24Q: 3 clusters Score -4257194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4257223.500000 Penalty: 3387.763428
	Iteration 25Q: 3 clusters Score -4257224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4257247.500000 Penalty: 3387.763428
	Iteration 26Q: 3 clusters Score -4257248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4257264.500000 Penalty: 3387.763428
	Iteration 27Q: 3 clusters Score -4257264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4257273.000000 Penalty: 3387.763428
	Iteration 28Q: 3 clusters Score -4257273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4257275.000000 Penalty: 3387.763428
	Iteration 29Q: 3 clusters Score -4257275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -4257288.000000 Penalty: 3387.763428
	Iteration 30Q: 3 clusters Score -4257288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4257307.500000 Penalty: 3387.763428
	Iteration 31Q: 3 clusters Score -4257308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4257323.500000 Penalty: 3387.763428
	Iteration 32Q: 3 clusters Score -4257324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4257341.500000 Penalty: 3387.763428
	Iteration 33Q: 3 clusters Score -4257342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4257355.000000 Penalty: 3387.763428
	Iteration 34Q: 3 clusters Score -4257355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4257356.500000 Penalty: 3387.763428
	Iteration 35Q: 3 clusters Score -4257356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4257358.000000 Penalty: 3387.763428
	Iteration 36Q: 3 clusters Score -4257358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4257366.000000 Penalty: 3387.763428
	Iteration 37Q: 3 clusters Score -4257366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4257366.500000 Penalty: 3387.763428
	Iteration 38Q: 3 clusters Score -4257366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4257380.500000 Penalty: 3387.763428
	Iteration 39Q: 3 clusters Score -4257380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4257377.000000 Penalty: 3387.763428
	Iteration 40F: 3 clusters Score -4257377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -4257386.000000 Penalty: 3387.763428
	Iteration 41Q: 3 clusters Score -4257386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -4257388.000000 Penalty: 3387.763428
	Iteration 42Q: 3 clusters Score -4257388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4257387.000000 Penalty: 3387.763428
	Iteration 43Q: 3 clusters Score -4257387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4257394.000000 Penalty: 3387.763428
	Iteration 44Q: 3 clusters Score -4257394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4257399.000000 Penalty: 3387.763428
	Iteration 45Q: 3 clusters Score -4257399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4257408.000000 Penalty: 3387.763428
	Iteration 46Q: 3 clusters Score -4257408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4257416.500000 Penalty: 3387.763428
	Iteration 47Q: 3 clusters Score -4257416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4257421.500000 Penalty: 3387.763428
	Iteration 48Q: 3 clusters Score -4257422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4257423.500000 Penalty: 3387.763428
	Iteration 49Q: 3 clusters Score -4257424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4257426.000000 Penalty: 3387.763428
	Iteration 50Q: 3 clusters Score -4257426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4257439.500000 Penalty: 3387.763428
	Iteration 51Q: 3 clusters Score -4257440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4257438.000000 Penalty: 3387.763428
	Iteration 52Q: 3 clusters Score -4257438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4257450.500000 Penalty: 3387.763428
	Iteration 53Q: 3 clusters Score -4257450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4257455.000000 Penalty: 3387.763428
	Iteration 54Q: 3 clusters Score -4257455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4257461.000000 Penalty: 3387.763428
	Iteration 55Q: 3 clusters Score -4257461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4257457.000000 Penalty: 3387.763428
	Iteration 56Q: 3 clusters Score -4257457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4257455.500000 Penalty: 3387.763428
	Iteration 57Q: 3 clusters Score -4257456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4257461.500000 Penalty: 3387.763428
	Iteration 58Q: 3 clusters Score -4257462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4257462.000000 Penalty: 3387.763428
	Iteration 59Q: 3 clusters Score -4257462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4257458.500000 Penalty: 3387.763428
	Iteration 60F: 3 clusters Score -4257458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4257456.000000 Penalty: 3387.763428
	Iteration 61Q: 3 clusters Score -4257456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4257456.500000 Penalty: 3387.763428
	Iteration 62Q: 3 clusters Score -4257456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4257455.000000 Penalty: 3387.763428
	Iteration 63Q: 3 clusters Score -4257455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4257455.500000 Penalty: 3387.763428
	Iteration 64Q: 3 clusters Score -4257456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4257455.500000 Penalty: 3387.763428
	Iteration 65Q: 3 clusters Score -4257456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4257461.000000 Penalty: 3387.763428
	Iteration 66Q: 3 clusters Score -4257461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4257463.500000 Penalty: 3387.763428
	Iteration 67Q: 3 clusters Score -4257464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4257462.000000 Penalty: 3387.763428
	Iteration 68Q: 3 clusters Score -4257462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -4257462.000000 Penalty: 3387.763428
	Iteration 69Q: 3 clusters Score -4257462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -4257461.500000 Penalty: 3387.763428
	Iteration 70Q: 3 clusters Score -4257462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4257466.500000 Penalty: 3387.763428
	Iteration 71Q: 3 clusters Score -4257466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4257472.500000 Penalty: 3387.763428
	Iteration 72Q: 3 clusters Score -4257472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4257469.000000 Penalty: 3387.763428
	Iteration 73Q: 3 clusters Score -4257469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4257480.500000 Penalty: 3387.763428
	Iteration 74Q: 3 clusters Score -4257480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4257474.500000 Penalty: 3387.763428
	Iteration 75Q: 3 clusters Score -4257474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4257466.500000 Penalty: 3387.763428
	Iteration 76Q: 3 clusters Score -4257466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -4257466.500000 Penalty: 3387.763428
	Iteration 77Q: 3 clusters Score -4257466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4257473.000000 Penalty: 3387.763428
	Iteration 78Q: 3 clusters Score -4257473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4257475.500000 Penalty: 3387.763428
	Iteration 79Q: 3 clusters Score -4257476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -4257478.000000 Penalty: 3387.763428
	Iteration 80F: 3 clusters Score -4257478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4257481.500000 Penalty: 3387.763428
	Iteration 81Q: 3 clusters Score -4257482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4257478.000000 Penalty: 3387.763428
	Iteration 82Q: 3 clusters Score -4257478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4257478.000000 Penalty: 3387.763428
	Iteration 83F: 3 clusters Score -4257478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -328868.906250 Penalty: 1288.892090
	Iteration 0F: 2 clusters Score -328868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -326288.312500 Penalty: 2577.784180
	Iteration 0F: 3 clusters Score -326288.3 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -327103.937500 Penalty: 2577.784180
	Iteration 1F: 3 clusters Score -327103.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -327407.156250 Penalty: 2577.784180
	Iteration 2F: 3 clusters Score -327407.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -327602.375000 Penalty: 2577.784180
	Iteration 3F: 3 clusters Score -327602.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -327750.593750 Penalty: 2577.784180
	Iteration 4F: 3 clusters Score -327750.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -327848.875000 Penalty: 2577.784180
	Iteration 5Q: 3 clusters Score -327848.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -327928.125000 Penalty: 2577.784180
	Iteration 6Q: 3 clusters Score -327928.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -327990.062500 Penalty: 2577.784180
	Iteration 7Q: 3 clusters Score -327990.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -328034.937500 Penalty: 2577.784180
	Iteration 8Q: 3 clusters Score -328034.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -328079.406250 Penalty: 2577.784180
	Iteration 9Q: 3 clusters Score -328079.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -328116.375000 Penalty: 2577.784180
	Iteration 10Q: 3 clusters Score -328116.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -328146.687500 Penalty: 2577.784180
	Iteration 11Q: 3 clusters Score -328146.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -328165.468750 Penalty: 2577.784180
	Iteration 12Q: 3 clusters Score -328165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -328174.687500 Penalty: 2577.784180
	Iteration 13Q: 3 clusters Score -328174.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -328184.406250 Penalty: 2577.784180
	Iteration 14Q: 3 clusters Score -328184.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -328190.687500 Penalty: 2577.784180
	Iteration 15Q: 3 clusters Score -328190.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -328197.968750 Penalty: 2577.784180
	Iteration 16Q: 3 clusters Score -328198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -328202.562500 Penalty: 2577.784180
	Iteration 17Q: 3 clusters Score -328202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -328207.250000 Penalty: 2577.784180
	Iteration 18Q: 3 clusters Score -328207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -328208.718750 Penalty: 2577.784180
	Iteration 19Q: 3 clusters Score -328208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -328210.281250 Penalty: 2577.784180
	Iteration 20F: 3 clusters Score -328210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -328210.750000 Penalty: 2577.784180
	Iteration 21Q: 3 clusters Score -328210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -328210.750000 Penalty: 2577.784180
	Iteration 22Q: 3 clusters Score -328210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -328212.250000 Penalty: 2577.784180
	Iteration 23Q: 3 clusters Score -328212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -328212.656250 Penalty: 2577.784180
	Iteration 24Q: 3 clusters Score -328212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -328213.812500 Penalty: 2577.784180
	Iteration 25Q: 3 clusters Score -328213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -328213.375000 Penalty: 2577.784180
	Iteration 26Q: 3 clusters Score -328213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -328213.375000 Penalty: 2577.784180
	Iteration 27F: 3 clusters Score -328213.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30940.146484 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -30940.15 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31343.652344 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31343.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31569.017578 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31569.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31705.787109 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -31705.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31746.398438 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -31746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31771.841797 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31771.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31793.384766 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -31793.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31827.503906 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -31827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31858.523438 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -31858.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31900.695312 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -31900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31935.115234 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -31935.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31967.306641 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -31967.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32000.064453 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -32000.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32010.121094 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -32010.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32021.732422 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -32021.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32027.537109 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -32027.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32033.914062 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -32033.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32034.441406 Penalty: 1964.626709
	Iteration 17F: 3 clusters Score -32034.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32038.410156 Penalty: 1964.626709
	Iteration 18Q: 3 clusters Score -32038.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32038.410156 Penalty: 1964.626709
	Iteration 19F: 3 clusters Score -32038.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 275 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 123714 members 
Entering Unmasked Estep 
Score: -141756544.000000 Penalty: 102089.937500
Splitting cluster 7 changes total score from -141757824.000000 to -141756544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (112600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112600 members 
Entering Unmasked Estep 
Score: -14137676.000000 Penalty: 1890.134399
	Iteration 0F: 2 clusters Score -1.413768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -14064643.000000 Penalty: 3780.268799
	Iteration 0F: 3 clusters Score -1.406464e+07 nChanged 53839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -14096164.000000 Penalty: 3780.268799
	Iteration 1F: 3 clusters Score -1.409616e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -14097430.000000 Penalty: 3780.268799
	Iteration 2Q: 3 clusters Score -1.409743e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -14099579.000000 Penalty: 3780.268799
	Iteration 3Q: 3 clusters Score -1.409958e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -14103000.000000 Penalty: 3780.268799
	Iteration 4F: 3 clusters Score -1.4103e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -14107823.000000 Penalty: 3780.268799
	Iteration 5F: 3 clusters Score -1.410782e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -14113957.000000 Penalty: 3780.268799
	Iteration 6F: 3 clusters Score -1.411396e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -14120369.000000 Penalty: 3780.268799
	Iteration 7F: 3 clusters Score -1.412037e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -14125391.000000 Penalty: 3780.268799
	Iteration 8F: 3 clusters Score -1.412539e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -14128870.000000 Penalty: 3780.268799
	Iteration 9Q: 3 clusters Score -1.412887e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -14131187.000000 Penalty: 3780.268799
	Iteration 10Q: 3 clusters Score -1.413119e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -14132637.000000 Penalty: 3780.268799
	Iteration 11Q: 3 clusters Score -1.413264e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -14133603.000000 Penalty: 3780.268799
	Iteration 12Q: 3 clusters Score -1.41336e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -14134306.000000 Penalty: 3780.268799
	Iteration 13Q: 3 clusters Score -1.413431e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -14134836.000000 Penalty: 3780.268799
	Iteration 14Q: 3 clusters Score -1.413484e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14135162.000000 Penalty: 3780.268799
	Iteration 15Q: 3 clusters Score -1.413516e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14135435.000000 Penalty: 3780.268799
	Iteration 16Q: 3 clusters Score -1.413544e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -14135681.000000 Penalty: 3780.268799
	Iteration 17Q: 3 clusters Score -1.413568e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -14135796.000000 Penalty: 3780.268799
	Iteration 18Q: 3 clusters Score -1.41358e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14135835.000000 Penalty: 3780.268799
	Iteration 19Q: 3 clusters Score -1.413584e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -14135913.000000 Penalty: 3780.268799
	Iteration 20F: 3 clusters Score -1.413591e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110933 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14135972.000000 Penalty: 3780.268799
	Iteration 21Q: 3 clusters Score -1.413597e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14136019.000000 Penalty: 3780.268799
	Iteration 22Q: 3 clusters Score -1.413602e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14136058.000000 Penalty: 3780.268799
	Iteration 23Q: 3 clusters Score -1.413606e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111159 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14136073.000000 Penalty: 3780.268799
	Iteration 24Q: 3 clusters Score -1.413607e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -14136117.000000 Penalty: 3780.268799
	Iteration 25Q: 3 clusters Score -1.413612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111271 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14136142.000000 Penalty: 3780.268799
	Iteration 26Q: 3 clusters Score -1.413614e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14136173.000000 Penalty: 3780.268799
	Iteration 27Q: 3 clusters Score -1.413617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14136175.000000 Penalty: 3780.268799
	Iteration 28Q: 3 clusters Score -1.413618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14136209.000000 Penalty: 3780.268799
	Iteration 29Q: 3 clusters Score -1.413621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -14136204.000000 Penalty: 3780.268799
	Iteration 30Q: 3 clusters Score -1.41362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14136195.000000 Penalty: 3780.268799
	Iteration 31Q: 3 clusters Score -1.41362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14136209.000000 Penalty: 3780.268799
	Iteration 32Q: 3 clusters Score -1.413621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111486 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14136215.000000 Penalty: 3780.268799
	Iteration 33Q: 3 clusters Score -1.413622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111494 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14136217.000000 Penalty: 3780.268799
	Iteration 34Q: 3 clusters Score -1.413622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14136202.000000 Penalty: 3780.268799
	Iteration 35Q: 3 clusters Score -1.41362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -14136202.000000 Penalty: 3780.268799
	Iteration 36Q: 3 clusters Score -1.41362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14136195.000000 Penalty: 3780.268799
	Iteration 37Q: 3 clusters Score -1.41362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -14136206.000000 Penalty: 3780.268799
	Iteration 38Q: 3 clusters Score -1.413621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14136197.000000 Penalty: 3780.268799
	Iteration 39Q: 3 clusters Score -1.41362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14136197.000000 Penalty: 3780.268799
	Iteration 40F: 3 clusters Score -1.41362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -14136199.000000 Penalty: 3780.268799
	Iteration 41Q: 3 clusters Score -1.41362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14136195.000000 Penalty: 3780.268799
	Iteration 42Q: 3 clusters Score -1.41362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14136194.000000 Penalty: 3780.268799
	Iteration 43Q: 3 clusters Score -1.413619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14136204.000000 Penalty: 3780.268799
	Iteration 44Q: 3 clusters Score -1.41362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111550 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14136206.000000 Penalty: 3780.268799
	Iteration 45Q: 3 clusters Score -1.413621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111550 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14136202.000000 Penalty: 3780.268799
	Iteration 46Q: 3 clusters Score -1.41362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -14136203.000000 Penalty: 3780.268799
	Iteration 47Q: 3 clusters Score -1.41362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14136201.000000 Penalty: 3780.268799
	Iteration 48Q: 3 clusters Score -1.41362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14136210.000000 Penalty: 3780.268799
	Iteration 49Q: 3 clusters Score -1.413621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14136202.000000 Penalty: 3780.268799
	Iteration 50Q: 3 clusters Score -1.41362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111563 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14136216.000000 Penalty: 3780.268799
	Iteration 51Q: 3 clusters Score -1.413622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14136215.000000 Penalty: 3780.268799
	Iteration 52Q: 3 clusters Score -1.413622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -14136210.000000 Penalty: 3780.268799
	Iteration 53Q: 3 clusters Score -1.413621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -14136211.000000 Penalty: 3780.268799
	Iteration 54Q: 3 clusters Score -1.413621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -14136217.000000 Penalty: 3780.268799
	Iteration 55Q: 3 clusters Score -1.413622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14136216.000000 Penalty: 3780.268799
	Iteration 56Q: 3 clusters Score -1.413622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -14136224.000000 Penalty: 3780.268799
	Iteration 57Q: 3 clusters Score -1.413622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14136218.000000 Penalty: 3780.268799
	Iteration 58Q: 3 clusters Score -1.413622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14136218.000000 Penalty: 3780.268799
	Iteration 59F: 3 clusters Score -1.413622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -665812.375000 Penalty: 1402.140259
	Iteration 0F: 2 clusters Score -665812.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -661416.875000 Penalty: 2804.280518
	Iteration 0F: 3 clusters Score -661416.9 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -662741.500000 Penalty: 2804.280518
	Iteration 1F: 3 clusters Score -662741.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -663007.375000 Penalty: 2804.280518
	Iteration 2F: 3 clusters Score -663007.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -663179.000000 Penalty: 2804.280518
	Iteration 3F: 3 clusters Score -663179 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -663304.125000 Penalty: 2804.280518
	Iteration 4Q: 3 clusters Score -663304.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -663408.750000 Penalty: 2804.280518
	Iteration 5Q: 3 clusters Score -663408.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -663509.562500 Penalty: 2804.280518
	Iteration 6Q: 3 clusters Score -663509.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -663585.562500 Penalty: 2804.280518
	Iteration 7Q: 3 clusters Score -663585.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -663651.750000 Penalty: 2804.280518
	Iteration 8Q: 3 clusters Score -663651.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -663712.062500 Penalty: 2804.280518
	Iteration 9Q: 3 clusters Score -663712.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -663774.750000 Penalty: 2804.280518
	Iteration 10Q: 3 clusters Score -663774.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -663815.125000 Penalty: 2804.280518
	Iteration 11Q: 3 clusters Score -663815.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -663858.000000 Penalty: 2804.280518
	Iteration 12Q: 3 clusters Score -663858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -663894.625000 Penalty: 2804.280518
	Iteration 13Q: 3 clusters Score -663894.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -663934.937500 Penalty: 2804.280518
	Iteration 14Q: 3 clusters Score -663934.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -663970.562500 Penalty: 2804.280518
	Iteration 15Q: 3 clusters Score -663970.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -664010.562500 Penalty: 2804.280518
	Iteration 16Q: 3 clusters Score -664010.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -664052.125000 Penalty: 2804.280518
	Iteration 17Q: 3 clusters Score -664052.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -664094.375000 Penalty: 2804.280518
	Iteration 18Q: 3 clusters Score -664094.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -664131.187500 Penalty: 2804.280518
	Iteration 19Q: 3 clusters Score -664131.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -664161.312500 Penalty: 2804.280518
	Iteration 20F: 3 clusters Score -664161.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -664186.187500 Penalty: 2804.280518
	Iteration 21Q: 3 clusters Score -664186.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -664205.937500 Penalty: 2804.280518
	Iteration 22Q: 3 clusters Score -664205.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -664225.562500 Penalty: 2804.280518
	Iteration 23Q: 3 clusters Score -664225.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -664246.187500 Penalty: 2804.280518
	Iteration 24Q: 3 clusters Score -664246.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -664267.312500 Penalty: 2804.280518
	Iteration 25Q: 3 clusters Score -664267.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -664288.062500 Penalty: 2804.280518
	Iteration 26Q: 3 clusters Score -664288.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -664309.437500 Penalty: 2804.280518
	Iteration 27Q: 3 clusters Score -664309.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -664331.750000 Penalty: 2804.280518
	Iteration 28Q: 3 clusters Score -664331.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -664361.000000 Penalty: 2804.280518
	Iteration 29Q: 3 clusters Score -664361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -664392.187500 Penalty: 2804.280518
	Iteration 30Q: 3 clusters Score -664392.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -664426.437500 Penalty: 2804.280518
	Iteration 31Q: 3 clusters Score -664426.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -664455.937500 Penalty: 2804.280518
	Iteration 32Q: 3 clusters Score -664455.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -664485.000000 Penalty: 2804.280518
	Iteration 33Q: 3 clusters Score -664485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -664515.000000 Penalty: 2804.280518
	Iteration 34Q: 3 clusters Score -664515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -664543.187500 Penalty: 2804.280518
	Iteration 35Q: 3 clusters Score -664543.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -664572.625000 Penalty: 2804.280518
	Iteration 36Q: 3 clusters Score -664572.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -664606.500000 Penalty: 2804.280518
	Iteration 37Q: 3 clusters Score -664606.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -664648.937500 Penalty: 2804.280518
	Iteration 38Q: 3 clusters Score -664648.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -664694.812500 Penalty: 2804.280518
	Iteration 39Q: 3 clusters Score -664694.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -664727.375000 Penalty: 2804.280518
	Iteration 40F: 3 clusters Score -664727.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -664748.000000 Penalty: 2804.280518
	Iteration 41Q: 3 clusters Score -664748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -664766.250000 Penalty: 2804.280518
	Iteration 42Q: 3 clusters Score -664766.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -664786.125000 Penalty: 2804.280518
	Iteration 43Q: 3 clusters Score -664786.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -664799.375000 Penalty: 2804.280518
	Iteration 44Q: 3 clusters Score -664799.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -664817.812500 Penalty: 2804.280518
	Iteration 45Q: 3 clusters Score -664817.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -664835.312500 Penalty: 2804.280518
	Iteration 46Q: 3 clusters Score -664835.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -664854.125000 Penalty: 2804.280518
	Iteration 47Q: 3 clusters Score -664854.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -664872.687500 Penalty: 2804.280518
	Iteration 48Q: 3 clusters Score -664872.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -664888.562500 Penalty: 2804.280518
	Iteration 49Q: 3 clusters Score -664888.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -664895.250000 Penalty: 2804.280518
	Iteration 50Q: 3 clusters Score -664895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -664904.062500 Penalty: 2804.280518
	Iteration 51Q: 3 clusters Score -664904.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -664909.312500 Penalty: 2804.280518
	Iteration 52Q: 3 clusters Score -664909.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -664913.125000 Penalty: 2804.280518
	Iteration 53Q: 3 clusters Score -664913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -664915.187500 Penalty: 2804.280518
	Iteration 54Q: 3 clusters Score -664915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -664915.625000 Penalty: 2804.280518
	Iteration 55Q: 3 clusters Score -664915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -664915.937500 Penalty: 2804.280518
	Iteration 56Q: 3 clusters Score -664915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -664915.937500 Penalty: 2804.280518
	Iteration 57F: 3 clusters Score -664915.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Entering Unmasked Estep 
Score: -1766264.875000 Penalty: 1556.295410
	Iteration 0F: 2 clusters Score -1766265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1756330.750000 Penalty: 3112.590820
	Iteration 0F: 3 clusters Score -1756331 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1759831.750000 Penalty: 3112.590820
	Iteration 1F: 3 clusters Score -1759832 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1760141.625000 Penalty: 3112.590820
	Iteration 2F: 3 clusters Score -1760142 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1760397.500000 Penalty: 3112.590820
	Iteration 3Q: 3 clusters Score -1760398 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1760616.375000 Penalty: 3112.590820
	Iteration 4Q: 3 clusters Score -1760616 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1760820.625000 Penalty: 3112.590820
	Iteration 5Q: 3 clusters Score -1760821 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1761049.250000 Penalty: 3112.590820
	Iteration 6Q: 3 clusters Score -1761049 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1761331.500000 Penalty: 3112.590820
	Iteration 7Q: 3 clusters Score -1761332 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1761698.000000 Penalty: 3112.590820
	Iteration 8Q: 3 clusters Score -1761698 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1762145.250000 Penalty: 3112.590820
	Iteration 9Q: 3 clusters Score -1762145 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1762581.500000 Penalty: 3112.590820
	Iteration 10Q: 3 clusters Score -1762582 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1763008.375000 Penalty: 3112.590820
	Iteration 11Q: 3 clusters Score -1763008 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1763353.750000 Penalty: 3112.590820
	Iteration 12Q: 3 clusters Score -1763354 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1763630.625000 Penalty: 3112.590820
	Iteration 13Q: 3 clusters Score -1763631 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1763868.000000 Penalty: 3112.590820
	Iteration 14Q: 3 clusters Score -1763868 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1764037.625000 Penalty: 3112.590820
	Iteration 15Q: 3 clusters Score -1764038 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1764182.375000 Penalty: 3112.590820
	Iteration 16Q: 3 clusters Score -1764182 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1764326.875000 Penalty: 3112.590820
	Iteration 17Q: 3 clusters Score -1764327 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1764470.875000 Penalty: 3112.590820
	Iteration 18Q: 3 clusters Score -1764471 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1764595.500000 Penalty: 3112.590820
	Iteration 19Q: 3 clusters Score -1764596 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1764707.625000 Penalty: 3112.590820
	Iteration 20F: 3 clusters Score -1764708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1764783.375000 Penalty: 3112.590820
	Iteration 21Q: 3 clusters Score -1764783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1764845.625000 Penalty: 3112.590820
	Iteration 22Q: 3 clusters Score -1764846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1764905.375000 Penalty: 3112.590820
	Iteration 23Q: 3 clusters Score -1764905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1764942.000000 Penalty: 3112.590820
	Iteration 24Q: 3 clusters Score -1764942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1764969.625000 Penalty: 3112.590820
	Iteration 25Q: 3 clusters Score -1764970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1764997.125000 Penalty: 3112.590820
	Iteration 26Q: 3 clusters Score -1764997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1765013.125000 Penalty: 3112.590820
	Iteration 27Q: 3 clusters Score -1765013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1765032.250000 Penalty: 3112.590820
	Iteration 28Q: 3 clusters Score -1765032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1765037.000000 Penalty: 3112.590820
	Iteration 29Q: 3 clusters Score -1765037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1765044.625000 Penalty: 3112.590820
	Iteration 30Q: 3 clusters Score -1765045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1765049.375000 Penalty: 3112.590820
	Iteration 31Q: 3 clusters Score -1765049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1765058.625000 Penalty: 3112.590820
	Iteration 32Q: 3 clusters Score -1765059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1765059.500000 Penalty: 3112.590820
	Iteration 33Q: 3 clusters Score -1765060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1765064.750000 Penalty: 3112.590820
	Iteration 34Q: 3 clusters Score -1765065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1765071.750000 Penalty: 3112.590820
	Iteration 35Q: 3 clusters Score -1765072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1765079.750000 Penalty: 3112.590820
	Iteration 36Q: 3 clusters Score -1765080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1765092.375000 Penalty: 3112.590820
	Iteration 37Q: 3 clusters Score -1765092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1765093.500000 Penalty: 3112.590820
	Iteration 38Q: 3 clusters Score -1765094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1765094.250000 Penalty: 3112.590820
	Iteration 39Q: 3 clusters Score -1765094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1765097.500000 Penalty: 3112.590820
	Iteration 40F: 3 clusters Score -1765098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1765104.875000 Penalty: 3112.590820
	Iteration 41Q: 3 clusters Score -1765105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1765101.625000 Penalty: 3112.590820
	Iteration 42Q: 3 clusters Score -1765102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1765102.625000 Penalty: 3112.590820
	Iteration 43Q: 3 clusters Score -1765103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1765105.875000 Penalty: 3112.590820
	Iteration 44Q: 3 clusters Score -1765106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1765106.375000 Penalty: 3112.590820
	Iteration 45Q: 3 clusters Score -1765106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1765106.875000 Penalty: 3112.590820
	Iteration 46Q: 3 clusters Score -1765107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1765108.750000 Penalty: 3112.590820
	Iteration 47Q: 3 clusters Score -1765109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1765110.375000 Penalty: 3112.590820
	Iteration 48Q: 3 clusters Score -1765110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1765109.375000 Penalty: 3112.590820
	Iteration 49Q: 3 clusters Score -1765109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1765111.375000 Penalty: 3112.590820
	Iteration 50Q: 3 clusters Score -1765111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1765111.375000 Penalty: 3112.590820
	Iteration 51F: 3 clusters Score -1765111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Entering Unmasked Estep 
Score: -13579239.000000 Penalty: 1883.168335
	Iteration 0F: 2 clusters Score -1.357924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -13508920.000000 Penalty: 3766.336670
	Iteration 0F: 3 clusters Score -1.350892e+07 nChanged 51660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -13538724.000000 Penalty: 3766.336670
	Iteration 1F: 3 clusters Score -1.353872e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -13539733.000000 Penalty: 3766.336670
	Iteration 2Q: 3 clusters Score -1.353973e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -13541422.000000 Penalty: 3766.336670
	Iteration 3Q: 3 clusters Score -1.354142e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -13544378.000000 Penalty: 3766.336670
	Iteration 4F: 3 clusters Score -1.354438e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -13549092.000000 Penalty: 3766.336670
	Iteration 5F: 3 clusters Score -1.354909e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -13555418.000000 Penalty: 3766.336670
	Iteration 6F: 3 clusters Score -1.355542e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -13561691.000000 Penalty: 3766.336670
	Iteration 7F: 3 clusters Score -1.356169e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -13566808.000000 Penalty: 3766.336670
	Iteration 8F: 3 clusters Score -1.356681e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -13570056.000000 Penalty: 3766.336670
	Iteration 9Q: 3 clusters Score -1.357006e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -13571921.000000 Penalty: 3766.336670
	Iteration 10Q: 3 clusters Score -1.357192e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -13572831.000000 Penalty: 3766.336670
	Iteration 11Q: 3 clusters Score -1.357283e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -13573493.000000 Penalty: 3766.336670
	Iteration 12Q: 3 clusters Score -1.357349e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -13573978.000000 Penalty: 3766.336670
	Iteration 13Q: 3 clusters Score -1.357398e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -13574362.000000 Penalty: 3766.336670
	Iteration 14Q: 3 clusters Score -1.357436e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 96794 members 
Entering Unmasked Estep 
Score: -13574793.000000 Penalty: 3766.336670
	Iteration 15Q: 3 clusters Score -1.357479e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 97748 members 
Entering Unmasked Estep 
Score: -13575146.000000 Penalty: 3766.336670
	Iteration 16Q: 3 clusters Score -1.357515e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -13575492.000000 Penalty: 3766.336670
	Iteration 17Q: 3 clusters Score -1.357549e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -13575795.000000 Penalty: 3766.336670
	Iteration 18Q: 3 clusters Score -1.35758e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -13576073.000000 Penalty: 3766.336670
	Iteration 19Q: 3 clusters Score -1.357607e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -13576328.000000 Penalty: 3766.336670
	Iteration 20F: 3 clusters Score -1.357633e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -13576539.000000 Penalty: 3766.336670
	Iteration 21Q: 3 clusters Score -1.357654e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -13576739.000000 Penalty: 3766.336670
	Iteration 22Q: 3 clusters Score -1.357674e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 102646 members 
Entering Unmasked Estep 
Score: -13576962.000000 Penalty: 3766.336670
	Iteration 23Q: 3 clusters Score -1.357696e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -13577156.000000 Penalty: 3766.336670
	Iteration 24Q: 3 clusters Score -1.357716e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -13577257.000000 Penalty: 3766.336670
	Iteration 25Q: 3 clusters Score -1.357726e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -13577336.000000 Penalty: 3766.336670
	Iteration 26Q: 3 clusters Score -1.357734e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -13577446.000000 Penalty: 3766.336670
	Iteration 27Q: 3 clusters Score -1.357745e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -13577549.000000 Penalty: 3766.336670
	Iteration 28Q: 3 clusters Score -1.357755e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
Score: -13577614.000000 Penalty: 3766.336670
	Iteration 29Q: 3 clusters Score -1.357761e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -13577682.000000 Penalty: 3766.336670
	Iteration 30Q: 3 clusters Score -1.357768e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 105489 members 
Entering Unmasked Estep 
Score: -13577708.000000 Penalty: 3766.336670
	Iteration 31Q: 3 clusters Score -1.357771e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -13577735.000000 Penalty: 3766.336670
	Iteration 32Q: 3 clusters Score -1.357774e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -13577776.000000 Penalty: 3766.336670
	Iteration 33Q: 3 clusters Score -1.357778e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -13577805.000000 Penalty: 3766.336670
	Iteration 34Q: 3 clusters Score -1.35778e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13577824.000000 Penalty: 3766.336670
	Iteration 35Q: 3 clusters Score -1.357782e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 106010 members 
Entering Unmasked Estep 
Score: -13577846.000000 Penalty: 3766.336670
	Iteration 36Q: 3 clusters Score -1.357785e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -13577851.000000 Penalty: 3766.336670
	Iteration 37Q: 3 clusters Score -1.357785e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -13577880.000000 Penalty: 3766.336670
	Iteration 38Q: 3 clusters Score -1.357788e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -13577898.000000 Penalty: 3766.336670
	Iteration 39Q: 3 clusters Score -1.35779e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 106274 members 
Entering Unmasked Estep 
Score: -13577906.000000 Penalty: 3766.336670
	Iteration 40F: 3 clusters Score -1.357791e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -13577947.000000 Penalty: 3766.336670
	Iteration 41Q: 3 clusters Score -1.357795e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -13577952.000000 Penalty: 3766.336670
	Iteration 42Q: 3 clusters Score -1.357795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -13577937.000000 Penalty: 3766.336670
	Iteration 43Q: 3 clusters Score -1.357794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 106436 members 
Entering Unmasked Estep 
Score: -13577952.000000 Penalty: 3766.336670
	Iteration 44Q: 3 clusters Score -1.357795e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 106474 members 
Entering Unmasked Estep 
Score: -13577966.000000 Penalty: 3766.336670
	Iteration 45Q: 3 clusters Score -1.357797e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -13577978.000000 Penalty: 3766.336670
	Iteration 46Q: 3 clusters Score -1.357798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13577972.000000 Penalty: 3766.336670
	Iteration 47Q: 3 clusters Score -1.357797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -13577982.000000 Penalty: 3766.336670
	Iteration 48Q: 3 clusters Score -1.357798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -13577991.000000 Penalty: 3766.336670
	Iteration 49Q: 3 clusters Score -1.357799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -13577990.000000 Penalty: 3766.336670
	Iteration 50Q: 3 clusters Score -1.357799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -13578012.000000 Penalty: 3766.336670
	Iteration 51Q: 3 clusters Score -1.357801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -13578000.000000 Penalty: 3766.336670
	Iteration 52Q: 3 clusters Score -1.3578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -13578006.000000 Penalty: 3766.336670
	Iteration 53Q: 3 clusters Score -1.357801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 106615 members 
Entering Unmasked Estep 
Score: -13578008.000000 Penalty: 3766.336670
	Iteration 54Q: 3 clusters Score -1.357801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 106618 members 
Entering Unmasked Estep 
Score: -13577996.000000 Penalty: 3766.336670
	Iteration 55Q: 3 clusters Score -1.3578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -13578008.000000 Penalty: 3766.336670
	Iteration 56Q: 3 clusters Score -1.357801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -13578013.000000 Penalty: 3766.336670
	Iteration 57Q: 3 clusters Score -1.357801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -13578021.000000 Penalty: 3766.336670
	Iteration 58Q: 3 clusters Score -1.357802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -13578019.000000 Penalty: 3766.336670
	Iteration 59Q: 3 clusters Score -1.357802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -13578019.000000 Penalty: 3766.336670
	Iteration 60F: 3 clusters Score -1.357802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Entering Unmasked Estep 
Score: -588917.500000 Penalty: 1378.792480
	Iteration 0F: 2 clusters Score -588917.5 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 2443 members 
Entering Unmasked Estep 
Score: -585039.562500 Penalty: 2757.584961
	Iteration 0F: 3 clusters Score -585039.6 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -586133.875000 Penalty: 2757.584961
	Iteration 1F: 3 clusters Score -586133.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -586347.000000 Penalty: 2757.584961
	Iteration 2F: 3 clusters Score -586347 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -586486.250000 Penalty: 2757.584961
	Iteration 3F: 3 clusters Score -586486.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -586594.187500 Penalty: 2757.584961
	Iteration 4Q: 3 clusters Score -586594.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -586688.625000 Penalty: 2757.584961
	Iteration 5Q: 3 clusters Score -586688.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -586760.625000 Penalty: 2757.584961
	Iteration 6Q: 3 clusters Score -586760.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -586812.625000 Penalty: 2757.584961
	Iteration 7Q: 3 clusters Score -586812.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -586853.562500 Penalty: 2757.584961
	Iteration 8Q: 3 clusters Score -586853.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -586896.375000 Penalty: 2757.584961
	Iteration 9Q: 3 clusters Score -586896.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -586956.750000 Penalty: 2757.584961
	Iteration 10Q: 3 clusters Score -586956.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -587022.750000 Penalty: 2757.584961
	Iteration 11Q: 3 clusters Score -587022.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -587088.000000 Penalty: 2757.584961
	Iteration 12Q: 3 clusters Score -587088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -587149.062500 Penalty: 2757.584961
	Iteration 13Q: 3 clusters Score -587149.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -587212.312500 Penalty: 2757.584961
	Iteration 14Q: 3 clusters Score -587212.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -587288.000000 Penalty: 2757.584961
	Iteration 15Q: 3 clusters Score -587288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -587351.187500 Penalty: 2757.584961
	Iteration 16Q: 3 clusters Score -587351.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -587408.875000 Penalty: 2757.584961
	Iteration 17Q: 3 clusters Score -587408.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -587451.250000 Penalty: 2757.584961
	Iteration 18Q: 3 clusters Score -587451.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -587483.437500 Penalty: 2757.584961
	Iteration 19Q: 3 clusters Score -587483.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -587518.812500 Penalty: 2757.584961
	Iteration 20F: 3 clusters Score -587518.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -587563.125000 Penalty: 2757.584961
	Iteration 21Q: 3 clusters Score -587563.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -587593.562500 Penalty: 2757.584961
	Iteration 22Q: 3 clusters Score -587593.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -587621.062500 Penalty: 2757.584961
	Iteration 23Q: 3 clusters Score -587621.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -587653.875000 Penalty: 2757.584961
	Iteration 24Q: 3 clusters Score -587653.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -587685.000000 Penalty: 2757.584961
	Iteration 25Q: 3 clusters Score -587685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -587704.437500 Penalty: 2757.584961
	Iteration 26Q: 3 clusters Score -587704.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -587720.250000 Penalty: 2757.584961
	Iteration 27Q: 3 clusters Score -587720.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -587732.625000 Penalty: 2757.584961
	Iteration 28Q: 3 clusters Score -587732.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -587746.250000 Penalty: 2757.584961
	Iteration 29Q: 3 clusters Score -587746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -587751.687500 Penalty: 2757.584961
	Iteration 30Q: 3 clusters Score -587751.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -587756.875000 Penalty: 2757.584961
	Iteration 31Q: 3 clusters Score -587756.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -587760.000000 Penalty: 2757.584961
	Iteration 32Q: 3 clusters Score -587760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -587762.312500 Penalty: 2757.584961
	Iteration 33Q: 3 clusters Score -587762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -587763.812500 Penalty: 2757.584961
	Iteration 34Q: 3 clusters Score -587763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -587764.375000 Penalty: 2757.584961
	Iteration 35Q: 3 clusters Score -587764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -587764.500000 Penalty: 2757.584961
	Iteration 36Q: 3 clusters Score -587764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -587768.812500 Penalty: 2757.584961
	Iteration 37Q: 3 clusters Score -587768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -587773.437500 Penalty: 2757.584961
	Iteration 38Q: 3 clusters Score -587773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -587775.625000 Penalty: 2757.584961
	Iteration 39Q: 3 clusters Score -587775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -587776.250000 Penalty: 2757.584961
	Iteration 40F: 3 clusters Score -587776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -587775.937500 Penalty: 2757.584961
	Iteration 41Q: 3 clusters Score -587775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -587777.812500 Penalty: 2757.584961
	Iteration 42Q: 3 clusters Score -587777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -587777.375000 Penalty: 2757.584961
	Iteration 43Q: 3 clusters Score -587777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -587777.375000 Penalty: 2757.584961
	Iteration 44Q: 3 clusters Score -587777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -587779.125000 Penalty: 2757.584961
	Iteration 45Q: 3 clusters Score -587779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -587780.000000 Penalty: 2757.584961
	Iteration 46Q: 3 clusters Score -587780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -587779.000000 Penalty: 2757.584961
	Iteration 47Q: 3 clusters Score -587779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -587779.437500 Penalty: 2757.584961
	Iteration 48Q: 3 clusters Score -587779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -587779.375000 Penalty: 2757.584961
	Iteration 49Q: 3 clusters Score -587779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -587780.812500 Penalty: 2757.584961
	Iteration 50Q: 3 clusters Score -587780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -587781.250000 Penalty: 2757.584961
	Iteration 51Q: 3 clusters Score -587781.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -587781.250000 Penalty: 2757.584961
	Iteration 52F: 3 clusters Score -587781.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Entering Unmasked Estep 
Score: -624753.750000 Penalty: 1387.516479
	Iteration 0F: 2 clusters Score -624753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -620741.625000 Penalty: 2775.032959
	Iteration 0F: 3 clusters Score -620741.6 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -621789.125000 Penalty: 2775.032959
	Iteration 1F: 3 clusters Score -621789.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -622006.875000 Penalty: 2775.032959
	Iteration 2F: 3 clusters Score -622006.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -622189.562500 Penalty: 2775.032959
	Iteration 3F: 3 clusters Score -622189.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -622341.000000 Penalty: 2775.032959
	Iteration 4Q: 3 clusters Score -622341 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -622475.062500 Penalty: 2775.032959
	Iteration 5Q: 3 clusters Score -622475.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -622621.375000 Penalty: 2775.032959
	Iteration 6Q: 3 clusters Score -622621.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -622778.187500 Penalty: 2775.032959
	Iteration 7Q: 3 clusters Score -622778.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -622939.875000 Penalty: 2775.032959
	Iteration 8Q: 3 clusters Score -622939.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -623099.375000 Penalty: 2775.032959
	Iteration 9Q: 3 clusters Score -623099.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -623254.062500 Penalty: 2775.032959
	Iteration 10Q: 3 clusters Score -623254.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -623401.000000 Penalty: 2775.032959
	Iteration 11Q: 3 clusters Score -623401 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -623500.312500 Penalty: 2775.032959
	Iteration 12Q: 3 clusters Score -623500.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -623562.500000 Penalty: 2775.032959
	Iteration 13Q: 3 clusters Score -623562.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -623607.812500 Penalty: 2775.032959
	Iteration 14Q: 3 clusters Score -623607.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -623638.687500 Penalty: 2775.032959
	Iteration 15Q: 3 clusters Score -623638.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -623665.500000 Penalty: 2775.032959
	Iteration 16Q: 3 clusters Score -623665.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -623688.000000 Penalty: 2775.032959
	Iteration 17Q: 3 clusters Score -623688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -623705.687500 Penalty: 2775.032959
	Iteration 18Q: 3 clusters Score -623705.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -623717.062500 Penalty: 2775.032959
	Iteration 19Q: 3 clusters Score -623717.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -623729.125000 Penalty: 2775.032959
	Iteration 20F: 3 clusters Score -623729.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -623737.437500 Penalty: 2775.032959
	Iteration 21Q: 3 clusters Score -623737.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -623744.750000 Penalty: 2775.032959
	Iteration 22Q: 3 clusters Score -623744.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -623750.750000 Penalty: 2775.032959
	Iteration 23Q: 3 clusters Score -623750.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -623757.687500 Penalty: 2775.032959
	Iteration 24Q: 3 clusters Score -623757.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -623763.562500 Penalty: 2775.032959
	Iteration 25Q: 3 clusters Score -623763.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -623767.250000 Penalty: 2775.032959
	Iteration 26Q: 3 clusters Score -623767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -623769.687500 Penalty: 2775.032959
	Iteration 27Q: 3 clusters Score -623769.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -623770.562500 Penalty: 2775.032959
	Iteration 28Q: 3 clusters Score -623770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -623771.062500 Penalty: 2775.032959
	Iteration 29Q: 3 clusters Score -623771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -623772.625000 Penalty: 2775.032959
	Iteration 30Q: 3 clusters Score -623772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -623772.250000 Penalty: 2775.032959
	Iteration 31Q: 3 clusters Score -623772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -623772.250000 Penalty: 2775.032959
	Iteration 32F: 3 clusters Score -623772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Entering Unmasked Estep 
Score: -2565327.000000 Penalty: 1610.877441
	Iteration 0F: 2 clusters Score -2565327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2551523.750000 Penalty: 3221.754883
	Iteration 0F: 3 clusters Score -2551524 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2556508.000000 Penalty: 3221.754883
	Iteration 1F: 3 clusters Score -2556508 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2556807.250000 Penalty: 3221.754883
	Iteration 2Q: 3 clusters Score -2556807 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2557092.250000 Penalty: 3221.754883
	Iteration 3Q: 3 clusters Score -2557092 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2557383.500000 Penalty: 3221.754883
	Iteration 4Q: 3 clusters Score -2557384 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2557738.250000 Penalty: 3221.754883
	Iteration 5Q: 3 clusters Score -2557738 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2558165.000000 Penalty: 3221.754883
	Iteration 6Q: 3 clusters Score -2558165 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2558726.750000 Penalty: 3221.754883
	Iteration 7Q: 3 clusters Score -2558727 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2559500.000000 Penalty: 3221.754883
	Iteration 8F: 3 clusters Score -2559500 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2560499.500000 Penalty: 3221.754883
	Iteration 9F: 3 clusters Score -2560500 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2561582.250000 Penalty: 3221.754883
	Iteration 10F: 3 clusters Score -2561582 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2562498.500000 Penalty: 3221.754883
	Iteration 11Q: 3 clusters Score -2562498 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2563103.000000 Penalty: 3221.754883
	Iteration 12Q: 3 clusters Score -2563103 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2563438.250000 Penalty: 3221.754883
	Iteration 13Q: 3 clusters Score -2563438 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2563636.500000 Penalty: 3221.754883
	Iteration 14Q: 3 clusters Score -2563636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2563753.750000 Penalty: 3221.754883
	Iteration 15Q: 3 clusters Score -2563754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2563818.000000 Penalty: 3221.754883
	Iteration 16Q: 3 clusters Score -2563818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2563853.500000 Penalty: 3221.754883
	Iteration 17Q: 3 clusters Score -2563854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2563897.000000 Penalty: 3221.754883
	Iteration 18Q: 3 clusters Score -2563897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2563919.500000 Penalty: 3221.754883
	Iteration 19Q: 3 clusters Score -2563920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2563932.500000 Penalty: 3221.754883
	Iteration 20F: 3 clusters Score -2563932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2563941.000000 Penalty: 3221.754883
	Iteration 21Q: 3 clusters Score -2563941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2563945.500000 Penalty: 3221.754883
	Iteration 22Q: 3 clusters Score -2563946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2563953.750000 Penalty: 3221.754883
	Iteration 23Q: 3 clusters Score -2563954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2563953.250000 Penalty: 3221.754883
	Iteration 24Q: 3 clusters Score -2563953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2563953.250000 Penalty: 3221.754883
	Iteration 25F: 3 clusters Score -2563953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (125418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Entering Unmasked Estep 
Score: -15879601.000000 Penalty: 1907.653687
	Iteration 0F: 2 clusters Score -1.58796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -15802004.000000 Penalty: 3815.307373
	Iteration 0F: 3 clusters Score -1.5802e+07 nChanged 60362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -15837566.000000 Penalty: 3815.307373
	Iteration 1F: 3 clusters Score -1.583757e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -15838453.000000 Penalty: 3815.307373
	Iteration 2Q: 3 clusters Score -1.583845e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -15839917.000000 Penalty: 3815.307373
	Iteration 3Q: 3 clusters Score -1.583992e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -15842051.000000 Penalty: 3815.307373
	Iteration 4Q: 3 clusters Score -1.584205e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -15845502.000000 Penalty: 3815.307373
	Iteration 5Q: 3 clusters Score -1.58455e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -15850317.000000 Penalty: 3815.307373
	Iteration 6F: 3 clusters Score -1.585032e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -15855883.000000 Penalty: 3815.307373
	Iteration 7F: 3 clusters Score -1.585588e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -15861392.000000 Penalty: 3815.307373
	Iteration 8F: 3 clusters Score -1.586139e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -15865789.000000 Penalty: 3815.307373
	Iteration 9F: 3 clusters Score -1.586579e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -15868647.000000 Penalty: 3815.307373
	Iteration 10Q: 3 clusters Score -1.586865e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -15869983.000000 Penalty: 3815.307373
	Iteration 11Q: 3 clusters Score -1.586998e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -15870601.000000 Penalty: 3815.307373
	Iteration 12Q: 3 clusters Score -1.58706e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -15871046.000000 Penalty: 3815.307373
	Iteration 13Q: 3 clusters Score -1.587105e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -15871534.000000 Penalty: 3815.307373
	Iteration 14Q: 3 clusters Score -1.587153e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -15871942.000000 Penalty: 3815.307373
	Iteration 15Q: 3 clusters Score -1.587194e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -15872317.000000 Penalty: 3815.307373
	Iteration 16Q: 3 clusters Score -1.587232e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -15872707.000000 Penalty: 3815.307373
	Iteration 17Q: 3 clusters Score -1.587271e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -15873070.000000 Penalty: 3815.307373
	Iteration 18Q: 3 clusters Score -1.587307e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -15873437.000000 Penalty: 3815.307373
	Iteration 19Q: 3 clusters Score -1.587344e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -15873867.000000 Penalty: 3815.307373
	Iteration 20F: 3 clusters Score -1.587387e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -15874230.000000 Penalty: 3815.307373
	Iteration 21Q: 3 clusters Score -1.587423e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -15874501.000000 Penalty: 3815.307373
	Iteration 22Q: 3 clusters Score -1.58745e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 104005 members 
Entering Unmasked Estep 
Score: -15874816.000000 Penalty: 3815.307373
	Iteration 23Q: 3 clusters Score -1.587482e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 105111 members 
Entering Unmasked Estep 
Score: -15875134.000000 Penalty: 3815.307373
	Iteration 24Q: 3 clusters Score -1.587513e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -15875430.000000 Penalty: 3815.307373
	Iteration 25Q: 3 clusters Score -1.587543e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -15875646.000000 Penalty: 3815.307373
	Iteration 26Q: 3 clusters Score -1.587565e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 108188 members 
Entering Unmasked Estep 
Score: -15875896.000000 Penalty: 3815.307373
	Iteration 27Q: 3 clusters Score -1.58759e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -15876148.000000 Penalty: 3815.307373
	Iteration 28Q: 3 clusters Score -1.587615e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -15876378.000000 Penalty: 3815.307373
	Iteration 29Q: 3 clusters Score -1.587638e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 111005 members 
Entering Unmasked Estep 
Score: -15876519.000000 Penalty: 3815.307373
	Iteration 30Q: 3 clusters Score -1.587652e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -15876693.000000 Penalty: 3815.307373
	Iteration 31Q: 3 clusters Score -1.587669e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 112872 members 
Entering Unmasked Estep 
Score: -15876854.000000 Penalty: 3815.307373
	Iteration 32Q: 3 clusters Score -1.587685e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 113742 members 
Entering Unmasked Estep 
Score: -15877008.000000 Penalty: 3815.307373
	Iteration 33Q: 3 clusters Score -1.587701e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -15877104.000000 Penalty: 3815.307373
	Iteration 34Q: 3 clusters Score -1.58771e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 115375 members 
Entering Unmasked Estep 
Score: -15877255.000000 Penalty: 3815.307373
	Iteration 35Q: 3 clusters Score -1.587726e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 116125 members 
Entering Unmasked Estep 
Score: -15877406.000000 Penalty: 3815.307373
	Iteration 36Q: 3 clusters Score -1.587741e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -15877462.000000 Penalty: 3815.307373
	Iteration 37Q: 3 clusters Score -1.587746e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 117430 members 
Entering Unmasked Estep 
Score: -15877596.000000 Penalty: 3815.307373
	Iteration 38Q: 3 clusters Score -1.58776e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -15877624.000000 Penalty: 3815.307373
	Iteration 39Q: 3 clusters Score -1.587762e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -15877728.000000 Penalty: 3815.307373
	Iteration 40F: 3 clusters Score -1.587773e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 119003 members 
Entering Unmasked Estep 
Score: -15877797.000000 Penalty: 3815.307373
	Iteration 41Q: 3 clusters Score -1.58778e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -15877881.000000 Penalty: 3815.307373
	Iteration 42Q: 3 clusters Score -1.587788e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -15877922.000000 Penalty: 3815.307373
	Iteration 43Q: 3 clusters Score -1.587792e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 120074 members 
Entering Unmasked Estep 
Score: -15877968.000000 Penalty: 3815.307373
	Iteration 44Q: 3 clusters Score -1.587797e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 120341 members 
Entering Unmasked Estep 
Score: -15878025.000000 Penalty: 3815.307373
	Iteration 45Q: 3 clusters Score -1.587802e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -15878023.000000 Penalty: 3815.307373
	Iteration 46Q: 3 clusters Score -1.587802e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 120775 members 
Entering Unmasked Estep 
Score: -15878081.000000 Penalty: 3815.307373
	Iteration 47Q: 3 clusters Score -1.587808e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -15878135.000000 Penalty: 3815.307373
	Iteration 48Q: 3 clusters Score -1.587814e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 121151 members 
Entering Unmasked Estep 
Score: -15878130.000000 Penalty: 3815.307373
	Iteration 49Q: 3 clusters Score -1.587813e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 121302 members 
Entering Unmasked Estep 
Score: -15878102.000000 Penalty: 3815.307373
	Iteration 50Q: 3 clusters Score -1.58781e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -15878122.000000 Penalty: 3815.307373
	Iteration 51Q: 3 clusters Score -1.587812e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -15878134.000000 Penalty: 3815.307373
	Iteration 52Q: 3 clusters Score -1.587813e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
Score: -15878125.000000 Penalty: 3815.307373
	Iteration 53Q: 3 clusters Score -1.587812e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 121699 members 
Entering Unmasked Estep 
Score: -15878137.000000 Penalty: 3815.307373
	Iteration 54Q: 3 clusters Score -1.587814e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
Score: -15878160.000000 Penalty: 3815.307373
	Iteration 55Q: 3 clusters Score -1.587816e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 121906 members 
Entering Unmasked Estep 
Score: -15878123.000000 Penalty: 3815.307373
	Iteration 56Q: 3 clusters Score -1.587812e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 121988 members 
Entering Unmasked Estep 
Score: -15878142.000000 Penalty: 3815.307373
	Iteration 57Q: 3 clusters Score -1.587814e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -15878143.000000 Penalty: 3815.307373
	Iteration 58Q: 3 clusters Score -1.587814e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 122149 members 
Entering Unmasked Estep 
Score: -15878149.000000 Penalty: 3815.307373
	Iteration 59Q: 3 clusters Score -1.587815e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 122213 members 
Entering Unmasked Estep 
Score: -15878139.000000 Penalty: 3815.307373
	Iteration 60F: 3 clusters Score -1.587814e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 122262 members 
Entering Unmasked Estep 
Score: -15878145.000000 Penalty: 3815.307373
	Iteration 61Q: 3 clusters Score -1.587814e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 122310 members 
Entering Unmasked Estep 
Score: -15878144.000000 Penalty: 3815.307373
	Iteration 62Q: 3 clusters Score -1.587814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 122342 members 
Entering Unmasked Estep 
Score: -15878158.000000 Penalty: 3815.307373
	Iteration 63Q: 3 clusters Score -1.587816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 122381 members 
Entering Unmasked Estep 
Score: -15878160.000000 Penalty: 3815.307373
	Iteration 64Q: 3 clusters Score -1.587816e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 122412 members 
Entering Unmasked Estep 
Score: -15878148.000000 Penalty: 3815.307373
	Iteration 65Q: 3 clusters Score -1.587815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -15878136.000000 Penalty: 3815.307373
	Iteration 66Q: 3 clusters Score -1.587814e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -15878162.000000 Penalty: 3815.307373
	Iteration 67Q: 3 clusters Score -1.587816e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -15878166.000000 Penalty: 3815.307373
	Iteration 68Q: 3 clusters Score -1.587817e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 122529 members 
Entering Unmasked Estep 
Score: -15878176.000000 Penalty: 3815.307373
	Iteration 69Q: 3 clusters Score -1.587818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 122559 members 
Entering Unmasked Estep 
Score: -15878178.000000 Penalty: 3815.307373
	Iteration 70Q: 3 clusters Score -1.587818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -15878214.000000 Penalty: 3815.307373
	Iteration 71Q: 3 clusters Score -1.587821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -15878210.000000 Penalty: 3815.307373
	Iteration 72Q: 3 clusters Score -1.587821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -15878214.000000 Penalty: 3815.307373
	Iteration 73Q: 3 clusters Score -1.587821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 122645 members 
Entering Unmasked Estep 
Score: -15878198.000000 Penalty: 3815.307373
	Iteration 74Q: 3 clusters Score -1.58782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 122666 members 
Entering Unmasked Estep 
Score: -15878206.000000 Penalty: 3815.307373
	Iteration 75Q: 3 clusters Score -1.587821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -15878222.000000 Penalty: 3815.307373
	Iteration 76Q: 3 clusters Score -1.587822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -15878218.000000 Penalty: 3815.307373
	Iteration 77Q: 3 clusters Score -1.587822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -15878227.000000 Penalty: 3815.307373
	Iteration 78Q: 3 clusters Score -1.587823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -15878236.000000 Penalty: 3815.307373
	Iteration 79Q: 3 clusters Score -1.587824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -15878240.000000 Penalty: 3815.307373
	Iteration 80F: 3 clusters Score -1.587824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 122742 members 
Entering Unmasked Estep 
Score: -15878223.000000 Penalty: 3815.307373
	Iteration 81Q: 3 clusters Score -1.587822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -15878220.000000 Penalty: 3815.307373
	Iteration 82Q: 3 clusters Score -1.587822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 122759 members 
Entering Unmasked Estep 
Score: -15878202.000000 Penalty: 3815.307373
	Iteration 83Q: 3 clusters Score -1.58782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -15878180.000000 Penalty: 3815.307373
	Iteration 84Q: 3 clusters Score -1.587818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 122786 members 
Entering Unmasked Estep 
Score: -15878183.000000 Penalty: 3815.307373
	Iteration 85Q: 3 clusters Score -1.587818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -15878192.000000 Penalty: 3815.307373
	Iteration 86Q: 3 clusters Score -1.587819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -15878196.000000 Penalty: 3815.307373
	Iteration 87Q: 3 clusters Score -1.58782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -15878175.000000 Penalty: 3815.307373
	Iteration 88Q: 3 clusters Score -1.587818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -15878176.000000 Penalty: 3815.307373
	Iteration 89Q: 3 clusters Score -1.587818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -15878182.000000 Penalty: 3815.307373
	Iteration 90Q: 3 clusters Score -1.587818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 122823 members 
Entering Unmasked Estep 
Score: -15878166.000000 Penalty: 3815.307373
	Iteration 91Q: 3 clusters Score -1.587817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -15878184.000000 Penalty: 3815.307373
	Iteration 92Q: 3 clusters Score -1.587818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 122850 members 
Entering Unmasked Estep 
Score: -15878180.000000 Penalty: 3815.307373
	Iteration 93Q: 3 clusters Score -1.587818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
Score: -15878181.000000 Penalty: 3815.307373
	Iteration 94Q: 3 clusters Score -1.587818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -15878195.000000 Penalty: 3815.307373
	Iteration 95Q: 3 clusters Score -1.58782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -15878184.000000 Penalty: 3815.307373
	Iteration 96Q: 3 clusters Score -1.587818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -15878179.000000 Penalty: 3815.307373
	Iteration 97Q: 3 clusters Score -1.587818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 122889 members 
Entering Unmasked Estep 
Score: -15878181.000000 Penalty: 3815.307373
	Iteration 98Q: 3 clusters Score -1.587818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -15878190.000000 Penalty: 3815.307373
	Iteration 99Q: 3 clusters Score -1.587819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 122896 members 
Entering Unmasked Estep 
Score: -15878205.000000 Penalty: 3815.307373
	Iteration 100F: 3 clusters Score -1.58782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 122900 members 
Entering Unmasked Estep 
Score: -15878202.000000 Penalty: 3815.307373
	Iteration 101Q: 3 clusters Score -1.58782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -15878214.000000 Penalty: 3815.307373
	Iteration 102Q: 3 clusters Score -1.587821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 122905 members 
Entering Unmasked Estep 
Score: -15878219.000000 Penalty: 3815.307373
	Iteration 103Q: 3 clusters Score -1.587822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -15878209.000000 Penalty: 3815.307373
	Iteration 104Q: 3 clusters Score -1.587821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -15878210.000000 Penalty: 3815.307373
	Iteration 105Q: 3 clusters Score -1.587821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
Score: -15878212.000000 Penalty: 3815.307373
	Iteration 106Q: 3 clusters Score -1.587821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
Score: -15878221.000000 Penalty: 3815.307373
	Iteration 107Q: 3 clusters Score -1.587822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 122915 members 
Entering Unmasked Estep 
Score: -15878219.000000 Penalty: 3815.307373
	Iteration 108Q: 3 clusters Score -1.587822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -15878218.000000 Penalty: 3815.307373
	Iteration 109Q: 3 clusters Score -1.587822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -15878214.000000 Penalty: 3815.307373
	Iteration 110Q: 3 clusters Score -1.587821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 122920 members 
Entering Unmasked Estep 
Score: -15878215.000000 Penalty: 3815.307373
	Iteration 111Q: 3 clusters Score -1.587822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -15878216.000000 Penalty: 3815.307373
	Iteration 112Q: 3 clusters Score -1.587822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 122926 members 
Entering Unmasked Estep 
Score: -15878210.000000 Penalty: 3815.307373
	Iteration 113Q: 3 clusters Score -1.587821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -15878205.000000 Penalty: 3815.307373
	Iteration 114Q: 3 clusters Score -1.58782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
Score: -15878202.000000 Penalty: 3815.307373
	Iteration 115Q: 3 clusters Score -1.58782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
Score: -15878198.000000 Penalty: 3815.307373
	Iteration 116Q: 3 clusters Score -1.58782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -15878201.000000 Penalty: 3815.307373
	Iteration 117Q: 3 clusters Score -1.58782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 122948 members 
Entering Unmasked Estep 
Score: -15878210.000000 Penalty: 3815.307373
	Iteration 118Q: 3 clusters Score -1.587821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 122952 members 
Entering Unmasked Estep 
Score: -15878200.000000 Penalty: 3815.307373
	Iteration 119Q: 3 clusters Score -1.58782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -15878206.000000 Penalty: 3815.307373
	Iteration 120F: 3 clusters Score -1.587821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 122955 members 
Entering Unmasked Estep 
Score: -15878205.000000 Penalty: 3815.307373
	Iteration 121Q: 3 clusters Score -1.58782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 122958 members 
Entering Unmasked Estep 
Score: -15878201.000000 Penalty: 3815.307373
	Iteration 122Q: 3 clusters Score -1.58782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -15878203.000000 Penalty: 3815.307373
	Iteration 123Q: 3 clusters Score -1.58782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 122961 members 
Entering Unmasked Estep 
Score: -15878198.000000 Penalty: 3815.307373
	Iteration 124Q: 3 clusters Score -1.58782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -15878202.000000 Penalty: 3815.307373
	Iteration 125Q: 3 clusters Score -1.58782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -15878202.000000 Penalty: 3815.307373
	Iteration 126Q: 3 clusters Score -1.58782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -15878202.000000 Penalty: 3815.307373
	Iteration 127F: 3 clusters Score -1.58782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Entering Unmasked Estep 
Score: -2085448.000000 Penalty: 1579.106689
	Iteration 0F: 2 clusters Score -2085448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2073971.250000 Penalty: 3158.213379
	Iteration 0F: 3 clusters Score -2073971 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2077957.750000 Penalty: 3158.213379
	Iteration 1F: 3 clusters Score -2077958 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2078224.375000 Penalty: 3158.213379
	Iteration 2Q: 3 clusters Score -2078224 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2078458.875000 Penalty: 3158.213379
	Iteration 3Q: 3 clusters Score -2078459 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2078678.875000 Penalty: 3158.213379
	Iteration 4Q: 3 clusters Score -2078679 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2078957.000000 Penalty: 3158.213379
	Iteration 5Q: 3 clusters Score -2078957 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2079354.375000 Penalty: 3158.213379
	Iteration 6Q: 3 clusters Score -2079354 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2079923.875000 Penalty: 3158.213379
	Iteration 7F: 3 clusters Score -2079924 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2080746.250000 Penalty: 3158.213379
	Iteration 8F: 3 clusters Score -2080746 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2081786.250000 Penalty: 3158.213379
	Iteration 9F: 3 clusters Score -2081786 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2082767.375000 Penalty: 3158.213379
	Iteration 10F: 3 clusters Score -2082767 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2083422.375000 Penalty: 3158.213379
	Iteration 11Q: 3 clusters Score -2083422 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2083799.000000 Penalty: 3158.213379
	Iteration 12Q: 3 clusters Score -2083799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2083923.625000 Penalty: 3158.213379
	Iteration 13Q: 3 clusters Score -2083924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2083978.500000 Penalty: 3158.213379
	Iteration 14Q: 3 clusters Score -2083978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2084013.875000 Penalty: 3158.213379
	Iteration 15Q: 3 clusters Score -2084014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2084035.250000 Penalty: 3158.213379
	Iteration 16Q: 3 clusters Score -2084035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2084047.500000 Penalty: 3158.213379
	Iteration 17Q: 3 clusters Score -2084048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2084056.750000 Penalty: 3158.213379
	Iteration 18Q: 3 clusters Score -2084057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2084063.500000 Penalty: 3158.213379
	Iteration 19Q: 3 clusters Score -2084064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2084069.000000 Penalty: 3158.213379
	Iteration 20F: 3 clusters Score -2084069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2084069.375000 Penalty: 3158.213379
	Iteration 21Q: 3 clusters Score -2084069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2084075.125000 Penalty: 3158.213379
	Iteration 22Q: 3 clusters Score -2084075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2084079.000000 Penalty: 3158.213379
	Iteration 23Q: 3 clusters Score -2084079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2084082.375000 Penalty: 3158.213379
	Iteration 24Q: 3 clusters Score -2084082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2084082.375000 Penalty: 3158.213379
	Iteration 25F: 3 clusters Score -2084082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -61522.390625 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -61522.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60401.609375 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -60401.61 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60689.347656 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -60689.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60807.343750 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -60807.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60871.148438 Penalty: 2076.282471
	Iteration 3Q: 3 clusters Score -60871.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60910.117188 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -60910.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60950.988281 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -60950.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60971.285156 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -60971.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60994.667969 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -60994.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61010.261719 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -61010.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61013.531250 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -61013.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61017.089844 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -61017.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61026.488281 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -61026.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61031.363281 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -61031.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61031.804688 Penalty: 2076.282471
	Iteration 13Q: 3 clusters Score -61031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61031.804688 Penalty: 2076.282471
	Iteration 14F: 3 clusters Score -61031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -339486.281250 Penalty: 1290.402710
	Iteration 0F: 2 clusters Score -339486.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -336885.906250 Penalty: 2580.805420
	Iteration 0F: 3 clusters Score -336885.9 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -337630.843750 Penalty: 2580.805420
	Iteration 1F: 3 clusters Score -337630.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337839.093750 Penalty: 2580.805420
	Iteration 2F: 3 clusters Score -337839.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -337977.656250 Penalty: 2580.805420
	Iteration 3F: 3 clusters Score -337977.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -338084.906250 Penalty: 2580.805420
	Iteration 4Q: 3 clusters Score -338084.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -338157.437500 Penalty: 2580.805420
	Iteration 5Q: 3 clusters Score -338157.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -338226.156250 Penalty: 2580.805420
	Iteration 6Q: 3 clusters Score -338226.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -338310.406250 Penalty: 2580.805420
	Iteration 7Q: 3 clusters Score -338310.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -338405.750000 Penalty: 2580.805420
	Iteration 8Q: 3 clusters Score -338405.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -338512.031250 Penalty: 2580.805420
	Iteration 9Q: 3 clusters Score -338512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -338607.218750 Penalty: 2580.805420
	Iteration 10Q: 3 clusters Score -338607.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -338691.156250 Penalty: 2580.805420
	Iteration 11Q: 3 clusters Score -338691.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -338768.406250 Penalty: 2580.805420
	Iteration 12Q: 3 clusters Score -338768.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -338842.625000 Penalty: 2580.805420
	Iteration 13Q: 3 clusters Score -338842.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -338897.437500 Penalty: 2580.805420
	Iteration 14Q: 3 clusters Score -338897.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -338948.031250 Penalty: 2580.805420
	Iteration 15Q: 3 clusters Score -338948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -339013.406250 Penalty: 2580.805420
	Iteration 16Q: 3 clusters Score -339013.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -339075.875000 Penalty: 2580.805420
	Iteration 17Q: 3 clusters Score -339075.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -339150.343750 Penalty: 2580.805420
	Iteration 18Q: 3 clusters Score -339150.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -339211.000000 Penalty: 2580.805420
	Iteration 19Q: 3 clusters Score -339211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -339256.531250 Penalty: 2580.805420
	Iteration 20F: 3 clusters Score -339256.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -339282.468750 Penalty: 2580.805420
	Iteration 21Q: 3 clusters Score -339282.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -339297.687500 Penalty: 2580.805420
	Iteration 22Q: 3 clusters Score -339297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -339300.750000 Penalty: 2580.805420
	Iteration 23Q: 3 clusters Score -339300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -339302.625000 Penalty: 2580.805420
	Iteration 24Q: 3 clusters Score -339302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -339305.656250 Penalty: 2580.805420
	Iteration 25Q: 3 clusters Score -339305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -339307.187500 Penalty: 2580.805420
	Iteration 26Q: 3 clusters Score -339307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -339308.781250 Penalty: 2580.805420
	Iteration 27Q: 3 clusters Score -339308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -339308.156250 Penalty: 2580.805420
	Iteration 28Q: 3 clusters Score -339308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -339308.156250 Penalty: 2580.805420
	Iteration 29F: 3 clusters Score -339308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Entering Unmasked Estep 
Score: -10369869.000000 Penalty: 1841.087891
	Iteration 0F: 2 clusters Score -1.036987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -10314575.000000 Penalty: 3682.175781
	Iteration 0F: 3 clusters Score -1.031458e+07 nChanged 39584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -10337494.000000 Penalty: 3682.175781
	Iteration 1F: 3 clusters Score -1.033749e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -10338303.000000 Penalty: 3682.175781
	Iteration 2Q: 3 clusters Score -1.03383e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -10339297.000000 Penalty: 3682.175781
	Iteration 3Q: 3 clusters Score -1.03393e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -10340572.000000 Penalty: 3682.175781
	Iteration 4Q: 3 clusters Score -1.034057e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -10342097.000000 Penalty: 3682.175781
	Iteration 5Q: 3 clusters Score -1.03421e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -10344196.000000 Penalty: 3682.175781
	Iteration 6F: 3 clusters Score -1.03442e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -10346760.000000 Penalty: 3682.175781
	Iteration 7F: 3 clusters Score -1.034676e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -10350121.000000 Penalty: 3682.175781
	Iteration 8F: 3 clusters Score -1.035012e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -10353698.000000 Penalty: 3682.175781
	Iteration 9F: 3 clusters Score -1.03537e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -10357438.000000 Penalty: 3682.175781
	Iteration 10F: 3 clusters Score -1.035744e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -10360916.000000 Penalty: 3682.175781
	Iteration 11F: 3 clusters Score -1.036092e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -10363567.000000 Penalty: 3682.175781
	Iteration 12Q: 3 clusters Score -1.036357e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -10365465.000000 Penalty: 3682.175781
	Iteration 13Q: 3 clusters Score -1.036546e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -10366671.000000 Penalty: 3682.175781
	Iteration 14Q: 3 clusters Score -1.036667e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -10367405.000000 Penalty: 3682.175781
	Iteration 15Q: 3 clusters Score -1.03674e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -10367814.000000 Penalty: 3682.175781
	Iteration 16Q: 3 clusters Score -1.036781e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -10367967.000000 Penalty: 3682.175781
	Iteration 17Q: 3 clusters Score -1.036797e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -10368049.000000 Penalty: 3682.175781
	Iteration 18Q: 3 clusters Score -1.036805e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -10368099.000000 Penalty: 3682.175781
	Iteration 19Q: 3 clusters Score -1.03681e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -10368131.000000 Penalty: 3682.175781
	Iteration 20F: 3 clusters Score -1.036813e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -10368164.000000 Penalty: 3682.175781
	Iteration 21Q: 3 clusters Score -1.036816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -10368196.000000 Penalty: 3682.175781
	Iteration 22Q: 3 clusters Score -1.03682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -10368224.000000 Penalty: 3682.175781
	Iteration 23Q: 3 clusters Score -1.036822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -10368244.000000 Penalty: 3682.175781
	Iteration 24Q: 3 clusters Score -1.036824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -10368256.000000 Penalty: 3682.175781
	Iteration 25Q: 3 clusters Score -1.036826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -10368250.000000 Penalty: 3682.175781
	Iteration 26Q: 3 clusters Score -1.036825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -10368266.000000 Penalty: 3682.175781
	Iteration 27Q: 3 clusters Score -1.036827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -10368272.000000 Penalty: 3682.175781
	Iteration 28Q: 3 clusters Score -1.036827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -10368275.000000 Penalty: 3682.175781
	Iteration 29Q: 3 clusters Score -1.036828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -10368274.000000 Penalty: 3682.175781
	Iteration 30Q: 3 clusters Score -1.036827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -10368274.000000 Penalty: 3682.175781
	Iteration 31F: 3 clusters Score -1.036827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -1676517.250000 Penalty: 1547.468872
	Iteration 0F: 2 clusters Score -1676517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1667014.375000 Penalty: 3094.937744
	Iteration 0F: 3 clusters Score -1667014 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1670232.750000 Penalty: 3094.937744
	Iteration 1F: 3 clusters Score -1670233 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1670570.875000 Penalty: 3094.937744
	Iteration 2F: 3 clusters Score -1670571 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1670918.875000 Penalty: 3094.937744
	Iteration 3F: 3 clusters Score -1670919 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1671310.125000 Penalty: 3094.937744
	Iteration 4F: 3 clusters Score -1671310 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1671717.875000 Penalty: 3094.937744
	Iteration 5F: 3 clusters Score -1671718 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1672144.875000 Penalty: 3094.937744
	Iteration 6F: 3 clusters Score -1672145 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1672616.250000 Penalty: 3094.937744
	Iteration 7F: 3 clusters Score -1672616 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1673108.125000 Penalty: 3094.937744
	Iteration 8F: 3 clusters Score -1673108 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1673570.375000 Penalty: 3094.937744
	Iteration 9Q: 3 clusters Score -1673570 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1673990.250000 Penalty: 3094.937744
	Iteration 10Q: 3 clusters Score -1673990 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1674294.125000 Penalty: 3094.937744
	Iteration 11Q: 3 clusters Score -1674294 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1674514.375000 Penalty: 3094.937744
	Iteration 12Q: 3 clusters Score -1674514 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1674714.125000 Penalty: 3094.937744
	Iteration 13Q: 3 clusters Score -1674714 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1674848.625000 Penalty: 3094.937744
	Iteration 14Q: 3 clusters Score -1674849 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1674930.375000 Penalty: 3094.937744
	Iteration 15Q: 3 clusters Score -1674930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1674994.625000 Penalty: 3094.937744
	Iteration 16Q: 3 clusters Score -1674995 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1675045.000000 Penalty: 3094.937744
	Iteration 17Q: 3 clusters Score -1675045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1675087.250000 Penalty: 3094.937744
	Iteration 18Q: 3 clusters Score -1675087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1675128.000000 Penalty: 3094.937744
	Iteration 19Q: 3 clusters Score -1675128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1675176.375000 Penalty: 3094.937744
	Iteration 20F: 3 clusters Score -1675176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1675218.125000 Penalty: 3094.937744
	Iteration 21Q: 3 clusters Score -1675218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1675249.375000 Penalty: 3094.937744
	Iteration 22Q: 3 clusters Score -1675249 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1675293.125000 Penalty: 3094.937744
	Iteration 23Q: 3 clusters Score -1675293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1675316.250000 Penalty: 3094.937744
	Iteration 24Q: 3 clusters Score -1675316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1675339.125000 Penalty: 3094.937744
	Iteration 25Q: 3 clusters Score -1675339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1675357.250000 Penalty: 3094.937744
	Iteration 26Q: 3 clusters Score -1675357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1675377.500000 Penalty: 3094.937744
	Iteration 27Q: 3 clusters Score -1675378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1675397.125000 Penalty: 3094.937744
	Iteration 28Q: 3 clusters Score -1675397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1675403.750000 Penalty: 3094.937744
	Iteration 29Q: 3 clusters Score -1675404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1675414.250000 Penalty: 3094.937744
	Iteration 30Q: 3 clusters Score -1675414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1675417.875000 Penalty: 3094.937744
	Iteration 31Q: 3 clusters Score -1675418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1675416.250000 Penalty: 3094.937744
	Iteration 32Q: 3 clusters Score -1675416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1675420.750000 Penalty: 3094.937744
	Iteration 33Q: 3 clusters Score -1675421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1675421.250000 Penalty: 3094.937744
	Iteration 34Q: 3 clusters Score -1675421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1675424.250000 Penalty: 3094.937744
	Iteration 35Q: 3 clusters Score -1675424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1675425.875000 Penalty: 3094.937744
	Iteration 36Q: 3 clusters Score -1675426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1675424.750000 Penalty: 3094.937744
	Iteration 37Q: 3 clusters Score -1675425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1675428.375000 Penalty: 3094.937744
	Iteration 38Q: 3 clusters Score -1675428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1675428.500000 Penalty: 3094.937744
	Iteration 39Q: 3 clusters Score -1675428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1675431.875000 Penalty: 3094.937744
	Iteration 40F: 3 clusters Score -1675432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1675431.750000 Penalty: 3094.937744
	Iteration 41Q: 3 clusters Score -1675432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1675434.625000 Penalty: 3094.937744
	Iteration 42Q: 3 clusters Score -1675435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1675438.375000 Penalty: 3094.937744
	Iteration 43Q: 3 clusters Score -1675438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1675440.000000 Penalty: 3094.937744
	Iteration 44Q: 3 clusters Score -1675440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1675438.625000 Penalty: 3094.937744
	Iteration 45Q: 3 clusters Score -1675439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1675446.375000 Penalty: 3094.937744
	Iteration 46Q: 3 clusters Score -1675446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1675450.250000 Penalty: 3094.937744
	Iteration 47Q: 3 clusters Score -1675450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1675452.000000 Penalty: 3094.937744
	Iteration 48Q: 3 clusters Score -1675452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1675460.250000 Penalty: 3094.937744
	Iteration 49Q: 3 clusters Score -1675460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1675467.000000 Penalty: 3094.937744
	Iteration 50Q: 3 clusters Score -1675467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1675466.875000 Penalty: 3094.937744
	Iteration 51Q: 3 clusters Score -1675467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1675475.375000 Penalty: 3094.937744
	Iteration 52Q: 3 clusters Score -1675475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1675472.125000 Penalty: 3094.937744
	Iteration 53Q: 3 clusters Score -1675472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1675476.875000 Penalty: 3094.937744
	Iteration 54Q: 3 clusters Score -1675477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1675482.750000 Penalty: 3094.937744
	Iteration 55Q: 3 clusters Score -1675483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1675488.000000 Penalty: 3094.937744
	Iteration 56Q: 3 clusters Score -1675488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1675491.000000 Penalty: 3094.937744
	Iteration 57Q: 3 clusters Score -1675491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1675496.375000 Penalty: 3094.937744
	Iteration 58Q: 3 clusters Score -1675496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1675495.500000 Penalty: 3094.937744
	Iteration 59Q: 3 clusters Score -1675496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1675501.625000 Penalty: 3094.937744
	Iteration 60F: 3 clusters Score -1675502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1675506.750000 Penalty: 3094.937744
	Iteration 61Q: 3 clusters Score -1675507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1675513.375000 Penalty: 3094.937744
	Iteration 62Q: 3 clusters Score -1675513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1675515.625000 Penalty: 3094.937744
	Iteration 63Q: 3 clusters Score -1675516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1675517.000000 Penalty: 3094.937744
	Iteration 64Q: 3 clusters Score -1675517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1675530.500000 Penalty: 3094.937744
	Iteration 65Q: 3 clusters Score -1675530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1675540.625000 Penalty: 3094.937744
	Iteration 66Q: 3 clusters Score -1675541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1675545.750000 Penalty: 3094.937744
	Iteration 67Q: 3 clusters Score -1675546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1675547.000000 Penalty: 3094.937744
	Iteration 68Q: 3 clusters Score -1675547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1675545.750000 Penalty: 3094.937744
	Iteration 69Q: 3 clusters Score -1675546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1675547.625000 Penalty: 3094.937744
	Iteration 70Q: 3 clusters Score -1675548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1675549.125000 Penalty: 3094.937744
	Iteration 71Q: 3 clusters Score -1675549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1675547.375000 Penalty: 3094.937744
	Iteration 72Q: 3 clusters Score -1675547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1675548.250000 Penalty: 3094.937744
	Iteration 73Q: 3 clusters Score -1675548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1675548.750000 Penalty: 3094.937744
	Iteration 74Q: 3 clusters Score -1675549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1675549.750000 Penalty: 3094.937744
	Iteration 75Q: 3 clusters Score -1675550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1675552.500000 Penalty: 3094.937744
	Iteration 76Q: 3 clusters Score -1675552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1675554.375000 Penalty: 3094.937744
	Iteration 77Q: 3 clusters Score -1675554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1675552.875000 Penalty: 3094.937744
	Iteration 78Q: 3 clusters Score -1675553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1675552.875000 Penalty: 3094.937744
	Iteration 79F: 3 clusters Score -1675553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -277471.250000 Penalty: 1258.281372
	Iteration 0F: 2 clusters Score -277471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -275238.468750 Penalty: 2516.562744
	Iteration 0F: 3 clusters Score -275238.5 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -275861.625000 Penalty: 2516.562744
	Iteration 1F: 3 clusters Score -275861.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -276066.906250 Penalty: 2516.562744
	Iteration 2F: 3 clusters Score -276066.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -276172.562500 Penalty: 2516.562744
	Iteration 3F: 3 clusters Score -276172.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -276240.218750 Penalty: 2516.562744
	Iteration 4Q: 3 clusters Score -276240.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -276296.656250 Penalty: 2516.562744
	Iteration 5Q: 3 clusters Score -276296.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -276355.343750 Penalty: 2516.562744
	Iteration 6Q: 3 clusters Score -276355.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276423.656250 Penalty: 2516.562744
	Iteration 7Q: 3 clusters Score -276423.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -276487.687500 Penalty: 2516.562744
	Iteration 8Q: 3 clusters Score -276487.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -276533.031250 Penalty: 2516.562744
	Iteration 9Q: 3 clusters Score -276533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -276569.250000 Penalty: 2516.562744
	Iteration 10Q: 3 clusters Score -276569.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -276609.718750 Penalty: 2516.562744
	Iteration 11Q: 3 clusters Score -276609.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -276636.656250 Penalty: 2516.562744
	Iteration 12Q: 3 clusters Score -276636.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -276657.406250 Penalty: 2516.562744
	Iteration 13Q: 3 clusters Score -276657.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -276669.968750 Penalty: 2516.562744
	Iteration 14Q: 3 clusters Score -276670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -276678.312500 Penalty: 2516.562744
	Iteration 15Q: 3 clusters Score -276678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -276686.218750 Penalty: 2516.562744
	Iteration 16Q: 3 clusters Score -276686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -276695.343750 Penalty: 2516.562744
	Iteration 17Q: 3 clusters Score -276695.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -276707.250000 Penalty: 2516.562744
	Iteration 18Q: 3 clusters Score -276707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -276715.218750 Penalty: 2516.562744
	Iteration 19Q: 3 clusters Score -276715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -276718.843750 Penalty: 2516.562744
	Iteration 20F: 3 clusters Score -276718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -276720.531250 Penalty: 2516.562744
	Iteration 21Q: 3 clusters Score -276720.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -276723.875000 Penalty: 2516.562744
	Iteration 22Q: 3 clusters Score -276723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -276728.468750 Penalty: 2516.562744
	Iteration 23Q: 3 clusters Score -276728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -276734.500000 Penalty: 2516.562744
	Iteration 24Q: 3 clusters Score -276734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -276737.718750 Penalty: 2516.562744
	Iteration 25Q: 3 clusters Score -276737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -276740.187500 Penalty: 2516.562744
	Iteration 26Q: 3 clusters Score -276740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -276741.375000 Penalty: 2516.562744
	Iteration 27Q: 3 clusters Score -276741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -276741.437500 Penalty: 2516.562744
	Iteration 28Q: 3 clusters Score -276741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -276742.031250 Penalty: 2516.562744
	Iteration 29Q: 3 clusters Score -276742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -276742.843750 Penalty: 2516.562744
	Iteration 30Q: 3 clusters Score -276742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -276742.843750 Penalty: 2516.562744
	Iteration 31F: 3 clusters Score -276742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -74498.632812 Penalty: 1065.476440
	Iteration 0F: 2 clusters Score -74498.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73292.273438 Penalty: 2130.952881
	Iteration 0F: 3 clusters Score -73292.27 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73589.851562 Penalty: 2130.952881
	Iteration 1F: 3 clusters Score -73589.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73777.078125 Penalty: 2130.952881
	Iteration 2F: 3 clusters Score -73777.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73893.578125 Penalty: 2130.952881
	Iteration 3F: 3 clusters Score -73893.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73993.281250 Penalty: 2130.952881
	Iteration 4F: 3 clusters Score -73993.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74177.039062 Penalty: 2130.952881
	Iteration 5Q: 3 clusters Score -74177.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74530.023438 Penalty: 2130.952881
	Iteration 6Q: 3 clusters Score -74530.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74659.773438 Penalty: 2130.952881
	Iteration 7Q: 3 clusters Score -74659.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74732.476562 Penalty: 2130.952881
	Iteration 8Q: 3 clusters Score -74732.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74760.820312 Penalty: 2130.952881
	Iteration 9Q: 3 clusters Score -74760.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74789.664062 Penalty: 2130.952881
	Iteration 10Q: 3 clusters Score -74789.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74815.132812 Penalty: 2130.952881
	Iteration 11Q: 3 clusters Score -74815.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74826.789062 Penalty: 2130.952881
	Iteration 12Q: 3 clusters Score -74826.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74828.867188 Penalty: 2130.952881
	Iteration 13Q: 3 clusters Score -74828.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74828.867188 Penalty: 2130.952881
	Iteration 14F: 3 clusters Score -74828.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 362 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 123714 members 
Entering Unmasked Estep 
Score: -141756704.000000 Penalty: 102089.937500
Splitting cluster 22 changes total score from -141757824.000000 to -141756704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (32358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Entering Unmasked Estep 
Score: -3953284.500000 Penalty: 1687.500244
	Iteration 0F: 2 clusters Score -3953284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3931399.500000 Penalty: 3375.000488
	Iteration 0F: 3 clusters Score -3931400 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3939950.000000 Penalty: 3375.000488
	Iteration 1F: 3 clusters Score -3939950 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3940423.000000 Penalty: 3375.000488
	Iteration 2Q: 3 clusters Score -3940423 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3941023.750000 Penalty: 3375.000488
	Iteration 3Q: 3 clusters Score -3941024 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3941825.500000 Penalty: 3375.000488
	Iteration 4F: 3 clusters Score -3941826 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3942923.250000 Penalty: 3375.000488
	Iteration 5F: 3 clusters Score -3942923 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3944233.000000 Penalty: 3375.000488
	Iteration 6F: 3 clusters Score -3944233 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3945687.000000 Penalty: 3375.000488
	Iteration 7F: 3 clusters Score -3945687 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3947023.000000 Penalty: 3375.000488
	Iteration 8F: 3 clusters Score -3947023 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3948228.750000 Penalty: 3375.000488
	Iteration 9F: 3 clusters Score -3948229 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3949335.250000 Penalty: 3375.000488
	Iteration 10Q: 3 clusters Score -3949335 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3950268.250000 Penalty: 3375.000488
	Iteration 11Q: 3 clusters Score -3950268 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3951000.750000 Penalty: 3375.000488
	Iteration 12Q: 3 clusters Score -3951001 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -3951405.500000 Penalty: 3375.000488
	Iteration 13Q: 3 clusters Score -3951406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -3951597.500000 Penalty: 3375.000488
	Iteration 14Q: 3 clusters Score -3951598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3951686.750000 Penalty: 3375.000488
	Iteration 15Q: 3 clusters Score -3951687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3951724.500000 Penalty: 3375.000488
	Iteration 16Q: 3 clusters Score -3951724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3951760.000000 Penalty: 3375.000488
	Iteration 17Q: 3 clusters Score -3951760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3951789.250000 Penalty: 3375.000488
	Iteration 18Q: 3 clusters Score -3951789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -3951795.000000 Penalty: 3375.000488
	Iteration 19Q: 3 clusters Score -3951795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3951793.500000 Penalty: 3375.000488
	Iteration 20F: 3 clusters Score -3951794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3951800.250000 Penalty: 3375.000488
	Iteration 21Q: 3 clusters Score -3951800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3951808.000000 Penalty: 3375.000488
	Iteration 22Q: 3 clusters Score -3951808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3951816.250000 Penalty: 3375.000488
	Iteration 23Q: 3 clusters Score -3951816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3951818.500000 Penalty: 3375.000488
	Iteration 24Q: 3 clusters Score -3951818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3951814.250000 Penalty: 3375.000488
	Iteration 25Q: 3 clusters Score -3951814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -3951816.000000 Penalty: 3375.000488
	Iteration 26Q: 3 clusters Score -3951816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3951814.250000 Penalty: 3375.000488
	Iteration 27Q: 3 clusters Score -3951814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -3951817.250000 Penalty: 3375.000488
	Iteration 28Q: 3 clusters Score -3951817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -3951823.750000 Penalty: 3375.000488
	Iteration 29Q: 3 clusters Score -3951824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3951820.750000 Penalty: 3375.000488
	Iteration 30Q: 3 clusters Score -3951821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3951820.750000 Penalty: 3375.000488
	Iteration 31F: 3 clusters Score -3951821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Entering Unmasked Estep 
Score: -1400835.250000 Penalty: 1527.656128
	Iteration 0F: 2 clusters Score -1400835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1392301.375000 Penalty: 3055.312256
	Iteration 0F: 3 clusters Score -1392301 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1395542.875000 Penalty: 3055.312256
	Iteration 1F: 3 clusters Score -1395543 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1396186.250000 Penalty: 3055.312256
	Iteration 2F: 3 clusters Score -1396186 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1396841.375000 Penalty: 3055.312256
	Iteration 3F: 3 clusters Score -1396841 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1397456.375000 Penalty: 3055.312256
	Iteration 4F: 3 clusters Score -1397456 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1397897.500000 Penalty: 3055.312256
	Iteration 5F: 3 clusters Score -1397898 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1398223.250000 Penalty: 3055.312256
	Iteration 6Q: 3 clusters Score -1398223 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1398470.875000 Penalty: 3055.312256
	Iteration 7Q: 3 clusters Score -1398471 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1398638.625000 Penalty: 3055.312256
	Iteration 8Q: 3 clusters Score -1398639 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1398776.375000 Penalty: 3055.312256
	Iteration 9Q: 3 clusters Score -1398776 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1398893.250000 Penalty: 3055.312256
	Iteration 10Q: 3 clusters Score -1398893 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1398996.500000 Penalty: 3055.312256
	Iteration 11Q: 3 clusters Score -1398996 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1399094.750000 Penalty: 3055.312256
	Iteration 12Q: 3 clusters Score -1399095 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1399173.375000 Penalty: 3055.312256
	Iteration 13Q: 3 clusters Score -1399173 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1399246.000000 Penalty: 3055.312256
	Iteration 14Q: 3 clusters Score -1399246 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1399320.500000 Penalty: 3055.312256
	Iteration 15Q: 3 clusters Score -1399320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1399379.625000 Penalty: 3055.312256
	Iteration 16Q: 3 clusters Score -1399380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1399420.875000 Penalty: 3055.312256
	Iteration 17Q: 3 clusters Score -1399421 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1399464.500000 Penalty: 3055.312256
	Iteration 18Q: 3 clusters Score -1399464 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1399507.875000 Penalty: 3055.312256
	Iteration 19Q: 3 clusters Score -1399508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1399547.000000 Penalty: 3055.312256
	Iteration 20F: 3 clusters Score -1399547 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1399586.125000 Penalty: 3055.312256
	Iteration 21Q: 3 clusters Score -1399586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1399614.375000 Penalty: 3055.312256
	Iteration 22Q: 3 clusters Score -1399614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1399642.750000 Penalty: 3055.312256
	Iteration 23Q: 3 clusters Score -1399643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1399663.750000 Penalty: 3055.312256
	Iteration 24Q: 3 clusters Score -1399664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1399695.500000 Penalty: 3055.312256
	Iteration 25Q: 3 clusters Score -1399696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1399724.000000 Penalty: 3055.312256
	Iteration 26Q: 3 clusters Score -1399724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1399741.875000 Penalty: 3055.312256
	Iteration 27Q: 3 clusters Score -1399742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1399765.750000 Penalty: 3055.312256
	Iteration 28Q: 3 clusters Score -1399766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1399781.250000 Penalty: 3055.312256
	Iteration 29Q: 3 clusters Score -1399781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1399795.250000 Penalty: 3055.312256
	Iteration 30Q: 3 clusters Score -1399795 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1399815.375000 Penalty: 3055.312256
	Iteration 31Q: 3 clusters Score -1399815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1399827.875000 Penalty: 3055.312256
	Iteration 32Q: 3 clusters Score -1399828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1399849.125000 Penalty: 3055.312256
	Iteration 33Q: 3 clusters Score -1399849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1399859.125000 Penalty: 3055.312256
	Iteration 34Q: 3 clusters Score -1399859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1399865.500000 Penalty: 3055.312256
	Iteration 35Q: 3 clusters Score -1399866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1399870.875000 Penalty: 3055.312256
	Iteration 36Q: 3 clusters Score -1399871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1399877.375000 Penalty: 3055.312256
	Iteration 37Q: 3 clusters Score -1399877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1399887.250000 Penalty: 3055.312256
	Iteration 38Q: 3 clusters Score -1399887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1399896.375000 Penalty: 3055.312256
	Iteration 39Q: 3 clusters Score -1399896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1399904.750000 Penalty: 3055.312256
	Iteration 40F: 3 clusters Score -1399905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1399914.875000 Penalty: 3055.312256
	Iteration 41Q: 3 clusters Score -1399915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1399918.375000 Penalty: 3055.312256
	Iteration 42Q: 3 clusters Score -1399918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1399919.750000 Penalty: 3055.312256
	Iteration 43Q: 3 clusters Score -1399920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1399927.000000 Penalty: 3055.312256
	Iteration 44Q: 3 clusters Score -1399927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1399931.125000 Penalty: 3055.312256
	Iteration 45Q: 3 clusters Score -1399931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1399937.375000 Penalty: 3055.312256
	Iteration 46Q: 3 clusters Score -1399937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1399947.875000 Penalty: 3055.312256
	Iteration 47Q: 3 clusters Score -1399948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1399953.625000 Penalty: 3055.312256
	Iteration 48Q: 3 clusters Score -1399954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1399956.625000 Penalty: 3055.312256
	Iteration 49Q: 3 clusters Score -1399957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1399958.625000 Penalty: 3055.312256
	Iteration 50Q: 3 clusters Score -1399959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1399959.250000 Penalty: 3055.312256
	Iteration 51Q: 3 clusters Score -1399959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1399958.250000 Penalty: 3055.312256
	Iteration 52Q: 3 clusters Score -1399958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1399959.375000 Penalty: 3055.312256
	Iteration 53Q: 3 clusters Score -1399959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1399962.375000 Penalty: 3055.312256
	Iteration 54Q: 3 clusters Score -1399962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1399962.375000 Penalty: 3055.312256
	Iteration 55F: 3 clusters Score -1399962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Entering Unmasked Estep 
Score: -1031458.875000 Penalty: 1466.205811
	Iteration 0F: 2 clusters Score -1031459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1025439.062500 Penalty: 2932.411621
	Iteration 0F: 3 clusters Score -1025439 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1027345.250000 Penalty: 2932.411621
	Iteration 1F: 3 clusters Score -1027345 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1027720.875000 Penalty: 2932.411621
	Iteration 2F: 3 clusters Score -1027721 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1028071.500000 Penalty: 2932.411621
	Iteration 3F: 3 clusters Score -1028072 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1028395.000000 Penalty: 2932.411621
	Iteration 4F: 3 clusters Score -1028395 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1028728.812500 Penalty: 2932.411621
	Iteration 5F: 3 clusters Score -1028729 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1029032.187500 Penalty: 2932.411621
	Iteration 6F: 3 clusters Score -1029032 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1029288.937500 Penalty: 2932.411621
	Iteration 7Q: 3 clusters Score -1029289 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1029506.750000 Penalty: 2932.411621
	Iteration 8Q: 3 clusters Score -1029507 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1029692.937500 Penalty: 2932.411621
	Iteration 9Q: 3 clusters Score -1029693 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1029832.750000 Penalty: 2932.411621
	Iteration 10Q: 3 clusters Score -1029833 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1029942.937500 Penalty: 2932.411621
	Iteration 11Q: 3 clusters Score -1029943 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1030023.187500 Penalty: 2932.411621
	Iteration 12Q: 3 clusters Score -1030023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1030077.937500 Penalty: 2932.411621
	Iteration 13Q: 3 clusters Score -1030078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1030113.250000 Penalty: 2932.411621
	Iteration 14Q: 3 clusters Score -1030113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1030140.062500 Penalty: 2932.411621
	Iteration 15Q: 3 clusters Score -1030140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1030157.437500 Penalty: 2932.411621
	Iteration 16Q: 3 clusters Score -1030157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1030168.312500 Penalty: 2932.411621
	Iteration 17Q: 3 clusters Score -1030168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1030175.875000 Penalty: 2932.411621
	Iteration 18Q: 3 clusters Score -1030176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1030185.562500 Penalty: 2932.411621
	Iteration 19Q: 3 clusters Score -1030186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1030193.312500 Penalty: 2932.411621
	Iteration 20F: 3 clusters Score -1030193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1030197.812500 Penalty: 2932.411621
	Iteration 21Q: 3 clusters Score -1030198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1030197.937500 Penalty: 2932.411621
	Iteration 22Q: 3 clusters Score -1030198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1030199.187500 Penalty: 2932.411621
	Iteration 23Q: 3 clusters Score -1030199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1030199.187500 Penalty: 2932.411621
	Iteration 24F: 3 clusters Score -1030199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Entering Unmasked Estep 
Score: -1899815.375000 Penalty: 1563.454224
	Iteration 0F: 2 clusters Score -1899815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1889384.250000 Penalty: 3126.908447
	Iteration 0F: 3 clusters Score -1889384 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1893275.875000 Penalty: 3126.908447
	Iteration 1F: 3 clusters Score -1893276 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1893835.500000 Penalty: 3126.908447
	Iteration 2F: 3 clusters Score -1893836 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1894435.000000 Penalty: 3126.908447
	Iteration 3F: 3 clusters Score -1894435 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1895087.875000 Penalty: 3126.908447
	Iteration 4F: 3 clusters Score -1895088 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1895693.125000 Penalty: 3126.908447
	Iteration 5F: 3 clusters Score -1895693 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1896292.000000 Penalty: 3126.908447
	Iteration 6F: 3 clusters Score -1896292 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1896788.625000 Penalty: 3126.908447
	Iteration 7Q: 3 clusters Score -1896789 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1897165.500000 Penalty: 3126.908447
	Iteration 8Q: 3 clusters Score -1897166 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1897435.250000 Penalty: 3126.908447
	Iteration 9Q: 3 clusters Score -1897435 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1897632.875000 Penalty: 3126.908447
	Iteration 10Q: 3 clusters Score -1897633 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1897790.000000 Penalty: 3126.908447
	Iteration 11Q: 3 clusters Score -1897790 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1897943.375000 Penalty: 3126.908447
	Iteration 12Q: 3 clusters Score -1897943 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1898074.000000 Penalty: 3126.908447
	Iteration 13Q: 3 clusters Score -1898074 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1898168.875000 Penalty: 3126.908447
	Iteration 14Q: 3 clusters Score -1898169 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1898229.000000 Penalty: 3126.908447
	Iteration 15Q: 3 clusters Score -1898229 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1898287.500000 Penalty: 3126.908447
	Iteration 16Q: 3 clusters Score -1898288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1898341.250000 Penalty: 3126.908447
	Iteration 17Q: 3 clusters Score -1898341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1898374.875000 Penalty: 3126.908447
	Iteration 18Q: 3 clusters Score -1898375 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1898393.875000 Penalty: 3126.908447
	Iteration 19Q: 3 clusters Score -1898394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1898413.500000 Penalty: 3126.908447
	Iteration 20F: 3 clusters Score -1898414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1898421.125000 Penalty: 3126.908447
	Iteration 21Q: 3 clusters Score -1898421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1898424.625000 Penalty: 3126.908447
	Iteration 22Q: 3 clusters Score -1898425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1898425.625000 Penalty: 3126.908447
	Iteration 23Q: 3 clusters Score -1898426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1898425.375000 Penalty: 3126.908447
	Iteration 24Q: 3 clusters Score -1898425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1898431.750000 Penalty: 3126.908447
	Iteration 25Q: 3 clusters Score -1898432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1898431.375000 Penalty: 3126.908447
	Iteration 26Q: 3 clusters Score -1898431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1898432.625000 Penalty: 3126.908447
	Iteration 27Q: 3 clusters Score -1898433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1898433.500000 Penalty: 3126.908447
	Iteration 28Q: 3 clusters Score -1898434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1898433.250000 Penalty: 3126.908447
	Iteration 29Q: 3 clusters Score -1898433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1898432.250000 Penalty: 3126.908447
	Iteration 30Q: 3 clusters Score -1898432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1898433.250000 Penalty: 3126.908447
	Iteration 31Q: 3 clusters Score -1898433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1898434.125000 Penalty: 3126.908447
	Iteration 32Q: 3 clusters Score -1898434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1898431.250000 Penalty: 3126.908447
	Iteration 33Q: 3 clusters Score -1898431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1898431.250000 Penalty: 3126.908447
	Iteration 34F: 3 clusters Score -1898431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -209297.156250 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -209297.2 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 966 members 
Entering Unmasked Estep 
Score: -207395.406250 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -207395.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -208103.031250 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -208103 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -208434.984375 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -208435 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -208673.203125 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -208673.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -208907.828125 Penalty: 2453.280762
	Iteration 4F: 3 clusters Score -208907.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -209086.578125 Penalty: 2453.280762
	Iteration 5F: 3 clusters Score -209086.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -209186.906250 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -209186.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -209253.578125 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -209253.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -209277.328125 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -209277.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -209302.296875 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -209302.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -209314.343750 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -209314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -209325.578125 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -209325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -209333.296875 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -209333.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -209338.390625 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -209338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -209338.968750 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -209339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -209338.968750 Penalty: 2453.280762
	Iteration 15F: 3 clusters Score -209339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 765 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 1133 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 123714 members 
Entering Unmasked Estep 
Score: -141756784.000000 Penalty: 102089.937500
Splitting cluster 27 changes total score from -141757824.000000 to -141756784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -284535.750000 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -284535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -282279.812500 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -282279.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -282956.031250 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -282956 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283174.125000 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -283174.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283421.156250 Penalty: 2522.705566
	Iteration 3F: 3 clusters Score -283421.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -283620.437500 Penalty: 2522.705566
	Iteration 4F: 3 clusters Score -283620.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -283765.750000 Penalty: 2522.705566
	Iteration 5F: 3 clusters Score -283765.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -283870.156250 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -283870.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -283956.687500 Penalty: 2522.705566
	Iteration 7Q: 3 clusters Score -283956.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -284049.218750 Penalty: 2522.705566
	Iteration 8Q: 3 clusters Score -284049.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -284125.187500 Penalty: 2522.705566
	Iteration 9Q: 3 clusters Score -284125.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -284177.906250 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -284177.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -284215.687500 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -284215.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -284239.656250 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -284239.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -284256.687500 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -284256.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -284263.343750 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -284263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -284272.437500 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -284272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -284278.250000 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -284278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -284281.812500 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -284281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -284282.937500 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -284282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -284282.937500 Penalty: 2522.705566
	Iteration 19F: 3 clusters Score -284282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12434.122070 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12434.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12719.369141 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12719.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12816.338867 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12816.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12858.728516 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12858.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12860.303711 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12860.646484 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -12860.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12860.646484 Penalty: 1791.864380
	Iteration 6F: 3 clusters Score -12860.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -58353.000000 Penalty: 1045.874512
	Iteration 0F: 2 clusters Score -58353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57296.468750 Penalty: 2091.749023
	Iteration 0F: 3 clusters Score -57296.47 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57638.230469 Penalty: 2091.749023
	Iteration 1F: 3 clusters Score -57638.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -57845.500000 Penalty: 2091.749023
	Iteration 2F: 3 clusters Score -57845.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58026.050781 Penalty: 2091.749023
	Iteration 3F: 3 clusters Score -58026.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58192.546875 Penalty: 2091.749023
	Iteration 4F: 3 clusters Score -58192.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58286.250000 Penalty: 2091.749023
	Iteration 5Q: 3 clusters Score -58286.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58324.554688 Penalty: 2091.749023
	Iteration 6Q: 3 clusters Score -58324.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58346.023438 Penalty: 2091.749023
	Iteration 7Q: 3 clusters Score -58346.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -58358.753906 Penalty: 2091.749023
	Iteration 8Q: 3 clusters Score -58358.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -58368.945312 Penalty: 2091.749023
	Iteration 9Q: 3 clusters Score -58368.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58370.046875 Penalty: 2091.749023
	Iteration 10Q: 3 clusters Score -58370.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58371.542969 Penalty: 2091.749023
	Iteration 11Q: 3 clusters Score -58371.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58371.542969 Penalty: 2091.749023
	Iteration 12F: 3 clusters Score -58371.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 397 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 123714 members 
Entering Unmasked Estep 
Score: -141756352.000000 Penalty: 102089.937500
Splitting cluster 30 changes total score from -141757824.000000 to -141756352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (82735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Entering Unmasked Estep 
Score: -10461562.000000 Penalty: 1840.052124
	Iteration 0F: 2 clusters Score -1.046156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -10406486.000000 Penalty: 3680.104248
	Iteration 0F: 3 clusters Score -1.040649e+07 nChanged 39352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -10429027.000000 Penalty: 3680.104248
	Iteration 1F: 3 clusters Score -1.042903e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -10429914.000000 Penalty: 3680.104248
	Iteration 2Q: 3 clusters Score -1.042991e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -10431202.000000 Penalty: 3680.104248
	Iteration 3Q: 3 clusters Score -1.04312e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -10433105.000000 Penalty: 3680.104248
	Iteration 4Q: 3 clusters Score -1.04331e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -10435957.000000 Penalty: 3680.104248
	Iteration 5F: 3 clusters Score -1.043596e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -10440059.000000 Penalty: 3680.104248
	Iteration 6F: 3 clusters Score -1.044006e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -10444891.000000 Penalty: 3680.104248
	Iteration 7F: 3 clusters Score -1.044489e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -10448516.000000 Penalty: 3680.104248
	Iteration 8F: 3 clusters Score -1.044852e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -10450258.000000 Penalty: 3680.104248
	Iteration 9Q: 3 clusters Score -1.045026e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -10450935.000000 Penalty: 3680.104248
	Iteration 10Q: 3 clusters Score -1.045094e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -10451319.000000 Penalty: 3680.104248
	Iteration 11Q: 3 clusters Score -1.045132e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -10451714.000000 Penalty: 3680.104248
	Iteration 12Q: 3 clusters Score -1.045171e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -10452079.000000 Penalty: 3680.104248
	Iteration 13Q: 3 clusters Score -1.045208e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -10452442.000000 Penalty: 3680.104248
	Iteration 14Q: 3 clusters Score -1.045244e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -10452768.000000 Penalty: 3680.104248
	Iteration 15Q: 3 clusters Score -1.045277e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -10453072.000000 Penalty: 3680.104248
	Iteration 16Q: 3 clusters Score -1.045307e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -10453336.000000 Penalty: 3680.104248
	Iteration 17Q: 3 clusters Score -1.045334e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -10453646.000000 Penalty: 3680.104248
	Iteration 18Q: 3 clusters Score -1.045365e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -10453991.000000 Penalty: 3680.104248
	Iteration 19Q: 3 clusters Score -1.045399e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -10454332.000000 Penalty: 3680.104248
	Iteration 20F: 3 clusters Score -1.045433e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -10454609.000000 Penalty: 3680.104248
	Iteration 21Q: 3 clusters Score -1.045461e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -10454923.000000 Penalty: 3680.104248
	Iteration 22Q: 3 clusters Score -1.045492e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -10455135.000000 Penalty: 3680.104248
	Iteration 23Q: 3 clusters Score -1.045514e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -10455389.000000 Penalty: 3680.104248
	Iteration 24Q: 3 clusters Score -1.045539e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -10455724.000000 Penalty: 3680.104248
	Iteration 25Q: 3 clusters Score -1.045572e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -10456057.000000 Penalty: 3680.104248
	Iteration 26Q: 3 clusters Score -1.045606e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -10456356.000000 Penalty: 3680.104248
	Iteration 27Q: 3 clusters Score -1.045636e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -10456693.000000 Penalty: 3680.104248
	Iteration 28Q: 3 clusters Score -1.045669e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -10456976.000000 Penalty: 3680.104248
	Iteration 29Q: 3 clusters Score -1.045698e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -10457197.000000 Penalty: 3680.104248
	Iteration 30Q: 3 clusters Score -1.04572e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -10457479.000000 Penalty: 3680.104248
	Iteration 31Q: 3 clusters Score -1.045748e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -10457764.000000 Penalty: 3680.104248
	Iteration 32Q: 3 clusters Score -1.045776e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -10457966.000000 Penalty: 3680.104248
	Iteration 33Q: 3 clusters Score -1.045797e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -10458241.000000 Penalty: 3680.104248
	Iteration 34Q: 3 clusters Score -1.045824e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -10458501.000000 Penalty: 3680.104248
	Iteration 35Q: 3 clusters Score -1.04585e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -10458751.000000 Penalty: 3680.104248
	Iteration 36Q: 3 clusters Score -1.045875e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -10458981.000000 Penalty: 3680.104248
	Iteration 37Q: 3 clusters Score -1.045898e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -10459161.000000 Penalty: 3680.104248
	Iteration 38Q: 3 clusters Score -1.045916e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -10459333.000000 Penalty: 3680.104248
	Iteration 39Q: 3 clusters Score -1.045933e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -10459457.000000 Penalty: 3680.104248
	Iteration 40F: 3 clusters Score -1.045946e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -10459602.000000 Penalty: 3680.104248
	Iteration 41Q: 3 clusters Score -1.04596e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -10459723.000000 Penalty: 3680.104248
	Iteration 42Q: 3 clusters Score -1.045972e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10459827.000000 Penalty: 3680.104248
	Iteration 43Q: 3 clusters Score -1.045983e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -10459881.000000 Penalty: 3680.104248
	Iteration 44Q: 3 clusters Score -1.045988e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -10459966.000000 Penalty: 3680.104248
	Iteration 45Q: 3 clusters Score -1.045997e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -10460046.000000 Penalty: 3680.104248
	Iteration 46Q: 3 clusters Score -1.046005e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -10460131.000000 Penalty: 3680.104248
	Iteration 47Q: 3 clusters Score -1.046013e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -10460162.000000 Penalty: 3680.104248
	Iteration 48Q: 3 clusters Score -1.046016e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -10460202.000000 Penalty: 3680.104248
	Iteration 49Q: 3 clusters Score -1.04602e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10460249.000000 Penalty: 3680.104248
	Iteration 50Q: 3 clusters Score -1.046025e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -10460274.000000 Penalty: 3680.104248
	Iteration 51Q: 3 clusters Score -1.046027e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10460289.000000 Penalty: 3680.104248
	Iteration 52Q: 3 clusters Score -1.046029e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10460290.000000 Penalty: 3680.104248
	Iteration 53Q: 3 clusters Score -1.046029e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -10460317.000000 Penalty: 3680.104248
	Iteration 54Q: 3 clusters Score -1.046032e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -10460324.000000 Penalty: 3680.104248
	Iteration 55Q: 3 clusters Score -1.046032e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -10460315.000000 Penalty: 3680.104248
	Iteration 56Q: 3 clusters Score -1.046032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -10460327.000000 Penalty: 3680.104248
	Iteration 57Q: 3 clusters Score -1.046033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -10460313.000000 Penalty: 3680.104248
	Iteration 58Q: 3 clusters Score -1.046031e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10460331.000000 Penalty: 3680.104248
	Iteration 59Q: 3 clusters Score -1.046033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -10460332.000000 Penalty: 3680.104248
	Iteration 60F: 3 clusters Score -1.046033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10460348.000000 Penalty: 3680.104248
	Iteration 61Q: 3 clusters Score -1.046035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10460359.000000 Penalty: 3680.104248
	Iteration 62Q: 3 clusters Score -1.046036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10460364.000000 Penalty: 3680.104248
	Iteration 63Q: 3 clusters Score -1.046036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10460366.000000 Penalty: 3680.104248
	Iteration 64Q: 3 clusters Score -1.046037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10460350.000000 Penalty: 3680.104248
	Iteration 65Q: 3 clusters Score -1.046035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -10460363.000000 Penalty: 3680.104248
	Iteration 66Q: 3 clusters Score -1.046036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10460382.000000 Penalty: 3680.104248
	Iteration 67Q: 3 clusters Score -1.046038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10460369.000000 Penalty: 3680.104248
	Iteration 68Q: 3 clusters Score -1.046037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10460379.000000 Penalty: 3680.104248
	Iteration 69Q: 3 clusters Score -1.046038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10460379.000000 Penalty: 3680.104248
	Iteration 70Q: 3 clusters Score -1.046038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10460395.000000 Penalty: 3680.104248
	Iteration 71Q: 3 clusters Score -1.04604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10460399.000000 Penalty: 3680.104248
	Iteration 72Q: 3 clusters Score -1.04604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10460409.000000 Penalty: 3680.104248
	Iteration 73Q: 3 clusters Score -1.046041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10460416.000000 Penalty: 3680.104248
	Iteration 74Q: 3 clusters Score -1.046042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10460421.000000 Penalty: 3680.104248
	Iteration 75Q: 3 clusters Score -1.046042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10460422.000000 Penalty: 3680.104248
	Iteration 76Q: 3 clusters Score -1.046042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10460418.000000 Penalty: 3680.104248
	Iteration 77Q: 3 clusters Score -1.046042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10460414.000000 Penalty: 3680.104248
	Iteration 78Q: 3 clusters Score -1.046041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10460419.000000 Penalty: 3680.104248
	Iteration 79Q: 3 clusters Score -1.046042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10460427.000000 Penalty: 3680.104248
	Iteration 80F: 3 clusters Score -1.046043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10460426.000000 Penalty: 3680.104248
	Iteration 81Q: 3 clusters Score -1.046043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10460426.000000 Penalty: 3680.104248
	Iteration 82Q: 3 clusters Score -1.046043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10460426.000000 Penalty: 3680.104248
	Iteration 83F: 3 clusters Score -1.046043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 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 219 members 
Entering Unmasked Estep 
Score: -35008.410156 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35008.41 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35553.097656 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35553.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35799.945312 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -35799.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36006.152344 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -36006.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36152.007812 Penalty: 1991.941284
	Iteration 4F: 3 clusters Score -36152.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36295.847656 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -36295.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36454.148438 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36454.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36502.609375 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -36502.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36526.675781 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -36526.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36543.097656 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -36543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36553.957031 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -36553.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36573.597656 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -36573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36576.128906 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -36576.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36578.546875 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -36578.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36579.308594 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -36579.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36594.972656 Penalty: 1991.941284
	Iteration 15F: 3 clusters Score -36594.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36637.394531 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -36637.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36643.574219 Penalty: 1991.941284
	Iteration 17Q: 3 clusters Score -36643.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36657.011719 Penalty: 1991.941284
	Iteration 18Q: 3 clusters Score -36657.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36667.968750 Penalty: 1991.941284
	Iteration 19Q: 3 clusters Score -36667.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36693.332031 Penalty: 1991.941284
	Iteration 20F: 3 clusters Score -36693.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36736.042969 Penalty: 1991.941284
	Iteration 21Q: 3 clusters Score -36736.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36741.539062 Penalty: 1991.941284
	Iteration 22Q: 3 clusters Score -36741.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36743.027344 Penalty: 1991.941284
	Iteration 23Q: 3 clusters Score -36743.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36743.546875 Penalty: 1991.941284
	Iteration 24Q: 3 clusters Score -36743.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36743.546875 Penalty: 1991.941284
	Iteration 25F: 3 clusters Score -36743.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 233 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 123714 members 
Entering Unmasked Estep 
Score: -141757104.000000 Penalty: 102089.937500
Splitting cluster 32 changes total score from -141757824.000000 to -141757104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (34258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Entering Unmasked Estep 
Score: -4347773.500000 Penalty: 1696.772217
	Iteration 0F: 2 clusters Score -4347774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4324858.500000 Penalty: 3393.544434
	Iteration 0F: 3 clusters Score -4324858 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4333491.500000 Penalty: 3393.544434
	Iteration 1F: 3 clusters Score -4333492 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4333916.000000 Penalty: 3393.544434
	Iteration 2Q: 3 clusters Score -4333916 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4334321.500000 Penalty: 3393.544434
	Iteration 3Q: 3 clusters Score -4334322 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4334781.500000 Penalty: 3393.544434
	Iteration 4Q: 3 clusters Score -4334782 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4335380.500000 Penalty: 3393.544434
	Iteration 5Q: 3 clusters Score -4335380 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4336108.000000 Penalty: 3393.544434
	Iteration 6Q: 3 clusters Score -4336108 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4337069.000000 Penalty: 3393.544434
	Iteration 7F: 3 clusters Score -4337069 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -4338314.500000 Penalty: 3393.544434
	Iteration 8F: 3 clusters Score -4338314 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -4339780.000000 Penalty: 3393.544434
	Iteration 9F: 3 clusters Score -4339780 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4341295.000000 Penalty: 3393.544434
	Iteration 10F: 3 clusters Score -4341295 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -4342477.000000 Penalty: 3393.544434
	Iteration 11Q: 3 clusters Score -4342477 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4343259.500000 Penalty: 3393.544434
	Iteration 12Q: 3 clusters Score -4343260 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4343816.500000 Penalty: 3393.544434
	Iteration 13Q: 3 clusters Score -4343816 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4344251.500000 Penalty: 3393.544434
	Iteration 14Q: 3 clusters Score -4344252 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4344550.000000 Penalty: 3393.544434
	Iteration 15Q: 3 clusters Score -4344550 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4344767.500000 Penalty: 3393.544434
	Iteration 16Q: 3 clusters Score -4344768 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4344992.500000 Penalty: 3393.544434
	Iteration 17Q: 3 clusters Score -4344992 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4345200.000000 Penalty: 3393.544434
	Iteration 18Q: 3 clusters Score -4345200 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4345372.000000 Penalty: 3393.544434
	Iteration 19Q: 3 clusters Score -4345372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4345495.500000 Penalty: 3393.544434
	Iteration 20F: 3 clusters Score -4345496 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4345622.500000 Penalty: 3393.544434
	Iteration 21Q: 3 clusters Score -4345622 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4345723.500000 Penalty: 3393.544434
	Iteration 22Q: 3 clusters Score -4345724 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4345812.000000 Penalty: 3393.544434
	Iteration 23Q: 3 clusters Score -4345812 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4345885.500000 Penalty: 3393.544434
	Iteration 24Q: 3 clusters Score -4345886 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4345944.500000 Penalty: 3393.544434
	Iteration 25Q: 3 clusters Score -4345944 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -4346017.500000 Penalty: 3393.544434
	Iteration 26Q: 3 clusters Score -4346018 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4346070.500000 Penalty: 3393.544434
	Iteration 27Q: 3 clusters Score -4346070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4346118.500000 Penalty: 3393.544434
	Iteration 28Q: 3 clusters Score -4346118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4346149.000000 Penalty: 3393.544434
	Iteration 29Q: 3 clusters Score -4346149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4346181.500000 Penalty: 3393.544434
	Iteration 30Q: 3 clusters Score -4346182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4346203.500000 Penalty: 3393.544434
	Iteration 31Q: 3 clusters Score -4346204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4346220.500000 Penalty: 3393.544434
	Iteration 32Q: 3 clusters Score -4346220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -4346238.500000 Penalty: 3393.544434
	Iteration 33Q: 3 clusters Score -4346238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4346253.500000 Penalty: 3393.544434
	Iteration 34Q: 3 clusters Score -4346254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4346261.500000 Penalty: 3393.544434
	Iteration 35Q: 3 clusters Score -4346262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4346283.000000 Penalty: 3393.544434
	Iteration 36Q: 3 clusters Score -4346283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4346296.500000 Penalty: 3393.544434
	Iteration 37Q: 3 clusters Score -4346296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4346311.000000 Penalty: 3393.544434
	Iteration 38Q: 3 clusters Score -4346311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4346320.500000 Penalty: 3393.544434
	Iteration 39Q: 3 clusters Score -4346320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4346321.500000 Penalty: 3393.544434
	Iteration 40F: 3 clusters Score -4346322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4346327.500000 Penalty: 3393.544434
	Iteration 41Q: 3 clusters Score -4346328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4346334.000000 Penalty: 3393.544434
	Iteration 42Q: 3 clusters Score -4346334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4346335.500000 Penalty: 3393.544434
	Iteration 43Q: 3 clusters Score -4346336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -4346332.000000 Penalty: 3393.544434
	Iteration 44Q: 3 clusters Score -4346332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4346342.500000 Penalty: 3393.544434
	Iteration 45Q: 3 clusters Score -4346342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4346346.500000 Penalty: 3393.544434
	Iteration 46Q: 3 clusters Score -4346346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4346362.000000 Penalty: 3393.544434
	Iteration 47Q: 3 clusters Score -4346362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4346360.500000 Penalty: 3393.544434
	Iteration 48Q: 3 clusters Score -4346360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4346368.500000 Penalty: 3393.544434
	Iteration 49Q: 3 clusters Score -4346368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4346378.500000 Penalty: 3393.544434
	Iteration 50Q: 3 clusters Score -4346378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4346383.500000 Penalty: 3393.544434
	Iteration 51Q: 3 clusters Score -4346384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4346387.000000 Penalty: 3393.544434
	Iteration 52Q: 3 clusters Score -4346387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4346387.000000 Penalty: 3393.544434
	Iteration 53Q: 3 clusters Score -4346387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4346395.500000 Penalty: 3393.544434
	Iteration 54Q: 3 clusters Score -4346396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4346398.000000 Penalty: 3393.544434
	Iteration 55Q: 3 clusters Score -4346398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4346405.500000 Penalty: 3393.544434
	Iteration 56Q: 3 clusters Score -4346406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4346404.000000 Penalty: 3393.544434
	Iteration 57Q: 3 clusters Score -4346404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4346394.500000 Penalty: 3393.544434
	Iteration 58Q: 3 clusters Score -4346394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4346407.000000 Penalty: 3393.544434
	Iteration 59Q: 3 clusters Score -4346407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4346413.000000 Penalty: 3393.544434
	Iteration 60F: 3 clusters Score -4346413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4346416.000000 Penalty: 3393.544434
	Iteration 61Q: 3 clusters Score -4346416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4346424.500000 Penalty: 3393.544434
	Iteration 62Q: 3 clusters Score -4346424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4346425.000000 Penalty: 3393.544434
	Iteration 63Q: 3 clusters Score -4346425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4346427.000000 Penalty: 3393.544434
	Iteration 64Q: 3 clusters Score -4346427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4346432.500000 Penalty: 3393.544434
	Iteration 65Q: 3 clusters Score -4346432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4346437.500000 Penalty: 3393.544434
	Iteration 66Q: 3 clusters Score -4346438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4346443.500000 Penalty: 3393.544434
	Iteration 67Q: 3 clusters Score -4346444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4346439.500000 Penalty: 3393.544434
	Iteration 68Q: 3 clusters Score -4346440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4346446.000000 Penalty: 3393.544434
	Iteration 69Q: 3 clusters Score -4346446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4346442.500000 Penalty: 3393.544434
	Iteration 70Q: 3 clusters Score -4346442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4346443.000000 Penalty: 3393.544434
	Iteration 71Q: 3 clusters Score -4346443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4346447.000000 Penalty: 3393.544434
	Iteration 72Q: 3 clusters Score -4346447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4346447.000000 Penalty: 3393.544434
	Iteration 73F: 3 clusters Score -4346447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (96047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Entering Unmasked Estep 
Score: -12179658.000000 Penalty: 1864.296387
	Iteration 0F: 2 clusters Score -1.217966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -12116787.000000 Penalty: 3728.592773
	Iteration 0F: 3 clusters Score -1.211679e+07 nChanged 45957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -12143508.000000 Penalty: 3728.592773
	Iteration 1F: 3 clusters Score -1.214351e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -12144284.000000 Penalty: 3728.592773
	Iteration 2Q: 3 clusters Score -1.214428e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -12145387.000000 Penalty: 3728.592773
	Iteration 3Q: 3 clusters Score -1.214539e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -12147009.000000 Penalty: 3728.592773
	Iteration 4Q: 3 clusters Score -1.214701e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -12149598.000000 Penalty: 3728.592773
	Iteration 5Q: 3 clusters Score -1.21496e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -12153588.000000 Penalty: 3728.592773
	Iteration 6F: 3 clusters Score -1.215359e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -12158827.000000 Penalty: 3728.592773
	Iteration 7F: 3 clusters Score -1.215883e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -12163494.000000 Penalty: 3728.592773
	Iteration 8F: 3 clusters Score -1.216349e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -12165763.000000 Penalty: 3728.592773
	Iteration 9Q: 3 clusters Score -1.216576e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -12166720.000000 Penalty: 3728.592773
	Iteration 10Q: 3 clusters Score -1.216672e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -12167267.000000 Penalty: 3728.592773
	Iteration 11Q: 3 clusters Score -1.216727e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -12167761.000000 Penalty: 3728.592773
	Iteration 12Q: 3 clusters Score -1.216776e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -12168324.000000 Penalty: 3728.592773
	Iteration 13Q: 3 clusters Score -1.216832e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -12168836.000000 Penalty: 3728.592773
	Iteration 14Q: 3 clusters Score -1.216884e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -12169343.000000 Penalty: 3728.592773
	Iteration 15Q: 3 clusters Score -1.216934e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -12169951.000000 Penalty: 3728.592773
	Iteration 16Q: 3 clusters Score -1.216995e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -12170435.000000 Penalty: 3728.592773
	Iteration 17Q: 3 clusters Score -1.217044e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -12171005.000000 Penalty: 3728.592773
	Iteration 18Q: 3 clusters Score -1.2171e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -12171483.000000 Penalty: 3728.592773
	Iteration 19Q: 3 clusters Score -1.217148e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -12172035.000000 Penalty: 3728.592773
	Iteration 20F: 3 clusters Score -1.217204e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -12172568.000000 Penalty: 3728.592773
	Iteration 21Q: 3 clusters Score -1.217257e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -12173145.000000 Penalty: 3728.592773
	Iteration 22Q: 3 clusters Score -1.217314e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -12173706.000000 Penalty: 3728.592773
	Iteration 23Q: 3 clusters Score -1.217371e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -12174260.000000 Penalty: 3728.592773
	Iteration 24Q: 3 clusters Score -1.217426e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -12174890.000000 Penalty: 3728.592773
	Iteration 25Q: 3 clusters Score -1.217489e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -12175427.000000 Penalty: 3728.592773
	Iteration 26Q: 3 clusters Score -1.217543e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -12175980.000000 Penalty: 3728.592773
	Iteration 27Q: 3 clusters Score -1.217598e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -12176508.000000 Penalty: 3728.592773
	Iteration 28Q: 3 clusters Score -1.217651e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -12176827.000000 Penalty: 3728.592773
	Iteration 29Q: 3 clusters Score -1.217683e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -12177172.000000 Penalty: 3728.592773
	Iteration 30Q: 3 clusters Score -1.217717e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -12177511.000000 Penalty: 3728.592773
	Iteration 31Q: 3 clusters Score -1.217751e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -12177737.000000 Penalty: 3728.592773
	Iteration 32Q: 3 clusters Score -1.217774e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12177871.000000 Penalty: 3728.592773
	Iteration 33Q: 3 clusters Score -1.217787e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12177968.000000 Penalty: 3728.592773
	Iteration 34Q: 3 clusters Score -1.217797e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12178013.000000 Penalty: 3728.592773
	Iteration 35Q: 3 clusters Score -1.217801e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12178080.000000 Penalty: 3728.592773
	Iteration 36Q: 3 clusters Score -1.217808e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12178114.000000 Penalty: 3728.592773
	Iteration 37Q: 3 clusters Score -1.217811e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12178142.000000 Penalty: 3728.592773
	Iteration 38Q: 3 clusters Score -1.217814e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12178167.000000 Penalty: 3728.592773
	Iteration 39Q: 3 clusters Score -1.217817e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12178172.000000 Penalty: 3728.592773
	Iteration 40F: 3 clusters Score -1.217817e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12178196.000000 Penalty: 3728.592773
	Iteration 41Q: 3 clusters Score -1.21782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12178207.000000 Penalty: 3728.592773
	Iteration 42Q: 3 clusters Score -1.217821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12178212.000000 Penalty: 3728.592773
	Iteration 43Q: 3 clusters Score -1.217821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12178225.000000 Penalty: 3728.592773
	Iteration 44Q: 3 clusters Score -1.217822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12178230.000000 Penalty: 3728.592773
	Iteration 45Q: 3 clusters Score -1.217823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12178229.000000 Penalty: 3728.592773
	Iteration 46Q: 3 clusters Score -1.217823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12178220.000000 Penalty: 3728.592773
	Iteration 47Q: 3 clusters Score -1.217822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12178228.000000 Penalty: 3728.592773
	Iteration 48Q: 3 clusters Score -1.217823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12178232.000000 Penalty: 3728.592773
	Iteration 49Q: 3 clusters Score -1.217823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12178237.000000 Penalty: 3728.592773
	Iteration 50Q: 3 clusters Score -1.217824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12178242.000000 Penalty: 3728.592773
	Iteration 51Q: 3 clusters Score -1.217824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12178243.000000 Penalty: 3728.592773
	Iteration 52Q: 3 clusters Score -1.217824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95522 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12178247.000000 Penalty: 3728.592773
	Iteration 53Q: 3 clusters Score -1.217825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12178250.000000 Penalty: 3728.592773
	Iteration 54Q: 3 clusters Score -1.217825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12178253.000000 Penalty: 3728.592773
	Iteration 55Q: 3 clusters Score -1.217825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12178253.000000 Penalty: 3728.592773
	Iteration 56Q: 3 clusters Score -1.217825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12178257.000000 Penalty: 3728.592773
	Iteration 57Q: 3 clusters Score -1.217826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12178257.000000 Penalty: 3728.592773
	Iteration 58F: 3 clusters Score -1.217826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -52590.992188 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -52590.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51546.914062 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -51546.91 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51817.593750 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -51817.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51935.925781 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -51935.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51998.093750 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -51998.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52048.265625 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -52048.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52097.597656 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -52097.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52141.312500 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -52141.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52164.917969 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -52164.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52193.300781 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -52193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52213.828125 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -52213.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52238.058594 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -52238.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52248.894531 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -52248.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52253.054688 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -52253.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52257.277344 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -52257.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52271.250000 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -52271.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52284.074219 Penalty: 2041.736694
	Iteration 15Q: 3 clusters Score -52284.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52292.082031 Penalty: 2041.736694
	Iteration 16Q: 3 clusters Score -52292.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52296.769531 Penalty: 2041.736694
	Iteration 17Q: 3 clusters Score -52296.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52302.312500 Penalty: 2041.736694
	Iteration 18Q: 3 clusters Score -52302.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52307.632812 Penalty: 2041.736694
	Iteration 19Q: 3 clusters Score -52307.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52313.289062 Penalty: 2041.736694
	Iteration 20F: 3 clusters Score -52313.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52342.640625 Penalty: 2041.736694
	Iteration 21Q: 3 clusters Score -52342.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52367.851562 Penalty: 2041.736694
	Iteration 22Q: 3 clusters Score -52367.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52392.238281 Penalty: 2041.736694
	Iteration 23Q: 3 clusters Score -52392.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52419.214844 Penalty: 2041.736694
	Iteration 24Q: 3 clusters Score -52419.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52423.964844 Penalty: 2041.736694
	Iteration 25Q: 3 clusters Score -52423.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52428.425781 Penalty: 2041.736694
	Iteration 26Q: 3 clusters Score -52428.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52429.925781 Penalty: 2041.736694
	Iteration 27Q: 3 clusters Score -52429.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52432.511719 Penalty: 2041.736694
	Iteration 28Q: 3 clusters Score -52432.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52432.511719 Penalty: 2041.736694
	Iteration 29F: 3 clusters Score -52432.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Entering Unmasked Estep 
Score: -2136594.000000 Penalty: 1586.929199
	Iteration 0F: 2 clusters Score -2136594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2124598.000000 Penalty: 3173.858398
	Iteration 0F: 3 clusters Score -2124598 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2128778.750000 Penalty: 3173.858398
	Iteration 1F: 3 clusters Score -2128779 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2129130.250000 Penalty: 3173.858398
	Iteration 2F: 3 clusters Score -2129130 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2129469.750000 Penalty: 3173.858398
	Iteration 3F: 3 clusters Score -2129470 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2129795.500000 Penalty: 3173.858398
	Iteration 4Q: 3 clusters Score -2129796 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2130160.750000 Penalty: 3173.858398
	Iteration 5Q: 3 clusters Score -2130161 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2130657.500000 Penalty: 3173.858398
	Iteration 6Q: 3 clusters Score -2130658 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2131344.000000 Penalty: 3173.858398
	Iteration 7F: 3 clusters Score -2131344 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2132135.500000 Penalty: 3173.858398
	Iteration 8F: 3 clusters Score -2132136 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2133011.500000 Penalty: 3173.858398
	Iteration 9F: 3 clusters Score -2133012 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2133900.750000 Penalty: 3173.858398
	Iteration 10F: 3 clusters Score -2133901 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2134560.750000 Penalty: 3173.858398
	Iteration 11Q: 3 clusters Score -2134561 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2134926.750000 Penalty: 3173.858398
	Iteration 12Q: 3 clusters Score -2134927 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2135172.500000 Penalty: 3173.858398
	Iteration 13Q: 3 clusters Score -2135172 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2135333.750000 Penalty: 3173.858398
	Iteration 14Q: 3 clusters Score -2135334 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2135417.250000 Penalty: 3173.858398
	Iteration 15Q: 3 clusters Score -2135417 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2135466.500000 Penalty: 3173.858398
	Iteration 16Q: 3 clusters Score -2135466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2135495.750000 Penalty: 3173.858398
	Iteration 17Q: 3 clusters Score -2135496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2135515.500000 Penalty: 3173.858398
	Iteration 18Q: 3 clusters Score -2135516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2135537.250000 Penalty: 3173.858398
	Iteration 19Q: 3 clusters Score -2135537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2135546.750000 Penalty: 3173.858398
	Iteration 20F: 3 clusters Score -2135547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2135552.250000 Penalty: 3173.858398
	Iteration 21Q: 3 clusters Score -2135552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2135555.750000 Penalty: 3173.858398
	Iteration 22Q: 3 clusters Score -2135556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2135570.000000 Penalty: 3173.858398
	Iteration 23Q: 3 clusters Score -2135570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2135584.500000 Penalty: 3173.858398
	Iteration 24Q: 3 clusters Score -2135584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2135595.750000 Penalty: 3173.858398
	Iteration 25Q: 3 clusters Score -2135596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2135602.750000 Penalty: 3173.858398
	Iteration 26Q: 3 clusters Score -2135603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2135607.500000 Penalty: 3173.858398
	Iteration 27Q: 3 clusters Score -2135608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2135607.500000 Penalty: 3173.858398
	Iteration 28Q: 3 clusters Score -2135608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2135620.000000 Penalty: 3173.858398
	Iteration 29Q: 3 clusters Score -2135620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2135624.750000 Penalty: 3173.858398
	Iteration 30Q: 3 clusters Score -2135625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2135636.500000 Penalty: 3173.858398
	Iteration 31Q: 3 clusters Score -2135636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2135644.500000 Penalty: 3173.858398
	Iteration 32Q: 3 clusters Score -2135644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2135648.000000 Penalty: 3173.858398
	Iteration 33Q: 3 clusters Score -2135648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2135655.000000 Penalty: 3173.858398
	Iteration 34Q: 3 clusters Score -2135655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2135659.000000 Penalty: 3173.858398
	Iteration 35Q: 3 clusters Score -2135659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2135655.500000 Penalty: 3173.858398
	Iteration 36Q: 3 clusters Score -2135656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2135662.500000 Penalty: 3173.858398
	Iteration 37Q: 3 clusters Score -2135662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2135662.750000 Penalty: 3173.858398
	Iteration 38Q: 3 clusters Score -2135663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2135661.250000 Penalty: 3173.858398
	Iteration 39Q: 3 clusters Score -2135661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2135661.750000 Penalty: 3173.858398
	Iteration 40F: 3 clusters Score -2135662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2135662.500000 Penalty: 3173.858398
	Iteration 41Q: 3 clusters Score -2135662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2135663.000000 Penalty: 3173.858398
	Iteration 42Q: 3 clusters Score -2135663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2135663.000000 Penalty: 3173.858398
	Iteration 43F: 3 clusters Score -2135663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -877503.250000 Penalty: 1441.893066
	Iteration 0F: 2 clusters Score -877503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -872172.312500 Penalty: 2883.786133
	Iteration 0F: 3 clusters Score -872172.3 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -873757.500000 Penalty: 2883.786133
	Iteration 1F: 3 clusters Score -873757.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -874097.312500 Penalty: 2883.786133
	Iteration 2F: 3 clusters Score -874097.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -874526.937500 Penalty: 2883.786133
	Iteration 3F: 3 clusters Score -874526.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -874956.250000 Penalty: 2883.786133
	Iteration 4F: 3 clusters Score -874956.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -875300.437500 Penalty: 2883.786133
	Iteration 5F: 3 clusters Score -875300.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -875586.000000 Penalty: 2883.786133
	Iteration 6F: 3 clusters Score -875586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -875787.562500 Penalty: 2883.786133
	Iteration 7Q: 3 clusters Score -875787.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -875899.000000 Penalty: 2883.786133
	Iteration 8Q: 3 clusters Score -875899 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -875963.000000 Penalty: 2883.786133
	Iteration 9Q: 3 clusters Score -875963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -876005.125000 Penalty: 2883.786133
	Iteration 10Q: 3 clusters Score -876005.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -876033.062500 Penalty: 2883.786133
	Iteration 11Q: 3 clusters Score -876033.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -876055.500000 Penalty: 2883.786133
	Iteration 12Q: 3 clusters Score -876055.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -876079.625000 Penalty: 2883.786133
	Iteration 13Q: 3 clusters Score -876079.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -876101.937500 Penalty: 2883.786133
	Iteration 14Q: 3 clusters Score -876101.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -876127.250000 Penalty: 2883.786133
	Iteration 15Q: 3 clusters Score -876127.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -876142.750000 Penalty: 2883.786133
	Iteration 16Q: 3 clusters Score -876142.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -876163.625000 Penalty: 2883.786133
	Iteration 17Q: 3 clusters Score -876163.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -876178.937500 Penalty: 2883.786133
	Iteration 18Q: 3 clusters Score -876178.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -876197.437500 Penalty: 2883.786133
	Iteration 19Q: 3 clusters Score -876197.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -876212.125000 Penalty: 2883.786133
	Iteration 20F: 3 clusters Score -876212.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -876222.062500 Penalty: 2883.786133
	Iteration 21Q: 3 clusters Score -876222.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -876232.750000 Penalty: 2883.786133
	Iteration 22Q: 3 clusters Score -876232.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -876237.750000 Penalty: 2883.786133
	Iteration 23Q: 3 clusters Score -876237.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -876247.312500 Penalty: 2883.786133
	Iteration 24Q: 3 clusters Score -876247.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -876255.500000 Penalty: 2883.786133
	Iteration 25Q: 3 clusters Score -876255.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -876265.937500 Penalty: 2883.786133
	Iteration 26Q: 3 clusters Score -876265.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -876275.062500 Penalty: 2883.786133
	Iteration 27Q: 3 clusters Score -876275.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -876287.937500 Penalty: 2883.786133
	Iteration 28Q: 3 clusters Score -876287.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -876295.062500 Penalty: 2883.786133
	Iteration 29Q: 3 clusters Score -876295.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -876301.687500 Penalty: 2883.786133
	Iteration 30Q: 3 clusters Score -876301.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -876305.562500 Penalty: 2883.786133
	Iteration 31Q: 3 clusters Score -876305.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -876310.375000 Penalty: 2883.786133
	Iteration 32Q: 3 clusters Score -876310.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -876313.562500 Penalty: 2883.786133
	Iteration 33Q: 3 clusters Score -876313.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -876316.812500 Penalty: 2883.786133
	Iteration 34Q: 3 clusters Score -876316.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -876320.375000 Penalty: 2883.786133
	Iteration 35Q: 3 clusters Score -876320.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -876322.437500 Penalty: 2883.786133
	Iteration 36Q: 3 clusters Score -876322.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -876323.687500 Penalty: 2883.786133
	Iteration 37Q: 3 clusters Score -876323.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -876325.375000 Penalty: 2883.786133
	Iteration 38Q: 3 clusters Score -876325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -876328.500000 Penalty: 2883.786133
	Iteration 39Q: 3 clusters Score -876328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -876331.187500 Penalty: 2883.786133
	Iteration 40F: 3 clusters Score -876331.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -876334.250000 Penalty: 2883.786133
	Iteration 41Q: 3 clusters Score -876334.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -876341.437500 Penalty: 2883.786133
	Iteration 42Q: 3 clusters Score -876341.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -876349.312500 Penalty: 2883.786133
	Iteration 43Q: 3 clusters Score -876349.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -876353.812500 Penalty: 2883.786133
	Iteration 44Q: 3 clusters Score -876353.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -876359.812500 Penalty: 2883.786133
	Iteration 45Q: 3 clusters Score -876359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -876365.687500 Penalty: 2883.786133
	Iteration 46Q: 3 clusters Score -876365.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -876369.750000 Penalty: 2883.786133
	Iteration 47Q: 3 clusters Score -876369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -876371.562500 Penalty: 2883.786133
	Iteration 48Q: 3 clusters Score -876371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -876371.687500 Penalty: 2883.786133
	Iteration 49Q: 3 clusters Score -876371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -876374.187500 Penalty: 2883.786133
	Iteration 50Q: 3 clusters Score -876374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -876376.062500 Penalty: 2883.786133
	Iteration 51Q: 3 clusters Score -876376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -876377.375000 Penalty: 2883.786133
	Iteration 52Q: 3 clusters Score -876377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -876381.812500 Penalty: 2883.786133
	Iteration 53Q: 3 clusters Score -876381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -876382.875000 Penalty: 2883.786133
	Iteration 54Q: 3 clusters Score -876382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -876385.937500 Penalty: 2883.786133
	Iteration 55Q: 3 clusters Score -876385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -876392.937500 Penalty: 2883.786133
	Iteration 56Q: 3 clusters Score -876392.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -876397.437500 Penalty: 2883.786133
	Iteration 57Q: 3 clusters Score -876397.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -876400.687500 Penalty: 2883.786133
	Iteration 58Q: 3 clusters Score -876400.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -876404.375000 Penalty: 2883.786133
	Iteration 59Q: 3 clusters Score -876404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -876402.250000 Penalty: 2883.786133
	Iteration 60F: 3 clusters Score -876402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -876404.562500 Penalty: 2883.786133
	Iteration 61Q: 3 clusters Score -876404.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -876408.000000 Penalty: 2883.786133
	Iteration 62Q: 3 clusters Score -876408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -876410.937500 Penalty: 2883.786133
	Iteration 63Q: 3 clusters Score -876410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -876411.562500 Penalty: 2883.786133
	Iteration 64Q: 3 clusters Score -876411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -876413.812500 Penalty: 2883.786133
	Iteration 65Q: 3 clusters Score -876413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -876416.500000 Penalty: 2883.786133
	Iteration 66Q: 3 clusters Score -876416.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -876418.500000 Penalty: 2883.786133
	Iteration 67Q: 3 clusters Score -876418.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -876419.750000 Penalty: 2883.786133
	Iteration 68Q: 3 clusters Score -876419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -876424.562500 Penalty: 2883.786133
	Iteration 69Q: 3 clusters Score -876424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -876426.562500 Penalty: 2883.786133
	Iteration 70Q: 3 clusters Score -876426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -876427.500000 Penalty: 2883.786133
	Iteration 71Q: 3 clusters Score -876427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -876428.375000 Penalty: 2883.786133
	Iteration 72Q: 3 clusters Score -876428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -876427.750000 Penalty: 2883.786133
	Iteration 73Q: 3 clusters Score -876427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -876428.875000 Penalty: 2883.786133
	Iteration 74Q: 3 clusters Score -876428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -876430.187500 Penalty: 2883.786133
	Iteration 75Q: 3 clusters Score -876430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -876429.562500 Penalty: 2883.786133
	Iteration 76Q: 3 clusters Score -876429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -876430.812500 Penalty: 2883.786133
	Iteration 77Q: 3 clusters Score -876430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -876430.562500 Penalty: 2883.786133
	Iteration 78Q: 3 clusters Score -876430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -876431.625000 Penalty: 2883.786133
	Iteration 79Q: 3 clusters Score -876431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -876429.625000 Penalty: 2883.786133
	Iteration 80F: 3 clusters Score -876429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -876430.625000 Penalty: 2883.786133
	Iteration 81Q: 3 clusters Score -876430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -876432.875000 Penalty: 2883.786133
	Iteration 82Q: 3 clusters Score -876432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -876433.375000 Penalty: 2883.786133
	Iteration 83Q: 3 clusters Score -876433.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -876436.562500 Penalty: 2883.786133
	Iteration 84Q: 3 clusters Score -876436.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -876441.187500 Penalty: 2883.786133
	Iteration 85Q: 3 clusters Score -876441.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -876446.875000 Penalty: 2883.786133
	Iteration 86Q: 3 clusters Score -876446.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -876455.250000 Penalty: 2883.786133
	Iteration 87Q: 3 clusters Score -876455.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -876464.625000 Penalty: 2883.786133
	Iteration 88Q: 3 clusters Score -876464.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -876474.875000 Penalty: 2883.786133
	Iteration 89Q: 3 clusters Score -876474.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -876484.875000 Penalty: 2883.786133
	Iteration 90Q: 3 clusters Score -876484.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -876493.687500 Penalty: 2883.786133
	Iteration 91Q: 3 clusters Score -876493.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -876501.187500 Penalty: 2883.786133
	Iteration 92Q: 3 clusters Score -876501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -876505.875000 Penalty: 2883.786133
	Iteration 93Q: 3 clusters Score -876505.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -876513.687500 Penalty: 2883.786133
	Iteration 94Q: 3 clusters Score -876513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -876517.562500 Penalty: 2883.786133
	Iteration 95Q: 3 clusters Score -876517.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -876523.062500 Penalty: 2883.786133
	Iteration 96Q: 3 clusters Score -876523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -876526.250000 Penalty: 2883.786133
	Iteration 97Q: 3 clusters Score -876526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -876526.812500 Penalty: 2883.786133
	Iteration 98Q: 3 clusters Score -876526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -876530.000000 Penalty: 2883.786133
	Iteration 99Q: 3 clusters Score -876530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -876531.625000 Penalty: 2883.786133
	Iteration 100F: 3 clusters Score -876531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -876536.437500 Penalty: 2883.786133
	Iteration 101Q: 3 clusters Score -876536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -876540.187500 Penalty: 2883.786133
	Iteration 102Q: 3 clusters Score -876540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -876539.937500 Penalty: 2883.786133
	Iteration 103Q: 3 clusters Score -876539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -876541.437500 Penalty: 2883.786133
	Iteration 104Q: 3 clusters Score -876541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -876542.625000 Penalty: 2883.786133
	Iteration 105Q: 3 clusters Score -876542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -876542.687500 Penalty: 2883.786133
	Iteration 106Q: 3 clusters Score -876542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -876544.375000 Penalty: 2883.786133
	Iteration 107Q: 3 clusters Score -876544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -876545.375000 Penalty: 2883.786133
	Iteration 108Q: 3 clusters Score -876545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -876545.437500 Penalty: 2883.786133
	Iteration 109Q: 3 clusters Score -876545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -876545.125000 Penalty: 2883.786133
	Iteration 110Q: 3 clusters Score -876545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -876545.125000 Penalty: 2883.786133
	Iteration 111F: 3 clusters Score -876545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50692.179688 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50692.18 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50862.316406 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50862.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50916.492188 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -50916.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50931.609375 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50931.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50942.121094 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50942.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50946.550781 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50946.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50957.656250 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -50957.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50976.101562 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -50976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50984.402344 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -50984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50984.402344 Penalty: 1989.096680
	Iteration 9F: 3 clusters Score -50984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -141475.546875 Penalty: 1159.419800
	Iteration 0F: 2 clusters Score -141475.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139880.250000 Penalty: 2318.839600
	Iteration 0F: 3 clusters Score -139880.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -140278.781250 Penalty: 2318.839600
	Iteration 1F: 3 clusters Score -140278.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140375.515625 Penalty: 2318.839600
	Iteration 2F: 3 clusters Score -140375.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -140436.906250 Penalty: 2318.839600
	Iteration 3F: 3 clusters Score -140436.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -140501.578125 Penalty: 2318.839600
	Iteration 4Q: 3 clusters Score -140501.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -140564.906250 Penalty: 2318.839600
	Iteration 5Q: 3 clusters Score -140564.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -140642.546875 Penalty: 2318.839600
	Iteration 6F: 3 clusters Score -140642.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140692.656250 Penalty: 2318.839600
	Iteration 7Q: 3 clusters Score -140692.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -140722.625000 Penalty: 2318.839600
	Iteration 8Q: 3 clusters Score -140722.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140749.109375 Penalty: 2318.839600
	Iteration 9Q: 3 clusters Score -140749.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -140781.343750 Penalty: 2318.839600
	Iteration 10Q: 3 clusters Score -140781.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -140808.640625 Penalty: 2318.839600
	Iteration 11Q: 3 clusters Score -140808.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -140824.890625 Penalty: 2318.839600
	Iteration 12Q: 3 clusters Score -140824.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -140850.796875 Penalty: 2318.839600
	Iteration 13Q: 3 clusters Score -140850.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -140866.843750 Penalty: 2318.839600
	Iteration 14Q: 3 clusters Score -140866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -140872.453125 Penalty: 2318.839600
	Iteration 15Q: 3 clusters Score -140872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -140876.281250 Penalty: 2318.839600
	Iteration 16Q: 3 clusters Score -140876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -140880.031250 Penalty: 2318.839600
	Iteration 17Q: 3 clusters Score -140880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -140883.812500 Penalty: 2318.839600
	Iteration 18Q: 3 clusters Score -140883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -140889.156250 Penalty: 2318.839600
	Iteration 19Q: 3 clusters Score -140889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -140894.937500 Penalty: 2318.839600
	Iteration 20F: 3 clusters Score -140894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -140908.171875 Penalty: 2318.839600
	Iteration 21Q: 3 clusters Score -140908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -140915.046875 Penalty: 2318.839600
	Iteration 22Q: 3 clusters Score -140915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -140917.750000 Penalty: 2318.839600
	Iteration 23Q: 3 clusters Score -140917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -140920.015625 Penalty: 2318.839600
	Iteration 24Q: 3 clusters Score -140920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -140922.281250 Penalty: 2318.839600
	Iteration 25Q: 3 clusters Score -140922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -140924.765625 Penalty: 2318.839600
	Iteration 26Q: 3 clusters Score -140924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -140929.421875 Penalty: 2318.839600
	Iteration 27Q: 3 clusters Score -140929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -140933.781250 Penalty: 2318.839600
	Iteration 28Q: 3 clusters Score -140933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -140939.250000 Penalty: 2318.839600
	Iteration 29Q: 3 clusters Score -140939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -140946.031250 Penalty: 2318.839600
	Iteration 30Q: 3 clusters Score -140946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -140948.093750 Penalty: 2318.839600
	Iteration 31Q: 3 clusters Score -140948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -140949.718750 Penalty: 2318.839600
	Iteration 32Q: 3 clusters Score -140949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -140951.890625 Penalty: 2318.839600
	Iteration 33Q: 3 clusters Score -140951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -140953.015625 Penalty: 2318.839600
	Iteration 34Q: 3 clusters Score -140953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -140953.281250 Penalty: 2318.839600
	Iteration 35Q: 3 clusters Score -140953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -140953.281250 Penalty: 2318.839600
	Iteration 36F: 3 clusters Score -140953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6110.701172 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6110.701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6218.827637 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6218.828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6243.664062 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -6243.664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6268.591309 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6268.591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6276.554199 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -6276.554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6277.357422 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -6277.357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6277.357422 Penalty: 1717.041138
	Iteration 6F: 3 clusters Score -6277.357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (24009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Entering Unmasked Estep 
Score: -3021652.750000 Penalty: 1639.004883
	Iteration 0F: 2 clusters Score -3021653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3005532.000000 Penalty: 3278.009766
	Iteration 0F: 3 clusters Score -3005532 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3011417.500000 Penalty: 3278.009766
	Iteration 1F: 3 clusters Score -3011418 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3011695.500000 Penalty: 3278.009766
	Iteration 2Q: 3 clusters Score -3011696 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3011951.250000 Penalty: 3278.009766
	Iteration 3Q: 3 clusters Score -3011951 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3012157.500000 Penalty: 3278.009766
	Iteration 4Q: 3 clusters Score -3012158 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3012342.750000 Penalty: 3278.009766
	Iteration 5Q: 3 clusters Score -3012343 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3012494.750000 Penalty: 3278.009766
	Iteration 6Q: 3 clusters Score -3012495 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3012642.000000 Penalty: 3278.009766
	Iteration 7Q: 3 clusters Score -3012642 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3012759.750000 Penalty: 3278.009766
	Iteration 8Q: 3 clusters Score -3012760 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3012879.000000 Penalty: 3278.009766
	Iteration 9Q: 3 clusters Score -3012879 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3012987.000000 Penalty: 3278.009766
	Iteration 10Q: 3 clusters Score -3012987 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3013175.000000 Penalty: 3278.009766
	Iteration 11Q: 3 clusters Score -3013175 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3013425.250000 Penalty: 3278.009766
	Iteration 12Q: 3 clusters Score -3013425 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3013798.750000 Penalty: 3278.009766
	Iteration 13Q: 3 clusters Score -3013799 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3014379.500000 Penalty: 3278.009766
	Iteration 14Q: 3 clusters Score -3014380 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3015241.750000 Penalty: 3278.009766
	Iteration 15F: 3 clusters Score -3015242 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3016298.500000 Penalty: 3278.009766
	Iteration 16F: 3 clusters Score -3016298 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3017530.750000 Penalty: 3278.009766
	Iteration 17F: 3 clusters Score -3017531 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3018615.000000 Penalty: 3278.009766
	Iteration 18F: 3 clusters Score -3018615 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3019330.250000 Penalty: 3278.009766
	Iteration 19Q: 3 clusters Score -3019330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3019741.250000 Penalty: 3278.009766
	Iteration 20F: 3 clusters Score -3019741 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3019951.000000 Penalty: 3278.009766
	Iteration 21Q: 3 clusters Score -3019951 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3020056.500000 Penalty: 3278.009766
	Iteration 22Q: 3 clusters Score -3020056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3020100.500000 Penalty: 3278.009766
	Iteration 23Q: 3 clusters Score -3020100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3020135.250000 Penalty: 3278.009766
	Iteration 24Q: 3 clusters Score -3020135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3020148.250000 Penalty: 3278.009766
	Iteration 25Q: 3 clusters Score -3020148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3020160.000000 Penalty: 3278.009766
	Iteration 26Q: 3 clusters Score -3020160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3020171.250000 Penalty: 3278.009766
	Iteration 27Q: 3 clusters Score -3020171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3020176.750000 Penalty: 3278.009766
	Iteration 28Q: 3 clusters Score -3020177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3020176.500000 Penalty: 3278.009766
	Iteration 29Q: 3 clusters Score -3020176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3020179.500000 Penalty: 3278.009766
	Iteration 30Q: 3 clusters Score -3020180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3020186.500000 Penalty: 3278.009766
	Iteration 31Q: 3 clusters Score -3020186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3020186.500000 Penalty: 3278.009766
	Iteration 32F: 3 clusters Score -3020186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50032.398438 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50032.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50182.542969 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50182.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50275.355469 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -50275.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50303.390625 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50303.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50318.945312 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50318.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50324.730469 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50324.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50332.296875 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50335.628906 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50335.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50340.878906 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50340.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50342.511719 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -50342.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50343.335938 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -50343.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50345.207031 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -50345.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50345.207031 Penalty: 1981.143066
	Iteration 12F: 3 clusters Score -50345.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (100069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Entering Unmasked Estep 
Score: -12632621.000000 Penalty: 1870.962524
	Iteration 0F: 2 clusters Score -1.263262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -12567414.000000 Penalty: 3741.925049
	Iteration 0F: 3 clusters Score -1.256741e+07 nChanged 48031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -12595856.000000 Penalty: 3741.925049
	Iteration 1F: 3 clusters Score -1.259586e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -12597329.000000 Penalty: 3741.925049
	Iteration 2Q: 3 clusters Score -1.259733e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -12599781.000000 Penalty: 3741.925049
	Iteration 3F: 3 clusters Score -1.259978e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -12603774.000000 Penalty: 3741.925049
	Iteration 4F: 3 clusters Score -1.260377e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -12609884.000000 Penalty: 3741.925049
	Iteration 5F: 3 clusters Score -1.260988e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -12617397.000000 Penalty: 3741.925049
	Iteration 6F: 3 clusters Score -1.26174e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -12624004.000000 Penalty: 3741.925049
	Iteration 7F: 3 clusters Score -1.2624e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 96959 members 
Entering Unmasked Estep 
Score: -12627961.000000 Penalty: 3741.925049
	Iteration 8Q: 3 clusters Score -1.262796e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -12629705.000000 Penalty: 3741.925049
	Iteration 9Q: 3 clusters Score -1.26297e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -12630382.000000 Penalty: 3741.925049
	Iteration 10Q: 3 clusters Score -1.263038e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -12630683.000000 Penalty: 3741.925049
	Iteration 11Q: 3 clusters Score -1.263068e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -12630783.000000 Penalty: 3741.925049
	Iteration 12Q: 3 clusters Score -1.263078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -12630818.000000 Penalty: 3741.925049
	Iteration 13Q: 3 clusters Score -1.263082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -12630852.000000 Penalty: 3741.925049
	Iteration 14Q: 3 clusters Score -1.263085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -12630865.000000 Penalty: 3741.925049
	Iteration 15Q: 3 clusters Score -1.263086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -12630882.000000 Penalty: 3741.925049
	Iteration 16Q: 3 clusters Score -1.263088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -12630890.000000 Penalty: 3741.925049
	Iteration 17Q: 3 clusters Score -1.263089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 99850 members 
Entering Unmasked Estep 
Score: -12630883.000000 Penalty: 3741.925049
	Iteration 18Q: 3 clusters Score -1.263088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -12630892.000000 Penalty: 3741.925049
	Iteration 19Q: 3 clusters Score -1.263089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -12630901.000000 Penalty: 3741.925049
	Iteration 20F: 3 clusters Score -1.26309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -12630909.000000 Penalty: 3741.925049
	Iteration 21Q: 3 clusters Score -1.263091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -12630910.000000 Penalty: 3741.925049
	Iteration 22Q: 3 clusters Score -1.263091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -12630904.000000 Penalty: 3741.925049
	Iteration 23Q: 3 clusters Score -1.26309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -12630907.000000 Penalty: 3741.925049
	Iteration 24Q: 3 clusters Score -1.263091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -12630906.000000 Penalty: 3741.925049
	Iteration 25Q: 3 clusters Score -1.263091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -12630899.000000 Penalty: 3741.925049
	Iteration 26Q: 3 clusters Score -1.26309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 99858 members 
Entering Unmasked Estep 
Score: -12630911.000000 Penalty: 3741.925049
	Iteration 27Q: 3 clusters Score -1.263091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 99858 members 
Entering Unmasked Estep 
Score: -12630911.000000 Penalty: 3741.925049
	Iteration 28F: 3 clusters Score -1.263091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (123714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Entering Unmasked Estep 
Score: -15688198.000000 Penalty: 1905.430786
	Iteration 0F: 2 clusters Score -1.56882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -15617582.000000 Penalty: 3810.861572
	Iteration 0F: 3 clusters Score -1.561758e+07 nChanged 59079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -15652579.000000 Penalty: 3810.861572
	Iteration 1F: 3 clusters Score -1.565258e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -15653404.000000 Penalty: 3810.861572
	Iteration 2Q: 3 clusters Score -1.56534e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -15654345.000000 Penalty: 3810.861572
	Iteration 3Q: 3 clusters Score -1.565434e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -15655802.000000 Penalty: 3810.861572
	Iteration 4Q: 3 clusters Score -1.56558e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -15657847.000000 Penalty: 3810.861572
	Iteration 5Q: 3 clusters Score -1.565785e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -15660794.000000 Penalty: 3810.861572
	Iteration 6Q: 3 clusters Score -1.566079e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -15665857.000000 Penalty: 3810.861572
	Iteration 7F: 3 clusters Score -1.566586e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -15673549.000000 Penalty: 3810.861572
	Iteration 8F: 3 clusters Score -1.567355e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -15681354.000000 Penalty: 3810.861572
	Iteration 9F: 3 clusters Score -1.568135e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -15685851.000000 Penalty: 3810.861572
	Iteration 10F: 3 clusters Score -1.568585e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -15687625.000000 Penalty: 3810.861572
	Iteration 11Q: 3 clusters Score -1.568762e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -15688734.000000 Penalty: 3810.861572
	Iteration 12Q: 3 clusters Score -1.568873e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -15689456.000000 Penalty: 3810.861572
	Iteration 13Q: 3 clusters Score -1.568946e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -15690080.000000 Penalty: 3810.861572
	Iteration 14Q: 3 clusters Score -1.569008e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -15690634.000000 Penalty: 3810.861572
	Iteration 15Q: 3 clusters Score -1.569063e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -15690955.000000 Penalty: 3810.861572
	Iteration 16Q: 3 clusters Score -1.569096e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -15691215.000000 Penalty: 3810.861572
	Iteration 17Q: 3 clusters Score -1.569122e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -15691374.000000 Penalty: 3810.861572
	Iteration 18Q: 3 clusters Score -1.569137e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -15691449.000000 Penalty: 3810.861572
	Iteration 19Q: 3 clusters Score -1.569145e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -15691533.000000 Penalty: 3810.861572
	Iteration 20F: 3 clusters Score -1.569153e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -15691558.000000 Penalty: 3810.861572
	Iteration 21Q: 3 clusters Score -1.569156e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -15691648.000000 Penalty: 3810.861572
	Iteration 22Q: 3 clusters Score -1.569165e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -15691649.000000 Penalty: 3810.861572
	Iteration 23Q: 3 clusters Score -1.569165e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -15691665.000000 Penalty: 3810.861572
	Iteration 24Q: 3 clusters Score -1.569166e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -15691662.000000 Penalty: 3810.861572
	Iteration 25Q: 3 clusters Score -1.569166e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -15691677.000000 Penalty: 3810.861572
	Iteration 26Q: 3 clusters Score -1.569168e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -15691654.000000 Penalty: 3810.861572
	Iteration 27Q: 3 clusters Score -1.569165e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -15691644.000000 Penalty: 3810.861572
	Iteration 28Q: 3 clusters Score -1.569164e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -15691654.000000 Penalty: 3810.861572
	Iteration 29Q: 3 clusters Score -1.569165e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -15691656.000000 Penalty: 3810.861572
	Iteration 30Q: 3 clusters Score -1.569166e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -15691664.000000 Penalty: 3810.861572
	Iteration 31Q: 3 clusters Score -1.569166e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -15691632.000000 Penalty: 3810.861572
	Iteration 32Q: 3 clusters Score -1.569163e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -15691647.000000 Penalty: 3810.861572
	Iteration 33Q: 3 clusters Score -1.569165e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -15691646.000000 Penalty: 3810.861572
	Iteration 34Q: 3 clusters Score -1.569165e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -15691639.000000 Penalty: 3810.861572
	Iteration 35Q: 3 clusters Score -1.569164e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -15691641.000000 Penalty: 3810.861572
	Iteration 36Q: 3 clusters Score -1.569164e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -15691649.000000 Penalty: 3810.861572
	Iteration 37Q: 3 clusters Score -1.569165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -15691674.000000 Penalty: 3810.861572
	Iteration 38Q: 3 clusters Score -1.569167e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -15691691.000000 Penalty: 3810.861572
	Iteration 39Q: 3 clusters Score -1.569169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -15691695.000000 Penalty: 3810.861572
	Iteration 40F: 3 clusters Score -1.56917e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -15691696.000000 Penalty: 3810.861572
	Iteration 41Q: 3 clusters Score -1.56917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -15691687.000000 Penalty: 3810.861572
	Iteration 42Q: 3 clusters Score -1.569169e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -15691682.000000 Penalty: 3810.861572
	Iteration 43Q: 3 clusters Score -1.569168e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -15691691.000000 Penalty: 3810.861572
	Iteration 44Q: 3 clusters Score -1.569169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -15691677.000000 Penalty: 3810.861572
	Iteration 45Q: 3 clusters Score -1.569168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -15691678.000000 Penalty: 3810.861572
	Iteration 46Q: 3 clusters Score -1.569168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -15691695.000000 Penalty: 3810.861572
	Iteration 47Q: 3 clusters Score -1.56917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -15691697.000000 Penalty: 3810.861572
	Iteration 48Q: 3 clusters Score -1.56917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -15691689.000000 Penalty: 3810.861572
	Iteration 49Q: 3 clusters Score -1.569169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -15691698.000000 Penalty: 3810.861572
	Iteration 50Q: 3 clusters Score -1.56917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -15691711.000000 Penalty: 3810.861572
	Iteration 51Q: 3 clusters Score -1.569171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -15691709.000000 Penalty: 3810.861572
	Iteration 52Q: 3 clusters Score -1.569171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -15691718.000000 Penalty: 3810.861572
	Iteration 53Q: 3 clusters Score -1.569172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -15691718.000000 Penalty: 3810.861572
	Iteration 54Q: 3 clusters Score -1.569172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -15691713.000000 Penalty: 3810.861572
	Iteration 55Q: 3 clusters Score -1.569171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -15691715.000000 Penalty: 3810.861572
	Iteration 56Q: 3 clusters Score -1.569172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -15691712.000000 Penalty: 3810.861572
	Iteration 57Q: 3 clusters Score -1.569171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -15691730.000000 Penalty: 3810.861572
	Iteration 58Q: 3 clusters Score -1.569173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -15691725.000000 Penalty: 3810.861572
	Iteration 59Q: 3 clusters Score -1.569172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -15691718.000000 Penalty: 3810.861572
	Iteration 60F: 3 clusters Score -1.569172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -15691722.000000 Penalty: 3810.861572
	Iteration 61Q: 3 clusters Score -1.569172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -15691714.000000 Penalty: 3810.861572
	Iteration 62Q: 3 clusters Score -1.569171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -15691708.000000 Penalty: 3810.861572
	Iteration 63Q: 3 clusters Score -1.569171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -15691698.000000 Penalty: 3810.861572
	Iteration 64Q: 3 clusters Score -1.56917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -15691703.000000 Penalty: 3810.861572
	Iteration 65Q: 3 clusters Score -1.56917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -15691694.000000 Penalty: 3810.861572
	Iteration 66Q: 3 clusters Score -1.569169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -15691699.000000 Penalty: 3810.861572
	Iteration 67Q: 3 clusters Score -1.56917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -15691701.000000 Penalty: 3810.861572
	Iteration 68Q: 3 clusters Score -1.56917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -15691712.000000 Penalty: 3810.861572
	Iteration 69Q: 3 clusters Score -1.569171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -15691706.000000 Penalty: 3810.861572
	Iteration 70Q: 3 clusters Score -1.569171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -15691703.000000 Penalty: 3810.861572
	Iteration 71Q: 3 clusters Score -1.56917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -15691704.000000 Penalty: 3810.861572
	Iteration 72Q: 3 clusters Score -1.56917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -15691707.000000 Penalty: 3810.861572
	Iteration 73Q: 3 clusters Score -1.569171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -15691709.000000 Penalty: 3810.861572
	Iteration 74Q: 3 clusters Score -1.569171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -15691701.000000 Penalty: 3810.861572
	Iteration 75Q: 3 clusters Score -1.56917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -15691710.000000 Penalty: 3810.861572
	Iteration 76Q: 3 clusters Score -1.569171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -15691716.000000 Penalty: 3810.861572
	Iteration 77Q: 3 clusters Score -1.569172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -15691715.000000 Penalty: 3810.861572
	Iteration 78Q: 3 clusters Score -1.569172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -15691721.000000 Penalty: 3810.861572
	Iteration 79Q: 3 clusters Score -1.569172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -15691725.000000 Penalty: 3810.861572
	Iteration 80F: 3 clusters Score -1.569172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -15691730.000000 Penalty: 3810.861572
	Iteration 81Q: 3 clusters Score -1.569173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -15691729.000000 Penalty: 3810.861572
	Iteration 82Q: 3 clusters Score -1.569173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -15691735.000000 Penalty: 3810.861572
	Iteration 83Q: 3 clusters Score -1.569174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -15691735.000000 Penalty: 3810.861572
	Iteration 84F: 3 clusters Score -1.569174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 60698 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 63016 members 
Entering Unmasked Estep 
Score: -141759072.000000 Penalty: 102089.937500
Splitting cluster 46 changes total score from -141757824.000000 to -141759072.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107875 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 125418 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83264 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 15082 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82735 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34258 members 
Mstep: Class 34 contains 96047 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17426 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 24009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 45 contains 100069 members 
Mstep: Class 46 contains 63016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141764688.000000 Penalty: 102089.937500
Iteration 439Q: 46 clusters Score -1.417647e+08 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33260 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33947 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112126 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 108090 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 19937 members 
Mstep: Class 15 contains 124217 members 
Mstep: Class 16 contains 16574 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 83231 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32351 members 
Mstep: Class 24 contains 12138 members 
Mstep: Class 25 contains 8304 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2364 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 82679 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34576 members 
Mstep: Class 34 contains 96698 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17420 members 
Mstep: Class 37 contains 7213 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 23575 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 57760 members 
Mstep: Class 45 contains 99046 members 
Mstep: Class 46 contains 67843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141768128.000000 Penalty: 102089.937500
Iteration 440F: 46 clusters Score -1.417681e+08 nChanged 16408
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33259 members 
Mstep: Class 3 contains 8008 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33829 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110477 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 107767 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 19674 members 
Mstep: Class 15 contains 121673 members 
Mstep: Class 16 contains 16551 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 83068 members 
Mstep: Class 20 contains 13665 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32312 members 
Mstep: Class 24 contains 12142 members 
Mstep: Class 25 contains 8311 members 
Mstep: Class 26 contains 14909 members 
Mstep: Class 27 contains 1905 members 
Mstep: Class 28 contains 2363 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 81660 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34453 members 
Mstep: Class 34 contains 95850 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17271 members 
Mstep: Class 37 contains 7227 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 23150 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 62620 members 
Mstep: Class 45 contains 97613 members 
Mstep: Class 46 contains 72249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772160.000000 Penalty: 102089.937500
Iteration 441Q: 46 clusters Score -1.417722e+08 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33260 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33665 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109043 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 107378 members 
Mstep: Class 12 contains 4846 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 119149 members 
Mstep: Class 16 contains 16521 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 82704 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 2312 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32298 members 
Mstep: Class 24 contains 12137 members 
Mstep: Class 25 contains 8301 members 
Mstep: Class 26 contains 14792 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2364 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80553 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34307 members 
Mstep: Class 34 contains 94654 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17150 members 
Mstep: Class 37 contains 7225 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 22754 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 67158 members 
Mstep: Class 45 contains 96174 members 
Mstep: Class 46 contains 77452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774608.000000 Penalty: 102089.937500
Iteration 442Q: 46 clusters Score -1.417746e+08 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33257 members 
Mstep: Class 3 contains 8007 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33454 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107725 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 14348 members 
Mstep: Class 11 contains 106931 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 19235 members 
Mstep: Class 15 contains 116678 members 
Mstep: Class 16 contains 16471 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 82238 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32280 members 
Mstep: Class 24 contains 12128 members 
Mstep: Class 25 contains 8285 members 
Mstep: Class 26 contains 14642 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2374 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 79392 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34161 members 
Mstep: Class 34 contains 92989 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17057 members 
Mstep: Class 37 contains 7211 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 22367 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 71797 members 
Mstep: Class 45 contains 94872 members 
Mstep: Class 46 contains 82990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141777344.000000 Penalty: 102089.937500
Iteration 443Q: 46 clusters Score -1.417773e+08 nChanged 17556
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33243 members 
Mstep: Class 3 contains 8006 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33239 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106516 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 14290 members 
Mstep: Class 11 contains 106503 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 19046 members 
Mstep: Class 15 contains 114371 members 
Mstep: Class 16 contains 16428 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 81775 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 32254 members 
Mstep: Class 24 contains 12122 members 
Mstep: Class 25 contains 8271 members 
Mstep: Class 26 contains 14503 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 78209 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33991 members 
Mstep: Class 34 contains 90793 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 17017 members 
Mstep: Class 37 contains 7193 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 21953 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 76392 members 
Mstep: Class 45 contains 93629 members 
Mstep: Class 46 contains 88783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141780320.000000 Penalty: 102089.937500
Iteration 444Q: 46 clusters Score -1.417803e+08 nChanged 18881
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33225 members 
Mstep: Class 3 contains 8002 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33087 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105332 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 106094 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 18908 members 
Mstep: Class 15 contains 112358 members 
Mstep: Class 16 contains 16393 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 81244 members 
Mstep: Class 20 contains 13641 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 32226 members 
Mstep: Class 24 contains 12125 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 14372 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 77027 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33822 members 
Mstep: Class 34 contains 87943 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16944 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 21574 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 80976 members 
Mstep: Class 45 contains 92352 members 
Mstep: Class 46 contains 94902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141781216.000000 Penalty: 102089.937500
Iteration 445Q: 46 clusters Score -1.417812e+08 nChanged 19631
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33198 members 
Mstep: Class 3 contains 8002 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32848 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104212 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 14195 members 
Mstep: Class 11 contains 105696 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 18810 members 
Mstep: Class 15 contains 110716 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 80672 members 
Mstep: Class 20 contains 13628 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32199 members 
Mstep: Class 24 contains 12127 members 
Mstep: Class 25 contains 8240 members 
Mstep: Class 26 contains 14236 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 75819 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33554 members 
Mstep: Class 34 contains 84653 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16858 members 
Mstep: Class 37 contains 7136 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 21204 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 85097 members 
Mstep: Class 45 contains 91169 members 
Mstep: Class 46 contains 101554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141782304.000000 Penalty: 102089.937500
Iteration 446Q: 46 clusters Score -1.417823e+08 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33183 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32509 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 103140 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14171 members 
Mstep: Class 11 contains 105219 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 18744 members 
Mstep: Class 15 contains 109527 members 
Mstep: Class 16 contains 16314 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 80161 members 
Mstep: Class 20 contains 13634 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32179 members 
Mstep: Class 24 contains 12118 members 
Mstep: Class 25 contains 8223 members 
Mstep: Class 26 contains 14102 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 74540 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33160 members 
Mstep: Class 34 contains 81220 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16803 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 20854 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 87286 members 
Mstep: Class 45 contains 91302 members 
Mstep: Class 46 contains 108688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141782448.000000 Penalty: 102089.937500
Iteration 447Q: 46 clusters Score -1.417824e+08 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33172 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32133 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102330 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14159 members 
Mstep: Class 11 contains 104729 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 108999 members 
Mstep: Class 16 contains 16282 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 79738 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32151 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 13985 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 2380 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 73480 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32738 members 
Mstep: Class 34 contains 77975 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16739 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 20527 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 87536 members 
Mstep: Class 45 contains 92347 members 
Mstep: Class 46 contains 115351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141781424.000000 Penalty: 102089.937500
Iteration 448Q: 46 clusters Score -1.417814e+08 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33160 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31661 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 101819 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 11 contains 104537 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 18742 members 
Mstep: Class 15 contains 109137 members 
Mstep: Class 16 contains 16244 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 79435 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32129 members 
Mstep: Class 24 contains 12108 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 13885 members 
Mstep: Class 27 contains 1896 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 72728 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32390 members 
Mstep: Class 34 contains 75138 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16717 members 
Mstep: Class 37 contains 7093 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 20211 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 87998 members 
Mstep: Class 45 contains 92645 members 
Mstep: Class 46 contains 120372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141777888.000000 Penalty: 102089.937500
Iteration 449Q: 46 clusters Score -1.417779e+08 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33142 members 
Mstep: Class 3 contains 7995 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31189 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 101597 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14165 members 
Mstep: Class 11 contains 104640 members 
Mstep: Class 12 contains 4902 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 18823 members 
Mstep: Class 15 contains 109712 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 79251 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32115 members 
Mstep: Class 24 contains 12108 members 
Mstep: Class 25 contains 8195 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 72225 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32208 members 
Mstep: Class 34 contains 72657 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16719 members 
Mstep: Class 37 contains 7100 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1251 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 19936 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 88711 members 
Mstep: Class 45 contains 91938 members 
Mstep: Class 46 contains 124025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141774128.000000 Penalty: 102089.937500
Iteration 450Q: 46 clusters Score -1.417741e+08 nChanged 13804
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33127 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30844 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 101610 members 
Mstep: Class 9 contains 5594 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 11 contains 104893 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 18924 members 
Mstep: Class 15 contains 110670 members 
Mstep: Class 16 contains 16209 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 79119 members 
Mstep: Class 20 contains 13683 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32103 members 
Mstep: Class 24 contains 12111 members 
Mstep: Class 25 contains 8196 members 
Mstep: Class 26 contains 13737 members 
Mstep: Class 27 contains 1896 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 71985 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32117 members 
Mstep: Class 34 contains 70503 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16773 members 
Mstep: Class 37 contains 7118 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1247 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 19680 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 89327 members 
Mstep: Class 45 contains 90562 members 
Mstep: Class 46 contains 126680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141770272.000000 Penalty: 102089.937500
Iteration 451Q: 46 clusters Score -1.417703e+08 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33113 members 
Mstep: Class 3 contains 7997 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30649 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 101875 members 
Mstep: Class 9 contains 5595 members 
Mstep: Class 10 contains 14179 members 
Mstep: Class 11 contains 105172 members 
Mstep: Class 12 contains 4918 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 19093 members 
Mstep: Class 15 contains 111890 members 
Mstep: Class 16 contains 16204 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 79060 members 
Mstep: Class 20 contains 13686 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32091 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 2386 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 71949 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32066 members 
Mstep: Class 34 contains 68703 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16831 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 19429 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 89580 members 
Mstep: Class 45 contains 89072 members 
Mstep: Class 46 contains 128322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141767168.000000 Penalty: 102089.937500
Iteration 452Q: 46 clusters Score -1.417672e+08 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33091 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30550 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102295 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 14188 members 
Mstep: Class 11 contains 105405 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 19282 members 
Mstep: Class 15 contains 113130 members 
Mstep: Class 16 contains 16188 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 79040 members 
Mstep: Class 20 contains 13683 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32096 members 
Mstep: Class 24 contains 12138 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 13660 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 2385 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 72000 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32055 members 
Mstep: Class 34 contains 67416 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16883 members 
Mstep: Class 37 contains 7136 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 19191 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 89297 members 
Mstep: Class 45 contains 87724 members 
Mstep: Class 46 contains 129445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141764976.000000 Penalty: 102089.937500
Iteration 453Q: 46 clusters Score -1.41765e+08 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33083 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30570 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 102878 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 14205 members 
Mstep: Class 11 contains 105576 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 19470 members 
Mstep: Class 15 contains 114424 members 
Mstep: Class 16 contains 16175 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 79012 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32095 members 
Mstep: Class 24 contains 12136 members 
Mstep: Class 25 contains 8211 members 
Mstep: Class 26 contains 13620 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 72172 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32065 members 
Mstep: Class 34 contains 66456 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16928 members 
Mstep: Class 37 contains 7140 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 18975 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 88541 members 
Mstep: Class 45 contains 86641 members 
Mstep: Class 46 contains 130033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762928.000000 Penalty: 102089.937500
Iteration 454Q: 46 clusters Score -1.417629e+08 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33072 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30634 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 103456 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 14223 members 
Mstep: Class 11 contains 105698 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 19706 members 
Mstep: Class 15 contains 115645 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 79018 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32088 members 
Mstep: Class 24 contains 12143 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 13576 members 
Mstep: Class 27 contains 1896 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 72358 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32103 members 
Mstep: Class 34 contains 65776 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 16964 members 
Mstep: Class 37 contains 7139 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 18776 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 87599 members 
Mstep: Class 45 contains 85838 members 
Mstep: Class 46 contains 130214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761584.000000 Penalty: 102089.937500
Iteration 455Q: 46 clusters Score -1.417616e+08 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33069 members 
Mstep: Class 3 contains 8001 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30755 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104018 members 
Mstep: Class 9 contains 5599 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 105775 members 
Mstep: Class 12 contains 4955 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 19935 members 
Mstep: Class 15 contains 116836 members 
Mstep: Class 16 contains 16170 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 79024 members 
Mstep: Class 20 contains 13671 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32074 members 
Mstep: Class 24 contains 12138 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 72645 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32138 members 
Mstep: Class 34 contains 65297 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16987 members 
Mstep: Class 37 contains 7143 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 18611 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 86501 members 
Mstep: Class 45 contains 85180 members 
Mstep: Class 46 contains 130120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141760736.000000 Penalty: 102089.937500
Iteration 456Q: 46 clusters Score -1.417607e+08 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33068 members 
Mstep: Class 3 contains 8001 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30875 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 104573 members 
Mstep: Class 9 contains 5599 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 105793 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 20112 members 
Mstep: Class 15 contains 117886 members 
Mstep: Class 16 contains 16170 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 79068 members 
Mstep: Class 20 contains 13671 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32067 members 
Mstep: Class 24 contains 12130 members 
Mstep: Class 25 contains 8235 members 
Mstep: Class 26 contains 13469 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 2382 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 72934 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32161 members 
Mstep: Class 34 contains 64970 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 16991 members 
Mstep: Class 37 contains 7144 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 18441 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 85356 members 
Mstep: Class 45 contains 84776 members 
Mstep: Class 46 contains 129941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759408.000000 Penalty: 102089.937500
Iteration 457Q: 46 clusters Score -1.417594e+08 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33067 members 
Mstep: Class 3 contains 8001 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 30981 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105122 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 14259 members 
Mstep: Class 11 contains 105803 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 20279 members 
Mstep: Class 15 contains 118796 members 
Mstep: Class 16 contains 16169 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 79126 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32048 members 
Mstep: Class 24 contains 12130 members 
Mstep: Class 25 contains 8248 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 2378 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 73217 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32189 members 
Mstep: Class 34 contains 64730 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17004 members 
Mstep: Class 37 contains 7145 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 18304 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 84212 members 
Mstep: Class 45 contains 84504 members 
Mstep: Class 46 contains 129649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759456.000000 Penalty: 102089.937500
Iteration 458Q: 46 clusters Score -1.417595e+08 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33062 members 
Mstep: Class 3 contains 8001 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31071 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 105567 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 14263 members 
Mstep: Class 11 contains 105809 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 20431 members 
Mstep: Class 15 contains 119638 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 79199 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32025 members 
Mstep: Class 24 contains 12139 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 13400 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 2376 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 73491 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32209 members 
Mstep: Class 34 contains 64525 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17016 members 
Mstep: Class 37 contains 7149 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 18168 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 83063 members 
Mstep: Class 45 contains 84422 members 
Mstep: Class 46 contains 129332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141759600.000000 Penalty: 102089.937500
Iteration 459Q: 46 clusters Score -1.417596e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33059 members 
Mstep: Class 3 contains 8001 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31136 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106026 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 14274 members 
Mstep: Class 11 contains 105804 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 120283 members 
Mstep: Class 16 contains 16163 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 79307 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 32005 members 
Mstep: Class 24 contains 12151 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 13374 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 73719 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32234 members 
Mstep: Class 34 contains 64364 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17028 members 
Mstep: Class 37 contains 7149 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 18039 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 81955 members 
Mstep: Class 45 contains 84427 members 
Mstep: Class 46 contains 129068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141762272.000000 Penalty: 102089.937500
Iteration 460F: 46 clusters Score -1.417623e+08 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33063 members 
Mstep: Class 3 contains 7999 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31182 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106226 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 14283 members 
Mstep: Class 11 contains 105768 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 20706 members 
Mstep: Class 15 contains 120760 members 
Mstep: Class 16 contains 16151 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 79393 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31992 members 
Mstep: Class 24 contains 12160 members 
Mstep: Class 25 contains 8274 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 2368 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 73788 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32111 members 
Mstep: Class 34 contains 60880 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17015 members 
Mstep: Class 37 contains 7133 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17928 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 83962 members 
Mstep: Class 45 contains 84436 members 
Mstep: Class 46 contains 129854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141760544.000000 Penalty: 102089.937500
Iteration 461Q: 46 clusters Score -1.417605e+08 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33064 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31301 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106539 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 105805 members 
Mstep: Class 12 contains 4960 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 20855 members 
Mstep: Class 15 contains 121271 members 
Mstep: Class 16 contains 16135 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 79506 members 
Mstep: Class 20 contains 13686 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31982 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 8278 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 73969 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32051 members 
Mstep: Class 34 contains 57667 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17025 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17819 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 85500 members 
Mstep: Class 45 contains 84334 members 
Mstep: Class 46 contains 130394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141758000.000000 Penalty: 102089.937500
Iteration 462Q: 46 clusters Score -1.41758e+08 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33063 members 
Mstep: Class 3 contains 7997 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31459 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 106894 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 14296 members 
Mstep: Class 11 contains 105830 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 21020 members 
Mstep: Class 15 contains 121877 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 79648 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31976 members 
Mstep: Class 24 contains 12167 members 
Mstep: Class 25 contains 8282 members 
Mstep: Class 26 contains 13330 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 74270 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32010 members 
Mstep: Class 34 contains 54655 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17056 members 
Mstep: Class 37 contains 7115 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1250 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17717 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 86870 members 
Mstep: Class 45 contains 84113 members 
Mstep: Class 46 contains 130643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141756272.000000 Penalty: 102089.937500
Iteration 463Q: 46 clusters Score -1.417563e+08 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33062 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31662 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107240 members 
Mstep: Class 9 contains 5595 members 
Mstep: Class 10 contains 14324 members 
Mstep: Class 11 contains 105875 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 21177 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 79833 members 
Mstep: Class 20 contains 13697 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31968 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 8287 members 
Mstep: Class 26 contains 13333 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 74635 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31980 members 
Mstep: Class 34 contains 51788 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17085 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17628 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 88093 members 
Mstep: Class 45 contains 83898 members 
Mstep: Class 46 contains 130714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141755232.000000 Penalty: 102089.937500
Iteration 464Q: 46 clusters Score -1.417552e+08 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33062 members 
Mstep: Class 3 contains 7991 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 31867 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 107666 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 14335 members 
Mstep: Class 11 contains 105924 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 21334 members 
Mstep: Class 15 contains 122903 members 
Mstep: Class 16 contains 16090 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 80014 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31947 members 
Mstep: Class 24 contains 12156 members 
Mstep: Class 25 contains 8286 members 
Mstep: Class 26 contains 13348 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 75023 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31945 members 
Mstep: Class 34 contains 49108 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17114 members 
Mstep: Class 37 contains 7133 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17558 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 89260 members 
Mstep: Class 45 contains 83698 members 
Mstep: Class 46 contains 130615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141754944.000000 Penalty: 102089.937500
Iteration 465Q: 46 clusters Score -1.417549e+08 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33062 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32108 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108096 members 
Mstep: Class 9 contains 5594 members 
Mstep: Class 10 contains 14351 members 
Mstep: Class 11 contains 106010 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 21489 members 
Mstep: Class 15 contains 123241 members 
Mstep: Class 16 contains 16089 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 80218 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31924 members 
Mstep: Class 24 contains 12158 members 
Mstep: Class 25 contains 8287 members 
Mstep: Class 26 contains 13361 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 75403 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 31988 members 
Mstep: Class 34 contains 46594 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17153 members 
Mstep: Class 37 contains 7132 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17483 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 90262 members 
Mstep: Class 45 contains 83534 members 
Mstep: Class 46 contains 130437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141754032.000000 Penalty: 102089.937500
Iteration 466Q: 46 clusters Score -1.41754e+08 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33065 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32370 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108538 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14364 members 
Mstep: Class 11 contains 106084 members 
Mstep: Class 12 contains 4961 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 21646 members 
Mstep: Class 15 contains 123557 members 
Mstep: Class 16 contains 16090 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 80413 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31909 members 
Mstep: Class 24 contains 12166 members 
Mstep: Class 25 contains 8288 members 
Mstep: Class 26 contains 13353 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 75784 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32025 members 
Mstep: Class 34 contains 44273 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17184 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17422 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 91091 members 
Mstep: Class 45 contains 83387 members 
Mstep: Class 46 contains 130255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753776.000000 Penalty: 102089.937500
Iteration 467Q: 46 clusters Score -1.417538e+08 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33070 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32592 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 108988 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14382 members 
Mstep: Class 11 contains 106131 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 21810 members 
Mstep: Class 15 contains 123832 members 
Mstep: Class 16 contains 16090 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 80592 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31897 members 
Mstep: Class 24 contains 12166 members 
Mstep: Class 25 contains 8289 members 
Mstep: Class 26 contains 13366 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 76141 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32042 members 
Mstep: Class 34 contains 42129 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17200 members 
Mstep: Class 37 contains 7129 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17375 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 91852 members 
Mstep: Class 45 contains 83286 members 
Mstep: Class 46 contains 130013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753216.000000 Penalty: 102089.937500
Iteration 468Q: 46 clusters Score -1.417532e+08 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33074 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 32823 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109396 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14394 members 
Mstep: Class 11 contains 106219 members 
Mstep: Class 12 contains 4960 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 21940 members 
Mstep: Class 15 contains 124037 members 
Mstep: Class 16 contains 16092 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 80765 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31878 members 
Mstep: Class 24 contains 12171 members 
Mstep: Class 25 contains 8297 members 
Mstep: Class 26 contains 13381 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2358 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 76491 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32074 members 
Mstep: Class 34 contains 40180 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17195 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17330 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 92479 members 
Mstep: Class 45 contains 83235 members 
Mstep: Class 46 contains 129790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753040.000000 Penalty: 102089.937500
Iteration 469Q: 46 clusters Score -1.41753e+08 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33080 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33071 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 109793 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14401 members 
Mstep: Class 11 contains 106315 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 22085 members 
Mstep: Class 15 contains 124219 members 
Mstep: Class 16 contains 16091 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 80917 members 
Mstep: Class 20 contains 13730 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31869 members 
Mstep: Class 24 contains 12180 members 
Mstep: Class 25 contains 8295 members 
Mstep: Class 26 contains 13392 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 76826 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32111 members 
Mstep: Class 34 contains 38328 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17195 members 
Mstep: Class 37 contains 7112 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17290 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 93008 members 
Mstep: Class 45 contains 83227 members 
Mstep: Class 46 contains 129575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752704.000000 Penalty: 102089.937500
Iteration 470Q: 46 clusters Score -1.417527e+08 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33089 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33291 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110210 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14392 members 
Mstep: Class 11 contains 106411 members 
Mstep: Class 12 contains 4958 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 124428 members 
Mstep: Class 16 contains 16099 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 81032 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31855 members 
Mstep: Class 24 contains 12177 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13397 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 77178 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32145 members 
Mstep: Class 34 contains 36627 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17214 members 
Mstep: Class 37 contains 7105 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17244 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 93449 members 
Mstep: Class 45 contains 83265 members 
Mstep: Class 46 contains 129240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752816.000000 Penalty: 102089.937500
Iteration 471Q: 46 clusters Score -1.417528e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33096 members 
Mstep: Class 3 contains 7984 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33525 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110530 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14390 members 
Mstep: Class 11 contains 106511 members 
Mstep: Class 12 contains 4952 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 22392 members 
Mstep: Class 15 contains 124589 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 81184 members 
Mstep: Class 20 contains 13720 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31865 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8299 members 
Mstep: Class 26 contains 13415 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 77559 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32202 members 
Mstep: Class 34 contains 34946 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17235 members 
Mstep: Class 37 contains 7096 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17196 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 93867 members 
Mstep: Class 45 contains 83314 members 
Mstep: Class 46 contains 128909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751984.000000 Penalty: 102089.937500
Iteration 472Q: 46 clusters Score -1.41752e+08 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 7983 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33701 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110766 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14392 members 
Mstep: Class 11 contains 106648 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 22524 members 
Mstep: Class 15 contains 124743 members 
Mstep: Class 16 contains 16104 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 81342 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31863 members 
Mstep: Class 24 contains 12181 members 
Mstep: Class 25 contains 8299 members 
Mstep: Class 26 contains 13411 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 77917 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32271 members 
Mstep: Class 34 contains 33391 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17246 members 
Mstep: Class 37 contains 7094 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17157 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94217 members 
Mstep: Class 45 contains 83374 members 
Mstep: Class 46 contains 128639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751616.000000 Penalty: 102089.937500
Iteration 473Q: 46 clusters Score -1.417516e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33112 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 33888 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 110973 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14398 members 
Mstep: Class 11 contains 106776 members 
Mstep: Class 12 contains 4939 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 22617 members 
Mstep: Class 15 contains 124849 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 81472 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31852 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13415 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 78276 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32339 members 
Mstep: Class 34 contains 31934 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17246 members 
Mstep: Class 37 contains 7093 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17110 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94590 members 
Mstep: Class 45 contains 83455 members 
Mstep: Class 46 contains 128411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 102089.937500
Iteration 474Q: 46 clusters Score -1.417516e+08 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33116 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34042 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111147 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 106902 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 124928 members 
Mstep: Class 16 contains 16120 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 81628 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31850 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8308 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 78643 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32405 members 
Mstep: Class 34 contains 30593 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7101 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17069 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94839 members 
Mstep: Class 45 contains 83551 members 
Mstep: Class 46 contains 128225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751408.000000 Penalty: 102089.937500
Iteration 475Q: 46 clusters Score -1.417514e+08 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33119 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34191 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111216 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14416 members 
Mstep: Class 11 contains 107016 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 22772 members 
Mstep: Class 15 contains 125054 members 
Mstep: Class 16 contains 16124 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 81762 members 
Mstep: Class 20 contains 13738 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31843 members 
Mstep: Class 24 contains 12180 members 
Mstep: Class 25 contains 8309 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 79024 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32484 members 
Mstep: Class 34 contains 29366 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17246 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17028 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95003 members 
Mstep: Class 45 contains 83657 members 
Mstep: Class 46 contains 128088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751264.000000 Penalty: 102089.937500
Iteration 476Q: 46 clusters Score -1.417513e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33123 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34341 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111298 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14425 members 
Mstep: Class 11 contains 107127 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 22827 members 
Mstep: Class 15 contains 125139 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 81937 members 
Mstep: Class 20 contains 13741 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31835 members 
Mstep: Class 24 contains 12176 members 
Mstep: Class 25 contains 8306 members 
Mstep: Class 26 contains 13413 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 79392 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32588 members 
Mstep: Class 34 contains 28276 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17253 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 17009 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94986 members 
Mstep: Class 45 contains 83768 members 
Mstep: Class 46 contains 127960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750848.000000 Penalty: 102089.937500
Iteration 477Q: 46 clusters Score -1.417508e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33132 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34450 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111390 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14436 members 
Mstep: Class 11 contains 107254 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 22883 members 
Mstep: Class 15 contains 125171 members 
Mstep: Class 16 contains 16125 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 82122 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31824 members 
Mstep: Class 24 contains 12178 members 
Mstep: Class 25 contains 8301 members 
Mstep: Class 26 contains 13425 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 79788 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32695 members 
Mstep: Class 34 contains 27309 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17250 members 
Mstep: Class 37 contains 7099 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16987 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94877 members 
Mstep: Class 45 contains 83885 members 
Mstep: Class 46 contains 127831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750528.000000 Penalty: 102089.937500
Iteration 478Q: 46 clusters Score -1.417505e+08 nChanged 3932
Entering ConstructFrom: 
Score: -141750528.000000 Penalty: 102089.937500
Entering ConstructFrom: 
Trying to split cluster 1 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -15512.339844 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -15512.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14736.313477 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -14736.31 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15215.074219 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -15215.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15543.228516 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -15543.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15633.114258 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -15633.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15737.193359 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -15737.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15752.450195 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -15752.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15758.573242 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -15758.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15760.046875 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -15760.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15772.672852 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -15772.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15793.741211 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -15793.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15818.991211 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -15818.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15845.596680 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -15845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15849.458984 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -15849.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15863.311523 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -15863.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15864.350586 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -15864.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15864.350586 Penalty: 1892.489868
	Iteration 15F: 3 clusters Score -15864.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111516 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 22955 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82249 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31815 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32810 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94771 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 84030 members 
Mstep: Class 46 contains 127674 members 
Entering Unmasked Estep 
Score: -141749024.000000 Penalty: 104358.609375
Splitting cluster 1 changes total score from -141750528.000000 to -141749024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Entering Unmasked Estep 
Score: -4117453.750000 Penalty: 1691.400269
	Iteration 0F: 2 clusters Score -4117454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4095315.500000 Penalty: 3382.800537
	Iteration 0F: 3 clusters Score -4095316 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4103718.750000 Penalty: 3382.800537
	Iteration 1F: 3 clusters Score -4103719 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4104156.500000 Penalty: 3382.800537
	Iteration 2Q: 3 clusters Score -4104156 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4104638.750000 Penalty: 3382.800537
	Iteration 3Q: 3 clusters Score -4104639 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -4105138.250000 Penalty: 3382.800537
	Iteration 4Q: 3 clusters Score -4105138 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4105734.250000 Penalty: 3382.800537
	Iteration 5Q: 3 clusters Score -4105734 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -4106327.000000 Penalty: 3382.800537
	Iteration 6Q: 3 clusters Score -4106327 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4106972.250000 Penalty: 3382.800537
	Iteration 7Q: 3 clusters Score -4106972 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4107705.500000 Penalty: 3382.800537
	Iteration 8Q: 3 clusters Score -4107706 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4108452.500000 Penalty: 3382.800537
	Iteration 9Q: 3 clusters Score -4108452 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4109319.250000 Penalty: 3382.800537
	Iteration 10Q: 3 clusters Score -4109319 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4110230.000000 Penalty: 3382.800537
	Iteration 11Q: 3 clusters Score -4110230 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4111231.500000 Penalty: 3382.800537
	Iteration 12Q: 3 clusters Score -4111232 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4112287.250000 Penalty: 3382.800537
	Iteration 13Q: 3 clusters Score -4112287 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4113306.750000 Penalty: 3382.800537
	Iteration 14Q: 3 clusters Score -4113307 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4114324.500000 Penalty: 3382.800537
	Iteration 15Q: 3 clusters Score -4114324 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4115140.250000 Penalty: 3382.800537
	Iteration 16Q: 3 clusters Score -4115140 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4115648.250000 Penalty: 3382.800537
	Iteration 17Q: 3 clusters Score -4115648 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4115968.750000 Penalty: 3382.800537
	Iteration 18Q: 3 clusters Score -4115969 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4116160.500000 Penalty: 3382.800537
	Iteration 19Q: 3 clusters Score -4116160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4116271.250000 Penalty: 3382.800537
	Iteration 20F: 3 clusters Score -4116271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4116352.250000 Penalty: 3382.800537
	Iteration 21Q: 3 clusters Score -4116352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4116409.750000 Penalty: 3382.800537
	Iteration 22Q: 3 clusters Score -4116410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4116450.500000 Penalty: 3382.800537
	Iteration 23Q: 3 clusters Score -4116450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4116473.250000 Penalty: 3382.800537
	Iteration 24Q: 3 clusters Score -4116473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4116484.000000 Penalty: 3382.800537
	Iteration 25Q: 3 clusters Score -4116484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4116503.750000 Penalty: 3382.800537
	Iteration 26Q: 3 clusters Score -4116504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4116515.250000 Penalty: 3382.800537
	Iteration 27Q: 3 clusters Score -4116515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4116530.250000 Penalty: 3382.800537
	Iteration 28Q: 3 clusters Score -4116530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4116555.750000 Penalty: 3382.800537
	Iteration 29Q: 3 clusters Score -4116556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4116568.000000 Penalty: 3382.800537
	Iteration 30Q: 3 clusters Score -4116568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4116579.750000 Penalty: 3382.800537
	Iteration 31Q: 3 clusters Score -4116580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4116597.250000 Penalty: 3382.800537
	Iteration 32Q: 3 clusters Score -4116597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4116602.750000 Penalty: 3382.800537
	Iteration 33Q: 3 clusters Score -4116603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4116632.250000 Penalty: 3382.800537
	Iteration 34Q: 3 clusters Score -4116632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4116658.250000 Penalty: 3382.800537
	Iteration 35Q: 3 clusters Score -4116658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4116700.500000 Penalty: 3382.800537
	Iteration 36Q: 3 clusters Score -4116700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4116720.500000 Penalty: 3382.800537
	Iteration 37Q: 3 clusters Score -4116720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4116739.500000 Penalty: 3382.800537
	Iteration 38Q: 3 clusters Score -4116740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4116758.500000 Penalty: 3382.800537
	Iteration 39Q: 3 clusters Score -4116758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4116767.000000 Penalty: 3382.800537
	Iteration 40F: 3 clusters Score -4116767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4116780.750000 Penalty: 3382.800537
	Iteration 41Q: 3 clusters Score -4116781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4116797.500000 Penalty: 3382.800537
	Iteration 42Q: 3 clusters Score -4116798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4116809.750000 Penalty: 3382.800537
	Iteration 43Q: 3 clusters Score -4116810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4116821.250000 Penalty: 3382.800537
	Iteration 44Q: 3 clusters Score -4116821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4116846.000000 Penalty: 3382.800537
	Iteration 45Q: 3 clusters Score -4116846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4116867.750000 Penalty: 3382.800537
	Iteration 46Q: 3 clusters Score -4116868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4116870.000000 Penalty: 3382.800537
	Iteration 47Q: 3 clusters Score -4116870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4116889.250000 Penalty: 3382.800537
	Iteration 48Q: 3 clusters Score -4116889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4116889.500000 Penalty: 3382.800537
	Iteration 49Q: 3 clusters Score -4116890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4116890.000000 Penalty: 3382.800537
	Iteration 50Q: 3 clusters Score -4116890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4116893.250000 Penalty: 3382.800537
	Iteration 51Q: 3 clusters Score -4116893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4116894.750000 Penalty: 3382.800537
	Iteration 52Q: 3 clusters Score -4116895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4116896.000000 Penalty: 3382.800537
	Iteration 53Q: 3 clusters Score -4116896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4116896.000000 Penalty: 3382.800537
	Iteration 54F: 3 clusters Score -4116896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Entering Unmasked Estep 
Score: -981902.687500 Penalty: 1459.931152
	Iteration 0F: 2 clusters Score -981902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -976060.312500 Penalty: 2919.862305
	Iteration 0F: 3 clusters Score -976060.3 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -977967.687500 Penalty: 2919.862305
	Iteration 1F: 3 clusters Score -977967.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -978301.312500 Penalty: 2919.862305
	Iteration 2F: 3 clusters Score -978301.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -978696.937500 Penalty: 2919.862305
	Iteration 3F: 3 clusters Score -978696.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -979173.937500 Penalty: 2919.862305
	Iteration 4F: 3 clusters Score -979173.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -979587.375000 Penalty: 2919.862305
	Iteration 5F: 3 clusters Score -979587.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -979948.812500 Penalty: 2919.862305
	Iteration 6F: 3 clusters Score -979948.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -980196.812500 Penalty: 2919.862305
	Iteration 7Q: 3 clusters Score -980196.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -980363.562500 Penalty: 2919.862305
	Iteration 8Q: 3 clusters Score -980363.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -980492.312500 Penalty: 2919.862305
	Iteration 9Q: 3 clusters Score -980492.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -980590.375000 Penalty: 2919.862305
	Iteration 10Q: 3 clusters Score -980590.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -980663.375000 Penalty: 2919.862305
	Iteration 11Q: 3 clusters Score -980663.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -980717.312500 Penalty: 2919.862305
	Iteration 12Q: 3 clusters Score -980717.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -980752.187500 Penalty: 2919.862305
	Iteration 13Q: 3 clusters Score -980752.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -980769.562500 Penalty: 2919.862305
	Iteration 14Q: 3 clusters Score -980769.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -980779.500000 Penalty: 2919.862305
	Iteration 15Q: 3 clusters Score -980779.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -980789.125000 Penalty: 2919.862305
	Iteration 16Q: 3 clusters Score -980789.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -980796.500000 Penalty: 2919.862305
	Iteration 17Q: 3 clusters Score -980796.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -980801.187500 Penalty: 2919.862305
	Iteration 18Q: 3 clusters Score -980801.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -980810.500000 Penalty: 2919.862305
	Iteration 19Q: 3 clusters Score -980810.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -980815.250000 Penalty: 2919.862305
	Iteration 20F: 3 clusters Score -980815.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -980823.937500 Penalty: 2919.862305
	Iteration 21Q: 3 clusters Score -980823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -980833.937500 Penalty: 2919.862305
	Iteration 22Q: 3 clusters Score -980833.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -980846.562500 Penalty: 2919.862305
	Iteration 23Q: 3 clusters Score -980846.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -980860.437500 Penalty: 2919.862305
	Iteration 24Q: 3 clusters Score -980860.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -980871.812500 Penalty: 2919.862305
	Iteration 25Q: 3 clusters Score -980871.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -980882.125000 Penalty: 2919.862305
	Iteration 26Q: 3 clusters Score -980882.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -980898.125000 Penalty: 2919.862305
	Iteration 27Q: 3 clusters Score -980898.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -980906.062500 Penalty: 2919.862305
	Iteration 28Q: 3 clusters Score -980906.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -980920.625000 Penalty: 2919.862305
	Iteration 29Q: 3 clusters Score -980920.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -980935.187500 Penalty: 2919.862305
	Iteration 30Q: 3 clusters Score -980935.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -980951.312500 Penalty: 2919.862305
	Iteration 31Q: 3 clusters Score -980951.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -980969.562500 Penalty: 2919.862305
	Iteration 32Q: 3 clusters Score -980969.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -980991.562500 Penalty: 2919.862305
	Iteration 33Q: 3 clusters Score -980991.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -981023.687500 Penalty: 2919.862305
	Iteration 34Q: 3 clusters Score -981023.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -981051.687500 Penalty: 2919.862305
	Iteration 35Q: 3 clusters Score -981051.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -981073.625000 Penalty: 2919.862305
	Iteration 36Q: 3 clusters Score -981073.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -981089.250000 Penalty: 2919.862305
	Iteration 37Q: 3 clusters Score -981089.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -981099.375000 Penalty: 2919.862305
	Iteration 38Q: 3 clusters Score -981099.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -981113.625000 Penalty: 2919.862305
	Iteration 39Q: 3 clusters Score -981113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -981123.875000 Penalty: 2919.862305
	Iteration 40F: 3 clusters Score -981123.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -981136.437500 Penalty: 2919.862305
	Iteration 41Q: 3 clusters Score -981136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -981150.875000 Penalty: 2919.862305
	Iteration 42Q: 3 clusters Score -981150.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -981159.625000 Penalty: 2919.862305
	Iteration 43Q: 3 clusters Score -981159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -981162.812500 Penalty: 2919.862305
	Iteration 44Q: 3 clusters Score -981162.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -981170.687500 Penalty: 2919.862305
	Iteration 45Q: 3 clusters Score -981170.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -981180.937500 Penalty: 2919.862305
	Iteration 46Q: 3 clusters Score -981180.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -981196.812500 Penalty: 2919.862305
	Iteration 47Q: 3 clusters Score -981196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -981213.562500 Penalty: 2919.862305
	Iteration 48Q: 3 clusters Score -981213.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -981225.750000 Penalty: 2919.862305
	Iteration 49Q: 3 clusters Score -981225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -981233.437500 Penalty: 2919.862305
	Iteration 50Q: 3 clusters Score -981233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -981238.312500 Penalty: 2919.862305
	Iteration 51Q: 3 clusters Score -981238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -981240.187500 Penalty: 2919.862305
	Iteration 52Q: 3 clusters Score -981240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -981242.500000 Penalty: 2919.862305
	Iteration 53Q: 3 clusters Score -981242.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -981247.375000 Penalty: 2919.862305
	Iteration 54Q: 3 clusters Score -981247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -981252.500000 Penalty: 2919.862305
	Iteration 55Q: 3 clusters Score -981252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -981253.312500 Penalty: 2919.862305
	Iteration 56Q: 3 clusters Score -981253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -981252.750000 Penalty: 2919.862305
	Iteration 57Q: 3 clusters Score -981252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -981253.562500 Penalty: 2919.862305
	Iteration 58Q: 3 clusters Score -981253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -981253.187500 Penalty: 2919.862305
	Iteration 59Q: 3 clusters Score -981253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -981253.187500 Penalty: 2919.862305
	Iteration 60F: 3 clusters Score -981253.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -31664.566406 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -31664.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30884.445312 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -30884.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31249.054688 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -31249.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31354.882812 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -31354.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31383.775391 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -31383.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31391.435547 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -31391.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31398.986328 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -31398.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31398.986328 Penalty: 1905.680176
	Iteration 6F: 3 clusters Score -31398.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Entering Unmasked Estep 
Score: -4371567.000000 Penalty: 1698.090210
	Iteration 0F: 2 clusters Score -4371567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4348406.500000 Penalty: 3396.180420
	Iteration 0F: 3 clusters Score -4348406 nChanged 15975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4357717.500000 Penalty: 3396.180420
	Iteration 1F: 3 clusters Score -4357718 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4358611.000000 Penalty: 3396.180420
	Iteration 2F: 3 clusters Score -4358611 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -4359657.000000 Penalty: 3396.180420
	Iteration 3F: 3 clusters Score -4359657 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -4360967.000000 Penalty: 3396.180420
	Iteration 4F: 3 clusters Score -4360967 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4362478.000000 Penalty: 3396.180420
	Iteration 5F: 3 clusters Score -4362478 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4364339.000000 Penalty: 3396.180420
	Iteration 6F: 3 clusters Score -4364339 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -4366127.500000 Penalty: 3396.180420
	Iteration 7F: 3 clusters Score -4366128 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4367201.000000 Penalty: 3396.180420
	Iteration 8Q: 3 clusters Score -4367201 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4367709.000000 Penalty: 3396.180420
	Iteration 9Q: 3 clusters Score -4367709 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4367971.500000 Penalty: 3396.180420
	Iteration 10Q: 3 clusters Score -4367972 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4368162.000000 Penalty: 3396.180420
	Iteration 11Q: 3 clusters Score -4368162 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4368266.500000 Penalty: 3396.180420
	Iteration 12Q: 3 clusters Score -4368266 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4368374.500000 Penalty: 3396.180420
	Iteration 13Q: 3 clusters Score -4368374 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4368458.000000 Penalty: 3396.180420
	Iteration 14Q: 3 clusters Score -4368458 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -4368498.000000 Penalty: 3396.180420
	Iteration 15Q: 3 clusters Score -4368498 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -4368556.500000 Penalty: 3396.180420
	Iteration 16Q: 3 clusters Score -4368556 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4368626.000000 Penalty: 3396.180420
	Iteration 17Q: 3 clusters Score -4368626 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4368685.500000 Penalty: 3396.180420
	Iteration 18Q: 3 clusters Score -4368686 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -4368766.000000 Penalty: 3396.180420
	Iteration 19Q: 3 clusters Score -4368766 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4368818.500000 Penalty: 3396.180420
	Iteration 20F: 3 clusters Score -4368818 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -4368879.000000 Penalty: 3396.180420
	Iteration 21Q: 3 clusters Score -4368879 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -4368917.000000 Penalty: 3396.180420
	Iteration 22Q: 3 clusters Score -4368917 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4368960.500000 Penalty: 3396.180420
	Iteration 23Q: 3 clusters Score -4368960 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4368991.500000 Penalty: 3396.180420
	Iteration 24Q: 3 clusters Score -4368992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4369034.000000 Penalty: 3396.180420
	Iteration 25Q: 3 clusters Score -4369034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4369058.500000 Penalty: 3396.180420
	Iteration 26Q: 3 clusters Score -4369058 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4369093.000000 Penalty: 3396.180420
	Iteration 27Q: 3 clusters Score -4369093 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -4369132.500000 Penalty: 3396.180420
	Iteration 28Q: 3 clusters Score -4369132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4369171.000000 Penalty: 3396.180420
	Iteration 29Q: 3 clusters Score -4369171 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4369175.000000 Penalty: 3396.180420
	Iteration 30Q: 3 clusters Score -4369175 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4369209.500000 Penalty: 3396.180420
	Iteration 31Q: 3 clusters Score -4369210 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4369235.000000 Penalty: 3396.180420
	Iteration 32Q: 3 clusters Score -4369235 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4369279.000000 Penalty: 3396.180420
	Iteration 33Q: 3 clusters Score -4369279 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4369311.000000 Penalty: 3396.180420
	Iteration 34Q: 3 clusters Score -4369311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4369347.000000 Penalty: 3396.180420
	Iteration 35Q: 3 clusters Score -4369347 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4369377.000000 Penalty: 3396.180420
	Iteration 36Q: 3 clusters Score -4369377 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4369411.000000 Penalty: 3396.180420
	Iteration 37Q: 3 clusters Score -4369411 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4369428.000000 Penalty: 3396.180420
	Iteration 38Q: 3 clusters Score -4369428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4369453.000000 Penalty: 3396.180420
	Iteration 39Q: 3 clusters Score -4369453 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4369482.500000 Penalty: 3396.180420
	Iteration 40F: 3 clusters Score -4369482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4369503.500000 Penalty: 3396.180420
	Iteration 41Q: 3 clusters Score -4369504 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4369525.000000 Penalty: 3396.180420
	Iteration 42Q: 3 clusters Score -4369525 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4369550.500000 Penalty: 3396.180420
	Iteration 43Q: 3 clusters Score -4369550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4369573.000000 Penalty: 3396.180420
	Iteration 44Q: 3 clusters Score -4369573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4369609.500000 Penalty: 3396.180420
	Iteration 45Q: 3 clusters Score -4369610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4369618.500000 Penalty: 3396.180420
	Iteration 46Q: 3 clusters Score -4369618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4369659.000000 Penalty: 3396.180420
	Iteration 47Q: 3 clusters Score -4369659 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4369673.000000 Penalty: 3396.180420
	Iteration 48Q: 3 clusters Score -4369673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4369707.000000 Penalty: 3396.180420
	Iteration 49Q: 3 clusters Score -4369707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4369719.500000 Penalty: 3396.180420
	Iteration 50Q: 3 clusters Score -4369720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4369741.000000 Penalty: 3396.180420
	Iteration 51Q: 3 clusters Score -4369741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4369760.500000 Penalty: 3396.180420
	Iteration 52Q: 3 clusters Score -4369760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4369779.500000 Penalty: 3396.180420
	Iteration 53Q: 3 clusters Score -4369780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4369802.500000 Penalty: 3396.180420
	Iteration 54Q: 3 clusters Score -4369802 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4369817.000000 Penalty: 3396.180420
	Iteration 55Q: 3 clusters Score -4369817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4369838.500000 Penalty: 3396.180420
	Iteration 56Q: 3 clusters Score -4369838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4369855.000000 Penalty: 3396.180420
	Iteration 57Q: 3 clusters Score -4369855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4369873.500000 Penalty: 3396.180420
	Iteration 58Q: 3 clusters Score -4369874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4369887.500000 Penalty: 3396.180420
	Iteration 59Q: 3 clusters Score -4369888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4369899.500000 Penalty: 3396.180420
	Iteration 60F: 3 clusters Score -4369900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4369911.000000 Penalty: 3396.180420
	Iteration 61Q: 3 clusters Score -4369911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4369910.500000 Penalty: 3396.180420
	Iteration 62Q: 3 clusters Score -4369910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4369907.000000 Penalty: 3396.180420
	Iteration 63Q: 3 clusters Score -4369907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4369917.000000 Penalty: 3396.180420
	Iteration 64Q: 3 clusters Score -4369917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4369922.000000 Penalty: 3396.180420
	Iteration 65Q: 3 clusters Score -4369922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4369925.500000 Penalty: 3396.180420
	Iteration 66Q: 3 clusters Score -4369926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4369926.000000 Penalty: 3396.180420
	Iteration 67Q: 3 clusters Score -4369926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4369930.000000 Penalty: 3396.180420
	Iteration 68Q: 3 clusters Score -4369930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4369932.000000 Penalty: 3396.180420
	Iteration 69Q: 3 clusters Score -4369932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4369933.000000 Penalty: 3396.180420
	Iteration 70Q: 3 clusters Score -4369933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4369935.000000 Penalty: 3396.180420
	Iteration 71Q: 3 clusters Score -4369935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4369931.000000 Penalty: 3396.180420
	Iteration 72Q: 3 clusters Score -4369931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -4369939.500000 Penalty: 3396.180420
	Iteration 73Q: 3 clusters Score -4369940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4369942.500000 Penalty: 3396.180420
	Iteration 74Q: 3 clusters Score -4369942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4369949.500000 Penalty: 3396.180420
	Iteration 75Q: 3 clusters Score -4369950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4369943.500000 Penalty: 3396.180420
	Iteration 76Q: 3 clusters Score -4369944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4369950.000000 Penalty: 3396.180420
	Iteration 77Q: 3 clusters Score -4369950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4369963.000000 Penalty: 3396.180420
	Iteration 78Q: 3 clusters Score -4369963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4369961.500000 Penalty: 3396.180420
	Iteration 79Q: 3 clusters Score -4369962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4369970.000000 Penalty: 3396.180420
	Iteration 80F: 3 clusters Score -4369970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4369970.500000 Penalty: 3396.180420
	Iteration 81Q: 3 clusters Score -4369970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4369978.000000 Penalty: 3396.180420
	Iteration 82Q: 3 clusters Score -4369978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4369987.000000 Penalty: 3396.180420
	Iteration 83Q: 3 clusters Score -4369987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4369994.000000 Penalty: 3396.180420
	Iteration 84Q: 3 clusters Score -4369994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4369998.000000 Penalty: 3396.180420
	Iteration 85Q: 3 clusters Score -4369998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4370007.000000 Penalty: 3396.180420
	Iteration 86Q: 3 clusters Score -4370007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4370015.500000 Penalty: 3396.180420
	Iteration 87Q: 3 clusters Score -4370016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4370023.000000 Penalty: 3396.180420
	Iteration 88Q: 3 clusters Score -4370023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4370031.500000 Penalty: 3396.180420
	Iteration 89Q: 3 clusters Score -4370032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4370035.500000 Penalty: 3396.180420
	Iteration 90Q: 3 clusters Score -4370036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -4370042.000000 Penalty: 3396.180420
	Iteration 91Q: 3 clusters Score -4370042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4370047.000000 Penalty: 3396.180420
	Iteration 92Q: 3 clusters Score -4370047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4370044.500000 Penalty: 3396.180420
	Iteration 93Q: 3 clusters Score -4370044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -4370048.000000 Penalty: 3396.180420
	Iteration 94Q: 3 clusters Score -4370048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4370060.500000 Penalty: 3396.180420
	Iteration 95Q: 3 clusters Score -4370060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4370061.000000 Penalty: 3396.180420
	Iteration 96Q: 3 clusters Score -4370061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4370067.000000 Penalty: 3396.180420
	Iteration 97Q: 3 clusters Score -4370067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4370087.500000 Penalty: 3396.180420
	Iteration 98Q: 3 clusters Score -4370088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4370087.500000 Penalty: 3396.180420
	Iteration 99Q: 3 clusters Score -4370088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4370092.000000 Penalty: 3396.180420
	Iteration 100F: 3 clusters Score -4370092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4370093.000000 Penalty: 3396.180420
	Iteration 101Q: 3 clusters Score -4370093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4370094.000000 Penalty: 3396.180420
	Iteration 102Q: 3 clusters Score -4370094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4370103.500000 Penalty: 3396.180420
	Iteration 103Q: 3 clusters Score -4370104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4370106.000000 Penalty: 3396.180420
	Iteration 104Q: 3 clusters Score -4370106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4370106.500000 Penalty: 3396.180420
	Iteration 105Q: 3 clusters Score -4370106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4370106.500000 Penalty: 3396.180420
	Iteration 106Q: 3 clusters Score -4370106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4370111.500000 Penalty: 3396.180420
	Iteration 107Q: 3 clusters Score -4370112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4370115.000000 Penalty: 3396.180420
	Iteration 108Q: 3 clusters Score -4370115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4370118.000000 Penalty: 3396.180420
	Iteration 109Q: 3 clusters Score -4370118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4370118.000000 Penalty: 3396.180420
	Iteration 110Q: 3 clusters Score -4370118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4370112.500000 Penalty: 3396.180420
	Iteration 111Q: 3 clusters Score -4370112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4370114.500000 Penalty: 3396.180420
	Iteration 112Q: 3 clusters Score -4370114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4370117.000000 Penalty: 3396.180420
	Iteration 113Q: 3 clusters Score -4370117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -4370116.500000 Penalty: 3396.180420
	Iteration 114Q: 3 clusters Score -4370116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4370117.500000 Penalty: 3396.180420
	Iteration 115Q: 3 clusters Score -4370118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4370115.000000 Penalty: 3396.180420
	Iteration 116Q: 3 clusters Score -4370115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4370115.000000 Penalty: 3396.180420
	Iteration 117F: 3 clusters Score -4370115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -325732.375000 Penalty: 1287.367432
	Iteration 0F: 2 clusters Score -325732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -323201.125000 Penalty: 2574.734863
	Iteration 0F: 3 clusters Score -323201.1 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -323879.281250 Penalty: 2574.734863
	Iteration 1F: 3 clusters Score -323879.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -324087.843750 Penalty: 2574.734863
	Iteration 2F: 3 clusters Score -324087.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -324249.812500 Penalty: 2574.734863
	Iteration 3F: 3 clusters Score -324249.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -324367.375000 Penalty: 2574.734863
	Iteration 4F: 3 clusters Score -324367.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -324469.843750 Penalty: 2574.734863
	Iteration 5Q: 3 clusters Score -324469.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -324551.625000 Penalty: 2574.734863
	Iteration 6Q: 3 clusters Score -324551.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -324642.718750 Penalty: 2574.734863
	Iteration 7Q: 3 clusters Score -324642.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -324713.406250 Penalty: 2574.734863
	Iteration 8Q: 3 clusters Score -324713.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -324780.687500 Penalty: 2574.734863
	Iteration 9Q: 3 clusters Score -324780.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -324829.468750 Penalty: 2574.734863
	Iteration 10Q: 3 clusters Score -324829.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -324864.750000 Penalty: 2574.734863
	Iteration 11Q: 3 clusters Score -324864.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -324905.437500 Penalty: 2574.734863
	Iteration 12Q: 3 clusters Score -324905.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -324941.156250 Penalty: 2574.734863
	Iteration 13Q: 3 clusters Score -324941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -324970.218750 Penalty: 2574.734863
	Iteration 14Q: 3 clusters Score -324970.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -324989.093750 Penalty: 2574.734863
	Iteration 15Q: 3 clusters Score -324989.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -325009.562500 Penalty: 2574.734863
	Iteration 16Q: 3 clusters Score -325009.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -325023.781250 Penalty: 2574.734863
	Iteration 17Q: 3 clusters Score -325023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -325033.500000 Penalty: 2574.734863
	Iteration 18Q: 3 clusters Score -325033.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -325042.281250 Penalty: 2574.734863
	Iteration 19Q: 3 clusters Score -325042.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -325050.000000 Penalty: 2574.734863
	Iteration 20F: 3 clusters Score -325050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -325058.625000 Penalty: 2574.734863
	Iteration 21Q: 3 clusters Score -325058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -325062.812500 Penalty: 2574.734863
	Iteration 22Q: 3 clusters Score -325062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -325072.531250 Penalty: 2574.734863
	Iteration 23Q: 3 clusters Score -325072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -325077.875000 Penalty: 2574.734863
	Iteration 24Q: 3 clusters Score -325077.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -325084.156250 Penalty: 2574.734863
	Iteration 25Q: 3 clusters Score -325084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -325087.562500 Penalty: 2574.734863
	Iteration 26Q: 3 clusters Score -325087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -325088.718750 Penalty: 2574.734863
	Iteration 27Q: 3 clusters Score -325088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -325089.625000 Penalty: 2574.734863
	Iteration 28Q: 3 clusters Score -325089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -325089.625000 Penalty: 2574.734863
	Iteration 29F: 3 clusters Score -325089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -31838.322266 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -31838.32 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 203 members 
Entering Unmasked Estep 
Score: -31029.093750 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -31029.09 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31357.093750 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -31357.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31467.480469 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -31467.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31534.169922 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -31534.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31650.000000 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -31650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31711.037109 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -31711.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31727.904297 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -31727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31747.068359 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -31747.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31776.091797 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -31776.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31881.826172 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -31881.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31996.296875 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -31996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32044.263672 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -32044.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32072.574219 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -32072.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32111.380859 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -32111.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32121.548828 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -32121.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32140.875000 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -32140.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32152.750000 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -32152.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32216.429688 Penalty: 1964.626709
	Iteration 17Q: 3 clusters Score -32216.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32266.650391 Penalty: 1964.626709
	Iteration 18Q: 3 clusters Score -32266.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32312.533203 Penalty: 1964.626709
	Iteration 19Q: 3 clusters Score -32312.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32340.861328 Penalty: 1964.626709
	Iteration 20F: 3 clusters Score -32340.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32374.904297 Penalty: 1964.626709
	Iteration 21Q: 3 clusters Score -32374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32377.234375 Penalty: 1964.626709
	Iteration 22Q: 3 clusters Score -32377.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32377.234375 Penalty: 1964.626709
	Iteration 23F: 3 clusters Score -32377.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 111516 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 22955 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82249 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31815 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32810 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94771 members 
Mstep: Class 44 contains 235 members 
Mstep: Class 45 contains 84030 members 
Mstep: Class 46 contains 127674 members 
Entering Unmasked Estep 
Score: -141749184.000000 Penalty: 104358.609375
Splitting cluster 7 changes total score from -141750528.000000 to -141749184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (111516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Entering Unmasked Estep 
Score: -14000890.000000 Penalty: 1888.562500
	Iteration 0F: 2 clusters Score -1.400089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -13927870.000000 Penalty: 3777.125000
	Iteration 0F: 3 clusters Score -1.392787e+07 nChanged 53616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -13959877.000000 Penalty: 3777.125000
	Iteration 1F: 3 clusters Score -1.395988e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -13961955.000000 Penalty: 3777.125000
	Iteration 2Q: 3 clusters Score -1.396196e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -13965298.000000 Penalty: 3777.125000
	Iteration 3F: 3 clusters Score -1.39653e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -13970582.000000 Penalty: 3777.125000
	Iteration 4F: 3 clusters Score -1.397058e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -13978148.000000 Penalty: 3777.125000
	Iteration 5F: 3 clusters Score -1.397815e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -13986488.000000 Penalty: 3777.125000
	Iteration 6F: 3 clusters Score -1.398649e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -13993255.000000 Penalty: 3777.125000
	Iteration 7F: 3 clusters Score -1.399326e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -13997054.000000 Penalty: 3777.125000
	Iteration 8Q: 3 clusters Score -1.399705e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -13998807.000000 Penalty: 3777.125000
	Iteration 9Q: 3 clusters Score -1.399881e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -13999368.000000 Penalty: 3777.125000
	Iteration 10Q: 3 clusters Score -1.399937e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -13999556.000000 Penalty: 3777.125000
	Iteration 11Q: 3 clusters Score -1.399956e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -13999645.000000 Penalty: 3777.125000
	Iteration 12Q: 3 clusters Score -1.399964e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -13999673.000000 Penalty: 3777.125000
	Iteration 13Q: 3 clusters Score -1.399967e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -13999714.000000 Penalty: 3777.125000
	Iteration 14Q: 3 clusters Score -1.399971e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -13999743.000000 Penalty: 3777.125000
	Iteration 15Q: 3 clusters Score -1.399974e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -13999784.000000 Penalty: 3777.125000
	Iteration 16Q: 3 clusters Score -1.399978e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -13999800.000000 Penalty: 3777.125000
	Iteration 17Q: 3 clusters Score -1.39998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 110856 members 
Entering Unmasked Estep 
Score: -13999795.000000 Penalty: 3777.125000
	Iteration 18Q: 3 clusters Score -1.39998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -13999815.000000 Penalty: 3777.125000
	Iteration 19Q: 3 clusters Score -1.399982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -13999824.000000 Penalty: 3777.125000
	Iteration 20F: 3 clusters Score -1.399982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -13999835.000000 Penalty: 3777.125000
	Iteration 21Q: 3 clusters Score -1.399984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -13999825.000000 Penalty: 3777.125000
	Iteration 22Q: 3 clusters Score -1.399982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -13999827.000000 Penalty: 3777.125000
	Iteration 23Q: 3 clusters Score -1.399983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 110882 members 
Entering Unmasked Estep 
Score: -13999841.000000 Penalty: 3777.125000
	Iteration 24Q: 3 clusters Score -1.399984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -13999845.000000 Penalty: 3777.125000
	Iteration 25Q: 3 clusters Score -1.399984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -13999847.000000 Penalty: 3777.125000
	Iteration 26Q: 3 clusters Score -1.399985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -13999841.000000 Penalty: 3777.125000
	Iteration 27Q: 3 clusters Score -1.399984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -13999842.000000 Penalty: 3777.125000
	Iteration 28Q: 3 clusters Score -1.399984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -13999844.000000 Penalty: 3777.125000
	Iteration 29Q: 3 clusters Score -1.399984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 110882 members 
Entering Unmasked Estep 
Score: -13999848.000000 Penalty: 3777.125000
	Iteration 30Q: 3 clusters Score -1.399985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 110884 members 
Entering Unmasked Estep 
Score: -13999860.000000 Penalty: 3777.125000
	Iteration 31Q: 3 clusters Score -1.399986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -13999851.000000 Penalty: 3777.125000
	Iteration 32Q: 3 clusters Score -1.399985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -13999851.000000 Penalty: 3777.125000
	Iteration 33F: 3 clusters Score -1.399985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -666305.937500 Penalty: 1402.256592
	Iteration 0F: 2 clusters Score -666305.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -661963.375000 Penalty: 2804.513184
	Iteration 0F: 3 clusters Score -661963.4 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -663230.375000 Penalty: 2804.513184
	Iteration 1F: 3 clusters Score -663230.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -663398.750000 Penalty: 2804.513184
	Iteration 2F: 3 clusters Score -663398.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -663539.687500 Penalty: 2804.513184
	Iteration 3Q: 3 clusters Score -663539.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -663665.750000 Penalty: 2804.513184
	Iteration 4Q: 3 clusters Score -663665.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -663824.312500 Penalty: 2804.513184
	Iteration 5Q: 3 clusters Score -663824.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -663995.750000 Penalty: 2804.513184
	Iteration 6Q: 3 clusters Score -663995.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -664156.125000 Penalty: 2804.513184
	Iteration 7Q: 3 clusters Score -664156.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -664358.562500 Penalty: 2804.513184
	Iteration 8Q: 3 clusters Score -664358.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -664630.375000 Penalty: 2804.513184
	Iteration 9Q: 3 clusters Score -664630.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -664899.937500 Penalty: 2804.513184
	Iteration 10Q: 3 clusters Score -664899.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -665090.812500 Penalty: 2804.513184
	Iteration 11Q: 3 clusters Score -665090.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -665230.875000 Penalty: 2804.513184
	Iteration 12Q: 3 clusters Score -665230.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -665320.000000 Penalty: 2804.513184
	Iteration 13Q: 3 clusters Score -665320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -665358.375000 Penalty: 2804.513184
	Iteration 14Q: 3 clusters Score -665358.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -665376.312500 Penalty: 2804.513184
	Iteration 15Q: 3 clusters Score -665376.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -665386.937500 Penalty: 2804.513184
	Iteration 16Q: 3 clusters Score -665386.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -665392.125000 Penalty: 2804.513184
	Iteration 17Q: 3 clusters Score -665392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -665396.500000 Penalty: 2804.513184
	Iteration 18Q: 3 clusters Score -665396.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -665400.437500 Penalty: 2804.513184
	Iteration 19Q: 3 clusters Score -665400.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -665403.000000 Penalty: 2804.513184
	Iteration 20F: 3 clusters Score -665403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -665407.000000 Penalty: 2804.513184
	Iteration 21Q: 3 clusters Score -665407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -665412.750000 Penalty: 2804.513184
	Iteration 22Q: 3 clusters Score -665412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -665413.062500 Penalty: 2804.513184
	Iteration 23Q: 3 clusters Score -665413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -665415.000000 Penalty: 2804.513184
	Iteration 24Q: 3 clusters Score -665415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -665413.562500 Penalty: 2804.513184
	Iteration 25Q: 3 clusters Score -665413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -665415.000000 Penalty: 2804.513184
	Iteration 26Q: 3 clusters Score -665415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -665416.187500 Penalty: 2804.513184
	Iteration 27Q: 3 clusters Score -665416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -665416.187500 Penalty: 2804.513184
	Iteration 28F: 3 clusters Score -665416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1767702.875000 Penalty: 1556.430542
	Iteration 0F: 2 clusters Score -1767703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1757589.625000 Penalty: 3112.861084
	Iteration 0F: 3 clusters Score -1757590 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1761406.125000 Penalty: 3112.861084
	Iteration 1F: 3 clusters Score -1761406 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1761911.000000 Penalty: 3112.861084
	Iteration 2F: 3 clusters Score -1761911 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1762407.375000 Penalty: 3112.861084
	Iteration 3F: 3 clusters Score -1762407 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1762889.750000 Penalty: 3112.861084
	Iteration 4F: 3 clusters Score -1762890 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1763377.250000 Penalty: 3112.861084
	Iteration 5F: 3 clusters Score -1763377 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1763878.250000 Penalty: 3112.861084
	Iteration 6F: 3 clusters Score -1763878 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1764317.000000 Penalty: 3112.861084
	Iteration 7F: 3 clusters Score -1764317 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1764538.875000 Penalty: 3112.861084
	Iteration 8Q: 3 clusters Score -1764539 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1764644.875000 Penalty: 3112.861084
	Iteration 9Q: 3 clusters Score -1764645 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1764713.375000 Penalty: 3112.861084
	Iteration 10Q: 3 clusters Score -1764713 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1764774.125000 Penalty: 3112.861084
	Iteration 11Q: 3 clusters Score -1764774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1764839.125000 Penalty: 3112.861084
	Iteration 12Q: 3 clusters Score -1764839 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1764892.125000 Penalty: 3112.861084
	Iteration 13Q: 3 clusters Score -1764892 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1764961.375000 Penalty: 3112.861084
	Iteration 14Q: 3 clusters Score -1764961 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1765035.250000 Penalty: 3112.861084
	Iteration 15Q: 3 clusters Score -1765035 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1765104.000000 Penalty: 3112.861084
	Iteration 16Q: 3 clusters Score -1765104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1765177.375000 Penalty: 3112.861084
	Iteration 17Q: 3 clusters Score -1765177 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1765239.250000 Penalty: 3112.861084
	Iteration 18Q: 3 clusters Score -1765239 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1765320.500000 Penalty: 3112.861084
	Iteration 19Q: 3 clusters Score -1765320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1765383.750000 Penalty: 3112.861084
	Iteration 20F: 3 clusters Score -1765384 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1765453.875000 Penalty: 3112.861084
	Iteration 21Q: 3 clusters Score -1765454 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1765541.000000 Penalty: 3112.861084
	Iteration 22Q: 3 clusters Score -1765541 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1765639.375000 Penalty: 3112.861084
	Iteration 23Q: 3 clusters Score -1765639 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1765741.375000 Penalty: 3112.861084
	Iteration 24Q: 3 clusters Score -1765741 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1765836.875000 Penalty: 3112.861084
	Iteration 25Q: 3 clusters Score -1765837 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1765920.250000 Penalty: 3112.861084
	Iteration 26Q: 3 clusters Score -1765920 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1766001.875000 Penalty: 3112.861084
	Iteration 27Q: 3 clusters Score -1766002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1766047.625000 Penalty: 3112.861084
	Iteration 28Q: 3 clusters Score -1766048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1766104.000000 Penalty: 3112.861084
	Iteration 29Q: 3 clusters Score -1766104 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1766145.500000 Penalty: 3112.861084
	Iteration 30Q: 3 clusters Score -1766146 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1766196.250000 Penalty: 3112.861084
	Iteration 31Q: 3 clusters Score -1766196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1766231.500000 Penalty: 3112.861084
	Iteration 32Q: 3 clusters Score -1766232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1766252.125000 Penalty: 3112.861084
	Iteration 33Q: 3 clusters Score -1766252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1766277.125000 Penalty: 3112.861084
	Iteration 34Q: 3 clusters Score -1766277 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1766314.250000 Penalty: 3112.861084
	Iteration 35Q: 3 clusters Score -1766314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1766346.125000 Penalty: 3112.861084
	Iteration 36Q: 3 clusters Score -1766346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1766380.750000 Penalty: 3112.861084
	Iteration 37Q: 3 clusters Score -1766381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1766402.750000 Penalty: 3112.861084
	Iteration 38Q: 3 clusters Score -1766403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1766424.375000 Penalty: 3112.861084
	Iteration 39Q: 3 clusters Score -1766424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1766444.500000 Penalty: 3112.861084
	Iteration 40F: 3 clusters Score -1766444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1766469.125000 Penalty: 3112.861084
	Iteration 41Q: 3 clusters Score -1766469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1766487.000000 Penalty: 3112.861084
	Iteration 42Q: 3 clusters Score -1766487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1766502.000000 Penalty: 3112.861084
	Iteration 43Q: 3 clusters Score -1766502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1766509.625000 Penalty: 3112.861084
	Iteration 44Q: 3 clusters Score -1766510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1766519.750000 Penalty: 3112.861084
	Iteration 45Q: 3 clusters Score -1766520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1766527.250000 Penalty: 3112.861084
	Iteration 46Q: 3 clusters Score -1766527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1766532.000000 Penalty: 3112.861084
	Iteration 47Q: 3 clusters Score -1766532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1766532.625000 Penalty: 3112.861084
	Iteration 48Q: 3 clusters Score -1766533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1766532.125000 Penalty: 3112.861084
	Iteration 49Q: 3 clusters Score -1766532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1766536.750000 Penalty: 3112.861084
	Iteration 50Q: 3 clusters Score -1766537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1766536.125000 Penalty: 3112.861084
	Iteration 51Q: 3 clusters Score -1766536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1766540.875000 Penalty: 3112.861084
	Iteration 52Q: 3 clusters Score -1766541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1766539.625000 Penalty: 3112.861084
	Iteration 53Q: 3 clusters Score -1766540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1766546.000000 Penalty: 3112.861084
	Iteration 54Q: 3 clusters Score -1766546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1766546.250000 Penalty: 3112.861084
	Iteration 55Q: 3 clusters Score -1766546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1766547.250000 Penalty: 3112.861084
	Iteration 56Q: 3 clusters Score -1766547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1766548.125000 Penalty: 3112.861084
	Iteration 57Q: 3 clusters Score -1766548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1766552.000000 Penalty: 3112.861084
	Iteration 58Q: 3 clusters Score -1766552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1766551.000000 Penalty: 3112.861084
	Iteration 59Q: 3 clusters Score -1766551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1766551.750000 Penalty: 3112.861084
	Iteration 60F: 3 clusters Score -1766552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1766555.375000 Penalty: 3112.861084
	Iteration 61Q: 3 clusters Score -1766555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1766559.500000 Penalty: 3112.861084
	Iteration 62Q: 3 clusters Score -1766560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1766561.750000 Penalty: 3112.861084
	Iteration 63Q: 3 clusters Score -1766562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1766562.750000 Penalty: 3112.861084
	Iteration 64Q: 3 clusters Score -1766563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1766566.250000 Penalty: 3112.861084
	Iteration 65Q: 3 clusters Score -1766566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1766561.875000 Penalty: 3112.861084
	Iteration 66Q: 3 clusters Score -1766562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1766563.000000 Penalty: 3112.861084
	Iteration 67Q: 3 clusters Score -1766563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1766566.875000 Penalty: 3112.861084
	Iteration 68Q: 3 clusters Score -1766567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1766569.750000 Penalty: 3112.861084
	Iteration 69Q: 3 clusters Score -1766570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1766569.000000 Penalty: 3112.861084
	Iteration 70Q: 3 clusters Score -1766569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1766568.875000 Penalty: 3112.861084
	Iteration 71Q: 3 clusters Score -1766569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1766570.375000 Penalty: 3112.861084
	Iteration 72Q: 3 clusters Score -1766570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1766570.625000 Penalty: 3112.861084
	Iteration 73Q: 3 clusters Score -1766571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1766570.625000 Penalty: 3112.861084
	Iteration 74F: 3 clusters Score -1766571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107362 members 
Entering Unmasked Estep 
Score: -13514972.000000 Penalty: 1882.393799
	Iteration 0F: 2 clusters Score -1.351497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -13444781.000000 Penalty: 3764.787598
	Iteration 0F: 3 clusters Score -1.344478e+07 nChanged 51255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -13476265.000000 Penalty: 3764.787598
	Iteration 1F: 3 clusters Score -1.347626e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -13478855.000000 Penalty: 3764.787598
	Iteration 2F: 3 clusters Score -1.347886e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -13483491.000000 Penalty: 3764.787598
	Iteration 3F: 3 clusters Score -1.348349e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -13489581.000000 Penalty: 3764.787598
	Iteration 4F: 3 clusters Score -1.348958e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -13495862.000000 Penalty: 3764.787598
	Iteration 5F: 3 clusters Score -1.349586e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -13500708.000000 Penalty: 3764.787598
	Iteration 6F: 3 clusters Score -1.350071e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 90528 members 
Entering Unmasked Estep 
Score: -13504182.000000 Penalty: 3764.787598
	Iteration 7Q: 3 clusters Score -1.350418e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -13506822.000000 Penalty: 3764.787598
	Iteration 8Q: 3 clusters Score -1.350682e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 96001 members 
Entering Unmasked Estep 
Score: -13508729.000000 Penalty: 3764.787598
	Iteration 9Q: 3 clusters Score -1.350873e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -13509892.000000 Penalty: 3764.787598
	Iteration 10Q: 3 clusters Score -1.350989e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -13510727.000000 Penalty: 3764.787598
	Iteration 11Q: 3 clusters Score -1.351073e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -13511247.000000 Penalty: 3764.787598
	Iteration 12Q: 3 clusters Score -1.351125e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -13511693.000000 Penalty: 3764.787598
	Iteration 13Q: 3 clusters Score -1.351169e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -13512111.000000 Penalty: 3764.787598
	Iteration 14Q: 3 clusters Score -1.351211e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -13512356.000000 Penalty: 3764.787598
	Iteration 15Q: 3 clusters Score -1.351236e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -13512583.000000 Penalty: 3764.787598
	Iteration 16Q: 3 clusters Score -1.351258e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -13512757.000000 Penalty: 3764.787598
	Iteration 17Q: 3 clusters Score -1.351276e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -13512950.000000 Penalty: 3764.787598
	Iteration 18Q: 3 clusters Score -1.351295e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -13513070.000000 Penalty: 3764.787598
	Iteration 19Q: 3 clusters Score -1.351307e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -13513169.000000 Penalty: 3764.787598
	Iteration 20F: 3 clusters Score -1.351317e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -13513228.000000 Penalty: 3764.787598
	Iteration 21Q: 3 clusters Score -1.351323e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -13513321.000000 Penalty: 3764.787598
	Iteration 22Q: 3 clusters Score -1.351332e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -13513433.000000 Penalty: 3764.787598
	Iteration 23Q: 3 clusters Score -1.351343e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -13513483.000000 Penalty: 3764.787598
	Iteration 24Q: 3 clusters Score -1.351348e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -13513554.000000 Penalty: 3764.787598
	Iteration 25Q: 3 clusters Score -1.351355e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -13513568.000000 Penalty: 3764.787598
	Iteration 26Q: 3 clusters Score -1.351357e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -13513604.000000 Penalty: 3764.787598
	Iteration 27Q: 3 clusters Score -1.35136e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -13513627.000000 Penalty: 3764.787598
	Iteration 28Q: 3 clusters Score -1.351363e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -13513614.000000 Penalty: 3764.787598
	Iteration 29Q: 3 clusters Score -1.351361e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -13513613.000000 Penalty: 3764.787598
	Iteration 30Q: 3 clusters Score -1.351361e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -13513647.000000 Penalty: 3764.787598
	Iteration 31Q: 3 clusters Score -1.351365e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -13513649.000000 Penalty: 3764.787598
	Iteration 32Q: 3 clusters Score -1.351365e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -13513633.000000 Penalty: 3764.787598
	Iteration 33Q: 3 clusters Score -1.351363e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -13513664.000000 Penalty: 3764.787598
	Iteration 34Q: 3 clusters Score -1.351366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -13513676.000000 Penalty: 3764.787598
	Iteration 35Q: 3 clusters Score -1.351368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -13513645.000000 Penalty: 3764.787598
	Iteration 36Q: 3 clusters Score -1.351364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -13513640.000000 Penalty: 3764.787598
	Iteration 37Q: 3 clusters Score -1.351364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -13513646.000000 Penalty: 3764.787598
	Iteration 38Q: 3 clusters Score -1.351365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -13513643.000000 Penalty: 3764.787598
	Iteration 39Q: 3 clusters Score -1.351364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -13513665.000000 Penalty: 3764.787598
	Iteration 40F: 3 clusters Score -1.351366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13513673.000000 Penalty: 3764.787598
	Iteration 41Q: 3 clusters Score -1.351367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -13513684.000000 Penalty: 3764.787598
	Iteration 42Q: 3 clusters Score -1.351368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -13513687.000000 Penalty: 3764.787598
	Iteration 43Q: 3 clusters Score -1.351369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -13513689.000000 Penalty: 3764.787598
	Iteration 44Q: 3 clusters Score -1.351369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -13513693.000000 Penalty: 3764.787598
	Iteration 45Q: 3 clusters Score -1.351369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -13513700.000000 Penalty: 3764.787598
	Iteration 46Q: 3 clusters Score -1.35137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 106087 members 
Entering Unmasked Estep 
Score: -13513699.000000 Penalty: 3764.787598
	Iteration 47Q: 3 clusters Score -1.35137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -13513711.000000 Penalty: 3764.787598
	Iteration 48Q: 3 clusters Score -1.351371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -13513716.000000 Penalty: 3764.787598
	Iteration 49Q: 3 clusters Score -1.351372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -13513707.000000 Penalty: 3764.787598
	Iteration 50Q: 3 clusters Score -1.351371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -13513705.000000 Penalty: 3764.787598
	Iteration 51Q: 3 clusters Score -1.35137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -13513717.000000 Penalty: 3764.787598
	Iteration 52Q: 3 clusters Score -1.351372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -13513709.000000 Penalty: 3764.787598
	Iteration 53Q: 3 clusters Score -1.351371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -13513706.000000 Penalty: 3764.787598
	Iteration 54Q: 3 clusters Score -1.351371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -13513714.000000 Penalty: 3764.787598
	Iteration 55Q: 3 clusters Score -1.351371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -13513712.000000 Penalty: 3764.787598
	Iteration 56Q: 3 clusters Score -1.351371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -13513712.000000 Penalty: 3764.787598
	Iteration 57Q: 3 clusters Score -1.351371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -13513712.000000 Penalty: 3764.787598
	Iteration 58F: 3 clusters Score -1.351371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Entering Unmasked Estep 
Score: -599969.500000 Penalty: 1381.818726
	Iteration 0F: 2 clusters Score -599969.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -596016.312500 Penalty: 2763.637451
	Iteration 0F: 3 clusters Score -596016.3 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -597152.750000 Penalty: 2763.637451
	Iteration 1F: 3 clusters Score -597152.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -597386.187500 Penalty: 2763.637451
	Iteration 2F: 3 clusters Score -597386.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -597565.187500 Penalty: 2763.637451
	Iteration 3F: 3 clusters Score -597565.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -597732.312500 Penalty: 2763.637451
	Iteration 4F: 3 clusters Score -597732.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -597874.500000 Penalty: 2763.637451
	Iteration 5Q: 3 clusters Score -597874.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -598001.625000 Penalty: 2763.637451
	Iteration 6Q: 3 clusters Score -598001.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -598147.500000 Penalty: 2763.637451
	Iteration 7Q: 3 clusters Score -598147.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -598292.562500 Penalty: 2763.637451
	Iteration 8Q: 3 clusters Score -598292.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -598425.125000 Penalty: 2763.637451
	Iteration 9Q: 3 clusters Score -598425.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -598569.937500 Penalty: 2763.637451
	Iteration 10Q: 3 clusters Score -598569.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -598717.500000 Penalty: 2763.637451
	Iteration 11Q: 3 clusters Score -598717.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -598870.750000 Penalty: 2763.637451
	Iteration 12Q: 3 clusters Score -598870.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -598974.375000 Penalty: 2763.637451
	Iteration 13Q: 3 clusters Score -598974.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -599046.500000 Penalty: 2763.637451
	Iteration 14Q: 3 clusters Score -599046.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -599108.437500 Penalty: 2763.637451
	Iteration 15Q: 3 clusters Score -599108.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -599169.750000 Penalty: 2763.637451
	Iteration 16Q: 3 clusters Score -599169.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -599214.312500 Penalty: 2763.637451
	Iteration 17Q: 3 clusters Score -599214.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -599249.312500 Penalty: 2763.637451
	Iteration 18Q: 3 clusters Score -599249.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -599284.625000 Penalty: 2763.637451
	Iteration 19Q: 3 clusters Score -599284.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -599311.312500 Penalty: 2763.637451
	Iteration 20F: 3 clusters Score -599311.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -599328.812500 Penalty: 2763.637451
	Iteration 21Q: 3 clusters Score -599328.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -599340.812500 Penalty: 2763.637451
	Iteration 22Q: 3 clusters Score -599340.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -599347.062500 Penalty: 2763.637451
	Iteration 23Q: 3 clusters Score -599347.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -599353.687500 Penalty: 2763.637451
	Iteration 24Q: 3 clusters Score -599353.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -599358.437500 Penalty: 2763.637451
	Iteration 25Q: 3 clusters Score -599358.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -599362.750000 Penalty: 2763.637451
	Iteration 26Q: 3 clusters Score -599362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -599368.062500 Penalty: 2763.637451
	Iteration 27Q: 3 clusters Score -599368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -599369.125000 Penalty: 2763.637451
	Iteration 28Q: 3 clusters Score -599369.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -599370.875000 Penalty: 2763.637451
	Iteration 29Q: 3 clusters Score -599370.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -599373.500000 Penalty: 2763.637451
	Iteration 30Q: 3 clusters Score -599373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -599375.375000 Penalty: 2763.637451
	Iteration 31Q: 3 clusters Score -599375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -599375.375000 Penalty: 2763.637451
	Iteration 32F: 3 clusters Score -599375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -624367.750000 Penalty: 1387.421021
	Iteration 0F: 2 clusters Score -624367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -620296.250000 Penalty: 2774.842041
	Iteration 0F: 3 clusters Score -620296.2 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -621517.125000 Penalty: 2774.842041
	Iteration 1F: 3 clusters Score -621517.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -621794.750000 Penalty: 2774.842041
	Iteration 2F: 3 clusters Score -621794.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -621992.687500 Penalty: 2774.842041
	Iteration 3F: 3 clusters Score -621992.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -622131.312500 Penalty: 2774.842041
	Iteration 4Q: 3 clusters Score -622131.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -622244.312500 Penalty: 2774.842041
	Iteration 5Q: 3 clusters Score -622244.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -622358.562500 Penalty: 2774.842041
	Iteration 6Q: 3 clusters Score -622358.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -622482.812500 Penalty: 2774.842041
	Iteration 7Q: 3 clusters Score -622482.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -622587.812500 Penalty: 2774.842041
	Iteration 8Q: 3 clusters Score -622587.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -622713.812500 Penalty: 2774.842041
	Iteration 9Q: 3 clusters Score -622713.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -622820.187500 Penalty: 2774.842041
	Iteration 10Q: 3 clusters Score -622820.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -622930.562500 Penalty: 2774.842041
	Iteration 11Q: 3 clusters Score -622930.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -623033.187500 Penalty: 2774.842041
	Iteration 12Q: 3 clusters Score -623033.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -623118.687500 Penalty: 2774.842041
	Iteration 13Q: 3 clusters Score -623118.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -623181.250000 Penalty: 2774.842041
	Iteration 14Q: 3 clusters Score -623181.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -623232.937500 Penalty: 2774.842041
	Iteration 15Q: 3 clusters Score -623232.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -623255.312500 Penalty: 2774.842041
	Iteration 16Q: 3 clusters Score -623255.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -623273.687500 Penalty: 2774.842041
	Iteration 17Q: 3 clusters Score -623273.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -623289.812500 Penalty: 2774.842041
	Iteration 18Q: 3 clusters Score -623289.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -623305.500000 Penalty: 2774.842041
	Iteration 19Q: 3 clusters Score -623305.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -623320.500000 Penalty: 2774.842041
	Iteration 20F: 3 clusters Score -623320.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -623334.187500 Penalty: 2774.842041
	Iteration 21Q: 3 clusters Score -623334.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -623347.625000 Penalty: 2774.842041
	Iteration 22Q: 3 clusters Score -623347.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -623357.000000 Penalty: 2774.842041
	Iteration 23Q: 3 clusters Score -623357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -623364.750000 Penalty: 2774.842041
	Iteration 24Q: 3 clusters Score -623364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -623366.562500 Penalty: 2774.842041
	Iteration 25Q: 3 clusters Score -623366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -623369.312500 Penalty: 2774.842041
	Iteration 26Q: 3 clusters Score -623369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -623371.750000 Penalty: 2774.842041
	Iteration 27Q: 3 clusters Score -623371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -623373.000000 Penalty: 2774.842041
	Iteration 28Q: 3 clusters Score -623373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -623375.625000 Penalty: 2774.842041
	Iteration 29Q: 3 clusters Score -623375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -623375.937500 Penalty: 2774.842041
	Iteration 30Q: 3 clusters Score -623375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -623377.687500 Penalty: 2774.842041
	Iteration 31Q: 3 clusters Score -623377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -623379.125000 Penalty: 2774.842041
	Iteration 32Q: 3 clusters Score -623379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -623378.187500 Penalty: 2774.842041
	Iteration 33Q: 3 clusters Score -623378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -623379.875000 Penalty: 2774.842041
	Iteration 34Q: 3 clusters Score -623379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -623380.500000 Penalty: 2774.842041
	Iteration 35Q: 3 clusters Score -623380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -623379.562500 Penalty: 2774.842041
	Iteration 36Q: 3 clusters Score -623379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -623381.750000 Penalty: 2774.842041
	Iteration 37Q: 3 clusters Score -623381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -623381.937500 Penalty: 2774.842041
	Iteration 38Q: 3 clusters Score -623381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -623380.812500 Penalty: 2774.842041
	Iteration 39Q: 3 clusters Score -623380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -623380.812500 Penalty: 2774.842041
	Iteration 40F: 3 clusters Score -623380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Entering Unmasked Estep 
Score: -2914423.000000 Penalty: 1631.709839
	Iteration 0F: 2 clusters Score -2914423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2898917.750000 Penalty: 3263.419678
	Iteration 0F: 3 clusters Score -2898918 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2904757.000000 Penalty: 3263.419678
	Iteration 1F: 3 clusters Score -2904757 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2905224.250000 Penalty: 3263.419678
	Iteration 2F: 3 clusters Score -2905224 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2905706.750000 Penalty: 3263.419678
	Iteration 3F: 3 clusters Score -2905707 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2906251.250000 Penalty: 3263.419678
	Iteration 4F: 3 clusters Score -2906251 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2906935.750000 Penalty: 3263.419678
	Iteration 5F: 3 clusters Score -2906936 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2907872.750000 Penalty: 3263.419678
	Iteration 6F: 3 clusters Score -2907873 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2909018.750000 Penalty: 3263.419678
	Iteration 7F: 3 clusters Score -2909019 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2910268.250000 Penalty: 3263.419678
	Iteration 8F: 3 clusters Score -2910268 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2911286.000000 Penalty: 3263.419678
	Iteration 9Q: 3 clusters Score -2911286 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2912026.250000 Penalty: 3263.419678
	Iteration 10Q: 3 clusters Score -2912026 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2912414.750000 Penalty: 3263.419678
	Iteration 11Q: 3 clusters Score -2912415 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2912625.500000 Penalty: 3263.419678
	Iteration 12Q: 3 clusters Score -2912626 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2912762.500000 Penalty: 3263.419678
	Iteration 13Q: 3 clusters Score -2912762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2912860.250000 Penalty: 3263.419678
	Iteration 14Q: 3 clusters Score -2912860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2912925.500000 Penalty: 3263.419678
	Iteration 15Q: 3 clusters Score -2912926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2912959.250000 Penalty: 3263.419678
	Iteration 16Q: 3 clusters Score -2912959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2912983.500000 Penalty: 3263.419678
	Iteration 17Q: 3 clusters Score -2912984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2913000.500000 Penalty: 3263.419678
	Iteration 18Q: 3 clusters Score -2913000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2913002.750000 Penalty: 3263.419678
	Iteration 19Q: 3 clusters Score -2913003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2913010.000000 Penalty: 3263.419678
	Iteration 20F: 3 clusters Score -2913010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2913013.250000 Penalty: 3263.419678
	Iteration 21Q: 3 clusters Score -2913013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2913016.250000 Penalty: 3263.419678
	Iteration 22Q: 3 clusters Score -2913016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2913021.250000 Penalty: 3263.419678
	Iteration 23Q: 3 clusters Score -2913021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2913028.250000 Penalty: 3263.419678
	Iteration 24Q: 3 clusters Score -2913028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2913038.500000 Penalty: 3263.419678
	Iteration 25Q: 3 clusters Score -2913038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2913054.750000 Penalty: 3263.419678
	Iteration 26Q: 3 clusters Score -2913055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2913071.000000 Penalty: 3263.419678
	Iteration 27Q: 3 clusters Score -2913071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2913077.250000 Penalty: 3263.419678
	Iteration 28Q: 3 clusters Score -2913077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2913082.500000 Penalty: 3263.419678
	Iteration 29Q: 3 clusters Score -2913082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2913092.500000 Penalty: 3263.419678
	Iteration 30Q: 3 clusters Score -2913092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2913106.250000 Penalty: 3263.419678
	Iteration 31Q: 3 clusters Score -2913106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2913114.250000 Penalty: 3263.419678
	Iteration 32Q: 3 clusters Score -2913114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2913115.250000 Penalty: 3263.419678
	Iteration 33Q: 3 clusters Score -2913115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2913121.500000 Penalty: 3263.419678
	Iteration 34Q: 3 clusters Score -2913122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2913129.750000 Penalty: 3263.419678
	Iteration 35Q: 3 clusters Score -2913130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2913130.000000 Penalty: 3263.419678
	Iteration 36Q: 3 clusters Score -2913130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2913136.000000 Penalty: 3263.419678
	Iteration 37Q: 3 clusters Score -2913136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2913136.750000 Penalty: 3263.419678
	Iteration 38Q: 3 clusters Score -2913137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2913137.500000 Penalty: 3263.419678
	Iteration 39Q: 3 clusters Score -2913138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2913137.250000 Penalty: 3263.419678
	Iteration 40F: 3 clusters Score -2913137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2913141.250000 Penalty: 3263.419678
	Iteration 41Q: 3 clusters Score -2913141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2913141.250000 Penalty: 3263.419678
	Iteration 42F: 3 clusters Score -2913141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (125178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Entering Unmasked Estep 
Score: -15848554.000000 Penalty: 1907.342407
	Iteration 0F: 2 clusters Score -1.584855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -15770776.000000 Penalty: 3814.684814
	Iteration 0F: 3 clusters Score -1.577078e+07 nChanged 60274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -15806703.000000 Penalty: 3814.684814
	Iteration 1F: 3 clusters Score -1.58067e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -15808621.000000 Penalty: 3814.684814
	Iteration 2Q: 3 clusters Score -1.580862e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -15812154.000000 Penalty: 3814.684814
	Iteration 3F: 3 clusters Score -1.581215e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -15818201.000000 Penalty: 3814.684814
	Iteration 4F: 3 clusters Score -1.58182e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -15826445.000000 Penalty: 3814.684814
	Iteration 5F: 3 clusters Score -1.582644e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105994 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -15835593.000000 Penalty: 3814.684814
	Iteration 6F: 3 clusters Score -1.583559e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113236 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -15841497.000000 Penalty: 3814.684814
	Iteration 7F: 3 clusters Score -1.58415e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -15844383.000000 Penalty: 3814.684814
	Iteration 8Q: 3 clusters Score -1.584438e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120746 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -15845852.000000 Penalty: 3814.684814
	Iteration 9Q: 3 clusters Score -1.584585e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122394 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -15846619.000000 Penalty: 3814.684814
	Iteration 10Q: 3 clusters Score -1.584662e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -15846910.000000 Penalty: 3814.684814
	Iteration 11Q: 3 clusters Score -1.584691e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123758 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15847069.000000 Penalty: 3814.684814
	Iteration 12Q: 3 clusters Score -1.584707e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124023 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15847142.000000 Penalty: 3814.684814
	Iteration 13Q: 3 clusters Score -1.584714e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124182 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15847190.000000 Penalty: 3814.684814
	Iteration 14Q: 3 clusters Score -1.584719e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124268 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15847175.000000 Penalty: 3814.684814
	Iteration 15Q: 3 clusters Score -1.584718e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124327 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15847183.000000 Penalty: 3814.684814
	Iteration 16Q: 3 clusters Score -1.584718e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124377 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15847203.000000 Penalty: 3814.684814
	Iteration 17Q: 3 clusters Score -1.58472e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124414 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15847217.000000 Penalty: 3814.684814
	Iteration 18Q: 3 clusters Score -1.584722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -15847239.000000 Penalty: 3814.684814
	Iteration 19Q: 3 clusters Score -1.584724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15847223.000000 Penalty: 3814.684814
	Iteration 20F: 3 clusters Score -1.584722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124473 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15847246.000000 Penalty: 3814.684814
	Iteration 21Q: 3 clusters Score -1.584725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124481 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -15847245.000000 Penalty: 3814.684814
	Iteration 22Q: 3 clusters Score -1.584724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124491 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15847233.000000 Penalty: 3814.684814
	Iteration 23Q: 3 clusters Score -1.584723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15847236.000000 Penalty: 3814.684814
	Iteration 24Q: 3 clusters Score -1.584724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124508 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15847215.000000 Penalty: 3814.684814
	Iteration 25Q: 3 clusters Score -1.584722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124521 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15847217.000000 Penalty: 3814.684814
	Iteration 26Q: 3 clusters Score -1.584722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15847220.000000 Penalty: 3814.684814
	Iteration 27Q: 3 clusters Score -1.584722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15847208.000000 Penalty: 3814.684814
	Iteration 28Q: 3 clusters Score -1.584721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15847216.000000 Penalty: 3814.684814
	Iteration 29Q: 3 clusters Score -1.584722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124549 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15847214.000000 Penalty: 3814.684814
	Iteration 30Q: 3 clusters Score -1.584721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15847205.000000 Penalty: 3814.684814
	Iteration 31Q: 3 clusters Score -1.58472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124562 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -15847199.000000 Penalty: 3814.684814
	Iteration 32Q: 3 clusters Score -1.58472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15847197.000000 Penalty: 3814.684814
	Iteration 33Q: 3 clusters Score -1.58472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -15847196.000000 Penalty: 3814.684814
	Iteration 34Q: 3 clusters Score -1.58472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15847206.000000 Penalty: 3814.684814
	Iteration 35Q: 3 clusters Score -1.584721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15847195.000000 Penalty: 3814.684814
	Iteration 36Q: 3 clusters Score -1.58472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15847193.000000 Penalty: 3814.684814
	Iteration 37Q: 3 clusters Score -1.584719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124582 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15847199.000000 Penalty: 3814.684814
	Iteration 38Q: 3 clusters Score -1.58472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124585 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15847201.000000 Penalty: 3814.684814
	Iteration 39Q: 3 clusters Score -1.58472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124588 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15847203.000000 Penalty: 3814.684814
	Iteration 40F: 3 clusters Score -1.58472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124590 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15847207.000000 Penalty: 3814.684814
	Iteration 41Q: 3 clusters Score -1.584721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124591 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15847213.000000 Penalty: 3814.684814
	Iteration 42Q: 3 clusters Score -1.584721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15847199.000000 Penalty: 3814.684814
	Iteration 43Q: 3 clusters Score -1.58472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15847199.000000 Penalty: 3814.684814
	Iteration 44F: 3 clusters Score -1.58472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Entering Unmasked Estep 
Score: -2024002.000000 Penalty: 1574.290161
	Iteration 0F: 2 clusters Score -2024002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2012849.125000 Penalty: 3148.580322
	Iteration 0F: 3 clusters Score -2012849 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2016800.500000 Penalty: 3148.580322
	Iteration 1F: 3 clusters Score -2016800 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2016994.500000 Penalty: 3148.580322
	Iteration 2Q: 3 clusters Score -2016994 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2017157.000000 Penalty: 3148.580322
	Iteration 3Q: 3 clusters Score -2017157 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2017279.750000 Penalty: 3148.580322
	Iteration 4Q: 3 clusters Score -2017280 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2017414.500000 Penalty: 3148.580322
	Iteration 5Q: 3 clusters Score -2017414 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2017581.375000 Penalty: 3148.580322
	Iteration 6Q: 3 clusters Score -2017581 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2017750.375000 Penalty: 3148.580322
	Iteration 7Q: 3 clusters Score -2017750 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2017960.625000 Penalty: 3148.580322
	Iteration 8Q: 3 clusters Score -2017961 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2018274.750000 Penalty: 3148.580322
	Iteration 9Q: 3 clusters Score -2018275 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2018729.375000 Penalty: 3148.580322
	Iteration 10Q: 3 clusters Score -2018729 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2019370.750000 Penalty: 3148.580322
	Iteration 11F: 3 clusters Score -2019371 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2020161.250000 Penalty: 3148.580322
	Iteration 12F: 3 clusters Score -2020161 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2020968.750000 Penalty: 3148.580322
	Iteration 13F: 3 clusters Score -2020969 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2021625.000000 Penalty: 3148.580322
	Iteration 14Q: 3 clusters Score -2021625 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2022070.000000 Penalty: 3148.580322
	Iteration 15Q: 3 clusters Score -2022070 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2022290.375000 Penalty: 3148.580322
	Iteration 16Q: 3 clusters Score -2022290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2022440.500000 Penalty: 3148.580322
	Iteration 17Q: 3 clusters Score -2022440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2022524.250000 Penalty: 3148.580322
	Iteration 18Q: 3 clusters Score -2022524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2022565.375000 Penalty: 3148.580322
	Iteration 19Q: 3 clusters Score -2022565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2022586.750000 Penalty: 3148.580322
	Iteration 20F: 3 clusters Score -2022587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2022602.875000 Penalty: 3148.580322
	Iteration 21Q: 3 clusters Score -2022603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2022610.000000 Penalty: 3148.580322
	Iteration 22Q: 3 clusters Score -2022610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2022622.250000 Penalty: 3148.580322
	Iteration 23Q: 3 clusters Score -2022622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2022628.500000 Penalty: 3148.580322
	Iteration 24Q: 3 clusters Score -2022628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2022630.375000 Penalty: 3148.580322
	Iteration 25Q: 3 clusters Score -2022630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2022630.250000 Penalty: 3148.580322
	Iteration 26Q: 3 clusters Score -2022630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2022631.250000 Penalty: 3148.580322
	Iteration 27Q: 3 clusters Score -2022631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2022632.500000 Penalty: 3148.580322
	Iteration 28Q: 3 clusters Score -2022632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2022632.500000 Penalty: 3148.580322
	Iteration 29F: 3 clusters Score -2022632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -61416.574219 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -61416.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60312.218750 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -60312.22 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60625.203125 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -60625.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60797.550781 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -60797.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60922.851562 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -60922.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61012.910156 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -61012.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61079.132812 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -61079.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61106.914062 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -61106.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61128.699219 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -61128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61134.746094 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -61134.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61137.164062 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -61137.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61137.164062 Penalty: 2075.735840
	Iteration 10F: 3 clusters Score -61137.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -340721.687500 Penalty: 1290.979980
	Iteration 0F: 2 clusters Score -340721.7 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 1452 members 
Entering Unmasked Estep 
Score: -338111.593750 Penalty: 2581.959961
	Iteration 0F: 3 clusters Score -338111.6 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -338789.468750 Penalty: 2581.959961
	Iteration 1F: 3 clusters Score -338789.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -339000.437500 Penalty: 2581.959961
	Iteration 2F: 3 clusters Score -339000.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -339144.218750 Penalty: 2581.959961
	Iteration 3F: 3 clusters Score -339144.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -339265.812500 Penalty: 2581.959961
	Iteration 4F: 3 clusters Score -339265.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -339365.562500 Penalty: 2581.959961
	Iteration 5Q: 3 clusters Score -339365.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -339455.437500 Penalty: 2581.959961
	Iteration 6Q: 3 clusters Score -339455.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -339567.687500 Penalty: 2581.959961
	Iteration 7Q: 3 clusters Score -339567.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -339701.093750 Penalty: 2581.959961
	Iteration 8Q: 3 clusters Score -339701.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -339882.031250 Penalty: 2581.959961
	Iteration 9Q: 3 clusters Score -339882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -340077.656250 Penalty: 2581.959961
	Iteration 10Q: 3 clusters Score -340077.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -340241.875000 Penalty: 2581.959961
	Iteration 11Q: 3 clusters Score -340241.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -340375.125000 Penalty: 2581.959961
	Iteration 12Q: 3 clusters Score -340375.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -340437.531250 Penalty: 2581.959961
	Iteration 13Q: 3 clusters Score -340437.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -340463.000000 Penalty: 2581.959961
	Iteration 14Q: 3 clusters Score -340463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -340475.593750 Penalty: 2581.959961
	Iteration 15Q: 3 clusters Score -340475.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -340483.718750 Penalty: 2581.959961
	Iteration 16Q: 3 clusters Score -340483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -340490.250000 Penalty: 2581.959961
	Iteration 17Q: 3 clusters Score -340490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -340496.562500 Penalty: 2581.959961
	Iteration 18Q: 3 clusters Score -340496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -340503.000000 Penalty: 2581.959961
	Iteration 19Q: 3 clusters Score -340503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -340509.250000 Penalty: 2581.959961
	Iteration 20F: 3 clusters Score -340509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -340514.500000 Penalty: 2581.959961
	Iteration 21Q: 3 clusters Score -340514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -340524.781250 Penalty: 2581.959961
	Iteration 22Q: 3 clusters Score -340524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -340528.031250 Penalty: 2581.959961
	Iteration 23Q: 3 clusters Score -340528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -340528.437500 Penalty: 2581.959961
	Iteration 24Q: 3 clusters Score -340528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -340529.843750 Penalty: 2581.959961
	Iteration 25Q: 3 clusters Score -340529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -340530.125000 Penalty: 2581.959961
	Iteration 26Q: 3 clusters Score -340530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -340530.187500 Penalty: 2581.959961
	Iteration 27Q: 3 clusters Score -340530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -340530.187500 Penalty: 2581.959961
	Iteration 28F: 3 clusters Score -340530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Entering Unmasked Estep 
Score: -10242825.000000 Penalty: 1839.094849
	Iteration 0F: 2 clusters Score -1.024282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -10188040.000000 Penalty: 3678.189697
	Iteration 0F: 3 clusters Score -1.018804e+07 nChanged 39132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -10210693.000000 Penalty: 3678.189697
	Iteration 1F: 3 clusters Score -1.021069e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -10211795.000000 Penalty: 3678.189697
	Iteration 2Q: 3 clusters Score -1.02118e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -10213429.000000 Penalty: 3678.189697
	Iteration 3Q: 3 clusters Score -1.021343e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -10216239.000000 Penalty: 3678.189697
	Iteration 4F: 3 clusters Score -1.021624e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -10220798.000000 Penalty: 3678.189697
	Iteration 5F: 3 clusters Score -1.02208e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -10226630.000000 Penalty: 3678.189697
	Iteration 6F: 3 clusters Score -1.022663e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -10232366.000000 Penalty: 3678.189697
	Iteration 7F: 3 clusters Score -1.023237e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -10236581.000000 Penalty: 3678.189697
	Iteration 8F: 3 clusters Score -1.023658e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -10239014.000000 Penalty: 3678.189697
	Iteration 9Q: 3 clusters Score -1.023901e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10240179.000000 Penalty: 3678.189697
	Iteration 10Q: 3 clusters Score -1.024018e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10240710.000000 Penalty: 3678.189697
	Iteration 11Q: 3 clusters Score -1.024071e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10240995.000000 Penalty: 3678.189697
	Iteration 12Q: 3 clusters Score -1.0241e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10241125.000000 Penalty: 3678.189697
	Iteration 13Q: 3 clusters Score -1.024112e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10241200.000000 Penalty: 3678.189697
	Iteration 14Q: 3 clusters Score -1.02412e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10241264.000000 Penalty: 3678.189697
	Iteration 15Q: 3 clusters Score -1.024126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10241288.000000 Penalty: 3678.189697
	Iteration 16Q: 3 clusters Score -1.024129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10241291.000000 Penalty: 3678.189697
	Iteration 17Q: 3 clusters Score -1.024129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10241312.000000 Penalty: 3678.189697
	Iteration 18Q: 3 clusters Score -1.024131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10241326.000000 Penalty: 3678.189697
	Iteration 19Q: 3 clusters Score -1.024133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10241329.000000 Penalty: 3678.189697
	Iteration 20F: 3 clusters Score -1.024133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10241329.000000 Penalty: 3678.189697
	Iteration 21Q: 3 clusters Score -1.024133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10241337.000000 Penalty: 3678.189697
	Iteration 22Q: 3 clusters Score -1.024134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10241346.000000 Penalty: 3678.189697
	Iteration 23Q: 3 clusters Score -1.024135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10241347.000000 Penalty: 3678.189697
	Iteration 24Q: 3 clusters Score -1.024135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10241345.000000 Penalty: 3678.189697
	Iteration 25Q: 3 clusters Score -1.024134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10241350.000000 Penalty: 3678.189697
	Iteration 26Q: 3 clusters Score -1.024135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10241363.000000 Penalty: 3678.189697
	Iteration 27Q: 3 clusters Score -1.024136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10241360.000000 Penalty: 3678.189697
	Iteration 28Q: 3 clusters Score -1.024136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10241358.000000 Penalty: 3678.189697
	Iteration 29Q: 3 clusters Score -1.024136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10241358.000000 Penalty: 3678.189697
	Iteration 30F: 3 clusters Score -1.024136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Entering Unmasked Estep 
Score: -1684100.625000 Penalty: 1548.204346
	Iteration 0F: 2 clusters Score -1684101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1674467.625000 Penalty: 3096.408691
	Iteration 0F: 3 clusters Score -1674468 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1677885.625000 Penalty: 3096.408691
	Iteration 1F: 3 clusters Score -1677886 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1678278.875000 Penalty: 3096.408691
	Iteration 2F: 3 clusters Score -1678279 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1678700.750000 Penalty: 3096.408691
	Iteration 3F: 3 clusters Score -1678701 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1679141.625000 Penalty: 3096.408691
	Iteration 4F: 3 clusters Score -1679142 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1679590.875000 Penalty: 3096.408691
	Iteration 5F: 3 clusters Score -1679591 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1680049.000000 Penalty: 3096.408691
	Iteration 6F: 3 clusters Score -1680049 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1680471.750000 Penalty: 3096.408691
	Iteration 7F: 3 clusters Score -1680472 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1680894.375000 Penalty: 3096.408691
	Iteration 8F: 3 clusters Score -1680894 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1681274.625000 Penalty: 3096.408691
	Iteration 9Q: 3 clusters Score -1681275 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1681640.250000 Penalty: 3096.408691
	Iteration 10Q: 3 clusters Score -1681640 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1681990.500000 Penalty: 3096.408691
	Iteration 11Q: 3 clusters Score -1681990 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1682227.125000 Penalty: 3096.408691
	Iteration 12Q: 3 clusters Score -1682227 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1682373.500000 Penalty: 3096.408691
	Iteration 13Q: 3 clusters Score -1682374 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1682474.750000 Penalty: 3096.408691
	Iteration 14Q: 3 clusters Score -1682475 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1682575.125000 Penalty: 3096.408691
	Iteration 15Q: 3 clusters Score -1682575 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1682641.375000 Penalty: 3096.408691
	Iteration 16Q: 3 clusters Score -1682641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1682681.250000 Penalty: 3096.408691
	Iteration 17Q: 3 clusters Score -1682681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1682714.875000 Penalty: 3096.408691
	Iteration 18Q: 3 clusters Score -1682715 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1682745.625000 Penalty: 3096.408691
	Iteration 19Q: 3 clusters Score -1682746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1682767.500000 Penalty: 3096.408691
	Iteration 20F: 3 clusters Score -1682768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1682794.000000 Penalty: 3096.408691
	Iteration 21Q: 3 clusters Score -1682794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1682815.750000 Penalty: 3096.408691
	Iteration 22Q: 3 clusters Score -1682816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1682844.000000 Penalty: 3096.408691
	Iteration 23Q: 3 clusters Score -1682844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1682869.000000 Penalty: 3096.408691
	Iteration 24Q: 3 clusters Score -1682869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1682895.500000 Penalty: 3096.408691
	Iteration 25Q: 3 clusters Score -1682896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1682910.250000 Penalty: 3096.408691
	Iteration 26Q: 3 clusters Score -1682910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1682921.000000 Penalty: 3096.408691
	Iteration 27Q: 3 clusters Score -1682921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1682931.625000 Penalty: 3096.408691
	Iteration 28Q: 3 clusters Score -1682932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1682945.375000 Penalty: 3096.408691
	Iteration 29Q: 3 clusters Score -1682945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1682955.250000 Penalty: 3096.408691
	Iteration 30Q: 3 clusters Score -1682955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1682963.125000 Penalty: 3096.408691
	Iteration 31Q: 3 clusters Score -1682963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1682968.500000 Penalty: 3096.408691
	Iteration 32Q: 3 clusters Score -1682968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1682979.250000 Penalty: 3096.408691
	Iteration 33Q: 3 clusters Score -1682979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1682984.750000 Penalty: 3096.408691
	Iteration 34Q: 3 clusters Score -1682985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1682989.625000 Penalty: 3096.408691
	Iteration 35Q: 3 clusters Score -1682990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1682989.250000 Penalty: 3096.408691
	Iteration 36Q: 3 clusters Score -1682989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1682993.375000 Penalty: 3096.408691
	Iteration 37Q: 3 clusters Score -1682993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1682999.625000 Penalty: 3096.408691
	Iteration 38Q: 3 clusters Score -1683000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1683002.125000 Penalty: 3096.408691
	Iteration 39Q: 3 clusters Score -1683002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1683005.250000 Penalty: 3096.408691
	Iteration 40F: 3 clusters Score -1683005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1683002.750000 Penalty: 3096.408691
	Iteration 41Q: 3 clusters Score -1683003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1683002.000000 Penalty: 3096.408691
	Iteration 42Q: 3 clusters Score -1683002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1683005.875000 Penalty: 3096.408691
	Iteration 43Q: 3 clusters Score -1683006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1683006.375000 Penalty: 3096.408691
	Iteration 44Q: 3 clusters Score -1683006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1683013.375000 Penalty: 3096.408691
	Iteration 45Q: 3 clusters Score -1683013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1683013.625000 Penalty: 3096.408691
	Iteration 46Q: 3 clusters Score -1683014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1683017.750000 Penalty: 3096.408691
	Iteration 47Q: 3 clusters Score -1683018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1683020.125000 Penalty: 3096.408691
	Iteration 48Q: 3 clusters Score -1683020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1683023.250000 Penalty: 3096.408691
	Iteration 49Q: 3 clusters Score -1683023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1683026.625000 Penalty: 3096.408691
	Iteration 50Q: 3 clusters Score -1683027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1683031.375000 Penalty: 3096.408691
	Iteration 51Q: 3 clusters Score -1683031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1683030.750000 Penalty: 3096.408691
	Iteration 52Q: 3 clusters Score -1683031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1683031.625000 Penalty: 3096.408691
	Iteration 53Q: 3 clusters Score -1683032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1683031.125000 Penalty: 3096.408691
	Iteration 54Q: 3 clusters Score -1683031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1683039.375000 Penalty: 3096.408691
	Iteration 55Q: 3 clusters Score -1683039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1683039.125000 Penalty: 3096.408691
	Iteration 56Q: 3 clusters Score -1683039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1683039.875000 Penalty: 3096.408691
	Iteration 57Q: 3 clusters Score -1683040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1683039.625000 Penalty: 3096.408691
	Iteration 58Q: 3 clusters Score -1683040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1683041.625000 Penalty: 3096.408691
	Iteration 59Q: 3 clusters Score -1683042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1683042.625000 Penalty: 3096.408691
	Iteration 60F: 3 clusters Score -1683043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1683045.000000 Penalty: 3096.408691
	Iteration 61Q: 3 clusters Score -1683045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1683046.000000 Penalty: 3096.408691
	Iteration 62Q: 3 clusters Score -1683046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1683048.125000 Penalty: 3096.408691
	Iteration 63Q: 3 clusters Score -1683048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1683047.750000 Penalty: 3096.408691
	Iteration 64Q: 3 clusters Score -1683048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1683048.500000 Penalty: 3096.408691
	Iteration 65Q: 3 clusters Score -1683048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1683048.500000 Penalty: 3096.408691
	Iteration 66F: 3 clusters Score -1683048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -277085.406250 Penalty: 1258.069702
	Iteration 0F: 2 clusters Score -277085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274835.593750 Penalty: 2516.139404
	Iteration 0F: 3 clusters Score -274835.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -275377.843750 Penalty: 2516.139404
	Iteration 1F: 3 clusters Score -275377.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -275530.781250 Penalty: 2516.139404
	Iteration 2F: 3 clusters Score -275530.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -275604.531250 Penalty: 2516.139404
	Iteration 3Q: 3 clusters Score -275604.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -275673.906250 Penalty: 2516.139404
	Iteration 4Q: 3 clusters Score -275673.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275723.000000 Penalty: 2516.139404
	Iteration 5Q: 3 clusters Score -275723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275766.406250 Penalty: 2516.139404
	Iteration 6Q: 3 clusters Score -275766.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -275799.093750 Penalty: 2516.139404
	Iteration 7Q: 3 clusters Score -275799.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -275830.187500 Penalty: 2516.139404
	Iteration 8Q: 3 clusters Score -275830.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -275870.843750 Penalty: 2516.139404
	Iteration 9Q: 3 clusters Score -275870.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275928.406250 Penalty: 2516.139404
	Iteration 10Q: 3 clusters Score -275928.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275964.750000 Penalty: 2516.139404
	Iteration 11Q: 3 clusters Score -275964.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -276004.250000 Penalty: 2516.139404
	Iteration 12Q: 3 clusters Score -276004.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -276047.406250 Penalty: 2516.139404
	Iteration 13Q: 3 clusters Score -276047.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276082.000000 Penalty: 2516.139404
	Iteration 14Q: 3 clusters Score -276082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -276105.062500 Penalty: 2516.139404
	Iteration 15Q: 3 clusters Score -276105.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -276127.375000 Penalty: 2516.139404
	Iteration 16Q: 3 clusters Score -276127.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -276140.218750 Penalty: 2516.139404
	Iteration 17Q: 3 clusters Score -276140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -276146.875000 Penalty: 2516.139404
	Iteration 18Q: 3 clusters Score -276146.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -276156.593750 Penalty: 2516.139404
	Iteration 19Q: 3 clusters Score -276156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -276165.437500 Penalty: 2516.139404
	Iteration 20F: 3 clusters Score -276165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -276170.250000 Penalty: 2516.139404
	Iteration 21Q: 3 clusters Score -276170.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -276174.156250 Penalty: 2516.139404
	Iteration 22Q: 3 clusters Score -276174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -276175.250000 Penalty: 2516.139404
	Iteration 23Q: 3 clusters Score -276175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -276175.687500 Penalty: 2516.139404
	Iteration 24Q: 3 clusters Score -276175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276176.187500 Penalty: 2516.139404
	Iteration 25Q: 3 clusters Score -276176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276176.656250 Penalty: 2516.139404
	Iteration 26Q: 3 clusters Score -276176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276176.656250 Penalty: 2516.139404
	Iteration 27F: 3 clusters Score -276176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -74706.085938 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -74706.09 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 350 members 
Entering Unmasked Estep 
Score: -73461.007812 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -73461.01 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73696.343750 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -73696.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73775.882812 Penalty: 2131.875000
	Iteration 2F: 3 clusters Score -73775.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73832.414062 Penalty: 2131.875000
	Iteration 3Q: 3 clusters Score -73832.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73861.796875 Penalty: 2131.875000
	Iteration 4Q: 3 clusters Score -73861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73900.593750 Penalty: 2131.875000
	Iteration 5Q: 3 clusters Score -73900.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73929.109375 Penalty: 2131.875000
	Iteration 6Q: 3 clusters Score -73929.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73988.609375 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -73988.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74150.468750 Penalty: 2131.875000
	Iteration 8Q: 3 clusters Score -74150.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74542.046875 Penalty: 2131.875000
	Iteration 9F: 3 clusters Score -74542.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74682.531250 Penalty: 2131.875000
	Iteration 10F: 3 clusters Score -74682.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74773.921875 Penalty: 2131.875000
	Iteration 11Q: 3 clusters Score -74773.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74855.515625 Penalty: 2131.875000
	Iteration 12Q: 3 clusters Score -74855.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74945.273438 Penalty: 2131.875000
	Iteration 13Q: 3 clusters Score -74945.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -75046.421875 Penalty: 2131.875000
	Iteration 14Q: 3 clusters Score -75046.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -75082.531250 Penalty: 2131.875000
	Iteration 15Q: 3 clusters Score -75082.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -75085.117188 Penalty: 2131.875000
	Iteration 16Q: 3 clusters Score -75085.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -75089.507812 Penalty: 2131.875000
	Iteration 17Q: 3 clusters Score -75089.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -75090.445312 Penalty: 2131.875000
	Iteration 18Q: 3 clusters Score -75090.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -75090.445312 Penalty: 2131.875000
	Iteration 19F: 3 clusters Score -75090.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111516 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 22955 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82249 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 31815 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32810 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94771 members 
Mstep: Class 44 contains 181 members 
Mstep: Class 45 contains 84030 members 
Mstep: Class 46 contains 127674 members 
Entering Unmasked Estep 
Score: -141749232.000000 Penalty: 104358.609375
Splitting cluster 22 changes total score from -141750528.000000 to -141749232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (31815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Entering Unmasked Estep 
Score: -3886425.000000 Penalty: 1684.750122
	Iteration 0F: 2 clusters Score -3886425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3864764.250000 Penalty: 3369.500244
	Iteration 0F: 3 clusters Score -3864764 nChanged 14828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3873024.750000 Penalty: 3369.500244
	Iteration 1F: 3 clusters Score -3873025 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3873545.500000 Penalty: 3369.500244
	Iteration 2Q: 3 clusters Score -3873546 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3874187.000000 Penalty: 3369.500244
	Iteration 3Q: 3 clusters Score -3874187 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3875117.000000 Penalty: 3369.500244
	Iteration 4F: 3 clusters Score -3875117 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3876528.500000 Penalty: 3369.500244
	Iteration 5F: 3 clusters Score -3876528 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3878530.250000 Penalty: 3369.500244
	Iteration 6F: 3 clusters Score -3878530 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3880613.500000 Penalty: 3369.500244
	Iteration 7F: 3 clusters Score -3880614 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3882392.000000 Penalty: 3369.500244
	Iteration 8F: 3 clusters Score -3882392 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -3883725.750000 Penalty: 3369.500244
	Iteration 9Q: 3 clusters Score -3883726 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3884444.000000 Penalty: 3369.500244
	Iteration 10Q: 3 clusters Score -3884444 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3884772.250000 Penalty: 3369.500244
	Iteration 11Q: 3 clusters Score -3884772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3884916.000000 Penalty: 3369.500244
	Iteration 12Q: 3 clusters Score -3884916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3884979.750000 Penalty: 3369.500244
	Iteration 13Q: 3 clusters Score -3884980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3885024.250000 Penalty: 3369.500244
	Iteration 14Q: 3 clusters Score -3885024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3885059.250000 Penalty: 3369.500244
	Iteration 15Q: 3 clusters Score -3885059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3885078.250000 Penalty: 3369.500244
	Iteration 16Q: 3 clusters Score -3885078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3885096.000000 Penalty: 3369.500244
	Iteration 17Q: 3 clusters Score -3885096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3885107.750000 Penalty: 3369.500244
	Iteration 18Q: 3 clusters Score -3885108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3885111.750000 Penalty: 3369.500244
	Iteration 19Q: 3 clusters Score -3885112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3885116.500000 Penalty: 3369.500244
	Iteration 20F: 3 clusters Score -3885116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3885115.500000 Penalty: 3369.500244
	Iteration 21Q: 3 clusters Score -3885116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3885116.750000 Penalty: 3369.500244
	Iteration 22Q: 3 clusters Score -3885117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3885117.250000 Penalty: 3369.500244
	Iteration 23Q: 3 clusters Score -3885117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3885119.000000 Penalty: 3369.500244
	Iteration 24Q: 3 clusters Score -3885119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3885119.250000 Penalty: 3369.500244
	Iteration 25Q: 3 clusters Score -3885119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -3885121.000000 Penalty: 3369.500244
	Iteration 26Q: 3 clusters Score -3885121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -3885123.250000 Penalty: 3369.500244
	Iteration 27Q: 3 clusters Score -3885123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3885126.000000 Penalty: 3369.500244
	Iteration 28Q: 3 clusters Score -3885126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -3885131.750000 Penalty: 3369.500244
	Iteration 29Q: 3 clusters Score -3885132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -3885137.750000 Penalty: 3369.500244
	Iteration 30Q: 3 clusters Score -3885138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3885140.000000 Penalty: 3369.500244
	Iteration 31Q: 3 clusters Score -3885140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3885145.250000 Penalty: 3369.500244
	Iteration 32Q: 3 clusters Score -3885145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -3885147.000000 Penalty: 3369.500244
	Iteration 33Q: 3 clusters Score -3885147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -3885146.500000 Penalty: 3369.500244
	Iteration 34Q: 3 clusters Score -3885146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3885149.500000 Penalty: 3369.500244
	Iteration 35Q: 3 clusters Score -3885150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3885151.750000 Penalty: 3369.500244
	Iteration 36Q: 3 clusters Score -3885152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3885154.000000 Penalty: 3369.500244
	Iteration 37Q: 3 clusters Score -3885154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3885155.750000 Penalty: 3369.500244
	Iteration 38Q: 3 clusters Score -3885156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3885155.500000 Penalty: 3369.500244
	Iteration 39Q: 3 clusters Score -3885156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3885158.500000 Penalty: 3369.500244
	Iteration 40F: 3 clusters Score -3885158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -1410788.000000 Penalty: 1528.780273
	Iteration 0F: 2 clusters Score -1410788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1402283.500000 Penalty: 3057.560547
	Iteration 0F: 3 clusters Score -1402284 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1405298.125000 Penalty: 3057.560547
	Iteration 1F: 3 clusters Score -1405298 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1405894.375000 Penalty: 3057.560547
	Iteration 2F: 3 clusters Score -1405894 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1406486.625000 Penalty: 3057.560547
	Iteration 3F: 3 clusters Score -1406487 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1406969.125000 Penalty: 3057.560547
	Iteration 4F: 3 clusters Score -1406969 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1407309.625000 Penalty: 3057.560547
	Iteration 5F: 3 clusters Score -1407310 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1407603.125000 Penalty: 3057.560547
	Iteration 6Q: 3 clusters Score -1407603 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1407859.625000 Penalty: 3057.560547
	Iteration 7Q: 3 clusters Score -1407860 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1408046.625000 Penalty: 3057.560547
	Iteration 8Q: 3 clusters Score -1408047 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1408173.125000 Penalty: 3057.560547
	Iteration 9Q: 3 clusters Score -1408173 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1408287.625000 Penalty: 3057.560547
	Iteration 10Q: 3 clusters Score -1408288 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1408374.250000 Penalty: 3057.560547
	Iteration 11Q: 3 clusters Score -1408374 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1408469.250000 Penalty: 3057.560547
	Iteration 12Q: 3 clusters Score -1408469 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1408551.500000 Penalty: 3057.560547
	Iteration 13Q: 3 clusters Score -1408552 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1408630.375000 Penalty: 3057.560547
	Iteration 14Q: 3 clusters Score -1408630 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1408717.000000 Penalty: 3057.560547
	Iteration 15Q: 3 clusters Score -1408717 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1408805.250000 Penalty: 3057.560547
	Iteration 16Q: 3 clusters Score -1408805 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1408903.250000 Penalty: 3057.560547
	Iteration 17Q: 3 clusters Score -1408903 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1409002.500000 Penalty: 3057.560547
	Iteration 18Q: 3 clusters Score -1409002 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1409120.375000 Penalty: 3057.560547
	Iteration 19Q: 3 clusters Score -1409120 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1409236.750000 Penalty: 3057.560547
	Iteration 20F: 3 clusters Score -1409237 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1409344.000000 Penalty: 3057.560547
	Iteration 21Q: 3 clusters Score -1409344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1409455.000000 Penalty: 3057.560547
	Iteration 22Q: 3 clusters Score -1409455 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1409571.375000 Penalty: 3057.560547
	Iteration 23Q: 3 clusters Score -1409571 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1409664.750000 Penalty: 3057.560547
	Iteration 24Q: 3 clusters Score -1409665 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1409742.000000 Penalty: 3057.560547
	Iteration 25Q: 3 clusters Score -1409742 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1409829.750000 Penalty: 3057.560547
	Iteration 26Q: 3 clusters Score -1409830 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1409904.875000 Penalty: 3057.560547
	Iteration 27Q: 3 clusters Score -1409905 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1409970.125000 Penalty: 3057.560547
	Iteration 28Q: 3 clusters Score -1409970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1410017.625000 Penalty: 3057.560547
	Iteration 29Q: 3 clusters Score -1410018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1410066.500000 Penalty: 3057.560547
	Iteration 30Q: 3 clusters Score -1410066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1410110.250000 Penalty: 3057.560547
	Iteration 31Q: 3 clusters Score -1410110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1410150.875000 Penalty: 3057.560547
	Iteration 32Q: 3 clusters Score -1410151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1410164.875000 Penalty: 3057.560547
	Iteration 33Q: 3 clusters Score -1410165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1410174.625000 Penalty: 3057.560547
	Iteration 34Q: 3 clusters Score -1410175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1410176.500000 Penalty: 3057.560547
	Iteration 35Q: 3 clusters Score -1410176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1410180.250000 Penalty: 3057.560547
	Iteration 36Q: 3 clusters Score -1410180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1410195.375000 Penalty: 3057.560547
	Iteration 37Q: 3 clusters Score -1410195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1410201.125000 Penalty: 3057.560547
	Iteration 38Q: 3 clusters Score -1410201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1410204.625000 Penalty: 3057.560547
	Iteration 39Q: 3 clusters Score -1410205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1410204.875000 Penalty: 3057.560547
	Iteration 40F: 3 clusters Score -1410205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1410211.375000 Penalty: 3057.560547
	Iteration 41Q: 3 clusters Score -1410211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1410214.375000 Penalty: 3057.560547
	Iteration 42Q: 3 clusters Score -1410214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1410215.500000 Penalty: 3057.560547
	Iteration 43Q: 3 clusters Score -1410216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1410216.375000 Penalty: 3057.560547
	Iteration 44Q: 3 clusters Score -1410216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1410220.375000 Penalty: 3057.560547
	Iteration 45Q: 3 clusters Score -1410220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1410222.250000 Penalty: 3057.560547
	Iteration 46Q: 3 clusters Score -1410222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1410227.125000 Penalty: 3057.560547
	Iteration 47Q: 3 clusters Score -1410227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1410229.500000 Penalty: 3057.560547
	Iteration 48Q: 3 clusters Score -1410230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1410230.625000 Penalty: 3057.560547
	Iteration 49Q: 3 clusters Score -1410231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1410234.125000 Penalty: 3057.560547
	Iteration 50Q: 3 clusters Score -1410234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1410234.750000 Penalty: 3057.560547
	Iteration 51Q: 3 clusters Score -1410235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1410234.625000 Penalty: 3057.560547
	Iteration 52Q: 3 clusters Score -1410235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1410236.375000 Penalty: 3057.560547
	Iteration 53Q: 3 clusters Score -1410236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1410235.375000 Penalty: 3057.560547
	Iteration 54Q: 3 clusters Score -1410235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1410236.500000 Penalty: 3057.560547
	Iteration 55Q: 3 clusters Score -1410236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1410237.375000 Penalty: 3057.560547
	Iteration 56Q: 3 clusters Score -1410237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1410238.375000 Penalty: 3057.560547
	Iteration 57Q: 3 clusters Score -1410238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1410239.125000 Penalty: 3057.560547
	Iteration 58Q: 3 clusters Score -1410239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1410244.000000 Penalty: 3057.560547
	Iteration 59Q: 3 clusters Score -1410244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1410247.000000 Penalty: 3057.560547
	Iteration 60F: 3 clusters Score -1410247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1410248.625000 Penalty: 3057.560547
	Iteration 61Q: 3 clusters Score -1410249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1410250.000000 Penalty: 3057.560547
	Iteration 62Q: 3 clusters Score -1410250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1410250.750000 Penalty: 3057.560547
	Iteration 63Q: 3 clusters Score -1410251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1410250.875000 Penalty: 3057.560547
	Iteration 64Q: 3 clusters Score -1410251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1410250.875000 Penalty: 3057.560547
	Iteration 65F: 3 clusters Score -1410251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Entering Unmasked Estep 
Score: -1032726.937500 Penalty: 1466.401733
	Iteration 0F: 2 clusters Score -1032727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1026672.875000 Penalty: 2932.803467
	Iteration 0F: 3 clusters Score -1026673 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1028548.375000 Penalty: 2932.803467
	Iteration 1F: 3 clusters Score -1028548 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1028716.750000 Penalty: 2932.803467
	Iteration 2F: 3 clusters Score -1028717 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1028871.875000 Penalty: 2932.803467
	Iteration 3Q: 3 clusters Score -1028872 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1029009.562500 Penalty: 2932.803467
	Iteration 4Q: 3 clusters Score -1029010 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1029145.125000 Penalty: 2932.803467
	Iteration 5Q: 3 clusters Score -1029145 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1029308.562500 Penalty: 2932.803467
	Iteration 6Q: 3 clusters Score -1029309 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1029485.062500 Penalty: 2932.803467
	Iteration 7Q: 3 clusters Score -1029485 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1029676.687500 Penalty: 2932.803467
	Iteration 8Q: 3 clusters Score -1029677 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1029880.375000 Penalty: 2932.803467
	Iteration 9Q: 3 clusters Score -1029880 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1030110.937500 Penalty: 2932.803467
	Iteration 10Q: 3 clusters Score -1030111 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1030293.500000 Penalty: 2932.803467
	Iteration 11Q: 3 clusters Score -1030294 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1030474.125000 Penalty: 2932.803467
	Iteration 12Q: 3 clusters Score -1030474 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1030615.562500 Penalty: 2932.803467
	Iteration 13Q: 3 clusters Score -1030616 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1030728.437500 Penalty: 2932.803467
	Iteration 14Q: 3 clusters Score -1030728 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1030819.062500 Penalty: 2932.803467
	Iteration 15Q: 3 clusters Score -1030819 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1030899.687500 Penalty: 2932.803467
	Iteration 16Q: 3 clusters Score -1030900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1030974.187500 Penalty: 2932.803467
	Iteration 17Q: 3 clusters Score -1030974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1031043.562500 Penalty: 2932.803467
	Iteration 18Q: 3 clusters Score -1031044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1031112.812500 Penalty: 2932.803467
	Iteration 19Q: 3 clusters Score -1031113 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1031165.812500 Penalty: 2932.803467
	Iteration 20F: 3 clusters Score -1031166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1031212.937500 Penalty: 2932.803467
	Iteration 21Q: 3 clusters Score -1031213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1031242.500000 Penalty: 2932.803467
	Iteration 22Q: 3 clusters Score -1031242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1031265.937500 Penalty: 2932.803467
	Iteration 23Q: 3 clusters Score -1031266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1031282.625000 Penalty: 2932.803467
	Iteration 24Q: 3 clusters Score -1031283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1031299.125000 Penalty: 2932.803467
	Iteration 25Q: 3 clusters Score -1031299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1031312.375000 Penalty: 2932.803467
	Iteration 26Q: 3 clusters Score -1031312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1031323.000000 Penalty: 2932.803467
	Iteration 27Q: 3 clusters Score -1031323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1031340.437500 Penalty: 2932.803467
	Iteration 28Q: 3 clusters Score -1031340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1031365.125000 Penalty: 2932.803467
	Iteration 29Q: 3 clusters Score -1031365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1031387.250000 Penalty: 2932.803467
	Iteration 30Q: 3 clusters Score -1031387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1031401.562500 Penalty: 2932.803467
	Iteration 31Q: 3 clusters Score -1031402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1031410.437500 Penalty: 2932.803467
	Iteration 32Q: 3 clusters Score -1031410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1031416.625000 Penalty: 2932.803467
	Iteration 33Q: 3 clusters Score -1031417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1031424.687500 Penalty: 2932.803467
	Iteration 34Q: 3 clusters Score -1031425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1031433.062500 Penalty: 2932.803467
	Iteration 35Q: 3 clusters Score -1031433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1031438.750000 Penalty: 2932.803467
	Iteration 36Q: 3 clusters Score -1031439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1031444.250000 Penalty: 2932.803467
	Iteration 37Q: 3 clusters Score -1031444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1031444.937500 Penalty: 2932.803467
	Iteration 38Q: 3 clusters Score -1031445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1031445.437500 Penalty: 2932.803467
	Iteration 39Q: 3 clusters Score -1031445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1031444.812500 Penalty: 2932.803467
	Iteration 40F: 3 clusters Score -1031445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1031444.250000 Penalty: 2932.803467
	Iteration 41Q: 3 clusters Score -1031444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1031444.250000 Penalty: 2932.803467
	Iteration 42F: 3 clusters Score -1031444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Entering Unmasked Estep 
Score: -1690285.125000 Penalty: 1544.505615
	Iteration 0F: 2 clusters Score -1690285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1680825.375000 Penalty: 3089.011230
	Iteration 0F: 3 clusters Score -1680825 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1684050.750000 Penalty: 3089.011230
	Iteration 1F: 3 clusters Score -1684051 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1684346.125000 Penalty: 3089.011230
	Iteration 2F: 3 clusters Score -1684346 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1684586.250000 Penalty: 3089.011230
	Iteration 3Q: 3 clusters Score -1684586 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1684837.250000 Penalty: 3089.011230
	Iteration 4Q: 3 clusters Score -1684837 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1685076.875000 Penalty: 3089.011230
	Iteration 5Q: 3 clusters Score -1685077 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1685333.125000 Penalty: 3089.011230
	Iteration 6Q: 3 clusters Score -1685333 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1685568.875000 Penalty: 3089.011230
	Iteration 7Q: 3 clusters Score -1685569 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1685835.750000 Penalty: 3089.011230
	Iteration 8Q: 3 clusters Score -1685836 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1686161.875000 Penalty: 3089.011230
	Iteration 9Q: 3 clusters Score -1686162 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1686505.500000 Penalty: 3089.011230
	Iteration 10Q: 3 clusters Score -1686506 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1686860.750000 Penalty: 3089.011230
	Iteration 11Q: 3 clusters Score -1686861 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1687226.875000 Penalty: 3089.011230
	Iteration 12Q: 3 clusters Score -1687227 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1687558.500000 Penalty: 3089.011230
	Iteration 13Q: 3 clusters Score -1687558 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1687783.875000 Penalty: 3089.011230
	Iteration 14Q: 3 clusters Score -1687784 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1687939.875000 Penalty: 3089.011230
	Iteration 15Q: 3 clusters Score -1687940 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1688083.625000 Penalty: 3089.011230
	Iteration 16Q: 3 clusters Score -1688084 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1688179.750000 Penalty: 3089.011230
	Iteration 17Q: 3 clusters Score -1688180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1688269.250000 Penalty: 3089.011230
	Iteration 18Q: 3 clusters Score -1688269 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1688335.250000 Penalty: 3089.011230
	Iteration 19Q: 3 clusters Score -1688335 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1688397.000000 Penalty: 3089.011230
	Iteration 20F: 3 clusters Score -1688397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1688444.250000 Penalty: 3089.011230
	Iteration 21Q: 3 clusters Score -1688444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1688481.250000 Penalty: 3089.011230
	Iteration 22Q: 3 clusters Score -1688481 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1688519.375000 Penalty: 3089.011230
	Iteration 23Q: 3 clusters Score -1688519 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1688557.125000 Penalty: 3089.011230
	Iteration 24Q: 3 clusters Score -1688557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1688585.250000 Penalty: 3089.011230
	Iteration 25Q: 3 clusters Score -1688585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1688611.500000 Penalty: 3089.011230
	Iteration 26Q: 3 clusters Score -1688612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1688639.500000 Penalty: 3089.011230
	Iteration 27Q: 3 clusters Score -1688640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1688665.875000 Penalty: 3089.011230
	Iteration 28Q: 3 clusters Score -1688666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1688685.750000 Penalty: 3089.011230
	Iteration 29Q: 3 clusters Score -1688686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1688703.625000 Penalty: 3089.011230
	Iteration 30Q: 3 clusters Score -1688704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1688724.250000 Penalty: 3089.011230
	Iteration 31Q: 3 clusters Score -1688724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1688749.875000 Penalty: 3089.011230
	Iteration 32Q: 3 clusters Score -1688750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1688766.125000 Penalty: 3089.011230
	Iteration 33Q: 3 clusters Score -1688766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1688786.125000 Penalty: 3089.011230
	Iteration 34Q: 3 clusters Score -1688786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1688797.875000 Penalty: 3089.011230
	Iteration 35Q: 3 clusters Score -1688798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1688818.250000 Penalty: 3089.011230
	Iteration 36Q: 3 clusters Score -1688818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1688843.875000 Penalty: 3089.011230
	Iteration 37Q: 3 clusters Score -1688844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1688879.375000 Penalty: 3089.011230
	Iteration 38Q: 3 clusters Score -1688879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1688902.000000 Penalty: 3089.011230
	Iteration 39Q: 3 clusters Score -1688902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1688928.750000 Penalty: 3089.011230
	Iteration 40F: 3 clusters Score -1688929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1688951.375000 Penalty: 3089.011230
	Iteration 41Q: 3 clusters Score -1688951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1688974.875000 Penalty: 3089.011230
	Iteration 42Q: 3 clusters Score -1688975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1688990.000000 Penalty: 3089.011230
	Iteration 43Q: 3 clusters Score -1688990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1689018.250000 Penalty: 3089.011230
	Iteration 44Q: 3 clusters Score -1689018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1689039.125000 Penalty: 3089.011230
	Iteration 45Q: 3 clusters Score -1689039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1689061.750000 Penalty: 3089.011230
	Iteration 46Q: 3 clusters Score -1689062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1689074.250000 Penalty: 3089.011230
	Iteration 47Q: 3 clusters Score -1689074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1689082.500000 Penalty: 3089.011230
	Iteration 48Q: 3 clusters Score -1689082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1689097.750000 Penalty: 3089.011230
	Iteration 49Q: 3 clusters Score -1689098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1689100.500000 Penalty: 3089.011230
	Iteration 50Q: 3 clusters Score -1689100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1689108.000000 Penalty: 3089.011230
	Iteration 51Q: 3 clusters Score -1689108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1689121.250000 Penalty: 3089.011230
	Iteration 52Q: 3 clusters Score -1689121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1689123.500000 Penalty: 3089.011230
	Iteration 53Q: 3 clusters Score -1689124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1689131.375000 Penalty: 3089.011230
	Iteration 54Q: 3 clusters Score -1689131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1689134.000000 Penalty: 3089.011230
	Iteration 55Q: 3 clusters Score -1689134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1689137.625000 Penalty: 3089.011230
	Iteration 56Q: 3 clusters Score -1689138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1689135.375000 Penalty: 3089.011230
	Iteration 57Q: 3 clusters Score -1689135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1689142.750000 Penalty: 3089.011230
	Iteration 58Q: 3 clusters Score -1689143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1689145.500000 Penalty: 3089.011230
	Iteration 59Q: 3 clusters Score -1689146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1689150.000000 Penalty: 3089.011230
	Iteration 60F: 3 clusters Score -1689150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1689158.375000 Penalty: 3089.011230
	Iteration 61Q: 3 clusters Score -1689158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1689161.625000 Penalty: 3089.011230
	Iteration 62Q: 3 clusters Score -1689162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1689165.750000 Penalty: 3089.011230
	Iteration 63Q: 3 clusters Score -1689166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1689170.500000 Penalty: 3089.011230
	Iteration 64Q: 3 clusters Score -1689170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1689170.125000 Penalty: 3089.011230
	Iteration 65Q: 3 clusters Score -1689170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1689170.500000 Penalty: 3089.011230
	Iteration 66Q: 3 clusters Score -1689170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1689173.500000 Penalty: 3089.011230
	Iteration 67Q: 3 clusters Score -1689174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1689174.000000 Penalty: 3089.011230
	Iteration 68Q: 3 clusters Score -1689174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1689175.250000 Penalty: 3089.011230
	Iteration 69Q: 3 clusters Score -1689175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1689179.000000 Penalty: 3089.011230
	Iteration 70Q: 3 clusters Score -1689179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1689177.500000 Penalty: 3089.011230
	Iteration 71Q: 3 clusters Score -1689178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1689180.625000 Penalty: 3089.011230
	Iteration 72Q: 3 clusters Score -1689181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1689180.500000 Penalty: 3089.011230
	Iteration 73Q: 3 clusters Score -1689180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1689181.875000 Penalty: 3089.011230
	Iteration 74Q: 3 clusters Score -1689182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1689184.250000 Penalty: 3089.011230
	Iteration 75Q: 3 clusters Score -1689184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1689184.875000 Penalty: 3089.011230
	Iteration 76Q: 3 clusters Score -1689185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1689183.125000 Penalty: 3089.011230
	Iteration 77Q: 3 clusters Score -1689183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1689184.125000 Penalty: 3089.011230
	Iteration 78Q: 3 clusters Score -1689184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1689184.125000 Penalty: 3089.011230
	Iteration 79F: 3 clusters Score -1689184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -210029.875000 Penalty: 1227.153198
	Iteration 0F: 2 clusters Score -210029.9 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 958 members 
Entering Unmasked Estep 
Score: -208075.343750 Penalty: 2454.306396
	Iteration 0F: 3 clusters Score -208075.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -208945.937500 Penalty: 2454.306396
	Iteration 1F: 3 clusters Score -208945.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -209367.875000 Penalty: 2454.306396
	Iteration 2F: 3 clusters Score -209367.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -209690.796875 Penalty: 2454.306396
	Iteration 3F: 3 clusters Score -209690.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -209824.109375 Penalty: 2454.306396
	Iteration 4F: 3 clusters Score -209824.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209903.125000 Penalty: 2454.306396
	Iteration 5Q: 3 clusters Score -209903.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209943.656250 Penalty: 2454.306396
	Iteration 6Q: 3 clusters Score -209943.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -209962.859375 Penalty: 2454.306396
	Iteration 7Q: 3 clusters Score -209962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -209988.859375 Penalty: 2454.306396
	Iteration 8Q: 3 clusters Score -209988.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210043.281250 Penalty: 2454.306396
	Iteration 9Q: 3 clusters Score -210043.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -210109.046875 Penalty: 2454.306396
	Iteration 10Q: 3 clusters Score -210109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -210148.125000 Penalty: 2454.306396
	Iteration 11Q: 3 clusters Score -210148.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210170.359375 Penalty: 2454.306396
	Iteration 12Q: 3 clusters Score -210170.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -210181.953125 Penalty: 2454.306396
	Iteration 13Q: 3 clusters Score -210182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -210185.078125 Penalty: 2454.306396
	Iteration 14Q: 3 clusters Score -210185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -210187.687500 Penalty: 2454.306396
	Iteration 15Q: 3 clusters Score -210187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -210190.421875 Penalty: 2454.306396
	Iteration 16Q: 3 clusters Score -210190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -210191.140625 Penalty: 2454.306396
	Iteration 17Q: 3 clusters Score -210191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210191.453125 Penalty: 2454.306396
	Iteration 18Q: 3 clusters Score -210191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210191.453125 Penalty: 2454.306396
	Iteration 19F: 3 clusters Score -210191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111516 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 22955 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82249 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31815 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 864 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32810 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94771 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 84030 members 
Mstep: Class 46 contains 127674 members 
Entering Unmasked Estep 
Score: -141749296.000000 Penalty: 104358.609375
Splitting cluster 27 changes total score from -141750528.000000 to -141749296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -284549.250000 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -284549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282242.687500 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -282242.7 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -282768.937500 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -282768.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -282935.562500 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -282935.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -283037.187500 Penalty: 2522.705566
	Iteration 3F: 3 clusters Score -283037.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -283119.093750 Penalty: 2522.705566
	Iteration 4Q: 3 clusters Score -283119.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -283214.187500 Penalty: 2522.705566
	Iteration 5Q: 3 clusters Score -283214.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283373.125000 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -283373.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -283630.156250 Penalty: 2522.705566
	Iteration 7F: 3 clusters Score -283630.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283930.281250 Penalty: 2522.705566
	Iteration 8F: 3 clusters Score -283930.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -284130.750000 Penalty: 2522.705566
	Iteration 9F: 3 clusters Score -284130.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -284231.500000 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -284231.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -284272.687500 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -284272.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -284305.906250 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -284305.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -284332.000000 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -284332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -284351.937500 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -284351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -284365.250000 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -284365.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -284379.937500 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -284379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -284387.218750 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -284387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -284392.031250 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -284392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -284394.031250 Penalty: 2522.705566
	Iteration 19Q: 3 clusters Score -284394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -284397.250000 Penalty: 2522.705566
	Iteration 20F: 3 clusters Score -284397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -284401.812500 Penalty: 2522.705566
	Iteration 21Q: 3 clusters Score -284401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -284407.437500 Penalty: 2522.705566
	Iteration 22Q: 3 clusters Score -284407.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -284412.718750 Penalty: 2522.705566
	Iteration 23Q: 3 clusters Score -284412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -284413.593750 Penalty: 2522.705566
	Iteration 24Q: 3 clusters Score -284413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -284415.343750 Penalty: 2522.705566
	Iteration 25Q: 3 clusters Score -284415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -284418.031250 Penalty: 2522.705566
	Iteration 26Q: 3 clusters Score -284418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284420.125000 Penalty: 2522.705566
	Iteration 27Q: 3 clusters Score -284420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -284420.062500 Penalty: 2522.705566
	Iteration 28Q: 3 clusters Score -284420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -284420.968750 Penalty: 2522.705566
	Iteration 29Q: 3 clusters Score -284421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -284421.437500 Penalty: 2522.705566
	Iteration 30Q: 3 clusters Score -284421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -284421.937500 Penalty: 2522.705566
	Iteration 31Q: 3 clusters Score -284421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -284421.937500 Penalty: 2522.705566
	Iteration 32F: 3 clusters Score -284421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13088.124023 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13088.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12407.270508 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12407.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12597.572266 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12597.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12685.225586 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12685.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12766.051758 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12766.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12835.169922 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12835.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12871.841797 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -12871.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12881.673828 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -12881.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12900.910156 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -12900.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12913.482422 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -12913.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12915.656250 Penalty: 1791.864380
	Iteration 9Q: 3 clusters Score -12915.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12915.662109 Penalty: 1791.864380
	Iteration 10F: 3 clusters Score -12915.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12947.116211 Penalty: 1791.864380
	Iteration 11Q: 3 clusters Score -12947.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12987.984375 Penalty: 1791.864380
	Iteration 12Q: 3 clusters Score -12987.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13015.565430 Penalty: 1791.864380
	Iteration 13Q: 3 clusters Score -13015.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13021.510742 Penalty: 1791.864380
	Iteration 14Q: 3 clusters Score -13021.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13021.510742 Penalty: 1791.864380
	Iteration 15F: 3 clusters Score -13021.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -58455.046875 Penalty: 1046.134644
	Iteration 0F: 2 clusters Score -58455.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57363.859375 Penalty: 2092.269287
	Iteration 0F: 3 clusters Score -57363.86 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57700.421875 Penalty: 2092.269287
	Iteration 1F: 3 clusters Score -57700.42 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57828.816406 Penalty: 2092.269287
	Iteration 2F: 3 clusters Score -57828.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57930.937500 Penalty: 2092.269287
	Iteration 3F: 3 clusters Score -57930.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58068.179688 Penalty: 2092.269287
	Iteration 4F: 3 clusters Score -58068.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58220.078125 Penalty: 2092.269287
	Iteration 5F: 3 clusters Score -58220.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58301.156250 Penalty: 2092.269287
	Iteration 6Q: 3 clusters Score -58301.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58379.550781 Penalty: 2092.269287
	Iteration 7Q: 3 clusters Score -58379.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58432.898438 Penalty: 2092.269287
	Iteration 8Q: 3 clusters Score -58432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58450.359375 Penalty: 2092.269287
	Iteration 9Q: 3 clusters Score -58450.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58458.992188 Penalty: 2092.269287
	Iteration 10Q: 3 clusters Score -58458.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58462.414062 Penalty: 2092.269287
	Iteration 11Q: 3 clusters Score -58462.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58465.640625 Penalty: 2092.269287
	Iteration 12Q: 3 clusters Score -58465.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58466.332031 Penalty: 2092.269287
	Iteration 13Q: 3 clusters Score -58466.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58468.683594 Penalty: 2092.269287
	Iteration 14Q: 3 clusters Score -58468.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58469.257812 Penalty: 2092.269287
	Iteration 15Q: 3 clusters Score -58469.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58469.257812 Penalty: 2092.269287
	Iteration 16F: 3 clusters Score -58469.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111516 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 22955 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82249 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31815 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 80159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32810 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94771 members 
Mstep: Class 44 contains 210 members 
Mstep: Class 45 contains 84030 members 
Mstep: Class 46 contains 127674 members 
Entering Unmasked Estep 
Score: -141748720.000000 Penalty: 104358.609375
Splitting cluster 30 changes total score from -141750528.000000 to -141748720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (80159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Entering Unmasked Estep 
Score: -10138499.000000 Penalty: 1834.912109
	Iteration 0F: 2 clusters Score -1.01385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -10084948.000000 Penalty: 3669.824219
	Iteration 0F: 3 clusters Score -1.008495e+07 nChanged 38103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -10107073.000000 Penalty: 3669.824219
	Iteration 1F: 3 clusters Score -1.010707e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -10107895.000000 Penalty: 3669.824219
	Iteration 2Q: 3 clusters Score -1.01079e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -10109085.000000 Penalty: 3669.824219
	Iteration 3Q: 3 clusters Score -1.010908e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -10110774.000000 Penalty: 3669.824219
	Iteration 4Q: 3 clusters Score -1.011077e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -10113407.000000 Penalty: 3669.824219
	Iteration 5F: 3 clusters Score -1.011341e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -10116864.000000 Penalty: 3669.824219
	Iteration 6F: 3 clusters Score -1.011686e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -10121028.000000 Penalty: 3669.824219
	Iteration 7F: 3 clusters Score -1.012103e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -10124485.000000 Penalty: 3669.824219
	Iteration 8F: 3 clusters Score -1.012448e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -10126791.000000 Penalty: 3669.824219
	Iteration 9Q: 3 clusters Score -1.012679e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -10128075.000000 Penalty: 3669.824219
	Iteration 10Q: 3 clusters Score -1.012808e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -10128914.000000 Penalty: 3669.824219
	Iteration 11Q: 3 clusters Score -1.012891e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -10129711.000000 Penalty: 3669.824219
	Iteration 12Q: 3 clusters Score -1.012971e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -10130451.000000 Penalty: 3669.824219
	Iteration 13Q: 3 clusters Score -1.013045e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -10131105.000000 Penalty: 3669.824219
	Iteration 14Q: 3 clusters Score -1.01311e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -10131846.000000 Penalty: 3669.824219
	Iteration 15Q: 3 clusters Score -1.013185e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -10132528.000000 Penalty: 3669.824219
	Iteration 16Q: 3 clusters Score -1.013253e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -10133159.000000 Penalty: 3669.824219
	Iteration 17Q: 3 clusters Score -1.013316e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -10133773.000000 Penalty: 3669.824219
	Iteration 18Q: 3 clusters Score -1.013377e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -10134249.000000 Penalty: 3669.824219
	Iteration 19Q: 3 clusters Score -1.013425e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -10134742.000000 Penalty: 3669.824219
	Iteration 20F: 3 clusters Score -1.013474e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10135218.000000 Penalty: 3669.824219
	Iteration 21Q: 3 clusters Score -1.013522e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10135684.000000 Penalty: 3669.824219
	Iteration 22Q: 3 clusters Score -1.013568e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -10136020.000000 Penalty: 3669.824219
	Iteration 23Q: 3 clusters Score -1.013602e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10136304.000000 Penalty: 3669.824219
	Iteration 24Q: 3 clusters Score -1.01363e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10136506.000000 Penalty: 3669.824219
	Iteration 25Q: 3 clusters Score -1.013651e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10136618.000000 Penalty: 3669.824219
	Iteration 26Q: 3 clusters Score -1.013662e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10136702.000000 Penalty: 3669.824219
	Iteration 27Q: 3 clusters Score -1.01367e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10136793.000000 Penalty: 3669.824219
	Iteration 28Q: 3 clusters Score -1.013679e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10136861.000000 Penalty: 3669.824219
	Iteration 29Q: 3 clusters Score -1.013686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10136903.000000 Penalty: 3669.824219
	Iteration 30Q: 3 clusters Score -1.01369e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10136911.000000 Penalty: 3669.824219
	Iteration 31Q: 3 clusters Score -1.013691e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10136948.000000 Penalty: 3669.824219
	Iteration 32Q: 3 clusters Score -1.013695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10136965.000000 Penalty: 3669.824219
	Iteration 33Q: 3 clusters Score -1.013696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10136982.000000 Penalty: 3669.824219
	Iteration 34Q: 3 clusters Score -1.013698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10137000.000000 Penalty: 3669.824219
	Iteration 35Q: 3 clusters Score -1.0137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10137003.000000 Penalty: 3669.824219
	Iteration 36Q: 3 clusters Score -1.0137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10137001.000000 Penalty: 3669.824219
	Iteration 37Q: 3 clusters Score -1.0137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10137015.000000 Penalty: 3669.824219
	Iteration 38Q: 3 clusters Score -1.013702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10137015.000000 Penalty: 3669.824219
	Iteration 39Q: 3 clusters Score -1.013702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10137035.000000 Penalty: 3669.824219
	Iteration 40F: 3 clusters Score -1.013704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10137049.000000 Penalty: 3669.824219
	Iteration 41Q: 3 clusters Score -1.013705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10137063.000000 Penalty: 3669.824219
	Iteration 42Q: 3 clusters Score -1.013706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10137066.000000 Penalty: 3669.824219
	Iteration 43Q: 3 clusters Score -1.013707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10137077.000000 Penalty: 3669.824219
	Iteration 44Q: 3 clusters Score -1.013708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10137070.000000 Penalty: 3669.824219
	Iteration 45Q: 3 clusters Score -1.013707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10137075.000000 Penalty: 3669.824219
	Iteration 46Q: 3 clusters Score -1.013708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10137079.000000 Penalty: 3669.824219
	Iteration 47Q: 3 clusters Score -1.013708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10137079.000000 Penalty: 3669.824219
	Iteration 48Q: 3 clusters Score -1.013708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10137078.000000 Penalty: 3669.824219
	Iteration 49Q: 3 clusters Score -1.013708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10137078.000000 Penalty: 3669.824219
	Iteration 50Q: 3 clusters Score -1.013708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10137082.000000 Penalty: 3669.824219
	Iteration 51Q: 3 clusters Score -1.013708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10137090.000000 Penalty: 3669.824219
	Iteration 52Q: 3 clusters Score -1.013709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10137082.000000 Penalty: 3669.824219
	Iteration 53Q: 3 clusters Score -1.013708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10137082.000000 Penalty: 3669.824219
	Iteration 54Q: 3 clusters Score -1.013708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10137085.000000 Penalty: 3669.824219
	Iteration 55Q: 3 clusters Score -1.013708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10137082.000000 Penalty: 3669.824219
	Iteration 56Q: 3 clusters Score -1.013708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79464 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10137087.000000 Penalty: 3669.824219
	Iteration 57Q: 3 clusters Score -1.013709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10137087.000000 Penalty: 3669.824219
	Iteration 58Q: 3 clusters Score -1.013709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10137090.000000 Penalty: 3669.824219
	Iteration 59Q: 3 clusters Score -1.013709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10137087.000000 Penalty: 3669.824219
	Iteration 60F: 3 clusters Score -1.013709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -35933.023438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -35933.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35039.011719 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -35039.01 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35614.578125 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -35614.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36045.582031 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -36045.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36219.488281 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -36219.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36331.644531 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -36331.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36366.199219 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -36366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36370.289062 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36370.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36370.937500 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -36370.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36375.132812 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -36375.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36377.445312 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -36377.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36377.445312 Penalty: 1991.941284
	Iteration 10F: 3 clusters Score -36377.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111516 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 22955 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82249 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31815 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80159 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 32810 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94771 members 
Mstep: Class 44 contains 206 members 
Mstep: Class 45 contains 84030 members 
Mstep: Class 46 contains 127674 members 
Entering Unmasked Estep 
Score: -141749264.000000 Penalty: 104358.609375
Splitting cluster 32 changes total score from -141750528.000000 to -141749264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (32810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Entering Unmasked Estep 
Score: -4163078.750000 Penalty: 1689.754517
	Iteration 0F: 2 clusters Score -4163079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4140965.000000 Penalty: 3379.509033
	Iteration 0F: 3 clusters Score -4140965 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4149450.250000 Penalty: 3379.509033
	Iteration 1F: 3 clusters Score -4149450 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4149996.500000 Penalty: 3379.509033
	Iteration 2Q: 3 clusters Score -4149996 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4150583.750000 Penalty: 3379.509033
	Iteration 3Q: 3 clusters Score -4150584 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4151402.250000 Penalty: 3379.509033
	Iteration 4F: 3 clusters Score -4151402 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4152492.250000 Penalty: 3379.509033
	Iteration 5F: 3 clusters Score -4152492 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4153954.750000 Penalty: 3379.509033
	Iteration 6F: 3 clusters Score -4153955 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4155797.500000 Penalty: 3379.509033
	Iteration 7F: 3 clusters Score -4155798 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4157409.000000 Penalty: 3379.509033
	Iteration 8F: 3 clusters Score -4157409 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4158487.250000 Penalty: 3379.509033
	Iteration 9Q: 3 clusters Score -4158487 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -4159048.500000 Penalty: 3379.509033
	Iteration 10Q: 3 clusters Score -4159048 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4159350.750000 Penalty: 3379.509033
	Iteration 11Q: 3 clusters Score -4159351 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4159546.500000 Penalty: 3379.509033
	Iteration 12Q: 3 clusters Score -4159546 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4159721.750000 Penalty: 3379.509033
	Iteration 13Q: 3 clusters Score -4159722 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4159855.250000 Penalty: 3379.509033
	Iteration 14Q: 3 clusters Score -4159855 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4159983.750000 Penalty: 3379.509033
	Iteration 15Q: 3 clusters Score -4159984 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4160083.250000 Penalty: 3379.509033
	Iteration 16Q: 3 clusters Score -4160083 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4160216.750000 Penalty: 3379.509033
	Iteration 17Q: 3 clusters Score -4160217 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4160334.750000 Penalty: 3379.509033
	Iteration 18Q: 3 clusters Score -4160335 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4160469.750000 Penalty: 3379.509033
	Iteration 19Q: 3 clusters Score -4160470 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4160571.000000 Penalty: 3379.509033
	Iteration 20F: 3 clusters Score -4160571 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4160727.750000 Penalty: 3379.509033
	Iteration 21Q: 3 clusters Score -4160728 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4160862.000000 Penalty: 3379.509033
	Iteration 22Q: 3 clusters Score -4160862 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4160987.750000 Penalty: 3379.509033
	Iteration 23Q: 3 clusters Score -4160988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4161100.250000 Penalty: 3379.509033
	Iteration 24Q: 3 clusters Score -4161100 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4161178.000000 Penalty: 3379.509033
	Iteration 25Q: 3 clusters Score -4161178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4161268.500000 Penalty: 3379.509033
	Iteration 26Q: 3 clusters Score -4161268 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4161328.750000 Penalty: 3379.509033
	Iteration 27Q: 3 clusters Score -4161329 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4161408.500000 Penalty: 3379.509033
	Iteration 28Q: 3 clusters Score -4161408 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4161462.250000 Penalty: 3379.509033
	Iteration 29Q: 3 clusters Score -4161462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4161509.750000 Penalty: 3379.509033
	Iteration 30Q: 3 clusters Score -4161510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4161548.250000 Penalty: 3379.509033
	Iteration 31Q: 3 clusters Score -4161548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4161596.250000 Penalty: 3379.509033
	Iteration 32Q: 3 clusters Score -4161596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4161621.250000 Penalty: 3379.509033
	Iteration 33Q: 3 clusters Score -4161621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4161640.000000 Penalty: 3379.509033
	Iteration 34Q: 3 clusters Score -4161640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4161653.250000 Penalty: 3379.509033
	Iteration 35Q: 3 clusters Score -4161653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4161672.500000 Penalty: 3379.509033
	Iteration 36Q: 3 clusters Score -4161672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4161686.250000 Penalty: 3379.509033
	Iteration 37Q: 3 clusters Score -4161686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4161696.500000 Penalty: 3379.509033
	Iteration 38Q: 3 clusters Score -4161696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4161701.250000 Penalty: 3379.509033
	Iteration 39Q: 3 clusters Score -4161701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4161711.750000 Penalty: 3379.509033
	Iteration 40F: 3 clusters Score -4161712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4161711.500000 Penalty: 3379.509033
	Iteration 41Q: 3 clusters Score -4161712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4161712.250000 Penalty: 3379.509033
	Iteration 42Q: 3 clusters Score -4161712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4161717.000000 Penalty: 3379.509033
	Iteration 43Q: 3 clusters Score -4161717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4161729.500000 Penalty: 3379.509033
	Iteration 44Q: 3 clusters Score -4161730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4161735.750000 Penalty: 3379.509033
	Iteration 45Q: 3 clusters Score -4161736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4161739.250000 Penalty: 3379.509033
	Iteration 46Q: 3 clusters Score -4161739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4161747.250000 Penalty: 3379.509033
	Iteration 47Q: 3 clusters Score -4161747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4161749.750000 Penalty: 3379.509033
	Iteration 48Q: 3 clusters Score -4161750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4161752.500000 Penalty: 3379.509033
	Iteration 49Q: 3 clusters Score -4161752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4161756.750000 Penalty: 3379.509033
	Iteration 50Q: 3 clusters Score -4161757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4161763.000000 Penalty: 3379.509033
	Iteration 51Q: 3 clusters Score -4161763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4161766.000000 Penalty: 3379.509033
	Iteration 52Q: 3 clusters Score -4161766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4161768.250000 Penalty: 3379.509033
	Iteration 53Q: 3 clusters Score -4161768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4161777.000000 Penalty: 3379.509033
	Iteration 54Q: 3 clusters Score -4161777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4161777.000000 Penalty: 3379.509033
	Iteration 55F: 3 clusters Score -4161777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Entering Unmasked Estep 
Score: -3365042.750000 Penalty: 1654.505737
	Iteration 0F: 2 clusters Score -3365043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3347140.250000 Penalty: 3309.011475
	Iteration 0F: 3 clusters Score -3347140 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3353877.750000 Penalty: 3309.011475
	Iteration 1F: 3 clusters Score -3353878 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3354251.500000 Penalty: 3309.011475
	Iteration 2Q: 3 clusters Score -3354252 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3354600.000000 Penalty: 3309.011475
	Iteration 3Q: 3 clusters Score -3354600 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3354976.000000 Penalty: 3309.011475
	Iteration 4Q: 3 clusters Score -3354976 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3355439.250000 Penalty: 3309.011475
	Iteration 5Q: 3 clusters Score -3355439 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3356011.500000 Penalty: 3309.011475
	Iteration 6Q: 3 clusters Score -3356012 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3356806.250000 Penalty: 3309.011475
	Iteration 7F: 3 clusters Score -3356806 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3357858.750000 Penalty: 3309.011475
	Iteration 8F: 3 clusters Score -3357859 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3359097.000000 Penalty: 3309.011475
	Iteration 9F: 3 clusters Score -3359097 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3360323.750000 Penalty: 3309.011475
	Iteration 10F: 3 clusters Score -3360324 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3361289.000000 Penalty: 3309.011475
	Iteration 11Q: 3 clusters Score -3361289 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3361956.250000 Penalty: 3309.011475
	Iteration 12Q: 3 clusters Score -3361956 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3362379.000000 Penalty: 3309.011475
	Iteration 13Q: 3 clusters Score -3362379 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3362663.500000 Penalty: 3309.011475
	Iteration 14Q: 3 clusters Score -3362664 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3362941.250000 Penalty: 3309.011475
	Iteration 15Q: 3 clusters Score -3362941 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3363093.250000 Penalty: 3309.011475
	Iteration 16Q: 3 clusters Score -3363093 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3363217.500000 Penalty: 3309.011475
	Iteration 17Q: 3 clusters Score -3363218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3363293.750000 Penalty: 3309.011475
	Iteration 18Q: 3 clusters Score -3363294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3363344.000000 Penalty: 3309.011475
	Iteration 19Q: 3 clusters Score -3363344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3363386.000000 Penalty: 3309.011475
	Iteration 20F: 3 clusters Score -3363386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3363432.500000 Penalty: 3309.011475
	Iteration 21Q: 3 clusters Score -3363432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3363470.250000 Penalty: 3309.011475
	Iteration 22Q: 3 clusters Score -3363470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3363499.250000 Penalty: 3309.011475
	Iteration 23Q: 3 clusters Score -3363499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3363526.750000 Penalty: 3309.011475
	Iteration 24Q: 3 clusters Score -3363527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3363541.500000 Penalty: 3309.011475
	Iteration 25Q: 3 clusters Score -3363542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3363560.000000 Penalty: 3309.011475
	Iteration 26Q: 3 clusters Score -3363560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3363569.750000 Penalty: 3309.011475
	Iteration 27Q: 3 clusters Score -3363570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3363580.500000 Penalty: 3309.011475
	Iteration 28Q: 3 clusters Score -3363580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3363588.750000 Penalty: 3309.011475
	Iteration 29Q: 3 clusters Score -3363589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3363600.500000 Penalty: 3309.011475
	Iteration 30Q: 3 clusters Score -3363600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3363606.500000 Penalty: 3309.011475
	Iteration 31Q: 3 clusters Score -3363606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3363610.500000 Penalty: 3309.011475
	Iteration 32Q: 3 clusters Score -3363610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3363612.500000 Penalty: 3309.011475
	Iteration 33Q: 3 clusters Score -3363612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3363617.250000 Penalty: 3309.011475
	Iteration 34Q: 3 clusters Score -3363617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3363618.500000 Penalty: 3309.011475
	Iteration 35Q: 3 clusters Score -3363618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3363622.250000 Penalty: 3309.011475
	Iteration 36Q: 3 clusters Score -3363622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3363619.750000 Penalty: 3309.011475
	Iteration 37Q: 3 clusters Score -3363620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3363619.750000 Penalty: 3309.011475
	Iteration 38F: 3 clusters Score -3363620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -52590.992188 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -52590.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51552.464844 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -51552.46 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51910.117188 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -51910.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52107.589844 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -52107.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52255.472656 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -52255.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52328.511719 Penalty: 2041.736694
	Iteration 4F: 3 clusters Score -52328.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52380.210938 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -52380.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52432.503906 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -52432.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52477.500000 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -52477.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52512.250000 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -52512.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52533.429688 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -52533.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52547.957031 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -52547.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52563.382812 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -52563.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52573.300781 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -52573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52573.300781 Penalty: 2041.736694
	Iteration 13F: 3 clusters Score -52573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Entering Unmasked Estep 
Score: -2115301.500000 Penalty: 1585.317383
	Iteration 0F: 2 clusters Score -2115302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2103475.250000 Penalty: 3170.634766
	Iteration 0F: 3 clusters Score -2103475 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2107625.750000 Penalty: 3170.634766
	Iteration 1F: 3 clusters Score -2107626 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2107985.750000 Penalty: 3170.634766
	Iteration 2F: 3 clusters Score -2107986 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2108321.750000 Penalty: 3170.634766
	Iteration 3Q: 3 clusters Score -2108322 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2108635.500000 Penalty: 3170.634766
	Iteration 4Q: 3 clusters Score -2108636 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2108966.750000 Penalty: 3170.634766
	Iteration 5Q: 3 clusters Score -2108967 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2109282.000000 Penalty: 3170.634766
	Iteration 6Q: 3 clusters Score -2109282 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2109563.250000 Penalty: 3170.634766
	Iteration 7Q: 3 clusters Score -2109563 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2109858.250000 Penalty: 3170.634766
	Iteration 8Q: 3 clusters Score -2109858 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2110204.500000 Penalty: 3170.634766
	Iteration 9Q: 3 clusters Score -2110204 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2110625.750000 Penalty: 3170.634766
	Iteration 10Q: 3 clusters Score -2110626 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2111016.250000 Penalty: 3170.634766
	Iteration 11Q: 3 clusters Score -2111016 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2111341.000000 Penalty: 3170.634766
	Iteration 12Q: 3 clusters Score -2111341 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2111658.500000 Penalty: 3170.634766
	Iteration 13Q: 3 clusters Score -2111658 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2111943.750000 Penalty: 3170.634766
	Iteration 14Q: 3 clusters Score -2111944 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2112198.250000 Penalty: 3170.634766
	Iteration 15Q: 3 clusters Score -2112198 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2112432.750000 Penalty: 3170.634766
	Iteration 16Q: 3 clusters Score -2112433 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2112663.500000 Penalty: 3170.634766
	Iteration 17Q: 3 clusters Score -2112664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2112903.000000 Penalty: 3170.634766
	Iteration 18Q: 3 clusters Score -2112903 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2113120.500000 Penalty: 3170.634766
	Iteration 19Q: 3 clusters Score -2113120 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2113279.250000 Penalty: 3170.634766
	Iteration 20F: 3 clusters Score -2113279 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2113403.250000 Penalty: 3170.634766
	Iteration 21Q: 3 clusters Score -2113403 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2113485.750000 Penalty: 3170.634766
	Iteration 22Q: 3 clusters Score -2113486 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2113568.500000 Penalty: 3170.634766
	Iteration 23Q: 3 clusters Score -2113568 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2113636.750000 Penalty: 3170.634766
	Iteration 24Q: 3 clusters Score -2113637 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2113701.000000 Penalty: 3170.634766
	Iteration 25Q: 3 clusters Score -2113701 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2113756.750000 Penalty: 3170.634766
	Iteration 26Q: 3 clusters Score -2113757 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2113794.250000 Penalty: 3170.634766
	Iteration 27Q: 3 clusters Score -2113794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2113833.250000 Penalty: 3170.634766
	Iteration 28Q: 3 clusters Score -2113833 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2113883.250000 Penalty: 3170.634766
	Iteration 29Q: 3 clusters Score -2113883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2113917.000000 Penalty: 3170.634766
	Iteration 30Q: 3 clusters Score -2113917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2113947.000000 Penalty: 3170.634766
	Iteration 31Q: 3 clusters Score -2113947 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2113973.500000 Penalty: 3170.634766
	Iteration 32Q: 3 clusters Score -2113974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2113999.250000 Penalty: 3170.634766
	Iteration 33Q: 3 clusters Score -2113999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2114013.500000 Penalty: 3170.634766
	Iteration 34Q: 3 clusters Score -2114014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2114035.000000 Penalty: 3170.634766
	Iteration 35Q: 3 clusters Score -2114035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2114063.750000 Penalty: 3170.634766
	Iteration 36Q: 3 clusters Score -2114064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2114091.500000 Penalty: 3170.634766
	Iteration 37Q: 3 clusters Score -2114092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2114104.250000 Penalty: 3170.634766
	Iteration 38Q: 3 clusters Score -2114104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2114121.500000 Penalty: 3170.634766
	Iteration 39Q: 3 clusters Score -2114122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2114127.000000 Penalty: 3170.634766
	Iteration 40F: 3 clusters Score -2114127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2114149.750000 Penalty: 3170.634766
	Iteration 41Q: 3 clusters Score -2114150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2114158.000000 Penalty: 3170.634766
	Iteration 42Q: 3 clusters Score -2114158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2114166.250000 Penalty: 3170.634766
	Iteration 43Q: 3 clusters Score -2114166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2114172.000000 Penalty: 3170.634766
	Iteration 44Q: 3 clusters Score -2114172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2114173.250000 Penalty: 3170.634766
	Iteration 45Q: 3 clusters Score -2114173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2114176.250000 Penalty: 3170.634766
	Iteration 46Q: 3 clusters Score -2114176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2114177.500000 Penalty: 3170.634766
	Iteration 47Q: 3 clusters Score -2114178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2114183.500000 Penalty: 3170.634766
	Iteration 48Q: 3 clusters Score -2114184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2114184.750000 Penalty: 3170.634766
	Iteration 49Q: 3 clusters Score -2114185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2114188.000000 Penalty: 3170.634766
	Iteration 50Q: 3 clusters Score -2114188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2114198.500000 Penalty: 3170.634766
	Iteration 51Q: 3 clusters Score -2114198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2114193.250000 Penalty: 3170.634766
	Iteration 52Q: 3 clusters Score -2114193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2114196.500000 Penalty: 3170.634766
	Iteration 53Q: 3 clusters Score -2114196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2114199.750000 Penalty: 3170.634766
	Iteration 54Q: 3 clusters Score -2114200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2114203.500000 Penalty: 3170.634766
	Iteration 55Q: 3 clusters Score -2114204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2114208.000000 Penalty: 3170.634766
	Iteration 56Q: 3 clusters Score -2114208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2114210.500000 Penalty: 3170.634766
	Iteration 57Q: 3 clusters Score -2114210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2114216.750000 Penalty: 3170.634766
	Iteration 58Q: 3 clusters Score -2114217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2114220.000000 Penalty: 3170.634766
	Iteration 59Q: 3 clusters Score -2114220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2114222.250000 Penalty: 3170.634766
	Iteration 60F: 3 clusters Score -2114222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2114226.250000 Penalty: 3170.634766
	Iteration 61Q: 3 clusters Score -2114226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2114227.750000 Penalty: 3170.634766
	Iteration 62Q: 3 clusters Score -2114228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2114230.500000 Penalty: 3170.634766
	Iteration 63Q: 3 clusters Score -2114230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2114231.500000 Penalty: 3170.634766
	Iteration 64Q: 3 clusters Score -2114232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2114235.750000 Penalty: 3170.634766
	Iteration 65Q: 3 clusters Score -2114236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2114238.000000 Penalty: 3170.634766
	Iteration 66Q: 3 clusters Score -2114238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2114239.750000 Penalty: 3170.634766
	Iteration 67Q: 3 clusters Score -2114240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2114238.750000 Penalty: 3170.634766
	Iteration 68Q: 3 clusters Score -2114239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2114241.250000 Penalty: 3170.634766
	Iteration 69Q: 3 clusters Score -2114241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2114241.250000 Penalty: 3170.634766
	Iteration 70Q: 3 clusters Score -2114241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2114241.250000 Penalty: 3170.634766
	Iteration 71F: 3 clusters Score -2114241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -873433.125000 Penalty: 1441.162842
	Iteration 0F: 2 clusters Score -873433.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -868121.500000 Penalty: 2882.325684
	Iteration 0F: 3 clusters Score -868121.5 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -869626.687500 Penalty: 2882.325684
	Iteration 1F: 3 clusters Score -869626.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -869846.250000 Penalty: 2882.325684
	Iteration 2F: 3 clusters Score -869846.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -870039.625000 Penalty: 2882.325684
	Iteration 3F: 3 clusters Score -870039.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -870199.125000 Penalty: 2882.325684
	Iteration 4Q: 3 clusters Score -870199.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -870348.125000 Penalty: 2882.325684
	Iteration 5Q: 3 clusters Score -870348.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -870463.812500 Penalty: 2882.325684
	Iteration 6Q: 3 clusters Score -870463.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -870575.687500 Penalty: 2882.325684
	Iteration 7Q: 3 clusters Score -870575.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -870687.750000 Penalty: 2882.325684
	Iteration 8Q: 3 clusters Score -870687.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -870788.250000 Penalty: 2882.325684
	Iteration 9Q: 3 clusters Score -870788.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -870896.312500 Penalty: 2882.325684
	Iteration 10Q: 3 clusters Score -870896.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -870999.500000 Penalty: 2882.325684
	Iteration 11Q: 3 clusters Score -870999.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -871130.562500 Penalty: 2882.325684
	Iteration 12Q: 3 clusters Score -871130.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -871268.875000 Penalty: 2882.325684
	Iteration 13Q: 3 clusters Score -871268.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -871421.750000 Penalty: 2882.325684
	Iteration 14Q: 3 clusters Score -871421.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -871605.937500 Penalty: 2882.325684
	Iteration 15Q: 3 clusters Score -871605.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -871795.625000 Penalty: 2882.325684
	Iteration 16Q: 3 clusters Score -871795.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -871943.625000 Penalty: 2882.325684
	Iteration 17Q: 3 clusters Score -871943.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -872028.562500 Penalty: 2882.325684
	Iteration 18Q: 3 clusters Score -872028.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -872074.500000 Penalty: 2882.325684
	Iteration 19Q: 3 clusters Score -872074.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -872101.062500 Penalty: 2882.325684
	Iteration 20F: 3 clusters Score -872101.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -872125.250000 Penalty: 2882.325684
	Iteration 21Q: 3 clusters Score -872125.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -872141.375000 Penalty: 2882.325684
	Iteration 22Q: 3 clusters Score -872141.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -872154.125000 Penalty: 2882.325684
	Iteration 23Q: 3 clusters Score -872154.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -872163.937500 Penalty: 2882.325684
	Iteration 24Q: 3 clusters Score -872163.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -872177.562500 Penalty: 2882.325684
	Iteration 25Q: 3 clusters Score -872177.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -872186.750000 Penalty: 2882.325684
	Iteration 26Q: 3 clusters Score -872186.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -872195.000000 Penalty: 2882.325684
	Iteration 27Q: 3 clusters Score -872195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -872197.125000 Penalty: 2882.325684
	Iteration 28Q: 3 clusters Score -872197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -872199.250000 Penalty: 2882.325684
	Iteration 29Q: 3 clusters Score -872199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -872204.750000 Penalty: 2882.325684
	Iteration 30Q: 3 clusters Score -872204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -872211.187500 Penalty: 2882.325684
	Iteration 31Q: 3 clusters Score -872211.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -872214.937500 Penalty: 2882.325684
	Iteration 32Q: 3 clusters Score -872214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -872221.562500 Penalty: 2882.325684
	Iteration 33Q: 3 clusters Score -872221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -872228.125000 Penalty: 2882.325684
	Iteration 34Q: 3 clusters Score -872228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -872230.000000 Penalty: 2882.325684
	Iteration 35Q: 3 clusters Score -872230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -872231.375000 Penalty: 2882.325684
	Iteration 36Q: 3 clusters Score -872231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -872233.625000 Penalty: 2882.325684
	Iteration 37Q: 3 clusters Score -872233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -872236.875000 Penalty: 2882.325684
	Iteration 38Q: 3 clusters Score -872236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -872237.250000 Penalty: 2882.325684
	Iteration 39Q: 3 clusters Score -872237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -872236.687500 Penalty: 2882.325684
	Iteration 40F: 3 clusters Score -872236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -872236.875000 Penalty: 2882.325684
	Iteration 41Q: 3 clusters Score -872236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -872238.125000 Penalty: 2882.325684
	Iteration 42Q: 3 clusters Score -872238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -872239.687500 Penalty: 2882.325684
	Iteration 43Q: 3 clusters Score -872239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -872240.000000 Penalty: 2882.325684
	Iteration 44Q: 3 clusters Score -872240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -872239.250000 Penalty: 2882.325684
	Iteration 45Q: 3 clusters Score -872239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -872241.062500 Penalty: 2882.325684
	Iteration 46Q: 3 clusters Score -872241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -872240.375000 Penalty: 2882.325684
	Iteration 47Q: 3 clusters Score -872240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -872241.625000 Penalty: 2882.325684
	Iteration 48Q: 3 clusters Score -872241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -872241.312500 Penalty: 2882.325684
	Iteration 49Q: 3 clusters Score -872241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -872240.687500 Penalty: 2882.325684
	Iteration 50Q: 3 clusters Score -872240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -872242.812500 Penalty: 2882.325684
	Iteration 51Q: 3 clusters Score -872242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -872243.187500 Penalty: 2882.325684
	Iteration 52Q: 3 clusters Score -872243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -872243.187500 Penalty: 2882.325684
	Iteration 53F: 3 clusters Score -872243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -51748.937500 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -51748.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50722.445312 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -50722.45 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50855.906250 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -50855.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50892.089844 Penalty: 1989.096680
	Iteration 2Q: 3 clusters Score -50892.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50900.140625 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -50900.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50902.796875 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -50902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50909.132812 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -50909.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50911.128906 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -50911.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50912.445312 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -50912.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50914.648438 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -50914.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50914.648438 Penalty: 1989.096680
	Iteration 9F: 3 clusters Score -50914.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -141953.875000 Penalty: 1159.936890
	Iteration 0F: 2 clusters Score -141953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140375.109375 Penalty: 2319.873779
	Iteration 0F: 3 clusters Score -140375.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140864.000000 Penalty: 2319.873779
	Iteration 1F: 3 clusters Score -140864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141051.875000 Penalty: 2319.873779
	Iteration 2F: 3 clusters Score -141051.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -141137.031250 Penalty: 2319.873779
	Iteration 3F: 3 clusters Score -141137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141203.671875 Penalty: 2319.873779
	Iteration 4Q: 3 clusters Score -141203.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -141254.890625 Penalty: 2319.873779
	Iteration 5Q: 3 clusters Score -141254.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141286.687500 Penalty: 2319.873779
	Iteration 6Q: 3 clusters Score -141286.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141318.500000 Penalty: 2319.873779
	Iteration 7Q: 3 clusters Score -141318.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141342.078125 Penalty: 2319.873779
	Iteration 8Q: 3 clusters Score -141342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -141359.156250 Penalty: 2319.873779
	Iteration 9Q: 3 clusters Score -141359.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -141378.765625 Penalty: 2319.873779
	Iteration 10Q: 3 clusters Score -141378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -141394.765625 Penalty: 2319.873779
	Iteration 11Q: 3 clusters Score -141394.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -141412.734375 Penalty: 2319.873779
	Iteration 12Q: 3 clusters Score -141412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -141432.000000 Penalty: 2319.873779
	Iteration 13Q: 3 clusters Score -141432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -141445.078125 Penalty: 2319.873779
	Iteration 14Q: 3 clusters Score -141445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -141448.578125 Penalty: 2319.873779
	Iteration 15Q: 3 clusters Score -141448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -141450.953125 Penalty: 2319.873779
	Iteration 16Q: 3 clusters Score -141451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -141451.765625 Penalty: 2319.873779
	Iteration 17Q: 3 clusters Score -141451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -141452.015625 Penalty: 2319.873779
	Iteration 18Q: 3 clusters Score -141452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -141453.312500 Penalty: 2319.873779
	Iteration 19Q: 3 clusters Score -141453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -141453.312500 Penalty: 2319.873779
	Iteration 20F: 3 clusters Score -141453.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6774.639160 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -6774.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6110.391113 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -6110.391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6252.351562 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -6252.352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6274.641602 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -6274.642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6282.519531 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -6282.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6286.208984 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -6286.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6287.638184 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -6287.638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6287.638184 Penalty: 1717.041138
	Iteration 6F: 3 clusters Score -6287.638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Entering Unmasked Estep 
Score: -2139497.750000 Penalty: 1582.620361
	Iteration 0F: 2 clusters Score -2139498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2127886.750000 Penalty: 3165.240723
	Iteration 0F: 3 clusters Score -2127887 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2131811.250000 Penalty: 3165.240723
	Iteration 1F: 3 clusters Score -2131811 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2132071.000000 Penalty: 3165.240723
	Iteration 2Q: 3 clusters Score -2132071 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2132297.000000 Penalty: 3165.240723
	Iteration 3Q: 3 clusters Score -2132297 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2132535.250000 Penalty: 3165.240723
	Iteration 4Q: 3 clusters Score -2132535 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2132824.000000 Penalty: 3165.240723
	Iteration 5Q: 3 clusters Score -2132824 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2133195.500000 Penalty: 3165.240723
	Iteration 6Q: 3 clusters Score -2133196 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2133749.000000 Penalty: 3165.240723
	Iteration 7F: 3 clusters Score -2133749 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2134565.750000 Penalty: 3165.240723
	Iteration 8F: 3 clusters Score -2134566 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2135575.250000 Penalty: 3165.240723
	Iteration 9F: 3 clusters Score -2135575 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2136599.500000 Penalty: 3165.240723
	Iteration 10F: 3 clusters Score -2136600 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2137361.000000 Penalty: 3165.240723
	Iteration 11Q: 3 clusters Score -2137361 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2137758.750000 Penalty: 3165.240723
	Iteration 12Q: 3 clusters Score -2137759 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2137912.250000 Penalty: 3165.240723
	Iteration 13Q: 3 clusters Score -2137912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2137981.750000 Penalty: 3165.240723
	Iteration 14Q: 3 clusters Score -2137982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2138030.500000 Penalty: 3165.240723
	Iteration 15Q: 3 clusters Score -2138030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2138055.500000 Penalty: 3165.240723
	Iteration 16Q: 3 clusters Score -2138056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2138072.000000 Penalty: 3165.240723
	Iteration 17Q: 3 clusters Score -2138072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2138078.500000 Penalty: 3165.240723
	Iteration 18Q: 3 clusters Score -2138078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2138085.500000 Penalty: 3165.240723
	Iteration 19Q: 3 clusters Score -2138086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2138086.500000 Penalty: 3165.240723
	Iteration 20F: 3 clusters Score -2138086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2138087.250000 Penalty: 3165.240723
	Iteration 21Q: 3 clusters Score -2138087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2138090.500000 Penalty: 3165.240723
	Iteration 22Q: 3 clusters Score -2138090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2138094.250000 Penalty: 3165.240723
	Iteration 23Q: 3 clusters Score -2138094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2138093.750000 Penalty: 3165.240723
	Iteration 24Q: 3 clusters Score -2138094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2138093.750000 Penalty: 3165.240723
	Iteration 25F: 3 clusters Score -2138094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51076.656250 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -51076.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50018.722656 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -50018.72 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50167.242188 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -50167.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50215.996094 Penalty: 1981.143066
	Iteration 2Q: 3 clusters Score -50216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50256.726562 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -50256.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50279.355469 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50279.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50292.753906 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50292.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50301.363281 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50301.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50303.066406 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50303.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50303.691406 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50303.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50305.621094 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -50305.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50305.621094 Penalty: 1981.143066
	Iteration 10F: 3 clusters Score -50305.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (94771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Entering Unmasked Estep 
Score: -12037437.000000 Penalty: 1862.123047
	Iteration 0F: 2 clusters Score -1.203744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -11976614.000000 Penalty: 3724.246094
	Iteration 0F: 3 clusters Score -1.197661e+07 nChanged 45072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -12003157.000000 Penalty: 3724.246094
	Iteration 1F: 3 clusters Score -1.200316e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -12003912.000000 Penalty: 3724.246094
	Iteration 2Q: 3 clusters Score -1.200391e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -12005041.000000 Penalty: 3724.246094
	Iteration 3Q: 3 clusters Score -1.200504e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -12006497.000000 Penalty: 3724.246094
	Iteration 4Q: 3 clusters Score -1.20065e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -12008951.000000 Penalty: 3724.246094
	Iteration 5Q: 3 clusters Score -1.200895e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -12012739.000000 Penalty: 3724.246094
	Iteration 6F: 3 clusters Score -1.201274e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -12017532.000000 Penalty: 3724.246094
	Iteration 7F: 3 clusters Score -1.201753e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -12022065.000000 Penalty: 3724.246094
	Iteration 8F: 3 clusters Score -1.202206e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -12025655.000000 Penalty: 3724.246094
	Iteration 9F: 3 clusters Score -1.202566e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -12027946.000000 Penalty: 3724.246094
	Iteration 10Q: 3 clusters Score -1.202795e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -12029503.000000 Penalty: 3724.246094
	Iteration 11Q: 3 clusters Score -1.20295e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -12030678.000000 Penalty: 3724.246094
	Iteration 12Q: 3 clusters Score -1.203068e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -12031669.000000 Penalty: 3724.246094
	Iteration 13Q: 3 clusters Score -1.203167e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -12032466.000000 Penalty: 3724.246094
	Iteration 14Q: 3 clusters Score -1.203247e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -12033144.000000 Penalty: 3724.246094
	Iteration 15Q: 3 clusters Score -1.203314e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -12033739.000000 Penalty: 3724.246094
	Iteration 16Q: 3 clusters Score -1.203374e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -12034211.000000 Penalty: 3724.246094
	Iteration 17Q: 3 clusters Score -1.203421e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 91738 members 
Entering Unmasked Estep 
Score: -12034508.000000 Penalty: 3724.246094
	Iteration 18Q: 3 clusters Score -1.203451e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -12034790.000000 Penalty: 3724.246094
	Iteration 19Q: 3 clusters Score -1.203479e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -12034997.000000 Penalty: 3724.246094
	Iteration 20F: 3 clusters Score -1.2035e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -12035137.000000 Penalty: 3724.246094
	Iteration 21Q: 3 clusters Score -1.203514e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -12035295.000000 Penalty: 3724.246094
	Iteration 22Q: 3 clusters Score -1.20353e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -12035382.000000 Penalty: 3724.246094
	Iteration 23Q: 3 clusters Score -1.203538e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -12035447.000000 Penalty: 3724.246094
	Iteration 24Q: 3 clusters Score -1.203545e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -12035502.000000 Penalty: 3724.246094
	Iteration 25Q: 3 clusters Score -1.20355e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -12035552.000000 Penalty: 3724.246094
	Iteration 26Q: 3 clusters Score -1.203555e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -12035591.000000 Penalty: 3724.246094
	Iteration 27Q: 3 clusters Score -1.203559e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -12035628.000000 Penalty: 3724.246094
	Iteration 28Q: 3 clusters Score -1.203563e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12035687.000000 Penalty: 3724.246094
	Iteration 29Q: 3 clusters Score -1.203569e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -12035711.000000 Penalty: 3724.246094
	Iteration 30Q: 3 clusters Score -1.203571e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -12035713.000000 Penalty: 3724.246094
	Iteration 31Q: 3 clusters Score -1.203571e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -12035722.000000 Penalty: 3724.246094
	Iteration 32Q: 3 clusters Score -1.203572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -12035759.000000 Penalty: 3724.246094
	Iteration 33Q: 3 clusters Score -1.203576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -12035760.000000 Penalty: 3724.246094
	Iteration 34Q: 3 clusters Score -1.203576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -12035772.000000 Penalty: 3724.246094
	Iteration 35Q: 3 clusters Score -1.203577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -12035784.000000 Penalty: 3724.246094
	Iteration 36Q: 3 clusters Score -1.203578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -12035789.000000 Penalty: 3724.246094
	Iteration 37Q: 3 clusters Score -1.203579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -12035795.000000 Penalty: 3724.246094
	Iteration 38Q: 3 clusters Score -1.20358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -12035816.000000 Penalty: 3724.246094
	Iteration 39Q: 3 clusters Score -1.203582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -12035816.000000 Penalty: 3724.246094
	Iteration 40F: 3 clusters Score -1.203582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -12035828.000000 Penalty: 3724.246094
	Iteration 41Q: 3 clusters Score -1.203583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -12035831.000000 Penalty: 3724.246094
	Iteration 42Q: 3 clusters Score -1.203583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -12035835.000000 Penalty: 3724.246094
	Iteration 43Q: 3 clusters Score -1.203584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -12035844.000000 Penalty: 3724.246094
	Iteration 44Q: 3 clusters Score -1.203584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -12035852.000000 Penalty: 3724.246094
	Iteration 45Q: 3 clusters Score -1.203585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -12035848.000000 Penalty: 3724.246094
	Iteration 46Q: 3 clusters Score -1.203585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -12035848.000000 Penalty: 3724.246094
	Iteration 47F: 3 clusters Score -1.203585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (84030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Entering Unmasked Estep 
Score: -10594901.000000 Penalty: 1842.576050
	Iteration 0F: 2 clusters Score -1.05949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -10539963.000000 Penalty: 3685.152100
	Iteration 0F: 3 clusters Score -1.053996e+07 nChanged 39898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -10563134.000000 Penalty: 3685.152100
	Iteration 1F: 3 clusters Score -1.056313e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -10564311.000000 Penalty: 3685.152100
	Iteration 2Q: 3 clusters Score -1.056431e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -10566378.000000 Penalty: 3685.152100
	Iteration 3F: 3 clusters Score -1.056638e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -10570121.000000 Penalty: 3685.152100
	Iteration 4F: 3 clusters Score -1.057012e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -10575880.000000 Penalty: 3685.152100
	Iteration 5F: 3 clusters Score -1.057588e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -10582877.000000 Penalty: 3685.152100
	Iteration 6F: 3 clusters Score -1.058288e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -10588688.000000 Penalty: 3685.152100
	Iteration 7F: 3 clusters Score -1.058869e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10591641.000000 Penalty: 3685.152100
	Iteration 8Q: 3 clusters Score -1.059164e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10592724.000000 Penalty: 3685.152100
	Iteration 9Q: 3 clusters Score -1.059272e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10593050.000000 Penalty: 3685.152100
	Iteration 10Q: 3 clusters Score -1.059305e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10593133.000000 Penalty: 3685.152100
	Iteration 11Q: 3 clusters Score -1.059313e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10593193.000000 Penalty: 3685.152100
	Iteration 12Q: 3 clusters Score -1.059319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10593225.000000 Penalty: 3685.152100
	Iteration 13Q: 3 clusters Score -1.059322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10593247.000000 Penalty: 3685.152100
	Iteration 14Q: 3 clusters Score -1.059325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10593254.000000 Penalty: 3685.152100
	Iteration 15Q: 3 clusters Score -1.059325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10593265.000000 Penalty: 3685.152100
	Iteration 16Q: 3 clusters Score -1.059326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10593283.000000 Penalty: 3685.152100
	Iteration 17Q: 3 clusters Score -1.059328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10593289.000000 Penalty: 3685.152100
	Iteration 18Q: 3 clusters Score -1.059329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10593290.000000 Penalty: 3685.152100
	Iteration 19Q: 3 clusters Score -1.059329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10593285.000000 Penalty: 3685.152100
	Iteration 20F: 3 clusters Score -1.059328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10593283.000000 Penalty: 3685.152100
	Iteration 21Q: 3 clusters Score -1.059328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10593288.000000 Penalty: 3685.152100
	Iteration 22Q: 3 clusters Score -1.059329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10593285.000000 Penalty: 3685.152100
	Iteration 23Q: 3 clusters Score -1.059328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10593286.000000 Penalty: 3685.152100
	Iteration 24Q: 3 clusters Score -1.059329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10593281.000000 Penalty: 3685.152100
	Iteration 25Q: 3 clusters Score -1.059328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10593281.000000 Penalty: 3685.152100
	Iteration 26F: 3 clusters Score -1.059328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (127674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Entering Unmasked Estep 
Score: -16182144.000000 Penalty: 1910.550781
	Iteration 0F: 2 clusters Score -1.618214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -16113707.000000 Penalty: 3821.101562
	Iteration 0F: 3 clusters Score -1.611371e+07 nChanged 61142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -16149539.000000 Penalty: 3821.101562
	Iteration 1F: 3 clusters Score -1.614954e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -16150442.000000 Penalty: 3821.101562
	Iteration 2Q: 3 clusters Score -1.615044e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -16151675.000000 Penalty: 3821.101562
	Iteration 3Q: 3 clusters Score -1.615168e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -16153494.000000 Penalty: 3821.101562
	Iteration 4Q: 3 clusters Score -1.615349e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -16156139.000000 Penalty: 3821.101562
	Iteration 5Q: 3 clusters Score -1.615614e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -16160215.000000 Penalty: 3821.101562
	Iteration 6F: 3 clusters Score -1.616022e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -16165503.000000 Penalty: 3821.101562
	Iteration 7F: 3 clusters Score -1.61655e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -16171649.000000 Penalty: 3821.101562
	Iteration 8F: 3 clusters Score -1.617165e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -16176249.000000 Penalty: 3821.101562
	Iteration 9F: 3 clusters Score -1.617625e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -16178062.000000 Penalty: 3821.101562
	Iteration 10Q: 3 clusters Score -1.617806e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -16178712.000000 Penalty: 3821.101562
	Iteration 11Q: 3 clusters Score -1.617871e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -16179083.000000 Penalty: 3821.101562
	Iteration 12Q: 3 clusters Score -1.617908e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -16179428.000000 Penalty: 3821.101562
	Iteration 13Q: 3 clusters Score -1.617943e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -16179756.000000 Penalty: 3821.101562
	Iteration 14Q: 3 clusters Score -1.617976e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -16180117.000000 Penalty: 3821.101562
	Iteration 15Q: 3 clusters Score -1.618012e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -16180432.000000 Penalty: 3821.101562
	Iteration 16Q: 3 clusters Score -1.618043e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -16180777.000000 Penalty: 3821.101562
	Iteration 17Q: 3 clusters Score -1.618078e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -16181022.000000 Penalty: 3821.101562
	Iteration 18Q: 3 clusters Score -1.618102e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -16181367.000000 Penalty: 3821.101562
	Iteration 19Q: 3 clusters Score -1.618137e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -16181571.000000 Penalty: 3821.101562
	Iteration 20F: 3 clusters Score -1.618157e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -16181880.000000 Penalty: 3821.101562
	Iteration 21Q: 3 clusters Score -1.618188e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -16182037.000000 Penalty: 3821.101562
	Iteration 22Q: 3 clusters Score -1.618204e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -16182128.000000 Penalty: 3821.101562
	Iteration 23Q: 3 clusters Score -1.618213e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -16182276.000000 Penalty: 3821.101562
	Iteration 24Q: 3 clusters Score -1.618228e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -16182505.000000 Penalty: 3821.101562
	Iteration 25Q: 3 clusters Score -1.61825e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -16182695.000000 Penalty: 3821.101562
	Iteration 26Q: 3 clusters Score -1.61827e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -16182847.000000 Penalty: 3821.101562
	Iteration 27Q: 3 clusters Score -1.618285e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -16182974.000000 Penalty: 3821.101562
	Iteration 28Q: 3 clusters Score -1.618297e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -16183114.000000 Penalty: 3821.101562
	Iteration 29Q: 3 clusters Score -1.618311e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -16183240.000000 Penalty: 3821.101562
	Iteration 30Q: 3 clusters Score -1.618324e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -16183365.000000 Penalty: 3821.101562
	Iteration 31Q: 3 clusters Score -1.618336e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -16183534.000000 Penalty: 3821.101562
	Iteration 32Q: 3 clusters Score -1.618353e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -16183650.000000 Penalty: 3821.101562
	Iteration 33Q: 3 clusters Score -1.618365e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -16183840.000000 Penalty: 3821.101562
	Iteration 34Q: 3 clusters Score -1.618384e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -16183932.000000 Penalty: 3821.101562
	Iteration 35Q: 3 clusters Score -1.618393e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -16184203.000000 Penalty: 3821.101562
	Iteration 36Q: 3 clusters Score -1.61842e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -16184628.000000 Penalty: 3821.101562
	Iteration 37Q: 3 clusters Score -1.618463e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -16185011.000000 Penalty: 3821.101562
	Iteration 38Q: 3 clusters Score -1.618501e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -16185405.000000 Penalty: 3821.101562
	Iteration 39Q: 3 clusters Score -1.61854e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -16185822.000000 Penalty: 3821.101562
	Iteration 40F: 3 clusters Score -1.618582e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -16185836.000000 Penalty: 3821.101562
	Iteration 41Q: 3 clusters Score -1.618584e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -16185868.000000 Penalty: 3821.101562
	Iteration 42Q: 3 clusters Score -1.618587e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109957 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -16185751.000000 Penalty: 3821.101562
	Iteration 43Q: 3 clusters Score -1.618575e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113227 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -16186030.000000 Penalty: 3821.101562
	Iteration 44Q: 3 clusters Score -1.618603e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -16185569.000000 Penalty: 3821.101562
	Iteration 45Q: 3 clusters Score -1.618557e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -16184641.000000 Penalty: 3821.101562
	Iteration 46Q: 3 clusters Score -1.618464e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -16183348.000000 Penalty: 3821.101562
	Iteration 47Q: 3 clusters Score -1.618335e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124524 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -16182250.000000 Penalty: 3821.101562
	Iteration 48Q: 3 clusters Score -1.618225e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125835 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -16181598.000000 Penalty: 3821.101562
	Iteration 49Q: 3 clusters Score -1.61816e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -16180980.000000 Penalty: 3821.101562
	Iteration 50Q: 3 clusters Score -1.618098e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16180815.000000 Penalty: 3821.101562
	Iteration 51Q: 3 clusters Score -1.618082e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127170 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16180713.000000 Penalty: 3821.101562
	Iteration 52Q: 3 clusters Score -1.618071e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -16180707.000000 Penalty: 3821.101562
	Iteration 53Q: 3 clusters Score -1.618071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16180693.000000 Penalty: 3821.101562
	Iteration 54Q: 3 clusters Score -1.618069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127346 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16180705.000000 Penalty: 3821.101562
	Iteration 55Q: 3 clusters Score -1.61807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127366 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16180680.000000 Penalty: 3821.101562
	Iteration 56Q: 3 clusters Score -1.618068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16180676.000000 Penalty: 3821.101562
	Iteration 57Q: 3 clusters Score -1.618068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127379 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16180689.000000 Penalty: 3821.101562
	Iteration 58Q: 3 clusters Score -1.618069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16180668.000000 Penalty: 3821.101562
	Iteration 59Q: 3 clusters Score -1.618067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16180776.000000 Penalty: 3821.101562
	Iteration 60F: 3 clusters Score -1.618078e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127477 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16180715.000000 Penalty: 3821.101562
	Iteration 61Q: 3 clusters Score -1.618072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16180713.000000 Penalty: 3821.101562
	Iteration 62Q: 3 clusters Score -1.618071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16180724.000000 Penalty: 3821.101562
	Iteration 63Q: 3 clusters Score -1.618072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16180729.000000 Penalty: 3821.101562
	Iteration 64Q: 3 clusters Score -1.618073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127540 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16180729.000000 Penalty: 3821.101562
	Iteration 65Q: 3 clusters Score -1.618073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16180728.000000 Penalty: 3821.101562
	Iteration 66Q: 3 clusters Score -1.618073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16180721.000000 Penalty: 3821.101562
	Iteration 67Q: 3 clusters Score -1.618072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16180721.000000 Penalty: 3821.101562
	Iteration 68F: 3 clusters Score -1.618072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34537 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111516 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 22955 members 
Mstep: Class 15 contains 125178 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82249 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31815 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 8300 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80159 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32810 members 
Mstep: Class 34 contains 26412 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17254 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16970 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94771 members 
Mstep: Class 45 contains 84030 members 
Mstep: Class 46 contains 127674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750240.000000 Penalty: 102089.937500
Iteration 479Q: 46 clusters Score -1.417502e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33147 members 
Mstep: Class 3 contains 7974 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34613 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111597 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14447 members 
Mstep: Class 11 contains 107446 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 23019 members 
Mstep: Class 15 contains 125219 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 82375 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31812 members 
Mstep: Class 24 contains 12183 members 
Mstep: Class 25 contains 8305 members 
Mstep: Class 26 contains 13409 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80550 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 32941 members 
Mstep: Class 34 contains 25616 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17252 members 
Mstep: Class 37 contains 7103 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16947 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94625 members 
Mstep: Class 45 contains 84154 members 
Mstep: Class 46 contains 127538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750320.000000 Penalty: 102089.937500
Iteration 480F: 46 clusters Score -1.417503e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33152 members 
Mstep: Class 3 contains 7972 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34683 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111624 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14447 members 
Mstep: Class 11 contains 107531 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 23070 members 
Mstep: Class 15 contains 125257 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 82509 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31807 members 
Mstep: Class 24 contains 12180 members 
Mstep: Class 25 contains 8318 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 1905 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 80917 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33059 members 
Mstep: Class 34 contains 24622 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17255 members 
Mstep: Class 37 contains 7101 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16929 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94738 members 
Mstep: Class 45 contains 84261 members 
Mstep: Class 46 contains 127437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750464.000000 Penalty: 102089.937500
Iteration 481Q: 46 clusters Score -1.417505e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33155 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34770 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111710 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14461 members 
Mstep: Class 11 contains 107607 members 
Mstep: Class 12 contains 4919 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 23136 members 
Mstep: Class 15 contains 125258 members 
Mstep: Class 16 contains 16110 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 82654 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31802 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 13390 members 
Mstep: Class 27 contains 1905 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 81267 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33183 members 
Mstep: Class 34 contains 23707 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17257 members 
Mstep: Class 37 contains 7103 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16916 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94744 members 
Mstep: Class 45 contains 84408 members 
Mstep: Class 46 contains 127278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750240.000000 Penalty: 102089.937500
Iteration 482Q: 46 clusters Score -1.417502e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33158 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34846 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111806 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14460 members 
Mstep: Class 11 contains 107693 members 
Mstep: Class 12 contains 4916 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 23176 members 
Mstep: Class 15 contains 125252 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 82788 members 
Mstep: Class 20 contains 13740 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31801 members 
Mstep: Class 24 contains 12186 members 
Mstep: Class 25 contains 8343 members 
Mstep: Class 26 contains 13377 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 81586 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33303 members 
Mstep: Class 34 contains 22825 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17264 members 
Mstep: Class 37 contains 7098 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16906 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94752 members 
Mstep: Class 45 contains 84566 members 
Mstep: Class 46 contains 127139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750480.000000 Penalty: 102089.937500
Iteration 483Q: 46 clusters Score -1.417505e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 7966 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34912 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111885 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 107775 members 
Mstep: Class 12 contains 4908 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 23223 members 
Mstep: Class 15 contains 125239 members 
Mstep: Class 16 contains 16108 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 82871 members 
Mstep: Class 20 contains 13744 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31797 members 
Mstep: Class 24 contains 12187 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 13366 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 81927 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33404 members 
Mstep: Class 34 contains 21974 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17277 members 
Mstep: Class 37 contains 7095 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16893 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94829 members 
Mstep: Class 45 contains 84700 members 
Mstep: Class 46 contains 126998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750336.000000 Penalty: 102089.937500
Iteration 484Q: 46 clusters Score -1.417503e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33174 members 
Mstep: Class 3 contains 7966 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 34981 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 111973 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 107835 members 
Mstep: Class 12 contains 4896 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 23271 members 
Mstep: Class 15 contains 125204 members 
Mstep: Class 16 contains 16107 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 82962 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31798 members 
Mstep: Class 24 contains 12187 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2352 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 82217 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33534 members 
Mstep: Class 34 contains 21160 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17301 members 
Mstep: Class 37 contains 7094 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16876 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94891 members 
Mstep: Class 45 contains 84828 members 
Mstep: Class 46 contains 126869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750272.000000 Penalty: 102089.937500
Iteration 485Q: 46 clusters Score -1.417503e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33185 members 
Mstep: Class 3 contains 7967 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35033 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112066 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 107897 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 23333 members 
Mstep: Class 15 contains 125179 members 
Mstep: Class 16 contains 16107 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 83027 members 
Mstep: Class 20 contains 13760 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31797 members 
Mstep: Class 24 contains 12188 members 
Mstep: Class 25 contains 8356 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 82472 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33646 members 
Mstep: Class 34 contains 20408 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17310 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94946 members 
Mstep: Class 45 contains 84966 members 
Mstep: Class 46 contains 126761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749808.000000 Penalty: 102089.937500
Iteration 486Q: 46 clusters Score -1.417498e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33189 members 
Mstep: Class 3 contains 7967 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35079 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112148 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 107980 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 23398 members 
Mstep: Class 15 contains 125170 members 
Mstep: Class 16 contains 16099 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 83092 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31800 members 
Mstep: Class 24 contains 12192 members 
Mstep: Class 25 contains 8354 members 
Mstep: Class 26 contains 13365 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 2348 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 82726 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33735 members 
Mstep: Class 34 contains 19707 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17318 members 
Mstep: Class 37 contains 7087 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16832 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 94993 members 
Mstep: Class 45 contains 85091 members 
Mstep: Class 46 contains 126617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749376.000000 Penalty: 102089.937500
Iteration 487Q: 46 clusters Score -1.417494e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35134 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112175 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 108046 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 23458 members 
Mstep: Class 15 contains 125137 members 
Mstep: Class 16 contains 16092 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 83175 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31800 members 
Mstep: Class 24 contains 12197 members 
Mstep: Class 25 contains 8354 members 
Mstep: Class 26 contains 13360 members 
Mstep: Class 27 contains 1905 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 82964 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33827 members 
Mstep: Class 34 contains 19051 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17316 members 
Mstep: Class 37 contains 7088 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16793 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95058 members 
Mstep: Class 45 contains 85255 members 
Mstep: Class 46 contains 126484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749520.000000 Penalty: 102089.937500
Iteration 488Q: 46 clusters Score -1.417495e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33194 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35167 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112245 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 108109 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 125124 members 
Mstep: Class 16 contains 16085 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 83254 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31798 members 
Mstep: Class 24 contains 12196 members 
Mstep: Class 25 contains 8353 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 83209 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 33914 members 
Mstep: Class 34 contains 18398 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17328 members 
Mstep: Class 37 contains 7084 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16750 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95113 members 
Mstep: Class 45 contains 85431 members 
Mstep: Class 46 contains 126331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749376.000000 Penalty: 102089.937500
Iteration 489Q: 46 clusters Score -1.417494e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33199 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35201 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112278 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 108155 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 23570 members 
Mstep: Class 15 contains 125082 members 
Mstep: Class 16 contains 16084 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 83329 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31795 members 
Mstep: Class 24 contains 12192 members 
Mstep: Class 25 contains 8348 members 
Mstep: Class 26 contains 13340 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 83448 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34006 members 
Mstep: Class 34 contains 17748 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17339 members 
Mstep: Class 37 contains 7088 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16699 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95236 members 
Mstep: Class 45 contains 85616 members 
Mstep: Class 46 contains 126200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749376.000000 Penalty: 102089.937500
Iteration 490Q: 46 clusters Score -1.417494e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33204 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35218 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112331 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14498 members 
Mstep: Class 11 contains 108198 members 
Mstep: Class 12 contains 4889 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 23625 members 
Mstep: Class 15 contains 125088 members 
Mstep: Class 16 contains 16082 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 83417 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31794 members 
Mstep: Class 24 contains 12192 members 
Mstep: Class 25 contains 8350 members 
Mstep: Class 26 contains 13315 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 83615 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34090 members 
Mstep: Class 34 contains 17139 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17353 members 
Mstep: Class 37 contains 7089 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16642 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95350 members 
Mstep: Class 45 contains 85831 members 
Mstep: Class 46 contains 126032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748960.000000 Penalty: 102089.937500
Iteration 491Q: 46 clusters Score -1.41749e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33208 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35250 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112362 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 108236 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 23707 members 
Mstep: Class 15 contains 125135 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 83492 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31794 members 
Mstep: Class 24 contains 12195 members 
Mstep: Class 25 contains 8351 members 
Mstep: Class 26 contains 13292 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 83736 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34154 members 
Mstep: Class 34 contains 16586 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17364 members 
Mstep: Class 37 contains 7085 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16584 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95423 members 
Mstep: Class 45 contains 86018 members 
Mstep: Class 46 contains 125912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748992.000000 Penalty: 102089.937500
Iteration 492Q: 46 clusters Score -1.41749e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33212 members 
Mstep: Class 3 contains 7971 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35272 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112379 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 108262 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 125172 members 
Mstep: Class 16 contains 16069 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 83557 members 
Mstep: Class 20 contains 13739 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31796 members 
Mstep: Class 24 contains 12202 members 
Mstep: Class 25 contains 8357 members 
Mstep: Class 26 contains 13271 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 83876 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34215 members 
Mstep: Class 34 contains 16076 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17369 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16524 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95479 members 
Mstep: Class 45 contains 86193 members 
Mstep: Class 46 contains 125832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748896.000000 Penalty: 102089.937500
Iteration 493Q: 46 clusters Score -1.417489e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33216 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35303 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112415 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 108296 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 23846 members 
Mstep: Class 15 contains 125201 members 
Mstep: Class 16 contains 16064 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 83614 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31795 members 
Mstep: Class 24 contains 12207 members 
Mstep: Class 25 contains 8360 members 
Mstep: Class 26 contains 13257 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 84001 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34271 members 
Mstep: Class 34 contains 15584 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17370 members 
Mstep: Class 37 contains 7081 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95495 members 
Mstep: Class 45 contains 86363 members 
Mstep: Class 46 contains 125761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748832.000000 Penalty: 102089.937500
Iteration 494Q: 46 clusters Score -1.417488e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33219 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112469 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 108327 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 125234 members 
Mstep: Class 16 contains 16069 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 83679 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31801 members 
Mstep: Class 24 contains 12208 members 
Mstep: Class 25 contains 8364 members 
Mstep: Class 26 contains 13229 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 84152 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34313 members 
Mstep: Class 34 contains 15104 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17365 members 
Mstep: Class 37 contains 7080 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16405 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95544 members 
Mstep: Class 45 contains 86505 members 
Mstep: Class 46 contains 125646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748912.000000 Penalty: 102089.937500
Iteration 495Q: 46 clusters Score -1.417489e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33223 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35369 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112516 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 108362 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 23996 members 
Mstep: Class 15 contains 125272 members 
Mstep: Class 16 contains 16073 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 83729 members 
Mstep: Class 20 contains 13738 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31806 members 
Mstep: Class 24 contains 12212 members 
Mstep: Class 25 contains 8365 members 
Mstep: Class 26 contains 13193 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 84257 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34348 members 
Mstep: Class 34 contains 14678 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17369 members 
Mstep: Class 37 contains 7085 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16352 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95566 members 
Mstep: Class 45 contains 86631 members 
Mstep: Class 46 contains 125564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749232.000000 Penalty: 102089.937500
Iteration 496Q: 46 clusters Score -1.417492e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33225 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35401 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112545 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 108391 members 
Mstep: Class 12 contains 4881 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 24085 members 
Mstep: Class 15 contains 125275 members 
Mstep: Class 16 contains 16073 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 83793 members 
Mstep: Class 20 contains 13737 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31805 members 
Mstep: Class 24 contains 12211 members 
Mstep: Class 25 contains 8365 members 
Mstep: Class 26 contains 13160 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 84372 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34388 members 
Mstep: Class 34 contains 14229 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17371 members 
Mstep: Class 37 contains 7089 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16315 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95657 members 
Mstep: Class 45 contains 86736 members 
Mstep: Class 46 contains 125482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749584.000000 Penalty: 102089.937500
Iteration 497Q: 46 clusters Score -1.417496e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33228 members 
Mstep: Class 3 contains 7967 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35439 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112542 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 108429 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 24176 members 
Mstep: Class 15 contains 125254 members 
Mstep: Class 16 contains 16070 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 83857 members 
Mstep: Class 20 contains 13739 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31811 members 
Mstep: Class 24 contains 12210 members 
Mstep: Class 25 contains 8367 members 
Mstep: Class 26 contains 13121 members 
Mstep: Class 27 contains 1908 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 84485 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34433 members 
Mstep: Class 34 contains 13774 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17374 members 
Mstep: Class 37 contains 7096 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16277 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95751 members 
Mstep: Class 45 contains 86842 members 
Mstep: Class 46 contains 125422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749648.000000 Penalty: 102089.937500
Iteration 498Q: 46 clusters Score -1.417496e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33230 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112576 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 108445 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 24254 members 
Mstep: Class 15 contains 125250 members 
Mstep: Class 16 contains 16071 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 83916 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31810 members 
Mstep: Class 24 contains 12211 members 
Mstep: Class 25 contains 8371 members 
Mstep: Class 26 contains 13087 members 
Mstep: Class 27 contains 1908 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 84595 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34473 members 
Mstep: Class 34 contains 13348 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17380 members 
Mstep: Class 37 contains 7095 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16227 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95816 members 
Mstep: Class 45 contains 86961 members 
Mstep: Class 46 contains 125369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749296.000000 Penalty: 102089.937500
Iteration 499Q: 46 clusters Score -1.417493e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33230 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 35513 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 112608 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 14520 members 
Mstep: Class 11 contains 108467 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 24325 members 
Mstep: Class 15 contains 125264 members 
Mstep: Class 16 contains 16070 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 83977 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 31808 members 
Mstep: Class 24 contains 12217 members 
Mstep: Class 25 contains 8373 members 
Mstep: Class 26 contains 13051 members 
Mstep: Class 27 contains 1908 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 248 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 84711 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 34521 members 
Mstep: Class 34 contains 12932 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 17385 members 
Mstep: Class 37 contains 7101 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1256 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 16177 members 
Mstep: Class 42 contains 444 members 
Mstep: Class 43 contains 95877 members 
Mstep: Class 45 contains 87071 members 
Mstep: Class 46 contains 125293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749248.000000 Penalty: 102089.937500
Iteration 500F: 46 clusters Score -1.417492e+08 nChanged 1584
Maximum iterations exceeded
--- Evaluating fit on full set of 3469879 points ---
Entering Unmasked Estep 
Score: -432685312.000000 Penalty: 110123.546875
21->46 Clusters: Score -432685312.000000, best is -432706048.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1156626 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 55101 members 
Mstep: Class 3 contains 54878 members 
Mstep: Class 4 contains 55068 members 
Mstep: Class 5 contains 54949 members 
Mstep: Class 6 contains 55206 members 
Mstep: Class 7 contains 54787 members 
Mstep: Class 8 contains 54924 members 
Mstep: Class 9 contains 55232 members 
Mstep: Class 10 contains 55318 members 
Mstep: Class 11 contains 55017 members 
Mstep: Class 12 contains 54954 members 
Mstep: Class 13 contains 55358 members 
Mstep: Class 14 contains 55198 members 
Mstep: Class 15 contains 55331 members 
Mstep: Class 16 contains 55246 members 
Mstep: Class 17 contains 54638 members 
Mstep: Class 18 contains 55321 members 
Mstep: Class 19 contains 55131 members 
Mstep: Class 20 contains 55123 members 
Mstep: Class 21 contains 54858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1667.176880 but Gain 2268.664062
Score: -132783048.000000 Penalty: 45373.308594
Iteration 0F: 21 clusters Score -1.32783e+08 nChanged 1101161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2374 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 13547 members 
Mstep: Class 4 contains 9807 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 41260 members 
Mstep: Class 7 contains 4161 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 782040 members 
Mstep: Class 10 contains 18321 members 
Mstep: Class 11 contains 5271 members 
Mstep: Class 12 contains 6866 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 58710 members 
Mstep: Class 15 contains 5158 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 38694 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 70799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2028.510742 but Gain 2268.667969
Score: -138709424.000000 Penalty: 43104.640625
Iteration 1F: 20 clusters Score -1.387094e+08 nChanged 350287
Entering Unmasked Mstep 
Mstep: Class 0 contains 2107 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 3 contains 17628 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 46967 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 594771 members 
Mstep: Class 10 contains 32571 members 
Mstep: Class 11 contains 9712 members 
Mstep: Class 12 contains 3962 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 14 contains 82915 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 12322 members 
Mstep: Class 18 contains 73349 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 139035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139873840.000000 Penalty: 43104.640625
Iteration 2F: 20 clusters Score -1.398738e+08 nChanged 362034
Entering Unmasked Mstep 
Mstep: Class 0 contains 1687 members 
Mstep: Class 1 contains 130319 members 
Mstep: Class 3 contains 22833 members 
Mstep: Class 4 contains 11542 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 6 contains 39366 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 9093 members 
Mstep: Class 9 contains 369054 members 
Mstep: Class 10 contains 63358 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 12 contains 2987 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 124584 members 
Mstep: Class 15 contains 6062 members 
Mstep: Class 16 contains 8905 members 
Mstep: Class 17 contains 9792 members 
Mstep: Class 18 contains 116309 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 222317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140546032.000000 Penalty: 43104.640625
Iteration 3F: 20 clusters Score -1.40546e+08 nChanged 318156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1279 members 
Mstep: Class 1 contains 153804 members 
Mstep: Class 3 contains 26636 members 
Mstep: Class 4 contains 10233 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 26969 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 227036 members 
Mstep: Class 10 contains 93620 members 
Mstep: Class 11 contains 10669 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 1878 members 
Mstep: Class 14 contains 160954 members 
Mstep: Class 15 contains 8866 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 7912 members 
Mstep: Class 18 contains 158758 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 241539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140938416.000000 Penalty: 43104.640625
Iteration 4F: 20 clusters Score -1.409384e+08 nChanged 221912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1032 members 
Mstep: Class 1 contains 166282 members 
Mstep: Class 3 contains 29380 members 
Mstep: Class 4 contains 9181 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 15109 members 
Mstep: Class 9 contains 241119 members 
Mstep: Class 10 contains 106206 members 
Mstep: Class 11 contains 10327 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 1561 members 
Mstep: Class 14 contains 174669 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 179545 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 171566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141039552.000000 Penalty: 43104.640625
Iteration 5F: 20 clusters Score -1.410396e+08 nChanged 159483
Entering Unmasked Mstep 
Mstep: Class 0 contains 884 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 3 contains 33134 members 
Mstep: Class 4 contains 9081 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 14591 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 8 contains 17708 members 
Mstep: Class 9 contains 222439 members 
Mstep: Class 10 contains 119465 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 1304 members 
Mstep: Class 14 contains 182475 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 7888 members 
Mstep: Class 18 contains 182161 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 166281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141130496.000000 Penalty: 43104.640625
Iteration 6F: 20 clusters Score -1.411305e+08 nChanged 122201
Entering Unmasked Mstep 
Mstep: Class 0 contains 785 members 
Mstep: Class 1 contains 153290 members 
Mstep: Class 3 contains 37508 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 11774 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 20158 members 
Mstep: Class 9 contains 219825 members 
Mstep: Class 10 contains 130107 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 1161 members 
Mstep: Class 14 contains 182316 members 
Mstep: Class 15 contains 17403 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 9313 members 
Mstep: Class 18 contains 175921 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 164551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141204384.000000 Penalty: 43104.640625
Iteration 7F: 20 clusters Score -1.412044e+08 nChanged 102930
Entering Unmasked Mstep 
Mstep: Class 0 contains 708 members 
Mstep: Class 1 contains 145946 members 
Mstep: Class 3 contains 41739 members 
Mstep: Class 4 contains 9215 members 
Mstep: Class 5 contains 4668 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 22062 members 
Mstep: Class 9 contains 212823 members 
Mstep: Class 10 contains 140729 members 
Mstep: Class 11 contains 11589 members 
Mstep: Class 12 contains 2104 members 
Mstep: Class 13 contains 1104 members 
Mstep: Class 14 contains 180199 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 11209 members 
Mstep: Class 18 contains 173761 members 
Mstep: Class 19 contains 3196 members 
Mstep: Class 20 contains 163361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141267824.000000 Penalty: 43104.640625
Iteration 8F: 20 clusters Score -1.412678e+08 nChanged 92038
Entering Unmasked Mstep 
Mstep: Class 0 contains 658 members 
Mstep: Class 1 contains 140236 members 
Mstep: Class 3 contains 46118 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 23509 members 
Mstep: Class 9 contains 202572 members 
Mstep: Class 10 contains 151563 members 
Mstep: Class 11 contains 12431 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 176266 members 
Mstep: Class 15 contains 22126 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 173938 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 162572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141317072.000000 Penalty: 43104.640625
Iteration 9F: 20 clusters Score -1.413171e+08 nChanged 81587
Entering Unmasked Mstep 
Mstep: Class 0 contains 630 members 
Mstep: Class 1 contains 136244 members 
Mstep: Class 3 contains 50554 members 
Mstep: Class 4 contains 9157 members 
Mstep: Class 5 contains 6215 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 24445 members 
Mstep: Class 9 contains 191746 members 
Mstep: Class 10 contains 162420 members 
Mstep: Class 11 contains 13509 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 172429 members 
Mstep: Class 15 contains 24507 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 15032 members 
Mstep: Class 18 contains 173805 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 160876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141353728.000000 Penalty: 43104.640625
Iteration 10F: 20 clusters Score -1.413537e+08 nChanged 68689
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 3 contains 55047 members 
Mstep: Class 4 contains 9129 members 
Mstep: Class 5 contains 6872 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 25099 members 
Mstep: Class 9 contains 181221 members 
Mstep: Class 10 contains 173607 members 
Mstep: Class 11 contains 14701 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 167911 members 
Mstep: Class 15 contains 26799 members 
Mstep: Class 16 contains 1494 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 172479 members 
Mstep: Class 19 contains 3361 members 
Mstep: Class 20 contains 159654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141384144.000000 Penalty: 43104.640625
Iteration 11F: 20 clusters Score -1.413841e+08 nChanged 56764
Entering Unmasked Mstep 
Mstep: Class 0 contains 597 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 3 contains 59534 members 
Mstep: Class 4 contains 9104 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 25674 members 
Mstep: Class 9 contains 169667 members 
Mstep: Class 10 contains 185160 members 
Mstep: Class 11 contains 16043 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 163479 members 
Mstep: Class 15 contains 28673 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 17703 members 
Mstep: Class 18 contains 170753 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 158834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141408416.000000 Penalty: 43104.640625
Iteration 12Q: 20 clusters Score -1.414084e+08 nChanged 49277
Entering Unmasked Mstep 
Mstep: Class 0 contains 587 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 3 contains 64092 members 
Mstep: Class 4 contains 9074 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 26146 members 
Mstep: Class 9 contains 158860 members 
Mstep: Class 10 contains 195657 members 
Mstep: Class 11 contains 17651 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 159197 members 
Mstep: Class 15 contains 30098 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 18605 members 
Mstep: Class 18 contains 168414 members 
Mstep: Class 19 contains 3249 members 
Mstep: Class 20 contains 158416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141431536.000000 Penalty: 43104.640625
Iteration 13Q: 20 clusters Score -1.414315e+08 nChanged 44064
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 128070 members 
Mstep: Class 3 contains 68805 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 8496 members 
Mstep: Class 6 contains 3564 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 26585 members 
Mstep: Class 9 contains 149147 members 
Mstep: Class 10 contains 204496 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 954 members 
Mstep: Class 14 contains 155412 members 
Mstep: Class 15 contains 31115 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 19225 members 
Mstep: Class 18 contains 166277 members 
Mstep: Class 19 contains 3223 members 
Mstep: Class 20 contains 157827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141452704.000000 Penalty: 43104.640625
Iteration 14Q: 20 clusters Score -1.414527e+08 nChanged 42325
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 3 contains 73677 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 8930 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 26934 members 
Mstep: Class 9 contains 140127 members 
Mstep: Class 10 contains 213590 members 
Mstep: Class 11 contains 21450 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 151097 members 
Mstep: Class 15 contains 31774 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 19529 members 
Mstep: Class 18 contains 164240 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 156980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141467408.000000 Penalty: 43104.640625
Iteration 15Q: 20 clusters Score -1.414674e+08 nChanged 41991
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 125469 members 
Mstep: Class 3 contains 78629 members 
Mstep: Class 4 contains 9037 members 
Mstep: Class 5 contains 9308 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 27102 members 
Mstep: Class 9 contains 133070 members 
Mstep: Class 10 contains 220956 members 
Mstep: Class 11 contains 23688 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 146871 members 
Mstep: Class 15 contains 32259 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 19663 members 
Mstep: Class 18 contains 162657 members 
Mstep: Class 19 contains 3206 members 
Mstep: Class 20 contains 155646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141478704.000000 Penalty: 43104.640625
Iteration 16Q: 20 clusters Score -1.414787e+08 nChanged 41012
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 124093 members 
Mstep: Class 3 contains 83412 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 9647 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 26919 members 
Mstep: Class 9 contains 129788 members 
Mstep: Class 10 contains 224462 members 
Mstep: Class 11 contains 26059 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 143608 members 
Mstep: Class 15 contains 32680 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 19682 members 
Mstep: Class 18 contains 161654 members 
Mstep: Class 19 contains 3206 members 
Mstep: Class 20 contains 153428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141482192.000000 Penalty: 43104.640625
Iteration 17Q: 20 clusters Score -1.414822e+08 nChanged 37495
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 3 contains 87993 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 9988 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 1154 members 
Mstep: Class 8 contains 26498 members 
Mstep: Class 9 contains 129015 members 
Mstep: Class 10 contains 222164 members 
Mstep: Class 11 contains 28585 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 948 members 
Mstep: Class 14 contains 141510 members 
Mstep: Class 15 contains 33162 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 19630 members 
Mstep: Class 18 contains 162289 members 
Mstep: Class 19 contains 3205 members 
Mstep: Class 20 contains 151623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141488592.000000 Penalty: 43104.640625
Iteration 18Q: 20 clusters Score -1.414886e+08 nChanged 31509
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 122340 members 
Mstep: Class 3 contains 92398 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 10305 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 25909 members 
Mstep: Class 9 contains 128714 members 
Mstep: Class 10 contains 217474 members 
Mstep: Class 11 contains 30775 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 140276 members 
Mstep: Class 15 contains 33589 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 19469 members 
Mstep: Class 18 contains 163458 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 20 contains 150780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141496864.000000 Penalty: 43104.640625
Iteration 19Q: 20 clusters Score -1.414969e+08 nChanged 27686
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 3 contains 96558 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 25260 members 
Mstep: Class 9 contains 128449 members 
Mstep: Class 10 contains 212530 members 
Mstep: Class 11 contains 32579 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 139514 members 
Mstep: Class 15 contains 33938 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 19281 members 
Mstep: Class 18 contains 164267 members 
Mstep: Class 19 contains 3215 members 
Mstep: Class 20 contains 150559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141503152.000000 Penalty: 43104.640625
Iteration 20F: 20 clusters Score -1.415032e+08 nChanged 26834
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 3 contains 100407 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 24576 members 
Mstep: Class 9 contains 128434 members 
Mstep: Class 10 contains 207251 members 
Mstep: Class 11 contains 34174 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 138880 members 
Mstep: Class 15 contains 34242 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 164987 members 
Mstep: Class 19 contains 3066 members 
Mstep: Class 20 contains 150864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141510080.000000 Penalty: 43104.640625
Iteration 21Q: 20 clusters Score -1.415101e+08 nChanged 24408
Entering Unmasked Mstep 
Mstep: Class 0 contains 568 members 
Mstep: Class 1 contains 121541 members 
Mstep: Class 3 contains 103907 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 11002 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 23934 members 
Mstep: Class 9 contains 128889 members 
Mstep: Class 10 contains 202272 members 
Mstep: Class 11 contains 35527 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 138735 members 
Mstep: Class 15 contains 34438 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 18763 members 
Mstep: Class 18 contains 165035 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 151381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141514928.000000 Penalty: 43104.640625
Iteration 22Q: 20 clusters Score -1.415149e+08 nChanged 23036
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 121376 members 
Mstep: Class 3 contains 106843 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 11167 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 23407 members 
Mstep: Class 9 contains 129497 members 
Mstep: Class 10 contains 197727 members 
Mstep: Class 11 contains 36788 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 139013 members 
Mstep: Class 15 contains 34522 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 18519 members 
Mstep: Class 18 contains 164527 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 152011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141517920.000000 Penalty: 43104.640625
Iteration 23Q: 20 clusters Score -1.415179e+08 nChanged 22070
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 121215 members 
Mstep: Class 3 contains 109287 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 22998 members 
Mstep: Class 9 contains 130450 members 
Mstep: Class 10 contains 193240 members 
Mstep: Class 11 contains 38094 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 139459 members 
Mstep: Class 15 contains 34587 members 
Mstep: Class 16 contains 2010 members 
Mstep: Class 17 contains 18227 members 
Mstep: Class 18 contains 163796 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 152692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141519040.000000 Penalty: 43104.640625
Iteration 24Q: 20 clusters Score -1.41519e+08 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 121108 members 
Mstep: Class 3 contains 111233 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2647 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 22645 members 
Mstep: Class 9 contains 131869 members 
Mstep: Class 10 contains 188571 members 
Mstep: Class 11 contains 39433 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 139881 members 
Mstep: Class 15 contains 34619 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 18014 members 
Mstep: Class 18 contains 162920 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 153560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141520736.000000 Penalty: 43104.640625
Iteration 25Q: 20 clusters Score -1.415207e+08 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 3 contains 112946 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 11531 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 22384 members 
Mstep: Class 9 contains 133247 members 
Mstep: Class 10 contains 184333 members 
Mstep: Class 11 contains 40729 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 140076 members 
Mstep: Class 15 contains 34584 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 17744 members 
Mstep: Class 18 contains 161898 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 154560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141522096.000000 Penalty: 43104.640625
Iteration 26Q: 20 clusters Score -1.415221e+08 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 121331 members 
Mstep: Class 3 contains 114434 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 22098 members 
Mstep: Class 9 contains 134813 members 
Mstep: Class 10 contains 180020 members 
Mstep: Class 11 contains 41834 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 140242 members 
Mstep: Class 15 contains 34580 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 17546 members 
Mstep: Class 18 contains 161044 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 155509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141522400.000000 Penalty: 43104.640625
Iteration 27Q: 20 clusters Score -1.415224e+08 nChanged 16007
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 121592 members 
Mstep: Class 3 contains 115665 members 
Mstep: Class 4 contains 9072 members 
Mstep: Class 5 contains 11707 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 21862 members 
Mstep: Class 9 contains 136500 members 
Mstep: Class 10 contains 175732 members 
Mstep: Class 11 contains 42769 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 140454 members 
Mstep: Class 15 contains 34576 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 17372 members 
Mstep: Class 18 contains 160177 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 156563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141523392.000000 Penalty: 43104.640625
Iteration 28Q: 20 clusters Score -1.415234e+08 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 3 contains 116745 members 
Mstep: Class 4 contains 9082 members 
Mstep: Class 5 contains 11794 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 21664 members 
Mstep: Class 9 contains 137946 members 
Mstep: Class 10 contains 171873 members 
Mstep: Class 11 contains 43479 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 140727 members 
Mstep: Class 15 contains 34588 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 17230 members 
Mstep: Class 18 contains 159258 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 157598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141524032.000000 Penalty: 43104.640625
Iteration 29Q: 20 clusters Score -1.41524e+08 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 122342 members 
Mstep: Class 3 contains 117644 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 11873 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 139233 members 
Mstep: Class 10 contains 168412 members 
Mstep: Class 11 contains 44142 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 141050 members 
Mstep: Class 15 contains 34582 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 17081 members 
Mstep: Class 18 contains 158313 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 158630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141523248.000000 Penalty: 43104.640625
Iteration 30Q: 20 clusters Score -1.415232e+08 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 122755 members 
Mstep: Class 3 contains 118437 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 11959 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 21258 members 
Mstep: Class 9 contains 140104 members 
Mstep: Class 10 contains 165518 members 
Mstep: Class 11 contains 44716 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 141474 members 
Mstep: Class 15 contains 34564 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 16965 members 
Mstep: Class 18 contains 157328 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 159600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141523984.000000 Penalty: 43104.640625
Iteration 31Q: 20 clusters Score -1.41524e+08 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 123036 members 
Mstep: Class 3 contains 119115 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 12044 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 21053 members 
Mstep: Class 9 contains 140606 members 
Mstep: Class 10 contains 163233 members 
Mstep: Class 11 contains 45254 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 141803 members 
Mstep: Class 15 contains 34534 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 16990 members 
Mstep: Class 18 contains 156283 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 160631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141523008.000000 Penalty: 43104.640625
Iteration 32Q: 20 clusters Score -1.41523e+08 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 3 contains 119708 members 
Mstep: Class 4 contains 9144 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 20845 members 
Mstep: Class 9 contains 141119 members 
Mstep: Class 10 contains 161453 members 
Mstep: Class 11 contains 45722 members 
Mstep: Class 12 contains 2489 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 142181 members 
Mstep: Class 15 contains 34535 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 16997 members 
Mstep: Class 18 contains 155113 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 161422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141523056.000000 Penalty: 43104.640625
Iteration 33Q: 20 clusters Score -1.415231e+08 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 3 contains 120225 members 
Mstep: Class 4 contains 9161 members 
Mstep: Class 5 contains 12222 members 
Mstep: Class 6 contains 2987 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 20633 members 
Mstep: Class 9 contains 141372 members 
Mstep: Class 10 contains 160076 members 
Mstep: Class 11 contains 46150 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 142506 members 
Mstep: Class 15 contains 34547 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 17012 members 
Mstep: Class 18 contains 153918 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 162225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141522032.000000 Penalty: 43104.640625
Iteration 34Q: 20 clusters Score -1.41522e+08 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 123655 members 
Mstep: Class 3 contains 120722 members 
Mstep: Class 4 contains 9183 members 
Mstep: Class 5 contains 12305 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 20414 members 
Mstep: Class 9 contains 141526 members 
Mstep: Class 10 contains 159155 members 
Mstep: Class 11 contains 46547 members 
Mstep: Class 12 contains 2631 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 142656 members 
Mstep: Class 15 contains 34556 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 17033 members 
Mstep: Class 18 contains 152805 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 162852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141521856.000000 Penalty: 43104.640625
Iteration 35Q: 20 clusters Score -1.415219e+08 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 3 contains 121120 members 
Mstep: Class 4 contains 9202 members 
Mstep: Class 5 contains 12390 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 20170 members 
Mstep: Class 9 contains 141502 members 
Mstep: Class 10 contains 158513 members 
Mstep: Class 11 contains 46929 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 142859 members 
Mstep: Class 15 contains 34575 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 151581 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 163561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141521872.000000 Penalty: 43104.640625
Iteration 36Q: 20 clusters Score -1.415219e+08 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 3 contains 121492 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 12489 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 1133 members 
Mstep: Class 8 contains 19897 members 
Mstep: Class 9 contains 141401 members 
Mstep: Class 10 contains 158098 members 
Mstep: Class 11 contains 47325 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 142950 members 
Mstep: Class 15 contains 34607 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 17123 members 
Mstep: Class 18 contains 150305 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 164350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141521552.000000 Penalty: 43104.640625
Iteration 37Q: 20 clusters Score -1.415216e+08 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 3 contains 121864 members 
Mstep: Class 4 contains 9236 members 
Mstep: Class 5 contains 12590 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 19618 members 
Mstep: Class 9 contains 141195 members 
Mstep: Class 10 contains 157869 members 
Mstep: Class 11 contains 47677 members 
Mstep: Class 12 contains 2847 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 143106 members 
Mstep: Class 15 contains 34624 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 149041 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 165030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141520976.000000 Penalty: 43104.640625
Iteration 38Q: 20 clusters Score -1.41521e+08 nChanged 10415
Entering ConstructFrom: 
Score: -141520976.000000 Penalty: 43104.640625
Entering ConstructFrom: 
Trying to split cluster 1 (124110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124110 members 
Entering Unmasked Estep 
Score: -15582905.000000 Penalty: 1905.950073
	Iteration 0F: 2 clusters Score -1.55829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -15505397.000000 Penalty: 3811.900146
	Iteration 0F: 3 clusters Score -1.55054e+07 nChanged 59691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -15539994.000000 Penalty: 3811.900146
	Iteration 1F: 3 clusters Score -1.553999e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -15540795.000000 Penalty: 3811.900146
	Iteration 2Q: 3 clusters Score -1.55408e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -15542119.000000 Penalty: 3811.900146
	Iteration 3Q: 3 clusters Score -1.554212e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -15544044.000000 Penalty: 3811.900146
	Iteration 4Q: 3 clusters Score -1.554404e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79017 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -15547455.000000 Penalty: 3811.900146
	Iteration 5F: 3 clusters Score -1.554746e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -15553242.000000 Penalty: 3811.900146
	Iteration 6F: 3 clusters Score -1.555324e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -15560857.000000 Penalty: 3811.900146
	Iteration 7F: 3 clusters Score -1.556086e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -15568607.000000 Penalty: 3811.900146
	Iteration 8F: 3 clusters Score -1.556861e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -15574781.000000 Penalty: 3811.900146
	Iteration 9F: 3 clusters Score -1.557478e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -15578255.000000 Penalty: 3811.900146
	Iteration 10Q: 3 clusters Score -1.557826e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -15579931.000000 Penalty: 3811.900146
	Iteration 11Q: 3 clusters Score -1.557993e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -15580671.000000 Penalty: 3811.900146
	Iteration 12Q: 3 clusters Score -1.558067e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122656 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15580904.000000 Penalty: 3811.900146
	Iteration 13Q: 3 clusters Score -1.55809e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122987 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15581086.000000 Penalty: 3811.900146
	Iteration 14Q: 3 clusters Score -1.558109e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123165 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -15581263.000000 Penalty: 3811.900146
	Iteration 15Q: 3 clusters Score -1.558126e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15581325.000000 Penalty: 3811.900146
	Iteration 16Q: 3 clusters Score -1.558132e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15581397.000000 Penalty: 3811.900146
	Iteration 17Q: 3 clusters Score -1.55814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15581466.000000 Penalty: 3811.900146
	Iteration 18Q: 3 clusters Score -1.558147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123362 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -15581462.000000 Penalty: 3811.900146
	Iteration 19Q: 3 clusters Score -1.558146e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -15581495.000000 Penalty: 3811.900146
	Iteration 20F: 3 clusters Score -1.55815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15581512.000000 Penalty: 3811.900146
	Iteration 21Q: 3 clusters Score -1.558151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -15581508.000000 Penalty: 3811.900146
	Iteration 22Q: 3 clusters Score -1.558151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -15581525.000000 Penalty: 3811.900146
	Iteration 23Q: 3 clusters Score -1.558152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15581536.000000 Penalty: 3811.900146
	Iteration 24Q: 3 clusters Score -1.558154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15581559.000000 Penalty: 3811.900146
	Iteration 25Q: 3 clusters Score -1.558156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15581542.000000 Penalty: 3811.900146
	Iteration 26Q: 3 clusters Score -1.558154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15581552.000000 Penalty: 3811.900146
	Iteration 27Q: 3 clusters Score -1.558155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123431 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15581542.000000 Penalty: 3811.900146
	Iteration 28Q: 3 clusters Score -1.558154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15581562.000000 Penalty: 3811.900146
	Iteration 29Q: 3 clusters Score -1.558156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15581582.000000 Penalty: 3811.900146
	Iteration 30Q: 3 clusters Score -1.558158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15581565.000000 Penalty: 3811.900146
	Iteration 31Q: 3 clusters Score -1.558156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123435 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15581585.000000 Penalty: 3811.900146
	Iteration 32Q: 3 clusters Score -1.558158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15581572.000000 Penalty: 3811.900146
	Iteration 33Q: 3 clusters Score -1.558157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15581578.000000 Penalty: 3811.900146
	Iteration 34Q: 3 clusters Score -1.558158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -15581572.000000 Penalty: 3811.900146
	Iteration 35Q: 3 clusters Score -1.558157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15581577.000000 Penalty: 3811.900146
	Iteration 36Q: 3 clusters Score -1.558158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15581577.000000 Penalty: 3811.900146
	Iteration 37F: 3 clusters Score -1.558158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (122237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Entering Unmasked Estep 
Score: -15092199.000000 Penalty: 1903.479126
	Iteration 0F: 2 clusters Score -1.50922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -15012965.000000 Penalty: 3806.958252
	Iteration 0F: 3 clusters Score -1.501296e+07 nChanged 58594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -15048842.000000 Penalty: 3806.958252
	Iteration 1F: 3 clusters Score -1.504884e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -15051819.000000 Penalty: 3806.958252
	Iteration 2F: 3 clusters Score -1.505182e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -15056378.000000 Penalty: 3806.958252
	Iteration 3F: 3 clusters Score -1.505638e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -15062193.000000 Penalty: 3806.958252
	Iteration 4F: 3 clusters Score -1.506219e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -15068237.000000 Penalty: 3806.958252
	Iteration 5F: 3 clusters Score -1.506824e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -15073610.000000 Penalty: 3806.958252
	Iteration 6F: 3 clusters Score -1.507361e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -15077752.000000 Penalty: 3806.958252
	Iteration 7F: 3 clusters Score -1.507775e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -15080772.000000 Penalty: 3806.958252
	Iteration 8Q: 3 clusters Score -1.508077e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -15083539.000000 Penalty: 3806.958252
	Iteration 9Q: 3 clusters Score -1.508354e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113023 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -15086085.000000 Penalty: 3806.958252
	Iteration 10Q: 3 clusters Score -1.508608e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115206 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -15087871.000000 Penalty: 3806.958252
	Iteration 11Q: 3 clusters Score -1.508787e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -15089177.000000 Penalty: 3806.958252
	Iteration 12Q: 3 clusters Score -1.508918e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118001 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -15090003.000000 Penalty: 3806.958252
	Iteration 13Q: 3 clusters Score -1.509e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -15090561.000000 Penalty: 3806.958252
	Iteration 14Q: 3 clusters Score -1.509056e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -15090891.000000 Penalty: 3806.958252
	Iteration 15Q: 3 clusters Score -1.509089e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119487 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -15091067.000000 Penalty: 3806.958252
	Iteration 16Q: 3 clusters Score -1.509107e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15091151.000000 Penalty: 3806.958252
	Iteration 17Q: 3 clusters Score -1.509115e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -15091237.000000 Penalty: 3806.958252
	Iteration 18Q: 3 clusters Score -1.509124e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119927 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -15091245.000000 Penalty: 3806.958252
	Iteration 19Q: 3 clusters Score -1.509124e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15091292.000000 Penalty: 3806.958252
	Iteration 20F: 3 clusters Score -1.509129e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -15091317.000000 Penalty: 3806.958252
	Iteration 21Q: 3 clusters Score -1.509132e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120106 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15091341.000000 Penalty: 3806.958252
	Iteration 22Q: 3 clusters Score -1.509134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -15091371.000000 Penalty: 3806.958252
	Iteration 23Q: 3 clusters Score -1.509137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -15091374.000000 Penalty: 3806.958252
	Iteration 24Q: 3 clusters Score -1.509137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120203 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15091371.000000 Penalty: 3806.958252
	Iteration 25Q: 3 clusters Score -1.509137e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -15091392.000000 Penalty: 3806.958252
	Iteration 26Q: 3 clusters Score -1.509139e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -15091388.000000 Penalty: 3806.958252
	Iteration 27Q: 3 clusters Score -1.509139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120259 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -15091409.000000 Penalty: 3806.958252
	Iteration 28Q: 3 clusters Score -1.509141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120274 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -15091404.000000 Penalty: 3806.958252
	Iteration 29Q: 3 clusters Score -1.50914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120283 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -15091424.000000 Penalty: 3806.958252
	Iteration 30Q: 3 clusters Score -1.509142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15091419.000000 Penalty: 3806.958252
	Iteration 31Q: 3 clusters Score -1.509142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -15091435.000000 Penalty: 3806.958252
	Iteration 32Q: 3 clusters Score -1.509144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -15091446.000000 Penalty: 3806.958252
	Iteration 33Q: 3 clusters Score -1.509145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15091430.000000 Penalty: 3806.958252
	Iteration 34Q: 3 clusters Score -1.509143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -15091440.000000 Penalty: 3806.958252
	Iteration 35Q: 3 clusters Score -1.509144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15091449.000000 Penalty: 3806.958252
	Iteration 36Q: 3 clusters Score -1.509145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120348 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15091432.000000 Penalty: 3806.958252
	Iteration 37Q: 3 clusters Score -1.509143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15091438.000000 Penalty: 3806.958252
	Iteration 38Q: 3 clusters Score -1.509144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -15091436.000000 Penalty: 3806.958252
	Iteration 39Q: 3 clusters Score -1.509144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15091441.000000 Penalty: 3806.958252
	Iteration 40F: 3 clusters Score -1.509144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120341 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -15091436.000000 Penalty: 3806.958252
	Iteration 41Q: 3 clusters Score -1.509144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15091433.000000 Penalty: 3806.958252
	Iteration 42Q: 3 clusters Score -1.509143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15091429.000000 Penalty: 3806.958252
	Iteration 43Q: 3 clusters Score -1.509143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15091434.000000 Penalty: 3806.958252
	Iteration 44Q: 3 clusters Score -1.509143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120341 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -15091440.000000 Penalty: 3806.958252
	Iteration 45Q: 3 clusters Score -1.509144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -15091440.000000 Penalty: 3806.958252
	Iteration 46Q: 3 clusters Score -1.509144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15091435.000000 Penalty: 3806.958252
	Iteration 47Q: 3 clusters Score -1.509144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15091443.000000 Penalty: 3806.958252
	Iteration 48Q: 3 clusters Score -1.509144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15091443.000000 Penalty: 3806.958252
	Iteration 49Q: 3 clusters Score -1.509144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120340 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15091436.000000 Penalty: 3806.958252
	Iteration 50Q: 3 clusters Score -1.509144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120336 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15091439.000000 Penalty: 3806.958252
	Iteration 51Q: 3 clusters Score -1.509144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15091445.000000 Penalty: 3806.958252
	Iteration 52Q: 3 clusters Score -1.509144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15091439.000000 Penalty: 3806.958252
	Iteration 53Q: 3 clusters Score -1.509144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120336 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15091445.000000 Penalty: 3806.958252
	Iteration 54Q: 3 clusters Score -1.509144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15091445.000000 Penalty: 3806.958252
	Iteration 55Q: 3 clusters Score -1.509144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15091453.000000 Penalty: 3806.958252
	Iteration 56Q: 3 clusters Score -1.509145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120345 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -15091451.000000 Penalty: 3806.958252
	Iteration 57Q: 3 clusters Score -1.509145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15091453.000000 Penalty: 3806.958252
	Iteration 58Q: 3 clusters Score -1.509145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120348 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15091457.000000 Penalty: 3806.958252
	Iteration 59Q: 3 clusters Score -1.509146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -15091452.000000 Penalty: 3806.958252
	Iteration 60F: 3 clusters Score -1.509145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -15091451.000000 Penalty: 3806.958252
	Iteration 61Q: 3 clusters Score -1.509145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -15091454.000000 Penalty: 3806.958252
	Iteration 62Q: 3 clusters Score -1.509145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120356 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -15091450.000000 Penalty: 3806.958252
	Iteration 63Q: 3 clusters Score -1.509145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120360 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -15091448.000000 Penalty: 3806.958252
	Iteration 64Q: 3 clusters Score -1.509145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -15091444.000000 Penalty: 3806.958252
	Iteration 65Q: 3 clusters Score -1.509144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120364 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -15091441.000000 Penalty: 3806.958252
	Iteration 66Q: 3 clusters Score -1.509144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120370 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15091441.000000 Penalty: 3806.958252
	Iteration 67Q: 3 clusters Score -1.509144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -15091434.000000 Penalty: 3806.958252
	Iteration 68Q: 3 clusters Score -1.509143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15091445.000000 Penalty: 3806.958252
	Iteration 69Q: 3 clusters Score -1.509144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -15091443.000000 Penalty: 3806.958252
	Iteration 70Q: 3 clusters Score -1.509144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120379 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15091444.000000 Penalty: 3806.958252
	Iteration 71Q: 3 clusters Score -1.509144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15091443.000000 Penalty: 3806.958252
	Iteration 72Q: 3 clusters Score -1.509144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15091444.000000 Penalty: 3806.958252
	Iteration 73Q: 3 clusters Score -1.509144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120387 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15091455.000000 Penalty: 3806.958252
	Iteration 74Q: 3 clusters Score -1.509146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120389 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -15091459.000000 Penalty: 3806.958252
	Iteration 75Q: 3 clusters Score -1.509146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120392 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -15091454.000000 Penalty: 3806.958252
	Iteration 76Q: 3 clusters Score -1.509145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120395 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -15091451.000000 Penalty: 3806.958252
	Iteration 77Q: 3 clusters Score -1.509145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120400 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -15091466.000000 Penalty: 3806.958252
	Iteration 78Q: 3 clusters Score -1.509147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120404 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15091463.000000 Penalty: 3806.958252
	Iteration 79Q: 3 clusters Score -1.509146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120407 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -15091466.000000 Penalty: 3806.958252
	Iteration 80F: 3 clusters Score -1.509147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15091477.000000 Penalty: 3806.958252
	Iteration 81Q: 3 clusters Score -1.509148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120411 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -15091476.000000 Penalty: 3806.958252
	Iteration 82Q: 3 clusters Score -1.509148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120415 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15091478.000000 Penalty: 3806.958252
	Iteration 83Q: 3 clusters Score -1.509148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120413 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -15091469.000000 Penalty: 3806.958252
	Iteration 84Q: 3 clusters Score -1.509147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120414 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -15091471.000000 Penalty: 3806.958252
	Iteration 85Q: 3 clusters Score -1.509147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120416 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -15091478.000000 Penalty: 3806.958252
	Iteration 86Q: 3 clusters Score -1.509148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -15091489.000000 Penalty: 3806.958252
	Iteration 87Q: 3 clusters Score -1.509149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15091487.000000 Penalty: 3806.958252
	Iteration 88Q: 3 clusters Score -1.509149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120423 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -15091479.000000 Penalty: 3806.958252
	Iteration 89Q: 3 clusters Score -1.509148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120432 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -15091487.000000 Penalty: 3806.958252
	Iteration 90Q: 3 clusters Score -1.509149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120439 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15091483.000000 Penalty: 3806.958252
	Iteration 91Q: 3 clusters Score -1.509148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15091485.000000 Penalty: 3806.958252
	Iteration 92Q: 3 clusters Score -1.509148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15091484.000000 Penalty: 3806.958252
	Iteration 93Q: 3 clusters Score -1.509148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -15091492.000000 Penalty: 3806.958252
	Iteration 94Q: 3 clusters Score -1.509149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120470 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15091497.000000 Penalty: 3806.958252
	Iteration 95Q: 3 clusters Score -1.50915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -15091495.000000 Penalty: 3806.958252
	Iteration 96Q: 3 clusters Score -1.50915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -15091506.000000 Penalty: 3806.958252
	Iteration 97Q: 3 clusters Score -1.509151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120487 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -15091501.000000 Penalty: 3806.958252
	Iteration 98Q: 3 clusters Score -1.50915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -15091484.000000 Penalty: 3806.958252
	Iteration 99Q: 3 clusters Score -1.509148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -15091484.000000 Penalty: 3806.958252
	Iteration 100F: 3 clusters Score -1.509148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15091497.000000 Penalty: 3806.958252
	Iteration 101Q: 3 clusters Score -1.50915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -15091496.000000 Penalty: 3806.958252
	Iteration 102Q: 3 clusters Score -1.50915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -15091494.000000 Penalty: 3806.958252
	Iteration 103Q: 3 clusters Score -1.509149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -15091494.000000 Penalty: 3806.958252
	Iteration 104Q: 3 clusters Score -1.509149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15091501.000000 Penalty: 3806.958252
	Iteration 105Q: 3 clusters Score -1.50915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15091498.000000 Penalty: 3806.958252
	Iteration 106Q: 3 clusters Score -1.50915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15091500.000000 Penalty: 3806.958252
	Iteration 107Q: 3 clusters Score -1.50915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15091500.000000 Penalty: 3806.958252
	Iteration 108F: 3 clusters Score -1.50915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Entering Unmasked Estep 
Score: -1150783.875000 Penalty: 1484.011475
	Iteration 0F: 2 clusters Score -1150784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1144096.625000 Penalty: 2968.022949
	Iteration 0F: 3 clusters Score -1144097 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1146179.625000 Penalty: 2968.022949
	Iteration 1F: 3 clusters Score -1146180 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1146417.625000 Penalty: 2968.022949
	Iteration 2F: 3 clusters Score -1146418 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1146606.500000 Penalty: 2968.022949
	Iteration 3Q: 3 clusters Score -1146606 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1146778.750000 Penalty: 2968.022949
	Iteration 4Q: 3 clusters Score -1146779 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1146957.625000 Penalty: 2968.022949
	Iteration 5Q: 3 clusters Score -1146958 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1147149.750000 Penalty: 2968.022949
	Iteration 6Q: 3 clusters Score -1147150 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1147379.625000 Penalty: 2968.022949
	Iteration 7Q: 3 clusters Score -1147380 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1147643.625000 Penalty: 2968.022949
	Iteration 8Q: 3 clusters Score -1147644 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1147939.875000 Penalty: 2968.022949
	Iteration 9Q: 3 clusters Score -1147940 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1148229.750000 Penalty: 2968.022949
	Iteration 10Q: 3 clusters Score -1148230 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1148519.250000 Penalty: 2968.022949
	Iteration 11Q: 3 clusters Score -1148519 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1148771.750000 Penalty: 2968.022949
	Iteration 12Q: 3 clusters Score -1148772 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1148977.000000 Penalty: 2968.022949
	Iteration 13Q: 3 clusters Score -1148977 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1149127.875000 Penalty: 2968.022949
	Iteration 14Q: 3 clusters Score -1149128 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1149232.750000 Penalty: 2968.022949
	Iteration 15Q: 3 clusters Score -1149233 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1149298.000000 Penalty: 2968.022949
	Iteration 16Q: 3 clusters Score -1149298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1149360.375000 Penalty: 2968.022949
	Iteration 17Q: 3 clusters Score -1149360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1149415.375000 Penalty: 2968.022949
	Iteration 18Q: 3 clusters Score -1149415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1149456.625000 Penalty: 2968.022949
	Iteration 19Q: 3 clusters Score -1149457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1149487.375000 Penalty: 2968.022949
	Iteration 20F: 3 clusters Score -1149487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1149519.000000 Penalty: 2968.022949
	Iteration 21Q: 3 clusters Score -1149519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1149537.625000 Penalty: 2968.022949
	Iteration 22Q: 3 clusters Score -1149538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1149552.375000 Penalty: 2968.022949
	Iteration 23Q: 3 clusters Score -1149552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1149561.250000 Penalty: 2968.022949
	Iteration 24Q: 3 clusters Score -1149561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1149568.500000 Penalty: 2968.022949
	Iteration 25Q: 3 clusters Score -1149568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1149571.125000 Penalty: 2968.022949
	Iteration 26Q: 3 clusters Score -1149571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1149573.250000 Penalty: 2968.022949
	Iteration 27Q: 3 clusters Score -1149573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1149577.250000 Penalty: 2968.022949
	Iteration 28Q: 3 clusters Score -1149577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1149582.750000 Penalty: 2968.022949
	Iteration 29Q: 3 clusters Score -1149583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1149586.125000 Penalty: 2968.022949
	Iteration 30Q: 3 clusters Score -1149586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1149584.625000 Penalty: 2968.022949
	Iteration 31Q: 3 clusters Score -1149585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1149583.375000 Penalty: 2968.022949
	Iteration 32Q: 3 clusters Score -1149583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1149586.875000 Penalty: 2968.022949
	Iteration 33Q: 3 clusters Score -1149587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1149587.875000 Penalty: 2968.022949
	Iteration 34Q: 3 clusters Score -1149588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1149587.250000 Penalty: 2968.022949
	Iteration 35Q: 3 clusters Score -1149587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1149588.375000 Penalty: 2968.022949
	Iteration 36Q: 3 clusters Score -1149588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1149588.375000 Penalty: 2968.022949
	Iteration 37F: 3 clusters Score -1149588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1455400.750000 Penalty: 1535.161865
	Iteration 0F: 2 clusters Score -1455401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1446464.375000 Penalty: 3070.323730
	Iteration 0F: 3 clusters Score -1446464 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1449954.875000 Penalty: 3070.323730
	Iteration 1F: 3 clusters Score -1449955 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1451013.375000 Penalty: 3070.323730
	Iteration 2F: 3 clusters Score -1451013 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1452294.875000 Penalty: 3070.323730
	Iteration 3F: 3 clusters Score -1452295 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1453502.750000 Penalty: 3070.323730
	Iteration 4F: 3 clusters Score -1453503 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1454442.875000 Penalty: 3070.323730
	Iteration 5F: 3 clusters Score -1454443 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1455179.250000 Penalty: 3070.323730
	Iteration 6F: 3 clusters Score -1455179 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1455669.500000 Penalty: 3070.323730
	Iteration 7Q: 3 clusters Score -1455670 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1456036.375000 Penalty: 3070.323730
	Iteration 8Q: 3 clusters Score -1456036 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1456335.250000 Penalty: 3070.323730
	Iteration 9Q: 3 clusters Score -1456335 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1456585.125000 Penalty: 3070.323730
	Iteration 10Q: 3 clusters Score -1456585 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1456827.125000 Penalty: 3070.323730
	Iteration 11Q: 3 clusters Score -1456827 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1457127.625000 Penalty: 3070.323730
	Iteration 12Q: 3 clusters Score -1457128 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1457440.625000 Penalty: 3070.323730
	Iteration 13Q: 3 clusters Score -1457441 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1457732.875000 Penalty: 3070.323730
	Iteration 14Q: 3 clusters Score -1457733 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1458040.750000 Penalty: 3070.323730
	Iteration 15Q: 3 clusters Score -1458041 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1458323.750000 Penalty: 3070.323730
	Iteration 16Q: 3 clusters Score -1458324 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1458532.625000 Penalty: 3070.323730
	Iteration 17Q: 3 clusters Score -1458533 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1458651.875000 Penalty: 3070.323730
	Iteration 18Q: 3 clusters Score -1458652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1458736.250000 Penalty: 3070.323730
	Iteration 19Q: 3 clusters Score -1458736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1458803.250000 Penalty: 3070.323730
	Iteration 20F: 3 clusters Score -1458803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1458835.000000 Penalty: 3070.323730
	Iteration 21Q: 3 clusters Score -1458835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1458853.875000 Penalty: 3070.323730
	Iteration 22Q: 3 clusters Score -1458854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1458864.500000 Penalty: 3070.323730
	Iteration 23Q: 3 clusters Score -1458864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1458868.250000 Penalty: 3070.323730
	Iteration 24Q: 3 clusters Score -1458868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1458871.250000 Penalty: 3070.323730
	Iteration 25Q: 3 clusters Score -1458871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1458876.125000 Penalty: 3070.323730
	Iteration 26Q: 3 clusters Score -1458876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1458875.375000 Penalty: 3070.323730
	Iteration 27Q: 3 clusters Score -1458875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1458877.000000 Penalty: 3070.323730
	Iteration 28Q: 3 clusters Score -1458877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1458878.375000 Penalty: 3070.323730
	Iteration 29Q: 3 clusters Score -1458878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1458878.500000 Penalty: 3070.323730
	Iteration 30Q: 3 clusters Score -1458878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1458877.250000 Penalty: 3070.323730
	Iteration 31Q: 3 clusters Score -1458877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1458878.625000 Penalty: 3070.323730
	Iteration 32Q: 3 clusters Score -1458879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1458877.250000 Penalty: 3070.323730
	Iteration 33Q: 3 clusters Score -1458877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1458879.625000 Penalty: 3070.323730
	Iteration 34Q: 3 clusters Score -1458880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1458879.875000 Penalty: 3070.323730
	Iteration 35Q: 3 clusters Score -1458880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1458880.625000 Penalty: 3070.323730
	Iteration 36Q: 3 clusters Score -1458881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1458882.125000 Penalty: 3070.323730
	Iteration 37Q: 3 clusters Score -1458882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1458882.125000 Penalty: 3070.323730
	Iteration 38F: 3 clusters Score -1458882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 19361 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 143230 members 
Mstep: Class 15 contains 34632 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Entering Unmasked Estep 
Score: -141523616.000000 Penalty: 45373.308594
Splitting cluster 5 changes total score from -141520976.000000 to -141523616.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -395611.562500 Penalty: 1310.554565
	Iteration 0F: 2 clusters Score -395611.6 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 1642 members 
Entering Unmasked Estep 
Score: -392766.750000 Penalty: 2621.109131
	Iteration 0F: 3 clusters Score -392766.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -393421.406250 Penalty: 2621.109131
	Iteration 1F: 3 clusters Score -393421.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -393544.718750 Penalty: 2621.109131
	Iteration 2F: 3 clusters Score -393544.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -393627.468750 Penalty: 2621.109131
	Iteration 3Q: 3 clusters Score -393627.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -393689.093750 Penalty: 2621.109131
	Iteration 4Q: 3 clusters Score -393689.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -393740.125000 Penalty: 2621.109131
	Iteration 5Q: 3 clusters Score -393740.1 nChanged 77
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: -393776.968750 Penalty: 2621.109131
	Iteration 6Q: 3 clusters Score -393777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -393801.843750 Penalty: 2621.109131
	Iteration 7Q: 3 clusters Score -393801.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -393821.437500 Penalty: 2621.109131
	Iteration 8Q: 3 clusters Score -393821.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -393840.750000 Penalty: 2621.109131
	Iteration 9Q: 3 clusters Score -393840.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -393858.968750 Penalty: 2621.109131
	Iteration 10Q: 3 clusters Score -393859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -393874.031250 Penalty: 2621.109131
	Iteration 11Q: 3 clusters Score -393874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -393885.343750 Penalty: 2621.109131
	Iteration 12Q: 3 clusters Score -393885.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -393901.437500 Penalty: 2621.109131
	Iteration 13Q: 3 clusters Score -393901.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -393917.062500 Penalty: 2621.109131
	Iteration 14Q: 3 clusters Score -393917.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -393926.718750 Penalty: 2621.109131
	Iteration 15Q: 3 clusters Score -393926.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -393934.281250 Penalty: 2621.109131
	Iteration 16Q: 3 clusters Score -393934.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -393941.625000 Penalty: 2621.109131
	Iteration 17Q: 3 clusters Score -393941.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -393950.312500 Penalty: 2621.109131
	Iteration 18Q: 3 clusters Score -393950.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -393960.625000 Penalty: 2621.109131
	Iteration 19Q: 3 clusters Score -393960.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -393968.468750 Penalty: 2621.109131
	Iteration 20F: 3 clusters Score -393968.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -393975.625000 Penalty: 2621.109131
	Iteration 21Q: 3 clusters Score -393975.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -393983.781250 Penalty: 2621.109131
	Iteration 22Q: 3 clusters Score -393983.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -393992.093750 Penalty: 2621.109131
	Iteration 23Q: 3 clusters Score -393992.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -393998.781250 Penalty: 2621.109131
	Iteration 24Q: 3 clusters Score -393998.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -394014.625000 Penalty: 2621.109131
	Iteration 25Q: 3 clusters Score -394014.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -394027.281250 Penalty: 2621.109131
	Iteration 26Q: 3 clusters Score -394027.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -394040.468750 Penalty: 2621.109131
	Iteration 27Q: 3 clusters Score -394040.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -394051.250000 Penalty: 2621.109131
	Iteration 28Q: 3 clusters Score -394051.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -394074.218750 Penalty: 2621.109131
	Iteration 29Q: 3 clusters Score -394074.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -394094.562500 Penalty: 2621.109131
	Iteration 30Q: 3 clusters Score -394094.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -394112.375000 Penalty: 2621.109131
	Iteration 31Q: 3 clusters Score -394112.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -394139.156250 Penalty: 2621.109131
	Iteration 32Q: 3 clusters Score -394139.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -394170.312500 Penalty: 2621.109131
	Iteration 33Q: 3 clusters Score -394170.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -394195.843750 Penalty: 2621.109131
	Iteration 34Q: 3 clusters Score -394195.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -394212.156250 Penalty: 2621.109131
	Iteration 35Q: 3 clusters Score -394212.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -394226.218750 Penalty: 2621.109131
	Iteration 36Q: 3 clusters Score -394226.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -394240.375000 Penalty: 2621.109131
	Iteration 37Q: 3 clusters Score -394240.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -394253.406250 Penalty: 2621.109131
	Iteration 38Q: 3 clusters Score -394253.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -394274.343750 Penalty: 2621.109131
	Iteration 39Q: 3 clusters Score -394274.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -394297.531250 Penalty: 2621.109131
	Iteration 40F: 3 clusters Score -394297.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -394320.062500 Penalty: 2621.109131
	Iteration 41Q: 3 clusters Score -394320.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -394340.500000 Penalty: 2621.109131
	Iteration 42Q: 3 clusters Score -394340.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -394354.281250 Penalty: 2621.109131
	Iteration 43Q: 3 clusters Score -394354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -394362.187500 Penalty: 2621.109131
	Iteration 44Q: 3 clusters Score -394362.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -394369.781250 Penalty: 2621.109131
	Iteration 45Q: 3 clusters Score -394369.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -394377.781250 Penalty: 2621.109131
	Iteration 46Q: 3 clusters Score -394377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -394385.906250 Penalty: 2621.109131
	Iteration 47Q: 3 clusters Score -394385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -394392.062500 Penalty: 2621.109131
	Iteration 48Q: 3 clusters Score -394392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -394398.406250 Penalty: 2621.109131
	Iteration 49Q: 3 clusters Score -394398.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -394407.593750 Penalty: 2621.109131
	Iteration 50Q: 3 clusters Score -394407.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -394415.562500 Penalty: 2621.109131
	Iteration 51Q: 3 clusters Score -394415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -394422.187500 Penalty: 2621.109131
	Iteration 52Q: 3 clusters Score -394422.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -394430.687500 Penalty: 2621.109131
	Iteration 53Q: 3 clusters Score -394430.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -394437.031250 Penalty: 2621.109131
	Iteration 54Q: 3 clusters Score -394437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -394442.906250 Penalty: 2621.109131
	Iteration 55Q: 3 clusters Score -394442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -394449.875000 Penalty: 2621.109131
	Iteration 56Q: 3 clusters Score -394449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -394454.031250 Penalty: 2621.109131
	Iteration 57Q: 3 clusters Score -394454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -394461.750000 Penalty: 2621.109131
	Iteration 58Q: 3 clusters Score -394461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -394465.531250 Penalty: 2621.109131
	Iteration 59Q: 3 clusters Score -394465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -394467.937500 Penalty: 2621.109131
	Iteration 60F: 3 clusters Score -394467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -394472.031250 Penalty: 2621.109131
	Iteration 61Q: 3 clusters Score -394472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -394475.093750 Penalty: 2621.109131
	Iteration 62Q: 3 clusters Score -394475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -394479.031250 Penalty: 2621.109131
	Iteration 63Q: 3 clusters Score -394479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -394484.312500 Penalty: 2621.109131
	Iteration 64Q: 3 clusters Score -394484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -394485.812500 Penalty: 2621.109131
	Iteration 65Q: 3 clusters Score -394485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -394487.281250 Penalty: 2621.109131
	Iteration 66Q: 3 clusters Score -394487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -394488.750000 Penalty: 2621.109131
	Iteration 67Q: 3 clusters Score -394488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -394490.843750 Penalty: 2621.109131
	Iteration 68Q: 3 clusters Score -394490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -394490.875000 Penalty: 2621.109131
	Iteration 69Q: 3 clusters Score -394490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -394490.875000 Penalty: 2621.109131
	Iteration 70F: 3 clusters Score -394490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -91527.523438 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -91527.52 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 550 members 
Entering Unmasked Estep 
Score: -90474.179688 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -90474.18 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92990.351562 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -92990.35 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94161.968750 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -94161.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -94524.460938 Penalty: 2287.033936
	Iteration 3F: 3 clusters Score -94524.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94661.117188 Penalty: 2287.033936
	Iteration 4Q: 3 clusters Score -94661.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94748.359375 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -94748.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94829.390625 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -94829.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94883.632812 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -94883.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94916.046875 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -94916.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94952.601562 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -94952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94986.179688 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -94986.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95002.968750 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -95002.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95038.906250 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -95038.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95081.039062 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -95081.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95103.984375 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -95103.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95132.226562 Penalty: 2287.033936
	Iteration 15Q: 3 clusters Score -95132.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95143.859375 Penalty: 2287.033936
	Iteration 16Q: 3 clusters Score -95143.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95153.265625 Penalty: 2287.033936
	Iteration 17Q: 3 clusters Score -95153.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95163.312500 Penalty: 2287.033936
	Iteration 18Q: 3 clusters Score -95163.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95174.656250 Penalty: 2287.033936
	Iteration 19Q: 3 clusters Score -95174.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95187.929688 Penalty: 2287.033936
	Iteration 20F: 3 clusters Score -95187.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95195.312500 Penalty: 2287.033936
	Iteration 21Q: 3 clusters Score -95195.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95200.343750 Penalty: 2287.033936
	Iteration 22Q: 3 clusters Score -95200.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -95202.007812 Penalty: 2287.033936
	Iteration 23Q: 3 clusters Score -95202.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -95202.007812 Penalty: 2287.033936
	Iteration 24F: 3 clusters Score -95202.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 19361 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 143230 members 
Mstep: Class 15 contains 34632 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Entering Unmasked Estep 
Score: -141526640.000000 Penalty: 47641.972656
Splitting cluster 7 changes total score from -141520976.000000 to -141526640.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -2369602.000000 Penalty: 1604.040039
	Iteration 0F: 2 clusters Score -2369602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2356505.250000 Penalty: 3208.080078
	Iteration 0F: 3 clusters Score -2356505 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2362358.750000 Penalty: 3208.080078
	Iteration 1F: 3 clusters Score -2362359 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2363645.750000 Penalty: 3208.080078
	Iteration 2F: 3 clusters Score -2363646 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2365090.250000 Penalty: 3208.080078
	Iteration 3F: 3 clusters Score -2365090 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2366349.250000 Penalty: 3208.080078
	Iteration 4F: 3 clusters Score -2366349 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2367318.000000 Penalty: 3208.080078
	Iteration 5F: 3 clusters Score -2367318 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2367988.250000 Penalty: 3208.080078
	Iteration 6F: 3 clusters Score -2367988 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2368395.750000 Penalty: 3208.080078
	Iteration 7Q: 3 clusters Score -2368396 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2368665.750000 Penalty: 3208.080078
	Iteration 8Q: 3 clusters Score -2368666 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2368879.250000 Penalty: 3208.080078
	Iteration 9Q: 3 clusters Score -2368879 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2369031.000000 Penalty: 3208.080078
	Iteration 10Q: 3 clusters Score -2369031 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2369151.500000 Penalty: 3208.080078
	Iteration 11Q: 3 clusters Score -2369152 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2369263.250000 Penalty: 3208.080078
	Iteration 12Q: 3 clusters Score -2369263 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2369382.750000 Penalty: 3208.080078
	Iteration 13Q: 3 clusters Score -2369383 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2369506.250000 Penalty: 3208.080078
	Iteration 14Q: 3 clusters Score -2369506 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2369577.250000 Penalty: 3208.080078
	Iteration 15Q: 3 clusters Score -2369577 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2369643.000000 Penalty: 3208.080078
	Iteration 16Q: 3 clusters Score -2369643 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2369673.000000 Penalty: 3208.080078
	Iteration 17Q: 3 clusters Score -2369673 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2369706.750000 Penalty: 3208.080078
	Iteration 18Q: 3 clusters Score -2369707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2369736.750000 Penalty: 3208.080078
	Iteration 19Q: 3 clusters Score -2369737 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2369757.000000 Penalty: 3208.080078
	Iteration 20F: 3 clusters Score -2369757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2369773.500000 Penalty: 3208.080078
	Iteration 21Q: 3 clusters Score -2369774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2369780.000000 Penalty: 3208.080078
	Iteration 22Q: 3 clusters Score -2369780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2369787.000000 Penalty: 3208.080078
	Iteration 23Q: 3 clusters Score -2369787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2369790.000000 Penalty: 3208.080078
	Iteration 24Q: 3 clusters Score -2369790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2369794.500000 Penalty: 3208.080078
	Iteration 25Q: 3 clusters Score -2369794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2369799.750000 Penalty: 3208.080078
	Iteration 26Q: 3 clusters Score -2369800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2369806.250000 Penalty: 3208.080078
	Iteration 27Q: 3 clusters Score -2369806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2369816.250000 Penalty: 3208.080078
	Iteration 28Q: 3 clusters Score -2369816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2369815.750000 Penalty: 3208.080078
	Iteration 29Q: 3 clusters Score -2369816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2369825.750000 Penalty: 3208.080078
	Iteration 30Q: 3 clusters Score -2369826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2369827.000000 Penalty: 3208.080078
	Iteration 31Q: 3 clusters Score -2369827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2369832.000000 Penalty: 3208.080078
	Iteration 32Q: 3 clusters Score -2369832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2369826.250000 Penalty: 3208.080078
	Iteration 33Q: 3 clusters Score -2369826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2369824.500000 Penalty: 3208.080078
	Iteration 34Q: 3 clusters Score -2369824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2369834.500000 Penalty: 3208.080078
	Iteration 35Q: 3 clusters Score -2369834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2369841.000000 Penalty: 3208.080078
	Iteration 36Q: 3 clusters Score -2369841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2369843.500000 Penalty: 3208.080078
	Iteration 37Q: 3 clusters Score -2369844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2369845.000000 Penalty: 3208.080078
	Iteration 38Q: 3 clusters Score -2369845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2369846.000000 Penalty: 3208.080078
	Iteration 39Q: 3 clusters Score -2369846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2369843.500000 Penalty: 3208.080078
	Iteration 40F: 3 clusters Score -2369844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2369841.250000 Penalty: 3208.080078
	Iteration 41Q: 3 clusters Score -2369841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2369840.750000 Penalty: 3208.080078
	Iteration 42Q: 3 clusters Score -2369841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2369843.250000 Penalty: 3208.080078
	Iteration 43Q: 3 clusters Score -2369843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2369842.500000 Penalty: 3208.080078
	Iteration 44Q: 3 clusters Score -2369842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2369843.000000 Penalty: 3208.080078
	Iteration 45Q: 3 clusters Score -2369843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2369846.750000 Penalty: 3208.080078
	Iteration 46Q: 3 clusters Score -2369847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2369848.000000 Penalty: 3208.080078
	Iteration 47Q: 3 clusters Score -2369848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2369845.750000 Penalty: 3208.080078
	Iteration 48Q: 3 clusters Score -2369846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2369842.750000 Penalty: 3208.080078
	Iteration 49Q: 3 clusters Score -2369843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2369844.250000 Penalty: 3208.080078
	Iteration 50Q: 3 clusters Score -2369844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2369844.250000 Penalty: 3208.080078
	Iteration 51F: 3 clusters Score -2369844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 143230 members 
Mstep: Class 15 contains 34632 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Entering Unmasked Estep 
Score: -141526608.000000 Penalty: 49910.636719
Splitting cluster 8 changes total score from -141520976.000000 to -141526608.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (140857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140857 members 
Entering Unmasked Estep 
Score: -17778820.000000 Penalty: 1926.518799
	Iteration 0F: 2 clusters Score -1.777882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -17705394.000000 Penalty: 3853.037598
	Iteration 0F: 3 clusters Score -1.770539e+07 nChanged 67900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -17745508.000000 Penalty: 3853.037598
	Iteration 1F: 3 clusters Score -1.774551e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -17748190.000000 Penalty: 3853.037598
	Iteration 2Q: 3 clusters Score -1.774819e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -17752850.000000 Penalty: 3853.037598
	Iteration 3F: 3 clusters Score -1.775285e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -17760910.000000 Penalty: 3853.037598
	Iteration 4F: 3 clusters Score -1.776091e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -17770832.000000 Penalty: 3853.037598
	Iteration 5F: 3 clusters Score -1.777083e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -17778174.000000 Penalty: 3853.037598
	Iteration 6F: 3 clusters Score -1.777817e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -17780906.000000 Penalty: 3853.037598
	Iteration 7F: 3 clusters Score -1.778091e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -17781678.000000 Penalty: 3853.037598
	Iteration 8Q: 3 clusters Score -1.778168e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -17782306.000000 Penalty: 3853.037598
	Iteration 9Q: 3 clusters Score -1.778231e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -17782708.000000 Penalty: 3853.037598
	Iteration 10Q: 3 clusters Score -1.778271e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -17783118.000000 Penalty: 3853.037598
	Iteration 11Q: 3 clusters Score -1.778312e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -17783384.000000 Penalty: 3853.037598
	Iteration 12Q: 3 clusters Score -1.778338e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -17783502.000000 Penalty: 3853.037598
	Iteration 13Q: 3 clusters Score -1.77835e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -17783730.000000 Penalty: 3853.037598
	Iteration 14Q: 3 clusters Score -1.778373e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -17783710.000000 Penalty: 3853.037598
	Iteration 15Q: 3 clusters Score -1.778371e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -17783866.000000 Penalty: 3853.037598
	Iteration 16Q: 3 clusters Score -1.778387e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -17783962.000000 Penalty: 3853.037598
	Iteration 17Q: 3 clusters Score -1.778396e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -17784110.000000 Penalty: 3853.037598
	Iteration 18Q: 3 clusters Score -1.778411e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -17784316.000000 Penalty: 3853.037598
	Iteration 19Q: 3 clusters Score -1.778432e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -17784514.000000 Penalty: 3853.037598
	Iteration 20F: 3 clusters Score -1.778451e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -17785398.000000 Penalty: 3853.037598
	Iteration 21Q: 3 clusters Score -1.77854e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -17785856.000000 Penalty: 3853.037598
	Iteration 22Q: 3 clusters Score -1.778586e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -17786070.000000 Penalty: 3853.037598
	Iteration 23Q: 3 clusters Score -1.778607e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -17786192.000000 Penalty: 3853.037598
	Iteration 24Q: 3 clusters Score -1.778619e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -17786370.000000 Penalty: 3853.037598
	Iteration 25Q: 3 clusters Score -1.778637e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -17786284.000000 Penalty: 3853.037598
	Iteration 26Q: 3 clusters Score -1.778628e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -17786228.000000 Penalty: 3853.037598
	Iteration 27Q: 3 clusters Score -1.778623e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 110344 members 
Entering Unmasked Estep 
Score: -17786378.000000 Penalty: 3853.037598
	Iteration 28Q: 3 clusters Score -1.778638e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -17786410.000000 Penalty: 3853.037598
	Iteration 29Q: 3 clusters Score -1.778641e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -17786448.000000 Penalty: 3853.037598
	Iteration 30Q: 3 clusters Score -1.778645e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
Score: -17786480.000000 Penalty: 3853.037598
	Iteration 31Q: 3 clusters Score -1.778648e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -17786476.000000 Penalty: 3853.037598
	Iteration 32Q: 3 clusters Score -1.778648e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -17786494.000000 Penalty: 3853.037598
	Iteration 33Q: 3 clusters Score -1.778649e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -17786606.000000 Penalty: 3853.037598
	Iteration 34Q: 3 clusters Score -1.778661e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 111789 members 
Entering Unmasked Estep 
Score: -17786664.000000 Penalty: 3853.037598
	Iteration 35Q: 3 clusters Score -1.778666e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 111858 members 
Entering Unmasked Estep 
Score: -17786702.000000 Penalty: 3853.037598
	Iteration 36Q: 3 clusters Score -1.77867e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 111873 members 
Entering Unmasked Estep 
Score: -17786674.000000 Penalty: 3853.037598
	Iteration 37Q: 3 clusters Score -1.778667e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -17786674.000000 Penalty: 3853.037598
	Iteration 38Q: 3 clusters Score -1.778667e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 111842 members 
Entering Unmasked Estep 
Score: -17786728.000000 Penalty: 3853.037598
	Iteration 39Q: 3 clusters Score -1.778673e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 111842 members 
Entering Unmasked Estep 
Score: -17786782.000000 Penalty: 3853.037598
	Iteration 40F: 3 clusters Score -1.778678e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
Score: -17786808.000000 Penalty: 3853.037598
	Iteration 41Q: 3 clusters Score -1.778681e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 111766 members 
Entering Unmasked Estep 
Score: -17786810.000000 Penalty: 3853.037598
	Iteration 42Q: 3 clusters Score -1.778681e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -17786888.000000 Penalty: 3853.037598
	Iteration 43Q: 3 clusters Score -1.778689e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -17786888.000000 Penalty: 3853.037598
	Iteration 44Q: 3 clusters Score -1.778689e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 111613 members 
Entering Unmasked Estep 
Score: -17786962.000000 Penalty: 3853.037598
	Iteration 45Q: 3 clusters Score -1.778696e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 111535 members 
Entering Unmasked Estep 
Score: -17786946.000000 Penalty: 3853.037598
	Iteration 46Q: 3 clusters Score -1.778695e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -17786972.000000 Penalty: 3853.037598
	Iteration 47Q: 3 clusters Score -1.778697e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -17787084.000000 Penalty: 3853.037598
	Iteration 48Q: 3 clusters Score -1.778708e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -17787150.000000 Penalty: 3853.037598
	Iteration 49Q: 3 clusters Score -1.778715e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -17787206.000000 Penalty: 3853.037598
	Iteration 50Q: 3 clusters Score -1.778721e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -17787302.000000 Penalty: 3853.037598
	Iteration 51Q: 3 clusters Score -1.77873e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -17787352.000000 Penalty: 3853.037598
	Iteration 52Q: 3 clusters Score -1.778735e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 110305 members 
Entering Unmasked Estep 
Score: -17787352.000000 Penalty: 3853.037598
	Iteration 53Q: 3 clusters Score -1.778735e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 110171 members 
Entering Unmasked Estep 
Score: -17787358.000000 Penalty: 3853.037598
	Iteration 54Q: 3 clusters Score -1.778736e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -17787406.000000 Penalty: 3853.037598
	Iteration 55Q: 3 clusters Score -1.778741e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -17787446.000000 Penalty: 3853.037598
	Iteration 56Q: 3 clusters Score -1.778745e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 109895 members 
Entering Unmasked Estep 
Score: -17787400.000000 Penalty: 3853.037598
	Iteration 57Q: 3 clusters Score -1.77874e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -17787418.000000 Penalty: 3853.037598
	Iteration 58Q: 3 clusters Score -1.778742e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -17787420.000000 Penalty: 3853.037598
	Iteration 59Q: 3 clusters Score -1.778742e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -17787428.000000 Penalty: 3853.037598
	Iteration 60F: 3 clusters Score -1.778743e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 109456 members 
Entering Unmasked Estep 
Score: -17787444.000000 Penalty: 3853.037598
	Iteration 61Q: 3 clusters Score -1.778744e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -17787470.000000 Penalty: 3853.037598
	Iteration 62Q: 3 clusters Score -1.778747e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -17787490.000000 Penalty: 3853.037598
	Iteration 63Q: 3 clusters Score -1.778749e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 109127 members 
Entering Unmasked Estep 
Score: -17787460.000000 Penalty: 3853.037598
	Iteration 64Q: 3 clusters Score -1.778746e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 109028 members 
Entering Unmasked Estep 
Score: -17787452.000000 Penalty: 3853.037598
	Iteration 65Q: 3 clusters Score -1.778745e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -17787480.000000 Penalty: 3853.037598
	Iteration 66Q: 3 clusters Score -1.778748e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -17787448.000000 Penalty: 3853.037598
	Iteration 67Q: 3 clusters Score -1.778745e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -17787466.000000 Penalty: 3853.037598
	Iteration 68Q: 3 clusters Score -1.778747e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -17787450.000000 Penalty: 3853.037598
	Iteration 69Q: 3 clusters Score -1.778745e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -17787438.000000 Penalty: 3853.037598
	Iteration 70Q: 3 clusters Score -1.778744e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -17787440.000000 Penalty: 3853.037598
	Iteration 71Q: 3 clusters Score -1.778744e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -17787452.000000 Penalty: 3853.037598
	Iteration 72Q: 3 clusters Score -1.778745e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -17787454.000000 Penalty: 3853.037598
	Iteration 73Q: 3 clusters Score -1.778745e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -17787456.000000 Penalty: 3853.037598
	Iteration 74Q: 3 clusters Score -1.778746e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -17787458.000000 Penalty: 3853.037598
	Iteration 75Q: 3 clusters Score -1.778746e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -17787488.000000 Penalty: 3853.037598
	Iteration 76Q: 3 clusters Score -1.778749e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -17787516.000000 Penalty: 3853.037598
	Iteration 77Q: 3 clusters Score -1.778752e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -17787512.000000 Penalty: 3853.037598
	Iteration 78Q: 3 clusters Score -1.778751e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -17787500.000000 Penalty: 3853.037598
	Iteration 79Q: 3 clusters Score -1.77875e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -17787500.000000 Penalty: 3853.037598
	Iteration 80F: 3 clusters Score -1.77875e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -17787486.000000 Penalty: 3853.037598
	Iteration 81Q: 3 clusters Score -1.778749e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -17787508.000000 Penalty: 3853.037598
	Iteration 82Q: 3 clusters Score -1.778751e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -17787516.000000 Penalty: 3853.037598
	Iteration 83Q: 3 clusters Score -1.778752e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 107627 members 
Entering Unmasked Estep 
Score: -17787454.000000 Penalty: 3853.037598
	Iteration 84Q: 3 clusters Score -1.778745e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -17787402.000000 Penalty: 3853.037598
	Iteration 85Q: 3 clusters Score -1.77874e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -17787368.000000 Penalty: 3853.037598
	Iteration 86Q: 3 clusters Score -1.778737e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 107360 members 
Entering Unmasked Estep 
Score: -17787384.000000 Penalty: 3853.037598
	Iteration 87Q: 3 clusters Score -1.778738e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -17787418.000000 Penalty: 3853.037598
	Iteration 88Q: 3 clusters Score -1.778742e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -17787394.000000 Penalty: 3853.037598
	Iteration 89Q: 3 clusters Score -1.778739e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -17787364.000000 Penalty: 3853.037598
	Iteration 90Q: 3 clusters Score -1.778736e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -17787410.000000 Penalty: 3853.037598
	Iteration 91Q: 3 clusters Score -1.778741e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -17787428.000000 Penalty: 3853.037598
	Iteration 92Q: 3 clusters Score -1.778743e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -17787434.000000 Penalty: 3853.037598
	Iteration 93Q: 3 clusters Score -1.778743e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -17787442.000000 Penalty: 3853.037598
	Iteration 94Q: 3 clusters Score -1.778744e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -17787422.000000 Penalty: 3853.037598
	Iteration 95Q: 3 clusters Score -1.778742e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -17787408.000000 Penalty: 3853.037598
	Iteration 96Q: 3 clusters Score -1.778741e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -17787394.000000 Penalty: 3853.037598
	Iteration 97Q: 3 clusters Score -1.778739e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -17787366.000000 Penalty: 3853.037598
	Iteration 98Q: 3 clusters Score -1.778737e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -17787344.000000 Penalty: 3853.037598
	Iteration 99Q: 3 clusters Score -1.778734e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -17787386.000000 Penalty: 3853.037598
	Iteration 100F: 3 clusters Score -1.778739e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -17787408.000000 Penalty: 3853.037598
	Iteration 101Q: 3 clusters Score -1.778741e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -17787468.000000 Penalty: 3853.037598
	Iteration 102Q: 3 clusters Score -1.778747e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -17787440.000000 Penalty: 3853.037598
	Iteration 103Q: 3 clusters Score -1.778744e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -17787412.000000 Penalty: 3853.037598
	Iteration 104Q: 3 clusters Score -1.778741e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -17787402.000000 Penalty: 3853.037598
	Iteration 105Q: 3 clusters Score -1.77874e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -17787372.000000 Penalty: 3853.037598
	Iteration 106Q: 3 clusters Score -1.778737e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 105846 members 
Entering Unmasked Estep 
Score: -17787332.000000 Penalty: 3853.037598
	Iteration 107Q: 3 clusters Score -1.778733e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -17787330.000000 Penalty: 3853.037598
	Iteration 108Q: 3 clusters Score -1.778733e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -17787312.000000 Penalty: 3853.037598
	Iteration 109Q: 3 clusters Score -1.778731e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -17787306.000000 Penalty: 3853.037598
	Iteration 110Q: 3 clusters Score -1.778731e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -17787316.000000 Penalty: 3853.037598
	Iteration 111Q: 3 clusters Score -1.778732e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -17787292.000000 Penalty: 3853.037598
	Iteration 112Q: 3 clusters Score -1.778729e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 105427 members 
Entering Unmasked Estep 
Score: -17787300.000000 Penalty: 3853.037598
	Iteration 113Q: 3 clusters Score -1.77873e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -17787308.000000 Penalty: 3853.037598
	Iteration 114Q: 3 clusters Score -1.778731e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 105234 members 
Entering Unmasked Estep 
Score: -17787326.000000 Penalty: 3853.037598
	Iteration 115Q: 3 clusters Score -1.778733e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -17787302.000000 Penalty: 3853.037598
	Iteration 116Q: 3 clusters Score -1.77873e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -17787326.000000 Penalty: 3853.037598
	Iteration 117Q: 3 clusters Score -1.778733e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -17787386.000000 Penalty: 3853.037598
	Iteration 118Q: 3 clusters Score -1.778739e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -17787402.000000 Penalty: 3853.037598
	Iteration 119Q: 3 clusters Score -1.77874e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -17787402.000000 Penalty: 3853.037598
	Iteration 120F: 3 clusters Score -1.77874e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -17787414.000000 Penalty: 3853.037598
	Iteration 121Q: 3 clusters Score -1.778741e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -17787442.000000 Penalty: 3853.037598
	Iteration 122Q: 3 clusters Score -1.778744e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -17787444.000000 Penalty: 3853.037598
	Iteration 123Q: 3 clusters Score -1.778744e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -17787428.000000 Penalty: 3853.037598
	Iteration 124Q: 3 clusters Score -1.778743e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -17787416.000000 Penalty: 3853.037598
	Iteration 125Q: 3 clusters Score -1.778742e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -17787514.000000 Penalty: 3853.037598
	Iteration 126Q: 3 clusters Score -1.778751e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -17787552.000000 Penalty: 3853.037598
	Iteration 127Q: 3 clusters Score -1.778755e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -17787542.000000 Penalty: 3853.037598
	Iteration 128Q: 3 clusters Score -1.778754e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -17787486.000000 Penalty: 3853.037598
	Iteration 129Q: 3 clusters Score -1.778749e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -17787524.000000 Penalty: 3853.037598
	Iteration 130Q: 3 clusters Score -1.778752e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -17787510.000000 Penalty: 3853.037598
	Iteration 131Q: 3 clusters Score -1.778751e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -17787444.000000 Penalty: 3853.037598
	Iteration 132Q: 3 clusters Score -1.778744e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -17787486.000000 Penalty: 3853.037598
	Iteration 133Q: 3 clusters Score -1.778749e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -17787554.000000 Penalty: 3853.037598
	Iteration 134Q: 3 clusters Score -1.778755e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -17787592.000000 Penalty: 3853.037598
	Iteration 135Q: 3 clusters Score -1.778759e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -17787508.000000 Penalty: 3853.037598
	Iteration 136Q: 3 clusters Score -1.778751e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -17787510.000000 Penalty: 3853.037598
	Iteration 137Q: 3 clusters Score -1.778751e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -17787502.000000 Penalty: 3853.037598
	Iteration 138Q: 3 clusters Score -1.77875e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 103003 members 
Entering Unmasked Estep 
Score: -17787550.000000 Penalty: 3853.037598
	Iteration 139Q: 3 clusters Score -1.778755e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -17787522.000000 Penalty: 3853.037598
	Iteration 140F: 3 clusters Score -1.778752e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -17787486.000000 Penalty: 3853.037598
	Iteration 141Q: 3 clusters Score -1.778749e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -17787446.000000 Penalty: 3853.037598
	Iteration 142Q: 3 clusters Score -1.778745e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 102664 members 
Entering Unmasked Estep 
Score: -17787408.000000 Penalty: 3853.037598
	Iteration 143Q: 3 clusters Score -1.778741e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -17787396.000000 Penalty: 3853.037598
	Iteration 144Q: 3 clusters Score -1.77874e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -17787424.000000 Penalty: 3853.037598
	Iteration 145Q: 3 clusters Score -1.778742e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -17787400.000000 Penalty: 3853.037598
	Iteration 146Q: 3 clusters Score -1.77874e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -17787390.000000 Penalty: 3853.037598
	Iteration 147Q: 3 clusters Score -1.778739e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -17787366.000000 Penalty: 3853.037598
	Iteration 148Q: 3 clusters Score -1.778737e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -17787282.000000 Penalty: 3853.037598
	Iteration 149Q: 3 clusters Score -1.778728e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 101827 members 
Entering Unmasked Estep 
Score: -17787270.000000 Penalty: 3853.037598
	Iteration 150Q: 3 clusters Score -1.778727e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -17787252.000000 Penalty: 3853.037598
	Iteration 151Q: 3 clusters Score -1.778725e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -17787264.000000 Penalty: 3853.037598
	Iteration 152Q: 3 clusters Score -1.778726e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -17787222.000000 Penalty: 3853.037598
	Iteration 153Q: 3 clusters Score -1.778722e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -17787184.000000 Penalty: 3853.037598
	Iteration 154Q: 3 clusters Score -1.778718e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -17787176.000000 Penalty: 3853.037598
	Iteration 155Q: 3 clusters Score -1.778718e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -17787196.000000 Penalty: 3853.037598
	Iteration 156Q: 3 clusters Score -1.77872e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -17787198.000000 Penalty: 3853.037598
	Iteration 157Q: 3 clusters Score -1.77872e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -17787144.000000 Penalty: 3853.037598
	Iteration 158Q: 3 clusters Score -1.778714e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -17787124.000000 Penalty: 3853.037598
	Iteration 159Q: 3 clusters Score -1.778712e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -17787140.000000 Penalty: 3853.037598
	Iteration 160F: 3 clusters Score -1.778714e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 101025 members 
Entering Unmasked Estep 
Score: -17787080.000000 Penalty: 3853.037598
	Iteration 161Q: 3 clusters Score -1.778708e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -17787106.000000 Penalty: 3853.037598
	Iteration 162Q: 3 clusters Score -1.778711e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -17787152.000000 Penalty: 3853.037598
	Iteration 163Q: 3 clusters Score -1.778715e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -17787144.000000 Penalty: 3853.037598
	Iteration 164Q: 3 clusters Score -1.778714e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -17787136.000000 Penalty: 3853.037598
	Iteration 165Q: 3 clusters Score -1.778714e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -17787118.000000 Penalty: 3853.037598
	Iteration 166Q: 3 clusters Score -1.778712e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -17787074.000000 Penalty: 3853.037598
	Iteration 167Q: 3 clusters Score -1.778707e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -17787048.000000 Penalty: 3853.037598
	Iteration 168Q: 3 clusters Score -1.778705e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -17787006.000000 Penalty: 3853.037598
	Iteration 169Q: 3 clusters Score -1.778701e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -17786950.000000 Penalty: 3853.037598
	Iteration 170Q: 3 clusters Score -1.778695e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -17786916.000000 Penalty: 3853.037598
	Iteration 171Q: 3 clusters Score -1.778692e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 100530 members 
Entering Unmasked Estep 
Score: -17786906.000000 Penalty: 3853.037598
	Iteration 172Q: 3 clusters Score -1.778691e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -17786862.000000 Penalty: 3853.037598
	Iteration 173Q: 3 clusters Score -1.778686e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 100306 members 
Entering Unmasked Estep 
Score: -17786860.000000 Penalty: 3853.037598
	Iteration 174Q: 3 clusters Score -1.778686e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -17786830.000000 Penalty: 3853.037598
	Iteration 175Q: 3 clusters Score -1.778683e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -17786860.000000 Penalty: 3853.037598
	Iteration 176Q: 3 clusters Score -1.778686e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -17786806.000000 Penalty: 3853.037598
	Iteration 177Q: 3 clusters Score -1.778681e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -17786750.000000 Penalty: 3853.037598
	Iteration 178Q: 3 clusters Score -1.778675e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -17786696.000000 Penalty: 3853.037598
	Iteration 179Q: 3 clusters Score -1.77867e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -17786674.000000 Penalty: 3853.037598
	Iteration 180F: 3 clusters Score -1.778667e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -17786616.000000 Penalty: 3853.037598
	Iteration 181Q: 3 clusters Score -1.778662e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -17786552.000000 Penalty: 3853.037598
	Iteration 182Q: 3 clusters Score -1.778655e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -17786546.000000 Penalty: 3853.037598
	Iteration 183Q: 3 clusters Score -1.778655e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -17786502.000000 Penalty: 3853.037598
	Iteration 184Q: 3 clusters Score -1.77865e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -17786492.000000 Penalty: 3853.037598
	Iteration 185Q: 3 clusters Score -1.778649e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -17786452.000000 Penalty: 3853.037598
	Iteration 186Q: 3 clusters Score -1.778645e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -17786410.000000 Penalty: 3853.037598
	Iteration 187Q: 3 clusters Score -1.778641e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -17786382.000000 Penalty: 3853.037598
	Iteration 188Q: 3 clusters Score -1.778638e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -17786330.000000 Penalty: 3853.037598
	Iteration 189Q: 3 clusters Score -1.778633e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -17786336.000000 Penalty: 3853.037598
	Iteration 190Q: 3 clusters Score -1.778634e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -17786314.000000 Penalty: 3853.037598
	Iteration 191Q: 3 clusters Score -1.778631e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -17786260.000000 Penalty: 3853.037598
	Iteration 192Q: 3 clusters Score -1.778626e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -17786246.000000 Penalty: 3853.037598
	Iteration 193Q: 3 clusters Score -1.778625e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -17786204.000000 Penalty: 3853.037598
	Iteration 194Q: 3 clusters Score -1.77862e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -17786154.000000 Penalty: 3853.037598
	Iteration 195Q: 3 clusters Score -1.778615e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -17786134.000000 Penalty: 3853.037598
	Iteration 196Q: 3 clusters Score -1.778613e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -17786150.000000 Penalty: 3853.037598
	Iteration 197Q: 3 clusters Score -1.778615e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -17786148.000000 Penalty: 3853.037598
	Iteration 198Q: 3 clusters Score -1.778615e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -17786156.000000 Penalty: 3853.037598
	Iteration 199Q: 3 clusters Score -1.778616e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -17786110.000000 Penalty: 3853.037598
	Iteration 200F: 3 clusters Score -1.778611e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -17786114.000000 Penalty: 3853.037598
	Iteration 201Q: 3 clusters Score -1.778611e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -17786040.000000 Penalty: 3853.037598
	Iteration 202Q: 3 clusters Score -1.778604e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -17786086.000000 Penalty: 3853.037598
	Iteration 203Q: 3 clusters Score -1.778609e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -17786074.000000 Penalty: 3853.037598
	Iteration 204Q: 3 clusters Score -1.778607e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -17786076.000000 Penalty: 3853.037598
	Iteration 205Q: 3 clusters Score -1.778608e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -17786114.000000 Penalty: 3853.037598
	Iteration 206Q: 3 clusters Score -1.778611e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
Score: -17786092.000000 Penalty: 3853.037598
	Iteration 207Q: 3 clusters Score -1.778609e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -17786056.000000 Penalty: 3853.037598
	Iteration 208Q: 3 clusters Score -1.778606e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -17786048.000000 Penalty: 3853.037598
	Iteration 209Q: 3 clusters Score -1.778605e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -17786004.000000 Penalty: 3853.037598
	Iteration 210Q: 3 clusters Score -1.7786e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -17785996.000000 Penalty: 3853.037598
	Iteration 211Q: 3 clusters Score -1.7786e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -17785992.000000 Penalty: 3853.037598
	Iteration 212Q: 3 clusters Score -1.778599e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -17785978.000000 Penalty: 3853.037598
	Iteration 213Q: 3 clusters Score -1.778598e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
Score: -17785932.000000 Penalty: 3853.037598
	Iteration 214Q: 3 clusters Score -1.778593e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -17785900.000000 Penalty: 3853.037598
	Iteration 215Q: 3 clusters Score -1.77859e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -17785876.000000 Penalty: 3853.037598
	Iteration 216Q: 3 clusters Score -1.778588e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -17785870.000000 Penalty: 3853.037598
	Iteration 217Q: 3 clusters Score -1.778587e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -17785882.000000 Penalty: 3853.037598
	Iteration 218Q: 3 clusters Score -1.778588e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -17785868.000000 Penalty: 3853.037598
	Iteration 219Q: 3 clusters Score -1.778587e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
Score: -17785878.000000 Penalty: 3853.037598
	Iteration 220F: 3 clusters Score -1.778588e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 92479 members 
Entering Unmasked Estep 
Score: -17785892.000000 Penalty: 3853.037598
	Iteration 221Q: 3 clusters Score -1.778589e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -17785872.000000 Penalty: 3853.037598
	Iteration 222Q: 3 clusters Score -1.778587e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -17785850.000000 Penalty: 3853.037598
	Iteration 223Q: 3 clusters Score -1.778585e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -17785846.000000 Penalty: 3853.037598
	Iteration 224Q: 3 clusters Score -1.778585e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -17785832.000000 Penalty: 3853.037598
	Iteration 225Q: 3 clusters Score -1.778583e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -17785822.000000 Penalty: 3853.037598
	Iteration 226Q: 3 clusters Score -1.778582e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -17785804.000000 Penalty: 3853.037598
	Iteration 227Q: 3 clusters Score -1.77858e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -17785778.000000 Penalty: 3853.037598
	Iteration 228Q: 3 clusters Score -1.778578e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -17785784.000000 Penalty: 3853.037598
	Iteration 229Q: 3 clusters Score -1.778578e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -17785782.000000 Penalty: 3853.037598
	Iteration 230Q: 3 clusters Score -1.778578e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -17785776.000000 Penalty: 3853.037598
	Iteration 231Q: 3 clusters Score -1.778578e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -17785794.000000 Penalty: 3853.037598
	Iteration 232Q: 3 clusters Score -1.778579e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -17785808.000000 Penalty: 3853.037598
	Iteration 233Q: 3 clusters Score -1.778581e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -17785774.000000 Penalty: 3853.037598
	Iteration 234Q: 3 clusters Score -1.778577e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -17785764.000000 Penalty: 3853.037598
	Iteration 235Q: 3 clusters Score -1.778576e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -17785744.000000 Penalty: 3853.037598
	Iteration 236Q: 3 clusters Score -1.778574e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -17785746.000000 Penalty: 3853.037598
	Iteration 237Q: 3 clusters Score -1.778575e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -17785812.000000 Penalty: 3853.037598
	Iteration 238Q: 3 clusters Score -1.778581e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -17785846.000000 Penalty: 3853.037598
	Iteration 239Q: 3 clusters Score -1.778585e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -17785852.000000 Penalty: 3853.037598
	Iteration 240F: 3 clusters Score -1.778585e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -17785882.000000 Penalty: 3853.037598
	Iteration 241Q: 3 clusters Score -1.778588e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -17785880.000000 Penalty: 3853.037598
	Iteration 242Q: 3 clusters Score -1.778588e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -17785912.000000 Penalty: 3853.037598
	Iteration 243Q: 3 clusters Score -1.778591e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -17785880.000000 Penalty: 3853.037598
	Iteration 244Q: 3 clusters Score -1.778588e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -17785924.000000 Penalty: 3853.037598
	Iteration 245Q: 3 clusters Score -1.778592e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -17785924.000000 Penalty: 3853.037598
	Iteration 246Q: 3 clusters Score -1.778592e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -17785956.000000 Penalty: 3853.037598
	Iteration 247Q: 3 clusters Score -1.778596e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 85414 members 
Entering Unmasked Estep 
Score: -17786018.000000 Penalty: 3853.037598
	Iteration 248Q: 3 clusters Score -1.778602e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -17786060.000000 Penalty: 3853.037598
	Iteration 249Q: 3 clusters Score -1.778606e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -17786084.000000 Penalty: 3853.037598
	Iteration 250Q: 3 clusters Score -1.778608e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -17786106.000000 Penalty: 3853.037598
	Iteration 251Q: 3 clusters Score -1.778611e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -17786174.000000 Penalty: 3853.037598
	Iteration 252Q: 3 clusters Score -1.778617e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -17786230.000000 Penalty: 3853.037598
	Iteration 253Q: 3 clusters Score -1.778623e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -17786232.000000 Penalty: 3853.037598
	Iteration 254Q: 3 clusters Score -1.778623e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -17786270.000000 Penalty: 3853.037598
	Iteration 255Q: 3 clusters Score -1.778627e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -17786388.000000 Penalty: 3853.037598
	Iteration 256Q: 3 clusters Score -1.778639e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 81726 members 
Entering Unmasked Estep 
Score: -17786448.000000 Penalty: 3853.037598
	Iteration 257Q: 3 clusters Score -1.778645e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -17786532.000000 Penalty: 3853.037598
	Iteration 258Q: 3 clusters Score -1.778653e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -17786586.000000 Penalty: 3853.037598
	Iteration 259Q: 3 clusters Score -1.778659e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -17786662.000000 Penalty: 3853.037598
	Iteration 260F: 3 clusters Score -1.778666e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -17786686.000000 Penalty: 3853.037598
	Iteration 261Q: 3 clusters Score -1.778669e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -17786754.000000 Penalty: 3853.037598
	Iteration 262Q: 3 clusters Score -1.778675e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -17786920.000000 Penalty: 3853.037598
	Iteration 263Q: 3 clusters Score -1.778692e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -17786974.000000 Penalty: 3853.037598
	Iteration 264Q: 3 clusters Score -1.778697e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -17787062.000000 Penalty: 3853.037598
	Iteration 265Q: 3 clusters Score -1.778706e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -17787172.000000 Penalty: 3853.037598
	Iteration 266Q: 3 clusters Score -1.778717e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -17787122.000000 Penalty: 3853.037598
	Iteration 267Q: 3 clusters Score -1.778712e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -17787134.000000 Penalty: 3853.037598
	Iteration 268Q: 3 clusters Score -1.778713e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -17787280.000000 Penalty: 3853.037598
	Iteration 269Q: 3 clusters Score -1.778728e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -17787284.000000 Penalty: 3853.037598
	Iteration 270Q: 3 clusters Score -1.778728e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -17787312.000000 Penalty: 3853.037598
	Iteration 271Q: 3 clusters Score -1.778731e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -17787400.000000 Penalty: 3853.037598
	Iteration 272Q: 3 clusters Score -1.77874e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -17787516.000000 Penalty: 3853.037598
	Iteration 273Q: 3 clusters Score -1.778752e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -17787608.000000 Penalty: 3853.037598
	Iteration 274Q: 3 clusters Score -1.778761e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -17787634.000000 Penalty: 3853.037598
	Iteration 275Q: 3 clusters Score -1.778763e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -17787590.000000 Penalty: 3853.037598
	Iteration 276Q: 3 clusters Score -1.778759e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -17787568.000000 Penalty: 3853.037598
	Iteration 277Q: 3 clusters Score -1.778757e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -17787430.000000 Penalty: 3853.037598
	Iteration 278Q: 3 clusters Score -1.778743e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -17787404.000000 Penalty: 3853.037598
	Iteration 279Q: 3 clusters Score -1.77874e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -17787632.000000 Penalty: 3853.037598
	Iteration 280F: 3 clusters Score -1.778763e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -17787508.000000 Penalty: 3853.037598
	Iteration 281Q: 3 clusters Score -1.778751e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -17787614.000000 Penalty: 3853.037598
	Iteration 282Q: 3 clusters Score -1.778761e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -17787844.000000 Penalty: 3853.037598
	Iteration 283Q: 3 clusters Score -1.778784e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -17788090.000000 Penalty: 3853.037598
	Iteration 284Q: 3 clusters Score -1.778809e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104830 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -17787894.000000 Penalty: 3853.037598
	Iteration 285Q: 3 clusters Score -1.778789e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -17787536.000000 Penalty: 3853.037598
	Iteration 286Q: 3 clusters Score -1.778754e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112705 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -17787718.000000 Penalty: 3853.037598
	Iteration 287Q: 3 clusters Score -1.778772e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117367 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -17788162.000000 Penalty: 3853.037598
	Iteration 288Q: 3 clusters Score -1.778816e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122046 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -17787560.000000 Penalty: 3853.037598
	Iteration 289Q: 3 clusters Score -1.778756e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126183 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -17786326.000000 Penalty: 3853.037598
	Iteration 290Q: 3 clusters Score -1.778633e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129304 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -17784906.000000 Penalty: 3853.037598
	Iteration 291Q: 3 clusters Score -1.778491e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131417 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -17783656.000000 Penalty: 3853.037598
	Iteration 292Q: 3 clusters Score -1.778366e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -17782828.000000 Penalty: 3853.037598
	Iteration 293Q: 3 clusters Score -1.778283e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133559 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -17782170.000000 Penalty: 3853.037598
	Iteration 294Q: 3 clusters Score -1.778217e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134070 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -17781852.000000 Penalty: 3853.037598
	Iteration 295Q: 3 clusters Score -1.778185e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134428 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -17781596.000000 Penalty: 3853.037598
	Iteration 296Q: 3 clusters Score -1.77816e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -17781420.000000 Penalty: 3853.037598
	Iteration 297Q: 3 clusters Score -1.778142e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -17781280.000000 Penalty: 3853.037598
	Iteration 298Q: 3 clusters Score -1.778128e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135008 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -17781170.000000 Penalty: 3853.037598
	Iteration 299Q: 3 clusters Score -1.778117e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -17782038.000000 Penalty: 3853.037598
	Iteration 300F: 3 clusters Score -1.778204e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136524 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -17780984.000000 Penalty: 3853.037598
	Iteration 301Q: 3 clusters Score -1.778098e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -17780212.000000 Penalty: 3853.037598
	Iteration 302Q: 3 clusters Score -1.778021e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138185 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -17779598.000000 Penalty: 3853.037598
	Iteration 303Q: 3 clusters Score -1.77796e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138642 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -17779156.000000 Penalty: 3853.037598
	Iteration 304Q: 3 clusters Score -1.777916e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138977 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -17778860.000000 Penalty: 3853.037598
	Iteration 305Q: 3 clusters Score -1.777886e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139216 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -17778668.000000 Penalty: 3853.037598
	Iteration 306Q: 3 clusters Score -1.777867e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139377 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -17778556.000000 Penalty: 3853.037598
	Iteration 307Q: 3 clusters Score -1.777856e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17778466.000000 Penalty: 3853.037598
	Iteration 308Q: 3 clusters Score -1.777847e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139592 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17778358.000000 Penalty: 3853.037598
	Iteration 309Q: 3 clusters Score -1.777836e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139654 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -17778326.000000 Penalty: 3853.037598
	Iteration 310Q: 3 clusters Score -1.777833e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139718 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17778340.000000 Penalty: 3853.037598
	Iteration 311Q: 3 clusters Score -1.777834e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139774 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17778304.000000 Penalty: 3853.037598
	Iteration 312Q: 3 clusters Score -1.77783e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139815 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -17778266.000000 Penalty: 3853.037598
	Iteration 313Q: 3 clusters Score -1.777827e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139846 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17778234.000000 Penalty: 3853.037598
	Iteration 314Q: 3 clusters Score -1.777823e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139879 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17778224.000000 Penalty: 3853.037598
	Iteration 315Q: 3 clusters Score -1.777822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139911 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17778200.000000 Penalty: 3853.037598
	Iteration 316Q: 3 clusters Score -1.77782e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139929 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17778170.000000 Penalty: 3853.037598
	Iteration 317Q: 3 clusters Score -1.777817e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139950 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17778150.000000 Penalty: 3853.037598
	Iteration 318Q: 3 clusters Score -1.777815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139967 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -17778166.000000 Penalty: 3853.037598
	Iteration 319Q: 3 clusters Score -1.777817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17778146.000000 Penalty: 3853.037598
	Iteration 320F: 3 clusters Score -1.777815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139986 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17778128.000000 Penalty: 3853.037598
	Iteration 321Q: 3 clusters Score -1.777813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139997 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17778128.000000 Penalty: 3853.037598
	Iteration 322Q: 3 clusters Score -1.777813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -17778122.000000 Penalty: 3853.037598
	Iteration 323Q: 3 clusters Score -1.777812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139997 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17778122.000000 Penalty: 3853.037598
	Iteration 324Q: 3 clusters Score -1.777812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140000 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17778128.000000 Penalty: 3853.037598
	Iteration 325Q: 3 clusters Score -1.777813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140005 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17778108.000000 Penalty: 3853.037598
	Iteration 326Q: 3 clusters Score -1.777811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -17778102.000000 Penalty: 3853.037598
	Iteration 327Q: 3 clusters Score -1.77781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17778092.000000 Penalty: 3853.037598
	Iteration 328Q: 3 clusters Score -1.777809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140017 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17778098.000000 Penalty: 3853.037598
	Iteration 329Q: 3 clusters Score -1.77781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -17778090.000000 Penalty: 3853.037598
	Iteration 330Q: 3 clusters Score -1.777809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -17778092.000000 Penalty: 3853.037598
	Iteration 331Q: 3 clusters Score -1.777809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140024 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -17778084.000000 Penalty: 3853.037598
	Iteration 332Q: 3 clusters Score -1.777808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -17778078.000000 Penalty: 3853.037598
	Iteration 333Q: 3 clusters Score -1.777808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -17778072.000000 Penalty: 3853.037598
	Iteration 334Q: 3 clusters Score -1.777807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -17778076.000000 Penalty: 3853.037598
	Iteration 335Q: 3 clusters Score -1.777808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17778066.000000 Penalty: 3853.037598
	Iteration 336Q: 3 clusters Score -1.777807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17778072.000000 Penalty: 3853.037598
	Iteration 337Q: 3 clusters Score -1.777807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -17778078.000000 Penalty: 3853.037598
	Iteration 338Q: 3 clusters Score -1.777808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17778066.000000 Penalty: 3853.037598
	Iteration 339Q: 3 clusters Score -1.777807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17778060.000000 Penalty: 3853.037598
	Iteration 340F: 3 clusters Score -1.777806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17778058.000000 Penalty: 3853.037598
	Iteration 341Q: 3 clusters Score -1.777806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17778058.000000 Penalty: 3853.037598
	Iteration 342F: 3 clusters Score -1.777806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (157852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Entering Unmasked Estep 
Score: -19827618.000000 Penalty: 1945.029541
	Iteration 0F: 2 clusters Score -1.982762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -19740170.000000 Penalty: 3890.059082
	Iteration 0F: 3 clusters Score -1.974017e+07 nChanged 76075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -19786024.000000 Penalty: 3890.059082
	Iteration 1F: 3 clusters Score -1.978602e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -19788280.000000 Penalty: 3890.059082
	Iteration 2Q: 3 clusters Score -1.978828e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -19791968.000000 Penalty: 3890.059082
	Iteration 3F: 3 clusters Score -1.979197e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -19798392.000000 Penalty: 3890.059082
	Iteration 4F: 3 clusters Score -1.979839e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118332 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -19806426.000000 Penalty: 3890.059082
	Iteration 5F: 3 clusters Score -1.980643e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -19813252.000000 Penalty: 3890.059082
	Iteration 6F: 3 clusters Score -1.981325e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -19818980.000000 Penalty: 3890.059082
	Iteration 7F: 3 clusters Score -1.981898e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -19822566.000000 Penalty: 3890.059082
	Iteration 8Q: 3 clusters Score -1.982257e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147524 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -19824354.000000 Penalty: 3890.059082
	Iteration 9Q: 3 clusters Score -1.982435e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149280 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -19824894.000000 Penalty: 3890.059082
	Iteration 10Q: 3 clusters Score -1.982489e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150492 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -19825262.000000 Penalty: 3890.059082
	Iteration 11Q: 3 clusters Score -1.982526e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -19825448.000000 Penalty: 3890.059082
	Iteration 12Q: 3 clusters Score -1.982545e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152227 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -19825532.000000 Penalty: 3890.059082
	Iteration 13Q: 3 clusters Score -1.982553e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -19825738.000000 Penalty: 3890.059082
	Iteration 14Q: 3 clusters Score -1.982574e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19825862.000000 Penalty: 3890.059082
	Iteration 15Q: 3 clusters Score -1.982586e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154039 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -19825918.000000 Penalty: 3890.059082
	Iteration 16Q: 3 clusters Score -1.982592e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -19826008.000000 Penalty: 3890.059082
	Iteration 17Q: 3 clusters Score -1.982601e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -19826088.000000 Penalty: 3890.059082
	Iteration 18Q: 3 clusters Score -1.982609e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -19826052.000000 Penalty: 3890.059082
	Iteration 19Q: 3 clusters Score -1.982605e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -19826072.000000 Penalty: 3890.059082
	Iteration 20F: 3 clusters Score -1.982607e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -19826148.000000 Penalty: 3890.059082
	Iteration 21Q: 3 clusters Score -1.982615e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19826118.000000 Penalty: 3890.059082
	Iteration 22Q: 3 clusters Score -1.982612e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -19826174.000000 Penalty: 3890.059082
	Iteration 23Q: 3 clusters Score -1.982617e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -19826210.000000 Penalty: 3890.059082
	Iteration 24Q: 3 clusters Score -1.982621e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -19826190.000000 Penalty: 3890.059082
	Iteration 25Q: 3 clusters Score -1.982619e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19826188.000000 Penalty: 3890.059082
	Iteration 26Q: 3 clusters Score -1.982619e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156266 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19826182.000000 Penalty: 3890.059082
	Iteration 27Q: 3 clusters Score -1.982618e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19826200.000000 Penalty: 3890.059082
	Iteration 28Q: 3 clusters Score -1.98262e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19826198.000000 Penalty: 3890.059082
	Iteration 29Q: 3 clusters Score -1.98262e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19826174.000000 Penalty: 3890.059082
	Iteration 30Q: 3 clusters Score -1.982617e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -19826180.000000 Penalty: 3890.059082
	Iteration 31Q: 3 clusters Score -1.982618e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -19826188.000000 Penalty: 3890.059082
	Iteration 32Q: 3 clusters Score -1.982619e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19826180.000000 Penalty: 3890.059082
	Iteration 33Q: 3 clusters Score -1.982618e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -19826172.000000 Penalty: 3890.059082
	Iteration 34Q: 3 clusters Score -1.982617e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19826176.000000 Penalty: 3890.059082
	Iteration 35Q: 3 clusters Score -1.982618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156714 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19826162.000000 Penalty: 3890.059082
	Iteration 36Q: 3 clusters Score -1.982616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19826146.000000 Penalty: 3890.059082
	Iteration 37Q: 3 clusters Score -1.982615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156760 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -19826172.000000 Penalty: 3890.059082
	Iteration 38Q: 3 clusters Score -1.982617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156791 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19826162.000000 Penalty: 3890.059082
	Iteration 39Q: 3 clusters Score -1.982616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156815 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19826190.000000 Penalty: 3890.059082
	Iteration 40F: 3 clusters Score -1.982619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156833 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19826202.000000 Penalty: 3890.059082
	Iteration 41Q: 3 clusters Score -1.98262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156856 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19826216.000000 Penalty: 3890.059082
	Iteration 42Q: 3 clusters Score -1.982622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -19826216.000000 Penalty: 3890.059082
	Iteration 43Q: 3 clusters Score -1.982622e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19826208.000000 Penalty: 3890.059082
	Iteration 44Q: 3 clusters Score -1.982621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19826196.000000 Penalty: 3890.059082
	Iteration 45Q: 3 clusters Score -1.98262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19826190.000000 Penalty: 3890.059082
	Iteration 46Q: 3 clusters Score -1.982619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156926 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -19826194.000000 Penalty: 3890.059082
	Iteration 47Q: 3 clusters Score -1.982619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19826184.000000 Penalty: 3890.059082
	Iteration 48Q: 3 clusters Score -1.982618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -19826196.000000 Penalty: 3890.059082
	Iteration 49Q: 3 clusters Score -1.98262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19826202.000000 Penalty: 3890.059082
	Iteration 50Q: 3 clusters Score -1.98262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19826202.000000 Penalty: 3890.059082
	Iteration 51Q: 3 clusters Score -1.98262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19826218.000000 Penalty: 3890.059082
	Iteration 52Q: 3 clusters Score -1.982622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19826232.000000 Penalty: 3890.059082
	Iteration 53Q: 3 clusters Score -1.982623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156990 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19826226.000000 Penalty: 3890.059082
	Iteration 54Q: 3 clusters Score -1.982623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19826222.000000 Penalty: 3890.059082
	Iteration 55Q: 3 clusters Score -1.982622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157003 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19826230.000000 Penalty: 3890.059082
	Iteration 56Q: 3 clusters Score -1.982623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157010 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19826220.000000 Penalty: 3890.059082
	Iteration 57Q: 3 clusters Score -1.982622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19826228.000000 Penalty: 3890.059082
	Iteration 58Q: 3 clusters Score -1.982623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157015 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19826218.000000 Penalty: 3890.059082
	Iteration 59Q: 3 clusters Score -1.982622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19826228.000000 Penalty: 3890.059082
	Iteration 60F: 3 clusters Score -1.982623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157021 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19826224.000000 Penalty: 3890.059082
	Iteration 61Q: 3 clusters Score -1.982622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -19826234.000000 Penalty: 3890.059082
	Iteration 62Q: 3 clusters Score -1.982623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157027 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -19826244.000000 Penalty: 3890.059082
	Iteration 63Q: 3 clusters Score -1.982624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19826242.000000 Penalty: 3890.059082
	Iteration 64Q: 3 clusters Score -1.982624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19826240.000000 Penalty: 3890.059082
	Iteration 65Q: 3 clusters Score -1.982624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19826234.000000 Penalty: 3890.059082
	Iteration 66Q: 3 clusters Score -1.982623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19826238.000000 Penalty: 3890.059082
	Iteration 67Q: 3 clusters Score -1.982624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157034 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19826234.000000 Penalty: 3890.059082
	Iteration 68Q: 3 clusters Score -1.982623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19826238.000000 Penalty: 3890.059082
	Iteration 69Q: 3 clusters Score -1.982624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19826232.000000 Penalty: 3890.059082
	Iteration 70Q: 3 clusters Score -1.982623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19826228.000000 Penalty: 3890.059082
	Iteration 71Q: 3 clusters Score -1.982623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19826228.000000 Penalty: 3890.059082
	Iteration 72Q: 3 clusters Score -1.982623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157040 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19826238.000000 Penalty: 3890.059082
	Iteration 73Q: 3 clusters Score -1.982624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19826230.000000 Penalty: 3890.059082
	Iteration 74Q: 3 clusters Score -1.982623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19826230.000000 Penalty: 3890.059082
	Iteration 75F: 3 clusters Score -1.982623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Entering Unmasked Estep 
Score: -5805627.500000 Penalty: 1751.502441
	Iteration 0F: 2 clusters Score -5805628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -5773552.000000 Penalty: 3503.004883
	Iteration 0F: 3 clusters Score -5773552 nChanged 22496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -5786732.500000 Penalty: 3503.004883
	Iteration 1F: 3 clusters Score -5786732 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5787939.000000 Penalty: 3503.004883
	Iteration 2Q: 3 clusters Score -5787939 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5789538.000000 Penalty: 3503.004883
	Iteration 3F: 3 clusters Score -5789538 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5791293.500000 Penalty: 3503.004883
	Iteration 4F: 3 clusters Score -5791294 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5792743.000000 Penalty: 3503.004883
	Iteration 5F: 3 clusters Score -5792743 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5794060.500000 Penalty: 3503.004883
	Iteration 6F: 3 clusters Score -5794060 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5795324.500000 Penalty: 3503.004883
	Iteration 7Q: 3 clusters Score -5795324 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5796437.500000 Penalty: 3503.004883
	Iteration 8Q: 3 clusters Score -5796438 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -5797367.000000 Penalty: 3503.004883
	Iteration 9Q: 3 clusters Score -5797367 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -5798166.500000 Penalty: 3503.004883
	Iteration 10Q: 3 clusters Score -5798166 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5798706.000000 Penalty: 3503.004883
	Iteration 11Q: 3 clusters Score -5798706 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5799175.000000 Penalty: 3503.004883
	Iteration 12Q: 3 clusters Score -5799175 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5799517.000000 Penalty: 3503.004883
	Iteration 13Q: 3 clusters Score -5799517 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -5799811.000000 Penalty: 3503.004883
	Iteration 14Q: 3 clusters Score -5799811 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5800115.500000 Penalty: 3503.004883
	Iteration 15Q: 3 clusters Score -5800116 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5800358.500000 Penalty: 3503.004883
	Iteration 16Q: 3 clusters Score -5800358 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5800592.500000 Penalty: 3503.004883
	Iteration 17Q: 3 clusters Score -5800592 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5800782.500000 Penalty: 3503.004883
	Iteration 18Q: 3 clusters Score -5800782 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -5800980.500000 Penalty: 3503.004883
	Iteration 19Q: 3 clusters Score -5800980 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5801242.000000 Penalty: 3503.004883
	Iteration 20F: 3 clusters Score -5801242 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5801485.500000 Penalty: 3503.004883
	Iteration 21Q: 3 clusters Score -5801486 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5801720.500000 Penalty: 3503.004883
	Iteration 22Q: 3 clusters Score -5801720 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -5801941.000000 Penalty: 3503.004883
	Iteration 23Q: 3 clusters Score -5801941 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -5802126.000000 Penalty: 3503.004883
	Iteration 24Q: 3 clusters Score -5802126 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -5802349.000000 Penalty: 3503.004883
	Iteration 25Q: 3 clusters Score -5802349 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5802531.500000 Penalty: 3503.004883
	Iteration 26Q: 3 clusters Score -5802532 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -5802687.000000 Penalty: 3503.004883
	Iteration 27Q: 3 clusters Score -5802687 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -5802879.000000 Penalty: 3503.004883
	Iteration 28Q: 3 clusters Score -5802879 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -5802992.500000 Penalty: 3503.004883
	Iteration 29Q: 3 clusters Score -5802992 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -5803152.500000 Penalty: 3503.004883
	Iteration 30Q: 3 clusters Score -5803152 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5803269.000000 Penalty: 3503.004883
	Iteration 31Q: 3 clusters Score -5803269 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -5803354.500000 Penalty: 3503.004883
	Iteration 32Q: 3 clusters Score -5803354 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -5803451.000000 Penalty: 3503.004883
	Iteration 33Q: 3 clusters Score -5803451 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5803541.500000 Penalty: 3503.004883
	Iteration 34Q: 3 clusters Score -5803542 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5803601.500000 Penalty: 3503.004883
	Iteration 35Q: 3 clusters Score -5803602 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -5803691.000000 Penalty: 3503.004883
	Iteration 36Q: 3 clusters Score -5803691 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5803752.000000 Penalty: 3503.004883
	Iteration 37Q: 3 clusters Score -5803752 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -5803818.000000 Penalty: 3503.004883
	Iteration 38Q: 3 clusters Score -5803818 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5803886.000000 Penalty: 3503.004883
	Iteration 39Q: 3 clusters Score -5803886 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5803916.000000 Penalty: 3503.004883
	Iteration 40F: 3 clusters Score -5803916 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5803968.000000 Penalty: 3503.004883
	Iteration 41Q: 3 clusters Score -5803968 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5804023.000000 Penalty: 3503.004883
	Iteration 42Q: 3 clusters Score -5804023 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5804057.000000 Penalty: 3503.004883
	Iteration 43Q: 3 clusters Score -5804057 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5804090.000000 Penalty: 3503.004883
	Iteration 44Q: 3 clusters Score -5804090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5804122.500000 Penalty: 3503.004883
	Iteration 45Q: 3 clusters Score -5804122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5804176.500000 Penalty: 3503.004883
	Iteration 46Q: 3 clusters Score -5804176 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5804190.500000 Penalty: 3503.004883
	Iteration 47Q: 3 clusters Score -5804190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5804211.500000 Penalty: 3503.004883
	Iteration 48Q: 3 clusters Score -5804212 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5804219.500000 Penalty: 3503.004883
	Iteration 49Q: 3 clusters Score -5804220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5804241.500000 Penalty: 3503.004883
	Iteration 50Q: 3 clusters Score -5804242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5804246.000000 Penalty: 3503.004883
	Iteration 51Q: 3 clusters Score -5804246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5804260.000000 Penalty: 3503.004883
	Iteration 52Q: 3 clusters Score -5804260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5804271.500000 Penalty: 3503.004883
	Iteration 53Q: 3 clusters Score -5804272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5804284.000000 Penalty: 3503.004883
	Iteration 54Q: 3 clusters Score -5804284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5804283.000000 Penalty: 3503.004883
	Iteration 55Q: 3 clusters Score -5804283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5804291.000000 Penalty: 3503.004883
	Iteration 56Q: 3 clusters Score -5804291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5804294.000000 Penalty: 3503.004883
	Iteration 57Q: 3 clusters Score -5804294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5804300.000000 Penalty: 3503.004883
	Iteration 58Q: 3 clusters Score -5804300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5804303.500000 Penalty: 3503.004883
	Iteration 59Q: 3 clusters Score -5804304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5804315.000000 Penalty: 3503.004883
	Iteration 60F: 3 clusters Score -5804315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5804316.000000 Penalty: 3503.004883
	Iteration 61Q: 3 clusters Score -5804316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5804319.500000 Penalty: 3503.004883
	Iteration 62Q: 3 clusters Score -5804320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5804325.000000 Penalty: 3503.004883
	Iteration 63Q: 3 clusters Score -5804325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5804326.000000 Penalty: 3503.004883
	Iteration 64Q: 3 clusters Score -5804326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5804315.500000 Penalty: 3503.004883
	Iteration 65Q: 3 clusters Score -5804316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5804321.000000 Penalty: 3503.004883
	Iteration 66Q: 3 clusters Score -5804321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5804327.500000 Penalty: 3503.004883
	Iteration 67Q: 3 clusters Score -5804328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5804335.000000 Penalty: 3503.004883
	Iteration 68Q: 3 clusters Score -5804335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5804332.500000 Penalty: 3503.004883
	Iteration 69Q: 3 clusters Score -5804332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5804340.500000 Penalty: 3503.004883
	Iteration 70Q: 3 clusters Score -5804340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5804359.000000 Penalty: 3503.004883
	Iteration 71Q: 3 clusters Score -5804359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5804353.500000 Penalty: 3503.004883
	Iteration 72Q: 3 clusters Score -5804354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5804365.000000 Penalty: 3503.004883
	Iteration 73Q: 3 clusters Score -5804365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5804364.000000 Penalty: 3503.004883
	Iteration 74Q: 3 clusters Score -5804364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5804365.500000 Penalty: 3503.004883
	Iteration 75Q: 3 clusters Score -5804366 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5804364.500000 Penalty: 3503.004883
	Iteration 76Q: 3 clusters Score -5804364 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5804369.500000 Penalty: 3503.004883
	Iteration 77Q: 3 clusters Score -5804370 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5804377.000000 Penalty: 3503.004883
	Iteration 78Q: 3 clusters Score -5804377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5804378.500000 Penalty: 3503.004883
	Iteration 79Q: 3 clusters Score -5804378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5804376.500000 Penalty: 3503.004883
	Iteration 80F: 3 clusters Score -5804376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5804380.000000 Penalty: 3503.004883
	Iteration 81Q: 3 clusters Score -5804380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5804382.000000 Penalty: 3503.004883
	Iteration 82Q: 3 clusters Score -5804382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5804387.000000 Penalty: 3503.004883
	Iteration 83Q: 3 clusters Score -5804387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5804391.500000 Penalty: 3503.004883
	Iteration 84Q: 3 clusters Score -5804392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5804385.000000 Penalty: 3503.004883
	Iteration 85Q: 3 clusters Score -5804385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5804397.000000 Penalty: 3503.004883
	Iteration 86Q: 3 clusters Score -5804397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5804397.000000 Penalty: 3503.004883
	Iteration 87Q: 3 clusters Score -5804397 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5804394.500000 Penalty: 3503.004883
	Iteration 88Q: 3 clusters Score -5804394 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5804397.000000 Penalty: 3503.004883
	Iteration 89Q: 3 clusters Score -5804397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5804392.500000 Penalty: 3503.004883
	Iteration 90Q: 3 clusters Score -5804392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5804396.500000 Penalty: 3503.004883
	Iteration 91Q: 3 clusters Score -5804396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5804397.500000 Penalty: 3503.004883
	Iteration 92Q: 3 clusters Score -5804398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5804400.500000 Penalty: 3503.004883
	Iteration 93Q: 3 clusters Score -5804400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5804399.500000 Penalty: 3503.004883
	Iteration 94Q: 3 clusters Score -5804400 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5804397.000000 Penalty: 3503.004883
	Iteration 95Q: 3 clusters Score -5804397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5804398.500000 Penalty: 3503.004883
	Iteration 96Q: 3 clusters Score -5804398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5804399.500000 Penalty: 3503.004883
	Iteration 97Q: 3 clusters Score -5804400 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5804400.000000 Penalty: 3503.004883
	Iteration 98Q: 3 clusters Score -5804400 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5804396.500000 Penalty: 3503.004883
	Iteration 99Q: 3 clusters Score -5804396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5804404.000000 Penalty: 3503.004883
	Iteration 100F: 3 clusters Score -5804404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5804404.500000 Penalty: 3503.004883
	Iteration 101Q: 3 clusters Score -5804404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5804408.000000 Penalty: 3503.004883
	Iteration 102Q: 3 clusters Score -5804408 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5804409.500000 Penalty: 3503.004883
	Iteration 103Q: 3 clusters Score -5804410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5804410.000000 Penalty: 3503.004883
	Iteration 104Q: 3 clusters Score -5804410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5804407.500000 Penalty: 3503.004883
	Iteration 105Q: 3 clusters Score -5804408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5804414.500000 Penalty: 3503.004883
	Iteration 106Q: 3 clusters Score -5804414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5804411.000000 Penalty: 3503.004883
	Iteration 107Q: 3 clusters Score -5804411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5804412.000000 Penalty: 3503.004883
	Iteration 108Q: 3 clusters Score -5804412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5804412.500000 Penalty: 3503.004883
	Iteration 109Q: 3 clusters Score -5804412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5804409.000000 Penalty: 3503.004883
	Iteration 110Q: 3 clusters Score -5804409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5804407.500000 Penalty: 3503.004883
	Iteration 111Q: 3 clusters Score -5804408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5804407.500000 Penalty: 3503.004883
	Iteration 112F: 3 clusters Score -5804408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -349078.218750 Penalty: 1297.530518
	Iteration 0F: 2 clusters Score -349078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -346426.250000 Penalty: 2595.061035
	Iteration 0F: 3 clusters Score -346426.2 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -347187.500000 Penalty: 2595.061035
	Iteration 1F: 3 clusters Score -347187.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347548.562500 Penalty: 2595.061035
	Iteration 2F: 3 clusters Score -347548.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -347836.531250 Penalty: 2595.061035
	Iteration 3F: 3 clusters Score -347836.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -348047.687500 Penalty: 2595.061035
	Iteration 4F: 3 clusters Score -348047.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -348202.187500 Penalty: 2595.061035
	Iteration 5F: 3 clusters Score -348202.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -348309.500000 Penalty: 2595.061035
	Iteration 6Q: 3 clusters Score -348309.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -348380.093750 Penalty: 2595.061035
	Iteration 7Q: 3 clusters Score -348380.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -348416.406250 Penalty: 2595.061035
	Iteration 8Q: 3 clusters Score -348416.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -348456.218750 Penalty: 2595.061035
	Iteration 9Q: 3 clusters Score -348456.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -348481.531250 Penalty: 2595.061035
	Iteration 10Q: 3 clusters Score -348481.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -348497.625000 Penalty: 2595.061035
	Iteration 11Q: 3 clusters Score -348497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -348508.312500 Penalty: 2595.061035
	Iteration 12Q: 3 clusters Score -348508.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -348514.968750 Penalty: 2595.061035
	Iteration 13Q: 3 clusters Score -348515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -348519.343750 Penalty: 2595.061035
	Iteration 14Q: 3 clusters Score -348519.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -348523.781250 Penalty: 2595.061035
	Iteration 15Q: 3 clusters Score -348523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -348529.687500 Penalty: 2595.061035
	Iteration 16Q: 3 clusters Score -348529.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -348538.406250 Penalty: 2595.061035
	Iteration 17Q: 3 clusters Score -348538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -348542.093750 Penalty: 2595.061035
	Iteration 18Q: 3 clusters Score -348542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -348546.937500 Penalty: 2595.061035
	Iteration 19Q: 3 clusters Score -348546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -348549.000000 Penalty: 2595.061035
	Iteration 20F: 3 clusters Score -348549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -348552.781250 Penalty: 2595.061035
	Iteration 21Q: 3 clusters Score -348552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -348556.750000 Penalty: 2595.061035
	Iteration 22Q: 3 clusters Score -348556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -348563.281250 Penalty: 2595.061035
	Iteration 23Q: 3 clusters Score -348563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -348566.250000 Penalty: 2595.061035
	Iteration 24Q: 3 clusters Score -348566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -348567.750000 Penalty: 2595.061035
	Iteration 25Q: 3 clusters Score -348567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -348567.750000 Penalty: 2595.061035
	Iteration 26F: 3 clusters Score -348567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -54514.832031 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -54514.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53811.183594 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -53811.18 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -56118.718750 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -56118.72 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -57370.113281 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -57370.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -57976.441406 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -57976.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -58639.656250 Penalty: 2219.331299
	Iteration 4F: 3 clusters Score -58639.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59252.855469 Penalty: 2219.331299
	Iteration 5Q: 3 clusters Score -59252.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -60097.933594 Penalty: 2219.331299
	Iteration 6Q: 3 clusters Score -60097.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60278.230469 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -60278.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60352.414062 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -60352.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60436.332031 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -60436.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60516.589844 Penalty: 2219.331299
	Iteration 10Q: 3 clusters Score -60516.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60529.527344 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -60529.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60550.203125 Penalty: 2219.331299
	Iteration 12Q: 3 clusters Score -60550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60561.847656 Penalty: 2219.331299
	Iteration 13Q: 3 clusters Score -60561.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60564.398438 Penalty: 2219.331299
	Iteration 14Q: 3 clusters Score -60564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60565.726562 Penalty: 2219.331299
	Iteration 15F: 3 clusters Score -60565.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60573.855469 Penalty: 2219.331299
	Iteration 16Q: 3 clusters Score -60573.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60576.789062 Penalty: 2219.331299
	Iteration 17Q: 3 clusters Score -60576.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60576.789062 Penalty: 2219.331299
	Iteration 18F: 3 clusters Score -60576.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 143230 members 
Mstep: Class 15 contains 34632 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Entering Unmasked Estep 
Score: -141531024.000000 Penalty: 52179.304688
Splitting cluster 13 changes total score from -141520976.000000 to -141531024.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (143230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143230 members 
Entering Unmasked Estep 
Score: -17985674.000000 Penalty: 1929.233643
	Iteration 0F: 2 clusters Score -1.798567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -17907326.000000 Penalty: 3858.467285
	Iteration 0F: 3 clusters Score -1.790733e+07 nChanged 69052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -17949162.000000 Penalty: 3858.467285
	Iteration 1F: 3 clusters Score -1.794916e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -17951724.000000 Penalty: 3858.467285
	Iteration 2Q: 3 clusters Score -1.795172e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -17955498.000000 Penalty: 3858.467285
	Iteration 3F: 3 clusters Score -1.79555e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -17961380.000000 Penalty: 3858.467285
	Iteration 4F: 3 clusters Score -1.796138e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -17968990.000000 Penalty: 3858.467285
	Iteration 5F: 3 clusters Score -1.796899e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -17977040.000000 Penalty: 3858.467285
	Iteration 6F: 3 clusters Score -1.797704e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -17981970.000000 Penalty: 3858.467285
	Iteration 7F: 3 clusters Score -1.798197e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -17983600.000000 Penalty: 3858.467285
	Iteration 8Q: 3 clusters Score -1.79836e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -17984078.000000 Penalty: 3858.467285
	Iteration 9Q: 3 clusters Score -1.798408e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -17984488.000000 Penalty: 3858.467285
	Iteration 10Q: 3 clusters Score -1.798449e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -17984702.000000 Penalty: 3858.467285
	Iteration 11Q: 3 clusters Score -1.79847e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -17985026.000000 Penalty: 3858.467285
	Iteration 12Q: 3 clusters Score -1.798503e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -17985300.000000 Penalty: 3858.467285
	Iteration 13Q: 3 clusters Score -1.79853e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -17985566.000000 Penalty: 3858.467285
	Iteration 14Q: 3 clusters Score -1.798557e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -17985806.000000 Penalty: 3858.467285
	Iteration 15Q: 3 clusters Score -1.798581e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -17986080.000000 Penalty: 3858.467285
	Iteration 16Q: 3 clusters Score -1.798608e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -17986258.000000 Penalty: 3858.467285
	Iteration 17Q: 3 clusters Score -1.798626e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -17986498.000000 Penalty: 3858.467285
	Iteration 18Q: 3 clusters Score -1.79865e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -17986664.000000 Penalty: 3858.467285
	Iteration 19Q: 3 clusters Score -1.798666e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -17986812.000000 Penalty: 3858.467285
	Iteration 20F: 3 clusters Score -1.798681e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -17986870.000000 Penalty: 3858.467285
	Iteration 21Q: 3 clusters Score -1.798687e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -17986966.000000 Penalty: 3858.467285
	Iteration 22Q: 3 clusters Score -1.798697e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -17987032.000000 Penalty: 3858.467285
	Iteration 23Q: 3 clusters Score -1.798703e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -17987112.000000 Penalty: 3858.467285
	Iteration 24Q: 3 clusters Score -1.798711e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -17987202.000000 Penalty: 3858.467285
	Iteration 25Q: 3 clusters Score -1.79872e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -17987260.000000 Penalty: 3858.467285
	Iteration 26Q: 3 clusters Score -1.798726e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -17987388.000000 Penalty: 3858.467285
	Iteration 27Q: 3 clusters Score -1.798739e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -17987432.000000 Penalty: 3858.467285
	Iteration 28Q: 3 clusters Score -1.798743e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -17987448.000000 Penalty: 3858.467285
	Iteration 29Q: 3 clusters Score -1.798745e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -17987560.000000 Penalty: 3858.467285
	Iteration 30Q: 3 clusters Score -1.798756e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 93047 members 
Entering Unmasked Estep 
Score: -17987578.000000 Penalty: 3858.467285
	Iteration 31Q: 3 clusters Score -1.798758e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -17987630.000000 Penalty: 3858.467285
	Iteration 32Q: 3 clusters Score -1.798763e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 93397 members 
Entering Unmasked Estep 
Score: -17987680.000000 Penalty: 3858.467285
	Iteration 33Q: 3 clusters Score -1.798768e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -17987722.000000 Penalty: 3858.467285
	Iteration 34Q: 3 clusters Score -1.798772e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -17987796.000000 Penalty: 3858.467285
	Iteration 35Q: 3 clusters Score -1.79878e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -17987850.000000 Penalty: 3858.467285
	Iteration 36Q: 3 clusters Score -1.798785e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 94018 members 
Entering Unmasked Estep 
Score: -17987970.000000 Penalty: 3858.467285
	Iteration 37Q: 3 clusters Score -1.798797e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -17988048.000000 Penalty: 3858.467285
	Iteration 38Q: 3 clusters Score -1.798805e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -17988090.000000 Penalty: 3858.467285
	Iteration 39Q: 3 clusters Score -1.798809e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -17988234.000000 Penalty: 3858.467285
	Iteration 40F: 3 clusters Score -1.798823e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -17988322.000000 Penalty: 3858.467285
	Iteration 41Q: 3 clusters Score -1.798832e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -17988450.000000 Penalty: 3858.467285
	Iteration 42Q: 3 clusters Score -1.798845e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -17988648.000000 Penalty: 3858.467285
	Iteration 43Q: 3 clusters Score -1.798865e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -17988790.000000 Penalty: 3858.467285
	Iteration 44Q: 3 clusters Score -1.798879e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -17988936.000000 Penalty: 3858.467285
	Iteration 45Q: 3 clusters Score -1.798894e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 96873 members 
Entering Unmasked Estep 
Score: -17989004.000000 Penalty: 3858.467285
	Iteration 46Q: 3 clusters Score -1.7989e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 97239 members 
Entering Unmasked Estep 
Score: -17989134.000000 Penalty: 3858.467285
	Iteration 47Q: 3 clusters Score -1.798913e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -17989286.000000 Penalty: 3858.467285
	Iteration 48Q: 3 clusters Score -1.798929e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -17989456.000000 Penalty: 3858.467285
	Iteration 49Q: 3 clusters Score -1.798946e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -17989706.000000 Penalty: 3858.467285
	Iteration 50Q: 3 clusters Score -1.798971e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -17990066.000000 Penalty: 3858.467285
	Iteration 51Q: 3 clusters Score -1.799007e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -17990486.000000 Penalty: 3858.467285
	Iteration 52Q: 3 clusters Score -1.799049e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -17990934.000000 Penalty: 3858.467285
	Iteration 53Q: 3 clusters Score -1.799093e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -17991390.000000 Penalty: 3858.467285
	Iteration 54Q: 3 clusters Score -1.799139e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -17991826.000000 Penalty: 3858.467285
	Iteration 55Q: 3 clusters Score -1.799183e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -17992190.000000 Penalty: 3858.467285
	Iteration 56Q: 3 clusters Score -1.799219e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -17992372.000000 Penalty: 3858.467285
	Iteration 57Q: 3 clusters Score -1.799237e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -17992248.000000 Penalty: 3858.467285
	Iteration 58Q: 3 clusters Score -1.799225e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -17991826.000000 Penalty: 3858.467285
	Iteration 59Q: 3 clusters Score -1.799183e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 119939 members 
Entering Unmasked Estep 
Score: -17991270.000000 Penalty: 3858.467285
	Iteration 60F: 3 clusters Score -1.799127e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 123629 members 
Entering Unmasked Estep 
Score: -17990334.000000 Penalty: 3858.467285
	Iteration 61Q: 3 clusters Score -1.799033e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 126890 members 
Entering Unmasked Estep 
Score: -17989262.000000 Penalty: 3858.467285
	Iteration 62Q: 3 clusters Score -1.798926e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -17988570.000000 Penalty: 3858.467285
	Iteration 63Q: 3 clusters Score -1.798857e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -17987832.000000 Penalty: 3858.467285
	Iteration 64Q: 3 clusters Score -1.798783e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -17987392.000000 Penalty: 3858.467285
	Iteration 65Q: 3 clusters Score -1.798739e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 135528 members 
Entering Unmasked Estep 
Score: -17987038.000000 Penalty: 3858.467285
	Iteration 66Q: 3 clusters Score -1.798704e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -17986802.000000 Penalty: 3858.467285
	Iteration 67Q: 3 clusters Score -1.79868e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 137652 members 
Entering Unmasked Estep 
Score: -17986534.000000 Penalty: 3858.467285
	Iteration 68Q: 3 clusters Score -1.798653e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 138307 members 
Entering Unmasked Estep 
Score: -17986438.000000 Penalty: 3858.467285
	Iteration 69Q: 3 clusters Score -1.798644e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -17986296.000000 Penalty: 3858.467285
	Iteration 70Q: 3 clusters Score -1.79863e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -17986176.000000 Penalty: 3858.467285
	Iteration 71Q: 3 clusters Score -1.798618e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 139432 members 
Entering Unmasked Estep 
Score: -17986130.000000 Penalty: 3858.467285
	Iteration 72Q: 3 clusters Score -1.798613e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -17986030.000000 Penalty: 3858.467285
	Iteration 73Q: 3 clusters Score -1.798603e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -17985956.000000 Penalty: 3858.467285
	Iteration 74Q: 3 clusters Score -1.798596e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 140013 members 
Entering Unmasked Estep 
Score: -17985918.000000 Penalty: 3858.467285
	Iteration 75Q: 3 clusters Score -1.798592e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 140154 members 
Entering Unmasked Estep 
Score: -17985812.000000 Penalty: 3858.467285
	Iteration 76Q: 3 clusters Score -1.798581e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 140267 members 
Entering Unmasked Estep 
Score: -17985838.000000 Penalty: 3858.467285
	Iteration 77Q: 3 clusters Score -1.798584e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -17985792.000000 Penalty: 3858.467285
	Iteration 78Q: 3 clusters Score -1.798579e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -17985782.000000 Penalty: 3858.467285
	Iteration 79Q: 3 clusters Score -1.798578e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 140477 members 
Entering Unmasked Estep 
Score: -17985770.000000 Penalty: 3858.467285
	Iteration 80F: 3 clusters Score -1.798577e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -17985748.000000 Penalty: 3858.467285
	Iteration 81Q: 3 clusters Score -1.798575e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 140594 members 
Entering Unmasked Estep 
Score: -17985760.000000 Penalty: 3858.467285
	Iteration 82Q: 3 clusters Score -1.798576e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 140643 members 
Entering Unmasked Estep 
Score: -17985744.000000 Penalty: 3858.467285
	Iteration 83Q: 3 clusters Score -1.798574e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 140696 members 
Entering Unmasked Estep 
Score: -17985728.000000 Penalty: 3858.467285
	Iteration 84Q: 3 clusters Score -1.798573e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 140727 members 
Entering Unmasked Estep 
Score: -17985710.000000 Penalty: 3858.467285
	Iteration 85Q: 3 clusters Score -1.798571e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 140751 members 
Entering Unmasked Estep 
Score: -17985712.000000 Penalty: 3858.467285
	Iteration 86Q: 3 clusters Score -1.798571e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 140769 members 
Entering Unmasked Estep 
Score: -17985730.000000 Penalty: 3858.467285
	Iteration 87Q: 3 clusters Score -1.798573e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -17985706.000000 Penalty: 3858.467285
	Iteration 88Q: 3 clusters Score -1.798571e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -17985698.000000 Penalty: 3858.467285
	Iteration 89Q: 3 clusters Score -1.79857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 140786 members 
Entering Unmasked Estep 
Score: -17985704.000000 Penalty: 3858.467285
	Iteration 90Q: 3 clusters Score -1.79857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 140768 members 
Entering Unmasked Estep 
Score: -17985706.000000 Penalty: 3858.467285
	Iteration 91Q: 3 clusters Score -1.798571e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 140761 members 
Entering Unmasked Estep 
Score: -17985698.000000 Penalty: 3858.467285
	Iteration 92Q: 3 clusters Score -1.79857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 140760 members 
Entering Unmasked Estep 
Score: -17985706.000000 Penalty: 3858.467285
	Iteration 93Q: 3 clusters Score -1.798571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 140757 members 
Entering Unmasked Estep 
Score: -17985714.000000 Penalty: 3858.467285
	Iteration 94Q: 3 clusters Score -1.798571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -17985720.000000 Penalty: 3858.467285
	Iteration 95Q: 3 clusters Score -1.798572e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -17985730.000000 Penalty: 3858.467285
	Iteration 96Q: 3 clusters Score -1.798573e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 140744 members 
Entering Unmasked Estep 
Score: -17985762.000000 Penalty: 3858.467285
	Iteration 97Q: 3 clusters Score -1.798576e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 140747 members 
Entering Unmasked Estep 
Score: -17985764.000000 Penalty: 3858.467285
	Iteration 98Q: 3 clusters Score -1.798576e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 140740 members 
Entering Unmasked Estep 
Score: -17985754.000000 Penalty: 3858.467285
	Iteration 99Q: 3 clusters Score -1.798575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 140725 members 
Entering Unmasked Estep 
Score: -17985762.000000 Penalty: 3858.467285
	Iteration 100F: 3 clusters Score -1.798576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -17985754.000000 Penalty: 3858.467285
	Iteration 101Q: 3 clusters Score -1.798575e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -17985742.000000 Penalty: 3858.467285
	Iteration 102Q: 3 clusters Score -1.798574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 140698 members 
Entering Unmasked Estep 
Score: -17985746.000000 Penalty: 3858.467285
	Iteration 103Q: 3 clusters Score -1.798575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -17985728.000000 Penalty: 3858.467285
	Iteration 104Q: 3 clusters Score -1.798573e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 140685 members 
Entering Unmasked Estep 
Score: -17985732.000000 Penalty: 3858.467285
	Iteration 105Q: 3 clusters Score -1.798573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 140686 members 
Entering Unmasked Estep 
Score: -17985730.000000 Penalty: 3858.467285
	Iteration 106Q: 3 clusters Score -1.798573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 140682 members 
Entering Unmasked Estep 
Score: -17985730.000000 Penalty: 3858.467285
	Iteration 107Q: 3 clusters Score -1.798573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -17985714.000000 Penalty: 3858.467285
	Iteration 108Q: 3 clusters Score -1.798571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 140663 members 
Entering Unmasked Estep 
Score: -17985708.000000 Penalty: 3858.467285
	Iteration 109Q: 3 clusters Score -1.798571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 140660 members 
Entering Unmasked Estep 
Score: -17985686.000000 Penalty: 3858.467285
	Iteration 110Q: 3 clusters Score -1.798569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 140653 members 
Entering Unmasked Estep 
Score: -17985698.000000 Penalty: 3858.467285
	Iteration 111Q: 3 clusters Score -1.79857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 140644 members 
Entering Unmasked Estep 
Score: -17985720.000000 Penalty: 3858.467285
	Iteration 112Q: 3 clusters Score -1.798572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 140649 members 
Entering Unmasked Estep 
Score: -17985684.000000 Penalty: 3858.467285
	Iteration 113Q: 3 clusters Score -1.798568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 140651 members 
Entering Unmasked Estep 
Score: -17985698.000000 Penalty: 3858.467285
	Iteration 114Q: 3 clusters Score -1.79857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 140644 members 
Entering Unmasked Estep 
Score: -17985708.000000 Penalty: 3858.467285
	Iteration 115Q: 3 clusters Score -1.798571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 140642 members 
Entering Unmasked Estep 
Score: -17985694.000000 Penalty: 3858.467285
	Iteration 116Q: 3 clusters Score -1.798569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 140634 members 
Entering Unmasked Estep 
Score: -17985700.000000 Penalty: 3858.467285
	Iteration 117Q: 3 clusters Score -1.79857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 140626 members 
Entering Unmasked Estep 
Score: -17985684.000000 Penalty: 3858.467285
	Iteration 118Q: 3 clusters Score -1.798568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 140628 members 
Entering Unmasked Estep 
Score: -17985686.000000 Penalty: 3858.467285
	Iteration 119Q: 3 clusters Score -1.798569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -17985674.000000 Penalty: 3858.467285
	Iteration 120F: 3 clusters Score -1.798567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 140617 members 
Entering Unmasked Estep 
Score: -17985684.000000 Penalty: 3858.467285
	Iteration 121Q: 3 clusters Score -1.798568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 140608 members 
Entering Unmasked Estep 
Score: -17985674.000000 Penalty: 3858.467285
	Iteration 122Q: 3 clusters Score -1.798567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -17985660.000000 Penalty: 3858.467285
	Iteration 123Q: 3 clusters Score -1.798566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 140591 members 
Entering Unmasked Estep 
Score: -17985678.000000 Penalty: 3858.467285
	Iteration 124Q: 3 clusters Score -1.798568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -17985672.000000 Penalty: 3858.467285
	Iteration 125Q: 3 clusters Score -1.798567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 140572 members 
Entering Unmasked Estep 
Score: -17985672.000000 Penalty: 3858.467285
	Iteration 126Q: 3 clusters Score -1.798567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -17985662.000000 Penalty: 3858.467285
	Iteration 127Q: 3 clusters Score -1.798566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 140549 members 
Entering Unmasked Estep 
Score: -17985668.000000 Penalty: 3858.467285
	Iteration 128Q: 3 clusters Score -1.798567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 140543 members 
Entering Unmasked Estep 
Score: -17985688.000000 Penalty: 3858.467285
	Iteration 129Q: 3 clusters Score -1.798569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -17985674.000000 Penalty: 3858.467285
	Iteration 130Q: 3 clusters Score -1.798567e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -17985684.000000 Penalty: 3858.467285
	Iteration 131Q: 3 clusters Score -1.798568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 140506 members 
Entering Unmasked Estep 
Score: -17985682.000000 Penalty: 3858.467285
	Iteration 132Q: 3 clusters Score -1.798568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 140480 members 
Entering Unmasked Estep 
Score: -17985692.000000 Penalty: 3858.467285
	Iteration 133Q: 3 clusters Score -1.798569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 140463 members 
Entering Unmasked Estep 
Score: -17985696.000000 Penalty: 3858.467285
	Iteration 134Q: 3 clusters Score -1.79857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -17985718.000000 Penalty: 3858.467285
	Iteration 135Q: 3 clusters Score -1.798572e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -17985688.000000 Penalty: 3858.467285
	Iteration 136Q: 3 clusters Score -1.798569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 140432 members 
Entering Unmasked Estep 
Score: -17985726.000000 Penalty: 3858.467285
	Iteration 137Q: 3 clusters Score -1.798573e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -17985696.000000 Penalty: 3858.467285
	Iteration 138Q: 3 clusters Score -1.79857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -17985712.000000 Penalty: 3858.467285
	Iteration 139Q: 3 clusters Score -1.798571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -17985702.000000 Penalty: 3858.467285
	Iteration 140F: 3 clusters Score -1.79857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 140394 members 
Entering Unmasked Estep 
Score: -17985720.000000 Penalty: 3858.467285
	Iteration 141Q: 3 clusters Score -1.798572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 140375 members 
Entering Unmasked Estep 
Score: -17985734.000000 Penalty: 3858.467285
	Iteration 142Q: 3 clusters Score -1.798573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -17985764.000000 Penalty: 3858.467285
	Iteration 143Q: 3 clusters Score -1.798576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -17985770.000000 Penalty: 3858.467285
	Iteration 144Q: 3 clusters Score -1.798577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 140336 members 
Entering Unmasked Estep 
Score: -17985794.000000 Penalty: 3858.467285
	Iteration 145Q: 3 clusters Score -1.798579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 140324 members 
Entering Unmasked Estep 
Score: -17985794.000000 Penalty: 3858.467285
	Iteration 146Q: 3 clusters Score -1.798579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 140313 members 
Entering Unmasked Estep 
Score: -17985782.000000 Penalty: 3858.467285
	Iteration 147Q: 3 clusters Score -1.798578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 140307 members 
Entering Unmasked Estep 
Score: -17985782.000000 Penalty: 3858.467285
	Iteration 148Q: 3 clusters Score -1.798578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 140296 members 
Entering Unmasked Estep 
Score: -17985788.000000 Penalty: 3858.467285
	Iteration 149Q: 3 clusters Score -1.798579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -17985788.000000 Penalty: 3858.467285
	Iteration 150Q: 3 clusters Score -1.798579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 140284 members 
Entering Unmasked Estep 
Score: -17985776.000000 Penalty: 3858.467285
	Iteration 151Q: 3 clusters Score -1.798578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 140276 members 
Entering Unmasked Estep 
Score: -17985788.000000 Penalty: 3858.467285
	Iteration 152Q: 3 clusters Score -1.798579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -17985788.000000 Penalty: 3858.467285
	Iteration 153Q: 3 clusters Score -1.798579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 140255 members 
Entering Unmasked Estep 
Score: -17985780.000000 Penalty: 3858.467285
	Iteration 154Q: 3 clusters Score -1.798578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 140251 members 
Entering Unmasked Estep 
Score: -17985780.000000 Penalty: 3858.467285
	Iteration 155Q: 3 clusters Score -1.798578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 140245 members 
Entering Unmasked Estep 
Score: -17985764.000000 Penalty: 3858.467285
	Iteration 156Q: 3 clusters Score -1.798576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 140242 members 
Entering Unmasked Estep 
Score: -17985762.000000 Penalty: 3858.467285
	Iteration 157Q: 3 clusters Score -1.798576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -17985774.000000 Penalty: 3858.467285
	Iteration 158Q: 3 clusters Score -1.798577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -17985766.000000 Penalty: 3858.467285
	Iteration 159Q: 3 clusters Score -1.798577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 140222 members 
Entering Unmasked Estep 
Score: -17985768.000000 Penalty: 3858.467285
	Iteration 160F: 3 clusters Score -1.798577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 140213 members 
Entering Unmasked Estep 
Score: -17985764.000000 Penalty: 3858.467285
	Iteration 161Q: 3 clusters Score -1.798576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 140203 members 
Entering Unmasked Estep 
Score: -17985772.000000 Penalty: 3858.467285
	Iteration 162Q: 3 clusters Score -1.798577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 140184 members 
Entering Unmasked Estep 
Score: -17985794.000000 Penalty: 3858.467285
	Iteration 163Q: 3 clusters Score -1.798579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -17985800.000000 Penalty: 3858.467285
	Iteration 164Q: 3 clusters Score -1.79858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 140162 members 
Entering Unmasked Estep 
Score: -17985814.000000 Penalty: 3858.467285
	Iteration 165Q: 3 clusters Score -1.798581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 140154 members 
Entering Unmasked Estep 
Score: -17985830.000000 Penalty: 3858.467285
	Iteration 166Q: 3 clusters Score -1.798583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 140138 members 
Entering Unmasked Estep 
Score: -17985820.000000 Penalty: 3858.467285
	Iteration 167Q: 3 clusters Score -1.798582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 140126 members 
Entering Unmasked Estep 
Score: -17985816.000000 Penalty: 3858.467285
	Iteration 168Q: 3 clusters Score -1.798582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 140124 members 
Entering Unmasked Estep 
Score: -17985824.000000 Penalty: 3858.467285
	Iteration 169Q: 3 clusters Score -1.798582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -17985832.000000 Penalty: 3858.467285
	Iteration 170Q: 3 clusters Score -1.798583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 140102 members 
Entering Unmasked Estep 
Score: -17985832.000000 Penalty: 3858.467285
	Iteration 171Q: 3 clusters Score -1.798583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 140089 members 
Entering Unmasked Estep 
Score: -17985830.000000 Penalty: 3858.467285
	Iteration 172Q: 3 clusters Score -1.798583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 140077 members 
Entering Unmasked Estep 
Score: -17985836.000000 Penalty: 3858.467285
	Iteration 173Q: 3 clusters Score -1.798584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 140072 members 
Entering Unmasked Estep 
Score: -17985840.000000 Penalty: 3858.467285
	Iteration 174Q: 3 clusters Score -1.798584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 140065 members 
Entering Unmasked Estep 
Score: -17985832.000000 Penalty: 3858.467285
	Iteration 175Q: 3 clusters Score -1.798583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 140057 members 
Entering Unmasked Estep 
Score: -17985840.000000 Penalty: 3858.467285
	Iteration 176Q: 3 clusters Score -1.798584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -17985858.000000 Penalty: 3858.467285
	Iteration 177Q: 3 clusters Score -1.798586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -17985856.000000 Penalty: 3858.467285
	Iteration 178Q: 3 clusters Score -1.798586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -17985862.000000 Penalty: 3858.467285
	Iteration 179Q: 3 clusters Score -1.798586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -17985864.000000 Penalty: 3858.467285
	Iteration 180F: 3 clusters Score -1.798586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -17985880.000000 Penalty: 3858.467285
	Iteration 181Q: 3 clusters Score -1.798588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 140016 members 
Entering Unmasked Estep 
Score: -17985884.000000 Penalty: 3858.467285
	Iteration 182Q: 3 clusters Score -1.798588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 140000 members 
Entering Unmasked Estep 
Score: -17985860.000000 Penalty: 3858.467285
	Iteration 183Q: 3 clusters Score -1.798586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 139989 members 
Entering Unmasked Estep 
Score: -17985860.000000 Penalty: 3858.467285
	Iteration 184Q: 3 clusters Score -1.798586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -17985858.000000 Penalty: 3858.467285
	Iteration 185Q: 3 clusters Score -1.798586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -17985850.000000 Penalty: 3858.467285
	Iteration 186Q: 3 clusters Score -1.798585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -17985834.000000 Penalty: 3858.467285
	Iteration 187Q: 3 clusters Score -1.798583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 139950 members 
Entering Unmasked Estep 
Score: -17985850.000000 Penalty: 3858.467285
	Iteration 188Q: 3 clusters Score -1.798585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 139943 members 
Entering Unmasked Estep 
Score: -17985838.000000 Penalty: 3858.467285
	Iteration 189Q: 3 clusters Score -1.798584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 139935 members 
Entering Unmasked Estep 
Score: -17985872.000000 Penalty: 3858.467285
	Iteration 190Q: 3 clusters Score -1.798587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 139931 members 
Entering Unmasked Estep 
Score: -17985854.000000 Penalty: 3858.467285
	Iteration 191Q: 3 clusters Score -1.798585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -17985856.000000 Penalty: 3858.467285
	Iteration 192Q: 3 clusters Score -1.798586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -17985834.000000 Penalty: 3858.467285
	Iteration 193Q: 3 clusters Score -1.798583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 139895 members 
Entering Unmasked Estep 
Score: -17985848.000000 Penalty: 3858.467285
	Iteration 194Q: 3 clusters Score -1.798585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 139887 members 
Entering Unmasked Estep 
Score: -17985848.000000 Penalty: 3858.467285
	Iteration 195Q: 3 clusters Score -1.798585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 139880 members 
Entering Unmasked Estep 
Score: -17985856.000000 Penalty: 3858.467285
	Iteration 196Q: 3 clusters Score -1.798586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 139874 members 
Entering Unmasked Estep 
Score: -17985830.000000 Penalty: 3858.467285
	Iteration 197Q: 3 clusters Score -1.798583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 139869 members 
Entering Unmasked Estep 
Score: -17985836.000000 Penalty: 3858.467285
	Iteration 198Q: 3 clusters Score -1.798584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -17985854.000000 Penalty: 3858.467285
	Iteration 199Q: 3 clusters Score -1.798585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 139865 members 
Entering Unmasked Estep 
Score: -17985850.000000 Penalty: 3858.467285
	Iteration 200F: 3 clusters Score -1.798585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 139860 members 
Entering Unmasked Estep 
Score: -17985854.000000 Penalty: 3858.467285
	Iteration 201Q: 3 clusters Score -1.798585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 139856 members 
Entering Unmasked Estep 
Score: -17985842.000000 Penalty: 3858.467285
	Iteration 202Q: 3 clusters Score -1.798584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 139854 members 
Entering Unmasked Estep 
Score: -17985852.000000 Penalty: 3858.467285
	Iteration 203Q: 3 clusters Score -1.798585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -17985864.000000 Penalty: 3858.467285
	Iteration 204Q: 3 clusters Score -1.798586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 139847 members 
Entering Unmasked Estep 
Score: -17985858.000000 Penalty: 3858.467285
	Iteration 205Q: 3 clusters Score -1.798586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -17985866.000000 Penalty: 3858.467285
	Iteration 206Q: 3 clusters Score -1.798587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -17985864.000000 Penalty: 3858.467285
	Iteration 207Q: 3 clusters Score -1.798586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 139839 members 
Entering Unmasked Estep 
Score: -17985872.000000 Penalty: 3858.467285
	Iteration 208Q: 3 clusters Score -1.798587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 139833 members 
Entering Unmasked Estep 
Score: -17985882.000000 Penalty: 3858.467285
	Iteration 209Q: 3 clusters Score -1.798588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -17985880.000000 Penalty: 3858.467285
	Iteration 210Q: 3 clusters Score -1.798588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 139831 members 
Entering Unmasked Estep 
Score: -17985876.000000 Penalty: 3858.467285
	Iteration 211Q: 3 clusters Score -1.798588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 139830 members 
Entering Unmasked Estep 
Score: -17985874.000000 Penalty: 3858.467285
	Iteration 212Q: 3 clusters Score -1.798587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -17985866.000000 Penalty: 3858.467285
	Iteration 213Q: 3 clusters Score -1.798587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 139823 members 
Entering Unmasked Estep 
Score: -17985856.000000 Penalty: 3858.467285
	Iteration 214Q: 3 clusters Score -1.798586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -17985854.000000 Penalty: 3858.467285
	Iteration 215Q: 3 clusters Score -1.798585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -17985860.000000 Penalty: 3858.467285
	Iteration 216Q: 3 clusters Score -1.798586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 139817 members 
Entering Unmasked Estep 
Score: -17985856.000000 Penalty: 3858.467285
	Iteration 217Q: 3 clusters Score -1.798586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 139814 members 
Entering Unmasked Estep 
Score: -17985864.000000 Penalty: 3858.467285
	Iteration 218Q: 3 clusters Score -1.798586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -17985864.000000 Penalty: 3858.467285
	Iteration 219Q: 3 clusters Score -1.798586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 139799 members 
Entering Unmasked Estep 
Score: -17985870.000000 Penalty: 3858.467285
	Iteration 220F: 3 clusters Score -1.798587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 139794 members 
Entering Unmasked Estep 
Score: -17985868.000000 Penalty: 3858.467285
	Iteration 221Q: 3 clusters Score -1.798587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 139791 members 
Entering Unmasked Estep 
Score: -17985874.000000 Penalty: 3858.467285
	Iteration 222Q: 3 clusters Score -1.798587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -17985866.000000 Penalty: 3858.467285
	Iteration 223Q: 3 clusters Score -1.798587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 139781 members 
Entering Unmasked Estep 
Score: -17985862.000000 Penalty: 3858.467285
	Iteration 224Q: 3 clusters Score -1.798586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 139777 members 
Entering Unmasked Estep 
Score: -17985858.000000 Penalty: 3858.467285
	Iteration 225Q: 3 clusters Score -1.798586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 139773 members 
Entering Unmasked Estep 
Score: -17985868.000000 Penalty: 3858.467285
	Iteration 226Q: 3 clusters Score -1.798587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -17985858.000000 Penalty: 3858.467285
	Iteration 227Q: 3 clusters Score -1.798586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -17985872.000000 Penalty: 3858.467285
	Iteration 228Q: 3 clusters Score -1.798587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 139767 members 
Entering Unmasked Estep 
Score: -17985868.000000 Penalty: 3858.467285
	Iteration 229Q: 3 clusters Score -1.798587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 139765 members 
Entering Unmasked Estep 
Score: -17985868.000000 Penalty: 3858.467285
	Iteration 230Q: 3 clusters Score -1.798587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 139761 members 
Entering Unmasked Estep 
Score: -17985878.000000 Penalty: 3858.467285
	Iteration 231Q: 3 clusters Score -1.798588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -17985880.000000 Penalty: 3858.467285
	Iteration 232Q: 3 clusters Score -1.798588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 139759 members 
Entering Unmasked Estep 
Score: -17985878.000000 Penalty: 3858.467285
	Iteration 233Q: 3 clusters Score -1.798588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 139756 members 
Entering Unmasked Estep 
Score: -17985886.000000 Penalty: 3858.467285
	Iteration 234Q: 3 clusters Score -1.798589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 139755 members 
Entering Unmasked Estep 
Score: -17985878.000000 Penalty: 3858.467285
	Iteration 235Q: 3 clusters Score -1.798588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -17985886.000000 Penalty: 3858.467285
	Iteration 236Q: 3 clusters Score -1.798589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 139741 members 
Entering Unmasked Estep 
Score: -17985884.000000 Penalty: 3858.467285
	Iteration 237Q: 3 clusters Score -1.798588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 139737 members 
Entering Unmasked Estep 
Score: -17985886.000000 Penalty: 3858.467285
	Iteration 238Q: 3 clusters Score -1.798589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -17985898.000000 Penalty: 3858.467285
	Iteration 239Q: 3 clusters Score -1.79859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
Score: -17985874.000000 Penalty: 3858.467285
	Iteration 240F: 3 clusters Score -1.798587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -17985876.000000 Penalty: 3858.467285
	Iteration 241Q: 3 clusters Score -1.798588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
Score: -17985884.000000 Penalty: 3858.467285
	Iteration 242Q: 3 clusters Score -1.798588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
Score: -17985872.000000 Penalty: 3858.467285
	Iteration 243Q: 3 clusters Score -1.798587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 139733 members 
Entering Unmasked Estep 
Score: -17985874.000000 Penalty: 3858.467285
	Iteration 244Q: 3 clusters Score -1.798587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 139731 members 
Entering Unmasked Estep 
Score: -17985874.000000 Penalty: 3858.467285
	Iteration 245Q: 3 clusters Score -1.798587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -17985872.000000 Penalty: 3858.467285
	Iteration 246Q: 3 clusters Score -1.798587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -17985864.000000 Penalty: 3858.467285
	Iteration 247Q: 3 clusters Score -1.798586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -17985864.000000 Penalty: 3858.467285
	Iteration 248F: 3 clusters Score -1.798586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 34632 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 139728 members 
Entering Unmasked Estep 
Score: -141531360.000000 Penalty: 54447.968750
Splitting cluster 14 changes total score from -141520976.000000 to -141531360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (34632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Entering Unmasked Estep 
Score: -4157026.000000 Penalty: 1698.536743
	Iteration 0F: 2 clusters Score -4157026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4133776.500000 Penalty: 3397.073486
	Iteration 0F: 3 clusters Score -4133776 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4143735.750000 Penalty: 3397.073486
	Iteration 1F: 3 clusters Score -4143736 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -4146333.750000 Penalty: 3397.073486
	Iteration 2F: 3 clusters Score -4146334 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4151225.500000 Penalty: 3397.073486
	Iteration 3F: 3 clusters Score -4151226 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4157399.250000 Penalty: 3397.073486
	Iteration 4F: 3 clusters Score -4157399 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4161372.500000 Penalty: 3397.073486
	Iteration 5F: 3 clusters Score -4161372 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -4163378.500000 Penalty: 3397.073486
	Iteration 6F: 3 clusters Score -4163378 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4164205.000000 Penalty: 3397.073486
	Iteration 7Q: 3 clusters Score -4164205 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4164498.750000 Penalty: 3397.073486
	Iteration 8Q: 3 clusters Score -4164499 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4164614.250000 Penalty: 3397.073486
	Iteration 9Q: 3 clusters Score -4164614 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4164709.250000 Penalty: 3397.073486
	Iteration 10Q: 3 clusters Score -4164709 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4164784.250000 Penalty: 3397.073486
	Iteration 11Q: 3 clusters Score -4164784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4164803.750000 Penalty: 3397.073486
	Iteration 12Q: 3 clusters Score -4164804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4164818.750000 Penalty: 3397.073486
	Iteration 13Q: 3 clusters Score -4164819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4164827.000000 Penalty: 3397.073486
	Iteration 14Q: 3 clusters Score -4164827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4164831.750000 Penalty: 3397.073486
	Iteration 15Q: 3 clusters Score -4164832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4164832.000000 Penalty: 3397.073486
	Iteration 16Q: 3 clusters Score -4164832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4164839.000000 Penalty: 3397.073486
	Iteration 17Q: 3 clusters Score -4164839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4164839.750000 Penalty: 3397.073486
	Iteration 18Q: 3 clusters Score -4164840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -4164849.250000 Penalty: 3397.073486
	Iteration 19Q: 3 clusters Score -4164849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4164846.000000 Penalty: 3397.073486
	Iteration 20F: 3 clusters Score -4164846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4164844.750000 Penalty: 3397.073486
	Iteration 21Q: 3 clusters Score -4164845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4164847.500000 Penalty: 3397.073486
	Iteration 22Q: 3 clusters Score -4164848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4164855.250000 Penalty: 3397.073486
	Iteration 23Q: 3 clusters Score -4164855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4164853.750000 Penalty: 3397.073486
	Iteration 24Q: 3 clusters Score -4164854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4164851.750000 Penalty: 3397.073486
	Iteration 25Q: 3 clusters Score -4164852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4164858.000000 Penalty: 3397.073486
	Iteration 26Q: 3 clusters Score -4164858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4164855.500000 Penalty: 3397.073486
	Iteration 27Q: 3 clusters Score -4164856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4164857.000000 Penalty: 3397.073486
	Iteration 28Q: 3 clusters Score -4164857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4164857.750000 Penalty: 3397.073486
	Iteration 29Q: 3 clusters Score -4164858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4164853.250000 Penalty: 3397.073486
	Iteration 30Q: 3 clusters Score -4164853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4164856.250000 Penalty: 3397.073486
	Iteration 31Q: 3 clusters Score -4164856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4164856.000000 Penalty: 3397.073486
	Iteration 32Q: 3 clusters Score -4164856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4164851.500000 Penalty: 3397.073486
	Iteration 33Q: 3 clusters Score -4164852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4164851.000000 Penalty: 3397.073486
	Iteration 34Q: 3 clusters Score -4164851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4164859.000000 Penalty: 3397.073486
	Iteration 35Q: 3 clusters Score -4164859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4164862.000000 Penalty: 3397.073486
	Iteration 36Q: 3 clusters Score -4164862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4164862.000000 Penalty: 3397.073486
	Iteration 37F: 3 clusters Score -4164862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 139728 members 
Mstep: Class 25 contains 4021 members 
Entering Unmasked Estep 
Score: -141538928.000000 Penalty: 56716.632812
Splitting cluster 15 changes total score from -141520976.000000 to -141538928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -241612.750000 Penalty: 1250.708374
	Iteration 0F: 2 clusters Score -241612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -239477.562500 Penalty: 2501.416748
	Iteration 0F: 3 clusters Score -239477.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -240459.031250 Penalty: 2501.416748
	Iteration 1F: 3 clusters Score -240459 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -240937.328125 Penalty: 2501.416748
	Iteration 2F: 3 clusters Score -240937.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -241266.000000 Penalty: 2501.416748
	Iteration 3F: 3 clusters Score -241266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -241494.859375 Penalty: 2501.416748
	Iteration 4F: 3 clusters Score -241494.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -241638.687500 Penalty: 2501.416748
	Iteration 5Q: 3 clusters Score -241638.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -241799.093750 Penalty: 2501.416748
	Iteration 6Q: 3 clusters Score -241799.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -241905.171875 Penalty: 2501.416748
	Iteration 7Q: 3 clusters Score -241905.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -241994.437500 Penalty: 2501.416748
	Iteration 8Q: 3 clusters Score -241994.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -242062.312500 Penalty: 2501.416748
	Iteration 9Q: 3 clusters Score -242062.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -242091.750000 Penalty: 2501.416748
	Iteration 10Q: 3 clusters Score -242091.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -242107.812500 Penalty: 2501.416748
	Iteration 11Q: 3 clusters Score -242107.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -242121.703125 Penalty: 2501.416748
	Iteration 12Q: 3 clusters Score -242121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -242125.218750 Penalty: 2501.416748
	Iteration 13Q: 3 clusters Score -242125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -242126.187500 Penalty: 2501.416748
	Iteration 14Q: 3 clusters Score -242126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -242126.515625 Penalty: 2501.416748
	Iteration 15Q: 3 clusters Score -242126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -242131.359375 Penalty: 2501.416748
	Iteration 16F: 3 clusters Score -242131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -242136.265625 Penalty: 2501.416748
	Iteration 17Q: 3 clusters Score -242136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -242138.390625 Penalty: 2501.416748
	Iteration 18Q: 3 clusters Score -242138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -242139.156250 Penalty: 2501.416748
	Iteration 19Q: 3 clusters Score -242139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -242139.796875 Penalty: 2501.416748
	Iteration 20F: 3 clusters Score -242139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 139728 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 726 members 
Entering Unmasked Estep 
Score: -141538320.000000 Penalty: 58985.300781
Splitting cluster 16 changes total score from -141520976.000000 to -141538320.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (17229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Entering Unmasked Estep 
Score: -2091258.125000 Penalty: 1585.081787
	Iteration 0F: 2 clusters Score -2091258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2079426.000000 Penalty: 3170.163574
	Iteration 0F: 3 clusters Score -2079426 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2083619.625000 Penalty: 3170.163574
	Iteration 1F: 3 clusters Score -2083620 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2084087.000000 Penalty: 3170.163574
	Iteration 2F: 3 clusters Score -2084087 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2084631.625000 Penalty: 3170.163574
	Iteration 3F: 3 clusters Score -2084632 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2085294.375000 Penalty: 3170.163574
	Iteration 4F: 3 clusters Score -2085294 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2086094.625000 Penalty: 3170.163574
	Iteration 5F: 3 clusters Score -2086095 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2086914.250000 Penalty: 3170.163574
	Iteration 6F: 3 clusters Score -2086914 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2087603.125000 Penalty: 3170.163574
	Iteration 7F: 3 clusters Score -2087603 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2088194.500000 Penalty: 3170.163574
	Iteration 8F: 3 clusters Score -2088194 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2088623.250000 Penalty: 3170.163574
	Iteration 9Q: 3 clusters Score -2088623 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2088978.250000 Penalty: 3170.163574
	Iteration 10Q: 3 clusters Score -2088978 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2089292.500000 Penalty: 3170.163574
	Iteration 11Q: 3 clusters Score -2089292 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2089577.375000 Penalty: 3170.163574
	Iteration 12Q: 3 clusters Score -2089577 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2089895.375000 Penalty: 3170.163574
	Iteration 13Q: 3 clusters Score -2089895 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2090191.625000 Penalty: 3170.163574
	Iteration 14Q: 3 clusters Score -2090192 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2090370.750000 Penalty: 3170.163574
	Iteration 15Q: 3 clusters Score -2090371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2090459.000000 Penalty: 3170.163574
	Iteration 16Q: 3 clusters Score -2090459 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2090504.500000 Penalty: 3170.163574
	Iteration 17Q: 3 clusters Score -2090504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2090522.000000 Penalty: 3170.163574
	Iteration 18Q: 3 clusters Score -2090522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2090547.500000 Penalty: 3170.163574
	Iteration 19Q: 3 clusters Score -2090548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2090576.250000 Penalty: 3170.163574
	Iteration 20F: 3 clusters Score -2090576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2090600.500000 Penalty: 3170.163574
	Iteration 21Q: 3 clusters Score -2090600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2090619.500000 Penalty: 3170.163574
	Iteration 22Q: 3 clusters Score -2090620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2090641.000000 Penalty: 3170.163574
	Iteration 23Q: 3 clusters Score -2090641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2090671.250000 Penalty: 3170.163574
	Iteration 24Q: 3 clusters Score -2090671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2090684.625000 Penalty: 3170.163574
	Iteration 25Q: 3 clusters Score -2090685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2090699.000000 Penalty: 3170.163574
	Iteration 26Q: 3 clusters Score -2090699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2090713.375000 Penalty: 3170.163574
	Iteration 27Q: 3 clusters Score -2090713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2090722.750000 Penalty: 3170.163574
	Iteration 28Q: 3 clusters Score -2090723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2090737.875000 Penalty: 3170.163574
	Iteration 29Q: 3 clusters Score -2090738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2090747.500000 Penalty: 3170.163574
	Iteration 30Q: 3 clusters Score -2090748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2090758.375000 Penalty: 3170.163574
	Iteration 31Q: 3 clusters Score -2090758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2090771.250000 Penalty: 3170.163574
	Iteration 32Q: 3 clusters Score -2090771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2090786.000000 Penalty: 3170.163574
	Iteration 33Q: 3 clusters Score -2090786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2090818.125000 Penalty: 3170.163574
	Iteration 34Q: 3 clusters Score -2090818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2090836.625000 Penalty: 3170.163574
	Iteration 35Q: 3 clusters Score -2090837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2090864.375000 Penalty: 3170.163574
	Iteration 36Q: 3 clusters Score -2090864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2090892.375000 Penalty: 3170.163574
	Iteration 37Q: 3 clusters Score -2090892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2090921.500000 Penalty: 3170.163574
	Iteration 38Q: 3 clusters Score -2090922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2090956.250000 Penalty: 3170.163574
	Iteration 39Q: 3 clusters Score -2090956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2091001.875000 Penalty: 3170.163574
	Iteration 40F: 3 clusters Score -2091002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2091047.500000 Penalty: 3170.163574
	Iteration 41Q: 3 clusters Score -2091048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2091083.625000 Penalty: 3170.163574
	Iteration 42Q: 3 clusters Score -2091084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2091117.625000 Penalty: 3170.163574
	Iteration 43Q: 3 clusters Score -2091118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2091157.500000 Penalty: 3170.163574
	Iteration 44Q: 3 clusters Score -2091158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2091180.625000 Penalty: 3170.163574
	Iteration 45Q: 3 clusters Score -2091181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2091202.125000 Penalty: 3170.163574
	Iteration 46Q: 3 clusters Score -2091202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2091227.625000 Penalty: 3170.163574
	Iteration 47Q: 3 clusters Score -2091228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2091251.500000 Penalty: 3170.163574
	Iteration 48Q: 3 clusters Score -2091252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2091265.875000 Penalty: 3170.163574
	Iteration 49Q: 3 clusters Score -2091266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2091283.000000 Penalty: 3170.163574
	Iteration 50Q: 3 clusters Score -2091283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2091302.125000 Penalty: 3170.163574
	Iteration 51Q: 3 clusters Score -2091302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2091310.500000 Penalty: 3170.163574
	Iteration 52Q: 3 clusters Score -2091310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2091317.000000 Penalty: 3170.163574
	Iteration 53Q: 3 clusters Score -2091317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2091329.750000 Penalty: 3170.163574
	Iteration 54Q: 3 clusters Score -2091330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2091342.250000 Penalty: 3170.163574
	Iteration 55Q: 3 clusters Score -2091342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2091347.375000 Penalty: 3170.163574
	Iteration 56Q: 3 clusters Score -2091347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2091369.000000 Penalty: 3170.163574
	Iteration 57Q: 3 clusters Score -2091369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2091372.125000 Penalty: 3170.163574
	Iteration 58Q: 3 clusters Score -2091372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2091379.500000 Penalty: 3170.163574
	Iteration 59Q: 3 clusters Score -2091380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2091387.750000 Penalty: 3170.163574
	Iteration 60F: 3 clusters Score -2091388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2091396.625000 Penalty: 3170.163574
	Iteration 61Q: 3 clusters Score -2091397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2091398.375000 Penalty: 3170.163574
	Iteration 62Q: 3 clusters Score -2091398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2091402.750000 Penalty: 3170.163574
	Iteration 63Q: 3 clusters Score -2091403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2091404.250000 Penalty: 3170.163574
	Iteration 64Q: 3 clusters Score -2091404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2091404.750000 Penalty: 3170.163574
	Iteration 65Q: 3 clusters Score -2091405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2091411.375000 Penalty: 3170.163574
	Iteration 66Q: 3 clusters Score -2091411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2091409.750000 Penalty: 3170.163574
	Iteration 67Q: 3 clusters Score -2091410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2091415.625000 Penalty: 3170.163574
	Iteration 68Q: 3 clusters Score -2091416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2091416.125000 Penalty: 3170.163574
	Iteration 69Q: 3 clusters Score -2091416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2091421.875000 Penalty: 3170.163574
	Iteration 70Q: 3 clusters Score -2091422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2091423.000000 Penalty: 3170.163574
	Iteration 71Q: 3 clusters Score -2091423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2091425.875000 Penalty: 3170.163574
	Iteration 72Q: 3 clusters Score -2091426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2091425.750000 Penalty: 3170.163574
	Iteration 73Q: 3 clusters Score -2091426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2091430.375000 Penalty: 3170.163574
	Iteration 74Q: 3 clusters Score -2091430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2091430.750000 Penalty: 3170.163574
	Iteration 75Q: 3 clusters Score -2091431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2091432.000000 Penalty: 3170.163574
	Iteration 76Q: 3 clusters Score -2091432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2091427.875000 Penalty: 3170.163574
	Iteration 77Q: 3 clusters Score -2091428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2091429.750000 Penalty: 3170.163574
	Iteration 78Q: 3 clusters Score -2091430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2091429.750000 Penalty: 3170.163574
	Iteration 79F: 3 clusters Score -2091430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 147761 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 139728 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 14264 members 
Entering Unmasked Estep 
Score: -141537792.000000 Penalty: 61253.964844
Splitting cluster 17 changes total score from -141520976.000000 to -141537792.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (147761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147761 members 
Entering Unmasked Estep 
Score: -18507770.000000 Penalty: 1934.294678
	Iteration 0F: 2 clusters Score -1.850777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -18428914.000000 Penalty: 3868.589355
	Iteration 0F: 3 clusters Score -1.842891e+07 nChanged 71256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -18471620.000000 Penalty: 3868.589355
	Iteration 1F: 3 clusters Score -1.847162e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -18474058.000000 Penalty: 3868.589355
	Iteration 2Q: 3 clusters Score -1.847406e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -18477632.000000 Penalty: 3868.589355
	Iteration 3F: 3 clusters Score -1.847763e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -18482844.000000 Penalty: 3868.589355
	Iteration 4F: 3 clusters Score -1.848284e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -18489772.000000 Penalty: 3868.589355
	Iteration 5F: 3 clusters Score -1.848977e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103076 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -18497598.000000 Penalty: 3868.589355
	Iteration 6F: 3 clusters Score -1.84976e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -18504410.000000 Penalty: 3868.589355
	Iteration 7F: 3 clusters Score -1.850441e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -18508540.000000 Penalty: 3868.589355
	Iteration 8Q: 3 clusters Score -1.850854e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117715 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -18510386.000000 Penalty: 3868.589355
	Iteration 9Q: 3 clusters Score -1.851039e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120450 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -18510818.000000 Penalty: 3868.589355
	Iteration 10Q: 3 clusters Score -1.851082e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -18510636.000000 Penalty: 3868.589355
	Iteration 11Q: 3 clusters Score -1.851064e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -18510394.000000 Penalty: 3868.589355
	Iteration 12Q: 3 clusters Score -1.851039e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -18509934.000000 Penalty: 3868.589355
	Iteration 13Q: 3 clusters Score -1.850993e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128675 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -18509588.000000 Penalty: 3868.589355
	Iteration 14Q: 3 clusters Score -1.850959e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -18509388.000000 Penalty: 3868.589355
	Iteration 15Q: 3 clusters Score -1.850939e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131706 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -18509284.000000 Penalty: 3868.589355
	Iteration 16Q: 3 clusters Score -1.850928e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132934 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -18509142.000000 Penalty: 3868.589355
	Iteration 17Q: 3 clusters Score -1.850914e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 18Q: 3 clusters Score -1.850884e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134953 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -18508750.000000 Penalty: 3868.589355
	Iteration 19Q: 3 clusters Score -1.850875e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135867 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -18508600.000000 Penalty: 3868.589355
	Iteration 20F: 3 clusters Score -1.85086e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136690 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -18508512.000000 Penalty: 3868.589355
	Iteration 21Q: 3 clusters Score -1.850851e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -18508354.000000 Penalty: 3868.589355
	Iteration 22Q: 3 clusters Score -1.850835e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -18508158.000000 Penalty: 3868.589355
	Iteration 23Q: 3 clusters Score -1.850816e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138770 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -18508098.000000 Penalty: 3868.589355
	Iteration 24Q: 3 clusters Score -1.85081e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -18507946.000000 Penalty: 3868.589355
	Iteration 25Q: 3 clusters Score -1.850795e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -18507882.000000 Penalty: 3868.589355
	Iteration 26Q: 3 clusters Score -1.850788e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -18507832.000000 Penalty: 3868.589355
	Iteration 27Q: 3 clusters Score -1.850783e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140619 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -18507728.000000 Penalty: 3868.589355
	Iteration 28Q: 3 clusters Score -1.850773e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -18507694.000000 Penalty: 3868.589355
	Iteration 29Q: 3 clusters Score -1.850769e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141386 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -18507614.000000 Penalty: 3868.589355
	Iteration 30Q: 3 clusters Score -1.850761e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -18507564.000000 Penalty: 3868.589355
	Iteration 31Q: 3 clusters Score -1.850756e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142021 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -18507540.000000 Penalty: 3868.589355
	Iteration 32Q: 3 clusters Score -1.850754e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142273 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -18507572.000000 Penalty: 3868.589355
	Iteration 33Q: 3 clusters Score -1.850757e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -18507580.000000 Penalty: 3868.589355
	Iteration 34Q: 3 clusters Score -1.850758e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142732 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -18507568.000000 Penalty: 3868.589355
	Iteration 35Q: 3 clusters Score -1.850757e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -18507502.000000 Penalty: 3868.589355
	Iteration 36Q: 3 clusters Score -1.85075e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -18507486.000000 Penalty: 3868.589355
	Iteration 37Q: 3 clusters Score -1.850749e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143224 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -18507438.000000 Penalty: 3868.589355
	Iteration 38Q: 3 clusters Score -1.850744e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -18507434.000000 Penalty: 3868.589355
	Iteration 39Q: 3 clusters Score -1.850743e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -18507372.000000 Penalty: 3868.589355
	Iteration 40F: 3 clusters Score -1.850737e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143699 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -18507356.000000 Penalty: 3868.589355
	Iteration 41Q: 3 clusters Score -1.850736e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -18507390.000000 Penalty: 3868.589355
	Iteration 42Q: 3 clusters Score -1.850739e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143986 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -18507322.000000 Penalty: 3868.589355
	Iteration 43Q: 3 clusters Score -1.850732e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144103 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -18507324.000000 Penalty: 3868.589355
	Iteration 44Q: 3 clusters Score -1.850732e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -18507316.000000 Penalty: 3868.589355
	Iteration 45Q: 3 clusters Score -1.850732e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144294 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -18507316.000000 Penalty: 3868.589355
	Iteration 46Q: 3 clusters Score -1.850732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144369 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -18507298.000000 Penalty: 3868.589355
	Iteration 47Q: 3 clusters Score -1.85073e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -18507292.000000 Penalty: 3868.589355
	Iteration 48Q: 3 clusters Score -1.850729e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -18507290.000000 Penalty: 3868.589355
	Iteration 49Q: 3 clusters Score -1.850729e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144541 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -18507294.000000 Penalty: 3868.589355
	Iteration 50Q: 3 clusters Score -1.850729e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144586 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -18507312.000000 Penalty: 3868.589355
	Iteration 51Q: 3 clusters Score -1.850731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144625 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -18507292.000000 Penalty: 3868.589355
	Iteration 52Q: 3 clusters Score -1.850729e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144665 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -18507304.000000 Penalty: 3868.589355
	Iteration 53Q: 3 clusters Score -1.85073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -18507296.000000 Penalty: 3868.589355
	Iteration 54Q: 3 clusters Score -1.85073e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -18507260.000000 Penalty: 3868.589355
	Iteration 55Q: 3 clusters Score -1.850726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144811 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -18507268.000000 Penalty: 3868.589355
	Iteration 56Q: 3 clusters Score -1.850727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144849 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -18507268.000000 Penalty: 3868.589355
	Iteration 57Q: 3 clusters Score -1.850727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -18507270.000000 Penalty: 3868.589355
	Iteration 58Q: 3 clusters Score -1.850727e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144914 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -18507268.000000 Penalty: 3868.589355
	Iteration 59Q: 3 clusters Score -1.850727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -18507242.000000 Penalty: 3868.589355
	Iteration 60F: 3 clusters Score -1.850724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -18507252.000000 Penalty: 3868.589355
	Iteration 61Q: 3 clusters Score -1.850725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144981 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -18507252.000000 Penalty: 3868.589355
	Iteration 62Q: 3 clusters Score -1.850725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144988 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -18507252.000000 Penalty: 3868.589355
	Iteration 63Q: 3 clusters Score -1.850725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -18507258.000000 Penalty: 3868.589355
	Iteration 64Q: 3 clusters Score -1.850726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145007 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -18507220.000000 Penalty: 3868.589355
	Iteration 65Q: 3 clusters Score -1.850722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145015 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -18507226.000000 Penalty: 3868.589355
	Iteration 66Q: 3 clusters Score -1.850723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -18507216.000000 Penalty: 3868.589355
	Iteration 67Q: 3 clusters Score -1.850722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -18507202.000000 Penalty: 3868.589355
	Iteration 68Q: 3 clusters Score -1.85072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -18507214.000000 Penalty: 3868.589355
	Iteration 69Q: 3 clusters Score -1.850721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145041 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -18507212.000000 Penalty: 3868.589355
	Iteration 70Q: 3 clusters Score -1.850721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145050 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -18507212.000000 Penalty: 3868.589355
	Iteration 71Q: 3 clusters Score -1.850721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145055 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -18507216.000000 Penalty: 3868.589355
	Iteration 72Q: 3 clusters Score -1.850722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -18507214.000000 Penalty: 3868.589355
	Iteration 73Q: 3 clusters Score -1.850721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -18507208.000000 Penalty: 3868.589355
	Iteration 74Q: 3 clusters Score -1.850721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145078 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -18507198.000000 Penalty: 3868.589355
	Iteration 75Q: 3 clusters Score -1.85072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -18507192.000000 Penalty: 3868.589355
	Iteration 76Q: 3 clusters Score -1.850719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -18507188.000000 Penalty: 3868.589355
	Iteration 77Q: 3 clusters Score -1.850719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145079 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -18507210.000000 Penalty: 3868.589355
	Iteration 78Q: 3 clusters Score -1.850721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18507188.000000 Penalty: 3868.589355
	Iteration 79Q: 3 clusters Score -1.850719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18507190.000000 Penalty: 3868.589355
	Iteration 80F: 3 clusters Score -1.850719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145080 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -18507198.000000 Penalty: 3868.589355
	Iteration 81Q: 3 clusters Score -1.85072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -18507194.000000 Penalty: 3868.589355
	Iteration 82Q: 3 clusters Score -1.850719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145084 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -18507196.000000 Penalty: 3868.589355
	Iteration 83Q: 3 clusters Score -1.85072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -18507182.000000 Penalty: 3868.589355
	Iteration 84Q: 3 clusters Score -1.850718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -18507184.000000 Penalty: 3868.589355
	Iteration 85Q: 3 clusters Score -1.850718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145085 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -18507172.000000 Penalty: 3868.589355
	Iteration 86Q: 3 clusters Score -1.850717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145084 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -18507170.000000 Penalty: 3868.589355
	Iteration 87Q: 3 clusters Score -1.850717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145085 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -18507190.000000 Penalty: 3868.589355
	Iteration 88Q: 3 clusters Score -1.850719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145090 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -18507192.000000 Penalty: 3868.589355
	Iteration 89Q: 3 clusters Score -1.850719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145097 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -18507172.000000 Penalty: 3868.589355
	Iteration 90Q: 3 clusters Score -1.850717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -18507164.000000 Penalty: 3868.589355
	Iteration 91Q: 3 clusters Score -1.850716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -18507158.000000 Penalty: 3868.589355
	Iteration 92Q: 3 clusters Score -1.850716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -18507146.000000 Penalty: 3868.589355
	Iteration 93Q: 3 clusters Score -1.850715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -18507132.000000 Penalty: 3868.589355
	Iteration 94Q: 3 clusters Score -1.850713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145129 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -18507126.000000 Penalty: 3868.589355
	Iteration 95Q: 3 clusters Score -1.850713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -18507132.000000 Penalty: 3868.589355
	Iteration 96Q: 3 clusters Score -1.850713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145137 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -18507118.000000 Penalty: 3868.589355
	Iteration 97Q: 3 clusters Score -1.850712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -18507120.000000 Penalty: 3868.589355
	Iteration 98Q: 3 clusters Score -1.850712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145148 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -18507128.000000 Penalty: 3868.589355
	Iteration 99Q: 3 clusters Score -1.850713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145151 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -18507128.000000 Penalty: 3868.589355
	Iteration 100F: 3 clusters Score -1.850713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145156 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -18507138.000000 Penalty: 3868.589355
	Iteration 101Q: 3 clusters Score -1.850714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145163 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -18507122.000000 Penalty: 3868.589355
	Iteration 102Q: 3 clusters Score -1.850712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -18507118.000000 Penalty: 3868.589355
	Iteration 103Q: 3 clusters Score -1.850712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145180 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -18507098.000000 Penalty: 3868.589355
	Iteration 104Q: 3 clusters Score -1.85071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -18507100.000000 Penalty: 3868.589355
	Iteration 105Q: 3 clusters Score -1.85071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145186 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -18507110.000000 Penalty: 3868.589355
	Iteration 106Q: 3 clusters Score -1.850711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145191 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -18507104.000000 Penalty: 3868.589355
	Iteration 107Q: 3 clusters Score -1.85071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145190 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -18507098.000000 Penalty: 3868.589355
	Iteration 108Q: 3 clusters Score -1.85071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -18507088.000000 Penalty: 3868.589355
	Iteration 109Q: 3 clusters Score -1.850709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145195 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -18507090.000000 Penalty: 3868.589355
	Iteration 110Q: 3 clusters Score -1.850709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145202 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -18507072.000000 Penalty: 3868.589355
	Iteration 111Q: 3 clusters Score -1.850707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -18507070.000000 Penalty: 3868.589355
	Iteration 112Q: 3 clusters Score -1.850707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -18507074.000000 Penalty: 3868.589355
	Iteration 113Q: 3 clusters Score -1.850707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145206 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -18507072.000000 Penalty: 3868.589355
	Iteration 114Q: 3 clusters Score -1.850707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -18507068.000000 Penalty: 3868.589355
	Iteration 115Q: 3 clusters Score -1.850707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145217 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -18507058.000000 Penalty: 3868.589355
	Iteration 116Q: 3 clusters Score -1.850706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -18507050.000000 Penalty: 3868.589355
	Iteration 117Q: 3 clusters Score -1.850705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -18507052.000000 Penalty: 3868.589355
	Iteration 118Q: 3 clusters Score -1.850705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145234 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -18507050.000000 Penalty: 3868.589355
	Iteration 119Q: 3 clusters Score -1.850705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145242 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -18507026.000000 Penalty: 3868.589355
	Iteration 120F: 3 clusters Score -1.850703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -18507018.000000 Penalty: 3868.589355
	Iteration 121Q: 3 clusters Score -1.850702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -18507012.000000 Penalty: 3868.589355
	Iteration 122Q: 3 clusters Score -1.850701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -18507006.000000 Penalty: 3868.589355
	Iteration 123Q: 3 clusters Score -1.850701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145290 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -18507014.000000 Penalty: 3868.589355
	Iteration 124Q: 3 clusters Score -1.850701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -18507014.000000 Penalty: 3868.589355
	Iteration 125Q: 3 clusters Score -1.850701e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145324 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -18507010.000000 Penalty: 3868.589355
	Iteration 126Q: 3 clusters Score -1.850701e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -18506992.000000 Penalty: 3868.589355
	Iteration 127Q: 3 clusters Score -1.850699e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145361 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -18506976.000000 Penalty: 3868.589355
	Iteration 128Q: 3 clusters Score -1.850698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -18506978.000000 Penalty: 3868.589355
	Iteration 129Q: 3 clusters Score -1.850698e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145396 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -18506990.000000 Penalty: 3868.589355
	Iteration 130Q: 3 clusters Score -1.850699e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18507002.000000 Penalty: 3868.589355
	Iteration 131Q: 3 clusters Score -1.8507e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145424 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -18507024.000000 Penalty: 3868.589355
	Iteration 132Q: 3 clusters Score -1.850702e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -18507040.000000 Penalty: 3868.589355
	Iteration 133Q: 3 clusters Score -1.850704e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145407 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18507028.000000 Penalty: 3868.589355
	Iteration 134Q: 3 clusters Score -1.850703e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -18507036.000000 Penalty: 3868.589355
	Iteration 135Q: 3 clusters Score -1.850704e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -18507080.000000 Penalty: 3868.589355
	Iteration 136Q: 3 clusters Score -1.850708e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -18507082.000000 Penalty: 3868.589355
	Iteration 137Q: 3 clusters Score -1.850708e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145274 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -18507136.000000 Penalty: 3868.589355
	Iteration 138Q: 3 clusters Score -1.850714e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -18507198.000000 Penalty: 3868.589355
	Iteration 139Q: 3 clusters Score -1.85072e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -18507266.000000 Penalty: 3868.589355
	Iteration 140F: 3 clusters Score -1.850727e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145139 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -18507384.000000 Penalty: 3868.589355
	Iteration 141Q: 3 clusters Score -1.850738e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -18507460.000000 Penalty: 3868.589355
	Iteration 142Q: 3 clusters Score -1.850746e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -18507526.000000 Penalty: 3868.589355
	Iteration 143Q: 3 clusters Score -1.850753e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -18507584.000000 Penalty: 3868.589355
	Iteration 144Q: 3 clusters Score -1.850758e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -18507722.000000 Penalty: 3868.589355
	Iteration 145Q: 3 clusters Score -1.850772e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -18507834.000000 Penalty: 3868.589355
	Iteration 146Q: 3 clusters Score -1.850783e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -18507938.000000 Penalty: 3868.589355
	Iteration 147Q: 3 clusters Score -1.850794e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -18507980.000000 Penalty: 3868.589355
	Iteration 148Q: 3 clusters Score -1.850798e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -18508094.000000 Penalty: 3868.589355
	Iteration 149Q: 3 clusters Score -1.850809e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -18508134.000000 Penalty: 3868.589355
	Iteration 150Q: 3 clusters Score -1.850813e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144144 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -18508162.000000 Penalty: 3868.589355
	Iteration 151Q: 3 clusters Score -1.850816e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144065 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -18508172.000000 Penalty: 3868.589355
	Iteration 152Q: 3 clusters Score -1.850817e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143983 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18508218.000000 Penalty: 3868.589355
	Iteration 153Q: 3 clusters Score -1.850822e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143908 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -18508226.000000 Penalty: 3868.589355
	Iteration 154Q: 3 clusters Score -1.850823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -18508264.000000 Penalty: 3868.589355
	Iteration 155Q: 3 clusters Score -1.850826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -18508290.000000 Penalty: 3868.589355
	Iteration 156Q: 3 clusters Score -1.850829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143754 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -18508296.000000 Penalty: 3868.589355
	Iteration 157Q: 3 clusters Score -1.85083e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143717 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -18508294.000000 Penalty: 3868.589355
	Iteration 158Q: 3 clusters Score -1.850829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -18508316.000000 Penalty: 3868.589355
	Iteration 159Q: 3 clusters Score -1.850832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -18508442.000000 Penalty: 3868.589355
	Iteration 160F: 3 clusters Score -1.850844e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143518 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -18508554.000000 Penalty: 3868.589355
	Iteration 161Q: 3 clusters Score -1.850855e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -18508612.000000 Penalty: 3868.589355
	Iteration 162Q: 3 clusters Score -1.850861e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143244 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -18508676.000000 Penalty: 3868.589355
	Iteration 163Q: 3 clusters Score -1.850868e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -18508704.000000 Penalty: 3868.589355
	Iteration 164Q: 3 clusters Score -1.85087e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143048 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -18508732.000000 Penalty: 3868.589355
	Iteration 165Q: 3 clusters Score -1.850873e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142971 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -18508718.000000 Penalty: 3868.589355
	Iteration 166Q: 3 clusters Score -1.850872e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -18508794.000000 Penalty: 3868.589355
	Iteration 167Q: 3 clusters Score -1.850879e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142799 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 168Q: 3 clusters Score -1.850885e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -18508858.000000 Penalty: 3868.589355
	Iteration 169Q: 3 clusters Score -1.850886e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -18508862.000000 Penalty: 3868.589355
	Iteration 170Q: 3 clusters Score -1.850886e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -18508858.000000 Penalty: 3868.589355
	Iteration 171Q: 3 clusters Score -1.850886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -18508850.000000 Penalty: 3868.589355
	Iteration 172Q: 3 clusters Score -1.850885e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -18508848.000000 Penalty: 3868.589355
	Iteration 173Q: 3 clusters Score -1.850885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142388 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -18508828.000000 Penalty: 3868.589355
	Iteration 174Q: 3 clusters Score -1.850883e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -18508870.000000 Penalty: 3868.589355
	Iteration 175Q: 3 clusters Score -1.850887e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 176Q: 3 clusters Score -1.850885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -18508872.000000 Penalty: 3868.589355
	Iteration 177Q: 3 clusters Score -1.850887e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -18508836.000000 Penalty: 3868.589355
	Iteration 178Q: 3 clusters Score -1.850884e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142038 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -18508840.000000 Penalty: 3868.589355
	Iteration 179Q: 3 clusters Score -1.850884e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141974 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 180F: 3 clusters Score -1.850884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -18508860.000000 Penalty: 3868.589355
	Iteration 181Q: 3 clusters Score -1.850886e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -18508864.000000 Penalty: 3868.589355
	Iteration 182Q: 3 clusters Score -1.850886e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 183Q: 3 clusters Score -1.850885e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 184Q: 3 clusters Score -1.850884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -18508840.000000 Penalty: 3868.589355
	Iteration 185Q: 3 clusters Score -1.850884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -18508826.000000 Penalty: 3868.589355
	Iteration 186Q: 3 clusters Score -1.850883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141678 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -18508818.000000 Penalty: 3868.589355
	Iteration 187Q: 3 clusters Score -1.850882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141659 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -18508834.000000 Penalty: 3868.589355
	Iteration 188Q: 3 clusters Score -1.850883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141636 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -18508810.000000 Penalty: 3868.589355
	Iteration 189Q: 3 clusters Score -1.850881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141615 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -18508818.000000 Penalty: 3868.589355
	Iteration 190Q: 3 clusters Score -1.850882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141598 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -18508816.000000 Penalty: 3868.589355
	Iteration 191Q: 3 clusters Score -1.850882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -18508818.000000 Penalty: 3868.589355
	Iteration 192Q: 3 clusters Score -1.850882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141572 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -18508838.000000 Penalty: 3868.589355
	Iteration 193Q: 3 clusters Score -1.850884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141566 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -18508828.000000 Penalty: 3868.589355
	Iteration 194Q: 3 clusters Score -1.850883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141558 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -18508834.000000 Penalty: 3868.589355
	Iteration 195Q: 3 clusters Score -1.850883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141551 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -18508834.000000 Penalty: 3868.589355
	Iteration 196Q: 3 clusters Score -1.850883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -18508834.000000 Penalty: 3868.589355
	Iteration 197Q: 3 clusters Score -1.850883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -18508828.000000 Penalty: 3868.589355
	Iteration 198Q: 3 clusters Score -1.850883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -18508824.000000 Penalty: 3868.589355
	Iteration 199Q: 3 clusters Score -1.850882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -18508840.000000 Penalty: 3868.589355
	Iteration 200F: 3 clusters Score -1.850884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141497 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 201Q: 3 clusters Score -1.850884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141485 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -18508838.000000 Penalty: 3868.589355
	Iteration 202Q: 3 clusters Score -1.850884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141480 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 203Q: 3 clusters Score -1.850884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -18508850.000000 Penalty: 3868.589355
	Iteration 204Q: 3 clusters Score -1.850885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141474 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -18508854.000000 Penalty: 3868.589355
	Iteration 205Q: 3 clusters Score -1.850885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -18508852.000000 Penalty: 3868.589355
	Iteration 206Q: 3 clusters Score -1.850885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -18508854.000000 Penalty: 3868.589355
	Iteration 207Q: 3 clusters Score -1.850885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141457 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -18508850.000000 Penalty: 3868.589355
	Iteration 208Q: 3 clusters Score -1.850885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 209Q: 3 clusters Score -1.850885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141443 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -18508844.000000 Penalty: 3868.589355
	Iteration 210Q: 3 clusters Score -1.850884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141437 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -18508850.000000 Penalty: 3868.589355
	Iteration 211Q: 3 clusters Score -1.850885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141433 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -18508860.000000 Penalty: 3868.589355
	Iteration 212Q: 3 clusters Score -1.850886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141427 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -18508854.000000 Penalty: 3868.589355
	Iteration 213Q: 3 clusters Score -1.850885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -18508852.000000 Penalty: 3868.589355
	Iteration 214Q: 3 clusters Score -1.850885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141421 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 215Q: 3 clusters Score -1.850885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141416 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -18508840.000000 Penalty: 3868.589355
	Iteration 216Q: 3 clusters Score -1.850884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141413 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -18508848.000000 Penalty: 3868.589355
	Iteration 217Q: 3 clusters Score -1.850885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141409 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -18508844.000000 Penalty: 3868.589355
	Iteration 218Q: 3 clusters Score -1.850884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141406 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 219Q: 3 clusters Score -1.850885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141403 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -18508852.000000 Penalty: 3868.589355
	Iteration 220F: 3 clusters Score -1.850885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141400 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -18508854.000000 Penalty: 3868.589355
	Iteration 221Q: 3 clusters Score -1.850885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141397 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -18508850.000000 Penalty: 3868.589355
	Iteration 222Q: 3 clusters Score -1.850885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -18508858.000000 Penalty: 3868.589355
	Iteration 223Q: 3 clusters Score -1.850886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -18508862.000000 Penalty: 3868.589355
	Iteration 224Q: 3 clusters Score -1.850886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141389 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 225Q: 3 clusters Score -1.850885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141385 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 226Q: 3 clusters Score -1.850884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141379 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -18508830.000000 Penalty: 3868.589355
	Iteration 227Q: 3 clusters Score -1.850883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141377 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -18508828.000000 Penalty: 3868.589355
	Iteration 228Q: 3 clusters Score -1.850883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141374 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -18508818.000000 Penalty: 3868.589355
	Iteration 229Q: 3 clusters Score -1.850882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141372 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -18508820.000000 Penalty: 3868.589355
	Iteration 230Q: 3 clusters Score -1.850882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -18508818.000000 Penalty: 3868.589355
	Iteration 231Q: 3 clusters Score -1.850882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -18508836.000000 Penalty: 3868.589355
	Iteration 232Q: 3 clusters Score -1.850884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141367 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -18508844.000000 Penalty: 3868.589355
	Iteration 233Q: 3 clusters Score -1.850884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 234Q: 3 clusters Score -1.850884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141363 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -18508846.000000 Penalty: 3868.589355
	Iteration 235Q: 3 clusters Score -1.850885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -18508836.000000 Penalty: 3868.589355
	Iteration 236Q: 3 clusters Score -1.850884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141359 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 237Q: 3 clusters Score -1.850884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141356 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -18508834.000000 Penalty: 3868.589355
	Iteration 238Q: 3 clusters Score -1.850883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -18508842.000000 Penalty: 3868.589355
	Iteration 239Q: 3 clusters Score -1.850884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141354 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -18508834.000000 Penalty: 3868.589355
	Iteration 240F: 3 clusters Score -1.850883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 141354 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 139728 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 14264 members 
Mstep: Class 28 contains 6407 members 
Entering Unmasked Estep 
Score: -141538480.000000 Penalty: 63522.628906
Splitting cluster 18 changes total score from -141520976.000000 to -141538480.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -276644.625000 Penalty: 1287.131592
	Iteration 0F: 2 clusters Score -276644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -274407.343750 Penalty: 2574.263184
	Iteration 0F: 3 clusters Score -274407.3 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -277462.843750 Penalty: 2574.263184
	Iteration 1F: 3 clusters Score -277462.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -279653.125000 Penalty: 2574.263184
	Iteration 2F: 3 clusters Score -279653.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -280606.656250 Penalty: 2574.263184
	Iteration 3F: 3 clusters Score -280606.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -281035.968750 Penalty: 2574.263184
	Iteration 4Q: 3 clusters Score -281036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -281129.531250 Penalty: 2574.263184
	Iteration 5Q: 3 clusters Score -281129.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -281176.906250 Penalty: 2574.263184
	Iteration 6Q: 3 clusters Score -281176.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -281206.187500 Penalty: 2574.263184
	Iteration 7Q: 3 clusters Score -281206.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -281213.312500 Penalty: 2574.263184
	Iteration 8Q: 3 clusters Score -281213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -281220.375000 Penalty: 2574.263184
	Iteration 9Q: 3 clusters Score -281220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -281224.625000 Penalty: 2574.263184
	Iteration 10Q: 3 clusters Score -281224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -281225.468750 Penalty: 2574.263184
	Iteration 11Q: 3 clusters Score -281225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -281227.125000 Penalty: 2574.263184
	Iteration 12F: 3 clusters Score -281227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -281235.343750 Penalty: 2574.263184
	Iteration 13Q: 3 clusters Score -281235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -281237.625000 Penalty: 2574.263184
	Iteration 14Q: 3 clusters Score -281237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -281237.625000 Penalty: 2574.263184
	Iteration 15F: 3 clusters Score -281237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 141354 members 
Mstep: Class 19 contains 827 members 
Mstep: Class 20 contains 165759 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 139728 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 14264 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1927 members 
Entering Unmasked Estep 
Score: -141542336.000000 Penalty: 65791.296875
Splitting cluster 19 changes total score from -141520976.000000 to -141542336.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (165759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165759 members 
Entering Unmasked Estep 
Score: -20882092.000000 Penalty: 1952.972168
	Iteration 0F: 2 clusters Score -2.088209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -20806650.000000 Penalty: 3905.944336
	Iteration 0F: 3 clusters Score -2.080665e+07 nChanged 80420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -20855118.000000 Penalty: 3905.944336
	Iteration 1F: 3 clusters Score -2.085512e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -20857760.000000 Penalty: 3905.944336
	Iteration 2Q: 3 clusters Score -2.085776e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -20861778.000000 Penalty: 3905.944336
	Iteration 3Q: 3 clusters Score -2.086178e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -20868184.000000 Penalty: 3905.944336
	Iteration 4F: 3 clusters Score -2.086818e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -20876018.000000 Penalty: 3905.944336
	Iteration 5F: 3 clusters Score -2.087602e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -20883606.000000 Penalty: 3905.944336
	Iteration 6F: 3 clusters Score -2.088361e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -20889164.000000 Penalty: 3905.944336
	Iteration 7F: 3 clusters Score -2.088916e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -20892066.000000 Penalty: 3905.944336
	Iteration 8Q: 3 clusters Score -2.089207e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103232 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -20893058.000000 Penalty: 3905.944336
	Iteration 9Q: 3 clusters Score -2.089306e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -20893586.000000 Penalty: 3905.944336
	Iteration 10Q: 3 clusters Score -2.089359e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -20893714.000000 Penalty: 3905.944336
	Iteration 11Q: 3 clusters Score -2.089371e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109469 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -20893738.000000 Penalty: 3905.944336
	Iteration 12Q: 3 clusters Score -2.089374e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -20893814.000000 Penalty: 3905.944336
	Iteration 13Q: 3 clusters Score -2.089381e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112883 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -20893908.000000 Penalty: 3905.944336
	Iteration 14Q: 3 clusters Score -2.089391e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114357 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -20893688.000000 Penalty: 3905.944336
	Iteration 15Q: 3 clusters Score -2.089369e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115741 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -20893428.000000 Penalty: 3905.944336
	Iteration 16Q: 3 clusters Score -2.089343e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116802 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -20893296.000000 Penalty: 3905.944336
	Iteration 17Q: 3 clusters Score -2.08933e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -20892956.000000 Penalty: 3905.944336
	Iteration 18Q: 3 clusters Score -2.089296e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -20892714.000000 Penalty: 3905.944336
	Iteration 19Q: 3 clusters Score -2.089271e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -20892692.000000 Penalty: 3905.944336
	Iteration 20F: 3 clusters Score -2.089269e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -20892546.000000 Penalty: 3905.944336
	Iteration 21Q: 3 clusters Score -2.089255e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120077 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -20892478.000000 Penalty: 3905.944336
	Iteration 22Q: 3 clusters Score -2.089248e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -20892530.000000 Penalty: 3905.944336
	Iteration 23Q: 3 clusters Score -2.089253e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120260 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -20892656.000000 Penalty: 3905.944336
	Iteration 24Q: 3 clusters Score -2.089266e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120091 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -20892738.000000 Penalty: 3905.944336
	Iteration 25Q: 3 clusters Score -2.089274e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -20893160.000000 Penalty: 3905.944336
	Iteration 26Q: 3 clusters Score -2.089316e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -20893614.000000 Penalty: 3905.944336
	Iteration 27Q: 3 clusters Score -2.089361e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118213 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -20894196.000000 Penalty: 3905.944336
	Iteration 28Q: 3 clusters Score -2.08942e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117274 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -20894762.000000 Penalty: 3905.944336
	Iteration 29Q: 3 clusters Score -2.089476e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -20895300.000000 Penalty: 3905.944336
	Iteration 30Q: 3 clusters Score -2.08953e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -20896078.000000 Penalty: 3905.944336
	Iteration 31Q: 3 clusters Score -2.089608e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114063 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -20896714.000000 Penalty: 3905.944336
	Iteration 32Q: 3 clusters Score -2.089671e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -20897580.000000 Penalty: 3905.944336
	Iteration 33Q: 3 clusters Score -2.089758e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111808 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -20898100.000000 Penalty: 3905.944336
	Iteration 34Q: 3 clusters Score -2.08981e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -20898886.000000 Penalty: 3905.944336
	Iteration 35Q: 3 clusters Score -2.089889e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -20899482.000000 Penalty: 3905.944336
	Iteration 36Q: 3 clusters Score -2.089948e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -20899994.000000 Penalty: 3905.944336
	Iteration 37Q: 3 clusters Score -2.089999e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -20900466.000000 Penalty: 3905.944336
	Iteration 38Q: 3 clusters Score -2.090047e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106794 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -20900864.000000 Penalty: 3905.944336
	Iteration 39Q: 3 clusters Score -2.090086e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -20901538.000000 Penalty: 3905.944336
	Iteration 40F: 3 clusters Score -2.090154e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -20902116.000000 Penalty: 3905.944336
	Iteration 41Q: 3 clusters Score -2.090212e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -20902704.000000 Penalty: 3905.944336
	Iteration 42Q: 3 clusters Score -2.09027e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -20903108.000000 Penalty: 3905.944336
	Iteration 43Q: 3 clusters Score -2.090311e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -20903414.000000 Penalty: 3905.944336
	Iteration 44Q: 3 clusters Score -2.090341e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -20903834.000000 Penalty: 3905.944336
	Iteration 45Q: 3 clusters Score -2.090383e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100397 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -20904190.000000 Penalty: 3905.944336
	Iteration 46Q: 3 clusters Score -2.090419e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -20904532.000000 Penalty: 3905.944336
	Iteration 47Q: 3 clusters Score -2.090453e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -20904742.000000 Penalty: 3905.944336
	Iteration 48Q: 3 clusters Score -2.090474e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -20904920.000000 Penalty: 3905.944336
	Iteration 49Q: 3 clusters Score -2.090492e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -20905052.000000 Penalty: 3905.944336
	Iteration 50Q: 3 clusters Score -2.090505e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -20905190.000000 Penalty: 3905.944336
	Iteration 51Q: 3 clusters Score -2.090519e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -20905390.000000 Penalty: 3905.944336
	Iteration 52Q: 3 clusters Score -2.090539e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -20905530.000000 Penalty: 3905.944336
	Iteration 53Q: 3 clusters Score -2.090553e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -20905680.000000 Penalty: 3905.944336
	Iteration 54Q: 3 clusters Score -2.090568e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -20905772.000000 Penalty: 3905.944336
	Iteration 55Q: 3 clusters Score -2.090577e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -20905822.000000 Penalty: 3905.944336
	Iteration 56Q: 3 clusters Score -2.090582e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -20905938.000000 Penalty: 3905.944336
	Iteration 57Q: 3 clusters Score -2.090594e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -20906202.000000 Penalty: 3905.944336
	Iteration 58Q: 3 clusters Score -2.09062e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -20906380.000000 Penalty: 3905.944336
	Iteration 59Q: 3 clusters Score -2.090638e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -20906502.000000 Penalty: 3905.944336
	Iteration 60F: 3 clusters Score -2.09065e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -20906612.000000 Penalty: 3905.944336
	Iteration 61Q: 3 clusters Score -2.090661e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -20906718.000000 Penalty: 3905.944336
	Iteration 62Q: 3 clusters Score -2.090672e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -20906838.000000 Penalty: 3905.944336
	Iteration 63Q: 3 clusters Score -2.090684e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -20906930.000000 Penalty: 3905.944336
	Iteration 64Q: 3 clusters Score -2.090693e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 80380 members 
Entering Unmasked Estep 
Score: -20907040.000000 Penalty: 3905.944336
	Iteration 65Q: 3 clusters Score -2.090704e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -20907118.000000 Penalty: 3905.944336
	Iteration 66Q: 3 clusters Score -2.090712e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -20907164.000000 Penalty: 3905.944336
	Iteration 67Q: 3 clusters Score -2.090716e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -20907242.000000 Penalty: 3905.944336
	Iteration 68Q: 3 clusters Score -2.090724e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.090728e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -20907330.000000 Penalty: 3905.944336
	Iteration 70Q: 3 clusters Score -2.090733e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -20907464.000000 Penalty: 3905.944336
	Iteration 71Q: 3 clusters Score -2.090746e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -20907442.000000 Penalty: 3905.944336
	Iteration 72Q: 3 clusters Score -2.090744e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.090747e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -20907512.000000 Penalty: 3905.944336
	Iteration 74Q: 3 clusters Score -2.090751e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -20907482.000000 Penalty: 3905.944336
	Iteration 75Q: 3 clusters Score -2.090748e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -20907558.000000 Penalty: 3905.944336
	Iteration 76Q: 3 clusters Score -2.090756e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -20907518.000000 Penalty: 3905.944336
	Iteration 77Q: 3 clusters Score -2.090752e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -20907502.000000 Penalty: 3905.944336
	Iteration 78Q: 3 clusters Score -2.09075e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -20907556.000000 Penalty: 3905.944336
	Iteration 79Q: 3 clusters Score -2.090756e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 89194 members 
Entering Unmasked Estep 
Score: -20907552.000000 Penalty: 3905.944336
	Iteration 80F: 3 clusters Score -2.090755e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -20907538.000000 Penalty: 3905.944336
	Iteration 81Q: 3 clusters Score -2.090754e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.090755e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -20907634.000000 Penalty: 3905.944336
	Iteration 83Q: 3 clusters Score -2.090763e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -20907618.000000 Penalty: 3905.944336
	Iteration 84Q: 3 clusters Score -2.090762e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -20907636.000000 Penalty: 3905.944336
	Iteration 85Q: 3 clusters Score -2.090764e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -20907690.000000 Penalty: 3905.944336
	Iteration 86Q: 3 clusters Score -2.090769e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.09077e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.090775e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 92322 members 
Entering Unmasked Estep 
Score: -20907778.000000 Penalty: 3905.944336
	Iteration 89Q: 3 clusters Score -2.090778e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.090776e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.090779e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -20907766.000000 Penalty: 3905.944336
	Iteration 92Q: 3 clusters Score -2.090777e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -20907748.000000 Penalty: 3905.944336
	Iteration 93Q: 3 clusters Score -2.090775e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.090777e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -20907754.000000 Penalty: 3905.944336
	Iteration 95Q: 3 clusters Score -2.090775e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -20907802.000000 Penalty: 3905.944336
	Iteration 96Q: 3 clusters Score -2.09078e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.090783e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.090788e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.090783e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -20907896.000000 Penalty: 3905.944336
	Iteration 100F: 3 clusters Score -2.09079e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -20907984.000000 Penalty: 3905.944336
	Iteration 101Q: 3 clusters Score -2.090798e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 95622 members 
Entering Unmasked Estep 
Score: -20907992.000000 Penalty: 3905.944336
	Iteration 102Q: 3 clusters Score -2.090799e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -20907982.000000 Penalty: 3905.944336
	Iteration 103Q: 3 clusters Score -2.090798e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -20907990.000000 Penalty: 3905.944336
	Iteration 104Q: 3 clusters Score -2.090799e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -20908012.000000 Penalty: 3905.944336
	Iteration 105Q: 3 clusters Score -2.090801e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -20908050.000000 Penalty: 3905.944336
	Iteration 106Q: 3 clusters Score -2.090805e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -20908066.000000 Penalty: 3905.944336
	Iteration 107Q: 3 clusters Score -2.090807e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -20908066.000000 Penalty: 3905.944336
	Iteration 108Q: 3 clusters Score -2.090807e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -20908068.000000 Penalty: 3905.944336
	Iteration 109Q: 3 clusters Score -2.090807e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -20908136.000000 Penalty: 3905.944336
	Iteration 110Q: 3 clusters Score -2.090814e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -20908150.000000 Penalty: 3905.944336
	Iteration 111Q: 3 clusters Score -2.090815e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -20908096.000000 Penalty: 3905.944336
	Iteration 112Q: 3 clusters Score -2.09081e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -20908118.000000 Penalty: 3905.944336
	Iteration 113Q: 3 clusters Score -2.090812e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -20908134.000000 Penalty: 3905.944336
	Iteration 114Q: 3 clusters Score -2.090813e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -20908166.000000 Penalty: 3905.944336
	Iteration 115Q: 3 clusters Score -2.090817e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -20908280.000000 Penalty: 3905.944336
	Iteration 116Q: 3 clusters Score -2.090828e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -20908304.000000 Penalty: 3905.944336
	Iteration 117Q: 3 clusters Score -2.09083e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -20908308.000000 Penalty: 3905.944336
	Iteration 118Q: 3 clusters Score -2.090831e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -20908304.000000 Penalty: 3905.944336
	Iteration 119Q: 3 clusters Score -2.09083e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -20908368.000000 Penalty: 3905.944336
	Iteration 120F: 3 clusters Score -2.090837e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -20908368.000000 Penalty: 3905.944336
	Iteration 121Q: 3 clusters Score -2.090837e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -20908438.000000 Penalty: 3905.944336
	Iteration 122Q: 3 clusters Score -2.090844e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -20908518.000000 Penalty: 3905.944336
	Iteration 123Q: 3 clusters Score -2.090852e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -20908498.000000 Penalty: 3905.944336
	Iteration 124Q: 3 clusters Score -2.09085e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -20908436.000000 Penalty: 3905.944336
	Iteration 125Q: 3 clusters Score -2.090844e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -20908398.000000 Penalty: 3905.944336
	Iteration 126Q: 3 clusters Score -2.09084e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -20908334.000000 Penalty: 3905.944336
	Iteration 127Q: 3 clusters Score -2.090833e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -20908298.000000 Penalty: 3905.944336
	Iteration 128Q: 3 clusters Score -2.09083e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -20908228.000000 Penalty: 3905.944336
	Iteration 129Q: 3 clusters Score -2.090823e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -20908214.000000 Penalty: 3905.944336
	Iteration 130Q: 3 clusters Score -2.090821e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -20908238.000000 Penalty: 3905.944336
	Iteration 131Q: 3 clusters Score -2.090824e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -20908160.000000 Penalty: 3905.944336
	Iteration 132Q: 3 clusters Score -2.090816e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -20908092.000000 Penalty: 3905.944336
	Iteration 133Q: 3 clusters Score -2.090809e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 109531 members 
Entering Unmasked Estep 
Score: -20907930.000000 Penalty: 3905.944336
	Iteration 134Q: 3 clusters Score -2.090793e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 110175 members 
Entering Unmasked Estep 
Score: -20907714.000000 Penalty: 3905.944336
	Iteration 135Q: 3 clusters Score -2.090771e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -20907592.000000 Penalty: 3905.944336
	Iteration 136Q: 3 clusters Score -2.090759e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -20907448.000000 Penalty: 3905.944336
	Iteration 137Q: 3 clusters Score -2.090745e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 112008 members 
Entering Unmasked Estep 
Score: -20907360.000000 Penalty: 3905.944336
	Iteration 138Q: 3 clusters Score -2.090736e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 112647 members 
Entering Unmasked Estep 
Score: -20907348.000000 Penalty: 3905.944336
	Iteration 139Q: 3 clusters Score -2.090735e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 113286 members 
Entering Unmasked Estep 
Score: -20907246.000000 Penalty: 3905.944336
	Iteration 140F: 3 clusters Score -2.090725e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -20907182.000000 Penalty: 3905.944336
	Iteration 141Q: 3 clusters Score -2.090718e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 114668 members 
Entering Unmasked Estep 
Score: -20906996.000000 Penalty: 3905.944336
	Iteration 142Q: 3 clusters Score -2.0907e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -20906862.000000 Penalty: 3905.944336
	Iteration 143Q: 3 clusters Score -2.090686e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -20906646.000000 Penalty: 3905.944336
	Iteration 144Q: 3 clusters Score -2.090665e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 116608 members 
Entering Unmasked Estep 
Score: -20906478.000000 Penalty: 3905.944336
	Iteration 145Q: 3 clusters Score -2.090648e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -20906258.000000 Penalty: 3905.944336
	Iteration 146Q: 3 clusters Score -2.090626e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -20906046.000000 Penalty: 3905.944336
	Iteration 147Q: 3 clusters Score -2.090605e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -20905858.000000 Penalty: 3905.944336
	Iteration 148Q: 3 clusters Score -2.090586e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
Score: -20905662.000000 Penalty: 3905.944336
	Iteration 149Q: 3 clusters Score -2.090566e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -20905462.000000 Penalty: 3905.944336
	Iteration 150Q: 3 clusters Score -2.090546e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -20905278.000000 Penalty: 3905.944336
	Iteration 151Q: 3 clusters Score -2.090528e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 120598 members 
Entering Unmasked Estep 
Score: -20905050.000000 Penalty: 3905.944336
	Iteration 152Q: 3 clusters Score -2.090505e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -20904916.000000 Penalty: 3905.944336
	Iteration 153Q: 3 clusters Score -2.090492e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -20904756.000000 Penalty: 3905.944336
	Iteration 154Q: 3 clusters Score -2.090476e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -20904626.000000 Penalty: 3905.944336
	Iteration 155Q: 3 clusters Score -2.090463e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 122133 members 
Entering Unmasked Estep 
Score: -20904428.000000 Penalty: 3905.944336
	Iteration 156Q: 3 clusters Score -2.090443e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 122449 members 
Entering Unmasked Estep 
Score: -20904228.000000 Penalty: 3905.944336
	Iteration 157Q: 3 clusters Score -2.090423e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 122747 members 
Entering Unmasked Estep 
Score: -20904096.000000 Penalty: 3905.944336
	Iteration 158Q: 3 clusters Score -2.09041e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 123011 members 
Entering Unmasked Estep 
Score: -20903992.000000 Penalty: 3905.944336
	Iteration 159Q: 3 clusters Score -2.090399e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -20903854.000000 Penalty: 3905.944336
	Iteration 160F: 3 clusters Score -2.090385e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -20903792.000000 Penalty: 3905.944336
	Iteration 161Q: 3 clusters Score -2.090379e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 123719 members 
Entering Unmasked Estep 
Score: -20903700.000000 Penalty: 3905.944336
	Iteration 162Q: 3 clusters Score -2.09037e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -20903548.000000 Penalty: 3905.944336
	Iteration 163Q: 3 clusters Score -2.090355e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -20903464.000000 Penalty: 3905.944336
	Iteration 164Q: 3 clusters Score -2.090346e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 124241 members 
Entering Unmasked Estep 
Score: -20903414.000000 Penalty: 3905.944336
	Iteration 165Q: 3 clusters Score -2.090341e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -20903354.000000 Penalty: 3905.944336
	Iteration 166Q: 3 clusters Score -2.090335e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 124547 members 
Entering Unmasked Estep 
Score: -20903248.000000 Penalty: 3905.944336
	Iteration 167Q: 3 clusters Score -2.090325e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -20903168.000000 Penalty: 3905.944336
	Iteration 168Q: 3 clusters Score -2.090317e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 124872 members 
Entering Unmasked Estep 
Score: -20903140.000000 Penalty: 3905.944336
	Iteration 169Q: 3 clusters Score -2.090314e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -20903038.000000 Penalty: 3905.944336
	Iteration 170Q: 3 clusters Score -2.090304e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 125166 members 
Entering Unmasked Estep 
Score: -20902926.000000 Penalty: 3905.944336
	Iteration 171Q: 3 clusters Score -2.090293e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -20902882.000000 Penalty: 3905.944336
	Iteration 172Q: 3 clusters Score -2.090288e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 125452 members 
Entering Unmasked Estep 
Score: -20902752.000000 Penalty: 3905.944336
	Iteration 173Q: 3 clusters Score -2.090275e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 125580 members 
Entering Unmasked Estep 
Score: -20902696.000000 Penalty: 3905.944336
	Iteration 174Q: 3 clusters Score -2.09027e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 125668 members 
Entering Unmasked Estep 
Score: -20902648.000000 Penalty: 3905.944336
	Iteration 175Q: 3 clusters Score -2.090265e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 125751 members 
Entering Unmasked Estep 
Score: -20902596.000000 Penalty: 3905.944336
	Iteration 176Q: 3 clusters Score -2.09026e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 125837 members 
Entering Unmasked Estep 
Score: -20902582.000000 Penalty: 3905.944336
	Iteration 177Q: 3 clusters Score -2.090258e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -20902532.000000 Penalty: 3905.944336
	Iteration 178Q: 3 clusters Score -2.090253e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 126003 members 
Entering Unmasked Estep 
Score: -20902504.000000 Penalty: 3905.944336
	Iteration 179Q: 3 clusters Score -2.09025e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -20902492.000000 Penalty: 3905.944336
	Iteration 180F: 3 clusters Score -2.090249e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -20902444.000000 Penalty: 3905.944336
	Iteration 181Q: 3 clusters Score -2.090244e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -20902398.000000 Penalty: 3905.944336
	Iteration 182Q: 3 clusters Score -2.09024e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -20902364.000000 Penalty: 3905.944336
	Iteration 183Q: 3 clusters Score -2.090236e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -20902354.000000 Penalty: 3905.944336
	Iteration 184Q: 3 clusters Score -2.090235e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -20902320.000000 Penalty: 3905.944336
	Iteration 185Q: 3 clusters Score -2.090232e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -20902304.000000 Penalty: 3905.944336
	Iteration 186Q: 3 clusters Score -2.09023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 126448 members 
Entering Unmasked Estep 
Score: -20902224.000000 Penalty: 3905.944336
	Iteration 187Q: 3 clusters Score -2.090222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -20902200.000000 Penalty: 3905.944336
	Iteration 188Q: 3 clusters Score -2.09022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 126514 members 
Entering Unmasked Estep 
Score: -20902200.000000 Penalty: 3905.944336
	Iteration 189Q: 3 clusters Score -2.09022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 126551 members 
Entering Unmasked Estep 
Score: -20902186.000000 Penalty: 3905.944336
	Iteration 190Q: 3 clusters Score -2.090219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 126583 members 
Entering Unmasked Estep 
Score: -20902170.000000 Penalty: 3905.944336
	Iteration 191Q: 3 clusters Score -2.090217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 126614 members 
Entering Unmasked Estep 
Score: -20902156.000000 Penalty: 3905.944336
	Iteration 192Q: 3 clusters Score -2.090216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 126639 members 
Entering Unmasked Estep 
Score: -20902130.000000 Penalty: 3905.944336
	Iteration 193Q: 3 clusters Score -2.090213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -20902106.000000 Penalty: 3905.944336
	Iteration 194Q: 3 clusters Score -2.090211e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -20902096.000000 Penalty: 3905.944336
	Iteration 195Q: 3 clusters Score -2.09021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 126711 members 
Entering Unmasked Estep 
Score: -20902088.000000 Penalty: 3905.944336
	Iteration 196Q: 3 clusters Score -2.090209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 126740 members 
Entering Unmasked Estep 
Score: -20902082.000000 Penalty: 3905.944336
	Iteration 197Q: 3 clusters Score -2.090208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 126758 members 
Entering Unmasked Estep 
Score: -20902050.000000 Penalty: 3905.944336
	Iteration 198Q: 3 clusters Score -2.090205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -20902064.000000 Penalty: 3905.944336
	Iteration 199Q: 3 clusters Score -2.090206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 126794 members 
Entering Unmasked Estep 
Score: -20902056.000000 Penalty: 3905.944336
	Iteration 200F: 3 clusters Score -2.090206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 126810 members 
Entering Unmasked Estep 
Score: -20902030.000000 Penalty: 3905.944336
	Iteration 201Q: 3 clusters Score -2.090203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 126821 members 
Entering Unmasked Estep 
Score: -20902034.000000 Penalty: 3905.944336
	Iteration 202Q: 3 clusters Score -2.090203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -20902032.000000 Penalty: 3905.944336
	Iteration 203Q: 3 clusters Score -2.090203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 126849 members 
Entering Unmasked Estep 
Score: -20902034.000000 Penalty: 3905.944336
	Iteration 204Q: 3 clusters Score -2.090203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 126863 members 
Entering Unmasked Estep 
Score: -20902038.000000 Penalty: 3905.944336
	Iteration 205Q: 3 clusters Score -2.090204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
Score: -20902014.000000 Penalty: 3905.944336
	Iteration 206Q: 3 clusters Score -2.090201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -20902010.000000 Penalty: 3905.944336
	Iteration 207Q: 3 clusters Score -2.090201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -20902004.000000 Penalty: 3905.944336
	Iteration 208Q: 3 clusters Score -2.0902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -20901992.000000 Penalty: 3905.944336
	Iteration 209Q: 3 clusters Score -2.090199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 126918 members 
Entering Unmasked Estep 
Score: -20902000.000000 Penalty: 3905.944336
	Iteration 210Q: 3 clusters Score -2.0902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 126922 members 
Entering Unmasked Estep 
Score: -20901992.000000 Penalty: 3905.944336
	Iteration 211Q: 3 clusters Score -2.090199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 126921 members 
Entering Unmasked Estep 
Score: -20901998.000000 Penalty: 3905.944336
	Iteration 212Q: 3 clusters Score -2.0902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 126925 members 
Entering Unmasked Estep 
Score: -20901998.000000 Penalty: 3905.944336
	Iteration 213Q: 3 clusters Score -2.0902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 126929 members 
Entering Unmasked Estep 
Score: -20902004.000000 Penalty: 3905.944336
	Iteration 214Q: 3 clusters Score -2.0902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 126933 members 
Entering Unmasked Estep 
Score: -20902016.000000 Penalty: 3905.944336
	Iteration 215Q: 3 clusters Score -2.090202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -20902004.000000 Penalty: 3905.944336
	Iteration 216Q: 3 clusters Score -2.0902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -20902004.000000 Penalty: 3905.944336
	Iteration 217F: 3 clusters Score -2.0902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 141354 members 
Mstep: Class 19 contains 827 members 
Mstep: Class 20 contains 38823 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 386 members 
Mstep: Class 24 contains 139728 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 14264 members 
Mstep: Class 28 contains 6407 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 126936 members 
Entering Unmasked Estep 
Score: -141559056.000000 Penalty: 68059.960938
Splitting cluster 20 changes total score from -141520976.000000 to -141559056.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 3 contains 122237 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 140857 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 30611 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 141354 members 
Mstep: Class 19 contains 827 members 
Mstep: Class 20 contains 38823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141577536.000000 Penalty: 68059.960938
Iteration 39Q: 31 clusters Score -1.415775e+08 nChanged 36903
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 123189 members 
Mstep: Class 4 contains 9349 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 3229 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 11577 members 
Mstep: Class 9 contains 140624 members 
Mstep: Class 10 contains 157975 members 
Mstep: Class 11 contains 47997 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 3710 members 
Mstep: Class 15 contains 31683 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 140489 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 43622 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 7629 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 136393 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 13266 members 
Mstep: Class 28 contains 6707 members 
Mstep: Class 29 contains 1824 members 
Mstep: Class 30 contains 123225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141593888.000000 Penalty: 68059.960938
Iteration 40F: 31 clusters Score -1.415939e+08 nChanged 35573
Entering Unmasked Mstep 
Mstep: Class 0 contains 500 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 9442 members 
Mstep: Class 3 contains 120725 members 
Mstep: Class 4 contains 9144 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 11416 members 
Mstep: Class 9 contains 135486 members 
Mstep: Class 10 contains 155457 members 
Mstep: Class 11 contains 47896 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 31716 members 
Mstep: Class 16 contains 1740 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 18 contains 137421 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 47581 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 7709 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 136449 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 13513 members 
Mstep: Class 28 contains 7909 members 
Mstep: Class 29 contains 1819 members 
Mstep: Class 30 contains 131690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141604656.000000 Penalty: 68059.960938
Iteration 41Q: 31 clusters Score -1.416047e+08 nChanged 24881
Entering Unmasked Mstep 
Mstep: Class 0 contains 489 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 119332 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 11210 members 
Mstep: Class 9 contains 131530 members 
Mstep: Class 10 contains 153711 members 
Mstep: Class 11 contains 47753 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 4022 members 
Mstep: Class 15 contains 31779 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 134757 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 52027 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 7694 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 135907 members 
Mstep: Class 25 contains 4189 members 
Mstep: Class 26 contains 742 members 
Mstep: Class 27 contains 13685 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 1807 members 
Mstep: Class 30 contains 137546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141610864.000000 Penalty: 68059.960938
Iteration 42Q: 31 clusters Score -1.416109e+08 nChanged 20579
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 119849 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 118248 members 
Mstep: Class 4 contains 8940 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 9 contains 128583 members 
Mstep: Class 10 contains 152259 members 
Mstep: Class 11 contains 47580 members 
Mstep: Class 12 contains 2894 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 4193 members 
Mstep: Class 15 contains 31805 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 132742 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 56602 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 7697 members 
Mstep: Class 23 contains 519 members 
Mstep: Class 24 contains 134980 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 744 members 
Mstep: Class 27 contains 13822 members 
Mstep: Class 28 contains 9660 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 141696 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 31 clusters Score -1.416157e+08 nChanged 17995
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 118459 members 
Mstep: Class 2 contains 9933 members 
Mstep: Class 3 contains 117371 members 
Mstep: Class 4 contains 8835 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 10771 members 
Mstep: Class 9 contains 126117 members 
Mstep: Class 10 contains 150943 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 2901 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 31783 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 131067 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 61421 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 7707 members 
Mstep: Class 23 contains 522 members 
Mstep: Class 24 contains 134117 members 
Mstep: Class 25 contains 4355 members 
Mstep: Class 26 contains 744 members 
Mstep: Class 27 contains 13982 members 
Mstep: Class 28 contains 10415 members 
Mstep: Class 29 contains 1774 members 
Mstep: Class 30 contains 144456 members 
Entering Unmasked Estep 
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Iteration 44Q: 31 clusters Score -1.416193e+08 nChanged 16479
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 117377 members 
Mstep: Class 2 contains 10037 members 
Mstep: Class 3 contains 116604 members 
Mstep: Class 4 contains 8763 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 3126 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 123851 members 
Mstep: Class 10 contains 149534 members 
Mstep: Class 11 contains 47221 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 31654 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 129623 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 66572 members 
Mstep: Class 21 contains 378 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 133439 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 14108 members 
Mstep: Class 28 contains 11113 members 
Mstep: Class 29 contains 1764 members 
Mstep: Class 30 contains 146173 members 
Entering Unmasked Estep 
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Iteration 45Q: 31 clusters Score -1.416224e+08 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 10114 members 
Mstep: Class 3 contains 115977 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 3109 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 10410 members 
Mstep: Class 9 contains 121778 members 
Mstep: Class 10 contains 148166 members 
Mstep: Class 11 contains 47025 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 31546 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 128326 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 72043 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 7736 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 132782 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 14216 members 
Mstep: Class 28 contains 11727 members 
Mstep: Class 29 contains 1759 members 
Mstep: Class 30 contains 147030 members 
Entering Unmasked Estep 
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Iteration 46Q: 31 clusters Score -1.416252e+08 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 10145 members 
Mstep: Class 3 contains 115434 members 
Mstep: Class 4 contains 8653 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 120001 members 
Mstep: Class 10 contains 146778 members 
Mstep: Class 11 contains 46865 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 31439 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 4411 members 
Mstep: Class 18 contains 127202 members 
Mstep: Class 19 contains 781 members 
Mstep: Class 20 contains 77782 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 132196 members 
Mstep: Class 25 contains 4520 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 14310 members 
Mstep: Class 28 contains 12288 members 
Mstep: Class 29 contains 1759 members 
Mstep: Class 30 contains 146958 members 
Entering Unmasked Estep 
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Iteration 47Q: 31 clusters Score -1.416283e+08 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 10194 members 
Mstep: Class 3 contains 114927 members 
Mstep: Class 4 contains 8612 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 10194 members 
Mstep: Class 9 contains 118507 members 
Mstep: Class 10 contains 145409 members 
Mstep: Class 11 contains 46669 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 31334 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 4471 members 
Mstep: Class 18 contains 126178 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 83735 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7771 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 131608 members 
Mstep: Class 25 contains 4546 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 14376 members 
Mstep: Class 28 contains 12768 members 
Mstep: Class 29 contains 1757 members 
Mstep: Class 30 contains 146430 members 
Entering Unmasked Estep 
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Iteration 48Q: 31 clusters Score -1.416316e+08 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 10237 members 
Mstep: Class 3 contains 114390 members 
Mstep: Class 4 contains 8577 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 3030 members 
Mstep: Class 7 contains 813 members 
Mstep: Class 8 contains 10112 members 
Mstep: Class 9 contains 117007 members 
Mstep: Class 10 contains 144098 members 
Mstep: Class 11 contains 46438 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 31216 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 17 contains 4538 members 
Mstep: Class 18 contains 125346 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 89860 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7795 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 130880 members 
Mstep: Class 25 contains 4564 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 13186 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 145564 members 
Entering Unmasked Estep 
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Iteration 49Q: 31 clusters Score -1.416353e+08 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 113858 members 
Mstep: Class 4 contains 8550 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 3028 members 
Mstep: Class 7 contains 813 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 115628 members 
Mstep: Class 10 contains 142772 members 
Mstep: Class 11 contains 46221 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 31156 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 124542 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 96093 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 130179 members 
Mstep: Class 25 contains 4583 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 14512 members 
Mstep: Class 28 contains 13533 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 144379 members 
Entering Unmasked Estep 
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Iteration 50Q: 31 clusters Score -1.416379e+08 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 10292 members 
Mstep: Class 3 contains 113305 members 
Mstep: Class 4 contains 8529 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 813 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 114385 members 
Mstep: Class 10 contains 141413 members 
Mstep: Class 11 contains 45990 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 31111 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 123819 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 102345 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7837 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 129414 members 
Mstep: Class 25 contains 4591 members 
Mstep: Class 26 contains 721 members 
Mstep: Class 27 contains 14582 members 
Mstep: Class 28 contains 13792 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 143105 members 
Entering Unmasked Estep 
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Iteration 51Q: 31 clusters Score -1.416405e+08 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 112881 members 
Mstep: Class 4 contains 8520 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 9887 members 
Mstep: Class 9 contains 113691 members 
Mstep: Class 10 contains 140025 members 
Mstep: Class 11 contains 45773 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 31064 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 122891 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 108728 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7843 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 128420 members 
Mstep: Class 25 contains 4605 members 
Mstep: Class 26 contains 719 members 
Mstep: Class 27 contains 14670 members 
Mstep: Class 28 contains 14048 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 141319 members 
Entering Unmasked Estep 
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Iteration 52Q: 31 clusters Score -1.416437e+08 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 112515 members 
Mstep: Class 4 contains 8520 members 
Mstep: Class 5 contains 5532 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 814 members 
Mstep: Class 8 contains 9829 members 
Mstep: Class 9 contains 113341 members 
Mstep: Class 10 contains 138692 members 
Mstep: Class 11 contains 45575 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 31011 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 121888 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 115079 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 127301 members 
Mstep: Class 25 contains 4608 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 14749 members 
Mstep: Class 28 contains 14302 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 139269 members 
Entering Unmasked Estep 
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Iteration 53Q: 31 clusters Score -1.416468e+08 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 111500 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 112123 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 2961 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 9788 members 
Mstep: Class 9 contains 113344 members 
Mstep: Class 10 contains 137510 members 
Mstep: Class 11 contains 45343 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 6142 members 
Mstep: Class 15 contains 30955 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 4690 members 
Mstep: Class 18 contains 121012 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 120834 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 7894 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 126199 members 
Mstep: Class 25 contains 4623 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 14520 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 137200 members 
Entering Unmasked Estep 
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Iteration 54Q: 31 clusters Score -1.416496e+08 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 10366 members 
Mstep: Class 3 contains 111694 members 
Mstep: Class 4 contains 8494 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 136030 members 
Mstep: Class 11 contains 45126 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 6367 members 
Mstep: Class 15 contains 30927 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 4709 members 
Mstep: Class 18 contains 120074 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 125765 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 125340 members 
Mstep: Class 25 contains 4623 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 14930 members 
Mstep: Class 28 contains 14737 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 135490 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -1.416516e+08 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 111938 members 
Mstep: Class 2 contains 10372 members 
Mstep: Class 3 contains 111307 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 113530 members 
Mstep: Class 10 contains 134524 members 
Mstep: Class 11 contains 44898 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 30889 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 119474 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 129426 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 124659 members 
Mstep: Class 25 contains 4631 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 15017 members 
Mstep: Class 28 contains 14943 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 134389 members 
Entering Unmasked Estep 
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Iteration 56Q: 31 clusters Score -1.41653e+08 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 110932 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 5638 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 814 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 113779 members 
Mstep: Class 10 contains 133188 members 
Mstep: Class 11 contains 44663 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 6770 members 
Mstep: Class 15 contains 30871 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 4689 members 
Mstep: Class 18 contains 119372 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 131521 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 124271 members 
Mstep: Class 25 contains 4627 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 15077 members 
Mstep: Class 28 contains 15099 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 133980 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -1.416527e+08 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 112289 members 
Mstep: Class 2 contains 10390 members 
Mstep: Class 3 contains 110606 members 
Mstep: Class 4 contains 8431 members 
Mstep: Class 5 contains 5653 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 113965 members 
Mstep: Class 10 contains 131998 members 
Mstep: Class 11 contains 44479 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 6965 members 
Mstep: Class 15 contains 30871 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 119605 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 132439 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 7990 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 124037 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 15143 members 
Mstep: Class 28 contains 15264 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 134071 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -1.416526e+08 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 112345 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 110317 members 
Mstep: Class 4 contains 8420 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 9503 members 
Mstep: Class 9 contains 114275 members 
Mstep: Class 10 contains 131046 members 
Mstep: Class 11 contains 44304 members 
Mstep: Class 12 contains 2766 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 7187 members 
Mstep: Class 15 contains 30890 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 120065 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 132235 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 8020 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 123941 members 
Mstep: Class 25 contains 4637 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 15175 members 
Mstep: Class 28 contains 15409 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 134583 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.416532e+08 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 10426 members 
Mstep: Class 3 contains 110069 members 
Mstep: Class 4 contains 8412 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 2851 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 9437 members 
Mstep: Class 9 contains 114455 members 
Mstep: Class 10 contains 130268 members 
Mstep: Class 11 contains 44141 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 7442 members 
Mstep: Class 15 contains 30910 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 120529 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 131539 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 123988 members 
Mstep: Class 25 contains 4637 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 15206 members 
Mstep: Class 28 contains 15555 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 135327 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -1.416544e+08 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 112399 members 
Mstep: Class 2 contains 10407 members 
Mstep: Class 3 contains 109830 members 
Mstep: Class 4 contains 8409 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 810 members 
Mstep: Class 8 contains 9371 members 
Mstep: Class 9 contains 114556 members 
Mstep: Class 10 contains 129586 members 
Mstep: Class 11 contains 44013 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 7694 members 
Mstep: Class 15 contains 30899 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 120828 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 131207 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 124012 members 
Mstep: Class 25 contains 4630 members 
Mstep: Class 26 contains 747 members 
Mstep: Class 27 contains 15249 members 
Mstep: Class 28 contains 15722 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 135848 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -1.416555e+08 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 109639 members 
Mstep: Class 4 contains 8403 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 114552 members 
Mstep: Class 10 contains 129201 members 
Mstep: Class 11 contains 43916 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 30885 members 
Mstep: Class 16 contains 1873 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 121156 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 130630 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 8123 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 124073 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 15292 members 
Mstep: Class 28 contains 15885 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 136386 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -1.416554e+08 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 109465 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 9240 members 
Mstep: Class 9 contains 114548 members 
Mstep: Class 10 contains 128946 members 
Mstep: Class 11 contains 43843 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 8175 members 
Mstep: Class 15 contains 30867 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 17 contains 4842 members 
Mstep: Class 18 contains 121554 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 129770 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 8146 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 124161 members 
Mstep: Class 25 contains 4636 members 
Mstep: Class 26 contains 758 members 
Mstep: Class 27 contains 15347 members 
Mstep: Class 28 contains 16059 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 136946 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -1.416552e+08 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 10361 members 
Mstep: Class 3 contains 109336 members 
Mstep: Class 4 contains 8397 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 114554 members 
Mstep: Class 10 contains 128769 members 
Mstep: Class 11 contains 43773 members 
Mstep: Class 12 contains 2620 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 8391 members 
Mstep: Class 15 contains 30851 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 4864 members 
Mstep: Class 18 contains 121970 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 128838 members 
Mstep: Class 21 contains 396 members 
Mstep: Class 22 contains 8173 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 124246 members 
Mstep: Class 25 contains 4637 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 15393 members 
Mstep: Class 28 contains 16214 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 137488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655360.000000 Penalty: 68059.960938
Iteration 64Q: 31 clusters Score -1.416554e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111999 members 
Mstep: Class 2 contains 10370 members 
Mstep: Class 3 contains 109247 members 
Mstep: Class 4 contains 8388 members 
Mstep: Class 5 contains 5768 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 9149 members 
Mstep: Class 9 contains 114523 members 
Mstep: Class 10 contains 128679 members 
Mstep: Class 11 contains 43709 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 30827 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 122367 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 127917 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 8203 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 124294 members 
Mstep: Class 25 contains 4645 members 
Mstep: Class 26 contains 761 members 
Mstep: Class 27 contains 15438 members 
Mstep: Class 28 contains 16347 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 137981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655424.000000 Penalty: 68059.960938
Iteration 65Q: 31 clusters Score -1.416554e+08 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 109209 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 9101 members 
Mstep: Class 9 contains 114507 members 
Mstep: Class 10 contains 128598 members 
Mstep: Class 11 contains 43652 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 30823 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 122663 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 127131 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 124267 members 
Mstep: Class 25 contains 4648 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 15471 members 
Mstep: Class 28 contains 16523 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 138396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655440.000000 Penalty: 68059.960938
Iteration 66Q: 31 clusters Score -1.416554e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111763 members 
Mstep: Class 2 contains 10383 members 
Mstep: Class 3 contains 109177 members 
Mstep: Class 4 contains 8368 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 9055 members 
Mstep: Class 9 contains 114561 members 
Mstep: Class 10 contains 128498 members 
Mstep: Class 11 contains 43593 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 9145 members 
Mstep: Class 15 contains 30827 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 4934 members 
Mstep: Class 18 contains 122912 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 126484 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 124203 members 
Mstep: Class 25 contains 4648 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 15504 members 
Mstep: Class 28 contains 16651 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 138680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655520.000000 Penalty: 68059.960938
Iteration 67Q: 31 clusters Score -1.416555e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 109154 members 
Mstep: Class 4 contains 8357 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 9013 members 
Mstep: Class 9 contains 114575 members 
Mstep: Class 10 contains 128416 members 
Mstep: Class 11 contains 43556 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 9463 members 
Mstep: Class 15 contains 30834 members 
Mstep: Class 16 contains 1899 members 
Mstep: Class 17 contains 4949 members 
Mstep: Class 18 contains 123125 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 125930 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 124087 members 
Mstep: Class 25 contains 4649 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 15528 members 
Mstep: Class 28 contains 16800 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 138877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655568.000000 Penalty: 68059.960938
Iteration 68Q: 31 clusters Score -1.416556e+08 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 109150 members 
Mstep: Class 4 contains 8350 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 8980 members 
Mstep: Class 9 contains 114642 members 
Mstep: Class 10 contains 128331 members 
Mstep: Class 11 contains 43541 members 
Mstep: Class 12 contains 2419 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 9805 members 
Mstep: Class 15 contains 30846 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 18 contains 123305 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 125436 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8325 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 123933 members 
Mstep: Class 25 contains 4651 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 15539 members 
Mstep: Class 28 contains 16924 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 139004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655616.000000 Penalty: 68059.960938
Iteration 69Q: 31 clusters Score -1.416556e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 10385 members 
Mstep: Class 3 contains 109164 members 
Mstep: Class 4 contains 8346 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 2846 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 8928 members 
Mstep: Class 9 contains 114685 members 
Mstep: Class 10 contains 128204 members 
Mstep: Class 11 contains 43520 members 
Mstep: Class 12 contains 2377 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 123467 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 125040 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8351 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 123771 members 
Mstep: Class 25 contains 4652 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 15551 members 
Mstep: Class 28 contains 17040 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 139084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655872.000000 Penalty: 68059.960938
Iteration 70Q: 31 clusters Score -1.416559e+08 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 10380 members 
Mstep: Class 3 contains 109157 members 
Mstep: Class 4 contains 8338 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 8871 members 
Mstep: Class 9 contains 114757 members 
Mstep: Class 10 contains 128078 members 
Mstep: Class 11 contains 43509 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 10533 members 
Mstep: Class 15 contains 30883 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 123589 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 124692 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8395 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 123570 members 
Mstep: Class 25 contains 4650 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 15562 members 
Mstep: Class 28 contains 17146 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 139176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655920.000000 Penalty: 68059.960938
Iteration 71Q: 31 clusters Score -1.416559e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 10375 members 
Mstep: Class 3 contains 109158 members 
Mstep: Class 4 contains 8338 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 8776 members 
Mstep: Class 9 contains 114791 members 
Mstep: Class 10 contains 128022 members 
Mstep: Class 11 contains 43499 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 30902 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 18 contains 123622 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 124458 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8449 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 123292 members 
Mstep: Class 25 contains 4648 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15588 members 
Mstep: Class 28 contains 17249 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141656192.000000 Penalty: 68059.960938
Iteration 72Q: 31 clusters Score -1.416562e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 109146 members 
Mstep: Class 4 contains 8336 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 8702 members 
Mstep: Class 9 contains 114848 members 
Mstep: Class 10 contains 128014 members 
Mstep: Class 11 contains 43485 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 11325 members 
Mstep: Class 15 contains 30912 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 5017 members 
Mstep: Class 18 contains 123621 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 124244 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8505 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 122961 members 
Mstep: Class 25 contains 4648 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 15623 members 
Mstep: Class 28 contains 17331 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141656176.000000 Penalty: 68059.960938
Iteration 73Q: 31 clusters Score -1.416562e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 10359 members 
Mstep: Class 3 contains 109122 members 
Mstep: Class 4 contains 8330 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 8637 members 
Mstep: Class 9 contains 114878 members 
Mstep: Class 10 contains 127924 members 
Mstep: Class 11 contains 43488 members 
Mstep: Class 12 contains 2220 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 11775 members 
Mstep: Class 15 contains 30906 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 5028 members 
Mstep: Class 18 contains 123624 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 124075 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8555 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 122630 members 
Mstep: Class 25 contains 4648 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 15662 members 
Mstep: Class 28 contains 17414 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141656400.000000 Penalty: 68059.960938
Iteration 74Q: 31 clusters Score -1.416564e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 109094 members 
Mstep: Class 4 contains 8326 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 114900 members 
Mstep: Class 10 contains 127875 members 
Mstep: Class 11 contains 43496 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 12273 members 
Mstep: Class 15 contains 30911 members 
Mstep: Class 16 contains 1897 members 
Mstep: Class 17 contains 5037 members 
Mstep: Class 18 contains 123620 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 123938 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8612 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 122192 members 
Mstep: Class 25 contains 4651 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 15698 members 
Mstep: Class 28 contains 17505 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141656736.000000 Penalty: 68059.960938
Iteration 75Q: 31 clusters Score -1.416567e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 10354 members 
Mstep: Class 3 contains 109071 members 
Mstep: Class 4 contains 8325 members 
Mstep: Class 5 contains 5854 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8437 members 
Mstep: Class 9 contains 114952 members 
Mstep: Class 10 contains 127795 members 
Mstep: Class 11 contains 43505 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 30914 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 5051 members 
Mstep: Class 18 contains 123613 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 123807 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8674 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 121717 members 
Mstep: Class 25 contains 4651 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 15735 members 
Mstep: Class 28 contains 17586 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141656736.000000 Penalty: 68059.960938
Iteration 76Q: 31 clusters Score -1.416567e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111395 members 
Mstep: Class 2 contains 10347 members 
Mstep: Class 3 contains 109055 members 
Mstep: Class 4 contains 8323 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 2967 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 9 contains 114995 members 
Mstep: Class 10 contains 127710 members 
Mstep: Class 11 contains 43501 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 15 contains 30900 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5059 members 
Mstep: Class 18 contains 123607 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 123732 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8726 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 121233 members 
Mstep: Class 25 contains 4655 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 15771 members 
Mstep: Class 28 contains 17678 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141656912.000000 Penalty: 68059.960938
Iteration 77Q: 31 clusters Score -1.416569e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 109026 members 
Mstep: Class 4 contains 8319 members 
Mstep: Class 5 contains 5870 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 115005 members 
Mstep: Class 10 contains 127610 members 
Mstep: Class 11 contains 43513 members 
Mstep: Class 12 contains 2101 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 13958 members 
Mstep: Class 15 contains 30894 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5075 members 
Mstep: Class 18 contains 123594 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 123679 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8783 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 120711 members 
Mstep: Class 25 contains 4658 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15810 members 
Mstep: Class 28 contains 17759 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141657600.000000 Penalty: 68059.960938
Iteration 78Q: 31 clusters Score -1.416576e+08 nChanged 2655
Entering ConstructFrom: 
Score: -141657600.000000 Penalty: 68059.960938
Entering ConstructFrom: 
Trying to split cluster 1 (111397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Entering Unmasked Estep 
Score: -14004720.000000 Penalty: 1888.389038
	Iteration 0F: 2 clusters Score -1.400472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -13931843.000000 Penalty: 3776.778076
	Iteration 0F: 3 clusters Score -1.393184e+07 nChanged 53481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -13963009.000000 Penalty: 3776.778076
	Iteration 1F: 3 clusters Score -1.396301e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -13964040.000000 Penalty: 3776.778076
	Iteration 2Q: 3 clusters Score -1.396404e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -13965783.000000 Penalty: 3776.778076
	Iteration 3Q: 3 clusters Score -1.396578e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -13969010.000000 Penalty: 3776.778076
	Iteration 4F: 3 clusters Score -1.396901e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -13974475.000000 Penalty: 3776.778076
	Iteration 5F: 3 clusters Score -1.397448e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -13982583.000000 Penalty: 3776.778076
	Iteration 6F: 3 clusters Score -1.398258e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -13990931.000000 Penalty: 3776.778076
	Iteration 7F: 3 clusters Score -1.399093e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -13997023.000000 Penalty: 3776.778076
	Iteration 8F: 3 clusters Score -1.399702e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -14000153.000000 Penalty: 3776.778076
	Iteration 9Q: 3 clusters Score -1.400015e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -14001651.000000 Penalty: 3776.778076
	Iteration 10Q: 3 clusters Score -1.400165e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -14002286.000000 Penalty: 3776.778076
	Iteration 11Q: 3 clusters Score -1.400229e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -14002598.000000 Penalty: 3776.778076
	Iteration 12Q: 3 clusters Score -1.40026e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108993 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -14002765.000000 Penalty: 3776.778076
	Iteration 13Q: 3 clusters Score -1.400276e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -14002906.000000 Penalty: 3776.778076
	Iteration 14Q: 3 clusters Score -1.400291e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -14002998.000000 Penalty: 3776.778076
	Iteration 15Q: 3 clusters Score -1.4003e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109690 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14003071.000000 Penalty: 3776.778076
	Iteration 16Q: 3 clusters Score -1.400307e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14003142.000000 Penalty: 3776.778076
	Iteration 17Q: 3 clusters Score -1.400314e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109909 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -14003195.000000 Penalty: 3776.778076
	Iteration 18Q: 3 clusters Score -1.40032e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -14003212.000000 Penalty: 3776.778076
	Iteration 19Q: 3 clusters Score -1.400321e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -14003227.000000 Penalty: 3776.778076
	Iteration 20F: 3 clusters Score -1.400323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14003256.000000 Penalty: 3776.778076
	Iteration 21Q: 3 clusters Score -1.400326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14003277.000000 Penalty: 3776.778076
	Iteration 22Q: 3 clusters Score -1.400328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14003301.000000 Penalty: 3776.778076
	Iteration 23Q: 3 clusters Score -1.40033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110170 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14003345.000000 Penalty: 3776.778076
	Iteration 24Q: 3 clusters Score -1.400334e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110198 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14003385.000000 Penalty: 3776.778076
	Iteration 25Q: 3 clusters Score -1.400338e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110213 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14003416.000000 Penalty: 3776.778076
	Iteration 26Q: 3 clusters Score -1.400342e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14003424.000000 Penalty: 3776.778076
	Iteration 27Q: 3 clusters Score -1.400342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14003443.000000 Penalty: 3776.778076
	Iteration 28Q: 3 clusters Score -1.400344e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14003441.000000 Penalty: 3776.778076
	Iteration 29Q: 3 clusters Score -1.400344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110242 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -14003454.000000 Penalty: 3776.778076
	Iteration 30Q: 3 clusters Score -1.400345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14003466.000000 Penalty: 3776.778076
	Iteration 31Q: 3 clusters Score -1.400347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14003470.000000 Penalty: 3776.778076
	Iteration 32Q: 3 clusters Score -1.400347e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14003483.000000 Penalty: 3776.778076
	Iteration 33Q: 3 clusters Score -1.400348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -14003479.000000 Penalty: 3776.778076
	Iteration 34Q: 3 clusters Score -1.400348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110263 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14003475.000000 Penalty: 3776.778076
	Iteration 35Q: 3 clusters Score -1.400348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110267 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14003470.000000 Penalty: 3776.778076
	Iteration 36Q: 3 clusters Score -1.400347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14003489.000000 Penalty: 3776.778076
	Iteration 37Q: 3 clusters Score -1.400349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14003487.000000 Penalty: 3776.778076
	Iteration 38Q: 3 clusters Score -1.400349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14003502.000000 Penalty: 3776.778076
	Iteration 39Q: 3 clusters Score -1.40035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14003522.000000 Penalty: 3776.778076
	Iteration 40F: 3 clusters Score -1.400352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14003514.000000 Penalty: 3776.778076
	Iteration 41Q: 3 clusters Score -1.400351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14003513.000000 Penalty: 3776.778076
	Iteration 42Q: 3 clusters Score -1.400351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14003503.000000 Penalty: 3776.778076
	Iteration 43Q: 3 clusters Score -1.40035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110283 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14003521.000000 Penalty: 3776.778076
	Iteration 44Q: 3 clusters Score -1.400352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14003522.000000 Penalty: 3776.778076
	Iteration 45Q: 3 clusters Score -1.400352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14003516.000000 Penalty: 3776.778076
	Iteration 46Q: 3 clusters Score -1.400352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -14003510.000000 Penalty: 3776.778076
	Iteration 47Q: 3 clusters Score -1.400351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14003501.000000 Penalty: 3776.778076
	Iteration 48Q: 3 clusters Score -1.40035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14003511.000000 Penalty: 3776.778076
	Iteration 49Q: 3 clusters Score -1.400351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110288 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14003502.000000 Penalty: 3776.778076
	Iteration 50Q: 3 clusters Score -1.40035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14003511.000000 Penalty: 3776.778076
	Iteration 51Q: 3 clusters Score -1.400351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14003511.000000 Penalty: 3776.778076
	Iteration 52F: 3 clusters Score -1.400351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Entering Unmasked Estep 
Score: -1186781.500000 Penalty: 1502.019165
	Iteration 0F: 2 clusters Score -1186782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1179394.375000 Penalty: 3004.038330
	Iteration 0F: 3 clusters Score -1179394 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1181805.000000 Penalty: 3004.038330
	Iteration 1F: 3 clusters Score -1181805 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1182152.500000 Penalty: 3004.038330
	Iteration 2F: 3 clusters Score -1182152 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1182515.000000 Penalty: 3004.038330
	Iteration 3F: 3 clusters Score -1182515 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1182935.750000 Penalty: 3004.038330
	Iteration 4F: 3 clusters Score -1182936 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1183363.875000 Penalty: 3004.038330
	Iteration 5F: 3 clusters Score -1183364 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1183837.250000 Penalty: 3004.038330
	Iteration 6F: 3 clusters Score -1183837 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1184339.000000 Penalty: 3004.038330
	Iteration 7F: 3 clusters Score -1184339 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1184763.250000 Penalty: 3004.038330
	Iteration 8F: 3 clusters Score -1184763 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1185092.250000 Penalty: 3004.038330
	Iteration 9Q: 3 clusters Score -1185092 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1185332.625000 Penalty: 3004.038330
	Iteration 10Q: 3 clusters Score -1185333 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1185532.375000 Penalty: 3004.038330
	Iteration 11Q: 3 clusters Score -1185532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1185684.875000 Penalty: 3004.038330
	Iteration 12Q: 3 clusters Score -1185685 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1185812.125000 Penalty: 3004.038330
	Iteration 13Q: 3 clusters Score -1185812 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1185914.250000 Penalty: 3004.038330
	Iteration 14Q: 3 clusters Score -1185914 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1185987.000000 Penalty: 3004.038330
	Iteration 15Q: 3 clusters Score -1185987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1186033.375000 Penalty: 3004.038330
	Iteration 16Q: 3 clusters Score -1186033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1186075.000000 Penalty: 3004.038330
	Iteration 17Q: 3 clusters Score -1186075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1186096.125000 Penalty: 3004.038330
	Iteration 18Q: 3 clusters Score -1186096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1186111.375000 Penalty: 3004.038330
	Iteration 19Q: 3 clusters Score -1186111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1186120.875000 Penalty: 3004.038330
	Iteration 20F: 3 clusters Score -1186121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1186130.000000 Penalty: 3004.038330
	Iteration 21Q: 3 clusters Score -1186130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1186137.875000 Penalty: 3004.038330
	Iteration 22Q: 3 clusters Score -1186138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1186137.125000 Penalty: 3004.038330
	Iteration 23Q: 3 clusters Score -1186137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1186138.625000 Penalty: 3004.038330
	Iteration 24Q: 3 clusters Score -1186139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1186138.500000 Penalty: 3004.038330
	Iteration 25Q: 3 clusters Score -1186138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1186140.000000 Penalty: 3004.038330
	Iteration 26Q: 3 clusters Score -1186140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1186140.000000 Penalty: 3004.038330
	Iteration 27Q: 3 clusters Score -1186140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1186139.625000 Penalty: 3004.038330
	Iteration 28Q: 3 clusters Score -1186140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1186140.250000 Penalty: 3004.038330
	Iteration 29Q: 3 clusters Score -1186140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1186139.750000 Penalty: 3004.038330
	Iteration 30Q: 3 clusters Score -1186140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1186141.000000 Penalty: 3004.038330
	Iteration 31Q: 3 clusters Score -1186141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1186140.500000 Penalty: 3004.038330
	Iteration 32Q: 3 clusters Score -1186140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1186141.250000 Penalty: 3004.038330
	Iteration 33Q: 3 clusters Score -1186141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1186141.750000 Penalty: 3004.038330
	Iteration 34Q: 3 clusters Score -1186142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1186141.750000 Penalty: 3004.038330
	Iteration 35F: 3 clusters Score -1186142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Entering Unmasked Estep 
Score: -13461137.000000 Penalty: 1884.872192
	Iteration 0F: 2 clusters Score -1.346114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -13390717.000000 Penalty: 3769.744385
	Iteration 0F: 3 clusters Score -1.339072e+07 nChanged 52155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -13421374.000000 Penalty: 3769.744385
	Iteration 1F: 3 clusters Score -1.342137e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -13422641.000000 Penalty: 3769.744385
	Iteration 2Q: 3 clusters Score -1.342264e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -13424108.000000 Penalty: 3769.744385
	Iteration 3Q: 3 clusters Score -1.342411e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -13426199.000000 Penalty: 3769.744385
	Iteration 4Q: 3 clusters Score -1.34262e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -13429374.000000 Penalty: 3769.744385
	Iteration 5F: 3 clusters Score -1.342937e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -13433806.000000 Penalty: 3769.744385
	Iteration 6F: 3 clusters Score -1.343381e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -13438913.000000 Penalty: 3769.744385
	Iteration 7F: 3 clusters Score -1.343891e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -13443428.000000 Penalty: 3769.744385
	Iteration 8F: 3 clusters Score -1.344343e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -13446042.000000 Penalty: 3769.744385
	Iteration 9Q: 3 clusters Score -1.344604e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -13447161.000000 Penalty: 3769.744385
	Iteration 10Q: 3 clusters Score -1.344716e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -13447646.000000 Penalty: 3769.744385
	Iteration 11Q: 3 clusters Score -1.344765e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -13447908.000000 Penalty: 3769.744385
	Iteration 12Q: 3 clusters Score -1.344791e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -13448152.000000 Penalty: 3769.744385
	Iteration 13Q: 3 clusters Score -1.344815e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -13448284.000000 Penalty: 3769.744385
	Iteration 14Q: 3 clusters Score -1.344828e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -13448522.000000 Penalty: 3769.744385
	Iteration 15Q: 3 clusters Score -1.344852e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -13448663.000000 Penalty: 3769.744385
	Iteration 16Q: 3 clusters Score -1.344866e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -13448760.000000 Penalty: 3769.744385
	Iteration 17Q: 3 clusters Score -1.344876e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -13448941.000000 Penalty: 3769.744385
	Iteration 18Q: 3 clusters Score -1.344894e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -13449091.000000 Penalty: 3769.744385
	Iteration 19Q: 3 clusters Score -1.344909e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -13449245.000000 Penalty: 3769.744385
	Iteration 20F: 3 clusters Score -1.344924e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -13449370.000000 Penalty: 3769.744385
	Iteration 21Q: 3 clusters Score -1.344937e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -13449543.000000 Penalty: 3769.744385
	Iteration 22Q: 3 clusters Score -1.344954e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -13449630.000000 Penalty: 3769.744385
	Iteration 23Q: 3 clusters Score -1.344963e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -13449815.000000 Penalty: 3769.744385
	Iteration 24Q: 3 clusters Score -1.344982e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -13450022.000000 Penalty: 3769.744385
	Iteration 25Q: 3 clusters Score -1.345002e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -13450140.000000 Penalty: 3769.744385
	Iteration 26Q: 3 clusters Score -1.345014e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -13450323.000000 Penalty: 3769.744385
	Iteration 27Q: 3 clusters Score -1.345032e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -13450510.000000 Penalty: 3769.744385
	Iteration 28Q: 3 clusters Score -1.345051e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -13450665.000000 Penalty: 3769.744385
	Iteration 29Q: 3 clusters Score -1.345066e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -13450808.000000 Penalty: 3769.744385
	Iteration 30Q: 3 clusters Score -1.345081e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -13451005.000000 Penalty: 3769.744385
	Iteration 31Q: 3 clusters Score -1.3451e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -13451212.000000 Penalty: 3769.744385
	Iteration 32Q: 3 clusters Score -1.345121e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -13451437.000000 Penalty: 3769.744385
	Iteration 33Q: 3 clusters Score -1.345144e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -13451670.000000 Penalty: 3769.744385
	Iteration 34Q: 3 clusters Score -1.345167e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -13451971.000000 Penalty: 3769.744385
	Iteration 35Q: 3 clusters Score -1.345197e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -13452136.000000 Penalty: 3769.744385
	Iteration 36Q: 3 clusters Score -1.345214e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -13452498.000000 Penalty: 3769.744385
	Iteration 37Q: 3 clusters Score -1.34525e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -13452807.000000 Penalty: 3769.744385
	Iteration 38Q: 3 clusters Score -1.345281e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -13453130.000000 Penalty: 3769.744385
	Iteration 39Q: 3 clusters Score -1.345313e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -13453510.000000 Penalty: 3769.744385
	Iteration 40F: 3 clusters Score -1.345351e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -13453735.000000 Penalty: 3769.744385
	Iteration 41Q: 3 clusters Score -1.345374e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -13454144.000000 Penalty: 3769.744385
	Iteration 42Q: 3 clusters Score -1.345414e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -13454490.000000 Penalty: 3769.744385
	Iteration 43Q: 3 clusters Score -1.345449e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -13454864.000000 Penalty: 3769.744385
	Iteration 44Q: 3 clusters Score -1.345486e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -13455213.000000 Penalty: 3769.744385
	Iteration 45Q: 3 clusters Score -1.345521e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -13455617.000000 Penalty: 3769.744385
	Iteration 46Q: 3 clusters Score -1.345562e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97989 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -13456008.000000 Penalty: 3769.744385
	Iteration 47Q: 3 clusters Score -1.345601e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -13456487.000000 Penalty: 3769.744385
	Iteration 48Q: 3 clusters Score -1.345649e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -13456841.000000 Penalty: 3769.744385
	Iteration 49Q: 3 clusters Score -1.345684e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -13457213.000000 Penalty: 3769.744385
	Iteration 50Q: 3 clusters Score -1.345721e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -13457452.000000 Penalty: 3769.744385
	Iteration 51Q: 3 clusters Score -1.345745e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -13457739.000000 Penalty: 3769.744385
	Iteration 52Q: 3 clusters Score -1.345774e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -13458065.000000 Penalty: 3769.744385
	Iteration 53Q: 3 clusters Score -1.345806e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -13458271.000000 Penalty: 3769.744385
	Iteration 54Q: 3 clusters Score -1.345827e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -13458444.000000 Penalty: 3769.744385
	Iteration 55Q: 3 clusters Score -1.345844e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -13458610.000000 Penalty: 3769.744385
	Iteration 56Q: 3 clusters Score -1.345861e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -13458755.000000 Penalty: 3769.744385
	Iteration 57Q: 3 clusters Score -1.345876e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -13458882.000000 Penalty: 3769.744385
	Iteration 58Q: 3 clusters Score -1.345888e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -13459007.000000 Penalty: 3769.744385
	Iteration 59Q: 3 clusters Score -1.345901e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106513 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -13459076.000000 Penalty: 3769.744385
	Iteration 60F: 3 clusters Score -1.345908e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13459176.000000 Penalty: 3769.744385
	Iteration 61Q: 3 clusters Score -1.345918e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -13459226.000000 Penalty: 3769.744385
	Iteration 62Q: 3 clusters Score -1.345923e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106926 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -13459269.000000 Penalty: 3769.744385
	Iteration 63Q: 3 clusters Score -1.345927e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13459292.000000 Penalty: 3769.744385
	Iteration 64Q: 3 clusters Score -1.345929e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13459321.000000 Penalty: 3769.744385
	Iteration 65Q: 3 clusters Score -1.345932e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13459358.000000 Penalty: 3769.744385
	Iteration 66Q: 3 clusters Score -1.345936e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -13459392.000000 Penalty: 3769.744385
	Iteration 67Q: 3 clusters Score -1.345939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -13459402.000000 Penalty: 3769.744385
	Iteration 68Q: 3 clusters Score -1.34594e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -13459413.000000 Penalty: 3769.744385
	Iteration 69Q: 3 clusters Score -1.345941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -13459416.000000 Penalty: 3769.744385
	Iteration 70Q: 3 clusters Score -1.345942e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13459410.000000 Penalty: 3769.744385
	Iteration 71Q: 3 clusters Score -1.345941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13459419.000000 Penalty: 3769.744385
	Iteration 72Q: 3 clusters Score -1.345942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107456 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13459431.000000 Penalty: 3769.744385
	Iteration 73Q: 3 clusters Score -1.345943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13459445.000000 Penalty: 3769.744385
	Iteration 74Q: 3 clusters Score -1.345944e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107526 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13459456.000000 Penalty: 3769.744385
	Iteration 75Q: 3 clusters Score -1.345946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13459468.000000 Penalty: 3769.744385
	Iteration 76Q: 3 clusters Score -1.345947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13459512.000000 Penalty: 3769.744385
	Iteration 77Q: 3 clusters Score -1.345951e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13459514.000000 Penalty: 3769.744385
	Iteration 78Q: 3 clusters Score -1.345951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13459532.000000 Penalty: 3769.744385
	Iteration 79Q: 3 clusters Score -1.345953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13459540.000000 Penalty: 3769.744385
	Iteration 80F: 3 clusters Score -1.345954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13459555.000000 Penalty: 3769.744385
	Iteration 81Q: 3 clusters Score -1.345956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -13459574.000000 Penalty: 3769.744385
	Iteration 82Q: 3 clusters Score -1.345957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13459574.000000 Penalty: 3769.744385
	Iteration 83Q: 3 clusters Score -1.345957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13459594.000000 Penalty: 3769.744385
	Iteration 84Q: 3 clusters Score -1.345959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13459605.000000 Penalty: 3769.744385
	Iteration 85Q: 3 clusters Score -1.34596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -13459603.000000 Penalty: 3769.744385
	Iteration 86Q: 3 clusters Score -1.34596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13459597.000000 Penalty: 3769.744385
	Iteration 87Q: 3 clusters Score -1.34596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13459597.000000 Penalty: 3769.744385
	Iteration 88Q: 3 clusters Score -1.34596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13459599.000000 Penalty: 3769.744385
	Iteration 89Q: 3 clusters Score -1.34596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13459595.000000 Penalty: 3769.744385
	Iteration 90Q: 3 clusters Score -1.34596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13459603.000000 Penalty: 3769.744385
	Iteration 91Q: 3 clusters Score -1.34596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13459608.000000 Penalty: 3769.744385
	Iteration 92Q: 3 clusters Score -1.345961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13459608.000000 Penalty: 3769.744385
	Iteration 93F: 3 clusters Score -1.345961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Entering Unmasked Estep 
Score: -1034524.312500 Penalty: 1466.792847
	Iteration 0F: 2 clusters Score -1034524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1028440.125000 Penalty: 2933.585693
	Iteration 0F: 3 clusters Score -1028440 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1030334.812500 Penalty: 2933.585693
	Iteration 1F: 3 clusters Score -1030335 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1030603.437500 Penalty: 2933.585693
	Iteration 2F: 3 clusters Score -1030603 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1030829.750000 Penalty: 2933.585693
	Iteration 3F: 3 clusters Score -1030830 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1031025.687500 Penalty: 2933.585693
	Iteration 4Q: 3 clusters Score -1031026 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1031196.625000 Penalty: 2933.585693
	Iteration 5Q: 3 clusters Score -1031197 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1031341.187500 Penalty: 2933.585693
	Iteration 6Q: 3 clusters Score -1031341 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1031499.875000 Penalty: 2933.585693
	Iteration 7Q: 3 clusters Score -1031500 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1031641.625000 Penalty: 2933.585693
	Iteration 8Q: 3 clusters Score -1031642 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1031790.312500 Penalty: 2933.585693
	Iteration 9Q: 3 clusters Score -1031790 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1031920.000000 Penalty: 2933.585693
	Iteration 10Q: 3 clusters Score -1031920 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1032047.937500 Penalty: 2933.585693
	Iteration 11Q: 3 clusters Score -1032048 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1032163.937500 Penalty: 2933.585693
	Iteration 12Q: 3 clusters Score -1032164 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1032270.687500 Penalty: 2933.585693
	Iteration 13Q: 3 clusters Score -1032271 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1032377.625000 Penalty: 2933.585693
	Iteration 14Q: 3 clusters Score -1032378 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1032497.000000 Penalty: 2933.585693
	Iteration 15Q: 3 clusters Score -1032497 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1032597.187500 Penalty: 2933.585693
	Iteration 16Q: 3 clusters Score -1032597 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1032687.625000 Penalty: 2933.585693
	Iteration 17Q: 3 clusters Score -1032688 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1032755.562500 Penalty: 2933.585693
	Iteration 18Q: 3 clusters Score -1032756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1032828.812500 Penalty: 2933.585693
	Iteration 19Q: 3 clusters Score -1032829 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1032886.375000 Penalty: 2933.585693
	Iteration 20F: 3 clusters Score -1032886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1032930.437500 Penalty: 2933.585693
	Iteration 21Q: 3 clusters Score -1032930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1032977.812500 Penalty: 2933.585693
	Iteration 22Q: 3 clusters Score -1032978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1033025.250000 Penalty: 2933.585693
	Iteration 23Q: 3 clusters Score -1033025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1033058.000000 Penalty: 2933.585693
	Iteration 24Q: 3 clusters Score -1033058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1033084.312500 Penalty: 2933.585693
	Iteration 25Q: 3 clusters Score -1033084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1033112.687500 Penalty: 2933.585693
	Iteration 26Q: 3 clusters Score -1033113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1033137.312500 Penalty: 2933.585693
	Iteration 27Q: 3 clusters Score -1033137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1033154.937500 Penalty: 2933.585693
	Iteration 28Q: 3 clusters Score -1033155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1033172.625000 Penalty: 2933.585693
	Iteration 29Q: 3 clusters Score -1033173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1033198.312500 Penalty: 2933.585693
	Iteration 30Q: 3 clusters Score -1033198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1033218.562500 Penalty: 2933.585693
	Iteration 31Q: 3 clusters Score -1033219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1033230.437500 Penalty: 2933.585693
	Iteration 32Q: 3 clusters Score -1033230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1033241.000000 Penalty: 2933.585693
	Iteration 33Q: 3 clusters Score -1033241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1033252.187500 Penalty: 2933.585693
	Iteration 34Q: 3 clusters Score -1033252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1033266.062500 Penalty: 2933.585693
	Iteration 35Q: 3 clusters Score -1033266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1033270.125000 Penalty: 2933.585693
	Iteration 36Q: 3 clusters Score -1033270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1033274.937500 Penalty: 2933.585693
	Iteration 37Q: 3 clusters Score -1033275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1033280.125000 Penalty: 2933.585693
	Iteration 38Q: 3 clusters Score -1033280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1033286.125000 Penalty: 2933.585693
	Iteration 39Q: 3 clusters Score -1033286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1033288.437500 Penalty: 2933.585693
	Iteration 40F: 3 clusters Score -1033288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1033290.312500 Penalty: 2933.585693
	Iteration 41Q: 3 clusters Score -1033290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1033290.875000 Penalty: 2933.585693
	Iteration 42Q: 3 clusters Score -1033291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1033290.875000 Penalty: 2933.585693
	Iteration 43F: 3 clusters Score -1033291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -699624.250000 Penalty: 1410.305298
	Iteration 0F: 2 clusters Score -699624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -695162.625000 Penalty: 2820.610596
	Iteration 0F: 3 clusters Score -695162.6 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -696521.750000 Penalty: 2820.610596
	Iteration 1F: 3 clusters Score -696521.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -696789.500000 Penalty: 2820.610596
	Iteration 2F: 3 clusters Score -696789.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -697020.812500 Penalty: 2820.610596
	Iteration 3F: 3 clusters Score -697020.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -697244.250000 Penalty: 2820.610596
	Iteration 4F: 3 clusters Score -697244.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -697466.125000 Penalty: 2820.610596
	Iteration 5F: 3 clusters Score -697466.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -697665.687500 Penalty: 2820.610596
	Iteration 6F: 3 clusters Score -697665.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -697830.375000 Penalty: 2820.610596
	Iteration 7Q: 3 clusters Score -697830.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -697951.750000 Penalty: 2820.610596
	Iteration 8Q: 3 clusters Score -697951.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -698064.437500 Penalty: 2820.610596
	Iteration 9Q: 3 clusters Score -698064.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -698173.937500 Penalty: 2820.610596
	Iteration 10Q: 3 clusters Score -698173.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -698263.625000 Penalty: 2820.610596
	Iteration 11Q: 3 clusters Score -698263.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -698339.125000 Penalty: 2820.610596
	Iteration 12Q: 3 clusters Score -698339.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -698404.812500 Penalty: 2820.610596
	Iteration 13Q: 3 clusters Score -698404.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -698466.875000 Penalty: 2820.610596
	Iteration 14Q: 3 clusters Score -698466.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -698509.125000 Penalty: 2820.610596
	Iteration 15Q: 3 clusters Score -698509.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -698535.875000 Penalty: 2820.610596
	Iteration 16Q: 3 clusters Score -698535.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -698552.312500 Penalty: 2820.610596
	Iteration 17Q: 3 clusters Score -698552.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -698566.250000 Penalty: 2820.610596
	Iteration 18Q: 3 clusters Score -698566.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -698572.062500 Penalty: 2820.610596
	Iteration 19Q: 3 clusters Score -698572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -698573.937500 Penalty: 2820.610596
	Iteration 20F: 3 clusters Score -698573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -698576.562500 Penalty: 2820.610596
	Iteration 21Q: 3 clusters Score -698576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -698577.875000 Penalty: 2820.610596
	Iteration 22Q: 3 clusters Score -698577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -698582.437500 Penalty: 2820.610596
	Iteration 23Q: 3 clusters Score -698582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -698585.875000 Penalty: 2820.610596
	Iteration 24Q: 3 clusters Score -698585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -698591.875000 Penalty: 2820.610596
	Iteration 25Q: 3 clusters Score -698591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -698592.062500 Penalty: 2820.610596
	Iteration 26Q: 3 clusters Score -698592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -698594.062500 Penalty: 2820.610596
	Iteration 27Q: 3 clusters Score -698594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -698596.750000 Penalty: 2820.610596
	Iteration 28Q: 3 clusters Score -698596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -698599.562500 Penalty: 2820.610596
	Iteration 29Q: 3 clusters Score -698599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -698602.375000 Penalty: 2820.610596
	Iteration 30Q: 3 clusters Score -698602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -698604.937500 Penalty: 2820.610596
	Iteration 31Q: 3 clusters Score -698604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -698608.000000 Penalty: 2820.610596
	Iteration 32Q: 3 clusters Score -698608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -698609.250000 Penalty: 2820.610596
	Iteration 33Q: 3 clusters Score -698609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -698608.812500 Penalty: 2820.610596
	Iteration 34Q: 3 clusters Score -698608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -698609.687500 Penalty: 2820.610596
	Iteration 35Q: 3 clusters Score -698609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -698609.687500 Penalty: 2820.610596
	Iteration 36F: 3 clusters Score -698609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -374043.625000 Penalty: 1300.763672
	Iteration 0F: 2 clusters Score -374043.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -371307.812500 Penalty: 2601.527344
	Iteration 0F: 3 clusters Score -371307.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -371923.468750 Penalty: 2601.527344
	Iteration 1F: 3 clusters Score -371923.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -372065.218750 Penalty: 2601.527344
	Iteration 2F: 3 clusters Score -372065.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -372145.625000 Penalty: 2601.527344
	Iteration 3F: 3 clusters Score -372145.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -372210.812500 Penalty: 2601.527344
	Iteration 4Q: 3 clusters Score -372210.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -372254.656250 Penalty: 2601.527344
	Iteration 5Q: 3 clusters Score -372254.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -372288.343750 Penalty: 2601.527344
	Iteration 6Q: 3 clusters Score -372288.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -372323.000000 Penalty: 2601.527344
	Iteration 7Q: 3 clusters Score -372323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -372347.750000 Penalty: 2601.527344
	Iteration 8Q: 3 clusters Score -372347.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -372365.500000 Penalty: 2601.527344
	Iteration 9Q: 3 clusters Score -372365.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -372381.718750 Penalty: 2601.527344
	Iteration 10Q: 3 clusters Score -372381.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -372398.093750 Penalty: 2601.527344
	Iteration 11Q: 3 clusters Score -372398.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -372415.625000 Penalty: 2601.527344
	Iteration 12Q: 3 clusters Score -372415.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -372432.968750 Penalty: 2601.527344
	Iteration 13Q: 3 clusters Score -372433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372449.187500 Penalty: 2601.527344
	Iteration 14Q: 3 clusters Score -372449.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -372464.406250 Penalty: 2601.527344
	Iteration 15Q: 3 clusters Score -372464.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -372476.156250 Penalty: 2601.527344
	Iteration 16Q: 3 clusters Score -372476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -372490.218750 Penalty: 2601.527344
	Iteration 17Q: 3 clusters Score -372490.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -372499.281250 Penalty: 2601.527344
	Iteration 18Q: 3 clusters Score -372499.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -372510.531250 Penalty: 2601.527344
	Iteration 19Q: 3 clusters Score -372510.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -372526.750000 Penalty: 2601.527344
	Iteration 20F: 3 clusters Score -372526.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -372547.500000 Penalty: 2601.527344
	Iteration 21Q: 3 clusters Score -372547.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -372566.968750 Penalty: 2601.527344
	Iteration 22Q: 3 clusters Score -372567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -372581.906250 Penalty: 2601.527344
	Iteration 23Q: 3 clusters Score -372581.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -372593.968750 Penalty: 2601.527344
	Iteration 24Q: 3 clusters Score -372594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -372607.906250 Penalty: 2601.527344
	Iteration 25Q: 3 clusters Score -372607.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -372619.781250 Penalty: 2601.527344
	Iteration 26Q: 3 clusters Score -372619.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -372633.593750 Penalty: 2601.527344
	Iteration 27Q: 3 clusters Score -372633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -372647.750000 Penalty: 2601.527344
	Iteration 28Q: 3 clusters Score -372647.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -372661.812500 Penalty: 2601.527344
	Iteration 29Q: 3 clusters Score -372661.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -372680.375000 Penalty: 2601.527344
	Iteration 30Q: 3 clusters Score -372680.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -372700.843750 Penalty: 2601.527344
	Iteration 31Q: 3 clusters Score -372700.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -372713.468750 Penalty: 2601.527344
	Iteration 32Q: 3 clusters Score -372713.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -372730.593750 Penalty: 2601.527344
	Iteration 33Q: 3 clusters Score -372730.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -372742.656250 Penalty: 2601.527344
	Iteration 34Q: 3 clusters Score -372742.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -372750.625000 Penalty: 2601.527344
	Iteration 35Q: 3 clusters Score -372750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -372756.000000 Penalty: 2601.527344
	Iteration 36Q: 3 clusters Score -372756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -372761.062500 Penalty: 2601.527344
	Iteration 37Q: 3 clusters Score -372761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -372763.437500 Penalty: 2601.527344
	Iteration 38Q: 3 clusters Score -372763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -372765.062500 Penalty: 2601.527344
	Iteration 39Q: 3 clusters Score -372765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -372766.343750 Penalty: 2601.527344
	Iteration 40F: 3 clusters Score -372766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -372769.000000 Penalty: 2601.527344
	Iteration 41Q: 3 clusters Score -372769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -372772.843750 Penalty: 2601.527344
	Iteration 42Q: 3 clusters Score -372772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -372776.156250 Penalty: 2601.527344
	Iteration 43Q: 3 clusters Score -372776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -372777.406250 Penalty: 2601.527344
	Iteration 44Q: 3 clusters Score -372777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -372778.093750 Penalty: 2601.527344
	Iteration 45Q: 3 clusters Score -372778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -372780.468750 Penalty: 2601.527344
	Iteration 46Q: 3 clusters Score -372780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -372781.281250 Penalty: 2601.527344
	Iteration 47Q: 3 clusters Score -372781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -372781.281250 Penalty: 2601.527344
	Iteration 48F: 3 clusters Score -372781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -71216.718750 Penalty: 1082.135254
	Iteration 0F: 2 clusters Score -71216.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69977.828125 Penalty: 2164.270508
	Iteration 0F: 3 clusters Score -69977.83 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70531.093750 Penalty: 2164.270508
	Iteration 1F: 3 clusters Score -70531.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70861.117188 Penalty: 2164.270508
	Iteration 2F: 3 clusters Score -70861.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71141.203125 Penalty: 2164.270508
	Iteration 3F: 3 clusters Score -71141.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71257.539062 Penalty: 2164.270508
	Iteration 4Q: 3 clusters Score -71257.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71359.242188 Penalty: 2164.270508
	Iteration 5Q: 3 clusters Score -71359.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71452.460938 Penalty: 2164.270508
	Iteration 6Q: 3 clusters Score -71452.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71500.640625 Penalty: 2164.270508
	Iteration 7Q: 3 clusters Score -71500.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71516.976562 Penalty: 2164.270508
	Iteration 8Q: 3 clusters Score -71516.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71525.312500 Penalty: 2164.270508
	Iteration 9Q: 3 clusters Score -71525.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71525.734375 Penalty: 2164.270508
	Iteration 10Q: 3 clusters Score -71525.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71526.531250 Penalty: 2164.270508
	Iteration 11F: 3 clusters Score -71526.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71537.710938 Penalty: 2164.270508
	Iteration 12Q: 3 clusters Score -71537.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71554.953125 Penalty: 2164.270508
	Iteration 13Q: 3 clusters Score -71554.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71576.656250 Penalty: 2164.270508
	Iteration 14Q: 3 clusters Score -71576.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71589.664062 Penalty: 2164.270508
	Iteration 15Q: 3 clusters Score -71589.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71610.828125 Penalty: 2164.270508
	Iteration 16Q: 3 clusters Score -71610.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71633.140625 Penalty: 2164.270508
	Iteration 17Q: 3 clusters Score -71633.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71633.140625 Penalty: 2164.270508
	Iteration 18F: 3 clusters Score -71633.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 43530 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 120184 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 386 members 
Entering Unmasked Estep 
Score: -141656928.000000 Penalty: 70328.625000
Splitting cluster 7 changes total score from -141657600.000000 to -141656928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -996105.000000 Penalty: 1462.578613
	Iteration 0F: 2 clusters Score -996105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -990224.250000 Penalty: 2925.157227
	Iteration 0F: 3 clusters Score -990224.2 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -992117.812500 Penalty: 2925.157227
	Iteration 1F: 3 clusters Score -992117.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -992386.625000 Penalty: 2925.157227
	Iteration 2F: 3 clusters Score -992386.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -992628.375000 Penalty: 2925.157227
	Iteration 3F: 3 clusters Score -992628.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -992825.562500 Penalty: 2925.157227
	Iteration 4Q: 3 clusters Score -992825.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -993028.062500 Penalty: 2925.157227
	Iteration 5Q: 3 clusters Score -993028.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -993222.312500 Penalty: 2925.157227
	Iteration 6Q: 3 clusters Score -993222.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -993403.375000 Penalty: 2925.157227
	Iteration 7Q: 3 clusters Score -993403.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -993589.812500 Penalty: 2925.157227
	Iteration 8Q: 3 clusters Score -993589.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -993750.187500 Penalty: 2925.157227
	Iteration 9Q: 3 clusters Score -993750.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -993933.187500 Penalty: 2925.157227
	Iteration 10Q: 3 clusters Score -993933.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -994101.375000 Penalty: 2925.157227
	Iteration 11Q: 3 clusters Score -994101.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -994234.250000 Penalty: 2925.157227
	Iteration 12Q: 3 clusters Score -994234.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -994341.062500 Penalty: 2925.157227
	Iteration 13Q: 3 clusters Score -994341.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -994438.500000 Penalty: 2925.157227
	Iteration 14Q: 3 clusters Score -994438.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -994535.125000 Penalty: 2925.157227
	Iteration 15Q: 3 clusters Score -994535.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -994629.187500 Penalty: 2925.157227
	Iteration 16Q: 3 clusters Score -994629.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -994703.500000 Penalty: 2925.157227
	Iteration 17Q: 3 clusters Score -994703.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -994756.687500 Penalty: 2925.157227
	Iteration 18Q: 3 clusters Score -994756.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -994796.437500 Penalty: 2925.157227
	Iteration 19Q: 3 clusters Score -994796.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -994832.500000 Penalty: 2925.157227
	Iteration 20F: 3 clusters Score -994832.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -994862.812500 Penalty: 2925.157227
	Iteration 21Q: 3 clusters Score -994862.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -994883.000000 Penalty: 2925.157227
	Iteration 22Q: 3 clusters Score -994883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -994897.562500 Penalty: 2925.157227
	Iteration 23Q: 3 clusters Score -994897.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -994913.562500 Penalty: 2925.157227
	Iteration 24Q: 3 clusters Score -994913.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -994927.187500 Penalty: 2925.157227
	Iteration 25Q: 3 clusters Score -994927.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -994936.750000 Penalty: 2925.157227
	Iteration 26Q: 3 clusters Score -994936.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -994951.812500 Penalty: 2925.157227
	Iteration 27Q: 3 clusters Score -994951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -994961.500000 Penalty: 2925.157227
	Iteration 28Q: 3 clusters Score -994961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -994965.437500 Penalty: 2925.157227
	Iteration 29Q: 3 clusters Score -994965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -994971.812500 Penalty: 2925.157227
	Iteration 30Q: 3 clusters Score -994971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -994975.812500 Penalty: 2925.157227
	Iteration 31Q: 3 clusters Score -994975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -994980.375000 Penalty: 2925.157227
	Iteration 32Q: 3 clusters Score -994980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -994984.187500 Penalty: 2925.157227
	Iteration 33Q: 3 clusters Score -994984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -994983.562500 Penalty: 2925.157227
	Iteration 34Q: 3 clusters Score -994983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -994984.687500 Penalty: 2925.157227
	Iteration 35Q: 3 clusters Score -994984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -994987.312500 Penalty: 2925.157227
	Iteration 36Q: 3 clusters Score -994987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -994988.125000 Penalty: 2925.157227
	Iteration 37Q: 3 clusters Score -994988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -994988.125000 Penalty: 2925.157227
	Iteration 38F: 3 clusters Score -994988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Entering Unmasked Estep 
Score: -14516605.000000 Penalty: 1893.564575
	Iteration 0F: 2 clusters Score -1.45166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -14443995.000000 Penalty: 3787.129150
	Iteration 0F: 3 clusters Score -1.4444e+07 nChanged 54948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -14476121.000000 Penalty: 3787.129150
	Iteration 1F: 3 clusters Score -1.447612e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -14477337.000000 Penalty: 3787.129150
	Iteration 2Q: 3 clusters Score -1.447734e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -14479437.000000 Penalty: 3787.129150
	Iteration 3Q: 3 clusters Score -1.447944e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -14483346.000000 Penalty: 3787.129150
	Iteration 4F: 3 clusters Score -1.448335e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -14488896.000000 Penalty: 3787.129150
	Iteration 5F: 3 clusters Score -1.44889e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -14495816.000000 Penalty: 3787.129150
	Iteration 6F: 3 clusters Score -1.449582e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -14502207.000000 Penalty: 3787.129150
	Iteration 7F: 3 clusters Score -1.450221e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -14505675.000000 Penalty: 3787.129150
	Iteration 8F: 3 clusters Score -1.450568e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -14506589.000000 Penalty: 3787.129150
	Iteration 9Q: 3 clusters Score -1.450659e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -14506785.000000 Penalty: 3787.129150
	Iteration 10Q: 3 clusters Score -1.450678e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -14506900.000000 Penalty: 3787.129150
	Iteration 11Q: 3 clusters Score -1.45069e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -14507116.000000 Penalty: 3787.129150
	Iteration 12Q: 3 clusters Score -1.450712e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -14507125.000000 Penalty: 3787.129150
	Iteration 13Q: 3 clusters Score -1.450712e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -14507236.000000 Penalty: 3787.129150
	Iteration 14Q: 3 clusters Score -1.450724e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -14507426.000000 Penalty: 3787.129150
	Iteration 15Q: 3 clusters Score -1.450743e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -14507558.000000 Penalty: 3787.129150
	Iteration 16Q: 3 clusters Score -1.450756e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -14507648.000000 Penalty: 3787.129150
	Iteration 17Q: 3 clusters Score -1.450765e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -14507709.000000 Penalty: 3787.129150
	Iteration 18Q: 3 clusters Score -1.450771e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -14507759.000000 Penalty: 3787.129150
	Iteration 19Q: 3 clusters Score -1.450776e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -14507842.000000 Penalty: 3787.129150
	Iteration 20F: 3 clusters Score -1.450784e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -14507859.000000 Penalty: 3787.129150
	Iteration 21Q: 3 clusters Score -1.450786e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -14507976.000000 Penalty: 3787.129150
	Iteration 22Q: 3 clusters Score -1.450798e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -14507962.000000 Penalty: 3787.129150
	Iteration 23Q: 3 clusters Score -1.450796e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -14508017.000000 Penalty: 3787.129150
	Iteration 24Q: 3 clusters Score -1.450802e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -14508066.000000 Penalty: 3787.129150
	Iteration 25Q: 3 clusters Score -1.450807e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -14508124.000000 Penalty: 3787.129150
	Iteration 26Q: 3 clusters Score -1.450812e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -14508197.000000 Penalty: 3787.129150
	Iteration 27Q: 3 clusters Score -1.45082e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -14508127.000000 Penalty: 3787.129150
	Iteration 28Q: 3 clusters Score -1.450813e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -14508105.000000 Penalty: 3787.129150
	Iteration 29Q: 3 clusters Score -1.45081e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -14508163.000000 Penalty: 3787.129150
	Iteration 30Q: 3 clusters Score -1.450816e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -14508209.000000 Penalty: 3787.129150
	Iteration 31Q: 3 clusters Score -1.450821e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -14508231.000000 Penalty: 3787.129150
	Iteration 32Q: 3 clusters Score -1.450823e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -14508192.000000 Penalty: 3787.129150
	Iteration 33Q: 3 clusters Score -1.450819e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -14508144.000000 Penalty: 3787.129150
	Iteration 34Q: 3 clusters Score -1.450814e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -14508172.000000 Penalty: 3787.129150
	Iteration 35Q: 3 clusters Score -1.450817e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -14508147.000000 Penalty: 3787.129150
	Iteration 36Q: 3 clusters Score -1.450815e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -14508113.000000 Penalty: 3787.129150
	Iteration 37Q: 3 clusters Score -1.450811e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -14508106.000000 Penalty: 3787.129150
	Iteration 38Q: 3 clusters Score -1.450811e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -14508068.000000 Penalty: 3787.129150
	Iteration 39Q: 3 clusters Score -1.450807e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -14508071.000000 Penalty: 3787.129150
	Iteration 40F: 3 clusters Score -1.450807e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -14508076.000000 Penalty: 3787.129150
	Iteration 41Q: 3 clusters Score -1.450808e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -14508091.000000 Penalty: 3787.129150
	Iteration 42Q: 3 clusters Score -1.450809e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -14508082.000000 Penalty: 3787.129150
	Iteration 43Q: 3 clusters Score -1.450808e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -14508077.000000 Penalty: 3787.129150
	Iteration 44Q: 3 clusters Score -1.450808e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -14508061.000000 Penalty: 3787.129150
	Iteration 45Q: 3 clusters Score -1.450806e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -14508110.000000 Penalty: 3787.129150
	Iteration 46Q: 3 clusters Score -1.450811e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -14508174.000000 Penalty: 3787.129150
	Iteration 47Q: 3 clusters Score -1.450817e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -14508148.000000 Penalty: 3787.129150
	Iteration 48Q: 3 clusters Score -1.450815e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -14508201.000000 Penalty: 3787.129150
	Iteration 49Q: 3 clusters Score -1.45082e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -14508252.000000 Penalty: 3787.129150
	Iteration 50Q: 3 clusters Score -1.450825e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -14508368.000000 Penalty: 3787.129150
	Iteration 51Q: 3 clusters Score -1.450837e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -14508404.000000 Penalty: 3787.129150
	Iteration 52Q: 3 clusters Score -1.45084e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -14508597.000000 Penalty: 3787.129150
	Iteration 53Q: 3 clusters Score -1.45086e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -14508770.000000 Penalty: 3787.129150
	Iteration 54Q: 3 clusters Score -1.450877e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -14508982.000000 Penalty: 3787.129150
	Iteration 55Q: 3 clusters Score -1.450898e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -14509273.000000 Penalty: 3787.129150
	Iteration 56Q: 3 clusters Score -1.450927e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -14509633.000000 Penalty: 3787.129150
	Iteration 57Q: 3 clusters Score -1.450963e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -14510072.000000 Penalty: 3787.129150
	Iteration 58Q: 3 clusters Score -1.451007e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -14510563.000000 Penalty: 3787.129150
	Iteration 59Q: 3 clusters Score -1.451056e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -14511146.000000 Penalty: 3787.129150
	Iteration 60F: 3 clusters Score -1.451115e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -14511677.000000 Penalty: 3787.129150
	Iteration 61Q: 3 clusters Score -1.451168e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -14512353.000000 Penalty: 3787.129150
	Iteration 62Q: 3 clusters Score -1.451235e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -14513310.000000 Penalty: 3787.129150
	Iteration 63Q: 3 clusters Score -1.451331e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -14514190.000000 Penalty: 3787.129150
	Iteration 64Q: 3 clusters Score -1.451419e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -14514538.000000 Penalty: 3787.129150
	Iteration 65Q: 3 clusters Score -1.451454e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -14514809.000000 Penalty: 3787.129150
	Iteration 66Q: 3 clusters Score -1.451481e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -14515046.000000 Penalty: 3787.129150
	Iteration 67Q: 3 clusters Score -1.451505e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -14515211.000000 Penalty: 3787.129150
	Iteration 68Q: 3 clusters Score -1.451521e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -14515334.000000 Penalty: 3787.129150
	Iteration 69Q: 3 clusters Score -1.451533e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -14515368.000000 Penalty: 3787.129150
	Iteration 70Q: 3 clusters Score -1.451537e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -14515401.000000 Penalty: 3787.129150
	Iteration 71Q: 3 clusters Score -1.45154e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -14515446.000000 Penalty: 3787.129150
	Iteration 72Q: 3 clusters Score -1.451545e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -14515484.000000 Penalty: 3787.129150
	Iteration 73Q: 3 clusters Score -1.451548e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -14515496.000000 Penalty: 3787.129150
	Iteration 74Q: 3 clusters Score -1.45155e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -14515497.000000 Penalty: 3787.129150
	Iteration 75Q: 3 clusters Score -1.45155e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -14515467.000000 Penalty: 3787.129150
	Iteration 76Q: 3 clusters Score -1.451547e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -14515494.000000 Penalty: 3787.129150
	Iteration 77Q: 3 clusters Score -1.451549e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -14515503.000000 Penalty: 3787.129150
	Iteration 78Q: 3 clusters Score -1.45155e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -14515522.000000 Penalty: 3787.129150
	Iteration 79Q: 3 clusters Score -1.451552e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -14515565.000000 Penalty: 3787.129150
	Iteration 80F: 3 clusters Score -1.451556e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -14515613.000000 Penalty: 3787.129150
	Iteration 81Q: 3 clusters Score -1.451561e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -14515652.000000 Penalty: 3787.129150
	Iteration 82Q: 3 clusters Score -1.451565e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110406 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -14515707.000000 Penalty: 3787.129150
	Iteration 83Q: 3 clusters Score -1.451571e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -14515732.000000 Penalty: 3787.129150
	Iteration 84Q: 3 clusters Score -1.451573e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110639 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -14515714.000000 Penalty: 3787.129150
	Iteration 85Q: 3 clusters Score -1.451571e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -14515724.000000 Penalty: 3787.129150
	Iteration 86Q: 3 clusters Score -1.451572e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -14515706.000000 Penalty: 3787.129150
	Iteration 87Q: 3 clusters Score -1.451571e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -14515701.000000 Penalty: 3787.129150
	Iteration 88Q: 3 clusters Score -1.45157e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110983 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -14515696.000000 Penalty: 3787.129150
	Iteration 89Q: 3 clusters Score -1.45157e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -14515709.000000 Penalty: 3787.129150
	Iteration 90Q: 3 clusters Score -1.451571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111099 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -14515726.000000 Penalty: 3787.129150
	Iteration 91Q: 3 clusters Score -1.451573e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111153 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -14515744.000000 Penalty: 3787.129150
	Iteration 92Q: 3 clusters Score -1.451574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -14515732.000000 Penalty: 3787.129150
	Iteration 93Q: 3 clusters Score -1.451573e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -14515732.000000 Penalty: 3787.129150
	Iteration 94Q: 3 clusters Score -1.451573e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -14515729.000000 Penalty: 3787.129150
	Iteration 95Q: 3 clusters Score -1.451573e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -14515771.000000 Penalty: 3787.129150
	Iteration 96Q: 3 clusters Score -1.451577e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -14515757.000000 Penalty: 3787.129150
	Iteration 97Q: 3 clusters Score -1.451576e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -14515776.000000 Penalty: 3787.129150
	Iteration 98Q: 3 clusters Score -1.451578e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111487 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14515760.000000 Penalty: 3787.129150
	Iteration 99Q: 3 clusters Score -1.451576e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -14515744.000000 Penalty: 3787.129150
	Iteration 100F: 3 clusters Score -1.451574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111544 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14515757.000000 Penalty: 3787.129150
	Iteration 101Q: 3 clusters Score -1.451576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -14515761.000000 Penalty: 3787.129150
	Iteration 102Q: 3 clusters Score -1.451576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111594 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -14515750.000000 Penalty: 3787.129150
	Iteration 103Q: 3 clusters Score -1.451575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111624 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -14515734.000000 Penalty: 3787.129150
	Iteration 104Q: 3 clusters Score -1.451573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -14515725.000000 Penalty: 3787.129150
	Iteration 105Q: 3 clusters Score -1.451572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -14515716.000000 Penalty: 3787.129150
	Iteration 106Q: 3 clusters Score -1.451572e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -14515718.000000 Penalty: 3787.129150
	Iteration 107Q: 3 clusters Score -1.451572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -14515714.000000 Penalty: 3787.129150
	Iteration 108Q: 3 clusters Score -1.451571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -14515703.000000 Penalty: 3787.129150
	Iteration 109Q: 3 clusters Score -1.45157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111814 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -14515732.000000 Penalty: 3787.129150
	Iteration 110Q: 3 clusters Score -1.451573e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -14515725.000000 Penalty: 3787.129150
	Iteration 111Q: 3 clusters Score -1.451572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -14515720.000000 Penalty: 3787.129150
	Iteration 112Q: 3 clusters Score -1.451572e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -14515750.000000 Penalty: 3787.129150
	Iteration 113Q: 3 clusters Score -1.451575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -14515747.000000 Penalty: 3787.129150
	Iteration 114Q: 3 clusters Score -1.451575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -14515753.000000 Penalty: 3787.129150
	Iteration 115Q: 3 clusters Score -1.451575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111991 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14515760.000000 Penalty: 3787.129150
	Iteration 116Q: 3 clusters Score -1.451576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -14515751.000000 Penalty: 3787.129150
	Iteration 117Q: 3 clusters Score -1.451575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112021 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14515735.000000 Penalty: 3787.129150
	Iteration 118Q: 3 clusters Score -1.451574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -14515741.000000 Penalty: 3787.129150
	Iteration 119Q: 3 clusters Score -1.451574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112040 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -14515728.000000 Penalty: 3787.129150
	Iteration 120F: 3 clusters Score -1.451573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112050 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -14515712.000000 Penalty: 3787.129150
	Iteration 121Q: 3 clusters Score -1.451571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -14515711.000000 Penalty: 3787.129150
	Iteration 122Q: 3 clusters Score -1.451571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -14515708.000000 Penalty: 3787.129150
	Iteration 123Q: 3 clusters Score -1.451571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112080 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -14515706.000000 Penalty: 3787.129150
	Iteration 124Q: 3 clusters Score -1.451571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112088 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -14515690.000000 Penalty: 3787.129150
	Iteration 125Q: 3 clusters Score -1.451569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -14515686.000000 Penalty: 3787.129150
	Iteration 126Q: 3 clusters Score -1.451569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112110 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -14515698.000000 Penalty: 3787.129150
	Iteration 127Q: 3 clusters Score -1.45157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -14515690.000000 Penalty: 3787.129150
	Iteration 128Q: 3 clusters Score -1.451569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -14515691.000000 Penalty: 3787.129150
	Iteration 129Q: 3 clusters Score -1.451569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -14515696.000000 Penalty: 3787.129150
	Iteration 130Q: 3 clusters Score -1.45157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112123 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -14515697.000000 Penalty: 3787.129150
	Iteration 131Q: 3 clusters Score -1.45157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -14515690.000000 Penalty: 3787.129150
	Iteration 132Q: 3 clusters Score -1.451569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -14515690.000000 Penalty: 3787.129150
	Iteration 133F: 3 clusters Score -1.451569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (127551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Entering Unmasked Estep 
Score: -16025653.000000 Penalty: 1910.394043
	Iteration 0F: 2 clusters Score -1.602565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -15945871.000000 Penalty: 3820.788086
	Iteration 0F: 3 clusters Score -1.594587e+07 nChanged 61185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -15981942.000000 Penalty: 3820.788086
	Iteration 1F: 3 clusters Score -1.598194e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -15982900.000000 Penalty: 3820.788086
	Iteration 2Q: 3 clusters Score -1.59829e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -15984307.000000 Penalty: 3820.788086
	Iteration 3Q: 3 clusters Score -1.598431e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -15986543.000000 Penalty: 3820.788086
	Iteration 4Q: 3 clusters Score -1.598654e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -15990592.000000 Penalty: 3820.788086
	Iteration 5F: 3 clusters Score -1.599059e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -15997077.000000 Penalty: 3820.788086
	Iteration 6F: 3 clusters Score -1.599708e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -16006149.000000 Penalty: 3820.788086
	Iteration 7F: 3 clusters Score -1.600615e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -16014837.000000 Penalty: 3820.788086
	Iteration 8F: 3 clusters Score -1.601484e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -16020254.000000 Penalty: 3820.788086
	Iteration 9F: 3 clusters Score -1.602025e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124188 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -16022743.000000 Penalty: 3820.788086
	Iteration 10Q: 3 clusters Score -1.602274e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16023483.000000 Penalty: 3820.788086
	Iteration 11Q: 3 clusters Score -1.602348e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16023776.000000 Penalty: 3820.788086
	Iteration 12Q: 3 clusters Score -1.602378e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127284 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16023862.000000 Penalty: 3820.788086
	Iteration 13Q: 3 clusters Score -1.602386e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127351 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16023906.000000 Penalty: 3820.788086
	Iteration 14Q: 3 clusters Score -1.602391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16023964.000000 Penalty: 3820.788086
	Iteration 15Q: 3 clusters Score -1.602396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127390 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16023973.000000 Penalty: 3820.788086
	Iteration 16Q: 3 clusters Score -1.602397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16023988.000000 Penalty: 3820.788086
	Iteration 17Q: 3 clusters Score -1.602399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16023982.000000 Penalty: 3820.788086
	Iteration 18Q: 3 clusters Score -1.602398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16023981.000000 Penalty: 3820.788086
	Iteration 19Q: 3 clusters Score -1.602398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16023981.000000 Penalty: 3820.788086
	Iteration 20F: 3 clusters Score -1.602398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Entering Unmasked Estep 
Score: -5274328.000000 Penalty: 1735.695923
	Iteration 0F: 2 clusters Score -5274328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5245049.000000 Penalty: 3471.391846
	Iteration 0F: 3 clusters Score -5245049 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -5257083.500000 Penalty: 3471.391846
	Iteration 1F: 3 clusters Score -5257084 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5258350.500000 Penalty: 3471.391846
	Iteration 2F: 3 clusters Score -5258350 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5260094.000000 Penalty: 3471.391846
	Iteration 3F: 3 clusters Score -5260094 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -5262388.500000 Penalty: 3471.391846
	Iteration 4F: 3 clusters Score -5262388 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5265438.500000 Penalty: 3471.391846
	Iteration 5F: 3 clusters Score -5265438 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5268609.000000 Penalty: 3471.391846
	Iteration 6F: 3 clusters Score -5268609 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -5271139.000000 Penalty: 3471.391846
	Iteration 7F: 3 clusters Score -5271139 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -5273011.000000 Penalty: 3471.391846
	Iteration 8F: 3 clusters Score -5273011 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -5274494.000000 Penalty: 3471.391846
	Iteration 9Q: 3 clusters Score -5274494 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5275709.000000 Penalty: 3471.391846
	Iteration 10Q: 3 clusters Score -5275709 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5276343.000000 Penalty: 3471.391846
	Iteration 11Q: 3 clusters Score -5276343 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5276538.000000 Penalty: 3471.391846
	Iteration 12Q: 3 clusters Score -5276538 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5276651.000000 Penalty: 3471.391846
	Iteration 13Q: 3 clusters Score -5276651 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5276708.500000 Penalty: 3471.391846
	Iteration 14Q: 3 clusters Score -5276708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5276731.000000 Penalty: 3471.391846
	Iteration 15Q: 3 clusters Score -5276731 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5276740.000000 Penalty: 3471.391846
	Iteration 16Q: 3 clusters Score -5276740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5276745.500000 Penalty: 3471.391846
	Iteration 17Q: 3 clusters Score -5276746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5276761.500000 Penalty: 3471.391846
	Iteration 18Q: 3 clusters Score -5276762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5276756.500000 Penalty: 3471.391846
	Iteration 19Q: 3 clusters Score -5276756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5276764.000000 Penalty: 3471.391846
	Iteration 20F: 3 clusters Score -5276764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5276780.000000 Penalty: 3471.391846
	Iteration 21Q: 3 clusters Score -5276780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5276779.500000 Penalty: 3471.391846
	Iteration 22Q: 3 clusters Score -5276780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5276787.000000 Penalty: 3471.391846
	Iteration 23Q: 3 clusters Score -5276787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5276776.000000 Penalty: 3471.391846
	Iteration 24Q: 3 clusters Score -5276776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5276780.500000 Penalty: 3471.391846
	Iteration 25Q: 3 clusters Score -5276780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5276788.000000 Penalty: 3471.391846
	Iteration 26Q: 3 clusters Score -5276788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5276788.000000 Penalty: 3471.391846
	Iteration 27Q: 3 clusters Score -5276788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5276782.500000 Penalty: 3471.391846
	Iteration 28Q: 3 clusters Score -5276782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5276781.000000 Penalty: 3471.391846
	Iteration 29Q: 3 clusters Score -5276781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5276783.000000 Penalty: 3471.391846
	Iteration 30Q: 3 clusters Score -5276783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5276783.000000 Penalty: 3471.391846
	Iteration 31F: 3 clusters Score -5276783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 120184 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Entering Unmasked Estep 
Score: -141659408.000000 Penalty: 70328.625000
Splitting cluster 11 changes total score from -141657600.000000 to -141659408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -247069.125000 Penalty: 1240.893799
	Iteration 0F: 2 clusters Score -247069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -244999.203125 Penalty: 2481.787598
	Iteration 0F: 3 clusters Score -244999.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -245505.640625 Penalty: 2481.787598
	Iteration 1F: 3 clusters Score -245505.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -245695.234375 Penalty: 2481.787598
	Iteration 2F: 3 clusters Score -245695.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -245831.171875 Penalty: 2481.787598
	Iteration 3F: 3 clusters Score -245831.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -245934.843750 Penalty: 2481.787598
	Iteration 4F: 3 clusters Score -245934.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -246030.000000 Penalty: 2481.787598
	Iteration 5Q: 3 clusters Score -246030 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -246107.625000 Penalty: 2481.787598
	Iteration 6Q: 3 clusters Score -246107.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -246171.453125 Penalty: 2481.787598
	Iteration 7Q: 3 clusters Score -246171.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -246235.796875 Penalty: 2481.787598
	Iteration 8Q: 3 clusters Score -246235.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -246304.218750 Penalty: 2481.787598
	Iteration 9Q: 3 clusters Score -246304.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246357.968750 Penalty: 2481.787598
	Iteration 10Q: 3 clusters Score -246358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -246408.656250 Penalty: 2481.787598
	Iteration 11Q: 3 clusters Score -246408.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -246446.312500 Penalty: 2481.787598
	Iteration 12Q: 3 clusters Score -246446.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246466.359375 Penalty: 2481.787598
	Iteration 13Q: 3 clusters Score -246466.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -246483.593750 Penalty: 2481.787598
	Iteration 14Q: 3 clusters Score -246483.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246495.265625 Penalty: 2481.787598
	Iteration 15Q: 3 clusters Score -246495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -246499.187500 Penalty: 2481.787598
	Iteration 16Q: 3 clusters Score -246499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -246503.421875 Penalty: 2481.787598
	Iteration 17Q: 3 clusters Score -246503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246506.046875 Penalty: 2481.787598
	Iteration 18Q: 3 clusters Score -246506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246508.750000 Penalty: 2481.787598
	Iteration 19Q: 3 clusters Score -246508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -246511.468750 Penalty: 2481.787598
	Iteration 20F: 3 clusters Score -246511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -246515.109375 Penalty: 2481.787598
	Iteration 21Q: 3 clusters Score -246515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246520.781250 Penalty: 2481.787598
	Iteration 22Q: 3 clusters Score -246520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -246524.703125 Penalty: 2481.787598
	Iteration 23Q: 3 clusters Score -246524.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -246534.171875 Penalty: 2481.787598
	Iteration 24Q: 3 clusters Score -246534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -246541.406250 Penalty: 2481.787598
	Iteration 25Q: 3 clusters Score -246541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -246543.234375 Penalty: 2481.787598
	Iteration 26Q: 3 clusters Score -246543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -246545.500000 Penalty: 2481.787598
	Iteration 27Q: 3 clusters Score -246545.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -246554.375000 Penalty: 2481.787598
	Iteration 28Q: 3 clusters Score -246554.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -246563.953125 Penalty: 2481.787598
	Iteration 29Q: 3 clusters Score -246564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -246566.375000 Penalty: 2481.787598
	Iteration 30Q: 3 clusters Score -246566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -246568.046875 Penalty: 2481.787598
	Iteration 31Q: 3 clusters Score -246568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -246567.968750 Penalty: 2481.787598
	Iteration 32Q: 3 clusters Score -246568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -246567.968750 Penalty: 2481.787598
	Iteration 33F: 3 clusters Score -246568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -27287.603516 Penalty: 1022.078796
	Iteration 0F: 2 clusters Score -27287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26423.091797 Penalty: 2044.157593
	Iteration 0F: 3 clusters Score -26423.09 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27256.193359 Penalty: 2044.157593
	Iteration 1F: 3 clusters Score -27256.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27722.916016 Penalty: 2044.157593
	Iteration 2F: 3 clusters Score -27722.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28147.113281 Penalty: 2044.157593
	Iteration 3F: 3 clusters Score -28147.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28516.492188 Penalty: 2044.157593
	Iteration 4F: 3 clusters Score -28516.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28946.312500 Penalty: 2044.157593
	Iteration 5Q: 3 clusters Score -28946.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29167.927734 Penalty: 2044.157593
	Iteration 6Q: 3 clusters Score -29167.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29325.683594 Penalty: 2044.157593
	Iteration 7Q: 3 clusters Score -29325.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29421.802734 Penalty: 2044.157593
	Iteration 8Q: 3 clusters Score -29421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29477.984375 Penalty: 2044.157593
	Iteration 9Q: 3 clusters Score -29477.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29500.837891 Penalty: 2044.157593
	Iteration 10Q: 3 clusters Score -29500.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29530.755859 Penalty: 2044.157593
	Iteration 11Q: 3 clusters Score -29530.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29567.863281 Penalty: 2044.157593
	Iteration 12Q: 3 clusters Score -29567.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29614.603516 Penalty: 2044.157593
	Iteration 13Q: 3 clusters Score -29614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29652.806641 Penalty: 2044.157593
	Iteration 14Q: 3 clusters Score -29652.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29696.472656 Penalty: 2044.157593
	Iteration 15Q: 3 clusters Score -29696.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29723.226562 Penalty: 2044.157593
	Iteration 16Q: 3 clusters Score -29723.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29753.232422 Penalty: 2044.157593
	Iteration 17Q: 3 clusters Score -29753.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29767.837891 Penalty: 2044.157593
	Iteration 18Q: 3 clusters Score -29767.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29770.123047 Penalty: 2044.157593
	Iteration 19Q: 3 clusters Score -29770.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29813.330078 Penalty: 2044.157593
	Iteration 20F: 3 clusters Score -29813.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29863.587891 Penalty: 2044.157593
	Iteration 21Q: 3 clusters Score -29863.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29888.912109 Penalty: 2044.157593
	Iteration 22Q: 3 clusters Score -29888.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29909.021484 Penalty: 2044.157593
	Iteration 23Q: 3 clusters Score -29909.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29913.650391 Penalty: 2044.157593
	Iteration 24Q: 3 clusters Score -29913.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29922.394531 Penalty: 2044.157593
	Iteration 25F: 3 clusters Score -29922.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29963.830078 Penalty: 2044.157593
	Iteration 26Q: 3 clusters Score -29963.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29977.664062 Penalty: 2044.157593
	Iteration 27Q: 3 clusters Score -29977.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29983.121094 Penalty: 2044.157593
	Iteration 28Q: 3 clusters Score -29983.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29983.121094 Penalty: 2044.157593
	Iteration 29F: 3 clusters Score -29983.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 120184 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 293 members 
Entering Unmasked Estep 
Score: -141660720.000000 Penalty: 72597.289062
Splitting cluster 13 changes total score from -141657600.000000 to -141660720.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (14544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Entering Unmasked Estep 
Score: -1863081.375000 Penalty: 1557.551758
	Iteration 0F: 2 clusters Score -1863081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1852874.500000 Penalty: 3115.103516
	Iteration 0F: 3 clusters Score -1852874 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1856495.125000 Penalty: 3115.103516
	Iteration 1F: 3 clusters Score -1856495 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1856890.750000 Penalty: 3115.103516
	Iteration 2F: 3 clusters Score -1856891 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1857355.375000 Penalty: 3115.103516
	Iteration 3F: 3 clusters Score -1857355 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1857958.375000 Penalty: 3115.103516
	Iteration 4F: 3 clusters Score -1857958 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1858751.000000 Penalty: 3115.103516
	Iteration 5F: 3 clusters Score -1858751 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1859672.625000 Penalty: 3115.103516
	Iteration 6F: 3 clusters Score -1859673 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1860491.250000 Penalty: 3115.103516
	Iteration 7F: 3 clusters Score -1860491 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1861039.750000 Penalty: 3115.103516
	Iteration 8Q: 3 clusters Score -1861040 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1861345.000000 Penalty: 3115.103516
	Iteration 9Q: 3 clusters Score -1861345 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1861499.750000 Penalty: 3115.103516
	Iteration 10Q: 3 clusters Score -1861500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1861578.000000 Penalty: 3115.103516
	Iteration 11Q: 3 clusters Score -1861578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1861634.375000 Penalty: 3115.103516
	Iteration 12Q: 3 clusters Score -1861634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1861657.250000 Penalty: 3115.103516
	Iteration 13Q: 3 clusters Score -1861657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1861681.875000 Penalty: 3115.103516
	Iteration 14Q: 3 clusters Score -1861682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1861704.750000 Penalty: 3115.103516
	Iteration 15Q: 3 clusters Score -1861705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1861718.250000 Penalty: 3115.103516
	Iteration 16Q: 3 clusters Score -1861718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1861725.750000 Penalty: 3115.103516
	Iteration 17Q: 3 clusters Score -1861726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1861737.750000 Penalty: 3115.103516
	Iteration 18Q: 3 clusters Score -1861738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1861741.500000 Penalty: 3115.103516
	Iteration 19Q: 3 clusters Score -1861742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1861742.875000 Penalty: 3115.103516
	Iteration 20F: 3 clusters Score -1861743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1861750.750000 Penalty: 3115.103516
	Iteration 21Q: 3 clusters Score -1861751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1861759.875000 Penalty: 3115.103516
	Iteration 22Q: 3 clusters Score -1861760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1861759.625000 Penalty: 3115.103516
	Iteration 23Q: 3 clusters Score -1861760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1861760.750000 Penalty: 3115.103516
	Iteration 24Q: 3 clusters Score -1861761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1861760.750000 Penalty: 3115.103516
	Iteration 25F: 3 clusters Score -1861761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Entering Unmasked Estep 
Score: -3752325.500000 Penalty: 1679.892334
	Iteration 0F: 2 clusters Score -3752326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3731453.000000 Penalty: 3359.784668
	Iteration 0F: 3 clusters Score -3731453 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3739546.750000 Penalty: 3359.784668
	Iteration 1F: 3 clusters Score -3739547 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3739881.750000 Penalty: 3359.784668
	Iteration 2Q: 3 clusters Score -3739882 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3740185.750000 Penalty: 3359.784668
	Iteration 3Q: 3 clusters Score -3740186 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3740464.750000 Penalty: 3359.784668
	Iteration 4Q: 3 clusters Score -3740465 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3740769.750000 Penalty: 3359.784668
	Iteration 5Q: 3 clusters Score -3740770 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3741167.500000 Penalty: 3359.784668
	Iteration 6Q: 3 clusters Score -3741168 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3741675.500000 Penalty: 3359.784668
	Iteration 7Q: 3 clusters Score -3741676 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3742386.500000 Penalty: 3359.784668
	Iteration 8Q: 3 clusters Score -3742386 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3743360.500000 Penalty: 3359.784668
	Iteration 9F: 3 clusters Score -3743360 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3744742.500000 Penalty: 3359.784668
	Iteration 10F: 3 clusters Score -3744742 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3746496.500000 Penalty: 3359.784668
	Iteration 11F: 3 clusters Score -3746496 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3748329.250000 Penalty: 3359.784668
	Iteration 12F: 3 clusters Score -3748329 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3749606.250000 Penalty: 3359.784668
	Iteration 13Q: 3 clusters Score -3749606 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3750279.000000 Penalty: 3359.784668
	Iteration 14Q: 3 clusters Score -3750279 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3750599.750000 Penalty: 3359.784668
	Iteration 15Q: 3 clusters Score -3750600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3750731.750000 Penalty: 3359.784668
	Iteration 16Q: 3 clusters Score -3750732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3750808.250000 Penalty: 3359.784668
	Iteration 17Q: 3 clusters Score -3750808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3750869.750000 Penalty: 3359.784668
	Iteration 18Q: 3 clusters Score -3750870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3750901.750000 Penalty: 3359.784668
	Iteration 19Q: 3 clusters Score -3750902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3750925.500000 Penalty: 3359.784668
	Iteration 20F: 3 clusters Score -3750926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3750934.500000 Penalty: 3359.784668
	Iteration 21Q: 3 clusters Score -3750934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3750950.750000 Penalty: 3359.784668
	Iteration 22Q: 3 clusters Score -3750951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3750960.750000 Penalty: 3359.784668
	Iteration 23Q: 3 clusters Score -3750961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3750969.750000 Penalty: 3359.784668
	Iteration 24Q: 3 clusters Score -3750970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3750972.250000 Penalty: 3359.784668
	Iteration 25Q: 3 clusters Score -3750972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3750975.500000 Penalty: 3359.784668
	Iteration 26Q: 3 clusters Score -3750976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3750982.250000 Penalty: 3359.784668
	Iteration 27Q: 3 clusters Score -3750982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3750982.250000 Penalty: 3359.784668
	Iteration 28F: 3 clusters Score -3750982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -212816.046875 Penalty: 1226.383301
	Iteration 0F: 2 clusters Score -212816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210838.812500 Penalty: 2452.766602
	Iteration 0F: 3 clusters Score -210838.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -211418.781250 Penalty: 2452.766602
	Iteration 1F: 3 clusters Score -211418.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -211649.218750 Penalty: 2452.766602
	Iteration 2F: 3 clusters Score -211649.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -211759.156250 Penalty: 2452.766602
	Iteration 3F: 3 clusters Score -211759.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -211840.828125 Penalty: 2452.766602
	Iteration 4Q: 3 clusters Score -211840.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -211913.750000 Penalty: 2452.766602
	Iteration 5Q: 3 clusters Score -211913.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -211967.796875 Penalty: 2452.766602
	Iteration 6Q: 3 clusters Score -211967.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212021.640625 Penalty: 2452.766602
	Iteration 7Q: 3 clusters Score -212021.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -212060.687500 Penalty: 2452.766602
	Iteration 8Q: 3 clusters Score -212060.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -212091.187500 Penalty: 2452.766602
	Iteration 9Q: 3 clusters Score -212091.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -212112.281250 Penalty: 2452.766602
	Iteration 10Q: 3 clusters Score -212112.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212137.296875 Penalty: 2452.766602
	Iteration 11Q: 3 clusters Score -212137.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212156.468750 Penalty: 2452.766602
	Iteration 12Q: 3 clusters Score -212156.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -212191.171875 Penalty: 2452.766602
	Iteration 13Q: 3 clusters Score -212191.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -212220.296875 Penalty: 2452.766602
	Iteration 14Q: 3 clusters Score -212220.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -212241.250000 Penalty: 2452.766602
	Iteration 15Q: 3 clusters Score -212241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -212250.140625 Penalty: 2452.766602
	Iteration 16Q: 3 clusters Score -212250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -212261.015625 Penalty: 2452.766602
	Iteration 17Q: 3 clusters Score -212261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -212265.609375 Penalty: 2452.766602
	Iteration 18Q: 3 clusters Score -212265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -212269.968750 Penalty: 2452.766602
	Iteration 19Q: 3 clusters Score -212270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -212276.671875 Penalty: 2452.766602
	Iteration 20F: 3 clusters Score -212276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -212283.843750 Penalty: 2452.766602
	Iteration 21Q: 3 clusters Score -212283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -212288.562500 Penalty: 2452.766602
	Iteration 22Q: 3 clusters Score -212288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212291.828125 Penalty: 2452.766602
	Iteration 23Q: 3 clusters Score -212291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -212295.703125 Penalty: 2452.766602
	Iteration 24Q: 3 clusters Score -212295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -212300.781250 Penalty: 2452.766602
	Iteration 25Q: 3 clusters Score -212300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212304.875000 Penalty: 2452.766602
	Iteration 26Q: 3 clusters Score -212304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -212305.937500 Penalty: 2452.766602
	Iteration 27Q: 3 clusters Score -212305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212306.812500 Penalty: 2452.766602
	Iteration 28Q: 3 clusters Score -212306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -212309.328125 Penalty: 2452.766602
	Iteration 29Q: 3 clusters Score -212309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -212309.734375 Penalty: 2452.766602
	Iteration 30Q: 3 clusters Score -212309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212309.906250 Penalty: 2452.766602
	Iteration 31Q: 3 clusters Score -212309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212309.906250 Penalty: 2452.766602
	Iteration 32F: 3 clusters Score -212309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -616698.562500 Penalty: 1386.751221
	Iteration 0F: 2 clusters Score -616698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -612699.750000 Penalty: 2773.502441
	Iteration 0F: 3 clusters Score -612699.8 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -613918.312500 Penalty: 2773.502441
	Iteration 1F: 3 clusters Score -613918.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -614231.312500 Penalty: 2773.502441
	Iteration 2F: 3 clusters Score -614231.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -614461.937500 Penalty: 2773.502441
	Iteration 3F: 3 clusters Score -614461.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -614636.062500 Penalty: 2773.502441
	Iteration 4F: 3 clusters Score -614636.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -614795.500000 Penalty: 2773.502441
	Iteration 5Q: 3 clusters Score -614795.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -614901.437500 Penalty: 2773.502441
	Iteration 6Q: 3 clusters Score -614901.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -614985.562500 Penalty: 2773.502441
	Iteration 7Q: 3 clusters Score -614985.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -615055.187500 Penalty: 2773.502441
	Iteration 8Q: 3 clusters Score -615055.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -615114.562500 Penalty: 2773.502441
	Iteration 9Q: 3 clusters Score -615114.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -615159.562500 Penalty: 2773.502441
	Iteration 10Q: 3 clusters Score -615159.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -615205.062500 Penalty: 2773.502441
	Iteration 11Q: 3 clusters Score -615205.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -615242.187500 Penalty: 2773.502441
	Iteration 12Q: 3 clusters Score -615242.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -615269.625000 Penalty: 2773.502441
	Iteration 13Q: 3 clusters Score -615269.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -615292.875000 Penalty: 2773.502441
	Iteration 14Q: 3 clusters Score -615292.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -615310.500000 Penalty: 2773.502441
	Iteration 15Q: 3 clusters Score -615310.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -615327.687500 Penalty: 2773.502441
	Iteration 16Q: 3 clusters Score -615327.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -615342.375000 Penalty: 2773.502441
	Iteration 17Q: 3 clusters Score -615342.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -615359.437500 Penalty: 2773.502441
	Iteration 18Q: 3 clusters Score -615359.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -615372.562500 Penalty: 2773.502441
	Iteration 19Q: 3 clusters Score -615372.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -615378.875000 Penalty: 2773.502441
	Iteration 20F: 3 clusters Score -615378.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -615383.875000 Penalty: 2773.502441
	Iteration 21Q: 3 clusters Score -615383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -615390.562500 Penalty: 2773.502441
	Iteration 22Q: 3 clusters Score -615390.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -615396.062500 Penalty: 2773.502441
	Iteration 23Q: 3 clusters Score -615396.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -615403.500000 Penalty: 2773.502441
	Iteration 24Q: 3 clusters Score -615403.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -615411.187500 Penalty: 2773.502441
	Iteration 25Q: 3 clusters Score -615411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -615419.000000 Penalty: 2773.502441
	Iteration 26Q: 3 clusters Score -615419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -615429.500000 Penalty: 2773.502441
	Iteration 27Q: 3 clusters Score -615429.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -615437.875000 Penalty: 2773.502441
	Iteration 28Q: 3 clusters Score -615437.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -615450.812500 Penalty: 2773.502441
	Iteration 29Q: 3 clusters Score -615450.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -615457.937500 Penalty: 2773.502441
	Iteration 30Q: 3 clusters Score -615457.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -615461.875000 Penalty: 2773.502441
	Iteration 31Q: 3 clusters Score -615461.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -615467.000000 Penalty: 2773.502441
	Iteration 32Q: 3 clusters Score -615467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -615471.375000 Penalty: 2773.502441
	Iteration 33Q: 3 clusters Score -615471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -615476.125000 Penalty: 2773.502441
	Iteration 34Q: 3 clusters Score -615476.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -615486.937500 Penalty: 2773.502441
	Iteration 35Q: 3 clusters Score -615486.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -615503.500000 Penalty: 2773.502441
	Iteration 36Q: 3 clusters Score -615503.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -615522.187500 Penalty: 2773.502441
	Iteration 37Q: 3 clusters Score -615522.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -615535.500000 Penalty: 2773.502441
	Iteration 38Q: 3 clusters Score -615535.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -615554.562500 Penalty: 2773.502441
	Iteration 39Q: 3 clusters Score -615554.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -615589.500000 Penalty: 2773.502441
	Iteration 40F: 3 clusters Score -615589.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -615620.062500 Penalty: 2773.502441
	Iteration 41Q: 3 clusters Score -615620.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -615655.937500 Penalty: 2773.502441
	Iteration 42Q: 3 clusters Score -615655.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -615698.875000 Penalty: 2773.502441
	Iteration 43Q: 3 clusters Score -615698.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -615749.125000 Penalty: 2773.502441
	Iteration 44Q: 3 clusters Score -615749.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -615788.125000 Penalty: 2773.502441
	Iteration 45Q: 3 clusters Score -615788.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -615816.187500 Penalty: 2773.502441
	Iteration 46Q: 3 clusters Score -615816.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -615842.750000 Penalty: 2773.502441
	Iteration 47Q: 3 clusters Score -615842.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -615875.312500 Penalty: 2773.502441
	Iteration 48Q: 3 clusters Score -615875.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -615907.625000 Penalty: 2773.502441
	Iteration 49Q: 3 clusters Score -615907.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -615928.437500 Penalty: 2773.502441
	Iteration 50Q: 3 clusters Score -615928.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -615947.875000 Penalty: 2773.502441
	Iteration 51Q: 3 clusters Score -615947.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -615964.187500 Penalty: 2773.502441
	Iteration 52Q: 3 clusters Score -615964.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -615972.187500 Penalty: 2773.502441
	Iteration 53Q: 3 clusters Score -615972.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -615980.000000 Penalty: 2773.502441
	Iteration 54Q: 3 clusters Score -615980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -615990.312500 Penalty: 2773.502441
	Iteration 55Q: 3 clusters Score -615990.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -615997.250000 Penalty: 2773.502441
	Iteration 56Q: 3 clusters Score -615997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -616002.375000 Penalty: 2773.502441
	Iteration 57Q: 3 clusters Score -616002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -616005.750000 Penalty: 2773.502441
	Iteration 58Q: 3 clusters Score -616005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -616014.437500 Penalty: 2773.502441
	Iteration 59Q: 3 clusters Score -616014.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -616022.875000 Penalty: 2773.502441
	Iteration 60F: 3 clusters Score -616022.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -616030.375000 Penalty: 2773.502441
	Iteration 61Q: 3 clusters Score -616030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -616037.812500 Penalty: 2773.502441
	Iteration 62Q: 3 clusters Score -616037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -616045.875000 Penalty: 2773.502441
	Iteration 63Q: 3 clusters Score -616045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -616049.375000 Penalty: 2773.502441
	Iteration 64Q: 3 clusters Score -616049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -616049.687500 Penalty: 2773.502441
	Iteration 65Q: 3 clusters Score -616049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -616052.750000 Penalty: 2773.502441
	Iteration 66Q: 3 clusters Score -616052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -616054.437500 Penalty: 2773.502441
	Iteration 67Q: 3 clusters Score -616054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -616054.625000 Penalty: 2773.502441
	Iteration 68Q: 3 clusters Score -616054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -616057.062500 Penalty: 2773.502441
	Iteration 69Q: 3 clusters Score -616057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -616057.625000 Penalty: 2773.502441
	Iteration 70Q: 3 clusters Score -616057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -616056.812500 Penalty: 2773.502441
	Iteration 71Q: 3 clusters Score -616056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -616058.437500 Penalty: 2773.502441
	Iteration 72Q: 3 clusters Score -616058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -616058.875000 Penalty: 2773.502441
	Iteration 73Q: 3 clusters Score -616058.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -616058.875000 Penalty: 2773.502441
	Iteration 74F: 3 clusters Score -616058.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123580 members 
Entering Unmasked Estep 
Score: -15519843.000000 Penalty: 1905.254639
	Iteration 0F: 2 clusters Score -1.551984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -15443795.000000 Penalty: 3810.509277
	Iteration 0F: 3 clusters Score -1.54438e+07 nChanged 59450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -15478894.000000 Penalty: 3810.509277
	Iteration 1F: 3 clusters Score -1.547889e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -15480233.000000 Penalty: 3810.509277
	Iteration 2Q: 3 clusters Score -1.548023e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -15482682.000000 Penalty: 3810.509277
	Iteration 3Q: 3 clusters Score -1.548268e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -15487487.000000 Penalty: 3810.509277
	Iteration 4F: 3 clusters Score -1.548749e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -15496029.000000 Penalty: 3810.509277
	Iteration 5F: 3 clusters Score -1.549603e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -15507339.000000 Penalty: 3810.509277
	Iteration 6F: 3 clusters Score -1.550734e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -15513905.000000 Penalty: 3810.509277
	Iteration 7F: 3 clusters Score -1.55139e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -15516546.000000 Penalty: 3810.509277
	Iteration 8Q: 3 clusters Score -1.551655e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15517534.000000 Penalty: 3810.509277
	Iteration 9Q: 3 clusters Score -1.551753e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15517872.000000 Penalty: 3810.509277
	Iteration 10Q: 3 clusters Score -1.551787e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15518033.000000 Penalty: 3810.509277
	Iteration 11Q: 3 clusters Score -1.551803e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123247 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15518110.000000 Penalty: 3810.509277
	Iteration 12Q: 3 clusters Score -1.551811e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15518140.000000 Penalty: 3810.509277
	Iteration 13Q: 3 clusters Score -1.551814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15518165.000000 Penalty: 3810.509277
	Iteration 14Q: 3 clusters Score -1.551816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15518181.000000 Penalty: 3810.509277
	Iteration 15Q: 3 clusters Score -1.551818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15518201.000000 Penalty: 3810.509277
	Iteration 16Q: 3 clusters Score -1.55182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15518203.000000 Penalty: 3810.509277
	Iteration 17Q: 3 clusters Score -1.55182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15518206.000000 Penalty: 3810.509277
	Iteration 18Q: 3 clusters Score -1.551821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15518216.000000 Penalty: 3810.509277
	Iteration 19Q: 3 clusters Score -1.551822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15518211.000000 Penalty: 3810.509277
	Iteration 20F: 3 clusters Score -1.551821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15518217.000000 Penalty: 3810.509277
	Iteration 21Q: 3 clusters Score -1.551822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15518215.000000 Penalty: 3810.509277
	Iteration 22Q: 3 clusters Score -1.551822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15518217.000000 Penalty: 3810.509277
	Iteration 23Q: 3 clusters Score -1.551822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15518225.000000 Penalty: 3810.509277
	Iteration 24Q: 3 clusters Score -1.551822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123315 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15518240.000000 Penalty: 3810.509277
	Iteration 25Q: 3 clusters Score -1.551824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15518238.000000 Penalty: 3810.509277
	Iteration 26Q: 3 clusters Score -1.551824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15518238.000000 Penalty: 3810.509277
	Iteration 27F: 3 clusters Score -1.551824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -75187.367188 Penalty: 1083.793457
	Iteration 0F: 2 clusters Score -75187.37 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 377 members 
Entering Unmasked Estep 
Score: -73922.328125 Penalty: 2167.586914
	Iteration 0F: 3 clusters Score -73922.33 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74576.429688 Penalty: 2167.586914
	Iteration 1F: 3 clusters Score -74576.43 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75335.492188 Penalty: 2167.586914
	Iteration 2F: 3 clusters Score -75335.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75648.164062 Penalty: 2167.586914
	Iteration 3F: 3 clusters Score -75648.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75737.734375 Penalty: 2167.586914
	Iteration 4Q: 3 clusters Score -75737.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75781.062500 Penalty: 2167.586914
	Iteration 5Q: 3 clusters Score -75781.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75786.281250 Penalty: 2167.586914
	Iteration 6Q: 3 clusters Score -75786.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75788.179688 Penalty: 2167.586914
	Iteration 7Q: 3 clusters Score -75788.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75792.648438 Penalty: 2167.586914
	Iteration 8Q: 3 clusters Score -75792.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75792.648438 Penalty: 2167.586914
	Iteration 9F: 3 clusters Score -75792.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 120184 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
Score: -141660096.000000 Penalty: 74865.953125
Splitting cluster 19 changes total score from -141657600.000000 to -141660096.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (123632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Entering Unmasked Estep 
Score: -15628942.000000 Penalty: 1905.322998
	Iteration 0F: 2 clusters Score -1.562894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -15552088.000000 Penalty: 3810.645996
	Iteration 0F: 3 clusters Score -1.555209e+07 nChanged 59524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -15587971.000000 Penalty: 3810.645996
	Iteration 1F: 3 clusters Score -1.558797e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -15589826.000000 Penalty: 3810.645996
	Iteration 2Q: 3 clusters Score -1.558983e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -15592410.000000 Penalty: 3810.645996
	Iteration 3Q: 3 clusters Score -1.559241e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -15596360.000000 Penalty: 3810.645996
	Iteration 4F: 3 clusters Score -1.559636e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -15601877.000000 Penalty: 3810.645996
	Iteration 5F: 3 clusters Score -1.560188e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -15608197.000000 Penalty: 3810.645996
	Iteration 6F: 3 clusters Score -1.56082e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -15613741.000000 Penalty: 3810.645996
	Iteration 7F: 3 clusters Score -1.561374e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -15617257.000000 Penalty: 3810.645996
	Iteration 8F: 3 clusters Score -1.561726e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -15618873.000000 Penalty: 3810.645996
	Iteration 9Q: 3 clusters Score -1.561887e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -15619680.000000 Penalty: 3810.645996
	Iteration 10Q: 3 clusters Score -1.561968e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -15620165.000000 Penalty: 3810.645996
	Iteration 11Q: 3 clusters Score -1.562016e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -15620412.000000 Penalty: 3810.645996
	Iteration 12Q: 3 clusters Score -1.562041e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -15620734.000000 Penalty: 3810.645996
	Iteration 13Q: 3 clusters Score -1.562073e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -15621099.000000 Penalty: 3810.645996
	Iteration 14Q: 3 clusters Score -1.56211e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -15621356.000000 Penalty: 3810.645996
	Iteration 15Q: 3 clusters Score -1.562136e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -15621589.000000 Penalty: 3810.645996
	Iteration 16Q: 3 clusters Score -1.562159e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -15621765.000000 Penalty: 3810.645996
	Iteration 17Q: 3 clusters Score -1.562176e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -15621913.000000 Penalty: 3810.645996
	Iteration 18Q: 3 clusters Score -1.562191e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -15622126.000000 Penalty: 3810.645996
	Iteration 19Q: 3 clusters Score -1.562213e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -15622305.000000 Penalty: 3810.645996
	Iteration 20F: 3 clusters Score -1.56223e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -15622374.000000 Penalty: 3810.645996
	Iteration 21Q: 3 clusters Score -1.562237e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -15622468.000000 Penalty: 3810.645996
	Iteration 22Q: 3 clusters Score -1.562247e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -15622537.000000 Penalty: 3810.645996
	Iteration 23Q: 3 clusters Score -1.562254e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -15622657.000000 Penalty: 3810.645996
	Iteration 24Q: 3 clusters Score -1.562266e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -15622777.000000 Penalty: 3810.645996
	Iteration 25Q: 3 clusters Score -1.562278e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -15622861.000000 Penalty: 3810.645996
	Iteration 26Q: 3 clusters Score -1.562286e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -15622937.000000 Penalty: 3810.645996
	Iteration 27Q: 3 clusters Score -1.562294e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -15623001.000000 Penalty: 3810.645996
	Iteration 28Q: 3 clusters Score -1.5623e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -15623057.000000 Penalty: 3810.645996
	Iteration 29Q: 3 clusters Score -1.562306e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -15623091.000000 Penalty: 3810.645996
	Iteration 30Q: 3 clusters Score -1.562309e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -15623156.000000 Penalty: 3810.645996
	Iteration 31Q: 3 clusters Score -1.562316e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -15623219.000000 Penalty: 3810.645996
	Iteration 32Q: 3 clusters Score -1.562322e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -15623252.000000 Penalty: 3810.645996
	Iteration 33Q: 3 clusters Score -1.562325e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -15623241.000000 Penalty: 3810.645996
	Iteration 34Q: 3 clusters Score -1.562324e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -15623263.000000 Penalty: 3810.645996
	Iteration 35Q: 3 clusters Score -1.562326e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -15623260.000000 Penalty: 3810.645996
	Iteration 36Q: 3 clusters Score -1.562326e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -15623271.000000 Penalty: 3810.645996
	Iteration 37Q: 3 clusters Score -1.562327e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -15623291.000000 Penalty: 3810.645996
	Iteration 38Q: 3 clusters Score -1.562329e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -15623296.000000 Penalty: 3810.645996
	Iteration 39Q: 3 clusters Score -1.56233e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -15623286.000000 Penalty: 3810.645996
	Iteration 40F: 3 clusters Score -1.562329e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
Score: -15623257.000000 Penalty: 3810.645996
	Iteration 41Q: 3 clusters Score -1.562326e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -15623254.000000 Penalty: 3810.645996
	Iteration 42Q: 3 clusters Score -1.562325e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -15623234.000000 Penalty: 3810.645996
	Iteration 43Q: 3 clusters Score -1.562323e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -15623242.000000 Penalty: 3810.645996
	Iteration 44Q: 3 clusters Score -1.562324e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -15623259.000000 Penalty: 3810.645996
	Iteration 45Q: 3 clusters Score -1.562326e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -15623173.000000 Penalty: 3810.645996
	Iteration 46Q: 3 clusters Score -1.562317e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -15623085.000000 Penalty: 3810.645996
	Iteration 47Q: 3 clusters Score -1.562308e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -15623098.000000 Penalty: 3810.645996
	Iteration 48Q: 3 clusters Score -1.56231e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -15623032.000000 Penalty: 3810.645996
	Iteration 49Q: 3 clusters Score -1.562303e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -15622967.000000 Penalty: 3810.645996
	Iteration 50Q: 3 clusters Score -1.562297e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -15622906.000000 Penalty: 3810.645996
	Iteration 51Q: 3 clusters Score -1.562291e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -15622824.000000 Penalty: 3810.645996
	Iteration 52Q: 3 clusters Score -1.562282e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -15622740.000000 Penalty: 3810.645996
	Iteration 53Q: 3 clusters Score -1.562274e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -15622685.000000 Penalty: 3810.645996
	Iteration 54Q: 3 clusters Score -1.562268e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -15622629.000000 Penalty: 3810.645996
	Iteration 55Q: 3 clusters Score -1.562263e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -15622559.000000 Penalty: 3810.645996
	Iteration 56Q: 3 clusters Score -1.562256e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -15622416.000000 Penalty: 3810.645996
	Iteration 57Q: 3 clusters Score -1.562242e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -15622390.000000 Penalty: 3810.645996
	Iteration 58Q: 3 clusters Score -1.562239e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -15622307.000000 Penalty: 3810.645996
	Iteration 59Q: 3 clusters Score -1.562231e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -15622218.000000 Penalty: 3810.645996
	Iteration 60F: 3 clusters Score -1.562222e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -15622146.000000 Penalty: 3810.645996
	Iteration 61Q: 3 clusters Score -1.562215e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 85700 members 
Entering Unmasked Estep 
Score: -15622003.000000 Penalty: 3810.645996
	Iteration 62Q: 3 clusters Score -1.5622e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -15621943.000000 Penalty: 3810.645996
	Iteration 63Q: 3 clusters Score -1.562194e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -15621865.000000 Penalty: 3810.645996
	Iteration 64Q: 3 clusters Score -1.562186e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -15621739.000000 Penalty: 3810.645996
	Iteration 65Q: 3 clusters Score -1.562174e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -15621604.000000 Penalty: 3810.645996
	Iteration 66Q: 3 clusters Score -1.56216e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -15621488.000000 Penalty: 3810.645996
	Iteration 67Q: 3 clusters Score -1.562149e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -15621448.000000 Penalty: 3810.645996
	Iteration 68Q: 3 clusters Score -1.562145e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -15621359.000000 Penalty: 3810.645996
	Iteration 69Q: 3 clusters Score -1.562136e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -15621259.000000 Penalty: 3810.645996
	Iteration 70Q: 3 clusters Score -1.562126e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -15621226.000000 Penalty: 3810.645996
	Iteration 71Q: 3 clusters Score -1.562123e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -15621101.000000 Penalty: 3810.645996
	Iteration 72Q: 3 clusters Score -1.56211e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -15620997.000000 Penalty: 3810.645996
	Iteration 73Q: 3 clusters Score -1.5621e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -15620962.000000 Penalty: 3810.645996
	Iteration 74Q: 3 clusters Score -1.562096e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 76104 members 
Entering Unmasked Estep 
Score: -15620897.000000 Penalty: 3810.645996
	Iteration 75Q: 3 clusters Score -1.56209e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -15620816.000000 Penalty: 3810.645996
	Iteration 76Q: 3 clusters Score -1.562082e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -15620725.000000 Penalty: 3810.645996
	Iteration 77Q: 3 clusters Score -1.562072e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -15620633.000000 Penalty: 3810.645996
	Iteration 78Q: 3 clusters Score -1.562063e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -15620572.000000 Penalty: 3810.645996
	Iteration 79Q: 3 clusters Score -1.562057e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -15620545.000000 Penalty: 3810.645996
	Iteration 80F: 3 clusters Score -1.562054e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -15620509.000000 Penalty: 3810.645996
	Iteration 81Q: 3 clusters Score -1.562051e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -15620541.000000 Penalty: 3810.645996
	Iteration 82Q: 3 clusters Score -1.562054e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -15620539.000000 Penalty: 3810.645996
	Iteration 83Q: 3 clusters Score -1.562054e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -15620556.000000 Penalty: 3810.645996
	Iteration 84Q: 3 clusters Score -1.562056e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -15620544.000000 Penalty: 3810.645996
	Iteration 85Q: 3 clusters Score -1.562054e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -15620505.000000 Penalty: 3810.645996
	Iteration 86Q: 3 clusters Score -1.56205e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -15620495.000000 Penalty: 3810.645996
	Iteration 87Q: 3 clusters Score -1.56205e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -15620514.000000 Penalty: 3810.645996
	Iteration 88Q: 3 clusters Score -1.562051e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -15620556.000000 Penalty: 3810.645996
	Iteration 89Q: 3 clusters Score -1.562056e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -15620580.000000 Penalty: 3810.645996
	Iteration 90Q: 3 clusters Score -1.562058e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -15620594.000000 Penalty: 3810.645996
	Iteration 91Q: 3 clusters Score -1.562059e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -15620614.000000 Penalty: 3810.645996
	Iteration 92Q: 3 clusters Score -1.562061e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -15620581.000000 Penalty: 3810.645996
	Iteration 93Q: 3 clusters Score -1.562058e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -15620708.000000 Penalty: 3810.645996
	Iteration 94Q: 3 clusters Score -1.562071e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -15620738.000000 Penalty: 3810.645996
	Iteration 95Q: 3 clusters Score -1.562074e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -15620842.000000 Penalty: 3810.645996
	Iteration 96Q: 3 clusters Score -1.562084e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -15620870.000000 Penalty: 3810.645996
	Iteration 97Q: 3 clusters Score -1.562087e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -15620943.000000 Penalty: 3810.645996
	Iteration 98Q: 3 clusters Score -1.562094e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -15620896.000000 Penalty: 3810.645996
	Iteration 99Q: 3 clusters Score -1.56209e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -15620900.000000 Penalty: 3810.645996
	Iteration 100F: 3 clusters Score -1.56209e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -15620922.000000 Penalty: 3810.645996
	Iteration 101Q: 3 clusters Score -1.562092e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -15620940.000000 Penalty: 3810.645996
	Iteration 102Q: 3 clusters Score -1.562094e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -15620965.000000 Penalty: 3810.645996
	Iteration 103Q: 3 clusters Score -1.562096e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -15620955.000000 Penalty: 3810.645996
	Iteration 104Q: 3 clusters Score -1.562096e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -15620981.000000 Penalty: 3810.645996
	Iteration 105Q: 3 clusters Score -1.562098e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -15620966.000000 Penalty: 3810.645996
	Iteration 106Q: 3 clusters Score -1.562097e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -15621020.000000 Penalty: 3810.645996
	Iteration 107Q: 3 clusters Score -1.562102e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -15621010.000000 Penalty: 3810.645996
	Iteration 108Q: 3 clusters Score -1.562101e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -15621045.000000 Penalty: 3810.645996
	Iteration 109Q: 3 clusters Score -1.562104e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -15621070.000000 Penalty: 3810.645996
	Iteration 110Q: 3 clusters Score -1.562107e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -15621072.000000 Penalty: 3810.645996
	Iteration 111Q: 3 clusters Score -1.562107e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -15621092.000000 Penalty: 3810.645996
	Iteration 112Q: 3 clusters Score -1.562109e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -15621114.000000 Penalty: 3810.645996
	Iteration 113Q: 3 clusters Score -1.562111e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -15621116.000000 Penalty: 3810.645996
	Iteration 114Q: 3 clusters Score -1.562112e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -15621125.000000 Penalty: 3810.645996
	Iteration 115Q: 3 clusters Score -1.562112e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -15621113.000000 Penalty: 3810.645996
	Iteration 116Q: 3 clusters Score -1.562111e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -15621155.000000 Penalty: 3810.645996
	Iteration 117Q: 3 clusters Score -1.562116e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -15621197.000000 Penalty: 3810.645996
	Iteration 118Q: 3 clusters Score -1.56212e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -15621177.000000 Penalty: 3810.645996
	Iteration 119Q: 3 clusters Score -1.562118e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -15621185.000000 Penalty: 3810.645996
	Iteration 120F: 3 clusters Score -1.562118e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -15621178.000000 Penalty: 3810.645996
	Iteration 121Q: 3 clusters Score -1.562118e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -15621166.000000 Penalty: 3810.645996
	Iteration 122Q: 3 clusters Score -1.562117e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -15621173.000000 Penalty: 3810.645996
	Iteration 123Q: 3 clusters Score -1.562117e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -15621179.000000 Penalty: 3810.645996
	Iteration 124Q: 3 clusters Score -1.562118e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -15621196.000000 Penalty: 3810.645996
	Iteration 125Q: 3 clusters Score -1.56212e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -15621205.000000 Penalty: 3810.645996
	Iteration 126Q: 3 clusters Score -1.56212e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -15621191.000000 Penalty: 3810.645996
	Iteration 127Q: 3 clusters Score -1.562119e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -15621160.000000 Penalty: 3810.645996
	Iteration 128Q: 3 clusters Score -1.562116e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -15621136.000000 Penalty: 3810.645996
	Iteration 129Q: 3 clusters Score -1.562114e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -15621162.000000 Penalty: 3810.645996
	Iteration 130Q: 3 clusters Score -1.562116e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -15621148.000000 Penalty: 3810.645996
	Iteration 131Q: 3 clusters Score -1.562115e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -15621159.000000 Penalty: 3810.645996
	Iteration 132Q: 3 clusters Score -1.562116e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -15621161.000000 Penalty: 3810.645996
	Iteration 133Q: 3 clusters Score -1.562116e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -15621178.000000 Penalty: 3810.645996
	Iteration 134Q: 3 clusters Score -1.562118e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -15621188.000000 Penalty: 3810.645996
	Iteration 135Q: 3 clusters Score -1.562119e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -15621184.000000 Penalty: 3810.645996
	Iteration 136Q: 3 clusters Score -1.562118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -15621200.000000 Penalty: 3810.645996
	Iteration 137Q: 3 clusters Score -1.56212e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -15621182.000000 Penalty: 3810.645996
	Iteration 138Q: 3 clusters Score -1.562118e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -15621230.000000 Penalty: 3810.645996
	Iteration 139Q: 3 clusters Score -1.562123e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -15621234.000000 Penalty: 3810.645996
	Iteration 140F: 3 clusters Score -1.562123e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -15621208.000000 Penalty: 3810.645996
	Iteration 141Q: 3 clusters Score -1.562121e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -15621224.000000 Penalty: 3810.645996
	Iteration 142Q: 3 clusters Score -1.562122e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -15621199.000000 Penalty: 3810.645996
	Iteration 143Q: 3 clusters Score -1.56212e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -15621206.000000 Penalty: 3810.645996
	Iteration 144Q: 3 clusters Score -1.562121e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -15621192.000000 Penalty: 3810.645996
	Iteration 145Q: 3 clusters Score -1.562119e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -15621163.000000 Penalty: 3810.645996
	Iteration 146Q: 3 clusters Score -1.562116e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -15621169.000000 Penalty: 3810.645996
	Iteration 147Q: 3 clusters Score -1.562117e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -15621178.000000 Penalty: 3810.645996
	Iteration 148Q: 3 clusters Score -1.562118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -15621156.000000 Penalty: 3810.645996
	Iteration 149Q: 3 clusters Score -1.562116e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -15621186.000000 Penalty: 3810.645996
	Iteration 150Q: 3 clusters Score -1.562119e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -15621203.000000 Penalty: 3810.645996
	Iteration 151Q: 3 clusters Score -1.56212e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.562117e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -15621195.000000 Penalty: 3810.645996
	Iteration 153Q: 3 clusters Score -1.56212e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -15621223.000000 Penalty: 3810.645996
	Iteration 154Q: 3 clusters Score -1.562122e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -15621211.000000 Penalty: 3810.645996
	Iteration 155Q: 3 clusters Score -1.562121e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -15621252.000000 Penalty: 3810.645996
	Iteration 156Q: 3 clusters Score -1.562125e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.562127e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -15621249.000000 Penalty: 3810.645996
	Iteration 158Q: 3 clusters Score -1.562125e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -15621255.000000 Penalty: 3810.645996
	Iteration 159Q: 3 clusters Score -1.562126e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -15621278.000000 Penalty: 3810.645996
	Iteration 160F: 3 clusters Score -1.562128e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -15621295.000000 Penalty: 3810.645996
	Iteration 161Q: 3 clusters Score -1.56213e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -15621316.000000 Penalty: 3810.645996
	Iteration 162Q: 3 clusters Score -1.562132e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.562135e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -15621332.000000 Penalty: 3810.645996
	Iteration 164Q: 3 clusters Score -1.562133e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -15621353.000000 Penalty: 3810.645996
	Iteration 165Q: 3 clusters Score -1.562135e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -15621333.000000 Penalty: 3810.645996
	Iteration 166Q: 3 clusters Score -1.562133e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75114 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -15621348.000000 Penalty: 3810.645996
	Iteration 167Q: 3 clusters Score -1.562135e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.562135e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -15621328.000000 Penalty: 3810.645996
	Iteration 169Q: 3 clusters Score -1.562133e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -15621311.000000 Penalty: 3810.645996
	Iteration 170Q: 3 clusters Score -1.562131e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -15621334.000000 Penalty: 3810.645996
	Iteration 171Q: 3 clusters Score -1.562133e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -15621326.000000 Penalty: 3810.645996
	Iteration 172Q: 3 clusters Score -1.562133e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -15621299.000000 Penalty: 3810.645996
	Iteration 173Q: 3 clusters Score -1.56213e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -15621301.000000 Penalty: 3810.645996
	Iteration 174Q: 3 clusters Score -1.56213e+07 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -15621308.000000 Penalty: 3810.645996
	Iteration 175Q: 3 clusters Score -1.562131e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -15621305.000000 Penalty: 3810.645996
	Iteration 176Q: 3 clusters Score -1.56213e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -15621310.000000 Penalty: 3810.645996
	Iteration 177Q: 3 clusters Score -1.562131e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -15621327.000000 Penalty: 3810.645996
	Iteration 178Q: 3 clusters Score -1.562133e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -15621309.000000 Penalty: 3810.645996
	Iteration 179Q: 3 clusters Score -1.562131e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -15621324.000000 Penalty: 3810.645996
	Iteration 180F: 3 clusters Score -1.562132e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -15621343.000000 Penalty: 3810.645996
	Iteration 181Q: 3 clusters Score -1.562134e+07 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -15621351.000000 Penalty: 3810.645996
	Iteration 182Q: 3 clusters Score -1.562135e+07 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.562137e+07 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -15621404.000000 Penalty: 3810.645996
	Iteration 184Q: 3 clusters Score -1.56214e+07 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.562141e+07 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.562143e+07 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -15621445.000000 Penalty: 3810.645996
	Iteration 187Q: 3 clusters Score -1.562144e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.562145e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -15621513.000000 Penalty: 3810.645996
	Iteration 189Q: 3 clusters Score -1.562151e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -15621519.000000 Penalty: 3810.645996
	Iteration 190Q: 3 clusters Score -1.562152e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.562152e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -15621544.000000 Penalty: 3810.645996
	Iteration 192Q: 3 clusters Score -1.562154e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -15621560.000000 Penalty: 3810.645996
	Iteration 193Q: 3 clusters Score -1.562156e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -15621547.000000 Penalty: 3810.645996
	Iteration 194Q: 3 clusters Score -1.562155e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -15621604.000000 Penalty: 3810.645996
	Iteration 195Q: 3 clusters Score -1.56216e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82480 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -15621602.000000 Penalty: 3810.645996
	Iteration 196Q: 3 clusters Score -1.56216e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -15621623.000000 Penalty: 3810.645996
	Iteration 197Q: 3 clusters Score -1.562162e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -15621683.000000 Penalty: 3810.645996
	Iteration 198Q: 3 clusters Score -1.562168e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -15621732.000000 Penalty: 3810.645996
	Iteration 199Q: 3 clusters Score -1.562173e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -15621736.000000 Penalty: 3810.645996
	Iteration 200F: 3 clusters Score -1.562174e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -15621774.000000 Penalty: 3810.645996
	Iteration 201Q: 3 clusters Score -1.562177e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -15621838.000000 Penalty: 3810.645996
	Iteration 202Q: 3 clusters Score -1.562184e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -15621931.000000 Penalty: 3810.645996
	Iteration 203Q: 3 clusters Score -1.562193e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.562207e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -15622242.000000 Penalty: 3810.645996
	Iteration 205Q: 3 clusters Score -1.562224e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -15622524.000000 Penalty: 3810.645996
	Iteration 206Q: 3 clusters Score -1.562252e+07 nChanged 1305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -15622709.000000 Penalty: 3810.645996
	Iteration 207Q: 3 clusters Score -1.562271e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -15622945.000000 Penalty: 3810.645996
	Iteration 208Q: 3 clusters Score -1.562294e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -15623206.000000 Penalty: 3810.645996
	Iteration 209Q: 3 clusters Score -1.562321e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -15623520.000000 Penalty: 3810.645996
	Iteration 210Q: 3 clusters Score -1.562352e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.562398e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99736 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1.562446e+07 nChanged 1666
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.562488e+07 nChanged 1578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -15625241.000000 Penalty: 3810.645996
	Iteration 214Q: 3 clusters Score -1.562524e+07 nChanged 1426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104404 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -15625501.000000 Penalty: 3810.645996
	Iteration 215Q: 3 clusters Score -1.56255e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -15625818.000000 Penalty: 3810.645996
	Iteration 216Q: 3 clusters Score -1.562582e+07 nChanged 1313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.562608e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -15626350.000000 Penalty: 3810.645996
	Iteration 218Q: 3 clusters Score -1.562635e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.562657e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110371 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -15626752.000000 Penalty: 3810.645996
	Iteration 220F: 3 clusters Score -1.562675e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -15626859.000000 Penalty: 3810.645996
	Iteration 221Q: 3 clusters Score -1.562686e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -15627039.000000 Penalty: 3810.645996
	Iteration 222Q: 3 clusters Score -1.562704e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -15627188.000000 Penalty: 3810.645996
	Iteration 223Q: 3 clusters Score -1.562719e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113683 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -15627269.000000 Penalty: 3810.645996
	Iteration 224Q: 3 clusters Score -1.562727e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -15627409.000000 Penalty: 3810.645996
	Iteration 225Q: 3 clusters Score -1.562741e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -15627438.000000 Penalty: 3810.645996
	Iteration 226Q: 3 clusters Score -1.562744e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115681 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -15627471.000000 Penalty: 3810.645996
	Iteration 227Q: 3 clusters Score -1.562747e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -15627526.000000 Penalty: 3810.645996
	Iteration 228Q: 3 clusters Score -1.562753e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116691 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.562755e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -15627631.000000 Penalty: 3810.645996
	Iteration 230Q: 3 clusters Score -1.562763e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117573 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -15627693.000000 Penalty: 3810.645996
	Iteration 231Q: 3 clusters Score -1.562769e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -15627752.000000 Penalty: 3810.645996
	Iteration 232Q: 3 clusters Score -1.562775e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118236 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -15627813.000000 Penalty: 3810.645996
	Iteration 233Q: 3 clusters Score -1.562781e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -15627852.000000 Penalty: 3810.645996
	Iteration 234Q: 3 clusters Score -1.562785e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -15627923.000000 Penalty: 3810.645996
	Iteration 235Q: 3 clusters Score -1.562792e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119016 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -15627939.000000 Penalty: 3810.645996
	Iteration 236Q: 3 clusters Score -1.562794e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -15628021.000000 Penalty: 3810.645996
	Iteration 237Q: 3 clusters Score -1.562802e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -15628005.000000 Penalty: 3810.645996
	Iteration 238Q: 3 clusters Score -1.5628e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -15628040.000000 Penalty: 3810.645996
	Iteration 239Q: 3 clusters Score -1.562804e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -15628016.000000 Penalty: 3810.645996
	Iteration 240F: 3 clusters Score -1.562802e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119895 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -15627989.000000 Penalty: 3810.645996
	Iteration 241Q: 3 clusters Score -1.562799e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120009 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -15628013.000000 Penalty: 3810.645996
	Iteration 242Q: 3 clusters Score -1.562801e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120109 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -15628009.000000 Penalty: 3810.645996
	Iteration 243Q: 3 clusters Score -1.562801e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -15627983.000000 Penalty: 3810.645996
	Iteration 244Q: 3 clusters Score -1.562798e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120270 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -15627997.000000 Penalty: 3810.645996
	Iteration 245Q: 3 clusters Score -1.5628e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120363 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -15627992.000000 Penalty: 3810.645996
	Iteration 246Q: 3 clusters Score -1.562799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120439 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -15627984.000000 Penalty: 3810.645996
	Iteration 247Q: 3 clusters Score -1.562798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120500 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -15627982.000000 Penalty: 3810.645996
	Iteration 248Q: 3 clusters Score -1.562798e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -15627982.000000 Penalty: 3810.645996
	Iteration 249Q: 3 clusters Score -1.562798e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120599 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -15627974.000000 Penalty: 3810.645996
	Iteration 250Q: 3 clusters Score -1.562797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15627977.000000 Penalty: 3810.645996
	Iteration 251Q: 3 clusters Score -1.562798e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -15627972.000000 Penalty: 3810.645996
	Iteration 252Q: 3 clusters Score -1.562797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120731 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -15627944.000000 Penalty: 3810.645996
	Iteration 253Q: 3 clusters Score -1.562794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -15627950.000000 Penalty: 3810.645996
	Iteration 254Q: 3 clusters Score -1.562795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -15627940.000000 Penalty: 3810.645996
	Iteration 255Q: 3 clusters Score -1.562794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -15627932.000000 Penalty: 3810.645996
	Iteration 256Q: 3 clusters Score -1.562793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -15627933.000000 Penalty: 3810.645996
	Iteration 257Q: 3 clusters Score -1.562793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -15627934.000000 Penalty: 3810.645996
	Iteration 258Q: 3 clusters Score -1.562793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -15627942.000000 Penalty: 3810.645996
	Iteration 259Q: 3 clusters Score -1.562794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -15627931.000000 Penalty: 3810.645996
	Iteration 260F: 3 clusters Score -1.562793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -15627949.000000 Penalty: 3810.645996
	Iteration 261Q: 3 clusters Score -1.562795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -15627931.000000 Penalty: 3810.645996
	Iteration 262Q: 3 clusters Score -1.562793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120938 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15627941.000000 Penalty: 3810.645996
	Iteration 263Q: 3 clusters Score -1.562794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -15627937.000000 Penalty: 3810.645996
	Iteration 264Q: 3 clusters Score -1.562794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120985 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -15627914.000000 Penalty: 3810.645996
	Iteration 265Q: 3 clusters Score -1.562791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121010 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -15627929.000000 Penalty: 3810.645996
	Iteration 266Q: 3 clusters Score -1.562793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -15627924.000000 Penalty: 3810.645996
	Iteration 267Q: 3 clusters Score -1.562792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -15627914.000000 Penalty: 3810.645996
	Iteration 268Q: 3 clusters Score -1.562791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -15627923.000000 Penalty: 3810.645996
	Iteration 269Q: 3 clusters Score -1.562792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15627930.000000 Penalty: 3810.645996
	Iteration 270Q: 3 clusters Score -1.562793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -15627917.000000 Penalty: 3810.645996
	Iteration 271Q: 3 clusters Score -1.562792e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -15627941.000000 Penalty: 3810.645996
	Iteration 272Q: 3 clusters Score -1.562794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121158 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -15627950.000000 Penalty: 3810.645996
	Iteration 273Q: 3 clusters Score -1.562795e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15627953.000000 Penalty: 3810.645996
	Iteration 274Q: 3 clusters Score -1.562795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -15627945.000000 Penalty: 3810.645996
	Iteration 275Q: 3 clusters Score -1.562794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121242 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -15627924.000000 Penalty: 3810.645996
	Iteration 276Q: 3 clusters Score -1.562792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15627931.000000 Penalty: 3810.645996
	Iteration 277Q: 3 clusters Score -1.562793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -15627945.000000 Penalty: 3810.645996
	Iteration 278Q: 3 clusters Score -1.562794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121293 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -15627956.000000 Penalty: 3810.645996
	Iteration 279Q: 3 clusters Score -1.562796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121304 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -15627942.000000 Penalty: 3810.645996
	Iteration 280F: 3 clusters Score -1.562794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121319 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -15627959.000000 Penalty: 3810.645996
	Iteration 281Q: 3 clusters Score -1.562796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15627940.000000 Penalty: 3810.645996
	Iteration 282Q: 3 clusters Score -1.562794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121354 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -15627928.000000 Penalty: 3810.645996
	Iteration 283Q: 3 clusters Score -1.562793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121361 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -15627932.000000 Penalty: 3810.645996
	Iteration 284Q: 3 clusters Score -1.562793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -15627937.000000 Penalty: 3810.645996
	Iteration 285Q: 3 clusters Score -1.562794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121371 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -15627925.000000 Penalty: 3810.645996
	Iteration 286Q: 3 clusters Score -1.562792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121379 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -15627932.000000 Penalty: 3810.645996
	Iteration 287Q: 3 clusters Score -1.562793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121380 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -15627937.000000 Penalty: 3810.645996
	Iteration 288Q: 3 clusters Score -1.562794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121389 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -15627933.000000 Penalty: 3810.645996
	Iteration 289Q: 3 clusters Score -1.562793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -15627938.000000 Penalty: 3810.645996
	Iteration 290Q: 3 clusters Score -1.562794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -15627934.000000 Penalty: 3810.645996
	Iteration 291Q: 3 clusters Score -1.562793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -15627922.000000 Penalty: 3810.645996
	Iteration 292Q: 3 clusters Score -1.562792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -15627919.000000 Penalty: 3810.645996
	Iteration 293Q: 3 clusters Score -1.562792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -15627927.000000 Penalty: 3810.645996
	Iteration 294Q: 3 clusters Score -1.562793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -15627924.000000 Penalty: 3810.645996
	Iteration 295Q: 3 clusters Score -1.562792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -15627931.000000 Penalty: 3810.645996
	Iteration 296Q: 3 clusters Score -1.562793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -15627936.000000 Penalty: 3810.645996
	Iteration 297Q: 3 clusters Score -1.562794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -15627925.000000 Penalty: 3810.645996
	Iteration 298Q: 3 clusters Score -1.562792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121463 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -15627928.000000 Penalty: 3810.645996
	Iteration 299Q: 3 clusters Score -1.562793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121472 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -15627938.000000 Penalty: 3810.645996
	Iteration 300F: 3 clusters Score -1.562794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -15627932.000000 Penalty: 3810.645996
	Iteration 301Q: 3 clusters Score -1.562793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121485 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -15627941.000000 Penalty: 3810.645996
	Iteration 302Q: 3 clusters Score -1.562794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -15627930.000000 Penalty: 3810.645996
	Iteration 303Q: 3 clusters Score -1.562793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121496 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15627939.000000 Penalty: 3810.645996
	Iteration 304Q: 3 clusters Score -1.562794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15627945.000000 Penalty: 3810.645996
	Iteration 305Q: 3 clusters Score -1.562794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121507 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -15627942.000000 Penalty: 3810.645996
	Iteration 306Q: 3 clusters Score -1.562794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121512 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -15627931.000000 Penalty: 3810.645996
	Iteration 307Q: 3 clusters Score -1.562793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15627929.000000 Penalty: 3810.645996
	Iteration 308Q: 3 clusters Score -1.562793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121529 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15627911.000000 Penalty: 3810.645996
	Iteration 309Q: 3 clusters Score -1.562791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121540 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -15627906.000000 Penalty: 3810.645996
	Iteration 310Q: 3 clusters Score -1.562791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121550 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -15627912.000000 Penalty: 3810.645996
	Iteration 311Q: 3 clusters Score -1.562791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121561 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -15627921.000000 Penalty: 3810.645996
	Iteration 312Q: 3 clusters Score -1.562792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121570 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -15627909.000000 Penalty: 3810.645996
	Iteration 313Q: 3 clusters Score -1.562791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121578 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -15627919.000000 Penalty: 3810.645996
	Iteration 314Q: 3 clusters Score -1.562792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121587 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -15627912.000000 Penalty: 3810.645996
	Iteration 315Q: 3 clusters Score -1.562791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -15627907.000000 Penalty: 3810.645996
	Iteration 316Q: 3 clusters Score -1.562791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121600 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -15627908.000000 Penalty: 3810.645996
	Iteration 317Q: 3 clusters Score -1.562791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121608 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15627920.000000 Penalty: 3810.645996
	Iteration 318Q: 3 clusters Score -1.562792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121616 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -15627930.000000 Penalty: 3810.645996
	Iteration 319Q: 3 clusters Score -1.562793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121626 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -15627920.000000 Penalty: 3810.645996
	Iteration 320F: 3 clusters Score -1.562792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15627925.000000 Penalty: 3810.645996
	Iteration 321Q: 3 clusters Score -1.562792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121628 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -15627922.000000 Penalty: 3810.645996
	Iteration 322Q: 3 clusters Score -1.562792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15627918.000000 Penalty: 3810.645996
	Iteration 323Q: 3 clusters Score -1.562792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -15627925.000000 Penalty: 3810.645996
	Iteration 324Q: 3 clusters Score -1.562792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121635 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -15627925.000000 Penalty: 3810.645996
	Iteration 325Q: 3 clusters Score -1.562792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15627930.000000 Penalty: 3810.645996
	Iteration 326Q: 3 clusters Score -1.562793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15627930.000000 Penalty: 3810.645996
	Iteration 327F: 3 clusters Score -1.562793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -26785.523438 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -26785.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26038.441406 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -26038.44 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26523.753906 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -26523.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26695.015625 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -26695.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26816.986328 Penalty: 1940.660156
	Iteration 3Q: 3 clusters Score -26816.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26930.574219 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -26930.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26999.298828 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -26999.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27093.466797 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -27093.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27148.146484 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -27148.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27213.414062 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -27213.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27280.572266 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -27280.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27439.308594 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -27439.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27508.152344 Penalty: 1940.660156
	Iteration 11Q: 3 clusters Score -27508.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27626.406250 Penalty: 1940.660156
	Iteration 12Q: 3 clusters Score -27626.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27707.916016 Penalty: 1940.660156
	Iteration 13Q: 3 clusters Score -27707.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27757.056641 Penalty: 1940.660156
	Iteration 14Q: 3 clusters Score -27757.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27845.050781 Penalty: 1940.660156
	Iteration 15Q: 3 clusters Score -27845.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27913.501953 Penalty: 1940.660156
	Iteration 16Q: 3 clusters Score -27913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27956.837891 Penalty: 1940.660156
	Iteration 17Q: 3 clusters Score -27956.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27968.763672 Penalty: 1940.660156
	Iteration 18Q: 3 clusters Score -27968.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27970.687500 Penalty: 1940.660156
	Iteration 19Q: 3 clusters Score -27970.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27992.988281 Penalty: 1940.660156
	Iteration 20F: 3 clusters Score -27992.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28024.878906 Penalty: 1940.660156
	Iteration 21Q: 3 clusters Score -28024.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28113.392578 Penalty: 1940.660156
	Iteration 22Q: 3 clusters Score -28113.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28121.626953 Penalty: 1940.660156
	Iteration 23Q: 3 clusters Score -28121.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28123.824219 Penalty: 1940.660156
	Iteration 24Q: 3 clusters Score -28123.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28135.794922 Penalty: 1940.660156
	Iteration 25F: 3 clusters Score -28135.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28180.648438 Penalty: 1940.660156
	Iteration 26Q: 3 clusters Score -28180.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28180.769531 Penalty: 1940.660156
	Iteration 27F: 3 clusters Score -28180.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28201.462891 Penalty: 1940.660156
	Iteration 28Q: 3 clusters Score -28201.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28201.462891 Penalty: 1940.660156
	Iteration 29F: 3 clusters Score -28201.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 120184 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 238 members 
Entering Unmasked Estep 
Score: -141660144.000000 Penalty: 77134.625000
Splitting cluster 21 changes total score from -141657600.000000 to -141660144.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (8861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Entering Unmasked Estep 
Score: -1091907.500000 Penalty: 1477.029907
	Iteration 0F: 2 clusters Score -1091908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1085463.375000 Penalty: 2954.059814
	Iteration 0F: 3 clusters Score -1085463 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1087380.375000 Penalty: 2954.059814
	Iteration 1F: 3 clusters Score -1087380 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1087627.750000 Penalty: 2954.059814
	Iteration 2F: 3 clusters Score -1087628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1087857.000000 Penalty: 2954.059814
	Iteration 3F: 3 clusters Score -1087857 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1088082.875000 Penalty: 2954.059814
	Iteration 4Q: 3 clusters Score -1088083 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1088316.125000 Penalty: 2954.059814
	Iteration 5Q: 3 clusters Score -1088316 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1088607.625000 Penalty: 2954.059814
	Iteration 6Q: 3 clusters Score -1088608 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1088938.625000 Penalty: 2954.059814
	Iteration 7Q: 3 clusters Score -1088939 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1089243.750000 Penalty: 2954.059814
	Iteration 8Q: 3 clusters Score -1089244 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1089507.875000 Penalty: 2954.059814
	Iteration 9Q: 3 clusters Score -1089508 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1089740.750000 Penalty: 2954.059814
	Iteration 10Q: 3 clusters Score -1089741 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1089906.500000 Penalty: 2954.059814
	Iteration 11Q: 3 clusters Score -1089906 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1090017.000000 Penalty: 2954.059814
	Iteration 12Q: 3 clusters Score -1090017 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1090092.625000 Penalty: 2954.059814
	Iteration 13Q: 3 clusters Score -1090093 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1090151.750000 Penalty: 2954.059814
	Iteration 14Q: 3 clusters Score -1090152 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1090210.000000 Penalty: 2954.059814
	Iteration 15Q: 3 clusters Score -1090210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1090250.875000 Penalty: 2954.059814
	Iteration 16Q: 3 clusters Score -1090251 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1090289.250000 Penalty: 2954.059814
	Iteration 17Q: 3 clusters Score -1090289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1090321.375000 Penalty: 2954.059814
	Iteration 18Q: 3 clusters Score -1090321 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1090341.250000 Penalty: 2954.059814
	Iteration 19Q: 3 clusters Score -1090341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1090356.625000 Penalty: 2954.059814
	Iteration 20F: 3 clusters Score -1090357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1090366.250000 Penalty: 2954.059814
	Iteration 21Q: 3 clusters Score -1090366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1090378.125000 Penalty: 2954.059814
	Iteration 22Q: 3 clusters Score -1090378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1090386.250000 Penalty: 2954.059814
	Iteration 23Q: 3 clusters Score -1090386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1090397.000000 Penalty: 2954.059814
	Iteration 24Q: 3 clusters Score -1090397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1090412.125000 Penalty: 2954.059814
	Iteration 25Q: 3 clusters Score -1090412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1090428.500000 Penalty: 2954.059814
	Iteration 26Q: 3 clusters Score -1090428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1090448.000000 Penalty: 2954.059814
	Iteration 27Q: 3 clusters Score -1090448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1090484.375000 Penalty: 2954.059814
	Iteration 28Q: 3 clusters Score -1090484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1090548.125000 Penalty: 2954.059814
	Iteration 29Q: 3 clusters Score -1090548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1090625.750000 Penalty: 2954.059814
	Iteration 30Q: 3 clusters Score -1090626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1090691.000000 Penalty: 2954.059814
	Iteration 31Q: 3 clusters Score -1090691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1090737.875000 Penalty: 2954.059814
	Iteration 32Q: 3 clusters Score -1090738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1090766.750000 Penalty: 2954.059814
	Iteration 33Q: 3 clusters Score -1090767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1090791.500000 Penalty: 2954.059814
	Iteration 34Q: 3 clusters Score -1090792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1090810.875000 Penalty: 2954.059814
	Iteration 35Q: 3 clusters Score -1090811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1090822.000000 Penalty: 2954.059814
	Iteration 36Q: 3 clusters Score -1090822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1090826.750000 Penalty: 2954.059814
	Iteration 37Q: 3 clusters Score -1090827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1090831.250000 Penalty: 2954.059814
	Iteration 38Q: 3 clusters Score -1090831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1090838.875000 Penalty: 2954.059814
	Iteration 39Q: 3 clusters Score -1090839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1090846.875000 Penalty: 2954.059814
	Iteration 40F: 3 clusters Score -1090847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1090849.500000 Penalty: 2954.059814
	Iteration 41Q: 3 clusters Score -1090850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1090855.875000 Penalty: 2954.059814
	Iteration 42Q: 3 clusters Score -1090856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1090863.375000 Penalty: 2954.059814
	Iteration 43Q: 3 clusters Score -1090863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1090868.000000 Penalty: 2954.059814
	Iteration 44Q: 3 clusters Score -1090868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1090871.000000 Penalty: 2954.059814
	Iteration 45Q: 3 clusters Score -1090871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1090872.750000 Penalty: 2954.059814
	Iteration 46Q: 3 clusters Score -1090873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1090874.000000 Penalty: 2954.059814
	Iteration 47Q: 3 clusters Score -1090874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1090874.125000 Penalty: 2954.059814
	Iteration 48Q: 3 clusters Score -1090874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1090876.500000 Penalty: 2954.059814
	Iteration 49Q: 3 clusters Score -1090876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1090875.750000 Penalty: 2954.059814
	Iteration 50Q: 3 clusters Score -1090876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1090875.375000 Penalty: 2954.059814
	Iteration 51Q: 3 clusters Score -1090875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1090875.375000 Penalty: 2954.059814
	Iteration 52F: 3 clusters Score -1090875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -43487.023438 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -43487.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42688.613281 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -42688.61 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43747.449219 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -43747.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44026.429688 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -44026.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44282.847656 Penalty: 2038.071289
	Iteration 3Q: 3 clusters Score -44282.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44461.742188 Penalty: 2038.071289
	Iteration 4F: 3 clusters Score -44461.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44627.046875 Penalty: 2038.071289
	Iteration 5F: 3 clusters Score -44627.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44726.726562 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -44726.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44776.851562 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -44776.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44789.996094 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -44790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44792.453125 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -44792.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44802.105469 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -44802.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44806.527344 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -44806.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44812.832031 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -44812.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44817.585938 Penalty: 2038.071289
	Iteration 13Q: 3 clusters Score -44817.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44819.648438 Penalty: 2038.071289
	Iteration 14Q: 3 clusters Score -44819.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44821.203125 Penalty: 2038.071289
	Iteration 15Q: 3 clusters Score -44821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44832.855469 Penalty: 2038.071289
	Iteration 16Q: 3 clusters Score -44832.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44835.023438 Penalty: 2038.071289
	Iteration 17Q: 3 clusters Score -44835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44835.023438 Penalty: 2038.071289
	Iteration 18F: 3 clusters Score -44835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 120184 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 238 members 
Mstep: Class 35 contains 277 members 
Entering Unmasked Estep 
Score: -141660240.000000 Penalty: 79403.289062
Splitting cluster 23 changes total score from -141657600.000000 to -141660240.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (120184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Entering Unmasked Estep 
Score: -15125002.000000 Penalty: 1900.726685
	Iteration 0F: 2 clusters Score -1.5125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -15049009.000000 Penalty: 3801.453369
	Iteration 0F: 3 clusters Score -1.504901e+07 nChanged 57816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -15082739.000000 Penalty: 3801.453369
	Iteration 1F: 3 clusters Score -1.508274e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -15084137.000000 Penalty: 3801.453369
	Iteration 2Q: 3 clusters Score -1.508414e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -15086097.000000 Penalty: 3801.453369
	Iteration 3Q: 3 clusters Score -1.50861e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -15089105.000000 Penalty: 3801.453369
	Iteration 4Q: 3 clusters Score -1.50891e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -15093986.000000 Penalty: 3801.453369
	Iteration 5F: 3 clusters Score -1.509399e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -15100659.000000 Penalty: 3801.453369
	Iteration 6F: 3 clusters Score -1.510066e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -15108114.000000 Penalty: 3801.453369
	Iteration 7F: 3 clusters Score -1.510811e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -15113526.000000 Penalty: 3801.453369
	Iteration 8F: 3 clusters Score -1.511353e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -15115682.000000 Penalty: 3801.453369
	Iteration 9Q: 3 clusters Score -1.511568e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -15116367.000000 Penalty: 3801.453369
	Iteration 10Q: 3 clusters Score -1.511637e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -15116864.000000 Penalty: 3801.453369
	Iteration 11Q: 3 clusters Score -1.511686e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -15117215.000000 Penalty: 3801.453369
	Iteration 12Q: 3 clusters Score -1.511722e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -15117601.000000 Penalty: 3801.453369
	Iteration 13Q: 3 clusters Score -1.51176e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -15117956.000000 Penalty: 3801.453369
	Iteration 14Q: 3 clusters Score -1.511796e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -15118331.000000 Penalty: 3801.453369
	Iteration 15Q: 3 clusters Score -1.511833e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -15118698.000000 Penalty: 3801.453369
	Iteration 16Q: 3 clusters Score -1.51187e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -15119092.000000 Penalty: 3801.453369
	Iteration 17Q: 3 clusters Score -1.511909e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -15119380.000000 Penalty: 3801.453369
	Iteration 18Q: 3 clusters Score -1.511938e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -15119706.000000 Penalty: 3801.453369
	Iteration 19Q: 3 clusters Score -1.511971e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -15119945.000000 Penalty: 3801.453369
	Iteration 20F: 3 clusters Score -1.511994e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -15120213.000000 Penalty: 3801.453369
	Iteration 21Q: 3 clusters Score -1.512021e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -15120586.000000 Penalty: 3801.453369
	Iteration 22Q: 3 clusters Score -1.512059e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -15120915.000000 Penalty: 3801.453369
	Iteration 23Q: 3 clusters Score -1.512092e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -15121246.000000 Penalty: 3801.453369
	Iteration 24Q: 3 clusters Score -1.512125e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -15121583.000000 Penalty: 3801.453369
	Iteration 25Q: 3 clusters Score -1.512158e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 97186 members 
Entering Unmasked Estep 
Score: -15121920.000000 Penalty: 3801.453369
	Iteration 26Q: 3 clusters Score -1.512192e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -15122366.000000 Penalty: 3801.453369
	Iteration 27Q: 3 clusters Score -1.512237e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -15122898.000000 Penalty: 3801.453369
	Iteration 28Q: 3 clusters Score -1.51229e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -15123358.000000 Penalty: 3801.453369
	Iteration 29Q: 3 clusters Score -1.512336e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -15123987.000000 Penalty: 3801.453369
	Iteration 30Q: 3 clusters Score -1.512399e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
Score: -15124413.000000 Penalty: 3801.453369
	Iteration 31Q: 3 clusters Score -1.512441e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -15124910.000000 Penalty: 3801.453369
	Iteration 32Q: 3 clusters Score -1.512491e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -15125138.000000 Penalty: 3801.453369
	Iteration 33Q: 3 clusters Score -1.512514e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -15125236.000000 Penalty: 3801.453369
	Iteration 34Q: 3 clusters Score -1.512524e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 110433 members 
Entering Unmasked Estep 
Score: -15125438.000000 Penalty: 3801.453369
	Iteration 35Q: 3 clusters Score -1.512544e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -15125400.000000 Penalty: 3801.453369
	Iteration 36Q: 3 clusters Score -1.51254e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 112968 members 
Entering Unmasked Estep 
Score: -15125379.000000 Penalty: 3801.453369
	Iteration 37Q: 3 clusters Score -1.512538e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -15125430.000000 Penalty: 3801.453369
	Iteration 38Q: 3 clusters Score -1.512543e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -15125326.000000 Penalty: 3801.453369
	Iteration 39Q: 3 clusters Score -1.512533e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -15125258.000000 Penalty: 3801.453369
	Iteration 40F: 3 clusters Score -1.512526e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -15125143.000000 Penalty: 3801.453369
	Iteration 41Q: 3 clusters Score -1.512514e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -15125056.000000 Penalty: 3801.453369
	Iteration 42Q: 3 clusters Score -1.512506e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -15125053.000000 Penalty: 3801.453369
	Iteration 43Q: 3 clusters Score -1.512505e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 117550 members 
Entering Unmasked Estep 
Score: -15124977.000000 Penalty: 3801.453369
	Iteration 44Q: 3 clusters Score -1.512498e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -15124904.000000 Penalty: 3801.453369
	Iteration 45Q: 3 clusters Score -1.51249e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -15124876.000000 Penalty: 3801.453369
	Iteration 46Q: 3 clusters Score -1.512488e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -15124851.000000 Penalty: 3801.453369
	Iteration 47Q: 3 clusters Score -1.512485e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -15124778.000000 Penalty: 3801.453369
	Iteration 48Q: 3 clusters Score -1.512478e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -15124755.000000 Penalty: 3801.453369
	Iteration 49Q: 3 clusters Score -1.512476e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -15124816.000000 Penalty: 3801.453369
	Iteration 50Q: 3 clusters Score -1.512482e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 118649 members 
Entering Unmasked Estep 
Score: -15124868.000000 Penalty: 3801.453369
	Iteration 51Q: 3 clusters Score -1.512487e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -15124905.000000 Penalty: 3801.453369
	Iteration 52Q: 3 clusters Score -1.51249e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -15124935.000000 Penalty: 3801.453369
	Iteration 53Q: 3 clusters Score -1.512494e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -15124970.000000 Penalty: 3801.453369
	Iteration 54Q: 3 clusters Score -1.512497e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 118677 members 
Entering Unmasked Estep 
Score: -15124996.000000 Penalty: 3801.453369
	Iteration 55Q: 3 clusters Score -1.5125e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -15125024.000000 Penalty: 3801.453369
	Iteration 56Q: 3 clusters Score -1.512502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -15125064.000000 Penalty: 3801.453369
	Iteration 57Q: 3 clusters Score -1.512506e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
Score: -15125102.000000 Penalty: 3801.453369
	Iteration 58Q: 3 clusters Score -1.51251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 118623 members 
Entering Unmasked Estep 
Score: -15125137.000000 Penalty: 3801.453369
	Iteration 59Q: 3 clusters Score -1.512514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -15125179.000000 Penalty: 3801.453369
	Iteration 60F: 3 clusters Score -1.512518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 118576 members 
Entering Unmasked Estep 
Score: -15125207.000000 Penalty: 3801.453369
	Iteration 61Q: 3 clusters Score -1.512521e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -15125220.000000 Penalty: 3801.453369
	Iteration 62Q: 3 clusters Score -1.512522e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 118528 members 
Entering Unmasked Estep 
Score: -15125232.000000 Penalty: 3801.453369
	Iteration 63Q: 3 clusters Score -1.512523e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 118516 members 
Entering Unmasked Estep 
Score: -15125240.000000 Penalty: 3801.453369
	Iteration 64Q: 3 clusters Score -1.512524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -15125253.000000 Penalty: 3801.453369
	Iteration 65Q: 3 clusters Score -1.512525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 118486 members 
Entering Unmasked Estep 
Score: -15125250.000000 Penalty: 3801.453369
	Iteration 66Q: 3 clusters Score -1.512525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 118483 members 
Entering Unmasked Estep 
Score: -15125257.000000 Penalty: 3801.453369
	Iteration 67Q: 3 clusters Score -1.512526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -15125273.000000 Penalty: 3801.453369
	Iteration 68Q: 3 clusters Score -1.512527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 118479 members 
Entering Unmasked Estep 
Score: -15125269.000000 Penalty: 3801.453369
	Iteration 69Q: 3 clusters Score -1.512527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -15125271.000000 Penalty: 3801.453369
	Iteration 70Q: 3 clusters Score -1.512527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 118475 members 
Entering Unmasked Estep 
Score: -15125269.000000 Penalty: 3801.453369
	Iteration 71Q: 3 clusters Score -1.512527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -15125274.000000 Penalty: 3801.453369
	Iteration 72Q: 3 clusters Score -1.512527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -15125280.000000 Penalty: 3801.453369
	Iteration 73Q: 3 clusters Score -1.512528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 118452 members 
Entering Unmasked Estep 
Score: -15125276.000000 Penalty: 3801.453369
	Iteration 74Q: 3 clusters Score -1.512528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -15125276.000000 Penalty: 3801.453369
	Iteration 75Q: 3 clusters Score -1.512528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 118442 members 
Entering Unmasked Estep 
Score: -15125282.000000 Penalty: 3801.453369
	Iteration 76Q: 3 clusters Score -1.512528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -15125289.000000 Penalty: 3801.453369
	Iteration 77Q: 3 clusters Score -1.512529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -15125279.000000 Penalty: 3801.453369
	Iteration 78Q: 3 clusters Score -1.512528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -15125282.000000 Penalty: 3801.453369
	Iteration 79Q: 3 clusters Score -1.512528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -15125278.000000 Penalty: 3801.453369
	Iteration 80F: 3 clusters Score -1.512528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -15125284.000000 Penalty: 3801.453369
	Iteration 81Q: 3 clusters Score -1.512528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -15125297.000000 Penalty: 3801.453369
	Iteration 82Q: 3 clusters Score -1.51253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -15125290.000000 Penalty: 3801.453369
	Iteration 83Q: 3 clusters Score -1.512529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -15125301.000000 Penalty: 3801.453369
	Iteration 84Q: 3 clusters Score -1.51253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -15125290.000000 Penalty: 3801.453369
	Iteration 85Q: 3 clusters Score -1.512529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -15125296.000000 Penalty: 3801.453369
	Iteration 86Q: 3 clusters Score -1.51253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -15125296.000000 Penalty: 3801.453369
	Iteration 87F: 3 clusters Score -1.51253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 238 members 
Mstep: Class 35 contains 277 members 
Mstep: Class 36 contains 118428 members 
Entering Unmasked Estep 
Score: -141660272.000000 Penalty: 81671.953125
Splitting cluster 24 changes total score from -141657600.000000 to -141660272.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (4656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Entering Unmasked Estep 
Score: -553994.625000 Penalty: 1372.460815
	Iteration 0F: 2 clusters Score -553994.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -550242.875000 Penalty: 2744.921631
	Iteration 0F: 3 clusters Score -550242.9 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -551514.812500 Penalty: 2744.921631
	Iteration 1F: 3 clusters Score -551514.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -552088.500000 Penalty: 2744.921631
	Iteration 2F: 3 clusters Score -552088.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -552680.250000 Penalty: 2744.921631
	Iteration 3F: 3 clusters Score -552680.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -553118.125000 Penalty: 2744.921631
	Iteration 4F: 3 clusters Score -553118.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -553363.937500 Penalty: 2744.921631
	Iteration 5F: 3 clusters Score -553363.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -553518.250000 Penalty: 2744.921631
	Iteration 6Q: 3 clusters Score -553518.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -553649.812500 Penalty: 2744.921631
	Iteration 7Q: 3 clusters Score -553649.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -553813.500000 Penalty: 2744.921631
	Iteration 8Q: 3 clusters Score -553813.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -553966.062500 Penalty: 2744.921631
	Iteration 9Q: 3 clusters Score -553966.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -554108.562500 Penalty: 2744.921631
	Iteration 10Q: 3 clusters Score -554108.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -554198.250000 Penalty: 2744.921631
	Iteration 11Q: 3 clusters Score -554198.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -554240.312500 Penalty: 2744.921631
	Iteration 12Q: 3 clusters Score -554240.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -554258.750000 Penalty: 2744.921631
	Iteration 13Q: 3 clusters Score -554258.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -554264.125000 Penalty: 2744.921631
	Iteration 14Q: 3 clusters Score -554264.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -554268.500000 Penalty: 2744.921631
	Iteration 15Q: 3 clusters Score -554268.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -554269.125000 Penalty: 2744.921631
	Iteration 16Q: 3 clusters Score -554269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -554272.937500 Penalty: 2744.921631
	Iteration 17Q: 3 clusters Score -554272.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -554272.062500 Penalty: 2744.921631
	Iteration 18Q: 3 clusters Score -554272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -554272.687500 Penalty: 2744.921631
	Iteration 19Q: 3 clusters Score -554272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -554275.187500 Penalty: 2744.921631
	Iteration 20F: 3 clusters Score -554275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -554276.500000 Penalty: 2744.921631
	Iteration 21Q: 3 clusters Score -554276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -554277.125000 Penalty: 2744.921631
	Iteration 22Q: 3 clusters Score -554277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -554279.312500 Penalty: 2744.921631
	Iteration 23Q: 3 clusters Score -554279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -554279.125000 Penalty: 2744.921631
	Iteration 24Q: 3 clusters Score -554279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -554279.125000 Penalty: 2744.921631
	Iteration 25F: 3 clusters Score -554279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 238 members 
Mstep: Class 35 contains 277 members 
Mstep: Class 36 contains 118428 members 
Mstep: Class 37 contains 2176 members 
Entering Unmasked Estep 
Score: -141659728.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141657600.000000 to -141659728.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -78022.773438 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -78022.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76824.289062 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -76824.29 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77220.726562 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -77220.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77374.007812 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -77374.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77448.398438 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -77448.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77508.304688 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -77508.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77545.898438 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -77545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77567.851562 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -77567.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77573.421875 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -77573.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77579.914062 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -77579.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77584.367188 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -77584.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77593.625000 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -77593.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77607.625000 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -77607.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77622.585938 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -77622.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77631.796875 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -77631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77643.406250 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -77643.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77651.671875 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -77651.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77654.140625 Penalty: 2152.821289
	Iteration 16Q: 3 clusters Score -77654.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77654.460938 Penalty: 2152.821289
	Iteration 17Q: 3 clusters Score -77654.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77655.515625 Penalty: 2152.821289
	Iteration 18Q: 3 clusters Score -77655.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77655.515625 Penalty: 2152.821289
	Iteration 19F: 3 clusters Score -77655.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Entering Unmasked Estep 
Score: -1937736.750000 Penalty: 1571.340576
	Iteration 0F: 2 clusters Score -1937737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1926907.375000 Penalty: 3142.681152
	Iteration 0F: 3 clusters Score -1926907 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1930936.500000 Penalty: 3142.681152
	Iteration 1F: 3 clusters Score -1930936 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1931332.500000 Penalty: 3142.681152
	Iteration 2F: 3 clusters Score -1931332 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1931705.250000 Penalty: 3142.681152
	Iteration 3F: 3 clusters Score -1931705 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1932063.625000 Penalty: 3142.681152
	Iteration 4Q: 3 clusters Score -1932064 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1932477.375000 Penalty: 3142.681152
	Iteration 5Q: 3 clusters Score -1932477 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1932908.875000 Penalty: 3142.681152
	Iteration 6Q: 3 clusters Score -1932909 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1933377.250000 Penalty: 3142.681152
	Iteration 7Q: 3 clusters Score -1933377 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1933808.000000 Penalty: 3142.681152
	Iteration 8Q: 3 clusters Score -1933808 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1934240.500000 Penalty: 3142.681152
	Iteration 9Q: 3 clusters Score -1934240 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1934608.250000 Penalty: 3142.681152
	Iteration 10Q: 3 clusters Score -1934608 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1934867.250000 Penalty: 3142.681152
	Iteration 11Q: 3 clusters Score -1934867 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1935034.000000 Penalty: 3142.681152
	Iteration 12Q: 3 clusters Score -1935034 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1935150.750000 Penalty: 3142.681152
	Iteration 13Q: 3 clusters Score -1935151 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1935215.250000 Penalty: 3142.681152
	Iteration 14Q: 3 clusters Score -1935215 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1935270.250000 Penalty: 3142.681152
	Iteration 15Q: 3 clusters Score -1935270 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1935313.375000 Penalty: 3142.681152
	Iteration 16Q: 3 clusters Score -1935313 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1935351.625000 Penalty: 3142.681152
	Iteration 17Q: 3 clusters Score -1935352 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1935381.375000 Penalty: 3142.681152
	Iteration 18Q: 3 clusters Score -1935381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1935404.625000 Penalty: 3142.681152
	Iteration 19Q: 3 clusters Score -1935405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1935416.000000 Penalty: 3142.681152
	Iteration 20F: 3 clusters Score -1935416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1935419.125000 Penalty: 3142.681152
	Iteration 21Q: 3 clusters Score -1935419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1935432.375000 Penalty: 3142.681152
	Iteration 22Q: 3 clusters Score -1935432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1935436.875000 Penalty: 3142.681152
	Iteration 23Q: 3 clusters Score -1935437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1935439.500000 Penalty: 3142.681152
	Iteration 24Q: 3 clusters Score -1935440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1935442.250000 Penalty: 3142.681152
	Iteration 25Q: 3 clusters Score -1935442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1935453.000000 Penalty: 3142.681152
	Iteration 26Q: 3 clusters Score -1935453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1935450.625000 Penalty: 3142.681152
	Iteration 27Q: 3 clusters Score -1935451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1935457.000000 Penalty: 3142.681152
	Iteration 28Q: 3 clusters Score -1935457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1935461.125000 Penalty: 3142.681152
	Iteration 29Q: 3 clusters Score -1935461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1935461.125000 Penalty: 3142.681152
	Iteration 30Q: 3 clusters Score -1935461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1935460.750000 Penalty: 3142.681152
	Iteration 31Q: 3 clusters Score -1935461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1935460.250000 Penalty: 3142.681152
	Iteration 32Q: 3 clusters Score -1935460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1935461.250000 Penalty: 3142.681152
	Iteration 33Q: 3 clusters Score -1935461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1935462.250000 Penalty: 3142.681152
	Iteration 34Q: 3 clusters Score -1935462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1935464.625000 Penalty: 3142.681152
	Iteration 35Q: 3 clusters Score -1935465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1935463.875000 Penalty: 3142.681152
	Iteration 36Q: 3 clusters Score -1935464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1935465.750000 Penalty: 3142.681152
	Iteration 37Q: 3 clusters Score -1935466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1935467.125000 Penalty: 3142.681152
	Iteration 38Q: 3 clusters Score -1935467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1935463.750000 Penalty: 3142.681152
	Iteration 39Q: 3 clusters Score -1935464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1935464.250000 Penalty: 3142.681152
	Iteration 40F: 3 clusters Score -1935464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1935465.875000 Penalty: 3142.681152
	Iteration 41Q: 3 clusters Score -1935466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1935465.500000 Penalty: 3142.681152
	Iteration 42Q: 3 clusters Score -1935466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1935468.875000 Penalty: 3142.681152
	Iteration 43Q: 3 clusters Score -1935469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1935470.625000 Penalty: 3142.681152
	Iteration 44Q: 3 clusters Score -1935471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1935468.875000 Penalty: 3142.681152
	Iteration 45Q: 3 clusters Score -1935469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1935471.250000 Penalty: 3142.681152
	Iteration 46Q: 3 clusters Score -1935471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1935469.125000 Penalty: 3142.681152
	Iteration 47Q: 3 clusters Score -1935469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1935469.875000 Penalty: 3142.681152
	Iteration 48Q: 3 clusters Score -1935470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1935469.875000 Penalty: 3142.681152
	Iteration 49F: 3 clusters Score -1935470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Entering Unmasked Estep 
Score: -2270767.500000 Penalty: 1590.908569
	Iteration 0F: 2 clusters Score -2270768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2258576.250000 Penalty: 3181.817139
	Iteration 0F: 3 clusters Score -2258576 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2263022.000000 Penalty: 3181.817139
	Iteration 1F: 3 clusters Score -2263022 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2263427.750000 Penalty: 3181.817139
	Iteration 2F: 3 clusters Score -2263428 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2263907.500000 Penalty: 3181.817139
	Iteration 3F: 3 clusters Score -2263908 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2264523.250000 Penalty: 3181.817139
	Iteration 4F: 3 clusters Score -2264523 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2265318.250000 Penalty: 3181.817139
	Iteration 5F: 3 clusters Score -2265318 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2266271.500000 Penalty: 3181.817139
	Iteration 6F: 3 clusters Score -2266272 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2267147.500000 Penalty: 3181.817139
	Iteration 7F: 3 clusters Score -2267148 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2267825.750000 Penalty: 3181.817139
	Iteration 8Q: 3 clusters Score -2267826 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2268351.250000 Penalty: 3181.817139
	Iteration 9Q: 3 clusters Score -2268351 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2268714.250000 Penalty: 3181.817139
	Iteration 10Q: 3 clusters Score -2268714 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2268947.000000 Penalty: 3181.817139
	Iteration 11Q: 3 clusters Score -2268947 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2269111.750000 Penalty: 3181.817139
	Iteration 12Q: 3 clusters Score -2269112 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2269194.250000 Penalty: 3181.817139
	Iteration 13Q: 3 clusters Score -2269194 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2269254.500000 Penalty: 3181.817139
	Iteration 14Q: 3 clusters Score -2269254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2269298.000000 Penalty: 3181.817139
	Iteration 15Q: 3 clusters Score -2269298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2269332.750000 Penalty: 3181.817139
	Iteration 16Q: 3 clusters Score -2269333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2269349.750000 Penalty: 3181.817139
	Iteration 17Q: 3 clusters Score -2269350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2269382.750000 Penalty: 3181.817139
	Iteration 18Q: 3 clusters Score -2269383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2269397.000000 Penalty: 3181.817139
	Iteration 19Q: 3 clusters Score -2269397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2269415.000000 Penalty: 3181.817139
	Iteration 20F: 3 clusters Score -2269415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2269424.500000 Penalty: 3181.817139
	Iteration 21Q: 3 clusters Score -2269424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2269432.250000 Penalty: 3181.817139
	Iteration 22Q: 3 clusters Score -2269432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2269438.250000 Penalty: 3181.817139
	Iteration 23Q: 3 clusters Score -2269438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2269443.500000 Penalty: 3181.817139
	Iteration 24Q: 3 clusters Score -2269444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2269446.500000 Penalty: 3181.817139
	Iteration 25Q: 3 clusters Score -2269446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2269453.500000 Penalty: 3181.817139
	Iteration 26Q: 3 clusters Score -2269454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2269457.250000 Penalty: 3181.817139
	Iteration 27Q: 3 clusters Score -2269457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2269458.250000 Penalty: 3181.817139
	Iteration 28Q: 3 clusters Score -2269458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2269460.000000 Penalty: 3181.817139
	Iteration 29Q: 3 clusters Score -2269460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2269459.250000 Penalty: 3181.817139
	Iteration 30Q: 3 clusters Score -2269459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2269458.750000 Penalty: 3181.817139
	Iteration 31Q: 3 clusters Score -2269459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2269458.750000 Penalty: 3181.817139
	Iteration 32F: 3 clusters Score -2269459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -186622.593750 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -186622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184758.328125 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -184758.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -185685.578125 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -185685.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186246.890625 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -186246.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186650.484375 Penalty: 2425.033203
	Iteration 3F: 3 clusters Score -186650.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -186824.453125 Penalty: 2425.033203
	Iteration 4F: 3 clusters Score -186824.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186970.437500 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -186970.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -187101.671875 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -187101.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -187201.234375 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -187201.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187338.375000 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -187338.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -187572.875000 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -187572.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187756.734375 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -187756.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187841.859375 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -187841.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187867.234375 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -187867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -187883.203125 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -187883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -187889.515625 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -187889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187893.312500 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -187893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -187899.515625 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -187899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187902.875000 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -187902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187905.171875 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -187905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -187907.296875 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -187907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187911.046875 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -187911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187915.843750 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -187915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -187921.796875 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -187921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187931.625000 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -187931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187935.906250 Penalty: 2425.033203
	Iteration 24Q: 3 clusters Score -187935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187947.796875 Penalty: 2425.033203
	Iteration 25Q: 3 clusters Score -187947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -187963.000000 Penalty: 2425.033203
	Iteration 26Q: 3 clusters Score -187963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187977.640625 Penalty: 2425.033203
	Iteration 27Q: 3 clusters Score -187977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187993.578125 Penalty: 2425.033203
	Iteration 28Q: 3 clusters Score -187993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187998.437500 Penalty: 2425.033203
	Iteration 29Q: 3 clusters Score -187998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -188003.671875 Penalty: 2425.033203
	Iteration 30Q: 3 clusters Score -188003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -188003.671875 Penalty: 2425.033203
	Iteration 31F: 3 clusters Score -188003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 986 members 
Mstep: Class 30 contains 139483 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 238 members 
Mstep: Class 35 contains 277 members 
Mstep: Class 36 contains 118428 members 
Mstep: Class 37 contains 2176 members 
Mstep: Class 38 contains 754 members 
Entering Unmasked Estep 
Score: -141660064.000000 Penalty: 86209.281250
Splitting cluster 29 changes total score from -141657600.000000 to -141660064.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (139483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139483 members 
Entering Unmasked Estep 
Score: -17629876.000000 Penalty: 1924.926025
	Iteration 0F: 2 clusters Score -1.762988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -17548690.000000 Penalty: 3849.852051
	Iteration 0F: 3 clusters Score -1.754869e+07 nChanged 67115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -17589062.000000 Penalty: 3849.852051
	Iteration 1F: 3 clusters Score -1.758906e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -17590490.000000 Penalty: 3849.852051
	Iteration 2Q: 3 clusters Score -1.759049e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -17592436.000000 Penalty: 3849.852051
	Iteration 3Q: 3 clusters Score -1.759244e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -17594820.000000 Penalty: 3849.852051
	Iteration 4Q: 3 clusters Score -1.759482e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -17598032.000000 Penalty: 3849.852051
	Iteration 5Q: 3 clusters Score -1.759803e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -17601788.000000 Penalty: 3849.852051
	Iteration 6F: 3 clusters Score -1.760179e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -17606200.000000 Penalty: 3849.852051
	Iteration 7F: 3 clusters Score -1.76062e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -17610702.000000 Penalty: 3849.852051
	Iteration 8F: 3 clusters Score -1.76107e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -17614526.000000 Penalty: 3849.852051
	Iteration 9F: 3 clusters Score -1.761453e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -17617220.000000 Penalty: 3849.852051
	Iteration 10Q: 3 clusters Score -1.761722e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -17618846.000000 Penalty: 3849.852051
	Iteration 11Q: 3 clusters Score -1.761885e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -17619880.000000 Penalty: 3849.852051
	Iteration 12Q: 3 clusters Score -1.761988e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -17620752.000000 Penalty: 3849.852051
	Iteration 13Q: 3 clusters Score -1.762075e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -17621400.000000 Penalty: 3849.852051
	Iteration 14Q: 3 clusters Score -1.76214e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -17622138.000000 Penalty: 3849.852051
	Iteration 15Q: 3 clusters Score -1.762214e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -17622930.000000 Penalty: 3849.852051
	Iteration 16Q: 3 clusters Score -1.762293e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -17623852.000000 Penalty: 3849.852051
	Iteration 17Q: 3 clusters Score -1.762385e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -17624826.000000 Penalty: 3849.852051
	Iteration 18Q: 3 clusters Score -1.762483e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -17625654.000000 Penalty: 3849.852051
	Iteration 19Q: 3 clusters Score -1.762565e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -17626310.000000 Penalty: 3849.852051
	Iteration 20F: 3 clusters Score -1.762631e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -17627004.000000 Penalty: 3849.852051
	Iteration 21Q: 3 clusters Score -1.7627e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -17627612.000000 Penalty: 3849.852051
	Iteration 22Q: 3 clusters Score -1.762761e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -17628188.000000 Penalty: 3849.852051
	Iteration 23Q: 3 clusters Score -1.762819e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -17628544.000000 Penalty: 3849.852051
	Iteration 24Q: 3 clusters Score -1.762854e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -17628950.000000 Penalty: 3849.852051
	Iteration 25Q: 3 clusters Score -1.762895e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 110198 members 
Entering Unmasked Estep 
Score: -17629330.000000 Penalty: 3849.852051
	Iteration 26Q: 3 clusters Score -1.762933e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -17629480.000000 Penalty: 3849.852051
	Iteration 27Q: 3 clusters Score -1.762948e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -17629702.000000 Penalty: 3849.852051
	Iteration 28Q: 3 clusters Score -1.76297e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -17629906.000000 Penalty: 3849.852051
	Iteration 29Q: 3 clusters Score -1.762991e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -17629964.000000 Penalty: 3849.852051
	Iteration 30Q: 3 clusters Score -1.762996e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -17630100.000000 Penalty: 3849.852051
	Iteration 31Q: 3 clusters Score -1.76301e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -17630248.000000 Penalty: 3849.852051
	Iteration 32Q: 3 clusters Score -1.763025e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -17630318.000000 Penalty: 3849.852051
	Iteration 33Q: 3 clusters Score -1.763032e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 115421 members 
Entering Unmasked Estep 
Score: -17630346.000000 Penalty: 3849.852051
	Iteration 34Q: 3 clusters Score -1.763035e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 115947 members 
Entering Unmasked Estep 
Score: -17630402.000000 Penalty: 3849.852051
	Iteration 35Q: 3 clusters Score -1.76304e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -17630434.000000 Penalty: 3849.852051
	Iteration 36Q: 3 clusters Score -1.763043e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 116922 members 
Entering Unmasked Estep 
Score: -17630458.000000 Penalty: 3849.852051
	Iteration 37Q: 3 clusters Score -1.763046e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -17630364.000000 Penalty: 3849.852051
	Iteration 38Q: 3 clusters Score -1.763036e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -17630358.000000 Penalty: 3849.852051
	Iteration 39Q: 3 clusters Score -1.763036e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 118248 members 
Entering Unmasked Estep 
Score: -17630302.000000 Penalty: 3849.852051
	Iteration 40F: 3 clusters Score -1.76303e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 118579 members 
Entering Unmasked Estep 
Score: -17630316.000000 Penalty: 3849.852051
	Iteration 41Q: 3 clusters Score -1.763032e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -17630240.000000 Penalty: 3849.852051
	Iteration 42Q: 3 clusters Score -1.763024e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 119244 members 
Entering Unmasked Estep 
Score: -17630258.000000 Penalty: 3849.852051
	Iteration 43Q: 3 clusters Score -1.763026e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -17630292.000000 Penalty: 3849.852051
	Iteration 44Q: 3 clusters Score -1.763029e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 119849 members 
Entering Unmasked Estep 
Score: -17630272.000000 Penalty: 3849.852051
	Iteration 45Q: 3 clusters Score -1.763027e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -17630304.000000 Penalty: 3849.852051
	Iteration 46Q: 3 clusters Score -1.76303e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 120414 members 
Entering Unmasked Estep 
Score: -17630282.000000 Penalty: 3849.852051
	Iteration 47Q: 3 clusters Score -1.763028e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 120658 members 
Entering Unmasked Estep 
Score: -17630210.000000 Penalty: 3849.852051
	Iteration 48Q: 3 clusters Score -1.763021e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -17630180.000000 Penalty: 3849.852051
	Iteration 49Q: 3 clusters Score -1.763018e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 121178 members 
Entering Unmasked Estep 
Score: -17630132.000000 Penalty: 3849.852051
	Iteration 50Q: 3 clusters Score -1.763013e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 121451 members 
Entering Unmasked Estep 
Score: -17630102.000000 Penalty: 3849.852051
	Iteration 51Q: 3 clusters Score -1.76301e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -17630006.000000 Penalty: 3849.852051
	Iteration 52Q: 3 clusters Score -1.763001e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 121974 members 
Entering Unmasked Estep 
Score: -17629964.000000 Penalty: 3849.852051
	Iteration 53Q: 3 clusters Score -1.762996e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 122226 members 
Entering Unmasked Estep 
Score: -17629898.000000 Penalty: 3849.852051
	Iteration 54Q: 3 clusters Score -1.76299e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -17629886.000000 Penalty: 3849.852051
	Iteration 55Q: 3 clusters Score -1.762989e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -17629846.000000 Penalty: 3849.852051
	Iteration 56Q: 3 clusters Score -1.762985e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -17629772.000000 Penalty: 3849.852051
	Iteration 57Q: 3 clusters Score -1.762977e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 123338 members 
Entering Unmasked Estep 
Score: -17629712.000000 Penalty: 3849.852051
	Iteration 58Q: 3 clusters Score -1.762971e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -17629648.000000 Penalty: 3849.852051
	Iteration 59Q: 3 clusters Score -1.762965e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -17629522.000000 Penalty: 3849.852051
	Iteration 60F: 3 clusters Score -1.762952e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -17629502.000000 Penalty: 3849.852051
	Iteration 61Q: 3 clusters Score -1.76295e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -17629454.000000 Penalty: 3849.852051
	Iteration 62Q: 3 clusters Score -1.762945e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 124784 members 
Entering Unmasked Estep 
Score: -17629420.000000 Penalty: 3849.852051
	Iteration 63Q: 3 clusters Score -1.762942e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 125072 members 
Entering Unmasked Estep 
Score: -17629422.000000 Penalty: 3849.852051
	Iteration 64Q: 3 clusters Score -1.762942e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -17629370.000000 Penalty: 3849.852051
	Iteration 65Q: 3 clusters Score -1.762937e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -17629308.000000 Penalty: 3849.852051
	Iteration 66Q: 3 clusters Score -1.762931e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -17629266.000000 Penalty: 3849.852051
	Iteration 67Q: 3 clusters Score -1.762927e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -17629250.000000 Penalty: 3849.852051
	Iteration 68Q: 3 clusters Score -1.762925e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -17629174.000000 Penalty: 3849.852051
	Iteration 69Q: 3 clusters Score -1.762917e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 126655 members 
Entering Unmasked Estep 
Score: -17629152.000000 Penalty: 3849.852051
	Iteration 70Q: 3 clusters Score -1.762915e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -17629132.000000 Penalty: 3849.852051
	Iteration 71Q: 3 clusters Score -1.762913e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 127148 members 
Entering Unmasked Estep 
Score: -17629090.000000 Penalty: 3849.852051
	Iteration 72Q: 3 clusters Score -1.762909e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 127404 members 
Entering Unmasked Estep 
Score: -17629102.000000 Penalty: 3849.852051
	Iteration 73Q: 3 clusters Score -1.76291e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -17629038.000000 Penalty: 3849.852051
	Iteration 74Q: 3 clusters Score -1.762904e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 127944 members 
Entering Unmasked Estep 
Score: -17628990.000000 Penalty: 3849.852051
	Iteration 75Q: 3 clusters Score -1.762899e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -17628932.000000 Penalty: 3849.852051
	Iteration 76Q: 3 clusters Score -1.762893e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -17628926.000000 Penalty: 3849.852051
	Iteration 77Q: 3 clusters Score -1.762893e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -17628882.000000 Penalty: 3849.852051
	Iteration 78Q: 3 clusters Score -1.762888e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 129261 members 
Entering Unmasked Estep 
Score: -17628878.000000 Penalty: 3849.852051
	Iteration 79Q: 3 clusters Score -1.762888e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -17628870.000000 Penalty: 3849.852051
	Iteration 80F: 3 clusters Score -1.762887e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 129904 members 
Entering Unmasked Estep 
Score: -17628774.000000 Penalty: 3849.852051
	Iteration 81Q: 3 clusters Score -1.762877e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 130213 members 
Entering Unmasked Estep 
Score: -17628732.000000 Penalty: 3849.852051
	Iteration 82Q: 3 clusters Score -1.762873e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -17628776.000000 Penalty: 3849.852051
	Iteration 83Q: 3 clusters Score -1.762878e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 130809 members 
Entering Unmasked Estep 
Score: -17628756.000000 Penalty: 3849.852051
	Iteration 84Q: 3 clusters Score -1.762876e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 131129 members 
Entering Unmasked Estep 
Score: -17628762.000000 Penalty: 3849.852051
	Iteration 85Q: 3 clusters Score -1.762876e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -17628752.000000 Penalty: 3849.852051
	Iteration 86Q: 3 clusters Score -1.762875e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -17628854.000000 Penalty: 3849.852051
	Iteration 87Q: 3 clusters Score -1.762885e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -17628870.000000 Penalty: 3849.852051
	Iteration 88Q: 3 clusters Score -1.762887e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 132359 members 
Entering Unmasked Estep 
Score: -17628804.000000 Penalty: 3849.852051
	Iteration 89Q: 3 clusters Score -1.76288e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 132627 members 
Entering Unmasked Estep 
Score: -17628788.000000 Penalty: 3849.852051
	Iteration 90Q: 3 clusters Score -1.762879e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -17628760.000000 Penalty: 3849.852051
	Iteration 91Q: 3 clusters Score -1.762876e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -17628718.000000 Penalty: 3849.852051
	Iteration 92Q: 3 clusters Score -1.762872e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 133333 members 
Entering Unmasked Estep 
Score: -17628696.000000 Penalty: 3849.852051
	Iteration 93Q: 3 clusters Score -1.76287e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 133535 members 
Entering Unmasked Estep 
Score: -17628670.000000 Penalty: 3849.852051
	Iteration 94Q: 3 clusters Score -1.762867e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 133758 members 
Entering Unmasked Estep 
Score: -17628678.000000 Penalty: 3849.852051
	Iteration 95Q: 3 clusters Score -1.762868e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 133985 members 
Entering Unmasked Estep 
Score: -17628694.000000 Penalty: 3849.852051
	Iteration 96Q: 3 clusters Score -1.762869e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 134213 members 
Entering Unmasked Estep 
Score: -17628740.000000 Penalty: 3849.852051
	Iteration 97Q: 3 clusters Score -1.762874e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 134457 members 
Entering Unmasked Estep 
Score: -17628698.000000 Penalty: 3849.852051
	Iteration 98Q: 3 clusters Score -1.76287e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 134697 members 
Entering Unmasked Estep 
Score: -17628706.000000 Penalty: 3849.852051
	Iteration 99Q: 3 clusters Score -1.762871e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 134922 members 
Entering Unmasked Estep 
Score: -17628684.000000 Penalty: 3849.852051
	Iteration 100F: 3 clusters Score -1.762868e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -17628626.000000 Penalty: 3849.852051
	Iteration 101Q: 3 clusters Score -1.762863e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 135305 members 
Entering Unmasked Estep 
Score: -17628622.000000 Penalty: 3849.852051
	Iteration 102Q: 3 clusters Score -1.762862e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 135499 members 
Entering Unmasked Estep 
Score: -17628612.000000 Penalty: 3849.852051
	Iteration 103Q: 3 clusters Score -1.762861e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -17628564.000000 Penalty: 3849.852051
	Iteration 104Q: 3 clusters Score -1.762856e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 135853 members 
Entering Unmasked Estep 
Score: -17628586.000000 Penalty: 3849.852051
	Iteration 105Q: 3 clusters Score -1.762859e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -17628600.000000 Penalty: 3849.852051
	Iteration 106Q: 3 clusters Score -1.76286e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 136166 members 
Entering Unmasked Estep 
Score: -17628590.000000 Penalty: 3849.852051
	Iteration 107Q: 3 clusters Score -1.762859e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -17628576.000000 Penalty: 3849.852051
	Iteration 108Q: 3 clusters Score -1.762858e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 136436 members 
Entering Unmasked Estep 
Score: -17628548.000000 Penalty: 3849.852051
	Iteration 109Q: 3 clusters Score -1.762855e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -17628576.000000 Penalty: 3849.852051
	Iteration 110Q: 3 clusters Score -1.762858e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -17628576.000000 Penalty: 3849.852051
	Iteration 111Q: 3 clusters Score -1.762858e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 136759 members 
Entering Unmasked Estep 
Score: -17628592.000000 Penalty: 3849.852051
	Iteration 112Q: 3 clusters Score -1.762859e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -17628568.000000 Penalty: 3849.852051
	Iteration 113Q: 3 clusters Score -1.762857e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -17628564.000000 Penalty: 3849.852051
	Iteration 114Q: 3 clusters Score -1.762856e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -17628582.000000 Penalty: 3849.852051
	Iteration 115Q: 3 clusters Score -1.762858e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 137087 members 
Entering Unmasked Estep 
Score: -17628586.000000 Penalty: 3849.852051
	Iteration 116Q: 3 clusters Score -1.762859e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -17628552.000000 Penalty: 3849.852051
	Iteration 117Q: 3 clusters Score -1.762855e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -17628578.000000 Penalty: 3849.852051
	Iteration 118Q: 3 clusters Score -1.762858e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 137281 members 
Entering Unmasked Estep 
Score: -17628568.000000 Penalty: 3849.852051
	Iteration 119Q: 3 clusters Score -1.762857e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 137338 members 
Entering Unmasked Estep 
Score: -17628564.000000 Penalty: 3849.852051
	Iteration 120F: 3 clusters Score -1.762856e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 137384 members 
Entering Unmasked Estep 
Score: -17628590.000000 Penalty: 3849.852051
	Iteration 121Q: 3 clusters Score -1.762859e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -17628578.000000 Penalty: 3849.852051
	Iteration 122Q: 3 clusters Score -1.762858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 137478 members 
Entering Unmasked Estep 
Score: -17628594.000000 Penalty: 3849.852051
	Iteration 123Q: 3 clusters Score -1.762859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -17628568.000000 Penalty: 3849.852051
	Iteration 124Q: 3 clusters Score -1.762857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -17628560.000000 Penalty: 3849.852051
	Iteration 125Q: 3 clusters Score -1.762856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -17628550.000000 Penalty: 3849.852051
	Iteration 126Q: 3 clusters Score -1.762855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -17628558.000000 Penalty: 3849.852051
	Iteration 127Q: 3 clusters Score -1.762856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 137576 members 
Entering Unmasked Estep 
Score: -17628562.000000 Penalty: 3849.852051
	Iteration 128Q: 3 clusters Score -1.762856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 137595 members 
Entering Unmasked Estep 
Score: -17628570.000000 Penalty: 3849.852051
	Iteration 129Q: 3 clusters Score -1.762857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -17628572.000000 Penalty: 3849.852051
	Iteration 130Q: 3 clusters Score -1.762857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -17628576.000000 Penalty: 3849.852051
	Iteration 131Q: 3 clusters Score -1.762858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 137673 members 
Entering Unmasked Estep 
Score: -17628588.000000 Penalty: 3849.852051
	Iteration 132Q: 3 clusters Score -1.762859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -17628592.000000 Penalty: 3849.852051
	Iteration 133Q: 3 clusters Score -1.762859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -17628594.000000 Penalty: 3849.852051
	Iteration 134Q: 3 clusters Score -1.762859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 137760 members 
Entering Unmasked Estep 
Score: -17628606.000000 Penalty: 3849.852051
	Iteration 135Q: 3 clusters Score -1.762861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 137777 members 
Entering Unmasked Estep 
Score: -17628612.000000 Penalty: 3849.852051
	Iteration 136Q: 3 clusters Score -1.762861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 137788 members 
Entering Unmasked Estep 
Score: -17628614.000000 Penalty: 3849.852051
	Iteration 137Q: 3 clusters Score -1.762861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 137799 members 
Entering Unmasked Estep 
Score: -17628610.000000 Penalty: 3849.852051
	Iteration 138Q: 3 clusters Score -1.762861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 137817 members 
Entering Unmasked Estep 
Score: -17628614.000000 Penalty: 3849.852051
	Iteration 139Q: 3 clusters Score -1.762861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -17628586.000000 Penalty: 3849.852051
	Iteration 140F: 3 clusters Score -1.762859e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 137871 members 
Entering Unmasked Estep 
Score: -17628590.000000 Penalty: 3849.852051
	Iteration 141Q: 3 clusters Score -1.762859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -17628624.000000 Penalty: 3849.852051
	Iteration 142Q: 3 clusters Score -1.762862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 137915 members 
Entering Unmasked Estep 
Score: -17628610.000000 Penalty: 3849.852051
	Iteration 143Q: 3 clusters Score -1.762861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -17628604.000000 Penalty: 3849.852051
	Iteration 144Q: 3 clusters Score -1.76286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -17628612.000000 Penalty: 3849.852051
	Iteration 145Q: 3 clusters Score -1.762861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -17628624.000000 Penalty: 3849.852051
	Iteration 146Q: 3 clusters Score -1.762862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 137974 members 
Entering Unmasked Estep 
Score: -17628612.000000 Penalty: 3849.852051
	Iteration 147Q: 3 clusters Score -1.762861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -17628628.000000 Penalty: 3849.852051
	Iteration 148Q: 3 clusters Score -1.762863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 138015 members 
Entering Unmasked Estep 
Score: -17628606.000000 Penalty: 3849.852051
	Iteration 149Q: 3 clusters Score -1.762861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 138030 members 
Entering Unmasked Estep 
Score: -17628612.000000 Penalty: 3849.852051
	Iteration 150Q: 3 clusters Score -1.762861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 138044 members 
Entering Unmasked Estep 
Score: -17628626.000000 Penalty: 3849.852051
	Iteration 151Q: 3 clusters Score -1.762863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 138060 members 
Entering Unmasked Estep 
Score: -17628608.000000 Penalty: 3849.852051
	Iteration 152Q: 3 clusters Score -1.762861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 138081 members 
Entering Unmasked Estep 
Score: -17628612.000000 Penalty: 3849.852051
	Iteration 153Q: 3 clusters Score -1.762861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 138089 members 
Entering Unmasked Estep 
Score: -17628626.000000 Penalty: 3849.852051
	Iteration 154Q: 3 clusters Score -1.762863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 138101 members 
Entering Unmasked Estep 
Score: -17628636.000000 Penalty: 3849.852051
	Iteration 155Q: 3 clusters Score -1.762864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 138120 members 
Entering Unmasked Estep 
Score: -17628634.000000 Penalty: 3849.852051
	Iteration 156Q: 3 clusters Score -1.762863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 138144 members 
Entering Unmasked Estep 
Score: -17628630.000000 Penalty: 3849.852051
	Iteration 157Q: 3 clusters Score -1.762863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 138170 members 
Entering Unmasked Estep 
Score: -17628634.000000 Penalty: 3849.852051
	Iteration 158Q: 3 clusters Score -1.762863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 138190 members 
Entering Unmasked Estep 
Score: -17628626.000000 Penalty: 3849.852051
	Iteration 159Q: 3 clusters Score -1.762863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 138206 members 
Entering Unmasked Estep 
Score: -17628630.000000 Penalty: 3849.852051
	Iteration 160F: 3 clusters Score -1.762863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 138226 members 
Entering Unmasked Estep 
Score: -17628640.000000 Penalty: 3849.852051
	Iteration 161Q: 3 clusters Score -1.762864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -17628634.000000 Penalty: 3849.852051
	Iteration 162Q: 3 clusters Score -1.762863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 138270 members 
Entering Unmasked Estep 
Score: -17628650.000000 Penalty: 3849.852051
	Iteration 163Q: 3 clusters Score -1.762865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 138293 members 
Entering Unmasked Estep 
Score: -17628646.000000 Penalty: 3849.852051
	Iteration 164Q: 3 clusters Score -1.762865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 138311 members 
Entering Unmasked Estep 
Score: -17628662.000000 Penalty: 3849.852051
	Iteration 165Q: 3 clusters Score -1.762866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 138328 members 
Entering Unmasked Estep 
Score: -17628668.000000 Penalty: 3849.852051
	Iteration 166Q: 3 clusters Score -1.762867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 138341 members 
Entering Unmasked Estep 
Score: -17628662.000000 Penalty: 3849.852051
	Iteration 167Q: 3 clusters Score -1.762866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -17628658.000000 Penalty: 3849.852051
	Iteration 168Q: 3 clusters Score -1.762866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 138355 members 
Entering Unmasked Estep 
Score: -17628664.000000 Penalty: 3849.852051
	Iteration 169Q: 3 clusters Score -1.762866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 138365 members 
Entering Unmasked Estep 
Score: -17628668.000000 Penalty: 3849.852051
	Iteration 170Q: 3 clusters Score -1.762867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -17628678.000000 Penalty: 3849.852051
	Iteration 171Q: 3 clusters Score -1.762868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -17628686.000000 Penalty: 3849.852051
	Iteration 172Q: 3 clusters Score -1.762869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 138394 members 
Entering Unmasked Estep 
Score: -17628682.000000 Penalty: 3849.852051
	Iteration 173Q: 3 clusters Score -1.762868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 138405 members 
Entering Unmasked Estep 
Score: -17628670.000000 Penalty: 3849.852051
	Iteration 174Q: 3 clusters Score -1.762867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 138416 members 
Entering Unmasked Estep 
Score: -17628670.000000 Penalty: 3849.852051
	Iteration 175Q: 3 clusters Score -1.762867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 138421 members 
Entering Unmasked Estep 
Score: -17628658.000000 Penalty: 3849.852051
	Iteration 176Q: 3 clusters Score -1.762866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -17628664.000000 Penalty: 3849.852051
	Iteration 177Q: 3 clusters Score -1.762866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -17628660.000000 Penalty: 3849.852051
	Iteration 178Q: 3 clusters Score -1.762866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 138440 members 
Entering Unmasked Estep 
Score: -17628676.000000 Penalty: 3849.852051
	Iteration 179Q: 3 clusters Score -1.762868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 138450 members 
Entering Unmasked Estep 
Score: -17628664.000000 Penalty: 3849.852051
	Iteration 180F: 3 clusters Score -1.762866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -17628672.000000 Penalty: 3849.852051
	Iteration 181Q: 3 clusters Score -1.762867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 138461 members 
Entering Unmasked Estep 
Score: -17628666.000000 Penalty: 3849.852051
	Iteration 182Q: 3 clusters Score -1.762867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -17628648.000000 Penalty: 3849.852051
	Iteration 183Q: 3 clusters Score -1.762865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 138475 members 
Entering Unmasked Estep 
Score: -17628638.000000 Penalty: 3849.852051
	Iteration 184Q: 3 clusters Score -1.762864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 138479 members 
Entering Unmasked Estep 
Score: -17628622.000000 Penalty: 3849.852051
	Iteration 185Q: 3 clusters Score -1.762862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -17628630.000000 Penalty: 3849.852051
	Iteration 186Q: 3 clusters Score -1.762863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -17628634.000000 Penalty: 3849.852051
	Iteration 187Q: 3 clusters Score -1.762863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 138482 members 
Entering Unmasked Estep 
Score: -17628626.000000 Penalty: 3849.852051
	Iteration 188Q: 3 clusters Score -1.762863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 138482 members 
Entering Unmasked Estep 
Score: -17628626.000000 Penalty: 3849.852051
	Iteration 189F: 3 clusters Score -1.762863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 109012 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 127551 members 
Mstep: Class 11 contains 41465 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 123632 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 15832 members 
Mstep: Class 28 contains 17858 members 
Mstep: Class 29 contains 986 members 
Mstep: Class 30 contains 139483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141663008.000000 Penalty: 86209.281250
Iteration 79Q: 39 clusters Score -1.41663e+08 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 10293 members 
Mstep: Class 3 contains 109003 members 
Mstep: Class 4 contains 8318 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 766 members 
Mstep: Class 8 contains 7993 members 
Mstep: Class 9 contains 115000 members 
Mstep: Class 10 contains 126486 members 
Mstep: Class 11 contains 42422 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 259 members 
Mstep: Class 14 contains 15139 members 
Mstep: Class 15 contains 31087 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 123655 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 123698 members 
Mstep: Class 21 contains 161 members 
Mstep: Class 22 contains 8935 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 747 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 17936 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 139599 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 383 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 255 members 
Mstep: Class 36 contains 117486 members 
Mstep: Class 37 contains 2080 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141669264.000000 Penalty: 86209.281250
Iteration 80F: 39 clusters Score -1.416693e+08 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 10274 members 
Mstep: Class 3 contains 108965 members 
Mstep: Class 4 contains 8315 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 7880 members 
Mstep: Class 9 contains 114765 members 
Mstep: Class 10 contains 125615 members 
Mstep: Class 11 contains 43105 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 15 contains 31095 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 123554 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 123533 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 8993 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 1807 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 743 members 
Mstep: Class 27 contains 15885 members 
Mstep: Class 28 contains 17981 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 139531 members 
Mstep: Class 31 contains 2125 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 254 members 
Mstep: Class 36 contains 117659 members 
Mstep: Class 37 contains 2132 members 
Mstep: Class 38 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141671824.000000 Penalty: 86209.281250
Iteration 81Q: 39 clusters Score -1.416718e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 10249 members 
Mstep: Class 3 contains 108926 members 
Mstep: Class 4 contains 8312 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 7778 members 
Mstep: Class 9 contains 114686 members 
Mstep: Class 10 contains 125045 members 
Mstep: Class 11 contains 43676 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 304 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 31108 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 123431 members 
Mstep: Class 19 contains 567 members 
Mstep: Class 20 contains 123403 members 
Mstep: Class 21 contains 183 members 
Mstep: Class 22 contains 9048 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 734 members 
Mstep: Class 27 contains 15906 members 
Mstep: Class 28 contains 18017 members 
Mstep: Class 29 contains 970 members 
Mstep: Class 30 contains 139370 members 
Mstep: Class 31 contains 2161 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 117571 members 
Mstep: Class 37 contains 2144 members 
Mstep: Class 38 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141672272.000000 Penalty: 86209.281250
Iteration 82Q: 39 clusters Score -1.416723e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 10248 members 
Mstep: Class 3 contains 108898 members 
Mstep: Class 4 contains 8307 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 114610 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 44177 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 307 members 
Mstep: Class 14 contains 17008 members 
Mstep: Class 15 contains 31129 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 123326 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 123276 members 
Mstep: Class 21 contains 184 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 335 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 15915 members 
Mstep: Class 28 contains 18053 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 139243 members 
Mstep: Class 31 contains 2217 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 117289 members 
Mstep: Class 37 contains 2156 members 
Mstep: Class 38 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141672944.000000 Penalty: 86209.281250
Iteration 83Q: 39 clusters Score -1.416729e+08 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 10247 members 
Mstep: Class 3 contains 108855 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 699 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 114481 members 
Mstep: Class 10 contains 124247 members 
Mstep: Class 11 contains 44604 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 17726 members 
Mstep: Class 15 contains 31161 members 
Mstep: Class 16 contains 1743 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 123218 members 
Mstep: Class 19 contains 603 members 
Mstep: Class 20 contains 123153 members 
Mstep: Class 21 contains 186 members 
Mstep: Class 22 contains 9145 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 1889 members 
Mstep: Class 25 contains 2448 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 18085 members 
Mstep: Class 29 contains 963 members 
Mstep: Class 30 contains 139112 members 
Mstep: Class 31 contains 2279 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 262 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 116994 members 
Mstep: Class 37 contains 2166 members 
Mstep: Class 38 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141673968.000000 Penalty: 86209.281250
Iteration 84Q: 39 clusters Score -1.41674e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 10231 members 
Mstep: Class 3 contains 108800 members 
Mstep: Class 4 contains 8300 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 697 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 114401 members 
Mstep: Class 10 contains 123960 members 
Mstep: Class 11 contains 45009 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 18452 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 1741 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 123072 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 123009 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9194 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 1917 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 714 members 
Mstep: Class 27 contains 15949 members 
Mstep: Class 28 contains 18115 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 138959 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 321 members 
Mstep: Class 34 contains 267 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 116667 members 
Mstep: Class 37 contains 2186 members 
Mstep: Class 38 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141674816.000000 Penalty: 86209.281250
Iteration 85Q: 39 clusters Score -1.416748e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 10237 members 
Mstep: Class 3 contains 108744 members 
Mstep: Class 4 contains 8294 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 692 members 
Mstep: Class 8 contains 7453 members 
Mstep: Class 9 contains 114387 members 
Mstep: Class 10 contains 123720 members 
Mstep: Class 11 contains 45389 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 312 members 
Mstep: Class 14 contains 19178 members 
Mstep: Class 15 contains 31204 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 122945 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 122776 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 351 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 15955 members 
Mstep: Class 28 contains 18134 members 
Mstep: Class 29 contains 938 members 
Mstep: Class 30 contains 138829 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 321 members 
Mstep: Class 34 contains 269 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 116319 members 
Mstep: Class 37 contains 2199 members 
Mstep: Class 38 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141675376.000000 Penalty: 86209.281250
Iteration 86Q: 39 clusters Score -1.416754e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 10229 members 
Mstep: Class 3 contains 108693 members 
Mstep: Class 4 contains 8292 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 7391 members 
Mstep: Class 9 contains 114370 members 
Mstep: Class 10 contains 123521 members 
Mstep: Class 11 contains 45697 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 19939 members 
Mstep: Class 15 contains 31213 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 5071 members 
Mstep: Class 18 contains 122807 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 20 contains 122627 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 1968 members 
Mstep: Class 25 contains 2371 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 15969 members 
Mstep: Class 28 contains 18164 members 
Mstep: Class 29 contains 933 members 
Mstep: Class 30 contains 138714 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 322 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 283 members 
Mstep: Class 36 contains 115864 members 
Mstep: Class 37 contains 2221 members 
Mstep: Class 38 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141676464.000000 Penalty: 86209.281250
Iteration 87Q: 39 clusters Score -1.416765e+08 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 10220 members 
Mstep: Class 3 contains 108638 members 
Mstep: Class 4 contains 8293 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 114268 members 
Mstep: Class 10 contains 123398 members 
Mstep: Class 11 contains 45984 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 20745 members 
Mstep: Class 15 contains 31207 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5062 members 
Mstep: Class 18 contains 122718 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 122473 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9337 members 
Mstep: Class 23 contains 378 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 15983 members 
Mstep: Class 28 contains 18208 members 
Mstep: Class 29 contains 923 members 
Mstep: Class 30 contains 138596 members 
Mstep: Class 31 contains 2509 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 285 members 
Mstep: Class 36 contains 115381 members 
Mstep: Class 37 contains 2237 members 
Mstep: Class 38 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141676976.000000 Penalty: 86209.281250
Iteration 88Q: 39 clusters Score -1.41677e+08 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 10211 members 
Mstep: Class 3 contains 108601 members 
Mstep: Class 4 contains 8293 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 7239 members 
Mstep: Class 9 contains 114225 members 
Mstep: Class 10 contains 123269 members 
Mstep: Class 11 contains 46222 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 21561 members 
Mstep: Class 15 contains 31216 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5041 members 
Mstep: Class 18 contains 122641 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 122332 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9368 members 
Mstep: Class 23 contains 394 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 675 members 
Mstep: Class 27 contains 15996 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 905 members 
Mstep: Class 30 contains 138466 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 325 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 114849 members 
Mstep: Class 37 contains 2245 members 
Mstep: Class 38 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141677728.000000 Penalty: 86209.281250
Iteration 89Q: 39 clusters Score -1.416777e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 10217 members 
Mstep: Class 3 contains 108571 members 
Mstep: Class 4 contains 8293 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 673 members 
Mstep: Class 8 contains 7172 members 
Mstep: Class 9 contains 114178 members 
Mstep: Class 10 contains 123060 members 
Mstep: Class 11 contains 46453 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 22424 members 
Mstep: Class 15 contains 31206 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 122540 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 20 contains 122181 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9397 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 2055 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 15997 members 
Mstep: Class 28 contains 18306 members 
Mstep: Class 29 contains 891 members 
Mstep: Class 30 contains 138364 members 
Mstep: Class 31 contains 2605 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 325 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 114373 members 
Mstep: Class 37 contains 2251 members 
Mstep: Class 38 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141678320.000000 Penalty: 86209.281250
Iteration 90Q: 39 clusters Score -1.416783e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 108530 members 
Mstep: Class 4 contains 8290 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 672 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 114137 members 
Mstep: Class 10 contains 122852 members 
Mstep: Class 11 contains 46683 members 
Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 23390 members 
Mstep: Class 15 contains 31202 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 5033 members 
Mstep: Class 18 contains 122441 members 
Mstep: Class 19 contains 693 members 
Mstep: Class 20 contains 121991 members 
Mstep: Class 21 contains 186 members 
Mstep: Class 22 contains 9438 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 2093 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 15999 members 
Mstep: Class 28 contains 18355 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 138270 members 
Mstep: Class 31 contains 2650 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 325 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 288 members 
Mstep: Class 36 contains 113827 members 
Mstep: Class 37 contains 2256 members 
Mstep: Class 38 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141678896.000000 Penalty: 86209.281250
Iteration 91Q: 39 clusters Score -1.416789e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 10236 members 
Mstep: Class 3 contains 108485 members 
Mstep: Class 4 contains 8288 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 670 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 114044 members 
Mstep: Class 10 contains 122614 members 
Mstep: Class 11 contains 46909 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 24393 members 
Mstep: Class 15 contains 31213 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 5030 members 
Mstep: Class 18 contains 122372 members 
Mstep: Class 19 contains 703 members 
Mstep: Class 20 contains 121786 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9477 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 2130 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 15997 members 
Mstep: Class 28 contains 18396 members 
Mstep: Class 29 contains 882 members 
Mstep: Class 30 contains 138187 members 
Mstep: Class 31 contains 2688 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 327 members 
Mstep: Class 34 contains 286 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 113289 members 
Mstep: Class 37 contains 2259 members 
Mstep: Class 38 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141679456.000000 Penalty: 86209.281250
Iteration 92Q: 39 clusters Score -1.416795e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 10238 members 
Mstep: Class 3 contains 108416 members 
Mstep: Class 4 contains 8284 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 670 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 113967 members 
Mstep: Class 10 contains 122463 members 
Mstep: Class 11 contains 47079 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 25456 members 
Mstep: Class 15 contains 31232 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 122257 members 
Mstep: Class 19 contains 708 members 
Mstep: Class 20 contains 121611 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9506 members 
Mstep: Class 23 contains 404 members 
Mstep: Class 24 contains 2164 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 15986 members 
Mstep: Class 28 contains 18427 members 
Mstep: Class 29 contains 878 members 
Mstep: Class 30 contains 138089 members 
Mstep: Class 31 contains 2719 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 290 members 
Mstep: Class 36 contains 112714 members 
Mstep: Class 37 contains 2264 members 
Mstep: Class 38 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141679968.000000 Penalty: 86209.281250
Iteration 93Q: 39 clusters Score -1.4168e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 10232 members 
Mstep: Class 3 contains 108358 members 
Mstep: Class 4 contains 8285 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 113918 members 
Mstep: Class 10 contains 122377 members 
Mstep: Class 11 contains 47260 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 26564 members 
Mstep: Class 15 contains 31231 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 5027 members 
Mstep: Class 18 contains 122143 members 
Mstep: Class 19 contains 716 members 
Mstep: Class 20 contains 121381 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 404 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 654 members 
Mstep: Class 27 contains 15985 members 
Mstep: Class 28 contains 18452 members 
Mstep: Class 29 contains 877 members 
Mstep: Class 30 contains 137985 members 
Mstep: Class 31 contains 2745 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 290 members 
Mstep: Class 35 contains 292 members 
Mstep: Class 36 contains 112066 members 
Mstep: Class 37 contains 2264 members 
Mstep: Class 38 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141680512.000000 Penalty: 86209.281250
Iteration 94Q: 39 clusters Score -1.416805e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 10230 members 
Mstep: Class 3 contains 108291 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 3105 members 
Mstep: Class 7 contains 665 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 113818 members 
Mstep: Class 10 contains 122266 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 27684 members 
Mstep: Class 15 contains 31223 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 121963 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 121144 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9558 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 2210 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 15990 members 
Mstep: Class 28 contains 18484 members 
Mstep: Class 29 contains 873 members 
Mstep: Class 30 contains 137864 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 294 members 
Mstep: Class 36 contains 111579 members 
Mstep: Class 37 contains 2263 members 
Mstep: Class 38 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141681456.000000 Penalty: 86209.281250
Iteration 95Q: 39 clusters Score -1.416815e+08 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110339 members 
Mstep: Class 2 contains 10227 members 
Mstep: Class 3 contains 108234 members 
Mstep: Class 4 contains 8279 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 661 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 113733 members 
Mstep: Class 10 contains 122119 members 
Mstep: Class 11 contains 47564 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 28879 members 
Mstep: Class 15 contains 31212 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 121787 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 120972 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9579 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 15992 members 
Mstep: Class 28 contains 18509 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 137757 members 
Mstep: Class 31 contains 2798 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 110942 members 
Mstep: Class 37 contains 2264 members 
Mstep: Class 38 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141682336.000000 Penalty: 86209.281250
Iteration 96Q: 39 clusters Score -1.416823e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 108183 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 113633 members 
Mstep: Class 10 contains 121929 members 
Mstep: Class 11 contains 47703 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 30119 members 
Mstep: Class 15 contains 31206 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 121609 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 120803 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9596 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 2270 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 654 members 
Mstep: Class 27 contains 15987 members 
Mstep: Class 28 contains 18529 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 137628 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 110355 members 
Mstep: Class 37 contains 2263 members 
Mstep: Class 38 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141683168.000000 Penalty: 86209.281250
Iteration 97Q: 39 clusters Score -1.416832e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 10228 members 
Mstep: Class 3 contains 108130 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 113514 members 
Mstep: Class 10 contains 121738 members 
Mstep: Class 11 contains 47832 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 31378 members 
Mstep: Class 15 contains 31212 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 5018 members 
Mstep: Class 18 contains 121492 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 120659 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9615 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 2320 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 654 members 
Mstep: Class 27 contains 15976 members 
Mstep: Class 28 contains 18549 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 137493 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 109723 members 
Mstep: Class 37 contains 2264 members 
Mstep: Class 38 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141684224.000000 Penalty: 86209.281250
Iteration 98Q: 39 clusters Score -1.416842e+08 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 10229 members 
Mstep: Class 3 contains 108076 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 113426 members 
Mstep: Class 10 contains 121551 members 
Mstep: Class 11 contains 47941 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 32664 members 
Mstep: Class 15 contains 31219 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5021 members 
Mstep: Class 18 contains 121351 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 120486 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9630 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 18553 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 137332 members 
Mstep: Class 31 contains 2886 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 294 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 109142 members 
Mstep: Class 37 contains 2263 members 
Mstep: Class 38 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141684864.000000 Penalty: 86209.281250
Iteration 99Q: 39 clusters Score -1.416849e+08 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 107993 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 5 contains 5940 members 
Mstep: Class 6 contains 3126 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 113356 members 
Mstep: Class 10 contains 121340 members 
Mstep: Class 11 contains 48034 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 33983 members 
Mstep: Class 15 contains 31215 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 5018 members 
Mstep: Class 18 contains 121224 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 120282 members 
Mstep: Class 21 contains 185 members 
Mstep: Class 22 contains 9651 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 15964 members 
Mstep: Class 28 contains 18573 members 
Mstep: Class 29 contains 876 members 
Mstep: Class 30 contains 137155 members 
Mstep: Class 31 contains 2924 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 108554 members 
Mstep: Class 37 contains 2260 members 
Mstep: Class 38 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141686256.000000 Penalty: 86209.281250
Iteration 100F: 39 clusters Score -1.416863e+08 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 10219 members 
Mstep: Class 3 contains 107935 members 
Mstep: Class 4 contains 8265 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 6808 members 
Mstep: Class 9 contains 113171 members 
Mstep: Class 10 contains 121099 members 
Mstep: Class 11 contains 48134 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 35308 members 
Mstep: Class 15 contains 31215 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 121099 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 120101 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9657 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 653 members 
Mstep: Class 27 contains 15946 members 
Mstep: Class 28 contains 18594 members 
Mstep: Class 29 contains 878 members 
Mstep: Class 30 contains 136972 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 463 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 108075 members 
Mstep: Class 37 contains 2261 members 
Mstep: Class 38 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141687744.000000 Penalty: 86209.281250
Iteration 101Q: 39 clusters Score -1.416877e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 107864 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6774 members 
Mstep: Class 9 contains 113048 members 
Mstep: Class 10 contains 120893 members 
Mstep: Class 11 contains 48227 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 36727 members 
Mstep: Class 15 contains 31220 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 120919 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 119930 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9659 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 652 members 
Mstep: Class 27 contains 15927 members 
Mstep: Class 28 contains 18623 members 
Mstep: Class 29 contains 879 members 
Mstep: Class 30 contains 136728 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 462 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 305 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 107515 members 
Mstep: Class 37 contains 2262 members 
Mstep: Class 38 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141688544.000000 Penalty: 86209.281250
Iteration 102Q: 39 clusters Score -1.416885e+08 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 10226 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6757 members 
Mstep: Class 9 contains 112845 members 
Mstep: Class 10 contains 120686 members 
Mstep: Class 11 contains 48309 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 38233 members 
Mstep: Class 15 contains 31213 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 120800 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 119688 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9664 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 650 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 18623 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 136463 members 
Mstep: Class 31 contains 3027 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 329 members 
Mstep: Class 34 contains 308 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 107017 members 
Mstep: Class 37 contains 2264 members 
Mstep: Class 38 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141689920.000000 Penalty: 86209.281250
Iteration 103Q: 39 clusters Score -1.416899e+08 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 10233 members 
Mstep: Class 3 contains 107722 members 
Mstep: Class 4 contains 8257 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 112678 members 
Mstep: Class 10 contains 120453 members 
Mstep: Class 11 contains 48389 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 39709 members 
Mstep: Class 15 contains 31188 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 5062 members 
Mstep: Class 18 contains 120647 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 119493 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9670 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2625 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 649 members 
Mstep: Class 27 contains 15906 members 
Mstep: Class 28 contains 18621 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 136175 members 
Mstep: Class 31 contains 3045 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 310 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 106595 members 
Mstep: Class 37 contains 2267 members 
Mstep: Class 38 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141690864.000000 Penalty: 86209.281250
Iteration 104Q: 39 clusters Score -1.416909e+08 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109747 members 
Mstep: Class 2 contains 10241 members 
Mstep: Class 3 contains 107651 members 
Mstep: Class 4 contains 8258 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 112500 members 
Mstep: Class 10 contains 120231 members 
Mstep: Class 11 contains 48451 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 41258 members 
Mstep: Class 15 contains 31172 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 120529 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 119196 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9680 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2673 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15905 members 
Mstep: Class 28 contains 18618 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 135862 members 
Mstep: Class 31 contains 3069 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 106186 members 
Mstep: Class 37 contains 2268 members 
Mstep: Class 38 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141691712.000000 Penalty: 86209.281250
Iteration 105Q: 39 clusters Score -1.416917e+08 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 10248 members 
Mstep: Class 3 contains 107583 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5932 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 112339 members 
Mstep: Class 10 contains 119975 members 
Mstep: Class 11 contains 48508 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 42940 members 
Mstep: Class 15 contains 31145 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 120436 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 118841 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9680 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2717 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15904 members 
Mstep: Class 28 contains 18607 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 135547 members 
Mstep: Class 31 contains 3093 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 105699 members 
Mstep: Class 37 contains 2269 members 
Mstep: Class 38 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141693184.000000 Penalty: 86209.281250
Iteration 106Q: 39 clusters Score -1.416932e+08 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109624 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 107497 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 112225 members 
Mstep: Class 10 contains 119683 members 
Mstep: Class 11 contains 48559 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 44633 members 
Mstep: Class 15 contains 31113 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5088 members 
Mstep: Class 18 contains 120362 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 118438 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15895 members 
Mstep: Class 28 contains 18595 members 
Mstep: Class 29 contains 880 members 
Mstep: Class 30 contains 135235 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 105275 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141694096.000000 Penalty: 86209.281250
Iteration 107Q: 39 clusters Score -1.416941e+08 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 10241 members 
Mstep: Class 3 contains 107405 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 112100 members 
Mstep: Class 10 contains 119432 members 
Mstep: Class 11 contains 48603 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 46287 members 
Mstep: Class 15 contains 31053 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 120243 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 118097 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2810 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15880 members 
Mstep: Class 28 contains 18591 members 
Mstep: Class 29 contains 880 members 
Mstep: Class 30 contains 134950 members 
Mstep: Class 31 contains 3139 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 104866 members 
Mstep: Class 37 contains 2272 members 
Mstep: Class 38 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141694912.000000 Penalty: 86209.281250
Iteration 108Q: 39 clusters Score -1.416949e+08 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 10237 members 
Mstep: Class 3 contains 107320 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 111952 members 
Mstep: Class 10 contains 119185 members 
Mstep: Class 11 contains 48658 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 48003 members 
Mstep: Class 15 contains 31004 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 120142 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 117772 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9688 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2842 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15863 members 
Mstep: Class 28 contains 18580 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 134676 members 
Mstep: Class 31 contains 3159 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 329 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 104374 members 
Mstep: Class 37 contains 2275 members 
Mstep: Class 38 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141696480.000000 Penalty: 86209.281250
Iteration 109Q: 39 clusters Score -1.416965e+08 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109425 members 
Mstep: Class 2 contains 10248 members 
Mstep: Class 3 contains 107231 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6656 members 
Mstep: Class 9 contains 111827 members 
Mstep: Class 10 contains 118919 members 
Mstep: Class 11 contains 48707 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 49763 members 
Mstep: Class 15 contains 30971 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 119998 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 117503 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9695 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15852 members 
Mstep: Class 28 contains 18547 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 134392 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 329 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 103817 members 
Mstep: Class 37 contains 2279 members 
Mstep: Class 38 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141696992.000000 Penalty: 86209.281250
Iteration 110Q: 39 clusters Score -1.41697e+08 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 10255 members 
Mstep: Class 3 contains 107146 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 111719 members 
Mstep: Class 10 contains 118584 members 
Mstep: Class 11 contains 48764 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 51538 members 
Mstep: Class 15 contains 30924 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 119902 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 117229 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9706 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2884 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15847 members 
Mstep: Class 28 contains 18506 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 134095 members 
Mstep: Class 31 contains 3204 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 103285 members 
Mstep: Class 37 contains 2282 members 
Mstep: Class 38 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698096.000000 Penalty: 86209.281250
Iteration 111Q: 39 clusters Score -1.416981e+08 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 107088 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 111553 members 
Mstep: Class 10 contains 118323 members 
Mstep: Class 11 contains 48820 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 53357 members 
Mstep: Class 15 contains 30885 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 119781 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 117022 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2896 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15823 members 
Mstep: Class 28 contains 18454 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 133781 members 
Mstep: Class 31 contains 3228 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 102671 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698320.000000 Penalty: 86209.281250
Iteration 112Q: 39 clusters Score -1.416983e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 107022 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 111522 members 
Mstep: Class 10 contains 118076 members 
Mstep: Class 11 contains 48883 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 55174 members 
Mstep: Class 15 contains 30862 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 119645 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 116819 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2899 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15804 members 
Mstep: Class 28 contains 18419 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 133505 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 101894 members 
Mstep: Class 37 contains 2288 members 
Mstep: Class 38 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141699296.000000 Penalty: 86209.281250
Iteration 113Q: 39 clusters Score -1.416993e+08 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 106946 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 111460 members 
Mstep: Class 10 contains 117831 members 
Mstep: Class 11 contains 48951 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 57055 members 
Mstep: Class 15 contains 30826 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 5068 members 
Mstep: Class 18 contains 119549 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 116630 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9709 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15781 members 
Mstep: Class 28 contains 18397 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 133214 members 
Mstep: Class 31 contains 3262 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 101066 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141699968.000000 Penalty: 86209.281250
Iteration 114Q: 39 clusters Score -1.417e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 10294 members 
Mstep: Class 3 contains 106871 members 
Mstep: Class 4 contains 8257 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 117602 members 
Mstep: Class 11 contains 49013 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 58957 members 
Mstep: Class 15 contains 30804 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 119450 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 116480 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9710 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2866 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15768 members 
Mstep: Class 28 contains 18346 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 132955 members 
Mstep: Class 31 contains 3283 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 100222 members 
Mstep: Class 37 contains 2286 members 
Mstep: Class 38 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141700352.000000 Penalty: 86209.281250
Iteration 115Q: 39 clusters Score -1.417004e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 10300 members 
Mstep: Class 3 contains 106787 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6611 members 
Mstep: Class 9 contains 111169 members 
Mstep: Class 10 contains 117415 members 
Mstep: Class 11 contains 49070 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 60867 members 
Mstep: Class 15 contains 30775 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 5050 members 
Mstep: Class 18 contains 119361 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 116332 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9712 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2849 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15747 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 132731 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 99334 members 
Mstep: Class 37 contains 2287 members 
Mstep: Class 38 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141700992.000000 Penalty: 86209.281250
Iteration 116Q: 39 clusters Score -1.41701e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 106739 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6600 members 
Mstep: Class 9 contains 111057 members 
Mstep: Class 10 contains 117213 members 
Mstep: Class 11 contains 49130 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 62797 members 
Mstep: Class 15 contains 30755 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 5044 members 
Mstep: Class 18 contains 119288 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 116211 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9709 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2832 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 15727 members 
Mstep: Class 28 contains 18257 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 132471 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 98328 members 
Mstep: Class 37 contains 2289 members 
Mstep: Class 38 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141701360.000000 Penalty: 86209.281250
Iteration 117Q: 39 clusters Score -1.417014e+08 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 106675 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6588 members 
Mstep: Class 9 contains 110970 members 
Mstep: Class 10 contains 117048 members 
Mstep: Class 11 contains 49170 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 64696 members 
Mstep: Class 15 contains 30715 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 119257 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 116048 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9708 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 15704 members 
Mstep: Class 28 contains 18238 members 
Mstep: Class 29 contains 882 members 
Mstep: Class 30 contains 132222 members 
Mstep: Class 31 contains 3368 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 97282 members 
Mstep: Class 37 contains 2293 members 
Mstep: Class 38 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702208.000000 Penalty: 86209.281250
Iteration 118Q: 39 clusters Score -1.417022e+08 nChanged 5885
Entering ConstructFrom: 
Score: -141702208.000000 Penalty: 86209.281250
Entering ConstructFrom: 
Trying to split cluster 1 (108771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Entering Unmasked Estep 
Score: -13678437.000000 Penalty: 1884.512573
	Iteration 0F: 2 clusters Score -1.367844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -13607469.000000 Penalty: 3769.025146
	Iteration 0F: 3 clusters Score -1.360747e+07 nChanged 52090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -13639104.000000 Penalty: 3769.025146
	Iteration 1F: 3 clusters Score -1.36391e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -13641433.000000 Penalty: 3769.025146
	Iteration 2Q: 3 clusters Score -1.364143e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -13645206.000000 Penalty: 3769.025146
	Iteration 3F: 3 clusters Score -1.364521e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -13650199.000000 Penalty: 3769.025146
	Iteration 4F: 3 clusters Score -1.36502e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -13655533.000000 Penalty: 3769.025146
	Iteration 5F: 3 clusters Score -1.365553e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -13660169.000000 Penalty: 3769.025146
	Iteration 6F: 3 clusters Score -1.366017e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -13663875.000000 Penalty: 3769.025146
	Iteration 7F: 3 clusters Score -1.366388e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -13666764.000000 Penalty: 3769.025146
	Iteration 8Q: 3 clusters Score -1.366676e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -13668542.000000 Penalty: 3769.025146
	Iteration 9Q: 3 clusters Score -1.366854e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -13669491.000000 Penalty: 3769.025146
	Iteration 10Q: 3 clusters Score -1.366949e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -13669945.000000 Penalty: 3769.025146
	Iteration 11Q: 3 clusters Score -1.366994e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -13670054.000000 Penalty: 3769.025146
	Iteration 12Q: 3 clusters Score -1.367005e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -13670187.000000 Penalty: 3769.025146
	Iteration 13Q: 3 clusters Score -1.367019e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -13670322.000000 Penalty: 3769.025146
	Iteration 14Q: 3 clusters Score -1.367032e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -13670444.000000 Penalty: 3769.025146
	Iteration 15Q: 3 clusters Score -1.367044e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -13670466.000000 Penalty: 3769.025146
	Iteration 16Q: 3 clusters Score -1.367047e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -13670530.000000 Penalty: 3769.025146
	Iteration 17Q: 3 clusters Score -1.367053e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -13670581.000000 Penalty: 3769.025146
	Iteration 18Q: 3 clusters Score -1.367058e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -13670588.000000 Penalty: 3769.025146
	Iteration 19Q: 3 clusters Score -1.367059e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -13670636.000000 Penalty: 3769.025146
	Iteration 20F: 3 clusters Score -1.367064e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -13670661.000000 Penalty: 3769.025146
	Iteration 21Q: 3 clusters Score -1.367066e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -13670699.000000 Penalty: 3769.025146
	Iteration 22Q: 3 clusters Score -1.36707e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -13670778.000000 Penalty: 3769.025146
	Iteration 23Q: 3 clusters Score -1.367078e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -13670818.000000 Penalty: 3769.025146
	Iteration 24Q: 3 clusters Score -1.367082e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -13670829.000000 Penalty: 3769.025146
	Iteration 25Q: 3 clusters Score -1.367083e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -13670873.000000 Penalty: 3769.025146
	Iteration 26Q: 3 clusters Score -1.367087e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -13670914.000000 Penalty: 3769.025146
	Iteration 27Q: 3 clusters Score -1.367091e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -13670970.000000 Penalty: 3769.025146
	Iteration 28Q: 3 clusters Score -1.367097e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -13670983.000000 Penalty: 3769.025146
	Iteration 29Q: 3 clusters Score -1.367098e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -13670997.000000 Penalty: 3769.025146
	Iteration 30Q: 3 clusters Score -1.3671e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -13671012.000000 Penalty: 3769.025146
	Iteration 31Q: 3 clusters Score -1.367101e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -13671044.000000 Penalty: 3769.025146
	Iteration 32Q: 3 clusters Score -1.367104e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -13671056.000000 Penalty: 3769.025146
	Iteration 33Q: 3 clusters Score -1.367106e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -13671136.000000 Penalty: 3769.025146
	Iteration 34Q: 3 clusters Score -1.367114e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -13671166.000000 Penalty: 3769.025146
	Iteration 35Q: 3 clusters Score -1.367117e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -13671254.000000 Penalty: 3769.025146
	Iteration 36Q: 3 clusters Score -1.367125e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -13671280.000000 Penalty: 3769.025146
	Iteration 37Q: 3 clusters Score -1.367128e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -13671314.000000 Penalty: 3769.025146
	Iteration 38Q: 3 clusters Score -1.367131e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -13671365.000000 Penalty: 3769.025146
	Iteration 39Q: 3 clusters Score -1.367136e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -13671360.000000 Penalty: 3769.025146
	Iteration 40F: 3 clusters Score -1.367136e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -13671392.000000 Penalty: 3769.025146
	Iteration 41Q: 3 clusters Score -1.367139e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -13671483.000000 Penalty: 3769.025146
	Iteration 42Q: 3 clusters Score -1.367148e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -13671506.000000 Penalty: 3769.025146
	Iteration 43Q: 3 clusters Score -1.367151e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -13671496.000000 Penalty: 3769.025146
	Iteration 44Q: 3 clusters Score -1.36715e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -13671590.000000 Penalty: 3769.025146
	Iteration 45Q: 3 clusters Score -1.367159e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -13671684.000000 Penalty: 3769.025146
	Iteration 46Q: 3 clusters Score -1.367168e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -13671721.000000 Penalty: 3769.025146
	Iteration 47Q: 3 clusters Score -1.367172e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -13671777.000000 Penalty: 3769.025146
	Iteration 48Q: 3 clusters Score -1.367178e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -13671887.000000 Penalty: 3769.025146
	Iteration 49Q: 3 clusters Score -1.367189e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -13671919.000000 Penalty: 3769.025146
	Iteration 50Q: 3 clusters Score -1.367192e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -13672038.000000 Penalty: 3769.025146
	Iteration 51Q: 3 clusters Score -1.367204e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -13672134.000000 Penalty: 3769.025146
	Iteration 52Q: 3 clusters Score -1.367213e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -13672190.000000 Penalty: 3769.025146
	Iteration 53Q: 3 clusters Score -1.367219e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -13672298.000000 Penalty: 3769.025146
	Iteration 54Q: 3 clusters Score -1.36723e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -13672330.000000 Penalty: 3769.025146
	Iteration 55Q: 3 clusters Score -1.367233e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -13672407.000000 Penalty: 3769.025146
	Iteration 56Q: 3 clusters Score -1.367241e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -13672527.000000 Penalty: 3769.025146
	Iteration 57Q: 3 clusters Score -1.367253e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -13672648.000000 Penalty: 3769.025146
	Iteration 58Q: 3 clusters Score -1.367265e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -13672772.000000 Penalty: 3769.025146
	Iteration 59Q: 3 clusters Score -1.367277e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -13672891.000000 Penalty: 3769.025146
	Iteration 60F: 3 clusters Score -1.367289e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -13673040.000000 Penalty: 3769.025146
	Iteration 61Q: 3 clusters Score -1.367304e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -13673199.000000 Penalty: 3769.025146
	Iteration 62Q: 3 clusters Score -1.36732e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -13673397.000000 Penalty: 3769.025146
	Iteration 63Q: 3 clusters Score -1.36734e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -13673489.000000 Penalty: 3769.025146
	Iteration 64Q: 3 clusters Score -1.367349e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96246 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -13673626.000000 Penalty: 3769.025146
	Iteration 65Q: 3 clusters Score -1.367363e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -13673902.000000 Penalty: 3769.025146
	Iteration 66Q: 3 clusters Score -1.36739e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -13674084.000000 Penalty: 3769.025146
	Iteration 67Q: 3 clusters Score -1.367408e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -13674252.000000 Penalty: 3769.025146
	Iteration 68Q: 3 clusters Score -1.367425e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -13674433.000000 Penalty: 3769.025146
	Iteration 69Q: 3 clusters Score -1.367443e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -13674604.000000 Penalty: 3769.025146
	Iteration 70Q: 3 clusters Score -1.36746e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -13674801.000000 Penalty: 3769.025146
	Iteration 71Q: 3 clusters Score -1.36748e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100034 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -13675043.000000 Penalty: 3769.025146
	Iteration 72Q: 3 clusters Score -1.367504e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -13675148.000000 Penalty: 3769.025146
	Iteration 73Q: 3 clusters Score -1.367515e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -13675248.000000 Penalty: 3769.025146
	Iteration 74Q: 3 clusters Score -1.367525e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -13675404.000000 Penalty: 3769.025146
	Iteration 75Q: 3 clusters Score -1.36754e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -13675602.000000 Penalty: 3769.025146
	Iteration 76Q: 3 clusters Score -1.36756e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -13675727.000000 Penalty: 3769.025146
	Iteration 77Q: 3 clusters Score -1.367573e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -13675840.000000 Penalty: 3769.025146
	Iteration 78Q: 3 clusters Score -1.367584e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -13675919.000000 Penalty: 3769.025146
	Iteration 79Q: 3 clusters Score -1.367592e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -13676002.000000 Penalty: 3769.025146
	Iteration 80F: 3 clusters Score -1.3676e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -13676092.000000 Penalty: 3769.025146
	Iteration 81Q: 3 clusters Score -1.367609e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -13676184.000000 Penalty: 3769.025146
	Iteration 82Q: 3 clusters Score -1.367618e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -13676291.000000 Penalty: 3769.025146
	Iteration 83Q: 3 clusters Score -1.367629e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -13676404.000000 Penalty: 3769.025146
	Iteration 84Q: 3 clusters Score -1.36764e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -13676518.000000 Penalty: 3769.025146
	Iteration 85Q: 3 clusters Score -1.367652e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13676612.000000 Penalty: 3769.025146
	Iteration 86Q: 3 clusters Score -1.367661e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -13676669.000000 Penalty: 3769.025146
	Iteration 87Q: 3 clusters Score -1.367667e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13676732.000000 Penalty: 3769.025146
	Iteration 88Q: 3 clusters Score -1.367673e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -13676773.000000 Penalty: 3769.025146
	Iteration 89Q: 3 clusters Score -1.367677e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -13676836.000000 Penalty: 3769.025146
	Iteration 90Q: 3 clusters Score -1.367684e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -13676890.000000 Penalty: 3769.025146
	Iteration 91Q: 3 clusters Score -1.367689e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106636 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -13676932.000000 Penalty: 3769.025146
	Iteration 92Q: 3 clusters Score -1.367693e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13676972.000000 Penalty: 3769.025146
	Iteration 93Q: 3 clusters Score -1.367697e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -13676977.000000 Penalty: 3769.025146
	Iteration 94Q: 3 clusters Score -1.367698e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -13676994.000000 Penalty: 3769.025146
	Iteration 95Q: 3 clusters Score -1.367699e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13676990.000000 Penalty: 3769.025146
	Iteration 96Q: 3 clusters Score -1.367699e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13677008.000000 Penalty: 3769.025146
	Iteration 97Q: 3 clusters Score -1.367701e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13677035.000000 Penalty: 3769.025146
	Iteration 98Q: 3 clusters Score -1.367704e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13677061.000000 Penalty: 3769.025146
	Iteration 99Q: 3 clusters Score -1.367706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13677076.000000 Penalty: 3769.025146
	Iteration 100F: 3 clusters Score -1.367708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13677094.000000 Penalty: 3769.025146
	Iteration 101Q: 3 clusters Score -1.367709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13677097.000000 Penalty: 3769.025146
	Iteration 102Q: 3 clusters Score -1.36771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13677084.000000 Penalty: 3769.025146
	Iteration 103Q: 3 clusters Score -1.367708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13677091.000000 Penalty: 3769.025146
	Iteration 104Q: 3 clusters Score -1.367709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -13677092.000000 Penalty: 3769.025146
	Iteration 105Q: 3 clusters Score -1.367709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13677097.000000 Penalty: 3769.025146
	Iteration 106Q: 3 clusters Score -1.36771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -13677091.000000 Penalty: 3769.025146
	Iteration 107Q: 3 clusters Score -1.367709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13677105.000000 Penalty: 3769.025146
	Iteration 108Q: 3 clusters Score -1.36771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13677109.000000 Penalty: 3769.025146
	Iteration 109Q: 3 clusters Score -1.367711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13677102.000000 Penalty: 3769.025146
	Iteration 110Q: 3 clusters Score -1.36771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -13677103.000000 Penalty: 3769.025146
	Iteration 111Q: 3 clusters Score -1.36771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107521 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13677110.000000 Penalty: 3769.025146
	Iteration 112Q: 3 clusters Score -1.367711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107525 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13677101.000000 Penalty: 3769.025146
	Iteration 113Q: 3 clusters Score -1.36771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13677100.000000 Penalty: 3769.025146
	Iteration 114Q: 3 clusters Score -1.36771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13677107.000000 Penalty: 3769.025146
	Iteration 115Q: 3 clusters Score -1.367711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -13677105.000000 Penalty: 3769.025146
	Iteration 116Q: 3 clusters Score -1.36771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107561 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13677108.000000 Penalty: 3769.025146
	Iteration 117Q: 3 clusters Score -1.367711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13677118.000000 Penalty: 3769.025146
	Iteration 118Q: 3 clusters Score -1.367712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13677112.000000 Penalty: 3769.025146
	Iteration 119Q: 3 clusters Score -1.367711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13677112.000000 Penalty: 3769.025146
	Iteration 120F: 3 clusters Score -1.367711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1185665.250000 Penalty: 1501.672729
	Iteration 0F: 2 clusters Score -1185665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1178352.875000 Penalty: 3003.345459
	Iteration 0F: 3 clusters Score -1178353 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1180818.375000 Penalty: 3003.345459
	Iteration 1F: 3 clusters Score -1180818 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1181208.500000 Penalty: 3003.345459
	Iteration 2F: 3 clusters Score -1181208 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1181606.000000 Penalty: 3003.345459
	Iteration 3F: 3 clusters Score -1181606 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1182028.750000 Penalty: 3003.345459
	Iteration 4F: 3 clusters Score -1182029 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1182567.875000 Penalty: 3003.345459
	Iteration 5F: 3 clusters Score -1182568 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1183126.000000 Penalty: 3003.345459
	Iteration 6F: 3 clusters Score -1183126 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1183586.750000 Penalty: 3003.345459
	Iteration 7F: 3 clusters Score -1183587 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1183909.500000 Penalty: 3003.345459
	Iteration 8Q: 3 clusters Score -1183910 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1184113.000000 Penalty: 3003.345459
	Iteration 9Q: 3 clusters Score -1184113 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1184217.875000 Penalty: 3003.345459
	Iteration 10Q: 3 clusters Score -1184218 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1184298.250000 Penalty: 3003.345459
	Iteration 11Q: 3 clusters Score -1184298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1184375.000000 Penalty: 3003.345459
	Iteration 12Q: 3 clusters Score -1184375 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1184430.875000 Penalty: 3003.345459
	Iteration 13Q: 3 clusters Score -1184431 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1184477.500000 Penalty: 3003.345459
	Iteration 14Q: 3 clusters Score -1184478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1184509.500000 Penalty: 3003.345459
	Iteration 15Q: 3 clusters Score -1184510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1184544.250000 Penalty: 3003.345459
	Iteration 16Q: 3 clusters Score -1184544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1184589.375000 Penalty: 3003.345459
	Iteration 17Q: 3 clusters Score -1184589 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1184640.875000 Penalty: 3003.345459
	Iteration 18Q: 3 clusters Score -1184641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1184691.625000 Penalty: 3003.345459
	Iteration 19Q: 3 clusters Score -1184692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1184737.250000 Penalty: 3003.345459
	Iteration 20F: 3 clusters Score -1184737 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1184784.500000 Penalty: 3003.345459
	Iteration 21Q: 3 clusters Score -1184784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1184822.750000 Penalty: 3003.345459
	Iteration 22Q: 3 clusters Score -1184823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1184846.375000 Penalty: 3003.345459
	Iteration 23Q: 3 clusters Score -1184846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1184863.000000 Penalty: 3003.345459
	Iteration 24Q: 3 clusters Score -1184863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1184878.000000 Penalty: 3003.345459
	Iteration 25Q: 3 clusters Score -1184878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1184890.375000 Penalty: 3003.345459
	Iteration 26Q: 3 clusters Score -1184890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1184898.875000 Penalty: 3003.345459
	Iteration 27Q: 3 clusters Score -1184899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1184908.375000 Penalty: 3003.345459
	Iteration 28Q: 3 clusters Score -1184908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1184912.250000 Penalty: 3003.345459
	Iteration 29Q: 3 clusters Score -1184912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1184919.000000 Penalty: 3003.345459
	Iteration 30Q: 3 clusters Score -1184919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1184926.875000 Penalty: 3003.345459
	Iteration 31Q: 3 clusters Score -1184927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1184931.375000 Penalty: 3003.345459
	Iteration 32Q: 3 clusters Score -1184931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1184938.875000 Penalty: 3003.345459
	Iteration 33Q: 3 clusters Score -1184939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1184944.000000 Penalty: 3003.345459
	Iteration 34Q: 3 clusters Score -1184944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1184952.000000 Penalty: 3003.345459
	Iteration 35Q: 3 clusters Score -1184952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1184951.875000 Penalty: 3003.345459
	Iteration 36Q: 3 clusters Score -1184952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1184957.000000 Penalty: 3003.345459
	Iteration 37Q: 3 clusters Score -1184957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1184960.875000 Penalty: 3003.345459
	Iteration 38Q: 3 clusters Score -1184961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1184962.875000 Penalty: 3003.345459
	Iteration 39Q: 3 clusters Score -1184963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1184965.500000 Penalty: 3003.345459
	Iteration 40F: 3 clusters Score -1184966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1184967.250000 Penalty: 3003.345459
	Iteration 41Q: 3 clusters Score -1184967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1184972.000000 Penalty: 3003.345459
	Iteration 42Q: 3 clusters Score -1184972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1184975.125000 Penalty: 3003.345459
	Iteration 43Q: 3 clusters Score -1184975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1184980.375000 Penalty: 3003.345459
	Iteration 44Q: 3 clusters Score -1184980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1184982.000000 Penalty: 3003.345459
	Iteration 45Q: 3 clusters Score -1184982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1184983.000000 Penalty: 3003.345459
	Iteration 46Q: 3 clusters Score -1184983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1184981.875000 Penalty: 3003.345459
	Iteration 47Q: 3 clusters Score -1184982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1184984.625000 Penalty: 3003.345459
	Iteration 48Q: 3 clusters Score -1184985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1184985.750000 Penalty: 3003.345459
	Iteration 49Q: 3 clusters Score -1184986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1184984.125000 Penalty: 3003.345459
	Iteration 50Q: 3 clusters Score -1184984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1184984.000000 Penalty: 3003.345459
	Iteration 51Q: 3 clusters Score -1184984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1184985.125000 Penalty: 3003.345459
	Iteration 52Q: 3 clusters Score -1184985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1184985.125000 Penalty: 3003.345459
	Iteration 53F: 3 clusters Score -1184985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (106595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106595 members 
Entering Unmasked Estep 
Score: -13161960.000000 Penalty: 1881.228638
	Iteration 0F: 2 clusters Score -1.316196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -13092713.000000 Penalty: 3762.457275
	Iteration 0F: 3 clusters Score -1.309271e+07 nChanged 50998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -13122688.000000 Penalty: 3762.457275
	Iteration 1F: 3 clusters Score -1.312269e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -13124150.000000 Penalty: 3762.457275
	Iteration 2Q: 3 clusters Score -1.312415e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -13125961.000000 Penalty: 3762.457275
	Iteration 3Q: 3 clusters Score -1.312596e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -13128927.000000 Penalty: 3762.457275
	Iteration 4F: 3 clusters Score -1.312893e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -13132946.000000 Penalty: 3762.457275
	Iteration 5F: 3 clusters Score -1.313295e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -13137920.000000 Penalty: 3762.457275
	Iteration 6F: 3 clusters Score -1.313792e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -13143564.000000 Penalty: 3762.457275
	Iteration 7F: 3 clusters Score -1.314356e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -13148803.000000 Penalty: 3762.457275
	Iteration 8F: 3 clusters Score -1.31488e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -13153073.000000 Penalty: 3762.457275
	Iteration 9F: 3 clusters Score -1.315307e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -13156138.000000 Penalty: 3762.457275
	Iteration 10Q: 3 clusters Score -1.315614e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -13158066.000000 Penalty: 3762.457275
	Iteration 11Q: 3 clusters Score -1.315807e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -13159180.000000 Penalty: 3762.457275
	Iteration 12Q: 3 clusters Score -1.315918e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -13159916.000000 Penalty: 3762.457275
	Iteration 13Q: 3 clusters Score -1.315992e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -13160283.000000 Penalty: 3762.457275
	Iteration 14Q: 3 clusters Score -1.316028e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -13160484.000000 Penalty: 3762.457275
	Iteration 15Q: 3 clusters Score -1.316048e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -13160592.000000 Penalty: 3762.457275
	Iteration 16Q: 3 clusters Score -1.316059e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -13160704.000000 Penalty: 3762.457275
	Iteration 17Q: 3 clusters Score -1.31607e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 105726 members 
Entering Unmasked Estep 
Score: -13160745.000000 Penalty: 3762.457275
	Iteration 18Q: 3 clusters Score -1.316074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -13160794.000000 Penalty: 3762.457275
	Iteration 19Q: 3 clusters Score -1.316079e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 105810 members 
Entering Unmasked Estep 
Score: -13160825.000000 Penalty: 3762.457275
	Iteration 20F: 3 clusters Score -1.316082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -13160866.000000 Penalty: 3762.457275
	Iteration 21Q: 3 clusters Score -1.316087e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -13160866.000000 Penalty: 3762.457275
	Iteration 22Q: 3 clusters Score -1.316087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -13160868.000000 Penalty: 3762.457275
	Iteration 23Q: 3 clusters Score -1.316087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -13160885.000000 Penalty: 3762.457275
	Iteration 24Q: 3 clusters Score -1.316088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -13160909.000000 Penalty: 3762.457275
	Iteration 25Q: 3 clusters Score -1.316091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -13160916.000000 Penalty: 3762.457275
	Iteration 26Q: 3 clusters Score -1.316092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 105927 members 
Entering Unmasked Estep 
Score: -13160945.000000 Penalty: 3762.457275
	Iteration 27Q: 3 clusters Score -1.316094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -13160958.000000 Penalty: 3762.457275
	Iteration 28Q: 3 clusters Score -1.316096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -13160957.000000 Penalty: 3762.457275
	Iteration 29Q: 3 clusters Score -1.316096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -13160954.000000 Penalty: 3762.457275
	Iteration 30Q: 3 clusters Score -1.316095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -13160960.000000 Penalty: 3762.457275
	Iteration 31Q: 3 clusters Score -1.316096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -13160960.000000 Penalty: 3762.457275
	Iteration 32F: 3 clusters Score -1.316096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -1025972.812500 Penalty: 1465.459229
	Iteration 0F: 2 clusters Score -1025973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1019966.750000 Penalty: 2930.918457
	Iteration 0F: 3 clusters Score -1019967 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1021792.812500 Penalty: 2930.918457
	Iteration 1F: 3 clusters Score -1021793 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1022004.187500 Penalty: 2930.918457
	Iteration 2F: 3 clusters Score -1022004 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1022172.562500 Penalty: 2930.918457
	Iteration 3Q: 3 clusters Score -1022173 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1022324.875000 Penalty: 2930.918457
	Iteration 4Q: 3 clusters Score -1022325 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1022490.687500 Penalty: 2930.918457
	Iteration 5Q: 3 clusters Score -1022491 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1022647.375000 Penalty: 2930.918457
	Iteration 6Q: 3 clusters Score -1022647 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1022805.000000 Penalty: 2930.918457
	Iteration 7Q: 3 clusters Score -1022805 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1022965.937500 Penalty: 2930.918457
	Iteration 8Q: 3 clusters Score -1022966 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1023128.687500 Penalty: 2930.918457
	Iteration 9Q: 3 clusters Score -1023129 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1023314.562500 Penalty: 2930.918457
	Iteration 10Q: 3 clusters Score -1023315 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1023498.875000 Penalty: 2930.918457
	Iteration 11Q: 3 clusters Score -1023499 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1023671.437500 Penalty: 2930.918457
	Iteration 12Q: 3 clusters Score -1023671 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1023840.250000 Penalty: 2930.918457
	Iteration 13Q: 3 clusters Score -1023840 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1023992.187500 Penalty: 2930.918457
	Iteration 14Q: 3 clusters Score -1023992 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1024129.125000 Penalty: 2930.918457
	Iteration 15Q: 3 clusters Score -1024129 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1024233.000000 Penalty: 2930.918457
	Iteration 16Q: 3 clusters Score -1024233 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1024310.000000 Penalty: 2930.918457
	Iteration 17Q: 3 clusters Score -1024310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1024365.687500 Penalty: 2930.918457
	Iteration 18Q: 3 clusters Score -1024366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1024429.187500 Penalty: 2930.918457
	Iteration 19Q: 3 clusters Score -1024429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1024471.687500 Penalty: 2930.918457
	Iteration 20F: 3 clusters Score -1024472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1024516.812500 Penalty: 2930.918457
	Iteration 21Q: 3 clusters Score -1024517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1024552.000000 Penalty: 2930.918457
	Iteration 22Q: 3 clusters Score -1024552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1024581.562500 Penalty: 2930.918457
	Iteration 23Q: 3 clusters Score -1024582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1024612.125000 Penalty: 2930.918457
	Iteration 24Q: 3 clusters Score -1024612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1024637.625000 Penalty: 2930.918457
	Iteration 25Q: 3 clusters Score -1024638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1024659.062500 Penalty: 2930.918457
	Iteration 26Q: 3 clusters Score -1024659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1024681.000000 Penalty: 2930.918457
	Iteration 27Q: 3 clusters Score -1024681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1024696.000000 Penalty: 2930.918457
	Iteration 28Q: 3 clusters Score -1024696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1024706.812500 Penalty: 2930.918457
	Iteration 29Q: 3 clusters Score -1024707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1024715.937500 Penalty: 2930.918457
	Iteration 30Q: 3 clusters Score -1024716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1024728.062500 Penalty: 2930.918457
	Iteration 31Q: 3 clusters Score -1024728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1024732.312500 Penalty: 2930.918457
	Iteration 32Q: 3 clusters Score -1024732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1024740.312500 Penalty: 2930.918457
	Iteration 33Q: 3 clusters Score -1024740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1024747.125000 Penalty: 2930.918457
	Iteration 34Q: 3 clusters Score -1024747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1024753.625000 Penalty: 2930.918457
	Iteration 35Q: 3 clusters Score -1024754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1024757.687500 Penalty: 2930.918457
	Iteration 36Q: 3 clusters Score -1024758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1024767.375000 Penalty: 2930.918457
	Iteration 37Q: 3 clusters Score -1024767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1024776.500000 Penalty: 2930.918457
	Iteration 38Q: 3 clusters Score -1024776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1024779.437500 Penalty: 2930.918457
	Iteration 39Q: 3 clusters Score -1024779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1024780.375000 Penalty: 2930.918457
	Iteration 40F: 3 clusters Score -1024780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1024782.625000 Penalty: 2930.918457
	Iteration 41Q: 3 clusters Score -1024783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1024783.250000 Penalty: 2930.918457
	Iteration 42Q: 3 clusters Score -1024783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1024783.250000 Penalty: 2930.918457
	Iteration 43F: 3 clusters Score -1024783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -707617.750000 Penalty: 1412.092651
	Iteration 0F: 2 clusters Score -707617.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -703081.687500 Penalty: 2824.185303
	Iteration 0F: 3 clusters Score -703081.7 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -704460.375000 Penalty: 2824.185303
	Iteration 1F: 3 clusters Score -704460.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -704775.250000 Penalty: 2824.185303
	Iteration 2F: 3 clusters Score -704775.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -705035.562500 Penalty: 2824.185303
	Iteration 3F: 3 clusters Score -705035.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -705311.437500 Penalty: 2824.185303
	Iteration 4F: 3 clusters Score -705311.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -705559.250000 Penalty: 2824.185303
	Iteration 5F: 3 clusters Score -705559.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -705744.937500 Penalty: 2824.185303
	Iteration 6F: 3 clusters Score -705744.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -705895.000000 Penalty: 2824.185303
	Iteration 7Q: 3 clusters Score -705895 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -706001.750000 Penalty: 2824.185303
	Iteration 8Q: 3 clusters Score -706001.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -706101.187500 Penalty: 2824.185303
	Iteration 9Q: 3 clusters Score -706101.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -706181.812500 Penalty: 2824.185303
	Iteration 10Q: 3 clusters Score -706181.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -706242.500000 Penalty: 2824.185303
	Iteration 11Q: 3 clusters Score -706242.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -706286.812500 Penalty: 2824.185303
	Iteration 12Q: 3 clusters Score -706286.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -706318.062500 Penalty: 2824.185303
	Iteration 13Q: 3 clusters Score -706318.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -706352.062500 Penalty: 2824.185303
	Iteration 14Q: 3 clusters Score -706352.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -706385.625000 Penalty: 2824.185303
	Iteration 15Q: 3 clusters Score -706385.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -706428.187500 Penalty: 2824.185303
	Iteration 16Q: 3 clusters Score -706428.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -706466.500000 Penalty: 2824.185303
	Iteration 17Q: 3 clusters Score -706466.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -706495.062500 Penalty: 2824.185303
	Iteration 18Q: 3 clusters Score -706495.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -706513.625000 Penalty: 2824.185303
	Iteration 19Q: 3 clusters Score -706513.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -706528.437500 Penalty: 2824.185303
	Iteration 20F: 3 clusters Score -706528.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -706541.812500 Penalty: 2824.185303
	Iteration 21Q: 3 clusters Score -706541.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -706554.750000 Penalty: 2824.185303
	Iteration 22Q: 3 clusters Score -706554.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -706566.625000 Penalty: 2824.185303
	Iteration 23Q: 3 clusters Score -706566.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -706577.437500 Penalty: 2824.185303
	Iteration 24Q: 3 clusters Score -706577.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -706589.562500 Penalty: 2824.185303
	Iteration 25Q: 3 clusters Score -706589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -706594.312500 Penalty: 2824.185303
	Iteration 26Q: 3 clusters Score -706594.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -706597.250000 Penalty: 2824.185303
	Iteration 27Q: 3 clusters Score -706597.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -706602.562500 Penalty: 2824.185303
	Iteration 28Q: 3 clusters Score -706602.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -706610.500000 Penalty: 2824.185303
	Iteration 29Q: 3 clusters Score -706610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -706616.500000 Penalty: 2824.185303
	Iteration 30Q: 3 clusters Score -706616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -706623.875000 Penalty: 2824.185303
	Iteration 31Q: 3 clusters Score -706623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -706625.750000 Penalty: 2824.185303
	Iteration 32Q: 3 clusters Score -706625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -706629.437500 Penalty: 2824.185303
	Iteration 33Q: 3 clusters Score -706629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -706631.812500 Penalty: 2824.185303
	Iteration 34Q: 3 clusters Score -706631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -706631.000000 Penalty: 2824.185303
	Iteration 35Q: 3 clusters Score -706631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -706632.250000 Penalty: 2824.185303
	Iteration 36Q: 3 clusters Score -706632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -706632.625000 Penalty: 2824.185303
	Iteration 37Q: 3 clusters Score -706632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -706632.625000 Penalty: 2824.185303
	Iteration 38F: 3 clusters Score -706632.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -391150.812500 Penalty: 1307.876099
	Iteration 0F: 2 clusters Score -391150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -388365.500000 Penalty: 2615.752197
	Iteration 0F: 3 clusters Score -388365.5 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -389062.593750 Penalty: 2615.752197
	Iteration 1F: 3 clusters Score -389062.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -389197.656250 Penalty: 2615.752197
	Iteration 2F: 3 clusters Score -389197.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -389270.343750 Penalty: 2615.752197
	Iteration 3Q: 3 clusters Score -389270.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -389316.281250 Penalty: 2615.752197
	Iteration 4Q: 3 clusters Score -389316.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -389344.312500 Penalty: 2615.752197
	Iteration 5Q: 3 clusters Score -389344.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -389373.187500 Penalty: 2615.752197
	Iteration 6Q: 3 clusters Score -389373.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -389395.968750 Penalty: 2615.752197
	Iteration 7Q: 3 clusters Score -389396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -389421.750000 Penalty: 2615.752197
	Iteration 8Q: 3 clusters Score -389421.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -389441.468750 Penalty: 2615.752197
	Iteration 9Q: 3 clusters Score -389441.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -389455.125000 Penalty: 2615.752197
	Iteration 10Q: 3 clusters Score -389455.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -389470.093750 Penalty: 2615.752197
	Iteration 11Q: 3 clusters Score -389470.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -389481.625000 Penalty: 2615.752197
	Iteration 12Q: 3 clusters Score -389481.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -389491.593750 Penalty: 2615.752197
	Iteration 13Q: 3 clusters Score -389491.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -389507.531250 Penalty: 2615.752197
	Iteration 14Q: 3 clusters Score -389507.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -389529.156250 Penalty: 2615.752197
	Iteration 15Q: 3 clusters Score -389529.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -389548.281250 Penalty: 2615.752197
	Iteration 16Q: 3 clusters Score -389548.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -389574.031250 Penalty: 2615.752197
	Iteration 17Q: 3 clusters Score -389574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -389611.187500 Penalty: 2615.752197
	Iteration 18Q: 3 clusters Score -389611.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -389642.781250 Penalty: 2615.752197
	Iteration 19Q: 3 clusters Score -389642.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -389669.406250 Penalty: 2615.752197
	Iteration 20F: 3 clusters Score -389669.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -389700.906250 Penalty: 2615.752197
	Iteration 21Q: 3 clusters Score -389700.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -389725.156250 Penalty: 2615.752197
	Iteration 22Q: 3 clusters Score -389725.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -389744.125000 Penalty: 2615.752197
	Iteration 23Q: 3 clusters Score -389744.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -389763.562500 Penalty: 2615.752197
	Iteration 24Q: 3 clusters Score -389763.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389779.343750 Penalty: 2615.752197
	Iteration 25Q: 3 clusters Score -389779.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -389791.375000 Penalty: 2615.752197
	Iteration 26Q: 3 clusters Score -389791.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -389807.375000 Penalty: 2615.752197
	Iteration 27Q: 3 clusters Score -389807.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -389818.312500 Penalty: 2615.752197
	Iteration 28Q: 3 clusters Score -389818.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -389829.593750 Penalty: 2615.752197
	Iteration 29Q: 3 clusters Score -389829.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -389840.875000 Penalty: 2615.752197
	Iteration 30Q: 3 clusters Score -389840.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -389850.687500 Penalty: 2615.752197
	Iteration 31Q: 3 clusters Score -389850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -389854.906250 Penalty: 2615.752197
	Iteration 32Q: 3 clusters Score -389854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -389859.843750 Penalty: 2615.752197
	Iteration 33Q: 3 clusters Score -389859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -389864.656250 Penalty: 2615.752197
	Iteration 34Q: 3 clusters Score -389864.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -389869.718750 Penalty: 2615.752197
	Iteration 35Q: 3 clusters Score -389869.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -389871.468750 Penalty: 2615.752197
	Iteration 36Q: 3 clusters Score -389871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -389872.968750 Penalty: 2615.752197
	Iteration 37Q: 3 clusters Score -389873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -389875.093750 Penalty: 2615.752197
	Iteration 38Q: 3 clusters Score -389875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -389876.406250 Penalty: 2615.752197
	Iteration 39Q: 3 clusters Score -389876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -389878.625000 Penalty: 2615.752197
	Iteration 40F: 3 clusters Score -389878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -389879.343750 Penalty: 2615.752197
	Iteration 41Q: 3 clusters Score -389879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -389881.093750 Penalty: 2615.752197
	Iteration 42Q: 3 clusters Score -389881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -389882.125000 Penalty: 2615.752197
	Iteration 43Q: 3 clusters Score -389882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -389883.156250 Penalty: 2615.752197
	Iteration 44Q: 3 clusters Score -389883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -389885.343750 Penalty: 2615.752197
	Iteration 45Q: 3 clusters Score -389885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -389887.593750 Penalty: 2615.752197
	Iteration 46Q: 3 clusters Score -389887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -389888.000000 Penalty: 2615.752197
	Iteration 47Q: 3 clusters Score -389888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -389889.593750 Penalty: 2615.752197
	Iteration 48Q: 3 clusters Score -389889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -389891.968750 Penalty: 2615.752197
	Iteration 49Q: 3 clusters Score -389892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -389897.812500 Penalty: 2615.752197
	Iteration 50Q: 3 clusters Score -389897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -389904.906250 Penalty: 2615.752197
	Iteration 51Q: 3 clusters Score -389904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -389911.187500 Penalty: 2615.752197
	Iteration 52Q: 3 clusters Score -389911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -389914.656250 Penalty: 2615.752197
	Iteration 53Q: 3 clusters Score -389914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -389917.875000 Penalty: 2615.752197
	Iteration 54Q: 3 clusters Score -389917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -389920.250000 Penalty: 2615.752197
	Iteration 55Q: 3 clusters Score -389920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -389922.062500 Penalty: 2615.752197
	Iteration 56Q: 3 clusters Score -389922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -389925.031250 Penalty: 2615.752197
	Iteration 57Q: 3 clusters Score -389925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -389926.625000 Penalty: 2615.752197
	Iteration 58Q: 3 clusters Score -389926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -389927.468750 Penalty: 2615.752197
	Iteration 59Q: 3 clusters Score -389927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -389929.968750 Penalty: 2615.752197
	Iteration 60F: 3 clusters Score -389930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -389933.093750 Penalty: 2615.752197
	Iteration 61Q: 3 clusters Score -389933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -389934.437500 Penalty: 2615.752197
	Iteration 62Q: 3 clusters Score -389934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -389938.843750 Penalty: 2615.752197
	Iteration 63Q: 3 clusters Score -389938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -389942.406250 Penalty: 2615.752197
	Iteration 64Q: 3 clusters Score -389942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -389946.218750 Penalty: 2615.752197
	Iteration 65Q: 3 clusters Score -389946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -389949.000000 Penalty: 2615.752197
	Iteration 66Q: 3 clusters Score -389949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -389949.031250 Penalty: 2615.752197
	Iteration 67Q: 3 clusters Score -389949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -389950.687500 Penalty: 2615.752197
	Iteration 68Q: 3 clusters Score -389950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -389951.625000 Penalty: 2615.752197
	Iteration 69Q: 3 clusters Score -389951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -389952.218750 Penalty: 2615.752197
	Iteration 70Q: 3 clusters Score -389952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -389952.468750 Penalty: 2615.752197
	Iteration 71Q: 3 clusters Score -389952.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -389952.468750 Penalty: 2615.752197
	Iteration 72F: 3 clusters Score -389952.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -63034.718750 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -63034.72 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 300 members 
Entering Unmasked Estep 
Score: -61940.453125 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -61940.45 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62230.218750 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -62230.22 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62387.882812 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -62387.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62635.417969 Penalty: 2107.506592
	Iteration 3F: 3 clusters Score -62635.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62853.117188 Penalty: 2107.506592
	Iteration 4F: 3 clusters Score -62853.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63007.355469 Penalty: 2107.506592
	Iteration 5F: 3 clusters Score -63007.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63141.992188 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -63141.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63216.175781 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -63216.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63254.261719 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -63254.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63266.156250 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -63266.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63268.710938 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -63268.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63273.968750 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -63273.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63273.968750 Penalty: 2107.506592
	Iteration 12F: 3 clusters Score -63273.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 106595 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 116850 members 
Mstep: Class 11 contains 49226 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 66570 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 119224 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115910 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15702 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 131968 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 96145 members 
Mstep: Class 37 contains 2295 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
Score: -141701968.000000 Penalty: 88477.945312
Splitting cluster 7 changes total score from -141702208.000000 to -141701968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -807928.875000 Penalty: 1428.887939
	Iteration 0F: 2 clusters Score -807928.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -802960.500000 Penalty: 2857.775879
	Iteration 0F: 3 clusters Score -802960.5 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -804401.062500 Penalty: 2857.775879
	Iteration 1F: 3 clusters Score -804401.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -804587.500000 Penalty: 2857.775879
	Iteration 2F: 3 clusters Score -804587.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -804728.312500 Penalty: 2857.775879
	Iteration 3Q: 3 clusters Score -804728.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -804837.500000 Penalty: 2857.775879
	Iteration 4Q: 3 clusters Score -804837.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -804936.250000 Penalty: 2857.775879
	Iteration 5Q: 3 clusters Score -804936.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -805041.375000 Penalty: 2857.775879
	Iteration 6Q: 3 clusters Score -805041.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -805154.812500 Penalty: 2857.775879
	Iteration 7Q: 3 clusters Score -805154.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -805272.750000 Penalty: 2857.775879
	Iteration 8Q: 3 clusters Score -805272.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -805395.312500 Penalty: 2857.775879
	Iteration 9Q: 3 clusters Score -805395.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -805530.625000 Penalty: 2857.775879
	Iteration 10Q: 3 clusters Score -805530.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -805668.312500 Penalty: 2857.775879
	Iteration 11Q: 3 clusters Score -805668.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -805811.312500 Penalty: 2857.775879
	Iteration 12Q: 3 clusters Score -805811.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -805969.312500 Penalty: 2857.775879
	Iteration 13Q: 3 clusters Score -805969.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -806132.875000 Penalty: 2857.775879
	Iteration 14Q: 3 clusters Score -806132.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -806277.312500 Penalty: 2857.775879
	Iteration 15Q: 3 clusters Score -806277.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -806413.562500 Penalty: 2857.775879
	Iteration 16Q: 3 clusters Score -806413.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -806513.250000 Penalty: 2857.775879
	Iteration 17Q: 3 clusters Score -806513.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -806604.750000 Penalty: 2857.775879
	Iteration 18Q: 3 clusters Score -806604.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -806684.687500 Penalty: 2857.775879
	Iteration 19Q: 3 clusters Score -806684.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -806736.500000 Penalty: 2857.775879
	Iteration 20F: 3 clusters Score -806736.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -806762.812500 Penalty: 2857.775879
	Iteration 21Q: 3 clusters Score -806762.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -806780.562500 Penalty: 2857.775879
	Iteration 22Q: 3 clusters Score -806780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -806797.625000 Penalty: 2857.775879
	Iteration 23Q: 3 clusters Score -806797.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -806805.125000 Penalty: 2857.775879
	Iteration 24Q: 3 clusters Score -806805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -806812.437500 Penalty: 2857.775879
	Iteration 25Q: 3 clusters Score -806812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -806818.062500 Penalty: 2857.775879
	Iteration 26Q: 3 clusters Score -806818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -806818.437500 Penalty: 2857.775879
	Iteration 27Q: 3 clusters Score -806818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -806819.250000 Penalty: 2857.775879
	Iteration 28Q: 3 clusters Score -806819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -806819.562500 Penalty: 2857.775879
	Iteration 29Q: 3 clusters Score -806819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -806821.187500 Penalty: 2857.775879
	Iteration 30Q: 3 clusters Score -806821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -806821.750000 Penalty: 2857.775879
	Iteration 31Q: 3 clusters Score -806821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -806821.562500 Penalty: 2857.775879
	Iteration 32Q: 3 clusters Score -806821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -806821.500000 Penalty: 2857.775879
	Iteration 33Q: 3 clusters Score -806821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -806821.500000 Penalty: 2857.775879
	Iteration 34F: 3 clusters Score -806821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110986 members 
Entering Unmasked Estep 
Score: -14034702.000000 Penalty: 1887.788330
	Iteration 0F: 2 clusters Score -1.40347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -13962698.000000 Penalty: 3775.576660
	Iteration 0F: 3 clusters Score -1.39627e+07 nChanged 53115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -13993533.000000 Penalty: 3775.576660
	Iteration 1F: 3 clusters Score -1.399353e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -13994526.000000 Penalty: 3775.576660
	Iteration 2Q: 3 clusters Score -1.399453e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -13996109.000000 Penalty: 3775.576660
	Iteration 3Q: 3 clusters Score -1.399611e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -13999021.000000 Penalty: 3775.576660
	Iteration 4F: 3 clusters Score -1.399902e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -14004029.000000 Penalty: 3775.576660
	Iteration 5F: 3 clusters Score -1.400403e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -14010714.000000 Penalty: 3775.576660
	Iteration 6F: 3 clusters Score -1.401071e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -14017606.000000 Penalty: 3775.576660
	Iteration 7F: 3 clusters Score -1.401761e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -14022620.000000 Penalty: 3775.576660
	Iteration 8F: 3 clusters Score -1.402262e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -14024997.000000 Penalty: 3775.576660
	Iteration 9Q: 3 clusters Score -1.4025e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -14025617.000000 Penalty: 3775.576660
	Iteration 10Q: 3 clusters Score -1.402562e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 94143 members 
Entering Unmasked Estep 
Score: -14025879.000000 Penalty: 3775.576660
	Iteration 11Q: 3 clusters Score -1.402588e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -14026003.000000 Penalty: 3775.576660
	Iteration 12Q: 3 clusters Score -1.4026e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -14026090.000000 Penalty: 3775.576660
	Iteration 13Q: 3 clusters Score -1.402609e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -14026107.000000 Penalty: 3775.576660
	Iteration 14Q: 3 clusters Score -1.402611e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -14026087.000000 Penalty: 3775.576660
	Iteration 15Q: 3 clusters Score -1.402609e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -14026123.000000 Penalty: 3775.576660
	Iteration 16Q: 3 clusters Score -1.402612e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -14026119.000000 Penalty: 3775.576660
	Iteration 17Q: 3 clusters Score -1.402612e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -14026023.000000 Penalty: 3775.576660
	Iteration 18Q: 3 clusters Score -1.402602e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -14025880.000000 Penalty: 3775.576660
	Iteration 19Q: 3 clusters Score -1.402588e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -14025753.000000 Penalty: 3775.576660
	Iteration 20F: 3 clusters Score -1.402575e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -14025628.000000 Penalty: 3775.576660
	Iteration 21Q: 3 clusters Score -1.402563e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -14025502.000000 Penalty: 3775.576660
	Iteration 22Q: 3 clusters Score -1.40255e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -14025423.000000 Penalty: 3775.576660
	Iteration 23Q: 3 clusters Score -1.402542e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -14025337.000000 Penalty: 3775.576660
	Iteration 24Q: 3 clusters Score -1.402534e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -14025189.000000 Penalty: 3775.576660
	Iteration 25Q: 3 clusters Score -1.402519e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -14025079.000000 Penalty: 3775.576660
	Iteration 26Q: 3 clusters Score -1.402508e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -14024928.000000 Penalty: 3775.576660
	Iteration 27Q: 3 clusters Score -1.402493e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -14024848.000000 Penalty: 3775.576660
	Iteration 28Q: 3 clusters Score -1.402485e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -14024796.000000 Penalty: 3775.576660
	Iteration 29Q: 3 clusters Score -1.40248e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -14024686.000000 Penalty: 3775.576660
	Iteration 30Q: 3 clusters Score -1.402469e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -14024539.000000 Penalty: 3775.576660
	Iteration 31Q: 3 clusters Score -1.402454e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -14024472.000000 Penalty: 3775.576660
	Iteration 32Q: 3 clusters Score -1.402447e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -14024441.000000 Penalty: 3775.576660
	Iteration 33Q: 3 clusters Score -1.402444e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -14024379.000000 Penalty: 3775.576660
	Iteration 34Q: 3 clusters Score -1.402438e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -14024340.000000 Penalty: 3775.576660
	Iteration 35Q: 3 clusters Score -1.402434e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -14024213.000000 Penalty: 3775.576660
	Iteration 36Q: 3 clusters Score -1.402421e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -14024255.000000 Penalty: 3775.576660
	Iteration 37Q: 3 clusters Score -1.402426e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -14024256.000000 Penalty: 3775.576660
	Iteration 38Q: 3 clusters Score -1.402426e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -14024244.000000 Penalty: 3775.576660
	Iteration 39Q: 3 clusters Score -1.402424e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -14024287.000000 Penalty: 3775.576660
	Iteration 40F: 3 clusters Score -1.402429e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -14024300.000000 Penalty: 3775.576660
	Iteration 41Q: 3 clusters Score -1.40243e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -14024328.000000 Penalty: 3775.576660
	Iteration 42Q: 3 clusters Score -1.402433e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -14024294.000000 Penalty: 3775.576660
	Iteration 43Q: 3 clusters Score -1.402429e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -14024363.000000 Penalty: 3775.576660
	Iteration 44Q: 3 clusters Score -1.402436e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -14024396.000000 Penalty: 3775.576660
	Iteration 45Q: 3 clusters Score -1.40244e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -14024439.000000 Penalty: 3775.576660
	Iteration 46Q: 3 clusters Score -1.402444e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -14024494.000000 Penalty: 3775.576660
	Iteration 47Q: 3 clusters Score -1.402449e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -14024503.000000 Penalty: 3775.576660
	Iteration 48Q: 3 clusters Score -1.40245e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -14024497.000000 Penalty: 3775.576660
	Iteration 49Q: 3 clusters Score -1.40245e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -14024468.000000 Penalty: 3775.576660
	Iteration 50Q: 3 clusters Score -1.402447e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -14024463.000000 Penalty: 3775.576660
	Iteration 51Q: 3 clusters Score -1.402446e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -14024466.000000 Penalty: 3775.576660
	Iteration 52Q: 3 clusters Score -1.402447e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -14024454.000000 Penalty: 3775.576660
	Iteration 53Q: 3 clusters Score -1.402445e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -14024424.000000 Penalty: 3775.576660
	Iteration 54Q: 3 clusters Score -1.402442e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -14024399.000000 Penalty: 3775.576660
	Iteration 55Q: 3 clusters Score -1.40244e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -14024388.000000 Penalty: 3775.576660
	Iteration 56Q: 3 clusters Score -1.402439e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -14024417.000000 Penalty: 3775.576660
	Iteration 57Q: 3 clusters Score -1.402442e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -14024475.000000 Penalty: 3775.576660
	Iteration 58Q: 3 clusters Score -1.402448e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -14024474.000000 Penalty: 3775.576660
	Iteration 59Q: 3 clusters Score -1.402447e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -14024476.000000 Penalty: 3775.576660
	Iteration 60F: 3 clusters Score -1.402448e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -14024495.000000 Penalty: 3775.576660
	Iteration 61Q: 3 clusters Score -1.40245e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -14024494.000000 Penalty: 3775.576660
	Iteration 62Q: 3 clusters Score -1.402449e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -14024515.000000 Penalty: 3775.576660
	Iteration 63Q: 3 clusters Score -1.402452e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -14024535.000000 Penalty: 3775.576660
	Iteration 64Q: 3 clusters Score -1.402454e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -14024576.000000 Penalty: 3775.576660
	Iteration 65Q: 3 clusters Score -1.402458e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -14024543.000000 Penalty: 3775.576660
	Iteration 66Q: 3 clusters Score -1.402454e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -14024525.000000 Penalty: 3775.576660
	Iteration 67Q: 3 clusters Score -1.402452e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -14024461.000000 Penalty: 3775.576660
	Iteration 68Q: 3 clusters Score -1.402446e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -14024462.000000 Penalty: 3775.576660
	Iteration 69Q: 3 clusters Score -1.402446e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -14024473.000000 Penalty: 3775.576660
	Iteration 70Q: 3 clusters Score -1.402447e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -14024455.000000 Penalty: 3775.576660
	Iteration 71Q: 3 clusters Score -1.402446e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -14024448.000000 Penalty: 3775.576660
	Iteration 72Q: 3 clusters Score -1.402445e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -14024458.000000 Penalty: 3775.576660
	Iteration 73Q: 3 clusters Score -1.402446e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -14024519.000000 Penalty: 3775.576660
	Iteration 74Q: 3 clusters Score -1.402452e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -14024578.000000 Penalty: 3775.576660
	Iteration 75Q: 3 clusters Score -1.402458e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -14024642.000000 Penalty: 3775.576660
	Iteration 76Q: 3 clusters Score -1.402464e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -14024653.000000 Penalty: 3775.576660
	Iteration 77Q: 3 clusters Score -1.402465e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -14024717.000000 Penalty: 3775.576660
	Iteration 78Q: 3 clusters Score -1.402472e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -14024788.000000 Penalty: 3775.576660
	Iteration 79Q: 3 clusters Score -1.402479e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -14024877.000000 Penalty: 3775.576660
	Iteration 80F: 3 clusters Score -1.402488e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -14025108.000000 Penalty: 3775.576660
	Iteration 81Q: 3 clusters Score -1.402511e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -14025363.000000 Penalty: 3775.576660
	Iteration 82Q: 3 clusters Score -1.402536e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -14025644.000000 Penalty: 3775.576660
	Iteration 83Q: 3 clusters Score -1.402564e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -14025979.000000 Penalty: 3775.576660
	Iteration 84Q: 3 clusters Score -1.402598e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -14026398.000000 Penalty: 3775.576660
	Iteration 85Q: 3 clusters Score -1.40264e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -14026938.000000 Penalty: 3775.576660
	Iteration 86Q: 3 clusters Score -1.402694e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -14027469.000000 Penalty: 3775.576660
	Iteration 87Q: 3 clusters Score -1.402747e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -14028146.000000 Penalty: 3775.576660
	Iteration 88Q: 3 clusters Score -1.402815e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -14028684.000000 Penalty: 3775.576660
	Iteration 89Q: 3 clusters Score -1.402868e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -14029321.000000 Penalty: 3775.576660
	Iteration 90Q: 3 clusters Score -1.402932e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -14029891.000000 Penalty: 3775.576660
	Iteration 91Q: 3 clusters Score -1.402989e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99741 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -14030859.000000 Penalty: 3775.576660
	Iteration 92Q: 3 clusters Score -1.403086e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -14031624.000000 Penalty: 3775.576660
	Iteration 93Q: 3 clusters Score -1.403162e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -14032120.000000 Penalty: 3775.576660
	Iteration 94Q: 3 clusters Score -1.403212e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -14032469.000000 Penalty: 3775.576660
	Iteration 95Q: 3 clusters Score -1.403247e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104394 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -14032692.000000 Penalty: 3775.576660
	Iteration 96Q: 3 clusters Score -1.403269e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -14032868.000000 Penalty: 3775.576660
	Iteration 97Q: 3 clusters Score -1.403287e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -14033002.000000 Penalty: 3775.576660
	Iteration 98Q: 3 clusters Score -1.4033e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -14033154.000000 Penalty: 3775.576660
	Iteration 99Q: 3 clusters Score -1.403315e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -14033213.000000 Penalty: 3775.576660
	Iteration 100F: 3 clusters Score -1.403321e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -14033287.000000 Penalty: 3775.576660
	Iteration 101Q: 3 clusters Score -1.403329e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -14033347.000000 Penalty: 3775.576660
	Iteration 102Q: 3 clusters Score -1.403335e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -14033343.000000 Penalty: 3775.576660
	Iteration 103Q: 3 clusters Score -1.403334e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -14033362.000000 Penalty: 3775.576660
	Iteration 104Q: 3 clusters Score -1.403336e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -14033378.000000 Penalty: 3775.576660
	Iteration 105Q: 3 clusters Score -1.403338e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -14033371.000000 Penalty: 3775.576660
	Iteration 106Q: 3 clusters Score -1.403337e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -14033394.000000 Penalty: 3775.576660
	Iteration 107Q: 3 clusters Score -1.403339e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -14033390.000000 Penalty: 3775.576660
	Iteration 108Q: 3 clusters Score -1.403339e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -14033394.000000 Penalty: 3775.576660
	Iteration 109Q: 3 clusters Score -1.403339e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -14033411.000000 Penalty: 3775.576660
	Iteration 110Q: 3 clusters Score -1.403341e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -14033429.000000 Penalty: 3775.576660
	Iteration 111Q: 3 clusters Score -1.403343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -14033468.000000 Penalty: 3775.576660
	Iteration 112Q: 3 clusters Score -1.403347e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14033454.000000 Penalty: 3775.576660
	Iteration 113Q: 3 clusters Score -1.403345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -14033444.000000 Penalty: 3775.576660
	Iteration 114Q: 3 clusters Score -1.403344e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -14033471.000000 Penalty: 3775.576660
	Iteration 115Q: 3 clusters Score -1.403347e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -14033482.000000 Penalty: 3775.576660
	Iteration 116Q: 3 clusters Score -1.403348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108104 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -14033460.000000 Penalty: 3775.576660
	Iteration 117Q: 3 clusters Score -1.403346e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -14033470.000000 Penalty: 3775.576660
	Iteration 118Q: 3 clusters Score -1.403347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -14033477.000000 Penalty: 3775.576660
	Iteration 119Q: 3 clusters Score -1.403348e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -14033482.000000 Penalty: 3775.576660
	Iteration 120F: 3 clusters Score -1.403348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -14033499.000000 Penalty: 3775.576660
	Iteration 121Q: 3 clusters Score -1.40335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108251 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -14033507.000000 Penalty: 3775.576660
	Iteration 122Q: 3 clusters Score -1.403351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -14033513.000000 Penalty: 3775.576660
	Iteration 123Q: 3 clusters Score -1.403351e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -14033516.000000 Penalty: 3775.576660
	Iteration 124Q: 3 clusters Score -1.403352e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -14033504.000000 Penalty: 3775.576660
	Iteration 125Q: 3 clusters Score -1.40335e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108363 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -14033532.000000 Penalty: 3775.576660
	Iteration 126Q: 3 clusters Score -1.403353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108391 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -14033530.000000 Penalty: 3775.576660
	Iteration 127Q: 3 clusters Score -1.403353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -14033531.000000 Penalty: 3775.576660
	Iteration 128Q: 3 clusters Score -1.403353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -14033539.000000 Penalty: 3775.576660
	Iteration 129Q: 3 clusters Score -1.403354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -14033535.000000 Penalty: 3775.576660
	Iteration 130Q: 3 clusters Score -1.403354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -14033525.000000 Penalty: 3775.576660
	Iteration 131Q: 3 clusters Score -1.403352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108487 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14033531.000000 Penalty: 3775.576660
	Iteration 132Q: 3 clusters Score -1.403353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -14033529.000000 Penalty: 3775.576660
	Iteration 133Q: 3 clusters Score -1.403353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -14033541.000000 Penalty: 3775.576660
	Iteration 134Q: 3 clusters Score -1.403354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -14033527.000000 Penalty: 3775.576660
	Iteration 135Q: 3 clusters Score -1.403353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -14033531.000000 Penalty: 3775.576660
	Iteration 136Q: 3 clusters Score -1.403353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -14033529.000000 Penalty: 3775.576660
	Iteration 137Q: 3 clusters Score -1.403353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -14033526.000000 Penalty: 3775.576660
	Iteration 138Q: 3 clusters Score -1.403353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -14033527.000000 Penalty: 3775.576660
	Iteration 139Q: 3 clusters Score -1.403353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -14033532.000000 Penalty: 3775.576660
	Iteration 140F: 3 clusters Score -1.403353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -14033544.000000 Penalty: 3775.576660
	Iteration 141Q: 3 clusters Score -1.403354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -14033541.000000 Penalty: 3775.576660
	Iteration 142Q: 3 clusters Score -1.403354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -14033545.000000 Penalty: 3775.576660
	Iteration 143Q: 3 clusters Score -1.403354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -14033542.000000 Penalty: 3775.576660
	Iteration 144Q: 3 clusters Score -1.403354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14033567.000000 Penalty: 3775.576660
	Iteration 145Q: 3 clusters Score -1.403357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108608 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14033558.000000 Penalty: 3775.576660
	Iteration 146Q: 3 clusters Score -1.403356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -14033562.000000 Penalty: 3775.576660
	Iteration 147Q: 3 clusters Score -1.403356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108626 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -14033558.000000 Penalty: 3775.576660
	Iteration 148Q: 3 clusters Score -1.403356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -14033554.000000 Penalty: 3775.576660
	Iteration 149Q: 3 clusters Score -1.403355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108638 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -14033554.000000 Penalty: 3775.576660
	Iteration 150Q: 3 clusters Score -1.403355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14033548.000000 Penalty: 3775.576660
	Iteration 151Q: 3 clusters Score -1.403355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -14033543.000000 Penalty: 3775.576660
	Iteration 152Q: 3 clusters Score -1.403354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -14033540.000000 Penalty: 3775.576660
	Iteration 153Q: 3 clusters Score -1.403354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -14033547.000000 Penalty: 3775.576660
	Iteration 154Q: 3 clusters Score -1.403355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -14033539.000000 Penalty: 3775.576660
	Iteration 155Q: 3 clusters Score -1.403354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14033536.000000 Penalty: 3775.576660
	Iteration 156Q: 3 clusters Score -1.403354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -14033542.000000 Penalty: 3775.576660
	Iteration 157Q: 3 clusters Score -1.403354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -14033539.000000 Penalty: 3775.576660
	Iteration 158Q: 3 clusters Score -1.403354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -14033535.000000 Penalty: 3775.576660
	Iteration 159Q: 3 clusters Score -1.403354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -14033535.000000 Penalty: 3775.576660
	Iteration 160F: 3 clusters Score -1.403354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (116850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116850 members 
Entering Unmasked Estep 
Score: -14715212.000000 Penalty: 1896.154907
	Iteration 0F: 2 clusters Score -1.471521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -14640744.000000 Penalty: 3792.309814
	Iteration 0F: 3 clusters Score -1.464074e+07 nChanged 56194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -14673405.000000 Penalty: 3792.309814
	Iteration 1F: 3 clusters Score -1.46734e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -14674144.000000 Penalty: 3792.309814
	Iteration 2Q: 3 clusters Score -1.467414e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -14674961.000000 Penalty: 3792.309814
	Iteration 3Q: 3 clusters Score -1.467496e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -14676075.000000 Penalty: 3792.309814
	Iteration 4Q: 3 clusters Score -1.467608e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -14677623.000000 Penalty: 3792.309814
	Iteration 5Q: 3 clusters Score -1.467762e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -14680033.000000 Penalty: 3792.309814
	Iteration 6Q: 3 clusters Score -1.468003e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -14684174.000000 Penalty: 3792.309814
	Iteration 7F: 3 clusters Score -1.468417e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -14690040.000000 Penalty: 3792.309814
	Iteration 8F: 3 clusters Score -1.469004e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -14695779.000000 Penalty: 3792.309814
	Iteration 9F: 3 clusters Score -1.469578e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -14698997.000000 Penalty: 3792.309814
	Iteration 10F: 3 clusters Score -1.4699e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -14700263.000000 Penalty: 3792.309814
	Iteration 11Q: 3 clusters Score -1.470026e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -14700920.000000 Penalty: 3792.309814
	Iteration 12Q: 3 clusters Score -1.470092e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -14701449.000000 Penalty: 3792.309814
	Iteration 13Q: 3 clusters Score -1.470145e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -14701867.000000 Penalty: 3792.309814
	Iteration 14Q: 3 clusters Score -1.470187e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -14702149.000000 Penalty: 3792.309814
	Iteration 15Q: 3 clusters Score -1.470215e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -14702432.000000 Penalty: 3792.309814
	Iteration 16Q: 3 clusters Score -1.470243e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -14702672.000000 Penalty: 3792.309814
	Iteration 17Q: 3 clusters Score -1.470267e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -14702835.000000 Penalty: 3792.309814
	Iteration 18Q: 3 clusters Score -1.470284e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -14703161.000000 Penalty: 3792.309814
	Iteration 19Q: 3 clusters Score -1.470316e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -14703396.000000 Penalty: 3792.309814
	Iteration 20F: 3 clusters Score -1.47034e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -14703725.000000 Penalty: 3792.309814
	Iteration 21Q: 3 clusters Score -1.470372e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -14703952.000000 Penalty: 3792.309814
	Iteration 22Q: 3 clusters Score -1.470395e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -14704163.000000 Penalty: 3792.309814
	Iteration 23Q: 3 clusters Score -1.470416e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -14704409.000000 Penalty: 3792.309814
	Iteration 24Q: 3 clusters Score -1.470441e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -14704756.000000 Penalty: 3792.309814
	Iteration 25Q: 3 clusters Score -1.470476e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -14705189.000000 Penalty: 3792.309814
	Iteration 26Q: 3 clusters Score -1.470519e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -14705541.000000 Penalty: 3792.309814
	Iteration 27Q: 3 clusters Score -1.470554e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -14705888.000000 Penalty: 3792.309814
	Iteration 28Q: 3 clusters Score -1.470589e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -14706183.000000 Penalty: 3792.309814
	Iteration 29Q: 3 clusters Score -1.470618e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -14706483.000000 Penalty: 3792.309814
	Iteration 30Q: 3 clusters Score -1.470648e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -14706786.000000 Penalty: 3792.309814
	Iteration 31Q: 3 clusters Score -1.470679e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -14707038.000000 Penalty: 3792.309814
	Iteration 32Q: 3 clusters Score -1.470704e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -14707264.000000 Penalty: 3792.309814
	Iteration 33Q: 3 clusters Score -1.470726e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -14707469.000000 Penalty: 3792.309814
	Iteration 34Q: 3 clusters Score -1.470747e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -14707617.000000 Penalty: 3792.309814
	Iteration 35Q: 3 clusters Score -1.470762e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -14707697.000000 Penalty: 3792.309814
	Iteration 36Q: 3 clusters Score -1.47077e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -14707997.000000 Penalty: 3792.309814
	Iteration 37Q: 3 clusters Score -1.4708e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -14708301.000000 Penalty: 3792.309814
	Iteration 38Q: 3 clusters Score -1.47083e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -14708511.000000 Penalty: 3792.309814
	Iteration 39Q: 3 clusters Score -1.470851e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -14708921.000000 Penalty: 3792.309814
	Iteration 40F: 3 clusters Score -1.470892e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -14709389.000000 Penalty: 3792.309814
	Iteration 41Q: 3 clusters Score -1.470939e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -14709741.000000 Penalty: 3792.309814
	Iteration 42Q: 3 clusters Score -1.470974e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -14710152.000000 Penalty: 3792.309814
	Iteration 43Q: 3 clusters Score -1.471015e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -14710629.000000 Penalty: 3792.309814
	Iteration 44Q: 3 clusters Score -1.471063e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -14710926.000000 Penalty: 3792.309814
	Iteration 45Q: 3 clusters Score -1.471093e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -14711201.000000 Penalty: 3792.309814
	Iteration 46Q: 3 clusters Score -1.47112e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -14711664.000000 Penalty: 3792.309814
	Iteration 47Q: 3 clusters Score -1.471166e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -14712194.000000 Penalty: 3792.309814
	Iteration 48Q: 3 clusters Score -1.471219e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -14712485.000000 Penalty: 3792.309814
	Iteration 49Q: 3 clusters Score -1.471248e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 96255 members 
Entering Unmasked Estep 
Score: -14712798.000000 Penalty: 3792.309814
	Iteration 50Q: 3 clusters Score -1.47128e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -14713079.000000 Penalty: 3792.309814
	Iteration 51Q: 3 clusters Score -1.471308e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -14713402.000000 Penalty: 3792.309814
	Iteration 52Q: 3 clusters Score -1.47134e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -14713649.000000 Penalty: 3792.309814
	Iteration 53Q: 3 clusters Score -1.471365e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -14713884.000000 Penalty: 3792.309814
	Iteration 54Q: 3 clusters Score -1.471388e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -14714073.000000 Penalty: 3792.309814
	Iteration 55Q: 3 clusters Score -1.471407e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -14714225.000000 Penalty: 3792.309814
	Iteration 56Q: 3 clusters Score -1.471422e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -14714365.000000 Penalty: 3792.309814
	Iteration 57Q: 3 clusters Score -1.471436e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -14714502.000000 Penalty: 3792.309814
	Iteration 58Q: 3 clusters Score -1.47145e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -14714570.000000 Penalty: 3792.309814
	Iteration 59Q: 3 clusters Score -1.471457e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -14715018.000000 Penalty: 3792.309814
	Iteration 60F: 3 clusters Score -1.471502e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -14715190.000000 Penalty: 3792.309814
	Iteration 61Q: 3 clusters Score -1.471519e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 109845 members 
Entering Unmasked Estep 
Score: -14715317.000000 Penalty: 3792.309814
	Iteration 62Q: 3 clusters Score -1.471532e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -14715318.000000 Penalty: 3792.309814
	Iteration 63Q: 3 clusters Score -1.471532e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 111497 members 
Entering Unmasked Estep 
Score: -14715144.000000 Penalty: 3792.309814
	Iteration 64Q: 3 clusters Score -1.471514e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -14714989.000000 Penalty: 3792.309814
	Iteration 65Q: 3 clusters Score -1.471499e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -14714820.000000 Penalty: 3792.309814
	Iteration 66Q: 3 clusters Score -1.471482e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -14714722.000000 Penalty: 3792.309814
	Iteration 67Q: 3 clusters Score -1.471472e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 113693 members 
Entering Unmasked Estep 
Score: -14714667.000000 Penalty: 3792.309814
	Iteration 68Q: 3 clusters Score -1.471467e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -14714577.000000 Penalty: 3792.309814
	Iteration 69Q: 3 clusters Score -1.471458e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -14714475.000000 Penalty: 3792.309814
	Iteration 70Q: 3 clusters Score -1.471448e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -14714478.000000 Penalty: 3792.309814
	Iteration 71Q: 3 clusters Score -1.471448e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -14714395.000000 Penalty: 3792.309814
	Iteration 72Q: 3 clusters Score -1.47144e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -14714389.000000 Penalty: 3792.309814
	Iteration 73Q: 3 clusters Score -1.471439e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -14714309.000000 Penalty: 3792.309814
	Iteration 74Q: 3 clusters Score -1.471431e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -14714257.000000 Penalty: 3792.309814
	Iteration 75Q: 3 clusters Score -1.471426e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
Score: -14714221.000000 Penalty: 3792.309814
	Iteration 76Q: 3 clusters Score -1.471422e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -14714211.000000 Penalty: 3792.309814
	Iteration 77Q: 3 clusters Score -1.471421e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -14714190.000000 Penalty: 3792.309814
	Iteration 78Q: 3 clusters Score -1.471419e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -14714174.000000 Penalty: 3792.309814
	Iteration 79Q: 3 clusters Score -1.471417e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -14714156.000000 Penalty: 3792.309814
	Iteration 80F: 3 clusters Score -1.471416e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -14714150.000000 Penalty: 3792.309814
	Iteration 81Q: 3 clusters Score -1.471415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -14714135.000000 Penalty: 3792.309814
	Iteration 82Q: 3 clusters Score -1.471414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 115833 members 
Entering Unmasked Estep 
Score: -14714123.000000 Penalty: 3792.309814
	Iteration 83Q: 3 clusters Score -1.471412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -14714136.000000 Penalty: 3792.309814
	Iteration 84Q: 3 clusters Score -1.471414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 115898 members 
Entering Unmasked Estep 
Score: -14714139.000000 Penalty: 3792.309814
	Iteration 85Q: 3 clusters Score -1.471414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -14714136.000000 Penalty: 3792.309814
	Iteration 86Q: 3 clusters Score -1.471414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -14714142.000000 Penalty: 3792.309814
	Iteration 87Q: 3 clusters Score -1.471414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -14714139.000000 Penalty: 3792.309814
	Iteration 88Q: 3 clusters Score -1.471414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -14714103.000000 Penalty: 3792.309814
	Iteration 89Q: 3 clusters Score -1.47141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -14714099.000000 Penalty: 3792.309814
	Iteration 90Q: 3 clusters Score -1.47141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -14714110.000000 Penalty: 3792.309814
	Iteration 91Q: 3 clusters Score -1.471411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 116022 members 
Entering Unmasked Estep 
Score: -14714105.000000 Penalty: 3792.309814
	Iteration 92Q: 3 clusters Score -1.47141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -14714097.000000 Penalty: 3792.309814
	Iteration 93Q: 3 clusters Score -1.47141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -14714093.000000 Penalty: 3792.309814
	Iteration 94Q: 3 clusters Score -1.471409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 116050 members 
Entering Unmasked Estep 
Score: -14714076.000000 Penalty: 3792.309814
	Iteration 95Q: 3 clusters Score -1.471408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -14714072.000000 Penalty: 3792.309814
	Iteration 96Q: 3 clusters Score -1.471407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -14714071.000000 Penalty: 3792.309814
	Iteration 97Q: 3 clusters Score -1.471407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -14714083.000000 Penalty: 3792.309814
	Iteration 98Q: 3 clusters Score -1.471408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -14714097.000000 Penalty: 3792.309814
	Iteration 99Q: 3 clusters Score -1.47141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 116123 members 
Entering Unmasked Estep 
Score: -14714098.000000 Penalty: 3792.309814
	Iteration 100F: 3 clusters Score -1.47141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 116134 members 
Entering Unmasked Estep 
Score: -14714093.000000 Penalty: 3792.309814
	Iteration 101Q: 3 clusters Score -1.471409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -14714104.000000 Penalty: 3792.309814
	Iteration 102Q: 3 clusters Score -1.47141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -14714105.000000 Penalty: 3792.309814
	Iteration 103Q: 3 clusters Score -1.47141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -14714101.000000 Penalty: 3792.309814
	Iteration 104Q: 3 clusters Score -1.47141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -14714103.000000 Penalty: 3792.309814
	Iteration 105Q: 3 clusters Score -1.47141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 116155 members 
Entering Unmasked Estep 
Score: -14714117.000000 Penalty: 3792.309814
	Iteration 106Q: 3 clusters Score -1.471412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -14714112.000000 Penalty: 3792.309814
	Iteration 107Q: 3 clusters Score -1.471411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -14714114.000000 Penalty: 3792.309814
	Iteration 108Q: 3 clusters Score -1.471411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -14714121.000000 Penalty: 3792.309814
	Iteration 109Q: 3 clusters Score -1.471412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -14714123.000000 Penalty: 3792.309814
	Iteration 110Q: 3 clusters Score -1.471412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -14714122.000000 Penalty: 3792.309814
	Iteration 111Q: 3 clusters Score -1.471412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 116168 members 
Entering Unmasked Estep 
Score: -14714121.000000 Penalty: 3792.309814
	Iteration 112Q: 3 clusters Score -1.471412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 116169 members 
Entering Unmasked Estep 
Score: -14714120.000000 Penalty: 3792.309814
	Iteration 113Q: 3 clusters Score -1.471412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -14714126.000000 Penalty: 3792.309814
	Iteration 114Q: 3 clusters Score -1.471413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -14714126.000000 Penalty: 3792.309814
	Iteration 115Q: 3 clusters Score -1.471413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 116176 members 
Entering Unmasked Estep 
Score: -14714127.000000 Penalty: 3792.309814
	Iteration 116Q: 3 clusters Score -1.471413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
Score: -14714128.000000 Penalty: 3792.309814
	Iteration 117Q: 3 clusters Score -1.471413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 116181 members 
Entering Unmasked Estep 
Score: -14714129.000000 Penalty: 3792.309814
	Iteration 118Q: 3 clusters Score -1.471413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 116183 members 
Entering Unmasked Estep 
Score: -14714125.000000 Penalty: 3792.309814
	Iteration 119Q: 3 clusters Score -1.471412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -14714131.000000 Penalty: 3792.309814
	Iteration 120F: 3 clusters Score -1.471413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -14714117.000000 Penalty: 3792.309814
	Iteration 121Q: 3 clusters Score -1.471412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -14714117.000000 Penalty: 3792.309814
	Iteration 122F: 3 clusters Score -1.471412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Entering Unmasked Estep 
Score: -6012682.500000 Penalty: 1755.678833
	Iteration 0F: 2 clusters Score -6012682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -5979685.500000 Penalty: 3511.357666
	Iteration 0F: 3 clusters Score -5979686 nChanged 23102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5992862.000000 Penalty: 3511.357666
	Iteration 1F: 3 clusters Score -5992862 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -5993660.500000 Penalty: 3511.357666
	Iteration 2Q: 3 clusters Score -5993660 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -5994646.500000 Penalty: 3511.357666
	Iteration 3Q: 3 clusters Score -5994646 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -5996237.000000 Penalty: 3511.357666
	Iteration 4F: 3 clusters Score -5996237 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -5998730.000000 Penalty: 3511.357666
	Iteration 5F: 3 clusters Score -5998730 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -6001986.000000 Penalty: 3511.357666
	Iteration 6F: 3 clusters Score -6001986 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -6005345.000000 Penalty: 3511.357666
	Iteration 7F: 3 clusters Score -6005345 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -6007970.000000 Penalty: 3511.357666
	Iteration 8F: 3 clusters Score -6007970 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -6009798.500000 Penalty: 3511.357666
	Iteration 9Q: 3 clusters Score -6009798 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -6010615.500000 Penalty: 3511.357666
	Iteration 10Q: 3 clusters Score -6010616 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6010915.000000 Penalty: 3511.357666
	Iteration 11Q: 3 clusters Score -6010915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -6011011.000000 Penalty: 3511.357666
	Iteration 12Q: 3 clusters Score -6011011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -6011065.000000 Penalty: 3511.357666
	Iteration 13Q: 3 clusters Score -6011065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6011084.500000 Penalty: 3511.357666
	Iteration 14Q: 3 clusters Score -6011084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6011104.000000 Penalty: 3511.357666
	Iteration 15Q: 3 clusters Score -6011104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6011114.500000 Penalty: 3511.357666
	Iteration 16Q: 3 clusters Score -6011114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -6011122.000000 Penalty: 3511.357666
	Iteration 17Q: 3 clusters Score -6011122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6011122.000000 Penalty: 3511.357666
	Iteration 18Q: 3 clusters Score -6011122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6011132.000000 Penalty: 3511.357666
	Iteration 19Q: 3 clusters Score -6011132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -6011129.500000 Penalty: 3511.357666
	Iteration 20F: 3 clusters Score -6011130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -6011136.000000 Penalty: 3511.357666
	Iteration 21Q: 3 clusters Score -6011136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6011133.000000 Penalty: 3511.357666
	Iteration 22Q: 3 clusters Score -6011133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6011129.000000 Penalty: 3511.357666
	Iteration 23Q: 3 clusters Score -6011129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -6011135.000000 Penalty: 3511.357666
	Iteration 24Q: 3 clusters Score -6011135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -6011140.000000 Penalty: 3511.357666
	Iteration 25Q: 3 clusters Score -6011140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6011136.500000 Penalty: 3511.357666
	Iteration 26Q: 3 clusters Score -6011136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6011139.500000 Penalty: 3511.357666
	Iteration 27Q: 3 clusters Score -6011140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6011139.500000 Penalty: 3511.357666
	Iteration 28F: 3 clusters Score -6011140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -245052.671875 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -245052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -242935.359375 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -242935.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -243474.828125 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -243474.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243582.562500 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -243582.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -243634.953125 Penalty: 2477.683594
	Iteration 3Q: 3 clusters Score -243635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -243669.218750 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -243669.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -243697.937500 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -243697.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -243728.484375 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -243728.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243756.593750 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -243756.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -243789.062500 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -243789.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -243815.796875 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -243815.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -243843.781250 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -243843.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -243876.578125 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -243876.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243918.125000 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -243918.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -243950.640625 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -243950.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -243971.640625 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -243971.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -243989.687500 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -243989.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -244016.343750 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -244016.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244045.843750 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -244045.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -244070.250000 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -244070.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -244095.703125 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -244095.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244115.078125 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -244115.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -244132.140625 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -244132.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -244144.468750 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -244144.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -244154.703125 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -244154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -244160.656250 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -244160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -244164.687500 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -244164.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -244169.062500 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -244169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -244172.968750 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -244173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -244176.828125 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -244176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -244181.312500 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -244181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -244185.218750 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -244185.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -244188.078125 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -244188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -244190.859375 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -244190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -244192.515625 Penalty: 2477.683594
	Iteration 33Q: 3 clusters Score -244192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -244193.718750 Penalty: 2477.683594
	Iteration 34Q: 3 clusters Score -244193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -244195.656250 Penalty: 2477.683594
	Iteration 35Q: 3 clusters Score -244195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -244196.375000 Penalty: 2477.683594
	Iteration 36Q: 3 clusters Score -244196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -244196.375000 Penalty: 2477.683594
	Iteration 37F: 3 clusters Score -244196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -21200.833984 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -21200.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20531.642578 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -20531.64 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20983.562500 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -20983.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21187.431641 Penalty: 1869.586060
	Iteration 2F: 3 clusters Score -21187.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21243.142578 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -21243.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21297.640625 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -21297.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21306.111328 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -21306.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21306.111328 Penalty: 1869.586060
	Iteration 6F: 3 clusters Score -21306.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 106595 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 116850 members 
Mstep: Class 11 contains 49226 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 118 members 
Mstep: Class 14 contains 66570 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 119224 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115910 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15702 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 131968 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 96145 members 
Mstep: Class 37 contains 2295 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 197 members 
Entering Unmasked Estep 
Score: -141701552.000000 Penalty: 88477.945312
Splitting cluster 13 changes total score from -141702208.000000 to -141701552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (66570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Entering Unmasked Estep 
Score: -8439982.000000 Penalty: 1804.726562
	Iteration 0F: 2 clusters Score -8439982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -8395449.000000 Penalty: 3609.453125
	Iteration 0F: 3 clusters Score -8395449 nChanged 31451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8413737.000000 Penalty: 3609.453125
	Iteration 1F: 3 clusters Score -8413737 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -8414501.000000 Penalty: 3609.453125
	Iteration 2Q: 3 clusters Score -8414501 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -8415666.000000 Penalty: 3609.453125
	Iteration 3Q: 3 clusters Score -8415666 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -8417560.000000 Penalty: 3609.453125
	Iteration 4F: 3 clusters Score -8417560 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8420499.000000 Penalty: 3609.453125
	Iteration 5F: 3 clusters Score -8420499 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -8424670.000000 Penalty: 3609.453125
	Iteration 6F: 3 clusters Score -8424670 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -8429117.000000 Penalty: 3609.453125
	Iteration 7F: 3 clusters Score -8429117 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -8432717.000000 Penalty: 3609.453125
	Iteration 8F: 3 clusters Score -8432717 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -8434897.000000 Penalty: 3609.453125
	Iteration 9Q: 3 clusters Score -8434897 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -8435942.000000 Penalty: 3609.453125
	Iteration 10Q: 3 clusters Score -8435942 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -8436509.000000 Penalty: 3609.453125
	Iteration 11Q: 3 clusters Score -8436509 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -8436902.000000 Penalty: 3609.453125
	Iteration 12Q: 3 clusters Score -8436902 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -8437174.000000 Penalty: 3609.453125
	Iteration 13Q: 3 clusters Score -8437174 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -8437391.000000 Penalty: 3609.453125
	Iteration 14Q: 3 clusters Score -8437391 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -8437588.000000 Penalty: 3609.453125
	Iteration 15Q: 3 clusters Score -8437588 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -8437801.000000 Penalty: 3609.453125
	Iteration 16Q: 3 clusters Score -8437801 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -8437938.000000 Penalty: 3609.453125
	Iteration 17Q: 3 clusters Score -8437938 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -8438033.000000 Penalty: 3609.453125
	Iteration 18Q: 3 clusters Score -8438033 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -8438090.000000 Penalty: 3609.453125
	Iteration 19Q: 3 clusters Score -8438090 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -8438165.000000 Penalty: 3609.453125
	Iteration 20F: 3 clusters Score -8438165 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -8438220.000000 Penalty: 3609.453125
	Iteration 21Q: 3 clusters Score -8438220 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -8438275.000000 Penalty: 3609.453125
	Iteration 22Q: 3 clusters Score -8438275 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -8438293.000000 Penalty: 3609.453125
	Iteration 23Q: 3 clusters Score -8438293 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -8438330.000000 Penalty: 3609.453125
	Iteration 24Q: 3 clusters Score -8438330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8438354.000000 Penalty: 3609.453125
	Iteration 25Q: 3 clusters Score -8438354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8438370.000000 Penalty: 3609.453125
	Iteration 26Q: 3 clusters Score -8438370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8438422.000000 Penalty: 3609.453125
	Iteration 27Q: 3 clusters Score -8438422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -8438446.000000 Penalty: 3609.453125
	Iteration 28Q: 3 clusters Score -8438446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -8438475.000000 Penalty: 3609.453125
	Iteration 29Q: 3 clusters Score -8438475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -8438503.000000 Penalty: 3609.453125
	Iteration 30Q: 3 clusters Score -8438503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -8438539.000000 Penalty: 3609.453125
	Iteration 31Q: 3 clusters Score -8438539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -8438532.000000 Penalty: 3609.453125
	Iteration 32Q: 3 clusters Score -8438532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -8438543.000000 Penalty: 3609.453125
	Iteration 33Q: 3 clusters Score -8438543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -8438561.000000 Penalty: 3609.453125
	Iteration 34Q: 3 clusters Score -8438561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -8438571.000000 Penalty: 3609.453125
	Iteration 35Q: 3 clusters Score -8438571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -8438590.000000 Penalty: 3609.453125
	Iteration 36Q: 3 clusters Score -8438590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -8438606.000000 Penalty: 3609.453125
	Iteration 37Q: 3 clusters Score -8438606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -8438632.000000 Penalty: 3609.453125
	Iteration 38Q: 3 clusters Score -8438632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -8438641.000000 Penalty: 3609.453125
	Iteration 39Q: 3 clusters Score -8438641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -8438639.000000 Penalty: 3609.453125
	Iteration 40F: 3 clusters Score -8438639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -8438642.000000 Penalty: 3609.453125
	Iteration 41Q: 3 clusters Score -8438642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -8438649.000000 Penalty: 3609.453125
	Iteration 42Q: 3 clusters Score -8438649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -8438669.000000 Penalty: 3609.453125
	Iteration 43Q: 3 clusters Score -8438669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -8438676.000000 Penalty: 3609.453125
	Iteration 44Q: 3 clusters Score -8438676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -8438669.000000 Penalty: 3609.453125
	Iteration 45Q: 3 clusters Score -8438669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -8438672.000000 Penalty: 3609.453125
	Iteration 46Q: 3 clusters Score -8438672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -8438675.000000 Penalty: 3609.453125
	Iteration 47Q: 3 clusters Score -8438675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -8438668.000000 Penalty: 3609.453125
	Iteration 48Q: 3 clusters Score -8438668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -8438671.000000 Penalty: 3609.453125
	Iteration 49Q: 3 clusters Score -8438671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -8438672.000000 Penalty: 3609.453125
	Iteration 50Q: 3 clusters Score -8438672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -8438670.000000 Penalty: 3609.453125
	Iteration 51Q: 3 clusters Score -8438670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -8438675.000000 Penalty: 3609.453125
	Iteration 52Q: 3 clusters Score -8438675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -8438673.000000 Penalty: 3609.453125
	Iteration 53Q: 3 clusters Score -8438673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -8438676.000000 Penalty: 3609.453125
	Iteration 54Q: 3 clusters Score -8438676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -8438683.000000 Penalty: 3609.453125
	Iteration 55Q: 3 clusters Score -8438683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -8438675.000000 Penalty: 3609.453125
	Iteration 56Q: 3 clusters Score -8438675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -8438667.000000 Penalty: 3609.453125
	Iteration 57Q: 3 clusters Score -8438667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -8438672.000000 Penalty: 3609.453125
	Iteration 58Q: 3 clusters Score -8438672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -8438670.000000 Penalty: 3609.453125
	Iteration 59Q: 3 clusters Score -8438670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -8438673.000000 Penalty: 3609.453125
	Iteration 60F: 3 clusters Score -8438673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Entering Unmasked Estep 
Score: -3725185.000000 Penalty: 1678.852295
	Iteration 0F: 2 clusters Score -3725185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3704630.500000 Penalty: 3357.704590
	Iteration 0F: 3 clusters Score -3704630 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3712781.250000 Penalty: 3357.704590
	Iteration 1F: 3 clusters Score -3712781 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3713789.500000 Penalty: 3357.704590
	Iteration 2F: 3 clusters Score -3713790 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3715198.000000 Penalty: 3357.704590
	Iteration 3F: 3 clusters Score -3715198 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3717145.000000 Penalty: 3357.704590
	Iteration 4F: 3 clusters Score -3717145 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3719329.000000 Penalty: 3357.704590
	Iteration 5F: 3 clusters Score -3719329 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3721221.000000 Penalty: 3357.704590
	Iteration 6F: 3 clusters Score -3721221 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3722579.750000 Penalty: 3357.704590
	Iteration 7Q: 3 clusters Score -3722580 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3723313.250000 Penalty: 3357.704590
	Iteration 8Q: 3 clusters Score -3723313 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3723576.500000 Penalty: 3357.704590
	Iteration 9Q: 3 clusters Score -3723576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3723715.750000 Penalty: 3357.704590
	Iteration 10Q: 3 clusters Score -3723716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3723773.500000 Penalty: 3357.704590
	Iteration 11Q: 3 clusters Score -3723774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3723814.000000 Penalty: 3357.704590
	Iteration 12Q: 3 clusters Score -3723814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3723849.500000 Penalty: 3357.704590
	Iteration 13Q: 3 clusters Score -3723850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3723878.750000 Penalty: 3357.704590
	Iteration 14Q: 3 clusters Score -3723879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3723907.250000 Penalty: 3357.704590
	Iteration 15Q: 3 clusters Score -3723907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3723924.000000 Penalty: 3357.704590
	Iteration 16Q: 3 clusters Score -3723924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3723941.500000 Penalty: 3357.704590
	Iteration 17Q: 3 clusters Score -3723942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3723960.250000 Penalty: 3357.704590
	Iteration 18Q: 3 clusters Score -3723960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3723972.250000 Penalty: 3357.704590
	Iteration 19Q: 3 clusters Score -3723972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3723973.750000 Penalty: 3357.704590
	Iteration 20F: 3 clusters Score -3723974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3723981.500000 Penalty: 3357.704590
	Iteration 21Q: 3 clusters Score -3723982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3723991.000000 Penalty: 3357.704590
	Iteration 22Q: 3 clusters Score -3723991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3724005.750000 Penalty: 3357.704590
	Iteration 23Q: 3 clusters Score -3724006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -3724027.750000 Penalty: 3357.704590
	Iteration 24Q: 3 clusters Score -3724028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3724036.000000 Penalty: 3357.704590
	Iteration 25Q: 3 clusters Score -3724036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3724057.250000 Penalty: 3357.704590
	Iteration 26Q: 3 clusters Score -3724057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3724081.750000 Penalty: 3357.704590
	Iteration 27Q: 3 clusters Score -3724082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3724087.500000 Penalty: 3357.704590
	Iteration 28Q: 3 clusters Score -3724088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3724093.250000 Penalty: 3357.704590
	Iteration 29Q: 3 clusters Score -3724093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3724102.250000 Penalty: 3357.704590
	Iteration 30Q: 3 clusters Score -3724102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3724105.250000 Penalty: 3357.704590
	Iteration 31Q: 3 clusters Score -3724105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3724118.250000 Penalty: 3357.704590
	Iteration 32Q: 3 clusters Score -3724118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3724125.250000 Penalty: 3357.704590
	Iteration 33Q: 3 clusters Score -3724125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3724129.750000 Penalty: 3357.704590
	Iteration 34Q: 3 clusters Score -3724130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3724136.500000 Penalty: 3357.704590
	Iteration 35Q: 3 clusters Score -3724136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3724139.000000 Penalty: 3357.704590
	Iteration 36Q: 3 clusters Score -3724139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -3724148.000000 Penalty: 3357.704590
	Iteration 37Q: 3 clusters Score -3724148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3724162.750000 Penalty: 3357.704590
	Iteration 38Q: 3 clusters Score -3724163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3724180.250000 Penalty: 3357.704590
	Iteration 39Q: 3 clusters Score -3724180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3724199.250000 Penalty: 3357.704590
	Iteration 40F: 3 clusters Score -3724199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724223.250000 Penalty: 3357.704590
	Iteration 41Q: 3 clusters Score -3724223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3724258.250000 Penalty: 3357.704590
	Iteration 42Q: 3 clusters Score -3724258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -3724282.750000 Penalty: 3357.704590
	Iteration 43Q: 3 clusters Score -3724283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -3724299.000000 Penalty: 3357.704590
	Iteration 44Q: 3 clusters Score -3724299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3724311.750000 Penalty: 3357.704590
	Iteration 45Q: 3 clusters Score -3724312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3724319.750000 Penalty: 3357.704590
	Iteration 46Q: 3 clusters Score -3724320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3724333.250000 Penalty: 3357.704590
	Iteration 47Q: 3 clusters Score -3724333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3724338.500000 Penalty: 3357.704590
	Iteration 48Q: 3 clusters Score -3724338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3724345.250000 Penalty: 3357.704590
	Iteration 49Q: 3 clusters Score -3724345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3724347.750000 Penalty: 3357.704590
	Iteration 50Q: 3 clusters Score -3724348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3724351.000000 Penalty: 3357.704590
	Iteration 51Q: 3 clusters Score -3724351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3724352.000000 Penalty: 3357.704590
	Iteration 52Q: 3 clusters Score -3724352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -3724360.000000 Penalty: 3357.704590
	Iteration 53Q: 3 clusters Score -3724360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3724369.750000 Penalty: 3357.704590
	Iteration 54Q: 3 clusters Score -3724370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724375.750000 Penalty: 3357.704590
	Iteration 55Q: 3 clusters Score -3724376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3724384.750000 Penalty: 3357.704590
	Iteration 56Q: 3 clusters Score -3724385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3724387.000000 Penalty: 3357.704590
	Iteration 57Q: 3 clusters Score -3724387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3724391.500000 Penalty: 3357.704590
	Iteration 58Q: 3 clusters Score -3724392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724389.750000 Penalty: 3357.704590
	Iteration 59Q: 3 clusters Score -3724390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724392.500000 Penalty: 3357.704590
	Iteration 60F: 3 clusters Score -3724392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724394.750000 Penalty: 3357.704590
	Iteration 61Q: 3 clusters Score -3724395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3724398.500000 Penalty: 3357.704590
	Iteration 62Q: 3 clusters Score -3724398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724402.250000 Penalty: 3357.704590
	Iteration 63Q: 3 clusters Score -3724402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3724402.500000 Penalty: 3357.704590
	Iteration 64Q: 3 clusters Score -3724402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3724408.500000 Penalty: 3357.704590
	Iteration 65Q: 3 clusters Score -3724408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724408.750000 Penalty: 3357.704590
	Iteration 66Q: 3 clusters Score -3724409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3724408.750000 Penalty: 3357.704590
	Iteration 67F: 3 clusters Score -3724409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -186091.359375 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -186091.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184268.406250 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -184268.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -184793.937500 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -184793.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -185063.703125 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -185063.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185294.921875 Penalty: 2407.378174
	Iteration 3F: 3 clusters Score -185294.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -185458.609375 Penalty: 2407.378174
	Iteration 4F: 3 clusters Score -185458.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -185601.171875 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -185601.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -185715.281250 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -185715.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -185817.062500 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -185817.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -185859.531250 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -185859.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185897.625000 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -185897.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -186003.718750 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -186003.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -186114.359375 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -186114.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186174.171875 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -186174.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186206.531250 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -186206.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -186216.531250 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -186216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -186222.656250 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -186222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -186228.046875 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -186228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -186229.328125 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -186229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -186230.250000 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -186230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -186230.656250 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -186230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -186230.656250 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -186230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 106595 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 116850 members 
Mstep: Class 11 contains 49226 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 66570 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 119224 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115910 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15702 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 131968 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 96145 members 
Mstep: Class 37 contains 2295 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 914 members 
Entering Unmasked Estep 
Score: -141701968.000000 Penalty: 88477.945312
Splitting cluster 16 changes total score from -141702208.000000 to -141701968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -611056.125000 Penalty: 1385.274170
	Iteration 0F: 2 clusters Score -611056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -607047.687500 Penalty: 2770.548340
	Iteration 0F: 3 clusters Score -607047.7 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -608162.687500 Penalty: 2770.548340
	Iteration 1F: 3 clusters Score -608162.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -608453.562500 Penalty: 2770.548340
	Iteration 2F: 3 clusters Score -608453.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -608710.750000 Penalty: 2770.548340
	Iteration 3F: 3 clusters Score -608710.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -608971.187500 Penalty: 2770.548340
	Iteration 4F: 3 clusters Score -608971.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -609274.187500 Penalty: 2770.548340
	Iteration 5F: 3 clusters Score -609274.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -609602.812500 Penalty: 2770.548340
	Iteration 6F: 3 clusters Score -609602.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -609895.125000 Penalty: 2770.548340
	Iteration 7F: 3 clusters Score -609895.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -610147.375000 Penalty: 2770.548340
	Iteration 8F: 3 clusters Score -610147.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -610348.875000 Penalty: 2770.548340
	Iteration 9Q: 3 clusters Score -610348.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -610463.437500 Penalty: 2770.548340
	Iteration 10Q: 3 clusters Score -610463.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -610546.187500 Penalty: 2770.548340
	Iteration 11Q: 3 clusters Score -610546.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -610603.875000 Penalty: 2770.548340
	Iteration 12Q: 3 clusters Score -610603.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -610631.375000 Penalty: 2770.548340
	Iteration 13Q: 3 clusters Score -610631.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -610645.687500 Penalty: 2770.548340
	Iteration 14Q: 3 clusters Score -610645.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -610653.312500 Penalty: 2770.548340
	Iteration 15Q: 3 clusters Score -610653.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -610658.562500 Penalty: 2770.548340
	Iteration 16Q: 3 clusters Score -610658.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -610662.437500 Penalty: 2770.548340
	Iteration 17Q: 3 clusters Score -610662.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -610667.187500 Penalty: 2770.548340
	Iteration 18Q: 3 clusters Score -610667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -610667.625000 Penalty: 2770.548340
	Iteration 19Q: 3 clusters Score -610667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -610668.125000 Penalty: 2770.548340
	Iteration 20F: 3 clusters Score -610668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (119224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119224 members 
Entering Unmasked Estep 
Score: -14972197.000000 Penalty: 1899.423462
	Iteration 0F: 2 clusters Score -1.49722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -14897611.000000 Penalty: 3798.846924
	Iteration 0F: 3 clusters Score -1.489761e+07 nChanged 57107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -14931580.000000 Penalty: 3798.846924
	Iteration 1F: 3 clusters Score -1.493158e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -14932514.000000 Penalty: 3798.846924
	Iteration 2Q: 3 clusters Score -1.493251e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -14933551.000000 Penalty: 3798.846924
	Iteration 3Q: 3 clusters Score -1.493355e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -14934600.000000 Penalty: 3798.846924
	Iteration 4Q: 3 clusters Score -1.49346e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -14935767.000000 Penalty: 3798.846924
	Iteration 5Q: 3 clusters Score -1.493577e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -14937132.000000 Penalty: 3798.846924
	Iteration 6Q: 3 clusters Score -1.493713e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -14938933.000000 Penalty: 3798.846924
	Iteration 7Q: 3 clusters Score -1.493893e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -14941120.000000 Penalty: 3798.846924
	Iteration 8Q: 3 clusters Score -1.494112e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -14944116.000000 Penalty: 3798.846924
	Iteration 9Q: 3 clusters Score -1.494412e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -14948003.000000 Penalty: 3798.846924
	Iteration 10F: 3 clusters Score -1.4948e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -14952290.000000 Penalty: 3798.846924
	Iteration 11F: 3 clusters Score -1.495229e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -14955595.000000 Penalty: 3798.846924
	Iteration 12F: 3 clusters Score -1.49556e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -14957159.000000 Penalty: 3798.846924
	Iteration 13Q: 3 clusters Score -1.495716e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -14957662.000000 Penalty: 3798.846924
	Iteration 14Q: 3 clusters Score -1.495766e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -14957998.000000 Penalty: 3798.846924
	Iteration 15Q: 3 clusters Score -1.4958e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -14958287.000000 Penalty: 3798.846924
	Iteration 16Q: 3 clusters Score -1.495829e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -14958527.000000 Penalty: 3798.846924
	Iteration 17Q: 3 clusters Score -1.495853e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -14958680.000000 Penalty: 3798.846924
	Iteration 18Q: 3 clusters Score -1.495868e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -14958880.000000 Penalty: 3798.846924
	Iteration 19Q: 3 clusters Score -1.495888e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -14959125.000000 Penalty: 3798.846924
	Iteration 20F: 3 clusters Score -1.495912e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -14959377.000000 Penalty: 3798.846924
	Iteration 21Q: 3 clusters Score -1.495938e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -14959700.000000 Penalty: 3798.846924
	Iteration 22Q: 3 clusters Score -1.49597e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -14959940.000000 Penalty: 3798.846924
	Iteration 23Q: 3 clusters Score -1.495994e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -14960182.000000 Penalty: 3798.846924
	Iteration 24Q: 3 clusters Score -1.496018e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -14960416.000000 Penalty: 3798.846924
	Iteration 25Q: 3 clusters Score -1.496042e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -14960738.000000 Penalty: 3798.846924
	Iteration 26Q: 3 clusters Score -1.496074e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -14961075.000000 Penalty: 3798.846924
	Iteration 27Q: 3 clusters Score -1.496108e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -14961340.000000 Penalty: 3798.846924
	Iteration 28Q: 3 clusters Score -1.496134e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -14961652.000000 Penalty: 3798.846924
	Iteration 29Q: 3 clusters Score -1.496165e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -14961872.000000 Penalty: 3798.846924
	Iteration 30Q: 3 clusters Score -1.496187e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -14962179.000000 Penalty: 3798.846924
	Iteration 31Q: 3 clusters Score -1.496218e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -14962384.000000 Penalty: 3798.846924
	Iteration 32Q: 3 clusters Score -1.496238e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -14962731.000000 Penalty: 3798.846924
	Iteration 33Q: 3 clusters Score -1.496273e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -14963200.000000 Penalty: 3798.846924
	Iteration 34Q: 3 clusters Score -1.49632e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -14963599.000000 Penalty: 3798.846924
	Iteration 35Q: 3 clusters Score -1.49636e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -14964029.000000 Penalty: 3798.846924
	Iteration 36Q: 3 clusters Score -1.496403e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -14964470.000000 Penalty: 3798.846924
	Iteration 37Q: 3 clusters Score -1.496447e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -14964968.000000 Penalty: 3798.846924
	Iteration 38Q: 3 clusters Score -1.496497e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -14965363.000000 Penalty: 3798.846924
	Iteration 39Q: 3 clusters Score -1.496536e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -14965738.000000 Penalty: 3798.846924
	Iteration 40F: 3 clusters Score -1.496574e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -14966192.000000 Penalty: 3798.846924
	Iteration 41Q: 3 clusters Score -1.496619e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -14966594.000000 Penalty: 3798.846924
	Iteration 42Q: 3 clusters Score -1.496659e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -14966820.000000 Penalty: 3798.846924
	Iteration 43Q: 3 clusters Score -1.496682e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -14967303.000000 Penalty: 3798.846924
	Iteration 44Q: 3 clusters Score -1.49673e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -14967713.000000 Penalty: 3798.846924
	Iteration 45Q: 3 clusters Score -1.496771e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -14968040.000000 Penalty: 3798.846924
	Iteration 46Q: 3 clusters Score -1.496804e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -14968338.000000 Penalty: 3798.846924
	Iteration 47Q: 3 clusters Score -1.496834e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -14968500.000000 Penalty: 3798.846924
	Iteration 48Q: 3 clusters Score -1.49685e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -14968654.000000 Penalty: 3798.846924
	Iteration 49Q: 3 clusters Score -1.496865e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -14968845.000000 Penalty: 3798.846924
	Iteration 50Q: 3 clusters Score -1.496884e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -14968963.000000 Penalty: 3798.846924
	Iteration 51Q: 3 clusters Score -1.496896e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -14969000.000000 Penalty: 3798.846924
	Iteration 52Q: 3 clusters Score -1.4969e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -14969038.000000 Penalty: 3798.846924
	Iteration 53Q: 3 clusters Score -1.496904e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -14969015.000000 Penalty: 3798.846924
	Iteration 54Q: 3 clusters Score -1.496902e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -14969045.000000 Penalty: 3798.846924
	Iteration 55Q: 3 clusters Score -1.496904e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -14969087.000000 Penalty: 3798.846924
	Iteration 56Q: 3 clusters Score -1.496909e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -14969089.000000 Penalty: 3798.846924
	Iteration 57Q: 3 clusters Score -1.496909e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -14969091.000000 Penalty: 3798.846924
	Iteration 58Q: 3 clusters Score -1.496909e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -14969090.000000 Penalty: 3798.846924
	Iteration 59Q: 3 clusters Score -1.496909e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -14969098.000000 Penalty: 3798.846924
	Iteration 60F: 3 clusters Score -1.49691e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -14969124.000000 Penalty: 3798.846924
	Iteration 61Q: 3 clusters Score -1.496912e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -14969188.000000 Penalty: 3798.846924
	Iteration 62Q: 3 clusters Score -1.496919e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -14969220.000000 Penalty: 3798.846924
	Iteration 63Q: 3 clusters Score -1.496922e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -14969220.000000 Penalty: 3798.846924
	Iteration 64Q: 3 clusters Score -1.496922e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -14969262.000000 Penalty: 3798.846924
	Iteration 65Q: 3 clusters Score -1.496926e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -14969264.000000 Penalty: 3798.846924
	Iteration 66Q: 3 clusters Score -1.496926e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -14969297.000000 Penalty: 3798.846924
	Iteration 67Q: 3 clusters Score -1.49693e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -14969271.000000 Penalty: 3798.846924
	Iteration 68Q: 3 clusters Score -1.496927e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -14969292.000000 Penalty: 3798.846924
	Iteration 69Q: 3 clusters Score -1.496929e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -14969287.000000 Penalty: 3798.846924
	Iteration 70Q: 3 clusters Score -1.496929e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -14969295.000000 Penalty: 3798.846924
	Iteration 71Q: 3 clusters Score -1.49693e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -14969294.000000 Penalty: 3798.846924
	Iteration 72Q: 3 clusters Score -1.496929e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -14969306.000000 Penalty: 3798.846924
	Iteration 73Q: 3 clusters Score -1.496931e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -14969316.000000 Penalty: 3798.846924
	Iteration 74Q: 3 clusters Score -1.496932e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -14969338.000000 Penalty: 3798.846924
	Iteration 75Q: 3 clusters Score -1.496934e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -14969341.000000 Penalty: 3798.846924
	Iteration 76Q: 3 clusters Score -1.496934e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -14969344.000000 Penalty: 3798.846924
	Iteration 77Q: 3 clusters Score -1.496934e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -14969339.000000 Penalty: 3798.846924
	Iteration 78Q: 3 clusters Score -1.496934e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -14969340.000000 Penalty: 3798.846924
	Iteration 79Q: 3 clusters Score -1.496934e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -14969370.000000 Penalty: 3798.846924
	Iteration 80F: 3 clusters Score -1.496937e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -14969404.000000 Penalty: 3798.846924
	Iteration 81Q: 3 clusters Score -1.49694e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -14969428.000000 Penalty: 3798.846924
	Iteration 82Q: 3 clusters Score -1.496943e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -14969421.000000 Penalty: 3798.846924
	Iteration 83Q: 3 clusters Score -1.496942e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -14969409.000000 Penalty: 3798.846924
	Iteration 84Q: 3 clusters Score -1.496941e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -14969412.000000 Penalty: 3798.846924
	Iteration 85Q: 3 clusters Score -1.496941e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -14969403.000000 Penalty: 3798.846924
	Iteration 86Q: 3 clusters Score -1.49694e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -14969405.000000 Penalty: 3798.846924
	Iteration 87Q: 3 clusters Score -1.49694e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -14969379.000000 Penalty: 3798.846924
	Iteration 88Q: 3 clusters Score -1.496938e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -14969409.000000 Penalty: 3798.846924
	Iteration 89Q: 3 clusters Score -1.496941e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -14969419.000000 Penalty: 3798.846924
	Iteration 90Q: 3 clusters Score -1.496942e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -14969408.000000 Penalty: 3798.846924
	Iteration 91Q: 3 clusters Score -1.496941e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -14969420.000000 Penalty: 3798.846924
	Iteration 92Q: 3 clusters Score -1.496942e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -14969428.000000 Penalty: 3798.846924
	Iteration 93Q: 3 clusters Score -1.496943e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -14969436.000000 Penalty: 3798.846924
	Iteration 94Q: 3 clusters Score -1.496944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -14969454.000000 Penalty: 3798.846924
	Iteration 95Q: 3 clusters Score -1.496945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -14969467.000000 Penalty: 3798.846924
	Iteration 96Q: 3 clusters Score -1.496947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -14969455.000000 Penalty: 3798.846924
	Iteration 97Q: 3 clusters Score -1.496946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -14969460.000000 Penalty: 3798.846924
	Iteration 98Q: 3 clusters Score -1.496946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -14969464.000000 Penalty: 3798.846924
	Iteration 99Q: 3 clusters Score -1.496946e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -14969456.000000 Penalty: 3798.846924
	Iteration 100F: 3 clusters Score -1.496946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -14969437.000000 Penalty: 3798.846924
	Iteration 101Q: 3 clusters Score -1.496944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -14969427.000000 Penalty: 3798.846924
	Iteration 102Q: 3 clusters Score -1.496943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -14969442.000000 Penalty: 3798.846924
	Iteration 103Q: 3 clusters Score -1.496944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -14969422.000000 Penalty: 3798.846924
	Iteration 104Q: 3 clusters Score -1.496942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -14969434.000000 Penalty: 3798.846924
	Iteration 105Q: 3 clusters Score -1.496943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -14969433.000000 Penalty: 3798.846924
	Iteration 106Q: 3 clusters Score -1.496943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -14969415.000000 Penalty: 3798.846924
	Iteration 107Q: 3 clusters Score -1.496942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -14969424.000000 Penalty: 3798.846924
	Iteration 108Q: 3 clusters Score -1.496942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -14969430.000000 Penalty: 3798.846924
	Iteration 109Q: 3 clusters Score -1.496943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -14969411.000000 Penalty: 3798.846924
	Iteration 110Q: 3 clusters Score -1.496941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -14969433.000000 Penalty: 3798.846924
	Iteration 111Q: 3 clusters Score -1.496943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -14969416.000000 Penalty: 3798.846924
	Iteration 112Q: 3 clusters Score -1.496942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -14969413.000000 Penalty: 3798.846924
	Iteration 113Q: 3 clusters Score -1.496941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -14969418.000000 Penalty: 3798.846924
	Iteration 114Q: 3 clusters Score -1.496942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -14969424.000000 Penalty: 3798.846924
	Iteration 115Q: 3 clusters Score -1.496942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -14969436.000000 Penalty: 3798.846924
	Iteration 116Q: 3 clusters Score -1.496944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -14969444.000000 Penalty: 3798.846924
	Iteration 117Q: 3 clusters Score -1.496944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -14969437.000000 Penalty: 3798.846924
	Iteration 118Q: 3 clusters Score -1.496944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -14969441.000000 Penalty: 3798.846924
	Iteration 119Q: 3 clusters Score -1.496944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -14969444.000000 Penalty: 3798.846924
	Iteration 120F: 3 clusters Score -1.496944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -14969440.000000 Penalty: 3798.846924
	Iteration 121Q: 3 clusters Score -1.496944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -14969443.000000 Penalty: 3798.846924
	Iteration 122Q: 3 clusters Score -1.496944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -14969444.000000 Penalty: 3798.846924
	Iteration 123Q: 3 clusters Score -1.496944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -14969444.000000 Penalty: 3798.846924
	Iteration 124F: 3 clusters Score -1.496944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -74497.531250 Penalty: 1071.369751
	Iteration 0F: 2 clusters Score -74497.53 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 361 members 
Entering Unmasked Estep 
Score: -73315.632812 Penalty: 2142.739502
	Iteration 0F: 3 clusters Score -73315.63 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73640.007812 Penalty: 2142.739502
	Iteration 1F: 3 clusters Score -73640.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73797.281250 Penalty: 2142.739502
	Iteration 2F: 3 clusters Score -73797.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73911.289062 Penalty: 2142.739502
	Iteration 3F: 3 clusters Score -73911.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74012.796875 Penalty: 2142.739502
	Iteration 4F: 3 clusters Score -74012.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74051.625000 Penalty: 2142.739502
	Iteration 5Q: 3 clusters Score -74051.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74087.835938 Penalty: 2142.739502
	Iteration 6Q: 3 clusters Score -74087.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74156.632812 Penalty: 2142.739502
	Iteration 7Q: 3 clusters Score -74156.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74194.515625 Penalty: 2142.739502
	Iteration 8Q: 3 clusters Score -74194.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74211.687500 Penalty: 2142.739502
	Iteration 9Q: 3 clusters Score -74211.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74227.000000 Penalty: 2142.739502
	Iteration 10Q: 3 clusters Score -74227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74235.281250 Penalty: 2142.739502
	Iteration 11Q: 3 clusters Score -74235.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74237.757812 Penalty: 2142.739502
	Iteration 12Q: 3 clusters Score -74237.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74239.718750 Penalty: 2142.739502
	Iteration 13Q: 3 clusters Score -74239.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74243.179688 Penalty: 2142.739502
	Iteration 14Q: 3 clusters Score -74243.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74244.710938 Penalty: 2142.739502
	Iteration 15Q: 3 clusters Score -74244.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74246.203125 Penalty: 2142.739502
	Iteration 16Q: 3 clusters Score -74246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74246.750000 Penalty: 2142.739502
	Iteration 17Q: 3 clusters Score -74246.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74250.578125 Penalty: 2142.739502
	Iteration 18F: 3 clusters Score -74250.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74270.148438 Penalty: 2142.739502
	Iteration 19Q: 3 clusters Score -74270.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74277.867188 Penalty: 2142.739502
	Iteration 20F: 3 clusters Score -74277.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74286.453125 Penalty: 2142.739502
	Iteration 21Q: 3 clusters Score -74286.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74290.226562 Penalty: 2142.739502
	Iteration 22Q: 3 clusters Score -74290.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74290.226562 Penalty: 2142.739502
	Iteration 23F: 3 clusters Score -74290.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115910 members 
Entering Unmasked Estep 
Score: -14655153.000000 Penalty: 1894.842529
	Iteration 0F: 2 clusters Score -1.465515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -14580698.000000 Penalty: 3789.685059
	Iteration 0F: 3 clusters Score -1.45807e+07 nChanged 55465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -14613315.000000 Penalty: 3789.685059
	Iteration 1F: 3 clusters Score -1.461332e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -14614399.000000 Penalty: 3789.685059
	Iteration 2Q: 3 clusters Score -1.46144e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -14615818.000000 Penalty: 3789.685059
	Iteration 3Q: 3 clusters Score -1.461582e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -14617913.000000 Penalty: 3789.685059
	Iteration 4Q: 3 clusters Score -1.461791e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -14621122.000000 Penalty: 3789.685059
	Iteration 5F: 3 clusters Score -1.462112e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -14625567.000000 Penalty: 3789.685059
	Iteration 6F: 3 clusters Score -1.462557e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -14630959.000000 Penalty: 3789.685059
	Iteration 7F: 3 clusters Score -1.463096e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -14636533.000000 Penalty: 3789.685059
	Iteration 8F: 3 clusters Score -1.463653e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -14640013.000000 Penalty: 3789.685059
	Iteration 9F: 3 clusters Score -1.464001e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -14641339.000000 Penalty: 3789.685059
	Iteration 10Q: 3 clusters Score -1.464134e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -14641926.000000 Penalty: 3789.685059
	Iteration 11Q: 3 clusters Score -1.464193e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -14642211.000000 Penalty: 3789.685059
	Iteration 12Q: 3 clusters Score -1.464221e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -14642518.000000 Penalty: 3789.685059
	Iteration 13Q: 3 clusters Score -1.464252e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -14642826.000000 Penalty: 3789.685059
	Iteration 14Q: 3 clusters Score -1.464283e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -14643110.000000 Penalty: 3789.685059
	Iteration 15Q: 3 clusters Score -1.464311e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -14643443.000000 Penalty: 3789.685059
	Iteration 16Q: 3 clusters Score -1.464344e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -14643792.000000 Penalty: 3789.685059
	Iteration 17Q: 3 clusters Score -1.464379e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -14644057.000000 Penalty: 3789.685059
	Iteration 18Q: 3 clusters Score -1.464406e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -14644297.000000 Penalty: 3789.685059
	Iteration 19Q: 3 clusters Score -1.46443e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -14644686.000000 Penalty: 3789.685059
	Iteration 20F: 3 clusters Score -1.464469e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -14644997.000000 Penalty: 3789.685059
	Iteration 21Q: 3 clusters Score -1.4645e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -14645363.000000 Penalty: 3789.685059
	Iteration 22Q: 3 clusters Score -1.464536e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -14645636.000000 Penalty: 3789.685059
	Iteration 23Q: 3 clusters Score -1.464564e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -14645964.000000 Penalty: 3789.685059
	Iteration 24Q: 3 clusters Score -1.464596e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -14646211.000000 Penalty: 3789.685059
	Iteration 25Q: 3 clusters Score -1.464621e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90450 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -14646488.000000 Penalty: 3789.685059
	Iteration 26Q: 3 clusters Score -1.464649e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -14646684.000000 Penalty: 3789.685059
	Iteration 27Q: 3 clusters Score -1.464668e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -14646880.000000 Penalty: 3789.685059
	Iteration 28Q: 3 clusters Score -1.464688e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -14647048.000000 Penalty: 3789.685059
	Iteration 29Q: 3 clusters Score -1.464705e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -14647192.000000 Penalty: 3789.685059
	Iteration 30Q: 3 clusters Score -1.464719e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -14647301.000000 Penalty: 3789.685059
	Iteration 31Q: 3 clusters Score -1.46473e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -14647425.000000 Penalty: 3789.685059
	Iteration 32Q: 3 clusters Score -1.464742e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -14647500.000000 Penalty: 3789.685059
	Iteration 33Q: 3 clusters Score -1.46475e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -14647665.000000 Penalty: 3789.685059
	Iteration 34Q: 3 clusters Score -1.464766e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -14647753.000000 Penalty: 3789.685059
	Iteration 35Q: 3 clusters Score -1.464775e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -14647796.000000 Penalty: 3789.685059
	Iteration 36Q: 3 clusters Score -1.46478e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -14647836.000000 Penalty: 3789.685059
	Iteration 37Q: 3 clusters Score -1.464784e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -14647857.000000 Penalty: 3789.685059
	Iteration 38Q: 3 clusters Score -1.464786e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -14647904.000000 Penalty: 3789.685059
	Iteration 39Q: 3 clusters Score -1.46479e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -14647972.000000 Penalty: 3789.685059
	Iteration 40F: 3 clusters Score -1.464797e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -14648048.000000 Penalty: 3789.685059
	Iteration 41Q: 3 clusters Score -1.464805e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -14648076.000000 Penalty: 3789.685059
	Iteration 42Q: 3 clusters Score -1.464808e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -14648082.000000 Penalty: 3789.685059
	Iteration 43Q: 3 clusters Score -1.464808e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -14648160.000000 Penalty: 3789.685059
	Iteration 44Q: 3 clusters Score -1.464816e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -14648220.000000 Penalty: 3789.685059
	Iteration 45Q: 3 clusters Score -1.464822e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -14648252.000000 Penalty: 3789.685059
	Iteration 46Q: 3 clusters Score -1.464825e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -14648279.000000 Penalty: 3789.685059
	Iteration 47Q: 3 clusters Score -1.464828e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -14648320.000000 Penalty: 3789.685059
	Iteration 48Q: 3 clusters Score -1.464832e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -14648352.000000 Penalty: 3789.685059
	Iteration 49Q: 3 clusters Score -1.464835e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -14648415.000000 Penalty: 3789.685059
	Iteration 50Q: 3 clusters Score -1.464842e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -14648435.000000 Penalty: 3789.685059
	Iteration 51Q: 3 clusters Score -1.464844e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -14648413.000000 Penalty: 3789.685059
	Iteration 52Q: 3 clusters Score -1.464841e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -14648442.000000 Penalty: 3789.685059
	Iteration 53Q: 3 clusters Score -1.464844e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -14648496.000000 Penalty: 3789.685059
	Iteration 54Q: 3 clusters Score -1.46485e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92209 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -14648547.000000 Penalty: 3789.685059
	Iteration 55Q: 3 clusters Score -1.464855e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -14648609.000000 Penalty: 3789.685059
	Iteration 56Q: 3 clusters Score -1.464861e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -14648635.000000 Penalty: 3789.685059
	Iteration 57Q: 3 clusters Score -1.464864e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -14648671.000000 Penalty: 3789.685059
	Iteration 58Q: 3 clusters Score -1.464867e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -14648756.000000 Penalty: 3789.685059
	Iteration 59Q: 3 clusters Score -1.464876e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -14648802.000000 Penalty: 3789.685059
	Iteration 60F: 3 clusters Score -1.46488e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -14648852.000000 Penalty: 3789.685059
	Iteration 61Q: 3 clusters Score -1.464885e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -14648918.000000 Penalty: 3789.685059
	Iteration 62Q: 3 clusters Score -1.464892e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -14648960.000000 Penalty: 3789.685059
	Iteration 63Q: 3 clusters Score -1.464896e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -14649006.000000 Penalty: 3789.685059
	Iteration 64Q: 3 clusters Score -1.464901e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -14649081.000000 Penalty: 3789.685059
	Iteration 65Q: 3 clusters Score -1.464908e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -14649114.000000 Penalty: 3789.685059
	Iteration 66Q: 3 clusters Score -1.464911e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -14649163.000000 Penalty: 3789.685059
	Iteration 67Q: 3 clusters Score -1.464916e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -14649268.000000 Penalty: 3789.685059
	Iteration 68Q: 3 clusters Score -1.464927e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -14649361.000000 Penalty: 3789.685059
	Iteration 69Q: 3 clusters Score -1.464936e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -14649442.000000 Penalty: 3789.685059
	Iteration 70Q: 3 clusters Score -1.464944e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -14649534.000000 Penalty: 3789.685059
	Iteration 71Q: 3 clusters Score -1.464953e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -14649615.000000 Penalty: 3789.685059
	Iteration 72Q: 3 clusters Score -1.464962e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -14649741.000000 Penalty: 3789.685059
	Iteration 73Q: 3 clusters Score -1.464974e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -14649842.000000 Penalty: 3789.685059
	Iteration 74Q: 3 clusters Score -1.464984e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -14649993.000000 Penalty: 3789.685059
	Iteration 75Q: 3 clusters Score -1.464999e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -14650120.000000 Penalty: 3789.685059
	Iteration 76Q: 3 clusters Score -1.465012e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -14650218.000000 Penalty: 3789.685059
	Iteration 77Q: 3 clusters Score -1.465022e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -14650317.000000 Penalty: 3789.685059
	Iteration 78Q: 3 clusters Score -1.465032e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -14650620.000000 Penalty: 3789.685059
	Iteration 79Q: 3 clusters Score -1.465062e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -14650896.000000 Penalty: 3789.685059
	Iteration 80F: 3 clusters Score -1.46509e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -14651171.000000 Penalty: 3789.685059
	Iteration 81Q: 3 clusters Score -1.465117e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -14651577.000000 Penalty: 3789.685059
	Iteration 82Q: 3 clusters Score -1.465158e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -14651937.000000 Penalty: 3789.685059
	Iteration 83Q: 3 clusters Score -1.465194e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -14652309.000000 Penalty: 3789.685059
	Iteration 84Q: 3 clusters Score -1.465231e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103049 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -14652680.000000 Penalty: 3789.685059
	Iteration 85Q: 3 clusters Score -1.465268e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -14653102.000000 Penalty: 3789.685059
	Iteration 86Q: 3 clusters Score -1.46531e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -14653406.000000 Penalty: 3789.685059
	Iteration 87Q: 3 clusters Score -1.465341e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -14653705.000000 Penalty: 3789.685059
	Iteration 88Q: 3 clusters Score -1.46537e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108111 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -14653900.000000 Penalty: 3789.685059
	Iteration 89Q: 3 clusters Score -1.46539e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -14654101.000000 Penalty: 3789.685059
	Iteration 90Q: 3 clusters Score -1.46541e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -14654197.000000 Penalty: 3789.685059
	Iteration 91Q: 3 clusters Score -1.46542e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111504 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -14654294.000000 Penalty: 3789.685059
	Iteration 92Q: 3 clusters Score -1.465429e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112322 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -14654382.000000 Penalty: 3789.685059
	Iteration 93Q: 3 clusters Score -1.465438e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -14654409.000000 Penalty: 3789.685059
	Iteration 94Q: 3 clusters Score -1.465441e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -14654480.000000 Penalty: 3789.685059
	Iteration 95Q: 3 clusters Score -1.465448e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14654447.000000 Penalty: 3789.685059
	Iteration 96Q: 3 clusters Score -1.465445e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114087 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -14654433.000000 Penalty: 3789.685059
	Iteration 97Q: 3 clusters Score -1.465443e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114272 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -14654485.000000 Penalty: 3789.685059
	Iteration 98Q: 3 clusters Score -1.465448e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114399 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -14654513.000000 Penalty: 3789.685059
	Iteration 99Q: 3 clusters Score -1.465451e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -14654527.000000 Penalty: 3789.685059
	Iteration 100F: 3 clusters Score -1.465453e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14654577.000000 Penalty: 3789.685059
	Iteration 101Q: 3 clusters Score -1.465458e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -14654579.000000 Penalty: 3789.685059
	Iteration 102Q: 3 clusters Score -1.465458e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14654565.000000 Penalty: 3789.685059
	Iteration 103Q: 3 clusters Score -1.465456e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114731 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14654558.000000 Penalty: 3789.685059
	Iteration 104Q: 3 clusters Score -1.465456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114749 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14654571.000000 Penalty: 3789.685059
	Iteration 105Q: 3 clusters Score -1.465457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14654571.000000 Penalty: 3789.685059
	Iteration 106Q: 3 clusters Score -1.465457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14654549.000000 Penalty: 3789.685059
	Iteration 107Q: 3 clusters Score -1.465455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14654562.000000 Penalty: 3789.685059
	Iteration 108Q: 3 clusters Score -1.465456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14654574.000000 Penalty: 3789.685059
	Iteration 109Q: 3 clusters Score -1.465457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -14654581.000000 Penalty: 3789.685059
	Iteration 110Q: 3 clusters Score -1.465458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -14654570.000000 Penalty: 3789.685059
	Iteration 111Q: 3 clusters Score -1.465457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14654553.000000 Penalty: 3789.685059
	Iteration 112Q: 3 clusters Score -1.465455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -14654555.000000 Penalty: 3789.685059
	Iteration 113Q: 3 clusters Score -1.465456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -14654557.000000 Penalty: 3789.685059
	Iteration 114Q: 3 clusters Score -1.465456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114844 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14654569.000000 Penalty: 3789.685059
	Iteration 115Q: 3 clusters Score -1.465457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114853 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -14654567.000000 Penalty: 3789.685059
	Iteration 116Q: 3 clusters Score -1.465457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14654574.000000 Penalty: 3789.685059
	Iteration 117Q: 3 clusters Score -1.465457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14654575.000000 Penalty: 3789.685059
	Iteration 118Q: 3 clusters Score -1.465458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114850 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14654570.000000 Penalty: 3789.685059
	Iteration 119Q: 3 clusters Score -1.465457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114850 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14654570.000000 Penalty: 3789.685059
	Iteration 120F: 3 clusters Score -1.465457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -14358.175781 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -14358.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13730.541016 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -13730.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13855.016602 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -13855.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13874.099609 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -13874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13884.387695 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -13884.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13891.687500 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -13891.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13911.159180 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -13911.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13911.159180 Penalty: 1708.686035
	Iteration 6F: 3 clusters Score -13911.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Entering Unmasked Estep 
Score: -1195523.000000 Penalty: 1491.848022
	Iteration 0F: 2 clusters Score -1195523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1188498.000000 Penalty: 2983.696045
	Iteration 0F: 3 clusters Score -1188498 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1190916.000000 Penalty: 2983.696045
	Iteration 1F: 3 clusters Score -1190916 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1191234.625000 Penalty: 2983.696045
	Iteration 2F: 3 clusters Score -1191235 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1191583.875000 Penalty: 2983.696045
	Iteration 3F: 3 clusters Score -1191584 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1192023.500000 Penalty: 2983.696045
	Iteration 4F: 3 clusters Score -1192024 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1192456.125000 Penalty: 2983.696045
	Iteration 5F: 3 clusters Score -1192456 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1192879.250000 Penalty: 2983.696045
	Iteration 6F: 3 clusters Score -1192879 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1193240.750000 Penalty: 2983.696045
	Iteration 7F: 3 clusters Score -1193241 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1193493.000000 Penalty: 2983.696045
	Iteration 8Q: 3 clusters Score -1193493 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1193700.250000 Penalty: 2983.696045
	Iteration 9Q: 3 clusters Score -1193700 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1193846.875000 Penalty: 2983.696045
	Iteration 10Q: 3 clusters Score -1193847 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1193997.500000 Penalty: 2983.696045
	Iteration 11Q: 3 clusters Score -1193998 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1194143.875000 Penalty: 2983.696045
	Iteration 12Q: 3 clusters Score -1194144 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1194249.250000 Penalty: 2983.696045
	Iteration 13Q: 3 clusters Score -1194249 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1194336.375000 Penalty: 2983.696045
	Iteration 14Q: 3 clusters Score -1194336 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1194426.500000 Penalty: 2983.696045
	Iteration 15Q: 3 clusters Score -1194426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1194484.875000 Penalty: 2983.696045
	Iteration 16Q: 3 clusters Score -1194485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1194524.250000 Penalty: 2983.696045
	Iteration 17Q: 3 clusters Score -1194524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1194569.750000 Penalty: 2983.696045
	Iteration 18Q: 3 clusters Score -1194570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1194605.250000 Penalty: 2983.696045
	Iteration 19Q: 3 clusters Score -1194605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1194634.500000 Penalty: 2983.696045
	Iteration 20F: 3 clusters Score -1194634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1194666.000000 Penalty: 2983.696045
	Iteration 21Q: 3 clusters Score -1194666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1194705.375000 Penalty: 2983.696045
	Iteration 22Q: 3 clusters Score -1194705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1194738.875000 Penalty: 2983.696045
	Iteration 23Q: 3 clusters Score -1194739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1194759.375000 Penalty: 2983.696045
	Iteration 24Q: 3 clusters Score -1194759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1194772.625000 Penalty: 2983.696045
	Iteration 25Q: 3 clusters Score -1194773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1194788.500000 Penalty: 2983.696045
	Iteration 26Q: 3 clusters Score -1194788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1194793.250000 Penalty: 2983.696045
	Iteration 27Q: 3 clusters Score -1194793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1194800.750000 Penalty: 2983.696045
	Iteration 28Q: 3 clusters Score -1194801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1194801.750000 Penalty: 2983.696045
	Iteration 29Q: 3 clusters Score -1194802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1194802.125000 Penalty: 2983.696045
	Iteration 30Q: 3 clusters Score -1194802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1194803.625000 Penalty: 2983.696045
	Iteration 31Q: 3 clusters Score -1194804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1194804.250000 Penalty: 2983.696045
	Iteration 32Q: 3 clusters Score -1194804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1194809.375000 Penalty: 2983.696045
	Iteration 33Q: 3 clusters Score -1194809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1194808.125000 Penalty: 2983.696045
	Iteration 34Q: 3 clusters Score -1194808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1194810.375000 Penalty: 2983.696045
	Iteration 35Q: 3 clusters Score -1194810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1194816.000000 Penalty: 2983.696045
	Iteration 36Q: 3 clusters Score -1194816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1194818.875000 Penalty: 2983.696045
	Iteration 37Q: 3 clusters Score -1194819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1194820.500000 Penalty: 2983.696045
	Iteration 38Q: 3 clusters Score -1194820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1194820.625000 Penalty: 2983.696045
	Iteration 39Q: 3 clusters Score -1194821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1194824.000000 Penalty: 2983.696045
	Iteration 40F: 3 clusters Score -1194824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1194824.750000 Penalty: 2983.696045
	Iteration 41Q: 3 clusters Score -1194825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1194826.875000 Penalty: 2983.696045
	Iteration 42Q: 3 clusters Score -1194827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1194832.125000 Penalty: 2983.696045
	Iteration 43Q: 3 clusters Score -1194832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1194831.625000 Penalty: 2983.696045
	Iteration 44Q: 3 clusters Score -1194832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1194833.250000 Penalty: 2983.696045
	Iteration 45Q: 3 clusters Score -1194833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1194837.625000 Penalty: 2983.696045
	Iteration 46Q: 3 clusters Score -1194838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1194835.625000 Penalty: 2983.696045
	Iteration 47Q: 3 clusters Score -1194836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1194840.125000 Penalty: 2983.696045
	Iteration 48Q: 3 clusters Score -1194840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1194839.250000 Penalty: 2983.696045
	Iteration 49Q: 3 clusters Score -1194839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1194839.250000 Penalty: 2983.696045
	Iteration 50F: 3 clusters Score -1194839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -37531.148438 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -37531.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36626.257812 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -36626.26 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37100.511719 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -37100.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37406.281250 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -37406.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37602.484375 Penalty: 1954.457520
	Iteration 3F: 3 clusters Score -37602.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37767.468750 Penalty: 1954.457520
	Iteration 4F: 3 clusters Score -37767.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37846.566406 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -37846.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37924.328125 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -37924.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37970.558594 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -37970.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37992.976562 Penalty: 1954.457520
	Iteration 8Q: 3 clusters Score -37992.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38023.257812 Penalty: 1954.457520
	Iteration 9Q: 3 clusters Score -38023.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38036.093750 Penalty: 1954.457520
	Iteration 10Q: 3 clusters Score -38036.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38039.429688 Penalty: 1954.457520
	Iteration 11Q: 3 clusters Score -38039.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38039.429688 Penalty: 1954.457520
	Iteration 12F: 3 clusters Score -38039.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 106595 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 116850 members 
Mstep: Class 11 contains 49226 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 66570 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 119224 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115910 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 199 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15702 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 131968 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 96145 members 
Mstep: Class 37 contains 2295 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 210 members 
Entering Unmasked Estep 
Score: -141702000.000000 Penalty: 88477.945312
Splitting cluster 23 changes total score from -141702208.000000 to -141702000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -359224.906250 Penalty: 1289.881348
	Iteration 0F: 2 clusters Score -359224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -356637.687500 Penalty: 2579.762695
	Iteration 0F: 3 clusters Score -356637.7 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357167.250000 Penalty: 2579.762695
	Iteration 1F: 3 clusters Score -357167.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -357291.906250 Penalty: 2579.762695
	Iteration 2F: 3 clusters Score -357291.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -357365.531250 Penalty: 2579.762695
	Iteration 3F: 3 clusters Score -357365.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -357406.250000 Penalty: 2579.762695
	Iteration 4Q: 3 clusters Score -357406.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -357433.062500 Penalty: 2579.762695
	Iteration 5Q: 3 clusters Score -357433.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -357454.375000 Penalty: 2579.762695
	Iteration 6Q: 3 clusters Score -357454.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -357473.750000 Penalty: 2579.762695
	Iteration 7Q: 3 clusters Score -357473.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -357490.750000 Penalty: 2579.762695
	Iteration 8Q: 3 clusters Score -357490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -357505.687500 Penalty: 2579.762695
	Iteration 9Q: 3 clusters Score -357505.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -357516.750000 Penalty: 2579.762695
	Iteration 10Q: 3 clusters Score -357516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -357529.343750 Penalty: 2579.762695
	Iteration 11Q: 3 clusters Score -357529.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -357541.906250 Penalty: 2579.762695
	Iteration 12Q: 3 clusters Score -357541.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -357548.781250 Penalty: 2579.762695
	Iteration 13Q: 3 clusters Score -357548.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -357554.218750 Penalty: 2579.762695
	Iteration 14Q: 3 clusters Score -357554.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -357561.656250 Penalty: 2579.762695
	Iteration 15Q: 3 clusters Score -357561.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -357567.593750 Penalty: 2579.762695
	Iteration 16Q: 3 clusters Score -357567.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -357574.531250 Penalty: 2579.762695
	Iteration 17Q: 3 clusters Score -357574.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -357584.031250 Penalty: 2579.762695
	Iteration 18Q: 3 clusters Score -357584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -357595.968750 Penalty: 2579.762695
	Iteration 19Q: 3 clusters Score -357596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -357608.968750 Penalty: 2579.762695
	Iteration 20F: 3 clusters Score -357609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -357616.125000 Penalty: 2579.762695
	Iteration 21Q: 3 clusters Score -357616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -357620.250000 Penalty: 2579.762695
	Iteration 22Q: 3 clusters Score -357620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -357623.625000 Penalty: 2579.762695
	Iteration 23Q: 3 clusters Score -357623.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -357626.156250 Penalty: 2579.762695
	Iteration 24Q: 3 clusters Score -357626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -357628.125000 Penalty: 2579.762695
	Iteration 25Q: 3 clusters Score -357628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -357630.000000 Penalty: 2579.762695
	Iteration 26Q: 3 clusters Score -357630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -357630.875000 Penalty: 2579.762695
	Iteration 27Q: 3 clusters Score -357630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -357631.281250 Penalty: 2579.762695
	Iteration 28Q: 3 clusters Score -357631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -357632.750000 Penalty: 2579.762695
	Iteration 29Q: 3 clusters Score -357632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -357634.687500 Penalty: 2579.762695
	Iteration 30Q: 3 clusters Score -357634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -357636.125000 Penalty: 2579.762695
	Iteration 31Q: 3 clusters Score -357636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -357638.750000 Penalty: 2579.762695
	Iteration 32Q: 3 clusters Score -357638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -357642.812500 Penalty: 2579.762695
	Iteration 33Q: 3 clusters Score -357642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -357642.968750 Penalty: 2579.762695
	Iteration 34Q: 3 clusters Score -357643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -357645.187500 Penalty: 2579.762695
	Iteration 35Q: 3 clusters Score -357645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -357646.468750 Penalty: 2579.762695
	Iteration 36Q: 3 clusters Score -357646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -357648.375000 Penalty: 2579.762695
	Iteration 37Q: 3 clusters Score -357648.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -357649.968750 Penalty: 2579.762695
	Iteration 38Q: 3 clusters Score -357650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -357650.562500 Penalty: 2579.762695
	Iteration 39Q: 3 clusters Score -357650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -357651.156250 Penalty: 2579.762695
	Iteration 40F: 3 clusters Score -357651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -357651.875000 Penalty: 2579.762695
	Iteration 41Q: 3 clusters Score -357651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -357651.843750 Penalty: 2579.762695
	Iteration 42Q: 3 clusters Score -357651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -357652.343750 Penalty: 2579.762695
	Iteration 43Q: 3 clusters Score -357652.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357654.968750 Penalty: 2579.762695
	Iteration 44Q: 3 clusters Score -357655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -357657.312500 Penalty: 2579.762695
	Iteration 45Q: 3 clusters Score -357657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -357660.531250 Penalty: 2579.762695
	Iteration 46Q: 3 clusters Score -357660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -357663.750000 Penalty: 2579.762695
	Iteration 47Q: 3 clusters Score -357663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -357667.031250 Penalty: 2579.762695
	Iteration 48Q: 3 clusters Score -357667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -357669.250000 Penalty: 2579.762695
	Iteration 49Q: 3 clusters Score -357669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -357670.406250 Penalty: 2579.762695
	Iteration 50Q: 3 clusters Score -357670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -357672.156250 Penalty: 2579.762695
	Iteration 51Q: 3 clusters Score -357672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -357674.281250 Penalty: 2579.762695
	Iteration 52Q: 3 clusters Score -357674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -357675.218750 Penalty: 2579.762695
	Iteration 53Q: 3 clusters Score -357675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -357677.375000 Penalty: 2579.762695
	Iteration 54Q: 3 clusters Score -357677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -357679.312500 Penalty: 2579.762695
	Iteration 55Q: 3 clusters Score -357679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -357680.875000 Penalty: 2579.762695
	Iteration 56Q: 3 clusters Score -357680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -357681.812500 Penalty: 2579.762695
	Iteration 57Q: 3 clusters Score -357681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -357682.312500 Penalty: 2579.762695
	Iteration 58Q: 3 clusters Score -357682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -357683.500000 Penalty: 2579.762695
	Iteration 59Q: 3 clusters Score -357683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -357683.593750 Penalty: 2579.762695
	Iteration 60F: 3 clusters Score -357683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -357685.187500 Penalty: 2579.762695
	Iteration 61Q: 3 clusters Score -357685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -357685.968750 Penalty: 2579.762695
	Iteration 62Q: 3 clusters Score -357686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -357687.625000 Penalty: 2579.762695
	Iteration 63Q: 3 clusters Score -357687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -357688.000000 Penalty: 2579.762695
	Iteration 64Q: 3 clusters Score -357688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -357688.406250 Penalty: 2579.762695
	Iteration 65Q: 3 clusters Score -357688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357689.187500 Penalty: 2579.762695
	Iteration 66Q: 3 clusters Score -357689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -357691.062500 Penalty: 2579.762695
	Iteration 67Q: 3 clusters Score -357691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -357693.031250 Penalty: 2579.762695
	Iteration 68Q: 3 clusters Score -357693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -357695.593750 Penalty: 2579.762695
	Iteration 69Q: 3 clusters Score -357695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -357697.000000 Penalty: 2579.762695
	Iteration 70Q: 3 clusters Score -357697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -357698.468750 Penalty: 2579.762695
	Iteration 71Q: 3 clusters Score -357698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -357699.000000 Penalty: 2579.762695
	Iteration 72Q: 3 clusters Score -357699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -357701.281250 Penalty: 2579.762695
	Iteration 73Q: 3 clusters Score -357701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357702.187500 Penalty: 2579.762695
	Iteration 74Q: 3 clusters Score -357702.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -357705.000000 Penalty: 2579.762695
	Iteration 75Q: 3 clusters Score -357705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -357706.312500 Penalty: 2579.762695
	Iteration 76Q: 3 clusters Score -357706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -357707.843750 Penalty: 2579.762695
	Iteration 77Q: 3 clusters Score -357707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -357710.906250 Penalty: 2579.762695
	Iteration 78Q: 3 clusters Score -357710.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -357717.437500 Penalty: 2579.762695
	Iteration 79Q: 3 clusters Score -357717.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -357723.500000 Penalty: 2579.762695
	Iteration 80F: 3 clusters Score -357723.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -357728.031250 Penalty: 2579.762695
	Iteration 81Q: 3 clusters Score -357728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -357735.156250 Penalty: 2579.762695
	Iteration 82Q: 3 clusters Score -357735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -357746.375000 Penalty: 2579.762695
	Iteration 83Q: 3 clusters Score -357746.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -357756.656250 Penalty: 2579.762695
	Iteration 84Q: 3 clusters Score -357756.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -357764.031250 Penalty: 2579.762695
	Iteration 85Q: 3 clusters Score -357764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -357773.312500 Penalty: 2579.762695
	Iteration 86Q: 3 clusters Score -357773.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -357782.000000 Penalty: 2579.762695
	Iteration 87Q: 3 clusters Score -357782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -357791.093750 Penalty: 2579.762695
	Iteration 88Q: 3 clusters Score -357791.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -357799.750000 Penalty: 2579.762695
	Iteration 89Q: 3 clusters Score -357799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -357807.468750 Penalty: 2579.762695
	Iteration 90Q: 3 clusters Score -357807.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -357811.906250 Penalty: 2579.762695
	Iteration 91Q: 3 clusters Score -357811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -357815.718750 Penalty: 2579.762695
	Iteration 92Q: 3 clusters Score -357815.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -357818.000000 Penalty: 2579.762695
	Iteration 93Q: 3 clusters Score -357818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -357819.000000 Penalty: 2579.762695
	Iteration 94Q: 3 clusters Score -357819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -357819.906250 Penalty: 2579.762695
	Iteration 95Q: 3 clusters Score -357819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -357820.218750 Penalty: 2579.762695
	Iteration 96Q: 3 clusters Score -357820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357820.843750 Penalty: 2579.762695
	Iteration 97Q: 3 clusters Score -357820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357821.562500 Penalty: 2579.762695
	Iteration 98Q: 3 clusters Score -357821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -357821.375000 Penalty: 2579.762695
	Iteration 99Q: 3 clusters Score -357821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -357822.656250 Penalty: 2579.762695
	Iteration 100F: 3 clusters Score -357822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -357826.281250 Penalty: 2579.762695
	Iteration 101Q: 3 clusters Score -357826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -357829.718750 Penalty: 2579.762695
	Iteration 102Q: 3 clusters Score -357829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357834.375000 Penalty: 2579.762695
	Iteration 103Q: 3 clusters Score -357834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357835.531250 Penalty: 2579.762695
	Iteration 104Q: 3 clusters Score -357835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -357842.000000 Penalty: 2579.762695
	Iteration 105Q: 3 clusters Score -357842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357848.781250 Penalty: 2579.762695
	Iteration 106Q: 3 clusters Score -357848.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -357856.156250 Penalty: 2579.762695
	Iteration 107Q: 3 clusters Score -357856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357859.812500 Penalty: 2579.762695
	Iteration 108Q: 3 clusters Score -357859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -357864.312500 Penalty: 2579.762695
	Iteration 109Q: 3 clusters Score -357864.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -357871.781250 Penalty: 2579.762695
	Iteration 110Q: 3 clusters Score -357871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -357881.000000 Penalty: 2579.762695
	Iteration 111Q: 3 clusters Score -357881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -357891.093750 Penalty: 2579.762695
	Iteration 112Q: 3 clusters Score -357891.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -357899.906250 Penalty: 2579.762695
	Iteration 113Q: 3 clusters Score -357899.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -357903.656250 Penalty: 2579.762695
	Iteration 114Q: 3 clusters Score -357903.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -357907.843750 Penalty: 2579.762695
	Iteration 115Q: 3 clusters Score -357907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -357912.593750 Penalty: 2579.762695
	Iteration 116Q: 3 clusters Score -357912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -357916.125000 Penalty: 2579.762695
	Iteration 117Q: 3 clusters Score -357916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -357918.468750 Penalty: 2579.762695
	Iteration 118Q: 3 clusters Score -357918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -357920.875000 Penalty: 2579.762695
	Iteration 119Q: 3 clusters Score -357920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -357922.062500 Penalty: 2579.762695
	Iteration 120F: 3 clusters Score -357922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -357922.218750 Penalty: 2579.762695
	Iteration 121Q: 3 clusters Score -357922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -357923.750000 Penalty: 2579.762695
	Iteration 122Q: 3 clusters Score -357923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -357923.187500 Penalty: 2579.762695
	Iteration 123Q: 3 clusters Score -357923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -357923.187500 Penalty: 2579.762695
	Iteration 124F: 3 clusters Score -357923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -282547.437500 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -282547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -280264.156250 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -280264.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -280819.937500 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -280819.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -280966.593750 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -280966.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281096.000000 Penalty: 2523.672119
	Iteration 3F: 3 clusters Score -281096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -281202.656250 Penalty: 2523.672119
	Iteration 4F: 3 clusters Score -281202.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -281283.218750 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -281283.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -281391.250000 Penalty: 2523.672119
	Iteration 6Q: 3 clusters Score -281391.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -281500.250000 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -281500.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -281622.937500 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -281622.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -281737.375000 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -281737.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -281823.093750 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -281823.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -281893.968750 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -281894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -281994.812500 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -281994.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -282093.062500 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -282093.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -282148.968750 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -282149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -282183.343750 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -282183.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -282208.000000 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -282208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -282220.562500 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -282220.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -282225.343750 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -282225.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -282226.937500 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -282226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -282231.562500 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -282231.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282236.218750 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -282236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282241.156250 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -282241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282247.937500 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -282247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -282250.812500 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -282250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -282253.375000 Penalty: 2523.672119
	Iteration 25Q: 3 clusters Score -282253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282255.031250 Penalty: 2523.672119
	Iteration 26Q: 3 clusters Score -282255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -282255.937500 Penalty: 2523.672119
	Iteration 27Q: 3 clusters Score -282255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -282257.156250 Penalty: 2523.672119
	Iteration 28Q: 3 clusters Score -282257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -282258.093750 Penalty: 2523.672119
	Iteration 29Q: 3 clusters Score -282258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -282258.406250 Penalty: 2523.672119
	Iteration 30Q: 3 clusters Score -282258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -282260.312500 Penalty: 2523.672119
	Iteration 31Q: 3 clusters Score -282260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282262.000000 Penalty: 2523.672119
	Iteration 32Q: 3 clusters Score -282262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282264.531250 Penalty: 2523.672119
	Iteration 33Q: 3 clusters Score -282264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -282265.812500 Penalty: 2523.672119
	Iteration 34Q: 3 clusters Score -282265.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -282268.406250 Penalty: 2523.672119
	Iteration 35Q: 3 clusters Score -282268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -282271.187500 Penalty: 2523.672119
	Iteration 36Q: 3 clusters Score -282271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -282273.968750 Penalty: 2523.672119
	Iteration 37Q: 3 clusters Score -282274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -282279.156250 Penalty: 2523.672119
	Iteration 38Q: 3 clusters Score -282279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -282282.437500 Penalty: 2523.672119
	Iteration 39Q: 3 clusters Score -282282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -282284.406250 Penalty: 2523.672119
	Iteration 40F: 3 clusters Score -282284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -282284.781250 Penalty: 2523.672119
	Iteration 41Q: 3 clusters Score -282284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -282284.781250 Penalty: 2523.672119
	Iteration 42F: 3 clusters Score -282284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -66326.539062 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -66326.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65140.859375 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -65140.86 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65373.707031 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -65373.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65496.863281 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -65496.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65565.070312 Penalty: 2102.506348
	Iteration 3F: 3 clusters Score -65565.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65643.890625 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -65643.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65752.164062 Penalty: 2102.506348
	Iteration 5Q: 3 clusters Score -65752.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65875.335938 Penalty: 2102.506348
	Iteration 6F: 3 clusters Score -65875.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65960.851562 Penalty: 2102.506348
	Iteration 7F: 3 clusters Score -65960.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66017.109375 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -66017.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66054.664062 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -66054.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66059.312500 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -66059.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66060.875000 Penalty: 2102.506348
	Iteration 11Q: 3 clusters Score -66060.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66064.554688 Penalty: 2102.506348
	Iteration 12Q: 3 clusters Score -66064.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66065.851562 Penalty: 2102.506348
	Iteration 13Q: 3 clusters Score -66065.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66067.929688 Penalty: 2102.506348
	Iteration 14Q: 3 clusters Score -66067.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66070.132812 Penalty: 2102.506348
	Iteration 15Q: 3 clusters Score -66070.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66070.132812 Penalty: 2102.506348
	Iteration 16F: 3 clusters Score -66070.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Entering Unmasked Estep 
Score: -1921527.125000 Penalty: 1570.000854
	Iteration 0F: 2 clusters Score -1921527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1910716.000000 Penalty: 3140.001709
	Iteration 0F: 3 clusters Score -1910716 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1914513.250000 Penalty: 3140.001709
	Iteration 1F: 3 clusters Score -1914513 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1914794.375000 Penalty: 3140.001709
	Iteration 2F: 3 clusters Score -1914794 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1915077.875000 Penalty: 3140.001709
	Iteration 3Q: 3 clusters Score -1915078 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1915408.625000 Penalty: 3140.001709
	Iteration 4Q: 3 clusters Score -1915409 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1915803.500000 Penalty: 3140.001709
	Iteration 5Q: 3 clusters Score -1915804 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1916267.125000 Penalty: 3140.001709
	Iteration 6F: 3 clusters Score -1916267 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1916802.000000 Penalty: 3140.001709
	Iteration 7F: 3 clusters Score -1916802 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1917455.375000 Penalty: 3140.001709
	Iteration 8F: 3 clusters Score -1917455 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1918062.250000 Penalty: 3140.001709
	Iteration 9F: 3 clusters Score -1918062 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1918498.500000 Penalty: 3140.001709
	Iteration 10Q: 3 clusters Score -1918498 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1918813.750000 Penalty: 3140.001709
	Iteration 11Q: 3 clusters Score -1918814 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1919101.750000 Penalty: 3140.001709
	Iteration 12Q: 3 clusters Score -1919102 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1919355.000000 Penalty: 3140.001709
	Iteration 13Q: 3 clusters Score -1919355 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1919527.000000 Penalty: 3140.001709
	Iteration 14Q: 3 clusters Score -1919527 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1919660.875000 Penalty: 3140.001709
	Iteration 15Q: 3 clusters Score -1919661 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1919782.875000 Penalty: 3140.001709
	Iteration 16Q: 3 clusters Score -1919783 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1919880.000000 Penalty: 3140.001709
	Iteration 17Q: 3 clusters Score -1919880 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1919967.500000 Penalty: 3140.001709
	Iteration 18Q: 3 clusters Score -1919968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1920023.875000 Penalty: 3140.001709
	Iteration 19Q: 3 clusters Score -1920024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1920074.625000 Penalty: 3140.001709
	Iteration 20F: 3 clusters Score -1920075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1920103.250000 Penalty: 3140.001709
	Iteration 21Q: 3 clusters Score -1920103 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1920142.125000 Penalty: 3140.001709
	Iteration 22Q: 3 clusters Score -1920142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1920168.250000 Penalty: 3140.001709
	Iteration 23Q: 3 clusters Score -1920168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1920186.750000 Penalty: 3140.001709
	Iteration 24Q: 3 clusters Score -1920187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1920194.875000 Penalty: 3140.001709
	Iteration 25Q: 3 clusters Score -1920195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1920205.500000 Penalty: 3140.001709
	Iteration 26Q: 3 clusters Score -1920206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1920215.875000 Penalty: 3140.001709
	Iteration 27Q: 3 clusters Score -1920216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1920222.625000 Penalty: 3140.001709
	Iteration 28Q: 3 clusters Score -1920223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1920229.500000 Penalty: 3140.001709
	Iteration 29Q: 3 clusters Score -1920230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1920231.250000 Penalty: 3140.001709
	Iteration 30Q: 3 clusters Score -1920231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1920232.000000 Penalty: 3140.001709
	Iteration 31Q: 3 clusters Score -1920232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1920232.750000 Penalty: 3140.001709
	Iteration 32Q: 3 clusters Score -1920233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1920232.875000 Penalty: 3140.001709
	Iteration 33Q: 3 clusters Score -1920233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1920234.875000 Penalty: 3140.001709
	Iteration 34Q: 3 clusters Score -1920235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1920235.125000 Penalty: 3140.001709
	Iteration 35Q: 3 clusters Score -1920235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1920233.375000 Penalty: 3140.001709
	Iteration 36Q: 3 clusters Score -1920233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1920234.875000 Penalty: 3140.001709
	Iteration 37Q: 3 clusters Score -1920235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1920234.875000 Penalty: 3140.001709
	Iteration 38F: 3 clusters Score -1920235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Entering Unmasked Estep 
Score: -2313409.500000 Penalty: 1594.071655
	Iteration 0F: 2 clusters Score -2313410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2301012.000000 Penalty: 3188.143311
	Iteration 0F: 3 clusters Score -2301012 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2305358.250000 Penalty: 3188.143311
	Iteration 1F: 3 clusters Score -2305358 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2305662.000000 Penalty: 3188.143311
	Iteration 2Q: 3 clusters Score -2305662 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2305949.500000 Penalty: 3188.143311
	Iteration 3Q: 3 clusters Score -2305950 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2306246.250000 Penalty: 3188.143311
	Iteration 4Q: 3 clusters Score -2306246 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2306592.750000 Penalty: 3188.143311
	Iteration 5Q: 3 clusters Score -2306593 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2307033.750000 Penalty: 3188.143311
	Iteration 6Q: 3 clusters Score -2307034 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2307611.500000 Penalty: 3188.143311
	Iteration 7F: 3 clusters Score -2307612 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2308382.500000 Penalty: 3188.143311
	Iteration 8F: 3 clusters Score -2308382 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2309212.750000 Penalty: 3188.143311
	Iteration 9F: 3 clusters Score -2309213 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2309998.750000 Penalty: 3188.143311
	Iteration 10F: 3 clusters Score -2309999 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2310679.500000 Penalty: 3188.143311
	Iteration 11Q: 3 clusters Score -2310680 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2311143.250000 Penalty: 3188.143311
	Iteration 12Q: 3 clusters Score -2311143 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2311416.000000 Penalty: 3188.143311
	Iteration 13Q: 3 clusters Score -2311416 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2311577.500000 Penalty: 3188.143311
	Iteration 14Q: 3 clusters Score -2311578 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2311692.000000 Penalty: 3188.143311
	Iteration 15Q: 3 clusters Score -2311692 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2311769.250000 Penalty: 3188.143311
	Iteration 16Q: 3 clusters Score -2311769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2311826.750000 Penalty: 3188.143311
	Iteration 17Q: 3 clusters Score -2311827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2311867.500000 Penalty: 3188.143311
	Iteration 18Q: 3 clusters Score -2311868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2311897.750000 Penalty: 3188.143311
	Iteration 19Q: 3 clusters Score -2311898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2311920.000000 Penalty: 3188.143311
	Iteration 20F: 3 clusters Score -2311920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2311936.500000 Penalty: 3188.143311
	Iteration 21Q: 3 clusters Score -2311936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2311954.000000 Penalty: 3188.143311
	Iteration 22Q: 3 clusters Score -2311954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2311966.250000 Penalty: 3188.143311
	Iteration 23Q: 3 clusters Score -2311966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2311981.750000 Penalty: 3188.143311
	Iteration 24Q: 3 clusters Score -2311982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2311980.250000 Penalty: 3188.143311
	Iteration 25Q: 3 clusters Score -2311980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2311985.250000 Penalty: 3188.143311
	Iteration 26Q: 3 clusters Score -2311985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2311983.000000 Penalty: 3188.143311
	Iteration 27Q: 3 clusters Score -2311983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2311985.250000 Penalty: 3188.143311
	Iteration 28Q: 3 clusters Score -2311985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2311992.750000 Penalty: 3188.143311
	Iteration 29Q: 3 clusters Score -2311993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2311994.000000 Penalty: 3188.143311
	Iteration 30Q: 3 clusters Score -2311994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2312010.000000 Penalty: 3188.143311
	Iteration 31Q: 3 clusters Score -2312010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2312018.000000 Penalty: 3188.143311
	Iteration 32Q: 3 clusters Score -2312018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2312019.750000 Penalty: 3188.143311
	Iteration 33Q: 3 clusters Score -2312020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2312022.250000 Penalty: 3188.143311
	Iteration 34Q: 3 clusters Score -2312022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2312027.750000 Penalty: 3188.143311
	Iteration 35Q: 3 clusters Score -2312028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2312030.750000 Penalty: 3188.143311
	Iteration 36Q: 3 clusters Score -2312031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2312033.500000 Penalty: 3188.143311
	Iteration 37Q: 3 clusters Score -2312034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2312033.000000 Penalty: 3188.143311
	Iteration 38Q: 3 clusters Score -2312033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2312033.000000 Penalty: 3188.143311
	Iteration 39F: 3 clusters Score -2312033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -98599.226562 Penalty: 1102.290283
	Iteration 0F: 2 clusters Score -98599.23 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 442 members 
Entering Unmasked Estep 
Score: -97285.648438 Penalty: 2204.580566
	Iteration 0F: 3 clusters Score -97285.65 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97535.984375 Penalty: 2204.580566
	Iteration 1F: 3 clusters Score -97535.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97625.289062 Penalty: 2204.580566
	Iteration 2F: 3 clusters Score -97625.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -97693.570312 Penalty: 2204.580566
	Iteration 3F: 3 clusters Score -97693.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -97775.203125 Penalty: 2204.580566
	Iteration 4F: 3 clusters Score -97775.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97864.703125 Penalty: 2204.580566
	Iteration 5F: 3 clusters Score -97864.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -97973.609375 Penalty: 2204.580566
	Iteration 6F: 3 clusters Score -97973.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98075.210938 Penalty: 2204.580566
	Iteration 7Q: 3 clusters Score -98075.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98142.789062 Penalty: 2204.580566
	Iteration 8Q: 3 clusters Score -98142.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98241.445312 Penalty: 2204.580566
	Iteration 9Q: 3 clusters Score -98241.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98276.320312 Penalty: 2204.580566
	Iteration 10Q: 3 clusters Score -98276.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98301.367188 Penalty: 2204.580566
	Iteration 11Q: 3 clusters Score -98301.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98315.429688 Penalty: 2204.580566
	Iteration 12Q: 3 clusters Score -98315.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98339.562500 Penalty: 2204.580566
	Iteration 13Q: 3 clusters Score -98339.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98349.328125 Penalty: 2204.580566
	Iteration 14Q: 3 clusters Score -98349.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98355.437500 Penalty: 2204.580566
	Iteration 15Q: 3 clusters Score -98355.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98358.007812 Penalty: 2204.580566
	Iteration 16Q: 3 clusters Score -98358.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98361.375000 Penalty: 2204.580566
	Iteration 17Q: 3 clusters Score -98361.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98361.468750 Penalty: 2204.580566
	Iteration 18F: 3 clusters Score -98361.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98365.257812 Penalty: 2204.580566
	Iteration 19Q: 3 clusters Score -98365.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98366.601562 Penalty: 2204.580566
	Iteration 20F: 3 clusters Score -98366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98367.789062 Penalty: 2204.580566
	Iteration 21Q: 3 clusters Score -98367.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98367.789062 Penalty: 2204.580566
	Iteration 22F: 3 clusters Score -98367.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (131968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Entering Unmasked Estep 
Score: -16684837.000000 Penalty: 1915.926147
	Iteration 0F: 2 clusters Score -1.668484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -16605036.000000 Penalty: 3831.852295
	Iteration 0F: 3 clusters Score -1.660504e+07 nChanged 63368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -16643217.000000 Penalty: 3831.852295
	Iteration 1F: 3 clusters Score -1.664322e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -16645785.000000 Penalty: 3831.852295
	Iteration 2Q: 3 clusters Score -1.664578e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -16650142.000000 Penalty: 3831.852295
	Iteration 3F: 3 clusters Score -1.665014e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -16656970.000000 Penalty: 3831.852295
	Iteration 4F: 3 clusters Score -1.665697e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106168 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -16666437.000000 Penalty: 3831.852295
	Iteration 5F: 3 clusters Score -1.666644e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -16674813.000000 Penalty: 3831.852295
	Iteration 6F: 3 clusters Score -1.667481e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121728 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -16679563.000000 Penalty: 3831.852295
	Iteration 7F: 3 clusters Score -1.667956e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125522 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -16681577.000000 Penalty: 3831.852295
	Iteration 8Q: 3 clusters Score -1.668158e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -16682486.000000 Penalty: 3831.852295
	Iteration 9Q: 3 clusters Score -1.668249e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128684 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -16682899.000000 Penalty: 3831.852295
	Iteration 10Q: 3 clusters Score -1.66829e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129432 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -16683178.000000 Penalty: 3831.852295
	Iteration 11Q: 3 clusters Score -1.668318e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129934 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16683271.000000 Penalty: 3831.852295
	Iteration 12Q: 3 clusters Score -1.668327e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130252 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -16683376.000000 Penalty: 3831.852295
	Iteration 13Q: 3 clusters Score -1.668338e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -16683462.000000 Penalty: 3831.852295
	Iteration 14Q: 3 clusters Score -1.668346e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130618 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -16683475.000000 Penalty: 3831.852295
	Iteration 15Q: 3 clusters Score -1.668348e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -16683480.000000 Penalty: 3831.852295
	Iteration 16Q: 3 clusters Score -1.668348e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130836 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16683497.000000 Penalty: 3831.852295
	Iteration 17Q: 3 clusters Score -1.66835e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16683515.000000 Penalty: 3831.852295
	Iteration 18Q: 3 clusters Score -1.668352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130981 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16683523.000000 Penalty: 3831.852295
	Iteration 19Q: 3 clusters Score -1.668352e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16683509.000000 Penalty: 3831.852295
	Iteration 20F: 3 clusters Score -1.668351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16683527.000000 Penalty: 3831.852295
	Iteration 21Q: 3 clusters Score -1.668353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131078 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16683523.000000 Penalty: 3831.852295
	Iteration 22Q: 3 clusters Score -1.668352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16683524.000000 Penalty: 3831.852295
	Iteration 23Q: 3 clusters Score -1.668352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16683518.000000 Penalty: 3831.852295
	Iteration 24Q: 3 clusters Score -1.668352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131156 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16683513.000000 Penalty: 3831.852295
	Iteration 25Q: 3 clusters Score -1.668351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131170 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -16683501.000000 Penalty: 3831.852295
	Iteration 26Q: 3 clusters Score -1.66835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131182 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16683517.000000 Penalty: 3831.852295
	Iteration 27Q: 3 clusters Score -1.668352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131188 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16683520.000000 Penalty: 3831.852295
	Iteration 28Q: 3 clusters Score -1.668352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16683520.000000 Penalty: 3831.852295
	Iteration 29Q: 3 clusters Score -1.668352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131203 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -16683527.000000 Penalty: 3831.852295
	Iteration 30Q: 3 clusters Score -1.668353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16683514.000000 Penalty: 3831.852295
	Iteration 31Q: 3 clusters Score -1.668351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131224 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -16683515.000000 Penalty: 3831.852295
	Iteration 32Q: 3 clusters Score -1.668352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16683525.000000 Penalty: 3831.852295
	Iteration 33Q: 3 clusters Score -1.668352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16683516.000000 Penalty: 3831.852295
	Iteration 34Q: 3 clusters Score -1.668352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131248 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16683514.000000 Penalty: 3831.852295
	Iteration 35Q: 3 clusters Score -1.668351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16683504.000000 Penalty: 3831.852295
	Iteration 36Q: 3 clusters Score -1.66835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131247 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16683523.000000 Penalty: 3831.852295
	Iteration 37Q: 3 clusters Score -1.668352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16683522.000000 Penalty: 3831.852295
	Iteration 38Q: 3 clusters Score -1.668352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16683533.000000 Penalty: 3831.852295
	Iteration 39Q: 3 clusters Score -1.668353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131253 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16683540.000000 Penalty: 3831.852295
	Iteration 40F: 3 clusters Score -1.668354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -402406.093750 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -402406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -399468.468750 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -399468.5 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -400370.750000 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -400370.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -400753.718750 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -400753.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -401076.562500 Penalty: 2642.556152
	Iteration 3F: 3 clusters Score -401076.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -401353.875000 Penalty: 2642.556152
	Iteration 4F: 3 clusters Score -401353.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -401575.812500 Penalty: 2642.556152
	Iteration 5F: 3 clusters Score -401575.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -401721.031250 Penalty: 2642.556152
	Iteration 6F: 3 clusters Score -401721 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -401809.156250 Penalty: 2642.556152
	Iteration 7Q: 3 clusters Score -401809.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -401866.875000 Penalty: 2642.556152
	Iteration 8Q: 3 clusters Score -401866.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -401904.656250 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -401904.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -401934.281250 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -401934.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -401951.218750 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -401951.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -401962.125000 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -401962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -401965.781250 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -401965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -401969.031250 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -401969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -401975.156250 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -401975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -401978.531250 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -401978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -401980.218750 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -401980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -401980.218750 Penalty: 2642.556152
	Iteration 18F: 3 clusters Score -401980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -18885.019531 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -18885.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18203.296875 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -18203.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18691.070312 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -18691.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18943.994141 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -18943.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19103.990234 Penalty: 1989.810181
	Iteration 3F: 3 clusters Score -19103.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19198.564453 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -19198.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19293.667969 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -19293.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19504.970703 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -19504.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19598.398438 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -19598.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19629.185547 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -19629.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19636.941406 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -19636.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19647.111328 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -19647.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19651.253906 Penalty: 1989.810181
	Iteration 11Q: 3 clusters Score -19651.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19652.328125 Penalty: 1989.810181
	Iteration 12Q: 3 clusters Score -19652.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19655.042969 Penalty: 1989.810181
	Iteration 13Q: 3 clusters Score -19655.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19655.042969 Penalty: 1989.810181
	Iteration 14F: 3 clusters Score -19655.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 106595 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 116850 members 
Mstep: Class 11 contains 49226 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 66570 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 119224 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115910 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15702 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 131968 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 96145 members 
Mstep: Class 37 contains 2295 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 195 members 
Entering Unmasked Estep 
Score: -141702256.000000 Penalty: 88477.945312
Splitting cluster 32 changes total score from -141702208.000000 to -141702256.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 33 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -32035.496094 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -32035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31167.652344 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -31167.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31338.572266 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -31338.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31415.476562 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -31415.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31438.419922 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -31438.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31449.806641 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -31449.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31481.115234 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -31481.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31494.474609 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -31494.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31497.455078 Penalty: 1884.705200
	Iteration 7Q: 3 clusters Score -31497.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31505.705078 Penalty: 1884.705200
	Iteration 8Q: 3 clusters Score -31505.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31514.505859 Penalty: 1884.705200
	Iteration 9Q: 3 clusters Score -31514.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31517.810547 Penalty: 1884.705200
	Iteration 10Q: 3 clusters Score -31517.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31520.623047 Penalty: 1884.705200
	Iteration 11Q: 3 clusters Score -31520.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31520.623047 Penalty: 1884.705200
	Iteration 12F: 3 clusters Score -31520.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -22819.781250 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -22819.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22109.011719 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -22109.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22387.406250 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -22387.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22469.324219 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -22469.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22496.951172 Penalty: 1866.476074
	Iteration 3Q: 3 clusters Score -22496.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22522.439453 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -22522.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22524.685547 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -22524.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22560.919922 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -22560.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22572.970703 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -22572.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22606.310547 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -22606.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22614.896484 Penalty: 1866.476074
	Iteration 9Q: 3 clusters Score -22614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22638.638672 Penalty: 1866.476074
	Iteration 10Q: 3 clusters Score -22638.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22644.279297 Penalty: 1866.476074
	Iteration 11Q: 3 clusters Score -22644.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22651.826172 Penalty: 1866.476074
	Iteration 12Q: 3 clusters Score -22651.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22651.826172 Penalty: 1866.476074
	Iteration 13F: 3 clusters Score -22651.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -25314.777344 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -25314.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24471.015625 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -24471.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24686.337891 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -24686.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24791.771484 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -24791.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24843.468750 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -24843.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24855.193359 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -24855.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24861.101562 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -24861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24867.570312 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -24867.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24868.285156 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -24868.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24868.285156 Penalty: 1855.888672
	Iteration 8F: 3 clusters Score -24868.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (96145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Entering Unmasked Estep 
Score: -12124199.000000 Penalty: 1864.462036
	Iteration 0F: 2 clusters Score -1.21242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -12060319.000000 Penalty: 3728.924072
	Iteration 0F: 3 clusters Score -1.206032e+07 nChanged 45961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -12087101.000000 Penalty: 3728.924072
	Iteration 1F: 3 clusters Score -1.20871e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -12087986.000000 Penalty: 3728.924072
	Iteration 2Q: 3 clusters Score -1.208799e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -12089135.000000 Penalty: 3728.924072
	Iteration 3Q: 3 clusters Score -1.208914e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -12090805.000000 Penalty: 3728.924072
	Iteration 4Q: 3 clusters Score -1.20908e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -12093122.000000 Penalty: 3728.924072
	Iteration 5Q: 3 clusters Score -1.209312e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -12096675.000000 Penalty: 3728.924072
	Iteration 6F: 3 clusters Score -1.209668e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -12101231.000000 Penalty: 3728.924072
	Iteration 7F: 3 clusters Score -1.210123e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -12106345.000000 Penalty: 3728.924072
	Iteration 8F: 3 clusters Score -1.210634e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -12110231.000000 Penalty: 3728.924072
	Iteration 9F: 3 clusters Score -1.211023e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -12112142.000000 Penalty: 3728.924072
	Iteration 10Q: 3 clusters Score -1.211214e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -12112994.000000 Penalty: 3728.924072
	Iteration 11Q: 3 clusters Score -1.211299e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -12113430.000000 Penalty: 3728.924072
	Iteration 12Q: 3 clusters Score -1.211343e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -12113939.000000 Penalty: 3728.924072
	Iteration 13Q: 3 clusters Score -1.211394e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -12114311.000000 Penalty: 3728.924072
	Iteration 14Q: 3 clusters Score -1.211431e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -12114696.000000 Penalty: 3728.924072
	Iteration 15Q: 3 clusters Score -1.21147e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -12114977.000000 Penalty: 3728.924072
	Iteration 16Q: 3 clusters Score -1.211498e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -12115292.000000 Penalty: 3728.924072
	Iteration 17Q: 3 clusters Score -1.211529e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -12115486.000000 Penalty: 3728.924072
	Iteration 18Q: 3 clusters Score -1.211549e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -12115646.000000 Penalty: 3728.924072
	Iteration 19Q: 3 clusters Score -1.211565e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -12115811.000000 Penalty: 3728.924072
	Iteration 20F: 3 clusters Score -1.211581e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -12115922.000000 Penalty: 3728.924072
	Iteration 21Q: 3 clusters Score -1.211592e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -12116050.000000 Penalty: 3728.924072
	Iteration 22Q: 3 clusters Score -1.211605e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -12116179.000000 Penalty: 3728.924072
	Iteration 23Q: 3 clusters Score -1.211618e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -12116171.000000 Penalty: 3728.924072
	Iteration 24Q: 3 clusters Score -1.211617e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -12116226.000000 Penalty: 3728.924072
	Iteration 25Q: 3 clusters Score -1.211623e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -12116262.000000 Penalty: 3728.924072
	Iteration 26Q: 3 clusters Score -1.211626e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -12116311.000000 Penalty: 3728.924072
	Iteration 27Q: 3 clusters Score -1.211631e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -12116350.000000 Penalty: 3728.924072
	Iteration 28Q: 3 clusters Score -1.211635e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -12116393.000000 Penalty: 3728.924072
	Iteration 29Q: 3 clusters Score -1.211639e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -12116422.000000 Penalty: 3728.924072
	Iteration 30Q: 3 clusters Score -1.211642e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -12116451.000000 Penalty: 3728.924072
	Iteration 31Q: 3 clusters Score -1.211645e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -12116490.000000 Penalty: 3728.924072
	Iteration 32Q: 3 clusters Score -1.211649e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -12116529.000000 Penalty: 3728.924072
	Iteration 33Q: 3 clusters Score -1.211653e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -12116566.000000 Penalty: 3728.924072
	Iteration 34Q: 3 clusters Score -1.211657e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -12116620.000000 Penalty: 3728.924072
	Iteration 35Q: 3 clusters Score -1.211662e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -12116736.000000 Penalty: 3728.924072
	Iteration 36Q: 3 clusters Score -1.211674e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -12116744.000000 Penalty: 3728.924072
	Iteration 37Q: 3 clusters Score -1.211674e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -12116837.000000 Penalty: 3728.924072
	Iteration 38Q: 3 clusters Score -1.211684e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -12116901.000000 Penalty: 3728.924072
	Iteration 39Q: 3 clusters Score -1.21169e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -12116922.000000 Penalty: 3728.924072
	Iteration 40F: 3 clusters Score -1.211692e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -12116972.000000 Penalty: 3728.924072
	Iteration 41Q: 3 clusters Score -1.211697e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -12117088.000000 Penalty: 3728.924072
	Iteration 42Q: 3 clusters Score -1.211709e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -12117141.000000 Penalty: 3728.924072
	Iteration 43Q: 3 clusters Score -1.211714e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -12117208.000000 Penalty: 3728.924072
	Iteration 44Q: 3 clusters Score -1.211721e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -12117276.000000 Penalty: 3728.924072
	Iteration 45Q: 3 clusters Score -1.211728e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -12117309.000000 Penalty: 3728.924072
	Iteration 46Q: 3 clusters Score -1.211731e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -12117397.000000 Penalty: 3728.924072
	Iteration 47Q: 3 clusters Score -1.21174e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -12117475.000000 Penalty: 3728.924072
	Iteration 48Q: 3 clusters Score -1.211748e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -12117486.000000 Penalty: 3728.924072
	Iteration 49Q: 3 clusters Score -1.211749e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -12117533.000000 Penalty: 3728.924072
	Iteration 50Q: 3 clusters Score -1.211753e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -12117613.000000 Penalty: 3728.924072
	Iteration 51Q: 3 clusters Score -1.211761e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -12117662.000000 Penalty: 3728.924072
	Iteration 52Q: 3 clusters Score -1.211766e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -12117727.000000 Penalty: 3728.924072
	Iteration 53Q: 3 clusters Score -1.211773e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -12117868.000000 Penalty: 3728.924072
	Iteration 54Q: 3 clusters Score -1.211787e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -12117942.000000 Penalty: 3728.924072
	Iteration 55Q: 3 clusters Score -1.211794e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -12118002.000000 Penalty: 3728.924072
	Iteration 56Q: 3 clusters Score -1.2118e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -12118060.000000 Penalty: 3728.924072
	Iteration 57Q: 3 clusters Score -1.211806e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -12118113.000000 Penalty: 3728.924072
	Iteration 58Q: 3 clusters Score -1.211811e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -12118272.000000 Penalty: 3728.924072
	Iteration 59Q: 3 clusters Score -1.211827e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -12118414.000000 Penalty: 3728.924072
	Iteration 60F: 3 clusters Score -1.211841e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -12118602.000000 Penalty: 3728.924072
	Iteration 61Q: 3 clusters Score -1.21186e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -12118697.000000 Penalty: 3728.924072
	Iteration 62Q: 3 clusters Score -1.21187e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -12118843.000000 Penalty: 3728.924072
	Iteration 63Q: 3 clusters Score -1.211884e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -12118924.000000 Penalty: 3728.924072
	Iteration 64Q: 3 clusters Score -1.211892e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -12119064.000000 Penalty: 3728.924072
	Iteration 65Q: 3 clusters Score -1.211906e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -12119235.000000 Penalty: 3728.924072
	Iteration 66Q: 3 clusters Score -1.211924e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -12119329.000000 Penalty: 3728.924072
	Iteration 67Q: 3 clusters Score -1.211933e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -12119465.000000 Penalty: 3728.924072
	Iteration 68Q: 3 clusters Score -1.211946e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -12119660.000000 Penalty: 3728.924072
	Iteration 69Q: 3 clusters Score -1.211966e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -12119817.000000 Penalty: 3728.924072
	Iteration 70Q: 3 clusters Score -1.211982e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -12119992.000000 Penalty: 3728.924072
	Iteration 71Q: 3 clusters Score -1.211999e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -12120180.000000 Penalty: 3728.924072
	Iteration 72Q: 3 clusters Score -1.212018e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -12120289.000000 Penalty: 3728.924072
	Iteration 73Q: 3 clusters Score -1.212029e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -12120447.000000 Penalty: 3728.924072
	Iteration 74Q: 3 clusters Score -1.212045e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -12120536.000000 Penalty: 3728.924072
	Iteration 75Q: 3 clusters Score -1.212054e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -12120734.000000 Penalty: 3728.924072
	Iteration 76Q: 3 clusters Score -1.212073e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -12120887.000000 Penalty: 3728.924072
	Iteration 77Q: 3 clusters Score -1.212089e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -12121042.000000 Penalty: 3728.924072
	Iteration 78Q: 3 clusters Score -1.212104e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -12121207.000000 Penalty: 3728.924072
	Iteration 79Q: 3 clusters Score -1.212121e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -12121366.000000 Penalty: 3728.924072
	Iteration 80F: 3 clusters Score -1.212137e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -12121527.000000 Penalty: 3728.924072
	Iteration 81Q: 3 clusters Score -1.212153e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -12121681.000000 Penalty: 3728.924072
	Iteration 82Q: 3 clusters Score -1.212168e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -12121798.000000 Penalty: 3728.924072
	Iteration 83Q: 3 clusters Score -1.21218e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12121911.000000 Penalty: 3728.924072
	Iteration 84Q: 3 clusters Score -1.212191e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -12121985.000000 Penalty: 3728.924072
	Iteration 85Q: 3 clusters Score -1.212198e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12122138.000000 Penalty: 3728.924072
	Iteration 86Q: 3 clusters Score -1.212214e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12122257.000000 Penalty: 3728.924072
	Iteration 87Q: 3 clusters Score -1.212226e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12122353.000000 Penalty: 3728.924072
	Iteration 88Q: 3 clusters Score -1.212235e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12122420.000000 Penalty: 3728.924072
	Iteration 89Q: 3 clusters Score -1.212242e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12122483.000000 Penalty: 3728.924072
	Iteration 90Q: 3 clusters Score -1.212248e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12122533.000000 Penalty: 3728.924072
	Iteration 91Q: 3 clusters Score -1.212253e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12122561.000000 Penalty: 3728.924072
	Iteration 92Q: 3 clusters Score -1.212256e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12122608.000000 Penalty: 3728.924072
	Iteration 93Q: 3 clusters Score -1.212261e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95320 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12122635.000000 Penalty: 3728.924072
	Iteration 94Q: 3 clusters Score -1.212264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12122676.000000 Penalty: 3728.924072
	Iteration 95Q: 3 clusters Score -1.212268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12122690.000000 Penalty: 3728.924072
	Iteration 96Q: 3 clusters Score -1.212269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12122696.000000 Penalty: 3728.924072
	Iteration 97Q: 3 clusters Score -1.21227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12122687.000000 Penalty: 3728.924072
	Iteration 98Q: 3 clusters Score -1.212269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12122700.000000 Penalty: 3728.924072
	Iteration 99Q: 3 clusters Score -1.21227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12122700.000000 Penalty: 3728.924072
	Iteration 100F: 3 clusters Score -1.21227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12122705.000000 Penalty: 3728.924072
	Iteration 101Q: 3 clusters Score -1.21227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12122703.000000 Penalty: 3728.924072
	Iteration 102Q: 3 clusters Score -1.21227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12122715.000000 Penalty: 3728.924072
	Iteration 103Q: 3 clusters Score -1.212272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12122710.000000 Penalty: 3728.924072
	Iteration 104Q: 3 clusters Score -1.212271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12122702.000000 Penalty: 3728.924072
	Iteration 105Q: 3 clusters Score -1.21227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12122718.000000 Penalty: 3728.924072
	Iteration 106Q: 3 clusters Score -1.212272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12122714.000000 Penalty: 3728.924072
	Iteration 107Q: 3 clusters Score -1.212271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12122714.000000 Penalty: 3728.924072
	Iteration 108Q: 3 clusters Score -1.212271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12122716.000000 Penalty: 3728.924072
	Iteration 109Q: 3 clusters Score -1.212272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12122713.000000 Penalty: 3728.924072
	Iteration 110Q: 3 clusters Score -1.212271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12122716.000000 Penalty: 3728.924072
	Iteration 111Q: 3 clusters Score -1.212272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12122716.000000 Penalty: 3728.924072
	Iteration 112F: 3 clusters Score -1.212272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -277251.781250 Penalty: 1257.504272
	Iteration 0F: 2 clusters Score -277251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274993.406250 Penalty: 2515.008545
	Iteration 0F: 3 clusters Score -274993.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -275540.968750 Penalty: 2515.008545
	Iteration 1F: 3 clusters Score -275541 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -275684.406250 Penalty: 2515.008545
	Iteration 2F: 3 clusters Score -275684.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -275793.812500 Penalty: 2515.008545
	Iteration 3F: 3 clusters Score -275793.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -275878.875000 Penalty: 2515.008545
	Iteration 4Q: 3 clusters Score -275878.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -275964.312500 Penalty: 2515.008545
	Iteration 5Q: 3 clusters Score -275964.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -276050.281250 Penalty: 2515.008545
	Iteration 6Q: 3 clusters Score -276050.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -276118.312500 Penalty: 2515.008545
	Iteration 7Q: 3 clusters Score -276118.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -276187.031250 Penalty: 2515.008545
	Iteration 8Q: 3 clusters Score -276187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -276251.718750 Penalty: 2515.008545
	Iteration 9Q: 3 clusters Score -276251.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -276311.750000 Penalty: 2515.008545
	Iteration 10Q: 3 clusters Score -276311.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -276360.625000 Penalty: 2515.008545
	Iteration 11Q: 3 clusters Score -276360.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -276403.500000 Penalty: 2515.008545
	Iteration 12Q: 3 clusters Score -276403.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -276434.281250 Penalty: 2515.008545
	Iteration 13Q: 3 clusters Score -276434.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -276465.562500 Penalty: 2515.008545
	Iteration 14Q: 3 clusters Score -276465.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -276490.250000 Penalty: 2515.008545
	Iteration 15Q: 3 clusters Score -276490.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -276514.250000 Penalty: 2515.008545
	Iteration 16Q: 3 clusters Score -276514.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -276535.125000 Penalty: 2515.008545
	Iteration 17Q: 3 clusters Score -276535.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -276554.156250 Penalty: 2515.008545
	Iteration 18Q: 3 clusters Score -276554.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276566.000000 Penalty: 2515.008545
	Iteration 19Q: 3 clusters Score -276566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276578.156250 Penalty: 2515.008545
	Iteration 20F: 3 clusters Score -276578.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276595.468750 Penalty: 2515.008545
	Iteration 21Q: 3 clusters Score -276595.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -276608.093750 Penalty: 2515.008545
	Iteration 22Q: 3 clusters Score -276608.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -276618.468750 Penalty: 2515.008545
	Iteration 23Q: 3 clusters Score -276618.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -276627.406250 Penalty: 2515.008545
	Iteration 24Q: 3 clusters Score -276627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -276641.562500 Penalty: 2515.008545
	Iteration 25Q: 3 clusters Score -276641.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -276650.968750 Penalty: 2515.008545
	Iteration 26Q: 3 clusters Score -276651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -276657.093750 Penalty: 2515.008545
	Iteration 27Q: 3 clusters Score -276657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -276661.500000 Penalty: 2515.008545
	Iteration 28Q: 3 clusters Score -276661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -276663.500000 Penalty: 2515.008545
	Iteration 29Q: 3 clusters Score -276663.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -276665.625000 Penalty: 2515.008545
	Iteration 30Q: 3 clusters Score -276665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276669.281250 Penalty: 2515.008545
	Iteration 31Q: 3 clusters Score -276669.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276673.906250 Penalty: 2515.008545
	Iteration 32Q: 3 clusters Score -276673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -276675.593750 Penalty: 2515.008545
	Iteration 33Q: 3 clusters Score -276675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -276675.531250 Penalty: 2515.008545
	Iteration 34Q: 3 clusters Score -276675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -276676.343750 Penalty: 2515.008545
	Iteration 35Q: 3 clusters Score -276676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -276676.531250 Penalty: 2515.008545
	Iteration 36Q: 3 clusters Score -276676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -276676.531250 Penalty: 2515.008545
	Iteration 37F: 3 clusters Score -276676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -93999.875000 Penalty: 1096.100952
	Iteration 0F: 2 clusters Score -93999.88 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 439 members 
Entering Unmasked Estep 
Score: -92676.421875 Penalty: 2192.201904
	Iteration 0F: 3 clusters Score -92676.42 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92995.531250 Penalty: 2192.201904
	Iteration 1F: 3 clusters Score -92995.53 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -93151.890625 Penalty: 2192.201904
	Iteration 2F: 3 clusters Score -93151.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -93234.226562 Penalty: 2192.201904
	Iteration 3F: 3 clusters Score -93234.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -93299.265625 Penalty: 2192.201904
	Iteration 4Q: 3 clusters Score -93299.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -93351.382812 Penalty: 2192.201904
	Iteration 5Q: 3 clusters Score -93351.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93383.140625 Penalty: 2192.201904
	Iteration 6Q: 3 clusters Score -93383.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93426.765625 Penalty: 2192.201904
	Iteration 7Q: 3 clusters Score -93426.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93474.875000 Penalty: 2192.201904
	Iteration 8Q: 3 clusters Score -93474.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93501.531250 Penalty: 2192.201904
	Iteration 9Q: 3 clusters Score -93501.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93522.257812 Penalty: 2192.201904
	Iteration 10Q: 3 clusters Score -93522.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93532.515625 Penalty: 2192.201904
	Iteration 11Q: 3 clusters Score -93532.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93537.656250 Penalty: 2192.201904
	Iteration 12Q: 3 clusters Score -93537.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93540.656250 Penalty: 2192.201904
	Iteration 13Q: 3 clusters Score -93540.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93541.179688 Penalty: 2192.201904
	Iteration 14Q: 3 clusters Score -93541.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93541.546875 Penalty: 2192.201904
	Iteration 15Q: 3 clusters Score -93541.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93543.445312 Penalty: 2192.201904
	Iteration 16Q: 3 clusters Score -93543.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93543.445312 Penalty: 2192.201904
	Iteration 17F: 3 clusters Score -93543.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 106595 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 116850 members 
Mstep: Class 11 contains 49226 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 66570 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 119224 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115910 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15702 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 131968 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 96145 members 
Mstep: Class 37 contains 2295 members 
Mstep: Class 38 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702784.000000 Penalty: 88477.945312
Iteration 119Q: 40 clusters Score -1.417028e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 106506 members 
Mstep: Class 4 contains 8251 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6588 members 
Mstep: Class 9 contains 110999 members 
Mstep: Class 10 contains 116726 members 
Mstep: Class 11 contains 49308 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 68485 members 
Mstep: Class 15 contains 30639 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5041 members 
Mstep: Class 18 contains 119158 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 115801 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15695 members 
Mstep: Class 28 contains 18171 members 
Mstep: Class 29 contains 884 members 
Mstep: Class 30 contains 131715 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 94878 members 
Mstep: Class 37 contains 2298 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141704416.000000 Penalty: 88477.945312
Iteration 120F: 40 clusters Score -1.417044e+08 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 106420 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 110993 members 
Mstep: Class 10 contains 116599 members 
Mstep: Class 11 contains 49390 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 70424 members 
Mstep: Class 15 contains 30589 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5034 members 
Mstep: Class 18 contains 119158 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115697 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9709 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15704 members 
Mstep: Class 28 contains 18161 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 131451 members 
Mstep: Class 31 contains 3449 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 311 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 93505 members 
Mstep: Class 37 contains 2300 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141706224.000000 Penalty: 88477.945312
Iteration 121Q: 40 clusters Score -1.417062e+08 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 106325 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6593 members 
Mstep: Class 9 contains 111026 members 
Mstep: Class 10 contains 116551 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 72341 members 
Mstep: Class 15 contains 30560 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 5038 members 
Mstep: Class 18 contains 119146 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 115571 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9709 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15693 members 
Mstep: Class 28 contains 18160 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 131227 members 
Mstep: Class 31 contains 3478 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 91959 members 
Mstep: Class 37 contains 2301 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141707296.000000 Penalty: 88477.945312
Iteration 122Q: 40 clusters Score -1.417073e+08 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 106212 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 5 contains 5938 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6595 members 
Mstep: Class 9 contains 111167 members 
Mstep: Class 10 contains 116470 members 
Mstep: Class 11 contains 49590 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 313 members 
Mstep: Class 14 contains 74212 members 
Mstep: Class 15 contains 30520 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 5037 members 
Mstep: Class 18 contains 119159 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 115442 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 407 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15700 members 
Mstep: Class 28 contains 18168 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 131002 members 
Mstep: Class 31 contains 3503 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 90355 members 
Mstep: Class 37 contains 2305 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141707600.000000 Penalty: 88477.945312
Iteration 123Q: 40 clusters Score -1.417076e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 106118 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 6592 members 
Mstep: Class 9 contains 111376 members 
Mstep: Class 10 contains 116429 members 
Mstep: Class 11 contains 49683 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 76107 members 
Mstep: Class 15 contains 30500 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 119125 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 115324 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 15702 members 
Mstep: Class 28 contains 18138 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130788 members 
Mstep: Class 31 contains 3530 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 88682 members 
Mstep: Class 37 contains 2311 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141708592.000000 Penalty: 88477.945312
Iteration 124Q: 40 clusters Score -1.417086e+08 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 106056 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 6582 members 
Mstep: Class 9 contains 111531 members 
Mstep: Class 10 contains 116365 members 
Mstep: Class 11 contains 49788 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 77950 members 
Mstep: Class 15 contains 30483 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 5027 members 
Mstep: Class 18 contains 119148 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 115264 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 2672 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15706 members 
Mstep: Class 28 contains 18130 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130625 members 
Mstep: Class 31 contains 3565 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 324 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 86893 members 
Mstep: Class 37 contains 2314 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141709104.000000 Penalty: 88477.945312
Iteration 125Q: 40 clusters Score -1.417091e+08 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 105976 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 6579 members 
Mstep: Class 9 contains 111691 members 
Mstep: Class 10 contains 116383 members 
Mstep: Class 11 contains 49885 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 308 members 
Mstep: Class 14 contains 79789 members 
Mstep: Class 15 contains 30465 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 119184 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 115220 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9710 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 15706 members 
Mstep: Class 28 contains 18110 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 130496 members 
Mstep: Class 31 contains 3588 members 
Mstep: Class 32 contains 269 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 85039 members 
Mstep: Class 37 contains 2318 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141709424.000000 Penalty: 88477.945312
Iteration 126Q: 40 clusters Score -1.417094e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 10335 members 
Mstep: Class 3 contains 105906 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5932 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 6571 members 
Mstep: Class 9 contains 111819 members 
Mstep: Class 10 contains 116446 members 
Mstep: Class 11 contains 49962 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 81552 members 
Mstep: Class 15 contains 30450 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 119225 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 115257 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9703 members 
Mstep: Class 23 contains 407 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 15714 members 
Mstep: Class 28 contains 18105 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 130375 members 
Mstep: Class 31 contains 3609 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 83155 members 
Mstep: Class 37 contains 2323 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141710352.000000 Penalty: 88477.945312
Iteration 127Q: 40 clusters Score -1.417104e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 10339 members 
Mstep: Class 3 contains 105860 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 112010 members 
Mstep: Class 10 contains 116509 members 
Mstep: Class 11 contains 50015 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 83173 members 
Mstep: Class 15 contains 30432 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 5016 members 
Mstep: Class 18 contains 119236 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 115195 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9702 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2568 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 15717 members 
Mstep: Class 28 contains 18086 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 130280 members 
Mstep: Class 31 contains 3639 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 328 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 81441 members 
Mstep: Class 37 contains 2323 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141710752.000000 Penalty: 88477.945312
Iteration 128Q: 40 clusters Score -1.417108e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 10339 members 
Mstep: Class 3 contains 105804 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 112192 members 
Mstep: Class 10 contains 116610 members 
Mstep: Class 11 contains 50050 members 
Mstep: Class 12 contains 2066 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 84766 members 
Mstep: Class 15 contains 30414 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 119282 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 115163 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9700 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2531 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15716 members 
Mstep: Class 28 contains 18070 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 130183 members 
Mstep: Class 31 contains 3668 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 79679 members 
Mstep: Class 37 contains 2325 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141711184.000000 Penalty: 88477.945312
Iteration 129Q: 40 clusters Score -1.417112e+08 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 10342 members 
Mstep: Class 3 contains 105763 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 6535 members 
Mstep: Class 9 contains 112337 members 
Mstep: Class 10 contains 116712 members 
Mstep: Class 11 contains 50081 members 
Mstep: Class 12 contains 2066 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 86356 members 
Mstep: Class 15 contains 30390 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 5008 members 
Mstep: Class 18 contains 119323 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 115146 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9704 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2492 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15714 members 
Mstep: Class 28 contains 18041 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 130097 members 
Mstep: Class 31 contains 3693 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 77992 members 
Mstep: Class 37 contains 2329 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141711888.000000 Penalty: 88477.945312
Iteration 130Q: 40 clusters Score -1.417119e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 105727 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 3122 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 112486 members 
Mstep: Class 10 contains 116734 members 
Mstep: Class 11 contains 50136 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 87821 members 
Mstep: Class 15 contains 30367 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 119371 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 115111 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9706 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2448 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15718 members 
Mstep: Class 28 contains 18032 members 
Mstep: Class 29 contains 885 members 
Mstep: Class 30 contains 130057 members 
Mstep: Class 31 contains 3712 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 76402 members 
Mstep: Class 37 contains 2335 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141712016.000000 Penalty: 88477.945312
Iteration 131Q: 40 clusters Score -1.41712e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 105690 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 112638 members 
Mstep: Class 10 contains 116779 members 
Mstep: Class 11 contains 50176 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 89232 members 
Mstep: Class 15 contains 30341 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 4993 members 
Mstep: Class 18 contains 119446 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 115082 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9709 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15724 members 
Mstep: Class 28 contains 18000 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130007 members 
Mstep: Class 31 contains 3732 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 74864 members 
Mstep: Class 37 contains 2349 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713024.000000 Penalty: 88477.945312
Iteration 132Q: 40 clusters Score -1.41713e+08 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 10349 members 
Mstep: Class 3 contains 105642 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 5 contains 5916 members 
Mstep: Class 6 contains 3117 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 112759 members 
Mstep: Class 10 contains 116814 members 
Mstep: Class 11 contains 50205 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 90593 members 
Mstep: Class 15 contains 30309 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 119496 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 115009 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9706 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15727 members 
Mstep: Class 28 contains 17971 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130017 members 
Mstep: Class 31 contains 3751 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 73407 members 
Mstep: Class 37 contains 2358 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713376.000000 Penalty: 88477.945312
Iteration 133Q: 40 clusters Score -1.417134e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108982 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 105593 members 
Mstep: Class 4 contains 8257 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6504 members 
Mstep: Class 9 contains 112862 members 
Mstep: Class 10 contains 116830 members 
Mstep: Class 11 contains 50239 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 91947 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 119558 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 114896 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9705 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15721 members 
Mstep: Class 28 contains 17938 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130041 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 72020 members 
Mstep: Class 37 contains 2366 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713488.000000 Penalty: 88477.945312
Iteration 134Q: 40 clusters Score -1.417135e+08 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 105573 members 
Mstep: Class 4 contains 8250 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 3115 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 113002 members 
Mstep: Class 10 contains 116837 members 
Mstep: Class 11 contains 50275 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 93203 members 
Mstep: Class 15 contains 30239 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 5020 members 
Mstep: Class 18 contains 119573 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 114815 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9700 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15721 members 
Mstep: Class 28 contains 17904 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130114 members 
Mstep: Class 31 contains 3795 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 70694 members 
Mstep: Class 37 contains 2370 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713680.000000 Penalty: 88477.945312
Iteration 135Q: 40 clusters Score -1.417137e+08 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 108990 members 
Mstep: Class 2 contains 10364 members 
Mstep: Class 3 contains 105546 members 
Mstep: Class 4 contains 8248 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 113167 members 
Mstep: Class 10 contains 116847 members 
Mstep: Class 11 contains 50293 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 94389 members 
Mstep: Class 15 contains 30212 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 5020 members 
Mstep: Class 18 contains 119602 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 114732 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9692 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15724 members 
Mstep: Class 28 contains 17886 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130165 members 
Mstep: Class 31 contains 3807 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 69408 members 
Mstep: Class 37 contains 2367 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713472.000000 Penalty: 88477.945312
Iteration 136Q: 40 clusters Score -1.417135e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 10374 members 
Mstep: Class 3 contains 105514 members 
Mstep: Class 4 contains 8246 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 113426 members 
Mstep: Class 10 contains 116795 members 
Mstep: Class 11 contains 50301 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 95543 members 
Mstep: Class 15 contains 30191 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 5027 members 
Mstep: Class 18 contains 119624 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 114657 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9688 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15733 members 
Mstep: Class 28 contains 17886 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130190 members 
Mstep: Class 31 contains 3817 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 68104 members 
Mstep: Class 37 contains 2369 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 88477.945312
Iteration 137Q: 40 clusters Score -1.417137e+08 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 10378 members 
Mstep: Class 3 contains 105494 members 
Mstep: Class 4 contains 8244 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3108 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6482 members 
Mstep: Class 9 contains 113643 members 
Mstep: Class 10 contains 116721 members 
Mstep: Class 11 contains 50288 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 96621 members 
Mstep: Class 15 contains 30195 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 5028 members 
Mstep: Class 18 contains 119623 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 114643 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2199 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15738 members 
Mstep: Class 28 contains 17880 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130214 members 
Mstep: Class 31 contains 3824 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66903 members 
Mstep: Class 37 contains 2371 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714032.000000 Penalty: 88477.945312
Iteration 138Q: 40 clusters Score -1.41714e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 109083 members 
Mstep: Class 2 contains 10374 members 
Mstep: Class 3 contains 105469 members 
Mstep: Class 4 contains 8245 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6470 members 
Mstep: Class 9 contains 113826 members 
Mstep: Class 10 contains 116713 members 
Mstep: Class 11 contains 50279 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 97670 members 
Mstep: Class 15 contains 30167 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 119624 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 114633 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9675 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2174 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15735 members 
Mstep: Class 28 contains 17885 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130242 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 65723 members 
Mstep: Class 37 contains 2374 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714336.000000 Penalty: 88477.945312
Iteration 139Q: 40 clusters Score -1.417143e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 105443 members 
Mstep: Class 4 contains 8244 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3116 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 114024 members 
Mstep: Class 10 contains 116662 members 
Mstep: Class 11 contains 50273 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 98722 members 
Mstep: Class 15 contains 30129 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 5030 members 
Mstep: Class 18 contains 119585 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 114559 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9664 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15731 members 
Mstep: Class 28 contains 17891 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130283 members 
Mstep: Class 31 contains 3831 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 64668 members 
Mstep: Class 37 contains 2374 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714352.000000 Penalty: 88477.945312
Iteration 140F: 40 clusters Score -1.417144e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 109130 members 
Mstep: Class 2 contains 10378 members 
Mstep: Class 3 contains 105401 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 114193 members 
Mstep: Class 10 contains 116566 members 
Mstep: Class 11 contains 50265 members 
Mstep: Class 12 contains 2112 members 
Mstep: Class 13 contains 312 members 
Mstep: Class 14 contains 99803 members 
Mstep: Class 15 contains 30067 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 5036 members 
Mstep: Class 18 contains 119536 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 114487 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9659 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15737 members 
Mstep: Class 28 contains 17905 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130300 members 
Mstep: Class 31 contains 3836 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 63698 members 
Mstep: Class 37 contains 2377 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714944.000000 Penalty: 88477.945312
Iteration 141Q: 40 clusters Score -1.417149e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 105370 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6432 members 
Mstep: Class 9 contains 114330 members 
Mstep: Class 10 contains 116482 members 
Mstep: Class 11 contains 50240 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 313 members 
Mstep: Class 14 contains 100890 members 
Mstep: Class 15 contains 29995 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 5044 members 
Mstep: Class 18 contains 119443 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 114433 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9653 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2105 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15741 members 
Mstep: Class 28 contains 17911 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130320 members 
Mstep: Class 31 contains 3841 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 329 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 62779 members 
Mstep: Class 37 contains 2383 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715424.000000 Penalty: 88477.945312
Iteration 142Q: 40 clusters Score -1.417154e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 105346 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6419 members 
Mstep: Class 9 contains 114346 members 
Mstep: Class 10 contains 116400 members 
Mstep: Class 11 contains 50216 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 102025 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 119313 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 114331 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9649 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15748 members 
Mstep: Class 28 contains 17928 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130362 members 
Mstep: Class 31 contains 3849 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 61985 members 
Mstep: Class 37 contains 2394 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715648.000000 Penalty: 88477.945312
Iteration 143Q: 40 clusters Score -1.417156e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 10383 members 
Mstep: Class 3 contains 105319 members 
Mstep: Class 4 contains 8238 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6411 members 
Mstep: Class 9 contains 114360 members 
Mstep: Class 10 contains 116305 members 
Mstep: Class 11 contains 50216 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 103138 members 
Mstep: Class 15 contains 29839 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 119181 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 114203 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 9649 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2039 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15767 members 
Mstep: Class 28 contains 17940 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130380 members 
Mstep: Class 31 contains 3853 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 61237 members 
Mstep: Class 37 contains 2401 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715968.000000 Penalty: 88477.945312
Iteration 144Q: 40 clusters Score -1.41716e+08 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 10384 members 
Mstep: Class 3 contains 105294 members 
Mstep: Class 4 contains 8240 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 114393 members 
Mstep: Class 10 contains 116226 members 
Mstep: Class 11 contains 50203 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 104248 members 
Mstep: Class 15 contains 29754 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 5050 members 
Mstep: Class 18 contains 119031 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 114021 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9648 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2023 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15773 members 
Mstep: Class 28 contains 17955 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130415 members 
Mstep: Class 31 contains 3856 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 60535 members 
Mstep: Class 37 contains 2407 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716448.000000 Penalty: 88477.945312
Iteration 145Q: 40 clusters Score -1.417164e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109323 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 105272 members 
Mstep: Class 4 contains 8238 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6401 members 
Mstep: Class 9 contains 114401 members 
Mstep: Class 10 contains 116134 members 
Mstep: Class 11 contains 50199 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 105287 members 
Mstep: Class 15 contains 29671 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 118965 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 113833 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9645 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 2002 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15774 members 
Mstep: Class 28 contains 17995 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130501 members 
Mstep: Class 31 contains 3860 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 59822 members 
Mstep: Class 37 contains 2409 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717152.000000 Penalty: 88477.945312
Iteration 146Q: 40 clusters Score -1.417172e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109323 members 
Mstep: Class 2 contains 10395 members 
Mstep: Class 3 contains 105250 members 
Mstep: Class 4 contains 8237 members 
Mstep: Class 5 contains 5879 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6393 members 
Mstep: Class 9 contains 114333 members 
Mstep: Class 10 contains 116044 members 
Mstep: Class 11 contains 50193 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 106322 members 
Mstep: Class 15 contains 29606 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 5063 members 
Mstep: Class 18 contains 118950 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113697 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9637 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15770 members 
Mstep: Class 28 contains 18019 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130597 members 
Mstep: Class 31 contains 3867 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 59084 members 
Mstep: Class 37 contains 2411 members 
Mstep: Class 38 contains 853 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717456.000000 Penalty: 88477.945312
Iteration 147Q: 40 clusters Score -1.417175e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109330 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 105229 members 
Mstep: Class 4 contains 8236 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6384 members 
Mstep: Class 9 contains 114240 members 
Mstep: Class 10 contains 116009 members 
Mstep: Class 11 contains 50193 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 107301 members 
Mstep: Class 15 contains 29544 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 5071 members 
Mstep: Class 18 contains 118930 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113550 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9633 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15766 members 
Mstep: Class 28 contains 18043 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130660 members 
Mstep: Class 31 contains 3872 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 58405 members 
Mstep: Class 37 contains 2415 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717408.000000 Penalty: 88477.945312
Iteration 148Q: 40 clusters Score -1.417174e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 105201 members 
Mstep: Class 4 contains 8234 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 114119 members 
Mstep: Class 10 contains 116006 members 
Mstep: Class 11 contains 50196 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 108187 members 
Mstep: Class 15 contains 29489 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 5073 members 
Mstep: Class 18 contains 118888 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113415 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9636 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1957 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15782 members 
Mstep: Class 28 contains 18073 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130739 members 
Mstep: Class 31 contains 3874 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 57793 members 
Mstep: Class 37 contains 2418 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717456.000000 Penalty: 88477.945312
Iteration 149Q: 40 clusters Score -1.417175e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 10395 members 
Mstep: Class 3 contains 105186 members 
Mstep: Class 4 contains 8234 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 114023 members 
Mstep: Class 10 contains 115999 members 
Mstep: Class 11 contains 50183 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 109006 members 
Mstep: Class 15 contains 29439 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 5075 members 
Mstep: Class 18 contains 118826 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113323 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9637 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1943 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15794 members 
Mstep: Class 28 contains 18128 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130783 members 
Mstep: Class 31 contains 3875 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 57201 members 
Mstep: Class 37 contains 2419 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717760.000000 Penalty: 88477.945312
Iteration 150Q: 40 clusters Score -1.417178e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109322 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 105177 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 113890 members 
Mstep: Class 10 contains 115962 members 
Mstep: Class 11 contains 50171 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 109774 members 
Mstep: Class 15 contains 29395 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 118777 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113254 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9635 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1916 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18178 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130833 members 
Mstep: Class 31 contains 3878 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 56706 members 
Mstep: Class 37 contains 2419 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717616.000000 Penalty: 88477.945312
Iteration 151Q: 40 clusters Score -1.417176e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 105179 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 113837 members 
Mstep: Class 10 contains 115940 members 
Mstep: Class 11 contains 50141 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 110510 members 
Mstep: Class 15 contains 29364 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 118715 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113212 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9637 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1888 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15796 members 
Mstep: Class 28 contains 18226 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130836 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 56196 members 
Mstep: Class 37 contains 2418 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717616.000000 Penalty: 88477.945312
Iteration 152Q: 40 clusters Score -1.417176e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 105170 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 113840 members 
Mstep: Class 10 contains 115894 members 
Mstep: Class 11 contains 50127 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 111153 members 
Mstep: Class 15 contains 29328 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 118654 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113178 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9634 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15811 members 
Mstep: Class 28 contains 18267 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130848 members 
Mstep: Class 31 contains 3885 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 55707 members 
Mstep: Class 37 contains 2417 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717456.000000 Penalty: 88477.945312
Iteration 153Q: 40 clusters Score -1.417175e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 105163 members 
Mstep: Class 4 contains 8231 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 113816 members 
Mstep: Class 10 contains 115839 members 
Mstep: Class 11 contains 50127 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 111777 members 
Mstep: Class 15 contains 29308 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 118627 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113088 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9627 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15808 members 
Mstep: Class 28 contains 18337 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130865 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 55230 members 
Mstep: Class 37 contains 2417 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717648.000000 Penalty: 88477.945312
Iteration 154Q: 40 clusters Score -1.417176e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 105124 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 113792 members 
Mstep: Class 10 contains 115784 members 
Mstep: Class 11 contains 50125 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 112339 members 
Mstep: Class 15 contains 29295 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 5102 members 
Mstep: Class 18 contains 118631 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113039 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9620 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15804 members 
Mstep: Class 28 contains 18411 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130874 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 54750 members 
Mstep: Class 37 contains 2416 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717824.000000 Penalty: 88477.945312
Iteration 155Q: 40 clusters Score -1.417178e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109360 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105078 members 
Mstep: Class 4 contains 8235 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 113790 members 
Mstep: Class 10 contains 115744 members 
Mstep: Class 11 contains 50146 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 112776 members 
Mstep: Class 15 contains 29265 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 118630 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 112995 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9617 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15803 members 
Mstep: Class 28 contains 18478 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130906 members 
Mstep: Class 31 contains 3887 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 54350 members 
Mstep: Class 37 contains 2416 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717744.000000 Penalty: 88477.945312
Iteration 156Q: 40 clusters Score -1.417177e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 105038 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6348 members 
Mstep: Class 9 contains 113731 members 
Mstep: Class 10 contains 115746 members 
Mstep: Class 11 contains 50141 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113102 members 
Mstep: Class 15 contains 29247 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 5114 members 
Mstep: Class 18 contains 118680 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 112979 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9616 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15796 members 
Mstep: Class 28 contains 18526 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 130965 members 
Mstep: Class 31 contains 3890 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53996 members 
Mstep: Class 37 contains 2418 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717840.000000 Penalty: 88477.945312
Iteration 157Q: 40 clusters Score -1.417178e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 105009 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6341 members 
Mstep: Class 9 contains 113643 members 
Mstep: Class 10 contains 115769 members 
Mstep: Class 11 contains 50138 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113359 members 
Mstep: Class 15 contains 29240 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 118757 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 112986 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9613 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15792 members 
Mstep: Class 28 contains 18600 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131037 members 
Mstep: Class 31 contains 3891 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53626 members 
Mstep: Class 37 contains 2422 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141718144.000000 Penalty: 88477.945312
Iteration 158Q: 40 clusters Score -1.417181e+08 nChanged 2427
Entering ConstructFrom: 
Score: -141718144.000000 Penalty: 88477.945312
Entering ConstructFrom: 
Trying to split cluster 1 (109353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Entering Unmasked Estep 
Score: -13751006.000000 Penalty: 1885.379761
	Iteration 0F: 2 clusters Score -1.375101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -13679484.000000 Penalty: 3770.759521
	Iteration 0F: 3 clusters Score -1.367948e+07 nChanged 52282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -13709551.000000 Penalty: 3770.759521
	Iteration 1F: 3 clusters Score -1.370955e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -13710606.000000 Penalty: 3770.759521
	Iteration 2Q: 3 clusters Score -1.371061e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -13711867.000000 Penalty: 3770.759521
	Iteration 3Q: 3 clusters Score -1.371187e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -13713740.000000 Penalty: 3770.759521
	Iteration 4Q: 3 clusters Score -1.371374e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -13716105.000000 Penalty: 3770.759521
	Iteration 5Q: 3 clusters Score -1.37161e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -13719583.000000 Penalty: 3770.759521
	Iteration 6F: 3 clusters Score -1.371958e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -13724071.000000 Penalty: 3770.759521
	Iteration 7F: 3 clusters Score -1.372407e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -13729401.000000 Penalty: 3770.759521
	Iteration 8F: 3 clusters Score -1.37294e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -13734681.000000 Penalty: 3770.759521
	Iteration 9F: 3 clusters Score -1.373468e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -13738108.000000 Penalty: 3770.759521
	Iteration 10F: 3 clusters Score -1.373811e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -13739508.000000 Penalty: 3770.759521
	Iteration 11Q: 3 clusters Score -1.373951e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -13740151.000000 Penalty: 3770.759521
	Iteration 12Q: 3 clusters Score -1.374015e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -13740605.000000 Penalty: 3770.759521
	Iteration 13Q: 3 clusters Score -1.37406e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -13740926.000000 Penalty: 3770.759521
	Iteration 14Q: 3 clusters Score -1.374093e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -13741215.000000 Penalty: 3770.759521
	Iteration 15Q: 3 clusters Score -1.374122e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -13741534.000000 Penalty: 3770.759521
	Iteration 16Q: 3 clusters Score -1.374153e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -13741814.000000 Penalty: 3770.759521
	Iteration 17Q: 3 clusters Score -1.374181e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -13742127.000000 Penalty: 3770.759521
	Iteration 18Q: 3 clusters Score -1.374213e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -13742415.000000 Penalty: 3770.759521
	Iteration 19Q: 3 clusters Score -1.374242e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -13742716.000000 Penalty: 3770.759521
	Iteration 20F: 3 clusters Score -1.374272e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86368 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -13743067.000000 Penalty: 3770.759521
	Iteration 21Q: 3 clusters Score -1.374307e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -13743537.000000 Penalty: 3770.759521
	Iteration 22Q: 3 clusters Score -1.374354e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -13744004.000000 Penalty: 3770.759521
	Iteration 23Q: 3 clusters Score -1.3744e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -13744553.000000 Penalty: 3770.759521
	Iteration 24Q: 3 clusters Score -1.374455e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -13745121.000000 Penalty: 3770.759521
	Iteration 25Q: 3 clusters Score -1.374512e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -13745675.000000 Penalty: 3770.759521
	Iteration 26Q: 3 clusters Score -1.374568e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -13746225.000000 Penalty: 3770.759521
	Iteration 27Q: 3 clusters Score -1.374622e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -13746738.000000 Penalty: 3770.759521
	Iteration 28Q: 3 clusters Score -1.374674e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -13747147.000000 Penalty: 3770.759521
	Iteration 29Q: 3 clusters Score -1.374715e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -13747512.000000 Penalty: 3770.759521
	Iteration 30Q: 3 clusters Score -1.374751e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -13747770.000000 Penalty: 3770.759521
	Iteration 31Q: 3 clusters Score -1.374777e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -13748066.000000 Penalty: 3770.759521
	Iteration 32Q: 3 clusters Score -1.374807e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -13748387.000000 Penalty: 3770.759521
	Iteration 33Q: 3 clusters Score -1.374839e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -13748619.000000 Penalty: 3770.759521
	Iteration 34Q: 3 clusters Score -1.374862e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -13748812.000000 Penalty: 3770.759521
	Iteration 35Q: 3 clusters Score -1.374881e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103471 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -13748930.000000 Penalty: 3770.759521
	Iteration 36Q: 3 clusters Score -1.374893e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -13749052.000000 Penalty: 3770.759521
	Iteration 37Q: 3 clusters Score -1.374905e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -13749153.000000 Penalty: 3770.759521
	Iteration 38Q: 3 clusters Score -1.374915e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -13749236.000000 Penalty: 3770.759521
	Iteration 39Q: 3 clusters Score -1.374924e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -13749334.000000 Penalty: 3770.759521
	Iteration 40F: 3 clusters Score -1.374933e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -13749460.000000 Penalty: 3770.759521
	Iteration 41Q: 3 clusters Score -1.374946e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -13749518.000000 Penalty: 3770.759521
	Iteration 42Q: 3 clusters Score -1.374952e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -13749561.000000 Penalty: 3770.759521
	Iteration 43Q: 3 clusters Score -1.374956e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13749587.000000 Penalty: 3770.759521
	Iteration 44Q: 3 clusters Score -1.374959e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -13749597.000000 Penalty: 3770.759521
	Iteration 45Q: 3 clusters Score -1.37496e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -13749636.000000 Penalty: 3770.759521
	Iteration 46Q: 3 clusters Score -1.374964e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13749649.000000 Penalty: 3770.759521
	Iteration 47Q: 3 clusters Score -1.374965e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13749640.000000 Penalty: 3770.759521
	Iteration 48Q: 3 clusters Score -1.374964e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -13749644.000000 Penalty: 3770.759521
	Iteration 49Q: 3 clusters Score -1.374964e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -13749635.000000 Penalty: 3770.759521
	Iteration 50Q: 3 clusters Score -1.374964e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -13749687.000000 Penalty: 3770.759521
	Iteration 51Q: 3 clusters Score -1.374969e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13749694.000000 Penalty: 3770.759521
	Iteration 52Q: 3 clusters Score -1.374969e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13749696.000000 Penalty: 3770.759521
	Iteration 53Q: 3 clusters Score -1.37497e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -13749697.000000 Penalty: 3770.759521
	Iteration 54Q: 3 clusters Score -1.37497e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -13749710.000000 Penalty: 3770.759521
	Iteration 55Q: 3 clusters Score -1.374971e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107330 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13749711.000000 Penalty: 3770.759521
	Iteration 56Q: 3 clusters Score -1.374971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -13749701.000000 Penalty: 3770.759521
	Iteration 57Q: 3 clusters Score -1.37497e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13749695.000000 Penalty: 3770.759521
	Iteration 58Q: 3 clusters Score -1.37497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13749720.000000 Penalty: 3770.759521
	Iteration 59Q: 3 clusters Score -1.374972e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -13749738.000000 Penalty: 3770.759521
	Iteration 60F: 3 clusters Score -1.374974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -13749758.000000 Penalty: 3770.759521
	Iteration 61Q: 3 clusters Score -1.374976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13749759.000000 Penalty: 3770.759521
	Iteration 62Q: 3 clusters Score -1.374976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -13749753.000000 Penalty: 3770.759521
	Iteration 63Q: 3 clusters Score -1.374975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -13749753.000000 Penalty: 3770.759521
	Iteration 64Q: 3 clusters Score -1.374975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -13749748.000000 Penalty: 3770.759521
	Iteration 65Q: 3 clusters Score -1.374975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13749748.000000 Penalty: 3770.759521
	Iteration 66Q: 3 clusters Score -1.374975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13749730.000000 Penalty: 3770.759521
	Iteration 67Q: 3 clusters Score -1.374973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107632 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -13749739.000000 Penalty: 3770.759521
	Iteration 68Q: 3 clusters Score -1.374974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13749764.000000 Penalty: 3770.759521
	Iteration 69Q: 3 clusters Score -1.374976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13749751.000000 Penalty: 3770.759521
	Iteration 70Q: 3 clusters Score -1.374975e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13749763.000000 Penalty: 3770.759521
	Iteration 71Q: 3 clusters Score -1.374976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13749767.000000 Penalty: 3770.759521
	Iteration 72Q: 3 clusters Score -1.374977e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13749774.000000 Penalty: 3770.759521
	Iteration 73Q: 3 clusters Score -1.374977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13749790.000000 Penalty: 3770.759521
	Iteration 74Q: 3 clusters Score -1.374979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13749794.000000 Penalty: 3770.759521
	Iteration 75Q: 3 clusters Score -1.374979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107785 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13749788.000000 Penalty: 3770.759521
	Iteration 76Q: 3 clusters Score -1.374979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13749789.000000 Penalty: 3770.759521
	Iteration 77Q: 3 clusters Score -1.374979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -13749770.000000 Penalty: 3770.759521
	Iteration 78Q: 3 clusters Score -1.374977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13749776.000000 Penalty: 3770.759521
	Iteration 79Q: 3 clusters Score -1.374978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13749773.000000 Penalty: 3770.759521
	Iteration 80F: 3 clusters Score -1.374977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13749785.000000 Penalty: 3770.759521
	Iteration 81Q: 3 clusters Score -1.374978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -13749782.000000 Penalty: 3770.759521
	Iteration 82Q: 3 clusters Score -1.374978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13749774.000000 Penalty: 3770.759521
	Iteration 83Q: 3 clusters Score -1.374977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13749775.000000 Penalty: 3770.759521
	Iteration 84Q: 3 clusters Score -1.374978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13749782.000000 Penalty: 3770.759521
	Iteration 85Q: 3 clusters Score -1.374978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -13749765.000000 Penalty: 3770.759521
	Iteration 86Q: 3 clusters Score -1.374976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13749774.000000 Penalty: 3770.759521
	Iteration 87Q: 3 clusters Score -1.374977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13749788.000000 Penalty: 3770.759521
	Iteration 88Q: 3 clusters Score -1.374979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13749790.000000 Penalty: 3770.759521
	Iteration 89Q: 3 clusters Score -1.374979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13749784.000000 Penalty: 3770.759521
	Iteration 90Q: 3 clusters Score -1.374978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13749798.000000 Penalty: 3770.759521
	Iteration 91Q: 3 clusters Score -1.37498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -13749795.000000 Penalty: 3770.759521
	Iteration 92Q: 3 clusters Score -1.37498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13749794.000000 Penalty: 3770.759521
	Iteration 93Q: 3 clusters Score -1.374979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13749801.000000 Penalty: 3770.759521
	Iteration 94Q: 3 clusters Score -1.37498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13749805.000000 Penalty: 3770.759521
	Iteration 95Q: 3 clusters Score -1.37498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13749807.000000 Penalty: 3770.759521
	Iteration 96Q: 3 clusters Score -1.374981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13749819.000000 Penalty: 3770.759521
	Iteration 97Q: 3 clusters Score -1.374982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13749819.000000 Penalty: 3770.759521
	Iteration 98Q: 3 clusters Score -1.374982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13749828.000000 Penalty: 3770.759521
	Iteration 99Q: 3 clusters Score -1.374983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13749827.000000 Penalty: 3770.759521
	Iteration 100F: 3 clusters Score -1.374983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13749820.000000 Penalty: 3770.759521
	Iteration 101Q: 3 clusters Score -1.374982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13749817.000000 Penalty: 3770.759521
	Iteration 102Q: 3 clusters Score -1.374982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13749817.000000 Penalty: 3770.759521
	Iteration 103Q: 3 clusters Score -1.374982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13749823.000000 Penalty: 3770.759521
	Iteration 104Q: 3 clusters Score -1.374982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13749823.000000 Penalty: 3770.759521
	Iteration 105F: 3 clusters Score -1.374982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Entering Unmasked Estep 
Score: -1196512.625000 Penalty: 1503.069336
	Iteration 0F: 2 clusters Score -1196513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1189092.000000 Penalty: 3006.138672
	Iteration 0F: 3 clusters Score -1189092 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1191693.375000 Penalty: 3006.138672
	Iteration 1F: 3 clusters Score -1191693 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1192233.625000 Penalty: 3006.138672
	Iteration 2F: 3 clusters Score -1192234 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1192775.250000 Penalty: 3006.138672
	Iteration 3F: 3 clusters Score -1192775 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1193311.875000 Penalty: 3006.138672
	Iteration 4F: 3 clusters Score -1193312 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1193819.375000 Penalty: 3006.138672
	Iteration 5F: 3 clusters Score -1193819 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1194226.250000 Penalty: 3006.138672
	Iteration 6F: 3 clusters Score -1194226 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1194527.125000 Penalty: 3006.138672
	Iteration 7Q: 3 clusters Score -1194527 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1194758.000000 Penalty: 3006.138672
	Iteration 8Q: 3 clusters Score -1194758 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1194965.625000 Penalty: 3006.138672
	Iteration 9Q: 3 clusters Score -1194966 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1195116.375000 Penalty: 3006.138672
	Iteration 10Q: 3 clusters Score -1195116 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1195214.375000 Penalty: 3006.138672
	Iteration 11Q: 3 clusters Score -1195214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1195266.750000 Penalty: 3006.138672
	Iteration 12Q: 3 clusters Score -1195267 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1195317.750000 Penalty: 3006.138672
	Iteration 13Q: 3 clusters Score -1195318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1195366.250000 Penalty: 3006.138672
	Iteration 14Q: 3 clusters Score -1195366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1195410.500000 Penalty: 3006.138672
	Iteration 15Q: 3 clusters Score -1195410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1195448.250000 Penalty: 3006.138672
	Iteration 16Q: 3 clusters Score -1195448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1195474.750000 Penalty: 3006.138672
	Iteration 17Q: 3 clusters Score -1195475 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1195502.375000 Penalty: 3006.138672
	Iteration 18Q: 3 clusters Score -1195502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1195522.250000 Penalty: 3006.138672
	Iteration 19Q: 3 clusters Score -1195522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1195538.125000 Penalty: 3006.138672
	Iteration 20F: 3 clusters Score -1195538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1195559.875000 Penalty: 3006.138672
	Iteration 21Q: 3 clusters Score -1195560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1195574.625000 Penalty: 3006.138672
	Iteration 22Q: 3 clusters Score -1195575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1195600.500000 Penalty: 3006.138672
	Iteration 23Q: 3 clusters Score -1195600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1195616.250000 Penalty: 3006.138672
	Iteration 24Q: 3 clusters Score -1195616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1195631.250000 Penalty: 3006.138672
	Iteration 25Q: 3 clusters Score -1195631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1195635.375000 Penalty: 3006.138672
	Iteration 26Q: 3 clusters Score -1195635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1195642.500000 Penalty: 3006.138672
	Iteration 27Q: 3 clusters Score -1195642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1195649.125000 Penalty: 3006.138672
	Iteration 28Q: 3 clusters Score -1195649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1195654.125000 Penalty: 3006.138672
	Iteration 29Q: 3 clusters Score -1195654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1195658.125000 Penalty: 3006.138672
	Iteration 30Q: 3 clusters Score -1195658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1195662.625000 Penalty: 3006.138672
	Iteration 31Q: 3 clusters Score -1195663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1195666.625000 Penalty: 3006.138672
	Iteration 32Q: 3 clusters Score -1195667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1195667.500000 Penalty: 3006.138672
	Iteration 33Q: 3 clusters Score -1195668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1195672.125000 Penalty: 3006.138672
	Iteration 34Q: 3 clusters Score -1195672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1195673.625000 Penalty: 3006.138672
	Iteration 35Q: 3 clusters Score -1195674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1195675.625000 Penalty: 3006.138672
	Iteration 36Q: 3 clusters Score -1195676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1195677.875000 Penalty: 3006.138672
	Iteration 37Q: 3 clusters Score -1195678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1195678.875000 Penalty: 3006.138672
	Iteration 38Q: 3 clusters Score -1195679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1195678.500000 Penalty: 3006.138672
	Iteration 39Q: 3 clusters Score -1195678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1195678.625000 Penalty: 3006.138672
	Iteration 40F: 3 clusters Score -1195679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1195677.625000 Penalty: 3006.138672
	Iteration 41Q: 3 clusters Score -1195678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1195678.750000 Penalty: 3006.138672
	Iteration 42Q: 3 clusters Score -1195679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1195679.125000 Penalty: 3006.138672
	Iteration 43Q: 3 clusters Score -1195679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1195683.375000 Penalty: 3006.138672
	Iteration 44Q: 3 clusters Score -1195683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1195681.750000 Penalty: 3006.138672
	Iteration 45Q: 3 clusters Score -1195682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1195681.750000 Penalty: 3006.138672
	Iteration 46F: 3 clusters Score -1195682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Entering Unmasked Estep 
Score: -12964624.000000 Penalty: 1878.778809
	Iteration 0F: 2 clusters Score -1.296462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -12896320.000000 Penalty: 3757.557617
	Iteration 0F: 3 clusters Score -1.289632e+07 nChanged 50339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -12926112.000000 Penalty: 3757.557617
	Iteration 1F: 3 clusters Score -1.292611e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -12927915.000000 Penalty: 3757.557617
	Iteration 2Q: 3 clusters Score -1.292792e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -12930764.000000 Penalty: 3757.557617
	Iteration 3F: 3 clusters Score -1.293076e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -12935460.000000 Penalty: 3757.557617
	Iteration 4F: 3 clusters Score -1.293546e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -12941962.000000 Penalty: 3757.557617
	Iteration 5F: 3 clusters Score -1.294196e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -12948857.000000 Penalty: 3757.557617
	Iteration 6F: 3 clusters Score -1.294886e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -12954638.000000 Penalty: 3757.557617
	Iteration 7F: 3 clusters Score -1.295464e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -12958431.000000 Penalty: 3757.557617
	Iteration 8Q: 3 clusters Score -1.295843e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -12960776.000000 Penalty: 3757.557617
	Iteration 9Q: 3 clusters Score -1.296078e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -12961889.000000 Penalty: 3757.557617
	Iteration 10Q: 3 clusters Score -1.296189e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -12962508.000000 Penalty: 3757.557617
	Iteration 11Q: 3 clusters Score -1.296251e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12962919.000000 Penalty: 3757.557617
	Iteration 12Q: 3 clusters Score -1.296292e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12963155.000000 Penalty: 3757.557617
	Iteration 13Q: 3 clusters Score -1.296316e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12963323.000000 Penalty: 3757.557617
	Iteration 14Q: 3 clusters Score -1.296332e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -12963428.000000 Penalty: 3757.557617
	Iteration 15Q: 3 clusters Score -1.296343e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12963444.000000 Penalty: 3757.557617
	Iteration 16Q: 3 clusters Score -1.296344e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12963490.000000 Penalty: 3757.557617
	Iteration 17Q: 3 clusters Score -1.296349e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12963539.000000 Penalty: 3757.557617
	Iteration 18Q: 3 clusters Score -1.296354e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12963558.000000 Penalty: 3757.557617
	Iteration 19Q: 3 clusters Score -1.296356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12963587.000000 Penalty: 3757.557617
	Iteration 20F: 3 clusters Score -1.296359e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -12963615.000000 Penalty: 3757.557617
	Iteration 21Q: 3 clusters Score -1.296362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12963613.000000 Penalty: 3757.557617
	Iteration 22Q: 3 clusters Score -1.296361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -12963618.000000 Penalty: 3757.557617
	Iteration 23Q: 3 clusters Score -1.296362e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12963655.000000 Penalty: 3757.557617
	Iteration 24Q: 3 clusters Score -1.296366e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103846 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12963674.000000 Penalty: 3757.557617
	Iteration 25Q: 3 clusters Score -1.296367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12963684.000000 Penalty: 3757.557617
	Iteration 26Q: 3 clusters Score -1.296368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12963700.000000 Penalty: 3757.557617
	Iteration 27Q: 3 clusters Score -1.29637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12963735.000000 Penalty: 3757.557617
	Iteration 28Q: 3 clusters Score -1.296374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12963759.000000 Penalty: 3757.557617
	Iteration 29Q: 3 clusters Score -1.296376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12963775.000000 Penalty: 3757.557617
	Iteration 30Q: 3 clusters Score -1.296378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12963778.000000 Penalty: 3757.557617
	Iteration 31Q: 3 clusters Score -1.296378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12963779.000000 Penalty: 3757.557617
	Iteration 32Q: 3 clusters Score -1.296378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12963775.000000 Penalty: 3757.557617
	Iteration 33Q: 3 clusters Score -1.296378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12963787.000000 Penalty: 3757.557617
	Iteration 34Q: 3 clusters Score -1.296379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12963794.000000 Penalty: 3757.557617
	Iteration 35Q: 3 clusters Score -1.296379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12963796.000000 Penalty: 3757.557617
	Iteration 36Q: 3 clusters Score -1.29638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12963796.000000 Penalty: 3757.557617
	Iteration 37Q: 3 clusters Score -1.29638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12963792.000000 Penalty: 3757.557617
	Iteration 38Q: 3 clusters Score -1.296379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12963789.000000 Penalty: 3757.557617
	Iteration 39Q: 3 clusters Score -1.296379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12963795.000000 Penalty: 3757.557617
	Iteration 40F: 3 clusters Score -1.29638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12963798.000000 Penalty: 3757.557617
	Iteration 41Q: 3 clusters Score -1.29638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12963802.000000 Penalty: 3757.557617
	Iteration 42Q: 3 clusters Score -1.29638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12963800.000000 Penalty: 3757.557617
	Iteration 43Q: 3 clusters Score -1.29638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12963795.000000 Penalty: 3757.557617
	Iteration 44Q: 3 clusters Score -1.29638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12963794.000000 Penalty: 3757.557617
	Iteration 45Q: 3 clusters Score -1.296379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12963791.000000 Penalty: 3757.557617
	Iteration 46Q: 3 clusters Score -1.296379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12963791.000000 Penalty: 3757.557617
	Iteration 47F: 3 clusters Score -1.296379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Entering Unmasked Estep 
Score: -1023103.937500 Penalty: 1464.985962
	Iteration 0F: 2 clusters Score -1023104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1017065.812500 Penalty: 2929.971924
	Iteration 0F: 3 clusters Score -1017066 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1018887.562500 Penalty: 2929.971924
	Iteration 1F: 3 clusters Score -1018888 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1019084.437500 Penalty: 2929.971924
	Iteration 2F: 3 clusters Score -1019084 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1019242.062500 Penalty: 2929.971924
	Iteration 3Q: 3 clusters Score -1019242 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1019364.437500 Penalty: 2929.971924
	Iteration 4Q: 3 clusters Score -1019364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1019457.312500 Penalty: 2929.971924
	Iteration 5Q: 3 clusters Score -1019457 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1019545.187500 Penalty: 2929.971924
	Iteration 6Q: 3 clusters Score -1019545 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1019630.875000 Penalty: 2929.971924
	Iteration 7Q: 3 clusters Score -1019631 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1019730.750000 Penalty: 2929.971924
	Iteration 8Q: 3 clusters Score -1019731 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1019851.312500 Penalty: 2929.971924
	Iteration 9Q: 3 clusters Score -1019851 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1019999.062500 Penalty: 2929.971924
	Iteration 10Q: 3 clusters Score -1019999 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1020186.750000 Penalty: 2929.971924
	Iteration 11Q: 3 clusters Score -1020187 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1020433.750000 Penalty: 2929.971924
	Iteration 12Q: 3 clusters Score -1020434 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1020683.125000 Penalty: 2929.971924
	Iteration 13Q: 3 clusters Score -1020683 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1020904.625000 Penalty: 2929.971924
	Iteration 14Q: 3 clusters Score -1020905 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1021098.312500 Penalty: 2929.971924
	Iteration 15Q: 3 clusters Score -1021098 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1021243.250000 Penalty: 2929.971924
	Iteration 16Q: 3 clusters Score -1021243 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1021335.687500 Penalty: 2929.971924
	Iteration 17Q: 3 clusters Score -1021336 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1021422.875000 Penalty: 2929.971924
	Iteration 18Q: 3 clusters Score -1021423 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1021489.625000 Penalty: 2929.971924
	Iteration 19Q: 3 clusters Score -1021490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1021538.437500 Penalty: 2929.971924
	Iteration 20F: 3 clusters Score -1021538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1021578.250000 Penalty: 2929.971924
	Iteration 21Q: 3 clusters Score -1021578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1021613.062500 Penalty: 2929.971924
	Iteration 22Q: 3 clusters Score -1021613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1021644.875000 Penalty: 2929.971924
	Iteration 23Q: 3 clusters Score -1021645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1021680.187500 Penalty: 2929.971924
	Iteration 24Q: 3 clusters Score -1021680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1021720.437500 Penalty: 2929.971924
	Iteration 25Q: 3 clusters Score -1021720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1021753.875000 Penalty: 2929.971924
	Iteration 26Q: 3 clusters Score -1021754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1021778.750000 Penalty: 2929.971924
	Iteration 27Q: 3 clusters Score -1021779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1021799.875000 Penalty: 2929.971924
	Iteration 28Q: 3 clusters Score -1021800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1021808.125000 Penalty: 2929.971924
	Iteration 29Q: 3 clusters Score -1021808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1021816.125000 Penalty: 2929.971924
	Iteration 30Q: 3 clusters Score -1021816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1021828.937500 Penalty: 2929.971924
	Iteration 31Q: 3 clusters Score -1021829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1021833.125000 Penalty: 2929.971924
	Iteration 32Q: 3 clusters Score -1021833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1021835.000000 Penalty: 2929.971924
	Iteration 33Q: 3 clusters Score -1021835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1021839.625000 Penalty: 2929.971924
	Iteration 34Q: 3 clusters Score -1021840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1021843.375000 Penalty: 2929.971924
	Iteration 35Q: 3 clusters Score -1021843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1021846.000000 Penalty: 2929.971924
	Iteration 36Q: 3 clusters Score -1021846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1021849.875000 Penalty: 2929.971924
	Iteration 37Q: 3 clusters Score -1021850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1021852.625000 Penalty: 2929.971924
	Iteration 38Q: 3 clusters Score -1021853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1021857.000000 Penalty: 2929.971924
	Iteration 39Q: 3 clusters Score -1021857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1021860.125000 Penalty: 2929.971924
	Iteration 40F: 3 clusters Score -1021860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1021863.562500 Penalty: 2929.971924
	Iteration 41Q: 3 clusters Score -1021864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1021866.375000 Penalty: 2929.971924
	Iteration 42Q: 3 clusters Score -1021866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1021869.562500 Penalty: 2929.971924
	Iteration 43Q: 3 clusters Score -1021870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1021878.062500 Penalty: 2929.971924
	Iteration 44Q: 3 clusters Score -1021878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1021881.687500 Penalty: 2929.971924
	Iteration 45Q: 3 clusters Score -1021882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1021883.562500 Penalty: 2929.971924
	Iteration 46Q: 3 clusters Score -1021884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1021883.437500 Penalty: 2929.971924
	Iteration 47Q: 3 clusters Score -1021883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1021886.687500 Penalty: 2929.971924
	Iteration 48Q: 3 clusters Score -1021887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1021887.625000 Penalty: 2929.971924
	Iteration 49Q: 3 clusters Score -1021888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1021888.125000 Penalty: 2929.971924
	Iteration 50Q: 3 clusters Score -1021888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1021888.125000 Penalty: 2929.971924
	Iteration 51F: 3 clusters Score -1021888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -700974.812500 Penalty: 1410.498657
	Iteration 0F: 2 clusters Score -700974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -696456.875000 Penalty: 2820.997314
	Iteration 0F: 3 clusters Score -696456.9 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -697803.312500 Penalty: 2820.997314
	Iteration 1F: 3 clusters Score -697803.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -698043.875000 Penalty: 2820.997314
	Iteration 2F: 3 clusters Score -698043.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -698202.812500 Penalty: 2820.997314
	Iteration 3F: 3 clusters Score -698202.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -698357.000000 Penalty: 2820.997314
	Iteration 4Q: 3 clusters Score -698357 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -698479.875000 Penalty: 2820.997314
	Iteration 5Q: 3 clusters Score -698479.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -698585.375000 Penalty: 2820.997314
	Iteration 6Q: 3 clusters Score -698585.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -698689.875000 Penalty: 2820.997314
	Iteration 7Q: 3 clusters Score -698689.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -698792.125000 Penalty: 2820.997314
	Iteration 8Q: 3 clusters Score -698792.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -698906.875000 Penalty: 2820.997314
	Iteration 9Q: 3 clusters Score -698906.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -699011.375000 Penalty: 2820.997314
	Iteration 10Q: 3 clusters Score -699011.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -699088.250000 Penalty: 2820.997314
	Iteration 11Q: 3 clusters Score -699088.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -699153.937500 Penalty: 2820.997314
	Iteration 12Q: 3 clusters Score -699153.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -699216.062500 Penalty: 2820.997314
	Iteration 13Q: 3 clusters Score -699216.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -699269.437500 Penalty: 2820.997314
	Iteration 14Q: 3 clusters Score -699269.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -699319.875000 Penalty: 2820.997314
	Iteration 15Q: 3 clusters Score -699319.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -699373.437500 Penalty: 2820.997314
	Iteration 16Q: 3 clusters Score -699373.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -699433.625000 Penalty: 2820.997314
	Iteration 17Q: 3 clusters Score -699433.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -699466.062500 Penalty: 2820.997314
	Iteration 18Q: 3 clusters Score -699466.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -699495.875000 Penalty: 2820.997314
	Iteration 19Q: 3 clusters Score -699495.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -699519.125000 Penalty: 2820.997314
	Iteration 20F: 3 clusters Score -699519.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -699544.687500 Penalty: 2820.997314
	Iteration 21Q: 3 clusters Score -699544.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -699573.562500 Penalty: 2820.997314
	Iteration 22Q: 3 clusters Score -699573.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -699596.437500 Penalty: 2820.997314
	Iteration 23Q: 3 clusters Score -699596.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -699629.750000 Penalty: 2820.997314
	Iteration 24Q: 3 clusters Score -699629.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -699661.687500 Penalty: 2820.997314
	Iteration 25Q: 3 clusters Score -699661.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -699700.187500 Penalty: 2820.997314
	Iteration 26Q: 3 clusters Score -699700.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -699741.500000 Penalty: 2820.997314
	Iteration 27Q: 3 clusters Score -699741.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -699781.375000 Penalty: 2820.997314
	Iteration 28Q: 3 clusters Score -699781.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -699819.437500 Penalty: 2820.997314
	Iteration 29Q: 3 clusters Score -699819.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -699853.000000 Penalty: 2820.997314
	Iteration 30Q: 3 clusters Score -699853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -699879.250000 Penalty: 2820.997314
	Iteration 31Q: 3 clusters Score -699879.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -699898.812500 Penalty: 2820.997314
	Iteration 32Q: 3 clusters Score -699898.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -699908.687500 Penalty: 2820.997314
	Iteration 33Q: 3 clusters Score -699908.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -699919.062500 Penalty: 2820.997314
	Iteration 34Q: 3 clusters Score -699919.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -699927.125000 Penalty: 2820.997314
	Iteration 35Q: 3 clusters Score -699927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -699932.437500 Penalty: 2820.997314
	Iteration 36Q: 3 clusters Score -699932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -699937.375000 Penalty: 2820.997314
	Iteration 37Q: 3 clusters Score -699937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -699939.750000 Penalty: 2820.997314
	Iteration 38Q: 3 clusters Score -699939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -699943.687500 Penalty: 2820.997314
	Iteration 39Q: 3 clusters Score -699943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -699947.125000 Penalty: 2820.997314
	Iteration 40F: 3 clusters Score -699947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -699950.687500 Penalty: 2820.997314
	Iteration 41Q: 3 clusters Score -699950.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -699954.562500 Penalty: 2820.997314
	Iteration 42Q: 3 clusters Score -699954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -699960.625000 Penalty: 2820.997314
	Iteration 43Q: 3 clusters Score -699960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -699963.562500 Penalty: 2820.997314
	Iteration 44Q: 3 clusters Score -699963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -699968.375000 Penalty: 2820.997314
	Iteration 45Q: 3 clusters Score -699968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -699972.125000 Penalty: 2820.997314
	Iteration 46Q: 3 clusters Score -699972.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -699975.250000 Penalty: 2820.997314
	Iteration 47Q: 3 clusters Score -699975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -699975.187500 Penalty: 2820.997314
	Iteration 48Q: 3 clusters Score -699975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -699976.937500 Penalty: 2820.997314
	Iteration 49Q: 3 clusters Score -699976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -699979.437500 Penalty: 2820.997314
	Iteration 50Q: 3 clusters Score -699979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -699981.500000 Penalty: 2820.997314
	Iteration 51Q: 3 clusters Score -699981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -699981.437500 Penalty: 2820.997314
	Iteration 52Q: 3 clusters Score -699981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -699982.562500 Penalty: 2820.997314
	Iteration 53Q: 3 clusters Score -699982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -699982.750000 Penalty: 2820.997314
	Iteration 54Q: 3 clusters Score -699982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -699982.750000 Penalty: 2820.997314
	Iteration 55F: 3 clusters Score -699982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -399820.937500 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -399820.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -396921.281250 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -396921.3 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -397565.000000 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -397565 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -397696.531250 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -397696.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -397763.406250 Penalty: 2622.230957
	Iteration 3Q: 3 clusters Score -397763.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -397801.468750 Penalty: 2622.230957
	Iteration 4Q: 3 clusters Score -397801.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -397825.031250 Penalty: 2622.230957
	Iteration 5Q: 3 clusters Score -397825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -397839.250000 Penalty: 2622.230957
	Iteration 6Q: 3 clusters Score -397839.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -397854.968750 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -397855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -397869.375000 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -397869.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -397879.812500 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -397879.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -397889.875000 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -397889.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -397895.500000 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -397895.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397897.781250 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -397897.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397902.875000 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -397902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397908.875000 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -397908.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -397913.312500 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -397913.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -397917.500000 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -397917.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -397923.625000 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -397923.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -397928.500000 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -397928.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -397935.937500 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -397935.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -397942.187500 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -397942.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -397947.718750 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -397947.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -397954.125000 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -397954.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397957.406250 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -397957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397960.125000 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -397960.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -397964.156250 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -397964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397966.687500 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -397966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -397969.437500 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -397969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -397970.968750 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -397971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -397973.218750 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -397973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -397975.843750 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -397975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -397978.187500 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -397978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -397980.593750 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -397980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -397983.468750 Penalty: 2622.230957
	Iteration 33Q: 3 clusters Score -397983.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -397987.156250 Penalty: 2622.230957
	Iteration 34Q: 3 clusters Score -397987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -397992.968750 Penalty: 2622.230957
	Iteration 35Q: 3 clusters Score -397993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -397997.437500 Penalty: 2622.230957
	Iteration 36Q: 3 clusters Score -397997.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -398001.687500 Penalty: 2622.230957
	Iteration 37Q: 3 clusters Score -398001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -398002.750000 Penalty: 2622.230957
	Iteration 38Q: 3 clusters Score -398002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -398003.468750 Penalty: 2622.230957
	Iteration 39Q: 3 clusters Score -398003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -398005.875000 Penalty: 2622.230957
	Iteration 40F: 3 clusters Score -398005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -398007.531250 Penalty: 2622.230957
	Iteration 41Q: 3 clusters Score -398007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -398011.312500 Penalty: 2622.230957
	Iteration 42Q: 3 clusters Score -398011.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -398014.593750 Penalty: 2622.230957
	Iteration 43Q: 3 clusters Score -398014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398017.593750 Penalty: 2622.230957
	Iteration 44Q: 3 clusters Score -398017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -398021.312500 Penalty: 2622.230957
	Iteration 45Q: 3 clusters Score -398021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -398024.218750 Penalty: 2622.230957
	Iteration 46Q: 3 clusters Score -398024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -398026.593750 Penalty: 2622.230957
	Iteration 47Q: 3 clusters Score -398026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -398028.125000 Penalty: 2622.230957
	Iteration 48Q: 3 clusters Score -398028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398029.593750 Penalty: 2622.230957
	Iteration 49Q: 3 clusters Score -398029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398031.187500 Penalty: 2622.230957
	Iteration 50Q: 3 clusters Score -398031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -398033.187500 Penalty: 2622.230957
	Iteration 51Q: 3 clusters Score -398033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398035.250000 Penalty: 2622.230957
	Iteration 52Q: 3 clusters Score -398035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398035.468750 Penalty: 2622.230957
	Iteration 53Q: 3 clusters Score -398035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -398037.000000 Penalty: 2622.230957
	Iteration 54Q: 3 clusters Score -398037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -398037.718750 Penalty: 2622.230957
	Iteration 55Q: 3 clusters Score -398037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -398040.218750 Penalty: 2622.230957
	Iteration 56Q: 3 clusters Score -398040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -398042.593750 Penalty: 2622.230957
	Iteration 57Q: 3 clusters Score -398042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -398044.906250 Penalty: 2622.230957
	Iteration 58Q: 3 clusters Score -398044.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -398046.281250 Penalty: 2622.230957
	Iteration 59Q: 3 clusters Score -398046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -398048.218750 Penalty: 2622.230957
	Iteration 60F: 3 clusters Score -398048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -398048.437500 Penalty: 2622.230957
	Iteration 61Q: 3 clusters Score -398048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -398050.531250 Penalty: 2622.230957
	Iteration 62Q: 3 clusters Score -398050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -398051.781250 Penalty: 2622.230957
	Iteration 63Q: 3 clusters Score -398051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -398052.156250 Penalty: 2622.230957
	Iteration 64Q: 3 clusters Score -398052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -398052.937500 Penalty: 2622.230957
	Iteration 65Q: 3 clusters Score -398052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -398052.968750 Penalty: 2622.230957
	Iteration 66Q: 3 clusters Score -398053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -398053.468750 Penalty: 2622.230957
	Iteration 67Q: 3 clusters Score -398053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -398056.937500 Penalty: 2622.230957
	Iteration 68Q: 3 clusters Score -398056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -398058.718750 Penalty: 2622.230957
	Iteration 69Q: 3 clusters Score -398058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -398061.000000 Penalty: 2622.230957
	Iteration 70Q: 3 clusters Score -398061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -398062.187500 Penalty: 2622.230957
	Iteration 71Q: 3 clusters Score -398062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -398064.031250 Penalty: 2622.230957
	Iteration 72Q: 3 clusters Score -398064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -398064.500000 Penalty: 2622.230957
	Iteration 73Q: 3 clusters Score -398064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -398064.531250 Penalty: 2622.230957
	Iteration 74Q: 3 clusters Score -398064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -398065.250000 Penalty: 2622.230957
	Iteration 75Q: 3 clusters Score -398065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -398065.250000 Penalty: 2622.230957
	Iteration 76F: 3 clusters Score -398065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -63160.308594 Penalty: 1053.505005
	Iteration 0F: 2 clusters Score -63160.31 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 323 members 
Entering Unmasked Estep 
Score: -62041.152344 Penalty: 2107.010010
	Iteration 0F: 3 clusters Score -62041.15 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62491.804688 Penalty: 2107.010010
	Iteration 1F: 3 clusters Score -62491.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62756.933594 Penalty: 2107.010010
	Iteration 2F: 3 clusters Score -62756.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -62878.191406 Penalty: 2107.010010
	Iteration 3F: 3 clusters Score -62878.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -62952.089844 Penalty: 2107.010010
	Iteration 4Q: 3 clusters Score -62952.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -63042.261719 Penalty: 2107.010010
	Iteration 5Q: 3 clusters Score -63042.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63098.398438 Penalty: 2107.010010
	Iteration 6Q: 3 clusters Score -63098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63131.910156 Penalty: 2107.010010
	Iteration 7Q: 3 clusters Score -63131.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63144.406250 Penalty: 2107.010010
	Iteration 8Q: 3 clusters Score -63144.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63160.207031 Penalty: 2107.010010
	Iteration 9Q: 3 clusters Score -63160.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -63172.890625 Penalty: 2107.010010
	Iteration 10Q: 3 clusters Score -63172.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -63182.027344 Penalty: 2107.010010
	Iteration 11Q: 3 clusters Score -63182.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -63182.027344 Penalty: 2107.010010
	Iteration 12F: 3 clusters Score -63182.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 204 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 29239 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 450 members 
Entering Unmasked Estep 
Score: -141716992.000000 Penalty: 90746.617188
Splitting cluster 7 changes total score from -141718144.000000 to -141716992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -776835.312500 Penalty: 1422.448608
	Iteration 0F: 2 clusters Score -776835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -772001.250000 Penalty: 2844.897217
	Iteration 0F: 3 clusters Score -772001.2 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -773462.312500 Penalty: 2844.897217
	Iteration 1F: 3 clusters Score -773462.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -773713.375000 Penalty: 2844.897217
	Iteration 2F: 3 clusters Score -773713.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -773895.687500 Penalty: 2844.897217
	Iteration 3F: 3 clusters Score -773895.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -774033.312500 Penalty: 2844.897217
	Iteration 4Q: 3 clusters Score -774033.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -774125.500000 Penalty: 2844.897217
	Iteration 5Q: 3 clusters Score -774125.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -774188.437500 Penalty: 2844.897217
	Iteration 6Q: 3 clusters Score -774188.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -774249.750000 Penalty: 2844.897217
	Iteration 7Q: 3 clusters Score -774249.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -774307.437500 Penalty: 2844.897217
	Iteration 8Q: 3 clusters Score -774307.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -774365.875000 Penalty: 2844.897217
	Iteration 9Q: 3 clusters Score -774365.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -774427.500000 Penalty: 2844.897217
	Iteration 10Q: 3 clusters Score -774427.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -774476.375000 Penalty: 2844.897217
	Iteration 11Q: 3 clusters Score -774476.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -774516.625000 Penalty: 2844.897217
	Iteration 12Q: 3 clusters Score -774516.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -774562.687500 Penalty: 2844.897217
	Iteration 13Q: 3 clusters Score -774562.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -774610.000000 Penalty: 2844.897217
	Iteration 14Q: 3 clusters Score -774610 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -774662.187500 Penalty: 2844.897217
	Iteration 15Q: 3 clusters Score -774662.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -774723.437500 Penalty: 2844.897217
	Iteration 16Q: 3 clusters Score -774723.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -774792.187500 Penalty: 2844.897217
	Iteration 17Q: 3 clusters Score -774792.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -774871.062500 Penalty: 2844.897217
	Iteration 18Q: 3 clusters Score -774871.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -774947.312500 Penalty: 2844.897217
	Iteration 19Q: 3 clusters Score -774947.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -775035.500000 Penalty: 2844.897217
	Iteration 20F: 3 clusters Score -775035.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -775137.562500 Penalty: 2844.897217
	Iteration 21Q: 3 clusters Score -775137.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -775212.000000 Penalty: 2844.897217
	Iteration 22Q: 3 clusters Score -775212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -775261.187500 Penalty: 2844.897217
	Iteration 23Q: 3 clusters Score -775261.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -775306.500000 Penalty: 2844.897217
	Iteration 24Q: 3 clusters Score -775306.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -775351.812500 Penalty: 2844.897217
	Iteration 25Q: 3 clusters Score -775351.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -775392.812500 Penalty: 2844.897217
	Iteration 26Q: 3 clusters Score -775392.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -775429.062500 Penalty: 2844.897217
	Iteration 27Q: 3 clusters Score -775429.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -775466.625000 Penalty: 2844.897217
	Iteration 28Q: 3 clusters Score -775466.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -775504.500000 Penalty: 2844.897217
	Iteration 29Q: 3 clusters Score -775504.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -775541.375000 Penalty: 2844.897217
	Iteration 30Q: 3 clusters Score -775541.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -775578.562500 Penalty: 2844.897217
	Iteration 31Q: 3 clusters Score -775578.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -775612.000000 Penalty: 2844.897217
	Iteration 32Q: 3 clusters Score -775612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -775632.500000 Penalty: 2844.897217
	Iteration 33Q: 3 clusters Score -775632.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -775649.750000 Penalty: 2844.897217
	Iteration 34Q: 3 clusters Score -775649.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -775661.250000 Penalty: 2844.897217
	Iteration 35Q: 3 clusters Score -775661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -775667.625000 Penalty: 2844.897217
	Iteration 36Q: 3 clusters Score -775667.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -775673.000000 Penalty: 2844.897217
	Iteration 37Q: 3 clusters Score -775673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -775679.875000 Penalty: 2844.897217
	Iteration 38Q: 3 clusters Score -775679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -775686.250000 Penalty: 2844.897217
	Iteration 39Q: 3 clusters Score -775686.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -775693.187500 Penalty: 2844.897217
	Iteration 40F: 3 clusters Score -775693.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -775698.062500 Penalty: 2844.897217
	Iteration 41Q: 3 clusters Score -775698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -775702.312500 Penalty: 2844.897217
	Iteration 42Q: 3 clusters Score -775702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -775704.250000 Penalty: 2844.897217
	Iteration 43Q: 3 clusters Score -775704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -775705.937500 Penalty: 2844.897217
	Iteration 44Q: 3 clusters Score -775705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -775707.625000 Penalty: 2844.897217
	Iteration 45Q: 3 clusters Score -775707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -775707.062500 Penalty: 2844.897217
	Iteration 46Q: 3 clusters Score -775707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -775708.250000 Penalty: 2844.897217
	Iteration 47Q: 3 clusters Score -775708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -775709.375000 Penalty: 2844.897217
	Iteration 48Q: 3 clusters Score -775709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -775711.312500 Penalty: 2844.897217
	Iteration 49Q: 3 clusters Score -775711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -775710.937500 Penalty: 2844.897217
	Iteration 50Q: 3 clusters Score -775710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -775712.500000 Penalty: 2844.897217
	Iteration 51Q: 3 clusters Score -775712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -775712.062500 Penalty: 2844.897217
	Iteration 52Q: 3 clusters Score -775712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -775711.687500 Penalty: 2844.897217
	Iteration 53Q: 3 clusters Score -775711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -775712.000000 Penalty: 2844.897217
	Iteration 54Q: 3 clusters Score -775712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -775710.937500 Penalty: 2844.897217
	Iteration 55Q: 3 clusters Score -775710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -775710.937500 Penalty: 2844.897217
	Iteration 56F: 3 clusters Score -775710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (113578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Entering Unmasked Estep 
Score: -14355709.000000 Penalty: 1891.539917
	Iteration 0F: 2 clusters Score -1.435571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -14282440.000000 Penalty: 3783.079834
	Iteration 0F: 3 clusters Score -1.428244e+07 nChanged 54406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -14313650.000000 Penalty: 3783.079834
	Iteration 1F: 3 clusters Score -1.431365e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -14314295.000000 Penalty: 3783.079834
	Iteration 2Q: 3 clusters Score -1.43143e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -14314988.000000 Penalty: 3783.079834
	Iteration 3Q: 3 clusters Score -1.431499e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -14315919.000000 Penalty: 3783.079834
	Iteration 4Q: 3 clusters Score -1.431592e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -14317334.000000 Penalty: 3783.079834
	Iteration 5Q: 3 clusters Score -1.431733e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -14319545.000000 Penalty: 3783.079834
	Iteration 6Q: 3 clusters Score -1.431954e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -14323430.000000 Penalty: 3783.079834
	Iteration 7F: 3 clusters Score -1.432343e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -14329624.000000 Penalty: 3783.079834
	Iteration 8F: 3 clusters Score -1.432962e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -14336380.000000 Penalty: 3783.079834
	Iteration 9F: 3 clusters Score -1.433638e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -14342108.000000 Penalty: 3783.079834
	Iteration 10F: 3 clusters Score -1.434211e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -14345732.000000 Penalty: 3783.079834
	Iteration 11Q: 3 clusters Score -1.434573e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -14347888.000000 Penalty: 3783.079834
	Iteration 12Q: 3 clusters Score -1.434789e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -14349692.000000 Penalty: 3783.079834
	Iteration 13Q: 3 clusters Score -1.434969e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -14350936.000000 Penalty: 3783.079834
	Iteration 14Q: 3 clusters Score -1.435094e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -14351858.000000 Penalty: 3783.079834
	Iteration 15Q: 3 clusters Score -1.435186e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 105670 members 
Entering Unmasked Estep 
Score: -14352606.000000 Penalty: 3783.079834
	Iteration 16Q: 3 clusters Score -1.435261e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -14353256.000000 Penalty: 3783.079834
	Iteration 17Q: 3 clusters Score -1.435326e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -14353715.000000 Penalty: 3783.079834
	Iteration 18Q: 3 clusters Score -1.435372e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -14353963.000000 Penalty: 3783.079834
	Iteration 19Q: 3 clusters Score -1.435396e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 111071 members 
Entering Unmasked Estep 
Score: -14354215.000000 Penalty: 3783.079834
	Iteration 20F: 3 clusters Score -1.435422e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -14354238.000000 Penalty: 3783.079834
	Iteration 21Q: 3 clusters Score -1.435424e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -14354216.000000 Penalty: 3783.079834
	Iteration 22Q: 3 clusters Score -1.435422e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 112677 members 
Entering Unmasked Estep 
Score: -14354228.000000 Penalty: 3783.079834
	Iteration 23Q: 3 clusters Score -1.435423e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 112910 members 
Entering Unmasked Estep 
Score: -14354218.000000 Penalty: 3783.079834
	Iteration 24Q: 3 clusters Score -1.435422e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 113042 members 
Entering Unmasked Estep 
Score: -14354209.000000 Penalty: 3783.079834
	Iteration 25Q: 3 clusters Score -1.435421e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -14354190.000000 Penalty: 3783.079834
	Iteration 26Q: 3 clusters Score -1.435419e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -14354204.000000 Penalty: 3783.079834
	Iteration 27Q: 3 clusters Score -1.43542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -14354201.000000 Penalty: 3783.079834
	Iteration 28Q: 3 clusters Score -1.43542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -14354221.000000 Penalty: 3783.079834
	Iteration 29Q: 3 clusters Score -1.435422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -14354228.000000 Penalty: 3783.079834
	Iteration 30Q: 3 clusters Score -1.435423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -14354250.000000 Penalty: 3783.079834
	Iteration 31Q: 3 clusters Score -1.435425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -14354258.000000 Penalty: 3783.079834
	Iteration 32Q: 3 clusters Score -1.435426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -14354245.000000 Penalty: 3783.079834
	Iteration 33Q: 3 clusters Score -1.435424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113257 members 
Entering Unmasked Estep 
Score: -14354244.000000 Penalty: 3783.079834
	Iteration 34Q: 3 clusters Score -1.435424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 113263 members 
Entering Unmasked Estep 
Score: -14354249.000000 Penalty: 3783.079834
	Iteration 35Q: 3 clusters Score -1.435425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -14354249.000000 Penalty: 3783.079834
	Iteration 36Q: 3 clusters Score -1.435425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -14354254.000000 Penalty: 3783.079834
	Iteration 37Q: 3 clusters Score -1.435425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 113279 members 
Entering Unmasked Estep 
Score: -14354235.000000 Penalty: 3783.079834
	Iteration 38Q: 3 clusters Score -1.435424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 113284 members 
Entering Unmasked Estep 
Score: -14354235.000000 Penalty: 3783.079834
	Iteration 39Q: 3 clusters Score -1.435424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -14354242.000000 Penalty: 3783.079834
	Iteration 40F: 3 clusters Score -1.435424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -14354239.000000 Penalty: 3783.079834
	Iteration 41Q: 3 clusters Score -1.435424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -14354236.000000 Penalty: 3783.079834
	Iteration 42Q: 3 clusters Score -1.435424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -14354238.000000 Penalty: 3783.079834
	Iteration 43Q: 3 clusters Score -1.435424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -14354238.000000 Penalty: 3783.079834
	Iteration 44F: 3 clusters Score -1.435424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (115809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115809 members 
Entering Unmasked Estep 
Score: -14592739.000000 Penalty: 1894.700806
	Iteration 0F: 2 clusters Score -1.459274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -14518496.000000 Penalty: 3789.401611
	Iteration 0F: 3 clusters Score -1.45185e+07 nChanged 55703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -14550914.000000 Penalty: 3789.401611
	Iteration 1F: 3 clusters Score -1.455091e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -14551656.000000 Penalty: 3789.401611
	Iteration 2Q: 3 clusters Score -1.455166e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -14552528.000000 Penalty: 3789.401611
	Iteration 3Q: 3 clusters Score -1.455253e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -14553893.000000 Penalty: 3789.401611
	Iteration 4Q: 3 clusters Score -1.455389e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -14555974.000000 Penalty: 3789.401611
	Iteration 5Q: 3 clusters Score -1.455597e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -14559548.000000 Penalty: 3789.401611
	Iteration 6Q: 3 clusters Score -1.455955e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -14564656.000000 Penalty: 3789.401611
	Iteration 7F: 3 clusters Score -1.456466e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -14570679.000000 Penalty: 3789.401611
	Iteration 8F: 3 clusters Score -1.457068e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -14575674.000000 Penalty: 3789.401611
	Iteration 9F: 3 clusters Score -1.457567e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -14578873.000000 Penalty: 3789.401611
	Iteration 10F: 3 clusters Score -1.457887e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -14580231.000000 Penalty: 3789.401611
	Iteration 11Q: 3 clusters Score -1.458023e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -14580815.000000 Penalty: 3789.401611
	Iteration 12Q: 3 clusters Score -1.458082e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -14581226.000000 Penalty: 3789.401611
	Iteration 13Q: 3 clusters Score -1.458123e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -14581478.000000 Penalty: 3789.401611
	Iteration 14Q: 3 clusters Score -1.458148e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -14581772.000000 Penalty: 3789.401611
	Iteration 15Q: 3 clusters Score -1.458177e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -14581972.000000 Penalty: 3789.401611
	Iteration 16Q: 3 clusters Score -1.458197e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -14582178.000000 Penalty: 3789.401611
	Iteration 17Q: 3 clusters Score -1.458218e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -14582603.000000 Penalty: 3789.401611
	Iteration 18Q: 3 clusters Score -1.45826e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -14583012.000000 Penalty: 3789.401611
	Iteration 19Q: 3 clusters Score -1.458301e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -14583263.000000 Penalty: 3789.401611
	Iteration 20F: 3 clusters Score -1.458326e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -14583602.000000 Penalty: 3789.401611
	Iteration 21Q: 3 clusters Score -1.45836e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -14583847.000000 Penalty: 3789.401611
	Iteration 22Q: 3 clusters Score -1.458385e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -14584215.000000 Penalty: 3789.401611
	Iteration 23Q: 3 clusters Score -1.458422e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -14584542.000000 Penalty: 3789.401611
	Iteration 24Q: 3 clusters Score -1.458454e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -14584894.000000 Penalty: 3789.401611
	Iteration 25Q: 3 clusters Score -1.458489e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -14585289.000000 Penalty: 3789.401611
	Iteration 26Q: 3 clusters Score -1.458529e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -14585678.000000 Penalty: 3789.401611
	Iteration 27Q: 3 clusters Score -1.458568e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -14586057.000000 Penalty: 3789.401611
	Iteration 28Q: 3 clusters Score -1.458606e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -14586549.000000 Penalty: 3789.401611
	Iteration 29Q: 3 clusters Score -1.458655e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -14586995.000000 Penalty: 3789.401611
	Iteration 30Q: 3 clusters Score -1.4587e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -14587431.000000 Penalty: 3789.401611
	Iteration 31Q: 3 clusters Score -1.458743e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -14587821.000000 Penalty: 3789.401611
	Iteration 32Q: 3 clusters Score -1.458782e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -14588208.000000 Penalty: 3789.401611
	Iteration 33Q: 3 clusters Score -1.458821e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -14588535.000000 Penalty: 3789.401611
	Iteration 34Q: 3 clusters Score -1.458854e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -14588656.000000 Penalty: 3789.401611
	Iteration 35Q: 3 clusters Score -1.458866e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -14588799.000000 Penalty: 3789.401611
	Iteration 36Q: 3 clusters Score -1.45888e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -14588935.000000 Penalty: 3789.401611
	Iteration 37Q: 3 clusters Score -1.458894e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 91738 members 
Entering Unmasked Estep 
Score: -14589019.000000 Penalty: 3789.401611
	Iteration 38Q: 3 clusters Score -1.458902e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -14589176.000000 Penalty: 3789.401611
	Iteration 39Q: 3 clusters Score -1.458918e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -14589928.000000 Penalty: 3789.401611
	Iteration 40F: 3 clusters Score -1.458993e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 96019 members 
Entering Unmasked Estep 
Score: -14590336.000000 Penalty: 3789.401611
	Iteration 41Q: 3 clusters Score -1.459034e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -14590715.000000 Penalty: 3789.401611
	Iteration 42Q: 3 clusters Score -1.459072e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -14591146.000000 Penalty: 3789.401611
	Iteration 43Q: 3 clusters Score -1.459115e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -14591566.000000 Penalty: 3789.401611
	Iteration 44Q: 3 clusters Score -1.459157e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 102674 members 
Entering Unmasked Estep 
Score: -14591887.000000 Penalty: 3789.401611
	Iteration 45Q: 3 clusters Score -1.459189e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -14592202.000000 Penalty: 3789.401611
	Iteration 46Q: 3 clusters Score -1.45922e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -14592356.000000 Penalty: 3789.401611
	Iteration 47Q: 3 clusters Score -1.459236e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -14592563.000000 Penalty: 3789.401611
	Iteration 48Q: 3 clusters Score -1.459256e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 107138 members 
Entering Unmasked Estep 
Score: -14592635.000000 Penalty: 3789.401611
	Iteration 49Q: 3 clusters Score -1.459264e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -14592746.000000 Penalty: 3789.401611
	Iteration 50Q: 3 clusters Score -1.459275e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -14592774.000000 Penalty: 3789.401611
	Iteration 51Q: 3 clusters Score -1.459277e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -14592846.000000 Penalty: 3789.401611
	Iteration 52Q: 3 clusters Score -1.459285e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 109961 members 
Entering Unmasked Estep 
Score: -14592861.000000 Penalty: 3789.401611
	Iteration 53Q: 3 clusters Score -1.459286e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -14592802.000000 Penalty: 3789.401611
	Iteration 54Q: 3 clusters Score -1.45928e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 110901 members 
Entering Unmasked Estep 
Score: -14592690.000000 Penalty: 3789.401611
	Iteration 55Q: 3 clusters Score -1.459269e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -14592533.000000 Penalty: 3789.401611
	Iteration 56Q: 3 clusters Score -1.459253e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 111726 members 
Entering Unmasked Estep 
Score: -14592461.000000 Penalty: 3789.401611
	Iteration 57Q: 3 clusters Score -1.459246e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -14592336.000000 Penalty: 3789.401611
	Iteration 58Q: 3 clusters Score -1.459234e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -14592289.000000 Penalty: 3789.401611
	Iteration 59Q: 3 clusters Score -1.459229e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 112686 members 
Entering Unmasked Estep 
Score: -14592263.000000 Penalty: 3789.401611
	Iteration 60F: 3 clusters Score -1.459226e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -14592157.000000 Penalty: 3789.401611
	Iteration 61Q: 3 clusters Score -1.459216e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -14592109.000000 Penalty: 3789.401611
	Iteration 62Q: 3 clusters Score -1.459211e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -14592073.000000 Penalty: 3789.401611
	Iteration 63Q: 3 clusters Score -1.459207e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -14592001.000000 Penalty: 3789.401611
	Iteration 64Q: 3 clusters Score -1.4592e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -14591957.000000 Penalty: 3789.401611
	Iteration 65Q: 3 clusters Score -1.459196e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 113763 members 
Entering Unmasked Estep 
Score: -14591924.000000 Penalty: 3789.401611
	Iteration 66Q: 3 clusters Score -1.459192e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -14591912.000000 Penalty: 3789.401611
	Iteration 67Q: 3 clusters Score -1.459191e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 113989 members 
Entering Unmasked Estep 
Score: -14591855.000000 Penalty: 3789.401611
	Iteration 68Q: 3 clusters Score -1.459186e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -14591801.000000 Penalty: 3789.401611
	Iteration 69Q: 3 clusters Score -1.45918e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -14591752.000000 Penalty: 3789.401611
	Iteration 70Q: 3 clusters Score -1.459175e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -14591747.000000 Penalty: 3789.401611
	Iteration 71Q: 3 clusters Score -1.459175e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 114287 members 
Entering Unmasked Estep 
Score: -14591733.000000 Penalty: 3789.401611
	Iteration 72Q: 3 clusters Score -1.459173e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -14591697.000000 Penalty: 3789.401611
	Iteration 73Q: 3 clusters Score -1.45917e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 114400 members 
Entering Unmasked Estep 
Score: -14591690.000000 Penalty: 3789.401611
	Iteration 74Q: 3 clusters Score -1.459169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 114453 members 
Entering Unmasked Estep 
Score: -14591695.000000 Penalty: 3789.401611
	Iteration 75Q: 3 clusters Score -1.45917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -14591699.000000 Penalty: 3789.401611
	Iteration 76Q: 3 clusters Score -1.45917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 114541 members 
Entering Unmasked Estep 
Score: -14591665.000000 Penalty: 3789.401611
	Iteration 77Q: 3 clusters Score -1.459166e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -14591665.000000 Penalty: 3789.401611
	Iteration 78Q: 3 clusters Score -1.459166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -14591678.000000 Penalty: 3789.401611
	Iteration 79Q: 3 clusters Score -1.459168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 114632 members 
Entering Unmasked Estep 
Score: -14591654.000000 Penalty: 3789.401611
	Iteration 80F: 3 clusters Score -1.459165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -14591642.000000 Penalty: 3789.401611
	Iteration 81Q: 3 clusters Score -1.459164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -14591642.000000 Penalty: 3789.401611
	Iteration 82Q: 3 clusters Score -1.459164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 114696 members 
Entering Unmasked Estep 
Score: -14591640.000000 Penalty: 3789.401611
	Iteration 83Q: 3 clusters Score -1.459164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -14591617.000000 Penalty: 3789.401611
	Iteration 84Q: 3 clusters Score -1.459162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -14591619.000000 Penalty: 3789.401611
	Iteration 85Q: 3 clusters Score -1.459162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -14591619.000000 Penalty: 3789.401611
	Iteration 86Q: 3 clusters Score -1.459162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 114799 members 
Entering Unmasked Estep 
Score: -14591631.000000 Penalty: 3789.401611
	Iteration 87Q: 3 clusters Score -1.459163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -14591620.000000 Penalty: 3789.401611
	Iteration 88Q: 3 clusters Score -1.459162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -14591612.000000 Penalty: 3789.401611
	Iteration 89Q: 3 clusters Score -1.459161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -14591612.000000 Penalty: 3789.401611
	Iteration 90Q: 3 clusters Score -1.459161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -14591608.000000 Penalty: 3789.401611
	Iteration 91Q: 3 clusters Score -1.459161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -14591606.000000 Penalty: 3789.401611
	Iteration 92Q: 3 clusters Score -1.459161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -14591606.000000 Penalty: 3789.401611
	Iteration 93Q: 3 clusters Score -1.459161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -14591604.000000 Penalty: 3789.401611
	Iteration 94Q: 3 clusters Score -1.45916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -14591597.000000 Penalty: 3789.401611
	Iteration 95Q: 3 clusters Score -1.45916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -14591595.000000 Penalty: 3789.401611
	Iteration 96Q: 3 clusters Score -1.45916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 114948 members 
Entering Unmasked Estep 
Score: -14591607.000000 Penalty: 3789.401611
	Iteration 97Q: 3 clusters Score -1.459161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -14591621.000000 Penalty: 3789.401611
	Iteration 98Q: 3 clusters Score -1.459162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -14591613.000000 Penalty: 3789.401611
	Iteration 99Q: 3 clusters Score -1.459161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 114988 members 
Entering Unmasked Estep 
Score: -14591606.000000 Penalty: 3789.401611
	Iteration 100F: 3 clusters Score -1.459161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -14591618.000000 Penalty: 3789.401611
	Iteration 101Q: 3 clusters Score -1.459162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -14591612.000000 Penalty: 3789.401611
	Iteration 102Q: 3 clusters Score -1.459161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 115009 members 
Entering Unmasked Estep 
Score: -14591617.000000 Penalty: 3789.401611
	Iteration 103Q: 3 clusters Score -1.459162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -14591631.000000 Penalty: 3789.401611
	Iteration 104Q: 3 clusters Score -1.459163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -14591628.000000 Penalty: 3789.401611
	Iteration 105Q: 3 clusters Score -1.459163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -14591625.000000 Penalty: 3789.401611
	Iteration 106Q: 3 clusters Score -1.459162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -14591621.000000 Penalty: 3789.401611
	Iteration 107Q: 3 clusters Score -1.459162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 115027 members 
Entering Unmasked Estep 
Score: -14591625.000000 Penalty: 3789.401611
	Iteration 108Q: 3 clusters Score -1.459162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -14591615.000000 Penalty: 3789.401611
	Iteration 109Q: 3 clusters Score -1.459162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -14591612.000000 Penalty: 3789.401611
	Iteration 110Q: 3 clusters Score -1.459161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -14591618.000000 Penalty: 3789.401611
	Iteration 111Q: 3 clusters Score -1.459162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -14591625.000000 Penalty: 3789.401611
	Iteration 112Q: 3 clusters Score -1.459162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -14591619.000000 Penalty: 3789.401611
	Iteration 113Q: 3 clusters Score -1.459162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -14591619.000000 Penalty: 3789.401611
	Iteration 114Q: 3 clusters Score -1.459162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 115044 members 
Entering Unmasked Estep 
Score: -14591618.000000 Penalty: 3789.401611
	Iteration 115Q: 3 clusters Score -1.459162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -14591622.000000 Penalty: 3789.401611
	Iteration 116Q: 3 clusters Score -1.459162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -14591620.000000 Penalty: 3789.401611
	Iteration 117Q: 3 clusters Score -1.459162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 115054 members 
Entering Unmasked Estep 
Score: -14591627.000000 Penalty: 3789.401611
	Iteration 118Q: 3 clusters Score -1.459163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -14591620.000000 Penalty: 3789.401611
	Iteration 119Q: 3 clusters Score -1.459162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
Score: -14591630.000000 Penalty: 3789.401611
	Iteration 120F: 3 clusters Score -1.459163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -14591624.000000 Penalty: 3789.401611
	Iteration 121Q: 3 clusters Score -1.459162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -14591629.000000 Penalty: 3789.401611
	Iteration 122Q: 3 clusters Score -1.459163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -14591630.000000 Penalty: 3789.401611
	Iteration 123Q: 3 clusters Score -1.459163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -14591635.000000 Penalty: 3789.401611
	Iteration 124Q: 3 clusters Score -1.459164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -14591634.000000 Penalty: 3789.401611
	Iteration 125Q: 3 clusters Score -1.459163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -14591634.000000 Penalty: 3789.401611
	Iteration 126F: 3 clusters Score -1.459163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Entering Unmasked Estep 
Score: -6128974.000000 Penalty: 1758.665161
	Iteration 0F: 2 clusters Score -6128974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -6095432.000000 Penalty: 3517.330322
	Iteration 0F: 3 clusters Score -6095432 nChanged 23558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -6108713.500000 Penalty: 3517.330322
	Iteration 1F: 3 clusters Score -6108714 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -6109102.500000 Penalty: 3517.330322
	Iteration 2Q: 3 clusters Score -6109102 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -6109606.500000 Penalty: 3517.330322
	Iteration 3Q: 3 clusters Score -6109606 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -6110181.000000 Penalty: 3517.330322
	Iteration 4Q: 3 clusters Score -6110181 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -6110859.500000 Penalty: 3517.330322
	Iteration 5Q: 3 clusters Score -6110860 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -6111665.000000 Penalty: 3517.330322
	Iteration 6Q: 3 clusters Score -6111665 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6112684.500000 Penalty: 3517.330322
	Iteration 7Q: 3 clusters Score -6112684 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -6114173.000000 Penalty: 3517.330322
	Iteration 8F: 3 clusters Score -6114173 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -6115936.000000 Penalty: 3517.330322
	Iteration 9F: 3 clusters Score -6115936 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -6117982.500000 Penalty: 3517.330322
	Iteration 10F: 3 clusters Score -6117982 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -6119976.000000 Penalty: 3517.330322
	Iteration 11F: 3 clusters Score -6119976 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -6121900.500000 Penalty: 3517.330322
	Iteration 12F: 3 clusters Score -6121900 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6123609.500000 Penalty: 3517.330322
	Iteration 13Q: 3 clusters Score -6123610 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -6125198.000000 Penalty: 3517.330322
	Iteration 14Q: 3 clusters Score -6125198 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6126379.000000 Penalty: 3517.330322
	Iteration 15Q: 3 clusters Score -6126379 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6126968.500000 Penalty: 3517.330322
	Iteration 16Q: 3 clusters Score -6126968 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6127226.500000 Penalty: 3517.330322
	Iteration 17Q: 3 clusters Score -6127226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6127310.000000 Penalty: 3517.330322
	Iteration 18Q: 3 clusters Score -6127310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6127380.500000 Penalty: 3517.330322
	Iteration 19Q: 3 clusters Score -6127380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6127398.500000 Penalty: 3517.330322
	Iteration 20F: 3 clusters Score -6127398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6127425.500000 Penalty: 3517.330322
	Iteration 21Q: 3 clusters Score -6127426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6127443.000000 Penalty: 3517.330322
	Iteration 22Q: 3 clusters Score -6127443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6127453.000000 Penalty: 3517.330322
	Iteration 23Q: 3 clusters Score -6127453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6127456.500000 Penalty: 3517.330322
	Iteration 24Q: 3 clusters Score -6127456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6127459.500000 Penalty: 3517.330322
	Iteration 25Q: 3 clusters Score -6127460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6127453.000000 Penalty: 3517.330322
	Iteration 26Q: 3 clusters Score -6127453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6127463.000000 Penalty: 3517.330322
	Iteration 27Q: 3 clusters Score -6127463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6127457.500000 Penalty: 3517.330322
	Iteration 28Q: 3 clusters Score -6127458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6127457.500000 Penalty: 3517.330322
	Iteration 29F: 3 clusters Score -6127458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -255402.171875 Penalty: 1245.456299
	Iteration 0F: 2 clusters Score -255402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -253221.218750 Penalty: 2490.912598
	Iteration 0F: 3 clusters Score -253221.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -253792.328125 Penalty: 2490.912598
	Iteration 1F: 3 clusters Score -253792.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -253933.734375 Penalty: 2490.912598
	Iteration 2F: 3 clusters Score -253933.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -254007.984375 Penalty: 2490.912598
	Iteration 3Q: 3 clusters Score -254008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -254054.015625 Penalty: 2490.912598
	Iteration 4Q: 3 clusters Score -254054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -254092.234375 Penalty: 2490.912598
	Iteration 5Q: 3 clusters Score -254092.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -254129.468750 Penalty: 2490.912598
	Iteration 6Q: 3 clusters Score -254129.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -254162.359375 Penalty: 2490.912598
	Iteration 7Q: 3 clusters Score -254162.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -254208.390625 Penalty: 2490.912598
	Iteration 8Q: 3 clusters Score -254208.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -254249.437500 Penalty: 2490.912598
	Iteration 9Q: 3 clusters Score -254249.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -254295.156250 Penalty: 2490.912598
	Iteration 10Q: 3 clusters Score -254295.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254339.265625 Penalty: 2490.912598
	Iteration 11Q: 3 clusters Score -254339.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254373.171875 Penalty: 2490.912598
	Iteration 12Q: 3 clusters Score -254373.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -254410.343750 Penalty: 2490.912598
	Iteration 13Q: 3 clusters Score -254410.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -254446.718750 Penalty: 2490.912598
	Iteration 14Q: 3 clusters Score -254446.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -254479.312500 Penalty: 2490.912598
	Iteration 15Q: 3 clusters Score -254479.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254506.546875 Penalty: 2490.912598
	Iteration 16Q: 3 clusters Score -254506.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -254525.609375 Penalty: 2490.912598
	Iteration 17Q: 3 clusters Score -254525.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -254538.203125 Penalty: 2490.912598
	Iteration 18Q: 3 clusters Score -254538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -254546.843750 Penalty: 2490.912598
	Iteration 19Q: 3 clusters Score -254546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -254550.687500 Penalty: 2490.912598
	Iteration 20F: 3 clusters Score -254550.7 nChanged 7
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: -254552.906250 Penalty: 2490.912598
	Iteration 21Q: 3 clusters Score -254552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -254553.703125 Penalty: 2490.912598
	Iteration 22Q: 3 clusters Score -254553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -254553.625000 Penalty: 2490.912598
	Iteration 23Q: 3 clusters Score -254553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -254554.437500 Penalty: 2490.912598
	Iteration 24Q: 3 clusters Score -254554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -254554.953125 Penalty: 2490.912598
	Iteration 25Q: 3 clusters Score -254555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -254554.953125 Penalty: 2490.912598
	Iteration 26F: 3 clusters Score -254555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -21064.437500 Penalty: 936.333374
	Iteration 0F: 2 clusters Score -21064.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20340.400391 Penalty: 1872.666748
	Iteration 0F: 3 clusters Score -20340.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20589.685547 Penalty: 1872.666748
	Iteration 1F: 3 clusters Score -20589.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20836.544922 Penalty: 1872.666748
	Iteration 2F: 3 clusters Score -20836.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20919.919922 Penalty: 1872.666748
	Iteration 3F: 3 clusters Score -20919.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20967.828125 Penalty: 1872.666748
	Iteration 4Q: 3 clusters Score -20967.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20994.632812 Penalty: 1872.666748
	Iteration 5Q: 3 clusters Score -20994.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21010.900391 Penalty: 1872.666748
	Iteration 6Q: 3 clusters Score -21010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21016.724609 Penalty: 1872.666748
	Iteration 7Q: 3 clusters Score -21016.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21043.349609 Penalty: 1872.666748
	Iteration 8Q: 3 clusters Score -21043.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21074.378906 Penalty: 1872.666748
	Iteration 9Q: 3 clusters Score -21074.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21074.378906 Penalty: 1872.666748
	Iteration 10F: 3 clusters Score -21074.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 29239 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 204 members 
Entering Unmasked Estep 
Score: -141716736.000000 Penalty: 90746.617188
Splitting cluster 13 changes total score from -141718144.000000 to -141716736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (113565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Entering Unmasked Estep 
Score: -14336128.000000 Penalty: 1891.521240
	Iteration 0F: 2 clusters Score -1.433613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -14261912.000000 Penalty: 3783.042480
	Iteration 0F: 3 clusters Score -1.426191e+07 nChanged 54355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -14293848.000000 Penalty: 3783.042480
	Iteration 1F: 3 clusters Score -1.429385e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -14295502.000000 Penalty: 3783.042480
	Iteration 2Q: 3 clusters Score -1.42955e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -14297762.000000 Penalty: 3783.042480
	Iteration 3Q: 3 clusters Score -1.429776e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -14301568.000000 Penalty: 3783.042480
	Iteration 4F: 3 clusters Score -1.430157e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -14307492.000000 Penalty: 3783.042480
	Iteration 5F: 3 clusters Score -1.430749e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -14315018.000000 Penalty: 3783.042480
	Iteration 6F: 3 clusters Score -1.431502e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -14322644.000000 Penalty: 3783.042480
	Iteration 7F: 3 clusters Score -1.432264e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -14328311.000000 Penalty: 3783.042480
	Iteration 8F: 3 clusters Score -1.432831e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
Score: -14331562.000000 Penalty: 3783.042480
	Iteration 9Q: 3 clusters Score -1.433156e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -14333057.000000 Penalty: 3783.042480
	Iteration 10Q: 3 clusters Score -1.433306e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 112311 members 
Entering Unmasked Estep 
Score: -14333704.000000 Penalty: 3783.042480
	Iteration 11Q: 3 clusters Score -1.43337e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -14334080.000000 Penalty: 3783.042480
	Iteration 12Q: 3 clusters Score -1.433408e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
Score: -14334220.000000 Penalty: 3783.042480
	Iteration 13Q: 3 clusters Score -1.433422e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -14334304.000000 Penalty: 3783.042480
	Iteration 14Q: 3 clusters Score -1.43343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -14334349.000000 Penalty: 3783.042480
	Iteration 15Q: 3 clusters Score -1.433435e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -14334390.000000 Penalty: 3783.042480
	Iteration 16Q: 3 clusters Score -1.433439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -14334430.000000 Penalty: 3783.042480
	Iteration 17Q: 3 clusters Score -1.433443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -14334450.000000 Penalty: 3783.042480
	Iteration 18Q: 3 clusters Score -1.433445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -14334452.000000 Penalty: 3783.042480
	Iteration 19Q: 3 clusters Score -1.433445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -14334460.000000 Penalty: 3783.042480
	Iteration 20F: 3 clusters Score -1.433446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -14334460.000000 Penalty: 3783.042480
	Iteration 21Q: 3 clusters Score -1.433446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -14334484.000000 Penalty: 3783.042480
	Iteration 22Q: 3 clusters Score -1.433448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -14334484.000000 Penalty: 3783.042480
	Iteration 23Q: 3 clusters Score -1.433448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -14334491.000000 Penalty: 3783.042480
	Iteration 24Q: 3 clusters Score -1.433449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 113269 members 
Entering Unmasked Estep 
Score: -14334498.000000 Penalty: 3783.042480
	Iteration 25Q: 3 clusters Score -1.43345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 113271 members 
Entering Unmasked Estep 
Score: -14334502.000000 Penalty: 3783.042480
	Iteration 26Q: 3 clusters Score -1.43345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 113272 members 
Entering Unmasked Estep 
Score: -14334498.000000 Penalty: 3783.042480
	Iteration 27Q: 3 clusters Score -1.43345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 113271 members 
Entering Unmasked Estep 
Score: -14334497.000000 Penalty: 3783.042480
	Iteration 28Q: 3 clusters Score -1.43345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113270 members 
Entering Unmasked Estep 
Score: -14334498.000000 Penalty: 3783.042480
	Iteration 29Q: 3 clusters Score -1.43345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113270 members 
Entering Unmasked Estep 
Score: -14334498.000000 Penalty: 3783.042480
	Iteration 30F: 3 clusters Score -1.43345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Entering Unmasked Estep 
Score: -3548235.750000 Penalty: 1671.029541
	Iteration 0F: 2 clusters Score -3548236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3528441.250000 Penalty: 3342.059082
	Iteration 0F: 3 clusters Score -3528441 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3535722.250000 Penalty: 3342.059082
	Iteration 1F: 3 clusters Score -3535722 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3536077.250000 Penalty: 3342.059082
	Iteration 2Q: 3 clusters Score -3536077 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3536433.500000 Penalty: 3342.059082
	Iteration 3Q: 3 clusters Score -3536434 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3536773.250000 Penalty: 3342.059082
	Iteration 4Q: 3 clusters Score -3536773 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3537148.000000 Penalty: 3342.059082
	Iteration 5Q: 3 clusters Score -3537148 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3537530.500000 Penalty: 3342.059082
	Iteration 6Q: 3 clusters Score -3537530 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3537954.000000 Penalty: 3342.059082
	Iteration 7Q: 3 clusters Score -3537954 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3538416.750000 Penalty: 3342.059082
	Iteration 8Q: 3 clusters Score -3538417 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3538891.500000 Penalty: 3342.059082
	Iteration 9Q: 3 clusters Score -3538892 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3539386.250000 Penalty: 3342.059082
	Iteration 10Q: 3 clusters Score -3539386 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3539887.750000 Penalty: 3342.059082
	Iteration 11Q: 3 clusters Score -3539888 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3540444.750000 Penalty: 3342.059082
	Iteration 12Q: 3 clusters Score -3540445 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3540981.250000 Penalty: 3342.059082
	Iteration 13Q: 3 clusters Score -3540981 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3541482.250000 Penalty: 3342.059082
	Iteration 14Q: 3 clusters Score -3541482 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3542034.500000 Penalty: 3342.059082
	Iteration 15Q: 3 clusters Score -3542034 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3542490.250000 Penalty: 3342.059082
	Iteration 16Q: 3 clusters Score -3542490 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3542853.000000 Penalty: 3342.059082
	Iteration 17Q: 3 clusters Score -3542853 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3543149.750000 Penalty: 3342.059082
	Iteration 18Q: 3 clusters Score -3543150 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3543471.000000 Penalty: 3342.059082
	Iteration 19Q: 3 clusters Score -3543471 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3543891.500000 Penalty: 3342.059082
	Iteration 20F: 3 clusters Score -3543892 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3544437.250000 Penalty: 3342.059082
	Iteration 21Q: 3 clusters Score -3544437 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3545241.500000 Penalty: 3342.059082
	Iteration 22Q: 3 clusters Score -3545242 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3546380.250000 Penalty: 3342.059082
	Iteration 23Q: 3 clusters Score -3546380 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3547513.750000 Penalty: 3342.059082
	Iteration 24Q: 3 clusters Score -3547514 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3548280.250000 Penalty: 3342.059082
	Iteration 25Q: 3 clusters Score -3548280 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3548770.000000 Penalty: 3342.059082
	Iteration 26Q: 3 clusters Score -3548770 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3549114.750000 Penalty: 3342.059082
	Iteration 27Q: 3 clusters Score -3549115 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3549311.250000 Penalty: 3342.059082
	Iteration 28Q: 3 clusters Score -3549311 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3549453.250000 Penalty: 3342.059082
	Iteration 29Q: 3 clusters Score -3549453 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3549564.000000 Penalty: 3342.059082
	Iteration 30Q: 3 clusters Score -3549564 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3549684.000000 Penalty: 3342.059082
	Iteration 31Q: 3 clusters Score -3549684 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3549778.000000 Penalty: 3342.059082
	Iteration 32Q: 3 clusters Score -3549778 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3549868.500000 Penalty: 3342.059082
	Iteration 33Q: 3 clusters Score -3549868 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3549932.250000 Penalty: 3342.059082
	Iteration 34Q: 3 clusters Score -3549932 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3550001.750000 Penalty: 3342.059082
	Iteration 35Q: 3 clusters Score -3550002 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3550037.250000 Penalty: 3342.059082
	Iteration 36Q: 3 clusters Score -3550037 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3550078.250000 Penalty: 3342.059082
	Iteration 37Q: 3 clusters Score -3550078 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3550105.250000 Penalty: 3342.059082
	Iteration 38Q: 3 clusters Score -3550105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3550107.750000 Penalty: 3342.059082
	Iteration 39Q: 3 clusters Score -3550108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3550129.000000 Penalty: 3342.059082
	Iteration 40F: 3 clusters Score -3550129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3550139.750000 Penalty: 3342.059082
	Iteration 41Q: 3 clusters Score -3550140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3550150.250000 Penalty: 3342.059082
	Iteration 42Q: 3 clusters Score -3550150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3550154.000000 Penalty: 3342.059082
	Iteration 43Q: 3 clusters Score -3550154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3550162.500000 Penalty: 3342.059082
	Iteration 44Q: 3 clusters Score -3550162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3550154.000000 Penalty: 3342.059082
	Iteration 45Q: 3 clusters Score -3550154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3550168.750000 Penalty: 3342.059082
	Iteration 46Q: 3 clusters Score -3550169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3550161.000000 Penalty: 3342.059082
	Iteration 47Q: 3 clusters Score -3550161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3550159.500000 Penalty: 3342.059082
	Iteration 48Q: 3 clusters Score -3550160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3550168.750000 Penalty: 3342.059082
	Iteration 49Q: 3 clusters Score -3550169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3550166.750000 Penalty: 3342.059082
	Iteration 50Q: 3 clusters Score -3550167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3550163.750000 Penalty: 3342.059082
	Iteration 51Q: 3 clusters Score -3550164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3550168.000000 Penalty: 3342.059082
	Iteration 52Q: 3 clusters Score -3550168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3550176.000000 Penalty: 3342.059082
	Iteration 53Q: 3 clusters Score -3550176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3550176.250000 Penalty: 3342.059082
	Iteration 54Q: 3 clusters Score -3550176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3550176.000000 Penalty: 3342.059082
	Iteration 55Q: 3 clusters Score -3550176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3550178.250000 Penalty: 3342.059082
	Iteration 56Q: 3 clusters Score -3550178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3550171.750000 Penalty: 3342.059082
	Iteration 57Q: 3 clusters Score -3550172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3550171.250000 Penalty: 3342.059082
	Iteration 58Q: 3 clusters Score -3550171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3550173.250000 Penalty: 3342.059082
	Iteration 59Q: 3 clusters Score -3550173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3550171.250000 Penalty: 3342.059082
	Iteration 60F: 3 clusters Score -3550171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3550170.750000 Penalty: 3342.059082
	Iteration 61Q: 3 clusters Score -3550171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3550170.000000 Penalty: 3342.059082
	Iteration 62Q: 3 clusters Score -3550170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3550170.750000 Penalty: 3342.059082
	Iteration 63Q: 3 clusters Score -3550171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3550171.500000 Penalty: 3342.059082
	Iteration 64Q: 3 clusters Score -3550172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3550178.000000 Penalty: 3342.059082
	Iteration 65Q: 3 clusters Score -3550178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3550175.750000 Penalty: 3342.059082
	Iteration 66Q: 3 clusters Score -3550176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3550178.750000 Penalty: 3342.059082
	Iteration 67Q: 3 clusters Score -3550179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3550179.250000 Penalty: 3342.059082
	Iteration 68Q: 3 clusters Score -3550179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3550178.000000 Penalty: 3342.059082
	Iteration 69Q: 3 clusters Score -3550178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3550178.000000 Penalty: 3342.059082
	Iteration 70Q: 3 clusters Score -3550178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3550180.750000 Penalty: 3342.059082
	Iteration 71Q: 3 clusters Score -3550181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3550176.250000 Penalty: 3342.059082
	Iteration 72Q: 3 clusters Score -3550176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3550172.000000 Penalty: 3342.059082
	Iteration 73Q: 3 clusters Score -3550172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3550174.500000 Penalty: 3342.059082
	Iteration 74Q: 3 clusters Score -3550174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3550174.250000 Penalty: 3342.059082
	Iteration 75Q: 3 clusters Score -3550174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3550177.750000 Penalty: 3342.059082
	Iteration 76Q: 3 clusters Score -3550178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3550178.750000 Penalty: 3342.059082
	Iteration 77Q: 3 clusters Score -3550179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3550181.250000 Penalty: 3342.059082
	Iteration 78Q: 3 clusters Score -3550181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3550180.750000 Penalty: 3342.059082
	Iteration 79Q: 3 clusters Score -3550181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3550182.250000 Penalty: 3342.059082
	Iteration 80F: 3 clusters Score -3550182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3550179.500000 Penalty: 3342.059082
	Iteration 81Q: 3 clusters Score -3550180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3550179.500000 Penalty: 3342.059082
	Iteration 82F: 3 clusters Score -3550180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 15623 members 
Entering Unmasked Estep 
Score: -141720256.000000 Penalty: 90746.617188
Splitting cluster 15 changes total score from -141718144.000000 to -141720256.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -188891.375000 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -188891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187013.343750 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -187013.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -187532.187500 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -187532.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -187766.234375 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -187766.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187937.015625 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -187937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188025.734375 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -188025.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -188076.328125 Penalty: 2411.882568
	Iteration 5Q: 3 clusters Score -188076.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188104.843750 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -188104.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -188129.703125 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -188129.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -188145.296875 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -188145.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -188155.453125 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -188155.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -188163.062500 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -188163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188166.062500 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -188166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188169.890625 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -188169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -188172.296875 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -188172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188173.437500 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -188173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -188177.078125 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -188177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188181.156250 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -188181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188186.328125 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -188186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188188.359375 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -188188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188189.593750 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -188189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -188189.921875 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -188189.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -621563.812500 Penalty: 1388.119873
	Iteration 0F: 2 clusters Score -621563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -617523.500000 Penalty: 2776.239746
	Iteration 0F: 3 clusters Score -617523.5 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -618786.937500 Penalty: 2776.239746
	Iteration 1F: 3 clusters Score -618786.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -619055.750000 Penalty: 2776.239746
	Iteration 2F: 3 clusters Score -619055.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -619264.250000 Penalty: 2776.239746
	Iteration 3F: 3 clusters Score -619264.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -619418.125000 Penalty: 2776.239746
	Iteration 4F: 3 clusters Score -619418.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -619562.125000 Penalty: 2776.239746
	Iteration 5Q: 3 clusters Score -619562.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -619722.687500 Penalty: 2776.239746
	Iteration 6Q: 3 clusters Score -619722.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -619918.500000 Penalty: 2776.239746
	Iteration 7Q: 3 clusters Score -619918.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -620187.000000 Penalty: 2776.239746
	Iteration 8F: 3 clusters Score -620187 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -620477.750000 Penalty: 2776.239746
	Iteration 9F: 3 clusters Score -620477.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -620749.562500 Penalty: 2776.239746
	Iteration 10Q: 3 clusters Score -620749.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -620924.062500 Penalty: 2776.239746
	Iteration 11Q: 3 clusters Score -620924.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -621018.062500 Penalty: 2776.239746
	Iteration 12Q: 3 clusters Score -621018.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -621088.312500 Penalty: 2776.239746
	Iteration 13Q: 3 clusters Score -621088.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -621149.062500 Penalty: 2776.239746
	Iteration 14Q: 3 clusters Score -621149.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -621183.562500 Penalty: 2776.239746
	Iteration 15Q: 3 clusters Score -621183.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -621212.187500 Penalty: 2776.239746
	Iteration 16Q: 3 clusters Score -621212.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -621242.312500 Penalty: 2776.239746
	Iteration 17Q: 3 clusters Score -621242.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -621266.187500 Penalty: 2776.239746
	Iteration 18Q: 3 clusters Score -621266.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -621283.000000 Penalty: 2776.239746
	Iteration 19Q: 3 clusters Score -621283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -621296.187500 Penalty: 2776.239746
	Iteration 20F: 3 clusters Score -621296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -621309.625000 Penalty: 2776.239746
	Iteration 21Q: 3 clusters Score -621309.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -621320.187500 Penalty: 2776.239746
	Iteration 22Q: 3 clusters Score -621320.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -621332.750000 Penalty: 2776.239746
	Iteration 23Q: 3 clusters Score -621332.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -621340.250000 Penalty: 2776.239746
	Iteration 24Q: 3 clusters Score -621340.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -621344.000000 Penalty: 2776.239746
	Iteration 25Q: 3 clusters Score -621344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -621343.687500 Penalty: 2776.239746
	Iteration 26Q: 3 clusters Score -621343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -621347.187500 Penalty: 2776.239746
	Iteration 27Q: 3 clusters Score -621347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -621349.250000 Penalty: 2776.239746
	Iteration 28Q: 3 clusters Score -621349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -621349.250000 Penalty: 2776.239746
	Iteration 29F: 3 clusters Score -621349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (118816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Entering Unmasked Estep 
Score: -14923663.000000 Penalty: 1898.866333
	Iteration 0F: 2 clusters Score -1.492366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -14847924.000000 Penalty: 3797.732666
	Iteration 0F: 3 clusters Score -1.484792e+07 nChanged 57103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -14881438.000000 Penalty: 3797.732666
	Iteration 1F: 3 clusters Score -1.488144e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -14882656.000000 Penalty: 3797.732666
	Iteration 2Q: 3 clusters Score -1.488266e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -14884384.000000 Penalty: 3797.732666
	Iteration 3Q: 3 clusters Score -1.488438e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -14887582.000000 Penalty: 3797.732666
	Iteration 4F: 3 clusters Score -1.488758e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -14892670.000000 Penalty: 3797.732666
	Iteration 5F: 3 clusters Score -1.489267e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -14899908.000000 Penalty: 3797.732666
	Iteration 6F: 3 clusters Score -1.489991e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -14908229.000000 Penalty: 3797.732666
	Iteration 7F: 3 clusters Score -1.490823e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -14915518.000000 Penalty: 3797.732666
	Iteration 8F: 3 clusters Score -1.491552e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -14919997.000000 Penalty: 3797.732666
	Iteration 9Q: 3 clusters Score -1.492e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -14922088.000000 Penalty: 3797.732666
	Iteration 10Q: 3 clusters Score -1.492209e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -14923054.000000 Penalty: 3797.732666
	Iteration 11Q: 3 clusters Score -1.492305e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -14923524.000000 Penalty: 3797.732666
	Iteration 12Q: 3 clusters Score -1.492352e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 110816 members 
Entering Unmasked Estep 
Score: -14923726.000000 Penalty: 3797.732666
	Iteration 13Q: 3 clusters Score -1.492373e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -14923883.000000 Penalty: 3797.732666
	Iteration 14Q: 3 clusters Score -1.492388e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -14923928.000000 Penalty: 3797.732666
	Iteration 15Q: 3 clusters Score -1.492393e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 113811 members 
Entering Unmasked Estep 
Score: -14923860.000000 Penalty: 3797.732666
	Iteration 16Q: 3 clusters Score -1.492386e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 114521 members 
Entering Unmasked Estep 
Score: -14923856.000000 Penalty: 3797.732666
	Iteration 17Q: 3 clusters Score -1.492386e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -14923768.000000 Penalty: 3797.732666
	Iteration 18Q: 3 clusters Score -1.492377e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -14923628.000000 Penalty: 3797.732666
	Iteration 19Q: 3 clusters Score -1.492363e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -14923593.000000 Penalty: 3797.732666
	Iteration 20F: 3 clusters Score -1.492359e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 116132 members 
Entering Unmasked Estep 
Score: -14923493.000000 Penalty: 3797.732666
	Iteration 21Q: 3 clusters Score -1.492349e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 116377 members 
Entering Unmasked Estep 
Score: -14923404.000000 Penalty: 3797.732666
	Iteration 22Q: 3 clusters Score -1.49234e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 116573 members 
Entering Unmasked Estep 
Score: -14923344.000000 Penalty: 3797.732666
	Iteration 23Q: 3 clusters Score -1.492334e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -14923303.000000 Penalty: 3797.732666
	Iteration 24Q: 3 clusters Score -1.49233e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 116874 members 
Entering Unmasked Estep 
Score: -14923285.000000 Penalty: 3797.732666
	Iteration 25Q: 3 clusters Score -1.492328e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -14923241.000000 Penalty: 3797.732666
	Iteration 26Q: 3 clusters Score -1.492324e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -14923247.000000 Penalty: 3797.732666
	Iteration 27Q: 3 clusters Score -1.492325e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -14923245.000000 Penalty: 3797.732666
	Iteration 28Q: 3 clusters Score -1.492324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -14923219.000000 Penalty: 3797.732666
	Iteration 29Q: 3 clusters Score -1.492322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -14923199.000000 Penalty: 3797.732666
	Iteration 30Q: 3 clusters Score -1.49232e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -14923196.000000 Penalty: 3797.732666
	Iteration 31Q: 3 clusters Score -1.49232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 117271 members 
Entering Unmasked Estep 
Score: -14923152.000000 Penalty: 3797.732666
	Iteration 32Q: 3 clusters Score -1.492315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -14923161.000000 Penalty: 3797.732666
	Iteration 33Q: 3 clusters Score -1.492316e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -14923151.000000 Penalty: 3797.732666
	Iteration 34Q: 3 clusters Score -1.492315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -14923147.000000 Penalty: 3797.732666
	Iteration 35Q: 3 clusters Score -1.492315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 117383 members 
Entering Unmasked Estep 
Score: -14923145.000000 Penalty: 3797.732666
	Iteration 36Q: 3 clusters Score -1.492314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 117412 members 
Entering Unmasked Estep 
Score: -14923159.000000 Penalty: 3797.732666
	Iteration 37Q: 3 clusters Score -1.492316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -14923144.000000 Penalty: 3797.732666
	Iteration 38Q: 3 clusters Score -1.492314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -14923151.000000 Penalty: 3797.732666
	Iteration 39Q: 3 clusters Score -1.492315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 117453 members 
Entering Unmasked Estep 
Score: -14923142.000000 Penalty: 3797.732666
	Iteration 40F: 3 clusters Score -1.492314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 117463 members 
Entering Unmasked Estep 
Score: -14923151.000000 Penalty: 3797.732666
	Iteration 41Q: 3 clusters Score -1.492315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -14923131.000000 Penalty: 3797.732666
	Iteration 42Q: 3 clusters Score -1.492313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -14923124.000000 Penalty: 3797.732666
	Iteration 43Q: 3 clusters Score -1.492312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 117488 members 
Entering Unmasked Estep 
Score: -14923122.000000 Penalty: 3797.732666
	Iteration 44Q: 3 clusters Score -1.492312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -14923113.000000 Penalty: 3797.732666
	Iteration 45Q: 3 clusters Score -1.492311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 117503 members 
Entering Unmasked Estep 
Score: -14923112.000000 Penalty: 3797.732666
	Iteration 46Q: 3 clusters Score -1.492311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -14923121.000000 Penalty: 3797.732666
	Iteration 47Q: 3 clusters Score -1.492312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -14923109.000000 Penalty: 3797.732666
	Iteration 48Q: 3 clusters Score -1.492311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -14923119.000000 Penalty: 3797.732666
	Iteration 49Q: 3 clusters Score -1.492312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -14923113.000000 Penalty: 3797.732666
	Iteration 50Q: 3 clusters Score -1.492311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -14923124.000000 Penalty: 3797.732666
	Iteration 51Q: 3 clusters Score -1.492312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -14923123.000000 Penalty: 3797.732666
	Iteration 52Q: 3 clusters Score -1.492312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -14923110.000000 Penalty: 3797.732666
	Iteration 53Q: 3 clusters Score -1.492311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 117558 members 
Entering Unmasked Estep 
Score: -14923109.000000 Penalty: 3797.732666
	Iteration 54Q: 3 clusters Score -1.492311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 117558 members 
Entering Unmasked Estep 
Score: -14923115.000000 Penalty: 3797.732666
	Iteration 55Q: 3 clusters Score -1.492312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -14923114.000000 Penalty: 3797.732666
	Iteration 56Q: 3 clusters Score -1.492311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -14923113.000000 Penalty: 3797.732666
	Iteration 57Q: 3 clusters Score -1.492311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -14923099.000000 Penalty: 3797.732666
	Iteration 58Q: 3 clusters Score -1.49231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -14923109.000000 Penalty: 3797.732666
	Iteration 59Q: 3 clusters Score -1.492311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 117566 members 
Entering Unmasked Estep 
Score: -14923105.000000 Penalty: 3797.732666
	Iteration 60F: 3 clusters Score -1.49231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -14923100.000000 Penalty: 3797.732666
	Iteration 61Q: 3 clusters Score -1.49231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 117574 members 
Entering Unmasked Estep 
Score: -14923092.000000 Penalty: 3797.732666
	Iteration 62Q: 3 clusters Score -1.492309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -14923087.000000 Penalty: 3797.732666
	Iteration 63Q: 3 clusters Score -1.492309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -14923093.000000 Penalty: 3797.732666
	Iteration 64Q: 3 clusters Score -1.492309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -14923089.000000 Penalty: 3797.732666
	Iteration 65Q: 3 clusters Score -1.492309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 117603 members 
Entering Unmasked Estep 
Score: -14923093.000000 Penalty: 3797.732666
	Iteration 66Q: 3 clusters Score -1.492309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -14923089.000000 Penalty: 3797.732666
	Iteration 67Q: 3 clusters Score -1.492309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -14923089.000000 Penalty: 3797.732666
	Iteration 68F: 3 clusters Score -1.492309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -75077.664062 Penalty: 1072.479004
	Iteration 0F: 2 clusters Score -75077.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73851.335938 Penalty: 2144.958008
	Iteration 0F: 3 clusters Score -73851.34 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74110.351562 Penalty: 2144.958008
	Iteration 1F: 3 clusters Score -74110.35 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74307.367188 Penalty: 2144.958008
	Iteration 2F: 3 clusters Score -74307.37 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74456.398438 Penalty: 2144.958008
	Iteration 3F: 3 clusters Score -74456.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -74571.625000 Penalty: 2144.958008
	Iteration 4F: 3 clusters Score -74571.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -74697.539062 Penalty: 2144.958008
	Iteration 5F: 3 clusters Score -74697.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74803.351562 Penalty: 2144.958008
	Iteration 6F: 3 clusters Score -74803.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74851.703125 Penalty: 2144.958008
	Iteration 7Q: 3 clusters Score -74851.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74879.851562 Penalty: 2144.958008
	Iteration 8Q: 3 clusters Score -74879.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -74905.250000 Penalty: 2144.958008
	Iteration 9Q: 3 clusters Score -74905.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74924.781250 Penalty: 2144.958008
	Iteration 10Q: 3 clusters Score -74924.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74935.640625 Penalty: 2144.958008
	Iteration 11Q: 3 clusters Score -74935.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74942.007812 Penalty: 2144.958008
	Iteration 12Q: 3 clusters Score -74942.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74947.335938 Penalty: 2144.958008
	Iteration 13Q: 3 clusters Score -74947.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74950.546875 Penalty: 2144.958008
	Iteration 14Q: 3 clusters Score -74950.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74950.546875 Penalty: 2144.958008
	Iteration 15F: 3 clusters Score -74950.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (113013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Entering Unmasked Estep 
Score: -14293261.000000 Penalty: 1890.729370
	Iteration 0F: 2 clusters Score -1.429326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -14219940.000000 Penalty: 3781.458740
	Iteration 0F: 3 clusters Score -1.421994e+07 nChanged 54195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -14250995.000000 Penalty: 3781.458740
	Iteration 1F: 3 clusters Score -1.4251e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -14251496.000000 Penalty: 3781.458740
	Iteration 2Q: 3 clusters Score -1.42515e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -14252252.000000 Penalty: 3781.458740
	Iteration 3Q: 3 clusters Score -1.425225e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -14253117.000000 Penalty: 3781.458740
	Iteration 4Q: 3 clusters Score -1.425312e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -14254530.000000 Penalty: 3781.458740
	Iteration 5Q: 3 clusters Score -1.425453e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -14256749.000000 Penalty: 3781.458740
	Iteration 6Q: 3 clusters Score -1.425675e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -14260362.000000 Penalty: 3781.458740
	Iteration 7F: 3 clusters Score -1.426036e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -14266083.000000 Penalty: 3781.458740
	Iteration 8F: 3 clusters Score -1.426608e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -14273719.000000 Penalty: 3781.458740
	Iteration 9F: 3 clusters Score -1.427372e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -14281336.000000 Penalty: 3781.458740
	Iteration 10F: 3 clusters Score -1.428134e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -14287177.000000 Penalty: 3781.458740
	Iteration 11F: 3 clusters Score -1.428718e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -14290369.000000 Penalty: 3781.458740
	Iteration 12Q: 3 clusters Score -1.429037e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109316 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -14291546.000000 Penalty: 3781.458740
	Iteration 13Q: 3 clusters Score -1.429155e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -14292141.000000 Penalty: 3781.458740
	Iteration 14Q: 3 clusters Score -1.429214e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110845 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -14292333.000000 Penalty: 3781.458740
	Iteration 15Q: 3 clusters Score -1.429233e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -14292407.000000 Penalty: 3781.458740
	Iteration 16Q: 3 clusters Score -1.429241e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14292491.000000 Penalty: 3781.458740
	Iteration 17Q: 3 clusters Score -1.429249e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -14292524.000000 Penalty: 3781.458740
	Iteration 18Q: 3 clusters Score -1.429252e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14292534.000000 Penalty: 3781.458740
	Iteration 19Q: 3 clusters Score -1.429253e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14292552.000000 Penalty: 3781.458740
	Iteration 20F: 3 clusters Score -1.429255e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -14292557.000000 Penalty: 3781.458740
	Iteration 21Q: 3 clusters Score -1.429256e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111628 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14292573.000000 Penalty: 3781.458740
	Iteration 22Q: 3 clusters Score -1.429257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14292570.000000 Penalty: 3781.458740
	Iteration 23Q: 3 clusters Score -1.429257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -14292565.000000 Penalty: 3781.458740
	Iteration 24Q: 3 clusters Score -1.429256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14292572.000000 Penalty: 3781.458740
	Iteration 25Q: 3 clusters Score -1.429257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111708 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14292573.000000 Penalty: 3781.458740
	Iteration 26Q: 3 clusters Score -1.429257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111725 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -14292574.000000 Penalty: 3781.458740
	Iteration 27Q: 3 clusters Score -1.429257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14292566.000000 Penalty: 3781.458740
	Iteration 28Q: 3 clusters Score -1.429257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111753 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -14292559.000000 Penalty: 3781.458740
	Iteration 29Q: 3 clusters Score -1.429256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14292570.000000 Penalty: 3781.458740
	Iteration 30Q: 3 clusters Score -1.429257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111773 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -14292578.000000 Penalty: 3781.458740
	Iteration 31Q: 3 clusters Score -1.429258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14292561.000000 Penalty: 3781.458740
	Iteration 32Q: 3 clusters Score -1.429256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14292577.000000 Penalty: 3781.458740
	Iteration 33Q: 3 clusters Score -1.429258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14292570.000000 Penalty: 3781.458740
	Iteration 34Q: 3 clusters Score -1.429257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111818 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -14292582.000000 Penalty: 3781.458740
	Iteration 35Q: 3 clusters Score -1.429258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111824 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14292577.000000 Penalty: 3781.458740
	Iteration 36Q: 3 clusters Score -1.429258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14292571.000000 Penalty: 3781.458740
	Iteration 37Q: 3 clusters Score -1.429257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14292579.000000 Penalty: 3781.458740
	Iteration 38Q: 3 clusters Score -1.429258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111832 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14292567.000000 Penalty: 3781.458740
	Iteration 39Q: 3 clusters Score -1.429257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -14292566.000000 Penalty: 3781.458740
	Iteration 40F: 3 clusters Score -1.429257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -14306.906250 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -14306.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13661.171875 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -13661.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13796.702148 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -13796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13816.899414 Penalty: 1706.988892
	Iteration 2Q: 3 clusters Score -13816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13827.330078 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -13827.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13834.666016 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -13834.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13837.414062 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -13837.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13837.414062 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -13837.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Entering Unmasked Estep 
Score: -1182929.000000 Penalty: 1490.131348
	Iteration 0F: 2 clusters Score -1182929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1175951.500000 Penalty: 2980.262695
	Iteration 0F: 3 clusters Score -1175952 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1178335.625000 Penalty: 2980.262695
	Iteration 1F: 3 clusters Score -1178336 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1178688.875000 Penalty: 2980.262695
	Iteration 2F: 3 clusters Score -1178689 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1179045.875000 Penalty: 2980.262695
	Iteration 3F: 3 clusters Score -1179046 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1179416.250000 Penalty: 2980.262695
	Iteration 4F: 3 clusters Score -1179416 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1179806.625000 Penalty: 2980.262695
	Iteration 5F: 3 clusters Score -1179807 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1180153.750000 Penalty: 2980.262695
	Iteration 6F: 3 clusters Score -1180154 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1180413.250000 Penalty: 2980.262695
	Iteration 7Q: 3 clusters Score -1180413 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1180600.625000 Penalty: 2980.262695
	Iteration 8Q: 3 clusters Score -1180601 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1180735.000000 Penalty: 2980.262695
	Iteration 9Q: 3 clusters Score -1180735 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1180850.500000 Penalty: 2980.262695
	Iteration 10Q: 3 clusters Score -1180850 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1180946.625000 Penalty: 2980.262695
	Iteration 11Q: 3 clusters Score -1180947 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1181010.750000 Penalty: 2980.262695
	Iteration 12Q: 3 clusters Score -1181011 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1181066.125000 Penalty: 2980.262695
	Iteration 13Q: 3 clusters Score -1181066 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1181131.375000 Penalty: 2980.262695
	Iteration 14Q: 3 clusters Score -1181131 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1181185.500000 Penalty: 2980.262695
	Iteration 15Q: 3 clusters Score -1181186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1181241.000000 Penalty: 2980.262695
	Iteration 16Q: 3 clusters Score -1181241 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1181292.500000 Penalty: 2980.262695
	Iteration 17Q: 3 clusters Score -1181292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1181347.625000 Penalty: 2980.262695
	Iteration 18Q: 3 clusters Score -1181348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1181392.875000 Penalty: 2980.262695
	Iteration 19Q: 3 clusters Score -1181393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1181439.500000 Penalty: 2980.262695
	Iteration 20F: 3 clusters Score -1181440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1181474.125000 Penalty: 2980.262695
	Iteration 21Q: 3 clusters Score -1181474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1181515.125000 Penalty: 2980.262695
	Iteration 22Q: 3 clusters Score -1181515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1181558.375000 Penalty: 2980.262695
	Iteration 23Q: 3 clusters Score -1181558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1181600.125000 Penalty: 2980.262695
	Iteration 24Q: 3 clusters Score -1181600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1181632.125000 Penalty: 2980.262695
	Iteration 25Q: 3 clusters Score -1181632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1181662.250000 Penalty: 2980.262695
	Iteration 26Q: 3 clusters Score -1181662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1181700.750000 Penalty: 2980.262695
	Iteration 27Q: 3 clusters Score -1181701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1181722.125000 Penalty: 2980.262695
	Iteration 28Q: 3 clusters Score -1181722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1181743.625000 Penalty: 2980.262695
	Iteration 29Q: 3 clusters Score -1181744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1181762.500000 Penalty: 2980.262695
	Iteration 30Q: 3 clusters Score -1181762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1181783.375000 Penalty: 2980.262695
	Iteration 31Q: 3 clusters Score -1181783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1181795.125000 Penalty: 2980.262695
	Iteration 32Q: 3 clusters Score -1181795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1181805.375000 Penalty: 2980.262695
	Iteration 33Q: 3 clusters Score -1181805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1181814.125000 Penalty: 2980.262695
	Iteration 34Q: 3 clusters Score -1181814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1181824.375000 Penalty: 2980.262695
	Iteration 35Q: 3 clusters Score -1181824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1181826.375000 Penalty: 2980.262695
	Iteration 36Q: 3 clusters Score -1181826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1181832.625000 Penalty: 2980.262695
	Iteration 37Q: 3 clusters Score -1181833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1181838.250000 Penalty: 2980.262695
	Iteration 38Q: 3 clusters Score -1181838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1181843.250000 Penalty: 2980.262695
	Iteration 39Q: 3 clusters Score -1181843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1181844.625000 Penalty: 2980.262695
	Iteration 40F: 3 clusters Score -1181845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1181850.250000 Penalty: 2980.262695
	Iteration 41Q: 3 clusters Score -1181850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1181850.875000 Penalty: 2980.262695
	Iteration 42Q: 3 clusters Score -1181851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1181853.500000 Penalty: 2980.262695
	Iteration 43Q: 3 clusters Score -1181854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1181857.125000 Penalty: 2980.262695
	Iteration 44Q: 3 clusters Score -1181857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1181858.750000 Penalty: 2980.262695
	Iteration 45Q: 3 clusters Score -1181859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1181859.250000 Penalty: 2980.262695
	Iteration 46Q: 3 clusters Score -1181859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1181858.625000 Penalty: 2980.262695
	Iteration 47Q: 3 clusters Score -1181859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1181860.875000 Penalty: 2980.262695
	Iteration 48Q: 3 clusters Score -1181861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1181862.625000 Penalty: 2980.262695
	Iteration 49Q: 3 clusters Score -1181863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1181862.625000 Penalty: 2980.262695
	Iteration 50Q: 3 clusters Score -1181863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1181862.625000 Penalty: 2980.262695
	Iteration 51F: 3 clusters Score -1181863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -37300.949219 Penalty: 976.032410
	Iteration 0F: 2 clusters Score -37300.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -36436.921875 Penalty: 1952.064819
	Iteration 0F: 3 clusters Score -36436.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36919.906250 Penalty: 1952.064819
	Iteration 1F: 3 clusters Score -36919.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37229.488281 Penalty: 1952.064819
	Iteration 2F: 3 clusters Score -37229.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37361.761719 Penalty: 1952.064819
	Iteration 3Q: 3 clusters Score -37361.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37408.410156 Penalty: 1952.064819
	Iteration 4Q: 3 clusters Score -37408.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37457.085938 Penalty: 1952.064819
	Iteration 5Q: 3 clusters Score -37457.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37504.335938 Penalty: 1952.064819
	Iteration 6Q: 3 clusters Score -37504.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37550.515625 Penalty: 1952.064819
	Iteration 7Q: 3 clusters Score -37550.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37590.300781 Penalty: 1952.064819
	Iteration 8Q: 3 clusters Score -37590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37608.875000 Penalty: 1952.064819
	Iteration 9Q: 3 clusters Score -37608.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37621.171875 Penalty: 1952.064819
	Iteration 10Q: 3 clusters Score -37621.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37626.539062 Penalty: 1952.064819
	Iteration 11Q: 3 clusters Score -37626.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37626.539062 Penalty: 1952.064819
	Iteration 12F: 3 clusters Score -37626.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 15623 members 
Mstep: Class 41 contains 211 members 
Entering Unmasked Estep 
Score: -141719152.000000 Penalty: 93015.281250
Splitting cluster 23 changes total score from -141718144.000000 to -141719152.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 24 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -224968.484375 Penalty: 1213.540649
	Iteration 0F: 2 clusters Score -224968.5 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 897 members 
Entering Unmasked Estep 
Score: -223026.140625 Penalty: 2427.081299
	Iteration 0F: 3 clusters Score -223026.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -223393.750000 Penalty: 2427.081299
	Iteration 1F: 3 clusters Score -223393.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223491.484375 Penalty: 2427.081299
	Iteration 2F: 3 clusters Score -223491.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223541.843750 Penalty: 2427.081299
	Iteration 3Q: 3 clusters Score -223541.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223574.203125 Penalty: 2427.081299
	Iteration 4Q: 3 clusters Score -223574.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -223600.703125 Penalty: 2427.081299
	Iteration 5Q: 3 clusters Score -223600.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -223618.296875 Penalty: 2427.081299
	Iteration 6Q: 3 clusters Score -223618.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223628.593750 Penalty: 2427.081299
	Iteration 7Q: 3 clusters Score -223628.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -223632.734375 Penalty: 2427.081299
	Iteration 8Q: 3 clusters Score -223632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -223637.640625 Penalty: 2427.081299
	Iteration 9Q: 3 clusters Score -223637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -223639.718750 Penalty: 2427.081299
	Iteration 10Q: 3 clusters Score -223639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -223644.062500 Penalty: 2427.081299
	Iteration 11Q: 3 clusters Score -223644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -223649.046875 Penalty: 2427.081299
	Iteration 12Q: 3 clusters Score -223649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223653.328125 Penalty: 2427.081299
	Iteration 13Q: 3 clusters Score -223653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -223654.875000 Penalty: 2427.081299
	Iteration 14Q: 3 clusters Score -223654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -223657.734375 Penalty: 2427.081299
	Iteration 15Q: 3 clusters Score -223657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223661.250000 Penalty: 2427.081299
	Iteration 16Q: 3 clusters Score -223661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -223668.093750 Penalty: 2427.081299
	Iteration 17Q: 3 clusters Score -223668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223671.296875 Penalty: 2427.081299
	Iteration 18Q: 3 clusters Score -223671.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -223674.531250 Penalty: 2427.081299
	Iteration 19Q: 3 clusters Score -223674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -223675.125000 Penalty: 2427.081299
	Iteration 20F: 3 clusters Score -223675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -223675.359375 Penalty: 2427.081299
	Iteration 21Q: 3 clusters Score -223675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -223675.718750 Penalty: 2427.081299
	Iteration 22Q: 3 clusters Score -223675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -223676.671875 Penalty: 2427.081299
	Iteration 23Q: 3 clusters Score -223676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -223677.406250 Penalty: 2427.081299
	Iteration 24Q: 3 clusters Score -223677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -223677.968750 Penalty: 2427.081299
	Iteration 25Q: 3 clusters Score -223678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -223677.968750 Penalty: 2427.081299
	Iteration 26F: 3 clusters Score -223678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -281136.062500 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -281136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -278887.500000 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -278887.5 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -279452.656250 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -279452.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279632.312500 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -279632.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -279801.343750 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -279801.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -279980.906250 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -279980.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -280171.843750 Penalty: 2522.013184
	Iteration 5F: 3 clusters Score -280171.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -280313.906250 Penalty: 2522.013184
	Iteration 6F: 3 clusters Score -280313.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -280438.625000 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -280438.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -280560.531250 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -280560.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -280649.031250 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -280649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -280701.218750 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -280701.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -280723.531250 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -280723.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -280746.531250 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -280746.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -280770.781250 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -280770.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -280787.718750 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -280787.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -280799.812500 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -280799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -280813.312500 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -280813.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -280824.062500 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -280824.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -280829.343750 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -280829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -280833.375000 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -280833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -280836.312500 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -280836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -280838.625000 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -280838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -280838.843750 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -280838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -280839.093750 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -280839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -280840.312500 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -280840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -280841.687500 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -280841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -280843.906250 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -280843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -280845.750000 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -280845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -280845.750000 Penalty: 2522.013184
	Iteration 28F: 3 clusters Score -280845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -66265.523438 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -66265.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65224.722656 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -65224.72 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65602.937500 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -65602.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65730.843750 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -65730.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65819.562500 Penalty: 2102.506348
	Iteration 3F: 3 clusters Score -65819.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65865.335938 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -65865.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65889.734375 Penalty: 2102.506348
	Iteration 5Q: 3 clusters Score -65889.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65915.953125 Penalty: 2102.506348
	Iteration 6Q: 3 clusters Score -65915.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65936.531250 Penalty: 2102.506348
	Iteration 7Q: 3 clusters Score -65936.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65948.546875 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -65948.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65961.492188 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -65961.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65967.765625 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -65967.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65967.765625 Penalty: 2102.506348
	Iteration 11F: 3 clusters Score -65967.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Entering Unmasked Estep 
Score: -1932814.625000 Penalty: 1570.980957
	Iteration 0F: 2 clusters Score -1932815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1921959.500000 Penalty: 3141.961914
	Iteration 0F: 3 clusters Score -1921960 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1925896.500000 Penalty: 3141.961914
	Iteration 1F: 3 clusters Score -1925896 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1926334.750000 Penalty: 3141.961914
	Iteration 2F: 3 clusters Score -1926335 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1926797.250000 Penalty: 3141.961914
	Iteration 3F: 3 clusters Score -1926797 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1927318.625000 Penalty: 3141.961914
	Iteration 4F: 3 clusters Score -1927319 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1927924.625000 Penalty: 3141.961914
	Iteration 5F: 3 clusters Score -1927925 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1928569.750000 Penalty: 3141.961914
	Iteration 6F: 3 clusters Score -1928570 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1929188.750000 Penalty: 3141.961914
	Iteration 7F: 3 clusters Score -1929189 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1929762.375000 Penalty: 3141.961914
	Iteration 8Q: 3 clusters Score -1929762 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1930207.625000 Penalty: 3141.961914
	Iteration 9Q: 3 clusters Score -1930208 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1930556.750000 Penalty: 3141.961914
	Iteration 10Q: 3 clusters Score -1930557 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1930813.500000 Penalty: 3141.961914
	Iteration 11Q: 3 clusters Score -1930814 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1930999.500000 Penalty: 3141.961914
	Iteration 12Q: 3 clusters Score -1931000 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1931141.125000 Penalty: 3141.961914
	Iteration 13Q: 3 clusters Score -1931141 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1931242.875000 Penalty: 3141.961914
	Iteration 14Q: 3 clusters Score -1931243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1931308.625000 Penalty: 3141.961914
	Iteration 15Q: 3 clusters Score -1931309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1931343.750000 Penalty: 3141.961914
	Iteration 16Q: 3 clusters Score -1931344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1931376.750000 Penalty: 3141.961914
	Iteration 17Q: 3 clusters Score -1931377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1931408.625000 Penalty: 3141.961914
	Iteration 18Q: 3 clusters Score -1931409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1931420.375000 Penalty: 3141.961914
	Iteration 19Q: 3 clusters Score -1931420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1931433.500000 Penalty: 3141.961914
	Iteration 20F: 3 clusters Score -1931434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1931442.500000 Penalty: 3141.961914
	Iteration 21Q: 3 clusters Score -1931442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1931450.625000 Penalty: 3141.961914
	Iteration 22Q: 3 clusters Score -1931451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1931461.750000 Penalty: 3141.961914
	Iteration 23Q: 3 clusters Score -1931462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1931478.250000 Penalty: 3141.961914
	Iteration 24Q: 3 clusters Score -1931478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1931494.125000 Penalty: 3141.961914
	Iteration 25Q: 3 clusters Score -1931494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1931504.000000 Penalty: 3141.961914
	Iteration 26Q: 3 clusters Score -1931504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1931512.375000 Penalty: 3141.961914
	Iteration 27Q: 3 clusters Score -1931512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1931518.250000 Penalty: 3141.961914
	Iteration 28Q: 3 clusters Score -1931518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1931520.125000 Penalty: 3141.961914
	Iteration 29Q: 3 clusters Score -1931520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1931519.625000 Penalty: 3141.961914
	Iteration 30Q: 3 clusters Score -1931520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1931517.875000 Penalty: 3141.961914
	Iteration 31Q: 3 clusters Score -1931518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1931519.875000 Penalty: 3141.961914
	Iteration 32Q: 3 clusters Score -1931520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1931522.000000 Penalty: 3141.961914
	Iteration 33Q: 3 clusters Score -1931522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1931527.625000 Penalty: 3141.961914
	Iteration 34Q: 3 clusters Score -1931528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1931532.000000 Penalty: 3141.961914
	Iteration 35Q: 3 clusters Score -1931532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1931534.750000 Penalty: 3141.961914
	Iteration 36Q: 3 clusters Score -1931535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1931536.500000 Penalty: 3141.961914
	Iteration 37Q: 3 clusters Score -1931536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1931535.125000 Penalty: 3141.961914
	Iteration 38Q: 3 clusters Score -1931535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1931539.375000 Penalty: 3141.961914
	Iteration 39Q: 3 clusters Score -1931539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1931538.750000 Penalty: 3141.961914
	Iteration 40F: 3 clusters Score -1931539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1931539.500000 Penalty: 3141.961914
	Iteration 41Q: 3 clusters Score -1931540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1931542.250000 Penalty: 3141.961914
	Iteration 42Q: 3 clusters Score -1931542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1931545.000000 Penalty: 3141.961914
	Iteration 43Q: 3 clusters Score -1931545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1931546.500000 Penalty: 3141.961914
	Iteration 44Q: 3 clusters Score -1931546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1931551.250000 Penalty: 3141.961914
	Iteration 45Q: 3 clusters Score -1931551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1931552.000000 Penalty: 3141.961914
	Iteration 46Q: 3 clusters Score -1931552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1931555.625000 Penalty: 3141.961914
	Iteration 47Q: 3 clusters Score -1931556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1931557.000000 Penalty: 3141.961914
	Iteration 48Q: 3 clusters Score -1931557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1931558.500000 Penalty: 3141.961914
	Iteration 49Q: 3 clusters Score -1931558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1931558.500000 Penalty: 3141.961914
	Iteration 50F: 3 clusters Score -1931558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Entering Unmasked Estep 
Score: -2375097.750000 Penalty: 1598.264893
	Iteration 0F: 2 clusters Score -2375098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2362302.250000 Penalty: 3196.529785
	Iteration 0F: 3 clusters Score -2362302 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2366973.000000 Penalty: 3196.529785
	Iteration 1F: 3 clusters Score -2366973 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2367336.500000 Penalty: 3196.529785
	Iteration 2F: 3 clusters Score -2367336 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2367707.750000 Penalty: 3196.529785
	Iteration 3Q: 3 clusters Score -2367708 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2368114.250000 Penalty: 3196.529785
	Iteration 4Q: 3 clusters Score -2368114 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2368578.250000 Penalty: 3196.529785
	Iteration 5Q: 3 clusters Score -2368578 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2369141.250000 Penalty: 3196.529785
	Iteration 6F: 3 clusters Score -2369141 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2369770.250000 Penalty: 3196.529785
	Iteration 7F: 3 clusters Score -2369770 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2370504.000000 Penalty: 3196.529785
	Iteration 8F: 3 clusters Score -2370504 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2371240.000000 Penalty: 3196.529785
	Iteration 9Q: 3 clusters Score -2371240 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2371856.500000 Penalty: 3196.529785
	Iteration 10Q: 3 clusters Score -2371856 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2372292.250000 Penalty: 3196.529785
	Iteration 11Q: 3 clusters Score -2372292 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2372613.000000 Penalty: 3196.529785
	Iteration 12Q: 3 clusters Score -2372613 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2372829.250000 Penalty: 3196.529785
	Iteration 13Q: 3 clusters Score -2372829 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2372970.250000 Penalty: 3196.529785
	Iteration 14Q: 3 clusters Score -2372970 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2373083.250000 Penalty: 3196.529785
	Iteration 15Q: 3 clusters Score -2373083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2373193.250000 Penalty: 3196.529785
	Iteration 16Q: 3 clusters Score -2373193 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2373293.500000 Penalty: 3196.529785
	Iteration 17Q: 3 clusters Score -2373294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2373372.750000 Penalty: 3196.529785
	Iteration 18Q: 3 clusters Score -2373373 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2373431.250000 Penalty: 3196.529785
	Iteration 19Q: 3 clusters Score -2373431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2373487.500000 Penalty: 3196.529785
	Iteration 20F: 3 clusters Score -2373488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2373518.000000 Penalty: 3196.529785
	Iteration 21Q: 3 clusters Score -2373518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2373558.500000 Penalty: 3196.529785
	Iteration 22Q: 3 clusters Score -2373558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2373584.000000 Penalty: 3196.529785
	Iteration 23Q: 3 clusters Score -2373584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2373613.750000 Penalty: 3196.529785
	Iteration 24Q: 3 clusters Score -2373614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2373643.500000 Penalty: 3196.529785
	Iteration 25Q: 3 clusters Score -2373644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2373661.250000 Penalty: 3196.529785
	Iteration 26Q: 3 clusters Score -2373661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2373679.000000 Penalty: 3196.529785
	Iteration 27Q: 3 clusters Score -2373679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2373689.500000 Penalty: 3196.529785
	Iteration 28Q: 3 clusters Score -2373690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2373698.000000 Penalty: 3196.529785
	Iteration 29Q: 3 clusters Score -2373698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2373708.250000 Penalty: 3196.529785
	Iteration 30Q: 3 clusters Score -2373708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2373712.750000 Penalty: 3196.529785
	Iteration 31Q: 3 clusters Score -2373713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2373723.000000 Penalty: 3196.529785
	Iteration 32Q: 3 clusters Score -2373723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2373727.000000 Penalty: 3196.529785
	Iteration 33Q: 3 clusters Score -2373727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2373737.750000 Penalty: 3196.529785
	Iteration 34Q: 3 clusters Score -2373738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2373743.500000 Penalty: 3196.529785
	Iteration 35Q: 3 clusters Score -2373744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2373743.750000 Penalty: 3196.529785
	Iteration 36Q: 3 clusters Score -2373744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2373752.000000 Penalty: 3196.529785
	Iteration 37Q: 3 clusters Score -2373752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2373754.500000 Penalty: 3196.529785
	Iteration 38Q: 3 clusters Score -2373754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2373757.250000 Penalty: 3196.529785
	Iteration 39Q: 3 clusters Score -2373757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2373758.000000 Penalty: 3196.529785
	Iteration 40F: 3 clusters Score -2373758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2373762.750000 Penalty: 3196.529785
	Iteration 41Q: 3 clusters Score -2373763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2373764.250000 Penalty: 3196.529785
	Iteration 42Q: 3 clusters Score -2373764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2373764.250000 Penalty: 3196.529785
	Iteration 43Q: 3 clusters Score -2373764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2373763.000000 Penalty: 3196.529785
	Iteration 44Q: 3 clusters Score -2373763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2373766.250000 Penalty: 3196.529785
	Iteration 45Q: 3 clusters Score -2373766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2373766.000000 Penalty: 3196.529785
	Iteration 46Q: 3 clusters Score -2373766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2373771.750000 Penalty: 3196.529785
	Iteration 47Q: 3 clusters Score -2373772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2373776.750000 Penalty: 3196.529785
	Iteration 48Q: 3 clusters Score -2373777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2373782.250000 Penalty: 3196.529785
	Iteration 49Q: 3 clusters Score -2373782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2373786.750000 Penalty: 3196.529785
	Iteration 50Q: 3 clusters Score -2373787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2373788.500000 Penalty: 3196.529785
	Iteration 51Q: 3 clusters Score -2373788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2373788.000000 Penalty: 3196.529785
	Iteration 52Q: 3 clusters Score -2373788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2373793.250000 Penalty: 3196.529785
	Iteration 53Q: 3 clusters Score -2373793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2373796.000000 Penalty: 3196.529785
	Iteration 54Q: 3 clusters Score -2373796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2373796.500000 Penalty: 3196.529785
	Iteration 55Q: 3 clusters Score -2373796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2373796.500000 Penalty: 3196.529785
	Iteration 56F: 3 clusters Score -2373796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -98945.015625 Penalty: 1102.841553
	Iteration 0F: 2 clusters Score -98945.02 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 452 members 
Entering Unmasked Estep 
Score: -97632.015625 Penalty: 2205.683105
	Iteration 0F: 3 clusters Score -97632.02 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97939.398438 Penalty: 2205.683105
	Iteration 1F: 3 clusters Score -97939.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98108.054688 Penalty: 2205.683105
	Iteration 2F: 3 clusters Score -98108.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98305.656250 Penalty: 2205.683105
	Iteration 3F: 3 clusters Score -98305.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98460.554688 Penalty: 2205.683105
	Iteration 4F: 3 clusters Score -98460.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98597.218750 Penalty: 2205.683105
	Iteration 5F: 3 clusters Score -98597.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98649.093750 Penalty: 2205.683105
	Iteration 6Q: 3 clusters Score -98649.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98663.320312 Penalty: 2205.683105
	Iteration 7Q: 3 clusters Score -98663.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98673.875000 Penalty: 2205.683105
	Iteration 8Q: 3 clusters Score -98673.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98677.226562 Penalty: 2205.683105
	Iteration 9Q: 3 clusters Score -98677.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98679.617188 Penalty: 2205.683105
	Iteration 10Q: 3 clusters Score -98679.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98679.984375 Penalty: 2205.683105
	Iteration 11Q: 3 clusters Score -98679.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98679.984375 Penalty: 2205.683105
	Iteration 12F: 3 clusters Score -98679.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (131070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131070 members 
Entering Unmasked Estep 
Score: -16577378.000000 Penalty: 1914.816528
	Iteration 0F: 2 clusters Score -1.657738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -16497367.000000 Penalty: 3829.633057
	Iteration 0F: 3 clusters Score -1.649737e+07 nChanged 63178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -16534779.000000 Penalty: 3829.633057
	Iteration 1F: 3 clusters Score -1.653478e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -16535891.000000 Penalty: 3829.633057
	Iteration 2Q: 3 clusters Score -1.653589e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -16537339.000000 Penalty: 3829.633057
	Iteration 3Q: 3 clusters Score -1.653734e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -16539460.000000 Penalty: 3829.633057
	Iteration 4Q: 3 clusters Score -1.653946e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -16542922.000000 Penalty: 3829.633057
	Iteration 5F: 3 clusters Score -1.654292e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -16548001.000000 Penalty: 3829.633057
	Iteration 6F: 3 clusters Score -1.6548e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -16555435.000000 Penalty: 3829.633057
	Iteration 7F: 3 clusters Score -1.655544e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -16562633.000000 Penalty: 3829.633057
	Iteration 8F: 3 clusters Score -1.656263e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -16566840.000000 Penalty: 3829.633057
	Iteration 9F: 3 clusters Score -1.656684e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -16568492.000000 Penalty: 3829.633057
	Iteration 10Q: 3 clusters Score -1.656849e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -16569422.000000 Penalty: 3829.633057
	Iteration 11Q: 3 clusters Score -1.656942e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -16570317.000000 Penalty: 3829.633057
	Iteration 12Q: 3 clusters Score -1.657032e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -16571069.000000 Penalty: 3829.633057
	Iteration 13Q: 3 clusters Score -1.657107e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -16571866.000000 Penalty: 3829.633057
	Iteration 14Q: 3 clusters Score -1.657187e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -16572405.000000 Penalty: 3829.633057
	Iteration 15Q: 3 clusters Score -1.65724e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -16572990.000000 Penalty: 3829.633057
	Iteration 16Q: 3 clusters Score -1.657299e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -16573427.000000 Penalty: 3829.633057
	Iteration 17Q: 3 clusters Score -1.657343e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -16573772.000000 Penalty: 3829.633057
	Iteration 18Q: 3 clusters Score -1.657377e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -16574217.000000 Penalty: 3829.633057
	Iteration 19Q: 3 clusters Score -1.657422e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -16574654.000000 Penalty: 3829.633057
	Iteration 20F: 3 clusters Score -1.657465e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -16575025.000000 Penalty: 3829.633057
	Iteration 21Q: 3 clusters Score -1.657502e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -16575365.000000 Penalty: 3829.633057
	Iteration 22Q: 3 clusters Score -1.657536e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -16575618.000000 Penalty: 3829.633057
	Iteration 23Q: 3 clusters Score -1.657562e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -16575881.000000 Penalty: 3829.633057
	Iteration 24Q: 3 clusters Score -1.657588e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -16576080.000000 Penalty: 3829.633057
	Iteration 25Q: 3 clusters Score -1.657608e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -16576136.000000 Penalty: 3829.633057
	Iteration 26Q: 3 clusters Score -1.657614e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -16576314.000000 Penalty: 3829.633057
	Iteration 27Q: 3 clusters Score -1.657631e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -16576358.000000 Penalty: 3829.633057
	Iteration 28Q: 3 clusters Score -1.657636e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -16576403.000000 Penalty: 3829.633057
	Iteration 29Q: 3 clusters Score -1.65764e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 114786 members 
Entering Unmasked Estep 
Score: -16576411.000000 Penalty: 3829.633057
	Iteration 30Q: 3 clusters Score -1.657641e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -16576404.000000 Penalty: 3829.633057
	Iteration 31Q: 3 clusters Score -1.65764e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 116960 members 
Entering Unmasked Estep 
Score: -16576274.000000 Penalty: 3829.633057
	Iteration 32Q: 3 clusters Score -1.657627e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -16576341.000000 Penalty: 3829.633057
	Iteration 33Q: 3 clusters Score -1.657634e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -16576295.000000 Penalty: 3829.633057
	Iteration 34Q: 3 clusters Score -1.65763e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 119949 members 
Entering Unmasked Estep 
Score: -16576286.000000 Penalty: 3829.633057
	Iteration 35Q: 3 clusters Score -1.657629e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -16576263.000000 Penalty: 3829.633057
	Iteration 36Q: 3 clusters Score -1.657626e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 121700 members 
Entering Unmasked Estep 
Score: -16576323.000000 Penalty: 3829.633057
	Iteration 37Q: 3 clusters Score -1.657632e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -16576272.000000 Penalty: 3829.633057
	Iteration 38Q: 3 clusters Score -1.657627e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 123299 members 
Entering Unmasked Estep 
Score: -16576222.000000 Penalty: 3829.633057
	Iteration 39Q: 3 clusters Score -1.657622e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 124003 members 
Entering Unmasked Estep 
Score: -16576172.000000 Penalty: 3829.633057
	Iteration 40F: 3 clusters Score -1.657617e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -16576096.000000 Penalty: 3829.633057
	Iteration 41Q: 3 clusters Score -1.65761e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 125183 members 
Entering Unmasked Estep 
Score: -16576066.000000 Penalty: 3829.633057
	Iteration 42Q: 3 clusters Score -1.657607e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -16576052.000000 Penalty: 3829.633057
	Iteration 43Q: 3 clusters Score -1.657605e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 126166 members 
Entering Unmasked Estep 
Score: -16576045.000000 Penalty: 3829.633057
	Iteration 44Q: 3 clusters Score -1.657604e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 126587 members 
Entering Unmasked Estep 
Score: -16575992.000000 Penalty: 3829.633057
	Iteration 45Q: 3 clusters Score -1.657599e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 126975 members 
Entering Unmasked Estep 
Score: -16576013.000000 Penalty: 3829.633057
	Iteration 46Q: 3 clusters Score -1.657601e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 127319 members 
Entering Unmasked Estep 
Score: -16576057.000000 Penalty: 3829.633057
	Iteration 47Q: 3 clusters Score -1.657606e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -16576013.000000 Penalty: 3829.633057
	Iteration 48Q: 3 clusters Score -1.657601e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -16576060.000000 Penalty: 3829.633057
	Iteration 49Q: 3 clusters Score -1.657606e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 128167 members 
Entering Unmasked Estep 
Score: -16576044.000000 Penalty: 3829.633057
	Iteration 50Q: 3 clusters Score -1.657604e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -16576062.000000 Penalty: 3829.633057
	Iteration 51Q: 3 clusters Score -1.657606e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
Score: -16576080.000000 Penalty: 3829.633057
	Iteration 52Q: 3 clusters Score -1.657608e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 128762 members 
Entering Unmasked Estep 
Score: -16576106.000000 Penalty: 3829.633057
	Iteration 53Q: 3 clusters Score -1.657611e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -16576109.000000 Penalty: 3829.633057
	Iteration 54Q: 3 clusters Score -1.657611e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -16576059.000000 Penalty: 3829.633057
	Iteration 55Q: 3 clusters Score -1.657606e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 129142 members 
Entering Unmasked Estep 
Score: -16576032.000000 Penalty: 3829.633057
	Iteration 56Q: 3 clusters Score -1.657603e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -16576018.000000 Penalty: 3829.633057
	Iteration 57Q: 3 clusters Score -1.657602e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 129294 members 
Entering Unmasked Estep 
Score: -16576014.000000 Penalty: 3829.633057
	Iteration 58Q: 3 clusters Score -1.657601e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 129356 members 
Entering Unmasked Estep 
Score: -16576016.000000 Penalty: 3829.633057
	Iteration 59Q: 3 clusters Score -1.657602e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -16576009.000000 Penalty: 3829.633057
	Iteration 60F: 3 clusters Score -1.657601e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 129482 members 
Entering Unmasked Estep 
Score: -16575984.000000 Penalty: 3829.633057
	Iteration 61Q: 3 clusters Score -1.657598e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 129537 members 
Entering Unmasked Estep 
Score: -16575996.000000 Penalty: 3829.633057
	Iteration 62Q: 3 clusters Score -1.6576e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 129585 members 
Entering Unmasked Estep 
Score: -16575997.000000 Penalty: 3829.633057
	Iteration 63Q: 3 clusters Score -1.6576e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 129630 members 
Entering Unmasked Estep 
Score: -16576017.000000 Penalty: 3829.633057
	Iteration 64Q: 3 clusters Score -1.657602e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 129681 members 
Entering Unmasked Estep 
Score: -16576018.000000 Penalty: 3829.633057
	Iteration 65Q: 3 clusters Score -1.657602e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 129724 members 
Entering Unmasked Estep 
Score: -16576026.000000 Penalty: 3829.633057
	Iteration 66Q: 3 clusters Score -1.657603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -16576037.000000 Penalty: 3829.633057
	Iteration 67Q: 3 clusters Score -1.657604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 129777 members 
Entering Unmasked Estep 
Score: -16576026.000000 Penalty: 3829.633057
	Iteration 68Q: 3 clusters Score -1.657603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -16576032.000000 Penalty: 3829.633057
	Iteration 69Q: 3 clusters Score -1.657603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -16576026.000000 Penalty: 3829.633057
	Iteration 70Q: 3 clusters Score -1.657603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 129833 members 
Entering Unmasked Estep 
Score: -16576019.000000 Penalty: 3829.633057
	Iteration 71Q: 3 clusters Score -1.657602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 129850 members 
Entering Unmasked Estep 
Score: -16576009.000000 Penalty: 3829.633057
	Iteration 72Q: 3 clusters Score -1.657601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -16576030.000000 Penalty: 3829.633057
	Iteration 73Q: 3 clusters Score -1.657603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -16576037.000000 Penalty: 3829.633057
	Iteration 74Q: 3 clusters Score -1.657604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 129899 members 
Entering Unmasked Estep 
Score: -16576050.000000 Penalty: 3829.633057
	Iteration 75Q: 3 clusters Score -1.657605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -16576053.000000 Penalty: 3829.633057
	Iteration 76Q: 3 clusters Score -1.657605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -16576043.000000 Penalty: 3829.633057
	Iteration 77Q: 3 clusters Score -1.657604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -16576034.000000 Penalty: 3829.633057
	Iteration 78Q: 3 clusters Score -1.657603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 129960 members 
Entering Unmasked Estep 
Score: -16576035.000000 Penalty: 3829.633057
	Iteration 79Q: 3 clusters Score -1.657604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 129973 members 
Entering Unmasked Estep 
Score: -16576032.000000 Penalty: 3829.633057
	Iteration 80F: 3 clusters Score -1.657603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 129983 members 
Entering Unmasked Estep 
Score: -16576039.000000 Penalty: 3829.633057
	Iteration 81Q: 3 clusters Score -1.657604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -16576035.000000 Penalty: 3829.633057
	Iteration 82Q: 3 clusters Score -1.657604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -16576033.000000 Penalty: 3829.633057
	Iteration 83Q: 3 clusters Score -1.657603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 130002 members 
Entering Unmasked Estep 
Score: -16576031.000000 Penalty: 3829.633057
	Iteration 84Q: 3 clusters Score -1.657603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -16576033.000000 Penalty: 3829.633057
	Iteration 85Q: 3 clusters Score -1.657603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 130014 members 
Entering Unmasked Estep 
Score: -16576036.000000 Penalty: 3829.633057
	Iteration 86Q: 3 clusters Score -1.657604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -16576035.000000 Penalty: 3829.633057
	Iteration 87Q: 3 clusters Score -1.657604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 130036 members 
Entering Unmasked Estep 
Score: -16576049.000000 Penalty: 3829.633057
	Iteration 88Q: 3 clusters Score -1.657605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 130050 members 
Entering Unmasked Estep 
Score: -16576049.000000 Penalty: 3829.633057
	Iteration 89Q: 3 clusters Score -1.657605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 130057 members 
Entering Unmasked Estep 
Score: -16576046.000000 Penalty: 3829.633057
	Iteration 90Q: 3 clusters Score -1.657605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 130065 members 
Entering Unmasked Estep 
Score: -16576043.000000 Penalty: 3829.633057
	Iteration 91Q: 3 clusters Score -1.657604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 130075 members 
Entering Unmasked Estep 
Score: -16576049.000000 Penalty: 3829.633057
	Iteration 92Q: 3 clusters Score -1.657605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 130084 members 
Entering Unmasked Estep 
Score: -16576051.000000 Penalty: 3829.633057
	Iteration 93Q: 3 clusters Score -1.657605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -16576046.000000 Penalty: 3829.633057
	Iteration 94Q: 3 clusters Score -1.657605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -16576054.000000 Penalty: 3829.633057
	Iteration 95Q: 3 clusters Score -1.657605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 130101 members 
Entering Unmasked Estep 
Score: -16576060.000000 Penalty: 3829.633057
	Iteration 96Q: 3 clusters Score -1.657606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 130108 members 
Entering Unmasked Estep 
Score: -16576044.000000 Penalty: 3829.633057
	Iteration 97Q: 3 clusters Score -1.657604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 130110 members 
Entering Unmasked Estep 
Score: -16576048.000000 Penalty: 3829.633057
	Iteration 98Q: 3 clusters Score -1.657605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -16576036.000000 Penalty: 3829.633057
	Iteration 99Q: 3 clusters Score -1.657604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 130114 members 
Entering Unmasked Estep 
Score: -16576037.000000 Penalty: 3829.633057
	Iteration 100F: 3 clusters Score -1.657604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 130117 members 
Entering Unmasked Estep 
Score: -16576037.000000 Penalty: 3829.633057
	Iteration 101Q: 3 clusters Score -1.657604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -16576050.000000 Penalty: 3829.633057
	Iteration 102Q: 3 clusters Score -1.657605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 130128 members 
Entering Unmasked Estep 
Score: -16576065.000000 Penalty: 3829.633057
	Iteration 103Q: 3 clusters Score -1.657606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 130130 members 
Entering Unmasked Estep 
Score: -16576072.000000 Penalty: 3829.633057
	Iteration 104Q: 3 clusters Score -1.657607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 130133 members 
Entering Unmasked Estep 
Score: -16576068.000000 Penalty: 3829.633057
	Iteration 105Q: 3 clusters Score -1.657607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 130134 members 
Entering Unmasked Estep 
Score: -16576061.000000 Penalty: 3829.633057
	Iteration 106Q: 3 clusters Score -1.657606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -16576056.000000 Penalty: 3829.633057
	Iteration 107Q: 3 clusters Score -1.657606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -16576056.000000 Penalty: 3829.633057
	Iteration 108F: 3 clusters Score -1.657606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -462153.062500 Penalty: 1343.376953
	Iteration 0F: 2 clusters Score -462153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -458912.937500 Penalty: 2686.753906
	Iteration 0F: 3 clusters Score -458912.9 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -459711.218750 Penalty: 2686.753906
	Iteration 1F: 3 clusters Score -459711.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -459931.531250 Penalty: 2686.753906
	Iteration 2F: 3 clusters Score -459931.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -460132.406250 Penalty: 2686.753906
	Iteration 3F: 3 clusters Score -460132.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -460317.031250 Penalty: 2686.753906
	Iteration 4F: 3 clusters Score -460317 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -460485.812500 Penalty: 2686.753906
	Iteration 5F: 3 clusters Score -460485.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -460648.218750 Penalty: 2686.753906
	Iteration 6F: 3 clusters Score -460648.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -460808.406250 Penalty: 2686.753906
	Iteration 7F: 3 clusters Score -460808.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -460984.281250 Penalty: 2686.753906
	Iteration 8F: 3 clusters Score -460984.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -461163.156250 Penalty: 2686.753906
	Iteration 9F: 3 clusters Score -461163.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -461328.750000 Penalty: 2686.753906
	Iteration 10F: 3 clusters Score -461328.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -461471.437500 Penalty: 2686.753906
	Iteration 11Q: 3 clusters Score -461471.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -461558.500000 Penalty: 2686.753906
	Iteration 12Q: 3 clusters Score -461558.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -461614.812500 Penalty: 2686.753906
	Iteration 13Q: 3 clusters Score -461614.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -461654.750000 Penalty: 2686.753906
	Iteration 14Q: 3 clusters Score -461654.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -461688.375000 Penalty: 2686.753906
	Iteration 15Q: 3 clusters Score -461688.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -461719.281250 Penalty: 2686.753906
	Iteration 16Q: 3 clusters Score -461719.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -461742.781250 Penalty: 2686.753906
	Iteration 17Q: 3 clusters Score -461742.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -461761.343750 Penalty: 2686.753906
	Iteration 18Q: 3 clusters Score -461761.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -461774.093750 Penalty: 2686.753906
	Iteration 19Q: 3 clusters Score -461774.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -461787.000000 Penalty: 2686.753906
	Iteration 20F: 3 clusters Score -461787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -461794.468750 Penalty: 2686.753906
	Iteration 21Q: 3 clusters Score -461794.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -461800.437500 Penalty: 2686.753906
	Iteration 22Q: 3 clusters Score -461800.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -461805.281250 Penalty: 2686.753906
	Iteration 23Q: 3 clusters Score -461805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -461809.500000 Penalty: 2686.753906
	Iteration 24Q: 3 clusters Score -461809.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -461816.656250 Penalty: 2686.753906
	Iteration 25Q: 3 clusters Score -461816.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -461821.718750 Penalty: 2686.753906
	Iteration 26Q: 3 clusters Score -461821.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -461827.500000 Penalty: 2686.753906
	Iteration 27Q: 3 clusters Score -461827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -461830.375000 Penalty: 2686.753906
	Iteration 28Q: 3 clusters Score -461830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -461832.093750 Penalty: 2686.753906
	Iteration 29Q: 3 clusters Score -461832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -461833.843750 Penalty: 2686.753906
	Iteration 30Q: 3 clusters Score -461833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -461834.812500 Penalty: 2686.753906
	Iteration 31Q: 3 clusters Score -461834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -461837.687500 Penalty: 2686.753906
	Iteration 32Q: 3 clusters Score -461837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -461842.343750 Penalty: 2686.753906
	Iteration 33Q: 3 clusters Score -461842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -461845.375000 Penalty: 2686.753906
	Iteration 34Q: 3 clusters Score -461845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -461848.750000 Penalty: 2686.753906
	Iteration 35Q: 3 clusters Score -461848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -461850.156250 Penalty: 2686.753906
	Iteration 36Q: 3 clusters Score -461850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -461851.312500 Penalty: 2686.753906
	Iteration 37Q: 3 clusters Score -461851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -461851.406250 Penalty: 2686.753906
	Iteration 38Q: 3 clusters Score -461851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -461851.406250 Penalty: 2686.753906
	Iteration 39F: 3 clusters Score -461851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13985.407227 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -13985.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13275.550781 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -13275.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13545.392578 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -13545.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13728.473633 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -13728.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13758.754883 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -13758.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13803.966797 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -13803.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13809.561523 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -13809.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13847.453125 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -13847.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13849.170898 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -13849.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13849.791992 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -13849.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13849.791992 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -13849.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -32199.246094 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -32199.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31336.433594 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -31336.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31503.111328 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -31503.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31618.246094 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -31618.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31708.513672 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -31708.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31846.962891 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -31846.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31972.703125 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -31972.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32070.777344 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -32070.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32168.216797 Penalty: 1886.668823
	Iteration 7F: 3 clusters Score -32168.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32261.140625 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -32261.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32313.818359 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -32313.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32467.117188 Penalty: 1886.668823
	Iteration 10Q: 3 clusters Score -32467.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32610.500000 Penalty: 1886.668823
	Iteration 11Q: 3 clusters Score -32610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32644.025391 Penalty: 1886.668823
	Iteration 12Q: 3 clusters Score -32644.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32687.195312 Penalty: 1886.668823
	Iteration 13Q: 3 clusters Score -32687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32721.812500 Penalty: 1886.668823
	Iteration 14Q: 3 clusters Score -32721.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32765.119141 Penalty: 1886.668823
	Iteration 15Q: 3 clusters Score -32765.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32773.597656 Penalty: 1886.668823
	Iteration 16Q: 3 clusters Score -32773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32780.269531 Penalty: 1886.668823
	Iteration 17F: 3 clusters Score -32780.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32809.871094 Penalty: 1886.668823
	Iteration 18Q: 3 clusters Score -32809.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32817.808594 Penalty: 1886.668823
	Iteration 19Q: 3 clusters Score -32817.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32817.808594 Penalty: 1886.668823
	Iteration 20F: 3 clusters Score -32817.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 15623 members 
Mstep: Class 41 contains 211 members 
Mstep: Class 42 contains 100 members 
Entering Unmasked Estep 
Score: -141718368.000000 Penalty: 95283.945312
Splitting cluster 33 changes total score from -141718144.000000 to -141718368.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 34 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -23749.410156 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -23749.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22943.101562 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -22943.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23215.400391 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -23215.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23321.185547 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -23321.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23381.773438 Penalty: 1879.743286
	Iteration 3F: 3 clusters Score -23381.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23400.128906 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -23400.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23400.998047 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -23401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23400.998047 Penalty: 1879.743286
	Iteration 6F: 3 clusters Score -23401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -25545.318359 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -25545.32 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 147 members 
Entering Unmasked Estep 
Score: -24739.818359 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -24739.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25027.699219 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -25027.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25142.384766 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -25142.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25194.408203 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -25194.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25229.302734 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -25229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25241.861328 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -25241.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25268.964844 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -25268.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25352.923828 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -25352.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25400.148438 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -25400.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25433.087891 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -25433.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25583.220703 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -25583.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25634.472656 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -25634.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25654.609375 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -25654.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25677.031250 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -25677.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25691.546875 Penalty: 1858.033936
	Iteration 14Q: 3 clusters Score -25691.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25697.212891 Penalty: 1858.033936
	Iteration 15Q: 3 clusters Score -25697.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25707.054688 Penalty: 1858.033936
	Iteration 16F: 3 clusters Score -25707.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25732.685547 Penalty: 1858.033936
	Iteration 17Q: 3 clusters Score -25732.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25747.054688 Penalty: 1858.033936
	Iteration 18Q: 3 clusters Score -25747.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25747.054688 Penalty: 1858.033936
	Iteration 19F: 3 clusters Score -25747.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 15623 members 
Mstep: Class 41 contains 211 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 163 members 
Entering Unmasked Estep 
Score: -141717168.000000 Penalty: 97552.609375
Splitting cluster 35 changes total score from -141718144.000000 to -141717168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (53284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Entering Unmasked Estep 
Score: -6734005.500000 Penalty: 1768.551147
	Iteration 0F: 2 clusters Score -6734006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -6698339.000000 Penalty: 3537.102295
	Iteration 0F: 3 clusters Score -6698339 nChanged 25100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -6712510.500000 Penalty: 3537.102295
	Iteration 1F: 3 clusters Score -6712510 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -6713078.500000 Penalty: 3537.102295
	Iteration 2Q: 3 clusters Score -6713078 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6713664.500000 Penalty: 3537.102295
	Iteration 3Q: 3 clusters Score -6713664 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -6714254.000000 Penalty: 3537.102295
	Iteration 4Q: 3 clusters Score -6714254 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -6715038.500000 Penalty: 3537.102295
	Iteration 5Q: 3 clusters Score -6715038 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -6716189.500000 Penalty: 3537.102295
	Iteration 6Q: 3 clusters Score -6716190 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -6717826.000000 Penalty: 3537.102295
	Iteration 7F: 3 clusters Score -6717826 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -6720041.500000 Penalty: 3537.102295
	Iteration 8F: 3 clusters Score -6720042 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -6722884.000000 Penalty: 3537.102295
	Iteration 9F: 3 clusters Score -6722884 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -6725958.000000 Penalty: 3537.102295
	Iteration 10F: 3 clusters Score -6725958 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -6728596.500000 Penalty: 3537.102295
	Iteration 11F: 3 clusters Score -6728596 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6730451.000000 Penalty: 3537.102295
	Iteration 12Q: 3 clusters Score -6730451 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -6731460.000000 Penalty: 3537.102295
	Iteration 13Q: 3 clusters Score -6731460 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -6731953.000000 Penalty: 3537.102295
	Iteration 14Q: 3 clusters Score -6731953 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -6732163.000000 Penalty: 3537.102295
	Iteration 15Q: 3 clusters Score -6732163 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -6732282.000000 Penalty: 3537.102295
	Iteration 16Q: 3 clusters Score -6732282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -6732352.000000 Penalty: 3537.102295
	Iteration 17Q: 3 clusters Score -6732352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -6732396.500000 Penalty: 3537.102295
	Iteration 18Q: 3 clusters Score -6732396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -6732425.000000 Penalty: 3537.102295
	Iteration 19Q: 3 clusters Score -6732425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -6732434.500000 Penalty: 3537.102295
	Iteration 20F: 3 clusters Score -6732434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -6732445.000000 Penalty: 3537.102295
	Iteration 21Q: 3 clusters Score -6732445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -6732457.000000 Penalty: 3537.102295
	Iteration 22Q: 3 clusters Score -6732457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6732461.500000 Penalty: 3537.102295
	Iteration 23Q: 3 clusters Score -6732462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -6732482.500000 Penalty: 3537.102295
	Iteration 24Q: 3 clusters Score -6732482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -6732481.500000 Penalty: 3537.102295
	Iteration 25Q: 3 clusters Score -6732482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -6732484.000000 Penalty: 3537.102295
	Iteration 26Q: 3 clusters Score -6732484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6732483.500000 Penalty: 3537.102295
	Iteration 27Q: 3 clusters Score -6732484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6732483.500000 Penalty: 3537.102295
	Iteration 28F: 3 clusters Score -6732484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -292817.125000 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -292817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -290502.781250 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -290502.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -291127.406250 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -291127.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -291354.812500 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -291354.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -291512.937500 Penalty: 2532.915771
	Iteration 3F: 3 clusters Score -291512.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -291625.437500 Penalty: 2532.915771
	Iteration 4F: 3 clusters Score -291625.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -291701.343750 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -291701.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -291789.875000 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -291789.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -291893.343750 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -291893.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -291990.031250 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -291990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -292067.750000 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -292067.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -292119.906250 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -292119.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -292146.437500 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -292146.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -292163.781250 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -292163.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -292178.343750 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -292178.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -292187.562500 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -292187.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -292191.937500 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -292191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -292196.843750 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -292196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -292203.156250 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -292203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -292208.156250 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -292208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -292212.375000 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -292212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -292214.687500 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -292214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -292216.718750 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -292216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -292217.375000 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -292217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -292217.937500 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -292217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -292217.937500 Penalty: 2532.915771
	Iteration 24F: 3 clusters Score -292217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -94102.703125 Penalty: 1096.291992
	Iteration 0F: 2 clusters Score -94102.7 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 420 members 
Entering Unmasked Estep 
Score: -92807.726562 Penalty: 2192.583984
	Iteration 0F: 3 clusters Score -92807.73 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93108.421875 Penalty: 2192.583984
	Iteration 1F: 3 clusters Score -93108.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -93227.304688 Penalty: 2192.583984
	Iteration 2F: 3 clusters Score -93227.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93300.648438 Penalty: 2192.583984
	Iteration 3F: 3 clusters Score -93300.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93348.156250 Penalty: 2192.583984
	Iteration 4Q: 3 clusters Score -93348.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93386.945312 Penalty: 2192.583984
	Iteration 5Q: 3 clusters Score -93386.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93428.414062 Penalty: 2192.583984
	Iteration 6Q: 3 clusters Score -93428.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93453.703125 Penalty: 2192.583984
	Iteration 7Q: 3 clusters Score -93453.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93497.781250 Penalty: 2192.583984
	Iteration 8Q: 3 clusters Score -93497.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93555.117188 Penalty: 2192.583984
	Iteration 9Q: 3 clusters Score -93555.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93606.890625 Penalty: 2192.583984
	Iteration 10Q: 3 clusters Score -93606.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93663.171875 Penalty: 2192.583984
	Iteration 11Q: 3 clusters Score -93663.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93740.437500 Penalty: 2192.583984
	Iteration 12Q: 3 clusters Score -93740.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93917.757812 Penalty: 2192.583984
	Iteration 13Q: 3 clusters Score -93917.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94431.734375 Penalty: 2192.583984
	Iteration 14F: 3 clusters Score -94431.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94682.609375 Penalty: 2192.583984
	Iteration 15F: 3 clusters Score -94682.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94978.898438 Penalty: 2192.583984
	Iteration 16F: 3 clusters Score -94978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95032.125000 Penalty: 2192.583984
	Iteration 17Q: 3 clusters Score -95032.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95051.789062 Penalty: 2192.583984
	Iteration 18Q: 3 clusters Score -95051.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95055.453125 Penalty: 2192.583984
	Iteration 19Q: 3 clusters Score -95055.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95055.453125 Penalty: 2192.583984
	Iteration 20F: 3 clusters Score -95055.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 309 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 15623 members 
Mstep: Class 41 contains 211 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 542 members 
Entering Unmasked Estep 
Score: -141718144.000000 Penalty: 97552.609375
Splitting cluster 38 changes total score from -141718144.000000 to -141718144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -7675.043945 Penalty: 893.289795
	Iteration 0F: 2 clusters Score -7675.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6969.014160 Penalty: 1786.579590
	Iteration 0F: 3 clusters Score -6969.014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7130.843262 Penalty: 1786.579590
	Iteration 1F: 3 clusters Score -7130.843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7166.220215 Penalty: 1786.579590
	Iteration 2Q: 3 clusters Score -7166.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7198.142090 Penalty: 1786.579590
	Iteration 3Q: 3 clusters Score -7198.142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7217.873535 Penalty: 1786.579590
	Iteration 4Q: 3 clusters Score -7217.874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7227.311523 Penalty: 1786.579590
	Iteration 5Q: 3 clusters Score -7227.312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7241.982422 Penalty: 1786.579590
	Iteration 6Q: 3 clusters Score -7241.982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7266.219238 Penalty: 1786.579590
	Iteration 7Q: 3 clusters Score -7266.219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7292.842773 Penalty: 1786.579590
	Iteration 8Q: 3 clusters Score -7292.843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7300.800293 Penalty: 1786.579590
	Iteration 9Q: 3 clusters Score -7300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7321.656250 Penalty: 1786.579590
	Iteration 10Q: 3 clusters Score -7321.656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7324.968262 Penalty: 1786.579590
	Iteration 11Q: 3 clusters Score -7324.968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7328.359375 Penalty: 1786.579590
	Iteration 12Q: 3 clusters Score -7328.359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7328.903320 Penalty: 1786.579590
	Iteration 13Q: 3 clusters Score -7328.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7330.471191 Penalty: 1786.579590
	Iteration 14F: 3 clusters Score -7330.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7339.224121 Penalty: 1786.579590
	Iteration 15Q: 3 clusters Score -7339.224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7340.465820 Penalty: 1786.579590
	Iteration 16Q: 3 clusters Score -7340.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7340.465820 Penalty: 1786.579590
	Iteration 17F: 3 clusters Score -7340.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 105000 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 115809 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 113565 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 118816 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 113013 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 886 members 
Mstep: Class 30 contains 131070 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 232 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 53284 members 
Mstep: Class 37 contains 2425 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141720112.000000 Penalty: 95283.945312
Iteration 159Q: 43 clusters Score -1.417201e+08 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 10421 members 
Mstep: Class 3 contains 105018 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 113590 members 
Mstep: Class 10 contains 116094 members 
Mstep: Class 11 contains 50146 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 113582 members 
Mstep: Class 15 contains 13693 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 119050 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 113207 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 205 members 
Mstep: Class 24 contains 1740 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 649 members 
Mstep: Class 27 contains 15825 members 
Mstep: Class 28 contains 18811 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 131190 members 
Mstep: Class 31 contains 3896 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 323 members 
Mstep: Class 34 contains 323 members 
Mstep: Class 35 contains 294 members 
Mstep: Class 36 contains 53082 members 
Mstep: Class 37 contains 2479 members 
Mstep: Class 38 contains 855 members 
Mstep: Class 39 contains 244 members 
Mstep: Class 40 contains 14567 members 
Mstep: Class 41 contains 209 members 
Mstep: Class 42 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141722288.000000 Penalty: 95283.945312
Iteration 160F: 43 clusters Score -1.417223e+08 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 104984 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 113610 members 
Mstep: Class 10 contains 116042 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 113505 members 
Mstep: Class 15 contains 13811 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 119096 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 113234 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 9598 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 2371 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15847 members 
Mstep: Class 28 contains 18897 members 
Mstep: Class 29 contains 868 members 
Mstep: Class 30 contains 131185 members 
Mstep: Class 31 contains 3905 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 52631 members 
Mstep: Class 37 contains 2541 members 
Mstep: Class 38 contains 855 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 14832 members 
Mstep: Class 41 contains 220 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723088.000000 Penalty: 95283.945312
Iteration 161Q: 43 clusters Score -1.417231e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 104948 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 113625 members 
Mstep: Class 10 contains 116055 members 
Mstep: Class 11 contains 50111 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 113416 members 
Mstep: Class 15 contains 13879 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 119148 members 
Mstep: Class 19 contains 601 members 
Mstep: Class 20 contains 113240 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 9591 members 
Mstep: Class 23 contains 215 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 15848 members 
Mstep: Class 28 contains 18966 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 131209 members 
Mstep: Class 31 contains 3914 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 52247 members 
Mstep: Class 37 contains 2602 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 14997 members 
Mstep: Class 41 contains 227 members 
Mstep: Class 42 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723472.000000 Penalty: 95283.945312
Iteration 162Q: 43 clusters Score -1.417235e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 104939 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3233 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 113622 members 
Mstep: Class 10 contains 116110 members 
Mstep: Class 11 contains 50094 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 113345 members 
Mstep: Class 15 contains 13922 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119220 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 113262 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 9594 members 
Mstep: Class 23 contains 220 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 2391 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 15850 members 
Mstep: Class 28 contains 19025 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 131209 members 
Mstep: Class 31 contains 3925 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 51926 members 
Mstep: Class 37 contains 2652 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 15093 members 
Mstep: Class 41 contains 233 members 
Mstep: Class 42 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723904.000000 Penalty: 95283.945312
Iteration 163Q: 43 clusters Score -1.417239e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 104920 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 6328 members 
Mstep: Class 9 contains 113594 members 
Mstep: Class 10 contains 116182 members 
Mstep: Class 11 contains 50099 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 113304 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 5158 members 
Mstep: Class 18 contains 119283 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 113280 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 9593 members 
Mstep: Class 23 contains 229 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15848 members 
Mstep: Class 28 contains 19092 members 
Mstep: Class 29 contains 835 members 
Mstep: Class 30 contains 131259 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 460 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 51604 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 15137 members 
Mstep: Class 41 contains 230 members 
Mstep: Class 42 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724752.000000 Penalty: 95283.945312
Iteration 164Q: 43 clusters Score -1.417248e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 104909 members 
Mstep: Class 4 contains 8226 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 113577 members 
Mstep: Class 10 contains 116256 members 
Mstep: Class 11 contains 50112 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 113284 members 
Mstep: Class 15 contains 13994 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 119318 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 113312 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 9597 members 
Mstep: Class 23 contains 234 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 2383 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15844 members 
Mstep: Class 28 contains 19159 members 
Mstep: Class 29 contains 828 members 
Mstep: Class 30 contains 131318 members 
Mstep: Class 31 contains 3942 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 328 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 51283 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 15158 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725280.000000 Penalty: 95283.945312
Iteration 165Q: 43 clusters Score -1.417253e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 104903 members 
Mstep: Class 4 contains 8220 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 6307 members 
Mstep: Class 9 contains 113588 members 
Mstep: Class 10 contains 116261 members 
Mstep: Class 11 contains 50126 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 113283 members 
Mstep: Class 15 contains 14023 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5182 members 
Mstep: Class 18 contains 119342 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 113327 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9596 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 1674 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15841 members 
Mstep: Class 28 contains 19236 members 
Mstep: Class 29 contains 820 members 
Mstep: Class 30 contains 131365 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 332 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 50991 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 15204 members 
Mstep: Class 41 contains 218 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725232.000000 Penalty: 95283.945312
Iteration 166Q: 43 clusters Score -1.417252e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 104883 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 113563 members 
Mstep: Class 10 contains 116284 members 
Mstep: Class 11 contains 50134 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 113317 members 
Mstep: Class 15 contains 14052 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 119388 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 113326 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9596 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 1662 members 
Mstep: Class 25 contains 2384 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 19315 members 
Mstep: Class 29 contains 816 members 
Mstep: Class 30 contains 131417 members 
Mstep: Class 31 contains 3961 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 50698 members 
Mstep: Class 37 contains 2782 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 15242 members 
Mstep: Class 41 contains 218 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725344.000000 Penalty: 95283.945312
Iteration 167Q: 43 clusters Score -1.417253e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 104875 members 
Mstep: Class 4 contains 8215 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 113580 members 
Mstep: Class 10 contains 116351 members 
Mstep: Class 11 contains 50153 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 113357 members 
Mstep: Class 15 contains 14081 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 119422 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 113308 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9599 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15858 members 
Mstep: Class 28 contains 19368 members 
Mstep: Class 29 contains 816 members 
Mstep: Class 30 contains 131458 members 
Mstep: Class 31 contains 3965 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 50385 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 15272 members 
Mstep: Class 41 contains 216 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725424.000000 Penalty: 95283.945312
Iteration 168Q: 43 clusters Score -1.417254e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 10418 members 
Mstep: Class 3 contains 104859 members 
Mstep: Class 4 contains 8213 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 113625 members 
Mstep: Class 10 contains 116383 members 
Mstep: Class 11 contains 50170 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 307 members 
Mstep: Class 14 contains 113373 members 
Mstep: Class 15 contains 14101 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 119439 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 113291 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 1645 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 19418 members 
Mstep: Class 29 contains 814 members 
Mstep: Class 30 contains 131511 members 
Mstep: Class 31 contains 3975 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 50108 members 
Mstep: Class 37 contains 2829 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15296 members 
Mstep: Class 41 contains 217 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725392.000000 Penalty: 95283.945312
Iteration 169Q: 43 clusters Score -1.417254e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 10420 members 
Mstep: Class 3 contains 104858 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 6278 members 
Mstep: Class 9 contains 113650 members 
Mstep: Class 10 contains 116420 members 
Mstep: Class 11 contains 50205 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 307 members 
Mstep: Class 14 contains 113369 members 
Mstep: Class 15 contains 14114 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 119479 members 
Mstep: Class 19 contains 604 members 
Mstep: Class 20 contains 113279 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9599 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 1634 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 19468 members 
Mstep: Class 29 contains 807 members 
Mstep: Class 30 contains 131550 members 
Mstep: Class 31 contains 3980 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 344 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 49837 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 848 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15307 members 
Mstep: Class 41 contains 219 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725424.000000 Penalty: 95283.945312
Iteration 170Q: 43 clusters Score -1.417254e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109341 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 104873 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 6275 members 
Mstep: Class 9 contains 113724 members 
Mstep: Class 10 contains 116458 members 
Mstep: Class 11 contains 50228 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 113359 members 
Mstep: Class 15 contains 14128 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 5197 members 
Mstep: Class 18 contains 119501 members 
Mstep: Class 19 contains 603 members 
Mstep: Class 20 contains 113243 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9598 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 1627 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 19503 members 
Mstep: Class 29 contains 799 members 
Mstep: Class 30 contains 131595 members 
Mstep: Class 31 contains 3982 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 480 members 
Mstep: Class 34 contains 345 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 49567 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 848 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15315 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725232.000000 Penalty: 95283.945312
Iteration 171Q: 43 clusters Score -1.417252e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 10431 members 
Mstep: Class 3 contains 104887 members 
Mstep: Class 4 contains 8210 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 6275 members 
Mstep: Class 9 contains 113755 members 
Mstep: Class 10 contains 116524 members 
Mstep: Class 11 contains 50227 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 304 members 
Mstep: Class 14 contains 113353 members 
Mstep: Class 15 contains 14134 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 119497 members 
Mstep: Class 19 contains 603 members 
Mstep: Class 20 contains 113226 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9598 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15872 members 
Mstep: Class 28 contains 19538 members 
Mstep: Class 29 contains 791 members 
Mstep: Class 30 contains 131668 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 49329 members 
Mstep: Class 37 contains 2887 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15319 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725824.000000 Penalty: 95283.945312
Iteration 172Q: 43 clusters Score -1.417258e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 104890 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 113798 members 
Mstep: Class 10 contains 116601 members 
Mstep: Class 11 contains 50219 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113332 members 
Mstep: Class 15 contains 14136 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 119508 members 
Mstep: Class 19 contains 606 members 
Mstep: Class 20 contains 113179 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9598 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1613 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15874 members 
Mstep: Class 28 contains 19576 members 
Mstep: Class 29 contains 786 members 
Mstep: Class 30 contains 131747 members 
Mstep: Class 31 contains 3988 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 485 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 49084 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 850 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15335 members 
Mstep: Class 41 contains 232 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725728.000000 Penalty: 95283.945312
Iteration 173Q: 43 clusters Score -1.417257e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 104900 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 113856 members 
Mstep: Class 10 contains 116685 members 
Mstep: Class 11 contains 50236 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113310 members 
Mstep: Class 15 contains 14146 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 119512 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 113126 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9598 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15870 members 
Mstep: Class 28 contains 19602 members 
Mstep: Class 29 contains 782 members 
Mstep: Class 30 contains 131814 members 
Mstep: Class 31 contains 3990 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 48844 members 
Mstep: Class 37 contains 2913 members 
Mstep: Class 38 contains 851 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15349 members 
Mstep: Class 41 contains 235 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725632.000000 Penalty: 95283.945312
Iteration 174Q: 43 clusters Score -1.417256e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 104910 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 113926 members 
Mstep: Class 10 contains 116755 members 
Mstep: Class 11 contains 50235 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113298 members 
Mstep: Class 15 contains 14146 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 119519 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 20 contains 113087 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9597 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1602 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15868 members 
Mstep: Class 28 contains 19624 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131849 members 
Mstep: Class 31 contains 3993 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 48628 members 
Mstep: Class 37 contains 2925 members 
Mstep: Class 38 contains 848 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15365 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725824.000000 Penalty: 95283.945312
Iteration 175Q: 43 clusters Score -1.417258e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 10437 members 
Mstep: Class 3 contains 104930 members 
Mstep: Class 4 contains 8210 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 114021 members 
Mstep: Class 10 contains 116808 members 
Mstep: Class 11 contains 50219 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113293 members 
Mstep: Class 15 contains 14147 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 119532 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 20 contains 113029 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9595 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15876 members 
Mstep: Class 28 contains 19655 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131886 members 
Mstep: Class 31 contains 3998 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 48413 members 
Mstep: Class 37 contains 2934 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15378 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725872.000000 Penalty: 95283.945312
Iteration 176Q: 43 clusters Score -1.417259e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109556 members 
Mstep: Class 2 contains 10445 members 
Mstep: Class 3 contains 104942 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 114051 members 
Mstep: Class 10 contains 116878 members 
Mstep: Class 11 contains 50224 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113298 members 
Mstep: Class 15 contains 14153 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 18 contains 119529 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 113007 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9595 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1585 members 
Mstep: Class 25 contains 2286 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15874 members 
Mstep: Class 28 contains 19676 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131906 members 
Mstep: Class 31 contains 4002 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 48201 members 
Mstep: Class 37 contains 2945 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15390 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725936.000000 Penalty: 95283.945312
Iteration 177Q: 43 clusters Score -1.417259e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 10445 members 
Mstep: Class 3 contains 104957 members 
Mstep: Class 4 contains 8213 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 6267 members 
Mstep: Class 9 contains 114126 members 
Mstep: Class 10 contains 116987 members 
Mstep: Class 11 contains 50219 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113291 members 
Mstep: Class 15 contains 14158 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 119548 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 112938 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9593 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1577 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15882 members 
Mstep: Class 28 contains 19701 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131895 members 
Mstep: Class 31 contains 4007 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 47993 members 
Mstep: Class 37 contains 2954 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15395 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725968.000000 Penalty: 95283.945312
Iteration 178Q: 43 clusters Score -1.41726e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 10446 members 
Mstep: Class 3 contains 104972 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3290 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 114228 members 
Mstep: Class 10 contains 117028 members 
Mstep: Class 11 contains 50217 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113270 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 119562 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 112901 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9590 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15886 members 
Mstep: Class 28 contains 19733 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131908 members 
Mstep: Class 31 contains 4008 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 47791 members 
Mstep: Class 37 contains 2966 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15405 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726128.000000 Penalty: 95283.945312
Iteration 179Q: 43 clusters Score -1.417261e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 10447 members 
Mstep: Class 3 contains 104980 members 
Mstep: Class 4 contains 8215 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 6258 members 
Mstep: Class 9 contains 114307 members 
Mstep: Class 10 contains 117064 members 
Mstep: Class 11 contains 50216 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 303 members 
Mstep: Class 14 contains 113235 members 
Mstep: Class 15 contains 14185 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 119570 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 112886 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9588 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 2244 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15885 members 
Mstep: Class 28 contains 19787 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131916 members 
Mstep: Class 31 contains 4011 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 348 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 47604 members 
Mstep: Class 37 contains 2985 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 15411 members 
Mstep: Class 41 contains 236 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726080.000000 Penalty: 95283.945312
Iteration 180F: 43 clusters Score -1.417261e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 10446 members 
Mstep: Class 3 contains 104986 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3308 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 6250 members 
Mstep: Class 9 contains 114363 members 
Mstep: Class 10 contains 117064 members 
Mstep: Class 11 contains 50211 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 113220 members 
Mstep: Class 15 contains 14203 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 18 contains 119593 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 20 contains 112864 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9585 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 2225 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15878 members 
Mstep: Class 28 contains 19829 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131933 members 
Mstep: Class 31 contains 4017 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 47434 members 
Mstep: Class 37 contains 3006 members 
Mstep: Class 38 contains 844 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 15423 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726288.000000 Penalty: 95283.945312
Iteration 181Q: 43 clusters Score -1.417263e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 109723 members 
Mstep: Class 2 contains 10453 members 
Mstep: Class 3 contains 104990 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 6248 members 
Mstep: Class 9 contains 114419 members 
Mstep: Class 10 contains 117090 members 
Mstep: Class 11 contains 50209 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 113196 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5192 members 
Mstep: Class 18 contains 119599 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 20 contains 112849 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9581 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 1557 members 
Mstep: Class 25 contains 2198 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15878 members 
Mstep: Class 28 contains 19877 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131954 members 
Mstep: Class 31 contains 4021 members 
Mstep: Class 32 contains 269 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 344 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 47250 members 
Mstep: Class 37 contains 3019 members 
Mstep: Class 38 contains 844 members 
Mstep: Class 39 contains 280 members 
Mstep: Class 40 contains 15438 members 
Mstep: Class 41 contains 239 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726512.000000 Penalty: 95283.945312
Iteration 182Q: 43 clusters Score -1.417265e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 10464 members 
Mstep: Class 3 contains 104986 members 
Mstep: Class 4 contains 8210 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 114442 members 
Mstep: Class 10 contains 117118 members 
Mstep: Class 11 contains 50226 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 113169 members 
Mstep: Class 15 contains 14220 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 5195 members 
Mstep: Class 18 contains 119605 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 20 contains 112846 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9581 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 1552 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15878 members 
Mstep: Class 28 contains 19927 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 131989 members 
Mstep: Class 31 contains 4023 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 47073 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 279 members 
Mstep: Class 40 contains 15446 members 
Mstep: Class 41 contains 242 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726800.000000 Penalty: 95283.945312
Iteration 183Q: 43 clusters Score -1.417268e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 104989 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 114446 members 
Mstep: Class 10 contains 117133 members 
Mstep: Class 11 contains 50245 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 296 members 
Mstep: Class 14 contains 113148 members 
Mstep: Class 15 contains 14226 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 5192 members 
Mstep: Class 18 contains 119621 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 112850 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9581 members 
Mstep: Class 23 contains 277 members 
Mstep: Class 24 contains 1547 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 15874 members 
Mstep: Class 28 contains 19965 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 132010 members 
Mstep: Class 31 contains 4025 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 46928 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 277 members 
Mstep: Class 40 contains 15456 members 
Mstep: Class 41 contains 244 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726800.000000 Penalty: 95283.945312
Iteration 184Q: 43 clusters Score -1.417268e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 104989 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 114430 members 
Mstep: Class 10 contains 117157 members 
Mstep: Class 11 contains 50252 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 113148 members 
Mstep: Class 15 contains 14227 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 5192 members 
Mstep: Class 18 contains 119643 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 112854 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 283 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 2160 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 15876 members 
Mstep: Class 28 contains 20007 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 132028 members 
Mstep: Class 31 contains 4035 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 46773 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 15466 members 
Mstep: Class 41 contains 247 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726864.000000 Penalty: 95283.945312
Iteration 185Q: 43 clusters Score -1.417269e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 104991 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 114392 members 
Mstep: Class 10 contains 117208 members 
Mstep: Class 11 contains 50264 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 113138 members 
Mstep: Class 15 contains 14224 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 119663 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 20 contains 112834 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9584 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 15876 members 
Mstep: Class 28 contains 20041 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 132051 members 
Mstep: Class 31 contains 4049 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 46650 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 15475 members 
Mstep: Class 41 contains 246 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727072.000000 Penalty: 95283.945312
Iteration 186Q: 43 clusters Score -1.417271e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 104987 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 632 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 114363 members 
Mstep: Class 10 contains 117262 members 
Mstep: Class 11 contains 50271 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 113131 members 
Mstep: Class 15 contains 14226 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 119661 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 112809 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9584 members 
Mstep: Class 23 contains 290 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15885 members 
Mstep: Class 28 contains 20085 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 132077 members 
Mstep: Class 31 contains 4061 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 336 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 46531 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 15482 members 
Mstep: Class 41 contains 247 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726880.000000 Penalty: 95283.945312
Iteration 187Q: 43 clusters Score -1.417269e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 104980 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 631 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 114289 members 
Mstep: Class 10 contains 117305 members 
Mstep: Class 11 contains 50286 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 113111 members 
Mstep: Class 15 contains 14231 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 119644 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 20 contains 112831 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 290 members 
Mstep: Class 24 contains 1513 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 15892 members 
Mstep: Class 28 contains 20145 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132099 members 
Mstep: Class 31 contains 4072 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 46429 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 15493 members 
Mstep: Class 41 contains 248 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726992.000000 Penalty: 95283.945312
Iteration 188Q: 43 clusters Score -1.41727e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109863 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 104973 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 629 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 114249 members 
Mstep: Class 10 contains 117330 members 
Mstep: Class 11 contains 50307 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 113082 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 119641 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 20 contains 112848 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9585 members 
Mstep: Class 23 contains 291 members 
Mstep: Class 24 contains 1507 members 
Mstep: Class 25 contains 2169 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15893 members 
Mstep: Class 28 contains 20220 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 132098 members 
Mstep: Class 31 contains 4083 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 336 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 46339 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15500 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727312.000000 Penalty: 95283.945312
Iteration 189Q: 43 clusters Score -1.417273e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 104968 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3378 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 114196 members 
Mstep: Class 10 contains 117333 members 
Mstep: Class 11 contains 50327 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 113048 members 
Mstep: Class 15 contains 14230 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 119671 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 112860 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 291 members 
Mstep: Class 24 contains 1505 members 
Mstep: Class 25 contains 2169 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15890 members 
Mstep: Class 28 contains 20289 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 132116 members 
Mstep: Class 31 contains 4094 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 46244 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 272 members 
Mstep: Class 40 contains 15514 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727008.000000 Penalty: 95283.945312
Iteration 190Q: 43 clusters Score -1.41727e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 104963 members 
Mstep: Class 4 contains 8203 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6259 members 
Mstep: Class 9 contains 114191 members 
Mstep: Class 10 contains 117364 members 
Mstep: Class 11 contains 50334 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 113019 members 
Mstep: Class 15 contains 14233 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 119683 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 112840 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9584 members 
Mstep: Class 23 contains 293 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15891 members 
Mstep: Class 28 contains 20370 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 132129 members 
Mstep: Class 31 contains 4113 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 489 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 46128 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15522 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727312.000000 Penalty: 95283.945312
Iteration 191Q: 43 clusters Score -1.417273e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109865 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 104952 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 626 members 
Mstep: Class 8 contains 6259 members 
Mstep: Class 9 contains 114215 members 
Mstep: Class 10 contains 117367 members 
Mstep: Class 11 contains 50343 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 112985 members 
Mstep: Class 15 contains 14234 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 119716 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 112824 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1495 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15894 members 
Mstep: Class 28 contains 20448 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 132153 members 
Mstep: Class 31 contains 4129 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 46011 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15523 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727664.000000 Penalty: 95283.945312
Iteration 192Q: 43 clusters Score -1.417277e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 104940 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3388 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 114229 members 
Mstep: Class 10 contains 117372 members 
Mstep: Class 11 contains 50372 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112944 members 
Mstep: Class 15 contains 14228 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 119761 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 112793 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9588 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1488 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15901 members 
Mstep: Class 28 contains 20505 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132181 members 
Mstep: Class 31 contains 4145 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45894 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15525 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727648.000000 Penalty: 95283.945312
Iteration 193Q: 43 clusters Score -1.417276e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109867 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 104933 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 114242 members 
Mstep: Class 10 contains 117376 members 
Mstep: Class 11 contains 50398 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112912 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 119785 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112761 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1477 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15906 members 
Mstep: Class 28 contains 20543 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132208 members 
Mstep: Class 31 contains 4159 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45790 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15530 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727840.000000 Penalty: 95283.945312
Iteration 194Q: 43 clusters Score -1.417278e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109863 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 104926 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 114259 members 
Mstep: Class 10 contains 117394 members 
Mstep: Class 11 contains 50411 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112890 members 
Mstep: Class 15 contains 14235 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 119798 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112719 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1471 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15910 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132239 members 
Mstep: Class 31 contains 4176 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45695 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15529 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727984.000000 Penalty: 95283.945312
Iteration 195Q: 43 clusters Score -1.41728e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109867 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 104922 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 114262 members 
Mstep: Class 10 contains 117409 members 
Mstep: Class 11 contains 50441 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112853 members 
Mstep: Class 15 contains 14238 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 119792 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112679 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1467 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15915 members 
Mstep: Class 28 contains 20651 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132284 members 
Mstep: Class 31 contains 4187 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45600 members 
Mstep: Class 37 contains 3040 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15530 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728016.000000 Penalty: 95283.945312
Iteration 196Q: 43 clusters Score -1.41728e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 104920 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6277 members 
Mstep: Class 9 contains 114257 members 
Mstep: Class 10 contains 117429 members 
Mstep: Class 11 contains 50464 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112831 members 
Mstep: Class 15 contains 14246 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 119778 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112653 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1462 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15917 members 
Mstep: Class 28 contains 20698 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132317 members 
Mstep: Class 31 contains 4199 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45517 members 
Mstep: Class 37 contains 3040 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15528 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728080.000000 Penalty: 95283.945312
Iteration 197Q: 43 clusters Score -1.417281e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 104908 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3417 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6277 members 
Mstep: Class 9 contains 114255 members 
Mstep: Class 10 contains 117485 members 
Mstep: Class 11 contains 50482 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112819 members 
Mstep: Class 15 contains 14255 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 119763 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112631 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9580 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15915 members 
Mstep: Class 28 contains 20737 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132342 members 
Mstep: Class 31 contains 4210 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45423 members 
Mstep: Class 37 contains 3040 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15524 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728400.000000 Penalty: 95283.945312
Iteration 198Q: 43 clusters Score -1.417284e+08 nChanged 959
Entering ConstructFrom: 
Score: -141728400.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (109890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Entering Unmasked Estep 
Score: -13818990.000000 Penalty: 1886.175659
	Iteration 0F: 2 clusters Score -1.381899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -13747193.000000 Penalty: 3772.351318
	Iteration 0F: 3 clusters Score -1.374719e+07 nChanged 52633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -13777566.000000 Penalty: 3772.351318
	Iteration 1F: 3 clusters Score -1.377757e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -13778295.000000 Penalty: 3772.351318
	Iteration 2Q: 3 clusters Score -1.37783e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -13779056.000000 Penalty: 3772.351318
	Iteration 3Q: 3 clusters Score -1.377906e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -13779872.000000 Penalty: 3772.351318
	Iteration 4Q: 3 clusters Score -1.377987e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -13781249.000000 Penalty: 3772.351318
	Iteration 5Q: 3 clusters Score -1.378125e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -13783494.000000 Penalty: 3772.351318
	Iteration 6Q: 3 clusters Score -1.378349e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -13786772.000000 Penalty: 3772.351318
	Iteration 7F: 3 clusters Score -1.378677e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -13791816.000000 Penalty: 3772.351318
	Iteration 8F: 3 clusters Score -1.379182e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -13798085.000000 Penalty: 3772.351318
	Iteration 9F: 3 clusters Score -1.379808e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -13804471.000000 Penalty: 3772.351318
	Iteration 10F: 3 clusters Score -1.380447e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -13810020.000000 Penalty: 3772.351318
	Iteration 11F: 3 clusters Score -1.381002e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -13813542.000000 Penalty: 3772.351318
	Iteration 12Q: 3 clusters Score -1.381354e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -13815478.000000 Penalty: 3772.351318
	Iteration 13Q: 3 clusters Score -1.381548e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -13816429.000000 Penalty: 3772.351318
	Iteration 14Q: 3 clusters Score -1.381643e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13816890.000000 Penalty: 3772.351318
	Iteration 15Q: 3 clusters Score -1.381689e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13817097.000000 Penalty: 3772.351318
	Iteration 16Q: 3 clusters Score -1.38171e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -13817177.000000 Penalty: 3772.351318
	Iteration 17Q: 3 clusters Score -1.381718e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109509 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13817238.000000 Penalty: 3772.351318
	Iteration 18Q: 3 clusters Score -1.381724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13817248.000000 Penalty: 3772.351318
	Iteration 19Q: 3 clusters Score -1.381725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13817280.000000 Penalty: 3772.351318
	Iteration 20F: 3 clusters Score -1.381728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13817298.000000 Penalty: 3772.351318
	Iteration 21Q: 3 clusters Score -1.38173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109566 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13817309.000000 Penalty: 3772.351318
	Iteration 22Q: 3 clusters Score -1.381731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109576 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13817322.000000 Penalty: 3772.351318
	Iteration 23Q: 3 clusters Score -1.381732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13817324.000000 Penalty: 3772.351318
	Iteration 24Q: 3 clusters Score -1.381732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13817340.000000 Penalty: 3772.351318
	Iteration 25Q: 3 clusters Score -1.381734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13817341.000000 Penalty: 3772.351318
	Iteration 26Q: 3 clusters Score -1.381734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13817333.000000 Penalty: 3772.351318
	Iteration 27Q: 3 clusters Score -1.381733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109583 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13817333.000000 Penalty: 3772.351318
	Iteration 28Q: 3 clusters Score -1.381733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13817343.000000 Penalty: 3772.351318
	Iteration 29Q: 3 clusters Score -1.381734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13817346.000000 Penalty: 3772.351318
	Iteration 30Q: 3 clusters Score -1.381735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13817346.000000 Penalty: 3772.351318
	Iteration 31F: 3 clusters Score -1.381735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Entering Unmasked Estep 
Score: -1208133.125000 Penalty: 1504.670532
	Iteration 0F: 2 clusters Score -1208133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1200709.125000 Penalty: 3009.341064
	Iteration 0F: 3 clusters Score -1200709 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1203267.250000 Penalty: 3009.341064
	Iteration 1F: 3 clusters Score -1203267 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1203649.625000 Penalty: 3009.341064
	Iteration 2F: 3 clusters Score -1203650 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1203990.500000 Penalty: 3009.341064
	Iteration 3F: 3 clusters Score -1203990 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1204269.000000 Penalty: 3009.341064
	Iteration 4F: 3 clusters Score -1204269 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1204555.375000 Penalty: 3009.341064
	Iteration 5Q: 3 clusters Score -1204555 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1204853.500000 Penalty: 3009.341064
	Iteration 6F: 3 clusters Score -1204854 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1205104.750000 Penalty: 3009.341064
	Iteration 7Q: 3 clusters Score -1205105 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1205342.375000 Penalty: 3009.341064
	Iteration 8Q: 3 clusters Score -1205342 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1205569.625000 Penalty: 3009.341064
	Iteration 9Q: 3 clusters Score -1205570 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1205806.375000 Penalty: 3009.341064
	Iteration 10Q: 3 clusters Score -1205806 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1206020.375000 Penalty: 3009.341064
	Iteration 11Q: 3 clusters Score -1206020 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1206208.500000 Penalty: 3009.341064
	Iteration 12Q: 3 clusters Score -1206208 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1206373.250000 Penalty: 3009.341064
	Iteration 13Q: 3 clusters Score -1206373 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1206530.375000 Penalty: 3009.341064
	Iteration 14Q: 3 clusters Score -1206530 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1206669.250000 Penalty: 3009.341064
	Iteration 15Q: 3 clusters Score -1206669 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1206796.250000 Penalty: 3009.341064
	Iteration 16Q: 3 clusters Score -1206796 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1206889.625000 Penalty: 3009.341064
	Iteration 17Q: 3 clusters Score -1206890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1206981.750000 Penalty: 3009.341064
	Iteration 18Q: 3 clusters Score -1206982 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1207074.750000 Penalty: 3009.341064
	Iteration 19Q: 3 clusters Score -1207075 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1207179.000000 Penalty: 3009.341064
	Iteration 20F: 3 clusters Score -1207179 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1207268.750000 Penalty: 3009.341064
	Iteration 21Q: 3 clusters Score -1207269 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1207351.750000 Penalty: 3009.341064
	Iteration 22Q: 3 clusters Score -1207352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1207410.250000 Penalty: 3009.341064
	Iteration 23Q: 3 clusters Score -1207410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1207450.375000 Penalty: 3009.341064
	Iteration 24Q: 3 clusters Score -1207450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1207486.250000 Penalty: 3009.341064
	Iteration 25Q: 3 clusters Score -1207486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1207519.625000 Penalty: 3009.341064
	Iteration 26Q: 3 clusters Score -1207520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1207551.125000 Penalty: 3009.341064
	Iteration 27Q: 3 clusters Score -1207551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1207566.250000 Penalty: 3009.341064
	Iteration 28Q: 3 clusters Score -1207566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1207573.250000 Penalty: 3009.341064
	Iteration 29Q: 3 clusters Score -1207573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1207582.875000 Penalty: 3009.341064
	Iteration 30Q: 3 clusters Score -1207583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1207585.500000 Penalty: 3009.341064
	Iteration 31Q: 3 clusters Score -1207586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1207588.000000 Penalty: 3009.341064
	Iteration 32Q: 3 clusters Score -1207588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1207592.125000 Penalty: 3009.341064
	Iteration 33Q: 3 clusters Score -1207592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1207596.375000 Penalty: 3009.341064
	Iteration 34Q: 3 clusters Score -1207596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1207598.000000 Penalty: 3009.341064
	Iteration 35Q: 3 clusters Score -1207598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1207601.750000 Penalty: 3009.341064
	Iteration 36Q: 3 clusters Score -1207602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1207605.375000 Penalty: 3009.341064
	Iteration 37Q: 3 clusters Score -1207605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1207607.875000 Penalty: 3009.341064
	Iteration 38Q: 3 clusters Score -1207608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1207607.250000 Penalty: 3009.341064
	Iteration 39Q: 3 clusters Score -1207607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1207612.250000 Penalty: 3009.341064
	Iteration 40F: 3 clusters Score -1207612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1207612.250000 Penalty: 3009.341064
	Iteration 41Q: 3 clusters Score -1207612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1207616.250000 Penalty: 3009.341064
	Iteration 42Q: 3 clusters Score -1207616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1207617.250000 Penalty: 3009.341064
	Iteration 43Q: 3 clusters Score -1207617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1207617.250000 Penalty: 3009.341064
	Iteration 44F: 3 clusters Score -1207617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Entering Unmasked Estep 
Score: -12952545.000000 Penalty: 1878.626953
	Iteration 0F: 2 clusters Score -1.295254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -12884652.000000 Penalty: 3757.253906
	Iteration 0F: 3 clusters Score -1.288465e+07 nChanged 50157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -12913984.000000 Penalty: 3757.253906
	Iteration 1F: 3 clusters Score -1.291398e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -12915384.000000 Penalty: 3757.253906
	Iteration 2Q: 3 clusters Score -1.291538e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -12917234.000000 Penalty: 3757.253906
	Iteration 3Q: 3 clusters Score -1.291723e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -12919810.000000 Penalty: 3757.253906
	Iteration 4Q: 3 clusters Score -1.291981e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -12923415.000000 Penalty: 3757.253906
	Iteration 5F: 3 clusters Score -1.292342e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -12928162.000000 Penalty: 3757.253906
	Iteration 6F: 3 clusters Score -1.292816e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -12934109.000000 Penalty: 3757.253906
	Iteration 7F: 3 clusters Score -1.293411e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -12940269.000000 Penalty: 3757.253906
	Iteration 8F: 3 clusters Score -1.294027e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -12944704.000000 Penalty: 3757.253906
	Iteration 9F: 3 clusters Score -1.29447e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -12947094.000000 Penalty: 3757.253906
	Iteration 10Q: 3 clusters Score -1.294709e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -12948479.000000 Penalty: 3757.253906
	Iteration 11Q: 3 clusters Score -1.294848e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -12949477.000000 Penalty: 3757.253906
	Iteration 12Q: 3 clusters Score -1.294948e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -12950069.000000 Penalty: 3757.253906
	Iteration 13Q: 3 clusters Score -1.295007e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -12950548.000000 Penalty: 3757.253906
	Iteration 14Q: 3 clusters Score -1.295055e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -12950912.000000 Penalty: 3757.253906
	Iteration 15Q: 3 clusters Score -1.295091e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -12951183.000000 Penalty: 3757.253906
	Iteration 16Q: 3 clusters Score -1.295118e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -12951311.000000 Penalty: 3757.253906
	Iteration 17Q: 3 clusters Score -1.295131e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -12951471.000000 Penalty: 3757.253906
	Iteration 18Q: 3 clusters Score -1.295147e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -12951651.000000 Penalty: 3757.253906
	Iteration 19Q: 3 clusters Score -1.295165e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -12951690.000000 Penalty: 3757.253906
	Iteration 20F: 3 clusters Score -1.295169e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -12951765.000000 Penalty: 3757.253906
	Iteration 21Q: 3 clusters Score -1.295176e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -12951843.000000 Penalty: 3757.253906
	Iteration 22Q: 3 clusters Score -1.295184e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -12951892.000000 Penalty: 3757.253906
	Iteration 23Q: 3 clusters Score -1.295189e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -12951907.000000 Penalty: 3757.253906
	Iteration 24Q: 3 clusters Score -1.295191e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -12951965.000000 Penalty: 3757.253906
	Iteration 25Q: 3 clusters Score -1.295196e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -12951973.000000 Penalty: 3757.253906
	Iteration 26Q: 3 clusters Score -1.295197e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -12952017.000000 Penalty: 3757.253906
	Iteration 27Q: 3 clusters Score -1.295202e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -12952055.000000 Penalty: 3757.253906
	Iteration 28Q: 3 clusters Score -1.295206e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -12952113.000000 Penalty: 3757.253906
	Iteration 29Q: 3 clusters Score -1.295211e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -12952142.000000 Penalty: 3757.253906
	Iteration 30Q: 3 clusters Score -1.295214e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -12952214.000000 Penalty: 3757.253906
	Iteration 31Q: 3 clusters Score -1.295221e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -12952250.000000 Penalty: 3757.253906
	Iteration 32Q: 3 clusters Score -1.295225e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -12952255.000000 Penalty: 3757.253906
	Iteration 33Q: 3 clusters Score -1.295226e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -12952242.000000 Penalty: 3757.253906
	Iteration 34Q: 3 clusters Score -1.295224e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -12952229.000000 Penalty: 3757.253906
	Iteration 35Q: 3 clusters Score -1.295223e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -12952278.000000 Penalty: 3757.253906
	Iteration 36Q: 3 clusters Score -1.295228e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -12952291.000000 Penalty: 3757.253906
	Iteration 37Q: 3 clusters Score -1.295229e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -12952271.000000 Penalty: 3757.253906
	Iteration 38Q: 3 clusters Score -1.295227e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -12952307.000000 Penalty: 3757.253906
	Iteration 39Q: 3 clusters Score -1.295231e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -12952294.000000 Penalty: 3757.253906
	Iteration 40F: 3 clusters Score -1.295229e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -12952291.000000 Penalty: 3757.253906
	Iteration 41Q: 3 clusters Score -1.295229e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -12952275.000000 Penalty: 3757.253906
	Iteration 42Q: 3 clusters Score -1.295228e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -12952284.000000 Penalty: 3757.253906
	Iteration 43Q: 3 clusters Score -1.295228e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -12952314.000000 Penalty: 3757.253906
	Iteration 44Q: 3 clusters Score -1.295231e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -12952355.000000 Penalty: 3757.253906
	Iteration 45Q: 3 clusters Score -1.295236e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -12952367.000000 Penalty: 3757.253906
	Iteration 46Q: 3 clusters Score -1.295237e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -12952357.000000 Penalty: 3757.253906
	Iteration 47Q: 3 clusters Score -1.295236e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -12952381.000000 Penalty: 3757.253906
	Iteration 48Q: 3 clusters Score -1.295238e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -12952394.000000 Penalty: 3757.253906
	Iteration 49Q: 3 clusters Score -1.295239e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -12952413.000000 Penalty: 3757.253906
	Iteration 50Q: 3 clusters Score -1.295241e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -12952394.000000 Penalty: 3757.253906
	Iteration 51Q: 3 clusters Score -1.295239e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -12952386.000000 Penalty: 3757.253906
	Iteration 52Q: 3 clusters Score -1.295239e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -12952397.000000 Penalty: 3757.253906
	Iteration 53Q: 3 clusters Score -1.29524e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -12952425.000000 Penalty: 3757.253906
	Iteration 54Q: 3 clusters Score -1.295242e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -12952420.000000 Penalty: 3757.253906
	Iteration 55Q: 3 clusters Score -1.295242e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -12952408.000000 Penalty: 3757.253906
	Iteration 56Q: 3 clusters Score -1.295241e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -12952387.000000 Penalty: 3757.253906
	Iteration 57Q: 3 clusters Score -1.295239e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -12952394.000000 Penalty: 3757.253906
	Iteration 58Q: 3 clusters Score -1.295239e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -12952406.000000 Penalty: 3757.253906
	Iteration 59Q: 3 clusters Score -1.295241e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -12952384.000000 Penalty: 3757.253906
	Iteration 60F: 3 clusters Score -1.295238e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -12952397.000000 Penalty: 3757.253906
	Iteration 61Q: 3 clusters Score -1.29524e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -12952413.000000 Penalty: 3757.253906
	Iteration 62Q: 3 clusters Score -1.295241e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -12952393.000000 Penalty: 3757.253906
	Iteration 63Q: 3 clusters Score -1.295239e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -12952387.000000 Penalty: 3757.253906
	Iteration 64Q: 3 clusters Score -1.295239e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -12952384.000000 Penalty: 3757.253906
	Iteration 65Q: 3 clusters Score -1.295238e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -12952414.000000 Penalty: 3757.253906
	Iteration 66Q: 3 clusters Score -1.295241e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -12952386.000000 Penalty: 3757.253906
	Iteration 67Q: 3 clusters Score -1.295239e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -12952399.000000 Penalty: 3757.253906
	Iteration 68Q: 3 clusters Score -1.29524e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -12952381.000000 Penalty: 3757.253906
	Iteration 69Q: 3 clusters Score -1.295238e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -12952400.000000 Penalty: 3757.253906
	Iteration 70Q: 3 clusters Score -1.29524e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -12952422.000000 Penalty: 3757.253906
	Iteration 71Q: 3 clusters Score -1.295242e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -12952426.000000 Penalty: 3757.253906
	Iteration 72Q: 3 clusters Score -1.295243e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -12952437.000000 Penalty: 3757.253906
	Iteration 73Q: 3 clusters Score -1.295244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -12952433.000000 Penalty: 3757.253906
	Iteration 74Q: 3 clusters Score -1.295243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -12952446.000000 Penalty: 3757.253906
	Iteration 75Q: 3 clusters Score -1.295245e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -12952444.000000 Penalty: 3757.253906
	Iteration 76Q: 3 clusters Score -1.295244e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -12952441.000000 Penalty: 3757.253906
	Iteration 77Q: 3 clusters Score -1.295244e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -12952464.000000 Penalty: 3757.253906
	Iteration 78Q: 3 clusters Score -1.295246e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -12952470.000000 Penalty: 3757.253906
	Iteration 79Q: 3 clusters Score -1.295247e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -12952459.000000 Penalty: 3757.253906
	Iteration 80F: 3 clusters Score -1.295246e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -12952460.000000 Penalty: 3757.253906
	Iteration 81Q: 3 clusters Score -1.295246e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -12952462.000000 Penalty: 3757.253906
	Iteration 82Q: 3 clusters Score -1.295246e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -12952449.000000 Penalty: 3757.253906
	Iteration 83Q: 3 clusters Score -1.295245e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -12952450.000000 Penalty: 3757.253906
	Iteration 84Q: 3 clusters Score -1.295245e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -12952445.000000 Penalty: 3757.253906
	Iteration 85Q: 3 clusters Score -1.295244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -12952438.000000 Penalty: 3757.253906
	Iteration 86Q: 3 clusters Score -1.295244e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -12952448.000000 Penalty: 3757.253906
	Iteration 87Q: 3 clusters Score -1.295245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -12952462.000000 Penalty: 3757.253906
	Iteration 88Q: 3 clusters Score -1.295246e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -12952470.000000 Penalty: 3757.253906
	Iteration 89Q: 3 clusters Score -1.295247e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -12952451.000000 Penalty: 3757.253906
	Iteration 90Q: 3 clusters Score -1.295245e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -12952442.000000 Penalty: 3757.253906
	Iteration 91Q: 3 clusters Score -1.295244e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -12952443.000000 Penalty: 3757.253906
	Iteration 92Q: 3 clusters Score -1.295244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -12952422.000000 Penalty: 3757.253906
	Iteration 93Q: 3 clusters Score -1.295242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -12952432.000000 Penalty: 3757.253906
	Iteration 94Q: 3 clusters Score -1.295243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -12952452.000000 Penalty: 3757.253906
	Iteration 95Q: 3 clusters Score -1.295245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -12952450.000000 Penalty: 3757.253906
	Iteration 96Q: 3 clusters Score -1.295245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -12952463.000000 Penalty: 3757.253906
	Iteration 97Q: 3 clusters Score -1.295246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -12952465.000000 Penalty: 3757.253906
	Iteration 98Q: 3 clusters Score -1.295246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -12952476.000000 Penalty: 3757.253906
	Iteration 99Q: 3 clusters Score -1.295248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -12952481.000000 Penalty: 3757.253906
	Iteration 100F: 3 clusters Score -1.295248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -12952477.000000 Penalty: 3757.253906
	Iteration 101Q: 3 clusters Score -1.295248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -12952469.000000 Penalty: 3757.253906
	Iteration 102Q: 3 clusters Score -1.295247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -12952484.000000 Penalty: 3757.253906
	Iteration 103Q: 3 clusters Score -1.295248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -12952488.000000 Penalty: 3757.253906
	Iteration 104Q: 3 clusters Score -1.295249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -12952471.000000 Penalty: 3757.253906
	Iteration 105Q: 3 clusters Score -1.295247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -12952490.000000 Penalty: 3757.253906
	Iteration 106Q: 3 clusters Score -1.295249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -12952496.000000 Penalty: 3757.253906
	Iteration 107Q: 3 clusters Score -1.29525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -12952494.000000 Penalty: 3757.253906
	Iteration 108Q: 3 clusters Score -1.295249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -12952488.000000 Penalty: 3757.253906
	Iteration 109Q: 3 clusters Score -1.295249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -12952487.000000 Penalty: 3757.253906
	Iteration 110Q: 3 clusters Score -1.295249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -12952463.000000 Penalty: 3757.253906
	Iteration 111Q: 3 clusters Score -1.295246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -12952442.000000 Penalty: 3757.253906
	Iteration 112Q: 3 clusters Score -1.295244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -12952451.000000 Penalty: 3757.253906
	Iteration 113Q: 3 clusters Score -1.295245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -12952435.000000 Penalty: 3757.253906
	Iteration 114Q: 3 clusters Score -1.295244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91385 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -12952459.000000 Penalty: 3757.253906
	Iteration 115Q: 3 clusters Score -1.295246e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -12952458.000000 Penalty: 3757.253906
	Iteration 116Q: 3 clusters Score -1.295246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -12952473.000000 Penalty: 3757.253906
	Iteration 117Q: 3 clusters Score -1.295247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -12952466.000000 Penalty: 3757.253906
	Iteration 118Q: 3 clusters Score -1.295247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -12952474.000000 Penalty: 3757.253906
	Iteration 119Q: 3 clusters Score -1.295247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -12952466.000000 Penalty: 3757.253906
	Iteration 120F: 3 clusters Score -1.295247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -12952465.000000 Penalty: 3757.253906
	Iteration 121Q: 3 clusters Score -1.295246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -12952459.000000 Penalty: 3757.253906
	Iteration 122Q: 3 clusters Score -1.295246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -12952441.000000 Penalty: 3757.253906
	Iteration 123Q: 3 clusters Score -1.295244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -12952448.000000 Penalty: 3757.253906
	Iteration 124Q: 3 clusters Score -1.295245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -12952441.000000 Penalty: 3757.253906
	Iteration 125Q: 3 clusters Score -1.295244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -12952432.000000 Penalty: 3757.253906
	Iteration 126Q: 3 clusters Score -1.295243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -12952424.000000 Penalty: 3757.253906
	Iteration 127Q: 3 clusters Score -1.295242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -12952407.000000 Penalty: 3757.253906
	Iteration 128Q: 3 clusters Score -1.295241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -12952402.000000 Penalty: 3757.253906
	Iteration 129Q: 3 clusters Score -1.29524e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -12952406.000000 Penalty: 3757.253906
	Iteration 130Q: 3 clusters Score -1.295241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -12952410.000000 Penalty: 3757.253906
	Iteration 131Q: 3 clusters Score -1.295241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -12952421.000000 Penalty: 3757.253906
	Iteration 132Q: 3 clusters Score -1.295242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -12952419.000000 Penalty: 3757.253906
	Iteration 133Q: 3 clusters Score -1.295242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -12952424.000000 Penalty: 3757.253906
	Iteration 134Q: 3 clusters Score -1.295242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -12952431.000000 Penalty: 3757.253906
	Iteration 135Q: 3 clusters Score -1.295243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -12952427.000000 Penalty: 3757.253906
	Iteration 136Q: 3 clusters Score -1.295243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -12952416.000000 Penalty: 3757.253906
	Iteration 137Q: 3 clusters Score -1.295242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -12952418.000000 Penalty: 3757.253906
	Iteration 138Q: 3 clusters Score -1.295242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91993 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -12952426.000000 Penalty: 3757.253906
	Iteration 139Q: 3 clusters Score -1.295243e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -12952418.000000 Penalty: 3757.253906
	Iteration 140F: 3 clusters Score -1.295242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -12952416.000000 Penalty: 3757.253906
	Iteration 141Q: 3 clusters Score -1.295242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -12952405.000000 Penalty: 3757.253906
	Iteration 142Q: 3 clusters Score -1.29524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -12952414.000000 Penalty: 3757.253906
	Iteration 143Q: 3 clusters Score -1.295241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -12952426.000000 Penalty: 3757.253906
	Iteration 144Q: 3 clusters Score -1.295243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -12952417.000000 Penalty: 3757.253906
	Iteration 145Q: 3 clusters Score -1.295242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -12952415.000000 Penalty: 3757.253906
	Iteration 146Q: 3 clusters Score -1.295242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -12952426.000000 Penalty: 3757.253906
	Iteration 147Q: 3 clusters Score -1.295243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -12952422.000000 Penalty: 3757.253906
	Iteration 148Q: 3 clusters Score -1.295242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -12952419.000000 Penalty: 3757.253906
	Iteration 149Q: 3 clusters Score -1.295242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -12952420.000000 Penalty: 3757.253906
	Iteration 150Q: 3 clusters Score -1.295242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -12952422.000000 Penalty: 3757.253906
	Iteration 151Q: 3 clusters Score -1.295242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -12952434.000000 Penalty: 3757.253906
	Iteration 152Q: 3 clusters Score -1.295243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -12952443.000000 Penalty: 3757.253906
	Iteration 153Q: 3 clusters Score -1.295244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -12952444.000000 Penalty: 3757.253906
	Iteration 154Q: 3 clusters Score -1.295244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -12952435.000000 Penalty: 3757.253906
	Iteration 155Q: 3 clusters Score -1.295244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -12952435.000000 Penalty: 3757.253906
	Iteration 156Q: 3 clusters Score -1.295244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -12952426.000000 Penalty: 3757.253906
	Iteration 157Q: 3 clusters Score -1.295243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -12952431.000000 Penalty: 3757.253906
	Iteration 158Q: 3 clusters Score -1.295243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -12952430.000000 Penalty: 3757.253906
	Iteration 159Q: 3 clusters Score -1.295243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -12952438.000000 Penalty: 3757.253906
	Iteration 160F: 3 clusters Score -1.295244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -12952425.000000 Penalty: 3757.253906
	Iteration 161Q: 3 clusters Score -1.295242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -12952423.000000 Penalty: 3757.253906
	Iteration 162Q: 3 clusters Score -1.295242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -12952432.000000 Penalty: 3757.253906
	Iteration 163Q: 3 clusters Score -1.295243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -12952438.000000 Penalty: 3757.253906
	Iteration 164Q: 3 clusters Score -1.295244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -12952435.000000 Penalty: 3757.253906
	Iteration 165Q: 3 clusters Score -1.295244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -12952435.000000 Penalty: 3757.253906
	Iteration 166Q: 3 clusters Score -1.295244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -12952438.000000 Penalty: 3757.253906
	Iteration 167Q: 3 clusters Score -1.295244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -12952434.000000 Penalty: 3757.253906
	Iteration 168Q: 3 clusters Score -1.295243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -12952425.000000 Penalty: 3757.253906
	Iteration 169Q: 3 clusters Score -1.295242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -12952416.000000 Penalty: 3757.253906
	Iteration 170Q: 3 clusters Score -1.295242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -12952437.000000 Penalty: 3757.253906
	Iteration 171Q: 3 clusters Score -1.295244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -12952438.000000 Penalty: 3757.253906
	Iteration 172Q: 3 clusters Score -1.295244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -12952438.000000 Penalty: 3757.253906
	Iteration 173Q: 3 clusters Score -1.295244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -12952439.000000 Penalty: 3757.253906
	Iteration 174Q: 3 clusters Score -1.295244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92335 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -12952436.000000 Penalty: 3757.253906
	Iteration 175Q: 3 clusters Score -1.295244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -12952437.000000 Penalty: 3757.253906
	Iteration 176Q: 3 clusters Score -1.295244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -12952432.000000 Penalty: 3757.253906
	Iteration 177Q: 3 clusters Score -1.295243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92343 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -12952428.000000 Penalty: 3757.253906
	Iteration 178Q: 3 clusters Score -1.295243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -12952418.000000 Penalty: 3757.253906
	Iteration 179Q: 3 clusters Score -1.295242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -12952422.000000 Penalty: 3757.253906
	Iteration 180F: 3 clusters Score -1.295242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -12952421.000000 Penalty: 3757.253906
	Iteration 181Q: 3 clusters Score -1.295242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -12952423.000000 Penalty: 3757.253906
	Iteration 182Q: 3 clusters Score -1.295242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -12952414.000000 Penalty: 3757.253906
	Iteration 183Q: 3 clusters Score -1.295241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -12952417.000000 Penalty: 3757.253906
	Iteration 184Q: 3 clusters Score -1.295242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -12952417.000000 Penalty: 3757.253906
	Iteration 185F: 3 clusters Score -1.295242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Entering Unmasked Estep 
Score: -1020659.000000 Penalty: 1464.590454
	Iteration 0F: 2 clusters Score -1020659 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 4157 members 
Entering Unmasked Estep 
Score: -1014593.625000 Penalty: 2929.180908
	Iteration 0F: 3 clusters Score -1014594 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1016578.062500 Penalty: 2929.180908
	Iteration 1F: 3 clusters Score -1016578 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1016857.000000 Penalty: 2929.180908
	Iteration 2F: 3 clusters Score -1016857 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1017104.625000 Penalty: 2929.180908
	Iteration 3F: 3 clusters Score -1017105 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1017369.875000 Penalty: 2929.180908
	Iteration 4F: 3 clusters Score -1017370 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1017673.687500 Penalty: 2929.180908
	Iteration 5F: 3 clusters Score -1017674 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1017992.500000 Penalty: 2929.180908
	Iteration 6F: 3 clusters Score -1017992 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1018275.687500 Penalty: 2929.180908
	Iteration 7Q: 3 clusters Score -1018276 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1018506.187500 Penalty: 2929.180908
	Iteration 8Q: 3 clusters Score -1018506 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1018720.062500 Penalty: 2929.180908
	Iteration 9Q: 3 clusters Score -1018720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1018918.562500 Penalty: 2929.180908
	Iteration 10Q: 3 clusters Score -1018919 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1019081.437500 Penalty: 2929.180908
	Iteration 11Q: 3 clusters Score -1019081 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1019189.562500 Penalty: 2929.180908
	Iteration 12Q: 3 clusters Score -1019190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1019266.250000 Penalty: 2929.180908
	Iteration 13Q: 3 clusters Score -1019266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1019326.000000 Penalty: 2929.180908
	Iteration 14Q: 3 clusters Score -1019326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1019358.437500 Penalty: 2929.180908
	Iteration 15Q: 3 clusters Score -1019358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1019381.000000 Penalty: 2929.180908
	Iteration 16Q: 3 clusters Score -1019381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1019394.187500 Penalty: 2929.180908
	Iteration 17Q: 3 clusters Score -1019394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1019403.312500 Penalty: 2929.180908
	Iteration 18Q: 3 clusters Score -1019403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1019411.187500 Penalty: 2929.180908
	Iteration 19Q: 3 clusters Score -1019411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1019420.375000 Penalty: 2929.180908
	Iteration 20F: 3 clusters Score -1019420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1019429.062500 Penalty: 2929.180908
	Iteration 21Q: 3 clusters Score -1019429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1019436.062500 Penalty: 2929.180908
	Iteration 22Q: 3 clusters Score -1019436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1019440.687500 Penalty: 2929.180908
	Iteration 23Q: 3 clusters Score -1019441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1019444.250000 Penalty: 2929.180908
	Iteration 24Q: 3 clusters Score -1019444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1019451.812500 Penalty: 2929.180908
	Iteration 25Q: 3 clusters Score -1019452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1019453.687500 Penalty: 2929.180908
	Iteration 26Q: 3 clusters Score -1019454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1019452.812500 Penalty: 2929.180908
	Iteration 27Q: 3 clusters Score -1019453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1019454.875000 Penalty: 2929.180908
	Iteration 28Q: 3 clusters Score -1019455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1019454.687500 Penalty: 2929.180908
	Iteration 29Q: 3 clusters Score -1019455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1019458.125000 Penalty: 2929.180908
	Iteration 30Q: 3 clusters Score -1019458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1019457.937500 Penalty: 2929.180908
	Iteration 31Q: 3 clusters Score -1019458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1019459.750000 Penalty: 2929.180908
	Iteration 32Q: 3 clusters Score -1019460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1019459.875000 Penalty: 2929.180908
	Iteration 33Q: 3 clusters Score -1019460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1019462.500000 Penalty: 2929.180908
	Iteration 34Q: 3 clusters Score -1019462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1019464.562500 Penalty: 2929.180908
	Iteration 35Q: 3 clusters Score -1019465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1019468.812500 Penalty: 2929.180908
	Iteration 36Q: 3 clusters Score -1019469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1019476.187500 Penalty: 2929.180908
	Iteration 37Q: 3 clusters Score -1019476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1019481.937500 Penalty: 2929.180908
	Iteration 38Q: 3 clusters Score -1019482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1019485.750000 Penalty: 2929.180908
	Iteration 39Q: 3 clusters Score -1019486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1019488.375000 Penalty: 2929.180908
	Iteration 40F: 3 clusters Score -1019488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1019492.187500 Penalty: 2929.180908
	Iteration 41Q: 3 clusters Score -1019492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1019495.562500 Penalty: 2929.180908
	Iteration 42Q: 3 clusters Score -1019496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1019497.375000 Penalty: 2929.180908
	Iteration 43Q: 3 clusters Score -1019497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1019504.062500 Penalty: 2929.180908
	Iteration 44Q: 3 clusters Score -1019504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1019508.312500 Penalty: 2929.180908
	Iteration 45Q: 3 clusters Score -1019508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1019512.375000 Penalty: 2929.180908
	Iteration 46Q: 3 clusters Score -1019512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1019512.625000 Penalty: 2929.180908
	Iteration 47Q: 3 clusters Score -1019513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1019514.937500 Penalty: 2929.180908
	Iteration 48Q: 3 clusters Score -1019515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1019515.375000 Penalty: 2929.180908
	Iteration 49Q: 3 clusters Score -1019515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1019514.812500 Penalty: 2929.180908
	Iteration 50Q: 3 clusters Score -1019515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1019514.562500 Penalty: 2929.180908
	Iteration 51Q: 3 clusters Score -1019515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1019514.562500 Penalty: 2929.180908
	Iteration 52F: 3 clusters Score -1019515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -701967.562500 Penalty: 1410.719482
	Iteration 0F: 2 clusters Score -701967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -697445.750000 Penalty: 2821.438965
	Iteration 0F: 3 clusters Score -697445.8 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -698770.437500 Penalty: 2821.438965
	Iteration 1F: 3 clusters Score -698770.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -698979.500000 Penalty: 2821.438965
	Iteration 2F: 3 clusters Score -698979.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -699115.312500 Penalty: 2821.438965
	Iteration 3F: 3 clusters Score -699115.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -699206.000000 Penalty: 2821.438965
	Iteration 4Q: 3 clusters Score -699206 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -699286.437500 Penalty: 2821.438965
	Iteration 5Q: 3 clusters Score -699286.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -699359.625000 Penalty: 2821.438965
	Iteration 6Q: 3 clusters Score -699359.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -699441.687500 Penalty: 2821.438965
	Iteration 7Q: 3 clusters Score -699441.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -699528.625000 Penalty: 2821.438965
	Iteration 8Q: 3 clusters Score -699528.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -699622.250000 Penalty: 2821.438965
	Iteration 9Q: 3 clusters Score -699622.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -699728.375000 Penalty: 2821.438965
	Iteration 10Q: 3 clusters Score -699728.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -699857.812500 Penalty: 2821.438965
	Iteration 11Q: 3 clusters Score -699857.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -700013.312500 Penalty: 2821.438965
	Iteration 12Q: 3 clusters Score -700013.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -700193.062500 Penalty: 2821.438965
	Iteration 13Q: 3 clusters Score -700193.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -700366.750000 Penalty: 2821.438965
	Iteration 14Q: 3 clusters Score -700366.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -700517.250000 Penalty: 2821.438965
	Iteration 15Q: 3 clusters Score -700517.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -700631.750000 Penalty: 2821.438965
	Iteration 16Q: 3 clusters Score -700631.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -700721.062500 Penalty: 2821.438965
	Iteration 17Q: 3 clusters Score -700721.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -700774.187500 Penalty: 2821.438965
	Iteration 18Q: 3 clusters Score -700774.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -700812.750000 Penalty: 2821.438965
	Iteration 19Q: 3 clusters Score -700812.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -700840.250000 Penalty: 2821.438965
	Iteration 20F: 3 clusters Score -700840.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -700856.687500 Penalty: 2821.438965
	Iteration 21Q: 3 clusters Score -700856.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -700874.187500 Penalty: 2821.438965
	Iteration 22Q: 3 clusters Score -700874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -700877.875000 Penalty: 2821.438965
	Iteration 23Q: 3 clusters Score -700877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -700884.250000 Penalty: 2821.438965
	Iteration 24Q: 3 clusters Score -700884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -700889.937500 Penalty: 2821.438965
	Iteration 25Q: 3 clusters Score -700889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -700897.312500 Penalty: 2821.438965
	Iteration 26Q: 3 clusters Score -700897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -700901.687500 Penalty: 2821.438965
	Iteration 27Q: 3 clusters Score -700901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -700901.250000 Penalty: 2821.438965
	Iteration 28Q: 3 clusters Score -700901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -700902.875000 Penalty: 2821.438965
	Iteration 29Q: 3 clusters Score -700902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -700903.312500 Penalty: 2821.438965
	Iteration 30Q: 3 clusters Score -700903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -700904.187500 Penalty: 2821.438965
	Iteration 31Q: 3 clusters Score -700904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -700904.187500 Penalty: 2821.438965
	Iteration 32F: 3 clusters Score -700904.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -428136.437500 Penalty: 1322.089111
	Iteration 0F: 2 clusters Score -428136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -425156.687500 Penalty: 2644.178223
	Iteration 0F: 3 clusters Score -425156.7 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -425918.375000 Penalty: 2644.178223
	Iteration 1F: 3 clusters Score -425918.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -426108.093750 Penalty: 2644.178223
	Iteration 2F: 3 clusters Score -426108.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -426209.843750 Penalty: 2644.178223
	Iteration 3F: 3 clusters Score -426209.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -426263.406250 Penalty: 2644.178223
	Iteration 4Q: 3 clusters Score -426263.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -426295.812500 Penalty: 2644.178223
	Iteration 5Q: 3 clusters Score -426295.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -426322.968750 Penalty: 2644.178223
	Iteration 6Q: 3 clusters Score -426323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -426352.125000 Penalty: 2644.178223
	Iteration 7Q: 3 clusters Score -426352.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -426378.437500 Penalty: 2644.178223
	Iteration 8Q: 3 clusters Score -426378.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -426402.093750 Penalty: 2644.178223
	Iteration 9Q: 3 clusters Score -426402.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -426417.843750 Penalty: 2644.178223
	Iteration 10Q: 3 clusters Score -426417.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -426435.843750 Penalty: 2644.178223
	Iteration 11Q: 3 clusters Score -426435.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -426452.843750 Penalty: 2644.178223
	Iteration 12Q: 3 clusters Score -426452.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -426467.093750 Penalty: 2644.178223
	Iteration 13Q: 3 clusters Score -426467.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -426483.250000 Penalty: 2644.178223
	Iteration 14Q: 3 clusters Score -426483.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -426494.000000 Penalty: 2644.178223
	Iteration 15Q: 3 clusters Score -426494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -426504.843750 Penalty: 2644.178223
	Iteration 16Q: 3 clusters Score -426504.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -426515.187500 Penalty: 2644.178223
	Iteration 17Q: 3 clusters Score -426515.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -426527.812500 Penalty: 2644.178223
	Iteration 18Q: 3 clusters Score -426527.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -426538.312500 Penalty: 2644.178223
	Iteration 19Q: 3 clusters Score -426538.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -426550.750000 Penalty: 2644.178223
	Iteration 20F: 3 clusters Score -426550.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -426566.468750 Penalty: 2644.178223
	Iteration 21Q: 3 clusters Score -426566.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -426578.312500 Penalty: 2644.178223
	Iteration 22Q: 3 clusters Score -426578.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -426588.312500 Penalty: 2644.178223
	Iteration 23Q: 3 clusters Score -426588.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -426606.218750 Penalty: 2644.178223
	Iteration 24Q: 3 clusters Score -426606.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -426618.281250 Penalty: 2644.178223
	Iteration 25Q: 3 clusters Score -426618.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -426635.468750 Penalty: 2644.178223
	Iteration 26Q: 3 clusters Score -426635.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -426652.218750 Penalty: 2644.178223
	Iteration 27Q: 3 clusters Score -426652.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -426674.937500 Penalty: 2644.178223
	Iteration 28Q: 3 clusters Score -426674.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -426695.062500 Penalty: 2644.178223
	Iteration 29Q: 3 clusters Score -426695.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -426713.031250 Penalty: 2644.178223
	Iteration 30Q: 3 clusters Score -426713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -426728.250000 Penalty: 2644.178223
	Iteration 31Q: 3 clusters Score -426728.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -426740.218750 Penalty: 2644.178223
	Iteration 32Q: 3 clusters Score -426740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -426748.031250 Penalty: 2644.178223
	Iteration 33Q: 3 clusters Score -426748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -426755.062500 Penalty: 2644.178223
	Iteration 34Q: 3 clusters Score -426755.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -426761.906250 Penalty: 2644.178223
	Iteration 35Q: 3 clusters Score -426761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -426765.125000 Penalty: 2644.178223
	Iteration 36Q: 3 clusters Score -426765.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -426768.468750 Penalty: 2644.178223
	Iteration 37Q: 3 clusters Score -426768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -426773.875000 Penalty: 2644.178223
	Iteration 38Q: 3 clusters Score -426773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -426776.781250 Penalty: 2644.178223
	Iteration 39Q: 3 clusters Score -426776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -426780.750000 Penalty: 2644.178223
	Iteration 40F: 3 clusters Score -426780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -426783.750000 Penalty: 2644.178223
	Iteration 41Q: 3 clusters Score -426783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -426786.812500 Penalty: 2644.178223
	Iteration 42Q: 3 clusters Score -426786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -426790.000000 Penalty: 2644.178223
	Iteration 43Q: 3 clusters Score -426790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -426794.093750 Penalty: 2644.178223
	Iteration 44Q: 3 clusters Score -426794.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -426801.468750 Penalty: 2644.178223
	Iteration 45Q: 3 clusters Score -426801.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -426810.437500 Penalty: 2644.178223
	Iteration 46Q: 3 clusters Score -426810.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -426816.843750 Penalty: 2644.178223
	Iteration 47Q: 3 clusters Score -426816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -426824.750000 Penalty: 2644.178223
	Iteration 48Q: 3 clusters Score -426824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -426833.468750 Penalty: 2644.178223
	Iteration 49Q: 3 clusters Score -426833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -426839.125000 Penalty: 2644.178223
	Iteration 50Q: 3 clusters Score -426839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -426843.531250 Penalty: 2644.178223
	Iteration 51Q: 3 clusters Score -426843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -426845.500000 Penalty: 2644.178223
	Iteration 52Q: 3 clusters Score -426845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -426847.406250 Penalty: 2644.178223
	Iteration 53Q: 3 clusters Score -426847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -426849.093750 Penalty: 2644.178223
	Iteration 54Q: 3 clusters Score -426849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -426850.968750 Penalty: 2644.178223
	Iteration 55Q: 3 clusters Score -426851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -426852.843750 Penalty: 2644.178223
	Iteration 56Q: 3 clusters Score -426852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -426855.875000 Penalty: 2644.178223
	Iteration 57Q: 3 clusters Score -426855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -426856.875000 Penalty: 2644.178223
	Iteration 58Q: 3 clusters Score -426856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -426856.875000 Penalty: 2644.178223
	Iteration 59F: 3 clusters Score -426856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -60901.722656 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -60901.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59824.296875 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -59824.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60186.410156 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -60186.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60483.339844 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -60483.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60634.070312 Penalty: 2093.307617
	Iteration 3F: 3 clusters Score -60634.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60706.175781 Penalty: 2093.307617
	Iteration 4Q: 3 clusters Score -60706.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60770.980469 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -60770.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60823.226562 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -60823.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60875.703125 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -60875.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60914.445312 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -60914.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60942.437500 Penalty: 2093.307617
	Iteration 9Q: 3 clusters Score -60942.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60986.839844 Penalty: 2093.307617
	Iteration 10Q: 3 clusters Score -60986.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61026.140625 Penalty: 2093.307617
	Iteration 11Q: 3 clusters Score -61026.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61035.613281 Penalty: 2093.307617
	Iteration 12Q: 3 clusters Score -61035.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61040.953125 Penalty: 2093.307617
	Iteration 13Q: 3 clusters Score -61040.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61042.828125 Penalty: 2093.307617
	Iteration 14Q: 3 clusters Score -61042.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61043.390625 Penalty: 2093.307617
	Iteration 15Q: 3 clusters Score -61043.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61043.511719 Penalty: 2093.307617
	Iteration 16Q: 3 clusters Score -61043.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61043.710938 Penalty: 2093.307617
	Iteration 17Q: 3 clusters Score -61043.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61043.710938 Penalty: 2093.307617
	Iteration 18F: 3 clusters Score -61043.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 104902 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 114230 members 
Mstep: Class 10 contains 117512 members 
Mstep: Class 11 contains 50499 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112828 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119748 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112622 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9577 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 20769 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132372 members 
Mstep: Class 31 contains 4222 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45323 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15532 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 300 members 
Entering Unmasked Estep 
Score: -141727456.000000 Penalty: 97552.609375
Splitting cluster 7 changes total score from -141728400.000000 to -141727456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -770397.687500 Penalty: 1421.082764
	Iteration 0F: 2 clusters Score -770397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -765657.937500 Penalty: 2842.165527
	Iteration 0F: 3 clusters Score -765657.9 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -767040.375000 Penalty: 2842.165527
	Iteration 1F: 3 clusters Score -767040.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -767266.375000 Penalty: 2842.165527
	Iteration 2F: 3 clusters Score -767266.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -767444.312500 Penalty: 2842.165527
	Iteration 3F: 3 clusters Score -767444.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -767582.687500 Penalty: 2842.165527
	Iteration 4Q: 3 clusters Score -767582.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -767706.125000 Penalty: 2842.165527
	Iteration 5Q: 3 clusters Score -767706.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -767823.937500 Penalty: 2842.165527
	Iteration 6Q: 3 clusters Score -767823.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -767927.687500 Penalty: 2842.165527
	Iteration 7Q: 3 clusters Score -767927.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -768044.875000 Penalty: 2842.165527
	Iteration 8Q: 3 clusters Score -768044.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -768174.250000 Penalty: 2842.165527
	Iteration 9Q: 3 clusters Score -768174.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -768302.250000 Penalty: 2842.165527
	Iteration 10Q: 3 clusters Score -768302.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -768430.625000 Penalty: 2842.165527
	Iteration 11Q: 3 clusters Score -768430.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -768545.812500 Penalty: 2842.165527
	Iteration 12Q: 3 clusters Score -768545.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -768645.250000 Penalty: 2842.165527
	Iteration 13Q: 3 clusters Score -768645.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -768747.812500 Penalty: 2842.165527
	Iteration 14Q: 3 clusters Score -768747.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -768836.312500 Penalty: 2842.165527
	Iteration 15Q: 3 clusters Score -768836.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -768911.875000 Penalty: 2842.165527
	Iteration 16Q: 3 clusters Score -768911.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -768966.312500 Penalty: 2842.165527
	Iteration 17Q: 3 clusters Score -768966.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -768998.687500 Penalty: 2842.165527
	Iteration 18Q: 3 clusters Score -768998.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -769027.875000 Penalty: 2842.165527
	Iteration 19Q: 3 clusters Score -769027.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -769049.750000 Penalty: 2842.165527
	Iteration 20F: 3 clusters Score -769049.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -769067.125000 Penalty: 2842.165527
	Iteration 21Q: 3 clusters Score -769067.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -769081.312500 Penalty: 2842.165527
	Iteration 22Q: 3 clusters Score -769081.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -769094.500000 Penalty: 2842.165527
	Iteration 23Q: 3 clusters Score -769094.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -769106.375000 Penalty: 2842.165527
	Iteration 24Q: 3 clusters Score -769106.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -769123.937500 Penalty: 2842.165527
	Iteration 25Q: 3 clusters Score -769123.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -769141.500000 Penalty: 2842.165527
	Iteration 26Q: 3 clusters Score -769141.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -769154.125000 Penalty: 2842.165527
	Iteration 27Q: 3 clusters Score -769154.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -769164.750000 Penalty: 2842.165527
	Iteration 28Q: 3 clusters Score -769164.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -769174.000000 Penalty: 2842.165527
	Iteration 29Q: 3 clusters Score -769174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -769180.187500 Penalty: 2842.165527
	Iteration 30Q: 3 clusters Score -769180.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -769190.125000 Penalty: 2842.165527
	Iteration 31Q: 3 clusters Score -769190.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -769197.687500 Penalty: 2842.165527
	Iteration 32Q: 3 clusters Score -769197.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -769206.750000 Penalty: 2842.165527
	Iteration 33Q: 3 clusters Score -769206.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -769216.062500 Penalty: 2842.165527
	Iteration 34Q: 3 clusters Score -769216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -769220.937500 Penalty: 2842.165527
	Iteration 35Q: 3 clusters Score -769220.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -769226.125000 Penalty: 2842.165527
	Iteration 36Q: 3 clusters Score -769226.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -769232.437500 Penalty: 2842.165527
	Iteration 37Q: 3 clusters Score -769232.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -769236.812500 Penalty: 2842.165527
	Iteration 38Q: 3 clusters Score -769236.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -769245.125000 Penalty: 2842.165527
	Iteration 39Q: 3 clusters Score -769245.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -769248.937500 Penalty: 2842.165527
	Iteration 40F: 3 clusters Score -769248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -769253.937500 Penalty: 2842.165527
	Iteration 41Q: 3 clusters Score -769253.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -769261.937500 Penalty: 2842.165527
	Iteration 42Q: 3 clusters Score -769261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -769268.500000 Penalty: 2842.165527
	Iteration 43Q: 3 clusters Score -769268.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -769273.750000 Penalty: 2842.165527
	Iteration 44Q: 3 clusters Score -769273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -769280.500000 Penalty: 2842.165527
	Iteration 45Q: 3 clusters Score -769280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -769284.000000 Penalty: 2842.165527
	Iteration 46Q: 3 clusters Score -769284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -769285.437500 Penalty: 2842.165527
	Iteration 47Q: 3 clusters Score -769285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -769286.562500 Penalty: 2842.165527
	Iteration 48Q: 3 clusters Score -769286.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -769290.187500 Penalty: 2842.165527
	Iteration 49Q: 3 clusters Score -769290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -769289.937500 Penalty: 2842.165527
	Iteration 50Q: 3 clusters Score -769289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -769292.312500 Penalty: 2842.165527
	Iteration 51Q: 3 clusters Score -769292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -769293.625000 Penalty: 2842.165527
	Iteration 52Q: 3 clusters Score -769293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -769294.062500 Penalty: 2842.165527
	Iteration 53Q: 3 clusters Score -769294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -769294.625000 Penalty: 2842.165527
	Iteration 54Q: 3 clusters Score -769294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -769295.062500 Penalty: 2842.165527
	Iteration 55Q: 3 clusters Score -769295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -769297.187500 Penalty: 2842.165527
	Iteration 56Q: 3 clusters Score -769297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -769297.812500 Penalty: 2842.165527
	Iteration 57Q: 3 clusters Score -769297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -769297.312500 Penalty: 2842.165527
	Iteration 58Q: 3 clusters Score -769297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -769296.500000 Penalty: 2842.165527
	Iteration 59Q: 3 clusters Score -769296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -769296.500000 Penalty: 2842.165527
	Iteration 60F: 3 clusters Score -769296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (114230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Entering Unmasked Estep 
Score: -14424603.000000 Penalty: 1892.469971
	Iteration 0F: 2 clusters Score -1.44246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -14350937.000000 Penalty: 3784.939941
	Iteration 0F: 3 clusters Score -1.435094e+07 nChanged 54732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -14382762.000000 Penalty: 3784.939941
	Iteration 1F: 3 clusters Score -1.438276e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -14383845.000000 Penalty: 3784.939941
	Iteration 2Q: 3 clusters Score -1.438384e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -14385540.000000 Penalty: 3784.939941
	Iteration 3Q: 3 clusters Score -1.438554e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -14389010.000000 Penalty: 3784.939941
	Iteration 4F: 3 clusters Score -1.438901e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -14395336.000000 Penalty: 3784.939941
	Iteration 5F: 3 clusters Score -1.439534e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -14405264.000000 Penalty: 3784.939941
	Iteration 6F: 3 clusters Score -1.440526e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -14415032.000000 Penalty: 3784.939941
	Iteration 7F: 3 clusters Score -1.441503e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -14420107.000000 Penalty: 3784.939941
	Iteration 8F: 3 clusters Score -1.442011e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 112384 members 
Entering Unmasked Estep 
Score: -14421914.000000 Penalty: 3784.939941
	Iteration 9Q: 3 clusters Score -1.442191e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -14422480.000000 Penalty: 3784.939941
	Iteration 10Q: 3 clusters Score -1.442248e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -14422681.000000 Penalty: 3784.939941
	Iteration 11Q: 3 clusters Score -1.442268e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 113747 members 
Entering Unmasked Estep 
Score: -14422764.000000 Penalty: 3784.939941
	Iteration 12Q: 3 clusters Score -1.442276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 113802 members 
Entering Unmasked Estep 
Score: -14422828.000000 Penalty: 3784.939941
	Iteration 13Q: 3 clusters Score -1.442283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -14422844.000000 Penalty: 3784.939941
	Iteration 14Q: 3 clusters Score -1.442284e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -14422875.000000 Penalty: 3784.939941
	Iteration 15Q: 3 clusters Score -1.442288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -14422891.000000 Penalty: 3784.939941
	Iteration 16Q: 3 clusters Score -1.442289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -14422919.000000 Penalty: 3784.939941
	Iteration 17Q: 3 clusters Score -1.442292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -14422933.000000 Penalty: 3784.939941
	Iteration 18Q: 3 clusters Score -1.442293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -14422954.000000 Penalty: 3784.939941
	Iteration 19Q: 3 clusters Score -1.442295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -14422965.000000 Penalty: 3784.939941
	Iteration 20F: 3 clusters Score -1.442296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -14422983.000000 Penalty: 3784.939941
	Iteration 21Q: 3 clusters Score -1.442298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -14422987.000000 Penalty: 3784.939941
	Iteration 22Q: 3 clusters Score -1.442299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -14422999.000000 Penalty: 3784.939941
	Iteration 23Q: 3 clusters Score -1.4423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -14423006.000000 Penalty: 3784.939941
	Iteration 24Q: 3 clusters Score -1.442301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -14423014.000000 Penalty: 3784.939941
	Iteration 25Q: 3 clusters Score -1.442301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 113923 members 
Entering Unmasked Estep 
Score: -14423006.000000 Penalty: 3784.939941
	Iteration 26Q: 3 clusters Score -1.442301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113927 members 
Entering Unmasked Estep 
Score: -14423011.000000 Penalty: 3784.939941
	Iteration 27Q: 3 clusters Score -1.442301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 113928 members 
Entering Unmasked Estep 
Score: -14423017.000000 Penalty: 3784.939941
	Iteration 28Q: 3 clusters Score -1.442302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -14423020.000000 Penalty: 3784.939941
	Iteration 29Q: 3 clusters Score -1.442302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -14423015.000000 Penalty: 3784.939941
	Iteration 30Q: 3 clusters Score -1.442302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -14423009.000000 Penalty: 3784.939941
	Iteration 31Q: 3 clusters Score -1.442301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -14423009.000000 Penalty: 3784.939941
	Iteration 32F: 3 clusters Score -1.442301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117512 members 
Entering Unmasked Estep 
Score: -14808615.000000 Penalty: 1897.072998
	Iteration 0F: 2 clusters Score -1.480862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -14733203.000000 Penalty: 3794.145996
	Iteration 0F: 3 clusters Score -1.47332e+07 nChanged 56503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -14766227.000000 Penalty: 3794.145996
	Iteration 1F: 3 clusters Score -1.476623e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -14767024.000000 Penalty: 3794.145996
	Iteration 2Q: 3 clusters Score -1.476702e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -14768182.000000 Penalty: 3794.145996
	Iteration 3Q: 3 clusters Score -1.476818e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -14769410.000000 Penalty: 3794.145996
	Iteration 4Q: 3 clusters Score -1.476941e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -14771403.000000 Penalty: 3794.145996
	Iteration 5Q: 3 clusters Score -1.47714e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -14773908.000000 Penalty: 3794.145996
	Iteration 6Q: 3 clusters Score -1.477391e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -14777957.000000 Penalty: 3794.145996
	Iteration 7F: 3 clusters Score -1.477796e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -14783449.000000 Penalty: 3794.145996
	Iteration 8F: 3 clusters Score -1.478345e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -14789900.000000 Penalty: 3794.145996
	Iteration 9F: 3 clusters Score -1.47899e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -14794942.000000 Penalty: 3794.145996
	Iteration 10F: 3 clusters Score -1.479494e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -14797672.000000 Penalty: 3794.145996
	Iteration 11Q: 3 clusters Score -1.479767e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -14799345.000000 Penalty: 3794.145996
	Iteration 12Q: 3 clusters Score -1.479934e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -14800635.000000 Penalty: 3794.145996
	Iteration 13Q: 3 clusters Score -1.480064e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -14801900.000000 Penalty: 3794.145996
	Iteration 14Q: 3 clusters Score -1.48019e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93099 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -14803060.000000 Penalty: 3794.145996
	Iteration 15Q: 3 clusters Score -1.480306e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -14804008.000000 Penalty: 3794.145996
	Iteration 16Q: 3 clusters Score -1.480401e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -14804889.000000 Penalty: 3794.145996
	Iteration 17Q: 3 clusters Score -1.480489e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -14805576.000000 Penalty: 3794.145996
	Iteration 18Q: 3 clusters Score -1.480558e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -14806184.000000 Penalty: 3794.145996
	Iteration 19Q: 3 clusters Score -1.480618e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -14806585.000000 Penalty: 3794.145996
	Iteration 20F: 3 clusters Score -1.480658e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -14807075.000000 Penalty: 3794.145996
	Iteration 21Q: 3 clusters Score -1.480708e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -14807483.000000 Penalty: 3794.145996
	Iteration 22Q: 3 clusters Score -1.480748e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -14807838.000000 Penalty: 3794.145996
	Iteration 23Q: 3 clusters Score -1.480784e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -14808218.000000 Penalty: 3794.145996
	Iteration 24Q: 3 clusters Score -1.480822e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -14808347.000000 Penalty: 3794.145996
	Iteration 25Q: 3 clusters Score -1.480835e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -14808521.000000 Penalty: 3794.145996
	Iteration 26Q: 3 clusters Score -1.480852e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -14808699.000000 Penalty: 3794.145996
	Iteration 27Q: 3 clusters Score -1.48087e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -14808801.000000 Penalty: 3794.145996
	Iteration 28Q: 3 clusters Score -1.48088e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -14808823.000000 Penalty: 3794.145996
	Iteration 29Q: 3 clusters Score -1.480882e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -14808852.000000 Penalty: 3794.145996
	Iteration 30Q: 3 clusters Score -1.480885e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -14808929.000000 Penalty: 3794.145996
	Iteration 31Q: 3 clusters Score -1.480893e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -14808863.000000 Penalty: 3794.145996
	Iteration 32Q: 3 clusters Score -1.480886e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -14808770.000000 Penalty: 3794.145996
	Iteration 33Q: 3 clusters Score -1.480877e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -14808744.000000 Penalty: 3794.145996
	Iteration 34Q: 3 clusters Score -1.480874e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -14808640.000000 Penalty: 3794.145996
	Iteration 35Q: 3 clusters Score -1.480864e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -14808518.000000 Penalty: 3794.145996
	Iteration 36Q: 3 clusters Score -1.480852e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -14808484.000000 Penalty: 3794.145996
	Iteration 37Q: 3 clusters Score -1.480848e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113121 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -14808421.000000 Penalty: 3794.145996
	Iteration 38Q: 3 clusters Score -1.480842e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -14808360.000000 Penalty: 3794.145996
	Iteration 39Q: 3 clusters Score -1.480836e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113708 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -14808276.000000 Penalty: 3794.145996
	Iteration 40F: 3 clusters Score -1.480828e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -14808257.000000 Penalty: 3794.145996
	Iteration 41Q: 3 clusters Score -1.480826e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114223 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -14808201.000000 Penalty: 3794.145996
	Iteration 42Q: 3 clusters Score -1.48082e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -14808147.000000 Penalty: 3794.145996
	Iteration 43Q: 3 clusters Score -1.480815e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114689 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -14808152.000000 Penalty: 3794.145996
	Iteration 44Q: 3 clusters Score -1.480815e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -14808097.000000 Penalty: 3794.145996
	Iteration 45Q: 3 clusters Score -1.48081e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115033 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -14808077.000000 Penalty: 3794.145996
	Iteration 46Q: 3 clusters Score -1.480808e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -14808073.000000 Penalty: 3794.145996
	Iteration 47Q: 3 clusters Score -1.480807e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -14808034.000000 Penalty: 3794.145996
	Iteration 48Q: 3 clusters Score -1.480803e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -14808008.000000 Penalty: 3794.145996
	Iteration 49Q: 3 clusters Score -1.480801e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115510 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -14807979.000000 Penalty: 3794.145996
	Iteration 50Q: 3 clusters Score -1.480798e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115605 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -14807939.000000 Penalty: 3794.145996
	Iteration 51Q: 3 clusters Score -1.480794e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -14807887.000000 Penalty: 3794.145996
	Iteration 52Q: 3 clusters Score -1.480789e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14807869.000000 Penalty: 3794.145996
	Iteration 53Q: 3 clusters Score -1.480787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -14807873.000000 Penalty: 3794.145996
	Iteration 54Q: 3 clusters Score -1.480787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115856 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14807824.000000 Penalty: 3794.145996
	Iteration 55Q: 3 clusters Score -1.480782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -14807826.000000 Penalty: 3794.145996
	Iteration 56Q: 3 clusters Score -1.480783e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115929 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -14807826.000000 Penalty: 3794.145996
	Iteration 57Q: 3 clusters Score -1.480783e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -14807788.000000 Penalty: 3794.145996
	Iteration 58Q: 3 clusters Score -1.480779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14807786.000000 Penalty: 3794.145996
	Iteration 59Q: 3 clusters Score -1.480779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116001 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -14807788.000000 Penalty: 3794.145996
	Iteration 60F: 3 clusters Score -1.480779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116029 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14807799.000000 Penalty: 3794.145996
	Iteration 61Q: 3 clusters Score -1.48078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116050 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14807787.000000 Penalty: 3794.145996
	Iteration 62Q: 3 clusters Score -1.480779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14807781.000000 Penalty: 3794.145996
	Iteration 63Q: 3 clusters Score -1.480778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -14807772.000000 Penalty: 3794.145996
	Iteration 64Q: 3 clusters Score -1.480777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116096 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -14807771.000000 Penalty: 3794.145996
	Iteration 65Q: 3 clusters Score -1.480777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -14807767.000000 Penalty: 3794.145996
	Iteration 66Q: 3 clusters Score -1.480777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116126 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14807765.000000 Penalty: 3794.145996
	Iteration 67Q: 3 clusters Score -1.480776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14807756.000000 Penalty: 3794.145996
	Iteration 68Q: 3 clusters Score -1.480776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14807769.000000 Penalty: 3794.145996
	Iteration 69Q: 3 clusters Score -1.480777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116155 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14807748.000000 Penalty: 3794.145996
	Iteration 70Q: 3 clusters Score -1.480775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -14807745.000000 Penalty: 3794.145996
	Iteration 71Q: 3 clusters Score -1.480774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116165 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -14807754.000000 Penalty: 3794.145996
	Iteration 72Q: 3 clusters Score -1.480775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14807749.000000 Penalty: 3794.145996
	Iteration 73Q: 3 clusters Score -1.480775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14807752.000000 Penalty: 3794.145996
	Iteration 74Q: 3 clusters Score -1.480775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14807742.000000 Penalty: 3794.145996
	Iteration 75Q: 3 clusters Score -1.480774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14807740.000000 Penalty: 3794.145996
	Iteration 76Q: 3 clusters Score -1.480774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116179 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14807740.000000 Penalty: 3794.145996
	Iteration 77Q: 3 clusters Score -1.480774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -14807740.000000 Penalty: 3794.145996
	Iteration 78Q: 3 clusters Score -1.480774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14807744.000000 Penalty: 3794.145996
	Iteration 79Q: 3 clusters Score -1.480774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116182 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14807746.000000 Penalty: 3794.145996
	Iteration 80F: 3 clusters Score -1.480775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14807752.000000 Penalty: 3794.145996
	Iteration 81Q: 3 clusters Score -1.480775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14807740.000000 Penalty: 3794.145996
	Iteration 82Q: 3 clusters Score -1.480774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14807728.000000 Penalty: 3794.145996
	Iteration 83Q: 3 clusters Score -1.480773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -14807726.000000 Penalty: 3794.145996
	Iteration 84Q: 3 clusters Score -1.480773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14807728.000000 Penalty: 3794.145996
	Iteration 85Q: 3 clusters Score -1.480773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116199 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14807729.000000 Penalty: 3794.145996
	Iteration 86Q: 3 clusters Score -1.480773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -14807717.000000 Penalty: 3794.145996
	Iteration 87Q: 3 clusters Score -1.480772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14807724.000000 Penalty: 3794.145996
	Iteration 88Q: 3 clusters Score -1.480772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14807738.000000 Penalty: 3794.145996
	Iteration 89Q: 3 clusters Score -1.480774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -14807741.000000 Penalty: 3794.145996
	Iteration 90Q: 3 clusters Score -1.480774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14807736.000000 Penalty: 3794.145996
	Iteration 91Q: 3 clusters Score -1.480774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -14807739.000000 Penalty: 3794.145996
	Iteration 92Q: 3 clusters Score -1.480774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14807737.000000 Penalty: 3794.145996
	Iteration 93Q: 3 clusters Score -1.480774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14807737.000000 Penalty: 3794.145996
	Iteration 94F: 3 clusters Score -1.480774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Entering Unmasked Estep 
Score: -6178266.500000 Penalty: 1759.827759
	Iteration 0F: 2 clusters Score -6178266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -6144462.500000 Penalty: 3519.655518
	Iteration 0F: 3 clusters Score -6144462 nChanged 23798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -6158157.000000 Penalty: 3519.655518
	Iteration 1F: 3 clusters Score -6158157 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -6158871.000000 Penalty: 3519.655518
	Iteration 2Q: 3 clusters Score -6158871 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -6159811.500000 Penalty: 3519.655518
	Iteration 3Q: 3 clusters Score -6159812 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -6161202.500000 Penalty: 3519.655518
	Iteration 4F: 3 clusters Score -6161202 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6163486.000000 Penalty: 3519.655518
	Iteration 5F: 3 clusters Score -6163486 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -6166886.000000 Penalty: 3519.655518
	Iteration 6F: 3 clusters Score -6166886 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6170988.500000 Penalty: 3519.655518
	Iteration 7F: 3 clusters Score -6170988 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6174315.500000 Penalty: 3519.655518
	Iteration 8F: 3 clusters Score -6174316 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6176211.500000 Penalty: 3519.655518
	Iteration 9Q: 3 clusters Score -6176212 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6177035.000000 Penalty: 3519.655518
	Iteration 10Q: 3 clusters Score -6177035 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6177353.500000 Penalty: 3519.655518
	Iteration 11Q: 3 clusters Score -6177354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6177501.500000 Penalty: 3519.655518
	Iteration 12Q: 3 clusters Score -6177502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6177585.000000 Penalty: 3519.655518
	Iteration 13Q: 3 clusters Score -6177585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6177635.500000 Penalty: 3519.655518
	Iteration 14Q: 3 clusters Score -6177636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6177682.500000 Penalty: 3519.655518
	Iteration 15Q: 3 clusters Score -6177682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6177714.500000 Penalty: 3519.655518
	Iteration 16Q: 3 clusters Score -6177714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6177736.500000 Penalty: 3519.655518
	Iteration 17Q: 3 clusters Score -6177736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6177753.500000 Penalty: 3519.655518
	Iteration 18Q: 3 clusters Score -6177754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6177768.000000 Penalty: 3519.655518
	Iteration 19Q: 3 clusters Score -6177768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6177775.500000 Penalty: 3519.655518
	Iteration 20F: 3 clusters Score -6177776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6177789.500000 Penalty: 3519.655518
	Iteration 21Q: 3 clusters Score -6177790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6177797.500000 Penalty: 3519.655518
	Iteration 22Q: 3 clusters Score -6177798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6177797.500000 Penalty: 3519.655518
	Iteration 23F: 3 clusters Score -6177798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -256037.234375 Penalty: 1245.837158
	Iteration 0F: 2 clusters Score -256037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -253867.937500 Penalty: 2491.674316
	Iteration 0F: 3 clusters Score -253867.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -254370.406250 Penalty: 2491.674316
	Iteration 1F: 3 clusters Score -254370.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -254471.734375 Penalty: 2491.674316
	Iteration 2F: 3 clusters Score -254471.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -254537.843750 Penalty: 2491.674316
	Iteration 3Q: 3 clusters Score -254537.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -254585.203125 Penalty: 2491.674316
	Iteration 4Q: 3 clusters Score -254585.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -254621.484375 Penalty: 2491.674316
	Iteration 5Q: 3 clusters Score -254621.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -254668.250000 Penalty: 2491.674316
	Iteration 6Q: 3 clusters Score -254668.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -254712.343750 Penalty: 2491.674316
	Iteration 7Q: 3 clusters Score -254712.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -254750.875000 Penalty: 2491.674316
	Iteration 8Q: 3 clusters Score -254750.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -254787.296875 Penalty: 2491.674316
	Iteration 9Q: 3 clusters Score -254787.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -254823.734375 Penalty: 2491.674316
	Iteration 10Q: 3 clusters Score -254823.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -254870.593750 Penalty: 2491.674316
	Iteration 11Q: 3 clusters Score -254870.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254928.296875 Penalty: 2491.674316
	Iteration 12Q: 3 clusters Score -254928.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -254980.468750 Penalty: 2491.674316
	Iteration 13Q: 3 clusters Score -254980.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -255034.156250 Penalty: 2491.674316
	Iteration 14Q: 3 clusters Score -255034.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -255110.375000 Penalty: 2491.674316
	Iteration 15Q: 3 clusters Score -255110.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -255167.000000 Penalty: 2491.674316
	Iteration 16Q: 3 clusters Score -255167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -255213.812500 Penalty: 2491.674316
	Iteration 17Q: 3 clusters Score -255213.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -255259.453125 Penalty: 2491.674316
	Iteration 18Q: 3 clusters Score -255259.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -255297.921875 Penalty: 2491.674316
	Iteration 19Q: 3 clusters Score -255297.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -255330.125000 Penalty: 2491.674316
	Iteration 20F: 3 clusters Score -255330.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255357.562500 Penalty: 2491.674316
	Iteration 21Q: 3 clusters Score -255357.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255394.890625 Penalty: 2491.674316
	Iteration 22Q: 3 clusters Score -255394.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -255421.468750 Penalty: 2491.674316
	Iteration 23Q: 3 clusters Score -255421.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -255442.000000 Penalty: 2491.674316
	Iteration 24Q: 3 clusters Score -255442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -255458.953125 Penalty: 2491.674316
	Iteration 25Q: 3 clusters Score -255459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -255470.937500 Penalty: 2491.674316
	Iteration 26Q: 3 clusters Score -255470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -255480.609375 Penalty: 2491.674316
	Iteration 27Q: 3 clusters Score -255480.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -255489.703125 Penalty: 2491.674316
	Iteration 28Q: 3 clusters Score -255489.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -255497.140625 Penalty: 2491.674316
	Iteration 29Q: 3 clusters Score -255497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -255504.437500 Penalty: 2491.674316
	Iteration 30Q: 3 clusters Score -255504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -255506.859375 Penalty: 2491.674316
	Iteration 31Q: 3 clusters Score -255506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -255510.515625 Penalty: 2491.674316
	Iteration 32Q: 3 clusters Score -255510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -255515.093750 Penalty: 2491.674316
	Iteration 33Q: 3 clusters Score -255515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -255519.062500 Penalty: 2491.674316
	Iteration 34Q: 3 clusters Score -255519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -255522.203125 Penalty: 2491.674316
	Iteration 35Q: 3 clusters Score -255522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -255525.000000 Penalty: 2491.674316
	Iteration 36Q: 3 clusters Score -255525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -255527.281250 Penalty: 2491.674316
	Iteration 37Q: 3 clusters Score -255527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -255532.328125 Penalty: 2491.674316
	Iteration 38Q: 3 clusters Score -255532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -255534.015625 Penalty: 2491.674316
	Iteration 39Q: 3 clusters Score -255534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -255536.562500 Penalty: 2491.674316
	Iteration 40F: 3 clusters Score -255536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -255541.890625 Penalty: 2491.674316
	Iteration 41Q: 3 clusters Score -255541.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -255551.125000 Penalty: 2491.674316
	Iteration 42Q: 3 clusters Score -255551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -255562.031250 Penalty: 2491.674316
	Iteration 43Q: 3 clusters Score -255562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -255566.312500 Penalty: 2491.674316
	Iteration 44Q: 3 clusters Score -255566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -255571.687500 Penalty: 2491.674316
	Iteration 45Q: 3 clusters Score -255571.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -255573.593750 Penalty: 2491.674316
	Iteration 46Q: 3 clusters Score -255573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -255574.875000 Penalty: 2491.674316
	Iteration 47Q: 3 clusters Score -255574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -255575.640625 Penalty: 2491.674316
	Iteration 48Q: 3 clusters Score -255575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -255575.968750 Penalty: 2491.674316
	Iteration 49Q: 3 clusters Score -255576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255576.281250 Penalty: 2491.674316
	Iteration 50Q: 3 clusters Score -255576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255576.281250 Penalty: 2491.674316
	Iteration 51F: 3 clusters Score -255576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -19056.066406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -19056.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18426.722656 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -18426.72 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18828.115234 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -18828.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19066.281250 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -19066.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19207.718750 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -19207.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19225.617188 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -19225.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19259.519531 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -19259.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19279.197266 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -19279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19293.707031 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -19293.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19302.996094 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -19303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19302.996094 Penalty: 1842.711304
	Iteration 9F: 3 clusters Score -19303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 104902 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 114230 members 
Mstep: Class 10 contains 117512 members 
Mstep: Class 11 contains 50499 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 97 members 
Mstep: Class 14 contains 112828 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119748 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112622 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9577 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 20769 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132372 members 
Mstep: Class 31 contains 4222 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45323 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15532 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 193 members 
Entering Unmasked Estep 
Score: -141727328.000000 Penalty: 97552.609375
Splitting cluster 13 changes total score from -141728400.000000 to -141727328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (112828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Entering Unmasked Estep 
Score: -14248402.000000 Penalty: 1890.463257
	Iteration 0F: 2 clusters Score -1.42484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -14174216.000000 Penalty: 3780.926514
	Iteration 0F: 3 clusters Score -1.417422e+07 nChanged 54245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -14205987.000000 Penalty: 3780.926514
	Iteration 1F: 3 clusters Score -1.420599e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -14207239.000000 Penalty: 3780.926514
	Iteration 2Q: 3 clusters Score -1.420724e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -14209081.000000 Penalty: 3780.926514
	Iteration 3Q: 3 clusters Score -1.420908e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -14212317.000000 Penalty: 3780.926514
	Iteration 4F: 3 clusters Score -1.421232e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -14217723.000000 Penalty: 3780.926514
	Iteration 5F: 3 clusters Score -1.421772e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -14225145.000000 Penalty: 3780.926514
	Iteration 6F: 3 clusters Score -1.422514e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -14232448.000000 Penalty: 3780.926514
	Iteration 7F: 3 clusters Score -1.423245e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -14236577.000000 Penalty: 3780.926514
	Iteration 8F: 3 clusters Score -1.423658e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -14238069.000000 Penalty: 3780.926514
	Iteration 9Q: 3 clusters Score -1.423807e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -14238980.000000 Penalty: 3780.926514
	Iteration 10Q: 3 clusters Score -1.423898e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -14239493.000000 Penalty: 3780.926514
	Iteration 11Q: 3 clusters Score -1.423949e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -14239931.000000 Penalty: 3780.926514
	Iteration 12Q: 3 clusters Score -1.423993e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -14240263.000000 Penalty: 3780.926514
	Iteration 13Q: 3 clusters Score -1.424026e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -14240645.000000 Penalty: 3780.926514
	Iteration 14Q: 3 clusters Score -1.424064e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -14240933.000000 Penalty: 3780.926514
	Iteration 15Q: 3 clusters Score -1.424093e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -14241266.000000 Penalty: 3780.926514
	Iteration 16Q: 3 clusters Score -1.424127e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -14241559.000000 Penalty: 3780.926514
	Iteration 17Q: 3 clusters Score -1.424156e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -14241815.000000 Penalty: 3780.926514
	Iteration 18Q: 3 clusters Score -1.424182e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -14242083.000000 Penalty: 3780.926514
	Iteration 19Q: 3 clusters Score -1.424208e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -14242368.000000 Penalty: 3780.926514
	Iteration 20F: 3 clusters Score -1.424237e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -14242603.000000 Penalty: 3780.926514
	Iteration 21Q: 3 clusters Score -1.42426e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -14242848.000000 Penalty: 3780.926514
	Iteration 22Q: 3 clusters Score -1.424285e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 92882 members 
Entering Unmasked Estep 
Score: -14243254.000000 Penalty: 3780.926514
	Iteration 23Q: 3 clusters Score -1.424325e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -14243478.000000 Penalty: 3780.926514
	Iteration 24Q: 3 clusters Score -1.424348e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -14243762.000000 Penalty: 3780.926514
	Iteration 25Q: 3 clusters Score -1.424376e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -14244140.000000 Penalty: 3780.926514
	Iteration 26Q: 3 clusters Score -1.424414e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -14244374.000000 Penalty: 3780.926514
	Iteration 27Q: 3 clusters Score -1.424437e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -14244659.000000 Penalty: 3780.926514
	Iteration 28Q: 3 clusters Score -1.424466e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -14244961.000000 Penalty: 3780.926514
	Iteration 29Q: 3 clusters Score -1.424496e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -14245268.000000 Penalty: 3780.926514
	Iteration 30Q: 3 clusters Score -1.424527e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 100998 members 
Entering Unmasked Estep 
Score: -14245485.000000 Penalty: 3780.926514
	Iteration 31Q: 3 clusters Score -1.424548e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -14245741.000000 Penalty: 3780.926514
	Iteration 32Q: 3 clusters Score -1.424574e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 102561 members 
Entering Unmasked Estep 
Score: -14245939.000000 Penalty: 3780.926514
	Iteration 33Q: 3 clusters Score -1.424594e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -14246180.000000 Penalty: 3780.926514
	Iteration 34Q: 3 clusters Score -1.424618e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -14246402.000000 Penalty: 3780.926514
	Iteration 35Q: 3 clusters Score -1.42464e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -14246617.000000 Penalty: 3780.926514
	Iteration 36Q: 3 clusters Score -1.424662e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -14246841.000000 Penalty: 3780.926514
	Iteration 37Q: 3 clusters Score -1.424684e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -14246992.000000 Penalty: 3780.926514
	Iteration 38Q: 3 clusters Score -1.424699e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -14247103.000000 Penalty: 3780.926514
	Iteration 39Q: 3 clusters Score -1.42471e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -14247197.000000 Penalty: 3780.926514
	Iteration 40F: 3 clusters Score -1.42472e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -14247276.000000 Penalty: 3780.926514
	Iteration 41Q: 3 clusters Score -1.424728e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -14247377.000000 Penalty: 3780.926514
	Iteration 42Q: 3 clusters Score -1.424738e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -14247397.000000 Penalty: 3780.926514
	Iteration 43Q: 3 clusters Score -1.42474e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -14247395.000000 Penalty: 3780.926514
	Iteration 44Q: 3 clusters Score -1.42474e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 108581 members 
Entering Unmasked Estep 
Score: -14247427.000000 Penalty: 3780.926514
	Iteration 45Q: 3 clusters Score -1.424743e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -14247416.000000 Penalty: 3780.926514
	Iteration 46Q: 3 clusters Score -1.424742e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -14247408.000000 Penalty: 3780.926514
	Iteration 47Q: 3 clusters Score -1.424741e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -14247399.000000 Penalty: 3780.926514
	Iteration 48Q: 3 clusters Score -1.42474e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -14247421.000000 Penalty: 3780.926514
	Iteration 49Q: 3 clusters Score -1.424742e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -14247428.000000 Penalty: 3780.926514
	Iteration 50Q: 3 clusters Score -1.424743e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -14247435.000000 Penalty: 3780.926514
	Iteration 51Q: 3 clusters Score -1.424744e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -14247424.000000 Penalty: 3780.926514
	Iteration 52Q: 3 clusters Score -1.424742e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -14247441.000000 Penalty: 3780.926514
	Iteration 53Q: 3 clusters Score -1.424744e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
Score: -14247418.000000 Penalty: 3780.926514
	Iteration 54Q: 3 clusters Score -1.424742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 110059 members 
Entering Unmasked Estep 
Score: -14247440.000000 Penalty: 3780.926514
	Iteration 55Q: 3 clusters Score -1.424744e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -14247450.000000 Penalty: 3780.926514
	Iteration 56Q: 3 clusters Score -1.424745e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -14247463.000000 Penalty: 3780.926514
	Iteration 57Q: 3 clusters Score -1.424746e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -14247492.000000 Penalty: 3780.926514
	Iteration 58Q: 3 clusters Score -1.424749e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 110332 members 
Entering Unmasked Estep 
Score: -14247495.000000 Penalty: 3780.926514
	Iteration 59Q: 3 clusters Score -1.42475e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 60F: 3 clusters Score -1.424752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -14247530.000000 Penalty: 3780.926514
	Iteration 61Q: 3 clusters Score -1.424753e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -14247516.000000 Penalty: 3780.926514
	Iteration 62Q: 3 clusters Score -1.424752e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -14247520.000000 Penalty: 3780.926514
	Iteration 63Q: 3 clusters Score -1.424752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -14247526.000000 Penalty: 3780.926514
	Iteration 64Q: 3 clusters Score -1.424753e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 65Q: 3 clusters Score -1.424752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -14247542.000000 Penalty: 3780.926514
	Iteration 66Q: 3 clusters Score -1.424754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -14247534.000000 Penalty: 3780.926514
	Iteration 67Q: 3 clusters Score -1.424753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -14247536.000000 Penalty: 3780.926514
	Iteration 68Q: 3 clusters Score -1.424754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -14247535.000000 Penalty: 3780.926514
	Iteration 69Q: 3 clusters Score -1.424754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 110730 members 
Entering Unmasked Estep 
Score: -14247548.000000 Penalty: 3780.926514
	Iteration 70Q: 3 clusters Score -1.424755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -14247547.000000 Penalty: 3780.926514
	Iteration 71Q: 3 clusters Score -1.424755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -14247550.000000 Penalty: 3780.926514
	Iteration 72Q: 3 clusters Score -1.424755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -14247533.000000 Penalty: 3780.926514
	Iteration 73Q: 3 clusters Score -1.424753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -14247534.000000 Penalty: 3780.926514
	Iteration 74Q: 3 clusters Score -1.424753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -14247525.000000 Penalty: 3780.926514
	Iteration 75Q: 3 clusters Score -1.424752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -14247533.000000 Penalty: 3780.926514
	Iteration 76Q: 3 clusters Score -1.424753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -14247530.000000 Penalty: 3780.926514
	Iteration 77Q: 3 clusters Score -1.424753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -14247529.000000 Penalty: 3780.926514
	Iteration 78Q: 3 clusters Score -1.424753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
Score: -14247532.000000 Penalty: 3780.926514
	Iteration 79Q: 3 clusters Score -1.424753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -14247534.000000 Penalty: 3780.926514
	Iteration 80F: 3 clusters Score -1.424753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -14247536.000000 Penalty: 3780.926514
	Iteration 81Q: 3 clusters Score -1.424754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -14247536.000000 Penalty: 3780.926514
	Iteration 82Q: 3 clusters Score -1.424754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -14247546.000000 Penalty: 3780.926514
	Iteration 83Q: 3 clusters Score -1.424755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -14247537.000000 Penalty: 3780.926514
	Iteration 84Q: 3 clusters Score -1.424754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -14247528.000000 Penalty: 3780.926514
	Iteration 85Q: 3 clusters Score -1.424753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -14247527.000000 Penalty: 3780.926514
	Iteration 86Q: 3 clusters Score -1.424753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -14247511.000000 Penalty: 3780.926514
	Iteration 87Q: 3 clusters Score -1.424751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -14247520.000000 Penalty: 3780.926514
	Iteration 88Q: 3 clusters Score -1.424752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -14247525.000000 Penalty: 3780.926514
	Iteration 89Q: 3 clusters Score -1.424752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 110883 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 90Q: 3 clusters Score -1.424752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -14247525.000000 Penalty: 3780.926514
	Iteration 91Q: 3 clusters Score -1.424752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -14247530.000000 Penalty: 3780.926514
	Iteration 92Q: 3 clusters Score -1.424753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 93Q: 3 clusters Score -1.424752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -14247515.000000 Penalty: 3780.926514
	Iteration 94Q: 3 clusters Score -1.424752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -14247506.000000 Penalty: 3780.926514
	Iteration 95Q: 3 clusters Score -1.424751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -14247524.000000 Penalty: 3780.926514
	Iteration 96Q: 3 clusters Score -1.424752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -14247528.000000 Penalty: 3780.926514
	Iteration 97Q: 3 clusters Score -1.424753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -14247521.000000 Penalty: 3780.926514
	Iteration 98Q: 3 clusters Score -1.424752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -14247528.000000 Penalty: 3780.926514
	Iteration 99Q: 3 clusters Score -1.424753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -14247525.000000 Penalty: 3780.926514
	Iteration 100F: 3 clusters Score -1.424752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -14247529.000000 Penalty: 3780.926514
	Iteration 101Q: 3 clusters Score -1.424753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -14247524.000000 Penalty: 3780.926514
	Iteration 102Q: 3 clusters Score -1.424752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -14247523.000000 Penalty: 3780.926514
	Iteration 103Q: 3 clusters Score -1.424752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -14247529.000000 Penalty: 3780.926514
	Iteration 104Q: 3 clusters Score -1.424753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -14247532.000000 Penalty: 3780.926514
	Iteration 105Q: 3 clusters Score -1.424753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -14247526.000000 Penalty: 3780.926514
	Iteration 106Q: 3 clusters Score -1.424753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -14247516.000000 Penalty: 3780.926514
	Iteration 107Q: 3 clusters Score -1.424752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -14247521.000000 Penalty: 3780.926514
	Iteration 108Q: 3 clusters Score -1.424752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -14247524.000000 Penalty: 3780.926514
	Iteration 109Q: 3 clusters Score -1.424752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -14247532.000000 Penalty: 3780.926514
	Iteration 110Q: 3 clusters Score -1.424753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -14247533.000000 Penalty: 3780.926514
	Iteration 111Q: 3 clusters Score -1.424753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 110999 members 
Entering Unmasked Estep 
Score: -14247520.000000 Penalty: 3780.926514
	Iteration 112Q: 3 clusters Score -1.424752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -14247528.000000 Penalty: 3780.926514
	Iteration 113Q: 3 clusters Score -1.424753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 114Q: 3 clusters Score -1.424752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 115Q: 3 clusters Score -1.424752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 116Q: 3 clusters Score -1.424752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -14247522.000000 Penalty: 3780.926514
	Iteration 117Q: 3 clusters Score -1.424752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 111022 members 
Entering Unmasked Estep 
Score: -14247513.000000 Penalty: 3780.926514
	Iteration 118Q: 3 clusters Score -1.424751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 111022 members 
Entering Unmasked Estep 
Score: -14247513.000000 Penalty: 3780.926514
	Iteration 119F: 3 clusters Score -1.424751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Entering Unmasked Estep 
Score: -1747821.625000 Penalty: 1554.370117
	Iteration 0F: 2 clusters Score -1747822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1737902.375000 Penalty: 3108.740234
	Iteration 0F: 3 clusters Score -1737902 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1741357.000000 Penalty: 3108.740234
	Iteration 1F: 3 clusters Score -1741357 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1741659.500000 Penalty: 3108.740234
	Iteration 2F: 3 clusters Score -1741660 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1741998.500000 Penalty: 3108.740234
	Iteration 3F: 3 clusters Score -1741998 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1742338.500000 Penalty: 3108.740234
	Iteration 4Q: 3 clusters Score -1742338 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1742683.125000 Penalty: 3108.740234
	Iteration 5Q: 3 clusters Score -1742683 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1743076.750000 Penalty: 3108.740234
	Iteration 6Q: 3 clusters Score -1743077 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1743556.125000 Penalty: 3108.740234
	Iteration 7F: 3 clusters Score -1743556 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1744004.750000 Penalty: 3108.740234
	Iteration 8F: 3 clusters Score -1744005 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1744419.000000 Penalty: 3108.740234
	Iteration 9Q: 3 clusters Score -1744419 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1744700.000000 Penalty: 3108.740234
	Iteration 10Q: 3 clusters Score -1744700 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1744948.500000 Penalty: 3108.740234
	Iteration 11Q: 3 clusters Score -1744948 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1745157.375000 Penalty: 3108.740234
	Iteration 12Q: 3 clusters Score -1745157 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1745364.000000 Penalty: 3108.740234
	Iteration 13Q: 3 clusters Score -1745364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1745549.000000 Penalty: 3108.740234
	Iteration 14Q: 3 clusters Score -1745549 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1745712.500000 Penalty: 3108.740234
	Iteration 15Q: 3 clusters Score -1745712 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1745899.000000 Penalty: 3108.740234
	Iteration 16Q: 3 clusters Score -1745899 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1746104.750000 Penalty: 3108.740234
	Iteration 17Q: 3 clusters Score -1746105 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1746306.250000 Penalty: 3108.740234
	Iteration 18Q: 3 clusters Score -1746306 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1746486.750000 Penalty: 3108.740234
	Iteration 19Q: 3 clusters Score -1746487 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1746628.375000 Penalty: 3108.740234
	Iteration 20F: 3 clusters Score -1746628 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1746750.250000 Penalty: 3108.740234
	Iteration 21Q: 3 clusters Score -1746750 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1746831.125000 Penalty: 3108.740234
	Iteration 22Q: 3 clusters Score -1746831 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1746890.250000 Penalty: 3108.740234
	Iteration 23Q: 3 clusters Score -1746890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1746943.125000 Penalty: 3108.740234
	Iteration 24Q: 3 clusters Score -1746943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1746969.750000 Penalty: 3108.740234
	Iteration 25Q: 3 clusters Score -1746970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1746994.250000 Penalty: 3108.740234
	Iteration 26Q: 3 clusters Score -1746994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1747010.125000 Penalty: 3108.740234
	Iteration 27Q: 3 clusters Score -1747010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1747020.750000 Penalty: 3108.740234
	Iteration 28Q: 3 clusters Score -1747021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1747038.750000 Penalty: 3108.740234
	Iteration 29Q: 3 clusters Score -1747039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1747055.375000 Penalty: 3108.740234
	Iteration 30Q: 3 clusters Score -1747055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1747079.000000 Penalty: 3108.740234
	Iteration 31Q: 3 clusters Score -1747079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1747103.125000 Penalty: 3108.740234
	Iteration 32Q: 3 clusters Score -1747103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1747115.000000 Penalty: 3108.740234
	Iteration 33Q: 3 clusters Score -1747115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1747128.625000 Penalty: 3108.740234
	Iteration 34Q: 3 clusters Score -1747129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1747133.875000 Penalty: 3108.740234
	Iteration 35Q: 3 clusters Score -1747134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1747149.375000 Penalty: 3108.740234
	Iteration 36Q: 3 clusters Score -1747149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1747158.625000 Penalty: 3108.740234
	Iteration 37Q: 3 clusters Score -1747159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1747172.250000 Penalty: 3108.740234
	Iteration 38Q: 3 clusters Score -1747172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1747184.625000 Penalty: 3108.740234
	Iteration 39Q: 3 clusters Score -1747185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1747188.250000 Penalty: 3108.740234
	Iteration 40F: 3 clusters Score -1747188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1747196.875000 Penalty: 3108.740234
	Iteration 41Q: 3 clusters Score -1747197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1747201.000000 Penalty: 3108.740234
	Iteration 42Q: 3 clusters Score -1747201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1747201.500000 Penalty: 3108.740234
	Iteration 43Q: 3 clusters Score -1747202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1747205.250000 Penalty: 3108.740234
	Iteration 44Q: 3 clusters Score -1747205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1747206.500000 Penalty: 3108.740234
	Iteration 45Q: 3 clusters Score -1747206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1747211.125000 Penalty: 3108.740234
	Iteration 46Q: 3 clusters Score -1747211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1747218.125000 Penalty: 3108.740234
	Iteration 47Q: 3 clusters Score -1747218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1747224.875000 Penalty: 3108.740234
	Iteration 48Q: 3 clusters Score -1747225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1747226.000000 Penalty: 3108.740234
	Iteration 49Q: 3 clusters Score -1747226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1747230.250000 Penalty: 3108.740234
	Iteration 50Q: 3 clusters Score -1747230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1747236.875000 Penalty: 3108.740234
	Iteration 51Q: 3 clusters Score -1747237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1747242.250000 Penalty: 3108.740234
	Iteration 52Q: 3 clusters Score -1747242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1747250.500000 Penalty: 3108.740234
	Iteration 53Q: 3 clusters Score -1747250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1747253.375000 Penalty: 3108.740234
	Iteration 54Q: 3 clusters Score -1747253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1747256.750000 Penalty: 3108.740234
	Iteration 55Q: 3 clusters Score -1747257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1747261.750000 Penalty: 3108.740234
	Iteration 56Q: 3 clusters Score -1747262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1747261.375000 Penalty: 3108.740234
	Iteration 57Q: 3 clusters Score -1747261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1747259.625000 Penalty: 3108.740234
	Iteration 58Q: 3 clusters Score -1747260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1747265.000000 Penalty: 3108.740234
	Iteration 59Q: 3 clusters Score -1747265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1747266.875000 Penalty: 3108.740234
	Iteration 60F: 3 clusters Score -1747267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1747267.750000 Penalty: 3108.740234
	Iteration 61Q: 3 clusters Score -1747268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1747264.625000 Penalty: 3108.740234
	Iteration 62Q: 3 clusters Score -1747265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1747263.000000 Penalty: 3108.740234
	Iteration 63Q: 3 clusters Score -1747263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1747262.375000 Penalty: 3108.740234
	Iteration 64Q: 3 clusters Score -1747262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1747263.000000 Penalty: 3108.740234
	Iteration 65Q: 3 clusters Score -1747263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1747263.000000 Penalty: 3108.740234
	Iteration 66F: 3 clusters Score -1747263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -196304.625000 Penalty: 1211.767700
	Iteration 0F: 2 clusters Score -196304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -194423.859375 Penalty: 2423.535400
	Iteration 0F: 3 clusters Score -194423.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194943.078125 Penalty: 2423.535400
	Iteration 1F: 3 clusters Score -194943.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195233.750000 Penalty: 2423.535400
	Iteration 2F: 3 clusters Score -195233.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195468.562500 Penalty: 2423.535400
	Iteration 3F: 3 clusters Score -195468.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -195699.031250 Penalty: 2423.535400
	Iteration 4F: 3 clusters Score -195699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195901.640625 Penalty: 2423.535400
	Iteration 5F: 3 clusters Score -195901.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -196119.578125 Penalty: 2423.535400
	Iteration 6F: 3 clusters Score -196119.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -196277.062500 Penalty: 2423.535400
	Iteration 7Q: 3 clusters Score -196277.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -196326.109375 Penalty: 2423.535400
	Iteration 8Q: 3 clusters Score -196326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196345.875000 Penalty: 2423.535400
	Iteration 9Q: 3 clusters Score -196345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -196348.671875 Penalty: 2423.535400
	Iteration 10Q: 3 clusters Score -196348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196350.734375 Penalty: 2423.535400
	Iteration 11Q: 3 clusters Score -196350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -196353.187500 Penalty: 2423.535400
	Iteration 12Q: 3 clusters Score -196353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196355.062500 Penalty: 2423.535400
	Iteration 13Q: 3 clusters Score -196355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196356.796875 Penalty: 2423.535400
	Iteration 14Q: 3 clusters Score -196356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196358.312500 Penalty: 2423.535400
	Iteration 15Q: 3 clusters Score -196358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196361.000000 Penalty: 2423.535400
	Iteration 16Q: 3 clusters Score -196361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -196362.515625 Penalty: 2423.535400
	Iteration 17Q: 3 clusters Score -196362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -196362.515625 Penalty: 2423.535400
	Iteration 18F: 3 clusters Score -196362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 104902 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 114230 members 
Mstep: Class 10 contains 117512 members 
Mstep: Class 11 contains 50499 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112828 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 964 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119748 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112622 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9577 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 20769 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132372 members 
Mstep: Class 31 contains 4222 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45323 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15532 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 768 members 
Entering Unmasked Estep 
Score: -141727440.000000 Penalty: 97552.609375
Splitting cluster 16 changes total score from -141728400.000000 to -141727440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -627868.687500 Penalty: 1389.759644
	Iteration 0F: 2 clusters Score -627868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -623712.000000 Penalty: 2779.519287
	Iteration 0F: 3 clusters Score -623712 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -624915.625000 Penalty: 2779.519287
	Iteration 1F: 3 clusters Score -624915.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -625103.500000 Penalty: 2779.519287
	Iteration 2F: 3 clusters Score -625103.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -625263.875000 Penalty: 2779.519287
	Iteration 3F: 3 clusters Score -625263.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -625404.000000 Penalty: 2779.519287
	Iteration 4F: 3 clusters Score -625404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -625505.250000 Penalty: 2779.519287
	Iteration 5Q: 3 clusters Score -625505.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -625587.375000 Penalty: 2779.519287
	Iteration 6Q: 3 clusters Score -625587.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -625690.562500 Penalty: 2779.519287
	Iteration 7Q: 3 clusters Score -625690.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -625825.375000 Penalty: 2779.519287
	Iteration 8Q: 3 clusters Score -625825.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -625977.375000 Penalty: 2779.519287
	Iteration 9Q: 3 clusters Score -625977.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -626126.250000 Penalty: 2779.519287
	Iteration 10Q: 3 clusters Score -626126.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -626269.812500 Penalty: 2779.519287
	Iteration 11Q: 3 clusters Score -626269.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -626389.250000 Penalty: 2779.519287
	Iteration 12Q: 3 clusters Score -626389.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -626488.687500 Penalty: 2779.519287
	Iteration 13Q: 3 clusters Score -626488.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -626559.000000 Penalty: 2779.519287
	Iteration 14Q: 3 clusters Score -626559 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -626624.937500 Penalty: 2779.519287
	Iteration 15Q: 3 clusters Score -626624.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -626694.937500 Penalty: 2779.519287
	Iteration 16Q: 3 clusters Score -626694.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -626761.312500 Penalty: 2779.519287
	Iteration 17Q: 3 clusters Score -626761.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -626844.375000 Penalty: 2779.519287
	Iteration 18Q: 3 clusters Score -626844.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -626922.750000 Penalty: 2779.519287
	Iteration 19Q: 3 clusters Score -626922.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -626993.187500 Penalty: 2779.519287
	Iteration 20F: 3 clusters Score -626993.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -627043.500000 Penalty: 2779.519287
	Iteration 21Q: 3 clusters Score -627043.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -627098.062500 Penalty: 2779.519287
	Iteration 22Q: 3 clusters Score -627098.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -627139.937500 Penalty: 2779.519287
	Iteration 23Q: 3 clusters Score -627139.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -627177.687500 Penalty: 2779.519287
	Iteration 24Q: 3 clusters Score -627177.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -627216.937500 Penalty: 2779.519287
	Iteration 25Q: 3 clusters Score -627216.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -627251.750000 Penalty: 2779.519287
	Iteration 26Q: 3 clusters Score -627251.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -627273.875000 Penalty: 2779.519287
	Iteration 27Q: 3 clusters Score -627273.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -627292.062500 Penalty: 2779.519287
	Iteration 28Q: 3 clusters Score -627292.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -627305.562500 Penalty: 2779.519287
	Iteration 29Q: 3 clusters Score -627305.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -627318.250000 Penalty: 2779.519287
	Iteration 30Q: 3 clusters Score -627318.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -627330.937500 Penalty: 2779.519287
	Iteration 31Q: 3 clusters Score -627330.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -627338.375000 Penalty: 2779.519287
	Iteration 32Q: 3 clusters Score -627338.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -627349.937500 Penalty: 2779.519287
	Iteration 33Q: 3 clusters Score -627349.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -627359.687500 Penalty: 2779.519287
	Iteration 34Q: 3 clusters Score -627359.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -627366.812500 Penalty: 2779.519287
	Iteration 35Q: 3 clusters Score -627366.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -627372.875000 Penalty: 2779.519287
	Iteration 36Q: 3 clusters Score -627372.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -627385.625000 Penalty: 2779.519287
	Iteration 37Q: 3 clusters Score -627385.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -627397.625000 Penalty: 2779.519287
	Iteration 38Q: 3 clusters Score -627397.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -627414.625000 Penalty: 2779.519287
	Iteration 39Q: 3 clusters Score -627414.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -627436.125000 Penalty: 2779.519287
	Iteration 40F: 3 clusters Score -627436.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -627468.937500 Penalty: 2779.519287
	Iteration 41Q: 3 clusters Score -627468.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -627500.375000 Penalty: 2779.519287
	Iteration 42Q: 3 clusters Score -627500.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -627523.750000 Penalty: 2779.519287
	Iteration 43Q: 3 clusters Score -627523.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -627546.625000 Penalty: 2779.519287
	Iteration 44Q: 3 clusters Score -627546.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -627564.437500 Penalty: 2779.519287
	Iteration 45Q: 3 clusters Score -627564.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -627574.187500 Penalty: 2779.519287
	Iteration 46Q: 3 clusters Score -627574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -627579.687500 Penalty: 2779.519287
	Iteration 47Q: 3 clusters Score -627579.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -627589.125000 Penalty: 2779.519287
	Iteration 48Q: 3 clusters Score -627589.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -627601.312500 Penalty: 2779.519287
	Iteration 49Q: 3 clusters Score -627601.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -627614.750000 Penalty: 2779.519287
	Iteration 50Q: 3 clusters Score -627614.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -627621.062500 Penalty: 2779.519287
	Iteration 51Q: 3 clusters Score -627621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -627625.812500 Penalty: 2779.519287
	Iteration 52Q: 3 clusters Score -627625.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -627628.375000 Penalty: 2779.519287
	Iteration 53Q: 3 clusters Score -627628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -627632.312500 Penalty: 2779.519287
	Iteration 54Q: 3 clusters Score -627632.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -627632.312500 Penalty: 2779.519287
	Iteration 55Q: 3 clusters Score -627632.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -627635.750000 Penalty: 2779.519287
	Iteration 56Q: 3 clusters Score -627635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -627635.687500 Penalty: 2779.519287
	Iteration 57Q: 3 clusters Score -627635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -627635.687500 Penalty: 2779.519287
	Iteration 58F: 3 clusters Score -627635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (119748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119748 members 
Entering Unmasked Estep 
Score: -15039667.000000 Penalty: 1900.135986
	Iteration 0F: 2 clusters Score -1.503967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -14963875.000000 Penalty: 3800.271973
	Iteration 0F: 3 clusters Score -1.496388e+07 nChanged 57415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -14998128.000000 Penalty: 3800.271973
	Iteration 1F: 3 clusters Score -1.499813e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -14999363.000000 Penalty: 3800.271973
	Iteration 2Q: 3 clusters Score -1.499936e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -15001373.000000 Penalty: 3800.271973
	Iteration 3Q: 3 clusters Score -1.500137e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -15004347.000000 Penalty: 3800.271973
	Iteration 4F: 3 clusters Score -1.500435e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -15009129.000000 Penalty: 3800.271973
	Iteration 5F: 3 clusters Score -1.500913e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -15015586.000000 Penalty: 3800.271973
	Iteration 6F: 3 clusters Score -1.501559e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -15022787.000000 Penalty: 3800.271973
	Iteration 7F: 3 clusters Score -1.502279e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -15028726.000000 Penalty: 3800.271973
	Iteration 8F: 3 clusters Score -1.502873e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -15032057.000000 Penalty: 3800.271973
	Iteration 9Q: 3 clusters Score -1.503206e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -15033670.000000 Penalty: 3800.271973
	Iteration 10Q: 3 clusters Score -1.503367e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -15034740.000000 Penalty: 3800.271973
	Iteration 11Q: 3 clusters Score -1.503474e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -15035495.000000 Penalty: 3800.271973
	Iteration 12Q: 3 clusters Score -1.50355e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -15036431.000000 Penalty: 3800.271973
	Iteration 13Q: 3 clusters Score -1.503643e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -15037316.000000 Penalty: 3800.271973
	Iteration 14Q: 3 clusters Score -1.503732e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -15038055.000000 Penalty: 3800.271973
	Iteration 15Q: 3 clusters Score -1.503806e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -15038712.000000 Penalty: 3800.271973
	Iteration 16Q: 3 clusters Score -1.503871e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106684 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -15039295.000000 Penalty: 3800.271973
	Iteration 17Q: 3 clusters Score -1.50393e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -15039636.000000 Penalty: 3800.271973
	Iteration 18Q: 3 clusters Score -1.503964e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -15039867.000000 Penalty: 3800.271973
	Iteration 19Q: 3 clusters Score -1.503987e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -15039933.000000 Penalty: 3800.271973
	Iteration 20F: 3 clusters Score -1.503993e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -15039906.000000 Penalty: 3800.271973
	Iteration 21Q: 3 clusters Score -1.503991e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -15039903.000000 Penalty: 3800.271973
	Iteration 22Q: 3 clusters Score -1.50399e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -15039802.000000 Penalty: 3800.271973
	Iteration 23Q: 3 clusters Score -1.50398e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -15039776.000000 Penalty: 3800.271973
	Iteration 24Q: 3 clusters Score -1.503978e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115003 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -15039765.000000 Penalty: 3800.271973
	Iteration 25Q: 3 clusters Score -1.503976e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -15039714.000000 Penalty: 3800.271973
	Iteration 26Q: 3 clusters Score -1.503971e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -15039655.000000 Penalty: 3800.271973
	Iteration 27Q: 3 clusters Score -1.503966e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -15039527.000000 Penalty: 3800.271973
	Iteration 28Q: 3 clusters Score -1.503953e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15039456.000000 Penalty: 3800.271973
	Iteration 29Q: 3 clusters Score -1.503946e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -15039501.000000 Penalty: 3800.271973
	Iteration 30Q: 3 clusters Score -1.50395e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -15039465.000000 Penalty: 3800.271973
	Iteration 31Q: 3 clusters Score -1.503946e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15039417.000000 Penalty: 3800.271973
	Iteration 32Q: 3 clusters Score -1.503942e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117579 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -15039348.000000 Penalty: 3800.271973
	Iteration 33Q: 3 clusters Score -1.503935e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15039303.000000 Penalty: 3800.271973
	Iteration 34Q: 3 clusters Score -1.50393e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -15039275.000000 Penalty: 3800.271973
	Iteration 35Q: 3 clusters Score -1.503928e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117960 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -15039228.000000 Penalty: 3800.271973
	Iteration 36Q: 3 clusters Score -1.503923e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15039208.000000 Penalty: 3800.271973
	Iteration 37Q: 3 clusters Score -1.503921e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118116 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15039167.000000 Penalty: 3800.271973
	Iteration 38Q: 3 clusters Score -1.503917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15039129.000000 Penalty: 3800.271973
	Iteration 39Q: 3 clusters Score -1.503913e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15039103.000000 Penalty: 3800.271973
	Iteration 40F: 3 clusters Score -1.50391e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118286 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -15039105.000000 Penalty: 3800.271973
	Iteration 41Q: 3 clusters Score -1.50391e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118333 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15039085.000000 Penalty: 3800.271973
	Iteration 42Q: 3 clusters Score -1.503908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -15039091.000000 Penalty: 3800.271973
	Iteration 43Q: 3 clusters Score -1.503909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118392 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15039091.000000 Penalty: 3800.271973
	Iteration 44Q: 3 clusters Score -1.503909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15039071.000000 Penalty: 3800.271973
	Iteration 45Q: 3 clusters Score -1.503907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -15039071.000000 Penalty: 3800.271973
	Iteration 46Q: 3 clusters Score -1.503907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118450 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15039059.000000 Penalty: 3800.271973
	Iteration 47Q: 3 clusters Score -1.503906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118465 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15039042.000000 Penalty: 3800.271973
	Iteration 48Q: 3 clusters Score -1.503904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -15039029.000000 Penalty: 3800.271973
	Iteration 49Q: 3 clusters Score -1.503903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -15039031.000000 Penalty: 3800.271973
	Iteration 50Q: 3 clusters Score -1.503903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -15039026.000000 Penalty: 3800.271973
	Iteration 51Q: 3 clusters Score -1.503903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15039008.000000 Penalty: 3800.271973
	Iteration 52Q: 3 clusters Score -1.503901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118531 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -15039004.000000 Penalty: 3800.271973
	Iteration 53Q: 3 clusters Score -1.5039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118540 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15039018.000000 Penalty: 3800.271973
	Iteration 54Q: 3 clusters Score -1.503902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118546 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -15039023.000000 Penalty: 3800.271973
	Iteration 55Q: 3 clusters Score -1.503902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118551 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -15039023.000000 Penalty: 3800.271973
	Iteration 56Q: 3 clusters Score -1.503902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15039011.000000 Penalty: 3800.271973
	Iteration 57Q: 3 clusters Score -1.503901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15039006.000000 Penalty: 3800.271973
	Iteration 58Q: 3 clusters Score -1.503901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15039006.000000 Penalty: 3800.271973
	Iteration 59F: 3 clusters Score -1.503901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -63642.207031 Penalty: 1045.091309
	Iteration 0F: 2 clusters Score -63642.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62479.980469 Penalty: 2090.182617
	Iteration 0F: 3 clusters Score -62479.98 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62759.976562 Penalty: 2090.182617
	Iteration 1F: 3 clusters Score -62759.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62901.285156 Penalty: 2090.182617
	Iteration 2F: 3 clusters Score -62901.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63053.769531 Penalty: 2090.182617
	Iteration 3F: 3 clusters Score -63053.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63139.210938 Penalty: 2090.182617
	Iteration 4F: 3 clusters Score -63139.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63215.097656 Penalty: 2090.182617
	Iteration 5Q: 3 clusters Score -63215.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63259.164062 Penalty: 2090.182617
	Iteration 6Q: 3 clusters Score -63259.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63311.421875 Penalty: 2090.182617
	Iteration 7Q: 3 clusters Score -63311.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63342.359375 Penalty: 2090.182617
	Iteration 8Q: 3 clusters Score -63342.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63354.488281 Penalty: 2090.182617
	Iteration 9Q: 3 clusters Score -63354.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63355.207031 Penalty: 2090.182617
	Iteration 10Q: 3 clusters Score -63355.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63355.207031 Penalty: 2090.182617
	Iteration 11F: 3 clusters Score -63355.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (112622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112622 members 
Entering Unmasked Estep 
Score: -14244763.000000 Penalty: 1890.166260
	Iteration 0F: 2 clusters Score -1.424476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -14171719.000000 Penalty: 3780.332520
	Iteration 0F: 3 clusters Score -1.417172e+07 nChanged 53838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -14203811.000000 Penalty: 3780.332520
	Iteration 1F: 3 clusters Score -1.420381e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -14205128.000000 Penalty: 3780.332520
	Iteration 2Q: 3 clusters Score -1.420513e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -14207143.000000 Penalty: 3780.332520
	Iteration 3Q: 3 clusters Score -1.420714e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -14210401.000000 Penalty: 3780.332520
	Iteration 4F: 3 clusters Score -1.42104e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -14215062.000000 Penalty: 3780.332520
	Iteration 5F: 3 clusters Score -1.421506e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -14220782.000000 Penalty: 3780.332520
	Iteration 6F: 3 clusters Score -1.422078e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -14227240.000000 Penalty: 3780.332520
	Iteration 7F: 3 clusters Score -1.422724e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -14232702.000000 Penalty: 3780.332520
	Iteration 8F: 3 clusters Score -1.42327e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -14236781.000000 Penalty: 3780.332520
	Iteration 9Q: 3 clusters Score -1.423678e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -14239314.000000 Penalty: 3780.332520
	Iteration 10Q: 3 clusters Score -1.423931e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -14240759.000000 Penalty: 3780.332520
	Iteration 11Q: 3 clusters Score -1.424076e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -14241535.000000 Penalty: 3780.332520
	Iteration 12Q: 3 clusters Score -1.424154e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -14241991.000000 Penalty: 3780.332520
	Iteration 13Q: 3 clusters Score -1.424199e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -14242360.000000 Penalty: 3780.332520
	Iteration 14Q: 3 clusters Score -1.424236e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110661 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -14242634.000000 Penalty: 3780.332520
	Iteration 15Q: 3 clusters Score -1.424263e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111108 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14242792.000000 Penalty: 3780.332520
	Iteration 16Q: 3 clusters Score -1.424279e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14242883.000000 Penalty: 3780.332520
	Iteration 17Q: 3 clusters Score -1.424288e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14242957.000000 Penalty: 3780.332520
	Iteration 18Q: 3 clusters Score -1.424296e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111804 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14242993.000000 Penalty: 3780.332520
	Iteration 19Q: 3 clusters Score -1.424299e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14243046.000000 Penalty: 3780.332520
	Iteration 20F: 3 clusters Score -1.424305e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14243099.000000 Penalty: 3780.332520
	Iteration 21Q: 3 clusters Score -1.42431e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14243120.000000 Penalty: 3780.332520
	Iteration 22Q: 3 clusters Score -1.424312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112069 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14243127.000000 Penalty: 3780.332520
	Iteration 23Q: 3 clusters Score -1.424313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -14243130.000000 Penalty: 3780.332520
	Iteration 24Q: 3 clusters Score -1.424313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112114 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14243131.000000 Penalty: 3780.332520
	Iteration 25Q: 3 clusters Score -1.424313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14243145.000000 Penalty: 3780.332520
	Iteration 26Q: 3 clusters Score -1.424314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112144 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14243156.000000 Penalty: 3780.332520
	Iteration 27Q: 3 clusters Score -1.424316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14243158.000000 Penalty: 3780.332520
	Iteration 28Q: 3 clusters Score -1.424316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112164 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14243171.000000 Penalty: 3780.332520
	Iteration 29Q: 3 clusters Score -1.424317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -14243168.000000 Penalty: 3780.332520
	Iteration 30Q: 3 clusters Score -1.424317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -14243174.000000 Penalty: 3780.332520
	Iteration 31Q: 3 clusters Score -1.424317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112186 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14243176.000000 Penalty: 3780.332520
	Iteration 32Q: 3 clusters Score -1.424318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14243175.000000 Penalty: 3780.332520
	Iteration 33Q: 3 clusters Score -1.424318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14243188.000000 Penalty: 3780.332520
	Iteration 34Q: 3 clusters Score -1.424319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14243194.000000 Penalty: 3780.332520
	Iteration 35Q: 3 clusters Score -1.424319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112201 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14243200.000000 Penalty: 3780.332520
	Iteration 36Q: 3 clusters Score -1.42432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14243205.000000 Penalty: 3780.332520
	Iteration 37Q: 3 clusters Score -1.42432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14243210.000000 Penalty: 3780.332520
	Iteration 38Q: 3 clusters Score -1.424321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14243209.000000 Penalty: 3780.332520
	Iteration 39Q: 3 clusters Score -1.424321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14243204.000000 Penalty: 3780.332520
	Iteration 40F: 3 clusters Score -1.42432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112209 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14243200.000000 Penalty: 3780.332520
	Iteration 41Q: 3 clusters Score -1.42432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -14243197.000000 Penalty: 3780.332520
	Iteration 42Q: 3 clusters Score -1.42432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -14243197.000000 Penalty: 3780.332520
	Iteration 43F: 3 clusters Score -1.42432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -14159.189453 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -14159.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13482.708984 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -13482.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13564.845703 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -13564.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13596.767578 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -13596.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13622.916016 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -13622.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13639.729492 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -13639.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13646.182617 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -13646.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13664.489258 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -13664.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13684.509766 Penalty: 1703.567749
	Iteration 7Q: 3 clusters Score -13684.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13684.509766 Penalty: 1703.567749
	Iteration 8F: 3 clusters Score -13684.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Entering Unmasked Estep 
Score: -1179561.625000 Penalty: 1489.656982
	Iteration 0F: 2 clusters Score -1179562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1172638.625000 Penalty: 2979.313965
	Iteration 0F: 3 clusters Score -1172639 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1174978.625000 Penalty: 2979.313965
	Iteration 1F: 3 clusters Score -1174979 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1175423.750000 Penalty: 2979.313965
	Iteration 2F: 3 clusters Score -1175424 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1175895.125000 Penalty: 2979.313965
	Iteration 3F: 3 clusters Score -1175895 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1176407.250000 Penalty: 2979.313965
	Iteration 4F: 3 clusters Score -1176407 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1176905.250000 Penalty: 2979.313965
	Iteration 5F: 3 clusters Score -1176905 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1177354.250000 Penalty: 2979.313965
	Iteration 6F: 3 clusters Score -1177354 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1177700.000000 Penalty: 2979.313965
	Iteration 7F: 3 clusters Score -1177700 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1177964.750000 Penalty: 2979.313965
	Iteration 8Q: 3 clusters Score -1177965 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1178215.750000 Penalty: 2979.313965
	Iteration 9Q: 3 clusters Score -1178216 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1178414.625000 Penalty: 2979.313965
	Iteration 10Q: 3 clusters Score -1178415 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1178548.375000 Penalty: 2979.313965
	Iteration 11Q: 3 clusters Score -1178548 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1178641.875000 Penalty: 2979.313965
	Iteration 12Q: 3 clusters Score -1178642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1178703.750000 Penalty: 2979.313965
	Iteration 13Q: 3 clusters Score -1178704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1178749.250000 Penalty: 2979.313965
	Iteration 14Q: 3 clusters Score -1178749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1178770.125000 Penalty: 2979.313965
	Iteration 15Q: 3 clusters Score -1178770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1178794.500000 Penalty: 2979.313965
	Iteration 16Q: 3 clusters Score -1178794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1178811.250000 Penalty: 2979.313965
	Iteration 17Q: 3 clusters Score -1178811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1178823.000000 Penalty: 2979.313965
	Iteration 18Q: 3 clusters Score -1178823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1178829.625000 Penalty: 2979.313965
	Iteration 19Q: 3 clusters Score -1178830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1178840.625000 Penalty: 2979.313965
	Iteration 20F: 3 clusters Score -1178841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1178846.875000 Penalty: 2979.313965
	Iteration 21Q: 3 clusters Score -1178847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1178849.875000 Penalty: 2979.313965
	Iteration 22Q: 3 clusters Score -1178850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1178851.250000 Penalty: 2979.313965
	Iteration 23Q: 3 clusters Score -1178851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1178854.125000 Penalty: 2979.313965
	Iteration 24Q: 3 clusters Score -1178854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1178856.875000 Penalty: 2979.313965
	Iteration 25Q: 3 clusters Score -1178857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1178857.125000 Penalty: 2979.313965
	Iteration 26Q: 3 clusters Score -1178857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1178860.375000 Penalty: 2979.313965
	Iteration 27Q: 3 clusters Score -1178860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1178861.125000 Penalty: 2979.313965
	Iteration 28Q: 3 clusters Score -1178861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1178863.500000 Penalty: 2979.313965
	Iteration 29Q: 3 clusters Score -1178864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1178864.875000 Penalty: 2979.313965
	Iteration 30Q: 3 clusters Score -1178865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1178865.750000 Penalty: 2979.313965
	Iteration 31Q: 3 clusters Score -1178866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1178864.250000 Penalty: 2979.313965
	Iteration 32Q: 3 clusters Score -1178864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1178866.500000 Penalty: 2979.313965
	Iteration 33Q: 3 clusters Score -1178866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1178866.625000 Penalty: 2979.313965
	Iteration 34Q: 3 clusters Score -1178867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1178867.500000 Penalty: 2979.313965
	Iteration 35Q: 3 clusters Score -1178868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1178866.000000 Penalty: 2979.313965
	Iteration 36Q: 3 clusters Score -1178866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1178866.375000 Penalty: 2979.313965
	Iteration 37Q: 3 clusters Score -1178866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1178867.250000 Penalty: 2979.313965
	Iteration 38Q: 3 clusters Score -1178867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1178872.375000 Penalty: 2979.313965
	Iteration 39Q: 3 clusters Score -1178872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1178872.625000 Penalty: 2979.313965
	Iteration 40F: 3 clusters Score -1178873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1178877.250000 Penalty: 2979.313965
	Iteration 41Q: 3 clusters Score -1178877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1178878.000000 Penalty: 2979.313965
	Iteration 42Q: 3 clusters Score -1178878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1178877.500000 Penalty: 2979.313965
	Iteration 43Q: 3 clusters Score -1178878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1178879.000000 Penalty: 2979.313965
	Iteration 44Q: 3 clusters Score -1178879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1178880.000000 Penalty: 2979.313965
	Iteration 45Q: 3 clusters Score -1178880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1178881.750000 Penalty: 2979.313965
	Iteration 46Q: 3 clusters Score -1178882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1178883.500000 Penalty: 2979.313965
	Iteration 47Q: 3 clusters Score -1178884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1178885.375000 Penalty: 2979.313965
	Iteration 48Q: 3 clusters Score -1178885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1178885.250000 Penalty: 2979.313965
	Iteration 49Q: 3 clusters Score -1178885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1178884.125000 Penalty: 2979.313965
	Iteration 50Q: 3 clusters Score -1178884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1178885.125000 Penalty: 2979.313965
	Iteration 51Q: 3 clusters Score -1178885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1178885.375000 Penalty: 2979.313965
	Iteration 52Q: 3 clusters Score -1178885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1178885.250000 Penalty: 2979.313965
	Iteration 53Q: 3 clusters Score -1178885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1178886.375000 Penalty: 2979.313965
	Iteration 54Q: 3 clusters Score -1178886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1178886.875000 Penalty: 2979.313965
	Iteration 55Q: 3 clusters Score -1178887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1178886.250000 Penalty: 2979.313965
	Iteration 56Q: 3 clusters Score -1178886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1178886.750000 Penalty: 2979.313965
	Iteration 57Q: 3 clusters Score -1178887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1178884.875000 Penalty: 2979.313965
	Iteration 58Q: 3 clusters Score -1178885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1178887.125000 Penalty: 2979.313965
	Iteration 59Q: 3 clusters Score -1178887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1178887.875000 Penalty: 2979.313965
	Iteration 60F: 3 clusters Score -1178888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1178893.375000 Penalty: 2979.313965
	Iteration 61Q: 3 clusters Score -1178893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1178898.000000 Penalty: 2979.313965
	Iteration 62Q: 3 clusters Score -1178898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1178899.500000 Penalty: 2979.313965
	Iteration 63Q: 3 clusters Score -1178900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1178904.250000 Penalty: 2979.313965
	Iteration 64Q: 3 clusters Score -1178904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1178906.625000 Penalty: 2979.313965
	Iteration 65Q: 3 clusters Score -1178907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1178908.875000 Penalty: 2979.313965
	Iteration 66Q: 3 clusters Score -1178909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1178910.250000 Penalty: 2979.313965
	Iteration 67Q: 3 clusters Score -1178910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1178908.000000 Penalty: 2979.313965
	Iteration 68Q: 3 clusters Score -1178908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1178910.625000 Penalty: 2979.313965
	Iteration 69Q: 3 clusters Score -1178911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1178913.750000 Penalty: 2979.313965
	Iteration 70Q: 3 clusters Score -1178914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1178915.250000 Penalty: 2979.313965
	Iteration 71Q: 3 clusters Score -1178915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1178913.375000 Penalty: 2979.313965
	Iteration 72Q: 3 clusters Score -1178913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1178912.875000 Penalty: 2979.313965
	Iteration 73Q: 3 clusters Score -1178913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1178912.875000 Penalty: 2979.313965
	Iteration 74F: 3 clusters Score -1178913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -25579.064453 Penalty: 923.581726
	Iteration 0F: 2 clusters Score -25579.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24724.199219 Penalty: 1847.163452
	Iteration 0F: 3 clusters Score -24724.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24882.136719 Penalty: 1847.163452
	Iteration 1F: 3 clusters Score -24882.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24995.648438 Penalty: 1847.163452
	Iteration 2F: 3 clusters Score -24995.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25066.322266 Penalty: 1847.163452
	Iteration 3F: 3 clusters Score -25066.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25131.552734 Penalty: 1847.163452
	Iteration 4Q: 3 clusters Score -25131.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25175.304688 Penalty: 1847.163452
	Iteration 5Q: 3 clusters Score -25175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25198.111328 Penalty: 1847.163452
	Iteration 6Q: 3 clusters Score -25198.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25205.710938 Penalty: 1847.163452
	Iteration 7Q: 3 clusters Score -25205.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25215.435547 Penalty: 1847.163452
	Iteration 8Q: 3 clusters Score -25215.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25218.011719 Penalty: 1847.163452
	Iteration 9Q: 3 clusters Score -25218.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25222.242188 Penalty: 1847.163452
	Iteration 10Q: 3 clusters Score -25222.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25222.242188 Penalty: 1847.163452
	Iteration 11F: 3 clusters Score -25222.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -186624.390625 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -186624.4 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 709 members 
Entering Unmasked Estep 
Score: -184880.718750 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -184880.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185226.890625 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -185226.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -185305.609375 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -185305.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -185344.453125 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -185344.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185358.562500 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -185358.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185369.203125 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -185369.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185376.968750 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -185377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -185380.078125 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -185380.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -185383.484375 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -185383.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -185385.578125 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -185385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185387.984375 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -185388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -185389.234375 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -185389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -185389.546875 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -185389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -185389.546875 Penalty: 2366.450195
	Iteration 13F: 3 clusters Score -185389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -263002.656250 Penalty: 1248.627930
	Iteration 0F: 2 clusters Score -263002.7 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 1078 members 
Entering Unmasked Estep 
Score: -260811.625000 Penalty: 2497.255859
	Iteration 0F: 3 clusters Score -260811.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -261355.000000 Penalty: 2497.255859
	Iteration 1F: 3 clusters Score -261355 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261481.078125 Penalty: 2497.255859
	Iteration 2F: 3 clusters Score -261481.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -261552.109375 Penalty: 2497.255859
	Iteration 3Q: 3 clusters Score -261552.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -261609.843750 Penalty: 2497.255859
	Iteration 4Q: 3 clusters Score -261609.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -261654.109375 Penalty: 2497.255859
	Iteration 5Q: 3 clusters Score -261654.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -261691.078125 Penalty: 2497.255859
	Iteration 6Q: 3 clusters Score -261691.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -261736.984375 Penalty: 2497.255859
	Iteration 7Q: 3 clusters Score -261737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -261783.359375 Penalty: 2497.255859
	Iteration 8Q: 3 clusters Score -261783.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -261823.625000 Penalty: 2497.255859
	Iteration 9Q: 3 clusters Score -261823.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -261874.687500 Penalty: 2497.255859
	Iteration 10Q: 3 clusters Score -261874.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -261933.171875 Penalty: 2497.255859
	Iteration 11Q: 3 clusters Score -261933.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -261980.937500 Penalty: 2497.255859
	Iteration 12Q: 3 clusters Score -261980.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -262016.562500 Penalty: 2497.255859
	Iteration 13Q: 3 clusters Score -262016.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -262046.953125 Penalty: 2497.255859
	Iteration 14Q: 3 clusters Score -262047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -262076.968750 Penalty: 2497.255859
	Iteration 15Q: 3 clusters Score -262077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262110.515625 Penalty: 2497.255859
	Iteration 16Q: 3 clusters Score -262110.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -262148.250000 Penalty: 2497.255859
	Iteration 17Q: 3 clusters Score -262148.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -262181.531250 Penalty: 2497.255859
	Iteration 18Q: 3 clusters Score -262181.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -262216.406250 Penalty: 2497.255859
	Iteration 19Q: 3 clusters Score -262216.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -262256.250000 Penalty: 2497.255859
	Iteration 20F: 3 clusters Score -262256.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -262302.312500 Penalty: 2497.255859
	Iteration 21Q: 3 clusters Score -262302.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -262334.875000 Penalty: 2497.255859
	Iteration 22Q: 3 clusters Score -262334.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -262367.687500 Penalty: 2497.255859
	Iteration 23Q: 3 clusters Score -262367.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -262385.031250 Penalty: 2497.255859
	Iteration 24Q: 3 clusters Score -262385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -262414.062500 Penalty: 2497.255859
	Iteration 25Q: 3 clusters Score -262414.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -262449.781250 Penalty: 2497.255859
	Iteration 26Q: 3 clusters Score -262449.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -262519.343750 Penalty: 2497.255859
	Iteration 27Q: 3 clusters Score -262519.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -262576.593750 Penalty: 2497.255859
	Iteration 28Q: 3 clusters Score -262576.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -262617.125000 Penalty: 2497.255859
	Iteration 29Q: 3 clusters Score -262617.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -262643.750000 Penalty: 2497.255859
	Iteration 30Q: 3 clusters Score -262643.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262661.375000 Penalty: 2497.255859
	Iteration 31Q: 3 clusters Score -262661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -262669.125000 Penalty: 2497.255859
	Iteration 32Q: 3 clusters Score -262669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -262670.562500 Penalty: 2497.255859
	Iteration 33Q: 3 clusters Score -262670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -262670.562500 Penalty: 2497.255859
	Iteration 34F: 3 clusters Score -262670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66572.953125 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66572.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65451.738281 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65451.74 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65742.515625 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -65742.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65856.265625 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -65856.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65946.867188 Penalty: 2103.512451
	Iteration 3F: 3 clusters Score -65946.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66026.914062 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -66026.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66070.789062 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -66070.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66086.992188 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -66086.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66106.953125 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -66106.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66118.703125 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -66118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66120.695312 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -66120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66120.695312 Penalty: 2103.512451
	Iteration 10F: 3 clusters Score -66120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Entering Unmasked Estep 
Score: -1947779.875000 Penalty: 1572.261719
	Iteration 0F: 2 clusters Score -1947780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1936944.750000 Penalty: 3144.523438
	Iteration 0F: 3 clusters Score -1936945 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1940732.375000 Penalty: 3144.523438
	Iteration 1F: 3 clusters Score -1940732 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1941056.250000 Penalty: 3144.523438
	Iteration 2F: 3 clusters Score -1941056 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1941353.750000 Penalty: 3144.523438
	Iteration 3Q: 3 clusters Score -1941354 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1941664.125000 Penalty: 3144.523438
	Iteration 4Q: 3 clusters Score -1941664 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1942069.500000 Penalty: 3144.523438
	Iteration 5Q: 3 clusters Score -1942070 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1942609.375000 Penalty: 3144.523438
	Iteration 6F: 3 clusters Score -1942609 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1943298.125000 Penalty: 3144.523438
	Iteration 7F: 3 clusters Score -1943298 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1944123.000000 Penalty: 3144.523438
	Iteration 8F: 3 clusters Score -1944123 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1944942.125000 Penalty: 3144.523438
	Iteration 9F: 3 clusters Score -1944942 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1945530.000000 Penalty: 3144.523438
	Iteration 10Q: 3 clusters Score -1945530 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1945915.750000 Penalty: 3144.523438
	Iteration 11Q: 3 clusters Score -1945916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1946132.125000 Penalty: 3144.523438
	Iteration 12Q: 3 clusters Score -1946132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1946296.000000 Penalty: 3144.523438
	Iteration 13Q: 3 clusters Score -1946296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1946380.500000 Penalty: 3144.523438
	Iteration 14Q: 3 clusters Score -1946380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1946434.250000 Penalty: 3144.523438
	Iteration 15Q: 3 clusters Score -1946434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1946480.125000 Penalty: 3144.523438
	Iteration 16Q: 3 clusters Score -1946480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1946501.250000 Penalty: 3144.523438
	Iteration 17Q: 3 clusters Score -1946501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1946512.750000 Penalty: 3144.523438
	Iteration 18Q: 3 clusters Score -1946513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1946527.625000 Penalty: 3144.523438
	Iteration 19Q: 3 clusters Score -1946528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1946546.500000 Penalty: 3144.523438
	Iteration 20F: 3 clusters Score -1946546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1946565.500000 Penalty: 3144.523438
	Iteration 21Q: 3 clusters Score -1946566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1946579.875000 Penalty: 3144.523438
	Iteration 22Q: 3 clusters Score -1946580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1946587.750000 Penalty: 3144.523438
	Iteration 23Q: 3 clusters Score -1946588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1946590.875000 Penalty: 3144.523438
	Iteration 24Q: 3 clusters Score -1946591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1946591.500000 Penalty: 3144.523438
	Iteration 25Q: 3 clusters Score -1946592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1946591.500000 Penalty: 3144.523438
	Iteration 26Q: 3 clusters Score -1946592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1946596.500000 Penalty: 3144.523438
	Iteration 27Q: 3 clusters Score -1946596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1946595.625000 Penalty: 3144.523438
	Iteration 28Q: 3 clusters Score -1946596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1946596.000000 Penalty: 3144.523438
	Iteration 29Q: 3 clusters Score -1946596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1946596.250000 Penalty: 3144.523438
	Iteration 30Q: 3 clusters Score -1946596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1946595.875000 Penalty: 3144.523438
	Iteration 31Q: 3 clusters Score -1946596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1946598.875000 Penalty: 3144.523438
	Iteration 32Q: 3 clusters Score -1946599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1946602.500000 Penalty: 3144.523438
	Iteration 33Q: 3 clusters Score -1946602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1946602.000000 Penalty: 3144.523438
	Iteration 34Q: 3 clusters Score -1946602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1946603.625000 Penalty: 3144.523438
	Iteration 35Q: 3 clusters Score -1946604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1946605.000000 Penalty: 3144.523438
	Iteration 36Q: 3 clusters Score -1946605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1946607.750000 Penalty: 3144.523438
	Iteration 37Q: 3 clusters Score -1946608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1946607.875000 Penalty: 3144.523438
	Iteration 38Q: 3 clusters Score -1946608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1946610.750000 Penalty: 3144.523438
	Iteration 39Q: 3 clusters Score -1946611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1946608.375000 Penalty: 3144.523438
	Iteration 40F: 3 clusters Score -1946608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Entering Unmasked Estep 
Score: -2639413.500000 Penalty: 1615.447632
	Iteration 0F: 2 clusters Score -2639414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2625313.750000 Penalty: 3230.895264
	Iteration 0F: 3 clusters Score -2625314 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2630327.000000 Penalty: 3230.895264
	Iteration 1F: 3 clusters Score -2630327 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2630622.750000 Penalty: 3230.895264
	Iteration 2Q: 3 clusters Score -2630623 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2630849.500000 Penalty: 3230.895264
	Iteration 3Q: 3 clusters Score -2630850 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2631064.250000 Penalty: 3230.895264
	Iteration 4Q: 3 clusters Score -2631064 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2631284.500000 Penalty: 3230.895264
	Iteration 5Q: 3 clusters Score -2631284 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2631552.500000 Penalty: 3230.895264
	Iteration 6Q: 3 clusters Score -2631552 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2631891.250000 Penalty: 3230.895264
	Iteration 7Q: 3 clusters Score -2631891 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2632299.000000 Penalty: 3230.895264
	Iteration 8Q: 3 clusters Score -2632299 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2632819.750000 Penalty: 3230.895264
	Iteration 9Q: 3 clusters Score -2632820 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2633515.250000 Penalty: 3230.895264
	Iteration 10Q: 3 clusters Score -2633515 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2634329.250000 Penalty: 3230.895264
	Iteration 11F: 3 clusters Score -2634329 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2635034.500000 Penalty: 3230.895264
	Iteration 12F: 3 clusters Score -2635034 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2635429.000000 Penalty: 3230.895264
	Iteration 13Q: 3 clusters Score -2635429 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2635636.750000 Penalty: 3230.895264
	Iteration 14Q: 3 clusters Score -2635637 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2635710.000000 Penalty: 3230.895264
	Iteration 15Q: 3 clusters Score -2635710 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2635782.000000 Penalty: 3230.895264
	Iteration 16Q: 3 clusters Score -2635782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2635844.000000 Penalty: 3230.895264
	Iteration 17Q: 3 clusters Score -2635844 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2635893.500000 Penalty: 3230.895264
	Iteration 18Q: 3 clusters Score -2635894 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2635943.500000 Penalty: 3230.895264
	Iteration 19Q: 3 clusters Score -2635944 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2635989.500000 Penalty: 3230.895264
	Iteration 20F: 3 clusters Score -2635990 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2636029.250000 Penalty: 3230.895264
	Iteration 21Q: 3 clusters Score -2636029 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2636062.500000 Penalty: 3230.895264
	Iteration 22Q: 3 clusters Score -2636062 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2636100.250000 Penalty: 3230.895264
	Iteration 23Q: 3 clusters Score -2636100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2636133.500000 Penalty: 3230.895264
	Iteration 24Q: 3 clusters Score -2636134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2636174.250000 Penalty: 3230.895264
	Iteration 25Q: 3 clusters Score -2636174 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2636215.000000 Penalty: 3230.895264
	Iteration 26Q: 3 clusters Score -2636215 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2636253.750000 Penalty: 3230.895264
	Iteration 27Q: 3 clusters Score -2636254 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2636306.500000 Penalty: 3230.895264
	Iteration 28Q: 3 clusters Score -2636306 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2636355.500000 Penalty: 3230.895264
	Iteration 29Q: 3 clusters Score -2636356 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2636403.750000 Penalty: 3230.895264
	Iteration 30Q: 3 clusters Score -2636404 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2636467.250000 Penalty: 3230.895264
	Iteration 31Q: 3 clusters Score -2636467 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2636533.000000 Penalty: 3230.895264
	Iteration 32Q: 3 clusters Score -2636533 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2636601.500000 Penalty: 3230.895264
	Iteration 33Q: 3 clusters Score -2636602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2636674.750000 Penalty: 3230.895264
	Iteration 34Q: 3 clusters Score -2636675 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2636723.000000 Penalty: 3230.895264
	Iteration 35Q: 3 clusters Score -2636723 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2636767.500000 Penalty: 3230.895264
	Iteration 36Q: 3 clusters Score -2636768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2636808.500000 Penalty: 3230.895264
	Iteration 37Q: 3 clusters Score -2636808 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2636843.750000 Penalty: 3230.895264
	Iteration 38Q: 3 clusters Score -2636844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2636880.000000 Penalty: 3230.895264
	Iteration 39Q: 3 clusters Score -2636880 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2636922.750000 Penalty: 3230.895264
	Iteration 40F: 3 clusters Score -2636923 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2636974.000000 Penalty: 3230.895264
	Iteration 41Q: 3 clusters Score -2636974 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2637007.750000 Penalty: 3230.895264
	Iteration 42Q: 3 clusters Score -2637008 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2637065.500000 Penalty: 3230.895264
	Iteration 43Q: 3 clusters Score -2637066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2637117.250000 Penalty: 3230.895264
	Iteration 44Q: 3 clusters Score -2637117 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2637174.500000 Penalty: 3230.895264
	Iteration 45Q: 3 clusters Score -2637174 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2637227.000000 Penalty: 3230.895264
	Iteration 46Q: 3 clusters Score -2637227 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2637282.750000 Penalty: 3230.895264
	Iteration 47Q: 3 clusters Score -2637283 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2637330.250000 Penalty: 3230.895264
	Iteration 48Q: 3 clusters Score -2637330 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2637394.000000 Penalty: 3230.895264
	Iteration 49Q: 3 clusters Score -2637394 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2637460.500000 Penalty: 3230.895264
	Iteration 50Q: 3 clusters Score -2637460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2637512.750000 Penalty: 3230.895264
	Iteration 51Q: 3 clusters Score -2637513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2637570.250000 Penalty: 3230.895264
	Iteration 52Q: 3 clusters Score -2637570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2637617.500000 Penalty: 3230.895264
	Iteration 53Q: 3 clusters Score -2637618 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2637660.250000 Penalty: 3230.895264
	Iteration 54Q: 3 clusters Score -2637660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2637692.750000 Penalty: 3230.895264
	Iteration 55Q: 3 clusters Score -2637693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2637729.500000 Penalty: 3230.895264
	Iteration 56Q: 3 clusters Score -2637730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2637763.250000 Penalty: 3230.895264
	Iteration 57Q: 3 clusters Score -2637763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2637793.500000 Penalty: 3230.895264
	Iteration 58Q: 3 clusters Score -2637794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2637821.000000 Penalty: 3230.895264
	Iteration 59Q: 3 clusters Score -2637821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2637844.000000 Penalty: 3230.895264
	Iteration 60F: 3 clusters Score -2637844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2637871.000000 Penalty: 3230.895264
	Iteration 61Q: 3 clusters Score -2637871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2637903.000000 Penalty: 3230.895264
	Iteration 62Q: 3 clusters Score -2637903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2637932.500000 Penalty: 3230.895264
	Iteration 63Q: 3 clusters Score -2637932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2637973.250000 Penalty: 3230.895264
	Iteration 64Q: 3 clusters Score -2637973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2637987.500000 Penalty: 3230.895264
	Iteration 65Q: 3 clusters Score -2637988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2638004.250000 Penalty: 3230.895264
	Iteration 66Q: 3 clusters Score -2638004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2638024.250000 Penalty: 3230.895264
	Iteration 67Q: 3 clusters Score -2638024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2638033.000000 Penalty: 3230.895264
	Iteration 68Q: 3 clusters Score -2638033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2638042.000000 Penalty: 3230.895264
	Iteration 69Q: 3 clusters Score -2638042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2638050.250000 Penalty: 3230.895264
	Iteration 70Q: 3 clusters Score -2638050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2638062.000000 Penalty: 3230.895264
	Iteration 71Q: 3 clusters Score -2638062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2638070.250000 Penalty: 3230.895264
	Iteration 72Q: 3 clusters Score -2638070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2638075.500000 Penalty: 3230.895264
	Iteration 73Q: 3 clusters Score -2638076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2638081.500000 Penalty: 3230.895264
	Iteration 74Q: 3 clusters Score -2638082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2638097.250000 Penalty: 3230.895264
	Iteration 75Q: 3 clusters Score -2638097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2638103.750000 Penalty: 3230.895264
	Iteration 76Q: 3 clusters Score -2638104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2638112.500000 Penalty: 3230.895264
	Iteration 77Q: 3 clusters Score -2638112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2638122.000000 Penalty: 3230.895264
	Iteration 78Q: 3 clusters Score -2638122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2638119.750000 Penalty: 3230.895264
	Iteration 79Q: 3 clusters Score -2638120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2638123.750000 Penalty: 3230.895264
	Iteration 80F: 3 clusters Score -2638124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2638126.250000 Penalty: 3230.895264
	Iteration 81Q: 3 clusters Score -2638126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2638131.250000 Penalty: 3230.895264
	Iteration 82Q: 3 clusters Score -2638131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2638132.250000 Penalty: 3230.895264
	Iteration 83Q: 3 clusters Score -2638132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2638132.250000 Penalty: 3230.895264
	Iteration 84Q: 3 clusters Score -2638132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2638132.250000 Penalty: 3230.895264
	Iteration 85F: 3 clusters Score -2638132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -87781.648438 Penalty: 1082.135254
	Iteration 0F: 2 clusters Score -87781.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86493.796875 Penalty: 2164.270508
	Iteration 0F: 3 clusters Score -86493.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86752.234375 Penalty: 2164.270508
	Iteration 1F: 3 clusters Score -86752.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86876.742188 Penalty: 2164.270508
	Iteration 2F: 3 clusters Score -86876.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86943.101562 Penalty: 2164.270508
	Iteration 3F: 3 clusters Score -86943.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86990.523438 Penalty: 2164.270508
	Iteration 4Q: 3 clusters Score -86990.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87029.546875 Penalty: 2164.270508
	Iteration 5Q: 3 clusters Score -87029.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87063.828125 Penalty: 2164.270508
	Iteration 6Q: 3 clusters Score -87063.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87088.429688 Penalty: 2164.270508
	Iteration 7Q: 3 clusters Score -87088.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87125.640625 Penalty: 2164.270508
	Iteration 8Q: 3 clusters Score -87125.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87160.382812 Penalty: 2164.270508
	Iteration 9Q: 3 clusters Score -87160.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87179.382812 Penalty: 2164.270508
	Iteration 10Q: 3 clusters Score -87179.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87186.546875 Penalty: 2164.270508
	Iteration 11Q: 3 clusters Score -87186.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87193.640625 Penalty: 2164.270508
	Iteration 12Q: 3 clusters Score -87193.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87198.375000 Penalty: 2164.270508
	Iteration 13Q: 3 clusters Score -87198.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87199.382812 Penalty: 2164.270508
	Iteration 14Q: 3 clusters Score -87199.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87199.382812 Penalty: 2164.270508
	Iteration 15F: 3 clusters Score -87199.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (132372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132372 members 
Entering Unmasked Estep 
Score: -16742744.000000 Penalty: 1916.422852
	Iteration 0F: 2 clusters Score -1.674274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -16662473.000000 Penalty: 3832.845703
	Iteration 0F: 3 clusters Score -1.666247e+07 nChanged 63545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -16699070.000000 Penalty: 3832.845703
	Iteration 1F: 3 clusters Score -1.669907e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -16699825.000000 Penalty: 3832.845703
	Iteration 2Q: 3 clusters Score -1.669982e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -16700745.000000 Penalty: 3832.845703
	Iteration 3Q: 3 clusters Score -1.670074e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -16701981.000000 Penalty: 3832.845703
	Iteration 4Q: 3 clusters Score -1.670198e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -16704276.000000 Penalty: 3832.845703
	Iteration 5Q: 3 clusters Score -1.670428e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -16708054.000000 Penalty: 3832.845703
	Iteration 6F: 3 clusters Score -1.670805e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -16714387.000000 Penalty: 3832.845703
	Iteration 7F: 3 clusters Score -1.671439e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -16723237.000000 Penalty: 3832.845703
	Iteration 8F: 3 clusters Score -1.672324e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114359 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -16731205.000000 Penalty: 3832.845703
	Iteration 9F: 3 clusters Score -1.67312e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122315 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -16736436.000000 Penalty: 3832.845703
	Iteration 10F: 3 clusters Score -1.673644e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127413 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -16739020.000000 Penalty: 3832.845703
	Iteration 11Q: 3 clusters Score -1.673902e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130055 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -16740142.000000 Penalty: 3832.845703
	Iteration 12Q: 3 clusters Score -1.674014e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -16740735.000000 Penalty: 3832.845703
	Iteration 13Q: 3 clusters Score -1.674074e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16740975.000000 Penalty: 3832.845703
	Iteration 14Q: 3 clusters Score -1.674098e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131880 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16741121.000000 Penalty: 3832.845703
	Iteration 15Q: 3 clusters Score -1.674112e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16741154.000000 Penalty: 3832.845703
	Iteration 16Q: 3 clusters Score -1.674115e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16741197.000000 Penalty: 3832.845703
	Iteration 17Q: 3 clusters Score -1.67412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16741224.000000 Penalty: 3832.845703
	Iteration 18Q: 3 clusters Score -1.674122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -16741231.000000 Penalty: 3832.845703
	Iteration 19Q: 3 clusters Score -1.674123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132044 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16741241.000000 Penalty: 3832.845703
	Iteration 20F: 3 clusters Score -1.674124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132053 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16741255.000000 Penalty: 3832.845703
	Iteration 21Q: 3 clusters Score -1.674126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132058 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16741254.000000 Penalty: 3832.845703
	Iteration 22Q: 3 clusters Score -1.674125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16741266.000000 Penalty: 3832.845703
	Iteration 23Q: 3 clusters Score -1.674127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132069 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16741273.000000 Penalty: 3832.845703
	Iteration 24Q: 3 clusters Score -1.674127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16741273.000000 Penalty: 3832.845703
	Iteration 25Q: 3 clusters Score -1.674127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132073 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16741276.000000 Penalty: 3832.845703
	Iteration 26Q: 3 clusters Score -1.674128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132073 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16741276.000000 Penalty: 3832.845703
	Iteration 27F: 3 clusters Score -1.674128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -501956.437500 Penalty: 1356.560425
	Iteration 0F: 2 clusters Score -501956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -498501.625000 Penalty: 2713.120850
	Iteration 0F: 3 clusters Score -498501.6 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -499428.562500 Penalty: 2713.120850
	Iteration 1F: 3 clusters Score -499428.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -499569.625000 Penalty: 2713.120850
	Iteration 2F: 3 clusters Score -499569.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -499681.468750 Penalty: 2713.120850
	Iteration 3F: 3 clusters Score -499681.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -499868.750000 Penalty: 2713.120850
	Iteration 4Q: 3 clusters Score -499868.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -500228.875000 Penalty: 2713.120850
	Iteration 5F: 3 clusters Score -500228.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -500609.843750 Penalty: 2713.120850
	Iteration 6F: 3 clusters Score -500609.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -500957.156250 Penalty: 2713.120850
	Iteration 7F: 3 clusters Score -500957.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -501208.500000 Penalty: 2713.120850
	Iteration 8F: 3 clusters Score -501208.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -501380.875000 Penalty: 2713.120850
	Iteration 9Q: 3 clusters Score -501380.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -501472.156250 Penalty: 2713.120850
	Iteration 10Q: 3 clusters Score -501472.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -501512.468750 Penalty: 2713.120850
	Iteration 11Q: 3 clusters Score -501512.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -501549.781250 Penalty: 2713.120850
	Iteration 12Q: 3 clusters Score -501549.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -501579.750000 Penalty: 2713.120850
	Iteration 13Q: 3 clusters Score -501579.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -501604.843750 Penalty: 2713.120850
	Iteration 14Q: 3 clusters Score -501604.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -501620.968750 Penalty: 2713.120850
	Iteration 15Q: 3 clusters Score -501621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -501637.562500 Penalty: 2713.120850
	Iteration 16Q: 3 clusters Score -501637.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -501648.718750 Penalty: 2713.120850
	Iteration 17Q: 3 clusters Score -501648.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -501657.656250 Penalty: 2713.120850
	Iteration 18Q: 3 clusters Score -501657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -501665.375000 Penalty: 2713.120850
	Iteration 19Q: 3 clusters Score -501665.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -501672.562500 Penalty: 2713.120850
	Iteration 20F: 3 clusters Score -501672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -501677.218750 Penalty: 2713.120850
	Iteration 21Q: 3 clusters Score -501677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -501680.968750 Penalty: 2713.120850
	Iteration 22Q: 3 clusters Score -501681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -501682.406250 Penalty: 2713.120850
	Iteration 23Q: 3 clusters Score -501682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -501683.500000 Penalty: 2713.120850
	Iteration 24Q: 3 clusters Score -501683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -501686.593750 Penalty: 2713.120850
	Iteration 25Q: 3 clusters Score -501686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -501690.812500 Penalty: 2713.120850
	Iteration 26Q: 3 clusters Score -501690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -501692.187500 Penalty: 2713.120850
	Iteration 27Q: 3 clusters Score -501692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -501692.875000 Penalty: 2713.120850
	Iteration 28Q: 3 clusters Score -501692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -501692.875000 Penalty: 2713.120850
	Iteration 29F: 3 clusters Score -501692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -14093.108398 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -14093.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13362.090820 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13362.09 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13589.000000 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13689.494141 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13689.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13760.229492 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -13760.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13845.236328 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -13845.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13985.630859 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13985.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14122.014648 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -14122.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14126.683594 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -14126.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14128.538086 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -14128.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14128.538086 Penalty: 1824.266602
	Iteration 9F: 3 clusters Score -14128.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 104902 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 114230 members 
Mstep: Class 10 contains 117512 members 
Mstep: Class 11 contains 50499 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112828 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119748 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112622 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9577 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 20769 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132372 members 
Mstep: Class 31 contains 4222 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45323 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15532 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 104 members 
Entering Unmasked Estep 
Score: -141726912.000000 Penalty: 97552.609375
Splitting cluster 32 changes total score from -141728400.000000 to -141726912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -51220.945312 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -51220.95 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 255 members 
Entering Unmasked Estep 
Score: -50162.718750 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -50162.72 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50395.097656 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -50395.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50455.343750 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -50455.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50529.644531 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -50529.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50576.179688 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -50576.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50646.222656 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -50646.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50714.992188 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -50714.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50773.875000 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -50773.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50810.359375 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -50810.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50836.593750 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -50836.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50850.085938 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -50850.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50861.589844 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -50861.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50867.292969 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -50867.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50870.730469 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -50870.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50872.234375 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -50872.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50875.859375 Penalty: 2013.181763
	Iteration 15Q: 3 clusters Score -50875.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50875.859375 Penalty: 2013.181763
	Iteration 16F: 3 clusters Score -50875.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -24538.765625 Penalty: 945.763489
	Iteration 0F: 2 clusters Score -24538.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23798.392578 Penalty: 1891.526978
	Iteration 0F: 3 clusters Score -23798.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24084.982422 Penalty: 1891.526978
	Iteration 1F: 3 clusters Score -24084.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24242.250000 Penalty: 1891.526978
	Iteration 2Q: 3 clusters Score -24242.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24360.552734 Penalty: 1891.526978
	Iteration 3Q: 3 clusters Score -24360.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24401.705078 Penalty: 1891.526978
	Iteration 4Q: 3 clusters Score -24401.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24425.080078 Penalty: 1891.526978
	Iteration 5Q: 3 clusters Score -24425.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24431.277344 Penalty: 1891.526978
	Iteration 6Q: 3 clusters Score -24431.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24434.039062 Penalty: 1891.526978
	Iteration 7Q: 3 clusters Score -24434.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24441.462891 Penalty: 1891.526978
	Iteration 8Q: 3 clusters Score -24441.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24442.474609 Penalty: 1891.526978
	Iteration 9Q: 3 clusters Score -24442.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24442.474609 Penalty: 1891.526978
	Iteration 10F: 3 clusters Score -24442.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -25241.726562 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -25241.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24424.572266 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -24424.57 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24594.976562 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -24594.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24638.908203 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -24638.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24664.792969 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -24664.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24688.140625 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -24688.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24700.046875 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -24700.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24714.099609 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -24714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24714.943359 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -24714.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24715.808594 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -24715.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24717.765625 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -24717.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24721.291016 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -24721.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24768.978516 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -24768.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24794.291016 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -24794.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24816.777344 Penalty: 1854.810913
	Iteration 13Q: 3 clusters Score -24816.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24821.615234 Penalty: 1854.810913
	Iteration 14Q: 3 clusters Score -24821.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24826.984375 Penalty: 1854.810913
	Iteration 15Q: 3 clusters Score -24826.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24827.738281 Penalty: 1854.810913
	Iteration 16Q: 3 clusters Score -24827.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24827.738281 Penalty: 1854.810913
	Iteration 17F: 3 clusters Score -24827.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (45323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Entering Unmasked Estep 
Score: -5734819.500000 Penalty: 1742.255127
	Iteration 0F: 2 clusters Score -5734820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5704379.000000 Penalty: 3484.510254
	Iteration 0F: 3 clusters Score -5704379 nChanged 21166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5716336.000000 Penalty: 3484.510254
	Iteration 1F: 3 clusters Score -5716336 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5716839.500000 Penalty: 3484.510254
	Iteration 2Q: 3 clusters Score -5716840 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5717443.500000 Penalty: 3484.510254
	Iteration 3Q: 3 clusters Score -5717444 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5718231.000000 Penalty: 3484.510254
	Iteration 4Q: 3 clusters Score -5718231 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5719325.000000 Penalty: 3484.510254
	Iteration 5F: 3 clusters Score -5719325 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -5720800.500000 Penalty: 3484.510254
	Iteration 6F: 3 clusters Score -5720800 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -5722947.500000 Penalty: 3484.510254
	Iteration 7F: 3 clusters Score -5722948 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -5725550.000000 Penalty: 3484.510254
	Iteration 8F: 3 clusters Score -5725550 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -5728362.500000 Penalty: 3484.510254
	Iteration 9F: 3 clusters Score -5728362 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5730502.500000 Penalty: 3484.510254
	Iteration 10Q: 3 clusters Score -5730502 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5731571.000000 Penalty: 3484.510254
	Iteration 11Q: 3 clusters Score -5731571 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5731994.500000 Penalty: 3484.510254
	Iteration 12Q: 3 clusters Score -5731994 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5732246.500000 Penalty: 3484.510254
	Iteration 13Q: 3 clusters Score -5732246 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5732407.000000 Penalty: 3484.510254
	Iteration 14Q: 3 clusters Score -5732407 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5732541.000000 Penalty: 3484.510254
	Iteration 15Q: 3 clusters Score -5732541 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5732659.500000 Penalty: 3484.510254
	Iteration 16Q: 3 clusters Score -5732660 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5732760.500000 Penalty: 3484.510254
	Iteration 17Q: 3 clusters Score -5732760 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5732830.500000 Penalty: 3484.510254
	Iteration 18Q: 3 clusters Score -5732830 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -5732897.000000 Penalty: 3484.510254
	Iteration 19Q: 3 clusters Score -5732897 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5732954.500000 Penalty: 3484.510254
	Iteration 20F: 3 clusters Score -5732954 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5733022.500000 Penalty: 3484.510254
	Iteration 21Q: 3 clusters Score -5733022 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -5733055.500000 Penalty: 3484.510254
	Iteration 22Q: 3 clusters Score -5733056 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5733094.000000 Penalty: 3484.510254
	Iteration 23Q: 3 clusters Score -5733094 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5733123.000000 Penalty: 3484.510254
	Iteration 24Q: 3 clusters Score -5733123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5733147.500000 Penalty: 3484.510254
	Iteration 25Q: 3 clusters Score -5733148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -5733184.500000 Penalty: 3484.510254
	Iteration 26Q: 3 clusters Score -5733184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5733216.000000 Penalty: 3484.510254
	Iteration 27Q: 3 clusters Score -5733216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5733246.500000 Penalty: 3484.510254
	Iteration 28Q: 3 clusters Score -5733246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -5733267.500000 Penalty: 3484.510254
	Iteration 29Q: 3 clusters Score -5733268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -5733294.000000 Penalty: 3484.510254
	Iteration 30Q: 3 clusters Score -5733294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5733303.000000 Penalty: 3484.510254
	Iteration 31Q: 3 clusters Score -5733303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -5733307.000000 Penalty: 3484.510254
	Iteration 32Q: 3 clusters Score -5733307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5733324.000000 Penalty: 3484.510254
	Iteration 33Q: 3 clusters Score -5733324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5733333.000000 Penalty: 3484.510254
	Iteration 34Q: 3 clusters Score -5733333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -5733347.000000 Penalty: 3484.510254
	Iteration 35Q: 3 clusters Score -5733347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5733357.500000 Penalty: 3484.510254
	Iteration 36Q: 3 clusters Score -5733358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5733363.500000 Penalty: 3484.510254
	Iteration 37Q: 3 clusters Score -5733364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5733359.000000 Penalty: 3484.510254
	Iteration 38Q: 3 clusters Score -5733359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5733370.000000 Penalty: 3484.510254
	Iteration 39Q: 3 clusters Score -5733370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5733381.500000 Penalty: 3484.510254
	Iteration 40F: 3 clusters Score -5733382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -5733385.000000 Penalty: 3484.510254
	Iteration 41Q: 3 clusters Score -5733385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -5733398.500000 Penalty: 3484.510254
	Iteration 42Q: 3 clusters Score -5733398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5733394.500000 Penalty: 3484.510254
	Iteration 43Q: 3 clusters Score -5733394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -5733397.500000 Penalty: 3484.510254
	Iteration 44Q: 3 clusters Score -5733398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -5733395.000000 Penalty: 3484.510254
	Iteration 45Q: 3 clusters Score -5733395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5733405.000000 Penalty: 3484.510254
	Iteration 46Q: 3 clusters Score -5733405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5733419.500000 Penalty: 3484.510254
	Iteration 47Q: 3 clusters Score -5733420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5733415.000000 Penalty: 3484.510254
	Iteration 48Q: 3 clusters Score -5733415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5733416.000000 Penalty: 3484.510254
	Iteration 49Q: 3 clusters Score -5733416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5733414.000000 Penalty: 3484.510254
	Iteration 50Q: 3 clusters Score -5733414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5733420.500000 Penalty: 3484.510254
	Iteration 51Q: 3 clusters Score -5733420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -5733427.000000 Penalty: 3484.510254
	Iteration 52Q: 3 clusters Score -5733427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -5733430.000000 Penalty: 3484.510254
	Iteration 53Q: 3 clusters Score -5733430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -5733433.000000 Penalty: 3484.510254
	Iteration 54Q: 3 clusters Score -5733433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5733430.000000 Penalty: 3484.510254
	Iteration 55Q: 3 clusters Score -5733430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5733438.000000 Penalty: 3484.510254
	Iteration 56Q: 3 clusters Score -5733438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -5733437.500000 Penalty: 3484.510254
	Iteration 57Q: 3 clusters Score -5733438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -5733441.500000 Penalty: 3484.510254
	Iteration 58Q: 3 clusters Score -5733442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5733434.000000 Penalty: 3484.510254
	Iteration 59Q: 3 clusters Score -5733434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -5733431.500000 Penalty: 3484.510254
	Iteration 60F: 3 clusters Score -5733432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5733431.000000 Penalty: 3484.510254
	Iteration 61Q: 3 clusters Score -5733431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5733431.500000 Penalty: 3484.510254
	Iteration 62Q: 3 clusters Score -5733432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5733429.000000 Penalty: 3484.510254
	Iteration 63Q: 3 clusters Score -5733429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5733427.500000 Penalty: 3484.510254
	Iteration 64Q: 3 clusters Score -5733428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5733427.500000 Penalty: 3484.510254
	Iteration 65F: 3 clusters Score -5733428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -366117.000000 Penalty: 1303.240479
	Iteration 0F: 2 clusters Score -366117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -363388.062500 Penalty: 2606.480957
	Iteration 0F: 3 clusters Score -363388.1 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -364197.031250 Penalty: 2606.480957
	Iteration 1F: 3 clusters Score -364197 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -364603.250000 Penalty: 2606.480957
	Iteration 2F: 3 clusters Score -364603.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -364977.937500 Penalty: 2606.480957
	Iteration 3F: 3 clusters Score -364977.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -365198.375000 Penalty: 2606.480957
	Iteration 4F: 3 clusters Score -365198.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -365349.500000 Penalty: 2606.480957
	Iteration 5F: 3 clusters Score -365349.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -365462.093750 Penalty: 2606.480957
	Iteration 6Q: 3 clusters Score -365462.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -365538.156250 Penalty: 2606.480957
	Iteration 7Q: 3 clusters Score -365538.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -365599.468750 Penalty: 2606.480957
	Iteration 8Q: 3 clusters Score -365599.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -365639.843750 Penalty: 2606.480957
	Iteration 9Q: 3 clusters Score -365639.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -365668.031250 Penalty: 2606.480957
	Iteration 10Q: 3 clusters Score -365668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -365697.500000 Penalty: 2606.480957
	Iteration 11Q: 3 clusters Score -365697.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -365722.500000 Penalty: 2606.480957
	Iteration 12Q: 3 clusters Score -365722.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -365738.468750 Penalty: 2606.480957
	Iteration 13Q: 3 clusters Score -365738.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -365752.937500 Penalty: 2606.480957
	Iteration 14Q: 3 clusters Score -365752.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -365765.718750 Penalty: 2606.480957
	Iteration 15Q: 3 clusters Score -365765.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -365773.156250 Penalty: 2606.480957
	Iteration 16Q: 3 clusters Score -365773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -365777.312500 Penalty: 2606.480957
	Iteration 17Q: 3 clusters Score -365777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -365783.718750 Penalty: 2606.480957
	Iteration 18Q: 3 clusters Score -365783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -365789.156250 Penalty: 2606.480957
	Iteration 19Q: 3 clusters Score -365789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -365791.500000 Penalty: 2606.480957
	Iteration 20F: 3 clusters Score -365791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -365792.781250 Penalty: 2606.480957
	Iteration 21Q: 3 clusters Score -365792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -365798.156250 Penalty: 2606.480957
	Iteration 22Q: 3 clusters Score -365798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -365802.093750 Penalty: 2606.480957
	Iteration 23Q: 3 clusters Score -365802.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -365805.937500 Penalty: 2606.480957
	Iteration 24Q: 3 clusters Score -365805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -365810.000000 Penalty: 2606.480957
	Iteration 25Q: 3 clusters Score -365810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -365811.718750 Penalty: 2606.480957
	Iteration 26Q: 3 clusters Score -365811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -365815.843750 Penalty: 2606.480957
	Iteration 27Q: 3 clusters Score -365815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -365821.531250 Penalty: 2606.480957
	Iteration 28Q: 3 clusters Score -365821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -365827.750000 Penalty: 2606.480957
	Iteration 29Q: 3 clusters Score -365827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -365831.531250 Penalty: 2606.480957
	Iteration 30Q: 3 clusters Score -365831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -365834.218750 Penalty: 2606.480957
	Iteration 31Q: 3 clusters Score -365834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -365835.843750 Penalty: 2606.480957
	Iteration 32Q: 3 clusters Score -365835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -365836.031250 Penalty: 2606.480957
	Iteration 33Q: 3 clusters Score -365836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -365836.031250 Penalty: 2606.480957
	Iteration 34F: 3 clusters Score -365836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -93559.796875 Penalty: 1095.142212
	Iteration 0F: 2 clusters Score -93559.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92254.585938 Penalty: 2190.284424
	Iteration 0F: 3 clusters Score -92254.59 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92617.726562 Penalty: 2190.284424
	Iteration 1F: 3 clusters Score -92617.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92758.976562 Penalty: 2190.284424
	Iteration 2F: 3 clusters Score -92758.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92902.359375 Penalty: 2190.284424
	Iteration 3F: 3 clusters Score -92902.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93035.156250 Penalty: 2190.284424
	Iteration 4F: 3 clusters Score -93035.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93189.023438 Penalty: 2190.284424
	Iteration 5F: 3 clusters Score -93189.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93466.367188 Penalty: 2190.284424
	Iteration 6F: 3 clusters Score -93466.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93818.882812 Penalty: 2190.284424
	Iteration 7F: 3 clusters Score -93818.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94135.484375 Penalty: 2190.284424
	Iteration 8F: 3 clusters Score -94135.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94380.960938 Penalty: 2190.284424
	Iteration 9F: 3 clusters Score -94380.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94515.000000 Penalty: 2190.284424
	Iteration 10Q: 3 clusters Score -94515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -94570.695312 Penalty: 2190.284424
	Iteration 11Q: 3 clusters Score -94570.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94636.578125 Penalty: 2190.284424
	Iteration 12Q: 3 clusters Score -94636.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94639.757812 Penalty: 2190.284424
	Iteration 13Q: 3 clusters Score -94639.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94639.757812 Penalty: 2190.284424
	Iteration 14F: 3 clusters Score -94639.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 104902 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 114230 members 
Mstep: Class 10 contains 117512 members 
Mstep: Class 11 contains 50499 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112828 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119748 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112622 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9577 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 20769 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132372 members 
Mstep: Class 31 contains 4222 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45323 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 282 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15532 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 563 members 
Entering Unmasked Estep 
Score: -141728384.000000 Penalty: 97552.609375
Splitting cluster 38 changes total score from -141728400.000000 to -141728384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -7892.943848 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -7892.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7234.124512 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -7234.125 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7508.605469 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -7508.605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7622.921875 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -7622.922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7662.871582 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -7662.872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7687.360840 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -7687.361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7754.795410 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -7754.795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7766.194824 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -7766.195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7767.189453 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -7767.189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7767.540039 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -7767.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7767.540039 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -7767.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Entering Unmasked Estep 
Score: -1903556.125000 Penalty: 1568.231812
	Iteration 0F: 2 clusters Score -1903556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1892760.125000 Penalty: 3136.463623
	Iteration 0F: 3 clusters Score -1892760 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1896722.500000 Penalty: 3136.463623
	Iteration 1F: 3 clusters Score -1896722 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1897187.500000 Penalty: 3136.463623
	Iteration 2F: 3 clusters Score -1897188 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1897562.875000 Penalty: 3136.463623
	Iteration 3F: 3 clusters Score -1897563 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1897912.125000 Penalty: 3136.463623
	Iteration 4Q: 3 clusters Score -1897912 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1898242.625000 Penalty: 3136.463623
	Iteration 5Q: 3 clusters Score -1898243 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1898583.000000 Penalty: 3136.463623
	Iteration 6Q: 3 clusters Score -1898583 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1898872.125000 Penalty: 3136.463623
	Iteration 7Q: 3 clusters Score -1898872 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1899134.750000 Penalty: 3136.463623
	Iteration 8Q: 3 clusters Score -1899135 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1899356.000000 Penalty: 3136.463623
	Iteration 9Q: 3 clusters Score -1899356 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1899570.000000 Penalty: 3136.463623
	Iteration 10Q: 3 clusters Score -1899570 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1899753.000000 Penalty: 3136.463623
	Iteration 11Q: 3 clusters Score -1899753 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1899915.000000 Penalty: 3136.463623
	Iteration 12Q: 3 clusters Score -1899915 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1900044.875000 Penalty: 3136.463623
	Iteration 13Q: 3 clusters Score -1900045 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1900140.250000 Penalty: 3136.463623
	Iteration 14Q: 3 clusters Score -1900140 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1900209.250000 Penalty: 3136.463623
	Iteration 15Q: 3 clusters Score -1900209 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1900260.500000 Penalty: 3136.463623
	Iteration 16Q: 3 clusters Score -1900260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1900312.625000 Penalty: 3136.463623
	Iteration 17Q: 3 clusters Score -1900313 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1900363.875000 Penalty: 3136.463623
	Iteration 18Q: 3 clusters Score -1900364 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1900408.250000 Penalty: 3136.463623
	Iteration 19Q: 3 clusters Score -1900408 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1900444.625000 Penalty: 3136.463623
	Iteration 20F: 3 clusters Score -1900445 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1900492.125000 Penalty: 3136.463623
	Iteration 21Q: 3 clusters Score -1900492 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1900550.375000 Penalty: 3136.463623
	Iteration 22Q: 3 clusters Score -1900550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1900605.000000 Penalty: 3136.463623
	Iteration 23Q: 3 clusters Score -1900605 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1900675 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1900735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1900782 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1900858 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1900937.000000 Penalty: 3136.463623
	Iteration 28Q: 3 clusters Score -1900937 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1901010 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1901091 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1901142.500000 Penalty: 3136.463623
	Iteration 31Q: 3 clusters Score -1901142 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1901191.875000 Penalty: 3136.463623
	Iteration 32Q: 3 clusters Score -1901192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1901231.375000 Penalty: 3136.463623
	Iteration 33Q: 3 clusters Score -1901231 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1901271.875000 Penalty: 3136.463623
	Iteration 34Q: 3 clusters Score -1901272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1901294.250000 Penalty: 3136.463623
	Iteration 35Q: 3 clusters Score -1901294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1901320.750000 Penalty: 3136.463623
	Iteration 36Q: 3 clusters Score -1901321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1901361.750000 Penalty: 3136.463623
	Iteration 37Q: 3 clusters Score -1901362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1901392.375000 Penalty: 3136.463623
	Iteration 38Q: 3 clusters Score -1901392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1901431.000000 Penalty: 3136.463623
	Iteration 39Q: 3 clusters Score -1901431 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1901474.750000 Penalty: 3136.463623
	Iteration 40F: 3 clusters Score -1901475 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1901523.375000 Penalty: 3136.463623
	Iteration 41Q: 3 clusters Score -1901523 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1901554.000000 Penalty: 3136.463623
	Iteration 42Q: 3 clusters Score -1901554 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1901598 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1901650 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1901721 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1901805 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1901900 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1901990 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1902081.500000 Penalty: 3136.463623
	Iteration 49Q: 3 clusters Score -1902082 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1902165.625000 Penalty: 3136.463623
	Iteration 50Q: 3 clusters Score -1902166 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1902259.125000 Penalty: 3136.463623
	Iteration 51Q: 3 clusters Score -1902259 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1902321 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1902380.250000 Penalty: 3136.463623
	Iteration 53Q: 3 clusters Score -1902380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1902433.250000 Penalty: 3136.463623
	Iteration 54Q: 3 clusters Score -1902433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1902475.875000 Penalty: 3136.463623
	Iteration 55Q: 3 clusters Score -1902476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1902505.500000 Penalty: 3136.463623
	Iteration 56Q: 3 clusters Score -1902506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1902524.000000 Penalty: 3136.463623
	Iteration 57Q: 3 clusters Score -1902524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1902543.250000 Penalty: 3136.463623
	Iteration 58Q: 3 clusters Score -1902543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1902559.625000 Penalty: 3136.463623
	Iteration 59Q: 3 clusters Score -1902560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1902572.500000 Penalty: 3136.463623
	Iteration 60F: 3 clusters Score -1902572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1902581.625000 Penalty: 3136.463623
	Iteration 61Q: 3 clusters Score -1902582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1902597.875000 Penalty: 3136.463623
	Iteration 62Q: 3 clusters Score -1902598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1902605.500000 Penalty: 3136.463623
	Iteration 63Q: 3 clusters Score -1902606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1902621.125000 Penalty: 3136.463623
	Iteration 64Q: 3 clusters Score -1902621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1902630.750000 Penalty: 3136.463623
	Iteration 65Q: 3 clusters Score -1902631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1902638.250000 Penalty: 3136.463623
	Iteration 66Q: 3 clusters Score -1902638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1902652.125000 Penalty: 3136.463623
	Iteration 67Q: 3 clusters Score -1902652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1902660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1902662.500000 Penalty: 3136.463623
	Iteration 69Q: 3 clusters Score -1902662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1902664.625000 Penalty: 3136.463623
	Iteration 70Q: 3 clusters Score -1902665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1902674.500000 Penalty: 3136.463623
	Iteration 71Q: 3 clusters Score -1902674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1902675.625000 Penalty: 3136.463623
	Iteration 72Q: 3 clusters Score -1902676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1902681.750000 Penalty: 3136.463623
	Iteration 73Q: 3 clusters Score -1902682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1902685.000000 Penalty: 3136.463623
	Iteration 74Q: 3 clusters Score -1902685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1902692.125000 Penalty: 3136.463623
	Iteration 75Q: 3 clusters Score -1902692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1902697.125000 Penalty: 3136.463623
	Iteration 76Q: 3 clusters Score -1902697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1902703.625000 Penalty: 3136.463623
	Iteration 77Q: 3 clusters Score -1902704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1902707.125000 Penalty: 3136.463623
	Iteration 78Q: 3 clusters Score -1902707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1902716.375000 Penalty: 3136.463623
	Iteration 79Q: 3 clusters Score -1902716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1902722.250000 Penalty: 3136.463623
	Iteration 80F: 3 clusters Score -1902722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1902727.625000 Penalty: 3136.463623
	Iteration 81Q: 3 clusters Score -1902728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1902734.875000 Penalty: 3136.463623
	Iteration 82Q: 3 clusters Score -1902735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1902739.500000 Penalty: 3136.463623
	Iteration 83Q: 3 clusters Score -1902740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1902739.125000 Penalty: 3136.463623
	Iteration 84Q: 3 clusters Score -1902739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1902741.250000 Penalty: 3136.463623
	Iteration 85Q: 3 clusters Score -1902741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1902744.625000 Penalty: 3136.463623
	Iteration 86Q: 3 clusters Score -1902745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1902749.625000 Penalty: 3136.463623
	Iteration 87Q: 3 clusters Score -1902750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
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Entering Unmasked Estep 
Score: -1902755.125000 Penalty: 3136.463623
	Iteration 88Q: 3 clusters Score -1902755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1902755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
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Entering Unmasked Estep 
Score: -1902761.375000 Penalty: 3136.463623
	Iteration 90Q: 3 clusters Score -1902761 nChanged 21
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Mstep: Class 1 contains 12701 members 
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Entering Unmasked Estep 
Score: -1902766.500000 Penalty: 3136.463623
	Iteration 91Q: 3 clusters Score -1902766 nChanged 21
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Mstep: Class 1 contains 12722 members 
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Entering Unmasked Estep 
Score: -1902771.625000 Penalty: 3136.463623
	Iteration 92Q: 3 clusters Score -1902772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1902777.250000 Penalty: 3136.463623
	Iteration 93Q: 3 clusters Score -1902777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1902778 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12786 members 
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Entering Unmasked Estep 
Score: -1902779.625000 Penalty: 3136.463623
	Iteration 95Q: 3 clusters Score -1902780 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1902784.750000 Penalty: 3136.463623
	Iteration 96Q: 3 clusters Score -1902785 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12822 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1902785 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1902794.625000 Penalty: 3136.463623
	Iteration 98Q: 3 clusters Score -1902795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1902794.000000 Penalty: 3136.463623
	Iteration 99Q: 3 clusters Score -1902794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1902798.500000 Penalty: 3136.463623
	Iteration 100F: 3 clusters Score -1902798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1902799.375000 Penalty: 3136.463623
	Iteration 101Q: 3 clusters Score -1902799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1902798.500000 Penalty: 3136.463623
	Iteration 102Q: 3 clusters Score -1902798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1902804.875000 Penalty: 3136.463623
	Iteration 103Q: 3 clusters Score -1902805 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1902804.250000 Penalty: 3136.463623
	Iteration 104Q: 3 clusters Score -1902804 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1902805.500000 Penalty: 3136.463623
	Iteration 105Q: 3 clusters Score -1902806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1902807.875000 Penalty: 3136.463623
	Iteration 106Q: 3 clusters Score -1902808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1902808.625000 Penalty: 3136.463623
	Iteration 107Q: 3 clusters Score -1902809 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1902808.125000 Penalty: 3136.463623
	Iteration 108Q: 3 clusters Score -1902808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1902811.875000 Penalty: 3136.463623
	Iteration 109Q: 3 clusters Score -1902812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1902816.125000 Penalty: 3136.463623
	Iteration 110Q: 3 clusters Score -1902816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1902812.125000 Penalty: 3136.463623
	Iteration 111Q: 3 clusters Score -1902812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1902814.875000 Penalty: 3136.463623
	Iteration 112Q: 3 clusters Score -1902815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1902816.500000 Penalty: 3136.463623
	Iteration 113Q: 3 clusters Score -1902816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1902818.500000 Penalty: 3136.463623
	Iteration 114Q: 3 clusters Score -1902818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1902815.750000 Penalty: 3136.463623
	Iteration 115Q: 3 clusters Score -1902816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1902815.000000 Penalty: 3136.463623
	Iteration 116Q: 3 clusters Score -1902815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1902816.375000 Penalty: 3136.463623
	Iteration 117Q: 3 clusters Score -1902816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1902817.750000 Penalty: 3136.463623
	Iteration 118Q: 3 clusters Score -1902818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1902816.625000 Penalty: 3136.463623
	Iteration 119Q: 3 clusters Score -1902817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1902817.250000 Penalty: 3136.463623
	Iteration 120F: 3 clusters Score -1902817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1902818.375000 Penalty: 3136.463623
	Iteration 121Q: 3 clusters Score -1902818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1902818.250000 Penalty: 3136.463623
	Iteration 122Q: 3 clusters Score -1902818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1902819.875000 Penalty: 3136.463623
	Iteration 123Q: 3 clusters Score -1902820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1902818.250000 Penalty: 3136.463623
	Iteration 124Q: 3 clusters Score -1902818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1902816.250000 Penalty: 3136.463623
	Iteration 125Q: 3 clusters Score -1902816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1902817.250000 Penalty: 3136.463623
	Iteration 126Q: 3 clusters Score -1902817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1902819.500000 Penalty: 3136.463623
	Iteration 127Q: 3 clusters Score -1902820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1902819.375000 Penalty: 3136.463623
	Iteration 128Q: 3 clusters Score -1902819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1902818.250000 Penalty: 3136.463623
	Iteration 129Q: 3 clusters Score -1902818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1902818.250000 Penalty: 3136.463623
	Iteration 130F: 3 clusters Score -1902818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -26975.451172 Penalty: 897.886108
	Iteration 0F: 2 clusters Score -26975.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26182.902344 Penalty: 1795.772217
	Iteration 0F: 3 clusters Score -26182.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26294.958984 Penalty: 1795.772217
	Iteration 1F: 3 clusters Score -26294.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26339.369141 Penalty: 1795.772217
	Iteration 2F: 3 clusters Score -26339.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26352.699219 Penalty: 1795.772217
	Iteration 3Q: 3 clusters Score -26352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26366.839844 Penalty: 1795.772217
	Iteration 4Q: 3 clusters Score -26366.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26377.283203 Penalty: 1795.772217
	Iteration 5Q: 3 clusters Score -26377.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26383.037109 Penalty: 1795.772217
	Iteration 6Q: 3 clusters Score -26383.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26410.802734 Penalty: 1795.772217
	Iteration 7Q: 3 clusters Score -26410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26417.113281 Penalty: 1795.772217
	Iteration 8Q: 3 clusters Score -26417.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26417.113281 Penalty: 1795.772217
	Iteration 9F: 3 clusters Score -26417.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9427.868164 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9427.868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8933.910156 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8933.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8953.182617 Penalty: 1486.781006
	Iteration 1Q: 3 clusters Score -8953.183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8971.101562 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -8971.102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8971.101562 Penalty: 1486.781006
	Iteration 3F: 3 clusters Score -8971.102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 104902 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 114230 members 
Mstep: Class 10 contains 117512 members 
Mstep: Class 11 contains 50499 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112828 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119748 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112622 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9577 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 20769 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132372 members 
Mstep: Class 31 contains 4222 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45323 members 
Mstep: Class 37 contains 3041 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15532 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728448.000000 Penalty: 95283.945312
Iteration 199Q: 43 clusters Score -1.417284e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 104906 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 114207 members 
Mstep: Class 10 contains 117535 members 
Mstep: Class 11 contains 50519 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 112831 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119732 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112620 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9575 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 20814 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132395 members 
Mstep: Class 31 contains 4235 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45225 members 
Mstep: Class 37 contains 3040 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 273 members 
Mstep: Class 40 contains 15537 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728608.000000 Penalty: 95283.945312
Iteration 200F: 43 clusters Score -1.417286e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 104904 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 114186 members 
Mstep: Class 10 contains 117582 members 
Mstep: Class 11 contains 50526 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 287 members 
Mstep: Class 14 contains 112816 members 
Mstep: Class 15 contains 14264 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 119714 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112606 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9575 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 1442 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15932 members 
Mstep: Class 28 contains 20871 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132408 members 
Mstep: Class 31 contains 4250 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 45137 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 15544 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728928.000000 Penalty: 95283.945312
Iteration 201Q: 43 clusters Score -1.417289e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 104892 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 626 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 114203 members 
Mstep: Class 10 contains 117605 members 
Mstep: Class 11 contains 50533 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 287 members 
Mstep: Class 14 contains 112789 members 
Mstep: Class 15 contains 14268 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 119710 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 112604 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9573 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132431 members 
Mstep: Class 31 contains 4261 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 336 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 45053 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 15541 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729104.000000 Penalty: 95283.945312
Iteration 202Q: 43 clusters Score -1.417291e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 104882 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3434 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 6285 members 
Mstep: Class 9 contains 114243 members 
Mstep: Class 10 contains 117611 members 
Mstep: Class 11 contains 50549 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 286 members 
Mstep: Class 14 contains 112764 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 119708 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112580 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9570 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 1428 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 20960 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132447 members 
Mstep: Class 31 contains 4272 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 336 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 44962 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15547 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729232.000000 Penalty: 95283.945312
Iteration 203Q: 43 clusters Score -1.417292e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 104875 members 
Mstep: Class 4 contains 8202 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 114283 members 
Mstep: Class 10 contains 117615 members 
Mstep: Class 11 contains 50567 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112729 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5182 members 
Mstep: Class 18 contains 119708 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112528 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 301 members 
Mstep: Class 24 contains 1420 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15949 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132468 members 
Mstep: Class 31 contains 4287 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 336 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44881 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729328.000000 Penalty: 95283.945312
Iteration 204Q: 43 clusters Score -1.417293e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 10514 members 
Mstep: Class 3 contains 104873 members 
Mstep: Class 4 contains 8202 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6290 members 
Mstep: Class 9 contains 114290 members 
Mstep: Class 10 contains 117641 members 
Mstep: Class 11 contains 50580 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112709 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5182 members 
Mstep: Class 18 contains 119702 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112480 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9572 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 21068 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132483 members 
Mstep: Class 31 contains 4306 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44794 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15558 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729328.000000 Penalty: 95283.945312
Iteration 205Q: 43 clusters Score -1.417293e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109954 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 104875 members 
Mstep: Class 4 contains 8200 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6290 members 
Mstep: Class 9 contains 114284 members 
Mstep: Class 10 contains 117658 members 
Mstep: Class 11 contains 50594 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112696 members 
Mstep: Class 15 contains 14276 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 119703 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112457 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9569 members 
Mstep: Class 23 contains 304 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 21121 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132492 members 
Mstep: Class 31 contains 4328 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44689 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15561 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729520.000000 Penalty: 95283.945312
Iteration 206Q: 43 clusters Score -1.417295e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 10517 members 
Mstep: Class 3 contains 104865 members 
Mstep: Class 4 contains 8200 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 114286 members 
Mstep: Class 10 contains 117673 members 
Mstep: Class 11 contains 50607 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112693 members 
Mstep: Class 15 contains 14278 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 119690 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112410 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9567 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15959 members 
Mstep: Class 28 contains 21175 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132531 members 
Mstep: Class 31 contains 4348 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44603 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15559 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729648.000000 Penalty: 95283.945312
Iteration 207Q: 43 clusters Score -1.417296e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 10516 members 
Mstep: Class 3 contains 104854 members 
Mstep: Class 4 contains 8200 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6295 members 
Mstep: Class 9 contains 114300 members 
Mstep: Class 10 contains 117674 members 
Mstep: Class 11 contains 50611 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112674 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 119687 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112371 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1390 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15960 members 
Mstep: Class 28 contains 21242 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132571 members 
Mstep: Class 31 contains 4367 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44528 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15562 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729584.000000 Penalty: 95283.945312
Iteration 208Q: 43 clusters Score -1.417296e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 104845 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 114277 members 
Mstep: Class 10 contains 117663 members 
Mstep: Class 11 contains 50637 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112642 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 119713 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112332 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 21330 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132598 members 
Mstep: Class 31 contains 4381 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44460 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15562 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729904.000000 Penalty: 95283.945312
Iteration 209Q: 43 clusters Score -1.417299e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 104840 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6300 members 
Mstep: Class 9 contains 114235 members 
Mstep: Class 10 contains 117699 members 
Mstep: Class 11 contains 50657 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112601 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 119723 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112307 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9560 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1375 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15960 members 
Mstep: Class 28 contains 21397 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132625 members 
Mstep: Class 31 contains 4393 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44395 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15562 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729856.000000 Penalty: 95283.945312
Iteration 210Q: 43 clusters Score -1.417299e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 10530 members 
Mstep: Class 3 contains 104836 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 114238 members 
Mstep: Class 10 contains 117715 members 
Mstep: Class 11 contains 50659 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112571 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 119733 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112291 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1368 members 
Mstep: Class 25 contains 2168 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15964 members 
Mstep: Class 28 contains 21453 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132652 members 
Mstep: Class 31 contains 4399 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44338 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15563 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730080.000000 Penalty: 95283.945312
Iteration 211Q: 43 clusters Score -1.417301e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 104836 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6302 members 
Mstep: Class 9 contains 114274 members 
Mstep: Class 10 contains 117716 members 
Mstep: Class 11 contains 50659 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112562 members 
Mstep: Class 15 contains 14295 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 119743 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112265 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9560 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1360 members 
Mstep: Class 25 contains 2169 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15964 members 
Mstep: Class 28 contains 21491 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132681 members 
Mstep: Class 31 contains 4406 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44273 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15560 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730272.000000 Penalty: 95283.945312
Iteration 212Q: 43 clusters Score -1.417303e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 104830 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6299 members 
Mstep: Class 9 contains 114305 members 
Mstep: Class 10 contains 117715 members 
Mstep: Class 11 contains 50655 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112543 members 
Mstep: Class 15 contains 14302 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 119750 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112224 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9554 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1354 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15963 members 
Mstep: Class 28 contains 21548 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132703 members 
Mstep: Class 31 contains 4411 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44223 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15558 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730320.000000 Penalty: 95283.945312
Iteration 213Q: 43 clusters Score -1.417303e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 104822 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6301 members 
Mstep: Class 9 contains 114299 members 
Mstep: Class 10 contains 117685 members 
Mstep: Class 11 contains 50659 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112533 members 
Mstep: Class 15 contains 14303 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 119754 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112209 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1351 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15962 members 
Mstep: Class 28 contains 21607 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132726 members 
Mstep: Class 31 contains 4416 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44181 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15559 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730224.000000 Penalty: 95283.945312
Iteration 214Q: 43 clusters Score -1.417302e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 104816 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6301 members 
Mstep: Class 9 contains 114317 members 
Mstep: Class 10 contains 117660 members 
Mstep: Class 11 contains 50670 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112526 members 
Mstep: Class 15 contains 14304 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 119744 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112189 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9539 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1350 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15963 members 
Mstep: Class 28 contains 21664 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132750 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44138 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15562 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730384.000000 Penalty: 95283.945312
Iteration 215Q: 43 clusters Score -1.417304e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109883 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 104811 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6299 members 
Mstep: Class 9 contains 114326 members 
Mstep: Class 10 contains 117622 members 
Mstep: Class 11 contains 50683 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112519 members 
Mstep: Class 15 contains 14307 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 119756 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112179 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9536 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1350 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15962 members 
Mstep: Class 28 contains 21718 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132763 members 
Mstep: Class 31 contains 4427 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44092 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15559 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730528.000000 Penalty: 95283.945312
Iteration 216Q: 43 clusters Score -1.417305e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 104807 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6300 members 
Mstep: Class 9 contains 114348 members 
Mstep: Class 10 contains 117577 members 
Mstep: Class 11 contains 50697 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112519 members 
Mstep: Class 15 contains 14305 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 119760 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112143 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9532 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1346 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 21794 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132762 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44061 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730688.000000 Penalty: 95283.945312
Iteration 217Q: 43 clusters Score -1.417307e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 104797 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3594 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6299 members 
Mstep: Class 9 contains 114409 members 
Mstep: Class 10 contains 117534 members 
Mstep: Class 11 contains 50710 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112507 members 
Mstep: Class 15 contains 14309 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 119733 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112131 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9523 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15964 members 
Mstep: Class 28 contains 21868 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132754 members 
Mstep: Class 31 contains 4433 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 44019 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730672.000000 Penalty: 95283.945312
Iteration 218Q: 43 clusters Score -1.417307e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109863 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 104785 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6302 members 
Mstep: Class 9 contains 114440 members 
Mstep: Class 10 contains 117510 members 
Mstep: Class 11 contains 50729 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112501 members 
Mstep: Class 15 contains 14311 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 119711 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112116 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9516 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1341 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15965 members 
Mstep: Class 28 contains 21916 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132754 members 
Mstep: Class 31 contains 4436 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 43978 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15560 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730864.000000 Penalty: 95283.945312
Iteration 219Q: 43 clusters Score -1.417309e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 104782 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6301 members 
Mstep: Class 9 contains 114445 members 
Mstep: Class 10 contains 117485 members 
Mstep: Class 11 contains 50742 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 112495 members 
Mstep: Class 15 contains 14315 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 119706 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112111 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9507 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1340 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15964 members 
Mstep: Class 28 contains 21991 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132758 members 
Mstep: Class 31 contains 4438 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 43930 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 15560 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730944.000000 Penalty: 95283.945312
Iteration 220F: 43 clusters Score -1.417309e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 104767 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6299 members 
Mstep: Class 9 contains 114464 members 
Mstep: Class 10 contains 117459 members 
Mstep: Class 11 contains 50756 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 282 members 
Mstep: Class 14 contains 112458 members 
Mstep: Class 15 contains 14320 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 119705 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 112102 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9502 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 1340 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15960 members 
Mstep: Class 28 contains 22063 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132787 members 
Mstep: Class 31 contains 4440 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 43883 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 15556 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730896.000000 Penalty: 95283.945312
Iteration 221Q: 43 clusters Score -1.417309e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 104757 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6304 members 
Mstep: Class 9 contains 114514 members 
Mstep: Class 10 contains 117439 members 
Mstep: Class 11 contains 50763 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 281 members 
Mstep: Class 14 contains 112419 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 119698 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 112084 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9501 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1340 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 22143 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132803 members 
Mstep: Class 31 contains 4442 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 43815 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 848 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 15556 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731200.000000 Penalty: 95283.945312
Iteration 222Q: 43 clusters Score -1.417312e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 104745 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6310 members 
Mstep: Class 9 contains 114569 members 
Mstep: Class 10 contains 117443 members 
Mstep: Class 11 contains 50762 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 112393 members 
Mstep: Class 15 contains 14329 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 119689 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 112038 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9495 members 
Mstep: Class 23 contains 302 members 
Mstep: Class 24 contains 1340 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15956 members 
Mstep: Class 28 contains 22220 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 132809 members 
Mstep: Class 31 contains 4443 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 43748 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 848 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 15553 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731152.000000 Penalty: 95283.945312
Iteration 223Q: 43 clusters Score -1.417312e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 104732 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3702 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6314 members 
Mstep: Class 9 contains 114596 members 
Mstep: Class 10 contains 117467 members 
Mstep: Class 11 contains 50762 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 112365 members 
Mstep: Class 15 contains 14332 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 119693 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 111999 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9485 members 
Mstep: Class 23 contains 304 members 
Mstep: Class 24 contains 1341 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15956 members 
Mstep: Class 28 contains 22285 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 132813 members 
Mstep: Class 31 contains 4444 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 43681 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 15555 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731024.000000 Penalty: 95283.945312
Iteration 224Q: 43 clusters Score -1.41731e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 104725 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 114638 members 
Mstep: Class 10 contains 117491 members 
Mstep: Class 11 contains 50759 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 112328 members 
Mstep: Class 15 contains 14336 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 119684 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111965 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9476 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1340 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 15953 members 
Mstep: Class 28 contains 22353 members 
Mstep: Class 29 contains 778 members 
Mstep: Class 30 contains 132817 members 
Mstep: Class 31 contains 4445 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 43617 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 15552 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731072.000000 Penalty: 95283.945312
Iteration 225Q: 43 clusters Score -1.417311e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109807 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 104705 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 114672 members 
Mstep: Class 10 contains 117506 members 
Mstep: Class 11 contains 50764 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 112275 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 119674 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 111949 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9461 members 
Mstep: Class 23 contains 308 members 
Mstep: Class 24 contains 1338 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15961 members 
Mstep: Class 28 contains 22431 members 
Mstep: Class 29 contains 776 members 
Mstep: Class 30 contains 132821 members 
Mstep: Class 31 contains 4446 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 43567 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 15555 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731008.000000 Penalty: 95283.945312
Iteration 226Q: 43 clusters Score -1.41731e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 104689 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 114648 members 
Mstep: Class 10 contains 117529 members 
Mstep: Class 11 contains 50776 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 112219 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 119666 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 111957 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9447 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15961 members 
Mstep: Class 28 contains 22517 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 132823 members 
Mstep: Class 31 contains 4448 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43514 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 847 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15556 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731232.000000 Penalty: 95283.945312
Iteration 227Q: 43 clusters Score -1.417312e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 104674 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6316 members 
Mstep: Class 9 contains 114636 members 
Mstep: Class 10 contains 117536 members 
Mstep: Class 11 contains 50788 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 112181 members 
Mstep: Class 15 contains 14359 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 119666 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 111947 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9440 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 22587 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 132823 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 43474 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15555 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731424.000000 Penalty: 95283.945312
Iteration 228Q: 43 clusters Score -1.417314e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 104663 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 114636 members 
Mstep: Class 10 contains 117569 members 
Mstep: Class 11 contains 50799 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 112129 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 5165 members 
Mstep: Class 18 contains 119663 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 111921 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9434 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 22657 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 132828 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 43437 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 845 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731440.000000 Penalty: 95283.945312
Iteration 229Q: 43 clusters Score -1.417314e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 104653 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6316 members 
Mstep: Class 9 contains 114674 members 
Mstep: Class 10 contains 117585 members 
Mstep: Class 11 contains 50812 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 112096 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 5165 members 
Mstep: Class 18 contains 119658 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111890 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9422 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15971 members 
Mstep: Class 28 contains 22714 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132838 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 510 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 43383 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731504.000000 Penalty: 95283.945312
Iteration 230Q: 43 clusters Score -1.417315e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109809 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 104634 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6314 members 
Mstep: Class 9 contains 114687 members 
Mstep: Class 10 contains 117591 members 
Mstep: Class 11 contains 50828 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 112058 members 
Mstep: Class 15 contains 14360 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 119650 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111885 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9414 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15974 members 
Mstep: Class 28 contains 22782 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 132837 members 
Mstep: Class 31 contains 4449 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43328 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15558 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731472.000000 Penalty: 95283.945312
Iteration 231Q: 43 clusters Score -1.417315e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 104628 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6316 members 
Mstep: Class 9 contains 114708 members 
Mstep: Class 10 contains 117594 members 
Mstep: Class 11 contains 50838 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 112025 members 
Mstep: Class 15 contains 14358 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 119649 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111865 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9406 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15976 members 
Mstep: Class 28 contains 22856 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 132828 members 
Mstep: Class 31 contains 4451 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43271 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15564 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731472.000000 Penalty: 95283.945312
Iteration 232Q: 43 clusters Score -1.417315e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 104613 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 114727 members 
Mstep: Class 10 contains 117618 members 
Mstep: Class 11 contains 50860 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111978 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 119647 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111849 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15981 members 
Mstep: Class 28 contains 22922 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132817 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43216 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15571 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731328.000000 Penalty: 95283.945312
Iteration 233Q: 43 clusters Score -1.417313e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 104592 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 114726 members 
Mstep: Class 10 contains 117638 members 
Mstep: Class 11 contains 50868 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111946 members 
Mstep: Class 15 contains 14349 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 5164 members 
Mstep: Class 18 contains 119644 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111827 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15985 members 
Mstep: Class 28 contains 22992 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132828 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43165 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15577 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731296.000000 Penalty: 95283.945312
Iteration 234Q: 43 clusters Score -1.417313e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 104563 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 114699 members 
Mstep: Class 10 contains 117647 members 
Mstep: Class 11 contains 50877 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111929 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 119618 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111823 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15991 members 
Mstep: Class 28 contains 23089 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132846 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43125 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15580 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731392.000000 Penalty: 95283.945312
Iteration 235Q: 43 clusters Score -1.417314e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 104531 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 114712 members 
Mstep: Class 10 contains 117661 members 
Mstep: Class 11 contains 50885 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111890 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 5162 members 
Mstep: Class 18 contains 119590 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111806 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9398 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 15995 members 
Mstep: Class 28 contains 23194 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132861 members 
Mstep: Class 31 contains 4454 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43094 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15578 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731328.000000 Penalty: 95283.945312
Iteration 236Q: 43 clusters Score -1.417313e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 104508 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6320 members 
Mstep: Class 9 contains 114748 members 
Mstep: Class 10 contains 117670 members 
Mstep: Class 11 contains 50894 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111830 members 
Mstep: Class 15 contains 14342 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 119565 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111786 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16004 members 
Mstep: Class 28 contains 23309 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132854 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43053 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15581 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731456.000000 Penalty: 95283.945312
Iteration 237Q: 43 clusters Score -1.417315e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109787 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 104478 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3882 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 114768 members 
Mstep: Class 10 contains 117686 members 
Mstep: Class 11 contains 50917 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111775 members 
Mstep: Class 15 contains 14338 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119538 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111769 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9385 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16008 members 
Mstep: Class 28 contains 23416 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132863 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 43006 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15583 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731632.000000 Penalty: 95283.945312
Iteration 238Q: 43 clusters Score -1.417316e+08 nChanged 856
Entering ConstructFrom: 
Score: -141731632.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (109788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Entering Unmasked Estep 
Score: -13806712.000000 Penalty: 1886.024780
	Iteration 0F: 2 clusters Score -1.380671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -13735067.000000 Penalty: 3772.049561
	Iteration 0F: 3 clusters Score -1.373507e+07 nChanged 52716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -13765722.000000 Penalty: 3772.049561
	Iteration 1F: 3 clusters Score -1.376572e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -13766456.000000 Penalty: 3772.049561
	Iteration 2Q: 3 clusters Score -1.376646e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -13767532.000000 Penalty: 3772.049561
	Iteration 3Q: 3 clusters Score -1.376753e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -13769503.000000 Penalty: 3772.049561
	Iteration 4Q: 3 clusters Score -1.37695e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -13772605.000000 Penalty: 3772.049561
	Iteration 5F: 3 clusters Score -1.37726e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -13777730.000000 Penalty: 3772.049561
	Iteration 6F: 3 clusters Score -1.377773e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -13784932.000000 Penalty: 3772.049561
	Iteration 7F: 3 clusters Score -1.378493e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -13791860.000000 Penalty: 3772.049561
	Iteration 8F: 3 clusters Score -1.379186e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -13797101.000000 Penalty: 3772.049561
	Iteration 9F: 3 clusters Score -1.37971e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -13800279.000000 Penalty: 3772.049561
	Iteration 10Q: 3 clusters Score -1.380028e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -13802004.000000 Penalty: 3772.049561
	Iteration 11Q: 3 clusters Score -1.3802e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -13802958.000000 Penalty: 3772.049561
	Iteration 12Q: 3 clusters Score -1.380296e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102068 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -13803445.000000 Penalty: 3772.049561
	Iteration 13Q: 3 clusters Score -1.380344e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -13803915.000000 Penalty: 3772.049561
	Iteration 14Q: 3 clusters Score -1.380392e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -13804202.000000 Penalty: 3772.049561
	Iteration 15Q: 3 clusters Score -1.38042e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -13804325.000000 Penalty: 3772.049561
	Iteration 16Q: 3 clusters Score -1.380432e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -13804549.000000 Penalty: 3772.049561
	Iteration 17Q: 3 clusters Score -1.380455e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -13804698.000000 Penalty: 3772.049561
	Iteration 18Q: 3 clusters Score -1.38047e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -13804847.000000 Penalty: 3772.049561
	Iteration 19Q: 3 clusters Score -1.380485e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -13804896.000000 Penalty: 3772.049561
	Iteration 20F: 3 clusters Score -1.38049e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -13804994.000000 Penalty: 3772.049561
	Iteration 21Q: 3 clusters Score -1.380499e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -13805105.000000 Penalty: 3772.049561
	Iteration 22Q: 3 clusters Score -1.38051e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -13805174.000000 Penalty: 3772.049561
	Iteration 23Q: 3 clusters Score -1.380517e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -13805269.000000 Penalty: 3772.049561
	Iteration 24Q: 3 clusters Score -1.380527e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -13805268.000000 Penalty: 3772.049561
	Iteration 25Q: 3 clusters Score -1.380527e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -13805289.000000 Penalty: 3772.049561
	Iteration 26Q: 3 clusters Score -1.380529e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -13805315.000000 Penalty: 3772.049561
	Iteration 27Q: 3 clusters Score -1.380532e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107452 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -13805365.000000 Penalty: 3772.049561
	Iteration 28Q: 3 clusters Score -1.380536e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13805398.000000 Penalty: 3772.049561
	Iteration 29Q: 3 clusters Score -1.38054e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -13805415.000000 Penalty: 3772.049561
	Iteration 30Q: 3 clusters Score -1.380542e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -13805427.000000 Penalty: 3772.049561
	Iteration 31Q: 3 clusters Score -1.380543e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107754 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13805436.000000 Penalty: 3772.049561
	Iteration 32Q: 3 clusters Score -1.380544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13805436.000000 Penalty: 3772.049561
	Iteration 33Q: 3 clusters Score -1.380544e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -13805463.000000 Penalty: 3772.049561
	Iteration 34Q: 3 clusters Score -1.380546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13805490.000000 Penalty: 3772.049561
	Iteration 35Q: 3 clusters Score -1.380549e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13805492.000000 Penalty: 3772.049561
	Iteration 36Q: 3 clusters Score -1.380549e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -13805509.000000 Penalty: 3772.049561
	Iteration 37Q: 3 clusters Score -1.380551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13805495.000000 Penalty: 3772.049561
	Iteration 38Q: 3 clusters Score -1.38055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108042 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13805515.000000 Penalty: 3772.049561
	Iteration 39Q: 3 clusters Score -1.380552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -13805520.000000 Penalty: 3772.049561
	Iteration 40F: 3 clusters Score -1.380552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13805527.000000 Penalty: 3772.049561
	Iteration 41Q: 3 clusters Score -1.380553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108097 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13805531.000000 Penalty: 3772.049561
	Iteration 42Q: 3 clusters Score -1.380553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108111 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -13805541.000000 Penalty: 3772.049561
	Iteration 43Q: 3 clusters Score -1.380554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108125 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -13805528.000000 Penalty: 3772.049561
	Iteration 44Q: 3 clusters Score -1.380553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13805527.000000 Penalty: 3772.049561
	Iteration 45Q: 3 clusters Score -1.380553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -13805536.000000 Penalty: 3772.049561
	Iteration 46Q: 3 clusters Score -1.380554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13805541.000000 Penalty: 3772.049561
	Iteration 47Q: 3 clusters Score -1.380554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13805533.000000 Penalty: 3772.049561
	Iteration 48Q: 3 clusters Score -1.380553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13805538.000000 Penalty: 3772.049561
	Iteration 49Q: 3 clusters Score -1.380554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -13805528.000000 Penalty: 3772.049561
	Iteration 50Q: 3 clusters Score -1.380553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13805520.000000 Penalty: 3772.049561
	Iteration 51Q: 3 clusters Score -1.380552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13805528.000000 Penalty: 3772.049561
	Iteration 52Q: 3 clusters Score -1.380553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -13805514.000000 Penalty: 3772.049561
	Iteration 53Q: 3 clusters Score -1.380551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13805526.000000 Penalty: 3772.049561
	Iteration 54Q: 3 clusters Score -1.380553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13805525.000000 Penalty: 3772.049561
	Iteration 55Q: 3 clusters Score -1.380552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -13805521.000000 Penalty: 3772.049561
	Iteration 56Q: 3 clusters Score -1.380552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -13805521.000000 Penalty: 3772.049561
	Iteration 57F: 3 clusters Score -1.380552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1215393.875000 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -1215394 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 5278 members 
Entering Unmasked Estep 
Score: -1207827.875000 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -1207828 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1210785.250000 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -1210785 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1211479.875000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -1211480 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1212043.500000 Penalty: 3011.223145
	Iteration 3F: 3 clusters Score -1212044 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1212447.125000 Penalty: 3011.223145
	Iteration 4F: 3 clusters Score -1212447 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1212722.000000 Penalty: 3011.223145
	Iteration 5F: 3 clusters Score -1212722 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1212908.875000 Penalty: 3011.223145
	Iteration 6Q: 3 clusters Score -1212909 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1213025.750000 Penalty: 3011.223145
	Iteration 7Q: 3 clusters Score -1213026 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1213096.250000 Penalty: 3011.223145
	Iteration 8Q: 3 clusters Score -1213096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1213147.000000 Penalty: 3011.223145
	Iteration 9Q: 3 clusters Score -1213147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1213174.375000 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -1213174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1213205.125000 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -1213205 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1213238.125000 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -1213238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1213259.375000 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -1213259 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1213285.875000 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -1213286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1213303.875000 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -1213304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1213328.625000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -1213329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1213355.125000 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -1213355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1213386.375000 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -1213386 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1213420.000000 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -1213420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1213457.250000 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -1213457 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1213492.250000 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -1213492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1213540.500000 Penalty: 3011.223145
	Iteration 22Q: 3 clusters Score -1213540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1213584.125000 Penalty: 3011.223145
	Iteration 23Q: 3 clusters Score -1213584 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1213629.000000 Penalty: 3011.223145
	Iteration 24Q: 3 clusters Score -1213629 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1213670.875000 Penalty: 3011.223145
	Iteration 25Q: 3 clusters Score -1213671 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1213713.875000 Penalty: 3011.223145
	Iteration 26Q: 3 clusters Score -1213714 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1213756.250000 Penalty: 3011.223145
	Iteration 27Q: 3 clusters Score -1213756 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1213791.500000 Penalty: 3011.223145
	Iteration 28Q: 3 clusters Score -1213792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1213825.250000 Penalty: 3011.223145
	Iteration 29Q: 3 clusters Score -1213825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1213851.250000 Penalty: 3011.223145
	Iteration 30Q: 3 clusters Score -1213851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1213877.125000 Penalty: 3011.223145
	Iteration 31Q: 3 clusters Score -1213877 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1213908.125000 Penalty: 3011.223145
	Iteration 32Q: 3 clusters Score -1213908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1213932.125000 Penalty: 3011.223145
	Iteration 33Q: 3 clusters Score -1213932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1213961.875000 Penalty: 3011.223145
	Iteration 34Q: 3 clusters Score -1213962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1213995.750000 Penalty: 3011.223145
	Iteration 35Q: 3 clusters Score -1213996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1214022.750000 Penalty: 3011.223145
	Iteration 36Q: 3 clusters Score -1214023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1214048.125000 Penalty: 3011.223145
	Iteration 37Q: 3 clusters Score -1214048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1214064.500000 Penalty: 3011.223145
	Iteration 38Q: 3 clusters Score -1214064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1214078.500000 Penalty: 3011.223145
	Iteration 39Q: 3 clusters Score -1214078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1214092.750000 Penalty: 3011.223145
	Iteration 40F: 3 clusters Score -1214093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1214101.000000 Penalty: 3011.223145
	Iteration 41Q: 3 clusters Score -1214101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1214107.375000 Penalty: 3011.223145
	Iteration 42Q: 3 clusters Score -1214107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1214118.750000 Penalty: 3011.223145
	Iteration 43Q: 3 clusters Score -1214119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1214123.000000 Penalty: 3011.223145
	Iteration 44Q: 3 clusters Score -1214123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1214132.625000 Penalty: 3011.223145
	Iteration 45Q: 3 clusters Score -1214133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1214140.250000 Penalty: 3011.223145
	Iteration 46Q: 3 clusters Score -1214140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1214143.250000 Penalty: 3011.223145
	Iteration 47Q: 3 clusters Score -1214143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1214145.875000 Penalty: 3011.223145
	Iteration 48Q: 3 clusters Score -1214146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1214146.000000 Penalty: 3011.223145
	Iteration 49Q: 3 clusters Score -1214146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1214149.000000 Penalty: 3011.223145
	Iteration 50Q: 3 clusters Score -1214149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1214151.750000 Penalty: 3011.223145
	Iteration 51Q: 3 clusters Score -1214152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1214149.875000 Penalty: 3011.223145
	Iteration 52Q: 3 clusters Score -1214150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1214153.875000 Penalty: 3011.223145
	Iteration 53Q: 3 clusters Score -1214154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1214156.750000 Penalty: 3011.223145
	Iteration 54Q: 3 clusters Score -1214157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1214159.750000 Penalty: 3011.223145
	Iteration 55Q: 3 clusters Score -1214160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1214159.375000 Penalty: 3011.223145
	Iteration 56Q: 3 clusters Score -1214159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1214162.500000 Penalty: 3011.223145
	Iteration 57Q: 3 clusters Score -1214162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1214162.625000 Penalty: 3011.223145
	Iteration 58Q: 3 clusters Score -1214163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1214162.250000 Penalty: 3011.223145
	Iteration 59Q: 3 clusters Score -1214162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1214164.125000 Penalty: 3011.223145
	Iteration 60F: 3 clusters Score -1214164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1214166.250000 Penalty: 3011.223145
	Iteration 61Q: 3 clusters Score -1214166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1214167.750000 Penalty: 3011.223145
	Iteration 62Q: 3 clusters Score -1214168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1214168.875000 Penalty: 3011.223145
	Iteration 63Q: 3 clusters Score -1214169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1214169.250000 Penalty: 3011.223145
	Iteration 64Q: 3 clusters Score -1214169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1214171.125000 Penalty: 3011.223145
	Iteration 65Q: 3 clusters Score -1214171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1214172.750000 Penalty: 3011.223145
	Iteration 66Q: 3 clusters Score -1214173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1214176.625000 Penalty: 3011.223145
	Iteration 67Q: 3 clusters Score -1214177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1214178.500000 Penalty: 3011.223145
	Iteration 68Q: 3 clusters Score -1214178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1214180.250000 Penalty: 3011.223145
	Iteration 69Q: 3 clusters Score -1214180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1214182.625000 Penalty: 3011.223145
	Iteration 70Q: 3 clusters Score -1214183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1214188.875000 Penalty: 3011.223145
	Iteration 71Q: 3 clusters Score -1214189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1214190.375000 Penalty: 3011.223145
	Iteration 72Q: 3 clusters Score -1214190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1214195.750000 Penalty: 3011.223145
	Iteration 73Q: 3 clusters Score -1214196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1214201.125000 Penalty: 3011.223145
	Iteration 74Q: 3 clusters Score -1214201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1214205.125000 Penalty: 3011.223145
	Iteration 75Q: 3 clusters Score -1214205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1214212.000000 Penalty: 3011.223145
	Iteration 76Q: 3 clusters Score -1214212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1214212.250000 Penalty: 3011.223145
	Iteration 77Q: 3 clusters Score -1214212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1214214.000000 Penalty: 3011.223145
	Iteration 78Q: 3 clusters Score -1214214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1214215.250000 Penalty: 3011.223145
	Iteration 79Q: 3 clusters Score -1214215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1214217.125000 Penalty: 3011.223145
	Iteration 80F: 3 clusters Score -1214217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1214217.000000 Penalty: 3011.223145
	Iteration 81Q: 3 clusters Score -1214217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1214216.250000 Penalty: 3011.223145
	Iteration 82Q: 3 clusters Score -1214216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1214219.250000 Penalty: 3011.223145
	Iteration 83Q: 3 clusters Score -1214219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1214220.250000 Penalty: 3011.223145
	Iteration 84Q: 3 clusters Score -1214220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1214221.125000 Penalty: 3011.223145
	Iteration 85Q: 3 clusters Score -1214221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1214220.125000 Penalty: 3011.223145
	Iteration 86Q: 3 clusters Score -1214220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1214219.500000 Penalty: 3011.223145
	Iteration 87Q: 3 clusters Score -1214220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1214219.500000 Penalty: 3011.223145
	Iteration 88F: 3 clusters Score -1214220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Entering Unmasked Estep 
Score: -12899365.000000 Penalty: 1877.956421
	Iteration 0F: 2 clusters Score -1.289936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -12831208.000000 Penalty: 3755.912842
	Iteration 0F: 3 clusters Score -1.283121e+07 nChanged 50006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -12860416.000000 Penalty: 3755.912842
	Iteration 1F: 3 clusters Score -1.286042e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -12861675.000000 Penalty: 3755.912842
	Iteration 2Q: 3 clusters Score -1.286168e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -12863805.000000 Penalty: 3755.912842
	Iteration 3Q: 3 clusters Score -1.28638e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -12867092.000000 Penalty: 3755.912842
	Iteration 4F: 3 clusters Score -1.286709e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -12871968.000000 Penalty: 3755.912842
	Iteration 5F: 3 clusters Score -1.287197e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -12878957.000000 Penalty: 3755.912842
	Iteration 6F: 3 clusters Score -1.287896e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -12886664.000000 Penalty: 3755.912842
	Iteration 7F: 3 clusters Score -1.288666e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -12893185.000000 Penalty: 3755.912842
	Iteration 8F: 3 clusters Score -1.289318e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -12896296.000000 Penalty: 3755.912842
	Iteration 9Q: 3 clusters Score -1.28963e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -12897571.000000 Penalty: 3755.912842
	Iteration 10Q: 3 clusters Score -1.289757e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -12898161.000000 Penalty: 3755.912842
	Iteration 11Q: 3 clusters Score -1.289816e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -12898493.000000 Penalty: 3755.912842
	Iteration 12Q: 3 clusters Score -1.289849e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -12898723.000000 Penalty: 3755.912842
	Iteration 13Q: 3 clusters Score -1.289872e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -12898856.000000 Penalty: 3755.912842
	Iteration 14Q: 3 clusters Score -1.289886e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -12898981.000000 Penalty: 3755.912842
	Iteration 15Q: 3 clusters Score -1.289898e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -12898996.000000 Penalty: 3755.912842
	Iteration 16Q: 3 clusters Score -1.2899e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -12899011.000000 Penalty: 3755.912842
	Iteration 17Q: 3 clusters Score -1.289901e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -12899032.000000 Penalty: 3755.912842
	Iteration 18Q: 3 clusters Score -1.289903e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -12899070.000000 Penalty: 3755.912842
	Iteration 19Q: 3 clusters Score -1.289907e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -12899104.000000 Penalty: 3755.912842
	Iteration 20F: 3 clusters Score -1.28991e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -12899102.000000 Penalty: 3755.912842
	Iteration 21Q: 3 clusters Score -1.28991e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -12899120.000000 Penalty: 3755.912842
	Iteration 22Q: 3 clusters Score -1.289912e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -12899135.000000 Penalty: 3755.912842
	Iteration 23Q: 3 clusters Score -1.289914e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -12899121.000000 Penalty: 3755.912842
	Iteration 24Q: 3 clusters Score -1.289912e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -12899183.000000 Penalty: 3755.912842
	Iteration 25Q: 3 clusters Score -1.289918e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -12899168.000000 Penalty: 3755.912842
	Iteration 26Q: 3 clusters Score -1.289917e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -12899212.000000 Penalty: 3755.912842
	Iteration 27Q: 3 clusters Score -1.289921e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -12899194.000000 Penalty: 3755.912842
	Iteration 28Q: 3 clusters Score -1.289919e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -12899173.000000 Penalty: 3755.912842
	Iteration 29Q: 3 clusters Score -1.289917e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -12899150.000000 Penalty: 3755.912842
	Iteration 30Q: 3 clusters Score -1.289915e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -12899146.000000 Penalty: 3755.912842
	Iteration 31Q: 3 clusters Score -1.289915e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -12899170.000000 Penalty: 3755.912842
	Iteration 32Q: 3 clusters Score -1.289917e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -12899174.000000 Penalty: 3755.912842
	Iteration 33Q: 3 clusters Score -1.289917e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -12899160.000000 Penalty: 3755.912842
	Iteration 34Q: 3 clusters Score -1.289916e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -12899163.000000 Penalty: 3755.912842
	Iteration 35Q: 3 clusters Score -1.289916e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -12899195.000000 Penalty: 3755.912842
	Iteration 36Q: 3 clusters Score -1.28992e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -12899230.000000 Penalty: 3755.912842
	Iteration 37Q: 3 clusters Score -1.289923e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -12899219.000000 Penalty: 3755.912842
	Iteration 38Q: 3 clusters Score -1.289922e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -12899228.000000 Penalty: 3755.912842
	Iteration 39Q: 3 clusters Score -1.289923e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -12899230.000000 Penalty: 3755.912842
	Iteration 40F: 3 clusters Score -1.289923e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -12899245.000000 Penalty: 3755.912842
	Iteration 41Q: 3 clusters Score -1.289924e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -12899243.000000 Penalty: 3755.912842
	Iteration 42Q: 3 clusters Score -1.289924e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -12899237.000000 Penalty: 3755.912842
	Iteration 43Q: 3 clusters Score -1.289924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -12899241.000000 Penalty: 3755.912842
	Iteration 44Q: 3 clusters Score -1.289924e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -12899190.000000 Penalty: 3755.912842
	Iteration 45Q: 3 clusters Score -1.289919e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -12899191.000000 Penalty: 3755.912842
	Iteration 46Q: 3 clusters Score -1.289919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -12899199.000000 Penalty: 3755.912842
	Iteration 47Q: 3 clusters Score -1.28992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -12899185.000000 Penalty: 3755.912842
	Iteration 48Q: 3 clusters Score -1.289918e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -12899202.000000 Penalty: 3755.912842
	Iteration 49Q: 3 clusters Score -1.28992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -12899208.000000 Penalty: 3755.912842
	Iteration 50Q: 3 clusters Score -1.289921e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -12899197.000000 Penalty: 3755.912842
	Iteration 51Q: 3 clusters Score -1.28992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -12899189.000000 Penalty: 3755.912842
	Iteration 52Q: 3 clusters Score -1.289919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -12899208.000000 Penalty: 3755.912842
	Iteration 53Q: 3 clusters Score -1.289921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -12899205.000000 Penalty: 3755.912842
	Iteration 54Q: 3 clusters Score -1.28992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -12899212.000000 Penalty: 3755.912842
	Iteration 55Q: 3 clusters Score -1.289921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -12899212.000000 Penalty: 3755.912842
	Iteration 56Q: 3 clusters Score -1.289921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -12899221.000000 Penalty: 3755.912842
	Iteration 57Q: 3 clusters Score -1.289922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -12899249.000000 Penalty: 3755.912842
	Iteration 58Q: 3 clusters Score -1.289925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -12899248.000000 Penalty: 3755.912842
	Iteration 59Q: 3 clusters Score -1.289925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -12899244.000000 Penalty: 3755.912842
	Iteration 60F: 3 clusters Score -1.289924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -12899236.000000 Penalty: 3755.912842
	Iteration 61Q: 3 clusters Score -1.289924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -12899230.000000 Penalty: 3755.912842
	Iteration 62Q: 3 clusters Score -1.289923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -12899227.000000 Penalty: 3755.912842
	Iteration 63Q: 3 clusters Score -1.289923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -12899212.000000 Penalty: 3755.912842
	Iteration 64Q: 3 clusters Score -1.289921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -12899215.000000 Penalty: 3755.912842
	Iteration 65Q: 3 clusters Score -1.289922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -12899198.000000 Penalty: 3755.912842
	Iteration 66Q: 3 clusters Score -1.28992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -12899185.000000 Penalty: 3755.912842
	Iteration 67Q: 3 clusters Score -1.289918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -12899199.000000 Penalty: 3755.912842
	Iteration 68Q: 3 clusters Score -1.28992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -12899189.000000 Penalty: 3755.912842
	Iteration 69Q: 3 clusters Score -1.289919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -12899177.000000 Penalty: 3755.912842
	Iteration 70Q: 3 clusters Score -1.289918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -12899177.000000 Penalty: 3755.912842
	Iteration 71Q: 3 clusters Score -1.289918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -12899192.000000 Penalty: 3755.912842
	Iteration 72Q: 3 clusters Score -1.289919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -12899185.000000 Penalty: 3755.912842
	Iteration 73Q: 3 clusters Score -1.289918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -12899192.000000 Penalty: 3755.912842
	Iteration 74Q: 3 clusters Score -1.289919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -12899193.000000 Penalty: 3755.912842
	Iteration 75Q: 3 clusters Score -1.289919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -12899181.000000 Penalty: 3755.912842
	Iteration 76Q: 3 clusters Score -1.289918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -12899200.000000 Penalty: 3755.912842
	Iteration 77Q: 3 clusters Score -1.28992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -12899189.000000 Penalty: 3755.912842
	Iteration 78Q: 3 clusters Score -1.289919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -12899191.000000 Penalty: 3755.912842
	Iteration 79Q: 3 clusters Score -1.289919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -12899188.000000 Penalty: 3755.912842
	Iteration 80F: 3 clusters Score -1.289919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -12899171.000000 Penalty: 3755.912842
	Iteration 81Q: 3 clusters Score -1.289917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -12899181.000000 Penalty: 3755.912842
	Iteration 82Q: 3 clusters Score -1.289918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -12899189.000000 Penalty: 3755.912842
	Iteration 83Q: 3 clusters Score -1.289919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -12899192.000000 Penalty: 3755.912842
	Iteration 84Q: 3 clusters Score -1.289919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -12899191.000000 Penalty: 3755.912842
	Iteration 85Q: 3 clusters Score -1.289919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -12899204.000000 Penalty: 3755.912842
	Iteration 86Q: 3 clusters Score -1.28992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -12899197.000000 Penalty: 3755.912842
	Iteration 87Q: 3 clusters Score -1.28992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -12899203.000000 Penalty: 3755.912842
	Iteration 88Q: 3 clusters Score -1.28992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -12899201.000000 Penalty: 3755.912842
	Iteration 89Q: 3 clusters Score -1.28992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -12899205.000000 Penalty: 3755.912842
	Iteration 90Q: 3 clusters Score -1.28992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -12899207.000000 Penalty: 3755.912842
	Iteration 91Q: 3 clusters Score -1.289921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -12899212.000000 Penalty: 3755.912842
	Iteration 92Q: 3 clusters Score -1.289921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -12899210.000000 Penalty: 3755.912842
	Iteration 93Q: 3 clusters Score -1.289921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -12899218.000000 Penalty: 3755.912842
	Iteration 94Q: 3 clusters Score -1.289922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -12899198.000000 Penalty: 3755.912842
	Iteration 95Q: 3 clusters Score -1.28992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -12899189.000000 Penalty: 3755.912842
	Iteration 96Q: 3 clusters Score -1.289919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -12899178.000000 Penalty: 3755.912842
	Iteration 97Q: 3 clusters Score -1.289918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -12899187.000000 Penalty: 3755.912842
	Iteration 98Q: 3 clusters Score -1.289919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -12899174.000000 Penalty: 3755.912842
	Iteration 99Q: 3 clusters Score -1.289917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -12899162.000000 Penalty: 3755.912842
	Iteration 100F: 3 clusters Score -1.289916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -12899166.000000 Penalty: 3755.912842
	Iteration 101Q: 3 clusters Score -1.289917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -12899156.000000 Penalty: 3755.912842
	Iteration 102Q: 3 clusters Score -1.289916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -12899158.000000 Penalty: 3755.912842
	Iteration 103Q: 3 clusters Score -1.289916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -12899161.000000 Penalty: 3755.912842
	Iteration 104Q: 3 clusters Score -1.289916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -12899168.000000 Penalty: 3755.912842
	Iteration 105Q: 3 clusters Score -1.289917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -12899174.000000 Penalty: 3755.912842
	Iteration 106Q: 3 clusters Score -1.289917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -12899188.000000 Penalty: 3755.912842
	Iteration 107Q: 3 clusters Score -1.289919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -12899186.000000 Penalty: 3755.912842
	Iteration 108Q: 3 clusters Score -1.289919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -12899178.000000 Penalty: 3755.912842
	Iteration 109Q: 3 clusters Score -1.289918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -12899174.000000 Penalty: 3755.912842
	Iteration 110Q: 3 clusters Score -1.289917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -12899178.000000 Penalty: 3755.912842
	Iteration 111Q: 3 clusters Score -1.289918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -12899171.000000 Penalty: 3755.912842
	Iteration 112Q: 3 clusters Score -1.289917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -12899163.000000 Penalty: 3755.912842
	Iteration 113Q: 3 clusters Score -1.289916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -12899174.000000 Penalty: 3755.912842
	Iteration 114Q: 3 clusters Score -1.289917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -12899168.000000 Penalty: 3755.912842
	Iteration 115Q: 3 clusters Score -1.289917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -12899160.000000 Penalty: 3755.912842
	Iteration 116Q: 3 clusters Score -1.289916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -12899168.000000 Penalty: 3755.912842
	Iteration 117Q: 3 clusters Score -1.289917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -12899171.000000 Penalty: 3755.912842
	Iteration 118Q: 3 clusters Score -1.289917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -12899172.000000 Penalty: 3755.912842
	Iteration 119Q: 3 clusters Score -1.289917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -12899175.000000 Penalty: 3755.912842
	Iteration 120F: 3 clusters Score -1.289918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -12899175.000000 Penalty: 3755.912842
	Iteration 121Q: 3 clusters Score -1.289918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -12899175.000000 Penalty: 3755.912842
	Iteration 122Q: 3 clusters Score -1.289918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -12899175.000000 Penalty: 3755.912842
	Iteration 123Q: 3 clusters Score -1.289918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -12899180.000000 Penalty: 3755.912842
	Iteration 124Q: 3 clusters Score -1.289918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -12899180.000000 Penalty: 3755.912842
	Iteration 125Q: 3 clusters Score -1.289918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -12899179.000000 Penalty: 3755.912842
	Iteration 126Q: 3 clusters Score -1.289918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -12899178.000000 Penalty: 3755.912842
	Iteration 127Q: 3 clusters Score -1.289918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -12899176.000000 Penalty: 3755.912842
	Iteration 128Q: 3 clusters Score -1.289918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -12899160.000000 Penalty: 3755.912842
	Iteration 129Q: 3 clusters Score -1.289916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -12899153.000000 Penalty: 3755.912842
	Iteration 130Q: 3 clusters Score -1.289915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -12899160.000000 Penalty: 3755.912842
	Iteration 131Q: 3 clusters Score -1.289916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -12899161.000000 Penalty: 3755.912842
	Iteration 132Q: 3 clusters Score -1.289916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -12899154.000000 Penalty: 3755.912842
	Iteration 133Q: 3 clusters Score -1.289915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -12899163.000000 Penalty: 3755.912842
	Iteration 134Q: 3 clusters Score -1.289916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -12899164.000000 Penalty: 3755.912842
	Iteration 135Q: 3 clusters Score -1.289916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -12899184.000000 Penalty: 3755.912842
	Iteration 136Q: 3 clusters Score -1.289918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -12899179.000000 Penalty: 3755.912842
	Iteration 137Q: 3 clusters Score -1.289918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -12899171.000000 Penalty: 3755.912842
	Iteration 138Q: 3 clusters Score -1.289917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -12899169.000000 Penalty: 3755.912842
	Iteration 139Q: 3 clusters Score -1.289917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91886 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -12899169.000000 Penalty: 3755.912842
	Iteration 140F: 3 clusters Score -1.289917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -12899181.000000 Penalty: 3755.912842
	Iteration 141Q: 3 clusters Score -1.289918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -12899178.000000 Penalty: 3755.912842
	Iteration 142Q: 3 clusters Score -1.289918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -12899178.000000 Penalty: 3755.912842
	Iteration 143Q: 3 clusters Score -1.289918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -12899176.000000 Penalty: 3755.912842
	Iteration 144Q: 3 clusters Score -1.289918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -12899168.000000 Penalty: 3755.912842
	Iteration 145Q: 3 clusters Score -1.289917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -12899174.000000 Penalty: 3755.912842
	Iteration 146Q: 3 clusters Score -1.289917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -12899168.000000 Penalty: 3755.912842
	Iteration 147Q: 3 clusters Score -1.289917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -12899174.000000 Penalty: 3755.912842
	Iteration 148Q: 3 clusters Score -1.289917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -12899163.000000 Penalty: 3755.912842
	Iteration 149Q: 3 clusters Score -1.289916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -12899155.000000 Penalty: 3755.912842
	Iteration 150Q: 3 clusters Score -1.289916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -12899158.000000 Penalty: 3755.912842
	Iteration 151Q: 3 clusters Score -1.289916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -12899161.000000 Penalty: 3755.912842
	Iteration 152Q: 3 clusters Score -1.289916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -12899161.000000 Penalty: 3755.912842
	Iteration 153F: 3 clusters Score -1.289916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Entering Unmasked Estep 
Score: -1018745.500000 Penalty: 1464.273315
	Iteration 0F: 2 clusters Score -1018746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1012730.812500 Penalty: 2928.546631
	Iteration 0F: 3 clusters Score -1012731 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1014589.750000 Penalty: 2928.546631
	Iteration 1F: 3 clusters Score -1014590 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1014795.812500 Penalty: 2928.546631
	Iteration 2F: 3 clusters Score -1014796 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1014960.562500 Penalty: 2928.546631
	Iteration 3F: 3 clusters Score -1014961 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1015077.437500 Penalty: 2928.546631
	Iteration 4Q: 3 clusters Score -1015077 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1015221.500000 Penalty: 2928.546631
	Iteration 5Q: 3 clusters Score -1015222 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1015385.687500 Penalty: 2928.546631
	Iteration 6Q: 3 clusters Score -1015386 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1015585.750000 Penalty: 2928.546631
	Iteration 7Q: 3 clusters Score -1015586 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1015830.312500 Penalty: 2928.546631
	Iteration 8Q: 3 clusters Score -1015830 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1016158.312500 Penalty: 2928.546631
	Iteration 9F: 3 clusters Score -1016158 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1016475.250000 Penalty: 2928.546631
	Iteration 10F: 3 clusters Score -1016475 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1016774.187500 Penalty: 2928.546631
	Iteration 11Q: 3 clusters Score -1016774 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1017024.375000 Penalty: 2928.546631
	Iteration 12Q: 3 clusters Score -1017024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1017205.062500 Penalty: 2928.546631
	Iteration 13Q: 3 clusters Score -1017205 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1017322.812500 Penalty: 2928.546631
	Iteration 14Q: 3 clusters Score -1017323 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1017402.125000 Penalty: 2928.546631
	Iteration 15Q: 3 clusters Score -1017402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1017455.937500 Penalty: 2928.546631
	Iteration 16Q: 3 clusters Score -1017456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1017478.437500 Penalty: 2928.546631
	Iteration 17Q: 3 clusters Score -1017478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1017492.250000 Penalty: 2928.546631
	Iteration 18Q: 3 clusters Score -1017492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1017505.000000 Penalty: 2928.546631
	Iteration 19Q: 3 clusters Score -1017505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1017513.062500 Penalty: 2928.546631
	Iteration 20F: 3 clusters Score -1017513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1017520.937500 Penalty: 2928.546631
	Iteration 21Q: 3 clusters Score -1017521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1017527.875000 Penalty: 2928.546631
	Iteration 22Q: 3 clusters Score -1017528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1017532.812500 Penalty: 2928.546631
	Iteration 23Q: 3 clusters Score -1017533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1017536.187500 Penalty: 2928.546631
	Iteration 24Q: 3 clusters Score -1017536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1017539.875000 Penalty: 2928.546631
	Iteration 25Q: 3 clusters Score -1017540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1017539.937500 Penalty: 2928.546631
	Iteration 26Q: 3 clusters Score -1017540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1017539.937500 Penalty: 2928.546631
	Iteration 27F: 3 clusters Score -1017540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Entering Unmasked Estep 
Score: -702153.750000 Penalty: 1410.774658
	Iteration 0F: 2 clusters Score -702153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -697632.312500 Penalty: 2821.549316
	Iteration 0F: 3 clusters Score -697632.3 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -699049.000000 Penalty: 2821.549316
	Iteration 1F: 3 clusters Score -699049 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -699368.875000 Penalty: 2821.549316
	Iteration 2F: 3 clusters Score -699368.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -699674.875000 Penalty: 2821.549316
	Iteration 3F: 3 clusters Score -699674.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -699953.125000 Penalty: 2821.549316
	Iteration 4F: 3 clusters Score -699953.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -700240.687500 Penalty: 2821.549316
	Iteration 5F: 3 clusters Score -700240.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -700610.000000 Penalty: 2821.549316
	Iteration 6F: 3 clusters Score -700610 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -700953.062500 Penalty: 2821.549316
	Iteration 7F: 3 clusters Score -700953.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -701210.750000 Penalty: 2821.549316
	Iteration 8Q: 3 clusters Score -701210.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -701385.750000 Penalty: 2821.549316
	Iteration 9Q: 3 clusters Score -701385.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -701485.500000 Penalty: 2821.549316
	Iteration 10Q: 3 clusters Score -701485.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -701535.687500 Penalty: 2821.549316
	Iteration 11Q: 3 clusters Score -701535.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -701564.375000 Penalty: 2821.549316
	Iteration 12Q: 3 clusters Score -701564.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -701581.187500 Penalty: 2821.549316
	Iteration 13Q: 3 clusters Score -701581.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -701594.375000 Penalty: 2821.549316
	Iteration 14Q: 3 clusters Score -701594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -701599.250000 Penalty: 2821.549316
	Iteration 15Q: 3 clusters Score -701599.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -701604.062500 Penalty: 2821.549316
	Iteration 16Q: 3 clusters Score -701604.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -701605.875000 Penalty: 2821.549316
	Iteration 17Q: 3 clusters Score -701605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -701607.750000 Penalty: 2821.549316
	Iteration 18Q: 3 clusters Score -701607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -701608.375000 Penalty: 2821.549316
	Iteration 19Q: 3 clusters Score -701608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -701608.437500 Penalty: 2821.549316
	Iteration 20F: 3 clusters Score -701608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -701610.000000 Penalty: 2821.549316
	Iteration 21Q: 3 clusters Score -701610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -701610.062500 Penalty: 2821.549316
	Iteration 22Q: 3 clusters Score -701610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -701609.812500 Penalty: 2821.549316
	Iteration 23Q: 3 clusters Score -701609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -701609.562500 Penalty: 2821.549316
	Iteration 24Q: 3 clusters Score -701609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -701610.687500 Penalty: 2821.549316
	Iteration 25Q: 3 clusters Score -701610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -701610.687500 Penalty: 2821.549316
	Iteration 26F: 3 clusters Score -701610.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -488118.000000 Penalty: 1343.168091
	Iteration 0F: 2 clusters Score -488118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -484872.281250 Penalty: 2686.336182
	Iteration 0F: 3 clusters Score -484872.3 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -485724.562500 Penalty: 2686.336182
	Iteration 1F: 3 clusters Score -485724.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -485872.750000 Penalty: 2686.336182
	Iteration 2F: 3 clusters Score -485872.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -485972.062500 Penalty: 2686.336182
	Iteration 3F: 3 clusters Score -485972.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -486033.750000 Penalty: 2686.336182
	Iteration 4Q: 3 clusters Score -486033.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -486080.906250 Penalty: 2686.336182
	Iteration 5Q: 3 clusters Score -486080.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -486120.750000 Penalty: 2686.336182
	Iteration 6Q: 3 clusters Score -486120.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -486150.906250 Penalty: 2686.336182
	Iteration 7Q: 3 clusters Score -486150.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -486181.468750 Penalty: 2686.336182
	Iteration 8Q: 3 clusters Score -486181.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -486213.093750 Penalty: 2686.336182
	Iteration 9Q: 3 clusters Score -486213.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -486233.031250 Penalty: 2686.336182
	Iteration 10Q: 3 clusters Score -486233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -486251.625000 Penalty: 2686.336182
	Iteration 11Q: 3 clusters Score -486251.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -486270.343750 Penalty: 2686.336182
	Iteration 12Q: 3 clusters Score -486270.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -486288.781250 Penalty: 2686.336182
	Iteration 13Q: 3 clusters Score -486288.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -486309.031250 Penalty: 2686.336182
	Iteration 14Q: 3 clusters Score -486309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -486326.593750 Penalty: 2686.336182
	Iteration 15Q: 3 clusters Score -486326.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -486345.500000 Penalty: 2686.336182
	Iteration 16Q: 3 clusters Score -486345.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -486364.906250 Penalty: 2686.336182
	Iteration 17Q: 3 clusters Score -486364.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -486387.750000 Penalty: 2686.336182
	Iteration 18Q: 3 clusters Score -486387.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -486413.218750 Penalty: 2686.336182
	Iteration 19Q: 3 clusters Score -486413.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -486429.468750 Penalty: 2686.336182
	Iteration 20F: 3 clusters Score -486429.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -486446.968750 Penalty: 2686.336182
	Iteration 21Q: 3 clusters Score -486447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -486464.531250 Penalty: 2686.336182
	Iteration 22Q: 3 clusters Score -486464.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -486487.218750 Penalty: 2686.336182
	Iteration 23Q: 3 clusters Score -486487.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -486513.562500 Penalty: 2686.336182
	Iteration 24Q: 3 clusters Score -486513.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -486542.250000 Penalty: 2686.336182
	Iteration 25Q: 3 clusters Score -486542.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -486571.468750 Penalty: 2686.336182
	Iteration 26Q: 3 clusters Score -486571.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -486600.093750 Penalty: 2686.336182
	Iteration 27Q: 3 clusters Score -486600.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -486620.906250 Penalty: 2686.336182
	Iteration 28Q: 3 clusters Score -486620.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -486640.593750 Penalty: 2686.336182
	Iteration 29Q: 3 clusters Score -486640.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -486655.031250 Penalty: 2686.336182
	Iteration 30Q: 3 clusters Score -486655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -486667.437500 Penalty: 2686.336182
	Iteration 31Q: 3 clusters Score -486667.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -486679.218750 Penalty: 2686.336182
	Iteration 32Q: 3 clusters Score -486679.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -486692.312500 Penalty: 2686.336182
	Iteration 33Q: 3 clusters Score -486692.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -486700.093750 Penalty: 2686.336182
	Iteration 34Q: 3 clusters Score -486700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -486705.781250 Penalty: 2686.336182
	Iteration 35Q: 3 clusters Score -486705.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -486711.406250 Penalty: 2686.336182
	Iteration 36Q: 3 clusters Score -486711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -486717.656250 Penalty: 2686.336182
	Iteration 37Q: 3 clusters Score -486717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -486721.062500 Penalty: 2686.336182
	Iteration 38Q: 3 clusters Score -486721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -486725.281250 Penalty: 2686.336182
	Iteration 39Q: 3 clusters Score -486725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -486731.031250 Penalty: 2686.336182
	Iteration 40F: 3 clusters Score -486731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -486739.750000 Penalty: 2686.336182
	Iteration 41Q: 3 clusters Score -486739.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -486748.281250 Penalty: 2686.336182
	Iteration 42Q: 3 clusters Score -486748.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -486757.250000 Penalty: 2686.336182
	Iteration 43Q: 3 clusters Score -486757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -486768.281250 Penalty: 2686.336182
	Iteration 44Q: 3 clusters Score -486768.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -486777.625000 Penalty: 2686.336182
	Iteration 45Q: 3 clusters Score -486777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -486780.937500 Penalty: 2686.336182
	Iteration 46Q: 3 clusters Score -486780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -486788.343750 Penalty: 2686.336182
	Iteration 47Q: 3 clusters Score -486788.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -486798.343750 Penalty: 2686.336182
	Iteration 48Q: 3 clusters Score -486798.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -486805.906250 Penalty: 2686.336182
	Iteration 49Q: 3 clusters Score -486805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -486812.218750 Penalty: 2686.336182
	Iteration 50Q: 3 clusters Score -486812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -486818.343750 Penalty: 2686.336182
	Iteration 51Q: 3 clusters Score -486818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -486822.718750 Penalty: 2686.336182
	Iteration 52Q: 3 clusters Score -486822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -486826.750000 Penalty: 2686.336182
	Iteration 53Q: 3 clusters Score -486826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -486829.156250 Penalty: 2686.336182
	Iteration 54Q: 3 clusters Score -486829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -486831.062500 Penalty: 2686.336182
	Iteration 55Q: 3 clusters Score -486831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -486833.968750 Penalty: 2686.336182
	Iteration 56Q: 3 clusters Score -486834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -486835.593750 Penalty: 2686.336182
	Iteration 57Q: 3 clusters Score -486835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -486837.718750 Penalty: 2686.336182
	Iteration 58Q: 3 clusters Score -486837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -486840.250000 Penalty: 2686.336182
	Iteration 59Q: 3 clusters Score -486840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -486843.343750 Penalty: 2686.336182
	Iteration 60F: 3 clusters Score -486843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -486848.187500 Penalty: 2686.336182
	Iteration 61Q: 3 clusters Score -486848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -486854.093750 Penalty: 2686.336182
	Iteration 62Q: 3 clusters Score -486854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -486858.125000 Penalty: 2686.336182
	Iteration 63Q: 3 clusters Score -486858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -486862.593750 Penalty: 2686.336182
	Iteration 64Q: 3 clusters Score -486862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -486863.468750 Penalty: 2686.336182
	Iteration 65Q: 3 clusters Score -486863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -486863.468750 Penalty: 2686.336182
	Iteration 66F: 3 clusters Score -486863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -60589.574219 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -60589.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59544.828125 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -59544.83 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59996.800781 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -59996.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60290.488281 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -60290.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60430.253906 Penalty: 2091.227539
	Iteration 3F: 3 clusters Score -60430.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60522.878906 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -60522.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60605.750000 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -60605.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60658.414062 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -60658.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60671.183594 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -60671.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60683.515625 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -60683.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60690.902344 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -60690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60693.988281 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -60693.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60695.179688 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -60695.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60695.179688 Penalty: 2091.227539
	Iteration 12F: 3 clusters Score -60695.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 104470 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 114785 members 
Mstep: Class 10 contains 117697 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111720 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119517 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111748 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132851 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42961 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15584 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 384 members 
Entering Unmasked Estep 
Score: -141730608.000000 Penalty: 97552.609375
Splitting cluster 7 changes total score from -141731632.000000 to -141730608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -776575.187500 Penalty: 1422.371582
	Iteration 0F: 2 clusters Score -776575.2 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 3203 members 
Entering Unmasked Estep 
Score: -771767.500000 Penalty: 2844.743164
	Iteration 0F: 3 clusters Score -771767.5 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -773169.687500 Penalty: 2844.743164
	Iteration 1F: 3 clusters Score -773169.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -773339.500000 Penalty: 2844.743164
	Iteration 2F: 3 clusters Score -773339.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -773464.562500 Penalty: 2844.743164
	Iteration 3Q: 3 clusters Score -773464.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -773573.750000 Penalty: 2844.743164
	Iteration 4Q: 3 clusters Score -773573.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -773689.125000 Penalty: 2844.743164
	Iteration 5Q: 3 clusters Score -773689.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -773810.687500 Penalty: 2844.743164
	Iteration 6Q: 3 clusters Score -773810.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -773911.500000 Penalty: 2844.743164
	Iteration 7Q: 3 clusters Score -773911.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -774010.937500 Penalty: 2844.743164
	Iteration 8Q: 3 clusters Score -774010.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -774105.937500 Penalty: 2844.743164
	Iteration 9Q: 3 clusters Score -774105.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -774201.562500 Penalty: 2844.743164
	Iteration 10Q: 3 clusters Score -774201.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -774299.687500 Penalty: 2844.743164
	Iteration 11Q: 3 clusters Score -774299.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -774426.437500 Penalty: 2844.743164
	Iteration 12Q: 3 clusters Score -774426.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -774545.500000 Penalty: 2844.743164
	Iteration 13Q: 3 clusters Score -774545.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -774662.375000 Penalty: 2844.743164
	Iteration 14Q: 3 clusters Score -774662.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -774781.625000 Penalty: 2844.743164
	Iteration 15Q: 3 clusters Score -774781.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -774877.000000 Penalty: 2844.743164
	Iteration 16Q: 3 clusters Score -774877 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -774963.000000 Penalty: 2844.743164
	Iteration 17Q: 3 clusters Score -774963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -775031.750000 Penalty: 2844.743164
	Iteration 18Q: 3 clusters Score -775031.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -775081.562500 Penalty: 2844.743164
	Iteration 19Q: 3 clusters Score -775081.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -775122.750000 Penalty: 2844.743164
	Iteration 20F: 3 clusters Score -775122.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -775162.687500 Penalty: 2844.743164
	Iteration 21Q: 3 clusters Score -775162.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -775194.812500 Penalty: 2844.743164
	Iteration 22Q: 3 clusters Score -775194.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -775226.875000 Penalty: 2844.743164
	Iteration 23Q: 3 clusters Score -775226.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -775254.000000 Penalty: 2844.743164
	Iteration 24Q: 3 clusters Score -775254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -775270.250000 Penalty: 2844.743164
	Iteration 25Q: 3 clusters Score -775270.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -775283.625000 Penalty: 2844.743164
	Iteration 26Q: 3 clusters Score -775283.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -775294.000000 Penalty: 2844.743164
	Iteration 27Q: 3 clusters Score -775294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -775305.375000 Penalty: 2844.743164
	Iteration 28Q: 3 clusters Score -775305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -775315.125000 Penalty: 2844.743164
	Iteration 29Q: 3 clusters Score -775315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -775321.750000 Penalty: 2844.743164
	Iteration 30Q: 3 clusters Score -775321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -775327.125000 Penalty: 2844.743164
	Iteration 31Q: 3 clusters Score -775327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -775332.125000 Penalty: 2844.743164
	Iteration 32Q: 3 clusters Score -775332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -775336.500000 Penalty: 2844.743164
	Iteration 33Q: 3 clusters Score -775336.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -775342.562500 Penalty: 2844.743164
	Iteration 34Q: 3 clusters Score -775342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -775347.062500 Penalty: 2844.743164
	Iteration 35Q: 3 clusters Score -775347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -775349.812500 Penalty: 2844.743164
	Iteration 36Q: 3 clusters Score -775349.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -775355.375000 Penalty: 2844.743164
	Iteration 37Q: 3 clusters Score -775355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -775357.687500 Penalty: 2844.743164
	Iteration 38Q: 3 clusters Score -775357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -775359.750000 Penalty: 2844.743164
	Iteration 39Q: 3 clusters Score -775359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -775361.437500 Penalty: 2844.743164
	Iteration 40F: 3 clusters Score -775361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -775363.625000 Penalty: 2844.743164
	Iteration 41Q: 3 clusters Score -775363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -775362.562500 Penalty: 2844.743164
	Iteration 42Q: 3 clusters Score -775362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -775364.000000 Penalty: 2844.743164
	Iteration 43Q: 3 clusters Score -775364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -775364.562500 Penalty: 2844.743164
	Iteration 44Q: 3 clusters Score -775364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -775365.625000 Penalty: 2844.743164
	Iteration 45Q: 3 clusters Score -775365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -775365.125000 Penalty: 2844.743164
	Iteration 46Q: 3 clusters Score -775365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -775365.625000 Penalty: 2844.743164
	Iteration 47Q: 3 clusters Score -775365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -775367.187500 Penalty: 2844.743164
	Iteration 48Q: 3 clusters Score -775367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -775368.312500 Penalty: 2844.743164
	Iteration 49Q: 3 clusters Score -775368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -775371.812500 Penalty: 2844.743164
	Iteration 50Q: 3 clusters Score -775371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -775375.750000 Penalty: 2844.743164
	Iteration 51Q: 3 clusters Score -775375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -775382.937500 Penalty: 2844.743164
	Iteration 52Q: 3 clusters Score -775382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -775385.875000 Penalty: 2844.743164
	Iteration 53Q: 3 clusters Score -775385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -775389.437500 Penalty: 2844.743164
	Iteration 54Q: 3 clusters Score -775389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -775391.687500 Penalty: 2844.743164
	Iteration 55Q: 3 clusters Score -775391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -775392.625000 Penalty: 2844.743164
	Iteration 56Q: 3 clusters Score -775392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -775392.812500 Penalty: 2844.743164
	Iteration 57Q: 3 clusters Score -775392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -775392.812500 Penalty: 2844.743164
	Iteration 58F: 3 clusters Score -775392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (114785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114785 members 
Entering Unmasked Estep 
Score: -14494532.000000 Penalty: 1893.257568
	Iteration 0F: 2 clusters Score -1.449453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -14420447.000000 Penalty: 3786.515137
	Iteration 0F: 3 clusters Score -1.442045e+07 nChanged 54877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -14452833.000000 Penalty: 3786.515137
	Iteration 1F: 3 clusters Score -1.445283e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -14454238.000000 Penalty: 3786.515137
	Iteration 2Q: 3 clusters Score -1.445424e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -14456201.000000 Penalty: 3786.515137
	Iteration 3Q: 3 clusters Score -1.44562e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -14459400.000000 Penalty: 3786.515137
	Iteration 4F: 3 clusters Score -1.44594e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -14464258.000000 Penalty: 3786.515137
	Iteration 5F: 3 clusters Score -1.446426e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -14471130.000000 Penalty: 3786.515137
	Iteration 6F: 3 clusters Score -1.447113e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -14477890.000000 Penalty: 3786.515137
	Iteration 7F: 3 clusters Score -1.447789e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -14481944.000000 Penalty: 3786.515137
	Iteration 8F: 3 clusters Score -1.448194e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -14483423.000000 Penalty: 3786.515137
	Iteration 9Q: 3 clusters Score -1.448342e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -14484050.000000 Penalty: 3786.515137
	Iteration 10Q: 3 clusters Score -1.448405e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -14484428.000000 Penalty: 3786.515137
	Iteration 11Q: 3 clusters Score -1.448443e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -14484707.000000 Penalty: 3786.515137
	Iteration 12Q: 3 clusters Score -1.448471e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -14485067.000000 Penalty: 3786.515137
	Iteration 13Q: 3 clusters Score -1.448507e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -14485383.000000 Penalty: 3786.515137
	Iteration 14Q: 3 clusters Score -1.448538e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -14485672.000000 Penalty: 3786.515137
	Iteration 15Q: 3 clusters Score -1.448567e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -14485907.000000 Penalty: 3786.515137
	Iteration 16Q: 3 clusters Score -1.448591e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -14486127.000000 Penalty: 3786.515137
	Iteration 17Q: 3 clusters Score -1.448613e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -14486258.000000 Penalty: 3786.515137
	Iteration 18Q: 3 clusters Score -1.448626e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -14486388.000000 Penalty: 3786.515137
	Iteration 19Q: 3 clusters Score -1.448639e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -14486532.000000 Penalty: 3786.515137
	Iteration 20F: 3 clusters Score -1.448653e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -14486685.000000 Penalty: 3786.515137
	Iteration 21Q: 3 clusters Score -1.448668e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -14486916.000000 Penalty: 3786.515137
	Iteration 22Q: 3 clusters Score -1.448692e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -14486975.000000 Penalty: 3786.515137
	Iteration 23Q: 3 clusters Score -1.448698e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -14487142.000000 Penalty: 3786.515137
	Iteration 24Q: 3 clusters Score -1.448714e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -14487353.000000 Penalty: 3786.515137
	Iteration 25Q: 3 clusters Score -1.448735e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -14487511.000000 Penalty: 3786.515137
	Iteration 26Q: 3 clusters Score -1.448751e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -14487700.000000 Penalty: 3786.515137
	Iteration 27Q: 3 clusters Score -1.44877e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -14487882.000000 Penalty: 3786.515137
	Iteration 28Q: 3 clusters Score -1.448788e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -14488106.000000 Penalty: 3786.515137
	Iteration 29Q: 3 clusters Score -1.448811e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -14488366.000000 Penalty: 3786.515137
	Iteration 30Q: 3 clusters Score -1.448837e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -14488482.000000 Penalty: 3786.515137
	Iteration 31Q: 3 clusters Score -1.448848e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -14488678.000000 Penalty: 3786.515137
	Iteration 32Q: 3 clusters Score -1.448868e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -14488876.000000 Penalty: 3786.515137
	Iteration 33Q: 3 clusters Score -1.448888e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -14489051.000000 Penalty: 3786.515137
	Iteration 34Q: 3 clusters Score -1.448905e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -14489245.000000 Penalty: 3786.515137
	Iteration 35Q: 3 clusters Score -1.448924e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -14489412.000000 Penalty: 3786.515137
	Iteration 36Q: 3 clusters Score -1.448941e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -14489612.000000 Penalty: 3786.515137
	Iteration 37Q: 3 clusters Score -1.448961e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -14489758.000000 Penalty: 3786.515137
	Iteration 38Q: 3 clusters Score -1.448976e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -14489913.000000 Penalty: 3786.515137
	Iteration 39Q: 3 clusters Score -1.448991e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -14490095.000000 Penalty: 3786.515137
	Iteration 40F: 3 clusters Score -1.44901e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -14490221.000000 Penalty: 3786.515137
	Iteration 41Q: 3 clusters Score -1.449022e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -14490344.000000 Penalty: 3786.515137
	Iteration 42Q: 3 clusters Score -1.449034e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -14490562.000000 Penalty: 3786.515137
	Iteration 43Q: 3 clusters Score -1.449056e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -14490632.000000 Penalty: 3786.515137
	Iteration 44Q: 3 clusters Score -1.449063e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93252 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -14490742.000000 Penalty: 3786.515137
	Iteration 45Q: 3 clusters Score -1.449074e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -14490841.000000 Penalty: 3786.515137
	Iteration 46Q: 3 clusters Score -1.449084e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -14491003.000000 Penalty: 3786.515137
	Iteration 47Q: 3 clusters Score -1.4491e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -14491097.000000 Penalty: 3786.515137
	Iteration 48Q: 3 clusters Score -1.44911e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -14491244.000000 Penalty: 3786.515137
	Iteration 49Q: 3 clusters Score -1.449124e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -14491438.000000 Penalty: 3786.515137
	Iteration 50Q: 3 clusters Score -1.449144e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -14491584.000000 Penalty: 3786.515137
	Iteration 51Q: 3 clusters Score -1.449158e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -14491736.000000 Penalty: 3786.515137
	Iteration 52Q: 3 clusters Score -1.449174e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -14491860.000000 Penalty: 3786.515137
	Iteration 53Q: 3 clusters Score -1.449186e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -14491961.000000 Penalty: 3786.515137
	Iteration 54Q: 3 clusters Score -1.449196e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -14492080.000000 Penalty: 3786.515137
	Iteration 55Q: 3 clusters Score -1.449208e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -14492222.000000 Penalty: 3786.515137
	Iteration 56Q: 3 clusters Score -1.449222e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -14492371.000000 Penalty: 3786.515137
	Iteration 57Q: 3 clusters Score -1.449237e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -14492614.000000 Penalty: 3786.515137
	Iteration 58Q: 3 clusters Score -1.449261e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -14492820.000000 Penalty: 3786.515137
	Iteration 59Q: 3 clusters Score -1.449282e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -14492963.000000 Penalty: 3786.515137
	Iteration 60F: 3 clusters Score -1.449296e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -14493134.000000 Penalty: 3786.515137
	Iteration 61Q: 3 clusters Score -1.449313e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -14493316.000000 Penalty: 3786.515137
	Iteration 62Q: 3 clusters Score -1.449332e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -14493394.000000 Penalty: 3786.515137
	Iteration 63Q: 3 clusters Score -1.449339e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -14493507.000000 Penalty: 3786.515137
	Iteration 64Q: 3 clusters Score -1.449351e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -14493639.000000 Penalty: 3786.515137
	Iteration 65Q: 3 clusters Score -1.449364e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -14493732.000000 Penalty: 3786.515137
	Iteration 66Q: 3 clusters Score -1.449373e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -14493818.000000 Penalty: 3786.515137
	Iteration 67Q: 3 clusters Score -1.449382e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -14493875.000000 Penalty: 3786.515137
	Iteration 68Q: 3 clusters Score -1.449388e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -14493884.000000 Penalty: 3786.515137
	Iteration 69Q: 3 clusters Score -1.449388e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -14493942.000000 Penalty: 3786.515137
	Iteration 70Q: 3 clusters Score -1.449394e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -14493987.000000 Penalty: 3786.515137
	Iteration 71Q: 3 clusters Score -1.449399e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -14494078.000000 Penalty: 3786.515137
	Iteration 72Q: 3 clusters Score -1.449408e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106857 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -14494061.000000 Penalty: 3786.515137
	Iteration 73Q: 3 clusters Score -1.449406e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -14494038.000000 Penalty: 3786.515137
	Iteration 74Q: 3 clusters Score -1.449404e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -14494120.000000 Penalty: 3786.515137
	Iteration 75Q: 3 clusters Score -1.449412e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -14494126.000000 Penalty: 3786.515137
	Iteration 76Q: 3 clusters Score -1.449413e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -14494171.000000 Penalty: 3786.515137
	Iteration 77Q: 3 clusters Score -1.449417e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -14494154.000000 Penalty: 3786.515137
	Iteration 78Q: 3 clusters Score -1.449415e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -14494190.000000 Penalty: 3786.515137
	Iteration 79Q: 3 clusters Score -1.449419e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109928 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -14494195.000000 Penalty: 3786.515137
	Iteration 80F: 3 clusters Score -1.44942e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -14494112.000000 Penalty: 3786.515137
	Iteration 81Q: 3 clusters Score -1.449411e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -14494075.000000 Penalty: 3786.515137
	Iteration 82Q: 3 clusters Score -1.449408e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -14494083.000000 Penalty: 3786.515137
	Iteration 83Q: 3 clusters Score -1.449408e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14494015.000000 Penalty: 3786.515137
	Iteration 84Q: 3 clusters Score -1.449402e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -14493972.000000 Penalty: 3786.515137
	Iteration 85Q: 3 clusters Score -1.449397e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -14493914.000000 Penalty: 3786.515137
	Iteration 86Q: 3 clusters Score -1.449391e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -14493893.000000 Penalty: 3786.515137
	Iteration 87Q: 3 clusters Score -1.449389e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -14493898.000000 Penalty: 3786.515137
	Iteration 88Q: 3 clusters Score -1.44939e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -14493854.000000 Penalty: 3786.515137
	Iteration 89Q: 3 clusters Score -1.449385e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -14493863.000000 Penalty: 3786.515137
	Iteration 90Q: 3 clusters Score -1.449386e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -14493852.000000 Penalty: 3786.515137
	Iteration 91Q: 3 clusters Score -1.449385e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112623 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -14493843.000000 Penalty: 3786.515137
	Iteration 92Q: 3 clusters Score -1.449384e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -14493787.000000 Penalty: 3786.515137
	Iteration 93Q: 3 clusters Score -1.449379e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -14493783.000000 Penalty: 3786.515137
	Iteration 94Q: 3 clusters Score -1.449378e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14493713.000000 Penalty: 3786.515137
	Iteration 95Q: 3 clusters Score -1.449371e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14493690.000000 Penalty: 3786.515137
	Iteration 96Q: 3 clusters Score -1.449369e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14493707.000000 Penalty: 3786.515137
	Iteration 97Q: 3 clusters Score -1.449371e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -14493675.000000 Penalty: 3786.515137
	Iteration 98Q: 3 clusters Score -1.449368e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -14493678.000000 Penalty: 3786.515137
	Iteration 99Q: 3 clusters Score -1.449368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14493666.000000 Penalty: 3786.515137
	Iteration 100F: 3 clusters Score -1.449367e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113450 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14493654.000000 Penalty: 3786.515137
	Iteration 101Q: 3 clusters Score -1.449365e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14493635.000000 Penalty: 3786.515137
	Iteration 102Q: 3 clusters Score -1.449364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113531 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -14493638.000000 Penalty: 3786.515137
	Iteration 103Q: 3 clusters Score -1.449364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113559 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14493613.000000 Penalty: 3786.515137
	Iteration 104Q: 3 clusters Score -1.449361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -14493609.000000 Penalty: 3786.515137
	Iteration 105Q: 3 clusters Score -1.449361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14493614.000000 Penalty: 3786.515137
	Iteration 106Q: 3 clusters Score -1.449361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113635 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14493590.000000 Penalty: 3786.515137
	Iteration 107Q: 3 clusters Score -1.449359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14493586.000000 Penalty: 3786.515137
	Iteration 108Q: 3 clusters Score -1.449359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -14493574.000000 Penalty: 3786.515137
	Iteration 109Q: 3 clusters Score -1.449357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -14493574.000000 Penalty: 3786.515137
	Iteration 110Q: 3 clusters Score -1.449357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113714 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14493550.000000 Penalty: 3786.515137
	Iteration 111Q: 3 clusters Score -1.449355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14493561.000000 Penalty: 3786.515137
	Iteration 112Q: 3 clusters Score -1.449356e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113767 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14493573.000000 Penalty: 3786.515137
	Iteration 113Q: 3 clusters Score -1.449357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14493564.000000 Penalty: 3786.515137
	Iteration 114Q: 3 clusters Score -1.449356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113817 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14493527.000000 Penalty: 3786.515137
	Iteration 115Q: 3 clusters Score -1.449353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14493522.000000 Penalty: 3786.515137
	Iteration 116Q: 3 clusters Score -1.449352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113854 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14493511.000000 Penalty: 3786.515137
	Iteration 117Q: 3 clusters Score -1.449351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113874 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -14493499.000000 Penalty: 3786.515137
	Iteration 118Q: 3 clusters Score -1.44935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14493499.000000 Penalty: 3786.515137
	Iteration 119Q: 3 clusters Score -1.44935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113901 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14493506.000000 Penalty: 3786.515137
	Iteration 120F: 3 clusters Score -1.449351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113909 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -14493502.000000 Penalty: 3786.515137
	Iteration 121Q: 3 clusters Score -1.44935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14493507.000000 Penalty: 3786.515137
	Iteration 122Q: 3 clusters Score -1.449351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113917 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14493498.000000 Penalty: 3786.515137
	Iteration 123Q: 3 clusters Score -1.44935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113922 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14493497.000000 Penalty: 3786.515137
	Iteration 124Q: 3 clusters Score -1.44935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14493496.000000 Penalty: 3786.515137
	Iteration 125Q: 3 clusters Score -1.44935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113928 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14493491.000000 Penalty: 3786.515137
	Iteration 126Q: 3 clusters Score -1.449349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14493489.000000 Penalty: 3786.515137
	Iteration 127Q: 3 clusters Score -1.449349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14493488.000000 Penalty: 3786.515137
	Iteration 128Q: 3 clusters Score -1.449349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14493488.000000 Penalty: 3786.515137
	Iteration 129F: 3 clusters Score -1.449349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Entering Unmasked Estep 
Score: -14833074.000000 Penalty: 1897.328735
	Iteration 0F: 2 clusters Score -1.483307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -14757728.000000 Penalty: 3794.657471
	Iteration 0F: 3 clusters Score -1.475773e+07 nChanged 56641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -14790436.000000 Penalty: 3794.657471
	Iteration 1F: 3 clusters Score -1.479044e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -14791161.000000 Penalty: 3794.657471
	Iteration 2Q: 3 clusters Score -1.479116e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -14791879.000000 Penalty: 3794.657471
	Iteration 3Q: 3 clusters Score -1.479188e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -14792788.000000 Penalty: 3794.657471
	Iteration 4Q: 3 clusters Score -1.479279e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -14793916.000000 Penalty: 3794.657471
	Iteration 5Q: 3 clusters Score -1.479392e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -14795985.000000 Penalty: 3794.657471
	Iteration 6Q: 3 clusters Score -1.479598e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -14799718.000000 Penalty: 3794.657471
	Iteration 7Q: 3 clusters Score -1.479972e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -14805689.000000 Penalty: 3794.657471
	Iteration 8F: 3 clusters Score -1.480569e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -14811320.000000 Penalty: 3794.657471
	Iteration 9F: 3 clusters Score -1.481132e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -14814329.000000 Penalty: 3794.657471
	Iteration 10F: 3 clusters Score -1.481433e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -14815517.000000 Penalty: 3794.657471
	Iteration 11Q: 3 clusters Score -1.481552e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -14816097.000000 Penalty: 3794.657471
	Iteration 12Q: 3 clusters Score -1.48161e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -14816679.000000 Penalty: 3794.657471
	Iteration 13Q: 3 clusters Score -1.481668e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -14817460.000000 Penalty: 3794.657471
	Iteration 14Q: 3 clusters Score -1.481746e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -14818339.000000 Penalty: 3794.657471
	Iteration 15Q: 3 clusters Score -1.481834e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -14819275.000000 Penalty: 3794.657471
	Iteration 16Q: 3 clusters Score -1.481928e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -14820164.000000 Penalty: 3794.657471
	Iteration 17Q: 3 clusters Score -1.482016e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -14821370.000000 Penalty: 3794.657471
	Iteration 18Q: 3 clusters Score -1.482137e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -14822577.000000 Penalty: 3794.657471
	Iteration 19Q: 3 clusters Score -1.482258e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -14823804.000000 Penalty: 3794.657471
	Iteration 20F: 3 clusters Score -1.48238e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -14825105.000000 Penalty: 3794.657471
	Iteration 21Q: 3 clusters Score -1.48251e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -14826474.000000 Penalty: 3794.657471
	Iteration 22Q: 3 clusters Score -1.482647e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -14827832.000000 Penalty: 3794.657471
	Iteration 23Q: 3 clusters Score -1.482783e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -14829094.000000 Penalty: 3794.657471
	Iteration 24Q: 3 clusters Score -1.482909e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -14830315.000000 Penalty: 3794.657471
	Iteration 25Q: 3 clusters Score -1.483032e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -14831237.000000 Penalty: 3794.657471
	Iteration 26Q: 3 clusters Score -1.483124e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -14832122.000000 Penalty: 3794.657471
	Iteration 27Q: 3 clusters Score -1.483212e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -14832649.000000 Penalty: 3794.657471
	Iteration 28Q: 3 clusters Score -1.483265e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -14833083.000000 Penalty: 3794.657471
	Iteration 29Q: 3 clusters Score -1.483308e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -14833300.000000 Penalty: 3794.657471
	Iteration 30Q: 3 clusters Score -1.48333e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -14833438.000000 Penalty: 3794.657471
	Iteration 31Q: 3 clusters Score -1.483344e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -14833506.000000 Penalty: 3794.657471
	Iteration 32Q: 3 clusters Score -1.483351e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -14833458.000000 Penalty: 3794.657471
	Iteration 33Q: 3 clusters Score -1.483346e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -14833420.000000 Penalty: 3794.657471
	Iteration 34Q: 3 clusters Score -1.483342e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 111674 members 
Entering Unmasked Estep 
Score: -14833388.000000 Penalty: 3794.657471
	Iteration 35Q: 3 clusters Score -1.483339e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -14833323.000000 Penalty: 3794.657471
	Iteration 36Q: 3 clusters Score -1.483332e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -14833253.000000 Penalty: 3794.657471
	Iteration 37Q: 3 clusters Score -1.483325e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 112812 members 
Entering Unmasked Estep 
Score: -14833173.000000 Penalty: 3794.657471
	Iteration 38Q: 3 clusters Score -1.483317e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -14833128.000000 Penalty: 3794.657471
	Iteration 39Q: 3 clusters Score -1.483313e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -14833062.000000 Penalty: 3794.657471
	Iteration 40F: 3 clusters Score -1.483306e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 113728 members 
Entering Unmasked Estep 
Score: -14833003.000000 Penalty: 3794.657471
	Iteration 41Q: 3 clusters Score -1.4833e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 113990 members 
Entering Unmasked Estep 
Score: -14832928.000000 Penalty: 3794.657471
	Iteration 42Q: 3 clusters Score -1.483293e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -14832834.000000 Penalty: 3794.657471
	Iteration 43Q: 3 clusters Score -1.483283e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -14832797.000000 Penalty: 3794.657471
	Iteration 44Q: 3 clusters Score -1.48328e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -14832750.000000 Penalty: 3794.657471
	Iteration 45Q: 3 clusters Score -1.483275e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -14832715.000000 Penalty: 3794.657471
	Iteration 46Q: 3 clusters Score -1.483272e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -14832653.000000 Penalty: 3794.657471
	Iteration 47Q: 3 clusters Score -1.483265e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -14832627.000000 Penalty: 3794.657471
	Iteration 48Q: 3 clusters Score -1.483263e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -14832574.000000 Penalty: 3794.657471
	Iteration 49Q: 3 clusters Score -1.483257e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -14832558.000000 Penalty: 3794.657471
	Iteration 50Q: 3 clusters Score -1.483256e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -14832550.000000 Penalty: 3794.657471
	Iteration 51Q: 3 clusters Score -1.483255e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -14832529.000000 Penalty: 3794.657471
	Iteration 52Q: 3 clusters Score -1.483253e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -14832523.000000 Penalty: 3794.657471
	Iteration 53Q: 3 clusters Score -1.483252e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 115573 members 
Entering Unmasked Estep 
Score: -14832467.000000 Penalty: 3794.657471
	Iteration 54Q: 3 clusters Score -1.483247e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -14832462.000000 Penalty: 3794.657471
	Iteration 55Q: 3 clusters Score -1.483246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -14832437.000000 Penalty: 3794.657471
	Iteration 56Q: 3 clusters Score -1.483244e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -14832413.000000 Penalty: 3794.657471
	Iteration 57Q: 3 clusters Score -1.483241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -14832389.000000 Penalty: 3794.657471
	Iteration 58Q: 3 clusters Score -1.483239e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 115872 members 
Entering Unmasked Estep 
Score: -14832380.000000 Penalty: 3794.657471
	Iteration 59Q: 3 clusters Score -1.483238e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 115922 members 
Entering Unmasked Estep 
Score: -14832361.000000 Penalty: 3794.657471
	Iteration 60F: 3 clusters Score -1.483236e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -14832347.000000 Penalty: 3794.657471
	Iteration 61Q: 3 clusters Score -1.483235e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 116004 members 
Entering Unmasked Estep 
Score: -14832342.000000 Penalty: 3794.657471
	Iteration 62Q: 3 clusters Score -1.483234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -14832312.000000 Penalty: 3794.657471
	Iteration 63Q: 3 clusters Score -1.483231e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -14832303.000000 Penalty: 3794.657471
	Iteration 64Q: 3 clusters Score -1.48323e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -14832280.000000 Penalty: 3794.657471
	Iteration 65Q: 3 clusters Score -1.483228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 116178 members 
Entering Unmasked Estep 
Score: -14832290.000000 Penalty: 3794.657471
	Iteration 66Q: 3 clusters Score -1.483229e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
Score: -14832292.000000 Penalty: 3794.657471
	Iteration 67Q: 3 clusters Score -1.483229e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 116241 members 
Entering Unmasked Estep 
Score: -14832285.000000 Penalty: 3794.657471
	Iteration 68Q: 3 clusters Score -1.483228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 116263 members 
Entering Unmasked Estep 
Score: -14832304.000000 Penalty: 3794.657471
	Iteration 69Q: 3 clusters Score -1.48323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -14832305.000000 Penalty: 3794.657471
	Iteration 70Q: 3 clusters Score -1.48323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 116291 members 
Entering Unmasked Estep 
Score: -14832289.000000 Penalty: 3794.657471
	Iteration 71Q: 3 clusters Score -1.483229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -14832283.000000 Penalty: 3794.657471
	Iteration 72Q: 3 clusters Score -1.483228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -14832293.000000 Penalty: 3794.657471
	Iteration 73Q: 3 clusters Score -1.483229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -14832271.000000 Penalty: 3794.657471
	Iteration 74Q: 3 clusters Score -1.483227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 116345 members 
Entering Unmasked Estep 
Score: -14832253.000000 Penalty: 3794.657471
	Iteration 75Q: 3 clusters Score -1.483225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -14832238.000000 Penalty: 3794.657471
	Iteration 76Q: 3 clusters Score -1.483224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -14832230.000000 Penalty: 3794.657471
	Iteration 77Q: 3 clusters Score -1.483223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -14832233.000000 Penalty: 3794.657471
	Iteration 78Q: 3 clusters Score -1.483223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -14832239.000000 Penalty: 3794.657471
	Iteration 79Q: 3 clusters Score -1.483224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 116375 members 
Entering Unmasked Estep 
Score: -14832235.000000 Penalty: 3794.657471
	Iteration 80F: 3 clusters Score -1.483224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -14832250.000000 Penalty: 3794.657471
	Iteration 81Q: 3 clusters Score -1.483225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -14832244.000000 Penalty: 3794.657471
	Iteration 82Q: 3 clusters Score -1.483224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 116384 members 
Entering Unmasked Estep 
Score: -14832240.000000 Penalty: 3794.657471
	Iteration 83Q: 3 clusters Score -1.483224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 116389 members 
Entering Unmasked Estep 
Score: -14832236.000000 Penalty: 3794.657471
	Iteration 84Q: 3 clusters Score -1.483224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -14832238.000000 Penalty: 3794.657471
	Iteration 85Q: 3 clusters Score -1.483224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 116398 members 
Entering Unmasked Estep 
Score: -14832234.000000 Penalty: 3794.657471
	Iteration 86Q: 3 clusters Score -1.483223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -14832236.000000 Penalty: 3794.657471
	Iteration 87Q: 3 clusters Score -1.483224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -14832239.000000 Penalty: 3794.657471
	Iteration 88Q: 3 clusters Score -1.483224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 116417 members 
Entering Unmasked Estep 
Score: -14832220.000000 Penalty: 3794.657471
	Iteration 89Q: 3 clusters Score -1.483222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 116419 members 
Entering Unmasked Estep 
Score: -14832226.000000 Penalty: 3794.657471
	Iteration 90Q: 3 clusters Score -1.483223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 116424 members 
Entering Unmasked Estep 
Score: -14832222.000000 Penalty: 3794.657471
	Iteration 91Q: 3 clusters Score -1.483222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 116430 members 
Entering Unmasked Estep 
Score: -14832221.000000 Penalty: 3794.657471
	Iteration 92Q: 3 clusters Score -1.483222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 116438 members 
Entering Unmasked Estep 
Score: -14832219.000000 Penalty: 3794.657471
	Iteration 93Q: 3 clusters Score -1.483222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 116442 members 
Entering Unmasked Estep 
Score: -14832218.000000 Penalty: 3794.657471
	Iteration 94Q: 3 clusters Score -1.483222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 116445 members 
Entering Unmasked Estep 
Score: -14832223.000000 Penalty: 3794.657471
	Iteration 95Q: 3 clusters Score -1.483222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 116447 members 
Entering Unmasked Estep 
Score: -14832228.000000 Penalty: 3794.657471
	Iteration 96Q: 3 clusters Score -1.483223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -14832222.000000 Penalty: 3794.657471
	Iteration 97Q: 3 clusters Score -1.483222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 116450 members 
Entering Unmasked Estep 
Score: -14832222.000000 Penalty: 3794.657471
	Iteration 98Q: 3 clusters Score -1.483222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
Score: -14832224.000000 Penalty: 3794.657471
	Iteration 99Q: 3 clusters Score -1.483222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -14832237.000000 Penalty: 3794.657471
	Iteration 100F: 3 clusters Score -1.483224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Entering Unmasked Estep 
Score: -6234853.000000 Penalty: 1761.243896
	Iteration 0F: 2 clusters Score -6234853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -6200956.000000 Penalty: 3522.487793
	Iteration 0F: 3 clusters Score -6200956 nChanged 23740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6214354.500000 Penalty: 3522.487793
	Iteration 1F: 3 clusters Score -6214354 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6215157.500000 Penalty: 3522.487793
	Iteration 2Q: 3 clusters Score -6215158 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6216155.000000 Penalty: 3522.487793
	Iteration 3Q: 3 clusters Score -6216155 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -6217454.500000 Penalty: 3522.487793
	Iteration 4F: 3 clusters Score -6217454 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -6219188.500000 Penalty: 3522.487793
	Iteration 5F: 3 clusters Score -6219188 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -6221562.000000 Penalty: 3522.487793
	Iteration 6F: 3 clusters Score -6221562 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -6224596.000000 Penalty: 3522.487793
	Iteration 7F: 3 clusters Score -6224596 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -6227866.500000 Penalty: 3522.487793
	Iteration 8F: 3 clusters Score -6227866 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -6230640.000000 Penalty: 3522.487793
	Iteration 9F: 3 clusters Score -6230640 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6232310.000000 Penalty: 3522.487793
	Iteration 10Q: 3 clusters Score -6232310 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6233168.000000 Penalty: 3522.487793
	Iteration 11Q: 3 clusters Score -6233168 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6233597.000000 Penalty: 3522.487793
	Iteration 12Q: 3 clusters Score -6233597 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6233769.500000 Penalty: 3522.487793
	Iteration 13Q: 3 clusters Score -6233770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6233921.000000 Penalty: 3522.487793
	Iteration 14Q: 3 clusters Score -6233921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6233994.000000 Penalty: 3522.487793
	Iteration 15Q: 3 clusters Score -6233994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6234054.000000 Penalty: 3522.487793
	Iteration 16Q: 3 clusters Score -6234054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6234100.000000 Penalty: 3522.487793
	Iteration 17Q: 3 clusters Score -6234100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6234125.000000 Penalty: 3522.487793
	Iteration 18Q: 3 clusters Score -6234125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6234145.500000 Penalty: 3522.487793
	Iteration 19Q: 3 clusters Score -6234146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6234158.500000 Penalty: 3522.487793
	Iteration 20F: 3 clusters Score -6234158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6234166.500000 Penalty: 3522.487793
	Iteration 21Q: 3 clusters Score -6234166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6234175.500000 Penalty: 3522.487793
	Iteration 22Q: 3 clusters Score -6234176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6234185.000000 Penalty: 3522.487793
	Iteration 23Q: 3 clusters Score -6234185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6234184.000000 Penalty: 3522.487793
	Iteration 24Q: 3 clusters Score -6234184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6234190.000000 Penalty: 3522.487793
	Iteration 25Q: 3 clusters Score -6234190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6234190.000000 Penalty: 3522.487793
	Iteration 26F: 3 clusters Score -6234190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -256263.609375 Penalty: 1245.989258
	Iteration 0F: 2 clusters Score -256263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -254063.546875 Penalty: 2491.978516
	Iteration 0F: 3 clusters Score -254063.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -254566.437500 Penalty: 2491.978516
	Iteration 1F: 3 clusters Score -254566.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -254681.859375 Penalty: 2491.978516
	Iteration 2F: 3 clusters Score -254681.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -254760.921875 Penalty: 2491.978516
	Iteration 3F: 3 clusters Score -254760.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -254824.609375 Penalty: 2491.978516
	Iteration 4Q: 3 clusters Score -254824.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -254890.296875 Penalty: 2491.978516
	Iteration 5Q: 3 clusters Score -254890.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -254945.937500 Penalty: 2491.978516
	Iteration 6Q: 3 clusters Score -254945.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -255017.546875 Penalty: 2491.978516
	Iteration 7Q: 3 clusters Score -255017.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -255088.734375 Penalty: 2491.978516
	Iteration 8Q: 3 clusters Score -255088.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -255147.171875 Penalty: 2491.978516
	Iteration 9Q: 3 clusters Score -255147.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -255210.218750 Penalty: 2491.978516
	Iteration 10Q: 3 clusters Score -255210.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -255267.562500 Penalty: 2491.978516
	Iteration 11Q: 3 clusters Score -255267.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -255316.937500 Penalty: 2491.978516
	Iteration 12Q: 3 clusters Score -255316.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -255371.859375 Penalty: 2491.978516
	Iteration 13Q: 3 clusters Score -255371.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -255434.984375 Penalty: 2491.978516
	Iteration 14Q: 3 clusters Score -255435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -255481.375000 Penalty: 2491.978516
	Iteration 15Q: 3 clusters Score -255481.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -255511.609375 Penalty: 2491.978516
	Iteration 16Q: 3 clusters Score -255511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -255527.421875 Penalty: 2491.978516
	Iteration 17Q: 3 clusters Score -255527.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -255542.906250 Penalty: 2491.978516
	Iteration 18Q: 3 clusters Score -255542.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -255561.265625 Penalty: 2491.978516
	Iteration 19Q: 3 clusters Score -255561.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -255574.718750 Penalty: 2491.978516
	Iteration 20F: 3 clusters Score -255574.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -255587.640625 Penalty: 2491.978516
	Iteration 21Q: 3 clusters Score -255587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -255602.375000 Penalty: 2491.978516
	Iteration 22Q: 3 clusters Score -255602.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -255617.687500 Penalty: 2491.978516
	Iteration 23Q: 3 clusters Score -255617.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -255624.328125 Penalty: 2491.978516
	Iteration 24Q: 3 clusters Score -255624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -255626.734375 Penalty: 2491.978516
	Iteration 25Q: 3 clusters Score -255626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -255628.609375 Penalty: 2491.978516
	Iteration 26Q: 3 clusters Score -255628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -255629.593750 Penalty: 2491.978516
	Iteration 27Q: 3 clusters Score -255629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -255631.109375 Penalty: 2491.978516
	Iteration 28Q: 3 clusters Score -255631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -255633.328125 Penalty: 2491.978516
	Iteration 29Q: 3 clusters Score -255633.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -255635.593750 Penalty: 2491.978516
	Iteration 30Q: 3 clusters Score -255635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -255636.937500 Penalty: 2491.978516
	Iteration 31Q: 3 clusters Score -255636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -255637.265625 Penalty: 2491.978516
	Iteration 32Q: 3 clusters Score -255637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -255638.062500 Penalty: 2491.978516
	Iteration 33Q: 3 clusters Score -255638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -255638.062500 Penalty: 2491.978516
	Iteration 34F: 3 clusters Score -255638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18284.859375 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18284.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17587.759766 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17587.76 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17782.533203 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -17782.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17871.982422 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -17871.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17938.302734 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -17938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18025.703125 Penalty: 1827.805786
	Iteration 4F: 3 clusters Score -18025.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18078.708984 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18078.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18180.015625 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18180.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18198.781250 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18198.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18201.333984 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -18201.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18201.333984 Penalty: 1827.805786
	Iteration 9F: 3 clusters Score -18201.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Entering Unmasked Estep 
Score: -14108709.000000 Penalty: 1888.859497
	Iteration 0F: 2 clusters Score -1.410871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -14035133.000000 Penalty: 3777.718994
	Iteration 0F: 3 clusters Score -1.403513e+07 nChanged 53640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -14065418.000000 Penalty: 3777.718994
	Iteration 1F: 3 clusters Score -1.406542e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -14065954.000000 Penalty: 3777.718994
	Iteration 2Q: 3 clusters Score -1.406595e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -14066583.000000 Penalty: 3777.718994
	Iteration 3Q: 3 clusters Score -1.406658e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -14067352.000000 Penalty: 3777.718994
	Iteration 4Q: 3 clusters Score -1.406735e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -14068253.000000 Penalty: 3777.718994
	Iteration 5Q: 3 clusters Score -1.406825e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -14069539.000000 Penalty: 3777.718994
	Iteration 6Q: 3 clusters Score -1.406954e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -14071503.000000 Penalty: 3777.718994
	Iteration 7Q: 3 clusters Score -1.40715e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -14074530.000000 Penalty: 3777.718994
	Iteration 8F: 3 clusters Score -1.407453e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -14079004.000000 Penalty: 3777.718994
	Iteration 9F: 3 clusters Score -1.4079e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -14084900.000000 Penalty: 3777.718994
	Iteration 10F: 3 clusters Score -1.40849e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -14091234.000000 Penalty: 3777.718994
	Iteration 11F: 3 clusters Score -1.409123e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -14096454.000000 Penalty: 3777.718994
	Iteration 12F: 3 clusters Score -1.409645e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -14099756.000000 Penalty: 3777.718994
	Iteration 13Q: 3 clusters Score -1.409976e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -14101877.000000 Penalty: 3777.718994
	Iteration 14Q: 3 clusters Score -1.410188e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -14103091.000000 Penalty: 3777.718994
	Iteration 15Q: 3 clusters Score -1.410309e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -14104001.000000 Penalty: 3777.718994
	Iteration 16Q: 3 clusters Score -1.4104e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -14104864.000000 Penalty: 3777.718994
	Iteration 17Q: 3 clusters Score -1.410486e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -14105428.000000 Penalty: 3777.718994
	Iteration 18Q: 3 clusters Score -1.410543e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107198 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -14106012.000000 Penalty: 3777.718994
	Iteration 19Q: 3 clusters Score -1.410601e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -14106420.000000 Penalty: 3777.718994
	Iteration 20F: 3 clusters Score -1.410642e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -14106797.000000 Penalty: 3777.718994
	Iteration 21Q: 3 clusters Score -1.41068e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -14107054.000000 Penalty: 3777.718994
	Iteration 22Q: 3 clusters Score -1.410705e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -14107198.000000 Penalty: 3777.718994
	Iteration 23Q: 3 clusters Score -1.41072e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109909 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -14107322.000000 Penalty: 3777.718994
	Iteration 24Q: 3 clusters Score -1.410732e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -14107407.000000 Penalty: 3777.718994
	Iteration 25Q: 3 clusters Score -1.410741e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -14107478.000000 Penalty: 3777.718994
	Iteration 26Q: 3 clusters Score -1.410748e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -14107515.000000 Penalty: 3777.718994
	Iteration 27Q: 3 clusters Score -1.410752e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14107530.000000 Penalty: 3777.718994
	Iteration 28Q: 3 clusters Score -1.410753e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14107555.000000 Penalty: 3777.718994
	Iteration 29Q: 3 clusters Score -1.410756e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14107569.000000 Penalty: 3777.718994
	Iteration 30Q: 3 clusters Score -1.410757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14107592.000000 Penalty: 3777.718994
	Iteration 31Q: 3 clusters Score -1.410759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14107596.000000 Penalty: 3777.718994
	Iteration 32Q: 3 clusters Score -1.41076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14107620.000000 Penalty: 3777.718994
	Iteration 33Q: 3 clusters Score -1.410762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14107616.000000 Penalty: 3777.718994
	Iteration 34Q: 3 clusters Score -1.410762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14107615.000000 Penalty: 3777.718994
	Iteration 35Q: 3 clusters Score -1.410762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14107619.000000 Penalty: 3777.718994
	Iteration 36Q: 3 clusters Score -1.410762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -14107637.000000 Penalty: 3777.718994
	Iteration 37Q: 3 clusters Score -1.410764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14107631.000000 Penalty: 3777.718994
	Iteration 38Q: 3 clusters Score -1.410763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14107639.000000 Penalty: 3777.718994
	Iteration 39Q: 3 clusters Score -1.410764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14107641.000000 Penalty: 3777.718994
	Iteration 40F: 3 clusters Score -1.410764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14107647.000000 Penalty: 3777.718994
	Iteration 41Q: 3 clusters Score -1.410765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -14107646.000000 Penalty: 3777.718994
	Iteration 42Q: 3 clusters Score -1.410765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14107665.000000 Penalty: 3777.718994
	Iteration 43Q: 3 clusters Score -1.410766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14107670.000000 Penalty: 3777.718994
	Iteration 44Q: 3 clusters Score -1.410767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -14107663.000000 Penalty: 3777.718994
	Iteration 45Q: 3 clusters Score -1.410766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14107667.000000 Penalty: 3777.718994
	Iteration 46Q: 3 clusters Score -1.410767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14107654.000000 Penalty: 3777.718994
	Iteration 47Q: 3 clusters Score -1.410765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -14107646.000000 Penalty: 3777.718994
	Iteration 48Q: 3 clusters Score -1.410765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14107645.000000 Penalty: 3777.718994
	Iteration 49Q: 3 clusters Score -1.410764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14107645.000000 Penalty: 3777.718994
	Iteration 50Q: 3 clusters Score -1.410764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110716 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -14107652.000000 Penalty: 3777.718994
	Iteration 51Q: 3 clusters Score -1.410765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -14107658.000000 Penalty: 3777.718994
	Iteration 52Q: 3 clusters Score -1.410766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14107648.000000 Penalty: 3777.718994
	Iteration 53Q: 3 clusters Score -1.410765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14107651.000000 Penalty: 3777.718994
	Iteration 54Q: 3 clusters Score -1.410765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14107657.000000 Penalty: 3777.718994
	Iteration 55Q: 3 clusters Score -1.410766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14107658.000000 Penalty: 3777.718994
	Iteration 56Q: 3 clusters Score -1.410766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14107652.000000 Penalty: 3777.718994
	Iteration 57Q: 3 clusters Score -1.410765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14107659.000000 Penalty: 3777.718994
	Iteration 58Q: 3 clusters Score -1.410766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14107659.000000 Penalty: 3777.718994
	Iteration 59F: 3 clusters Score -1.410766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Entering Unmasked Estep 
Score: -1757139.375000 Penalty: 1555.244995
	Iteration 0F: 2 clusters Score -1757139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1747242.375000 Penalty: 3110.489990
	Iteration 0F: 3 clusters Score -1747242 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1750773.875000 Penalty: 3110.489990
	Iteration 1F: 3 clusters Score -1750774 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1751234.750000 Penalty: 3110.489990
	Iteration 2F: 3 clusters Score -1751235 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1751690.125000 Penalty: 3110.489990
	Iteration 3F: 3 clusters Score -1751690 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1752132.125000 Penalty: 3110.489990
	Iteration 4F: 3 clusters Score -1752132 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1752610.750000 Penalty: 3110.489990
	Iteration 5F: 3 clusters Score -1752611 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1753086.125000 Penalty: 3110.489990
	Iteration 6F: 3 clusters Score -1753086 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1753512.875000 Penalty: 3110.489990
	Iteration 7F: 3 clusters Score -1753513 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1753929.000000 Penalty: 3110.489990
	Iteration 8Q: 3 clusters Score -1753929 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1754304.125000 Penalty: 3110.489990
	Iteration 9Q: 3 clusters Score -1754304 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1754600.375000 Penalty: 3110.489990
	Iteration 10Q: 3 clusters Score -1754600 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1754836.375000 Penalty: 3110.489990
	Iteration 11Q: 3 clusters Score -1754836 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1755033.125000 Penalty: 3110.489990
	Iteration 12Q: 3 clusters Score -1755033 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1755177.125000 Penalty: 3110.489990
	Iteration 13Q: 3 clusters Score -1755177 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1755296.250000 Penalty: 3110.489990
	Iteration 14Q: 3 clusters Score -1755296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1755381.625000 Penalty: 3110.489990
	Iteration 15Q: 3 clusters Score -1755382 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1755446.125000 Penalty: 3110.489990
	Iteration 16Q: 3 clusters Score -1755446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1755508.000000 Penalty: 3110.489990
	Iteration 17Q: 3 clusters Score -1755508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1755550.125000 Penalty: 3110.489990
	Iteration 18Q: 3 clusters Score -1755550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1755604.250000 Penalty: 3110.489990
	Iteration 19Q: 3 clusters Score -1755604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1755650.750000 Penalty: 3110.489990
	Iteration 20F: 3 clusters Score -1755651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1755690.750000 Penalty: 3110.489990
	Iteration 21Q: 3 clusters Score -1755691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1755739.750000 Penalty: 3110.489990
	Iteration 22Q: 3 clusters Score -1755740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1755781.250000 Penalty: 3110.489990
	Iteration 23Q: 3 clusters Score -1755781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1755823.625000 Penalty: 3110.489990
	Iteration 24Q: 3 clusters Score -1755824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1755868.000000 Penalty: 3110.489990
	Iteration 25Q: 3 clusters Score -1755868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1755897.500000 Penalty: 3110.489990
	Iteration 26Q: 3 clusters Score -1755898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1755930.250000 Penalty: 3110.489990
	Iteration 27Q: 3 clusters Score -1755930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1755948.250000 Penalty: 3110.489990
	Iteration 28Q: 3 clusters Score -1755948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1755964.000000 Penalty: 3110.489990
	Iteration 29Q: 3 clusters Score -1755964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1755979.750000 Penalty: 3110.489990
	Iteration 30Q: 3 clusters Score -1755980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1755988.375000 Penalty: 3110.489990
	Iteration 31Q: 3 clusters Score -1755988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1755996.375000 Penalty: 3110.489990
	Iteration 32Q: 3 clusters Score -1755996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1756009.375000 Penalty: 3110.489990
	Iteration 33Q: 3 clusters Score -1756009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1756026.500000 Penalty: 3110.489990
	Iteration 34Q: 3 clusters Score -1756026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1756036.000000 Penalty: 3110.489990
	Iteration 35Q: 3 clusters Score -1756036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1756046.250000 Penalty: 3110.489990
	Iteration 36Q: 3 clusters Score -1756046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1756054.625000 Penalty: 3110.489990
	Iteration 37Q: 3 clusters Score -1756055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1756060.250000 Penalty: 3110.489990
	Iteration 38Q: 3 clusters Score -1756060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1756063.500000 Penalty: 3110.489990
	Iteration 39Q: 3 clusters Score -1756064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1756063.500000 Penalty: 3110.489990
	Iteration 40F: 3 clusters Score -1756064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -195218.921875 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -195218.9 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 838 members 
Entering Unmasked Estep 
Score: -193324.421875 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -193324.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193818.109375 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -193818.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194035.765625 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -194035.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194138.781250 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -194138.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -194228.703125 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -194228.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -194313.437500 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -194313.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194395.140625 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -194395.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -194451.765625 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -194451.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194500.703125 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -194500.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194539.718750 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -194539.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -194558.328125 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -194558.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -194576.015625 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -194576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -194591.375000 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -194591.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -194601.000000 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -194601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -194608.312500 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -194608.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -194622.484375 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -194622.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -194649.406250 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -194649.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -194676.375000 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -194676.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -194698.796875 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -194698.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -194712.671875 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -194712.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -194726.421875 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -194726.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -194738.515625 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -194738.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194760.968750 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -194761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194781.921875 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -194781.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -194807.250000 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -194807.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -194828.890625 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -194828.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -194848.500000 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -194848.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -194868.093750 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -194868.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -194878.765625 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -194878.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -194894.031250 Penalty: 2421.653564
	Iteration 29Q: 3 clusters Score -194894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194906.937500 Penalty: 2421.653564
	Iteration 30Q: 3 clusters Score -194906.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194915.828125 Penalty: 2421.653564
	Iteration 31Q: 3 clusters Score -194915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -194927.031250 Penalty: 2421.653564
	Iteration 32Q: 3 clusters Score -194927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -194934.921875 Penalty: 2421.653564
	Iteration 33Q: 3 clusters Score -194934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -194943.953125 Penalty: 2421.653564
	Iteration 34Q: 3 clusters Score -194944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -194950.906250 Penalty: 2421.653564
	Iteration 35Q: 3 clusters Score -194950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -194961.000000 Penalty: 2421.653564
	Iteration 36Q: 3 clusters Score -194961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194969.203125 Penalty: 2421.653564
	Iteration 37Q: 3 clusters Score -194969.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -194974.359375 Penalty: 2421.653564
	Iteration 38Q: 3 clusters Score -194974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -194975.734375 Penalty: 2421.653564
	Iteration 39Q: 3 clusters Score -194975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194977.531250 Penalty: 2421.653564
	Iteration 40F: 3 clusters Score -194977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194978.171875 Penalty: 2421.653564
	Iteration 41Q: 3 clusters Score -194978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -194978.640625 Penalty: 2421.653564
	Iteration 42Q: 3 clusters Score -194978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194979.328125 Penalty: 2421.653564
	Iteration 43Q: 3 clusters Score -194979.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194981.312500 Penalty: 2421.653564
	Iteration 44Q: 3 clusters Score -194981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194982.406250 Penalty: 2421.653564
	Iteration 45Q: 3 clusters Score -194982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194984.625000 Penalty: 2421.653564
	Iteration 46Q: 3 clusters Score -194984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -194985.734375 Penalty: 2421.653564
	Iteration 47Q: 3 clusters Score -194985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -194986.250000 Penalty: 2421.653564
	Iteration 48Q: 3 clusters Score -194986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194987.234375 Penalty: 2421.653564
	Iteration 49Q: 3 clusters Score -194987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -194987.828125 Penalty: 2421.653564
	Iteration 50Q: 3 clusters Score -194987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -194988.203125 Penalty: 2421.653564
	Iteration 51Q: 3 clusters Score -194988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194988.984375 Penalty: 2421.653564
	Iteration 52Q: 3 clusters Score -194989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194988.984375 Penalty: 2421.653564
	Iteration 53F: 3 clusters Score -194989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Entering Unmasked Estep 
Score: -625429.625000 Penalty: 1389.130981
	Iteration 0F: 2 clusters Score -625429.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -621341.375000 Penalty: 2778.261963
	Iteration 0F: 3 clusters Score -621341.4 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -622439.687500 Penalty: 2778.261963
	Iteration 1F: 3 clusters Score -622439.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -622633.625000 Penalty: 2778.261963
	Iteration 2F: 3 clusters Score -622633.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -622813.375000 Penalty: 2778.261963
	Iteration 3F: 3 clusters Score -622813.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -622997.937500 Penalty: 2778.261963
	Iteration 4F: 3 clusters Score -622997.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -623202.937500 Penalty: 2778.261963
	Iteration 5Q: 3 clusters Score -623202.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -623469.250000 Penalty: 2778.261963
	Iteration 6F: 3 clusters Score -623469.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -623771.125000 Penalty: 2778.261963
	Iteration 7F: 3 clusters Score -623771.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -624085.562500 Penalty: 2778.261963
	Iteration 8F: 3 clusters Score -624085.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -624423.312500 Penalty: 2778.261963
	Iteration 9F: 3 clusters Score -624423.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -624691.875000 Penalty: 2778.261963
	Iteration 10F: 3 clusters Score -624691.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -624916.875000 Penalty: 2778.261963
	Iteration 11Q: 3 clusters Score -624916.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -625062.875000 Penalty: 2778.261963
	Iteration 12Q: 3 clusters Score -625062.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -625129.500000 Penalty: 2778.261963
	Iteration 13Q: 3 clusters Score -625129.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -625161.750000 Penalty: 2778.261963
	Iteration 14Q: 3 clusters Score -625161.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -625182.125000 Penalty: 2778.261963
	Iteration 15Q: 3 clusters Score -625182.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -625191.875000 Penalty: 2778.261963
	Iteration 16Q: 3 clusters Score -625191.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -625195.937500 Penalty: 2778.261963
	Iteration 17Q: 3 clusters Score -625195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -625199.375000 Penalty: 2778.261963
	Iteration 18Q: 3 clusters Score -625199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -625200.687500 Penalty: 2778.261963
	Iteration 19Q: 3 clusters Score -625200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -625200.937500 Penalty: 2778.261963
	Iteration 20F: 3 clusters Score -625200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -625200.812500 Penalty: 2778.261963
	Iteration 21Q: 3 clusters Score -625200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -625201.437500 Penalty: 2778.261963
	Iteration 22Q: 3 clusters Score -625201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -625202.937500 Penalty: 2778.261963
	Iteration 23Q: 3 clusters Score -625202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -625204.812500 Penalty: 2778.261963
	Iteration 24Q: 3 clusters Score -625204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -625206.062500 Penalty: 2778.261963
	Iteration 25Q: 3 clusters Score -625206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -625205.750000 Penalty: 2778.261963
	Iteration 26Q: 3 clusters Score -625205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -625205.625000 Penalty: 2778.261963
	Iteration 27Q: 3 clusters Score -625205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -625205.750000 Penalty: 2778.261963
	Iteration 28Q: 3 clusters Score -625205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -625205.750000 Penalty: 2778.261963
	Iteration 29F: 3 clusters Score -625205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (119517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119517 members 
Entering Unmasked Estep 
Score: -15011716.000000 Penalty: 1899.822266
	Iteration 0F: 2 clusters Score -1.501172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -14936101.000000 Penalty: 3799.644531
	Iteration 0F: 3 clusters Score -1.49361e+07 nChanged 57278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -14969623.000000 Penalty: 3799.644531
	Iteration 1F: 3 clusters Score -1.496962e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -14970357.000000 Penalty: 3799.644531
	Iteration 2Q: 3 clusters Score -1.497036e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -14971188.000000 Penalty: 3799.644531
	Iteration 3Q: 3 clusters Score -1.497119e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -14972175.000000 Penalty: 3799.644531
	Iteration 4Q: 3 clusters Score -1.497218e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -14973628.000000 Penalty: 3799.644531
	Iteration 5Q: 3 clusters Score -1.497363e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -14975624.000000 Penalty: 3799.644531
	Iteration 6Q: 3 clusters Score -1.497562e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -14978742.000000 Penalty: 3799.644531
	Iteration 7F: 3 clusters Score -1.497874e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -14983222.000000 Penalty: 3799.644531
	Iteration 8F: 3 clusters Score -1.498322e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -14989165.000000 Penalty: 3799.644531
	Iteration 9F: 3 clusters Score -1.498916e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92058 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -14995018.000000 Penalty: 3799.644531
	Iteration 10F: 3 clusters Score -1.499502e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -14999658.000000 Penalty: 3799.644531
	Iteration 11Q: 3 clusters Score -1.499966e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -15002923.000000 Penalty: 3799.644531
	Iteration 12Q: 3 clusters Score -1.500292e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -15004988.000000 Penalty: 3799.644531
	Iteration 13Q: 3 clusters Score -1.500499e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -15006678.000000 Penalty: 3799.644531
	Iteration 14Q: 3 clusters Score -1.500668e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -15007778.000000 Penalty: 3799.644531
	Iteration 15Q: 3 clusters Score -1.500778e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -15008661.000000 Penalty: 3799.644531
	Iteration 16Q: 3 clusters Score -1.500866e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -15009218.000000 Penalty: 3799.644531
	Iteration 17Q: 3 clusters Score -1.500922e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -15009647.000000 Penalty: 3799.644531
	Iteration 18Q: 3 clusters Score -1.500965e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114148 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -15009884.000000 Penalty: 3799.644531
	Iteration 19Q: 3 clusters Score -1.500988e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -15010115.000000 Penalty: 3799.644531
	Iteration 20F: 3 clusters Score -1.501012e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -15010195.000000 Penalty: 3799.644531
	Iteration 21Q: 3 clusters Score -1.50102e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -15010280.000000 Penalty: 3799.644531
	Iteration 22Q: 3 clusters Score -1.501028e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -15010388.000000 Penalty: 3799.644531
	Iteration 23Q: 3 clusters Score -1.501039e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15010461.000000 Penalty: 3799.644531
	Iteration 24Q: 3 clusters Score -1.501046e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117914 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15010513.000000 Penalty: 3799.644531
	Iteration 25Q: 3 clusters Score -1.501051e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118111 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -15010558.000000 Penalty: 3799.644531
	Iteration 26Q: 3 clusters Score -1.501056e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118257 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15010579.000000 Penalty: 3799.644531
	Iteration 27Q: 3 clusters Score -1.501058e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15010597.000000 Penalty: 3799.644531
	Iteration 28Q: 3 clusters Score -1.50106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118424 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15010587.000000 Penalty: 3799.644531
	Iteration 29Q: 3 clusters Score -1.501059e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118467 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -15010604.000000 Penalty: 3799.644531
	Iteration 30Q: 3 clusters Score -1.50106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15010599.000000 Penalty: 3799.644531
	Iteration 31Q: 3 clusters Score -1.50106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15010616.000000 Penalty: 3799.644531
	Iteration 32Q: 3 clusters Score -1.501062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118537 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15010589.000000 Penalty: 3799.644531
	Iteration 33Q: 3 clusters Score -1.501059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15010589.000000 Penalty: 3799.644531
	Iteration 34Q: 3 clusters Score -1.501059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15010592.000000 Penalty: 3799.644531
	Iteration 35Q: 3 clusters Score -1.501059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -15010596.000000 Penalty: 3799.644531
	Iteration 36Q: 3 clusters Score -1.50106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -15010581.000000 Penalty: 3799.644531
	Iteration 37Q: 3 clusters Score -1.501058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15010573.000000 Penalty: 3799.644531
	Iteration 38Q: 3 clusters Score -1.501057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118589 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15010574.000000 Penalty: 3799.644531
	Iteration 39Q: 3 clusters Score -1.501057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15010586.000000 Penalty: 3799.644531
	Iteration 40F: 3 clusters Score -1.501059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118598 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15010589.000000 Penalty: 3799.644531
	Iteration 41Q: 3 clusters Score -1.501059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -15010597.000000 Penalty: 3799.644531
	Iteration 42Q: 3 clusters Score -1.50106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -15010591.000000 Penalty: 3799.644531
	Iteration 43Q: 3 clusters Score -1.501059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15010598.000000 Penalty: 3799.644531
	Iteration 44Q: 3 clusters Score -1.50106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15010596.000000 Penalty: 3799.644531
	Iteration 45Q: 3 clusters Score -1.50106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15010600.000000 Penalty: 3799.644531
	Iteration 46Q: 3 clusters Score -1.50106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15010588.000000 Penalty: 3799.644531
	Iteration 47Q: 3 clusters Score -1.501059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15010588.000000 Penalty: 3799.644531
	Iteration 48F: 3 clusters Score -1.501059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -63933.875000 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -63933.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62785.648438 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -62785.65 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63051.605469 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -63051.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63130.492188 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -63130.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63174.386719 Penalty: 2091.227539
	Iteration 3Q: 3 clusters Score -63174.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63188.820312 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -63188.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63196.484375 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -63196.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63215.957031 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -63215.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63238.363281 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -63238.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63244.187500 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -63244.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63246.675781 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -63246.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63248.113281 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -63248.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63249.406250 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -63249.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63251.128906 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -63251.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63251.128906 Penalty: 2091.227539
	Iteration 13F: 3 clusters Score -63251.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (111748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111748 members 
Entering Unmasked Estep 
Score: -14137136.000000 Penalty: 1888.900269
	Iteration 0F: 2 clusters Score -1.413714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -14064296.000000 Penalty: 3777.800537
	Iteration 0F: 3 clusters Score -1.40643e+07 nChanged 53671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -14096054.000000 Penalty: 3777.800537
	Iteration 1F: 3 clusters Score -1.409605e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -14097397.000000 Penalty: 3777.800537
	Iteration 2Q: 3 clusters Score -1.40974e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -14099641.000000 Penalty: 3777.800537
	Iteration 3Q: 3 clusters Score -1.409964e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -14102847.000000 Penalty: 3777.800537
	Iteration 4F: 3 clusters Score -1.410285e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -14107547.000000 Penalty: 3777.800537
	Iteration 5F: 3 clusters Score -1.410755e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -14113095.000000 Penalty: 3777.800537
	Iteration 6F: 3 clusters Score -1.41131e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -14118750.000000 Penalty: 3777.800537
	Iteration 7F: 3 clusters Score -1.411875e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -14122929.000000 Penalty: 3777.800537
	Iteration 8F: 3 clusters Score -1.412293e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -14124967.000000 Penalty: 3777.800537
	Iteration 9Q: 3 clusters Score -1.412497e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -14125893.000000 Penalty: 3777.800537
	Iteration 10Q: 3 clusters Score -1.412589e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -14126324.000000 Penalty: 3777.800537
	Iteration 11Q: 3 clusters Score -1.412632e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -14126585.000000 Penalty: 3777.800537
	Iteration 12Q: 3 clusters Score -1.412658e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -14126819.000000 Penalty: 3777.800537
	Iteration 13Q: 3 clusters Score -1.412682e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -14127036.000000 Penalty: 3777.800537
	Iteration 14Q: 3 clusters Score -1.412704e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -14127226.000000 Penalty: 3777.800537
	Iteration 15Q: 3 clusters Score -1.412723e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -14127523.000000 Penalty: 3777.800537
	Iteration 16Q: 3 clusters Score -1.412752e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -14127753.000000 Penalty: 3777.800537
	Iteration 17Q: 3 clusters Score -1.412775e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -14127926.000000 Penalty: 3777.800537
	Iteration 18Q: 3 clusters Score -1.412793e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -14128137.000000 Penalty: 3777.800537
	Iteration 19Q: 3 clusters Score -1.412814e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -14128390.000000 Penalty: 3777.800537
	Iteration 20F: 3 clusters Score -1.412839e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -14128630.000000 Penalty: 3777.800537
	Iteration 21Q: 3 clusters Score -1.412863e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -14128688.000000 Penalty: 3777.800537
	Iteration 22Q: 3 clusters Score -1.412869e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -14128837.000000 Penalty: 3777.800537
	Iteration 23Q: 3 clusters Score -1.412884e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -14128957.000000 Penalty: 3777.800537
	Iteration 24Q: 3 clusters Score -1.412896e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -14129111.000000 Penalty: 3777.800537
	Iteration 25Q: 3 clusters Score -1.412911e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -14129318.000000 Penalty: 3777.800537
	Iteration 26Q: 3 clusters Score -1.412932e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -14129495.000000 Penalty: 3777.800537
	Iteration 27Q: 3 clusters Score -1.41295e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -14129678.000000 Penalty: 3777.800537
	Iteration 28Q: 3 clusters Score -1.412968e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -14129894.000000 Penalty: 3777.800537
	Iteration 29Q: 3 clusters Score -1.412989e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
Score: -14130089.000000 Penalty: 3777.800537
	Iteration 30Q: 3 clusters Score -1.413009e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 91732 members 
Entering Unmasked Estep 
Score: -14130349.000000 Penalty: 3777.800537
	Iteration 31Q: 3 clusters Score -1.413035e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -14130543.000000 Penalty: 3777.800537
	Iteration 32Q: 3 clusters Score -1.413054e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -14130844.000000 Penalty: 3777.800537
	Iteration 33Q: 3 clusters Score -1.413084e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -14131103.000000 Penalty: 3777.800537
	Iteration 34Q: 3 clusters Score -1.41311e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -14131386.000000 Penalty: 3777.800537
	Iteration 35Q: 3 clusters Score -1.413139e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -14131700.000000 Penalty: 3777.800537
	Iteration 36Q: 3 clusters Score -1.41317e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 97474 members 
Entering Unmasked Estep 
Score: -14132030.000000 Penalty: 3777.800537
	Iteration 37Q: 3 clusters Score -1.413203e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -14132508.000000 Penalty: 3777.800537
	Iteration 38Q: 3 clusters Score -1.413251e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -14133011.000000 Penalty: 3777.800537
	Iteration 39Q: 3 clusters Score -1.413301e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -14133460.000000 Penalty: 3777.800537
	Iteration 40F: 3 clusters Score -1.413346e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -14133990.000000 Penalty: 3777.800537
	Iteration 41Q: 3 clusters Score -1.413399e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -14134461.000000 Penalty: 3777.800537
	Iteration 42Q: 3 clusters Score -1.413446e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -14134849.000000 Penalty: 3777.800537
	Iteration 43Q: 3 clusters Score -1.413485e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -14135171.000000 Penalty: 3777.800537
	Iteration 44Q: 3 clusters Score -1.413517e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -14135500.000000 Penalty: 3777.800537
	Iteration 45Q: 3 clusters Score -1.41355e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -14135698.000000 Penalty: 3777.800537
	Iteration 46Q: 3 clusters Score -1.41357e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -14135868.000000 Penalty: 3777.800537
	Iteration 47Q: 3 clusters Score -1.413587e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -14136039.000000 Penalty: 3777.800537
	Iteration 48Q: 3 clusters Score -1.413604e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -14136142.000000 Penalty: 3777.800537
	Iteration 49Q: 3 clusters Score -1.413614e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -14136208.000000 Penalty: 3777.800537
	Iteration 50Q: 3 clusters Score -1.413621e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -14136229.000000 Penalty: 3777.800537
	Iteration 51Q: 3 clusters Score -1.413623e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 110026 members 
Entering Unmasked Estep 
Score: -14136244.000000 Penalty: 3777.800537
	Iteration 52Q: 3 clusters Score -1.413624e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -14136252.000000 Penalty: 3777.800537
	Iteration 53Q: 3 clusters Score -1.413625e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -14136289.000000 Penalty: 3777.800537
	Iteration 54Q: 3 clusters Score -1.413629e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -14136287.000000 Penalty: 3777.800537
	Iteration 55Q: 3 clusters Score -1.413629e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -14136305.000000 Penalty: 3777.800537
	Iteration 56Q: 3 clusters Score -1.41363e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -14136302.000000 Penalty: 3777.800537
	Iteration 57Q: 3 clusters Score -1.41363e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -14136294.000000 Penalty: 3777.800537
	Iteration 58Q: 3 clusters Score -1.413629e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -14136276.000000 Penalty: 3777.800537
	Iteration 59Q: 3 clusters Score -1.413628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 110638 members 
Entering Unmasked Estep 
Score: -14136268.000000 Penalty: 3777.800537
	Iteration 60F: 3 clusters Score -1.413627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -14136285.000000 Penalty: 3777.800537
	Iteration 61Q: 3 clusters Score -1.413628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -14136252.000000 Penalty: 3777.800537
	Iteration 62Q: 3 clusters Score -1.413625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -14136261.000000 Penalty: 3777.800537
	Iteration 63Q: 3 clusters Score -1.413626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 110697 members 
Entering Unmasked Estep 
Score: -14136246.000000 Penalty: 3777.800537
	Iteration 64Q: 3 clusters Score -1.413625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -14136260.000000 Penalty: 3777.800537
	Iteration 65Q: 3 clusters Score -1.413626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -14136252.000000 Penalty: 3777.800537
	Iteration 66Q: 3 clusters Score -1.413625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -14136249.000000 Penalty: 3777.800537
	Iteration 67Q: 3 clusters Score -1.413625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 110727 members 
Entering Unmasked Estep 
Score: -14136265.000000 Penalty: 3777.800537
	Iteration 68Q: 3 clusters Score -1.413626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -14136264.000000 Penalty: 3777.800537
	Iteration 69Q: 3 clusters Score -1.413626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -14136257.000000 Penalty: 3777.800537
	Iteration 70Q: 3 clusters Score -1.413626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -14136251.000000 Penalty: 3777.800537
	Iteration 71Q: 3 clusters Score -1.413625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -14136242.000000 Penalty: 3777.800537
	Iteration 72Q: 3 clusters Score -1.413624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 110752 members 
Entering Unmasked Estep 
Score: -14136247.000000 Penalty: 3777.800537
	Iteration 73Q: 3 clusters Score -1.413625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 110756 members 
Entering Unmasked Estep 
Score: -14136241.000000 Penalty: 3777.800537
	Iteration 74Q: 3 clusters Score -1.413624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -14136237.000000 Penalty: 3777.800537
	Iteration 75Q: 3 clusters Score -1.413624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -14136241.000000 Penalty: 3777.800537
	Iteration 76Q: 3 clusters Score -1.413624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -14136237.000000 Penalty: 3777.800537
	Iteration 77Q: 3 clusters Score -1.413624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -14136245.000000 Penalty: 3777.800537
	Iteration 78Q: 3 clusters Score -1.413624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 110774 members 
Entering Unmasked Estep 
Score: -14136235.000000 Penalty: 3777.800537
	Iteration 79Q: 3 clusters Score -1.413624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -14136235.000000 Penalty: 3777.800537
	Iteration 80F: 3 clusters Score -1.413624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -14136240.000000 Penalty: 3777.800537
	Iteration 81Q: 3 clusters Score -1.413624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -14136251.000000 Penalty: 3777.800537
	Iteration 82Q: 3 clusters Score -1.413625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -14136249.000000 Penalty: 3777.800537
	Iteration 83Q: 3 clusters Score -1.413625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -14136257.000000 Penalty: 3777.800537
	Iteration 84Q: 3 clusters Score -1.413626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -14136252.000000 Penalty: 3777.800537
	Iteration 85Q: 3 clusters Score -1.413625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -14136254.000000 Penalty: 3777.800537
	Iteration 86Q: 3 clusters Score -1.413625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -14136248.000000 Penalty: 3777.800537
	Iteration 87Q: 3 clusters Score -1.413625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -14136248.000000 Penalty: 3777.800537
	Iteration 88F: 3 clusters Score -1.413625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -14159.189453 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -14159.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13584.092773 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -13584.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13776.849609 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -13776.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13811.112305 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -13811.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13814.660156 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -13814.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13814.660156 Penalty: 1703.567749
	Iteration 4F: 3 clusters Score -13814.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Entering Unmasked Estep 
Score: -1154830.250000 Penalty: 1486.244873
	Iteration 0F: 2 clusters Score -1154830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1148150.625000 Penalty: 2972.489746
	Iteration 0F: 3 clusters Score -1148151 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1150311.250000 Penalty: 2972.489746
	Iteration 1F: 3 clusters Score -1150311 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1150550.000000 Penalty: 2972.489746
	Iteration 2F: 3 clusters Score -1150550 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1150720.750000 Penalty: 2972.489746
	Iteration 3Q: 3 clusters Score -1150721 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1150878.250000 Penalty: 2972.489746
	Iteration 4Q: 3 clusters Score -1150878 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1151009.250000 Penalty: 2972.489746
	Iteration 5Q: 3 clusters Score -1151009 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1151143.625000 Penalty: 2972.489746
	Iteration 6Q: 3 clusters Score -1151144 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1151268.875000 Penalty: 2972.489746
	Iteration 7Q: 3 clusters Score -1151269 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1151411.125000 Penalty: 2972.489746
	Iteration 8Q: 3 clusters Score -1151411 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1151550.125000 Penalty: 2972.489746
	Iteration 9Q: 3 clusters Score -1151550 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1151699.875000 Penalty: 2972.489746
	Iteration 10Q: 3 clusters Score -1151700 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1151860.375000 Penalty: 2972.489746
	Iteration 11Q: 3 clusters Score -1151860 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1152045.875000 Penalty: 2972.489746
	Iteration 12Q: 3 clusters Score -1152046 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1152253.250000 Penalty: 2972.489746
	Iteration 13Q: 3 clusters Score -1152253 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1152459.125000 Penalty: 2972.489746
	Iteration 14Q: 3 clusters Score -1152459 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1152662.125000 Penalty: 2972.489746
	Iteration 15Q: 3 clusters Score -1152662 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1152841.875000 Penalty: 2972.489746
	Iteration 16Q: 3 clusters Score -1152842 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1153011.375000 Penalty: 2972.489746
	Iteration 17Q: 3 clusters Score -1153011 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1153165.500000 Penalty: 2972.489746
	Iteration 18Q: 3 clusters Score -1153166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1153273.375000 Penalty: 2972.489746
	Iteration 19Q: 3 clusters Score -1153273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1153365.375000 Penalty: 2972.489746
	Iteration 20F: 3 clusters Score -1153365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1153446.250000 Penalty: 2972.489746
	Iteration 21Q: 3 clusters Score -1153446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1153517.625000 Penalty: 2972.489746
	Iteration 22Q: 3 clusters Score -1153518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1153580.250000 Penalty: 2972.489746
	Iteration 23Q: 3 clusters Score -1153580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1153652.750000 Penalty: 2972.489746
	Iteration 24Q: 3 clusters Score -1153653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1153698.375000 Penalty: 2972.489746
	Iteration 25Q: 3 clusters Score -1153698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1153722.625000 Penalty: 2972.489746
	Iteration 26Q: 3 clusters Score -1153723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1153747.625000 Penalty: 2972.489746
	Iteration 27Q: 3 clusters Score -1153748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1153772.750000 Penalty: 2972.489746
	Iteration 28Q: 3 clusters Score -1153773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1153795.375000 Penalty: 2972.489746
	Iteration 29Q: 3 clusters Score -1153795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1153819.375000 Penalty: 2972.489746
	Iteration 30Q: 3 clusters Score -1153819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1153831.500000 Penalty: 2972.489746
	Iteration 31Q: 3 clusters Score -1153832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1153846.250000 Penalty: 2972.489746
	Iteration 32Q: 3 clusters Score -1153846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1153852.875000 Penalty: 2972.489746
	Iteration 33Q: 3 clusters Score -1153853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1153857.750000 Penalty: 2972.489746
	Iteration 34Q: 3 clusters Score -1153858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1153867.625000 Penalty: 2972.489746
	Iteration 35Q: 3 clusters Score -1153868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1153875.500000 Penalty: 2972.489746
	Iteration 36Q: 3 clusters Score -1153876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1153887.375000 Penalty: 2972.489746
	Iteration 37Q: 3 clusters Score -1153887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1153895.750000 Penalty: 2972.489746
	Iteration 38Q: 3 clusters Score -1153896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1153905.625000 Penalty: 2972.489746
	Iteration 39Q: 3 clusters Score -1153906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1153915.000000 Penalty: 2972.489746
	Iteration 40F: 3 clusters Score -1153915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1153931.000000 Penalty: 2972.489746
	Iteration 41Q: 3 clusters Score -1153931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1153935.000000 Penalty: 2972.489746
	Iteration 42Q: 3 clusters Score -1153935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1153942.625000 Penalty: 2972.489746
	Iteration 43Q: 3 clusters Score -1153943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1153949.875000 Penalty: 2972.489746
	Iteration 44Q: 3 clusters Score -1153950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1153956.125000 Penalty: 2972.489746
	Iteration 45Q: 3 clusters Score -1153956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1153961.875000 Penalty: 2972.489746
	Iteration 46Q: 3 clusters Score -1153962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1153967.250000 Penalty: 2972.489746
	Iteration 47Q: 3 clusters Score -1153967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1153977.500000 Penalty: 2972.489746
	Iteration 48Q: 3 clusters Score -1153978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1153988.750000 Penalty: 2972.489746
	Iteration 49Q: 3 clusters Score -1153989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1153999.250000 Penalty: 2972.489746
	Iteration 50Q: 3 clusters Score -1153999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1154011.125000 Penalty: 2972.489746
	Iteration 51Q: 3 clusters Score -1154011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1154021.750000 Penalty: 2972.489746
	Iteration 52Q: 3 clusters Score -1154022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1154030.250000 Penalty: 2972.489746
	Iteration 53Q: 3 clusters Score -1154030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1154037.875000 Penalty: 2972.489746
	Iteration 54Q: 3 clusters Score -1154038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1154048.375000 Penalty: 2972.489746
	Iteration 55Q: 3 clusters Score -1154048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1154056.250000 Penalty: 2972.489746
	Iteration 56Q: 3 clusters Score -1154056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1154061.625000 Penalty: 2972.489746
	Iteration 57Q: 3 clusters Score -1154062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1154070.250000 Penalty: 2972.489746
	Iteration 58Q: 3 clusters Score -1154070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1154076.875000 Penalty: 2972.489746
	Iteration 59Q: 3 clusters Score -1154077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1154087.750000 Penalty: 2972.489746
	Iteration 60F: 3 clusters Score -1154088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1154095.250000 Penalty: 2972.489746
	Iteration 61Q: 3 clusters Score -1154095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1154100.625000 Penalty: 2972.489746
	Iteration 62Q: 3 clusters Score -1154101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1154110.625000 Penalty: 2972.489746
	Iteration 63Q: 3 clusters Score -1154111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1154123.125000 Penalty: 2972.489746
	Iteration 64Q: 3 clusters Score -1154123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1154128.875000 Penalty: 2972.489746
	Iteration 65Q: 3 clusters Score -1154129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1154136.500000 Penalty: 2972.489746
	Iteration 66Q: 3 clusters Score -1154136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1154147.750000 Penalty: 2972.489746
	Iteration 67Q: 3 clusters Score -1154148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1154159.000000 Penalty: 2972.489746
	Iteration 68Q: 3 clusters Score -1154159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1154165.125000 Penalty: 2972.489746
	Iteration 69Q: 3 clusters Score -1154165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1154169.375000 Penalty: 2972.489746
	Iteration 70Q: 3 clusters Score -1154169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1154174.500000 Penalty: 2972.489746
	Iteration 71Q: 3 clusters Score -1154174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1154176.875000 Penalty: 2972.489746
	Iteration 72Q: 3 clusters Score -1154177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1154186.875000 Penalty: 2972.489746
	Iteration 73Q: 3 clusters Score -1154187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1154189.375000 Penalty: 2972.489746
	Iteration 74Q: 3 clusters Score -1154189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1154191.500000 Penalty: 2972.489746
	Iteration 75Q: 3 clusters Score -1154192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1154192.625000 Penalty: 2972.489746
	Iteration 76Q: 3 clusters Score -1154193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1154197.125000 Penalty: 2972.489746
	Iteration 77Q: 3 clusters Score -1154197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1154201.125000 Penalty: 2972.489746
	Iteration 78Q: 3 clusters Score -1154201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1154208.000000 Penalty: 2972.489746
	Iteration 79Q: 3 clusters Score -1154208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1154213.500000 Penalty: 2972.489746
	Iteration 80F: 3 clusters Score -1154214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1154217.750000 Penalty: 2972.489746
	Iteration 81Q: 3 clusters Score -1154218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1154222.625000 Penalty: 2972.489746
	Iteration 82Q: 3 clusters Score -1154223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1154226.000000 Penalty: 2972.489746
	Iteration 83Q: 3 clusters Score -1154226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1154228.000000 Penalty: 2972.489746
	Iteration 84Q: 3 clusters Score -1154228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1154229.250000 Penalty: 2972.489746
	Iteration 85Q: 3 clusters Score -1154229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1154230.000000 Penalty: 2972.489746
	Iteration 86Q: 3 clusters Score -1154230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1154230.000000 Penalty: 2972.489746
	Iteration 87F: 3 clusters Score -1154230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26172.621094 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -26172.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25341.843750 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -25341.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25575.265625 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -25575.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25703.628906 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -25703.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25762.587891 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -25762.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25777.750000 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -25777.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25792.738281 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -25792.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25823.250000 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -25823.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25831.082031 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -25831.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25831.082031 Penalty: 1860.165161
	Iteration 8F: 3 clusters Score -25831.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -171693.562500 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -171693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170023.406250 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -170023.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -170330.796875 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -170330.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -170409.343750 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -170409.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -170450.453125 Penalty: 2339.166504
	Iteration 3Q: 3 clusters Score -170450.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170477.015625 Penalty: 2339.166504
	Iteration 4Q: 3 clusters Score -170477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -170495.046875 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -170495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -170519.828125 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -170519.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170527.875000 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -170527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170535.125000 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -170535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -170540.015625 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -170540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -170542.546875 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -170542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -170544.937500 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -170544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170546.359375 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -170546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170546.843750 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -170546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170546.843750 Penalty: 2339.166504
	Iteration 14F: 3 clusters Score -170546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -263478.968750 Penalty: 1248.926758
	Iteration 0F: 2 clusters Score -263479 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 1088 members 
Entering Unmasked Estep 
Score: -261274.328125 Penalty: 2497.853516
	Iteration 0F: 3 clusters Score -261274.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -261821.968750 Penalty: 2497.853516
	Iteration 1F: 3 clusters Score -261822 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261949.859375 Penalty: 2497.853516
	Iteration 2F: 3 clusters Score -261949.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -262039.093750 Penalty: 2497.853516
	Iteration 3Q: 3 clusters Score -262039.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -262131.109375 Penalty: 2497.853516
	Iteration 4Q: 3 clusters Score -262131.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -262226.593750 Penalty: 2497.853516
	Iteration 5Q: 3 clusters Score -262226.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -262327.312500 Penalty: 2497.853516
	Iteration 6Q: 3 clusters Score -262327.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -262428.812500 Penalty: 2497.853516
	Iteration 7Q: 3 clusters Score -262428.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -262538.812500 Penalty: 2497.853516
	Iteration 8Q: 3 clusters Score -262538.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -262628.062500 Penalty: 2497.853516
	Iteration 9Q: 3 clusters Score -262628.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -262696.062500 Penalty: 2497.853516
	Iteration 10Q: 3 clusters Score -262696.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -262762.875000 Penalty: 2497.853516
	Iteration 11Q: 3 clusters Score -262762.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -262826.375000 Penalty: 2497.853516
	Iteration 12Q: 3 clusters Score -262826.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -262893.156250 Penalty: 2497.853516
	Iteration 13Q: 3 clusters Score -262893.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -262961.875000 Penalty: 2497.853516
	Iteration 14Q: 3 clusters Score -262961.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -263064.750000 Penalty: 2497.853516
	Iteration 15Q: 3 clusters Score -263064.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -263175.656250 Penalty: 2497.853516
	Iteration 16Q: 3 clusters Score -263175.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -263268.312500 Penalty: 2497.853516
	Iteration 17Q: 3 clusters Score -263268.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263301.687500 Penalty: 2497.853516
	Iteration 18Q: 3 clusters Score -263301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -263323.187500 Penalty: 2497.853516
	Iteration 19Q: 3 clusters Score -263323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -263337.843750 Penalty: 2497.853516
	Iteration 20F: 3 clusters Score -263337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -263345.625000 Penalty: 2497.853516
	Iteration 21Q: 3 clusters Score -263345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -263352.218750 Penalty: 2497.853516
	Iteration 22Q: 3 clusters Score -263352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -263359.593750 Penalty: 2497.853516
	Iteration 23Q: 3 clusters Score -263359.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -263385.187500 Penalty: 2497.853516
	Iteration 24Q: 3 clusters Score -263385.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -263419.218750 Penalty: 2497.853516
	Iteration 25Q: 3 clusters Score -263419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -263463.156250 Penalty: 2497.853516
	Iteration 26Q: 3 clusters Score -263463.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -263490.468750 Penalty: 2497.853516
	Iteration 27Q: 3 clusters Score -263490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -263499.718750 Penalty: 2497.853516
	Iteration 28Q: 3 clusters Score -263499.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -263502.937500 Penalty: 2497.853516
	Iteration 29Q: 3 clusters Score -263502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -263503.843750 Penalty: 2497.853516
	Iteration 30Q: 3 clusters Score -263503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263504.437500 Penalty: 2497.853516
	Iteration 31Q: 3 clusters Score -263504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263504.437500 Penalty: 2497.853516
	Iteration 32F: 3 clusters Score -263504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 104470 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 114785 members 
Mstep: Class 10 contains 117697 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111720 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119517 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111748 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 1528 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132851 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42961 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15584 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 649 members 
Entering Unmasked Estep 
Score: -141730656.000000 Penalty: 97552.609375
Splitting cluster 25 changes total score from -141731632.000000 to -141730656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -66466.828125 Penalty: 1051.504883
	Iteration 0F: 2 clusters Score -66466.83 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 309 members 
Entering Unmasked Estep 
Score: -65282.207031 Penalty: 2103.009766
	Iteration 0F: 3 clusters Score -65282.21 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65559.570312 Penalty: 2103.009766
	Iteration 1F: 3 clusters Score -65559.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65717.171875 Penalty: 2103.009766
	Iteration 2F: 3 clusters Score -65717.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65865.265625 Penalty: 2103.009766
	Iteration 3F: 3 clusters Score -65865.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65957.812500 Penalty: 2103.009766
	Iteration 4Q: 3 clusters Score -65957.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66053.710938 Penalty: 2103.009766
	Iteration 5Q: 3 clusters Score -66053.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66090.992188 Penalty: 2103.009766
	Iteration 6Q: 3 clusters Score -66090.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66121.164062 Penalty: 2103.009766
	Iteration 7Q: 3 clusters Score -66121.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66140.953125 Penalty: 2103.009766
	Iteration 8Q: 3 clusters Score -66140.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66149.453125 Penalty: 2103.009766
	Iteration 9Q: 3 clusters Score -66149.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66157.734375 Penalty: 2103.009766
	Iteration 10Q: 3 clusters Score -66157.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66157.734375 Penalty: 2103.009766
	Iteration 11F: 3 clusters Score -66157.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Entering Unmasked Estep 
Score: -1958586.875000 Penalty: 1573.177856
	Iteration 0F: 2 clusters Score -1958587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1947646.625000 Penalty: 3146.355713
	Iteration 0F: 3 clusters Score -1947647 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1951415.625000 Penalty: 3146.355713
	Iteration 1F: 3 clusters Score -1951416 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1951735.125000 Penalty: 3146.355713
	Iteration 2F: 3 clusters Score -1951735 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1952011.875000 Penalty: 3146.355713
	Iteration 3Q: 3 clusters Score -1952012 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1952271.250000 Penalty: 3146.355713
	Iteration 4Q: 3 clusters Score -1952271 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1952501.375000 Penalty: 3146.355713
	Iteration 5Q: 3 clusters Score -1952501 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1952775.500000 Penalty: 3146.355713
	Iteration 6Q: 3 clusters Score -1952776 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1953128.750000 Penalty: 3146.355713
	Iteration 7Q: 3 clusters Score -1953129 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1953537.125000 Penalty: 3146.355713
	Iteration 8Q: 3 clusters Score -1953537 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1954002.375000 Penalty: 3146.355713
	Iteration 9Q: 3 clusters Score -1954002 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1954528.500000 Penalty: 3146.355713
	Iteration 10Q: 3 clusters Score -1954528 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1955029.500000 Penalty: 3146.355713
	Iteration 11Q: 3 clusters Score -1955030 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1955507.625000 Penalty: 3146.355713
	Iteration 12Q: 3 clusters Score -1955508 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1955909.750000 Penalty: 3146.355713
	Iteration 13Q: 3 clusters Score -1955910 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1956202.000000 Penalty: 3146.355713
	Iteration 14Q: 3 clusters Score -1956202 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1956396.625000 Penalty: 3146.355713
	Iteration 15Q: 3 clusters Score -1956397 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1956550.750000 Penalty: 3146.355713
	Iteration 16Q: 3 clusters Score -1956551 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1956684.375000 Penalty: 3146.355713
	Iteration 17Q: 3 clusters Score -1956684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1956785.375000 Penalty: 3146.355713
	Iteration 18Q: 3 clusters Score -1956785 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1956854.875000 Penalty: 3146.355713
	Iteration 19Q: 3 clusters Score -1956855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1956908.375000 Penalty: 3146.355713
	Iteration 20F: 3 clusters Score -1956908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1956965.250000 Penalty: 3146.355713
	Iteration 21Q: 3 clusters Score -1956965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1957007.000000 Penalty: 3146.355713
	Iteration 22Q: 3 clusters Score -1957007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1957039.000000 Penalty: 3146.355713
	Iteration 23Q: 3 clusters Score -1957039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1957064.375000 Penalty: 3146.355713
	Iteration 24Q: 3 clusters Score -1957064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1957087.250000 Penalty: 3146.355713
	Iteration 25Q: 3 clusters Score -1957087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1957104.000000 Penalty: 3146.355713
	Iteration 26Q: 3 clusters Score -1957104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1957117.000000 Penalty: 3146.355713
	Iteration 27Q: 3 clusters Score -1957117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1957130.875000 Penalty: 3146.355713
	Iteration 28Q: 3 clusters Score -1957131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1957151.500000 Penalty: 3146.355713
	Iteration 29Q: 3 clusters Score -1957152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1957169.500000 Penalty: 3146.355713
	Iteration 30Q: 3 clusters Score -1957170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1957186.000000 Penalty: 3146.355713
	Iteration 31Q: 3 clusters Score -1957186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1957199.500000 Penalty: 3146.355713
	Iteration 32Q: 3 clusters Score -1957200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1957207.000000 Penalty: 3146.355713
	Iteration 33Q: 3 clusters Score -1957207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1957209.375000 Penalty: 3146.355713
	Iteration 34Q: 3 clusters Score -1957209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1957214.125000 Penalty: 3146.355713
	Iteration 35Q: 3 clusters Score -1957214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1957216.750000 Penalty: 3146.355713
	Iteration 36Q: 3 clusters Score -1957217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1957226.000000 Penalty: 3146.355713
	Iteration 37Q: 3 clusters Score -1957226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1957229.250000 Penalty: 3146.355713
	Iteration 38Q: 3 clusters Score -1957229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1957234.375000 Penalty: 3146.355713
	Iteration 39Q: 3 clusters Score -1957234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1957234.875000 Penalty: 3146.355713
	Iteration 40F: 3 clusters Score -1957235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1957236.500000 Penalty: 3146.355713
	Iteration 41Q: 3 clusters Score -1957236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1957239.875000 Penalty: 3146.355713
	Iteration 42Q: 3 clusters Score -1957240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1957238.875000 Penalty: 3146.355713
	Iteration 43Q: 3 clusters Score -1957239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1957239.625000 Penalty: 3146.355713
	Iteration 44Q: 3 clusters Score -1957240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1957242.250000 Penalty: 3146.355713
	Iteration 45Q: 3 clusters Score -1957242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1957245.500000 Penalty: 3146.355713
	Iteration 46Q: 3 clusters Score -1957246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1957245.500000 Penalty: 3146.355713
	Iteration 47Q: 3 clusters Score -1957246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1957245.500000 Penalty: 3146.355713
	Iteration 48F: 3 clusters Score -1957246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Entering Unmasked Estep 
Score: -2987204.500000 Penalty: 1635.626465
	Iteration 0F: 2 clusters Score -2987204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2971342.000000 Penalty: 3271.252930
	Iteration 0F: 3 clusters Score -2971342 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2977200.750000 Penalty: 3271.252930
	Iteration 1F: 3 clusters Score -2977201 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2977589.750000 Penalty: 3271.252930
	Iteration 2Q: 3 clusters Score -2977590 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2977968.750000 Penalty: 3271.252930
	Iteration 3Q: 3 clusters Score -2977969 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2978409.500000 Penalty: 3271.252930
	Iteration 4Q: 3 clusters Score -2978410 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2978943.000000 Penalty: 3271.252930
	Iteration 5Q: 3 clusters Score -2978943 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2979659.250000 Penalty: 3271.252930
	Iteration 6F: 3 clusters Score -2979659 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2980579.500000 Penalty: 3271.252930
	Iteration 7F: 3 clusters Score -2980580 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2981618.250000 Penalty: 3271.252930
	Iteration 8F: 3 clusters Score -2981618 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2982457.750000 Penalty: 3271.252930
	Iteration 9F: 3 clusters Score -2982458 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2982895.750000 Penalty: 3271.252930
	Iteration 10Q: 3 clusters Score -2982896 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2983125.000000 Penalty: 3271.252930
	Iteration 11Q: 3 clusters Score -2983125 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2983258.250000 Penalty: 3271.252930
	Iteration 12Q: 3 clusters Score -2983258 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2983348.750000 Penalty: 3271.252930
	Iteration 13Q: 3 clusters Score -2983349 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2983396.750000 Penalty: 3271.252930
	Iteration 14Q: 3 clusters Score -2983397 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2983469.500000 Penalty: 3271.252930
	Iteration 15Q: 3 clusters Score -2983470 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2983514.750000 Penalty: 3271.252930
	Iteration 16Q: 3 clusters Score -2983515 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2983556.250000 Penalty: 3271.252930
	Iteration 17Q: 3 clusters Score -2983556 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2983608.500000 Penalty: 3271.252930
	Iteration 18Q: 3 clusters Score -2983608 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2983659.750000 Penalty: 3271.252930
	Iteration 19Q: 3 clusters Score -2983660 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2983719.500000 Penalty: 3271.252930
	Iteration 20F: 3 clusters Score -2983720 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2983765.500000 Penalty: 3271.252930
	Iteration 21Q: 3 clusters Score -2983766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2983818.000000 Penalty: 3271.252930
	Iteration 22Q: 3 clusters Score -2983818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2983860.750000 Penalty: 3271.252930
	Iteration 23Q: 3 clusters Score -2983861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2983907.750000 Penalty: 3271.252930
	Iteration 24Q: 3 clusters Score -2983908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2983939.000000 Penalty: 3271.252930
	Iteration 25Q: 3 clusters Score -2983939 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2983986.000000 Penalty: 3271.252930
	Iteration 26Q: 3 clusters Score -2983986 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2984023.000000 Penalty: 3271.252930
	Iteration 27Q: 3 clusters Score -2984023 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2984084.000000 Penalty: 3271.252930
	Iteration 28Q: 3 clusters Score -2984084 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2984120.500000 Penalty: 3271.252930
	Iteration 29Q: 3 clusters Score -2984120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2984159.000000 Penalty: 3271.252930
	Iteration 30Q: 3 clusters Score -2984159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2984192.500000 Penalty: 3271.252930
	Iteration 31Q: 3 clusters Score -2984192 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2984236.500000 Penalty: 3271.252930
	Iteration 32Q: 3 clusters Score -2984236 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2984301.250000 Penalty: 3271.252930
	Iteration 33Q: 3 clusters Score -2984301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2984354.000000 Penalty: 3271.252930
	Iteration 34Q: 3 clusters Score -2984354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2984404.000000 Penalty: 3271.252930
	Iteration 35Q: 3 clusters Score -2984404 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2984452.000000 Penalty: 3271.252930
	Iteration 36Q: 3 clusters Score -2984452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2984512.000000 Penalty: 3271.252930
	Iteration 37Q: 3 clusters Score -2984512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2984558.750000 Penalty: 3271.252930
	Iteration 38Q: 3 clusters Score -2984559 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2984617.250000 Penalty: 3271.252930
	Iteration 39Q: 3 clusters Score -2984617 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2984660.000000 Penalty: 3271.252930
	Iteration 40F: 3 clusters Score -2984660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2984697.750000 Penalty: 3271.252930
	Iteration 41Q: 3 clusters Score -2984698 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2984749.500000 Penalty: 3271.252930
	Iteration 42Q: 3 clusters Score -2984750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2984782.250000 Penalty: 3271.252930
	Iteration 43Q: 3 clusters Score -2984782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2984822.750000 Penalty: 3271.252930
	Iteration 44Q: 3 clusters Score -2984823 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2984856.250000 Penalty: 3271.252930
	Iteration 45Q: 3 clusters Score -2984856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2984895.750000 Penalty: 3271.252930
	Iteration 46Q: 3 clusters Score -2984896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2984921.500000 Penalty: 3271.252930
	Iteration 47Q: 3 clusters Score -2984922 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2984959.500000 Penalty: 3271.252930
	Iteration 48Q: 3 clusters Score -2984960 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2984988.250000 Penalty: 3271.252930
	Iteration 49Q: 3 clusters Score -2984988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2985029.500000 Penalty: 3271.252930
	Iteration 50Q: 3 clusters Score -2985030 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2985074.750000 Penalty: 3271.252930
	Iteration 51Q: 3 clusters Score -2985075 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2985117.500000 Penalty: 3271.252930
	Iteration 52Q: 3 clusters Score -2985118 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2985170.250000 Penalty: 3271.252930
	Iteration 53Q: 3 clusters Score -2985170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2985207.250000 Penalty: 3271.252930
	Iteration 54Q: 3 clusters Score -2985207 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2985243.000000 Penalty: 3271.252930
	Iteration 55Q: 3 clusters Score -2985243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2985264.250000 Penalty: 3271.252930
	Iteration 56Q: 3 clusters Score -2985264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2985308.250000 Penalty: 3271.252930
	Iteration 57Q: 3 clusters Score -2985308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2985335.000000 Penalty: 3271.252930
	Iteration 58Q: 3 clusters Score -2985335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2985361.500000 Penalty: 3271.252930
	Iteration 59Q: 3 clusters Score -2985362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2985394.500000 Penalty: 3271.252930
	Iteration 60F: 3 clusters Score -2985394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2985418.500000 Penalty: 3271.252930
	Iteration 61Q: 3 clusters Score -2985418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2985432.250000 Penalty: 3271.252930
	Iteration 62Q: 3 clusters Score -2985432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2985444.500000 Penalty: 3271.252930
	Iteration 63Q: 3 clusters Score -2985444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2985452.750000 Penalty: 3271.252930
	Iteration 64Q: 3 clusters Score -2985453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2985461.000000 Penalty: 3271.252930
	Iteration 65Q: 3 clusters Score -2985461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2985469.750000 Penalty: 3271.252930
	Iteration 66Q: 3 clusters Score -2985470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2985488.250000 Penalty: 3271.252930
	Iteration 67Q: 3 clusters Score -2985488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2985501.500000 Penalty: 3271.252930
	Iteration 68Q: 3 clusters Score -2985502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2985526.750000 Penalty: 3271.252930
	Iteration 69Q: 3 clusters Score -2985527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2985541.250000 Penalty: 3271.252930
	Iteration 70Q: 3 clusters Score -2985541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2985561.000000 Penalty: 3271.252930
	Iteration 71Q: 3 clusters Score -2985561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2985574.750000 Penalty: 3271.252930
	Iteration 72Q: 3 clusters Score -2985575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2985593.500000 Penalty: 3271.252930
	Iteration 73Q: 3 clusters Score -2985594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2985607.000000 Penalty: 3271.252930
	Iteration 74Q: 3 clusters Score -2985607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2985613.000000 Penalty: 3271.252930
	Iteration 75Q: 3 clusters Score -2985613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2985621.000000 Penalty: 3271.252930
	Iteration 76Q: 3 clusters Score -2985621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2985637.500000 Penalty: 3271.252930
	Iteration 77Q: 3 clusters Score -2985638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2985642.250000 Penalty: 3271.252930
	Iteration 78Q: 3 clusters Score -2985642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2985659.500000 Penalty: 3271.252930
	Iteration 79Q: 3 clusters Score -2985660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2985672.000000 Penalty: 3271.252930
	Iteration 80F: 3 clusters Score -2985672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2985684.000000 Penalty: 3271.252930
	Iteration 81Q: 3 clusters Score -2985684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2985690.750000 Penalty: 3271.252930
	Iteration 82Q: 3 clusters Score -2985691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2985693.750000 Penalty: 3271.252930
	Iteration 83Q: 3 clusters Score -2985694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2985698.000000 Penalty: 3271.252930
	Iteration 84Q: 3 clusters Score -2985698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2985705.500000 Penalty: 3271.252930
	Iteration 85Q: 3 clusters Score -2985706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2985714.250000 Penalty: 3271.252930
	Iteration 86Q: 3 clusters Score -2985714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2985716.750000 Penalty: 3271.252930
	Iteration 87Q: 3 clusters Score -2985717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2985722.500000 Penalty: 3271.252930
	Iteration 88Q: 3 clusters Score -2985722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2985722.500000 Penalty: 3271.252930
	Iteration 89Q: 3 clusters Score -2985722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2985732.000000 Penalty: 3271.252930
	Iteration 90Q: 3 clusters Score -2985732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2985741.250000 Penalty: 3271.252930
	Iteration 91Q: 3 clusters Score -2985741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2985750.500000 Penalty: 3271.252930
	Iteration 92Q: 3 clusters Score -2985750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2985754.750000 Penalty: 3271.252930
	Iteration 93Q: 3 clusters Score -2985755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2985762.250000 Penalty: 3271.252930
	Iteration 94Q: 3 clusters Score -2985762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2985772.000000 Penalty: 3271.252930
	Iteration 95Q: 3 clusters Score -2985772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2985775.750000 Penalty: 3271.252930
	Iteration 96Q: 3 clusters Score -2985776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2985786.250000 Penalty: 3271.252930
	Iteration 97Q: 3 clusters Score -2985786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2985794.250000 Penalty: 3271.252930
	Iteration 98Q: 3 clusters Score -2985794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2985799.500000 Penalty: 3271.252930
	Iteration 99Q: 3 clusters Score -2985800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2985812.250000 Penalty: 3271.252930
	Iteration 100F: 3 clusters Score -2985812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2985817.500000 Penalty: 3271.252930
	Iteration 101Q: 3 clusters Score -2985818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2985831.750000 Penalty: 3271.252930
	Iteration 102Q: 3 clusters Score -2985832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2985851.250000 Penalty: 3271.252930
	Iteration 103Q: 3 clusters Score -2985851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2985862.500000 Penalty: 3271.252930
	Iteration 104Q: 3 clusters Score -2985862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2985872.000000 Penalty: 3271.252930
	Iteration 105Q: 3 clusters Score -2985872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2985878.500000 Penalty: 3271.252930
	Iteration 106Q: 3 clusters Score -2985878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2985878.750000 Penalty: 3271.252930
	Iteration 107Q: 3 clusters Score -2985879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2985889.250000 Penalty: 3271.252930
	Iteration 108Q: 3 clusters Score -2985889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2985891.750000 Penalty: 3271.252930
	Iteration 109Q: 3 clusters Score -2985892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2985892.250000 Penalty: 3271.252930
	Iteration 110Q: 3 clusters Score -2985892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2985898.500000 Penalty: 3271.252930
	Iteration 111Q: 3 clusters Score -2985898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2985905.250000 Penalty: 3271.252930
	Iteration 112Q: 3 clusters Score -2985905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2985902.750000 Penalty: 3271.252930
	Iteration 113Q: 3 clusters Score -2985903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2985909.000000 Penalty: 3271.252930
	Iteration 114Q: 3 clusters Score -2985909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2985908.500000 Penalty: 3271.252930
	Iteration 115Q: 3 clusters Score -2985908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2985908.500000 Penalty: 3271.252930
	Iteration 116Q: 3 clusters Score -2985908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2985910.750000 Penalty: 3271.252930
	Iteration 117Q: 3 clusters Score -2985911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2985913.500000 Penalty: 3271.252930
	Iteration 118Q: 3 clusters Score -2985914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2985913.250000 Penalty: 3271.252930
	Iteration 119Q: 3 clusters Score -2985913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2985911.500000 Penalty: 3271.252930
	Iteration 120F: 3 clusters Score -2985912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -87034.140625 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -87034.14 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 367 members 
Entering Unmasked Estep 
Score: -85771.460938 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -85771.46 nChanged 205
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: -86006.929688 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -86006.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86157.554688 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -86157.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86301.507812 Penalty: 2161.340576
	Iteration 3F: 3 clusters Score -86301.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86406.250000 Penalty: 2161.340576
	Iteration 4F: 3 clusters Score -86406.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86448.156250 Penalty: 2161.340576
	Iteration 5Q: 3 clusters Score -86448.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86505.601562 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -86505.6 nChanged 25
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: -86542.656250 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -86542.66 nChanged 18
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: -86574.382812 Penalty: 2161.340576
	Iteration 8Q: 3 clusters Score -86574.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86607.750000 Penalty: 2161.340576
	Iteration 9Q: 3 clusters Score -86607.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86650.609375 Penalty: 2161.340576
	Iteration 10Q: 3 clusters Score -86650.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86676.742188 Penalty: 2161.340576
	Iteration 11Q: 3 clusters Score -86676.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86695.312500 Penalty: 2161.340576
	Iteration 12Q: 3 clusters Score -86695.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86703.507812 Penalty: 2161.340576
	Iteration 13Q: 3 clusters Score -86703.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86709.710938 Penalty: 2161.340576
	Iteration 14Q: 3 clusters Score -86709.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86711.226562 Penalty: 2161.340576
	Iteration 15Q: 3 clusters Score -86711.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86711.226562 Penalty: 2161.340576
	Iteration 16F: 3 clusters Score -86711.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (132851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132851 members 
Entering Unmasked Estep 
Score: -16802836.000000 Penalty: 1917.009888
	Iteration 0F: 2 clusters Score -1.680284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -16722556.000000 Penalty: 3834.019775
	Iteration 0F: 3 clusters Score -1.672256e+07 nChanged 64151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -16759322.000000 Penalty: 3834.019775
	Iteration 1F: 3 clusters Score -1.675932e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -16760038.000000 Penalty: 3834.019775
	Iteration 2Q: 3 clusters Score -1.676004e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -16760921.000000 Penalty: 3834.019775
	Iteration 3Q: 3 clusters Score -1.676092e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -16761999.000000 Penalty: 3834.019775
	Iteration 4Q: 3 clusters Score -1.6762e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -16763968.000000 Penalty: 3834.019775
	Iteration 5Q: 3 clusters Score -1.676397e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -16767377.000000 Penalty: 3834.019775
	Iteration 6F: 3 clusters Score -1.676738e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -16772747.000000 Penalty: 3834.019775
	Iteration 7F: 3 clusters Score -1.677275e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -16780452.000000 Penalty: 3834.019775
	Iteration 8F: 3 clusters Score -1.678045e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -16788752.000000 Penalty: 3834.019775
	Iteration 9F: 3 clusters Score -1.678875e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115772 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -16794382.000000 Penalty: 3834.019775
	Iteration 10F: 3 clusters Score -1.679438e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -16797732.000000 Penalty: 3834.019775
	Iteration 11Q: 3 clusters Score -1.679773e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -16799412.000000 Penalty: 3834.019775
	Iteration 12Q: 3 clusters Score -1.679941e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -16800228.000000 Penalty: 3834.019775
	Iteration 13Q: 3 clusters Score -1.680023e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127101 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -16800744.000000 Penalty: 3834.019775
	Iteration 14Q: 3 clusters Score -1.680074e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128004 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -16801064.000000 Penalty: 3834.019775
	Iteration 15Q: 3 clusters Score -1.680106e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128697 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -16801210.000000 Penalty: 3834.019775
	Iteration 16Q: 3 clusters Score -1.680121e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -16801304.000000 Penalty: 3834.019775
	Iteration 17Q: 3 clusters Score -1.68013e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129648 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -16801388.000000 Penalty: 3834.019775
	Iteration 18Q: 3 clusters Score -1.680139e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129992 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -16801458.000000 Penalty: 3834.019775
	Iteration 19Q: 3 clusters Score -1.680146e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -16801472.000000 Penalty: 3834.019775
	Iteration 20F: 3 clusters Score -1.680147e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130483 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -16801486.000000 Penalty: 3834.019775
	Iteration 21Q: 3 clusters Score -1.680149e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130681 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -16801466.000000 Penalty: 3834.019775
	Iteration 22Q: 3 clusters Score -1.680147e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -16801462.000000 Penalty: 3834.019775
	Iteration 23Q: 3 clusters Score -1.680146e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131015 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -16801440.000000 Penalty: 3834.019775
	Iteration 24Q: 3 clusters Score -1.680144e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -16801486.000000 Penalty: 3834.019775
	Iteration 25Q: 3 clusters Score -1.680149e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131248 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -16801484.000000 Penalty: 3834.019775
	Iteration 26Q: 3 clusters Score -1.680148e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -16801484.000000 Penalty: 3834.019775
	Iteration 27Q: 3 clusters Score -1.680148e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131421 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16801466.000000 Penalty: 3834.019775
	Iteration 28Q: 3 clusters Score -1.680147e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16801454.000000 Penalty: 3834.019775
	Iteration 29Q: 3 clusters Score -1.680145e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16801446.000000 Penalty: 3834.019775
	Iteration 30Q: 3 clusters Score -1.680145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16801448.000000 Penalty: 3834.019775
	Iteration 31Q: 3 clusters Score -1.680145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131649 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16801464.000000 Penalty: 3834.019775
	Iteration 32Q: 3 clusters Score -1.680146e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131689 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16801498.000000 Penalty: 3834.019775
	Iteration 33Q: 3 clusters Score -1.68015e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16801492.000000 Penalty: 3834.019775
	Iteration 34Q: 3 clusters Score -1.680149e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16801498.000000 Penalty: 3834.019775
	Iteration 35Q: 3 clusters Score -1.68015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131795 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16801518.000000 Penalty: 3834.019775
	Iteration 36Q: 3 clusters Score -1.680152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131820 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16801524.000000 Penalty: 3834.019775
	Iteration 37Q: 3 clusters Score -1.680152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131847 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16801528.000000 Penalty: 3834.019775
	Iteration 38Q: 3 clusters Score -1.680153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16801518.000000 Penalty: 3834.019775
	Iteration 39Q: 3 clusters Score -1.680152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131894 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16801534.000000 Penalty: 3834.019775
	Iteration 40F: 3 clusters Score -1.680153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131916 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16801536.000000 Penalty: 3834.019775
	Iteration 41Q: 3 clusters Score -1.680154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16801528.000000 Penalty: 3834.019775
	Iteration 42Q: 3 clusters Score -1.680153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16801538.000000 Penalty: 3834.019775
	Iteration 43Q: 3 clusters Score -1.680154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16801532.000000 Penalty: 3834.019775
	Iteration 44Q: 3 clusters Score -1.680153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -16801530.000000 Penalty: 3834.019775
	Iteration 45Q: 3 clusters Score -1.680153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16801518.000000 Penalty: 3834.019775
	Iteration 46Q: 3 clusters Score -1.680152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131985 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16801510.000000 Penalty: 3834.019775
	Iteration 47Q: 3 clusters Score -1.680151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131993 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16801524.000000 Penalty: 3834.019775
	Iteration 48Q: 3 clusters Score -1.680152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132005 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16801526.000000 Penalty: 3834.019775
	Iteration 49Q: 3 clusters Score -1.680153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16801528.000000 Penalty: 3834.019775
	Iteration 50Q: 3 clusters Score -1.680153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16801526.000000 Penalty: 3834.019775
	Iteration 51Q: 3 clusters Score -1.680153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16801538.000000 Penalty: 3834.019775
	Iteration 52Q: 3 clusters Score -1.680154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132032 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -16801526.000000 Penalty: 3834.019775
	Iteration 53Q: 3 clusters Score -1.680153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132036 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16801526.000000 Penalty: 3834.019775
	Iteration 54Q: 3 clusters Score -1.680153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132037 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16801542.000000 Penalty: 3834.019775
	Iteration 55Q: 3 clusters Score -1.680154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132039 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16801544.000000 Penalty: 3834.019775
	Iteration 56Q: 3 clusters Score -1.680154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16801538.000000 Penalty: 3834.019775
	Iteration 57Q: 3 clusters Score -1.680154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132046 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16801532.000000 Penalty: 3834.019775
	Iteration 58Q: 3 clusters Score -1.680153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132050 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16801526.000000 Penalty: 3834.019775
	Iteration 59Q: 3 clusters Score -1.680153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132053 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -16801528.000000 Penalty: 3834.019775
	Iteration 60F: 3 clusters Score -1.680153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132054 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16801528.000000 Penalty: 3834.019775
	Iteration 61Q: 3 clusters Score -1.680153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16801528.000000 Penalty: 3834.019775
	Iteration 62Q: 3 clusters Score -1.680153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132057 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16801526.000000 Penalty: 3834.019775
	Iteration 63Q: 3 clusters Score -1.680153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16801536.000000 Penalty: 3834.019775
	Iteration 64Q: 3 clusters Score -1.680154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16801536.000000 Penalty: 3834.019775
	Iteration 65Q: 3 clusters Score -1.680154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132062 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16801532.000000 Penalty: 3834.019775
	Iteration 66Q: 3 clusters Score -1.680153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132065 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16801538.000000 Penalty: 3834.019775
	Iteration 67Q: 3 clusters Score -1.680154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132065 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16801538.000000 Penalty: 3834.019775
	Iteration 68F: 3 clusters Score -1.680154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -532015.687500 Penalty: 1365.835815
	Iteration 0F: 2 clusters Score -532015.7 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 2213 members 
Entering Unmasked Estep 
Score: -528349.312500 Penalty: 2731.671631
	Iteration 0F: 3 clusters Score -528349.3 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -529451.312500 Penalty: 2731.671631
	Iteration 1F: 3 clusters Score -529451.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -529909.250000 Penalty: 2731.671631
	Iteration 2F: 3 clusters Score -529909.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -530386.937500 Penalty: 2731.671631
	Iteration 3F: 3 clusters Score -530386.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -530776.687500 Penalty: 2731.671631
	Iteration 4F: 3 clusters Score -530776.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -531051.562500 Penalty: 2731.671631
	Iteration 5F: 3 clusters Score -531051.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -531277.875000 Penalty: 2731.671631
	Iteration 6F: 3 clusters Score -531277.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -531421.500000 Penalty: 2731.671631
	Iteration 7Q: 3 clusters Score -531421.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -531507.125000 Penalty: 2731.671631
	Iteration 8Q: 3 clusters Score -531507.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -531576.187500 Penalty: 2731.671631
	Iteration 9Q: 3 clusters Score -531576.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -531622.062500 Penalty: 2731.671631
	Iteration 10Q: 3 clusters Score -531622.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -531663.875000 Penalty: 2731.671631
	Iteration 11Q: 3 clusters Score -531663.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -531701.687500 Penalty: 2731.671631
	Iteration 12Q: 3 clusters Score -531701.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -531718.375000 Penalty: 2731.671631
	Iteration 13Q: 3 clusters Score -531718.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -531730.562500 Penalty: 2731.671631
	Iteration 14Q: 3 clusters Score -531730.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -531743.500000 Penalty: 2731.671631
	Iteration 15Q: 3 clusters Score -531743.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -531750.125000 Penalty: 2731.671631
	Iteration 16Q: 3 clusters Score -531750.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -531754.937500 Penalty: 2731.671631
	Iteration 17Q: 3 clusters Score -531754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -531759.562500 Penalty: 2731.671631
	Iteration 18Q: 3 clusters Score -531759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -531761.937500 Penalty: 2731.671631
	Iteration 19Q: 3 clusters Score -531761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -531765.687500 Penalty: 2731.671631
	Iteration 20F: 3 clusters Score -531765.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -531769.062500 Penalty: 2731.671631
	Iteration 21Q: 3 clusters Score -531769.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -531772.812500 Penalty: 2731.671631
	Iteration 22Q: 3 clusters Score -531772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -531773.312500 Penalty: 2731.671631
	Iteration 23Q: 3 clusters Score -531773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -531775.687500 Penalty: 2731.671631
	Iteration 24Q: 3 clusters Score -531775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -531775.937500 Penalty: 2731.671631
	Iteration 25Q: 3 clusters Score -531775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -531776.437500 Penalty: 2731.671631
	Iteration 26Q: 3 clusters Score -531776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -531780.812500 Penalty: 2731.671631
	Iteration 27Q: 3 clusters Score -531780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -531782.437500 Penalty: 2731.671631
	Iteration 28Q: 3 clusters Score -531782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -531782.437500 Penalty: 2731.671631
	Iteration 29F: 3 clusters Score -531782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13981.120117 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -13981.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13295.289062 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13295.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13534.392578 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13534.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13637.885742 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13637.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13691.008789 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -13691.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13748.006836 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -13748.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13754.330078 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13754.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13754.330078 Penalty: 1824.266602
	Iteration 6F: 3 clusters Score -13754.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -53335.539062 Penalty: 1013.410034
	Iteration 0F: 2 clusters Score -53335.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52260.941406 Penalty: 2026.820068
	Iteration 0F: 3 clusters Score -52260.94 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52507.050781 Penalty: 2026.820068
	Iteration 1F: 3 clusters Score -52507.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52653.656250 Penalty: 2026.820068
	Iteration 2F: 3 clusters Score -52653.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52739.722656 Penalty: 2026.820068
	Iteration 3F: 3 clusters Score -52739.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52770.421875 Penalty: 2026.820068
	Iteration 4Q: 3 clusters Score -52770.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52777.597656 Penalty: 2026.820068
	Iteration 5Q: 3 clusters Score -52777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52780.238281 Penalty: 2026.820068
	Iteration 6Q: 3 clusters Score -52780.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52780.238281 Penalty: 2026.820068
	Iteration 7F: 3 clusters Score -52780.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -24264.263672 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -24264.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23498.683594 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -23498.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23699.066406 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -23699.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23785.087891 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -23785.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23850.406250 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -23850.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23933.265625 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -23933.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23960.707031 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -23960.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23967.992188 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -23967.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23983.181641 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -23983.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24028.289062 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -24028.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24056.183594 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -24056.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24115.730469 Penalty: 1888.620850
	Iteration 10Q: 3 clusters Score -24115.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24185.212891 Penalty: 1888.620850
	Iteration 11Q: 3 clusters Score -24185.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24187.292969 Penalty: 1888.620850
	Iteration 12Q: 3 clusters Score -24187.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24189.474609 Penalty: 1888.620850
	Iteration 13Q: 3 clusters Score -24189.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24211.669922 Penalty: 1888.620850
	Iteration 14F: 3 clusters Score -24211.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24249.128906 Penalty: 1888.620850
	Iteration 15Q: 3 clusters Score -24249.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24252.212891 Penalty: 1888.620850
	Iteration 16Q: 3 clusters Score -24252.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24260.287109 Penalty: 1888.620850
	Iteration 17F: 3 clusters Score -24260.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24369.429688 Penalty: 1888.620850
	Iteration 18Q: 3 clusters Score -24369.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24371.560547 Penalty: 1888.620850
	Iteration 19Q: 3 clusters Score -24371.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24394.210938 Penalty: 1888.620850
	Iteration 20F: 3 clusters Score -24394.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24402.175781 Penalty: 1888.620850
	Iteration 21Q: 3 clusters Score -24402.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24404.912109 Penalty: 1888.620850
	Iteration 22Q: 3 clusters Score -24404.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24404.912109 Penalty: 1888.620850
	Iteration 23F: 3 clusters Score -24404.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 104470 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 114785 members 
Mstep: Class 10 contains 117697 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111720 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119517 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111748 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132851 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42961 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15584 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 189 members 
Entering Unmasked Estep 
Score: -141730352.000000 Penalty: 97552.609375
Splitting cluster 34 changes total score from -141731632.000000 to -141730352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25174.341797 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -25174.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24401.095703 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -24401.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24614.373047 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -24614.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24749.582031 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -24749.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24861.244141 Penalty: 1853.729370
	Iteration 3F: 3 clusters Score -24861.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25044.341797 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -25044.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25137.023438 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -25137.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25223.750000 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -25223.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25248.515625 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -25248.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25271.693359 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -25271.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25271.693359 Penalty: 1853.729370
	Iteration 9F: 3 clusters Score -25271.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 104470 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 114785 members 
Mstep: Class 10 contains 117697 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111720 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119517 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111748 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132851 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 172 members 
Mstep: Class 36 contains 42961 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15584 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 128 members 
Entering Unmasked Estep 
Score: -141730432.000000 Penalty: 97552.609375
Splitting cluster 35 changes total score from -141731632.000000 to -141730432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (42961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Entering Unmasked Estep 
Score: -5437777.500000 Penalty: 1733.557739
	Iteration 0F: 2 clusters Score -5437778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5409016.000000 Penalty: 3467.115479
	Iteration 0F: 3 clusters Score -5409016 nChanged 20111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5420483.000000 Penalty: 3467.115479
	Iteration 1F: 3 clusters Score -5420483 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -5421152.500000 Penalty: 3467.115479
	Iteration 2Q: 3 clusters Score -5421152 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5422135.500000 Penalty: 3467.115479
	Iteration 3F: 3 clusters Score -5422136 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5423517.000000 Penalty: 3467.115479
	Iteration 4F: 3 clusters Score -5423517 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -5425447.500000 Penalty: 3467.115479
	Iteration 5F: 3 clusters Score -5425448 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -5427924.500000 Penalty: 3467.115479
	Iteration 6F: 3 clusters Score -5427924 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -5430502.500000 Penalty: 3467.115479
	Iteration 7F: 3 clusters Score -5430502 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -5432746.000000 Penalty: 3467.115479
	Iteration 8F: 3 clusters Score -5432746 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -5434405.500000 Penalty: 3467.115479
	Iteration 9Q: 3 clusters Score -5434406 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5435354.500000 Penalty: 3467.115479
	Iteration 10Q: 3 clusters Score -5435354 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5435794.500000 Penalty: 3467.115479
	Iteration 11Q: 3 clusters Score -5435794 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -5435967.500000 Penalty: 3467.115479
	Iteration 12Q: 3 clusters Score -5435968 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -5436072.000000 Penalty: 3467.115479
	Iteration 13Q: 3 clusters Score -5436072 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -5436165.000000 Penalty: 3467.115479
	Iteration 14Q: 3 clusters Score -5436165 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -5436208.500000 Penalty: 3467.115479
	Iteration 15Q: 3 clusters Score -5436208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5436226.000000 Penalty: 3467.115479
	Iteration 16Q: 3 clusters Score -5436226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5436249.500000 Penalty: 3467.115479
	Iteration 17Q: 3 clusters Score -5436250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5436278.000000 Penalty: 3467.115479
	Iteration 18Q: 3 clusters Score -5436278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5436300.000000 Penalty: 3467.115479
	Iteration 19Q: 3 clusters Score -5436300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5436309.000000 Penalty: 3467.115479
	Iteration 20F: 3 clusters Score -5436309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5436317.500000 Penalty: 3467.115479
	Iteration 21Q: 3 clusters Score -5436318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5436331.000000 Penalty: 3467.115479
	Iteration 22Q: 3 clusters Score -5436331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5436343.500000 Penalty: 3467.115479
	Iteration 23Q: 3 clusters Score -5436344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5436346.000000 Penalty: 3467.115479
	Iteration 24Q: 3 clusters Score -5436346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5436353.000000 Penalty: 3467.115479
	Iteration 25Q: 3 clusters Score -5436353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5436354.500000 Penalty: 3467.115479
	Iteration 26Q: 3 clusters Score -5436354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5436359.000000 Penalty: 3467.115479
	Iteration 27Q: 3 clusters Score -5436359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5436365.500000 Penalty: 3467.115479
	Iteration 28Q: 3 clusters Score -5436366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5436366.000000 Penalty: 3467.115479
	Iteration 29Q: 3 clusters Score -5436366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5436361.000000 Penalty: 3467.115479
	Iteration 30Q: 3 clusters Score -5436361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5436368.000000 Penalty: 3467.115479
	Iteration 31Q: 3 clusters Score -5436368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5436372.000000 Penalty: 3467.115479
	Iteration 32Q: 3 clusters Score -5436372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5436367.500000 Penalty: 3467.115479
	Iteration 33Q: 3 clusters Score -5436368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5436366.500000 Penalty: 3467.115479
	Iteration 34Q: 3 clusters Score -5436366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -5436374.000000 Penalty: 3467.115479
	Iteration 35Q: 3 clusters Score -5436374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5436377.000000 Penalty: 3467.115479
	Iteration 36Q: 3 clusters Score -5436377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5436381.000000 Penalty: 3467.115479
	Iteration 37Q: 3 clusters Score -5436381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5436380.000000 Penalty: 3467.115479
	Iteration 38Q: 3 clusters Score -5436380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5436376.500000 Penalty: 3467.115479
	Iteration 39Q: 3 clusters Score -5436376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5436376.500000 Penalty: 3467.115479
	Iteration 40F: 3 clusters Score -5436376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5436381.000000 Penalty: 3467.115479
	Iteration 41Q: 3 clusters Score -5436381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5436377.000000 Penalty: 3467.115479
	Iteration 42Q: 3 clusters Score -5436377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5436374.000000 Penalty: 3467.115479
	Iteration 43Q: 3 clusters Score -5436374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5436379.500000 Penalty: 3467.115479
	Iteration 44Q: 3 clusters Score -5436380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5436381.500000 Penalty: 3467.115479
	Iteration 45Q: 3 clusters Score -5436382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5436384.000000 Penalty: 3467.115479
	Iteration 46Q: 3 clusters Score -5436384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -5436382.000000 Penalty: 3467.115479
	Iteration 47Q: 3 clusters Score -5436382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5436389.500000 Penalty: 3467.115479
	Iteration 48Q: 3 clusters Score -5436390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5436401.000000 Penalty: 3467.115479
	Iteration 49Q: 3 clusters Score -5436401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5436399.500000 Penalty: 3467.115479
	Iteration 50Q: 3 clusters Score -5436400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5436411.000000 Penalty: 3467.115479
	Iteration 51Q: 3 clusters Score -5436411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5436417.000000 Penalty: 3467.115479
	Iteration 52Q: 3 clusters Score -5436417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5436413.500000 Penalty: 3467.115479
	Iteration 53Q: 3 clusters Score -5436414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5436418.000000 Penalty: 3467.115479
	Iteration 54Q: 3 clusters Score -5436418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5436417.000000 Penalty: 3467.115479
	Iteration 55Q: 3 clusters Score -5436417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5436414.000000 Penalty: 3467.115479
	Iteration 56Q: 3 clusters Score -5436414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5436414.000000 Penalty: 3467.115479
	Iteration 57F: 3 clusters Score -5436414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -365020.812500 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -365020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -362346.093750 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -362346.1 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -363346.625000 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -363346.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -363786.593750 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -363786.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -364075.281250 Penalty: 2605.517578
	Iteration 3F: 3 clusters Score -364075.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -364228.718750 Penalty: 2605.517578
	Iteration 4F: 3 clusters Score -364228.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -364331.875000 Penalty: 2605.517578
	Iteration 5Q: 3 clusters Score -364331.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -364425.250000 Penalty: 2605.517578
	Iteration 6Q: 3 clusters Score -364425.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -364520.937500 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -364520.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -364584.375000 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -364584.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -364644.281250 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -364644.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -364675.343750 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -364675.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -364696.875000 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -364696.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -364709.625000 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -364709.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -364717.312500 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -364717.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -364721.312500 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -364721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -364723.093750 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -364723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -364724.812500 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -364724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -364728.000000 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -364728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -364729.531250 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -364729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -364730.687500 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -364730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -364730.781250 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -364730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -93613.921875 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -93613.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92296.328125 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -92296.33 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92594.796875 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -92594.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92722.828125 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -92722.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92848.015625 Penalty: 2190.668945
	Iteration 3F: 3 clusters Score -92848.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93006.968750 Penalty: 2190.668945
	Iteration 4F: 3 clusters Score -93006.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -93164.179688 Penalty: 2190.668945
	Iteration 5F: 3 clusters Score -93164.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93363.804688 Penalty: 2190.668945
	Iteration 6F: 3 clusters Score -93363.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93754.601562 Penalty: 2190.668945
	Iteration 7F: 3 clusters Score -93754.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94286.617188 Penalty: 2190.668945
	Iteration 8F: 3 clusters Score -94286.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94601.523438 Penalty: 2190.668945
	Iteration 9F: 3 clusters Score -94601.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94671.148438 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -94671.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94684.492188 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -94684.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94684.492188 Penalty: 2190.668945
	Iteration 12F: 3 clusters Score -94684.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 104470 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 114785 members 
Mstep: Class 10 contains 117697 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111720 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119517 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111748 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132851 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42961 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15584 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 556 members 
Entering Unmasked Estep 
Score: -141731680.000000 Penalty: 97552.609375
Splitting cluster 38 changes total score from -141731632.000000 to -141731680.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 39 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -8115.173828 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -8115.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7401.360352 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -7401.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7686.942871 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -7686.943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7820.661133 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -7820.661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7923.098145 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -7923.098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7985.090332 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -7985.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8019.357910 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -8019.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8019.357910 Penalty: 1842.711304
	Iteration 6F: 3 clusters Score -8019.358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Entering Unmasked Estep 
Score: -1909894.250000 Penalty: 1568.775024
	Iteration 0F: 2 clusters Score -1909894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1899056.500000 Penalty: 3137.550049
	Iteration 0F: 3 clusters Score -1899056 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1903142.125000 Penalty: 3137.550049
	Iteration 1F: 3 clusters Score -1903142 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1903643.625000 Penalty: 3137.550049
	Iteration 2F: 3 clusters Score -1903644 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1904194.875000 Penalty: 3137.550049
	Iteration 3F: 3 clusters Score -1904195 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1904898.000000 Penalty: 3137.550049
	Iteration 4F: 3 clusters Score -1904898 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1905710.750000 Penalty: 3137.550049
	Iteration 5F: 3 clusters Score -1905711 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1906550.750000 Penalty: 3137.550049
	Iteration 6F: 3 clusters Score -1906551 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1907307.375000 Penalty: 3137.550049
	Iteration 7F: 3 clusters Score -1907307 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1907890.750000 Penalty: 3137.550049
	Iteration 8Q: 3 clusters Score -1907891 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1908296.500000 Penalty: 3137.550049
	Iteration 9Q: 3 clusters Score -1908296 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1908523.750000 Penalty: 3137.550049
	Iteration 10Q: 3 clusters Score -1908524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1908617.375000 Penalty: 3137.550049
	Iteration 11Q: 3 clusters Score -1908617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1908678.125000 Penalty: 3137.550049
	Iteration 12Q: 3 clusters Score -1908678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1908713.250000 Penalty: 3137.550049
	Iteration 13Q: 3 clusters Score -1908713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1908747.500000 Penalty: 3137.550049
	Iteration 14Q: 3 clusters Score -1908748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1908770.125000 Penalty: 3137.550049
	Iteration 15Q: 3 clusters Score -1908770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1908795.375000 Penalty: 3137.550049
	Iteration 16Q: 3 clusters Score -1908795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1908831.500000 Penalty: 3137.550049
	Iteration 17Q: 3 clusters Score -1908832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1908881.125000 Penalty: 3137.550049
	Iteration 18Q: 3 clusters Score -1908881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1908926.000000 Penalty: 3137.550049
	Iteration 19Q: 3 clusters Score -1908926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1908959.625000 Penalty: 3137.550049
	Iteration 20F: 3 clusters Score -1908960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1908990.250000 Penalty: 3137.550049
	Iteration 21Q: 3 clusters Score -1908990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1909015.750000 Penalty: 3137.550049
	Iteration 22Q: 3 clusters Score -1909016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1909032.625000 Penalty: 3137.550049
	Iteration 23Q: 3 clusters Score -1909033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1909042.250000 Penalty: 3137.550049
	Iteration 24Q: 3 clusters Score -1909042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1909058.500000 Penalty: 3137.550049
	Iteration 25Q: 3 clusters Score -1909058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1909060.875000 Penalty: 3137.550049
	Iteration 26Q: 3 clusters Score -1909061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1909065.000000 Penalty: 3137.550049
	Iteration 27Q: 3 clusters Score -1909065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1909070.375000 Penalty: 3137.550049
	Iteration 28Q: 3 clusters Score -1909070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1909073.625000 Penalty: 3137.550049
	Iteration 29Q: 3 clusters Score -1909074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1909072.125000 Penalty: 3137.550049
	Iteration 30Q: 3 clusters Score -1909072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1909074.500000 Penalty: 3137.550049
	Iteration 31Q: 3 clusters Score -1909074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1909078.500000 Penalty: 3137.550049
	Iteration 32Q: 3 clusters Score -1909078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1909079.000000 Penalty: 3137.550049
	Iteration 33Q: 3 clusters Score -1909079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1909081.875000 Penalty: 3137.550049
	Iteration 34Q: 3 clusters Score -1909082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1909082.125000 Penalty: 3137.550049
	Iteration 35Q: 3 clusters Score -1909082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1909083.250000 Penalty: 3137.550049
	Iteration 36Q: 3 clusters Score -1909083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1909083.750000 Penalty: 3137.550049
	Iteration 37Q: 3 clusters Score -1909084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1909083.750000 Penalty: 3137.550049
	Iteration 38F: 3 clusters Score -1909084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -28227.648438 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -28227.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27443.443359 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -27443.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27533.029297 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -27533.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27560.000000 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -27560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27571.285156 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -27571.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27574.820312 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -27574.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27575.523438 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -27575.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27575.523438 Penalty: 1809.712036
	Iteration 6F: 3 clusters Score -27575.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9427.868164 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9427.868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8940.101562 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8940.102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8991.601562 Penalty: 1486.781006
	Iteration 1F: 3 clusters Score -8991.602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9015.882812 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -9015.883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9015.882812 Penalty: 1486.781006
	Iteration 3F: 3 clusters Score -9015.883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 104470 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 114785 members 
Mstep: Class 10 contains 117697 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111720 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119517 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 111748 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 23515 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 132851 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42961 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15584 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731776.000000 Penalty: 97552.609375
Iteration 239Q: 44 clusters Score -1.417318e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 104453 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 3890 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 6335 members 
Mstep: Class 9 contains 114858 members 
Mstep: Class 10 contains 117691 members 
Mstep: Class 11 contains 50954 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111680 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 5158 members 
Mstep: Class 18 contains 119486 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 111717 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9372 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 23608 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 132839 members 
Mstep: Class 31 contains 4479 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42918 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15585 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732272.000000 Penalty: 97552.609375
Iteration 240F: 44 clusters Score -1.417323e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 104425 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 6342 members 
Mstep: Class 9 contains 114955 members 
Mstep: Class 10 contains 117643 members 
Mstep: Class 11 contains 50982 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111632 members 
Mstep: Class 15 contains 14331 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 119451 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 111686 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9367 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 16024 members 
Mstep: Class 28 contains 23700 members 
Mstep: Class 29 contains 761 members 
Mstep: Class 30 contains 132834 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42875 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15564 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732672.000000 Penalty: 97552.609375
Iteration 241Q: 44 clusters Score -1.417327e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109781 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 104402 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 6341 members 
Mstep: Class 9 contains 115031 members 
Mstep: Class 10 contains 117609 members 
Mstep: Class 11 contains 51012 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 111593 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 119416 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 20 contains 111629 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9366 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1335 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 16031 members 
Mstep: Class 28 contains 23795 members 
Mstep: Class 29 contains 757 members 
Mstep: Class 30 contains 132845 members 
Mstep: Class 31 contains 4498 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42818 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15558 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732704.000000 Penalty: 97552.609375
Iteration 242Q: 44 clusters Score -1.417327e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109787 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 104375 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3894 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6338 members 
Mstep: Class 9 contains 115133 members 
Mstep: Class 10 contains 117567 members 
Mstep: Class 11 contains 51002 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111553 members 
Mstep: Class 15 contains 14329 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119405 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 111575 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9364 members 
Mstep: Class 23 contains 295 members 
Mstep: Class 24 contains 1333 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 16032 members 
Mstep: Class 28 contains 23891 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 132856 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42759 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15555 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732896.000000 Penalty: 97552.609375
Iteration 243Q: 44 clusters Score -1.417329e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 104352 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6341 members 
Mstep: Class 9 contains 115230 members 
Mstep: Class 10 contains 117490 members 
Mstep: Class 11 contains 51020 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111498 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119413 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 111518 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9357 members 
Mstep: Class 23 contains 295 members 
Mstep: Class 24 contains 1329 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 16037 members 
Mstep: Class 28 contains 23978 members 
Mstep: Class 29 contains 750 members 
Mstep: Class 30 contains 132875 members 
Mstep: Class 31 contains 4529 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42701 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15561 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733248.000000 Penalty: 97552.609375
Iteration 244Q: 44 clusters Score -1.417332e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 104326 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6343 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 117408 members 
Mstep: Class 11 contains 51040 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111438 members 
Mstep: Class 15 contains 14337 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 119395 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 111441 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9354 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 24072 members 
Mstep: Class 29 contains 748 members 
Mstep: Class 30 contains 132907 members 
Mstep: Class 31 contains 4557 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42638 members 
Mstep: Class 37 contains 3017 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15562 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733296.000000 Penalty: 97552.609375
Iteration 245Q: 44 clusters Score -1.417333e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 104314 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6344 members 
Mstep: Class 9 contains 115438 members 
Mstep: Class 10 contains 117306 members 
Mstep: Class 11 contains 51075 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111359 members 
Mstep: Class 15 contains 14338 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 119393 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 111390 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9349 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 2161 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 16054 members 
Mstep: Class 28 contains 24186 members 
Mstep: Class 29 contains 747 members 
Mstep: Class 30 contains 132941 members 
Mstep: Class 31 contains 4575 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42564 members 
Mstep: Class 37 contains 3017 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15566 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733424.000000 Penalty: 97552.609375
Iteration 246Q: 44 clusters Score -1.417334e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109838 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 104292 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 115498 members 
Mstep: Class 10 contains 117237 members 
Mstep: Class 11 contains 51109 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111290 members 
Mstep: Class 15 contains 14340 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 119394 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 111363 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9342 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 2158 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 24284 members 
Mstep: Class 29 contains 747 members 
Mstep: Class 30 contains 132976 members 
Mstep: Class 31 contains 4587 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42491 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733568.000000 Penalty: 97552.609375
Iteration 247Q: 44 clusters Score -1.417336e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 104281 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 115546 members 
Mstep: Class 10 contains 117174 members 
Mstep: Class 11 contains 51145 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111234 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 119399 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 111317 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 2160 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 24380 members 
Mstep: Class 29 contains 747 members 
Mstep: Class 30 contains 133000 members 
Mstep: Class 31 contains 4595 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 512 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42429 members 
Mstep: Class 37 contains 3017 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733392.000000 Penalty: 97552.609375
Iteration 248Q: 44 clusters Score -1.417334e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 104269 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 115584 members 
Mstep: Class 10 contains 117129 members 
Mstep: Class 11 contains 51175 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111194 members 
Mstep: Class 15 contains 14353 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 119374 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 111286 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 2158 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16071 members 
Mstep: Class 28 contains 24484 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133032 members 
Mstep: Class 31 contains 4603 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 513 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42358 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15569 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733536.000000 Penalty: 97552.609375
Iteration 249Q: 44 clusters Score -1.417335e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 104251 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 115634 members 
Mstep: Class 10 contains 117085 members 
Mstep: Class 11 contains 51195 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111133 members 
Mstep: Class 15 contains 14351 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5149 members 
Mstep: Class 18 contains 119348 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 111253 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9331 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 24601 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133063 members 
Mstep: Class 31 contains 4612 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 513 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42285 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15573 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733728.000000 Penalty: 97552.609375
Iteration 250Q: 44 clusters Score -1.417337e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109883 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 104239 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 115664 members 
Mstep: Class 10 contains 117089 members 
Mstep: Class 11 contains 51224 members 
Mstep: Class 12 contains 2141 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 111054 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5149 members 
Mstep: Class 18 contains 119331 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 111209 members 
Mstep: Class 21 contains 189 members 
Mstep: Class 22 contains 9324 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 24699 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133083 members 
Mstep: Class 31 contains 4618 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42222 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15575 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733808.000000 Penalty: 97552.609375
Iteration 251Q: 44 clusters Score -1.417338e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 104227 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 115667 members 
Mstep: Class 10 contains 117093 members 
Mstep: Class 11 contains 51245 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110988 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 119333 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 111174 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9320 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1317 members 
Mstep: Class 25 contains 2157 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16080 members 
Mstep: Class 28 contains 24798 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133094 members 
Mstep: Class 31 contains 4619 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42163 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15574 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733744.000000 Penalty: 97552.609375
Iteration 252Q: 44 clusters Score -1.417337e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 104211 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 115683 members 
Mstep: Class 10 contains 117095 members 
Mstep: Class 11 contains 51262 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110902 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119349 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 111135 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9318 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1315 members 
Mstep: Class 25 contains 2161 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 24880 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133102 members 
Mstep: Class 31 contains 4621 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42127 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15573 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733984.000000 Penalty: 97552.609375
Iteration 253Q: 44 clusters Score -1.41734e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 104193 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 115692 members 
Mstep: Class 10 contains 117100 members 
Mstep: Class 11 contains 51285 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110833 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119359 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 111071 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9314 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 24977 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133140 members 
Mstep: Class 31 contains 4625 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42086 members 
Mstep: Class 37 contains 3019 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15570 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733920.000000 Penalty: 97552.609375
Iteration 254Q: 44 clusters Score -1.417339e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 104181 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 115714 members 
Mstep: Class 10 contains 117100 members 
Mstep: Class 11 contains 51303 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110777 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 119343 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 111007 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9307 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1311 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 25095 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133163 members 
Mstep: Class 31 contains 4629 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 42036 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15565 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734032.000000 Penalty: 97552.609375
Iteration 255Q: 44 clusters Score -1.41734e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 10562 members 
Mstep: Class 3 contains 104159 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 115705 members 
Mstep: Class 10 contains 117127 members 
Mstep: Class 11 contains 51319 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110725 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 119342 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 110910 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9301 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1308 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 25218 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133196 members 
Mstep: Class 31 contains 4634 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41994 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15560 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734304.000000 Penalty: 97552.609375
Iteration 256Q: 44 clusters Score -1.417343e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109986 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 104138 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3946 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6325 members 
Mstep: Class 9 contains 115736 members 
Mstep: Class 10 contains 117150 members 
Mstep: Class 11 contains 51335 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110660 members 
Mstep: Class 15 contains 14369 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 119344 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 110835 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9297 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1308 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 25336 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133214 members 
Mstep: Class 31 contains 4636 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41925 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15558 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734576.000000 Penalty: 97552.609375
Iteration 257Q: 44 clusters Score -1.417346e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 104108 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 115761 members 
Mstep: Class 10 contains 117167 members 
Mstep: Class 11 contains 51345 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110605 members 
Mstep: Class 15 contains 14369 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 119332 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 110754 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9290 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1307 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16099 members 
Mstep: Class 28 contains 25474 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133234 members 
Mstep: Class 31 contains 4640 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41847 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15559 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734736.000000 Penalty: 97552.609375
Iteration 258Q: 44 clusters Score -1.417347e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 104093 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6335 members 
Mstep: Class 9 contains 115800 members 
Mstep: Class 10 contains 117171 members 
Mstep: Class 11 contains 51364 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110530 members 
Mstep: Class 15 contains 14368 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 119323 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 110674 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1307 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16110 members 
Mstep: Class 28 contains 25614 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133267 members 
Mstep: Class 31 contains 4642 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41763 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15561 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735040.000000 Penalty: 97552.609375
Iteration 259Q: 44 clusters Score -1.41735e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 104067 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 115850 members 
Mstep: Class 10 contains 117221 members 
Mstep: Class 11 contains 51379 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110443 members 
Mstep: Class 15 contains 14368 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 119329 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 110592 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1306 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16117 members 
Mstep: Class 28 contains 25742 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133284 members 
Mstep: Class 31 contains 4644 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41679 members 
Mstep: Class 37 contains 3017 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15563 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735024.000000 Penalty: 97552.609375
Iteration 260F: 44 clusters Score -1.41735e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 104050 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6341 members 
Mstep: Class 9 contains 115860 members 
Mstep: Class 10 contains 117273 members 
Mstep: Class 11 contains 51393 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110343 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 119343 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110514 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1305 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16122 members 
Mstep: Class 28 contains 25903 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133275 members 
Mstep: Class 31 contains 4646 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41623 members 
Mstep: Class 37 contains 3016 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15556 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735168.000000 Penalty: 97552.609375
Iteration 261Q: 44 clusters Score -1.417352e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 10573 members 
Mstep: Class 3 contains 104037 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 115868 members 
Mstep: Class 10 contains 117280 members 
Mstep: Class 11 contains 51408 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110255 members 
Mstep: Class 15 contains 14375 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119342 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110427 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1305 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16121 members 
Mstep: Class 28 contains 26081 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133287 members 
Mstep: Class 31 contains 4650 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41569 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15559 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735328.000000 Penalty: 97552.609375
Iteration 262Q: 44 clusters Score -1.417353e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 10575 members 
Mstep: Class 3 contains 104017 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 115882 members 
Mstep: Class 10 contains 117285 members 
Mstep: Class 11 contains 51437 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110171 members 
Mstep: Class 15 contains 14376 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119335 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110354 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1303 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16111 members 
Mstep: Class 28 contains 26244 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133307 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41520 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735520.000000 Penalty: 97552.609375
Iteration 263Q: 44 clusters Score -1.417355e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 103989 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 115913 members 
Mstep: Class 10 contains 117295 members 
Mstep: Class 11 contains 51460 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 110088 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 119317 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110298 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16107 members 
Mstep: Class 28 contains 26411 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133315 members 
Mstep: Class 31 contains 4658 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41461 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735648.000000 Penalty: 97552.609375
Iteration 264Q: 44 clusters Score -1.417356e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 103971 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 115955 members 
Mstep: Class 10 contains 117312 members 
Mstep: Class 11 contains 51483 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109999 members 
Mstep: Class 15 contains 14385 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 119312 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110236 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1300 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 26566 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133326 members 
Mstep: Class 31 contains 4658 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41398 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15553 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735728.000000 Penalty: 97552.609375
Iteration 265Q: 44 clusters Score -1.417357e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109966 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 103964 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6320 members 
Mstep: Class 9 contains 115986 members 
Mstep: Class 10 contains 117316 members 
Mstep: Class 11 contains 51489 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 119335 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110175 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1296 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16098 members 
Mstep: Class 28 contains 26710 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133354 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41344 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15557 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736048.000000 Penalty: 97552.609375
Iteration 266Q: 44 clusters Score -1.41736e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 103944 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6314 members 
Mstep: Class 9 contains 116010 members 
Mstep: Class 10 contains 117294 members 
Mstep: Class 11 contains 51494 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109854 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 119345 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110158 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1293 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 26867 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133366 members 
Mstep: Class 31 contains 4661 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41286 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15554 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736080.000000 Penalty: 97552.609375
Iteration 267Q: 44 clusters Score -1.417361e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109956 members 
Mstep: Class 2 contains 10573 members 
Mstep: Class 3 contains 103923 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6312 members 
Mstep: Class 9 contains 116007 members 
Mstep: Class 10 contains 117249 members 
Mstep: Class 11 contains 51498 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109790 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 119343 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110157 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1288 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 27031 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133385 members 
Mstep: Class 31 contains 4662 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41231 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15553 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736192.000000 Penalty: 97552.609375
Iteration 268Q: 44 clusters Score -1.417362e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 10576 members 
Mstep: Class 3 contains 103898 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6309 members 
Mstep: Class 9 contains 115986 members 
Mstep: Class 10 contains 117246 members 
Mstep: Class 11 contains 51492 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109703 members 
Mstep: Class 15 contains 14374 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 119332 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110109 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1287 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 27220 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133427 members 
Mstep: Class 31 contains 4666 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41181 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15547 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736480.000000 Penalty: 97552.609375
Iteration 269Q: 44 clusters Score -1.417365e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109990 members 
Mstep: Class 2 contains 10572 members 
Mstep: Class 3 contains 103891 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6312 members 
Mstep: Class 9 contains 115953 members 
Mstep: Class 10 contains 117255 members 
Mstep: Class 11 contains 51508 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109621 members 
Mstep: Class 15 contains 14374 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 119333 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 110045 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1287 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 27386 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133477 members 
Mstep: Class 31 contains 4667 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41125 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15541 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736704.000000 Penalty: 97552.609375
Iteration 270Q: 44 clusters Score -1.417367e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 103877 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6312 members 
Mstep: Class 9 contains 115963 members 
Mstep: Class 10 contains 117289 members 
Mstep: Class 11 contains 51509 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109529 members 
Mstep: Class 15 contains 14372 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 119331 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109974 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1287 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 27543 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133505 members 
Mstep: Class 31 contains 4668 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41097 members 
Mstep: Class 37 contains 3019 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15534 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737104.000000 Penalty: 97552.609375
Iteration 271Q: 44 clusters Score -1.417371e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 103862 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6313 members 
Mstep: Class 9 contains 115969 members 
Mstep: Class 10 contains 117298 members 
Mstep: Class 11 contains 51510 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109426 members 
Mstep: Class 15 contains 14375 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 119311 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109921 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16076 members 
Mstep: Class 28 contains 27705 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 133542 members 
Mstep: Class 31 contains 4670 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41069 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15530 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737376.000000 Penalty: 97552.609375
Iteration 272Q: 44 clusters Score -1.417374e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 103848 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6305 members 
Mstep: Class 9 contains 115973 members 
Mstep: Class 10 contains 117323 members 
Mstep: Class 11 contains 51513 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109336 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 119279 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109863 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9264 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1285 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16081 members 
Mstep: Class 28 contains 27872 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133581 members 
Mstep: Class 31 contains 4671 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41039 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15529 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737696.000000 Penalty: 97552.609375
Iteration 273Q: 44 clusters Score -1.417377e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 103823 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 115964 members 
Mstep: Class 10 contains 117335 members 
Mstep: Class 11 contains 51531 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109230 members 
Mstep: Class 15 contains 14371 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 119241 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109816 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 28048 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133627 members 
Mstep: Class 31 contains 4672 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41004 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15525 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737376.000000 Penalty: 97552.609375
Iteration 274Q: 44 clusters Score -1.417374e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 103814 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 116004 members 
Mstep: Class 10 contains 117330 members 
Mstep: Class 11 contains 51556 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109108 members 
Mstep: Class 15 contains 14366 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 119199 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109773 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9274 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16071 members 
Mstep: Class 28 contains 28222 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133662 members 
Mstep: Class 31 contains 4672 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40954 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15526 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737568.000000 Penalty: 97552.609375
Iteration 275Q: 44 clusters Score -1.417376e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 103786 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 116024 members 
Mstep: Class 10 contains 117323 members 
Mstep: Class 11 contains 51588 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 109008 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119163 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109716 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1276 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 28402 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133719 members 
Mstep: Class 31 contains 4673 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40890 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15527 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737744.000000 Penalty: 97552.609375
Iteration 276Q: 44 clusters Score -1.417377e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 103764 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 116113 members 
Mstep: Class 10 contains 117329 members 
Mstep: Class 11 contains 51618 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108883 members 
Mstep: Class 15 contains 14351 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 119104 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109642 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9285 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1273 members 
Mstep: Class 25 contains 2161 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16071 members 
Mstep: Class 28 contains 28587 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133747 members 
Mstep: Class 31 contains 4675 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40832 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15527 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737920.000000 Penalty: 97552.609375
Iteration 277Q: 44 clusters Score -1.417379e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 103727 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 116174 members 
Mstep: Class 10 contains 117339 members 
Mstep: Class 11 contains 51646 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108773 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5164 members 
Mstep: Class 18 contains 119064 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109567 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9290 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1270 members 
Mstep: Class 25 contains 2160 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133788 members 
Mstep: Class 31 contains 4680 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40782 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15525 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738336.000000 Penalty: 97552.609375
Iteration 278Q: 44 clusters Score -1.417383e+08 nChanged 1397
Entering ConstructFrom: 
Score: -141738336.000000 Penalty: 97552.609375
Entering ConstructFrom: 
Trying to split cluster 1 (110006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Entering Unmasked Estep 
Score: -13834554.000000 Penalty: 1886.347046
	Iteration 0F: 2 clusters Score -1.383455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -13762544.000000 Penalty: 3772.694092
	Iteration 0F: 3 clusters Score -1.376254e+07 nChanged 53104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -13793234.000000 Penalty: 3772.694092
	Iteration 1F: 3 clusters Score -1.379323e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -13794615.000000 Penalty: 3772.694092
	Iteration 2Q: 3 clusters Score -1.379462e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -13796818.000000 Penalty: 3772.694092
	Iteration 3Q: 3 clusters Score -1.379682e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -13800162.000000 Penalty: 3772.694092
	Iteration 4F: 3 clusters Score -1.380016e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -13805110.000000 Penalty: 3772.694092
	Iteration 5F: 3 clusters Score -1.380511e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -13810688.000000 Penalty: 3772.694092
	Iteration 6F: 3 clusters Score -1.381069e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -13815534.000000 Penalty: 3772.694092
	Iteration 7F: 3 clusters Score -1.381553e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -13819317.000000 Penalty: 3772.694092
	Iteration 8F: 3 clusters Score -1.381932e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -13822229.000000 Penalty: 3772.694092
	Iteration 9Q: 3 clusters Score -1.382223e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -13824737.000000 Penalty: 3772.694092
	Iteration 10Q: 3 clusters Score -1.382474e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -13826633.000000 Penalty: 3772.694092
	Iteration 11Q: 3 clusters Score -1.382663e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -13828046.000000 Penalty: 3772.694092
	Iteration 12Q: 3 clusters Score -1.382805e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -13829092.000000 Penalty: 3772.694092
	Iteration 13Q: 3 clusters Score -1.382909e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -13829786.000000 Penalty: 3772.694092
	Iteration 14Q: 3 clusters Score -1.382979e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -13830236.000000 Penalty: 3772.694092
	Iteration 15Q: 3 clusters Score -1.383024e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -13830597.000000 Penalty: 3772.694092
	Iteration 16Q: 3 clusters Score -1.38306e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -13830884.000000 Penalty: 3772.694092
	Iteration 17Q: 3 clusters Score -1.383088e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 100177 members 
Entering Unmasked Estep 
Score: -13831189.000000 Penalty: 3772.694092
	Iteration 18Q: 3 clusters Score -1.383119e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -13831425.000000 Penalty: 3772.694092
	Iteration 19Q: 3 clusters Score -1.383142e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -13831609.000000 Penalty: 3772.694092
	Iteration 20F: 3 clusters Score -1.383161e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -13831743.000000 Penalty: 3772.694092
	Iteration 21Q: 3 clusters Score -1.383174e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -13831928.000000 Penalty: 3772.694092
	Iteration 22Q: 3 clusters Score -1.383193e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -13832125.000000 Penalty: 3772.694092
	Iteration 23Q: 3 clusters Score -1.383212e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -13832313.000000 Penalty: 3772.694092
	Iteration 24Q: 3 clusters Score -1.383231e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -13832428.000000 Penalty: 3772.694092
	Iteration 25Q: 3 clusters Score -1.383243e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 104335 members 
Entering Unmasked Estep 
Score: -13832456.000000 Penalty: 3772.694092
	Iteration 26Q: 3 clusters Score -1.383246e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 104765 members 
Entering Unmasked Estep 
Score: -13832592.000000 Penalty: 3772.694092
	Iteration 27Q: 3 clusters Score -1.383259e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -13832637.000000 Penalty: 3772.694092
	Iteration 28Q: 3 clusters Score -1.383264e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 105521 members 
Entering Unmasked Estep 
Score: -13832738.000000 Penalty: 3772.694092
	Iteration 29Q: 3 clusters Score -1.383274e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -13832793.000000 Penalty: 3772.694092
	Iteration 30Q: 3 clusters Score -1.383279e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -13832883.000000 Penalty: 3772.694092
	Iteration 31Q: 3 clusters Score -1.383288e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -13832985.000000 Penalty: 3772.694092
	Iteration 32Q: 3 clusters Score -1.383298e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 106716 members 
Entering Unmasked Estep 
Score: -13833060.000000 Penalty: 3772.694092
	Iteration 33Q: 3 clusters Score -1.383306e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -13833069.000000 Penalty: 3772.694092
	Iteration 34Q: 3 clusters Score -1.383307e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -13833109.000000 Penalty: 3772.694092
	Iteration 35Q: 3 clusters Score -1.383311e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 107263 members 
Entering Unmasked Estep 
Score: -13833153.000000 Penalty: 3772.694092
	Iteration 36Q: 3 clusters Score -1.383315e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -13833175.000000 Penalty: 3772.694092
	Iteration 37Q: 3 clusters Score -1.383318e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -13833211.000000 Penalty: 3772.694092
	Iteration 38Q: 3 clusters Score -1.383321e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -13833233.000000 Penalty: 3772.694092
	Iteration 39Q: 3 clusters Score -1.383323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -13833239.000000 Penalty: 3772.694092
	Iteration 40F: 3 clusters Score -1.383324e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -13833245.000000 Penalty: 3772.694092
	Iteration 41Q: 3 clusters Score -1.383324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -13833252.000000 Penalty: 3772.694092
	Iteration 42Q: 3 clusters Score -1.383325e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -13833278.000000 Penalty: 3772.694092
	Iteration 43Q: 3 clusters Score -1.383328e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -13833298.000000 Penalty: 3772.694092
	Iteration 44Q: 3 clusters Score -1.38333e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -13833297.000000 Penalty: 3772.694092
	Iteration 45Q: 3 clusters Score -1.38333e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -13833285.000000 Penalty: 3772.694092
	Iteration 46Q: 3 clusters Score -1.383328e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -13833284.000000 Penalty: 3772.694092
	Iteration 47Q: 3 clusters Score -1.383328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 108079 members 
Entering Unmasked Estep 
Score: -13833314.000000 Penalty: 3772.694092
	Iteration 48Q: 3 clusters Score -1.383331e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -13833325.000000 Penalty: 3772.694092
	Iteration 49Q: 3 clusters Score -1.383332e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -13833326.000000 Penalty: 3772.694092
	Iteration 50Q: 3 clusters Score -1.383333e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 108192 members 
Entering Unmasked Estep 
Score: -13833331.000000 Penalty: 3772.694092
	Iteration 51Q: 3 clusters Score -1.383333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -13833310.000000 Penalty: 3772.694092
	Iteration 52Q: 3 clusters Score -1.383331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -13833330.000000 Penalty: 3772.694092
	Iteration 53Q: 3 clusters Score -1.383333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -13833343.000000 Penalty: 3772.694092
	Iteration 54Q: 3 clusters Score -1.383334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -13833352.000000 Penalty: 3772.694092
	Iteration 55Q: 3 clusters Score -1.383335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -13833357.000000 Penalty: 3772.694092
	Iteration 56Q: 3 clusters Score -1.383336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -13833356.000000 Penalty: 3772.694092
	Iteration 57Q: 3 clusters Score -1.383336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 108317 members 
Entering Unmasked Estep 
Score: -13833354.000000 Penalty: 3772.694092
	Iteration 58Q: 3 clusters Score -1.383335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -13833347.000000 Penalty: 3772.694092
	Iteration 59Q: 3 clusters Score -1.383335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 108330 members 
Entering Unmasked Estep 
Score: -13833355.000000 Penalty: 3772.694092
	Iteration 60F: 3 clusters Score -1.383336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -13833354.000000 Penalty: 3772.694092
	Iteration 61Q: 3 clusters Score -1.383335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -13833358.000000 Penalty: 3772.694092
	Iteration 62Q: 3 clusters Score -1.383336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -13833352.000000 Penalty: 3772.694092
	Iteration 63Q: 3 clusters Score -1.383335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -13833344.000000 Penalty: 3772.694092
	Iteration 64Q: 3 clusters Score -1.383334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -13833344.000000 Penalty: 3772.694092
	Iteration 65F: 3 clusters Score -1.383334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Entering Unmasked Estep 
Score: -1215894.000000 Penalty: 1505.673096
	Iteration 0F: 2 clusters Score -1215894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1208422.750000 Penalty: 3011.346191
	Iteration 0F: 3 clusters Score -1208423 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1211317.000000 Penalty: 3011.346191
	Iteration 1F: 3 clusters Score -1211317 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1212098.250000 Penalty: 3011.346191
	Iteration 2F: 3 clusters Score -1212098 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1212689.625000 Penalty: 3011.346191
	Iteration 3F: 3 clusters Score -1212690 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1213127.625000 Penalty: 3011.346191
	Iteration 4F: 3 clusters Score -1213128 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1213406.875000 Penalty: 3011.346191
	Iteration 5F: 3 clusters Score -1213407 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1213547.875000 Penalty: 3011.346191
	Iteration 6Q: 3 clusters Score -1213548 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1213630.125000 Penalty: 3011.346191
	Iteration 7Q: 3 clusters Score -1213630 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1213689.750000 Penalty: 3011.346191
	Iteration 8Q: 3 clusters Score -1213690 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1213728.375000 Penalty: 3011.346191
	Iteration 9Q: 3 clusters Score -1213728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1213764.625000 Penalty: 3011.346191
	Iteration 10Q: 3 clusters Score -1213765 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1213801.500000 Penalty: 3011.346191
	Iteration 11Q: 3 clusters Score -1213802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1213836.000000 Penalty: 3011.346191
	Iteration 12Q: 3 clusters Score -1213836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1213869.125000 Penalty: 3011.346191
	Iteration 13Q: 3 clusters Score -1213869 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1213901.500000 Penalty: 3011.346191
	Iteration 14Q: 3 clusters Score -1213902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1213934.375000 Penalty: 3011.346191
	Iteration 15Q: 3 clusters Score -1213934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1213962.250000 Penalty: 3011.346191
	Iteration 16Q: 3 clusters Score -1213962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1213983.500000 Penalty: 3011.346191
	Iteration 17Q: 3 clusters Score -1213984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1213995.875000 Penalty: 3011.346191
	Iteration 18Q: 3 clusters Score -1213996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1214008.125000 Penalty: 3011.346191
	Iteration 19Q: 3 clusters Score -1214008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1214016.750000 Penalty: 3011.346191
	Iteration 20F: 3 clusters Score -1214017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1214024.875000 Penalty: 3011.346191
	Iteration 21Q: 3 clusters Score -1214025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1214031.250000 Penalty: 3011.346191
	Iteration 22Q: 3 clusters Score -1214031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1214047.875000 Penalty: 3011.346191
	Iteration 23Q: 3 clusters Score -1214048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1214065.125000 Penalty: 3011.346191
	Iteration 24Q: 3 clusters Score -1214065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1214075.750000 Penalty: 3011.346191
	Iteration 25Q: 3 clusters Score -1214076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1214089.125000 Penalty: 3011.346191
	Iteration 26Q: 3 clusters Score -1214089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1214101.375000 Penalty: 3011.346191
	Iteration 27Q: 3 clusters Score -1214101 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1214115.375000 Penalty: 3011.346191
	Iteration 28Q: 3 clusters Score -1214115 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1214133.625000 Penalty: 3011.346191
	Iteration 29Q: 3 clusters Score -1214134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1214159.750000 Penalty: 3011.346191
	Iteration 30Q: 3 clusters Score -1214160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1214187.000000 Penalty: 3011.346191
	Iteration 31Q: 3 clusters Score -1214187 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1214212.250000 Penalty: 3011.346191
	Iteration 32Q: 3 clusters Score -1214212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1214238.500000 Penalty: 3011.346191
	Iteration 33Q: 3 clusters Score -1214238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1214269.375000 Penalty: 3011.346191
	Iteration 34Q: 3 clusters Score -1214269 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1214303.500000 Penalty: 3011.346191
	Iteration 35Q: 3 clusters Score -1214304 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1214339.375000 Penalty: 3011.346191
	Iteration 36Q: 3 clusters Score -1214339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1214370.625000 Penalty: 3011.346191
	Iteration 37Q: 3 clusters Score -1214371 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1214405.875000 Penalty: 3011.346191
	Iteration 38Q: 3 clusters Score -1214406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1214445.125000 Penalty: 3011.346191
	Iteration 39Q: 3 clusters Score -1214445 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1214489.375000 Penalty: 3011.346191
	Iteration 40F: 3 clusters Score -1214489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1214534.125000 Penalty: 3011.346191
	Iteration 41Q: 3 clusters Score -1214534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1214586.000000 Penalty: 3011.346191
	Iteration 42Q: 3 clusters Score -1214586 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1214631.000000 Penalty: 3011.346191
	Iteration 43Q: 3 clusters Score -1214631 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1214673.500000 Penalty: 3011.346191
	Iteration 44Q: 3 clusters Score -1214674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1214723.000000 Penalty: 3011.346191
	Iteration 45Q: 3 clusters Score -1214723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1214762.875000 Penalty: 3011.346191
	Iteration 46Q: 3 clusters Score -1214763 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1214808.000000 Penalty: 3011.346191
	Iteration 47Q: 3 clusters Score -1214808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1214854.750000 Penalty: 3011.346191
	Iteration 48Q: 3 clusters Score -1214855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1214899.250000 Penalty: 3011.346191
	Iteration 49Q: 3 clusters Score -1214899 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1214950.250000 Penalty: 3011.346191
	Iteration 50Q: 3 clusters Score -1214950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1214995.875000 Penalty: 3011.346191
	Iteration 51Q: 3 clusters Score -1214996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1215035.000000 Penalty: 3011.346191
	Iteration 52Q: 3 clusters Score -1215035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1215076.750000 Penalty: 3011.346191
	Iteration 53Q: 3 clusters Score -1215077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1215142.625000 Penalty: 3011.346191
	Iteration 54Q: 3 clusters Score -1215143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1215216.625000 Penalty: 3011.346191
	Iteration 55Q: 3 clusters Score -1215217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1215305.875000 Penalty: 3011.346191
	Iteration 56Q: 3 clusters Score -1215306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1215399.500000 Penalty: 3011.346191
	Iteration 57Q: 3 clusters Score -1215400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1215448.750000 Penalty: 3011.346191
	Iteration 58Q: 3 clusters Score -1215449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1215471.875000 Penalty: 3011.346191
	Iteration 59Q: 3 clusters Score -1215472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1215487.250000 Penalty: 3011.346191
	Iteration 60F: 3 clusters Score -1215487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1215494.625000 Penalty: 3011.346191
	Iteration 61Q: 3 clusters Score -1215495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1215503.250000 Penalty: 3011.346191
	Iteration 62Q: 3 clusters Score -1215503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1215510.750000 Penalty: 3011.346191
	Iteration 63Q: 3 clusters Score -1215511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1215515.000000 Penalty: 3011.346191
	Iteration 64Q: 3 clusters Score -1215515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1215515.500000 Penalty: 3011.346191
	Iteration 65Q: 3 clusters Score -1215516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1215517.125000 Penalty: 3011.346191
	Iteration 66Q: 3 clusters Score -1215517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1215515.500000 Penalty: 3011.346191
	Iteration 67Q: 3 clusters Score -1215516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1215518.750000 Penalty: 3011.346191
	Iteration 68Q: 3 clusters Score -1215519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1215519.000000 Penalty: 3011.346191
	Iteration 69Q: 3 clusters Score -1215519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1215519.625000 Penalty: 3011.346191
	Iteration 70Q: 3 clusters Score -1215520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1215520.375000 Penalty: 3011.346191
	Iteration 71Q: 3 clusters Score -1215520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1215520.625000 Penalty: 3011.346191
	Iteration 72Q: 3 clusters Score -1215521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1215519.750000 Penalty: 3011.346191
	Iteration 73Q: 3 clusters Score -1215520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1215521.875000 Penalty: 3011.346191
	Iteration 74Q: 3 clusters Score -1215522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1215523.375000 Penalty: 3011.346191
	Iteration 75Q: 3 clusters Score -1215523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1215522.250000 Penalty: 3011.346191
	Iteration 76Q: 3 clusters Score -1215522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1215522.750000 Penalty: 3011.346191
	Iteration 77Q: 3 clusters Score -1215523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1215522.750000 Penalty: 3011.346191
	Iteration 78F: 3 clusters Score -1215523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Entering Unmasked Estep 
Score: -12805157.000000 Penalty: 1876.765259
	Iteration 0F: 2 clusters Score -1.280516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -12737624.000000 Penalty: 3753.530518
	Iteration 0F: 3 clusters Score -1.273762e+07 nChanged 49609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -12767115.000000 Penalty: 3753.530518
	Iteration 1F: 3 clusters Score -1.276712e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -12768952.000000 Penalty: 3753.530518
	Iteration 2Q: 3 clusters Score -1.276895e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -12771913.000000 Penalty: 3753.530518
	Iteration 3F: 3 clusters Score -1.277191e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -12776693.000000 Penalty: 3753.530518
	Iteration 4F: 3 clusters Score -1.277669e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -12783153.000000 Penalty: 3753.530518
	Iteration 5F: 3 clusters Score -1.278315e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -12790471.000000 Penalty: 3753.530518
	Iteration 6F: 3 clusters Score -1.279047e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -12796624.000000 Penalty: 3753.530518
	Iteration 7F: 3 clusters Score -1.279662e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -12800425.000000 Penalty: 3753.530518
	Iteration 8Q: 3 clusters Score -1.280042e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -12802278.000000 Penalty: 3753.530518
	Iteration 9Q: 3 clusters Score -1.280228e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -12803236.000000 Penalty: 3753.530518
	Iteration 10Q: 3 clusters Score -1.280324e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -12803738.000000 Penalty: 3753.530518
	Iteration 11Q: 3 clusters Score -1.280374e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -12804125.000000 Penalty: 3753.530518
	Iteration 12Q: 3 clusters Score -1.280412e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -12804324.000000 Penalty: 3753.530518
	Iteration 13Q: 3 clusters Score -1.280432e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -12804446.000000 Penalty: 3753.530518
	Iteration 14Q: 3 clusters Score -1.280445e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -12804525.000000 Penalty: 3753.530518
	Iteration 15Q: 3 clusters Score -1.280452e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -12804674.000000 Penalty: 3753.530518
	Iteration 16Q: 3 clusters Score -1.280467e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -12804707.000000 Penalty: 3753.530518
	Iteration 17Q: 3 clusters Score -1.280471e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -12804742.000000 Penalty: 3753.530518
	Iteration 18Q: 3 clusters Score -1.280474e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -12804768.000000 Penalty: 3753.530518
	Iteration 19Q: 3 clusters Score -1.280477e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -12804802.000000 Penalty: 3753.530518
	Iteration 20F: 3 clusters Score -1.28048e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -12804774.000000 Penalty: 3753.530518
	Iteration 21Q: 3 clusters Score -1.280477e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -12804794.000000 Penalty: 3753.530518
	Iteration 22Q: 3 clusters Score -1.280479e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -12804825.000000 Penalty: 3753.530518
	Iteration 23Q: 3 clusters Score -1.280482e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -12804892.000000 Penalty: 3753.530518
	Iteration 24Q: 3 clusters Score -1.280489e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -12804889.000000 Penalty: 3753.530518
	Iteration 25Q: 3 clusters Score -1.280489e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -12804929.000000 Penalty: 3753.530518
	Iteration 26Q: 3 clusters Score -1.280493e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -12804941.000000 Penalty: 3753.530518
	Iteration 27Q: 3 clusters Score -1.280494e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -12804975.000000 Penalty: 3753.530518
	Iteration 28Q: 3 clusters Score -1.280498e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -12804987.000000 Penalty: 3753.530518
	Iteration 29Q: 3 clusters Score -1.280499e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -12804978.000000 Penalty: 3753.530518
	Iteration 30Q: 3 clusters Score -1.280498e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -12804964.000000 Penalty: 3753.530518
	Iteration 31Q: 3 clusters Score -1.280496e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -12804933.000000 Penalty: 3753.530518
	Iteration 32Q: 3 clusters Score -1.280493e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -12804941.000000 Penalty: 3753.530518
	Iteration 33Q: 3 clusters Score -1.280494e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -12804960.000000 Penalty: 3753.530518
	Iteration 34Q: 3 clusters Score -1.280496e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -12804977.000000 Penalty: 3753.530518
	Iteration 35Q: 3 clusters Score -1.280498e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 86433 members 
Entering Unmasked Estep 
Score: -12804987.000000 Penalty: 3753.530518
	Iteration 36Q: 3 clusters Score -1.280499e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -12804986.000000 Penalty: 3753.530518
	Iteration 37Q: 3 clusters Score -1.280499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -12804991.000000 Penalty: 3753.530518
	Iteration 38Q: 3 clusters Score -1.280499e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -12804969.000000 Penalty: 3753.530518
	Iteration 39Q: 3 clusters Score -1.280497e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -12804994.000000 Penalty: 3753.530518
	Iteration 40F: 3 clusters Score -1.280499e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -12804971.000000 Penalty: 3753.530518
	Iteration 41Q: 3 clusters Score -1.280497e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -12805004.000000 Penalty: 3753.530518
	Iteration 42Q: 3 clusters Score -1.2805e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -12804983.000000 Penalty: 3753.530518
	Iteration 43Q: 3 clusters Score -1.280498e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -12804991.000000 Penalty: 3753.530518
	Iteration 44Q: 3 clusters Score -1.280499e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -12805017.000000 Penalty: 3753.530518
	Iteration 45Q: 3 clusters Score -1.280502e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -12805007.000000 Penalty: 3753.530518
	Iteration 46Q: 3 clusters Score -1.280501e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -12805003.000000 Penalty: 3753.530518
	Iteration 47Q: 3 clusters Score -1.2805e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -12805006.000000 Penalty: 3753.530518
	Iteration 48Q: 3 clusters Score -1.280501e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -12805007.000000 Penalty: 3753.530518
	Iteration 49Q: 3 clusters Score -1.280501e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -12804999.000000 Penalty: 3753.530518
	Iteration 50Q: 3 clusters Score -1.2805e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -12805013.000000 Penalty: 3753.530518
	Iteration 51Q: 3 clusters Score -1.280501e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -12805018.000000 Penalty: 3753.530518
	Iteration 52Q: 3 clusters Score -1.280502e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -12805021.000000 Penalty: 3753.530518
	Iteration 53Q: 3 clusters Score -1.280502e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -12805014.000000 Penalty: 3753.530518
	Iteration 54Q: 3 clusters Score -1.280501e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -12805006.000000 Penalty: 3753.530518
	Iteration 55Q: 3 clusters Score -1.280501e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 88199 members 
Entering Unmasked Estep 
Score: -12805009.000000 Penalty: 3753.530518
	Iteration 56Q: 3 clusters Score -1.280501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -12804991.000000 Penalty: 3753.530518
	Iteration 57Q: 3 clusters Score -1.280499e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -12805004.000000 Penalty: 3753.530518
	Iteration 58Q: 3 clusters Score -1.2805e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -12805020.000000 Penalty: 3753.530518
	Iteration 59Q: 3 clusters Score -1.280502e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -12805027.000000 Penalty: 3753.530518
	Iteration 60F: 3 clusters Score -1.280503e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -12805060.000000 Penalty: 3753.530518
	Iteration 61Q: 3 clusters Score -1.280506e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -12805057.000000 Penalty: 3753.530518
	Iteration 62Q: 3 clusters Score -1.280506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -12805063.000000 Penalty: 3753.530518
	Iteration 63Q: 3 clusters Score -1.280506e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -12805049.000000 Penalty: 3753.530518
	Iteration 64Q: 3 clusters Score -1.280505e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -12805050.000000 Penalty: 3753.530518
	Iteration 65Q: 3 clusters Score -1.280505e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -12805038.000000 Penalty: 3753.530518
	Iteration 66Q: 3 clusters Score -1.280504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 88895 members 
Entering Unmasked Estep 
Score: -12805066.000000 Penalty: 3753.530518
	Iteration 67Q: 3 clusters Score -1.280507e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -12805033.000000 Penalty: 3753.530518
	Iteration 68Q: 3 clusters Score -1.280503e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -12805042.000000 Penalty: 3753.530518
	Iteration 69Q: 3 clusters Score -1.280504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -12805030.000000 Penalty: 3753.530518
	Iteration 70Q: 3 clusters Score -1.280503e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -12805042.000000 Penalty: 3753.530518
	Iteration 71Q: 3 clusters Score -1.280504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -12805042.000000 Penalty: 3753.530518
	Iteration 72Q: 3 clusters Score -1.280504e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -12805068.000000 Penalty: 3753.530518
	Iteration 73Q: 3 clusters Score -1.280507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -12805059.000000 Penalty: 3753.530518
	Iteration 74Q: 3 clusters Score -1.280506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -12805068.000000 Penalty: 3753.530518
	Iteration 75Q: 3 clusters Score -1.280507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -12805068.000000 Penalty: 3753.530518
	Iteration 76Q: 3 clusters Score -1.280507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -12805051.000000 Penalty: 3753.530518
	Iteration 77Q: 3 clusters Score -1.280505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -12805043.000000 Penalty: 3753.530518
	Iteration 78Q: 3 clusters Score -1.280504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -12805037.000000 Penalty: 3753.530518
	Iteration 79Q: 3 clusters Score -1.280504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -12805024.000000 Penalty: 3753.530518
	Iteration 80F: 3 clusters Score -1.280502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -12805009.000000 Penalty: 3753.530518
	Iteration 81Q: 3 clusters Score -1.280501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -12805001.000000 Penalty: 3753.530518
	Iteration 82Q: 3 clusters Score -1.2805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -12805000.000000 Penalty: 3753.530518
	Iteration 83Q: 3 clusters Score -1.2805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -12804997.000000 Penalty: 3753.530518
	Iteration 84Q: 3 clusters Score -1.2805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -12804998.000000 Penalty: 3753.530518
	Iteration 85Q: 3 clusters Score -1.2805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -12805004.000000 Penalty: 3753.530518
	Iteration 86Q: 3 clusters Score -1.2805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -12804996.000000 Penalty: 3753.530518
	Iteration 87Q: 3 clusters Score -1.2805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -12804975.000000 Penalty: 3753.530518
	Iteration 88Q: 3 clusters Score -1.280498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -12804983.000000 Penalty: 3753.530518
	Iteration 89Q: 3 clusters Score -1.280498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -12804981.000000 Penalty: 3753.530518
	Iteration 90Q: 3 clusters Score -1.280498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -12804989.000000 Penalty: 3753.530518
	Iteration 91Q: 3 clusters Score -1.280499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -12804986.000000 Penalty: 3753.530518
	Iteration 92Q: 3 clusters Score -1.280499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -12804995.000000 Penalty: 3753.530518
	Iteration 93Q: 3 clusters Score -1.2805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -12805002.000000 Penalty: 3753.530518
	Iteration 94Q: 3 clusters Score -1.2805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -12805010.000000 Penalty: 3753.530518
	Iteration 95Q: 3 clusters Score -1.280501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -12804998.000000 Penalty: 3753.530518
	Iteration 96Q: 3 clusters Score -1.2805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -12804994.000000 Penalty: 3753.530518
	Iteration 97Q: 3 clusters Score -1.280499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -12804994.000000 Penalty: 3753.530518
	Iteration 98Q: 3 clusters Score -1.280499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -12805009.000000 Penalty: 3753.530518
	Iteration 99Q: 3 clusters Score -1.280501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -12805004.000000 Penalty: 3753.530518
	Iteration 100F: 3 clusters Score -1.2805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -12805002.000000 Penalty: 3753.530518
	Iteration 101Q: 3 clusters Score -1.2805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -12805008.000000 Penalty: 3753.530518
	Iteration 102Q: 3 clusters Score -1.280501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -12805009.000000 Penalty: 3753.530518
	Iteration 103Q: 3 clusters Score -1.280501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -12805011.000000 Penalty: 3753.530518
	Iteration 104Q: 3 clusters Score -1.280501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -12805017.000000 Penalty: 3753.530518
	Iteration 105Q: 3 clusters Score -1.280502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -12805008.000000 Penalty: 3753.530518
	Iteration 106Q: 3 clusters Score -1.280501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -12805001.000000 Penalty: 3753.530518
	Iteration 107Q: 3 clusters Score -1.2805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -12804992.000000 Penalty: 3753.530518
	Iteration 108Q: 3 clusters Score -1.280499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -12804995.000000 Penalty: 3753.530518
	Iteration 109Q: 3 clusters Score -1.2805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -12804985.000000 Penalty: 3753.530518
	Iteration 110Q: 3 clusters Score -1.280498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -12805001.000000 Penalty: 3753.530518
	Iteration 111Q: 3 clusters Score -1.2805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -12804996.000000 Penalty: 3753.530518
	Iteration 112Q: 3 clusters Score -1.2805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -12804996.000000 Penalty: 3753.530518
	Iteration 113Q: 3 clusters Score -1.2805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -12805000.000000 Penalty: 3753.530518
	Iteration 114Q: 3 clusters Score -1.2805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -12804989.000000 Penalty: 3753.530518
	Iteration 115Q: 3 clusters Score -1.280499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
Score: -12804988.000000 Penalty: 3753.530518
	Iteration 116Q: 3 clusters Score -1.280499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -12804991.000000 Penalty: 3753.530518
	Iteration 117Q: 3 clusters Score -1.280499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -12804986.000000 Penalty: 3753.530518
	Iteration 118Q: 3 clusters Score -1.280499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -12804979.000000 Penalty: 3753.530518
	Iteration 119Q: 3 clusters Score -1.280498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -12804985.000000 Penalty: 3753.530518
	Iteration 120F: 3 clusters Score -1.280498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -12804989.000000 Penalty: 3753.530518
	Iteration 121Q: 3 clusters Score -1.280499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -12804982.000000 Penalty: 3753.530518
	Iteration 122Q: 3 clusters Score -1.280498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -12804983.000000 Penalty: 3753.530518
	Iteration 123Q: 3 clusters Score -1.280498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -12804987.000000 Penalty: 3753.530518
	Iteration 124Q: 3 clusters Score -1.280499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -12804980.000000 Penalty: 3753.530518
	Iteration 125Q: 3 clusters Score -1.280498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -12804989.000000 Penalty: 3753.530518
	Iteration 126Q: 3 clusters Score -1.280499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -12804996.000000 Penalty: 3753.530518
	Iteration 127Q: 3 clusters Score -1.2805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -12804993.000000 Penalty: 3753.530518
	Iteration 128Q: 3 clusters Score -1.280499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -12805006.000000 Penalty: 3753.530518
	Iteration 129Q: 3 clusters Score -1.280501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -12804996.000000 Penalty: 3753.530518
	Iteration 130Q: 3 clusters Score -1.2805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -12805010.000000 Penalty: 3753.530518
	Iteration 131Q: 3 clusters Score -1.280501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -12805022.000000 Penalty: 3753.530518
	Iteration 132Q: 3 clusters Score -1.280502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -12805012.000000 Penalty: 3753.530518
	Iteration 133Q: 3 clusters Score -1.280501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -12805006.000000 Penalty: 3753.530518
	Iteration 134Q: 3 clusters Score -1.280501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -12805008.000000 Penalty: 3753.530518
	Iteration 135Q: 3 clusters Score -1.280501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -12805007.000000 Penalty: 3753.530518
	Iteration 136Q: 3 clusters Score -1.280501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -12804997.000000 Penalty: 3753.530518
	Iteration 137Q: 3 clusters Score -1.2805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -12804996.000000 Penalty: 3753.530518
	Iteration 138Q: 3 clusters Score -1.2805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -12805001.000000 Penalty: 3753.530518
	Iteration 139Q: 3 clusters Score -1.2805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -12804999.000000 Penalty: 3753.530518
	Iteration 140F: 3 clusters Score -1.2805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Entering Unmasked Estep 
Score: -1017759.250000 Penalty: 1464.114624
	Iteration 0F: 2 clusters Score -1017759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1011776.312500 Penalty: 2928.229248
	Iteration 0F: 3 clusters Score -1011776 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1013614.062500 Penalty: 2928.229248
	Iteration 1F: 3 clusters Score -1013614 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1013930.625000 Penalty: 2928.229248
	Iteration 2F: 3 clusters Score -1013931 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1014248.062500 Penalty: 2928.229248
	Iteration 3F: 3 clusters Score -1014248 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1014557.687500 Penalty: 2928.229248
	Iteration 4F: 3 clusters Score -1014558 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1014851.687500 Penalty: 2928.229248
	Iteration 5F: 3 clusters Score -1014852 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1015140.625000 Penalty: 2928.229248
	Iteration 6F: 3 clusters Score -1015141 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1015380.687500 Penalty: 2928.229248
	Iteration 7Q: 3 clusters Score -1015381 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1015599.437500 Penalty: 2928.229248
	Iteration 8Q: 3 clusters Score -1015599 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1015791.750000 Penalty: 2928.229248
	Iteration 9Q: 3 clusters Score -1015792 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1015932.250000 Penalty: 2928.229248
	Iteration 10Q: 3 clusters Score -1015932 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1016043.062500 Penalty: 2928.229248
	Iteration 11Q: 3 clusters Score -1016043 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1016138.500000 Penalty: 2928.229248
	Iteration 12Q: 3 clusters Score -1016138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1016210.375000 Penalty: 2928.229248
	Iteration 13Q: 3 clusters Score -1016210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1016280.000000 Penalty: 2928.229248
	Iteration 14Q: 3 clusters Score -1016280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1016323.687500 Penalty: 2928.229248
	Iteration 15Q: 3 clusters Score -1016324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1016369.687500 Penalty: 2928.229248
	Iteration 16Q: 3 clusters Score -1016370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1016396.687500 Penalty: 2928.229248
	Iteration 17Q: 3 clusters Score -1016397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1016425.187500 Penalty: 2928.229248
	Iteration 18Q: 3 clusters Score -1016425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1016450.375000 Penalty: 2928.229248
	Iteration 19Q: 3 clusters Score -1016450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1016472.125000 Penalty: 2928.229248
	Iteration 20F: 3 clusters Score -1016472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1016489.000000 Penalty: 2928.229248
	Iteration 21Q: 3 clusters Score -1016489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1016506.937500 Penalty: 2928.229248
	Iteration 22Q: 3 clusters Score -1016507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1016519.125000 Penalty: 2928.229248
	Iteration 23Q: 3 clusters Score -1016519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1016529.312500 Penalty: 2928.229248
	Iteration 24Q: 3 clusters Score -1016529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1016536.187500 Penalty: 2928.229248
	Iteration 25Q: 3 clusters Score -1016536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1016538.250000 Penalty: 2928.229248
	Iteration 26Q: 3 clusters Score -1016538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1016538.937500 Penalty: 2928.229248
	Iteration 27Q: 3 clusters Score -1016539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1016538.937500 Penalty: 2928.229248
	Iteration 28F: 3 clusters Score -1016539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Entering Unmasked Estep 
Score: -701192.500000 Penalty: 1410.553955
	Iteration 0F: 2 clusters Score -701192.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -696615.062500 Penalty: 2821.107910
	Iteration 0F: 3 clusters Score -696615.1 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -697969.312500 Penalty: 2821.107910
	Iteration 1F: 3 clusters Score -697969.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -698192.500000 Penalty: 2821.107910
	Iteration 2F: 3 clusters Score -698192.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -698354.937500 Penalty: 2821.107910
	Iteration 3F: 3 clusters Score -698354.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -698492.000000 Penalty: 2821.107910
	Iteration 4Q: 3 clusters Score -698492 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -698610.500000 Penalty: 2821.107910
	Iteration 5Q: 3 clusters Score -698610.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -698718.437500 Penalty: 2821.107910
	Iteration 6Q: 3 clusters Score -698718.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -698816.000000 Penalty: 2821.107910
	Iteration 7Q: 3 clusters Score -698816 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -698911.375000 Penalty: 2821.107910
	Iteration 8Q: 3 clusters Score -698911.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -698979.687500 Penalty: 2821.107910
	Iteration 9Q: 3 clusters Score -698979.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -699029.687500 Penalty: 2821.107910
	Iteration 10Q: 3 clusters Score -699029.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -699080.812500 Penalty: 2821.107910
	Iteration 11Q: 3 clusters Score -699080.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -699132.812500 Penalty: 2821.107910
	Iteration 12Q: 3 clusters Score -699132.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -699171.125000 Penalty: 2821.107910
	Iteration 13Q: 3 clusters Score -699171.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -699203.625000 Penalty: 2821.107910
	Iteration 14Q: 3 clusters Score -699203.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -699232.312500 Penalty: 2821.107910
	Iteration 15Q: 3 clusters Score -699232.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -699261.062500 Penalty: 2821.107910
	Iteration 16Q: 3 clusters Score -699261.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -699283.812500 Penalty: 2821.107910
	Iteration 17Q: 3 clusters Score -699283.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -699306.937500 Penalty: 2821.107910
	Iteration 18Q: 3 clusters Score -699306.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -699331.750000 Penalty: 2821.107910
	Iteration 19Q: 3 clusters Score -699331.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -699352.000000 Penalty: 2821.107910
	Iteration 20F: 3 clusters Score -699352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -699376.125000 Penalty: 2821.107910
	Iteration 21Q: 3 clusters Score -699376.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -699398.125000 Penalty: 2821.107910
	Iteration 22Q: 3 clusters Score -699398.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -699425.937500 Penalty: 2821.107910
	Iteration 23Q: 3 clusters Score -699425.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -699453.125000 Penalty: 2821.107910
	Iteration 24Q: 3 clusters Score -699453.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -699493.562500 Penalty: 2821.107910
	Iteration 25Q: 3 clusters Score -699493.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -699537.625000 Penalty: 2821.107910
	Iteration 26Q: 3 clusters Score -699537.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -699577.875000 Penalty: 2821.107910
	Iteration 27Q: 3 clusters Score -699577.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -699611.187500 Penalty: 2821.107910
	Iteration 28Q: 3 clusters Score -699611.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -699646.000000 Penalty: 2821.107910
	Iteration 29Q: 3 clusters Score -699646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -699691.125000 Penalty: 2821.107910
	Iteration 30Q: 3 clusters Score -699691.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -699739.000000 Penalty: 2821.107910
	Iteration 31Q: 3 clusters Score -699739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -699795.937500 Penalty: 2821.107910
	Iteration 32Q: 3 clusters Score -699795.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -699838.750000 Penalty: 2821.107910
	Iteration 33Q: 3 clusters Score -699838.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -699882.375000 Penalty: 2821.107910
	Iteration 34Q: 3 clusters Score -699882.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -699935.562500 Penalty: 2821.107910
	Iteration 35Q: 3 clusters Score -699935.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -699983.125000 Penalty: 2821.107910
	Iteration 36Q: 3 clusters Score -699983.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -700027.000000 Penalty: 2821.107910
	Iteration 37Q: 3 clusters Score -700027 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -700076.125000 Penalty: 2821.107910
	Iteration 38Q: 3 clusters Score -700076.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -700128.875000 Penalty: 2821.107910
	Iteration 39Q: 3 clusters Score -700128.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -700166.812500 Penalty: 2821.107910
	Iteration 40F: 3 clusters Score -700166.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -700187.625000 Penalty: 2821.107910
	Iteration 41Q: 3 clusters Score -700187.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -700201.812500 Penalty: 2821.107910
	Iteration 42Q: 3 clusters Score -700201.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -700220.500000 Penalty: 2821.107910
	Iteration 43Q: 3 clusters Score -700220.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -700231.375000 Penalty: 2821.107910
	Iteration 44Q: 3 clusters Score -700231.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -700239.687500 Penalty: 2821.107910
	Iteration 45Q: 3 clusters Score -700239.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -700248.312500 Penalty: 2821.107910
	Iteration 46Q: 3 clusters Score -700248.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -700257.000000 Penalty: 2821.107910
	Iteration 47Q: 3 clusters Score -700257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -700262.562500 Penalty: 2821.107910
	Iteration 48Q: 3 clusters Score -700262.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -700273.187500 Penalty: 2821.107910
	Iteration 49Q: 3 clusters Score -700273.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -700278.500000 Penalty: 2821.107910
	Iteration 50Q: 3 clusters Score -700278.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -700286.812500 Penalty: 2821.107910
	Iteration 51Q: 3 clusters Score -700286.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -700293.250000 Penalty: 2821.107910
	Iteration 52Q: 3 clusters Score -700293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -700299.687500 Penalty: 2821.107910
	Iteration 53Q: 3 clusters Score -700299.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -700304.875000 Penalty: 2821.107910
	Iteration 54Q: 3 clusters Score -700304.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -700312.000000 Penalty: 2821.107910
	Iteration 55Q: 3 clusters Score -700312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -700318.000000 Penalty: 2821.107910
	Iteration 56Q: 3 clusters Score -700318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -700327.000000 Penalty: 2821.107910
	Iteration 57Q: 3 clusters Score -700327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -700335.125000 Penalty: 2821.107910
	Iteration 58Q: 3 clusters Score -700335.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -700342.437500 Penalty: 2821.107910
	Iteration 59Q: 3 clusters Score -700342.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -700349.062500 Penalty: 2821.107910
	Iteration 60F: 3 clusters Score -700349.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -700356.875000 Penalty: 2821.107910
	Iteration 61Q: 3 clusters Score -700356.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -700365.437500 Penalty: 2821.107910
	Iteration 62Q: 3 clusters Score -700365.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -700371.625000 Penalty: 2821.107910
	Iteration 63Q: 3 clusters Score -700371.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -700380.437500 Penalty: 2821.107910
	Iteration 64Q: 3 clusters Score -700380.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -700388.437500 Penalty: 2821.107910
	Iteration 65Q: 3 clusters Score -700388.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -700393.562500 Penalty: 2821.107910
	Iteration 66Q: 3 clusters Score -700393.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -700400.125000 Penalty: 2821.107910
	Iteration 67Q: 3 clusters Score -700400.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -700403.625000 Penalty: 2821.107910
	Iteration 68Q: 3 clusters Score -700403.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -700411.000000 Penalty: 2821.107910
	Iteration 69Q: 3 clusters Score -700411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -700417.687500 Penalty: 2821.107910
	Iteration 70Q: 3 clusters Score -700417.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -700424.875000 Penalty: 2821.107910
	Iteration 71Q: 3 clusters Score -700424.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -700430.562500 Penalty: 2821.107910
	Iteration 72Q: 3 clusters Score -700430.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -700440.187500 Penalty: 2821.107910
	Iteration 73Q: 3 clusters Score -700440.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -700451.875000 Penalty: 2821.107910
	Iteration 74Q: 3 clusters Score -700451.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -700459.812500 Penalty: 2821.107910
	Iteration 75Q: 3 clusters Score -700459.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -700475.062500 Penalty: 2821.107910
	Iteration 76Q: 3 clusters Score -700475.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -700486.625000 Penalty: 2821.107910
	Iteration 77Q: 3 clusters Score -700486.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -700500.687500 Penalty: 2821.107910
	Iteration 78Q: 3 clusters Score -700500.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -700510.375000 Penalty: 2821.107910
	Iteration 79Q: 3 clusters Score -700510.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -700515.812500 Penalty: 2821.107910
	Iteration 80F: 3 clusters Score -700515.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -700522.187500 Penalty: 2821.107910
	Iteration 81Q: 3 clusters Score -700522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -700524.125000 Penalty: 2821.107910
	Iteration 82Q: 3 clusters Score -700524.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -700527.750000 Penalty: 2821.107910
	Iteration 83Q: 3 clusters Score -700527.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -700531.875000 Penalty: 2821.107910
	Iteration 84Q: 3 clusters Score -700531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -700535.375000 Penalty: 2821.107910
	Iteration 85Q: 3 clusters Score -700535.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -700541.000000 Penalty: 2821.107910
	Iteration 86Q: 3 clusters Score -700541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -700544.937500 Penalty: 2821.107910
	Iteration 87Q: 3 clusters Score -700544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -700545.625000 Penalty: 2821.107910
	Iteration 88Q: 3 clusters Score -700545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -700546.687500 Penalty: 2821.107910
	Iteration 89Q: 3 clusters Score -700546.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -700547.375000 Penalty: 2821.107910
	Iteration 90Q: 3 clusters Score -700547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -700548.937500 Penalty: 2821.107910
	Iteration 91Q: 3 clusters Score -700548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -700550.750000 Penalty: 2821.107910
	Iteration 92Q: 3 clusters Score -700550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -700551.875000 Penalty: 2821.107910
	Iteration 93Q: 3 clusters Score -700551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -700552.187500 Penalty: 2821.107910
	Iteration 94Q: 3 clusters Score -700552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -700553.000000 Penalty: 2821.107910
	Iteration 95Q: 3 clusters Score -700553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -700553.000000 Penalty: 2821.107910
	Iteration 96F: 3 clusters Score -700553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -517460.156250 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -517460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -514016.937500 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -514016.9 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -514901.937500 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -514901.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -515024.281250 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -515024.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -515100.000000 Penalty: 2705.409180
	Iteration 3Q: 3 clusters Score -515100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -515155.968750 Penalty: 2705.409180
	Iteration 4Q: 3 clusters Score -515156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -515200.281250 Penalty: 2705.409180
	Iteration 5Q: 3 clusters Score -515200.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -515242.437500 Penalty: 2705.409180
	Iteration 6Q: 3 clusters Score -515242.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -515281.437500 Penalty: 2705.409180
	Iteration 7Q: 3 clusters Score -515281.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -515322.968750 Penalty: 2705.409180
	Iteration 8Q: 3 clusters Score -515323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -515385.218750 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -515385.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -515443.343750 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -515443.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -515501.718750 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -515501.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -515560.062500 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -515560.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -515620.937500 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -515620.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -515672.781250 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -515672.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -515749.468750 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -515749.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -515824.468750 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -515824.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -515899.531250 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -515899.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -515966.625000 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -515966.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -516031.812500 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -516031.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -516080.843750 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -516080.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -516125.062500 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -516125.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -516155.843750 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -516155.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -516172.343750 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -516172.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -516186.562500 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -516186.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -516201.250000 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -516201.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -516222.531250 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -516222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -516233.218750 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -516233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -516239.500000 Penalty: 2705.409180
	Iteration 28Q: 3 clusters Score -516239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -516242.656250 Penalty: 2705.409180
	Iteration 29Q: 3 clusters Score -516242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -516244.937500 Penalty: 2705.409180
	Iteration 30Q: 3 clusters Score -516244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -516246.906250 Penalty: 2705.409180
	Iteration 31Q: 3 clusters Score -516246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -516247.531250 Penalty: 2705.409180
	Iteration 32Q: 3 clusters Score -516247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -516249.718750 Penalty: 2705.409180
	Iteration 33Q: 3 clusters Score -516249.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -516249.718750 Penalty: 2705.409180
	Iteration 34F: 3 clusters Score -516249.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -59850.175781 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -59850.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58773.714844 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -58773.71 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59108.957031 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -59108.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59340.386719 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -59340.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59589.984375 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -59589.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59740.789062 Penalty: 2087.027344
	Iteration 4F: 3 clusters Score -59740.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59852.054688 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -59852.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59898.890625 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -59898.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59908.914062 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -59908.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59912.917969 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -59912.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59914.222656 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -59914.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59914.718750 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -59914.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59915.425781 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -59915.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59915.425781 Penalty: 2087.027344
	Iteration 12F: 3 clusters Score -59915.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 103707 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 227 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 116188 members 
Mstep: Class 10 contains 117355 members 
Mstep: Class 11 contains 51683 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108694 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 119024 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109487 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 2159 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 28896 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133832 members 
Mstep: Class 31 contains 4684 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40738 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15518 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Mstep: Class 44 contains 388 members 
Entering Unmasked Estep 
Score: -141737440.000000 Penalty: 99821.273438
Splitting cluster 7 changes total score from -141738336.000000 to -141737440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -766958.375000 Penalty: 1420.408691
	Iteration 0F: 2 clusters Score -766958.4 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 3207 members 
Entering Unmasked Estep 
Score: -762259.500000 Penalty: 2840.817383
	Iteration 0F: 3 clusters Score -762259.5 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -763697.750000 Penalty: 2840.817383
	Iteration 1F: 3 clusters Score -763697.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -763971.250000 Penalty: 2840.817383
	Iteration 2F: 3 clusters Score -763971.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -764174.437500 Penalty: 2840.817383
	Iteration 3F: 3 clusters Score -764174.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -764380.000000 Penalty: 2840.817383
	Iteration 4F: 3 clusters Score -764380 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -764544.937500 Penalty: 2840.817383
	Iteration 5Q: 3 clusters Score -764544.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -764709.562500 Penalty: 2840.817383
	Iteration 6Q: 3 clusters Score -764709.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -764904.000000 Penalty: 2840.817383
	Iteration 7Q: 3 clusters Score -764904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -765095.437500 Penalty: 2840.817383
	Iteration 8Q: 3 clusters Score -765095.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -765241.500000 Penalty: 2840.817383
	Iteration 9Q: 3 clusters Score -765241.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -765359.437500 Penalty: 2840.817383
	Iteration 10Q: 3 clusters Score -765359.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -765453.187500 Penalty: 2840.817383
	Iteration 11Q: 3 clusters Score -765453.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -765524.937500 Penalty: 2840.817383
	Iteration 12Q: 3 clusters Score -765524.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -765585.687500 Penalty: 2840.817383
	Iteration 13Q: 3 clusters Score -765585.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -765631.937500 Penalty: 2840.817383
	Iteration 14Q: 3 clusters Score -765631.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -765674.250000 Penalty: 2840.817383
	Iteration 15Q: 3 clusters Score -765674.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -765711.250000 Penalty: 2840.817383
	Iteration 16Q: 3 clusters Score -765711.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -765735.937500 Penalty: 2840.817383
	Iteration 17Q: 3 clusters Score -765735.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -765748.937500 Penalty: 2840.817383
	Iteration 18Q: 3 clusters Score -765748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -765758.062500 Penalty: 2840.817383
	Iteration 19Q: 3 clusters Score -765758.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -765773.187500 Penalty: 2840.817383
	Iteration 20F: 3 clusters Score -765773.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -765782.562500 Penalty: 2840.817383
	Iteration 21Q: 3 clusters Score -765782.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -765791.937500 Penalty: 2840.817383
	Iteration 22Q: 3 clusters Score -765791.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -765805.062500 Penalty: 2840.817383
	Iteration 23Q: 3 clusters Score -765805.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -765817.687500 Penalty: 2840.817383
	Iteration 24Q: 3 clusters Score -765817.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -765830.937500 Penalty: 2840.817383
	Iteration 25Q: 3 clusters Score -765830.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -765846.812500 Penalty: 2840.817383
	Iteration 26Q: 3 clusters Score -765846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -765855.187500 Penalty: 2840.817383
	Iteration 27Q: 3 clusters Score -765855.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -765860.687500 Penalty: 2840.817383
	Iteration 28Q: 3 clusters Score -765860.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -765866.687500 Penalty: 2840.817383
	Iteration 29Q: 3 clusters Score -765866.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -765870.437500 Penalty: 2840.817383
	Iteration 30Q: 3 clusters Score -765870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -765872.375000 Penalty: 2840.817383
	Iteration 31Q: 3 clusters Score -765872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -765876.250000 Penalty: 2840.817383
	Iteration 32Q: 3 clusters Score -765876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -765879.437500 Penalty: 2840.817383
	Iteration 33Q: 3 clusters Score -765879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -765883.437500 Penalty: 2840.817383
	Iteration 34Q: 3 clusters Score -765883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -765885.937500 Penalty: 2840.817383
	Iteration 35Q: 3 clusters Score -765885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -765887.812500 Penalty: 2840.817383
	Iteration 36Q: 3 clusters Score -765887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -765888.562500 Penalty: 2840.817383
	Iteration 37Q: 3 clusters Score -765888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -765888.562500 Penalty: 2840.817383
	Iteration 38F: 3 clusters Score -765888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (116188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Entering Unmasked Estep 
Score: -14674161.000000 Penalty: 1895.231812
	Iteration 0F: 2 clusters Score -1.467416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -14598754.000000 Penalty: 3790.463623
	Iteration 0F: 3 clusters Score -1.459875e+07 nChanged 55728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -14631066.000000 Penalty: 3790.463623
	Iteration 1F: 3 clusters Score -1.463107e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -14631863.000000 Penalty: 3790.463623
	Iteration 2Q: 3 clusters Score -1.463186e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -14633137.000000 Penalty: 3790.463623
	Iteration 3Q: 3 clusters Score -1.463314e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -14635251.000000 Penalty: 3790.463623
	Iteration 4Q: 3 clusters Score -1.463525e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -14639276.000000 Penalty: 3790.463623
	Iteration 5F: 3 clusters Score -1.463928e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -14646104.000000 Penalty: 3790.463623
	Iteration 6F: 3 clusters Score -1.46461e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -14654882.000000 Penalty: 3790.463623
	Iteration 7F: 3 clusters Score -1.465488e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -14662946.000000 Penalty: 3790.463623
	Iteration 8F: 3 clusters Score -1.466295e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -14667757.000000 Penalty: 3790.463623
	Iteration 9Q: 3 clusters Score -1.466776e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -14670076.000000 Penalty: 3790.463623
	Iteration 10Q: 3 clusters Score -1.467008e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113097 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -14671284.000000 Penalty: 3790.463623
	Iteration 11Q: 3 clusters Score -1.467128e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -14671937.000000 Penalty: 3790.463623
	Iteration 12Q: 3 clusters Score -1.467194e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -14672264.000000 Penalty: 3790.463623
	Iteration 13Q: 3 clusters Score -1.467226e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -14672452.000000 Penalty: 3790.463623
	Iteration 14Q: 3 clusters Score -1.467245e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14672473.000000 Penalty: 3790.463623
	Iteration 15Q: 3 clusters Score -1.467247e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115679 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14672535.000000 Penalty: 3790.463623
	Iteration 16Q: 3 clusters Score -1.467254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115748 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -14672557.000000 Penalty: 3790.463623
	Iteration 17Q: 3 clusters Score -1.467256e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115802 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14672561.000000 Penalty: 3790.463623
	Iteration 18Q: 3 clusters Score -1.467256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14672557.000000 Penalty: 3790.463623
	Iteration 19Q: 3 clusters Score -1.467256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14672578.000000 Penalty: 3790.463623
	Iteration 20F: 3 clusters Score -1.467258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115876 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14672582.000000 Penalty: 3790.463623
	Iteration 21Q: 3 clusters Score -1.467258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115892 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14672607.000000 Penalty: 3790.463623
	Iteration 22Q: 3 clusters Score -1.467261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115905 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14672600.000000 Penalty: 3790.463623
	Iteration 23Q: 3 clusters Score -1.46726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14672607.000000 Penalty: 3790.463623
	Iteration 24Q: 3 clusters Score -1.467261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -14672624.000000 Penalty: 3790.463623
	Iteration 25Q: 3 clusters Score -1.467262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115920 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14672625.000000 Penalty: 3790.463623
	Iteration 26Q: 3 clusters Score -1.467262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115922 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14672629.000000 Penalty: 3790.463623
	Iteration 27Q: 3 clusters Score -1.467263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115923 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14672617.000000 Penalty: 3790.463623
	Iteration 28Q: 3 clusters Score -1.467262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14672626.000000 Penalty: 3790.463623
	Iteration 29Q: 3 clusters Score -1.467263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14672613.000000 Penalty: 3790.463623
	Iteration 30Q: 3 clusters Score -1.467261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14672614.000000 Penalty: 3790.463623
	Iteration 31Q: 3 clusters Score -1.467261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14672614.000000 Penalty: 3790.463623
	Iteration 32F: 3 clusters Score -1.467261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Entering Unmasked Estep 
Score: -14790996.000000 Penalty: 1896.855713
	Iteration 0F: 2 clusters Score -1.4791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -14715540.000000 Penalty: 3793.711426
	Iteration 0F: 3 clusters Score -1.471554e+07 nChanged 56427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -14749038.000000 Penalty: 3793.711426
	Iteration 1F: 3 clusters Score -1.474904e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -14750159.000000 Penalty: 3793.711426
	Iteration 2Q: 3 clusters Score -1.475016e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -14752145.000000 Penalty: 3793.711426
	Iteration 3Q: 3 clusters Score -1.475214e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -14755552.000000 Penalty: 3793.711426
	Iteration 4F: 3 clusters Score -1.475555e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -14761600.000000 Penalty: 3793.711426
	Iteration 5F: 3 clusters Score -1.47616e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -14769255.000000 Penalty: 3793.711426
	Iteration 6F: 3 clusters Score -1.476926e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -14775273.000000 Penalty: 3793.711426
	Iteration 7F: 3 clusters Score -1.477527e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -14777971.000000 Penalty: 3793.711426
	Iteration 8F: 3 clusters Score -1.477797e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -14779145.000000 Penalty: 3793.711426
	Iteration 9Q: 3 clusters Score -1.477914e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -14779854.000000 Penalty: 3793.711426
	Iteration 10Q: 3 clusters Score -1.477985e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -14780619.000000 Penalty: 3793.711426
	Iteration 11Q: 3 clusters Score -1.478062e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -14781190.000000 Penalty: 3793.711426
	Iteration 12Q: 3 clusters Score -1.478119e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -14781841.000000 Penalty: 3793.711426
	Iteration 13Q: 3 clusters Score -1.478184e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -14782384.000000 Penalty: 3793.711426
	Iteration 14Q: 3 clusters Score -1.478238e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -14783132.000000 Penalty: 3793.711426
	Iteration 15Q: 3 clusters Score -1.478313e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -14783739.000000 Penalty: 3793.711426
	Iteration 16Q: 3 clusters Score -1.478374e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -14784340.000000 Penalty: 3793.711426
	Iteration 17Q: 3 clusters Score -1.478434e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -14784901.000000 Penalty: 3793.711426
	Iteration 18Q: 3 clusters Score -1.47849e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -14785531.000000 Penalty: 3793.711426
	Iteration 19Q: 3 clusters Score -1.478553e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -14786122.000000 Penalty: 3793.711426
	Iteration 20F: 3 clusters Score -1.478612e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -14786663.000000 Penalty: 3793.711426
	Iteration 21Q: 3 clusters Score -1.478666e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -14787097.000000 Penalty: 3793.711426
	Iteration 22Q: 3 clusters Score -1.47871e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -14787640.000000 Penalty: 3793.711426
	Iteration 23Q: 3 clusters Score -1.478764e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -14788077.000000 Penalty: 3793.711426
	Iteration 24Q: 3 clusters Score -1.478808e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -14788503.000000 Penalty: 3793.711426
	Iteration 25Q: 3 clusters Score -1.47885e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -14788845.000000 Penalty: 3793.711426
	Iteration 26Q: 3 clusters Score -1.478884e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -14789146.000000 Penalty: 3793.711426
	Iteration 27Q: 3 clusters Score -1.478915e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -14789466.000000 Penalty: 3793.711426
	Iteration 28Q: 3 clusters Score -1.478947e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -14789736.000000 Penalty: 3793.711426
	Iteration 29Q: 3 clusters Score -1.478974e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -14789961.000000 Penalty: 3793.711426
	Iteration 30Q: 3 clusters Score -1.478996e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -14790241.000000 Penalty: 3793.711426
	Iteration 31Q: 3 clusters Score -1.479024e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101994 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -14790450.000000 Penalty: 3793.711426
	Iteration 32Q: 3 clusters Score -1.479045e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -14790700.000000 Penalty: 3793.711426
	Iteration 33Q: 3 clusters Score -1.47907e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -14790853.000000 Penalty: 3793.711426
	Iteration 34Q: 3 clusters Score -1.479085e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -14790987.000000 Penalty: 3793.711426
	Iteration 35Q: 3 clusters Score -1.479099e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -14791082.000000 Penalty: 3793.711426
	Iteration 36Q: 3 clusters Score -1.479108e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -14791189.000000 Penalty: 3793.711426
	Iteration 37Q: 3 clusters Score -1.479119e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -14791268.000000 Penalty: 3793.711426
	Iteration 38Q: 3 clusters Score -1.479127e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -14791385.000000 Penalty: 3793.711426
	Iteration 39Q: 3 clusters Score -1.479138e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -14791474.000000 Penalty: 3793.711426
	Iteration 40F: 3 clusters Score -1.479147e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -14791516.000000 Penalty: 3793.711426
	Iteration 41Q: 3 clusters Score -1.479152e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109573 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -14791599.000000 Penalty: 3793.711426
	Iteration 42Q: 3 clusters Score -1.47916e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -14791538.000000 Penalty: 3793.711426
	Iteration 43Q: 3 clusters Score -1.479154e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -14791459.000000 Penalty: 3793.711426
	Iteration 44Q: 3 clusters Score -1.479146e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -14791305.000000 Penalty: 3793.711426
	Iteration 45Q: 3 clusters Score -1.47913e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111227 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -14791168.000000 Penalty: 3793.711426
	Iteration 46Q: 3 clusters Score -1.479117e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -14791142.000000 Penalty: 3793.711426
	Iteration 47Q: 3 clusters Score -1.479114e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -14791086.000000 Penalty: 3793.711426
	Iteration 48Q: 3 clusters Score -1.479109e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -14791025.000000 Penalty: 3793.711426
	Iteration 49Q: 3 clusters Score -1.479102e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -14790960.000000 Penalty: 3793.711426
	Iteration 50Q: 3 clusters Score -1.479096e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -14790909.000000 Penalty: 3793.711426
	Iteration 51Q: 3 clusters Score -1.479091e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112962 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -14790835.000000 Penalty: 3793.711426
	Iteration 52Q: 3 clusters Score -1.479084e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113190 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -14790834.000000 Penalty: 3793.711426
	Iteration 53Q: 3 clusters Score -1.479083e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -14790796.000000 Penalty: 3793.711426
	Iteration 54Q: 3 clusters Score -1.47908e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113600 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -14790743.000000 Penalty: 3793.711426
	Iteration 55Q: 3 clusters Score -1.479074e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -14790696.000000 Penalty: 3793.711426
	Iteration 56Q: 3 clusters Score -1.47907e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -14790653.000000 Penalty: 3793.711426
	Iteration 57Q: 3 clusters Score -1.479065e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114129 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -14790640.000000 Penalty: 3793.711426
	Iteration 58Q: 3 clusters Score -1.479064e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114291 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -14790624.000000 Penalty: 3793.711426
	Iteration 59Q: 3 clusters Score -1.479062e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14790567.000000 Penalty: 3793.711426
	Iteration 60F: 3 clusters Score -1.479057e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -14790579.000000 Penalty: 3793.711426
	Iteration 61Q: 3 clusters Score -1.479058e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114658 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -14790537.000000 Penalty: 3793.711426
	Iteration 62Q: 3 clusters Score -1.479054e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114753 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -14790495.000000 Penalty: 3793.711426
	Iteration 63Q: 3 clusters Score -1.47905e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -14790434.000000 Penalty: 3793.711426
	Iteration 64Q: 3 clusters Score -1.479043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -14790443.000000 Penalty: 3793.711426
	Iteration 65Q: 3 clusters Score -1.479044e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114978 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14790446.000000 Penalty: 3793.711426
	Iteration 66Q: 3 clusters Score -1.479045e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14790439.000000 Penalty: 3793.711426
	Iteration 67Q: 3 clusters Score -1.479044e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14790430.000000 Penalty: 3793.711426
	Iteration 68Q: 3 clusters Score -1.479043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115130 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -14790424.000000 Penalty: 3793.711426
	Iteration 69Q: 3 clusters Score -1.479042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115170 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -14790408.000000 Penalty: 3793.711426
	Iteration 70Q: 3 clusters Score -1.479041e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14790402.000000 Penalty: 3793.711426
	Iteration 71Q: 3 clusters Score -1.47904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -14790355.000000 Penalty: 3793.711426
	Iteration 72Q: 3 clusters Score -1.479036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115282 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14790321.000000 Penalty: 3793.711426
	Iteration 73Q: 3 clusters Score -1.479032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -14790314.000000 Penalty: 3793.711426
	Iteration 74Q: 3 clusters Score -1.479031e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -14790310.000000 Penalty: 3793.711426
	Iteration 75Q: 3 clusters Score -1.479031e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -14790295.000000 Penalty: 3793.711426
	Iteration 76Q: 3 clusters Score -1.47903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -14790305.000000 Penalty: 3793.711426
	Iteration 77Q: 3 clusters Score -1.47903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115429 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -14790300.000000 Penalty: 3793.711426
	Iteration 78Q: 3 clusters Score -1.47903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -14790277.000000 Penalty: 3793.711426
	Iteration 79Q: 3 clusters Score -1.479028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -14790273.000000 Penalty: 3793.711426
	Iteration 80F: 3 clusters Score -1.479027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115500 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -14790271.000000 Penalty: 3793.711426
	Iteration 81Q: 3 clusters Score -1.479027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115524 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14790276.000000 Penalty: 3793.711426
	Iteration 82Q: 3 clusters Score -1.479028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -14790274.000000 Penalty: 3793.711426
	Iteration 83Q: 3 clusters Score -1.479027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -14790273.000000 Penalty: 3793.711426
	Iteration 84Q: 3 clusters Score -1.479027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14790256.000000 Penalty: 3793.711426
	Iteration 85Q: 3 clusters Score -1.479026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115596 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14790254.000000 Penalty: 3793.711426
	Iteration 86Q: 3 clusters Score -1.479025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115611 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -14790239.000000 Penalty: 3793.711426
	Iteration 87Q: 3 clusters Score -1.479024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -14790229.000000 Penalty: 3793.711426
	Iteration 88Q: 3 clusters Score -1.479023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -14790243.000000 Penalty: 3793.711426
	Iteration 89Q: 3 clusters Score -1.479024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115646 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -14790245.000000 Penalty: 3793.711426
	Iteration 90Q: 3 clusters Score -1.479024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -14790249.000000 Penalty: 3793.711426
	Iteration 91Q: 3 clusters Score -1.479025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -14790255.000000 Penalty: 3793.711426
	Iteration 92Q: 3 clusters Score -1.479026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -14790240.000000 Penalty: 3793.711426
	Iteration 93Q: 3 clusters Score -1.479024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115682 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14790246.000000 Penalty: 3793.711426
	Iteration 94Q: 3 clusters Score -1.479025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14790246.000000 Penalty: 3793.711426
	Iteration 95Q: 3 clusters Score -1.479025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115713 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14790246.000000 Penalty: 3793.711426
	Iteration 96Q: 3 clusters Score -1.479025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -14790221.000000 Penalty: 3793.711426
	Iteration 97Q: 3 clusters Score -1.479022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -14790208.000000 Penalty: 3793.711426
	Iteration 98Q: 3 clusters Score -1.479021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14790211.000000 Penalty: 3793.711426
	Iteration 99Q: 3 clusters Score -1.479021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115768 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -14790209.000000 Penalty: 3793.711426
	Iteration 100F: 3 clusters Score -1.479021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115789 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14790215.000000 Penalty: 3793.711426
	Iteration 101Q: 3 clusters Score -1.479022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115807 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -14790216.000000 Penalty: 3793.711426
	Iteration 102Q: 3 clusters Score -1.479022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115821 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14790204.000000 Penalty: 3793.711426
	Iteration 103Q: 3 clusters Score -1.47902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -14790190.000000 Penalty: 3793.711426
	Iteration 104Q: 3 clusters Score -1.479019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115847 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14790183.000000 Penalty: 3793.711426
	Iteration 105Q: 3 clusters Score -1.479018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14790188.000000 Penalty: 3793.711426
	Iteration 106Q: 3 clusters Score -1.479019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115864 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -14790192.000000 Penalty: 3793.711426
	Iteration 107Q: 3 clusters Score -1.479019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14790197.000000 Penalty: 3793.711426
	Iteration 108Q: 3 clusters Score -1.47902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14790190.000000 Penalty: 3793.711426
	Iteration 109Q: 3 clusters Score -1.479019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115885 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -14790196.000000 Penalty: 3793.711426
	Iteration 110Q: 3 clusters Score -1.47902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115892 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14790202.000000 Penalty: 3793.711426
	Iteration 111Q: 3 clusters Score -1.47902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115902 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14790188.000000 Penalty: 3793.711426
	Iteration 112Q: 3 clusters Score -1.479019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14790182.000000 Penalty: 3793.711426
	Iteration 113Q: 3 clusters Score -1.479018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115929 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -14790184.000000 Penalty: 3793.711426
	Iteration 114Q: 3 clusters Score -1.479018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -14790190.000000 Penalty: 3793.711426
	Iteration 115Q: 3 clusters Score -1.479019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115956 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -14790188.000000 Penalty: 3793.711426
	Iteration 116Q: 3 clusters Score -1.479019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14790180.000000 Penalty: 3793.711426
	Iteration 117Q: 3 clusters Score -1.479018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115997 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14790189.000000 Penalty: 3793.711426
	Iteration 118Q: 3 clusters Score -1.479019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14790162.000000 Penalty: 3793.711426
	Iteration 119Q: 3 clusters Score -1.479016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116040 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14790169.000000 Penalty: 3793.711426
	Iteration 120F: 3 clusters Score -1.479017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -14790164.000000 Penalty: 3793.711426
	Iteration 121Q: 3 clusters Score -1.479016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14790161.000000 Penalty: 3793.711426
	Iteration 122Q: 3 clusters Score -1.479016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14790166.000000 Penalty: 3793.711426
	Iteration 123Q: 3 clusters Score -1.479017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14790154.000000 Penalty: 3793.711426
	Iteration 124Q: 3 clusters Score -1.479015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116077 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14790152.000000 Penalty: 3793.711426
	Iteration 125Q: 3 clusters Score -1.479015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14790145.000000 Penalty: 3793.711426
	Iteration 126Q: 3 clusters Score -1.479014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14790148.000000 Penalty: 3793.711426
	Iteration 127Q: 3 clusters Score -1.479015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116096 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14790145.000000 Penalty: 3793.711426
	Iteration 128Q: 3 clusters Score -1.479014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -14790136.000000 Penalty: 3793.711426
	Iteration 129Q: 3 clusters Score -1.479014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116107 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14790142.000000 Penalty: 3793.711426
	Iteration 130Q: 3 clusters Score -1.479014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -14790146.000000 Penalty: 3793.711426
	Iteration 131Q: 3 clusters Score -1.479015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116114 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14790155.000000 Penalty: 3793.711426
	Iteration 132Q: 3 clusters Score -1.479016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14790159.000000 Penalty: 3793.711426
	Iteration 133Q: 3 clusters Score -1.479016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -14790154.000000 Penalty: 3793.711426
	Iteration 134Q: 3 clusters Score -1.479015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -14790157.000000 Penalty: 3793.711426
	Iteration 135Q: 3 clusters Score -1.479016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116124 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14790161.000000 Penalty: 3793.711426
	Iteration 136Q: 3 clusters Score -1.479016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116126 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -14790154.000000 Penalty: 3793.711426
	Iteration 137Q: 3 clusters Score -1.479015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -14790156.000000 Penalty: 3793.711426
	Iteration 138Q: 3 clusters Score -1.479016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14790152.000000 Penalty: 3793.711426
	Iteration 139Q: 3 clusters Score -1.479015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14790152.000000 Penalty: 3793.711426
	Iteration 140F: 3 clusters Score -1.479015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Entering Unmasked Estep 
Score: -6328834.500000 Penalty: 1763.593750
	Iteration 0F: 2 clusters Score -6328834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -6294281.500000 Penalty: 3527.187500
	Iteration 0F: 3 clusters Score -6294282 nChanged 24183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -6307843.000000 Penalty: 3527.187500
	Iteration 1F: 3 clusters Score -6307843 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -6308368.000000 Penalty: 3527.187500
	Iteration 2Q: 3 clusters Score -6308368 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -6309079.000000 Penalty: 3527.187500
	Iteration 3Q: 3 clusters Score -6309079 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -6309916.500000 Penalty: 3527.187500
	Iteration 4Q: 3 clusters Score -6309916 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -6310978.000000 Penalty: 3527.187500
	Iteration 5F: 3 clusters Score -6310978 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6312550.000000 Penalty: 3527.187500
	Iteration 6F: 3 clusters Score -6312550 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -6314415.000000 Penalty: 3527.187500
	Iteration 7F: 3 clusters Score -6314415 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -6316592.000000 Penalty: 3527.187500
	Iteration 8F: 3 clusters Score -6316592 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -6318809.000000 Penalty: 3527.187500
	Iteration 9F: 3 clusters Score -6318809 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -6321051.000000 Penalty: 3527.187500
	Iteration 10Q: 3 clusters Score -6321051 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -6323213.500000 Penalty: 3527.187500
	Iteration 11Q: 3 clusters Score -6323214 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -6325244.500000 Penalty: 3527.187500
	Iteration 12Q: 3 clusters Score -6325244 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6326349.000000 Penalty: 3527.187500
	Iteration 13Q: 3 clusters Score -6326349 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -6326758.000000 Penalty: 3527.187500
	Iteration 14Q: 3 clusters Score -6326758 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -6326937.000000 Penalty: 3527.187500
	Iteration 15Q: 3 clusters Score -6326937 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -6327019.000000 Penalty: 3527.187500
	Iteration 16Q: 3 clusters Score -6327019 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -6327094.000000 Penalty: 3527.187500
	Iteration 17Q: 3 clusters Score -6327094 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6327168.500000 Penalty: 3527.187500
	Iteration 18Q: 3 clusters Score -6327168 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -6327174.000000 Penalty: 3527.187500
	Iteration 19Q: 3 clusters Score -6327174 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -6327214.000000 Penalty: 3527.187500
	Iteration 20F: 3 clusters Score -6327214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6327240.000000 Penalty: 3527.187500
	Iteration 21Q: 3 clusters Score -6327240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6327260.000000 Penalty: 3527.187500
	Iteration 22Q: 3 clusters Score -6327260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -6327281.000000 Penalty: 3527.187500
	Iteration 23Q: 3 clusters Score -6327281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6327284.500000 Penalty: 3527.187500
	Iteration 24Q: 3 clusters Score -6327284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6327289.500000 Penalty: 3527.187500
	Iteration 25Q: 3 clusters Score -6327290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -6327298.500000 Penalty: 3527.187500
	Iteration 26Q: 3 clusters Score -6327298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -6327313.000000 Penalty: 3527.187500
	Iteration 27Q: 3 clusters Score -6327313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -6327310.000000 Penalty: 3527.187500
	Iteration 28Q: 3 clusters Score -6327310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -6327317.500000 Penalty: 3527.187500
	Iteration 29Q: 3 clusters Score -6327318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -6327328.500000 Penalty: 3527.187500
	Iteration 30Q: 3 clusters Score -6327328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -6327329.500000 Penalty: 3527.187500
	Iteration 31Q: 3 clusters Score -6327330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6327341.000000 Penalty: 3527.187500
	Iteration 32Q: 3 clusters Score -6327341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -6327333.500000 Penalty: 3527.187500
	Iteration 33Q: 3 clusters Score -6327334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -6327339.000000 Penalty: 3527.187500
	Iteration 34Q: 3 clusters Score -6327339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6327340.500000 Penalty: 3527.187500
	Iteration 35Q: 3 clusters Score -6327340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -6327349.000000 Penalty: 3527.187500
	Iteration 36Q: 3 clusters Score -6327349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -6327342.000000 Penalty: 3527.187500
	Iteration 37Q: 3 clusters Score -6327342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -6327345.500000 Penalty: 3527.187500
	Iteration 38Q: 3 clusters Score -6327346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6327344.000000 Penalty: 3527.187500
	Iteration 39Q: 3 clusters Score -6327344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -6327336.000000 Penalty: 3527.187500
	Iteration 40F: 3 clusters Score -6327336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -6327340.000000 Penalty: 3527.187500
	Iteration 41Q: 3 clusters Score -6327340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6327344.000000 Penalty: 3527.187500
	Iteration 42Q: 3 clusters Score -6327344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -6327340.500000 Penalty: 3527.187500
	Iteration 43Q: 3 clusters Score -6327340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6327345.000000 Penalty: 3527.187500
	Iteration 44Q: 3 clusters Score -6327345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6327342.500000 Penalty: 3527.187500
	Iteration 45Q: 3 clusters Score -6327342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -6327342.500000 Penalty: 3527.187500
	Iteration 46Q: 3 clusters Score -6327342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -6327344.500000 Penalty: 3527.187500
	Iteration 47Q: 3 clusters Score -6327344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6327344.000000 Penalty: 3527.187500
	Iteration 48Q: 3 clusters Score -6327344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -6327349.500000 Penalty: 3527.187500
	Iteration 49Q: 3 clusters Score -6327350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -6327342.000000 Penalty: 3527.187500
	Iteration 50Q: 3 clusters Score -6327342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -6327350.000000 Penalty: 3527.187500
	Iteration 51Q: 3 clusters Score -6327350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -6327347.500000 Penalty: 3527.187500
	Iteration 52Q: 3 clusters Score -6327348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -6327344.500000 Penalty: 3527.187500
	Iteration 53Q: 3 clusters Score -6327344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -6327347.000000 Penalty: 3527.187500
	Iteration 54Q: 3 clusters Score -6327347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -6327346.500000 Penalty: 3527.187500
	Iteration 55Q: 3 clusters Score -6327346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -6327351.000000 Penalty: 3527.187500
	Iteration 56Q: 3 clusters Score -6327351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -6327351.500000 Penalty: 3527.187500
	Iteration 57Q: 3 clusters Score -6327352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -6327349.500000 Penalty: 3527.187500
	Iteration 58Q: 3 clusters Score -6327350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6327346.500000 Penalty: 3527.187500
	Iteration 59Q: 3 clusters Score -6327346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -6327349.000000 Penalty: 3527.187500
	Iteration 60F: 3 clusters Score -6327349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6327349.500000 Penalty: 3527.187500
	Iteration 61Q: 3 clusters Score -6327350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -6327344.500000 Penalty: 3527.187500
	Iteration 62Q: 3 clusters Score -6327344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -6327349.000000 Penalty: 3527.187500
	Iteration 63Q: 3 clusters Score -6327349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -6327345.000000 Penalty: 3527.187500
	Iteration 64Q: 3 clusters Score -6327345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -6327344.500000 Penalty: 3527.187500
	Iteration 65Q: 3 clusters Score -6327344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -6327348.000000 Penalty: 3527.187500
	Iteration 66Q: 3 clusters Score -6327348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -6327349.000000 Penalty: 3527.187500
	Iteration 67Q: 3 clusters Score -6327349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -6327347.000000 Penalty: 3527.187500
	Iteration 68Q: 3 clusters Score -6327347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -6327345.500000 Penalty: 3527.187500
	Iteration 69Q: 3 clusters Score -6327346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -6327340.000000 Penalty: 3527.187500
	Iteration 70Q: 3 clusters Score -6327340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -6327343.500000 Penalty: 3527.187500
	Iteration 71Q: 3 clusters Score -6327344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -6327345.500000 Penalty: 3527.187500
	Iteration 72Q: 3 clusters Score -6327346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6327351.000000 Penalty: 3527.187500
	Iteration 73Q: 3 clusters Score -6327351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6327350.000000 Penalty: 3527.187500
	Iteration 74Q: 3 clusters Score -6327350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -6327356.000000 Penalty: 3527.187500
	Iteration 75Q: 3 clusters Score -6327356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -6327350.000000 Penalty: 3527.187500
	Iteration 76Q: 3 clusters Score -6327350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -6327354.000000 Penalty: 3527.187500
	Iteration 77Q: 3 clusters Score -6327354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6327351.000000 Penalty: 3527.187500
	Iteration 78Q: 3 clusters Score -6327351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -6327342.500000 Penalty: 3527.187500
	Iteration 79Q: 3 clusters Score -6327342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -6327345.500000 Penalty: 3527.187500
	Iteration 80F: 3 clusters Score -6327346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6327347.500000 Penalty: 3527.187500
	Iteration 81Q: 3 clusters Score -6327348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6327349.500000 Penalty: 3527.187500
	Iteration 82Q: 3 clusters Score -6327350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6327349.500000 Penalty: 3527.187500
	Iteration 83F: 3 clusters Score -6327350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -259208.265625 Penalty: 1247.803223
	Iteration 0F: 2 clusters Score -259208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -257030.781250 Penalty: 2495.606445
	Iteration 0F: 3 clusters Score -257030.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -257565.046875 Penalty: 2495.606445
	Iteration 1F: 3 clusters Score -257565 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257709.781250 Penalty: 2495.606445
	Iteration 2F: 3 clusters Score -257709.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257801.843750 Penalty: 2495.606445
	Iteration 3F: 3 clusters Score -257801.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257879.609375 Penalty: 2495.606445
	Iteration 4Q: 3 clusters Score -257879.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -257947.015625 Penalty: 2495.606445
	Iteration 5Q: 3 clusters Score -257947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -258002.921875 Penalty: 2495.606445
	Iteration 6Q: 3 clusters Score -258002.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -258044.843750 Penalty: 2495.606445
	Iteration 7Q: 3 clusters Score -258044.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -258084.562500 Penalty: 2495.606445
	Iteration 8Q: 3 clusters Score -258084.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -258118.000000 Penalty: 2495.606445
	Iteration 9Q: 3 clusters Score -258118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -258138.093750 Penalty: 2495.606445
	Iteration 10Q: 3 clusters Score -258138.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258171.859375 Penalty: 2495.606445
	Iteration 11Q: 3 clusters Score -258171.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -258204.687500 Penalty: 2495.606445
	Iteration 12Q: 3 clusters Score -258204.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -258227.187500 Penalty: 2495.606445
	Iteration 13Q: 3 clusters Score -258227.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -258249.812500 Penalty: 2495.606445
	Iteration 14Q: 3 clusters Score -258249.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -258271.140625 Penalty: 2495.606445
	Iteration 15Q: 3 clusters Score -258271.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -258286.468750 Penalty: 2495.606445
	Iteration 16Q: 3 clusters Score -258286.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -258301.171875 Penalty: 2495.606445
	Iteration 17Q: 3 clusters Score -258301.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -258310.750000 Penalty: 2495.606445
	Iteration 18Q: 3 clusters Score -258310.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -258318.140625 Penalty: 2495.606445
	Iteration 19Q: 3 clusters Score -258318.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -258323.890625 Penalty: 2495.606445
	Iteration 20F: 3 clusters Score -258323.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -258327.687500 Penalty: 2495.606445
	Iteration 21Q: 3 clusters Score -258327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -258328.640625 Penalty: 2495.606445
	Iteration 22Q: 3 clusters Score -258328.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258330.421875 Penalty: 2495.606445
	Iteration 23Q: 3 clusters Score -258330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -258332.359375 Penalty: 2495.606445
	Iteration 24Q: 3 clusters Score -258332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -258334.562500 Penalty: 2495.606445
	Iteration 25Q: 3 clusters Score -258334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258335.609375 Penalty: 2495.606445
	Iteration 26Q: 3 clusters Score -258335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258336.390625 Penalty: 2495.606445
	Iteration 27Q: 3 clusters Score -258336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258336.390625 Penalty: 2495.606445
	Iteration 28F: 3 clusters Score -258336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -18363.408203 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -18363.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17715.019531 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -17715.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18108.583984 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -18108.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18196.832031 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -18196.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18356.263672 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -18356.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18447.767578 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -18447.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18469.759766 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -18469.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18477.939453 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -18477.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18495.298828 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -18495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18500.689453 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -18500.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18505.494141 Penalty: 1828.976929
	Iteration 9Q: 3 clusters Score -18505.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18508.726562 Penalty: 1828.976929
	Iteration 10Q: 3 clusters Score -18508.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18508.726562 Penalty: 1828.976929
	Iteration 11F: 3 clusters Score -18508.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 103707 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 116188 members 
Mstep: Class 10 contains 117355 members 
Mstep: Class 11 contains 51683 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 86 members 
Mstep: Class 14 contains 108694 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 119024 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109487 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 2159 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 28896 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133832 members 
Mstep: Class 31 contains 4684 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40738 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15518 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Mstep: Class 44 contains 192 members 
Entering Unmasked Estep 
Score: -141737280.000000 Penalty: 99821.273438
Splitting cluster 13 changes total score from -141738336.000000 to -141737280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (108694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108694 members 
Entering Unmasked Estep 
Score: -13729124.000000 Penalty: 1884.397339
	Iteration 0F: 2 clusters Score -1.372912e+07 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 54770 members 
Entering Unmasked Estep 
Score: -13657169.000000 Penalty: 3768.794678
	Iteration 0F: 3 clusters Score -1.365717e+07 nChanged 52133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -13687750.000000 Penalty: 3768.794678
	Iteration 1F: 3 clusters Score -1.368775e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -13689093.000000 Penalty: 3768.794678
	Iteration 2Q: 3 clusters Score -1.368909e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -13691615.000000 Penalty: 3768.794678
	Iteration 3Q: 3 clusters Score -1.369162e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -13696590.000000 Penalty: 3768.794678
	Iteration 4F: 3 clusters Score -1.369659e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -13704974.000000 Penalty: 3768.794678
	Iteration 5F: 3 clusters Score -1.370497e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -13715247.000000 Penalty: 3768.794678
	Iteration 6F: 3 clusters Score -1.371525e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -13722679.000000 Penalty: 3768.794678
	Iteration 7F: 3 clusters Score -1.372268e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -13726099.000000 Penalty: 3768.794678
	Iteration 8Q: 3 clusters Score -1.37261e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -13727334.000000 Penalty: 3768.794678
	Iteration 9Q: 3 clusters Score -1.372733e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -13727785.000000 Penalty: 3768.794678
	Iteration 10Q: 3 clusters Score -1.372778e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -13727940.000000 Penalty: 3768.794678
	Iteration 11Q: 3 clusters Score -1.372794e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -13728039.000000 Penalty: 3768.794678
	Iteration 12Q: 3 clusters Score -1.372804e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -13728124.000000 Penalty: 3768.794678
	Iteration 13Q: 3 clusters Score -1.372812e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -13728143.000000 Penalty: 3768.794678
	Iteration 14Q: 3 clusters Score -1.372814e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -13728134.000000 Penalty: 3768.794678
	Iteration 15Q: 3 clusters Score -1.372813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -13728132.000000 Penalty: 3768.794678
	Iteration 16Q: 3 clusters Score -1.372813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -13728148.000000 Penalty: 3768.794678
	Iteration 17Q: 3 clusters Score -1.372815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -13728155.000000 Penalty: 3768.794678
	Iteration 18Q: 3 clusters Score -1.372816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -13728165.000000 Penalty: 3768.794678
	Iteration 19Q: 3 clusters Score -1.372816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -13728161.000000 Penalty: 3768.794678
	Iteration 20F: 3 clusters Score -1.372816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -13728140.000000 Penalty: 3768.794678
	Iteration 21Q: 3 clusters Score -1.372814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -13728150.000000 Penalty: 3768.794678
	Iteration 22Q: 3 clusters Score -1.372815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -13728141.000000 Penalty: 3768.794678
	Iteration 23Q: 3 clusters Score -1.372814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -13728140.000000 Penalty: 3768.794678
	Iteration 24Q: 3 clusters Score -1.372814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -13728139.000000 Penalty: 3768.794678
	Iteration 25Q: 3 clusters Score -1.372814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -13728143.000000 Penalty: 3768.794678
	Iteration 26Q: 3 clusters Score -1.372814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -13728149.000000 Penalty: 3768.794678
	Iteration 27Q: 3 clusters Score -1.372815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -13728155.000000 Penalty: 3768.794678
	Iteration 28Q: 3 clusters Score -1.372816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -13728158.000000 Penalty: 3768.794678
	Iteration 29Q: 3 clusters Score -1.372816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -13728142.000000 Penalty: 3768.794678
	Iteration 30Q: 3 clusters Score -1.372814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -13728145.000000 Penalty: 3768.794678
	Iteration 31Q: 3 clusters Score -1.372814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 107159 members 
Entering Unmasked Estep 
Score: -13728143.000000 Penalty: 3768.794678
	Iteration 32Q: 3 clusters Score -1.372814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 107159 members 
Entering Unmasked Estep 
Score: -13728143.000000 Penalty: 3768.794678
	Iteration 33F: 3 clusters Score -1.372814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Entering Unmasked Estep 
Score: -1757856.625000 Penalty: 1555.267700
	Iteration 0F: 2 clusters Score -1757857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1747856.000000 Penalty: 3110.535400
	Iteration 0F: 3 clusters Score -1747856 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1751281.750000 Penalty: 3110.535400
	Iteration 1F: 3 clusters Score -1751282 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1751567.875000 Penalty: 3110.535400
	Iteration 2F: 3 clusters Score -1751568 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1751799.000000 Penalty: 3110.535400
	Iteration 3Q: 3 clusters Score -1751799 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1751988.125000 Penalty: 3110.535400
	Iteration 4Q: 3 clusters Score -1751988 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1752185.125000 Penalty: 3110.535400
	Iteration 5Q: 3 clusters Score -1752185 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1752355.250000 Penalty: 3110.535400
	Iteration 6Q: 3 clusters Score -1752355 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1752496.500000 Penalty: 3110.535400
	Iteration 7Q: 3 clusters Score -1752496 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1752666.875000 Penalty: 3110.535400
	Iteration 8Q: 3 clusters Score -1752667 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1752855.250000 Penalty: 3110.535400
	Iteration 9Q: 3 clusters Score -1752855 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1753081.500000 Penalty: 3110.535400
	Iteration 10Q: 3 clusters Score -1753082 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1753337.000000 Penalty: 3110.535400
	Iteration 11Q: 3 clusters Score -1753337 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1753597.500000 Penalty: 3110.535400
	Iteration 12Q: 3 clusters Score -1753598 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1753833.500000 Penalty: 3110.535400
	Iteration 13Q: 3 clusters Score -1753834 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1754054.250000 Penalty: 3110.535400
	Iteration 14Q: 3 clusters Score -1754054 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1754263.250000 Penalty: 3110.535400
	Iteration 15Q: 3 clusters Score -1754263 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1754463.250000 Penalty: 3110.535400
	Iteration 16Q: 3 clusters Score -1754463 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1754641.625000 Penalty: 3110.535400
	Iteration 17Q: 3 clusters Score -1754642 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1754805.250000 Penalty: 3110.535400
	Iteration 18Q: 3 clusters Score -1754805 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1754948.625000 Penalty: 3110.535400
	Iteration 19Q: 3 clusters Score -1754949 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1755102.500000 Penalty: 3110.535400
	Iteration 20F: 3 clusters Score -1755102 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1755251.250000 Penalty: 3110.535400
	Iteration 21Q: 3 clusters Score -1755251 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1755401.750000 Penalty: 3110.535400
	Iteration 22Q: 3 clusters Score -1755402 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1755542.000000 Penalty: 3110.535400
	Iteration 23Q: 3 clusters Score -1755542 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1755685.750000 Penalty: 3110.535400
	Iteration 24Q: 3 clusters Score -1755686 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1755846.250000 Penalty: 3110.535400
	Iteration 25Q: 3 clusters Score -1755846 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1756038.125000 Penalty: 3110.535400
	Iteration 26Q: 3 clusters Score -1756038 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1756254.375000 Penalty: 3110.535400
	Iteration 27Q: 3 clusters Score -1756254 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1756465.000000 Penalty: 3110.535400
	Iteration 28Q: 3 clusters Score -1756465 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1756666.000000 Penalty: 3110.535400
	Iteration 29Q: 3 clusters Score -1756666 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1756844.000000 Penalty: 3110.535400
	Iteration 30Q: 3 clusters Score -1756844 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1756983.625000 Penalty: 3110.535400
	Iteration 31Q: 3 clusters Score -1756984 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1757090.250000 Penalty: 3110.535400
	Iteration 32Q: 3 clusters Score -1757090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1757176.125000 Penalty: 3110.535400
	Iteration 33Q: 3 clusters Score -1757176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1757215.750000 Penalty: 3110.535400
	Iteration 34Q: 3 clusters Score -1757216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1757243.250000 Penalty: 3110.535400
	Iteration 35Q: 3 clusters Score -1757243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1757249.125000 Penalty: 3110.535400
	Iteration 36Q: 3 clusters Score -1757249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1757256.875000 Penalty: 3110.535400
	Iteration 37Q: 3 clusters Score -1757257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1757261.875000 Penalty: 3110.535400
	Iteration 38Q: 3 clusters Score -1757262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1757267.875000 Penalty: 3110.535400
	Iteration 39Q: 3 clusters Score -1757268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1757273.500000 Penalty: 3110.535400
	Iteration 40F: 3 clusters Score -1757274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1757276.375000 Penalty: 3110.535400
	Iteration 41Q: 3 clusters Score -1757276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1757278.250000 Penalty: 3110.535400
	Iteration 42Q: 3 clusters Score -1757278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1757280.125000 Penalty: 3110.535400
	Iteration 43Q: 3 clusters Score -1757280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1757282.750000 Penalty: 3110.535400
	Iteration 44Q: 3 clusters Score -1757283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1757285.000000 Penalty: 3110.535400
	Iteration 45Q: 3 clusters Score -1757285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1757288.250000 Penalty: 3110.535400
	Iteration 46Q: 3 clusters Score -1757288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1757285.750000 Penalty: 3110.535400
	Iteration 47Q: 3 clusters Score -1757286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1757286.250000 Penalty: 3110.535400
	Iteration 48Q: 3 clusters Score -1757286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1757286.375000 Penalty: 3110.535400
	Iteration 49Q: 3 clusters Score -1757286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1757286.375000 Penalty: 3110.535400
	Iteration 50F: 3 clusters Score -1757286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -193469.468750 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -193469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191643.718750 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -191643.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -192297.312500 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -192297.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192685.921875 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -192685.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -192999.578125 Penalty: 2418.429199
	Iteration 3F: 3 clusters Score -192999.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193204.796875 Penalty: 2418.429199
	Iteration 4F: 3 clusters Score -193204.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -193334.515625 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -193334.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -193406.937500 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -193406.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -193435.734375 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -193435.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -193445.828125 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -193445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -193450.796875 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -193450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -193455.609375 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -193455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -193459.609375 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -193459.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -193459.609375 Penalty: 2418.429199
	Iteration 12F: 3 clusters Score -193459.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -626448.437500 Penalty: 1389.382812
	Iteration 0F: 2 clusters Score -626448.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -622325.250000 Penalty: 2778.765625
	Iteration 0F: 3 clusters Score -622325.2 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -623523.500000 Penalty: 2778.765625
	Iteration 1F: 3 clusters Score -623523.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -623744.062500 Penalty: 2778.765625
	Iteration 2F: 3 clusters Score -623744.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -623931.437500 Penalty: 2778.765625
	Iteration 3F: 3 clusters Score -623931.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -624115.625000 Penalty: 2778.765625
	Iteration 4F: 3 clusters Score -624115.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -624279.125000 Penalty: 2778.765625
	Iteration 5Q: 3 clusters Score -624279.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -624412.500000 Penalty: 2778.765625
	Iteration 6Q: 3 clusters Score -624412.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -624545.500000 Penalty: 2778.765625
	Iteration 7Q: 3 clusters Score -624545.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -624657.375000 Penalty: 2778.765625
	Iteration 8Q: 3 clusters Score -624657.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -624755.375000 Penalty: 2778.765625
	Iteration 9Q: 3 clusters Score -624755.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -624880.187500 Penalty: 2778.765625
	Iteration 10Q: 3 clusters Score -624880.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -625024.562500 Penalty: 2778.765625
	Iteration 11Q: 3 clusters Score -625024.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -625193.437500 Penalty: 2778.765625
	Iteration 12Q: 3 clusters Score -625193.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -625343.625000 Penalty: 2778.765625
	Iteration 13Q: 3 clusters Score -625343.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -625467.187500 Penalty: 2778.765625
	Iteration 14Q: 3 clusters Score -625467.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -625561.437500 Penalty: 2778.765625
	Iteration 15Q: 3 clusters Score -625561.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -625635.687500 Penalty: 2778.765625
	Iteration 16Q: 3 clusters Score -625635.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -625689.750000 Penalty: 2778.765625
	Iteration 17Q: 3 clusters Score -625689.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -625749.562500 Penalty: 2778.765625
	Iteration 18Q: 3 clusters Score -625749.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -625794.562500 Penalty: 2778.765625
	Iteration 19Q: 3 clusters Score -625794.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -625838.812500 Penalty: 2778.765625
	Iteration 20F: 3 clusters Score -625838.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -625879.437500 Penalty: 2778.765625
	Iteration 21Q: 3 clusters Score -625879.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -625901.875000 Penalty: 2778.765625
	Iteration 22Q: 3 clusters Score -625901.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -625922.562500 Penalty: 2778.765625
	Iteration 23Q: 3 clusters Score -625922.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -625940.875000 Penalty: 2778.765625
	Iteration 24Q: 3 clusters Score -625940.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -625956.250000 Penalty: 2778.765625
	Iteration 25Q: 3 clusters Score -625956.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -625972.437500 Penalty: 2778.765625
	Iteration 26Q: 3 clusters Score -625972.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -625984.562500 Penalty: 2778.765625
	Iteration 27Q: 3 clusters Score -625984.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -625991.062500 Penalty: 2778.765625
	Iteration 28Q: 3 clusters Score -625991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -626002.187500 Penalty: 2778.765625
	Iteration 29Q: 3 clusters Score -626002.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -626011.437500 Penalty: 2778.765625
	Iteration 30Q: 3 clusters Score -626011.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -626022.500000 Penalty: 2778.765625
	Iteration 31Q: 3 clusters Score -626022.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -626028.125000 Penalty: 2778.765625
	Iteration 32Q: 3 clusters Score -626028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -626030.937500 Penalty: 2778.765625
	Iteration 33Q: 3 clusters Score -626030.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -626036.750000 Penalty: 2778.765625
	Iteration 34Q: 3 clusters Score -626036.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -626040.937500 Penalty: 2778.765625
	Iteration 35Q: 3 clusters Score -626040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -626044.000000 Penalty: 2778.765625
	Iteration 36Q: 3 clusters Score -626044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -626045.437500 Penalty: 2778.765625
	Iteration 37Q: 3 clusters Score -626045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -626045.812500 Penalty: 2778.765625
	Iteration 38Q: 3 clusters Score -626045.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -626046.875000 Penalty: 2778.765625
	Iteration 39Q: 3 clusters Score -626046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -626050.625000 Penalty: 2778.765625
	Iteration 40F: 3 clusters Score -626050.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -626055.062500 Penalty: 2778.765625
	Iteration 41Q: 3 clusters Score -626055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -626063.250000 Penalty: 2778.765625
	Iteration 42Q: 3 clusters Score -626063.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -626071.875000 Penalty: 2778.765625
	Iteration 43Q: 3 clusters Score -626071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -626079.312500 Penalty: 2778.765625
	Iteration 44Q: 3 clusters Score -626079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -626082.500000 Penalty: 2778.765625
	Iteration 45Q: 3 clusters Score -626082.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -626086.875000 Penalty: 2778.765625
	Iteration 46Q: 3 clusters Score -626086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -626090.750000 Penalty: 2778.765625
	Iteration 47Q: 3 clusters Score -626090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -626094.062500 Penalty: 2778.765625
	Iteration 48Q: 3 clusters Score -626094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -626097.187500 Penalty: 2778.765625
	Iteration 49Q: 3 clusters Score -626097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -626099.625000 Penalty: 2778.765625
	Iteration 50Q: 3 clusters Score -626099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -626101.875000 Penalty: 2778.765625
	Iteration 51Q: 3 clusters Score -626101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -626103.562500 Penalty: 2778.765625
	Iteration 52Q: 3 clusters Score -626103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -626104.812500 Penalty: 2778.765625
	Iteration 53Q: 3 clusters Score -626104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -626105.937500 Penalty: 2778.765625
	Iteration 54Q: 3 clusters Score -626105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -626106.750000 Penalty: 2778.765625
	Iteration 55Q: 3 clusters Score -626106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -626106.375000 Penalty: 2778.765625
	Iteration 56Q: 3 clusters Score -626106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -626107.562500 Penalty: 2778.765625
	Iteration 57Q: 3 clusters Score -626107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -626107.562500 Penalty: 2778.765625
	Iteration 58F: 3 clusters Score -626107.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (119024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Entering Unmasked Estep 
Score: -14951023.000000 Penalty: 1899.150513
	Iteration 0F: 2 clusters Score -1.495102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -14875538.000000 Penalty: 3798.301025
	Iteration 0F: 3 clusters Score -1.487554e+07 nChanged 57421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -14909322.000000 Penalty: 3798.301025
	Iteration 1F: 3 clusters Score -1.490932e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -14910497.000000 Penalty: 3798.301025
	Iteration 2Q: 3 clusters Score -1.49105e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -14912114.000000 Penalty: 3798.301025
	Iteration 3Q: 3 clusters Score -1.491211e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -14914552.000000 Penalty: 3798.301025
	Iteration 4Q: 3 clusters Score -1.491455e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -14918126.000000 Penalty: 3798.301025
	Iteration 5F: 3 clusters Score -1.491813e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -14923239.000000 Penalty: 3798.301025
	Iteration 6F: 3 clusters Score -1.492324e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -14929131.000000 Penalty: 3798.301025
	Iteration 7F: 3 clusters Score -1.492913e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -14933933.000000 Penalty: 3798.301025
	Iteration 8F: 3 clusters Score -1.493393e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -14936061.000000 Penalty: 3798.301025
	Iteration 9Q: 3 clusters Score -1.493606e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -14936803.000000 Penalty: 3798.301025
	Iteration 10Q: 3 clusters Score -1.49368e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -14937222.000000 Penalty: 3798.301025
	Iteration 11Q: 3 clusters Score -1.493722e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -14937609.000000 Penalty: 3798.301025
	Iteration 12Q: 3 clusters Score -1.493761e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -14937984.000000 Penalty: 3798.301025
	Iteration 13Q: 3 clusters Score -1.493798e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -14938425.000000 Penalty: 3798.301025
	Iteration 14Q: 3 clusters Score -1.493842e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -14938812.000000 Penalty: 3798.301025
	Iteration 15Q: 3 clusters Score -1.493881e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -14939263.000000 Penalty: 3798.301025
	Iteration 16Q: 3 clusters Score -1.493926e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -14939824.000000 Penalty: 3798.301025
	Iteration 17Q: 3 clusters Score -1.493982e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -14940433.000000 Penalty: 3798.301025
	Iteration 18Q: 3 clusters Score -1.494043e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -14941078.000000 Penalty: 3798.301025
	Iteration 19Q: 3 clusters Score -1.494108e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -14941866.000000 Penalty: 3798.301025
	Iteration 20F: 3 clusters Score -1.494187e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -14942554.000000 Penalty: 3798.301025
	Iteration 21Q: 3 clusters Score -1.494255e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -14943209.000000 Penalty: 3798.301025
	Iteration 22Q: 3 clusters Score -1.494321e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -14943874.000000 Penalty: 3798.301025
	Iteration 23Q: 3 clusters Score -1.494387e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -14944646.000000 Penalty: 3798.301025
	Iteration 24Q: 3 clusters Score -1.494465e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -14945322.000000 Penalty: 3798.301025
	Iteration 25Q: 3 clusters Score -1.494532e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -14946087.000000 Penalty: 3798.301025
	Iteration 26Q: 3 clusters Score -1.494609e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -14946965.000000 Penalty: 3798.301025
	Iteration 27Q: 3 clusters Score -1.494696e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -14947709.000000 Penalty: 3798.301025
	Iteration 28Q: 3 clusters Score -1.494771e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -14948413.000000 Penalty: 3798.301025
	Iteration 29Q: 3 clusters Score -1.494841e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -14949148.000000 Penalty: 3798.301025
	Iteration 30Q: 3 clusters Score -1.494915e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -14949850.000000 Penalty: 3798.301025
	Iteration 31Q: 3 clusters Score -1.494985e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -14950462.000000 Penalty: 3798.301025
	Iteration 32Q: 3 clusters Score -1.495046e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -14950803.000000 Penalty: 3798.301025
	Iteration 33Q: 3 clusters Score -1.49508e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -14950969.000000 Penalty: 3798.301025
	Iteration 34Q: 3 clusters Score -1.495097e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 112087 members 
Entering Unmasked Estep 
Score: -14951067.000000 Penalty: 3798.301025
	Iteration 35Q: 3 clusters Score -1.495107e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -14951059.000000 Penalty: 3798.301025
	Iteration 36Q: 3 clusters Score -1.495106e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -14951081.000000 Penalty: 3798.301025
	Iteration 37Q: 3 clusters Score -1.495108e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -14951020.000000 Penalty: 3798.301025
	Iteration 38Q: 3 clusters Score -1.495102e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -14950942.000000 Penalty: 3798.301025
	Iteration 39Q: 3 clusters Score -1.495094e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 115424 members 
Entering Unmasked Estep 
Score: -14950919.000000 Penalty: 3798.301025
	Iteration 40F: 3 clusters Score -1.495092e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -14950831.000000 Penalty: 3798.301025
	Iteration 41Q: 3 clusters Score -1.495083e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 116211 members 
Entering Unmasked Estep 
Score: -14950770.000000 Penalty: 3798.301025
	Iteration 42Q: 3 clusters Score -1.495077e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 116515 members 
Entering Unmasked Estep 
Score: -14950704.000000 Penalty: 3798.301025
	Iteration 43Q: 3 clusters Score -1.49507e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -14950640.000000 Penalty: 3798.301025
	Iteration 44Q: 3 clusters Score -1.495064e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -14950579.000000 Penalty: 3798.301025
	Iteration 45Q: 3 clusters Score -1.495058e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -14950519.000000 Penalty: 3798.301025
	Iteration 46Q: 3 clusters Score -1.495052e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -14950504.000000 Penalty: 3798.301025
	Iteration 47Q: 3 clusters Score -1.49505e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -14950493.000000 Penalty: 3798.301025
	Iteration 48Q: 3 clusters Score -1.495049e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -14950471.000000 Penalty: 3798.301025
	Iteration 49Q: 3 clusters Score -1.495047e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -14950428.000000 Penalty: 3798.301025
	Iteration 50Q: 3 clusters Score -1.495043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 117437 members 
Entering Unmasked Estep 
Score: -14950443.000000 Penalty: 3798.301025
	Iteration 51Q: 3 clusters Score -1.495044e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -14950414.000000 Penalty: 3798.301025
	Iteration 52Q: 3 clusters Score -1.495041e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 117544 members 
Entering Unmasked Estep 
Score: -14950376.000000 Penalty: 3798.301025
	Iteration 53Q: 3 clusters Score -1.495038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -14950379.000000 Penalty: 3798.301025
	Iteration 54Q: 3 clusters Score -1.495038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 117622 members 
Entering Unmasked Estep 
Score: -14950354.000000 Penalty: 3798.301025
	Iteration 55Q: 3 clusters Score -1.495035e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -14950315.000000 Penalty: 3798.301025
	Iteration 56Q: 3 clusters Score -1.495032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 117681 members 
Entering Unmasked Estep 
Score: -14950321.000000 Penalty: 3798.301025
	Iteration 57Q: 3 clusters Score -1.495032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -14950315.000000 Penalty: 3798.301025
	Iteration 58Q: 3 clusters Score -1.495032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 117740 members 
Entering Unmasked Estep 
Score: -14950323.000000 Penalty: 3798.301025
	Iteration 59Q: 3 clusters Score -1.495032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 117770 members 
Entering Unmasked Estep 
Score: -14950313.000000 Penalty: 3798.301025
	Iteration 60F: 3 clusters Score -1.495031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -14950317.000000 Penalty: 3798.301025
	Iteration 61Q: 3 clusters Score -1.495032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 117807 members 
Entering Unmasked Estep 
Score: -14950308.000000 Penalty: 3798.301025
	Iteration 62Q: 3 clusters Score -1.495031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -14950316.000000 Penalty: 3798.301025
	Iteration 63Q: 3 clusters Score -1.495032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 117834 members 
Entering Unmasked Estep 
Score: -14950311.000000 Penalty: 3798.301025
	Iteration 64Q: 3 clusters Score -1.495031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 117849 members 
Entering Unmasked Estep 
Score: -14950322.000000 Penalty: 3798.301025
	Iteration 65Q: 3 clusters Score -1.495032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -14950295.000000 Penalty: 3798.301025
	Iteration 66Q: 3 clusters Score -1.49503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -14950299.000000 Penalty: 3798.301025
	Iteration 67Q: 3 clusters Score -1.49503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 117872 members 
Entering Unmasked Estep 
Score: -14950288.000000 Penalty: 3798.301025
	Iteration 68Q: 3 clusters Score -1.495029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -14950281.000000 Penalty: 3798.301025
	Iteration 69Q: 3 clusters Score -1.495028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -14950277.000000 Penalty: 3798.301025
	Iteration 70Q: 3 clusters Score -1.495028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -14950277.000000 Penalty: 3798.301025
	Iteration 71F: 3 clusters Score -1.495028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -63783.308594 Penalty: 1045.091309
	Iteration 0F: 2 clusters Score -63783.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62621.867188 Penalty: 2090.182617
	Iteration 0F: 3 clusters Score -62621.87 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62823.703125 Penalty: 2090.182617
	Iteration 1F: 3 clusters Score -62823.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62897.707031 Penalty: 2090.182617
	Iteration 2F: 3 clusters Score -62897.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62962.042969 Penalty: 2090.182617
	Iteration 3Q: 3 clusters Score -62962.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62994.906250 Penalty: 2090.182617
	Iteration 4Q: 3 clusters Score -62994.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63008.984375 Penalty: 2090.182617
	Iteration 5Q: 3 clusters Score -63008.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63014.613281 Penalty: 2090.182617
	Iteration 6Q: 3 clusters Score -63014.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63020.878906 Penalty: 2090.182617
	Iteration 7Q: 3 clusters Score -63020.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63023.226562 Penalty: 2090.182617
	Iteration 8Q: 3 clusters Score -63023.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63025.933594 Penalty: 2090.182617
	Iteration 9Q: 3 clusters Score -63025.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63027.843750 Penalty: 2090.182617
	Iteration 10Q: 3 clusters Score -63027.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63032.152344 Penalty: 2090.182617
	Iteration 11Q: 3 clusters Score -63032.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63036.617188 Penalty: 2090.182617
	Iteration 12Q: 3 clusters Score -63036.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63039.132812 Penalty: 2090.182617
	Iteration 13Q: 3 clusters Score -63039.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63039.132812 Penalty: 2090.182617
	Iteration 14F: 3 clusters Score -63039.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (109487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109487 members 
Entering Unmasked Estep 
Score: -13853531.000000 Penalty: 1885.578735
	Iteration 0F: 2 clusters Score -1.385353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -13781984.000000 Penalty: 3771.157471
	Iteration 0F: 3 clusters Score -1.378198e+07 nChanged 52334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -13812657.000000 Penalty: 3771.157471
	Iteration 1F: 3 clusters Score -1.381266e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -13813519.000000 Penalty: 3771.157471
	Iteration 2Q: 3 clusters Score -1.381352e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -13814481.000000 Penalty: 3771.157471
	Iteration 3Q: 3 clusters Score -1.381448e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -13815867.000000 Penalty: 3771.157471
	Iteration 4Q: 3 clusters Score -1.381587e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -13818335.000000 Penalty: 3771.157471
	Iteration 5Q: 3 clusters Score -1.381834e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -13822183.000000 Penalty: 3771.157471
	Iteration 6F: 3 clusters Score -1.382218e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -13827953.000000 Penalty: 3771.157471
	Iteration 7F: 3 clusters Score -1.382795e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -13833828.000000 Penalty: 3771.157471
	Iteration 8F: 3 clusters Score -1.383383e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -13837190.000000 Penalty: 3771.157471
	Iteration 9F: 3 clusters Score -1.383719e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -13838525.000000 Penalty: 3771.157471
	Iteration 10Q: 3 clusters Score -1.383852e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -13839324.000000 Penalty: 3771.157471
	Iteration 11Q: 3 clusters Score -1.383932e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -13839988.000000 Penalty: 3771.157471
	Iteration 12Q: 3 clusters Score -1.383999e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -13840664.000000 Penalty: 3771.157471
	Iteration 13Q: 3 clusters Score -1.384066e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -13841380.000000 Penalty: 3771.157471
	Iteration 14Q: 3 clusters Score -1.384138e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -13842159.000000 Penalty: 3771.157471
	Iteration 15Q: 3 clusters Score -1.384216e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -13842891.000000 Penalty: 3771.157471
	Iteration 16Q: 3 clusters Score -1.384289e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -13843684.000000 Penalty: 3771.157471
	Iteration 17Q: 3 clusters Score -1.384368e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -13844501.000000 Penalty: 3771.157471
	Iteration 18Q: 3 clusters Score -1.38445e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -13845237.000000 Penalty: 3771.157471
	Iteration 19Q: 3 clusters Score -1.384524e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -13846073.000000 Penalty: 3771.157471
	Iteration 20F: 3 clusters Score -1.384607e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -13846928.000000 Penalty: 3771.157471
	Iteration 21Q: 3 clusters Score -1.384693e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96345 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -13847741.000000 Penalty: 3771.157471
	Iteration 22Q: 3 clusters Score -1.384774e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -13848462.000000 Penalty: 3771.157471
	Iteration 23Q: 3 clusters Score -1.384846e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -13849175.000000 Penalty: 3771.157471
	Iteration 24Q: 3 clusters Score -1.384918e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -13849853.000000 Penalty: 3771.157471
	Iteration 25Q: 3 clusters Score -1.384985e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -13850427.000000 Penalty: 3771.157471
	Iteration 26Q: 3 clusters Score -1.385043e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -13850915.000000 Penalty: 3771.157471
	Iteration 27Q: 3 clusters Score -1.385092e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -13851333.000000 Penalty: 3771.157471
	Iteration 28Q: 3 clusters Score -1.385133e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -13851683.000000 Penalty: 3771.157471
	Iteration 29Q: 3 clusters Score -1.385168e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -13851887.000000 Penalty: 3771.157471
	Iteration 30Q: 3 clusters Score -1.385189e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -13852046.000000 Penalty: 3771.157471
	Iteration 31Q: 3 clusters Score -1.385205e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -13852099.000000 Penalty: 3771.157471
	Iteration 32Q: 3 clusters Score -1.38521e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107665 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -13852223.000000 Penalty: 3771.157471
	Iteration 33Q: 3 clusters Score -1.385222e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13852277.000000 Penalty: 3771.157471
	Iteration 34Q: 3 clusters Score -1.385228e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13852301.000000 Penalty: 3771.157471
	Iteration 35Q: 3 clusters Score -1.38523e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13852336.000000 Penalty: 3771.157471
	Iteration 36Q: 3 clusters Score -1.385234e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13852353.000000 Penalty: 3771.157471
	Iteration 37Q: 3 clusters Score -1.385235e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108445 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13852327.000000 Penalty: 3771.157471
	Iteration 38Q: 3 clusters Score -1.385233e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13852337.000000 Penalty: 3771.157471
	Iteration 39Q: 3 clusters Score -1.385234e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13852340.000000 Penalty: 3771.157471
	Iteration 40F: 3 clusters Score -1.385234e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13852350.000000 Penalty: 3771.157471
	Iteration 41Q: 3 clusters Score -1.385235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13852338.000000 Penalty: 3771.157471
	Iteration 42Q: 3 clusters Score -1.385234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13852355.000000 Penalty: 3771.157471
	Iteration 43Q: 3 clusters Score -1.385236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13852342.000000 Penalty: 3771.157471
	Iteration 44Q: 3 clusters Score -1.385234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13852364.000000 Penalty: 3771.157471
	Iteration 45Q: 3 clusters Score -1.385236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13852369.000000 Penalty: 3771.157471
	Iteration 46Q: 3 clusters Score -1.385237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13852361.000000 Penalty: 3771.157471
	Iteration 47Q: 3 clusters Score -1.385236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13852371.000000 Penalty: 3771.157471
	Iteration 48Q: 3 clusters Score -1.385237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108723 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13852377.000000 Penalty: 3771.157471
	Iteration 49Q: 3 clusters Score -1.385238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13852388.000000 Penalty: 3771.157471
	Iteration 50Q: 3 clusters Score -1.385239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108735 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13852385.000000 Penalty: 3771.157471
	Iteration 51Q: 3 clusters Score -1.385238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13852380.000000 Penalty: 3771.157471
	Iteration 52Q: 3 clusters Score -1.385238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13852379.000000 Penalty: 3771.157471
	Iteration 53Q: 3 clusters Score -1.385238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13852385.000000 Penalty: 3771.157471
	Iteration 54Q: 3 clusters Score -1.385238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13852386.000000 Penalty: 3771.157471
	Iteration 55Q: 3 clusters Score -1.385239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108744 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13852397.000000 Penalty: 3771.157471
	Iteration 56Q: 3 clusters Score -1.38524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13852387.000000 Penalty: 3771.157471
	Iteration 57Q: 3 clusters Score -1.385239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13852387.000000 Penalty: 3771.157471
	Iteration 58F: 3 clusters Score -1.385239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -14071.125977 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -14071.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13456.076172 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -13456.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13631.917969 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -13631.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13794.270508 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -13794.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13838.964844 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -13838.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13842.671875 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -13842.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13843.931641 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -13843.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13843.931641 Penalty: 1701.843628
	Iteration 6F: 3 clusters Score -13843.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Entering Unmasked Estep 
Score: -1144241.125000 Penalty: 1484.765137
	Iteration 0F: 2 clusters Score -1144241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1137538.625000 Penalty: 2969.530273
	Iteration 0F: 3 clusters Score -1137539 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1139654.375000 Penalty: 2969.530273
	Iteration 1F: 3 clusters Score -1139654 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1140035.125000 Penalty: 2969.530273
	Iteration 2F: 3 clusters Score -1140035 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1140436.625000 Penalty: 2969.530273
	Iteration 3F: 3 clusters Score -1140437 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1140957.250000 Penalty: 2969.530273
	Iteration 4F: 3 clusters Score -1140957 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1141611.000000 Penalty: 2969.530273
	Iteration 5F: 3 clusters Score -1141611 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1142241.625000 Penalty: 2969.530273
	Iteration 6F: 3 clusters Score -1142242 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1142729.500000 Penalty: 2969.530273
	Iteration 7F: 3 clusters Score -1142730 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1143073.375000 Penalty: 2969.530273
	Iteration 8Q: 3 clusters Score -1143073 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1143313.250000 Penalty: 2969.530273
	Iteration 9Q: 3 clusters Score -1143313 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1143452.750000 Penalty: 2969.530273
	Iteration 10Q: 3 clusters Score -1143453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1143511.750000 Penalty: 2969.530273
	Iteration 11Q: 3 clusters Score -1143512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1143548.250000 Penalty: 2969.530273
	Iteration 12Q: 3 clusters Score -1143548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1143568.875000 Penalty: 2969.530273
	Iteration 13Q: 3 clusters Score -1143569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1143580.750000 Penalty: 2969.530273
	Iteration 14Q: 3 clusters Score -1143581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1143598.375000 Penalty: 2969.530273
	Iteration 15Q: 3 clusters Score -1143598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1143605.875000 Penalty: 2969.530273
	Iteration 16Q: 3 clusters Score -1143606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1143617.125000 Penalty: 2969.530273
	Iteration 17Q: 3 clusters Score -1143617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1143627.250000 Penalty: 2969.530273
	Iteration 18Q: 3 clusters Score -1143627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1143642.375000 Penalty: 2969.530273
	Iteration 19Q: 3 clusters Score -1143642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1143651.750000 Penalty: 2969.530273
	Iteration 20F: 3 clusters Score -1143652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1143656.375000 Penalty: 2969.530273
	Iteration 21Q: 3 clusters Score -1143656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1143661.375000 Penalty: 2969.530273
	Iteration 22Q: 3 clusters Score -1143661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1143661.625000 Penalty: 2969.530273
	Iteration 23Q: 3 clusters Score -1143662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1143662.500000 Penalty: 2969.530273
	Iteration 24Q: 3 clusters Score -1143662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1143665.500000 Penalty: 2969.530273
	Iteration 25Q: 3 clusters Score -1143666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1143666.500000 Penalty: 2969.530273
	Iteration 26Q: 3 clusters Score -1143666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1143666.875000 Penalty: 2969.530273
	Iteration 27Q: 3 clusters Score -1143667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1143670.500000 Penalty: 2969.530273
	Iteration 28Q: 3 clusters Score -1143670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1143669.750000 Penalty: 2969.530273
	Iteration 29Q: 3 clusters Score -1143670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1143669.750000 Penalty: 2969.530273
	Iteration 30F: 3 clusters Score -1143670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -25186.619141 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -25186.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24345.968750 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -24345.97 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24557.714844 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24557.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24675.136719 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -24675.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24763.515625 Penalty: 1849.366821
	Iteration 3F: 3 clusters Score -24763.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24799.683594 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -24799.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24821.441406 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -24821.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24825.169922 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -24825.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24825.169922 Penalty: 1849.366821
	Iteration 7F: 3 clusters Score -24825.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -163090.046875 Penalty: 1161.222534
	Iteration 0F: 2 clusters Score -163090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161451.359375 Penalty: 2322.445068
	Iteration 0F: 3 clusters Score -161451.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161746.000000 Penalty: 2322.445068
	Iteration 1F: 3 clusters Score -161746 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161816.671875 Penalty: 2322.445068
	Iteration 2F: 3 clusters Score -161816.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161852.156250 Penalty: 2322.445068
	Iteration 3Q: 3 clusters Score -161852.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161873.750000 Penalty: 2322.445068
	Iteration 4Q: 3 clusters Score -161873.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161892.015625 Penalty: 2322.445068
	Iteration 5Q: 3 clusters Score -161892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -161903.046875 Penalty: 2322.445068
	Iteration 6Q: 3 clusters Score -161903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161904.968750 Penalty: 2322.445068
	Iteration 7Q: 3 clusters Score -161905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161907.062500 Penalty: 2322.445068
	Iteration 8Q: 3 clusters Score -161907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -161912.187500 Penalty: 2322.445068
	Iteration 9Q: 3 clusters Score -161912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -161915.796875 Penalty: 2322.445068
	Iteration 10Q: 3 clusters Score -161915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161916.468750 Penalty: 2322.445068
	Iteration 11Q: 3 clusters Score -161916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161916.468750 Penalty: 2322.445068
	Iteration 12F: 3 clusters Score -161916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -261364.343750 Penalty: 1247.577637
	Iteration 0F: 2 clusters Score -261364.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -259162.656250 Penalty: 2495.155273
	Iteration 0F: 3 clusters Score -259162.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -259633.390625 Penalty: 2495.155273
	Iteration 1F: 3 clusters Score -259633.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -259734.703125 Penalty: 2495.155273
	Iteration 2F: 3 clusters Score -259734.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259804.937500 Penalty: 2495.155273
	Iteration 3Q: 3 clusters Score -259804.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -259852.000000 Penalty: 2495.155273
	Iteration 4Q: 3 clusters Score -259852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -259891.453125 Penalty: 2495.155273
	Iteration 5Q: 3 clusters Score -259891.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -259922.281250 Penalty: 2495.155273
	Iteration 6Q: 3 clusters Score -259922.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -259942.171875 Penalty: 2495.155273
	Iteration 7Q: 3 clusters Score -259942.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -259973.359375 Penalty: 2495.155273
	Iteration 8Q: 3 clusters Score -259973.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -260010.453125 Penalty: 2495.155273
	Iteration 9Q: 3 clusters Score -260010.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -260047.078125 Penalty: 2495.155273
	Iteration 10Q: 3 clusters Score -260047.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -260083.281250 Penalty: 2495.155273
	Iteration 11Q: 3 clusters Score -260083.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -260152.187500 Penalty: 2495.155273
	Iteration 12Q: 3 clusters Score -260152.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -260275.359375 Penalty: 2495.155273
	Iteration 13Q: 3 clusters Score -260275.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -260456.796875 Penalty: 2495.155273
	Iteration 14Q: 3 clusters Score -260456.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -260648.750000 Penalty: 2495.155273
	Iteration 15Q: 3 clusters Score -260648.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -260765.828125 Penalty: 2495.155273
	Iteration 16Q: 3 clusters Score -260765.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -260829.593750 Penalty: 2495.155273
	Iteration 17Q: 3 clusters Score -260829.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -260876.218750 Penalty: 2495.155273
	Iteration 18Q: 3 clusters Score -260876.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -260900.281250 Penalty: 2495.155273
	Iteration 19Q: 3 clusters Score -260900.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -260915.937500 Penalty: 2495.155273
	Iteration 20F: 3 clusters Score -260915.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -260922.640625 Penalty: 2495.155273
	Iteration 21Q: 3 clusters Score -260922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -260927.484375 Penalty: 2495.155273
	Iteration 22Q: 3 clusters Score -260927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -260932.093750 Penalty: 2495.155273
	Iteration 23Q: 3 clusters Score -260932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -260938.406250 Penalty: 2495.155273
	Iteration 24Q: 3 clusters Score -260938.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -260943.937500 Penalty: 2495.155273
	Iteration 25Q: 3 clusters Score -260943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -260950.656250 Penalty: 2495.155273
	Iteration 26Q: 3 clusters Score -260950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -260957.421875 Penalty: 2495.155273
	Iteration 27Q: 3 clusters Score -260957.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -260965.125000 Penalty: 2495.155273
	Iteration 28Q: 3 clusters Score -260965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -260972.890625 Penalty: 2495.155273
	Iteration 29Q: 3 clusters Score -260972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -260979.234375 Penalty: 2495.155273
	Iteration 30Q: 3 clusters Score -260979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -260982.484375 Penalty: 2495.155273
	Iteration 31Q: 3 clusters Score -260982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -260988.046875 Penalty: 2495.155273
	Iteration 32Q: 3 clusters Score -260988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -260992.093750 Penalty: 2495.155273
	Iteration 33Q: 3 clusters Score -260992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -260993.718750 Penalty: 2495.155273
	Iteration 34Q: 3 clusters Score -260993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -260997.625000 Penalty: 2495.155273
	Iteration 35Q: 3 clusters Score -260997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -261001.625000 Penalty: 2495.155273
	Iteration 36Q: 3 clusters Score -261001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261006.375000 Penalty: 2495.155273
	Iteration 37Q: 3 clusters Score -261006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -261008.781250 Penalty: 2495.155273
	Iteration 38Q: 3 clusters Score -261008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261010.078125 Penalty: 2495.155273
	Iteration 39Q: 3 clusters Score -261010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -261010.375000 Penalty: 2495.155273
	Iteration 40F: 3 clusters Score -261010.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -65798.632812 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -65798.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64722.156250 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -64722.16 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65173.902344 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -65173.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65358.093750 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -65358.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65469.007812 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -65469.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65556.226562 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -65556.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65603.460938 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -65603.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65628.562500 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -65628.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65645.156250 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -65645.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65651.343750 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -65651.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65656.054688 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -65656.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65656.054688 Penalty: 2099.977051
	Iteration 10F: 3 clusters Score -65656.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Entering Unmasked Estep 
Score: -1966308.375000 Penalty: 1573.815796
	Iteration 0F: 2 clusters Score -1966308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1955371.500000 Penalty: 3147.631592
	Iteration 0F: 3 clusters Score -1955372 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1959203.000000 Penalty: 3147.631592
	Iteration 1F: 3 clusters Score -1959203 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1959627.625000 Penalty: 3147.631592
	Iteration 2F: 3 clusters Score -1959628 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1960209.875000 Penalty: 3147.631592
	Iteration 3F: 3 clusters Score -1960210 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1960967.375000 Penalty: 3147.631592
	Iteration 4F: 3 clusters Score -1960967 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1961835.625000 Penalty: 3147.631592
	Iteration 5F: 3 clusters Score -1961836 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1962681.625000 Penalty: 3147.631592
	Iteration 6F: 3 clusters Score -1962682 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1963450.250000 Penalty: 3147.631592
	Iteration 7F: 3 clusters Score -1963450 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1964065.000000 Penalty: 3147.631592
	Iteration 8Q: 3 clusters Score -1964065 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1964498.375000 Penalty: 3147.631592
	Iteration 9Q: 3 clusters Score -1964498 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1964773.625000 Penalty: 3147.631592
	Iteration 10Q: 3 clusters Score -1964774 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1964926.500000 Penalty: 3147.631592
	Iteration 11Q: 3 clusters Score -1964926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1964999.000000 Penalty: 3147.631592
	Iteration 12Q: 3 clusters Score -1964999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1965050.250000 Penalty: 3147.631592
	Iteration 13Q: 3 clusters Score -1965050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1965070.750000 Penalty: 3147.631592
	Iteration 14Q: 3 clusters Score -1965071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1965082.875000 Penalty: 3147.631592
	Iteration 15Q: 3 clusters Score -1965083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1965097.500000 Penalty: 3147.631592
	Iteration 16Q: 3 clusters Score -1965098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1965118.500000 Penalty: 3147.631592
	Iteration 17Q: 3 clusters Score -1965118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1965135.125000 Penalty: 3147.631592
	Iteration 18Q: 3 clusters Score -1965135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1965142.375000 Penalty: 3147.631592
	Iteration 19Q: 3 clusters Score -1965142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1965147.375000 Penalty: 3147.631592
	Iteration 20F: 3 clusters Score -1965147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1965146.250000 Penalty: 3147.631592
	Iteration 21Q: 3 clusters Score -1965146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1965147.750000 Penalty: 3147.631592
	Iteration 22Q: 3 clusters Score -1965148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1965154.125000 Penalty: 3147.631592
	Iteration 23Q: 3 clusters Score -1965154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1965158.250000 Penalty: 3147.631592
	Iteration 24Q: 3 clusters Score -1965158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1965170.000000 Penalty: 3147.631592
	Iteration 25Q: 3 clusters Score -1965170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1965169.000000 Penalty: 3147.631592
	Iteration 26Q: 3 clusters Score -1965169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1965170.625000 Penalty: 3147.631592
	Iteration 27Q: 3 clusters Score -1965171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1965170.250000 Penalty: 3147.631592
	Iteration 28Q: 3 clusters Score -1965170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1965173.625000 Penalty: 3147.631592
	Iteration 29Q: 3 clusters Score -1965174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1965170.125000 Penalty: 3147.631592
	Iteration 30Q: 3 clusters Score -1965170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1965174.250000 Penalty: 3147.631592
	Iteration 31Q: 3 clusters Score -1965174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1965174.125000 Penalty: 3147.631592
	Iteration 32Q: 3 clusters Score -1965174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1965172.750000 Penalty: 3147.631592
	Iteration 33Q: 3 clusters Score -1965173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1965173.875000 Penalty: 3147.631592
	Iteration 34Q: 3 clusters Score -1965174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1965176.500000 Penalty: 3147.631592
	Iteration 35Q: 3 clusters Score -1965176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1965175.250000 Penalty: 3147.631592
	Iteration 36Q: 3 clusters Score -1965175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1965175.250000 Penalty: 3147.631592
	Iteration 37F: 3 clusters Score -1965175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Entering Unmasked Estep 
Score: -3668895.250000 Penalty: 1669.112061
	Iteration 0F: 2 clusters Score -3668895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3649347.500000 Penalty: 3338.224121
	Iteration 0F: 3 clusters Score -3649348 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3656605.000000 Penalty: 3338.224121
	Iteration 1F: 3 clusters Score -3656605 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3656981.250000 Penalty: 3338.224121
	Iteration 2Q: 3 clusters Score -3656981 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3657310.250000 Penalty: 3338.224121
	Iteration 3Q: 3 clusters Score -3657310 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3657691.000000 Penalty: 3338.224121
	Iteration 4Q: 3 clusters Score -3657691 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3658208.500000 Penalty: 3338.224121
	Iteration 5Q: 3 clusters Score -3658208 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3659020.500000 Penalty: 3338.224121
	Iteration 6F: 3 clusters Score -3659020 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3660279.000000 Penalty: 3338.224121
	Iteration 7F: 3 clusters Score -3660279 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3661980.750000 Penalty: 3338.224121
	Iteration 8F: 3 clusters Score -3661981 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3663649.750000 Penalty: 3338.224121
	Iteration 9F: 3 clusters Score -3663650 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3665022.500000 Penalty: 3338.224121
	Iteration 10F: 3 clusters Score -3665022 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3665983.250000 Penalty: 3338.224121
	Iteration 11Q: 3 clusters Score -3665983 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3666500.000000 Penalty: 3338.224121
	Iteration 12Q: 3 clusters Score -3666500 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3666783.500000 Penalty: 3338.224121
	Iteration 13Q: 3 clusters Score -3666784 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3666948.500000 Penalty: 3338.224121
	Iteration 14Q: 3 clusters Score -3666948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3667062.250000 Penalty: 3338.224121
	Iteration 15Q: 3 clusters Score -3667062 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3667129.000000 Penalty: 3338.224121
	Iteration 16Q: 3 clusters Score -3667129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3667199.500000 Penalty: 3338.224121
	Iteration 17Q: 3 clusters Score -3667200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3667246.250000 Penalty: 3338.224121
	Iteration 18Q: 3 clusters Score -3667246 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3667284.500000 Penalty: 3338.224121
	Iteration 19Q: 3 clusters Score -3667284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3667310.750000 Penalty: 3338.224121
	Iteration 20F: 3 clusters Score -3667311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3667345.000000 Penalty: 3338.224121
	Iteration 21Q: 3 clusters Score -3667345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3667365.250000 Penalty: 3338.224121
	Iteration 22Q: 3 clusters Score -3667365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3667379.000000 Penalty: 3338.224121
	Iteration 23Q: 3 clusters Score -3667379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3667394.250000 Penalty: 3338.224121
	Iteration 24Q: 3 clusters Score -3667394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3667393.000000 Penalty: 3338.224121
	Iteration 25Q: 3 clusters Score -3667393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3667399.250000 Penalty: 3338.224121
	Iteration 26Q: 3 clusters Score -3667399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3667415.000000 Penalty: 3338.224121
	Iteration 27Q: 3 clusters Score -3667415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3667421.000000 Penalty: 3338.224121
	Iteration 28Q: 3 clusters Score -3667421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3667437.000000 Penalty: 3338.224121
	Iteration 29Q: 3 clusters Score -3667437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3667458.250000 Penalty: 3338.224121
	Iteration 30Q: 3 clusters Score -3667458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3667465.250000 Penalty: 3338.224121
	Iteration 31Q: 3 clusters Score -3667465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3667473.500000 Penalty: 3338.224121
	Iteration 32Q: 3 clusters Score -3667474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3667474.000000 Penalty: 3338.224121
	Iteration 33Q: 3 clusters Score -3667474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3667476.250000 Penalty: 3338.224121
	Iteration 34Q: 3 clusters Score -3667476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3667478.500000 Penalty: 3338.224121
	Iteration 35Q: 3 clusters Score -3667478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3667481.750000 Penalty: 3338.224121
	Iteration 36Q: 3 clusters Score -3667482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3667491.250000 Penalty: 3338.224121
	Iteration 37Q: 3 clusters Score -3667491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3667495.000000 Penalty: 3338.224121
	Iteration 38Q: 3 clusters Score -3667495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3667496.750000 Penalty: 3338.224121
	Iteration 39Q: 3 clusters Score -3667497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3667498.250000 Penalty: 3338.224121
	Iteration 40F: 3 clusters Score -3667498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3667495.500000 Penalty: 3338.224121
	Iteration 41Q: 3 clusters Score -3667496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3667498.000000 Penalty: 3338.224121
	Iteration 42Q: 3 clusters Score -3667498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3667503.000000 Penalty: 3338.224121
	Iteration 43Q: 3 clusters Score -3667503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3667508.250000 Penalty: 3338.224121
	Iteration 44Q: 3 clusters Score -3667508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3667507.500000 Penalty: 3338.224121
	Iteration 45Q: 3 clusters Score -3667508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3667508.500000 Penalty: 3338.224121
	Iteration 46Q: 3 clusters Score -3667508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3667506.500000 Penalty: 3338.224121
	Iteration 47Q: 3 clusters Score -3667506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3667506.500000 Penalty: 3338.224121
	Iteration 48F: 3 clusters Score -3667506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -83958.546875 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -83958.55 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 382 members 
Entering Unmasked Estep 
Score: -82697.140625 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -82697.14 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82940.406250 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -82940.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83045.414062 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -83045.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83118.937500 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -83118.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83182.195312 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -83182.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83250.312500 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -83250.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83301.968750 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -83301.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83330.335938 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -83330.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83340.257812 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -83340.26 nChanged 8
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: -83349.804688 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -83349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83358.414062 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -83358.41 nChanged 5
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: -83364.531250 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -83364.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83371.414062 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -83371.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83378.890625 Penalty: 2149.349854
	Iteration 13Q: 3 clusters Score -83378.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83393.812500 Penalty: 2149.349854
	Iteration 14Q: 3 clusters Score -83393.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83407.070312 Penalty: 2149.349854
	Iteration 15Q: 3 clusters Score -83407.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83411.312500 Penalty: 2149.349854
	Iteration 16Q: 3 clusters Score -83411.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83415.523438 Penalty: 2149.349854
	Iteration 17Q: 3 clusters Score -83415.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83420.281250 Penalty: 2149.349854
	Iteration 18Q: 3 clusters Score -83420.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83427.250000 Penalty: 2149.349854
	Iteration 19Q: 3 clusters Score -83427.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83429.054688 Penalty: 2149.349854
	Iteration 20F: 3 clusters Score -83429.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83433.171875 Penalty: 2149.349854
	Iteration 21Q: 3 clusters Score -83433.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83434.835938 Penalty: 2149.349854
	Iteration 22Q: 3 clusters Score -83434.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83435.867188 Penalty: 2149.349854
	Iteration 23Q: 3 clusters Score -83435.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83436.687500 Penalty: 2149.349854
	Iteration 24Q: 3 clusters Score -83436.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83438.773438 Penalty: 2149.349854
	Iteration 25Q: 3 clusters Score -83438.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83439.796875 Penalty: 2149.349854
	Iteration 26Q: 3 clusters Score -83439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83450.046875 Penalty: 2149.349854
	Iteration 27Q: 3 clusters Score -83450.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83471.195312 Penalty: 2149.349854
	Iteration 28Q: 3 clusters Score -83471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83526.429688 Penalty: 2149.349854
	Iteration 29Q: 3 clusters Score -83526.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83594.968750 Penalty: 2149.349854
	Iteration 30Q: 3 clusters Score -83594.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83635.007812 Penalty: 2149.349854
	Iteration 31Q: 3 clusters Score -83635.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83637.875000 Penalty: 2149.349854
	Iteration 32Q: 3 clusters Score -83637.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83644.093750 Penalty: 2149.349854
	Iteration 33Q: 3 clusters Score -83644.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83647.773438 Penalty: 2149.349854
	Iteration 34Q: 3 clusters Score -83647.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83650.320312 Penalty: 2149.349854
	Iteration 35Q: 3 clusters Score -83650.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83650.320312 Penalty: 2149.349854
	Iteration 36F: 3 clusters Score -83650.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (133832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Entering Unmasked Estep 
Score: -16925720.000000 Penalty: 1918.205322
	Iteration 0F: 2 clusters Score -1.692572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -16845126.000000 Penalty: 3836.410645
	Iteration 0F: 3 clusters Score -1.684513e+07 nChanged 64234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -16882272.000000 Penalty: 3836.410645
	Iteration 1F: 3 clusters Score -1.688227e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -16882984.000000 Penalty: 3836.410645
	Iteration 2Q: 3 clusters Score -1.688298e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -16883926.000000 Penalty: 3836.410645
	Iteration 3Q: 3 clusters Score -1.688393e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -16885446.000000 Penalty: 3836.410645
	Iteration 4Q: 3 clusters Score -1.688545e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -16888448.000000 Penalty: 3836.410645
	Iteration 5Q: 3 clusters Score -1.688845e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -16894206.000000 Penalty: 3836.410645
	Iteration 6F: 3 clusters Score -1.689421e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -16903784.000000 Penalty: 3836.410645
	Iteration 7F: 3 clusters Score -1.690378e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 116774 members 
Entering Unmasked Estep 
Score: -16913800.000000 Penalty: 3836.410645
	Iteration 8F: 3 clusters Score -1.69138e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -16920102.000000 Penalty: 3836.410645
	Iteration 9F: 3 clusters Score -1.69201e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 130735 members 
Entering Unmasked Estep 
Score: -16922756.000000 Penalty: 3836.410645
	Iteration 10Q: 3 clusters Score -1.692276e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 132459 members 
Entering Unmasked Estep 
Score: -16923578.000000 Penalty: 3836.410645
	Iteration 11Q: 3 clusters Score -1.692358e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 133061 members 
Entering Unmasked Estep 
Score: -16923802.000000 Penalty: 3836.410645
	Iteration 12Q: 3 clusters Score -1.69238e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -16923960.000000 Penalty: 3836.410645
	Iteration 13Q: 3 clusters Score -1.692396e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 133432 members 
Entering Unmasked Estep 
Score: -16924044.000000 Penalty: 3836.410645
	Iteration 14Q: 3 clusters Score -1.692404e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 133484 members 
Entering Unmasked Estep 
Score: -16924090.000000 Penalty: 3836.410645
	Iteration 15Q: 3 clusters Score -1.692409e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 133503 members 
Entering Unmasked Estep 
Score: -16924104.000000 Penalty: 3836.410645
	Iteration 16Q: 3 clusters Score -1.69241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 133509 members 
Entering Unmasked Estep 
Score: -16924116.000000 Penalty: 3836.410645
	Iteration 17Q: 3 clusters Score -1.692412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 133520 members 
Entering Unmasked Estep 
Score: -16924128.000000 Penalty: 3836.410645
	Iteration 18Q: 3 clusters Score -1.692413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 133531 members 
Entering Unmasked Estep 
Score: -16924122.000000 Penalty: 3836.410645
	Iteration 19Q: 3 clusters Score -1.692412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 133536 members 
Entering Unmasked Estep 
Score: -16924148.000000 Penalty: 3836.410645
	Iteration 20F: 3 clusters Score -1.692415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 133542 members 
Entering Unmasked Estep 
Score: -16924158.000000 Penalty: 3836.410645
	Iteration 21Q: 3 clusters Score -1.692416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -16924158.000000 Penalty: 3836.410645
	Iteration 22Q: 3 clusters Score -1.692416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
Score: -16924172.000000 Penalty: 3836.410645
	Iteration 23Q: 3 clusters Score -1.692417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
Score: -16924168.000000 Penalty: 3836.410645
	Iteration 24Q: 3 clusters Score -1.692417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 133542 members 
Entering Unmasked Estep 
Score: -16924180.000000 Penalty: 3836.410645
	Iteration 25Q: 3 clusters Score -1.692418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -16924180.000000 Penalty: 3836.410645
	Iteration 26Q: 3 clusters Score -1.692418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -16924180.000000 Penalty: 3836.410645
	Iteration 27F: 3 clusters Score -1.692418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Entering Unmasked Estep 
Score: -557920.375000 Penalty: 1373.435059
	Iteration 0F: 2 clusters Score -557920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -554159.937500 Penalty: 2746.870117
	Iteration 0F: 3 clusters Score -554159.9 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -555415.250000 Penalty: 2746.870117
	Iteration 1F: 3 clusters Score -555415.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -555918.687500 Penalty: 2746.870117
	Iteration 2F: 3 clusters Score -555918.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -556433.437500 Penalty: 2746.870117
	Iteration 3F: 3 clusters Score -556433.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -556869.187500 Penalty: 2746.870117
	Iteration 4F: 3 clusters Score -556869.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -557143.375000 Penalty: 2746.870117
	Iteration 5F: 3 clusters Score -557143.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -557321.125000 Penalty: 2746.870117
	Iteration 6F: 3 clusters Score -557321.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -557428.562500 Penalty: 2746.870117
	Iteration 7Q: 3 clusters Score -557428.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -557496.500000 Penalty: 2746.870117
	Iteration 8Q: 3 clusters Score -557496.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -557539.312500 Penalty: 2746.870117
	Iteration 9Q: 3 clusters Score -557539.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -557569.000000 Penalty: 2746.870117
	Iteration 10Q: 3 clusters Score -557569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -557587.875000 Penalty: 2746.870117
	Iteration 11Q: 3 clusters Score -557587.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -557602.937500 Penalty: 2746.870117
	Iteration 12Q: 3 clusters Score -557602.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -557615.062500 Penalty: 2746.870117
	Iteration 13Q: 3 clusters Score -557615.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -557629.375000 Penalty: 2746.870117
	Iteration 14Q: 3 clusters Score -557629.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -557641.687500 Penalty: 2746.870117
	Iteration 15Q: 3 clusters Score -557641.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -557654.125000 Penalty: 2746.870117
	Iteration 16Q: 3 clusters Score -557654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -557662.625000 Penalty: 2746.870117
	Iteration 17Q: 3 clusters Score -557662.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -557667.187500 Penalty: 2746.870117
	Iteration 18Q: 3 clusters Score -557667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -557668.500000 Penalty: 2746.870117
	Iteration 19Q: 3 clusters Score -557668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -557671.562500 Penalty: 2746.870117
	Iteration 20F: 3 clusters Score -557671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -557674.437500 Penalty: 2746.870117
	Iteration 21Q: 3 clusters Score -557674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -557679.187500 Penalty: 2746.870117
	Iteration 22Q: 3 clusters Score -557679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -557681.125000 Penalty: 2746.870117
	Iteration 23Q: 3 clusters Score -557681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -557684.562500 Penalty: 2746.870117
	Iteration 24Q: 3 clusters Score -557684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -557685.562500 Penalty: 2746.870117
	Iteration 25Q: 3 clusters Score -557685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -557686.750000 Penalty: 2746.870117
	Iteration 26Q: 3 clusters Score -557686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -557687.875000 Penalty: 2746.870117
	Iteration 27Q: 3 clusters Score -557687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -557688.687500 Penalty: 2746.870117
	Iteration 28Q: 3 clusters Score -557688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -557689.625000 Penalty: 2746.870117
	Iteration 29Q: 3 clusters Score -557689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -557692.750000 Penalty: 2746.870117
	Iteration 30Q: 3 clusters Score -557692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -557694.437500 Penalty: 2746.870117
	Iteration 31Q: 3 clusters Score -557694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -557693.375000 Penalty: 2746.870117
	Iteration 32Q: 3 clusters Score -557693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -557694.187500 Penalty: 2746.870117
	Iteration 33Q: 3 clusters Score -557694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -557694.187500 Penalty: 2746.870117
	Iteration 34F: 3 clusters Score -557694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13981.120117 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -13981.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13272.924805 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13272.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13521.815430 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13521.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13738.419922 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13738.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13912.418945 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -13912.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13946.583984 Penalty: 1824.266602
	Iteration 4F: 3 clusters Score -13946.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13968.340820 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13968.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13975.023438 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -13975.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13981.458984 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -13981.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13991.547852 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -13991.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13991.547852 Penalty: 1824.266602
	Iteration 9F: 3 clusters Score -13991.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 103707 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 116188 members 
Mstep: Class 10 contains 117355 members 
Mstep: Class 11 contains 51683 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108694 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 119024 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109487 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 2159 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 28896 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133832 members 
Mstep: Class 31 contains 4684 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40738 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15518 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Mstep: Class 44 contains 119 members 
Entering Unmasked Estep 
Score: -141737184.000000 Penalty: 99821.273438
Splitting cluster 32 changes total score from -141738336.000000 to -141737184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53647.277344 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53647.28 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 250 members 
Entering Unmasked Estep 
Score: -52552.117188 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52552.12 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52800.406250 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52800.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52911.835938 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52911.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52973.277344 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -52973.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52994.546875 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -52994.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -53026.050781 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -53026.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53047.230469 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53047.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53058.777344 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53058.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53059.707031 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53059.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53060.882812 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53060.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53060.882812 Penalty: 2028.722534
	Iteration 10F: 3 clusters Score -53060.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -24183.392578 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -24183.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23355.419922 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -23355.42 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23573.347656 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -23573.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23727.312500 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -23727.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23810.931641 Penalty: 1887.646362
	Iteration 3F: 3 clusters Score -23810.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23889.962891 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -23889.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23926.154297 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -23926.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23998.480469 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -23998.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24049.550781 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -24049.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24106.906250 Penalty: 1887.646362
	Iteration 8Q: 3 clusters Score -24106.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24126.472656 Penalty: 1887.646362
	Iteration 9Q: 3 clusters Score -24126.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24127.400391 Penalty: 1887.646362
	Iteration 10Q: 3 clusters Score -24127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24127.400391 Penalty: 1887.646362
	Iteration 11F: 3 clusters Score -24127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25174.341797 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -25174.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24371.349609 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -24371.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24594.150391 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -24594.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24774.164062 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -24774.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24915.447266 Penalty: 1853.729370
	Iteration 3F: 3 clusters Score -24915.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25100.308594 Penalty: 1853.729370
	Iteration 4F: 3 clusters Score -25100.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25190.851562 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -25190.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25209.062500 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -25209.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25251.185547 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -25251.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25262.992188 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -25262.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25267.208984 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -25267.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25281.626953 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -25281.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25282.578125 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -25282.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25282.578125 Penalty: 1853.729370
	Iteration 12F: 3 clusters Score -25282.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 103707 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 116188 members 
Mstep: Class 10 contains 117355 members 
Mstep: Class 11 contains 51683 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108694 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 119024 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109487 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 2159 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 28896 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133832 members 
Mstep: Class 31 contains 4684 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 168 members 
Mstep: Class 36 contains 40738 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15518 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Mstep: Class 44 contains 132 members 
Entering Unmasked Estep 
Score: -141737248.000000 Penalty: 99821.273438
Splitting cluster 35 changes total score from -141738336.000000 to -141737248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (40738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Entering Unmasked Estep 
Score: -5157601.500000 Penalty: 1724.923950
	Iteration 0F: 2 clusters Score -5157602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5130347.500000 Penalty: 3449.847900
	Iteration 0F: 3 clusters Score -5130348 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5140955.500000 Penalty: 3449.847900
	Iteration 1F: 3 clusters Score -5140956 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5141494.000000 Penalty: 3449.847900
	Iteration 2Q: 3 clusters Score -5141494 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5142144.500000 Penalty: 3449.847900
	Iteration 3Q: 3 clusters Score -5142144 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5143072.000000 Penalty: 3449.847900
	Iteration 4Q: 3 clusters Score -5143072 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -5144311.000000 Penalty: 3449.847900
	Iteration 5F: 3 clusters Score -5144311 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -5146064.500000 Penalty: 3449.847900
	Iteration 6F: 3 clusters Score -5146064 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -5148270.000000 Penalty: 3449.847900
	Iteration 7F: 3 clusters Score -5148270 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5150463.000000 Penalty: 3449.847900
	Iteration 8F: 3 clusters Score -5150463 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5152141.500000 Penalty: 3449.847900
	Iteration 9Q: 3 clusters Score -5152142 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5153173.500000 Penalty: 3449.847900
	Iteration 10Q: 3 clusters Score -5153174 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5153782.000000 Penalty: 3449.847900
	Iteration 11Q: 3 clusters Score -5153782 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5154159.000000 Penalty: 3449.847900
	Iteration 12Q: 3 clusters Score -5154159 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5154435.500000 Penalty: 3449.847900
	Iteration 13Q: 3 clusters Score -5154436 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -5154679.500000 Penalty: 3449.847900
	Iteration 14Q: 3 clusters Score -5154680 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5154920.500000 Penalty: 3449.847900
	Iteration 15Q: 3 clusters Score -5154920 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5155097.000000 Penalty: 3449.847900
	Iteration 16Q: 3 clusters Score -5155097 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5155253.500000 Penalty: 3449.847900
	Iteration 17Q: 3 clusters Score -5155254 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5155407.000000 Penalty: 3449.847900
	Iteration 18Q: 3 clusters Score -5155407 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5155533.500000 Penalty: 3449.847900
	Iteration 19Q: 3 clusters Score -5155534 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5155673.000000 Penalty: 3449.847900
	Iteration 20F: 3 clusters Score -5155673 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5155769.000000 Penalty: 3449.847900
	Iteration 21Q: 3 clusters Score -5155769 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5155863.500000 Penalty: 3449.847900
	Iteration 22Q: 3 clusters Score -5155864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5155946.500000 Penalty: 3449.847900
	Iteration 23Q: 3 clusters Score -5155946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5155998.500000 Penalty: 3449.847900
	Iteration 24Q: 3 clusters Score -5155998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5156035.000000 Penalty: 3449.847900
	Iteration 25Q: 3 clusters Score -5156035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5156063.000000 Penalty: 3449.847900
	Iteration 26Q: 3 clusters Score -5156063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5156085.500000 Penalty: 3449.847900
	Iteration 27Q: 3 clusters Score -5156086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5156099.000000 Penalty: 3449.847900
	Iteration 28Q: 3 clusters Score -5156099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5156114.500000 Penalty: 3449.847900
	Iteration 29Q: 3 clusters Score -5156114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5156118.000000 Penalty: 3449.847900
	Iteration 30Q: 3 clusters Score -5156118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5156128.500000 Penalty: 3449.847900
	Iteration 31Q: 3 clusters Score -5156128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5156142.000000 Penalty: 3449.847900
	Iteration 32Q: 3 clusters Score -5156142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5156147.500000 Penalty: 3449.847900
	Iteration 33Q: 3 clusters Score -5156148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5156149.000000 Penalty: 3449.847900
	Iteration 34Q: 3 clusters Score -5156149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5156168.500000 Penalty: 3449.847900
	Iteration 35Q: 3 clusters Score -5156168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5156170.500000 Penalty: 3449.847900
	Iteration 36Q: 3 clusters Score -5156170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5156170.500000 Penalty: 3449.847900
	Iteration 37Q: 3 clusters Score -5156170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5156171.500000 Penalty: 3449.847900
	Iteration 38Q: 3 clusters Score -5156172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5156176.500000 Penalty: 3449.847900
	Iteration 39Q: 3 clusters Score -5156176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5156185.500000 Penalty: 3449.847900
	Iteration 40F: 3 clusters Score -5156186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5156190.500000 Penalty: 3449.847900
	Iteration 41Q: 3 clusters Score -5156190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5156195.000000 Penalty: 3449.847900
	Iteration 42Q: 3 clusters Score -5156195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5156198.000000 Penalty: 3449.847900
	Iteration 43Q: 3 clusters Score -5156198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5156197.500000 Penalty: 3449.847900
	Iteration 44Q: 3 clusters Score -5156198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5156192.500000 Penalty: 3449.847900
	Iteration 45Q: 3 clusters Score -5156192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5156192.500000 Penalty: 3449.847900
	Iteration 46F: 3 clusters Score -5156192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -363672.625000 Penalty: 1302.114380
	Iteration 0F: 2 clusters Score -363672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -361015.750000 Penalty: 2604.228760
	Iteration 0F: 3 clusters Score -361015.8 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -361978.031250 Penalty: 2604.228760
	Iteration 1F: 3 clusters Score -361978 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -362396.625000 Penalty: 2604.228760
	Iteration 2F: 3 clusters Score -362396.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -362739.312500 Penalty: 2604.228760
	Iteration 3F: 3 clusters Score -362739.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -362990.000000 Penalty: 2604.228760
	Iteration 4F: 3 clusters Score -362990 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -363120.937500 Penalty: 2604.228760
	Iteration 5F: 3 clusters Score -363120.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -363185.468750 Penalty: 2604.228760
	Iteration 6Q: 3 clusters Score -363185.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -363234.593750 Penalty: 2604.228760
	Iteration 7Q: 3 clusters Score -363234.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -363259.562500 Penalty: 2604.228760
	Iteration 8Q: 3 clusters Score -363259.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -363283.187500 Penalty: 2604.228760
	Iteration 9Q: 3 clusters Score -363283.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -363303.406250 Penalty: 2604.228760
	Iteration 10Q: 3 clusters Score -363303.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -363321.312500 Penalty: 2604.228760
	Iteration 11Q: 3 clusters Score -363321.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -363331.281250 Penalty: 2604.228760
	Iteration 12Q: 3 clusters Score -363331.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -363335.593750 Penalty: 2604.228760
	Iteration 13Q: 3 clusters Score -363335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -363340.343750 Penalty: 2604.228760
	Iteration 14Q: 3 clusters Score -363340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -363343.875000 Penalty: 2604.228760
	Iteration 15Q: 3 clusters Score -363343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -363347.750000 Penalty: 2604.228760
	Iteration 16Q: 3 clusters Score -363347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -363351.843750 Penalty: 2604.228760
	Iteration 17Q: 3 clusters Score -363351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -363355.718750 Penalty: 2604.228760
	Iteration 18Q: 3 clusters Score -363355.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -363358.156250 Penalty: 2604.228760
	Iteration 19Q: 3 clusters Score -363358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -363359.562500 Penalty: 2604.228760
	Iteration 20F: 3 clusters Score -363359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -363363.156250 Penalty: 2604.228760
	Iteration 21Q: 3 clusters Score -363363.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -363366.437500 Penalty: 2604.228760
	Iteration 22Q: 3 clusters Score -363366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -363369.937500 Penalty: 2604.228760
	Iteration 23Q: 3 clusters Score -363369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -363371.437500 Penalty: 2604.228760
	Iteration 24Q: 3 clusters Score -363371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -363371.468750 Penalty: 2604.228760
	Iteration 25Q: 3 clusters Score -363371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -363371.468750 Penalty: 2604.228760
	Iteration 26F: 3 clusters Score -363371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -34488.789062 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -34488.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33588.160156 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -33588.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33679.238281 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -33679.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33706.843750 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -33706.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33723.679688 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -33723.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33731.386719 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -33731.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33742.968750 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -33742.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33747.843750 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -33747.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33747.843750 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -33747.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -8115.173828 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -8115.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7356.152344 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -7356.152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7553.998047 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -7553.998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7647.282715 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -7647.283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7691.633789 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -7691.634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7724.269531 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -7724.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7734.208984 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -7734.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7738.627930 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -7738.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7740.756348 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -7740.756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7745.007324 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -7745.007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7749.000488 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -7749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7749.000488 Penalty: 1842.711304
	Iteration 10F: 3 clusters Score -7749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -1902331.375000 Penalty: 1568.085205
	Iteration 0F: 2 clusters Score -1902331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1891666.375000 Penalty: 3136.170410
	Iteration 0F: 3 clusters Score -1891666 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1895669.125000 Penalty: 3136.170410
	Iteration 1F: 3 clusters Score -1895669 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1896264.750000 Penalty: 3136.170410
	Iteration 2F: 3 clusters Score -1896265 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1896973.500000 Penalty: 3136.170410
	Iteration 3F: 3 clusters Score -1896974 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1897778.625000 Penalty: 3136.170410
	Iteration 4F: 3 clusters Score -1897779 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1898651.750000 Penalty: 3136.170410
	Iteration 5F: 3 clusters Score -1898652 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1899543.875000 Penalty: 3136.170410
	Iteration 6F: 3 clusters Score -1899544 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1900234.875000 Penalty: 3136.170410
	Iteration 7Q: 3 clusters Score -1900235 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1900676.000000 Penalty: 3136.170410
	Iteration 8Q: 3 clusters Score -1900676 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1900923.875000 Penalty: 3136.170410
	Iteration 9Q: 3 clusters Score -1900924 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1901087.750000 Penalty: 3136.170410
	Iteration 10Q: 3 clusters Score -1901088 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1901197.000000 Penalty: 3136.170410
	Iteration 11Q: 3 clusters Score -1901197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1901267.125000 Penalty: 3136.170410
	Iteration 12Q: 3 clusters Score -1901267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1901309.000000 Penalty: 3136.170410
	Iteration 13Q: 3 clusters Score -1901309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1901334.750000 Penalty: 3136.170410
	Iteration 14Q: 3 clusters Score -1901335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1901355.625000 Penalty: 3136.170410
	Iteration 15Q: 3 clusters Score -1901356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1901382.000000 Penalty: 3136.170410
	Iteration 16Q: 3 clusters Score -1901382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1901394.500000 Penalty: 3136.170410
	Iteration 17Q: 3 clusters Score -1901394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1901410.875000 Penalty: 3136.170410
	Iteration 18Q: 3 clusters Score -1901411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1901429.000000 Penalty: 3136.170410
	Iteration 19Q: 3 clusters Score -1901429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1901444.375000 Penalty: 3136.170410
	Iteration 20F: 3 clusters Score -1901444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1901458.000000 Penalty: 3136.170410
	Iteration 21Q: 3 clusters Score -1901458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1901467.875000 Penalty: 3136.170410
	Iteration 22Q: 3 clusters Score -1901468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1901480.625000 Penalty: 3136.170410
	Iteration 23Q: 3 clusters Score -1901481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1901490.375000 Penalty: 3136.170410
	Iteration 24Q: 3 clusters Score -1901490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1901492.375000 Penalty: 3136.170410
	Iteration 25Q: 3 clusters Score -1901492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1901496.375000 Penalty: 3136.170410
	Iteration 26Q: 3 clusters Score -1901496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1901495.750000 Penalty: 3136.170410
	Iteration 27Q: 3 clusters Score -1901496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1901495.250000 Penalty: 3136.170410
	Iteration 28Q: 3 clusters Score -1901495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1901494.875000 Penalty: 3136.170410
	Iteration 29Q: 3 clusters Score -1901495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1901496.125000 Penalty: 3136.170410
	Iteration 30Q: 3 clusters Score -1901496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1901496.125000 Penalty: 3136.170410
	Iteration 31F: 3 clusters Score -1901496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -28266.572266 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -28266.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27465.312500 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -27465.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27596.062500 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -27596.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27609.035156 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -27609.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27611.800781 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -27611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27614.923828 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -27614.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27618.570312 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -27618.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27619.750000 Penalty: 1809.712036
	Iteration 6Q: 3 clusters Score -27619.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27619.750000 Penalty: 1809.712036
	Iteration 7F: 3 clusters Score -27619.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9435.214844 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9435.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8935.571289 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8935.571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8957.176758 Penalty: 1486.781006
	Iteration 1Q: 3 clusters Score -8957.177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -8976.091797 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -8976.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8999.671875 Penalty: 1486.781006
	Iteration 3Q: 3 clusters Score -8999.672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9008.010742 Penalty: 1486.781006
	Iteration 4Q: 3 clusters Score -9008.011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9008.010742 Penalty: 1486.781006
	Iteration 5F: 3 clusters Score -9008.011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -88960.625000 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -88960.62 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 422 members 
Entering Unmasked Estep 
Score: -87702.171875 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -87702.17 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88134.289062 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -88134.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88275.828125 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -88275.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88347.546875 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -88347.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -88382.898438 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -88382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -88401.906250 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -88401.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88412.476562 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -88412.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88435.664062 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -88435.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88453.820312 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -88453.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88467.187500 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -88467.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88474.304688 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -88474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -88477.585938 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -88477.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88478.429688 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -88478.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88481.679688 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -88481.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88481.679688 Penalty: 2165.932861
	Iteration 14F: 3 clusters Score -88481.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 103707 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 116188 members 
Mstep: Class 10 contains 117355 members 
Mstep: Class 11 contains 51683 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108694 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 119024 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109487 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 2159 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 28896 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133832 members 
Mstep: Class 31 contains 4684 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40738 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15518 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738544.000000 Penalty: 97552.609375
Iteration 279Q: 44 clusters Score -1.417385e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 10574 members 
Mstep: Class 3 contains 103686 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 4127 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 116204 members 
Mstep: Class 10 contains 117337 members 
Mstep: Class 11 contains 51717 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108613 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 119013 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109427 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9294 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1266 members 
Mstep: Class 25 contains 2161 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 29044 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133869 members 
Mstep: Class 31 contains 4691 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40690 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15514 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738864.000000 Penalty: 97552.609375
Iteration 280F: 44 clusters Score -1.417389e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 10579 members 
Mstep: Class 3 contains 103667 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 116221 members 
Mstep: Class 10 contains 117326 members 
Mstep: Class 11 contains 51736 members 
Mstep: Class 12 contains 2164 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108507 members 
Mstep: Class 15 contains 14346 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 5165 members 
Mstep: Class 18 contains 118996 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109401 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9292 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 1257 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 29198 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133913 members 
Mstep: Class 31 contains 4700 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40632 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15506 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2252.871582 but Gain 2268.664062
Score: -141739088.000000 Penalty: 95283.945312
Iteration 281Q: 43 clusters Score -1.417391e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110026 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 103640 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6234 members 
Mstep: Class 9 contains 116187 members 
Mstep: Class 10 contains 117320 members 
Mstep: Class 11 contains 51768 members 
Mstep: Class 12 contains 2164 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108432 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 118989 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109366 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9295 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 29350 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133968 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41790 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15510 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741264.000000 Penalty: 95283.945312
Iteration 282Q: 43 clusters Score -1.417413e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 10586 members 
Mstep: Class 3 contains 103613 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6229 members 
Mstep: Class 9 contains 116233 members 
Mstep: Class 10 contains 117417 members 
Mstep: Class 11 contains 51781 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108371 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 118997 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109331 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 29542 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134011 members 
Mstep: Class 31 contains 4717 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41531 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15489 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741536.000000 Penalty: 95283.945312
Iteration 283Q: 43 clusters Score -1.417415e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 10585 members 
Mstep: Class 3 contains 103603 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6219 members 
Mstep: Class 9 contains 116279 members 
Mstep: Class 10 contains 117444 members 
Mstep: Class 11 contains 51778 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108331 members 
Mstep: Class 15 contains 14351 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 118991 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109318 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9294 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2169 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16074 members 
Mstep: Class 28 contains 29732 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134041 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41314 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15477 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741552.000000 Penalty: 95283.945312
Iteration 284Q: 43 clusters Score -1.417416e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 10593 members 
Mstep: Class 3 contains 103590 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 4132 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6216 members 
Mstep: Class 9 contains 116321 members 
Mstep: Class 10 contains 117488 members 
Mstep: Class 11 contains 51774 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108260 members 
Mstep: Class 15 contains 14351 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 118969 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109303 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 29932 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134061 members 
Mstep: Class 31 contains 4739 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 41114 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15467 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741584.000000 Penalty: 95283.945312
Iteration 285Q: 43 clusters Score -1.417416e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 103559 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6214 members 
Mstep: Class 9 contains 116405 members 
Mstep: Class 10 contains 117531 members 
Mstep: Class 11 contains 51779 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108177 members 
Mstep: Class 15 contains 14353 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 118927 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109279 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9287 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 30134 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134069 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40935 members 
Mstep: Class 37 contains 3018 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15465 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741632.000000 Penalty: 95283.945312
Iteration 286Q: 43 clusters Score -1.417416e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 10598 members 
Mstep: Class 3 contains 103533 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6212 members 
Mstep: Class 9 contains 116532 members 
Mstep: Class 10 contains 117545 members 
Mstep: Class 11 contains 51777 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108095 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 118834 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109253 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9281 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16056 members 
Mstep: Class 28 contains 30336 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134080 members 
Mstep: Class 31 contains 4760 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40809 members 
Mstep: Class 37 contains 3019 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15462 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741584.000000 Penalty: 95283.945312
Iteration 287Q: 43 clusters Score -1.417416e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 10601 members 
Mstep: Class 3 contains 103504 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6208 members 
Mstep: Class 9 contains 116659 members 
Mstep: Class 10 contains 117534 members 
Mstep: Class 11 contains 51774 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 108026 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 118782 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109214 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9277 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2169 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16057 members 
Mstep: Class 28 contains 30533 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134087 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40681 members 
Mstep: Class 37 contains 3019 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15460 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741856.000000 Penalty: 95283.945312
Iteration 288Q: 43 clusters Score -1.417419e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 10601 members 
Mstep: Class 3 contains 103484 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 9 contains 116756 members 
Mstep: Class 10 contains 117516 members 
Mstep: Class 11 contains 51778 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107926 members 
Mstep: Class 15 contains 14334 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 118741 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109166 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9275 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 30757 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134098 members 
Mstep: Class 31 contains 4783 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40574 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15462 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741824.000000 Penalty: 95283.945312
Iteration 289Q: 43 clusters Score -1.417418e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110082 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 103462 members 
Mstep: Class 4 contains 8181 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 116856 members 
Mstep: Class 10 contains 117503 members 
Mstep: Class 11 contains 51767 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107850 members 
Mstep: Class 15 contains 14337 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 118686 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109090 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2169 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 30976 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134115 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40464 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15460 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741920.000000 Penalty: 95283.945312
Iteration 290Q: 43 clusters Score -1.417419e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 103438 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6193 members 
Mstep: Class 9 contains 116932 members 
Mstep: Class 10 contains 117472 members 
Mstep: Class 11 contains 51767 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107767 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 118674 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 109042 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16056 members 
Mstep: Class 28 contains 31196 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134111 members 
Mstep: Class 31 contains 4816 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40368 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15460 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742016.000000 Penalty: 95283.945312
Iteration 291Q: 43 clusters Score -1.41742e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 10592 members 
Mstep: Class 3 contains 103424 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6187 members 
Mstep: Class 9 contains 117012 members 
Mstep: Class 10 contains 117484 members 
Mstep: Class 11 contains 51775 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107671 members 
Mstep: Class 15 contains 14334 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 118628 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 108981 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 31413 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134092 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40279 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15463 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741968.000000 Penalty: 95283.945312
Iteration 292Q: 43 clusters Score -1.41742e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110109 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 103405 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4165 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 117017 members 
Mstep: Class 10 contains 117522 members 
Mstep: Class 11 contains 51798 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107603 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 118570 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 108916 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16049 members 
Mstep: Class 28 contains 31603 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134093 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40190 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15466 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742224.000000 Penalty: 95283.945312
Iteration 293Q: 43 clusters Score -1.417422e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 103391 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4173 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 9 contains 117020 members 
Mstep: Class 10 contains 117569 members 
Mstep: Class 11 contains 51803 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107564 members 
Mstep: Class 15 contains 14318 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 118518 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 108898 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 31801 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134067 members 
Mstep: Class 31 contains 4839 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40097 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15462 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742272.000000 Penalty: 95283.945312
Iteration 294Q: 43 clusters Score -1.417423e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 10598 members 
Mstep: Class 3 contains 103387 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4182 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 117057 members 
Mstep: Class 10 contains 117609 members 
Mstep: Class 11 contains 51803 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107485 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 118470 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 108870 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2168 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 32004 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134015 members 
Mstep: Class 31 contains 4847 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 40023 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15459 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742208.000000 Penalty: 95283.945312
Iteration 295Q: 43 clusters Score -1.417422e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 10599 members 
Mstep: Class 3 contains 103391 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 117125 members 
Mstep: Class 10 contains 117654 members 
Mstep: Class 11 contains 51789 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107407 members 
Mstep: Class 15 contains 14318 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 118412 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 108817 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 32200 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133980 members 
Mstep: Class 31 contains 4861 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39943 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15452 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742672.000000 Penalty: 95283.945312
Iteration 296Q: 43 clusters Score -1.417427e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 10595 members 
Mstep: Class 3 contains 103381 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 117186 members 
Mstep: Class 10 contains 117690 members 
Mstep: Class 11 contains 51771 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107326 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 118356 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 108789 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16023 members 
Mstep: Class 28 contains 32405 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133925 members 
Mstep: Class 31 contains 4877 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39864 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15445 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742432.000000 Penalty: 95283.945312
Iteration 297Q: 43 clusters Score -1.417424e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 10592 members 
Mstep: Class 3 contains 103375 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 117268 members 
Mstep: Class 10 contains 117691 members 
Mstep: Class 11 contains 51762 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107251 members 
Mstep: Class 15 contains 14315 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 118307 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 108749 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 32592 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133880 members 
Mstep: Class 31 contains 4887 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39806 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15441 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742432.000000 Penalty: 95283.945312
Iteration 298Q: 43 clusters Score -1.417424e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 10591 members 
Mstep: Class 3 contains 103356 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 117331 members 
Mstep: Class 10 contains 117674 members 
Mstep: Class 11 contains 51759 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107168 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 118297 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 108709 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9269 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16029 members 
Mstep: Class 28 contains 32774 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133842 members 
Mstep: Class 31 contains 4904 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39733 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15435 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742368.000000 Penalty: 95283.945312
Iteration 299Q: 43 clusters Score -1.417424e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 10588 members 
Mstep: Class 3 contains 103357 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6164 members 
Mstep: Class 9 contains 117358 members 
Mstep: Class 10 contains 117676 members 
Mstep: Class 11 contains 51772 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 107078 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 118291 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 108674 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2178 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16024 members 
Mstep: Class 28 contains 32946 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133791 members 
Mstep: Class 31 contains 4917 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39665 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15432 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742576.000000 Penalty: 95283.945312
Iteration 300F: 43 clusters Score -1.417426e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 10586 members 
Mstep: Class 3 contains 103347 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 117365 members 
Mstep: Class 10 contains 117742 members 
Mstep: Class 11 contains 51771 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106964 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 118275 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108652 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 33109 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133758 members 
Mstep: Class 31 contains 4927 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39612 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15430 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743088.000000 Penalty: 95283.945312
Iteration 301Q: 43 clusters Score -1.417431e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 10587 members 
Mstep: Class 3 contains 103346 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 117422 members 
Mstep: Class 10 contains 117791 members 
Mstep: Class 11 contains 51766 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106831 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 118248 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108648 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9272 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16024 members 
Mstep: Class 28 contains 33259 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133738 members 
Mstep: Class 31 contains 4933 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39552 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15430 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743152.000000 Penalty: 95283.945312
Iteration 302Q: 43 clusters Score -1.417432e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 10587 members 
Mstep: Class 3 contains 103340 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 117461 members 
Mstep: Class 10 contains 117857 members 
Mstep: Class 11 contains 51759 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106714 members 
Mstep: Class 15 contains 14327 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 118231 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108606 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16030 members 
Mstep: Class 28 contains 33401 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133726 members 
Mstep: Class 31 contains 4935 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39506 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15429 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743008.000000 Penalty: 95283.945312
Iteration 303Q: 43 clusters Score -1.41743e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 10586 members 
Mstep: Class 3 contains 103336 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 117518 members 
Mstep: Class 10 contains 117910 members 
Mstep: Class 11 contains 51754 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106615 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 118180 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108572 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 33553 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133716 members 
Mstep: Class 31 contains 4939 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39448 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15424 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743152.000000 Penalty: 95283.945312
Iteration 304Q: 43 clusters Score -1.417432e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 10590 members 
Mstep: Class 3 contains 103326 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 117544 members 
Mstep: Class 10 contains 117964 members 
Mstep: Class 11 contains 51754 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106518 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 118124 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108563 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9274 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 33693 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133728 members 
Mstep: Class 31 contains 4942 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39393 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15417 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743264.000000 Penalty: 95283.945312
Iteration 305Q: 43 clusters Score -1.417433e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 10588 members 
Mstep: Class 3 contains 103315 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4249 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 117515 members 
Mstep: Class 10 contains 117966 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106453 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 118106 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108574 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 33833 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133728 members 
Mstep: Class 31 contains 4946 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39344 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15413 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743184.000000 Penalty: 95283.945312
Iteration 306Q: 43 clusters Score -1.417432e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 10590 members 
Mstep: Class 3 contains 103304 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4252 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 117472 members 
Mstep: Class 10 contains 117972 members 
Mstep: Class 11 contains 51764 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106351 members 
Mstep: Class 15 contains 14314 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 118076 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108592 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9275 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 33995 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133735 members 
Mstep: Class 31 contains 4952 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39320 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15412 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743488.000000 Penalty: 95283.945312
Iteration 307Q: 43 clusters Score -1.417435e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 10591 members 
Mstep: Class 3 contains 103299 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4252 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6148 members 
Mstep: Class 9 contains 117468 members 
Mstep: Class 10 contains 117999 members 
Mstep: Class 11 contains 51778 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106268 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 118005 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108606 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9275 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 34137 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133718 members 
Mstep: Class 31 contains 4953 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39306 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15407 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743696.000000 Penalty: 95283.945312
Iteration 308Q: 43 clusters Score -1.417437e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 10586 members 
Mstep: Class 3 contains 103306 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 117484 members 
Mstep: Class 10 contains 118023 members 
Mstep: Class 11 contains 51780 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106184 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 117964 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108573 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9275 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 34289 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133694 members 
Mstep: Class 31 contains 4955 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39288 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15404 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743440.000000 Penalty: 95283.945312
Iteration 309Q: 43 clusters Score -1.417434e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 10577 members 
Mstep: Class 3 contains 103308 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4257 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 117516 members 
Mstep: Class 10 contains 118056 members 
Mstep: Class 11 contains 51786 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106076 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 117923 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108544 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9278 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16039 members 
Mstep: Class 28 contains 34442 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133661 members 
Mstep: Class 31 contains 4956 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39273 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15397 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743600.000000 Penalty: 95283.945312
Iteration 310Q: 43 clusters Score -1.417436e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 103305 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117527 members 
Mstep: Class 10 contains 118082 members 
Mstep: Class 11 contains 51789 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 106002 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 117858 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108511 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9278 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16045 members 
Mstep: Class 28 contains 34619 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133639 members 
Mstep: Class 31 contains 4958 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39242 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15391 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743488.000000 Penalty: 95283.945312
Iteration 311Q: 43 clusters Score -1.417435e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 103305 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4262 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117537 members 
Mstep: Class 10 contains 118110 members 
Mstep: Class 11 contains 51797 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105923 members 
Mstep: Class 15 contains 14317 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 117815 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108456 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9278 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 34786 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133604 members 
Mstep: Class 31 contains 4957 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39222 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15387 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743712.000000 Penalty: 95283.945312
Iteration 312Q: 43 clusters Score -1.417437e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 103306 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4262 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117575 members 
Mstep: Class 10 contains 118143 members 
Mstep: Class 11 contains 51784 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105828 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 117800 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108400 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16056 members 
Mstep: Class 28 contains 34950 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133576 members 
Mstep: Class 31 contains 4958 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39194 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15377 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743808.000000 Penalty: 95283.945312
Iteration 313Q: 43 clusters Score -1.417438e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110211 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 103302 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117599 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 51782 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105753 members 
Mstep: Class 15 contains 14302 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 117790 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108313 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9278 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16062 members 
Mstep: Class 28 contains 35111 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 133565 members 
Mstep: Class 31 contains 4958 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39160 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15372 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744064.000000 Penalty: 95283.945312
Iteration 314Q: 43 clusters Score -1.417441e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110217 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 103294 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4262 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 117623 members 
Mstep: Class 10 contains 118180 members 
Mstep: Class 11 contains 51772 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105676 members 
Mstep: Class 15 contains 14295 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 117792 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108251 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9280 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16070 members 
Mstep: Class 28 contains 35270 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133569 members 
Mstep: Class 31 contains 4960 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39117 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15365 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743920.000000 Penalty: 95283.945312
Iteration 315Q: 43 clusters Score -1.417439e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 103289 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6140 members 
Mstep: Class 9 contains 117660 members 
Mstep: Class 10 contains 118226 members 
Mstep: Class 11 contains 51755 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105591 members 
Mstep: Class 15 contains 14291 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 117784 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108212 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9282 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 35406 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133543 members 
Mstep: Class 31 contains 4961 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39078 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15355 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744016.000000 Penalty: 95283.945312
Iteration 316Q: 43 clusters Score -1.41744e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 103281 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 117689 members 
Mstep: Class 10 contains 118238 members 
Mstep: Class 11 contains 51765 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105507 members 
Mstep: Class 15 contains 14289 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 117788 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108189 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9286 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133525 members 
Mstep: Class 31 contains 4962 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 39033 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15348 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744048.000000 Penalty: 95283.945312
Iteration 317Q: 43 clusters Score -1.41744e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 103272 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 117721 members 
Mstep: Class 10 contains 118257 members 
Mstep: Class 11 contains 51771 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105431 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 117767 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108162 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9289 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2178 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 35630 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133518 members 
Mstep: Class 31 contains 4962 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38982 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15343 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744160.000000 Penalty: 95283.945312
Iteration 318Q: 43 clusters Score -1.417442e+08 nChanged 1337
Entering ConstructFrom: 
Score: -141744160.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (110271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110271 members 
Entering Unmasked Estep 
Score: -13868039.000000 Penalty: 1886.738037
	Iteration 0F: 2 clusters Score -1.386804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -13796190.000000 Penalty: 3773.476074
	Iteration 0F: 3 clusters Score -1.379619e+07 nChanged 52719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -13826787.000000 Penalty: 3773.476074
	Iteration 1F: 3 clusters Score -1.382679e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -13827573.000000 Penalty: 3773.476074
	Iteration 2Q: 3 clusters Score -1.382757e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -13828820.000000 Penalty: 3773.476074
	Iteration 3Q: 3 clusters Score -1.382882e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -13830865.000000 Penalty: 3773.476074
	Iteration 4Q: 3 clusters Score -1.383086e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -13834379.000000 Penalty: 3773.476074
	Iteration 5F: 3 clusters Score -1.383438e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -13839977.000000 Penalty: 3773.476074
	Iteration 6F: 3 clusters Score -1.383998e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -13847091.000000 Penalty: 3773.476074
	Iteration 7F: 3 clusters Score -1.384709e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -13853999.000000 Penalty: 3773.476074
	Iteration 8F: 3 clusters Score -1.3854e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -13859167.000000 Penalty: 3773.476074
	Iteration 9F: 3 clusters Score -1.385917e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -13862351.000000 Penalty: 3773.476074
	Iteration 10Q: 3 clusters Score -1.386235e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -13864231.000000 Penalty: 3773.476074
	Iteration 11Q: 3 clusters Score -1.386423e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -13865351.000000 Penalty: 3773.476074
	Iteration 12Q: 3 clusters Score -1.386535e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -13865840.000000 Penalty: 3773.476074
	Iteration 13Q: 3 clusters Score -1.386584e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -13866119.000000 Penalty: 3773.476074
	Iteration 14Q: 3 clusters Score -1.386612e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -13866354.000000 Penalty: 3773.476074
	Iteration 15Q: 3 clusters Score -1.386635e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13866500.000000 Penalty: 3773.476074
	Iteration 16Q: 3 clusters Score -1.38665e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13866574.000000 Penalty: 3773.476074
	Iteration 17Q: 3 clusters Score -1.386657e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13866614.000000 Penalty: 3773.476074
	Iteration 18Q: 3 clusters Score -1.386661e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13866667.000000 Penalty: 3773.476074
	Iteration 19Q: 3 clusters Score -1.386667e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13866717.000000 Penalty: 3773.476074
	Iteration 20F: 3 clusters Score -1.386672e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13866733.000000 Penalty: 3773.476074
	Iteration 21Q: 3 clusters Score -1.386673e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13866766.000000 Penalty: 3773.476074
	Iteration 22Q: 3 clusters Score -1.386677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13866766.000000 Penalty: 3773.476074
	Iteration 23Q: 3 clusters Score -1.386677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108967 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13866774.000000 Penalty: 3773.476074
	Iteration 24Q: 3 clusters Score -1.386677e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13866769.000000 Penalty: 3773.476074
	Iteration 25Q: 3 clusters Score -1.386677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13866769.000000 Penalty: 3773.476074
	Iteration 26Q: 3 clusters Score -1.386677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13866767.000000 Penalty: 3773.476074
	Iteration 27Q: 3 clusters Score -1.386677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13866768.000000 Penalty: 3773.476074
	Iteration 28Q: 3 clusters Score -1.386677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -13866773.000000 Penalty: 3773.476074
	Iteration 29Q: 3 clusters Score -1.386677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13866772.000000 Penalty: 3773.476074
	Iteration 30Q: 3 clusters Score -1.386677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13866773.000000 Penalty: 3773.476074
	Iteration 31Q: 3 clusters Score -1.386677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13866771.000000 Penalty: 3773.476074
	Iteration 32Q: 3 clusters Score -1.386677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13866771.000000 Penalty: 3773.476074
	Iteration 33F: 3 clusters Score -1.386677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Entering Unmasked Estep 
Score: -1214024.750000 Penalty: 1505.411499
	Iteration 0F: 2 clusters Score -1214025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1206558.125000 Penalty: 3010.822998
	Iteration 0F: 3 clusters Score -1206558 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1209070.000000 Penalty: 3010.822998
	Iteration 1F: 3 clusters Score -1209070 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1209501.000000 Penalty: 3010.822998
	Iteration 2F: 3 clusters Score -1209501 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1209938.375000 Penalty: 3010.822998
	Iteration 3F: 3 clusters Score -1209938 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1210427.000000 Penalty: 3010.822998
	Iteration 4F: 3 clusters Score -1210427 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1210897.375000 Penalty: 3010.822998
	Iteration 5F: 3 clusters Score -1210897 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1211215.125000 Penalty: 3010.822998
	Iteration 6F: 3 clusters Score -1211215 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1211423.875000 Penalty: 3010.822998
	Iteration 7Q: 3 clusters Score -1211424 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1211571.125000 Penalty: 3010.822998
	Iteration 8Q: 3 clusters Score -1211571 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1211671.750000 Penalty: 3010.822998
	Iteration 9Q: 3 clusters Score -1211672 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1211757.625000 Penalty: 3010.822998
	Iteration 10Q: 3 clusters Score -1211758 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1211833.125000 Penalty: 3010.822998
	Iteration 11Q: 3 clusters Score -1211833 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1211881.375000 Penalty: 3010.822998
	Iteration 12Q: 3 clusters Score -1211881 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1211929.125000 Penalty: 3010.822998
	Iteration 13Q: 3 clusters Score -1211929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1211970.000000 Penalty: 3010.822998
	Iteration 14Q: 3 clusters Score -1211970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1212016.875000 Penalty: 3010.822998
	Iteration 15Q: 3 clusters Score -1212017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1212071.625000 Penalty: 3010.822998
	Iteration 16Q: 3 clusters Score -1212072 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1212132.000000 Penalty: 3010.822998
	Iteration 17Q: 3 clusters Score -1212132 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1212199.500000 Penalty: 3010.822998
	Iteration 18Q: 3 clusters Score -1212200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1212277.000000 Penalty: 3010.822998
	Iteration 19Q: 3 clusters Score -1212277 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1212361.250000 Penalty: 3010.822998
	Iteration 20F: 3 clusters Score -1212361 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1212454.250000 Penalty: 3010.822998
	Iteration 21Q: 3 clusters Score -1212454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1212536.875000 Penalty: 3010.822998
	Iteration 22Q: 3 clusters Score -1212537 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1212603.000000 Penalty: 3010.822998
	Iteration 23Q: 3 clusters Score -1212603 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1212664.375000 Penalty: 3010.822998
	Iteration 24Q: 3 clusters Score -1212664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1212708.750000 Penalty: 3010.822998
	Iteration 25Q: 3 clusters Score -1212709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1212767.375000 Penalty: 3010.822998
	Iteration 26Q: 3 clusters Score -1212767 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1212844.750000 Penalty: 3010.822998
	Iteration 27Q: 3 clusters Score -1212845 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1212944.375000 Penalty: 3010.822998
	Iteration 28Q: 3 clusters Score -1212944 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1213036.625000 Penalty: 3010.822998
	Iteration 29Q: 3 clusters Score -1213037 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1213117.500000 Penalty: 3010.822998
	Iteration 30Q: 3 clusters Score -1213118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1213199.500000 Penalty: 3010.822998
	Iteration 31Q: 3 clusters Score -1213200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1213268.125000 Penalty: 3010.822998
	Iteration 32Q: 3 clusters Score -1213268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1213317.750000 Penalty: 3010.822998
	Iteration 33Q: 3 clusters Score -1213318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1213358.750000 Penalty: 3010.822998
	Iteration 34Q: 3 clusters Score -1213359 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1213394.875000 Penalty: 3010.822998
	Iteration 35Q: 3 clusters Score -1213395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1213416.500000 Penalty: 3010.822998
	Iteration 36Q: 3 clusters Score -1213416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1213433.875000 Penalty: 3010.822998
	Iteration 37Q: 3 clusters Score -1213434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1213452.500000 Penalty: 3010.822998
	Iteration 38Q: 3 clusters Score -1213452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1213461.500000 Penalty: 3010.822998
	Iteration 39Q: 3 clusters Score -1213462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1213469.500000 Penalty: 3010.822998
	Iteration 40F: 3 clusters Score -1213470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1213480.000000 Penalty: 3010.822998
	Iteration 41Q: 3 clusters Score -1213480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1213488.375000 Penalty: 3010.822998
	Iteration 42Q: 3 clusters Score -1213488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1213495.000000 Penalty: 3010.822998
	Iteration 43Q: 3 clusters Score -1213495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1213504.375000 Penalty: 3010.822998
	Iteration 44Q: 3 clusters Score -1213504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1213512.625000 Penalty: 3010.822998
	Iteration 45Q: 3 clusters Score -1213513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1213516.625000 Penalty: 3010.822998
	Iteration 46Q: 3 clusters Score -1213517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1213520.500000 Penalty: 3010.822998
	Iteration 47Q: 3 clusters Score -1213520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1213520.875000 Penalty: 3010.822998
	Iteration 48Q: 3 clusters Score -1213521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1213521.750000 Penalty: 3010.822998
	Iteration 49Q: 3 clusters Score -1213522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1213521.750000 Penalty: 3010.822998
	Iteration 50Q: 3 clusters Score -1213522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1213522.250000 Penalty: 3010.822998
	Iteration 51Q: 3 clusters Score -1213522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1213521.875000 Penalty: 3010.822998
	Iteration 52Q: 3 clusters Score -1213522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1213521.750000 Penalty: 3010.822998
	Iteration 53Q: 3 clusters Score -1213522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1213521.750000 Penalty: 3010.822998
	Iteration 54F: 3 clusters Score -1213522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Entering Unmasked Estep 
Score: -12749151.000000 Penalty: 1876.049194
	Iteration 0F: 2 clusters Score -1.274915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -12681715.000000 Penalty: 3752.098389
	Iteration 0F: 3 clusters Score -1.268172e+07 nChanged 49462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -12711588.000000 Penalty: 3752.098389
	Iteration 1F: 3 clusters Score -1.271159e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -12713647.000000 Penalty: 3752.098389
	Iteration 2Q: 3 clusters Score -1.271365e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -12716798.000000 Penalty: 3752.098389
	Iteration 3F: 3 clusters Score -1.27168e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -12721165.000000 Penalty: 3752.098389
	Iteration 4F: 3 clusters Score -1.272116e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -12726763.000000 Penalty: 3752.098389
	Iteration 5F: 3 clusters Score -1.272676e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -12732759.000000 Penalty: 3752.098389
	Iteration 6F: 3 clusters Score -1.273276e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -12738092.000000 Penalty: 3752.098389
	Iteration 7F: 3 clusters Score -1.273809e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -12742408.000000 Penalty: 3752.098389
	Iteration 8Q: 3 clusters Score -1.274241e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -12745193.000000 Penalty: 3752.098389
	Iteration 9Q: 3 clusters Score -1.274519e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -12746759.000000 Penalty: 3752.098389
	Iteration 10Q: 3 clusters Score -1.274676e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -12747574.000000 Penalty: 3752.098389
	Iteration 11Q: 3 clusters Score -1.274757e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -12748047.000000 Penalty: 3752.098389
	Iteration 12Q: 3 clusters Score -1.274805e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -12748200.000000 Penalty: 3752.098389
	Iteration 13Q: 3 clusters Score -1.27482e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -12748276.000000 Penalty: 3752.098389
	Iteration 14Q: 3 clusters Score -1.274828e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -12748280.000000 Penalty: 3752.098389
	Iteration 15Q: 3 clusters Score -1.274828e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 101740 members 
Entering Unmasked Estep 
Score: -12748295.000000 Penalty: 3752.098389
	Iteration 16Q: 3 clusters Score -1.27483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 101734 members 
Entering Unmasked Estep 
Score: -12748328.000000 Penalty: 3752.098389
	Iteration 17Q: 3 clusters Score -1.274833e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -12748321.000000 Penalty: 3752.098389
	Iteration 18Q: 3 clusters Score -1.274832e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -12748335.000000 Penalty: 3752.098389
	Iteration 19Q: 3 clusters Score -1.274834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -12748341.000000 Penalty: 3752.098389
	Iteration 20F: 3 clusters Score -1.274834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -12748347.000000 Penalty: 3752.098389
	Iteration 21Q: 3 clusters Score -1.274835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -12748349.000000 Penalty: 3752.098389
	Iteration 22Q: 3 clusters Score -1.274835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -12748355.000000 Penalty: 3752.098389
	Iteration 23Q: 3 clusters Score -1.274836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -12748357.000000 Penalty: 3752.098389
	Iteration 24Q: 3 clusters Score -1.274836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -12748361.000000 Penalty: 3752.098389
	Iteration 25Q: 3 clusters Score -1.274836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -12748361.000000 Penalty: 3752.098389
	Iteration 26Q: 3 clusters Score -1.274836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -12748368.000000 Penalty: 3752.098389
	Iteration 27Q: 3 clusters Score -1.274837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -12748375.000000 Penalty: 3752.098389
	Iteration 28Q: 3 clusters Score -1.274838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -12748375.000000 Penalty: 3752.098389
	Iteration 29Q: 3 clusters Score -1.274838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -12748375.000000 Penalty: 3752.098389
	Iteration 30Q: 3 clusters Score -1.274838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -12748381.000000 Penalty: 3752.098389
	Iteration 31Q: 3 clusters Score -1.274838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -12748377.000000 Penalty: 3752.098389
	Iteration 32Q: 3 clusters Score -1.274838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -12748376.000000 Penalty: 3752.098389
	Iteration 33Q: 3 clusters Score -1.274838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -12748374.000000 Penalty: 3752.098389
	Iteration 34Q: 3 clusters Score -1.274837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -12748374.000000 Penalty: 3752.098389
	Iteration 35F: 3 clusters Score -1.274837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -1018631.312500 Penalty: 1464.233643
	Iteration 0F: 2 clusters Score -1018631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1012662.125000 Penalty: 2928.467285
	Iteration 0F: 3 clusters Score -1012662 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1014484.000000 Penalty: 2928.467285
	Iteration 1F: 3 clusters Score -1014484 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1014724.625000 Penalty: 2928.467285
	Iteration 2F: 3 clusters Score -1014725 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1014907.125000 Penalty: 2928.467285
	Iteration 3F: 3 clusters Score -1014907 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1015070.375000 Penalty: 2928.467285
	Iteration 4Q: 3 clusters Score -1015070 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1015248.375000 Penalty: 2928.467285
	Iteration 5Q: 3 clusters Score -1015248 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1015466.812500 Penalty: 2928.467285
	Iteration 6Q: 3 clusters Score -1015467 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1015764.500000 Penalty: 2928.467285
	Iteration 7F: 3 clusters Score -1015764 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1016098.000000 Penalty: 2928.467285
	Iteration 8F: 3 clusters Score -1016098 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1016445.312500 Penalty: 2928.467285
	Iteration 9Q: 3 clusters Score -1016445 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1016739.875000 Penalty: 2928.467285
	Iteration 10Q: 3 clusters Score -1016740 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1016958.000000 Penalty: 2928.467285
	Iteration 11Q: 3 clusters Score -1016958 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1017106.562500 Penalty: 2928.467285
	Iteration 12Q: 3 clusters Score -1017107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1017193.500000 Penalty: 2928.467285
	Iteration 13Q: 3 clusters Score -1017194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1017253.937500 Penalty: 2928.467285
	Iteration 14Q: 3 clusters Score -1017254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1017290.500000 Penalty: 2928.467285
	Iteration 15Q: 3 clusters Score -1017290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1017329.687500 Penalty: 2928.467285
	Iteration 16Q: 3 clusters Score -1017330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1017369.812500 Penalty: 2928.467285
	Iteration 17Q: 3 clusters Score -1017370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1017393.375000 Penalty: 2928.467285
	Iteration 18Q: 3 clusters Score -1017393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1017413.125000 Penalty: 2928.467285
	Iteration 19Q: 3 clusters Score -1017413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1017423.375000 Penalty: 2928.467285
	Iteration 20F: 3 clusters Score -1017423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1017428.000000 Penalty: 2928.467285
	Iteration 21Q: 3 clusters Score -1017428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1017428.812500 Penalty: 2928.467285
	Iteration 22Q: 3 clusters Score -1017429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1017428.812500 Penalty: 2928.467285
	Iteration 23F: 3 clusters Score -1017429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -701871.687500 Penalty: 1410.719482
	Iteration 0F: 2 clusters Score -701871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -697387.312500 Penalty: 2821.438965
	Iteration 0F: 3 clusters Score -697387.3 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -698820.562500 Penalty: 2821.438965
	Iteration 1F: 3 clusters Score -698820.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -699115.687500 Penalty: 2821.438965
	Iteration 2F: 3 clusters Score -699115.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -699391.437500 Penalty: 2821.438965
	Iteration 3F: 3 clusters Score -699391.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -699671.875000 Penalty: 2821.438965
	Iteration 4F: 3 clusters Score -699671.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -699964.312500 Penalty: 2821.438965
	Iteration 5F: 3 clusters Score -699964.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -700252.187500 Penalty: 2821.438965
	Iteration 6F: 3 clusters Score -700252.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -700511.437500 Penalty: 2821.438965
	Iteration 7Q: 3 clusters Score -700511.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -700688.562500 Penalty: 2821.438965
	Iteration 8Q: 3 clusters Score -700688.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -700812.375000 Penalty: 2821.438965
	Iteration 9Q: 3 clusters Score -700812.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -700930.375000 Penalty: 2821.438965
	Iteration 10Q: 3 clusters Score -700930.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -701016.937500 Penalty: 2821.438965
	Iteration 11Q: 3 clusters Score -701016.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -701073.437500 Penalty: 2821.438965
	Iteration 12Q: 3 clusters Score -701073.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -701120.250000 Penalty: 2821.438965
	Iteration 13Q: 3 clusters Score -701120.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -701158.000000 Penalty: 2821.438965
	Iteration 14Q: 3 clusters Score -701158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -701175.875000 Penalty: 2821.438965
	Iteration 15Q: 3 clusters Score -701175.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -701190.812500 Penalty: 2821.438965
	Iteration 16Q: 3 clusters Score -701190.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -701200.187500 Penalty: 2821.438965
	Iteration 17Q: 3 clusters Score -701200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -701207.500000 Penalty: 2821.438965
	Iteration 18Q: 3 clusters Score -701207.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -701210.062500 Penalty: 2821.438965
	Iteration 19Q: 3 clusters Score -701210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -701211.562500 Penalty: 2821.438965
	Iteration 20F: 3 clusters Score -701211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -701213.312500 Penalty: 2821.438965
	Iteration 21Q: 3 clusters Score -701213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -701214.250000 Penalty: 2821.438965
	Iteration 22Q: 3 clusters Score -701214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -701216.437500 Penalty: 2821.438965
	Iteration 23Q: 3 clusters Score -701216.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -701219.312500 Penalty: 2821.438965
	Iteration 24Q: 3 clusters Score -701219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -701219.500000 Penalty: 2821.438965
	Iteration 25Q: 3 clusters Score -701219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -701219.312500 Penalty: 2821.438965
	Iteration 26Q: 3 clusters Score -701219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -701221.750000 Penalty: 2821.438965
	Iteration 27Q: 3 clusters Score -701221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -701222.250000 Penalty: 2821.438965
	Iteration 28Q: 3 clusters Score -701222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -701224.625000 Penalty: 2821.438965
	Iteration 29Q: 3 clusters Score -701224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -701225.000000 Penalty: 2821.438965
	Iteration 30Q: 3 clusters Score -701225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -701228.625000 Penalty: 2821.438965
	Iteration 31Q: 3 clusters Score -701228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -701230.625000 Penalty: 2821.438965
	Iteration 32Q: 3 clusters Score -701230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -701230.187500 Penalty: 2821.438965
	Iteration 33Q: 3 clusters Score -701230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -701232.500000 Penalty: 2821.438965
	Iteration 34Q: 3 clusters Score -701232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -701232.812500 Penalty: 2821.438965
	Iteration 35Q: 3 clusters Score -701232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -701237.500000 Penalty: 2821.438965
	Iteration 36Q: 3 clusters Score -701237.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -701238.062500 Penalty: 2821.438965
	Iteration 37Q: 3 clusters Score -701238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -701240.062500 Penalty: 2821.438965
	Iteration 38Q: 3 clusters Score -701240.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -701242.312500 Penalty: 2821.438965
	Iteration 39Q: 3 clusters Score -701242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -701244.562500 Penalty: 2821.438965
	Iteration 40F: 3 clusters Score -701244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -701247.125000 Penalty: 2821.438965
	Iteration 41Q: 3 clusters Score -701247.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -701248.687500 Penalty: 2821.438965
	Iteration 42Q: 3 clusters Score -701248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -701250.375000 Penalty: 2821.438965
	Iteration 43Q: 3 clusters Score -701250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -701251.125000 Penalty: 2821.438965
	Iteration 44Q: 3 clusters Score -701251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -701252.375000 Penalty: 2821.438965
	Iteration 45Q: 3 clusters Score -701252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -701253.750000 Penalty: 2821.438965
	Iteration 46Q: 3 clusters Score -701253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -701253.875000 Penalty: 2821.438965
	Iteration 47Q: 3 clusters Score -701253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -701253.125000 Penalty: 2821.438965
	Iteration 48Q: 3 clusters Score -701253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -701254.062500 Penalty: 2821.438965
	Iteration 49Q: 3 clusters Score -701254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -701253.750000 Penalty: 2821.438965
	Iteration 50Q: 3 clusters Score -701253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -701255.687500 Penalty: 2821.438965
	Iteration 51Q: 3 clusters Score -701255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -701255.375000 Penalty: 2821.438965
	Iteration 52Q: 3 clusters Score -701255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -701256.750000 Penalty: 2821.438965
	Iteration 53Q: 3 clusters Score -701256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -701257.187500 Penalty: 2821.438965
	Iteration 54Q: 3 clusters Score -701257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -701257.062500 Penalty: 2821.438965
	Iteration 55Q: 3 clusters Score -701257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -701256.937500 Penalty: 2821.438965
	Iteration 56Q: 3 clusters Score -701256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -701257.687500 Penalty: 2821.438965
	Iteration 57Q: 3 clusters Score -701257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -701257.875000 Penalty: 2821.438965
	Iteration 58Q: 3 clusters Score -701257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -701257.312500 Penalty: 2821.438965
	Iteration 59Q: 3 clusters Score -701257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -701257.312500 Penalty: 2821.438965
	Iteration 60F: 3 clusters Score -701257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -536781.500000 Penalty: 1358.739746
	Iteration 0F: 2 clusters Score -536781.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -533244.937500 Penalty: 2717.479492
	Iteration 0F: 3 clusters Score -533244.9 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -534174.875000 Penalty: 2717.479492
	Iteration 1F: 3 clusters Score -534174.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -534361.937500 Penalty: 2717.479492
	Iteration 2F: 3 clusters Score -534361.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -534450.625000 Penalty: 2717.479492
	Iteration 3F: 3 clusters Score -534450.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -534503.062500 Penalty: 2717.479492
	Iteration 4Q: 3 clusters Score -534503.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -534536.625000 Penalty: 2717.479492
	Iteration 5Q: 3 clusters Score -534536.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -534560.312500 Penalty: 2717.479492
	Iteration 6Q: 3 clusters Score -534560.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -534584.812500 Penalty: 2717.479492
	Iteration 7Q: 3 clusters Score -534584.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -534607.750000 Penalty: 2717.479492
	Iteration 8Q: 3 clusters Score -534607.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -534623.375000 Penalty: 2717.479492
	Iteration 9Q: 3 clusters Score -534623.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -534641.500000 Penalty: 2717.479492
	Iteration 10Q: 3 clusters Score -534641.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -534657.750000 Penalty: 2717.479492
	Iteration 11Q: 3 clusters Score -534657.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -534676.312500 Penalty: 2717.479492
	Iteration 12Q: 3 clusters Score -534676.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -534690.562500 Penalty: 2717.479492
	Iteration 13Q: 3 clusters Score -534690.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -534708.062500 Penalty: 2717.479492
	Iteration 14Q: 3 clusters Score -534708.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -534724.687500 Penalty: 2717.479492
	Iteration 15Q: 3 clusters Score -534724.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -534742.500000 Penalty: 2717.479492
	Iteration 16Q: 3 clusters Score -534742.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -534766.187500 Penalty: 2717.479492
	Iteration 17Q: 3 clusters Score -534766.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -534792.687500 Penalty: 2717.479492
	Iteration 18Q: 3 clusters Score -534792.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -534821.062500 Penalty: 2717.479492
	Iteration 19Q: 3 clusters Score -534821.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -534850.000000 Penalty: 2717.479492
	Iteration 20F: 3 clusters Score -534850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -534892.500000 Penalty: 2717.479492
	Iteration 21Q: 3 clusters Score -534892.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -534939.437500 Penalty: 2717.479492
	Iteration 22Q: 3 clusters Score -534939.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -534990.000000 Penalty: 2717.479492
	Iteration 23Q: 3 clusters Score -534990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -535026.187500 Penalty: 2717.479492
	Iteration 24Q: 3 clusters Score -535026.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -535054.812500 Penalty: 2717.479492
	Iteration 25Q: 3 clusters Score -535054.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -535077.125000 Penalty: 2717.479492
	Iteration 26Q: 3 clusters Score -535077.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -535096.250000 Penalty: 2717.479492
	Iteration 27Q: 3 clusters Score -535096.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -535121.375000 Penalty: 2717.479492
	Iteration 28Q: 3 clusters Score -535121.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -535144.312500 Penalty: 2717.479492
	Iteration 29Q: 3 clusters Score -535144.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -535160.750000 Penalty: 2717.479492
	Iteration 30Q: 3 clusters Score -535160.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -535177.000000 Penalty: 2717.479492
	Iteration 31Q: 3 clusters Score -535177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -535198.687500 Penalty: 2717.479492
	Iteration 32Q: 3 clusters Score -535198.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -535216.062500 Penalty: 2717.479492
	Iteration 33Q: 3 clusters Score -535216.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -535232.750000 Penalty: 2717.479492
	Iteration 34Q: 3 clusters Score -535232.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -535245.687500 Penalty: 2717.479492
	Iteration 35Q: 3 clusters Score -535245.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -535257.625000 Penalty: 2717.479492
	Iteration 36Q: 3 clusters Score -535257.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -535275.125000 Penalty: 2717.479492
	Iteration 37Q: 3 clusters Score -535275.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -535299.750000 Penalty: 2717.479492
	Iteration 38Q: 3 clusters Score -535299.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -535322.750000 Penalty: 2717.479492
	Iteration 39Q: 3 clusters Score -535322.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -535338.312500 Penalty: 2717.479492
	Iteration 40F: 3 clusters Score -535338.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -535352.125000 Penalty: 2717.479492
	Iteration 41Q: 3 clusters Score -535352.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -535362.937500 Penalty: 2717.479492
	Iteration 42Q: 3 clusters Score -535362.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -535368.875000 Penalty: 2717.479492
	Iteration 43Q: 3 clusters Score -535368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -535373.375000 Penalty: 2717.479492
	Iteration 44Q: 3 clusters Score -535373.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -535381.625000 Penalty: 2717.479492
	Iteration 45Q: 3 clusters Score -535381.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -535386.375000 Penalty: 2717.479492
	Iteration 46Q: 3 clusters Score -535386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -535389.750000 Penalty: 2717.479492
	Iteration 47Q: 3 clusters Score -535389.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -535391.875000 Penalty: 2717.479492
	Iteration 48Q: 3 clusters Score -535391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -535395.125000 Penalty: 2717.479492
	Iteration 49Q: 3 clusters Score -535395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -535396.000000 Penalty: 2717.479492
	Iteration 50Q: 3 clusters Score -535396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -535398.125000 Penalty: 2717.479492
	Iteration 51Q: 3 clusters Score -535398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -535402.375000 Penalty: 2717.479492
	Iteration 52Q: 3 clusters Score -535402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -535403.812500 Penalty: 2717.479492
	Iteration 53Q: 3 clusters Score -535403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -535410.000000 Penalty: 2717.479492
	Iteration 54Q: 3 clusters Score -535410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -535414.312500 Penalty: 2717.479492
	Iteration 55Q: 3 clusters Score -535414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -535419.000000 Penalty: 2717.479492
	Iteration 56Q: 3 clusters Score -535419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -535422.562500 Penalty: 2717.479492
	Iteration 57Q: 3 clusters Score -535422.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -535426.375000 Penalty: 2717.479492
	Iteration 58Q: 3 clusters Score -535426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -535430.437500 Penalty: 2717.479492
	Iteration 59Q: 3 clusters Score -535430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -535433.187500 Penalty: 2717.479492
	Iteration 60F: 3 clusters Score -535433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -535436.937500 Penalty: 2717.479492
	Iteration 61Q: 3 clusters Score -535436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -535438.562500 Penalty: 2717.479492
	Iteration 62Q: 3 clusters Score -535438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -535440.187500 Penalty: 2717.479492
	Iteration 63Q: 3 clusters Score -535440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -535440.687500 Penalty: 2717.479492
	Iteration 64Q: 3 clusters Score -535440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -535442.437500 Penalty: 2717.479492
	Iteration 65Q: 3 clusters Score -535442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -535443.812500 Penalty: 2717.479492
	Iteration 66Q: 3 clusters Score -535443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -535444.250000 Penalty: 2717.479492
	Iteration 67Q: 3 clusters Score -535444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -535444.875000 Penalty: 2717.479492
	Iteration 68Q: 3 clusters Score -535444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -535446.687500 Penalty: 2717.479492
	Iteration 69Q: 3 clusters Score -535446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -535449.500000 Penalty: 2717.479492
	Iteration 70Q: 3 clusters Score -535449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -535449.750000 Penalty: 2717.479492
	Iteration 71Q: 3 clusters Score -535449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -535450.375000 Penalty: 2717.479492
	Iteration 72Q: 3 clusters Score -535450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -535451.937500 Penalty: 2717.479492
	Iteration 73Q: 3 clusters Score -535451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -535453.062500 Penalty: 2717.479492
	Iteration 74Q: 3 clusters Score -535453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -535454.687500 Penalty: 2717.479492
	Iteration 75Q: 3 clusters Score -535454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -535454.375000 Penalty: 2717.479492
	Iteration 76Q: 3 clusters Score -535454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -535454.375000 Penalty: 2717.479492
	Iteration 77F: 3 clusters Score -535454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -59850.175781 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -59850.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58775.777344 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -58775.78 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59241.898438 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -59241.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59465.406250 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -59465.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59624.855469 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -59624.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59737.011719 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -59737.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59803.230469 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -59803.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59832.578125 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -59832.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59840.152344 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -59840.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59841.957031 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -59841.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59849.527344 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -59849.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59850.378906 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -59850.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59850.378906 Penalty: 2087.027344
	Iteration 11F: 3 clusters Score -59850.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 103251 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117658 members 
Mstep: Class 10 contains 118311 members 
Mstep: Class 11 contains 51781 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105359 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 117755 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108157 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 24 contains 271 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16081 members 
Mstep: Class 28 contains 35750 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133532 members 
Mstep: Class 31 contains 4962 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38929 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15336 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141743200.000000 Penalty: 97552.609375
Splitting cluster 7 changes total score from -141744160.000000 to -141743200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -752140.125000 Penalty: 1417.286865
	Iteration 0F: 2 clusters Score -752140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -747507.625000 Penalty: 2834.573730
	Iteration 0F: 3 clusters Score -747507.6 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -748910.187500 Penalty: 2834.573730
	Iteration 1F: 3 clusters Score -748910.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -749130.812500 Penalty: 2834.573730
	Iteration 2F: 3 clusters Score -749130.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -749304.625000 Penalty: 2834.573730
	Iteration 3F: 3 clusters Score -749304.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -749486.937500 Penalty: 2834.573730
	Iteration 4Q: 3 clusters Score -749486.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -749651.125000 Penalty: 2834.573730
	Iteration 5Q: 3 clusters Score -749651.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -749798.437500 Penalty: 2834.573730
	Iteration 6Q: 3 clusters Score -749798.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -749908.125000 Penalty: 2834.573730
	Iteration 7Q: 3 clusters Score -749908.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -750034.500000 Penalty: 2834.573730
	Iteration 8Q: 3 clusters Score -750034.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -750143.812500 Penalty: 2834.573730
	Iteration 9Q: 3 clusters Score -750143.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -750239.375000 Penalty: 2834.573730
	Iteration 10Q: 3 clusters Score -750239.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -750326.812500 Penalty: 2834.573730
	Iteration 11Q: 3 clusters Score -750326.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -750415.312500 Penalty: 2834.573730
	Iteration 12Q: 3 clusters Score -750415.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -750488.062500 Penalty: 2834.573730
	Iteration 13Q: 3 clusters Score -750488.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -750548.500000 Penalty: 2834.573730
	Iteration 14Q: 3 clusters Score -750548.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -750589.687500 Penalty: 2834.573730
	Iteration 15Q: 3 clusters Score -750589.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -750621.937500 Penalty: 2834.573730
	Iteration 16Q: 3 clusters Score -750621.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -750644.187500 Penalty: 2834.573730
	Iteration 17Q: 3 clusters Score -750644.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -750656.375000 Penalty: 2834.573730
	Iteration 18Q: 3 clusters Score -750656.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -750660.875000 Penalty: 2834.573730
	Iteration 19Q: 3 clusters Score -750660.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -750663.687500 Penalty: 2834.573730
	Iteration 20F: 3 clusters Score -750663.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -750667.625000 Penalty: 2834.573730
	Iteration 21Q: 3 clusters Score -750667.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -750670.687500 Penalty: 2834.573730
	Iteration 22Q: 3 clusters Score -750670.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -750672.312500 Penalty: 2834.573730
	Iteration 23Q: 3 clusters Score -750672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -750674.625000 Penalty: 2834.573730
	Iteration 24Q: 3 clusters Score -750674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -750678.187500 Penalty: 2834.573730
	Iteration 25Q: 3 clusters Score -750678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -750679.312500 Penalty: 2834.573730
	Iteration 26Q: 3 clusters Score -750679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -750682.937500 Penalty: 2834.573730
	Iteration 27Q: 3 clusters Score -750682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -750683.437500 Penalty: 2834.573730
	Iteration 28Q: 3 clusters Score -750683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -750686.312500 Penalty: 2834.573730
	Iteration 29Q: 3 clusters Score -750686.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -750688.875000 Penalty: 2834.573730
	Iteration 30Q: 3 clusters Score -750688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -750688.562500 Penalty: 2834.573730
	Iteration 31Q: 3 clusters Score -750688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -750689.875000 Penalty: 2834.573730
	Iteration 32Q: 3 clusters Score -750689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -750690.625000 Penalty: 2834.573730
	Iteration 33Q: 3 clusters Score -750690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -750690.750000 Penalty: 2834.573730
	Iteration 34Q: 3 clusters Score -750690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -750692.687500 Penalty: 2834.573730
	Iteration 35Q: 3 clusters Score -750692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -750692.937500 Penalty: 2834.573730
	Iteration 36Q: 3 clusters Score -750692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -750695.875000 Penalty: 2834.573730
	Iteration 37Q: 3 clusters Score -750695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -750697.375000 Penalty: 2834.573730
	Iteration 38Q: 3 clusters Score -750697.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -750698.312500 Penalty: 2834.573730
	Iteration 39Q: 3 clusters Score -750698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -750698.875000 Penalty: 2834.573730
	Iteration 40F: 3 clusters Score -750698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -750702.000000 Penalty: 2834.573730
	Iteration 41Q: 3 clusters Score -750702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -750706.375000 Penalty: 2834.573730
	Iteration 42Q: 3 clusters Score -750706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -750711.562500 Penalty: 2834.573730
	Iteration 43Q: 3 clusters Score -750711.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -750711.875000 Penalty: 2834.573730
	Iteration 44Q: 3 clusters Score -750711.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -750712.250000 Penalty: 2834.573730
	Iteration 45Q: 3 clusters Score -750712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -750714.437500 Penalty: 2834.573730
	Iteration 46Q: 3 clusters Score -750714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -750716.750000 Penalty: 2834.573730
	Iteration 47Q: 3 clusters Score -750716.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -750716.750000 Penalty: 2834.573730
	Iteration 48Q: 3 clusters Score -750716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -750718.687500 Penalty: 2834.573730
	Iteration 49Q: 3 clusters Score -750718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -750719.375000 Penalty: 2834.573730
	Iteration 50Q: 3 clusters Score -750719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -750719.062500 Penalty: 2834.573730
	Iteration 51Q: 3 clusters Score -750719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -750720.250000 Penalty: 2834.573730
	Iteration 52Q: 3 clusters Score -750720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -750719.187500 Penalty: 2834.573730
	Iteration 53Q: 3 clusters Score -750719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -750719.187500 Penalty: 2834.573730
	Iteration 54F: 3 clusters Score -750719.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Entering Unmasked Estep 
Score: -14852192.000000 Penalty: 1897.274780
	Iteration 0F: 2 clusters Score -1.485219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -14775806.000000 Penalty: 3794.549561
	Iteration 0F: 3 clusters Score -1.477581e+07 nChanged 56607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -14808984.000000 Penalty: 3794.549561
	Iteration 1F: 3 clusters Score -1.480898e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -14809927.000000 Penalty: 3794.549561
	Iteration 2Q: 3 clusters Score -1.480993e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -14811244.000000 Penalty: 3794.549561
	Iteration 3Q: 3 clusters Score -1.481124e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -14813513.000000 Penalty: 3794.549561
	Iteration 4Q: 3 clusters Score -1.481351e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -14817000.000000 Penalty: 3794.549561
	Iteration 5F: 3 clusters Score -1.4817e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -14822678.000000 Penalty: 3794.549561
	Iteration 6F: 3 clusters Score -1.482268e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -14830690.000000 Penalty: 3794.549561
	Iteration 7F: 3 clusters Score -1.483069e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -14838438.000000 Penalty: 3794.549561
	Iteration 8F: 3 clusters Score -1.483844e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -14842352.000000 Penalty: 3794.549561
	Iteration 9F: 3 clusters Score -1.484235e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -14844037.000000 Penalty: 3794.549561
	Iteration 10Q: 3 clusters Score -1.484404e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -14845331.000000 Penalty: 3794.549561
	Iteration 11Q: 3 clusters Score -1.484533e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -14846314.000000 Penalty: 3794.549561
	Iteration 12Q: 3 clusters Score -1.484631e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -14847100.000000 Penalty: 3794.549561
	Iteration 13Q: 3 clusters Score -1.48471e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -14847749.000000 Penalty: 3794.549561
	Iteration 14Q: 3 clusters Score -1.484775e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -14848240.000000 Penalty: 3794.549561
	Iteration 15Q: 3 clusters Score -1.484824e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -14848729.000000 Penalty: 3794.549561
	Iteration 16Q: 3 clusters Score -1.484873e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -14849051.000000 Penalty: 3794.549561
	Iteration 17Q: 3 clusters Score -1.484905e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -14849393.000000 Penalty: 3794.549561
	Iteration 18Q: 3 clusters Score -1.484939e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -14849725.000000 Penalty: 3794.549561
	Iteration 19Q: 3 clusters Score -1.484972e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -14850078.000000 Penalty: 3794.549561
	Iteration 20F: 3 clusters Score -1.485008e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -14850357.000000 Penalty: 3794.549561
	Iteration 21Q: 3 clusters Score -1.485036e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -14850622.000000 Penalty: 3794.549561
	Iteration 22Q: 3 clusters Score -1.485062e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -14850840.000000 Penalty: 3794.549561
	Iteration 23Q: 3 clusters Score -1.485084e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -14851029.000000 Penalty: 3794.549561
	Iteration 24Q: 3 clusters Score -1.485103e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -14851255.000000 Penalty: 3794.549561
	Iteration 25Q: 3 clusters Score -1.485126e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -14851455.000000 Penalty: 3794.549561
	Iteration 26Q: 3 clusters Score -1.485146e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -14851610.000000 Penalty: 3794.549561
	Iteration 27Q: 3 clusters Score -1.485161e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104621 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -14851714.000000 Penalty: 3794.549561
	Iteration 28Q: 3 clusters Score -1.485171e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -14851820.000000 Penalty: 3794.549561
	Iteration 29Q: 3 clusters Score -1.485182e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -14851935.000000 Penalty: 3794.549561
	Iteration 30Q: 3 clusters Score -1.485194e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -14852009.000000 Penalty: 3794.549561
	Iteration 31Q: 3 clusters Score -1.485201e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -14852089.000000 Penalty: 3794.549561
	Iteration 32Q: 3 clusters Score -1.485209e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -14852106.000000 Penalty: 3794.549561
	Iteration 33Q: 3 clusters Score -1.485211e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -14852198.000000 Penalty: 3794.549561
	Iteration 34Q: 3 clusters Score -1.48522e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -14852232.000000 Penalty: 3794.549561
	Iteration 35Q: 3 clusters Score -1.485223e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -14852254.000000 Penalty: 3794.549561
	Iteration 36Q: 3 clusters Score -1.485225e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -14852277.000000 Penalty: 3794.549561
	Iteration 37Q: 3 clusters Score -1.485228e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -14852353.000000 Penalty: 3794.549561
	Iteration 38Q: 3 clusters Score -1.485235e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -14852362.000000 Penalty: 3794.549561
	Iteration 39Q: 3 clusters Score -1.485236e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -14852335.000000 Penalty: 3794.549561
	Iteration 40F: 3 clusters Score -1.485234e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -14852335.000000 Penalty: 3794.549561
	Iteration 41Q: 3 clusters Score -1.485234e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -14852300.000000 Penalty: 3794.549561
	Iteration 42Q: 3 clusters Score -1.48523e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111519 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -14852275.000000 Penalty: 3794.549561
	Iteration 43Q: 3 clusters Score -1.485228e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -14852247.000000 Penalty: 3794.549561
	Iteration 44Q: 3 clusters Score -1.485225e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -14852272.000000 Penalty: 3794.549561
	Iteration 45Q: 3 clusters Score -1.485227e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -14852217.000000 Penalty: 3794.549561
	Iteration 46Q: 3 clusters Score -1.485222e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -14852158.000000 Penalty: 3794.549561
	Iteration 47Q: 3 clusters Score -1.485216e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112506 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -14852112.000000 Penalty: 3794.549561
	Iteration 48Q: 3 clusters Score -1.485211e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112665 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -14852078.000000 Penalty: 3794.549561
	Iteration 49Q: 3 clusters Score -1.485208e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112813 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -14852029.000000 Penalty: 3794.549561
	Iteration 50Q: 3 clusters Score -1.485203e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -14852062.000000 Penalty: 3794.549561
	Iteration 51Q: 3 clusters Score -1.485206e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -14851999.000000 Penalty: 3794.549561
	Iteration 52Q: 3 clusters Score -1.4852e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113218 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -14851984.000000 Penalty: 3794.549561
	Iteration 53Q: 3 clusters Score -1.485198e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113361 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -14851969.000000 Penalty: 3794.549561
	Iteration 54Q: 3 clusters Score -1.485197e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -14851950.000000 Penalty: 3794.549561
	Iteration 55Q: 3 clusters Score -1.485195e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -14851934.000000 Penalty: 3794.549561
	Iteration 56Q: 3 clusters Score -1.485193e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -14851937.000000 Penalty: 3794.549561
	Iteration 57Q: 3 clusters Score -1.485194e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113871 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -14851923.000000 Penalty: 3794.549561
	Iteration 58Q: 3 clusters Score -1.485192e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -14851865.000000 Penalty: 3794.549561
	Iteration 59Q: 3 clusters Score -1.485186e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -14851879.000000 Penalty: 3794.549561
	Iteration 60F: 3 clusters Score -1.485188e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114221 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -14851884.000000 Penalty: 3794.549561
	Iteration 61Q: 3 clusters Score -1.485188e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114326 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -14851867.000000 Penalty: 3794.549561
	Iteration 62Q: 3 clusters Score -1.485187e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -14851862.000000 Penalty: 3794.549561
	Iteration 63Q: 3 clusters Score -1.485186e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -14851838.000000 Penalty: 3794.549561
	Iteration 64Q: 3 clusters Score -1.485184e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -14851780.000000 Penalty: 3794.549561
	Iteration 65Q: 3 clusters Score -1.485178e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14851776.000000 Penalty: 3794.549561
	Iteration 66Q: 3 clusters Score -1.485178e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -14851775.000000 Penalty: 3794.549561
	Iteration 67Q: 3 clusters Score -1.485178e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14851783.000000 Penalty: 3794.549561
	Iteration 68Q: 3 clusters Score -1.485178e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114869 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -14851767.000000 Penalty: 3794.549561
	Iteration 69Q: 3 clusters Score -1.485177e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -14851777.000000 Penalty: 3794.549561
	Iteration 70Q: 3 clusters Score -1.485178e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14851769.000000 Penalty: 3794.549561
	Iteration 71Q: 3 clusters Score -1.485177e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -14851745.000000 Penalty: 3794.549561
	Iteration 72Q: 3 clusters Score -1.485174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -14851727.000000 Penalty: 3794.549561
	Iteration 73Q: 3 clusters Score -1.485173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -14851723.000000 Penalty: 3794.549561
	Iteration 74Q: 3 clusters Score -1.485172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -14851724.000000 Penalty: 3794.549561
	Iteration 75Q: 3 clusters Score -1.485172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115154 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -14851721.000000 Penalty: 3794.549561
	Iteration 76Q: 3 clusters Score -1.485172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -14851708.000000 Penalty: 3794.549561
	Iteration 77Q: 3 clusters Score -1.485171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -14851711.000000 Penalty: 3794.549561
	Iteration 78Q: 3 clusters Score -1.485171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -14851716.000000 Penalty: 3794.549561
	Iteration 79Q: 3 clusters Score -1.485172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -14851724.000000 Penalty: 3794.549561
	Iteration 80F: 3 clusters Score -1.485172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115248 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -14851736.000000 Penalty: 3794.549561
	Iteration 81Q: 3 clusters Score -1.485174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -14851727.000000 Penalty: 3794.549561
	Iteration 82Q: 3 clusters Score -1.485173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14851740.000000 Penalty: 3794.549561
	Iteration 83Q: 3 clusters Score -1.485174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -14851731.000000 Penalty: 3794.549561
	Iteration 84Q: 3 clusters Score -1.485173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14851742.000000 Penalty: 3794.549561
	Iteration 85Q: 3 clusters Score -1.485174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -14851741.000000 Penalty: 3794.549561
	Iteration 86Q: 3 clusters Score -1.485174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -14851740.000000 Penalty: 3794.549561
	Iteration 87Q: 3 clusters Score -1.485174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -14851732.000000 Penalty: 3794.549561
	Iteration 88Q: 3 clusters Score -1.485173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14851722.000000 Penalty: 3794.549561
	Iteration 89Q: 3 clusters Score -1.485172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115403 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14851708.000000 Penalty: 3794.549561
	Iteration 90Q: 3 clusters Score -1.485171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14851698.000000 Penalty: 3794.549561
	Iteration 91Q: 3 clusters Score -1.48517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14851680.000000 Penalty: 3794.549561
	Iteration 92Q: 3 clusters Score -1.485168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14851701.000000 Penalty: 3794.549561
	Iteration 93Q: 3 clusters Score -1.48517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -14851699.000000 Penalty: 3794.549561
	Iteration 94Q: 3 clusters Score -1.48517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -14851682.000000 Penalty: 3794.549561
	Iteration 95Q: 3 clusters Score -1.485168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -14851679.000000 Penalty: 3794.549561
	Iteration 96Q: 3 clusters Score -1.485168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115484 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -14851685.000000 Penalty: 3794.549561
	Iteration 97Q: 3 clusters Score -1.485168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115499 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14851690.000000 Penalty: 3794.549561
	Iteration 98Q: 3 clusters Score -1.485169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115514 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14851663.000000 Penalty: 3794.549561
	Iteration 99Q: 3 clusters Score -1.485166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -14851669.000000 Penalty: 3794.549561
	Iteration 100F: 3 clusters Score -1.485167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115544 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14851667.000000 Penalty: 3794.549561
	Iteration 101Q: 3 clusters Score -1.485167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -14851660.000000 Penalty: 3794.549561
	Iteration 102Q: 3 clusters Score -1.485166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -14851676.000000 Penalty: 3794.549561
	Iteration 103Q: 3 clusters Score -1.485168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115573 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -14851674.000000 Penalty: 3794.549561
	Iteration 104Q: 3 clusters Score -1.485167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -14851670.000000 Penalty: 3794.549561
	Iteration 105Q: 3 clusters Score -1.485167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -14851668.000000 Penalty: 3794.549561
	Iteration 106Q: 3 clusters Score -1.485167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -14851669.000000 Penalty: 3794.549561
	Iteration 107Q: 3 clusters Score -1.485167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -14851673.000000 Penalty: 3794.549561
	Iteration 108Q: 3 clusters Score -1.485167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115586 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -14851679.000000 Penalty: 3794.549561
	Iteration 109Q: 3 clusters Score -1.485168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14851679.000000 Penalty: 3794.549561
	Iteration 110Q: 3 clusters Score -1.485168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -14851668.000000 Penalty: 3794.549561
	Iteration 111Q: 3 clusters Score -1.485167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115602 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -14851684.000000 Penalty: 3794.549561
	Iteration 112Q: 3 clusters Score -1.485168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115609 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -14851679.000000 Penalty: 3794.549561
	Iteration 113Q: 3 clusters Score -1.485168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115618 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -14851665.000000 Penalty: 3794.549561
	Iteration 114Q: 3 clusters Score -1.485166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14851655.000000 Penalty: 3794.549561
	Iteration 115Q: 3 clusters Score -1.485166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -14851663.000000 Penalty: 3794.549561
	Iteration 116Q: 3 clusters Score -1.485166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115630 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -14851657.000000 Penalty: 3794.549561
	Iteration 117Q: 3 clusters Score -1.485166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14851650.000000 Penalty: 3794.549561
	Iteration 118Q: 3 clusters Score -1.485165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14851651.000000 Penalty: 3794.549561
	Iteration 119Q: 3 clusters Score -1.485165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -14851649.000000 Penalty: 3794.549561
	Iteration 120F: 3 clusters Score -1.485165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -14851653.000000 Penalty: 3794.549561
	Iteration 121Q: 3 clusters Score -1.485165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -14851654.000000 Penalty: 3794.549561
	Iteration 122Q: 3 clusters Score -1.485165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -14851654.000000 Penalty: 3794.549561
	Iteration 123F: 3 clusters Score -1.485165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (118311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Entering Unmasked Estep 
Score: -14908803.000000 Penalty: 1898.174194
	Iteration 0F: 2 clusters Score -1.49088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -14832770.000000 Penalty: 3796.348389
	Iteration 0F: 3 clusters Score -1.483277e+07 nChanged 56606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -14865751.000000 Penalty: 3796.348389
	Iteration 1F: 3 clusters Score -1.486575e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -14866604.000000 Penalty: 3796.348389
	Iteration 2Q: 3 clusters Score -1.48666e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -14867842.000000 Penalty: 3796.348389
	Iteration 3Q: 3 clusters Score -1.486784e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -14870053.000000 Penalty: 3796.348389
	Iteration 4Q: 3 clusters Score -1.487005e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -14873507.000000 Penalty: 3796.348389
	Iteration 5F: 3 clusters Score -1.487351e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -14879253.000000 Penalty: 3796.348389
	Iteration 6F: 3 clusters Score -1.487925e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -14886102.000000 Penalty: 3796.348389
	Iteration 7F: 3 clusters Score -1.48861e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -14892901.000000 Penalty: 3796.348389
	Iteration 8F: 3 clusters Score -1.48929e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -14897483.000000 Penalty: 3796.348389
	Iteration 9F: 3 clusters Score -1.489748e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -14899861.000000 Penalty: 3796.348389
	Iteration 10Q: 3 clusters Score -1.489986e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -14901488.000000 Penalty: 3796.348389
	Iteration 11Q: 3 clusters Score -1.490149e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -14903015.000000 Penalty: 3796.348389
	Iteration 12Q: 3 clusters Score -1.490302e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -14904357.000000 Penalty: 3796.348389
	Iteration 13Q: 3 clusters Score -1.490436e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 106643 members 
Entering Unmasked Estep 
Score: -14905466.000000 Penalty: 3796.348389
	Iteration 14Q: 3 clusters Score -1.490547e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -14906360.000000 Penalty: 3796.348389
	Iteration 15Q: 3 clusters Score -1.490636e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 109648 members 
Entering Unmasked Estep 
Score: -14907066.000000 Penalty: 3796.348389
	Iteration 16Q: 3 clusters Score -1.490707e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 110754 members 
Entering Unmasked Estep 
Score: -14907460.000000 Penalty: 3796.348389
	Iteration 17Q: 3 clusters Score -1.490746e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -14907599.000000 Penalty: 3796.348389
	Iteration 18Q: 3 clusters Score -1.49076e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 112496 members 
Entering Unmasked Estep 
Score: -14907814.000000 Penalty: 3796.348389
	Iteration 19Q: 3 clusters Score -1.490781e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 113203 members 
Entering Unmasked Estep 
Score: -14907885.000000 Penalty: 3796.348389
	Iteration 20F: 3 clusters Score -1.490788e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -14907953.000000 Penalty: 3796.348389
	Iteration 21Q: 3 clusters Score -1.490795e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 114238 members 
Entering Unmasked Estep 
Score: -14908037.000000 Penalty: 3796.348389
	Iteration 22Q: 3 clusters Score -1.490804e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -14908169.000000 Penalty: 3796.348389
	Iteration 23Q: 3 clusters Score -1.490817e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -14908147.000000 Penalty: 3796.348389
	Iteration 24Q: 3 clusters Score -1.490815e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 115089 members 
Entering Unmasked Estep 
Score: -14908142.000000 Penalty: 3796.348389
	Iteration 25Q: 3 clusters Score -1.490814e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -14908170.000000 Penalty: 3796.348389
	Iteration 26Q: 3 clusters Score -1.490817e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -14908172.000000 Penalty: 3796.348389
	Iteration 27Q: 3 clusters Score -1.490817e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -14908170.000000 Penalty: 3796.348389
	Iteration 28Q: 3 clusters Score -1.490817e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -14908172.000000 Penalty: 3796.348389
	Iteration 29Q: 3 clusters Score -1.490817e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 115862 members 
Entering Unmasked Estep 
Score: -14908165.000000 Penalty: 3796.348389
	Iteration 30Q: 3 clusters Score -1.490816e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 115968 members 
Entering Unmasked Estep 
Score: -14908150.000000 Penalty: 3796.348389
	Iteration 31Q: 3 clusters Score -1.490815e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -14908181.000000 Penalty: 3796.348389
	Iteration 32Q: 3 clusters Score -1.490818e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -14908180.000000 Penalty: 3796.348389
	Iteration 33Q: 3 clusters Score -1.490818e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 116196 members 
Entering Unmasked Estep 
Score: -14908175.000000 Penalty: 3796.348389
	Iteration 34Q: 3 clusters Score -1.490818e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 116239 members 
Entering Unmasked Estep 
Score: -14908172.000000 Penalty: 3796.348389
	Iteration 35Q: 3 clusters Score -1.490817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -14908159.000000 Penalty: 3796.348389
	Iteration 36Q: 3 clusters Score -1.490816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -14908167.000000 Penalty: 3796.348389
	Iteration 37Q: 3 clusters Score -1.490817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -14908161.000000 Penalty: 3796.348389
	Iteration 38Q: 3 clusters Score -1.490816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 116366 members 
Entering Unmasked Estep 
Score: -14908157.000000 Penalty: 3796.348389
	Iteration 39Q: 3 clusters Score -1.490816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 116384 members 
Entering Unmasked Estep 
Score: -14908158.000000 Penalty: 3796.348389
	Iteration 40F: 3 clusters Score -1.490816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 116403 members 
Entering Unmasked Estep 
Score: -14908167.000000 Penalty: 3796.348389
	Iteration 41Q: 3 clusters Score -1.490817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -14908134.000000 Penalty: 3796.348389
	Iteration 42Q: 3 clusters Score -1.490813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
Score: -14908135.000000 Penalty: 3796.348389
	Iteration 43Q: 3 clusters Score -1.490814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -14908146.000000 Penalty: 3796.348389
	Iteration 44Q: 3 clusters Score -1.490815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -14908141.000000 Penalty: 3796.348389
	Iteration 45Q: 3 clusters Score -1.490814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 116526 members 
Entering Unmasked Estep 
Score: -14908155.000000 Penalty: 3796.348389
	Iteration 46Q: 3 clusters Score -1.490816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 116539 members 
Entering Unmasked Estep 
Score: -14908147.000000 Penalty: 3796.348389
	Iteration 47Q: 3 clusters Score -1.490815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -14908148.000000 Penalty: 3796.348389
	Iteration 48Q: 3 clusters Score -1.490815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -14908158.000000 Penalty: 3796.348389
	Iteration 49Q: 3 clusters Score -1.490816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 116569 members 
Entering Unmasked Estep 
Score: -14908133.000000 Penalty: 3796.348389
	Iteration 50Q: 3 clusters Score -1.490813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -14908126.000000 Penalty: 3796.348389
	Iteration 51Q: 3 clusters Score -1.490813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -14908141.000000 Penalty: 3796.348389
	Iteration 52Q: 3 clusters Score -1.490814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 116598 members 
Entering Unmasked Estep 
Score: -14908142.000000 Penalty: 3796.348389
	Iteration 53Q: 3 clusters Score -1.490814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -14908125.000000 Penalty: 3796.348389
	Iteration 54Q: 3 clusters Score -1.490812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -14908132.000000 Penalty: 3796.348389
	Iteration 55Q: 3 clusters Score -1.490813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -14908116.000000 Penalty: 3796.348389
	Iteration 56Q: 3 clusters Score -1.490812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -14908113.000000 Penalty: 3796.348389
	Iteration 57Q: 3 clusters Score -1.490811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 116636 members 
Entering Unmasked Estep 
Score: -14908097.000000 Penalty: 3796.348389
	Iteration 58Q: 3 clusters Score -1.49081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -14908094.000000 Penalty: 3796.348389
	Iteration 59Q: 3 clusters Score -1.490809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -14908094.000000 Penalty: 3796.348389
	Iteration 60F: 3 clusters Score -1.490809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Entering Unmasked Estep 
Score: -6342920.500000 Penalty: 1763.901489
	Iteration 0F: 2 clusters Score -6342920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6308279.500000 Penalty: 3527.802979
	Iteration 0F: 3 clusters Score -6308280 nChanged 24358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -6321868.000000 Penalty: 3527.802979
	Iteration 1F: 3 clusters Score -6321868 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -6322257.500000 Penalty: 3527.802979
	Iteration 2Q: 3 clusters Score -6322258 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -6322750.000000 Penalty: 3527.802979
	Iteration 3Q: 3 clusters Score -6322750 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -6323407.500000 Penalty: 3527.802979
	Iteration 4Q: 3 clusters Score -6323408 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -6324392.500000 Penalty: 3527.802979
	Iteration 5Q: 3 clusters Score -6324392 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -6325759.000000 Penalty: 3527.802979
	Iteration 6F: 3 clusters Score -6325759 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -6327749.500000 Penalty: 3527.802979
	Iteration 7F: 3 clusters Score -6327750 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -6330426.500000 Penalty: 3527.802979
	Iteration 8F: 3 clusters Score -6330426 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -6333483.000000 Penalty: 3527.802979
	Iteration 9F: 3 clusters Score -6333483 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -6336539.000000 Penalty: 3527.802979
	Iteration 10F: 3 clusters Score -6336539 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -6339040.000000 Penalty: 3527.802979
	Iteration 11Q: 3 clusters Score -6339040 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6340363.000000 Penalty: 3527.802979
	Iteration 12Q: 3 clusters Score -6340363 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -6340867.000000 Penalty: 3527.802979
	Iteration 13Q: 3 clusters Score -6340867 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -6341068.500000 Penalty: 3527.802979
	Iteration 14Q: 3 clusters Score -6341068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -6341187.000000 Penalty: 3527.802979
	Iteration 15Q: 3 clusters Score -6341187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -6341255.000000 Penalty: 3527.802979
	Iteration 16Q: 3 clusters Score -6341255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -6341294.000000 Penalty: 3527.802979
	Iteration 17Q: 3 clusters Score -6341294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6341321.000000 Penalty: 3527.802979
	Iteration 18Q: 3 clusters Score -6341321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -6341342.000000 Penalty: 3527.802979
	Iteration 19Q: 3 clusters Score -6341342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6341356.000000 Penalty: 3527.802979
	Iteration 20F: 3 clusters Score -6341356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -6341363.500000 Penalty: 3527.802979
	Iteration 21Q: 3 clusters Score -6341364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -6341383.000000 Penalty: 3527.802979
	Iteration 22Q: 3 clusters Score -6341383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -6341385.000000 Penalty: 3527.802979
	Iteration 23Q: 3 clusters Score -6341385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -6341397.500000 Penalty: 3527.802979
	Iteration 24Q: 3 clusters Score -6341398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6341402.000000 Penalty: 3527.802979
	Iteration 25Q: 3 clusters Score -6341402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -6341406.500000 Penalty: 3527.802979
	Iteration 26Q: 3 clusters Score -6341406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -6341406.000000 Penalty: 3527.802979
	Iteration 27Q: 3 clusters Score -6341406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -6341409.000000 Penalty: 3527.802979
	Iteration 28Q: 3 clusters Score -6341409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -6341409.500000 Penalty: 3527.802979
	Iteration 29Q: 3 clusters Score -6341410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -6341409.500000 Penalty: 3527.802979
	Iteration 30F: 3 clusters Score -6341410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -261651.015625 Penalty: 1249.299561
	Iteration 0F: 2 clusters Score -261651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -259475.781250 Penalty: 2498.599121
	Iteration 0F: 3 clusters Score -259475.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -260037.921875 Penalty: 2498.599121
	Iteration 1F: 3 clusters Score -260037.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -260264.765625 Penalty: 2498.599121
	Iteration 2F: 3 clusters Score -260264.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -260426.609375 Penalty: 2498.599121
	Iteration 3F: 3 clusters Score -260426.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -260548.984375 Penalty: 2498.599121
	Iteration 4F: 3 clusters Score -260549 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -260670.031250 Penalty: 2498.599121
	Iteration 5Q: 3 clusters Score -260670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -260775.046875 Penalty: 2498.599121
	Iteration 6Q: 3 clusters Score -260775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -260845.921875 Penalty: 2498.599121
	Iteration 7Q: 3 clusters Score -260845.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -260915.421875 Penalty: 2498.599121
	Iteration 8Q: 3 clusters Score -260915.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260981.906250 Penalty: 2498.599121
	Iteration 9Q: 3 clusters Score -260981.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -261042.765625 Penalty: 2498.599121
	Iteration 10Q: 3 clusters Score -261042.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -261095.875000 Penalty: 2498.599121
	Iteration 11Q: 3 clusters Score -261095.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -261135.468750 Penalty: 2498.599121
	Iteration 12Q: 3 clusters Score -261135.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -261161.562500 Penalty: 2498.599121
	Iteration 13Q: 3 clusters Score -261161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -261173.593750 Penalty: 2498.599121
	Iteration 14Q: 3 clusters Score -261173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -261180.734375 Penalty: 2498.599121
	Iteration 15Q: 3 clusters Score -261180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -261185.171875 Penalty: 2498.599121
	Iteration 16Q: 3 clusters Score -261185.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -261192.203125 Penalty: 2498.599121
	Iteration 17Q: 3 clusters Score -261192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -261193.656250 Penalty: 2498.599121
	Iteration 18Q: 3 clusters Score -261193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -261193.656250 Penalty: 2498.599121
	Iteration 19F: 3 clusters Score -261193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -18363.408203 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -18363.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17700.830078 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -17700.83 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17953.884766 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -17953.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18088.730469 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -18088.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18210.968750 Penalty: 1828.976929
	Iteration 3F: 3 clusters Score -18210.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18237.994141 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -18237.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18244.431641 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -18244.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18259.359375 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -18259.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18261.123047 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -18261.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18261.837891 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -18261.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18261.837891 Penalty: 1828.976929
	Iteration 9F: 3 clusters Score -18261.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Entering Unmasked Estep 
Score: -13310228.000000 Penalty: 1879.333496
	Iteration 0F: 2 clusters Score -1.331023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -13240648.000000 Penalty: 3758.666992
	Iteration 0F: 3 clusters Score -1.324065e+07 nChanged 50426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -13270486.000000 Penalty: 3758.666992
	Iteration 1F: 3 clusters Score -1.327049e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -13272251.000000 Penalty: 3758.666992
	Iteration 2Q: 3 clusters Score -1.327225e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -13274892.000000 Penalty: 3758.666992
	Iteration 3F: 3 clusters Score -1.327489e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -13279048.000000 Penalty: 3758.666992
	Iteration 4F: 3 clusters Score -1.327905e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -13284578.000000 Penalty: 3758.666992
	Iteration 5F: 3 clusters Score -1.328458e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -13291523.000000 Penalty: 3758.666992
	Iteration 6F: 3 clusters Score -1.329152e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -13296836.000000 Penalty: 3758.666992
	Iteration 7F: 3 clusters Score -1.329684e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -13299283.000000 Penalty: 3758.666992
	Iteration 8Q: 3 clusters Score -1.329928e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -13300271.000000 Penalty: 3758.666992
	Iteration 9Q: 3 clusters Score -1.330027e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -13300894.000000 Penalty: 3758.666992
	Iteration 10Q: 3 clusters Score -1.330089e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -13301416.000000 Penalty: 3758.666992
	Iteration 11Q: 3 clusters Score -1.330142e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -13301789.000000 Penalty: 3758.666992
	Iteration 12Q: 3 clusters Score -1.330179e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -13302265.000000 Penalty: 3758.666992
	Iteration 13Q: 3 clusters Score -1.330226e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -13302729.000000 Penalty: 3758.666992
	Iteration 14Q: 3 clusters Score -1.330273e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -13303110.000000 Penalty: 3758.666992
	Iteration 15Q: 3 clusters Score -1.330311e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -13303559.000000 Penalty: 3758.666992
	Iteration 16Q: 3 clusters Score -1.330356e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -13304029.000000 Penalty: 3758.666992
	Iteration 17Q: 3 clusters Score -1.330403e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -13304495.000000 Penalty: 3758.666992
	Iteration 18Q: 3 clusters Score -1.33045e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -13304905.000000 Penalty: 3758.666992
	Iteration 19Q: 3 clusters Score -1.33049e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -13305276.000000 Penalty: 3758.666992
	Iteration 20F: 3 clusters Score -1.330528e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -13305532.000000 Penalty: 3758.666992
	Iteration 21Q: 3 clusters Score -1.330553e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -13305938.000000 Penalty: 3758.666992
	Iteration 22Q: 3 clusters Score -1.330594e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -13306266.000000 Penalty: 3758.666992
	Iteration 23Q: 3 clusters Score -1.330627e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -13306543.000000 Penalty: 3758.666992
	Iteration 24Q: 3 clusters Score -1.330654e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -13306866.000000 Penalty: 3758.666992
	Iteration 25Q: 3 clusters Score -1.330687e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -13307215.000000 Penalty: 3758.666992
	Iteration 26Q: 3 clusters Score -1.330722e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -13307466.000000 Penalty: 3758.666992
	Iteration 27Q: 3 clusters Score -1.330747e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -13307676.000000 Penalty: 3758.666992
	Iteration 28Q: 3 clusters Score -1.330768e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -13307934.000000 Penalty: 3758.666992
	Iteration 29Q: 3 clusters Score -1.330793e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -13308140.000000 Penalty: 3758.666992
	Iteration 30Q: 3 clusters Score -1.330814e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -13308336.000000 Penalty: 3758.666992
	Iteration 31Q: 3 clusters Score -1.330834e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -13308491.000000 Penalty: 3758.666992
	Iteration 32Q: 3 clusters Score -1.330849e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -13308562.000000 Penalty: 3758.666992
	Iteration 33Q: 3 clusters Score -1.330856e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -13308631.000000 Penalty: 3758.666992
	Iteration 34Q: 3 clusters Score -1.330863e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100988 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -13308681.000000 Penalty: 3758.666992
	Iteration 35Q: 3 clusters Score -1.330868e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -13308787.000000 Penalty: 3758.666992
	Iteration 36Q: 3 clusters Score -1.330879e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -13308837.000000 Penalty: 3758.666992
	Iteration 37Q: 3 clusters Score -1.330884e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -13308860.000000 Penalty: 3758.666992
	Iteration 38Q: 3 clusters Score -1.330886e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -13308886.000000 Penalty: 3758.666992
	Iteration 39Q: 3 clusters Score -1.330889e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -13308950.000000 Penalty: 3758.666992
	Iteration 40F: 3 clusters Score -1.330895e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -13309012.000000 Penalty: 3758.666992
	Iteration 41Q: 3 clusters Score -1.330901e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13309005.000000 Penalty: 3758.666992
	Iteration 42Q: 3 clusters Score -1.3309e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -13309042.000000 Penalty: 3758.666992
	Iteration 43Q: 3 clusters Score -1.330904e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -13309084.000000 Penalty: 3758.666992
	Iteration 44Q: 3 clusters Score -1.330908e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -13309083.000000 Penalty: 3758.666992
	Iteration 45Q: 3 clusters Score -1.330908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -13309086.000000 Penalty: 3758.666992
	Iteration 46Q: 3 clusters Score -1.330909e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13309085.000000 Penalty: 3758.666992
	Iteration 47Q: 3 clusters Score -1.330908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -13309094.000000 Penalty: 3758.666992
	Iteration 48Q: 3 clusters Score -1.330909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103240 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13309120.000000 Penalty: 3758.666992
	Iteration 49Q: 3 clusters Score -1.330912e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -13309120.000000 Penalty: 3758.666992
	Iteration 50Q: 3 clusters Score -1.330912e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103323 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13309123.000000 Penalty: 3758.666992
	Iteration 51Q: 3 clusters Score -1.330912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -13309107.000000 Penalty: 3758.666992
	Iteration 52Q: 3 clusters Score -1.330911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13309116.000000 Penalty: 3758.666992
	Iteration 53Q: 3 clusters Score -1.330912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13309102.000000 Penalty: 3758.666992
	Iteration 54Q: 3 clusters Score -1.33091e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13309114.000000 Penalty: 3758.666992
	Iteration 55Q: 3 clusters Score -1.330911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13309115.000000 Penalty: 3758.666992
	Iteration 56Q: 3 clusters Score -1.330912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13309112.000000 Penalty: 3758.666992
	Iteration 57Q: 3 clusters Score -1.330911e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -13309106.000000 Penalty: 3758.666992
	Iteration 58Q: 3 clusters Score -1.330911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -13309105.000000 Penalty: 3758.666992
	Iteration 59Q: 3 clusters Score -1.33091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13309120.000000 Penalty: 3758.666992
	Iteration 60F: 3 clusters Score -1.330912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -13309116.000000 Penalty: 3758.666992
	Iteration 61Q: 3 clusters Score -1.330912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -13309109.000000 Penalty: 3758.666992
	Iteration 62Q: 3 clusters Score -1.330911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13309115.000000 Penalty: 3758.666992
	Iteration 63Q: 3 clusters Score -1.330912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -13309117.000000 Penalty: 3758.666992
	Iteration 64Q: 3 clusters Score -1.330912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13309115.000000 Penalty: 3758.666992
	Iteration 65Q: 3 clusters Score -1.330912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -13309111.000000 Penalty: 3758.666992
	Iteration 66Q: 3 clusters Score -1.330911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13309113.000000 Penalty: 3758.666992
	Iteration 67Q: 3 clusters Score -1.330911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -13309119.000000 Penalty: 3758.666992
	Iteration 68Q: 3 clusters Score -1.330912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -13309114.000000 Penalty: 3758.666992
	Iteration 69Q: 3 clusters Score -1.330911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -13309115.000000 Penalty: 3758.666992
	Iteration 70Q: 3 clusters Score -1.330912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13309111.000000 Penalty: 3758.666992
	Iteration 71Q: 3 clusters Score -1.330911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13309111.000000 Penalty: 3758.666992
	Iteration 72F: 3 clusters Score -1.330911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Entering Unmasked Estep 
Score: -1751562.500000 Penalty: 1554.654663
	Iteration 0F: 2 clusters Score -1751562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1741589.000000 Penalty: 3109.309326
	Iteration 0F: 3 clusters Score -1741589 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1745047.125000 Penalty: 3109.309326
	Iteration 1F: 3 clusters Score -1745047 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1745520.250000 Penalty: 3109.309326
	Iteration 2F: 3 clusters Score -1745520 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1746070.250000 Penalty: 3109.309326
	Iteration 3F: 3 clusters Score -1746070 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1746687.250000 Penalty: 3109.309326
	Iteration 4F: 3 clusters Score -1746687 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1747356.000000 Penalty: 3109.309326
	Iteration 5F: 3 clusters Score -1747356 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1747961.875000 Penalty: 3109.309326
	Iteration 6F: 3 clusters Score -1747962 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1748413.000000 Penalty: 3109.309326
	Iteration 7F: 3 clusters Score -1748413 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1748731.000000 Penalty: 3109.309326
	Iteration 8Q: 3 clusters Score -1748731 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1748952.750000 Penalty: 3109.309326
	Iteration 9Q: 3 clusters Score -1748953 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1749115.250000 Penalty: 3109.309326
	Iteration 10Q: 3 clusters Score -1749115 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1749261.875000 Penalty: 3109.309326
	Iteration 11Q: 3 clusters Score -1749262 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1749373.500000 Penalty: 3109.309326
	Iteration 12Q: 3 clusters Score -1749374 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1749492.000000 Penalty: 3109.309326
	Iteration 13Q: 3 clusters Score -1749492 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1749602.125000 Penalty: 3109.309326
	Iteration 14Q: 3 clusters Score -1749602 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1749714.250000 Penalty: 3109.309326
	Iteration 15Q: 3 clusters Score -1749714 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1749831.750000 Penalty: 3109.309326
	Iteration 16Q: 3 clusters Score -1749832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1749939.750000 Penalty: 3109.309326
	Iteration 17Q: 3 clusters Score -1749940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1750117.125000 Penalty: 3109.309326
	Iteration 18Q: 3 clusters Score -1750117 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1750434.375000 Penalty: 3109.309326
	Iteration 19Q: 3 clusters Score -1750434 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1750635.125000 Penalty: 3109.309326
	Iteration 20F: 3 clusters Score -1750635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1750669.375000 Penalty: 3109.309326
	Iteration 21Q: 3 clusters Score -1750669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1750692.625000 Penalty: 3109.309326
	Iteration 22Q: 3 clusters Score -1750693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1750700.875000 Penalty: 3109.309326
	Iteration 23Q: 3 clusters Score -1750701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1750705.750000 Penalty: 3109.309326
	Iteration 24Q: 3 clusters Score -1750706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1750709.875000 Penalty: 3109.309326
	Iteration 25Q: 3 clusters Score -1750710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1750713.625000 Penalty: 3109.309326
	Iteration 26Q: 3 clusters Score -1750714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1750714.250000 Penalty: 3109.309326
	Iteration 27Q: 3 clusters Score -1750714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1750715.250000 Penalty: 3109.309326
	Iteration 28Q: 3 clusters Score -1750715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1750714.250000 Penalty: 3109.309326
	Iteration 29Q: 3 clusters Score -1750714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1750714.250000 Penalty: 3109.309326
	Iteration 30F: 3 clusters Score -1750714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -192616.140625 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -192616.1 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 851 members 
Entering Unmasked Estep 
Score: -190748.593750 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -190748.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -191376.703125 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -191376.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -191573.671875 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -191573.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -191682.125000 Penalty: 2417.092041
	Iteration 3F: 3 clusters Score -191682.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -191753.843750 Penalty: 2417.092041
	Iteration 4Q: 3 clusters Score -191753.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -191803.093750 Penalty: 2417.092041
	Iteration 5Q: 3 clusters Score -191803.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191851.140625 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -191851.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -191892.093750 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -191892.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -191932.109375 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -191932.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -191986.421875 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -191986.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192038.468750 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -192038.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192082.171875 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -192082.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192122.593750 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -192122.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -192140.671875 Penalty: 2417.092041
	Iteration 13Q: 3 clusters Score -192140.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -192158.796875 Penalty: 2417.092041
	Iteration 14Q: 3 clusters Score -192158.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -192171.078125 Penalty: 2417.092041
	Iteration 15Q: 3 clusters Score -192171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -192181.109375 Penalty: 2417.092041
	Iteration 16Q: 3 clusters Score -192181.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -192202.968750 Penalty: 2417.092041
	Iteration 17Q: 3 clusters Score -192203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -192280.984375 Penalty: 2417.092041
	Iteration 18Q: 3 clusters Score -192281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192386.500000 Penalty: 2417.092041
	Iteration 19Q: 3 clusters Score -192386.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -192466.671875 Penalty: 2417.092041
	Iteration 20F: 3 clusters Score -192466.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192562.687500 Penalty: 2417.092041
	Iteration 21Q: 3 clusters Score -192562.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192590.687500 Penalty: 2417.092041
	Iteration 22Q: 3 clusters Score -192590.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192600.750000 Penalty: 2417.092041
	Iteration 23Q: 3 clusters Score -192600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192602.656250 Penalty: 2417.092041
	Iteration 24Q: 3 clusters Score -192602.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -192606.265625 Penalty: 2417.092041
	Iteration 25Q: 3 clusters Score -192606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192607.234375 Penalty: 2417.092041
	Iteration 26Q: 3 clusters Score -192607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192607.234375 Penalty: 2417.092041
	Iteration 27F: 3 clusters Score -192607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -626488.062500 Penalty: 1389.414185
	Iteration 0F: 2 clusters Score -626488.1 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 2611 members 
Entering Unmasked Estep 
Score: -622400.625000 Penalty: 2778.828369
	Iteration 0F: 3 clusters Score -622400.6 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -623673.500000 Penalty: 2778.828369
	Iteration 1F: 3 clusters Score -623673.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -623989.312500 Penalty: 2778.828369
	Iteration 2F: 3 clusters Score -623989.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -624289.937500 Penalty: 2778.828369
	Iteration 3F: 3 clusters Score -624289.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -624531.250000 Penalty: 2778.828369
	Iteration 4F: 3 clusters Score -624531.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -624751.062500 Penalty: 2778.828369
	Iteration 5F: 3 clusters Score -624751.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -624974.312500 Penalty: 2778.828369
	Iteration 6F: 3 clusters Score -624974.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -625233.437500 Penalty: 2778.828369
	Iteration 7F: 3 clusters Score -625233.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -625561.812500 Penalty: 2778.828369
	Iteration 8F: 3 clusters Score -625561.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -625857.625000 Penalty: 2778.828369
	Iteration 9F: 3 clusters Score -625857.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -626005.750000 Penalty: 2778.828369
	Iteration 10Q: 3 clusters Score -626005.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -626080.500000 Penalty: 2778.828369
	Iteration 11Q: 3 clusters Score -626080.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -626134.875000 Penalty: 2778.828369
	Iteration 12Q: 3 clusters Score -626134.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -626189.062500 Penalty: 2778.828369
	Iteration 13Q: 3 clusters Score -626189.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -626221.750000 Penalty: 2778.828369
	Iteration 14Q: 3 clusters Score -626221.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -626236.500000 Penalty: 2778.828369
	Iteration 15Q: 3 clusters Score -626236.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -626251.500000 Penalty: 2778.828369
	Iteration 16Q: 3 clusters Score -626251.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -626263.562500 Penalty: 2778.828369
	Iteration 17Q: 3 clusters Score -626263.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -626269.875000 Penalty: 2778.828369
	Iteration 18Q: 3 clusters Score -626269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -626275.250000 Penalty: 2778.828369
	Iteration 19Q: 3 clusters Score -626275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -626278.437500 Penalty: 2778.828369
	Iteration 20F: 3 clusters Score -626278.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -626279.250000 Penalty: 2778.828369
	Iteration 21Q: 3 clusters Score -626279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -626281.812500 Penalty: 2778.828369
	Iteration 22Q: 3 clusters Score -626281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -626281.562500 Penalty: 2778.828369
	Iteration 23Q: 3 clusters Score -626281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -626281.937500 Penalty: 2778.828369
	Iteration 24Q: 3 clusters Score -626281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -626281.937500 Penalty: 2778.828369
	Iteration 25F: 3 clusters Score -626281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (117755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Entering Unmasked Estep 
Score: -14795879.000000 Penalty: 1897.408691
	Iteration 0F: 2 clusters Score -1.479588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -14720904.000000 Penalty: 3794.817383
	Iteration 0F: 3 clusters Score -1.47209e+07 nChanged 56372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -14753759.000000 Penalty: 3794.817383
	Iteration 1F: 3 clusters Score -1.475376e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -14754931.000000 Penalty: 3794.817383
	Iteration 2Q: 3 clusters Score -1.475493e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -14756325.000000 Penalty: 3794.817383
	Iteration 3Q: 3 clusters Score -1.475632e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -14758197.000000 Penalty: 3794.817383
	Iteration 4Q: 3 clusters Score -1.47582e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -14760538.000000 Penalty: 3794.817383
	Iteration 5Q: 3 clusters Score -1.476054e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -14763741.000000 Penalty: 3794.817383
	Iteration 6F: 3 clusters Score -1.476374e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -14767508.000000 Penalty: 3794.817383
	Iteration 7F: 3 clusters Score -1.476751e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -14772148.000000 Penalty: 3794.817383
	Iteration 8F: 3 clusters Score -1.477215e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -14776900.000000 Penalty: 3794.817383
	Iteration 9F: 3 clusters Score -1.47769e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -14780259.000000 Penalty: 3794.817383
	Iteration 10F: 3 clusters Score -1.478026e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -14781768.000000 Penalty: 3794.817383
	Iteration 11Q: 3 clusters Score -1.478177e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -14782240.000000 Penalty: 3794.817383
	Iteration 12Q: 3 clusters Score -1.478224e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -14782422.000000 Penalty: 3794.817383
	Iteration 13Q: 3 clusters Score -1.478242e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -14782528.000000 Penalty: 3794.817383
	Iteration 14Q: 3 clusters Score -1.478253e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -14782624.000000 Penalty: 3794.817383
	Iteration 15Q: 3 clusters Score -1.478262e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -14782695.000000 Penalty: 3794.817383
	Iteration 16Q: 3 clusters Score -1.47827e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -14782816.000000 Penalty: 3794.817383
	Iteration 17Q: 3 clusters Score -1.478282e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -14782903.000000 Penalty: 3794.817383
	Iteration 18Q: 3 clusters Score -1.47829e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -14782958.000000 Penalty: 3794.817383
	Iteration 19Q: 3 clusters Score -1.478296e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -14783017.000000 Penalty: 3794.817383
	Iteration 20F: 3 clusters Score -1.478302e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -14783064.000000 Penalty: 3794.817383
	Iteration 21Q: 3 clusters Score -1.478306e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -14783186.000000 Penalty: 3794.817383
	Iteration 22Q: 3 clusters Score -1.478319e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -14783273.000000 Penalty: 3794.817383
	Iteration 23Q: 3 clusters Score -1.478327e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -14783382.000000 Penalty: 3794.817383
	Iteration 24Q: 3 clusters Score -1.478338e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -14783464.000000 Penalty: 3794.817383
	Iteration 25Q: 3 clusters Score -1.478346e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -14783538.000000 Penalty: 3794.817383
	Iteration 26Q: 3 clusters Score -1.478354e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -14783564.000000 Penalty: 3794.817383
	Iteration 27Q: 3 clusters Score -1.478356e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -14783721.000000 Penalty: 3794.817383
	Iteration 28Q: 3 clusters Score -1.478372e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -14783817.000000 Penalty: 3794.817383
	Iteration 29Q: 3 clusters Score -1.478382e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -14783953.000000 Penalty: 3794.817383
	Iteration 30Q: 3 clusters Score -1.478395e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -14784107.000000 Penalty: 3794.817383
	Iteration 31Q: 3 clusters Score -1.478411e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -14784252.000000 Penalty: 3794.817383
	Iteration 32Q: 3 clusters Score -1.478425e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -14784433.000000 Penalty: 3794.817383
	Iteration 33Q: 3 clusters Score -1.478443e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -14784667.000000 Penalty: 3794.817383
	Iteration 34Q: 3 clusters Score -1.478467e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -14784843.000000 Penalty: 3794.817383
	Iteration 35Q: 3 clusters Score -1.478484e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -14785071.000000 Penalty: 3794.817383
	Iteration 36Q: 3 clusters Score -1.478507e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -14785319.000000 Penalty: 3794.817383
	Iteration 37Q: 3 clusters Score -1.478532e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -14785594.000000 Penalty: 3794.817383
	Iteration 38Q: 3 clusters Score -1.478559e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -14785827.000000 Penalty: 3794.817383
	Iteration 39Q: 3 clusters Score -1.478583e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -14786110.000000 Penalty: 3794.817383
	Iteration 40F: 3 clusters Score -1.478611e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -14786426.000000 Penalty: 3794.817383
	Iteration 41Q: 3 clusters Score -1.478643e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -14786706.000000 Penalty: 3794.817383
	Iteration 42Q: 3 clusters Score -1.478671e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -14787038.000000 Penalty: 3794.817383
	Iteration 43Q: 3 clusters Score -1.478704e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -14787337.000000 Penalty: 3794.817383
	Iteration 44Q: 3 clusters Score -1.478734e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -14787704.000000 Penalty: 3794.817383
	Iteration 45Q: 3 clusters Score -1.47877e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -14788058.000000 Penalty: 3794.817383
	Iteration 46Q: 3 clusters Score -1.478806e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -14788411.000000 Penalty: 3794.817383
	Iteration 47Q: 3 clusters Score -1.478841e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -14788780.000000 Penalty: 3794.817383
	Iteration 48Q: 3 clusters Score -1.478878e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -14789069.000000 Penalty: 3794.817383
	Iteration 49Q: 3 clusters Score -1.478907e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -14789439.000000 Penalty: 3794.817383
	Iteration 50Q: 3 clusters Score -1.478944e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -14789875.000000 Penalty: 3794.817383
	Iteration 51Q: 3 clusters Score -1.478988e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -14790231.000000 Penalty: 3794.817383
	Iteration 52Q: 3 clusters Score -1.479023e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -14790732.000000 Penalty: 3794.817383
	Iteration 53Q: 3 clusters Score -1.479073e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -14791230.000000 Penalty: 3794.817383
	Iteration 54Q: 3 clusters Score -1.479123e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -14791727.000000 Penalty: 3794.817383
	Iteration 55Q: 3 clusters Score -1.479173e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -14792116.000000 Penalty: 3794.817383
	Iteration 56Q: 3 clusters Score -1.479212e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -14792642.000000 Penalty: 3794.817383
	Iteration 57Q: 3 clusters Score -1.479264e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -14793157.000000 Penalty: 3794.817383
	Iteration 58Q: 3 clusters Score -1.479316e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -14793716.000000 Penalty: 3794.817383
	Iteration 59Q: 3 clusters Score -1.479372e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -14794098.000000 Penalty: 3794.817383
	Iteration 60F: 3 clusters Score -1.47941e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -14794535.000000 Penalty: 3794.817383
	Iteration 61Q: 3 clusters Score -1.479454e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -14794888.000000 Penalty: 3794.817383
	Iteration 62Q: 3 clusters Score -1.479489e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 107796 members 
Entering Unmasked Estep 
Score: -14795134.000000 Penalty: 3794.817383
	Iteration 63Q: 3 clusters Score -1.479513e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -14795366.000000 Penalty: 3794.817383
	Iteration 64Q: 3 clusters Score -1.479537e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 109922 members 
Entering Unmasked Estep 
Score: -14795518.000000 Penalty: 3794.817383
	Iteration 65Q: 3 clusters Score -1.479552e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -14795535.000000 Penalty: 3794.817383
	Iteration 66Q: 3 clusters Score -1.479554e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -14795514.000000 Penalty: 3794.817383
	Iteration 67Q: 3 clusters Score -1.479551e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 112394 members 
Entering Unmasked Estep 
Score: -14795503.000000 Penalty: 3794.817383
	Iteration 68Q: 3 clusters Score -1.47955e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -14795548.000000 Penalty: 3794.817383
	Iteration 69Q: 3 clusters Score -1.479555e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -14795445.000000 Penalty: 3794.817383
	Iteration 70Q: 3 clusters Score -1.479544e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 114115 members 
Entering Unmasked Estep 
Score: -14795412.000000 Penalty: 3794.817383
	Iteration 71Q: 3 clusters Score -1.479541e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 114548 members 
Entering Unmasked Estep 
Score: -14795418.000000 Penalty: 3794.817383
	Iteration 72Q: 3 clusters Score -1.479542e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -14795408.000000 Penalty: 3794.817383
	Iteration 73Q: 3 clusters Score -1.479541e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 115143 members 
Entering Unmasked Estep 
Score: -14795383.000000 Penalty: 3794.817383
	Iteration 74Q: 3 clusters Score -1.479538e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -14795355.000000 Penalty: 3794.817383
	Iteration 75Q: 3 clusters Score -1.479536e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -14795314.000000 Penalty: 3794.817383
	Iteration 76Q: 3 clusters Score -1.479531e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 115685 members 
Entering Unmasked Estep 
Score: -14795291.000000 Penalty: 3794.817383
	Iteration 77Q: 3 clusters Score -1.479529e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -14795262.000000 Penalty: 3794.817383
	Iteration 78Q: 3 clusters Score -1.479526e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -14795265.000000 Penalty: 3794.817383
	Iteration 79Q: 3 clusters Score -1.479526e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -14795298.000000 Penalty: 3794.817383
	Iteration 80F: 3 clusters Score -1.47953e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 116143 members 
Entering Unmasked Estep 
Score: -14795254.000000 Penalty: 3794.817383
	Iteration 81Q: 3 clusters Score -1.479525e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 116235 members 
Entering Unmasked Estep 
Score: -14795245.000000 Penalty: 3794.817383
	Iteration 82Q: 3 clusters Score -1.479524e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -14795213.000000 Penalty: 3794.817383
	Iteration 83Q: 3 clusters Score -1.479521e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 116385 members 
Entering Unmasked Estep 
Score: -14795162.000000 Penalty: 3794.817383
	Iteration 84Q: 3 clusters Score -1.479516e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 116427 members 
Entering Unmasked Estep 
Score: -14795157.000000 Penalty: 3794.817383
	Iteration 85Q: 3 clusters Score -1.479516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 116458 members 
Entering Unmasked Estep 
Score: -14795150.000000 Penalty: 3794.817383
	Iteration 86Q: 3 clusters Score -1.479515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -14795134.000000 Penalty: 3794.817383
	Iteration 87Q: 3 clusters Score -1.479513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 116531 members 
Entering Unmasked Estep 
Score: -14795107.000000 Penalty: 3794.817383
	Iteration 88Q: 3 clusters Score -1.479511e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -14795110.000000 Penalty: 3794.817383
	Iteration 89Q: 3 clusters Score -1.479511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -14795111.000000 Penalty: 3794.817383
	Iteration 90Q: 3 clusters Score -1.479511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 116592 members 
Entering Unmasked Estep 
Score: -14795091.000000 Penalty: 3794.817383
	Iteration 91Q: 3 clusters Score -1.479509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -14795089.000000 Penalty: 3794.817383
	Iteration 92Q: 3 clusters Score -1.479509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -14795087.000000 Penalty: 3794.817383
	Iteration 93Q: 3 clusters Score -1.479509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -14795069.000000 Penalty: 3794.817383
	Iteration 94Q: 3 clusters Score -1.479507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 116653 members 
Entering Unmasked Estep 
Score: -14795073.000000 Penalty: 3794.817383
	Iteration 95Q: 3 clusters Score -1.479507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 116657 members 
Entering Unmasked Estep 
Score: -14795078.000000 Penalty: 3794.817383
	Iteration 96Q: 3 clusters Score -1.479508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
Score: -14795075.000000 Penalty: 3794.817383
	Iteration 97Q: 3 clusters Score -1.479508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
Score: -14795061.000000 Penalty: 3794.817383
	Iteration 98Q: 3 clusters Score -1.479506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -14795060.000000 Penalty: 3794.817383
	Iteration 99Q: 3 clusters Score -1.479506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -14795055.000000 Penalty: 3794.817383
	Iteration 100F: 3 clusters Score -1.479506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -14795055.000000 Penalty: 3794.817383
	Iteration 101Q: 3 clusters Score -1.479506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 116682 members 
Entering Unmasked Estep 
Score: -14795053.000000 Penalty: 3794.817383
	Iteration 102Q: 3 clusters Score -1.479505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 116683 members 
Entering Unmasked Estep 
Score: -14795052.000000 Penalty: 3794.817383
	Iteration 103Q: 3 clusters Score -1.479505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -14795046.000000 Penalty: 3794.817383
	Iteration 104Q: 3 clusters Score -1.479505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -14795046.000000 Penalty: 3794.817383
	Iteration 105F: 3 clusters Score -1.479505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -63983.398438 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -63983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62839.492188 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -62839.49 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63082.425781 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -63082.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63207.164062 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -63207.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63446.796875 Penalty: 2091.227539
	Iteration 3F: 3 clusters Score -63446.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63559.621094 Penalty: 2091.227539
	Iteration 4F: 3 clusters Score -63559.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63619.257812 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -63619.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63656.335938 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -63656.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63674.855469 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -63674.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63694.351562 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -63694.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63711.070312 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -63711.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63717.566406 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -63717.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63722.312500 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -63722.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63725.761719 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -63725.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63725.761719 Penalty: 2091.227539
	Iteration 13F: 3 clusters Score -63725.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Entering Unmasked Estep 
Score: -13688749.000000 Penalty: 1883.592651
	Iteration 0F: 2 clusters Score -1.368875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -13617676.000000 Penalty: 3767.185303
	Iteration 0F: 3 clusters Score -1.361768e+07 nChanged 52037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -13648589.000000 Penalty: 3767.185303
	Iteration 1F: 3 clusters Score -1.364859e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -13650632.000000 Penalty: 3767.185303
	Iteration 2Q: 3 clusters Score -1.365063e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -13654102.000000 Penalty: 3767.185303
	Iteration 3F: 3 clusters Score -1.36541e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -13659697.000000 Penalty: 3767.185303
	Iteration 4F: 3 clusters Score -1.36597e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -13667225.000000 Penalty: 3767.185303
	Iteration 5F: 3 clusters Score -1.366722e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -13674426.000000 Penalty: 3767.185303
	Iteration 6F: 3 clusters Score -1.367443e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -13679911.000000 Penalty: 3767.185303
	Iteration 7F: 3 clusters Score -1.367991e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -13683276.000000 Penalty: 3767.185303
	Iteration 8Q: 3 clusters Score -1.368328e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -13685210.000000 Penalty: 3767.185303
	Iteration 9Q: 3 clusters Score -1.368521e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13686135.000000 Penalty: 3767.185303
	Iteration 10Q: 3 clusters Score -1.368614e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13686602.000000 Penalty: 3767.185303
	Iteration 11Q: 3 clusters Score -1.36866e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107307 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13686824.000000 Penalty: 3767.185303
	Iteration 12Q: 3 clusters Score -1.368682e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107524 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13686972.000000 Penalty: 3767.185303
	Iteration 13Q: 3 clusters Score -1.368697e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13687034.000000 Penalty: 3767.185303
	Iteration 14Q: 3 clusters Score -1.368703e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13687085.000000 Penalty: 3767.185303
	Iteration 15Q: 3 clusters Score -1.368708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13687120.000000 Penalty: 3767.185303
	Iteration 16Q: 3 clusters Score -1.368712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13687149.000000 Penalty: 3767.185303
	Iteration 17Q: 3 clusters Score -1.368715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13687150.000000 Penalty: 3767.185303
	Iteration 18Q: 3 clusters Score -1.368715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13687171.000000 Penalty: 3767.185303
	Iteration 19Q: 3 clusters Score -1.368717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -13687179.000000 Penalty: 3767.185303
	Iteration 20F: 3 clusters Score -1.368718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107788 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13687200.000000 Penalty: 3767.185303
	Iteration 21Q: 3 clusters Score -1.36872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13687213.000000 Penalty: 3767.185303
	Iteration 22Q: 3 clusters Score -1.368721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13687220.000000 Penalty: 3767.185303
	Iteration 23Q: 3 clusters Score -1.368722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13687228.000000 Penalty: 3767.185303
	Iteration 24Q: 3 clusters Score -1.368723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13687242.000000 Penalty: 3767.185303
	Iteration 25Q: 3 clusters Score -1.368724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13687264.000000 Penalty: 3767.185303
	Iteration 26Q: 3 clusters Score -1.368726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13687260.000000 Penalty: 3767.185303
	Iteration 27Q: 3 clusters Score -1.368726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13687256.000000 Penalty: 3767.185303
	Iteration 28Q: 3 clusters Score -1.368726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13687261.000000 Penalty: 3767.185303
	Iteration 29Q: 3 clusters Score -1.368726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13687267.000000 Penalty: 3767.185303
	Iteration 30Q: 3 clusters Score -1.368727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13687270.000000 Penalty: 3767.185303
	Iteration 31Q: 3 clusters Score -1.368727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13687272.000000 Penalty: 3767.185303
	Iteration 32Q: 3 clusters Score -1.368727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13687272.000000 Penalty: 3767.185303
	Iteration 33F: 3 clusters Score -1.368727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -14071.125977 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -14071.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13442.514648 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -13442.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13547.385742 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -13547.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13570.312500 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -13570.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13588.077148 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -13588.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13596.197266 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -13596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13611.506836 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -13611.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13614.774414 Penalty: 1701.843628
	Iteration 6Q: 3 clusters Score -13614.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13614.774414 Penalty: 1701.843628
	Iteration 7F: 3 clusters Score -13614.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Entering Unmasked Estep 
Score: -1143596.875000 Penalty: 1484.677734
	Iteration 0F: 2 clusters Score -1143597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1136925.750000 Penalty: 2969.355469
	Iteration 0F: 3 clusters Score -1136926 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1139257.625000 Penalty: 2969.355469
	Iteration 1F: 3 clusters Score -1139258 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1139713.250000 Penalty: 2969.355469
	Iteration 2F: 3 clusters Score -1139713 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1140163.250000 Penalty: 2969.355469
	Iteration 3F: 3 clusters Score -1140163 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1140590.375000 Penalty: 2969.355469
	Iteration 4F: 3 clusters Score -1140590 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1140943.500000 Penalty: 2969.355469
	Iteration 5F: 3 clusters Score -1140944 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1141217.250000 Penalty: 2969.355469
	Iteration 6Q: 3 clusters Score -1141217 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1141406.625000 Penalty: 2969.355469
	Iteration 7Q: 3 clusters Score -1141407 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1141571.625000 Penalty: 2969.355469
	Iteration 8Q: 3 clusters Score -1141572 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1141702.875000 Penalty: 2969.355469
	Iteration 9Q: 3 clusters Score -1141703 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1141806.875000 Penalty: 2969.355469
	Iteration 10Q: 3 clusters Score -1141807 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1141889.375000 Penalty: 2969.355469
	Iteration 11Q: 3 clusters Score -1141889 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1141965.875000 Penalty: 2969.355469
	Iteration 12Q: 3 clusters Score -1141966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1142023.750000 Penalty: 2969.355469
	Iteration 13Q: 3 clusters Score -1142024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1142066.000000 Penalty: 2969.355469
	Iteration 14Q: 3 clusters Score -1142066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1142104.125000 Penalty: 2969.355469
	Iteration 15Q: 3 clusters Score -1142104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1142130.750000 Penalty: 2969.355469
	Iteration 16Q: 3 clusters Score -1142131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1142149.625000 Penalty: 2969.355469
	Iteration 17Q: 3 clusters Score -1142150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1142168.500000 Penalty: 2969.355469
	Iteration 18Q: 3 clusters Score -1142168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1142198.250000 Penalty: 2969.355469
	Iteration 19Q: 3 clusters Score -1142198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1142221.625000 Penalty: 2969.355469
	Iteration 20F: 3 clusters Score -1142222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1142252.250000 Penalty: 2969.355469
	Iteration 21Q: 3 clusters Score -1142252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1142278.625000 Penalty: 2969.355469
	Iteration 22Q: 3 clusters Score -1142279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1142291.375000 Penalty: 2969.355469
	Iteration 23Q: 3 clusters Score -1142291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1142304.875000 Penalty: 2969.355469
	Iteration 24Q: 3 clusters Score -1142305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1142314.000000 Penalty: 2969.355469
	Iteration 25Q: 3 clusters Score -1142314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1142330.250000 Penalty: 2969.355469
	Iteration 26Q: 3 clusters Score -1142330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1142336.000000 Penalty: 2969.355469
	Iteration 27Q: 3 clusters Score -1142336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1142341.000000 Penalty: 2969.355469
	Iteration 28Q: 3 clusters Score -1142341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1142343.250000 Penalty: 2969.355469
	Iteration 29Q: 3 clusters Score -1142343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1142347.625000 Penalty: 2969.355469
	Iteration 30Q: 3 clusters Score -1142348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1142349.750000 Penalty: 2969.355469
	Iteration 31Q: 3 clusters Score -1142350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1142351.625000 Penalty: 2969.355469
	Iteration 32Q: 3 clusters Score -1142352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1142351.875000 Penalty: 2969.355469
	Iteration 33Q: 3 clusters Score -1142352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1142353.625000 Penalty: 2969.355469
	Iteration 34Q: 3 clusters Score -1142354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1142353.125000 Penalty: 2969.355469
	Iteration 35Q: 3 clusters Score -1142353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1142353.125000 Penalty: 2969.355469
	Iteration 36Q: 3 clusters Score -1142353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1142355.500000 Penalty: 2969.355469
	Iteration 37Q: 3 clusters Score -1142356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1142355.000000 Penalty: 2969.355469
	Iteration 38Q: 3 clusters Score -1142355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1142355.375000 Penalty: 2969.355469
	Iteration 39Q: 3 clusters Score -1142355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1142356.625000 Penalty: 2969.355469
	Iteration 40F: 3 clusters Score -1142357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1142355.625000 Penalty: 2969.355469
	Iteration 41Q: 3 clusters Score -1142356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1142357.250000 Penalty: 2969.355469
	Iteration 42Q: 3 clusters Score -1142357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1142359.500000 Penalty: 2969.355469
	Iteration 43Q: 3 clusters Score -1142360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1142360.125000 Penalty: 2969.355469
	Iteration 44Q: 3 clusters Score -1142360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1142360.125000 Penalty: 2969.355469
	Iteration 45F: 3 clusters Score -1142360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -25186.619141 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -25186.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24416.949219 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -24416.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24627.324219 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24627.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24742.630859 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -24742.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24819.867188 Penalty: 1849.366821
	Iteration 3F: 3 clusters Score -24819.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24872.255859 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -24872.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24876.445312 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -24876.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24876.445312 Penalty: 1849.366821
	Iteration 6F: 3 clusters Score -24876.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -263815.281250 Penalty: 1249.075928
	Iteration 0F: 2 clusters Score -263815.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -261630.421875 Penalty: 2498.151855
	Iteration 0F: 3 clusters Score -261630.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -262174.500000 Penalty: 2498.151855
	Iteration 1F: 3 clusters Score -262174.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262340.687500 Penalty: 2498.151855
	Iteration 2F: 3 clusters Score -262340.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -262464.156250 Penalty: 2498.151855
	Iteration 3F: 3 clusters Score -262464.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262555.281250 Penalty: 2498.151855
	Iteration 4Q: 3 clusters Score -262555.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -262635.468750 Penalty: 2498.151855
	Iteration 5Q: 3 clusters Score -262635.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -262698.687500 Penalty: 2498.151855
	Iteration 6Q: 3 clusters Score -262698.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -262780.718750 Penalty: 2498.151855
	Iteration 7Q: 3 clusters Score -262780.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -262866.156250 Penalty: 2498.151855
	Iteration 8Q: 3 clusters Score -262866.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -262986.500000 Penalty: 2498.151855
	Iteration 9Q: 3 clusters Score -262986.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -263110.437500 Penalty: 2498.151855
	Iteration 10Q: 3 clusters Score -263110.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -263201.125000 Penalty: 2498.151855
	Iteration 11Q: 3 clusters Score -263201.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -263267.750000 Penalty: 2498.151855
	Iteration 12Q: 3 clusters Score -263267.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -263318.750000 Penalty: 2498.151855
	Iteration 13Q: 3 clusters Score -263318.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -263354.968750 Penalty: 2498.151855
	Iteration 14Q: 3 clusters Score -263355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -263377.968750 Penalty: 2498.151855
	Iteration 15Q: 3 clusters Score -263378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263389.437500 Penalty: 2498.151855
	Iteration 16Q: 3 clusters Score -263389.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263401.843750 Penalty: 2498.151855
	Iteration 17Q: 3 clusters Score -263401.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -263409.625000 Penalty: 2498.151855
	Iteration 18Q: 3 clusters Score -263409.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -263415.343750 Penalty: 2498.151855
	Iteration 19Q: 3 clusters Score -263415.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -263421.562500 Penalty: 2498.151855
	Iteration 20F: 3 clusters Score -263421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263423.687500 Penalty: 2498.151855
	Iteration 21Q: 3 clusters Score -263423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -263425.000000 Penalty: 2498.151855
	Iteration 22Q: 3 clusters Score -263425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263426.000000 Penalty: 2498.151855
	Iteration 23Q: 3 clusters Score -263426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263428.250000 Penalty: 2498.151855
	Iteration 24Q: 3 clusters Score -263428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263429.718750 Penalty: 2498.151855
	Iteration 25Q: 3 clusters Score -263429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -263435.218750 Penalty: 2498.151855
	Iteration 26Q: 3 clusters Score -263435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -263439.781250 Penalty: 2498.151855
	Iteration 27Q: 3 clusters Score -263439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -263444.343750 Penalty: 2498.151855
	Iteration 28Q: 3 clusters Score -263444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263448.812500 Penalty: 2498.151855
	Iteration 29Q: 3 clusters Score -263448.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263451.656250 Penalty: 2498.151855
	Iteration 30Q: 3 clusters Score -263451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -263453.125000 Penalty: 2498.151855
	Iteration 31Q: 3 clusters Score -263453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263453.250000 Penalty: 2498.151855
	Iteration 32Q: 3 clusters Score -263453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263453.250000 Penalty: 2498.151855
	Iteration 33F: 3 clusters Score -263453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -65691.648438 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -65691.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64596.246094 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -64596.25 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64912.492188 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -64912.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65013.199219 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -65013.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65045.589844 Penalty: 2099.468994
	Iteration 3Q: 3 clusters Score -65045.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65057.648438 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -65057.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -65062.421875 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -65062.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65080.363281 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -65080.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65089.492188 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -65089.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65094.433594 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -65094.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65095.011719 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -65095.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65095.011719 Penalty: 2099.468994
	Iteration 10F: 3 clusters Score -65095.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Entering Unmasked Estep 
Score: -1966700.625000 Penalty: 1573.876465
	Iteration 0F: 2 clusters Score -1966701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1955651.250000 Penalty: 3147.752930
	Iteration 0F: 3 clusters Score -1955651 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1959652.500000 Penalty: 3147.752930
	Iteration 1F: 3 clusters Score -1959652 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1960195.375000 Penalty: 3147.752930
	Iteration 2F: 3 clusters Score -1960195 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1960750.750000 Penalty: 3147.752930
	Iteration 3F: 3 clusters Score -1960751 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1961344.375000 Penalty: 3147.752930
	Iteration 4F: 3 clusters Score -1961344 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1961909.000000 Penalty: 3147.752930
	Iteration 5F: 3 clusters Score -1961909 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1962459.000000 Penalty: 3147.752930
	Iteration 6F: 3 clusters Score -1962459 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1963012.500000 Penalty: 3147.752930
	Iteration 7Q: 3 clusters Score -1963012 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1963449.375000 Penalty: 3147.752930
	Iteration 8Q: 3 clusters Score -1963449 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1963742.500000 Penalty: 3147.752930
	Iteration 9Q: 3 clusters Score -1963742 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1963920.000000 Penalty: 3147.752930
	Iteration 10Q: 3 clusters Score -1963920 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1964039.125000 Penalty: 3147.752930
	Iteration 11Q: 3 clusters Score -1964039 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1964121.000000 Penalty: 3147.752930
	Iteration 12Q: 3 clusters Score -1964121 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1964182.125000 Penalty: 3147.752930
	Iteration 13Q: 3 clusters Score -1964182 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1964247.375000 Penalty: 3147.752930
	Iteration 14Q: 3 clusters Score -1964247 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1964292.125000 Penalty: 3147.752930
	Iteration 15Q: 3 clusters Score -1964292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1964333.750000 Penalty: 3147.752930
	Iteration 16Q: 3 clusters Score -1964334 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1964372.250000 Penalty: 3147.752930
	Iteration 17Q: 3 clusters Score -1964372 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1964410.500000 Penalty: 3147.752930
	Iteration 18Q: 3 clusters Score -1964410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1964447.750000 Penalty: 3147.752930
	Iteration 19Q: 3 clusters Score -1964448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1964474.875000 Penalty: 3147.752930
	Iteration 20F: 3 clusters Score -1964475 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1964501.750000 Penalty: 3147.752930
	Iteration 21Q: 3 clusters Score -1964502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1964528.250000 Penalty: 3147.752930
	Iteration 22Q: 3 clusters Score -1964528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1964557.125000 Penalty: 3147.752930
	Iteration 23Q: 3 clusters Score -1964557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1964583.500000 Penalty: 3147.752930
	Iteration 24Q: 3 clusters Score -1964584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1964597.625000 Penalty: 3147.752930
	Iteration 25Q: 3 clusters Score -1964598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1964610.875000 Penalty: 3147.752930
	Iteration 26Q: 3 clusters Score -1964611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1964638.000000 Penalty: 3147.752930
	Iteration 27Q: 3 clusters Score -1964638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1964654.625000 Penalty: 3147.752930
	Iteration 28Q: 3 clusters Score -1964655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1964674.125000 Penalty: 3147.752930
	Iteration 29Q: 3 clusters Score -1964674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1964687.625000 Penalty: 3147.752930
	Iteration 30Q: 3 clusters Score -1964688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1964707.000000 Penalty: 3147.752930
	Iteration 31Q: 3 clusters Score -1964707 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1964731.625000 Penalty: 3147.752930
	Iteration 32Q: 3 clusters Score -1964732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1964758.000000 Penalty: 3147.752930
	Iteration 33Q: 3 clusters Score -1964758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1964774.375000 Penalty: 3147.752930
	Iteration 34Q: 3 clusters Score -1964774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1964783.500000 Penalty: 3147.752930
	Iteration 35Q: 3 clusters Score -1964784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1964801.125000 Penalty: 3147.752930
	Iteration 36Q: 3 clusters Score -1964801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1964806.500000 Penalty: 3147.752930
	Iteration 37Q: 3 clusters Score -1964806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1964820.000000 Penalty: 3147.752930
	Iteration 38Q: 3 clusters Score -1964820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1964830.750000 Penalty: 3147.752930
	Iteration 39Q: 3 clusters Score -1964831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1964835.875000 Penalty: 3147.752930
	Iteration 40F: 3 clusters Score -1964836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1964846.125000 Penalty: 3147.752930
	Iteration 41Q: 3 clusters Score -1964846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1964850.750000 Penalty: 3147.752930
	Iteration 42Q: 3 clusters Score -1964851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1964859.000000 Penalty: 3147.752930
	Iteration 43Q: 3 clusters Score -1964859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1964867.375000 Penalty: 3147.752930
	Iteration 44Q: 3 clusters Score -1964867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1964874.125000 Penalty: 3147.752930
	Iteration 45Q: 3 clusters Score -1964874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1964877.000000 Penalty: 3147.752930
	Iteration 46Q: 3 clusters Score -1964877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1964881.875000 Penalty: 3147.752930
	Iteration 47Q: 3 clusters Score -1964882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1964889.750000 Penalty: 3147.752930
	Iteration 48Q: 3 clusters Score -1964890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1964896.750000 Penalty: 3147.752930
	Iteration 49Q: 3 clusters Score -1964897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1964907.625000 Penalty: 3147.752930
	Iteration 50Q: 3 clusters Score -1964908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1964915.625000 Penalty: 3147.752930
	Iteration 51Q: 3 clusters Score -1964916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1964918.500000 Penalty: 3147.752930
	Iteration 52Q: 3 clusters Score -1964918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1964917.125000 Penalty: 3147.752930
	Iteration 53Q: 3 clusters Score -1964917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1964924.750000 Penalty: 3147.752930
	Iteration 54Q: 3 clusters Score -1964925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1964936.750000 Penalty: 3147.752930
	Iteration 55Q: 3 clusters Score -1964937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1964938.750000 Penalty: 3147.752930
	Iteration 56Q: 3 clusters Score -1964939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1964944.750000 Penalty: 3147.752930
	Iteration 57Q: 3 clusters Score -1964945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1964947.125000 Penalty: 3147.752930
	Iteration 58Q: 3 clusters Score -1964947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1964954.375000 Penalty: 3147.752930
	Iteration 59Q: 3 clusters Score -1964954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1964960.375000 Penalty: 3147.752930
	Iteration 60F: 3 clusters Score -1964960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1964968.000000 Penalty: 3147.752930
	Iteration 61Q: 3 clusters Score -1964968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1964972.750000 Penalty: 3147.752930
	Iteration 62Q: 3 clusters Score -1964973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1964976.750000 Penalty: 3147.752930
	Iteration 63Q: 3 clusters Score -1964977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1964986.250000 Penalty: 3147.752930
	Iteration 64Q: 3 clusters Score -1964986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1964990.500000 Penalty: 3147.752930
	Iteration 65Q: 3 clusters Score -1964990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1964997.625000 Penalty: 3147.752930
	Iteration 66Q: 3 clusters Score -1964998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1965002.250000 Penalty: 3147.752930
	Iteration 67Q: 3 clusters Score -1965002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1965005.750000 Penalty: 3147.752930
	Iteration 68Q: 3 clusters Score -1965006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1965009.375000 Penalty: 3147.752930
	Iteration 69Q: 3 clusters Score -1965009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1965013.250000 Penalty: 3147.752930
	Iteration 70Q: 3 clusters Score -1965013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1965012.750000 Penalty: 3147.752930
	Iteration 71Q: 3 clusters Score -1965013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1965017.125000 Penalty: 3147.752930
	Iteration 72Q: 3 clusters Score -1965017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1965017.500000 Penalty: 3147.752930
	Iteration 73Q: 3 clusters Score -1965018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1965021.500000 Penalty: 3147.752930
	Iteration 74Q: 3 clusters Score -1965022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1965027.500000 Penalty: 3147.752930
	Iteration 75Q: 3 clusters Score -1965028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1965029.625000 Penalty: 3147.752930
	Iteration 76Q: 3 clusters Score -1965030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1965036.875000 Penalty: 3147.752930
	Iteration 77Q: 3 clusters Score -1965037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1965043.875000 Penalty: 3147.752930
	Iteration 78Q: 3 clusters Score -1965044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1965045.500000 Penalty: 3147.752930
	Iteration 79Q: 3 clusters Score -1965046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1965050.375000 Penalty: 3147.752930
	Iteration 80F: 3 clusters Score -1965050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1965051.125000 Penalty: 3147.752930
	Iteration 81Q: 3 clusters Score -1965051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1965055.000000 Penalty: 3147.752930
	Iteration 82Q: 3 clusters Score -1965055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1965058.125000 Penalty: 3147.752930
	Iteration 83Q: 3 clusters Score -1965058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1965058.500000 Penalty: 3147.752930
	Iteration 84Q: 3 clusters Score -1965058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1965060.250000 Penalty: 3147.752930
	Iteration 85Q: 3 clusters Score -1965060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1965064.250000 Penalty: 3147.752930
	Iteration 86Q: 3 clusters Score -1965064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1965071.000000 Penalty: 3147.752930
	Iteration 87Q: 3 clusters Score -1965071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1965077.750000 Penalty: 3147.752930
	Iteration 88Q: 3 clusters Score -1965078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1965079.750000 Penalty: 3147.752930
	Iteration 89Q: 3 clusters Score -1965080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1965088.750000 Penalty: 3147.752930
	Iteration 90Q: 3 clusters Score -1965089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1965097.500000 Penalty: 3147.752930
	Iteration 91Q: 3 clusters Score -1965098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1965107.750000 Penalty: 3147.752930
	Iteration 92Q: 3 clusters Score -1965108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1965111.125000 Penalty: 3147.752930
	Iteration 93Q: 3 clusters Score -1965111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1965121.750000 Penalty: 3147.752930
	Iteration 94Q: 3 clusters Score -1965122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1965132.250000 Penalty: 3147.752930
	Iteration 95Q: 3 clusters Score -1965132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1965142.625000 Penalty: 3147.752930
	Iteration 96Q: 3 clusters Score -1965143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1965145.625000 Penalty: 3147.752930
	Iteration 97Q: 3 clusters Score -1965146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1965153.500000 Penalty: 3147.752930
	Iteration 98Q: 3 clusters Score -1965154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1965171.750000 Penalty: 3147.752930
	Iteration 99Q: 3 clusters Score -1965172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1965185.250000 Penalty: 3147.752930
	Iteration 100F: 3 clusters Score -1965185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1965194.125000 Penalty: 3147.752930
	Iteration 101Q: 3 clusters Score -1965194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1965203.750000 Penalty: 3147.752930
	Iteration 102Q: 3 clusters Score -1965204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1965215.625000 Penalty: 3147.752930
	Iteration 103Q: 3 clusters Score -1965216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1965222.125000 Penalty: 3147.752930
	Iteration 104Q: 3 clusters Score -1965222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1965228.625000 Penalty: 3147.752930
	Iteration 105Q: 3 clusters Score -1965229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1965227.875000 Penalty: 3147.752930
	Iteration 106Q: 3 clusters Score -1965228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1965235.875000 Penalty: 3147.752930
	Iteration 107Q: 3 clusters Score -1965236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1965243.875000 Penalty: 3147.752930
	Iteration 108Q: 3 clusters Score -1965244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1965248.625000 Penalty: 3147.752930
	Iteration 109Q: 3 clusters Score -1965249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1965251.875000 Penalty: 3147.752930
	Iteration 110Q: 3 clusters Score -1965252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1965252.125000 Penalty: 3147.752930
	Iteration 111Q: 3 clusters Score -1965252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1965254.125000 Penalty: 3147.752930
	Iteration 112Q: 3 clusters Score -1965254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1965252.625000 Penalty: 3147.752930
	Iteration 113Q: 3 clusters Score -1965253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1965255.250000 Penalty: 3147.752930
	Iteration 114Q: 3 clusters Score -1965255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1965261.875000 Penalty: 3147.752930
	Iteration 115Q: 3 clusters Score -1965262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1965271.250000 Penalty: 3147.752930
	Iteration 116Q: 3 clusters Score -1965271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1965274.500000 Penalty: 3147.752930
	Iteration 117Q: 3 clusters Score -1965274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1965279.375000 Penalty: 3147.752930
	Iteration 118Q: 3 clusters Score -1965279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1965283.750000 Penalty: 3147.752930
	Iteration 119Q: 3 clusters Score -1965284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1965295.500000 Penalty: 3147.752930
	Iteration 120F: 3 clusters Score -1965296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1965304.125000 Penalty: 3147.752930
	Iteration 121Q: 3 clusters Score -1965304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1965310.000000 Penalty: 3147.752930
	Iteration 122Q: 3 clusters Score -1965310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1965322.875000 Penalty: 3147.752930
	Iteration 123Q: 3 clusters Score -1965323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1965340.125000 Penalty: 3147.752930
	Iteration 124Q: 3 clusters Score -1965340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1965346.125000 Penalty: 3147.752930
	Iteration 125Q: 3 clusters Score -1965346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1965357.750000 Penalty: 3147.752930
	Iteration 126Q: 3 clusters Score -1965358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1965365.125000 Penalty: 3147.752930
	Iteration 127Q: 3 clusters Score -1965365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1965374.375000 Penalty: 3147.752930
	Iteration 128Q: 3 clusters Score -1965374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1965380.500000 Penalty: 3147.752930
	Iteration 129Q: 3 clusters Score -1965380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1965383.000000 Penalty: 3147.752930
	Iteration 130Q: 3 clusters Score -1965383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1965387.500000 Penalty: 3147.752930
	Iteration 131Q: 3 clusters Score -1965388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1965392.625000 Penalty: 3147.752930
	Iteration 132Q: 3 clusters Score -1965393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1965401.375000 Penalty: 3147.752930
	Iteration 133Q: 3 clusters Score -1965401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1965405.000000 Penalty: 3147.752930
	Iteration 134Q: 3 clusters Score -1965405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1965410.375000 Penalty: 3147.752930
	Iteration 135Q: 3 clusters Score -1965410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1965411.500000 Penalty: 3147.752930
	Iteration 136Q: 3 clusters Score -1965412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1965423.125000 Penalty: 3147.752930
	Iteration 137Q: 3 clusters Score -1965423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1965427.375000 Penalty: 3147.752930
	Iteration 138Q: 3 clusters Score -1965427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1965426.500000 Penalty: 3147.752930
	Iteration 139Q: 3 clusters Score -1965426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1965427.250000 Penalty: 3147.752930
	Iteration 140F: 3 clusters Score -1965427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1965432.625000 Penalty: 3147.752930
	Iteration 141Q: 3 clusters Score -1965433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1965433.250000 Penalty: 3147.752930
	Iteration 142Q: 3 clusters Score -1965433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1965435.000000 Penalty: 3147.752930
	Iteration 143Q: 3 clusters Score -1965435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1965436.875000 Penalty: 3147.752930
	Iteration 144Q: 3 clusters Score -1965437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1965439.250000 Penalty: 3147.752930
	Iteration 145Q: 3 clusters Score -1965439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1965439.250000 Penalty: 3147.752930
	Iteration 146F: 3 clusters Score -1965439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (35750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Entering Unmasked Estep 
Score: -4537371.500000 Penalty: 1703.699585
	Iteration 0F: 2 clusters Score -4537372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4513481.000000 Penalty: 3407.399170
	Iteration 0F: 3 clusters Score -4513481 nChanged 16577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4522540.500000 Penalty: 3407.399170
	Iteration 1F: 3 clusters Score -4522540 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4522907.000000 Penalty: 3407.399170
	Iteration 2Q: 3 clusters Score -4522907 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4523296.000000 Penalty: 3407.399170
	Iteration 3Q: 3 clusters Score -4523296 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4523746.000000 Penalty: 3407.399170
	Iteration 4Q: 3 clusters Score -4523746 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4524392.000000 Penalty: 3407.399170
	Iteration 5Q: 3 clusters Score -4524392 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -4525356.500000 Penalty: 3407.399170
	Iteration 6F: 3 clusters Score -4525356 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4526790.000000 Penalty: 3407.399170
	Iteration 7F: 3 clusters Score -4526790 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4528841.500000 Penalty: 3407.399170
	Iteration 8F: 3 clusters Score -4528842 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4531169.500000 Penalty: 3407.399170
	Iteration 9F: 3 clusters Score -4531170 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -4533006.500000 Penalty: 3407.399170
	Iteration 10F: 3 clusters Score -4533006 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4534213.000000 Penalty: 3407.399170
	Iteration 11Q: 3 clusters Score -4534213 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4534785.000000 Penalty: 3407.399170
	Iteration 12Q: 3 clusters Score -4534785 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4535089.500000 Penalty: 3407.399170
	Iteration 13Q: 3 clusters Score -4535090 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4535261.000000 Penalty: 3407.399170
	Iteration 14Q: 3 clusters Score -4535261 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4535387.500000 Penalty: 3407.399170
	Iteration 15Q: 3 clusters Score -4535388 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4535497.000000 Penalty: 3407.399170
	Iteration 16Q: 3 clusters Score -4535497 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4535595.500000 Penalty: 3407.399170
	Iteration 17Q: 3 clusters Score -4535596 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4535665.500000 Penalty: 3407.399170
	Iteration 18Q: 3 clusters Score -4535666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4535743.500000 Penalty: 3407.399170
	Iteration 19Q: 3 clusters Score -4535744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4535787.000000 Penalty: 3407.399170
	Iteration 20F: 3 clusters Score -4535787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4535820.500000 Penalty: 3407.399170
	Iteration 21Q: 3 clusters Score -4535820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4535862.000000 Penalty: 3407.399170
	Iteration 22Q: 3 clusters Score -4535862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4535879.500000 Penalty: 3407.399170
	Iteration 23Q: 3 clusters Score -4535880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4535893.000000 Penalty: 3407.399170
	Iteration 24Q: 3 clusters Score -4535893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4535928.000000 Penalty: 3407.399170
	Iteration 25Q: 3 clusters Score -4535928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4535946.000000 Penalty: 3407.399170
	Iteration 26Q: 3 clusters Score -4535946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4535972.000000 Penalty: 3407.399170
	Iteration 27Q: 3 clusters Score -4535972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4535990.000000 Penalty: 3407.399170
	Iteration 28Q: 3 clusters Score -4535990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4535998.000000 Penalty: 3407.399170
	Iteration 29Q: 3 clusters Score -4535998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4536012.500000 Penalty: 3407.399170
	Iteration 30Q: 3 clusters Score -4536012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4536018.500000 Penalty: 3407.399170
	Iteration 31Q: 3 clusters Score -4536018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4536024.500000 Penalty: 3407.399170
	Iteration 32Q: 3 clusters Score -4536024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4536036.000000 Penalty: 3407.399170
	Iteration 33Q: 3 clusters Score -4536036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4536043.500000 Penalty: 3407.399170
	Iteration 34Q: 3 clusters Score -4536044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4536056.500000 Penalty: 3407.399170
	Iteration 35Q: 3 clusters Score -4536056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4536057.500000 Penalty: 3407.399170
	Iteration 36Q: 3 clusters Score -4536058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4536069.000000 Penalty: 3407.399170
	Iteration 37Q: 3 clusters Score -4536069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4536071.500000 Penalty: 3407.399170
	Iteration 38Q: 3 clusters Score -4536072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4536076.000000 Penalty: 3407.399170
	Iteration 39Q: 3 clusters Score -4536076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4536081.000000 Penalty: 3407.399170
	Iteration 40F: 3 clusters Score -4536081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4536082.500000 Penalty: 3407.399170
	Iteration 41Q: 3 clusters Score -4536082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4536084.000000 Penalty: 3407.399170
	Iteration 42Q: 3 clusters Score -4536084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4536089.500000 Penalty: 3407.399170
	Iteration 43Q: 3 clusters Score -4536090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4536092.500000 Penalty: 3407.399170
	Iteration 44Q: 3 clusters Score -4536092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4536088.500000 Penalty: 3407.399170
	Iteration 45Q: 3 clusters Score -4536088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4536087.000000 Penalty: 3407.399170
	Iteration 46Q: 3 clusters Score -4536087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4536085.500000 Penalty: 3407.399170
	Iteration 47Q: 3 clusters Score -4536086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4536082.000000 Penalty: 3407.399170
	Iteration 48Q: 3 clusters Score -4536082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4536081.500000 Penalty: 3407.399170
	Iteration 49Q: 3 clusters Score -4536082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4536081.500000 Penalty: 3407.399170
	Iteration 50Q: 3 clusters Score -4536082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -4536082.500000 Penalty: 3407.399170
	Iteration 51Q: 3 clusters Score -4536082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4536078.000000 Penalty: 3407.399170
	Iteration 52Q: 3 clusters Score -4536078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4536080.500000 Penalty: 3407.399170
	Iteration 53Q: 3 clusters Score -4536080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -4536078.000000 Penalty: 3407.399170
	Iteration 54Q: 3 clusters Score -4536078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4536078.000000 Penalty: 3407.399170
	Iteration 55Q: 3 clusters Score -4536078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4536078.000000 Penalty: 3407.399170
	Iteration 56F: 3 clusters Score -4536078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -83959.898438 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -83959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82690.937500 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -82690.94 nChanged 213
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: -82959.890625 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -82959.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83085.382812 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -83085.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83170.992188 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -83170.99 nChanged 33
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: -83251.968750 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -83251.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83315.898438 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -83315.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83390.734375 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -83390.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83468.398438 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -83468.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83512.203125 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -83512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83547.570312 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -83547.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83561.171875 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -83561.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83568.453125 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -83568.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83574.828125 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -83574.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83581.742188 Penalty: 2149.349854
	Iteration 13Q: 3 clusters Score -83581.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83589.171875 Penalty: 2149.349854
	Iteration 14Q: 3 clusters Score -83589.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83595.000000 Penalty: 2149.349854
	Iteration 15Q: 3 clusters Score -83595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83599.257812 Penalty: 2149.349854
	Iteration 16Q: 3 clusters Score -83599.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83603.859375 Penalty: 2149.349854
	Iteration 17Q: 3 clusters Score -83603.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83604.484375 Penalty: 2149.349854
	Iteration 18Q: 3 clusters Score -83604.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83604.484375 Penalty: 2149.349854
	Iteration 19F: 3 clusters Score -83604.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (133532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133532 members 
Entering Unmasked Estep 
Score: -16890046.000000 Penalty: 1917.840698
	Iteration 0F: 2 clusters Score -1.689005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -16809204.000000 Penalty: 3835.681396
	Iteration 0F: 3 clusters Score -1.68092e+07 nChanged 64179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -16846456.000000 Penalty: 3835.681396
	Iteration 1F: 3 clusters Score -1.684646e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -16847208.000000 Penalty: 3835.681396
	Iteration 2Q: 3 clusters Score -1.684721e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -16848176.000000 Penalty: 3835.681396
	Iteration 3Q: 3 clusters Score -1.684818e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -16849800.000000 Penalty: 3835.681396
	Iteration 4Q: 3 clusters Score -1.68498e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -16852194.000000 Penalty: 3835.681396
	Iteration 5Q: 3 clusters Score -1.685219e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -16856386.000000 Penalty: 3835.681396
	Iteration 6F: 3 clusters Score -1.685639e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -16862794.000000 Penalty: 3835.681396
	Iteration 7F: 3 clusters Score -1.686279e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -16870138.000000 Penalty: 3835.681396
	Iteration 8F: 3 clusters Score -1.687014e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -16875624.000000 Penalty: 3835.681396
	Iteration 9F: 3 clusters Score -1.687562e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -16877840.000000 Penalty: 3835.681396
	Iteration 10Q: 3 clusters Score -1.687784e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -16878702.000000 Penalty: 3835.681396
	Iteration 11Q: 3 clusters Score -1.68787e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -16879350.000000 Penalty: 3835.681396
	Iteration 12Q: 3 clusters Score -1.687935e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -16879890.000000 Penalty: 3835.681396
	Iteration 13Q: 3 clusters Score -1.687989e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -16880334.000000 Penalty: 3835.681396
	Iteration 14Q: 3 clusters Score -1.688033e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -16880850.000000 Penalty: 3835.681396
	Iteration 15Q: 3 clusters Score -1.688085e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -16881344.000000 Penalty: 3835.681396
	Iteration 16Q: 3 clusters Score -1.688134e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -16882018.000000 Penalty: 3835.681396
	Iteration 17Q: 3 clusters Score -1.688202e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -16882662.000000 Penalty: 3835.681396
	Iteration 18Q: 3 clusters Score -1.688266e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -16883382.000000 Penalty: 3835.681396
	Iteration 19Q: 3 clusters Score -1.688338e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -16884088.000000 Penalty: 3835.681396
	Iteration 20F: 3 clusters Score -1.688409e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 105613 members 
Entering Unmasked Estep 
Score: -16884852.000000 Penalty: 3835.681396
	Iteration 21Q: 3 clusters Score -1.688485e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 107570 members 
Entering Unmasked Estep 
Score: -16885682.000000 Penalty: 3835.681396
	Iteration 22Q: 3 clusters Score -1.688568e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -16886372.000000 Penalty: 3835.681396
	Iteration 23Q: 3 clusters Score -1.688637e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -16886874.000000 Penalty: 3835.681396
	Iteration 24Q: 3 clusters Score -1.688687e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -16887438.000000 Penalty: 3835.681396
	Iteration 25Q: 3 clusters Score -1.688744e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 115539 members 
Entering Unmasked Estep 
Score: -16887834.000000 Penalty: 3835.681396
	Iteration 26Q: 3 clusters Score -1.688783e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -16888158.000000 Penalty: 3835.681396
	Iteration 27Q: 3 clusters Score -1.688816e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -16888430.000000 Penalty: 3835.681396
	Iteration 28Q: 3 clusters Score -1.688843e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 120228 members 
Entering Unmasked Estep 
Score: -16888542.000000 Penalty: 3835.681396
	Iteration 29Q: 3 clusters Score -1.688854e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 121476 members 
Entering Unmasked Estep 
Score: -16888562.000000 Penalty: 3835.681396
	Iteration 30Q: 3 clusters Score -1.688856e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -16888508.000000 Penalty: 3835.681396
	Iteration 31Q: 3 clusters Score -1.688851e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -16888532.000000 Penalty: 3835.681396
	Iteration 32Q: 3 clusters Score -1.688853e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 124618 members 
Entering Unmasked Estep 
Score: -16888460.000000 Penalty: 3835.681396
	Iteration 33Q: 3 clusters Score -1.688846e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -16888474.000000 Penalty: 3835.681396
	Iteration 34Q: 3 clusters Score -1.688847e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 126264 members 
Entering Unmasked Estep 
Score: -16888462.000000 Penalty: 3835.681396
	Iteration 35Q: 3 clusters Score -1.688846e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -16888524.000000 Penalty: 3835.681396
	Iteration 36Q: 3 clusters Score -1.688852e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 127598 members 
Entering Unmasked Estep 
Score: -16888502.000000 Penalty: 3835.681396
	Iteration 37Q: 3 clusters Score -1.68885e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 128144 members 
Entering Unmasked Estep 
Score: -16888500.000000 Penalty: 3835.681396
	Iteration 38Q: 3 clusters Score -1.68885e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 128641 members 
Entering Unmasked Estep 
Score: -16888512.000000 Penalty: 3835.681396
	Iteration 39Q: 3 clusters Score -1.688851e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 129064 members 
Entering Unmasked Estep 
Score: -16888566.000000 Penalty: 3835.681396
	Iteration 40F: 3 clusters Score -1.688857e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -16888538.000000 Penalty: 3835.681396
	Iteration 41Q: 3 clusters Score -1.688854e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 129826 members 
Entering Unmasked Estep 
Score: -16888504.000000 Penalty: 3835.681396
	Iteration 42Q: 3 clusters Score -1.68885e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 130169 members 
Entering Unmasked Estep 
Score: -16888548.000000 Penalty: 3835.681396
	Iteration 43Q: 3 clusters Score -1.688855e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 130481 members 
Entering Unmasked Estep 
Score: -16888570.000000 Penalty: 3835.681396
	Iteration 44Q: 3 clusters Score -1.688857e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 130763 members 
Entering Unmasked Estep 
Score: -16888584.000000 Penalty: 3835.681396
	Iteration 45Q: 3 clusters Score -1.688858e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -16888586.000000 Penalty: 3835.681396
	Iteration 46Q: 3 clusters Score -1.688859e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 131200 members 
Entering Unmasked Estep 
Score: -16888580.000000 Penalty: 3835.681396
	Iteration 47Q: 3 clusters Score -1.688858e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -16888602.000000 Penalty: 3835.681396
	Iteration 48Q: 3 clusters Score -1.68886e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 131510 members 
Entering Unmasked Estep 
Score: -16888592.000000 Penalty: 3835.681396
	Iteration 49Q: 3 clusters Score -1.688859e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 131645 members 
Entering Unmasked Estep 
Score: -16888556.000000 Penalty: 3835.681396
	Iteration 50Q: 3 clusters Score -1.688856e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 131765 members 
Entering Unmasked Estep 
Score: -16888590.000000 Penalty: 3835.681396
	Iteration 51Q: 3 clusters Score -1.688859e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 131862 members 
Entering Unmasked Estep 
Score: -16888558.000000 Penalty: 3835.681396
	Iteration 52Q: 3 clusters Score -1.688856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 131942 members 
Entering Unmasked Estep 
Score: -16888512.000000 Penalty: 3835.681396
	Iteration 53Q: 3 clusters Score -1.688851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 132016 members 
Entering Unmasked Estep 
Score: -16888518.000000 Penalty: 3835.681396
	Iteration 54Q: 3 clusters Score -1.688852e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -16888530.000000 Penalty: 3835.681396
	Iteration 55Q: 3 clusters Score -1.688853e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 132131 members 
Entering Unmasked Estep 
Score: -16888524.000000 Penalty: 3835.681396
	Iteration 56Q: 3 clusters Score -1.688852e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -16888552.000000 Penalty: 3835.681396
	Iteration 57Q: 3 clusters Score -1.688855e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -16888590.000000 Penalty: 3835.681396
	Iteration 58Q: 3 clusters Score -1.688859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
Score: -16888588.000000 Penalty: 3835.681396
	Iteration 59Q: 3 clusters Score -1.688859e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 132329 members 
Entering Unmasked Estep 
Score: -16888596.000000 Penalty: 3835.681396
	Iteration 60F: 3 clusters Score -1.68886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -16888602.000000 Penalty: 3835.681396
	Iteration 61Q: 3 clusters Score -1.68886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -16888600.000000 Penalty: 3835.681396
	Iteration 62Q: 3 clusters Score -1.68886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 132422 members 
Entering Unmasked Estep 
Score: -16888594.000000 Penalty: 3835.681396
	Iteration 63Q: 3 clusters Score -1.688859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 132453 members 
Entering Unmasked Estep 
Score: -16888602.000000 Penalty: 3835.681396
	Iteration 64Q: 3 clusters Score -1.68886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -16888614.000000 Penalty: 3835.681396
	Iteration 65Q: 3 clusters Score -1.688861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 132518 members 
Entering Unmasked Estep 
Score: -16888620.000000 Penalty: 3835.681396
	Iteration 66Q: 3 clusters Score -1.688862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 132542 members 
Entering Unmasked Estep 
Score: -16888608.000000 Penalty: 3835.681396
	Iteration 67Q: 3 clusters Score -1.688861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 132563 members 
Entering Unmasked Estep 
Score: -16888600.000000 Penalty: 3835.681396
	Iteration 68Q: 3 clusters Score -1.68886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 132585 members 
Entering Unmasked Estep 
Score: -16888606.000000 Penalty: 3835.681396
	Iteration 69Q: 3 clusters Score -1.688861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -16888596.000000 Penalty: 3835.681396
	Iteration 70Q: 3 clusters Score -1.68886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 132622 members 
Entering Unmasked Estep 
Score: -16888592.000000 Penalty: 3835.681396
	Iteration 71Q: 3 clusters Score -1.688859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 132634 members 
Entering Unmasked Estep 
Score: -16888584.000000 Penalty: 3835.681396
	Iteration 72Q: 3 clusters Score -1.688858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 132639 members 
Entering Unmasked Estep 
Score: -16888588.000000 Penalty: 3835.681396
	Iteration 73Q: 3 clusters Score -1.688859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 132643 members 
Entering Unmasked Estep 
Score: -16888580.000000 Penalty: 3835.681396
	Iteration 74Q: 3 clusters Score -1.688858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 132647 members 
Entering Unmasked Estep 
Score: -16888584.000000 Penalty: 3835.681396
	Iteration 75Q: 3 clusters Score -1.688858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 132653 members 
Entering Unmasked Estep 
Score: -16888586.000000 Penalty: 3835.681396
	Iteration 76Q: 3 clusters Score -1.688859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -16888600.000000 Penalty: 3835.681396
	Iteration 77Q: 3 clusters Score -1.68886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -16888588.000000 Penalty: 3835.681396
	Iteration 78Q: 3 clusters Score -1.688859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -16888584.000000 Penalty: 3835.681396
	Iteration 79Q: 3 clusters Score -1.688858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 132698 members 
Entering Unmasked Estep 
Score: -16888602.000000 Penalty: 3835.681396
	Iteration 80F: 3 clusters Score -1.68886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 132711 members 
Entering Unmasked Estep 
Score: -16888600.000000 Penalty: 3835.681396
	Iteration 81Q: 3 clusters Score -1.68886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 132721 members 
Entering Unmasked Estep 
Score: -16888614.000000 Penalty: 3835.681396
	Iteration 82Q: 3 clusters Score -1.688861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 132727 members 
Entering Unmasked Estep 
Score: -16888606.000000 Penalty: 3835.681396
	Iteration 83Q: 3 clusters Score -1.688861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 132739 members 
Entering Unmasked Estep 
Score: -16888608.000000 Penalty: 3835.681396
	Iteration 84Q: 3 clusters Score -1.688861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -16888616.000000 Penalty: 3835.681396
	Iteration 85Q: 3 clusters Score -1.688862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 132748 members 
Entering Unmasked Estep 
Score: -16888612.000000 Penalty: 3835.681396
	Iteration 86Q: 3 clusters Score -1.688861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 132749 members 
Entering Unmasked Estep 
Score: -16888614.000000 Penalty: 3835.681396
	Iteration 87Q: 3 clusters Score -1.688861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 132749 members 
Entering Unmasked Estep 
Score: -16888614.000000 Penalty: 3835.681396
	Iteration 88F: 3 clusters Score -1.688861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -591380.625000 Penalty: 1382.804199
	Iteration 0F: 2 clusters Score -591380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -587467.625000 Penalty: 2765.608398
	Iteration 0F: 3 clusters Score -587467.6 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -588635.000000 Penalty: 2765.608398
	Iteration 1F: 3 clusters Score -588635 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -588909.125000 Penalty: 2765.608398
	Iteration 2F: 3 clusters Score -588909.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -589191.312500 Penalty: 2765.608398
	Iteration 3F: 3 clusters Score -589191.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -589411.375000 Penalty: 2765.608398
	Iteration 4Q: 3 clusters Score -589411.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -589638.625000 Penalty: 2765.608398
	Iteration 5Q: 3 clusters Score -589638.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -589804.875000 Penalty: 2765.608398
	Iteration 6F: 3 clusters Score -589804.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -589936.875000 Penalty: 2765.608398
	Iteration 7Q: 3 clusters Score -589936.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -590086.000000 Penalty: 2765.608398
	Iteration 8Q: 3 clusters Score -590086 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -590253.000000 Penalty: 2765.608398
	Iteration 9Q: 3 clusters Score -590253 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -590438.937500 Penalty: 2765.608398
	Iteration 10F: 3 clusters Score -590438.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -590617.812500 Penalty: 2765.608398
	Iteration 11Q: 3 clusters Score -590617.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -590765.062500 Penalty: 2765.608398
	Iteration 12Q: 3 clusters Score -590765.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -590868.125000 Penalty: 2765.608398
	Iteration 13Q: 3 clusters Score -590868.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -590938.125000 Penalty: 2765.608398
	Iteration 14Q: 3 clusters Score -590938.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -590996.187500 Penalty: 2765.608398
	Iteration 15Q: 3 clusters Score -590996.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -591040.562500 Penalty: 2765.608398
	Iteration 16Q: 3 clusters Score -591040.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -591075.062500 Penalty: 2765.608398
	Iteration 17Q: 3 clusters Score -591075.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -591101.687500 Penalty: 2765.608398
	Iteration 18Q: 3 clusters Score -591101.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -591127.937500 Penalty: 2765.608398
	Iteration 19Q: 3 clusters Score -591127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -591141.812500 Penalty: 2765.608398
	Iteration 20F: 3 clusters Score -591141.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -591150.875000 Penalty: 2765.608398
	Iteration 21Q: 3 clusters Score -591150.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -591162.500000 Penalty: 2765.608398
	Iteration 22Q: 3 clusters Score -591162.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -591169.125000 Penalty: 2765.608398
	Iteration 23Q: 3 clusters Score -591169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -591172.937500 Penalty: 2765.608398
	Iteration 24Q: 3 clusters Score -591172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -591177.062500 Penalty: 2765.608398
	Iteration 25Q: 3 clusters Score -591177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -591179.125000 Penalty: 2765.608398
	Iteration 26Q: 3 clusters Score -591179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -591181.500000 Penalty: 2765.608398
	Iteration 27Q: 3 clusters Score -591181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -591184.000000 Penalty: 2765.608398
	Iteration 28Q: 3 clusters Score -591184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -591184.625000 Penalty: 2765.608398
	Iteration 29Q: 3 clusters Score -591184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -591184.812500 Penalty: 2765.608398
	Iteration 30Q: 3 clusters Score -591184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -591185.687500 Penalty: 2765.608398
	Iteration 31Q: 3 clusters Score -591185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -591186.625000 Penalty: 2765.608398
	Iteration 32Q: 3 clusters Score -591186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -591187.187500 Penalty: 2765.608398
	Iteration 33Q: 3 clusters Score -591187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -591188.312500 Penalty: 2765.608398
	Iteration 34Q: 3 clusters Score -591188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -591188.687500 Penalty: 2765.608398
	Iteration 35Q: 3 clusters Score -591188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -591189.812500 Penalty: 2765.608398
	Iteration 36Q: 3 clusters Score -591189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -591190.125000 Penalty: 2765.608398
	Iteration 37Q: 3 clusters Score -591190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -591190.875000 Penalty: 2765.608398
	Iteration 38Q: 3 clusters Score -591190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -591192.062500 Penalty: 2765.608398
	Iteration 39Q: 3 clusters Score -591192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -591191.875000 Penalty: 2765.608398
	Iteration 40F: 3 clusters Score -591191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -591193.375000 Penalty: 2765.608398
	Iteration 41Q: 3 clusters Score -591193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -591196.437500 Penalty: 2765.608398
	Iteration 42Q: 3 clusters Score -591196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -591198.187500 Penalty: 2765.608398
	Iteration 43Q: 3 clusters Score -591198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -591199.437500 Penalty: 2765.608398
	Iteration 44Q: 3 clusters Score -591199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -591199.437500 Penalty: 2765.608398
	Iteration 45F: 3 clusters Score -591199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13981.120117 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -13981.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13226.048828 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13226.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13474.666016 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13474.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13550.600586 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13550.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13593.867188 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -13593.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13625.725586 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -13625.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13634.486328 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13634.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13651.674805 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -13651.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13658.089844 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -13658.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13680.595703 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -13680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13683.191406 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -13683.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13683.191406 Penalty: 1824.266602
	Iteration 10F: 3 clusters Score -13683.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53647.277344 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53647.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52613.441406 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52613.44 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52842.101562 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52842.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52948.984375 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52948.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53029.164062 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -53029.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53073.011719 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -53073.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53108.703125 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -53108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53134.710938 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53134.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53168.933594 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53168.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53185.925781 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53185.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53201.054688 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53201.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53208.644531 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -53208.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53208.644531 Penalty: 2028.722534
	Iteration 11F: 3 clusters Score -53208.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -24183.392578 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -24183.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23365.570312 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -23365.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23621.810547 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -23621.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23814.730469 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -23814.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23901.445312 Penalty: 1887.646362
	Iteration 3F: 3 clusters Score -23901.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23971.162109 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -23971.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23987.242188 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -23987.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23991.480469 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -23991.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23991.480469 Penalty: 1887.646362
	Iteration 7F: 3 clusters Score -23991.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25174.341797 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -25174.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24386.166016 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -24386.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24564.626953 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -24564.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24652.607422 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -24652.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24702.865234 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -24702.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24761.312500 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -24761.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24764.871094 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -24764.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24764.871094 Penalty: 1853.729370
	Iteration 6F: 3 clusters Score -24764.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Entering Unmasked Estep 
Score: -4930625.500000 Penalty: 1717.542969
	Iteration 0F: 2 clusters Score -4930626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4904502.000000 Penalty: 3435.085938
	Iteration 0F: 3 clusters Score -4904502 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4914842.000000 Penalty: 3435.085938
	Iteration 1F: 3 clusters Score -4914842 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4915488.500000 Penalty: 3435.085938
	Iteration 2Q: 3 clusters Score -4915488 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4916190.000000 Penalty: 3435.085938
	Iteration 3Q: 3 clusters Score -4916190 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4917077.500000 Penalty: 3435.085938
	Iteration 4F: 3 clusters Score -4917078 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4918246.500000 Penalty: 3435.085938
	Iteration 5F: 3 clusters Score -4918246 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4919734.500000 Penalty: 3435.085938
	Iteration 6F: 3 clusters Score -4919734 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4921577.000000 Penalty: 3435.085938
	Iteration 7F: 3 clusters Score -4921577 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4923465.500000 Penalty: 3435.085938
	Iteration 8F: 3 clusters Score -4923466 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -4925010.000000 Penalty: 3435.085938
	Iteration 9Q: 3 clusters Score -4925010 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4925935.500000 Penalty: 3435.085938
	Iteration 10Q: 3 clusters Score -4925936 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4926420.000000 Penalty: 3435.085938
	Iteration 11Q: 3 clusters Score -4926420 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4926712.000000 Penalty: 3435.085938
	Iteration 12Q: 3 clusters Score -4926712 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4926961.500000 Penalty: 3435.085938
	Iteration 13Q: 3 clusters Score -4926962 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4927163.500000 Penalty: 3435.085938
	Iteration 14Q: 3 clusters Score -4927164 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4927356.500000 Penalty: 3435.085938
	Iteration 15Q: 3 clusters Score -4927356 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4927544.500000 Penalty: 3435.085938
	Iteration 16Q: 3 clusters Score -4927544 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4927727.000000 Penalty: 3435.085938
	Iteration 17Q: 3 clusters Score -4927727 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4927877.000000 Penalty: 3435.085938
	Iteration 18Q: 3 clusters Score -4927877 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4927998.500000 Penalty: 3435.085938
	Iteration 19Q: 3 clusters Score -4927998 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4928109.500000 Penalty: 3435.085938
	Iteration 20F: 3 clusters Score -4928110 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -4928199.500000 Penalty: 3435.085938
	Iteration 21Q: 3 clusters Score -4928200 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4928289.500000 Penalty: 3435.085938
	Iteration 22Q: 3 clusters Score -4928290 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4928360.500000 Penalty: 3435.085938
	Iteration 23Q: 3 clusters Score -4928360 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4928452.500000 Penalty: 3435.085938
	Iteration 24Q: 3 clusters Score -4928452 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4928538.000000 Penalty: 3435.085938
	Iteration 25Q: 3 clusters Score -4928538 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4928579.500000 Penalty: 3435.085938
	Iteration 26Q: 3 clusters Score -4928580 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4928629.500000 Penalty: 3435.085938
	Iteration 27Q: 3 clusters Score -4928630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4928686.000000 Penalty: 3435.085938
	Iteration 28Q: 3 clusters Score -4928686 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4928735.000000 Penalty: 3435.085938
	Iteration 29Q: 3 clusters Score -4928735 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -4928766.000000 Penalty: 3435.085938
	Iteration 30Q: 3 clusters Score -4928766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4928794.500000 Penalty: 3435.085938
	Iteration 31Q: 3 clusters Score -4928794 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4928819.000000 Penalty: 3435.085938
	Iteration 32Q: 3 clusters Score -4928819 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -4928857.500000 Penalty: 3435.085938
	Iteration 33Q: 3 clusters Score -4928858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4928874.500000 Penalty: 3435.085938
	Iteration 34Q: 3 clusters Score -4928874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4928888.500000 Penalty: 3435.085938
	Iteration 35Q: 3 clusters Score -4928888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4928894.000000 Penalty: 3435.085938
	Iteration 36Q: 3 clusters Score -4928894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4928906.000000 Penalty: 3435.085938
	Iteration 37Q: 3 clusters Score -4928906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4928914.500000 Penalty: 3435.085938
	Iteration 38Q: 3 clusters Score -4928914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4928933.500000 Penalty: 3435.085938
	Iteration 39Q: 3 clusters Score -4928934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4928948.500000 Penalty: 3435.085938
	Iteration 40F: 3 clusters Score -4928948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4928966.500000 Penalty: 3435.085938
	Iteration 41Q: 3 clusters Score -4928966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4928979.000000 Penalty: 3435.085938
	Iteration 42Q: 3 clusters Score -4928979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4928996.500000 Penalty: 3435.085938
	Iteration 43Q: 3 clusters Score -4928996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4929004.500000 Penalty: 3435.085938
	Iteration 44Q: 3 clusters Score -4929004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4929005.500000 Penalty: 3435.085938
	Iteration 45Q: 3 clusters Score -4929006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4929000.000000 Penalty: 3435.085938
	Iteration 46Q: 3 clusters Score -4929000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4929014.000000 Penalty: 3435.085938
	Iteration 47Q: 3 clusters Score -4929014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4929008.500000 Penalty: 3435.085938
	Iteration 48Q: 3 clusters Score -4929008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4929012.000000 Penalty: 3435.085938
	Iteration 49Q: 3 clusters Score -4929012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4929020.500000 Penalty: 3435.085938
	Iteration 50Q: 3 clusters Score -4929020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4929027.000000 Penalty: 3435.085938
	Iteration 51Q: 3 clusters Score -4929027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4929027.500000 Penalty: 3435.085938
	Iteration 52Q: 3 clusters Score -4929028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4929044.500000 Penalty: 3435.085938
	Iteration 53Q: 3 clusters Score -4929044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4929056.000000 Penalty: 3435.085938
	Iteration 54Q: 3 clusters Score -4929056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4929070.500000 Penalty: 3435.085938
	Iteration 55Q: 3 clusters Score -4929070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4929074.500000 Penalty: 3435.085938
	Iteration 56Q: 3 clusters Score -4929074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -4929071.500000 Penalty: 3435.085938
	Iteration 57Q: 3 clusters Score -4929072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4929072.000000 Penalty: 3435.085938
	Iteration 58Q: 3 clusters Score -4929072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -4929072.500000 Penalty: 3435.085938
	Iteration 59Q: 3 clusters Score -4929072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4929077.500000 Penalty: 3435.085938
	Iteration 60F: 3 clusters Score -4929078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4929077.000000 Penalty: 3435.085938
	Iteration 61Q: 3 clusters Score -4929077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4929076.500000 Penalty: 3435.085938
	Iteration 62Q: 3 clusters Score -4929076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -4929073.500000 Penalty: 3435.085938
	Iteration 63Q: 3 clusters Score -4929074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4929076.000000 Penalty: 3435.085938
	Iteration 64Q: 3 clusters Score -4929076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4929081.500000 Penalty: 3435.085938
	Iteration 65Q: 3 clusters Score -4929082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4929085.000000 Penalty: 3435.085938
	Iteration 66Q: 3 clusters Score -4929085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4929094.500000 Penalty: 3435.085938
	Iteration 67Q: 3 clusters Score -4929094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4929098.000000 Penalty: 3435.085938
	Iteration 68Q: 3 clusters Score -4929098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4929094.000000 Penalty: 3435.085938
	Iteration 69Q: 3 clusters Score -4929094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -4929098.000000 Penalty: 3435.085938
	Iteration 70Q: 3 clusters Score -4929098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -4929099.500000 Penalty: 3435.085938
	Iteration 71Q: 3 clusters Score -4929100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4929100.000000 Penalty: 3435.085938
	Iteration 72Q: 3 clusters Score -4929100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4929102.000000 Penalty: 3435.085938
	Iteration 73Q: 3 clusters Score -4929102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -4929101.500000 Penalty: 3435.085938
	Iteration 74Q: 3 clusters Score -4929102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4929100.000000 Penalty: 3435.085938
	Iteration 75Q: 3 clusters Score -4929100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4929100.000000 Penalty: 3435.085938
	Iteration 76Q: 3 clusters Score -4929100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -4929099.000000 Penalty: 3435.085938
	Iteration 77Q: 3 clusters Score -4929099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4929106.000000 Penalty: 3435.085938
	Iteration 78Q: 3 clusters Score -4929106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4929106.000000 Penalty: 3435.085938
	Iteration 79F: 3 clusters Score -4929106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -365138.562500 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -365138.6 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 1498 members 
Entering Unmasked Estep 
Score: -362430.218750 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -362430.2 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -363169.187500 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -363169.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -363384.125000 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -363384.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -363572.000000 Penalty: 2605.517578
	Iteration 3F: 3 clusters Score -363572 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -363810.843750 Penalty: 2605.517578
	Iteration 4F: 3 clusters Score -363810.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -364058.781250 Penalty: 2605.517578
	Iteration 5F: 3 clusters Score -364058.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -364250.312500 Penalty: 2605.517578
	Iteration 6F: 3 clusters Score -364250.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -364374.031250 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -364374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -364442.718750 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -364442.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -364497.125000 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -364497.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -364528.406250 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -364528.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -364555.531250 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -364555.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -364575.531250 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -364575.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -364598.718750 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -364598.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -364614.343750 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -364614.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -364626.406250 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -364626.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -364636.437500 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -364636.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -364641.031250 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -364641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -364645.406250 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -364645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -364647.968750 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -364648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -364652.156250 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -364652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -364657.625000 Penalty: 2605.517578
	Iteration 21Q: 3 clusters Score -364657.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -364664.750000 Penalty: 2605.517578
	Iteration 22Q: 3 clusters Score -364664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -364669.062500 Penalty: 2605.517578
	Iteration 23Q: 3 clusters Score -364669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -364671.968750 Penalty: 2605.517578
	Iteration 24Q: 3 clusters Score -364672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -364675.093750 Penalty: 2605.517578
	Iteration 25Q: 3 clusters Score -364675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -364677.812500 Penalty: 2605.517578
	Iteration 26Q: 3 clusters Score -364677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -364680.968750 Penalty: 2605.517578
	Iteration 27Q: 3 clusters Score -364681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -364686.656250 Penalty: 2605.517578
	Iteration 28Q: 3 clusters Score -364686.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -364692.156250 Penalty: 2605.517578
	Iteration 29Q: 3 clusters Score -364692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -364694.343750 Penalty: 2605.517578
	Iteration 30Q: 3 clusters Score -364694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -364696.875000 Penalty: 2605.517578
	Iteration 31Q: 3 clusters Score -364696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -364698.250000 Penalty: 2605.517578
	Iteration 32Q: 3 clusters Score -364698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -364700.531250 Penalty: 2605.517578
	Iteration 33Q: 3 clusters Score -364700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -364700.281250 Penalty: 2605.517578
	Iteration 34Q: 3 clusters Score -364700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -364701.406250 Penalty: 2605.517578
	Iteration 35Q: 3 clusters Score -364701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -364701.812500 Penalty: 2605.517578
	Iteration 36Q: 3 clusters Score -364701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -364703.062500 Penalty: 2605.517578
	Iteration 37Q: 3 clusters Score -364703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -364703.343750 Penalty: 2605.517578
	Iteration 38Q: 3 clusters Score -364703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -364704.468750 Penalty: 2605.517578
	Iteration 39Q: 3 clusters Score -364704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -364705.000000 Penalty: 2605.517578
	Iteration 40F: 3 clusters Score -364705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -364704.468750 Penalty: 2605.517578
	Iteration 41Q: 3 clusters Score -364704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -364704.468750 Penalty: 2605.517578
	Iteration 42F: 3 clusters Score -364704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -34488.789062 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -34488.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33600.277344 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -33600.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33706.609375 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -33706.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33730.738281 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -33730.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33747.375000 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -33747.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33754.882812 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -33754.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33754.882812 Penalty: 1858.033936
	Iteration 5F: 3 clusters Score -33754.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -8115.173828 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -8115.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7423.569336 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -7423.569 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7767.549805 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -7767.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7842.551758 Penalty: 1842.711304
	Iteration 2Q: 3 clusters Score -7842.552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7872.972168 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -7872.972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7917.650879 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -7917.651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7986.407715 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -7986.408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8032.975098 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -8032.975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8059.934570 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -8059.935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8065.956543 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -8065.957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8068.029785 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -8068.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8068.029785 Penalty: 1842.711304
	Iteration 10F: 3 clusters Score -8068.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Entering Unmasked Estep 
Score: -1879855.000000 Penalty: 1566.168213
	Iteration 0F: 2 clusters Score -1879855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1869210.875000 Penalty: 3132.336426
	Iteration 0F: 3 clusters Score -1869211 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1872998.000000 Penalty: 3132.336426
	Iteration 1F: 3 clusters Score -1872998 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1873408.750000 Penalty: 3132.336426
	Iteration 2F: 3 clusters Score -1873409 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1873780.750000 Penalty: 3132.336426
	Iteration 3F: 3 clusters Score -1873781 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1874160.250000 Penalty: 3132.336426
	Iteration 4F: 3 clusters Score -1874160 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1874568.750000 Penalty: 3132.336426
	Iteration 5F: 3 clusters Score -1874569 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1874982.375000 Penalty: 3132.336426
	Iteration 6F: 3 clusters Score -1874982 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1875384.500000 Penalty: 3132.336426
	Iteration 7Q: 3 clusters Score -1875384 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1875774.750000 Penalty: 3132.336426
	Iteration 8Q: 3 clusters Score -1875775 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1876220.125000 Penalty: 3132.336426
	Iteration 9Q: 3 clusters Score -1876220 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1876659.125000 Penalty: 3132.336426
	Iteration 10Q: 3 clusters Score -1876659 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1877103.000000 Penalty: 3132.336426
	Iteration 11Q: 3 clusters Score -1877103 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1877640.000000 Penalty: 3132.336426
	Iteration 12Q: 3 clusters Score -1877640 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1878173.875000 Penalty: 3132.336426
	Iteration 13Q: 3 clusters Score -1878174 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1878470.250000 Penalty: 3132.336426
	Iteration 14Q: 3 clusters Score -1878470 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1878718.750000 Penalty: 3132.336426
	Iteration 15Q: 3 clusters Score -1878719 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1878868.000000 Penalty: 3132.336426
	Iteration 16Q: 3 clusters Score -1878868 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1878953.625000 Penalty: 3132.336426
	Iteration 17Q: 3 clusters Score -1878954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1878994.625000 Penalty: 3132.336426
	Iteration 18Q: 3 clusters Score -1878995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1879018.625000 Penalty: 3132.336426
	Iteration 19Q: 3 clusters Score -1879019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1879044.625000 Penalty: 3132.336426
	Iteration 20F: 3 clusters Score -1879045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1879060.125000 Penalty: 3132.336426
	Iteration 21Q: 3 clusters Score -1879060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1879080.625000 Penalty: 3132.336426
	Iteration 22Q: 3 clusters Score -1879081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1879089.000000 Penalty: 3132.336426
	Iteration 23Q: 3 clusters Score -1879089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1879096.250000 Penalty: 3132.336426
	Iteration 24Q: 3 clusters Score -1879096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1879104.875000 Penalty: 3132.336426
	Iteration 25Q: 3 clusters Score -1879105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1879109.125000 Penalty: 3132.336426
	Iteration 26Q: 3 clusters Score -1879109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1879109.875000 Penalty: 3132.336426
	Iteration 27Q: 3 clusters Score -1879110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1879118.000000 Penalty: 3132.336426
	Iteration 28Q: 3 clusters Score -1879118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1879114.250000 Penalty: 3132.336426
	Iteration 29Q: 3 clusters Score -1879114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1879112.750000 Penalty: 3132.336426
	Iteration 30Q: 3 clusters Score -1879113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1879115.125000 Penalty: 3132.336426
	Iteration 31Q: 3 clusters Score -1879115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1879119.875000 Penalty: 3132.336426
	Iteration 32Q: 3 clusters Score -1879120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1879122.625000 Penalty: 3132.336426
	Iteration 33Q: 3 clusters Score -1879123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1879122.625000 Penalty: 3132.336426
	Iteration 34Q: 3 clusters Score -1879123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1879125.875000 Penalty: 3132.336426
	Iteration 35Q: 3 clusters Score -1879126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1879126.375000 Penalty: 3132.336426
	Iteration 36Q: 3 clusters Score -1879126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1879128.750000 Penalty: 3132.336426
	Iteration 37Q: 3 clusters Score -1879129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1879134.000000 Penalty: 3132.336426
	Iteration 38Q: 3 clusters Score -1879134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1879133.875000 Penalty: 3132.336426
	Iteration 39Q: 3 clusters Score -1879134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1879138.750000 Penalty: 3132.336426
	Iteration 40F: 3 clusters Score -1879139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1879137.000000 Penalty: 3132.336426
	Iteration 41Q: 3 clusters Score -1879137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1879142.125000 Penalty: 3132.336426
	Iteration 42Q: 3 clusters Score -1879142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1879143.000000 Penalty: 3132.336426
	Iteration 43Q: 3 clusters Score -1879143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1879146.875000 Penalty: 3132.336426
	Iteration 44Q: 3 clusters Score -1879147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1879148.875000 Penalty: 3132.336426
	Iteration 45Q: 3 clusters Score -1879149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1879150.750000 Penalty: 3132.336426
	Iteration 46Q: 3 clusters Score -1879151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1879149.375000 Penalty: 3132.336426
	Iteration 47Q: 3 clusters Score -1879149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1879151.500000 Penalty: 3132.336426
	Iteration 48Q: 3 clusters Score -1879152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1879152.625000 Penalty: 3132.336426
	Iteration 49Q: 3 clusters Score -1879153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1879150.250000 Penalty: 3132.336426
	Iteration 50Q: 3 clusters Score -1879150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1879150.500000 Penalty: 3132.336426
	Iteration 51Q: 3 clusters Score -1879150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1879150.250000 Penalty: 3132.336426
	Iteration 52Q: 3 clusters Score -1879150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1879152.750000 Penalty: 3132.336426
	Iteration 53Q: 3 clusters Score -1879153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1879152.250000 Penalty: 3132.336426
	Iteration 54Q: 3 clusters Score -1879152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1879150.750000 Penalty: 3132.336426
	Iteration 55Q: 3 clusters Score -1879151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1879153.000000 Penalty: 3132.336426
	Iteration 56Q: 3 clusters Score -1879153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1879150.000000 Penalty: 3132.336426
	Iteration 57Q: 3 clusters Score -1879150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1879148.625000 Penalty: 3132.336426
	Iteration 58Q: 3 clusters Score -1879149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1879149.875000 Penalty: 3132.336426
	Iteration 59Q: 3 clusters Score -1879150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1879155.500000 Penalty: 3132.336426
	Iteration 60F: 3 clusters Score -1879156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1879157.000000 Penalty: 3132.336426
	Iteration 61Q: 3 clusters Score -1879157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1879152.500000 Penalty: 3132.336426
	Iteration 62Q: 3 clusters Score -1879152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1879155.125000 Penalty: 3132.336426
	Iteration 63Q: 3 clusters Score -1879155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1879156.500000 Penalty: 3132.336426
	Iteration 64Q: 3 clusters Score -1879156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1879155.375000 Penalty: 3132.336426
	Iteration 65Q: 3 clusters Score -1879155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1879152.875000 Penalty: 3132.336426
	Iteration 66Q: 3 clusters Score -1879153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1879156.250000 Penalty: 3132.336426
	Iteration 67Q: 3 clusters Score -1879156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1879157.625000 Penalty: 3132.336426
	Iteration 68Q: 3 clusters Score -1879158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1879156.875000 Penalty: 3132.336426
	Iteration 69Q: 3 clusters Score -1879157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1879156.875000 Penalty: 3132.336426
	Iteration 70F: 3 clusters Score -1879157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -28266.572266 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -28266.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27442.443359 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -27442.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27590.361328 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -27590.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27639.748047 Penalty: 1809.712036
	Iteration 2F: 3 clusters Score -27639.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27663.203125 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -27663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27665.679688 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -27665.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27665.679688 Penalty: 1809.712036
	Iteration 5F: 3 clusters Score -27665.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9435.214844 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9435.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8919.949219 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8919.949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8936.871094 Penalty: 1486.781006
	Iteration 1Q: 3 clusters Score -8936.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8936.871094 Penalty: 1486.781006
	Iteration 2F: 3 clusters Score -8936.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -89301.156250 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -89301.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88069.101562 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -88069.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88475.945312 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -88475.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88633.742188 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -88633.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88735.750000 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -88735.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88792.906250 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -88792.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88810.937500 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -88810.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88825.671875 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -88825.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88838.843750 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -88838.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88854.000000 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -88854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88857.078125 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -88857.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88859.679688 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -88859.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88862.187500 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -88862.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88863.906250 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -88863.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88864.359375 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -88864.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88864.359375 Penalty: 2167.174072
	Iteration 14F: 3 clusters Score -88864.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 103251 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117658 members 
Mstep: Class 10 contains 118311 members 
Mstep: Class 11 contains 51781 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105359 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 117755 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108157 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16081 members 
Mstep: Class 28 contains 35750 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133532 members 
Mstep: Class 31 contains 4962 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38929 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15336 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744288.000000 Penalty: 95283.945312
Iteration 319Q: 43 clusters Score -1.417443e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 103238 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 117621 members 
Mstep: Class 10 contains 118355 members 
Mstep: Class 11 contains 51784 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105289 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117732 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108161 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 35875 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133524 members 
Mstep: Class 31 contains 4962 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38886 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15327 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744720.000000 Penalty: 95283.945312
Iteration 320F: 43 clusters Score -1.417447e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 103241 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117583 members 
Mstep: Class 10 contains 118389 members 
Mstep: Class 11 contains 51778 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105237 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5176 members 
Mstep: Class 18 contains 117732 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108155 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9288 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 35982 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133523 members 
Mstep: Class 31 contains 4963 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38843 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15320 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744752.000000 Penalty: 95283.945312
Iteration 321Q: 43 clusters Score -1.417448e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 103252 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 117559 members 
Mstep: Class 10 contains 118389 members 
Mstep: Class 11 contains 51784 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105198 members 
Mstep: Class 15 contains 14291 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 117727 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108151 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9287 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 36095 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133498 members 
Mstep: Class 31 contains 4963 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38805 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15311 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744816.000000 Penalty: 95283.945312
Iteration 322Q: 43 clusters Score -1.417448e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 103268 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 4292 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 117546 members 
Mstep: Class 10 contains 118385 members 
Mstep: Class 11 contains 51787 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105158 members 
Mstep: Class 15 contains 14294 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5176 members 
Mstep: Class 18 contains 117698 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108165 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9287 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16070 members 
Mstep: Class 28 contains 36217 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133461 members 
Mstep: Class 31 contains 4963 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38774 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15300 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744944.000000 Penalty: 95283.945312
Iteration 323Q: 43 clusters Score -1.417449e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 103279 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 117533 members 
Mstep: Class 10 contains 118371 members 
Mstep: Class 11 contains 51799 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105108 members 
Mstep: Class 15 contains 14292 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117680 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108180 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9283 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 36347 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133416 members 
Mstep: Class 31 contains 4962 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38736 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15290 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744880.000000 Penalty: 95283.945312
Iteration 324Q: 43 clusters Score -1.417449e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 103284 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4303 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117514 members 
Mstep: Class 10 contains 118358 members 
Mstep: Class 11 contains 51810 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105071 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 117656 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108189 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9282 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 36473 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133385 members 
Mstep: Class 31 contains 4964 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38707 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745216.000000 Penalty: 95283.945312
Iteration 325Q: 43 clusters Score -1.417452e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 103289 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117493 members 
Mstep: Class 10 contains 118361 members 
Mstep: Class 11 contains 51818 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105049 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 117640 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108183 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9282 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 36571 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133360 members 
Mstep: Class 31 contains 4965 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38681 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15265 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745184.000000 Penalty: 95283.945312
Iteration 326Q: 43 clusters Score -1.417452e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 10539 members 
Mstep: Class 3 contains 103295 members 
Mstep: Class 4 contains 8198 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4308 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117456 members 
Mstep: Class 10 contains 118339 members 
Mstep: Class 11 contains 51824 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 105023 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117618 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108160 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 36691 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133378 members 
Mstep: Class 31 contains 4970 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38661 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15256 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745264.000000 Penalty: 95283.945312
Iteration 327Q: 43 clusters Score -1.417453e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 103308 members 
Mstep: Class 4 contains 8200 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 117474 members 
Mstep: Class 10 contains 118336 members 
Mstep: Class 11 contains 51829 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104996 members 
Mstep: Class 15 contains 14305 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117577 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108121 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 36775 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133380 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38648 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15246 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745296.000000 Penalty: 95283.945312
Iteration 328Q: 43 clusters Score -1.417453e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 103321 members 
Mstep: Class 4 contains 8201 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 117448 members 
Mstep: Class 10 contains 118351 members 
Mstep: Class 11 contains 51830 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104961 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5176 members 
Mstep: Class 18 contains 117542 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108088 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9280 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16081 members 
Mstep: Class 28 contains 36870 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133385 members 
Mstep: Class 31 contains 4982 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38641 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15242 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745504.000000 Penalty: 95283.945312
Iteration 329Q: 43 clusters Score -1.417455e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 103326 members 
Mstep: Class 4 contains 8203 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117367 members 
Mstep: Class 10 contains 118371 members 
Mstep: Class 11 contains 51841 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104936 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 117525 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108082 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16080 members 
Mstep: Class 28 contains 36952 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133412 members 
Mstep: Class 31 contains 4982 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38629 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15240 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745408.000000 Penalty: 95283.945312
Iteration 330Q: 43 clusters Score -1.417454e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 103335 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117328 members 
Mstep: Class 10 contains 118397 members 
Mstep: Class 11 contains 51849 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104905 members 
Mstep: Class 15 contains 14320 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117506 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108083 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 37014 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133411 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38619 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15240 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745504.000000 Penalty: 95283.945312
Iteration 331Q: 43 clusters Score -1.417455e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 10539 members 
Mstep: Class 3 contains 103338 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117281 members 
Mstep: Class 10 contains 118415 members 
Mstep: Class 11 contains 51864 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104865 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117498 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108075 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9277 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 37090 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133430 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38597 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15238 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745344.000000 Penalty: 95283.945312
Iteration 332Q: 43 clusters Score -1.417453e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 103333 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4340 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 117274 members 
Mstep: Class 10 contains 118432 members 
Mstep: Class 11 contains 51876 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104812 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 117488 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108054 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9275 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 37149 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133463 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38573 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15241 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745552.000000 Penalty: 95283.945312
Iteration 333Q: 43 clusters Score -1.417456e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 103340 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 117329 members 
Mstep: Class 10 contains 118453 members 
Mstep: Class 11 contains 51885 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104734 members 
Mstep: Class 15 contains 14315 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 117466 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108020 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 37206 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133504 members 
Mstep: Class 31 contains 4986 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38550 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15235 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745648.000000 Penalty: 95283.945312
Iteration 334Q: 43 clusters Score -1.417456e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 103342 members 
Mstep: Class 4 contains 8209 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 117374 members 
Mstep: Class 10 contains 118463 members 
Mstep: Class 11 contains 51895 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104670 members 
Mstep: Class 15 contains 14315 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117456 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 108002 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9271 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16070 members 
Mstep: Class 28 contains 37252 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133537 members 
Mstep: Class 31 contains 4986 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745664.000000 Penalty: 95283.945312
Iteration 335Q: 43 clusters Score -1.417457e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 103360 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117411 members 
Mstep: Class 10 contains 118474 members 
Mstep: Class 11 contains 51906 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104627 members 
Mstep: Class 15 contains 14318 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 117440 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107968 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 296 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16074 members 
Mstep: Class 28 contains 37298 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133558 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38495 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745616.000000 Penalty: 95283.945312
Iteration 336Q: 43 clusters Score -1.417456e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 103375 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 117458 members 
Mstep: Class 10 contains 118484 members 
Mstep: Class 11 contains 51911 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104562 members 
Mstep: Class 15 contains 14320 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5169 members 
Mstep: Class 18 contains 117431 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107941 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 37337 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133597 members 
Mstep: Class 31 contains 4984 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38470 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15228 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745696.000000 Penalty: 95283.945312
Iteration 337Q: 43 clusters Score -1.417457e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110173 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 103394 members 
Mstep: Class 4 contains 8217 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117469 members 
Mstep: Class 10 contains 118483 members 
Mstep: Class 11 contains 51910 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104494 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 117435 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107937 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 37379 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133630 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38453 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15222 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745568.000000 Penalty: 95283.945312
Iteration 338Q: 43 clusters Score -1.417456e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 103409 members 
Mstep: Class 4 contains 8216 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117483 members 
Mstep: Class 10 contains 118474 members 
Mstep: Class 11 contains 51903 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104415 members 
Mstep: Class 15 contains 14323 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 117444 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107933 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9269 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 37427 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133658 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38446 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15224 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745712.000000 Penalty: 95283.945312
Iteration 339Q: 43 clusters Score -1.417457e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 103423 members 
Mstep: Class 4 contains 8217 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 117469 members 
Mstep: Class 10 contains 118456 members 
Mstep: Class 11 contains 51907 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104344 members 
Mstep: Class 15 contains 14322 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 117461 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107905 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 37487 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133705 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38447 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15226 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745712.000000 Penalty: 95283.945312
Iteration 340F: 43 clusters Score -1.417457e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 103432 members 
Mstep: Class 4 contains 8224 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 117495 members 
Mstep: Class 10 contains 118440 members 
Mstep: Class 11 contains 51908 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104269 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5167 members 
Mstep: Class 18 contains 117470 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107902 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 37531 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133727 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38450 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15224 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745792.000000 Penalty: 95283.945312
Iteration 341Q: 43 clusters Score -1.417458e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 10528 members 
Mstep: Class 3 contains 103446 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 117492 members 
Mstep: Class 10 contains 118468 members 
Mstep: Class 11 contains 51913 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104196 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5169 members 
Mstep: Class 18 contains 117478 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107881 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9271 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16060 members 
Mstep: Class 28 contains 37564 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133757 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38453 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15226 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745760.000000 Penalty: 95283.945312
Iteration 342Q: 43 clusters Score -1.417458e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 103462 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 117527 members 
Mstep: Class 10 contains 118486 members 
Mstep: Class 11 contains 51913 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104131 members 
Mstep: Class 15 contains 14334 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117453 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107868 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9271 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16063 members 
Mstep: Class 28 contains 37613 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133763 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38455 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15221 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745936.000000 Penalty: 95283.945312
Iteration 343Q: 43 clusters Score -1.417459e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 103469 members 
Mstep: Class 4 contains 8235 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 117524 members 
Mstep: Class 10 contains 118485 members 
Mstep: Class 11 contains 51924 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104086 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117449 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107861 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16067 members 
Mstep: Class 28 contains 37645 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133783 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38450 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15219 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745808.000000 Penalty: 95283.945312
Iteration 344Q: 43 clusters Score -1.417458e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 10516 members 
Mstep: Class 3 contains 103476 members 
Mstep: Class 4 contains 8236 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 117511 members 
Mstep: Class 10 contains 118514 members 
Mstep: Class 11 contains 51935 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 104029 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 117445 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107835 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9269 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16066 members 
Mstep: Class 28 contains 37669 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133808 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38457 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15217 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745904.000000 Penalty: 95283.945312
Iteration 345Q: 43 clusters Score -1.417459e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 10514 members 
Mstep: Class 3 contains 103484 members 
Mstep: Class 4 contains 8236 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 117490 members 
Mstep: Class 10 contains 118548 members 
Mstep: Class 11 contains 51945 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103945 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 117457 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107828 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9272 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 37686 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133845 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38464 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15219 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745872.000000 Penalty: 95283.945312
Iteration 346Q: 43 clusters Score -1.417459e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 103488 members 
Mstep: Class 4 contains 8238 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 117478 members 
Mstep: Class 10 contains 118561 members 
Mstep: Class 11 contains 51956 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103874 members 
Mstep: Class 15 contains 14346 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117455 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107811 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 37711 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133883 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38473 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15218 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746128.000000 Penalty: 95283.945312
Iteration 347Q: 43 clusters Score -1.417461e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 103491 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 4406 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 117446 members 
Mstep: Class 10 contains 118602 members 
Mstep: Class 11 contains 51971 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103806 members 
Mstep: Class 15 contains 14349 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117462 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107802 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 37732 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133897 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38480 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15215 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746352.000000 Penalty: 95283.945312
Iteration 348Q: 43 clusters Score -1.417464e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 103497 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 117466 members 
Mstep: Class 10 contains 118626 members 
Mstep: Class 11 contains 51980 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103719 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 117459 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107793 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 37760 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133904 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38483 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15212 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746528.000000 Penalty: 95283.945312
Iteration 349Q: 43 clusters Score -1.417465e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 103502 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 117471 members 
Mstep: Class 10 contains 118648 members 
Mstep: Class 11 contains 51985 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103638 members 
Mstep: Class 15 contains 14353 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5176 members 
Mstep: Class 18 contains 117439 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107785 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9272 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16063 members 
Mstep: Class 28 contains 37775 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133930 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38501 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15215 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746464.000000 Penalty: 95283.945312
Iteration 350Q: 43 clusters Score -1.417465e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 103508 members 
Mstep: Class 4 contains 8242 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 117476 members 
Mstep: Class 10 contains 118679 members 
Mstep: Class 11 contains 51996 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103539 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5176 members 
Mstep: Class 18 contains 117422 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107766 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 37795 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133969 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38515 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15213 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746400.000000 Penalty: 95283.945312
Iteration 351Q: 43 clusters Score -1.417464e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 103506 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 117502 members 
Mstep: Class 10 contains 118719 members 
Mstep: Class 11 contains 52000 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103435 members 
Mstep: Class 15 contains 14358 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 117402 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107758 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9269 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 37817 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133984 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38524 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15208 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746544.000000 Penalty: 95283.945312
Iteration 352Q: 43 clusters Score -1.417465e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 3 contains 103520 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 117506 members 
Mstep: Class 10 contains 118741 members 
Mstep: Class 11 contains 52003 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103354 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 117385 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107763 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16063 members 
Mstep: Class 28 contains 37844 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133995 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38532 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15206 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746432.000000 Penalty: 95283.945312
Iteration 353Q: 43 clusters Score -1.417464e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 103530 members 
Mstep: Class 4 contains 8245 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4462 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 117508 members 
Mstep: Class 10 contains 118766 members 
Mstep: Class 11 contains 52008 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103260 members 
Mstep: Class 15 contains 14358 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117385 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107778 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16066 members 
Mstep: Class 28 contains 37864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133991 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38542 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15205 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746592.000000 Penalty: 95283.945312
Iteration 354Q: 43 clusters Score -1.417466e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 103537 members 
Mstep: Class 4 contains 8248 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 117529 members 
Mstep: Class 10 contains 118797 members 
Mstep: Class 11 contains 52012 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103166 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117379 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107789 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9269 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 37880 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133983 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38546 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15206 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746816.000000 Penalty: 95283.945312
Iteration 355Q: 43 clusters Score -1.417468e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110033 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 103542 members 
Mstep: Class 4 contains 8252 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 117516 members 
Mstep: Class 10 contains 118825 members 
Mstep: Class 11 contains 52011 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103096 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 117357 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107811 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16062 members 
Mstep: Class 28 contains 37897 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133987 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38547 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15205 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746848.000000 Penalty: 95283.945312
Iteration 356Q: 43 clusters Score -1.417468e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 103548 members 
Mstep: Class 4 contains 8255 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 117523 members 
Mstep: Class 10 contains 118859 members 
Mstep: Class 11 contains 52009 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 103023 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 117329 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107820 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16063 members 
Mstep: Class 28 contains 37911 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134002 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38549 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15203 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746992.000000 Penalty: 95283.945312
Iteration 357Q: 43 clusters Score -1.41747e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110063 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 103554 members 
Mstep: Class 4 contains 8255 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 117540 members 
Mstep: Class 10 contains 118896 members 
Mstep: Class 11 contains 52013 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102935 members 
Mstep: Class 15 contains 14365 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117312 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107825 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 37931 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134005 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38545 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15204 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746880.000000 Penalty: 95283.945312
Iteration 358Q: 43 clusters Score -1.417469e+08 nChanged 628
Entering ConstructFrom: 
Score: -141746880.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (110073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Entering Unmasked Estep 
Score: -13843339.000000 Penalty: 1886.446167
	Iteration 0F: 2 clusters Score -1.384334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -13771601.000000 Penalty: 3772.892334
	Iteration 0F: 3 clusters Score -1.37716e+07 nChanged 52859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -13802384.000000 Penalty: 3772.892334
	Iteration 1F: 3 clusters Score -1.380238e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -13803780.000000 Penalty: 3772.892334
	Iteration 2Q: 3 clusters Score -1.380378e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -13806448.000000 Penalty: 3772.892334
	Iteration 3Q: 3 clusters Score -1.380645e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -13810992.000000 Penalty: 3772.892334
	Iteration 4F: 3 clusters Score -1.381099e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -13817748.000000 Penalty: 3772.892334
	Iteration 5F: 3 clusters Score -1.381775e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -13824958.000000 Penalty: 3772.892334
	Iteration 6F: 3 clusters Score -1.382496e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95396 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -13830565.000000 Penalty: 3772.892334
	Iteration 7F: 3 clusters Score -1.383056e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -13834033.000000 Penalty: 3772.892334
	Iteration 8Q: 3 clusters Score -1.383403e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -13836153.000000 Penalty: 3772.892334
	Iteration 9Q: 3 clusters Score -1.383615e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -13837483.000000 Penalty: 3772.892334
	Iteration 10Q: 3 clusters Score -1.383748e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -13838478.000000 Penalty: 3772.892334
	Iteration 11Q: 3 clusters Score -1.383848e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -13839238.000000 Penalty: 3772.892334
	Iteration 12Q: 3 clusters Score -1.383924e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -13839841.000000 Penalty: 3772.892334
	Iteration 13Q: 3 clusters Score -1.383984e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -13840298.000000 Penalty: 3772.892334
	Iteration 14Q: 3 clusters Score -1.38403e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -13840693.000000 Penalty: 3772.892334
	Iteration 15Q: 3 clusters Score -1.384069e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -13840940.000000 Penalty: 3772.892334
	Iteration 16Q: 3 clusters Score -1.384094e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -13841199.000000 Penalty: 3772.892334
	Iteration 17Q: 3 clusters Score -1.38412e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -13841369.000000 Penalty: 3772.892334
	Iteration 18Q: 3 clusters Score -1.384137e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -13841554.000000 Penalty: 3772.892334
	Iteration 19Q: 3 clusters Score -1.384155e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13841650.000000 Penalty: 3772.892334
	Iteration 20F: 3 clusters Score -1.384165e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -13841727.000000 Penalty: 3772.892334
	Iteration 21Q: 3 clusters Score -1.384173e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -13841753.000000 Penalty: 3772.892334
	Iteration 22Q: 3 clusters Score -1.384175e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13841788.000000 Penalty: 3772.892334
	Iteration 23Q: 3 clusters Score -1.384179e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13841824.000000 Penalty: 3772.892334
	Iteration 24Q: 3 clusters Score -1.384182e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13841882.000000 Penalty: 3772.892334
	Iteration 25Q: 3 clusters Score -1.384188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108772 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13841904.000000 Penalty: 3772.892334
	Iteration 26Q: 3 clusters Score -1.38419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13841889.000000 Penalty: 3772.892334
	Iteration 27Q: 3 clusters Score -1.384189e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13841905.000000 Penalty: 3772.892334
	Iteration 28Q: 3 clusters Score -1.38419e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13841911.000000 Penalty: 3772.892334
	Iteration 29Q: 3 clusters Score -1.384191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13841940.000000 Penalty: 3772.892334
	Iteration 30Q: 3 clusters Score -1.384194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13841947.000000 Penalty: 3772.892334
	Iteration 31Q: 3 clusters Score -1.384195e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -13841945.000000 Penalty: 3772.892334
	Iteration 32Q: 3 clusters Score -1.384194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13841952.000000 Penalty: 3772.892334
	Iteration 33Q: 3 clusters Score -1.384195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13841955.000000 Penalty: 3772.892334
	Iteration 34Q: 3 clusters Score -1.384196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13841959.000000 Penalty: 3772.892334
	Iteration 35Q: 3 clusters Score -1.384196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13841967.000000 Penalty: 3772.892334
	Iteration 36Q: 3 clusters Score -1.384197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13841959.000000 Penalty: 3772.892334
	Iteration 37Q: 3 clusters Score -1.384196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13841952.000000 Penalty: 3772.892334
	Iteration 38Q: 3 clusters Score -1.384195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13841961.000000 Penalty: 3772.892334
	Iteration 39Q: 3 clusters Score -1.384196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -13841947.000000 Penalty: 3772.892334
	Iteration 40F: 3 clusters Score -1.384195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13841956.000000 Penalty: 3772.892334
	Iteration 41Q: 3 clusters Score -1.384196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13841962.000000 Penalty: 3772.892334
	Iteration 42Q: 3 clusters Score -1.384196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13841960.000000 Penalty: 3772.892334
	Iteration 43Q: 3 clusters Score -1.384196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13841958.000000 Penalty: 3772.892334
	Iteration 44Q: 3 clusters Score -1.384196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13841955.000000 Penalty: 3772.892334
	Iteration 45Q: 3 clusters Score -1.384196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -13841948.000000 Penalty: 3772.892334
	Iteration 46Q: 3 clusters Score -1.384195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109108 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13841944.000000 Penalty: 3772.892334
	Iteration 47Q: 3 clusters Score -1.384194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13841940.000000 Penalty: 3772.892334
	Iteration 48Q: 3 clusters Score -1.384194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109122 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13841942.000000 Penalty: 3772.892334
	Iteration 49Q: 3 clusters Score -1.384194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13841942.000000 Penalty: 3772.892334
	Iteration 50Q: 3 clusters Score -1.384194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13841952.000000 Penalty: 3772.892334
	Iteration 51Q: 3 clusters Score -1.384195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13841947.000000 Penalty: 3772.892334
	Iteration 52Q: 3 clusters Score -1.384195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13841962.000000 Penalty: 3772.892334
	Iteration 53Q: 3 clusters Score -1.384196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13841951.000000 Penalty: 3772.892334
	Iteration 54Q: 3 clusters Score -1.384195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13841952.000000 Penalty: 3772.892334
	Iteration 55Q: 3 clusters Score -1.384195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109129 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13841956.000000 Penalty: 3772.892334
	Iteration 56Q: 3 clusters Score -1.384196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109135 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13841957.000000 Penalty: 3772.892334
	Iteration 57Q: 3 clusters Score -1.384196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13841962.000000 Penalty: 3772.892334
	Iteration 58Q: 3 clusters Score -1.384196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13841962.000000 Penalty: 3772.892334
	Iteration 59Q: 3 clusters Score -1.384196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13841966.000000 Penalty: 3772.892334
	Iteration 60F: 3 clusters Score -1.384197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13841967.000000 Penalty: 3772.892334
	Iteration 61Q: 3 clusters Score -1.384197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109160 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13841969.000000 Penalty: 3772.892334
	Iteration 62Q: 3 clusters Score -1.384197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13841965.000000 Penalty: 3772.892334
	Iteration 63Q: 3 clusters Score -1.384196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109160 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13841964.000000 Penalty: 3772.892334
	Iteration 64Q: 3 clusters Score -1.384196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13841972.000000 Penalty: 3772.892334
	Iteration 65Q: 3 clusters Score -1.384197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13841972.000000 Penalty: 3772.892334
	Iteration 66F: 3 clusters Score -1.384197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Entering Unmasked Estep 
Score: -1208029.500000 Penalty: 1504.624146
	Iteration 0F: 2 clusters Score -1208030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1200604.625000 Penalty: 3009.248291
	Iteration 0F: 3 clusters Score -1200605 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1203110.125000 Penalty: 3009.248291
	Iteration 1F: 3 clusters Score -1203110 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1203494.000000 Penalty: 3009.248291
	Iteration 2F: 3 clusters Score -1203494 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1203858.250000 Penalty: 3009.248291
	Iteration 3F: 3 clusters Score -1203858 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1204144.625000 Penalty: 3009.248291
	Iteration 4F: 3 clusters Score -1204145 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1204431.750000 Penalty: 3009.248291
	Iteration 5Q: 3 clusters Score -1204432 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1204724.125000 Penalty: 3009.248291
	Iteration 6F: 3 clusters Score -1204724 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1205014.875000 Penalty: 3009.248291
	Iteration 7Q: 3 clusters Score -1205015 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1205313.500000 Penalty: 3009.248291
	Iteration 8Q: 3 clusters Score -1205314 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1205593.750000 Penalty: 3009.248291
	Iteration 9Q: 3 clusters Score -1205594 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1205844.500000 Penalty: 3009.248291
	Iteration 10Q: 3 clusters Score -1205844 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1206029.375000 Penalty: 3009.248291
	Iteration 11Q: 3 clusters Score -1206029 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1206146.125000 Penalty: 3009.248291
	Iteration 12Q: 3 clusters Score -1206146 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1206222.250000 Penalty: 3009.248291
	Iteration 13Q: 3 clusters Score -1206222 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1206274.625000 Penalty: 3009.248291
	Iteration 14Q: 3 clusters Score -1206275 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1206305.625000 Penalty: 3009.248291
	Iteration 15Q: 3 clusters Score -1206306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1206328.000000 Penalty: 3009.248291
	Iteration 16Q: 3 clusters Score -1206328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1206340.000000 Penalty: 3009.248291
	Iteration 17Q: 3 clusters Score -1206340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1206356.000000 Penalty: 3009.248291
	Iteration 18Q: 3 clusters Score -1206356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1206364.000000 Penalty: 3009.248291
	Iteration 19Q: 3 clusters Score -1206364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1206377.750000 Penalty: 3009.248291
	Iteration 20F: 3 clusters Score -1206378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1206392.750000 Penalty: 3009.248291
	Iteration 21Q: 3 clusters Score -1206393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1206406.375000 Penalty: 3009.248291
	Iteration 22Q: 3 clusters Score -1206406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1206416.750000 Penalty: 3009.248291
	Iteration 23Q: 3 clusters Score -1206417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1206430.500000 Penalty: 3009.248291
	Iteration 24Q: 3 clusters Score -1206430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1206441.250000 Penalty: 3009.248291
	Iteration 25Q: 3 clusters Score -1206441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1206453.500000 Penalty: 3009.248291
	Iteration 26Q: 3 clusters Score -1206454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1206460.750000 Penalty: 3009.248291
	Iteration 27Q: 3 clusters Score -1206461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1206478.375000 Penalty: 3009.248291
	Iteration 28Q: 3 clusters Score -1206478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1206487.625000 Penalty: 3009.248291
	Iteration 29Q: 3 clusters Score -1206488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1206501.000000 Penalty: 3009.248291
	Iteration 30Q: 3 clusters Score -1206501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1206516.375000 Penalty: 3009.248291
	Iteration 31Q: 3 clusters Score -1206516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1206540.250000 Penalty: 3009.248291
	Iteration 32Q: 3 clusters Score -1206540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1206565.625000 Penalty: 3009.248291
	Iteration 33Q: 3 clusters Score -1206566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1206593.625000 Penalty: 3009.248291
	Iteration 34Q: 3 clusters Score -1206594 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1206622.375000 Penalty: 3009.248291
	Iteration 35Q: 3 clusters Score -1206622 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1206649.125000 Penalty: 3009.248291
	Iteration 36Q: 3 clusters Score -1206649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1206669.625000 Penalty: 3009.248291
	Iteration 37Q: 3 clusters Score -1206670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1206696.125000 Penalty: 3009.248291
	Iteration 38Q: 3 clusters Score -1206696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1206714.500000 Penalty: 3009.248291
	Iteration 39Q: 3 clusters Score -1206714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1206744.250000 Penalty: 3009.248291
	Iteration 40F: 3 clusters Score -1206744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1206770.250000 Penalty: 3009.248291
	Iteration 41Q: 3 clusters Score -1206770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1206797.375000 Penalty: 3009.248291
	Iteration 42Q: 3 clusters Score -1206797 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1206835.250000 Penalty: 3009.248291
	Iteration 43Q: 3 clusters Score -1206835 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1206884.500000 Penalty: 3009.248291
	Iteration 44Q: 3 clusters Score -1206884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1206935.125000 Penalty: 3009.248291
	Iteration 45Q: 3 clusters Score -1206935 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1206984.500000 Penalty: 3009.248291
	Iteration 46Q: 3 clusters Score -1206984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1207037.500000 Penalty: 3009.248291
	Iteration 47Q: 3 clusters Score -1207038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1207113.375000 Penalty: 3009.248291
	Iteration 48Q: 3 clusters Score -1207113 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1207180.125000 Penalty: 3009.248291
	Iteration 49Q: 3 clusters Score -1207180 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1207231.250000 Penalty: 3009.248291
	Iteration 50Q: 3 clusters Score -1207231 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1207274.375000 Penalty: 3009.248291
	Iteration 51Q: 3 clusters Score -1207274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1207312.375000 Penalty: 3009.248291
	Iteration 52Q: 3 clusters Score -1207312 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1207347.000000 Penalty: 3009.248291
	Iteration 53Q: 3 clusters Score -1207347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1207390.500000 Penalty: 3009.248291
	Iteration 54Q: 3 clusters Score -1207390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1207413.500000 Penalty: 3009.248291
	Iteration 55Q: 3 clusters Score -1207414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1207429.875000 Penalty: 3009.248291
	Iteration 56Q: 3 clusters Score -1207430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1207444.250000 Penalty: 3009.248291
	Iteration 57Q: 3 clusters Score -1207444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1207466.625000 Penalty: 3009.248291
	Iteration 58Q: 3 clusters Score -1207467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1207485.750000 Penalty: 3009.248291
	Iteration 59Q: 3 clusters Score -1207486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1207501.125000 Penalty: 3009.248291
	Iteration 60F: 3 clusters Score -1207501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1207514.500000 Penalty: 3009.248291
	Iteration 61Q: 3 clusters Score -1207514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1207523.500000 Penalty: 3009.248291
	Iteration 62Q: 3 clusters Score -1207524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1207526.375000 Penalty: 3009.248291
	Iteration 63Q: 3 clusters Score -1207526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1207536.625000 Penalty: 3009.248291
	Iteration 64Q: 3 clusters Score -1207537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1207543.125000 Penalty: 3009.248291
	Iteration 65Q: 3 clusters Score -1207543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1207548.375000 Penalty: 3009.248291
	Iteration 66Q: 3 clusters Score -1207548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1207548.625000 Penalty: 3009.248291
	Iteration 67Q: 3 clusters Score -1207549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1207550.750000 Penalty: 3009.248291
	Iteration 68Q: 3 clusters Score -1207551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1207552.750000 Penalty: 3009.248291
	Iteration 69Q: 3 clusters Score -1207553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1207552.000000 Penalty: 3009.248291
	Iteration 70Q: 3 clusters Score -1207552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1207552.000000 Penalty: 3009.248291
	Iteration 71Q: 3 clusters Score -1207552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1207552.000000 Penalty: 3009.248291
	Iteration 72F: 3 clusters Score -1207552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Entering Unmasked Estep 
Score: -12787168.000000 Penalty: 1876.533203
	Iteration 0F: 2 clusters Score -1.278717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -12719556.000000 Penalty: 3753.066406
	Iteration 0F: 3 clusters Score -1.271956e+07 nChanged 49452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -12748979.000000 Penalty: 3753.066406
	Iteration 1F: 3 clusters Score -1.274898e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -12750477.000000 Penalty: 3753.066406
	Iteration 2Q: 3 clusters Score -1.275048e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -12752364.000000 Penalty: 3753.066406
	Iteration 3Q: 3 clusters Score -1.275236e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -12754906.000000 Penalty: 3753.066406
	Iteration 4F: 3 clusters Score -1.275491e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -12758356.000000 Penalty: 3753.066406
	Iteration 5F: 3 clusters Score -1.275836e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -12762525.000000 Penalty: 3753.066406
	Iteration 6F: 3 clusters Score -1.276252e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -12766997.000000 Penalty: 3753.066406
	Iteration 7F: 3 clusters Score -1.2767e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -12771705.000000 Penalty: 3753.066406
	Iteration 8F: 3 clusters Score -1.27717e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -12776090.000000 Penalty: 3753.066406
	Iteration 9F: 3 clusters Score -1.277609e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -12779620.000000 Penalty: 3753.066406
	Iteration 10Q: 3 clusters Score -1.277962e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -12782136.000000 Penalty: 3753.066406
	Iteration 11Q: 3 clusters Score -1.278214e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -12783757.000000 Penalty: 3753.066406
	Iteration 12Q: 3 clusters Score -1.278376e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -12784790.000000 Penalty: 3753.066406
	Iteration 13Q: 3 clusters Score -1.278479e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -12785258.000000 Penalty: 3753.066406
	Iteration 14Q: 3 clusters Score -1.278526e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 101631 members 
Entering Unmasked Estep 
Score: -12785604.000000 Penalty: 3753.066406
	Iteration 15Q: 3 clusters Score -1.27856e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -12785750.000000 Penalty: 3753.066406
	Iteration 16Q: 3 clusters Score -1.278575e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -12785870.000000 Penalty: 3753.066406
	Iteration 17Q: 3 clusters Score -1.278587e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -12785941.000000 Penalty: 3753.066406
	Iteration 18Q: 3 clusters Score -1.278594e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -12786001.000000 Penalty: 3753.066406
	Iteration 19Q: 3 clusters Score -1.2786e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -12786021.000000 Penalty: 3753.066406
	Iteration 20F: 3 clusters Score -1.278602e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -12786048.000000 Penalty: 3753.066406
	Iteration 21Q: 3 clusters Score -1.278605e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -12786075.000000 Penalty: 3753.066406
	Iteration 22Q: 3 clusters Score -1.278608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -12786076.000000 Penalty: 3753.066406
	Iteration 23Q: 3 clusters Score -1.278608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -12786105.000000 Penalty: 3753.066406
	Iteration 24Q: 3 clusters Score -1.27861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -12786124.000000 Penalty: 3753.066406
	Iteration 25Q: 3 clusters Score -1.278612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -12786118.000000 Penalty: 3753.066406
	Iteration 26Q: 3 clusters Score -1.278612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -12786134.000000 Penalty: 3753.066406
	Iteration 27Q: 3 clusters Score -1.278613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -12786141.000000 Penalty: 3753.066406
	Iteration 28Q: 3 clusters Score -1.278614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 102326 members 
Entering Unmasked Estep 
Score: -12786149.000000 Penalty: 3753.066406
	Iteration 29Q: 3 clusters Score -1.278615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -12786146.000000 Penalty: 3753.066406
	Iteration 30Q: 3 clusters Score -1.278615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 102356 members 
Entering Unmasked Estep 
Score: -12786170.000000 Penalty: 3753.066406
	Iteration 31Q: 3 clusters Score -1.278617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -12786174.000000 Penalty: 3753.066406
	Iteration 32Q: 3 clusters Score -1.278617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -12786171.000000 Penalty: 3753.066406
	Iteration 33Q: 3 clusters Score -1.278617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 102378 members 
Entering Unmasked Estep 
Score: -12786177.000000 Penalty: 3753.066406
	Iteration 34Q: 3 clusters Score -1.278618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -12786174.000000 Penalty: 3753.066406
	Iteration 35Q: 3 clusters Score -1.278617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 102393 members 
Entering Unmasked Estep 
Score: -12786173.000000 Penalty: 3753.066406
	Iteration 36Q: 3 clusters Score -1.278617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -12786177.000000 Penalty: 3753.066406
	Iteration 37Q: 3 clusters Score -1.278618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -12786180.000000 Penalty: 3753.066406
	Iteration 38Q: 3 clusters Score -1.278618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 102403 members 
Entering Unmasked Estep 
Score: -12786173.000000 Penalty: 3753.066406
	Iteration 39Q: 3 clusters Score -1.278617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -12786168.000000 Penalty: 3753.066406
	Iteration 40F: 3 clusters Score -1.278617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -12786169.000000 Penalty: 3753.066406
	Iteration 41Q: 3 clusters Score -1.278617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -12786173.000000 Penalty: 3753.066406
	Iteration 42Q: 3 clusters Score -1.278617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -12786179.000000 Penalty: 3753.066406
	Iteration 43Q: 3 clusters Score -1.278618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -12786186.000000 Penalty: 3753.066406
	Iteration 44Q: 3 clusters Score -1.278619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -12786180.000000 Penalty: 3753.066406
	Iteration 45Q: 3 clusters Score -1.278618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -12786179.000000 Penalty: 3753.066406
	Iteration 46Q: 3 clusters Score -1.278618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -12786182.000000 Penalty: 3753.066406
	Iteration 47Q: 3 clusters Score -1.278618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -12786173.000000 Penalty: 3753.066406
	Iteration 48Q: 3 clusters Score -1.278617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -12786178.000000 Penalty: 3753.066406
	Iteration 49Q: 3 clusters Score -1.278618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -12786181.000000 Penalty: 3753.066406
	Iteration 50Q: 3 clusters Score -1.278618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -12786185.000000 Penalty: 3753.066406
	Iteration 51Q: 3 clusters Score -1.278618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -12786179.000000 Penalty: 3753.066406
	Iteration 52Q: 3 clusters Score -1.278618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -12786173.000000 Penalty: 3753.066406
	Iteration 53Q: 3 clusters Score -1.278617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 102430 members 
Entering Unmasked Estep 
Score: -12786174.000000 Penalty: 3753.066406
	Iteration 54Q: 3 clusters Score -1.278617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -12786186.000000 Penalty: 3753.066406
	Iteration 55Q: 3 clusters Score -1.278619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -12786193.000000 Penalty: 3753.066406
	Iteration 56Q: 3 clusters Score -1.278619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -12786192.000000 Penalty: 3753.066406
	Iteration 57Q: 3 clusters Score -1.278619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -12786198.000000 Penalty: 3753.066406
	Iteration 58Q: 3 clusters Score -1.27862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -12786203.000000 Penalty: 3753.066406
	Iteration 59Q: 3 clusters Score -1.27862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -12786199.000000 Penalty: 3753.066406
	Iteration 60F: 3 clusters Score -1.27862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Entering Unmasked Estep 
Score: -1026704.062500 Penalty: 1465.518433
	Iteration 0F: 2 clusters Score -1026704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1020670.250000 Penalty: 2931.036865
	Iteration 0F: 3 clusters Score -1020670 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1022572.250000 Penalty: 2931.036865
	Iteration 1F: 3 clusters Score -1022572 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1022767.750000 Penalty: 2931.036865
	Iteration 2F: 3 clusters Score -1022768 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1022916.937500 Penalty: 2931.036865
	Iteration 3Q: 3 clusters Score -1022917 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1023047.250000 Penalty: 2931.036865
	Iteration 4Q: 3 clusters Score -1023047 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1023177.687500 Penalty: 2931.036865
	Iteration 5Q: 3 clusters Score -1023178 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1023291.375000 Penalty: 2931.036865
	Iteration 6Q: 3 clusters Score -1023291 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1023404.187500 Penalty: 2931.036865
	Iteration 7Q: 3 clusters Score -1023404 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1023547.437500 Penalty: 2931.036865
	Iteration 8Q: 3 clusters Score -1023547 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1023716.000000 Penalty: 2931.036865
	Iteration 9Q: 3 clusters Score -1023716 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1023910.062500 Penalty: 2931.036865
	Iteration 10Q: 3 clusters Score -1023910 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1024121.125000 Penalty: 2931.036865
	Iteration 11Q: 3 clusters Score -1024121 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1024334.000000 Penalty: 2931.036865
	Iteration 12Q: 3 clusters Score -1024334 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1024530.187500 Penalty: 2931.036865
	Iteration 13Q: 3 clusters Score -1024530 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1024716.750000 Penalty: 2931.036865
	Iteration 14Q: 3 clusters Score -1024717 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1024881.250000 Penalty: 2931.036865
	Iteration 15Q: 3 clusters Score -1024881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1025045.250000 Penalty: 2931.036865
	Iteration 16Q: 3 clusters Score -1025045 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1025181.500000 Penalty: 2931.036865
	Iteration 17Q: 3 clusters Score -1025182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1025261.750000 Penalty: 2931.036865
	Iteration 18Q: 3 clusters Score -1025262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1025321.937500 Penalty: 2931.036865
	Iteration 19Q: 3 clusters Score -1025322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1025363.687500 Penalty: 2931.036865
	Iteration 20F: 3 clusters Score -1025364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1025386.500000 Penalty: 2931.036865
	Iteration 21Q: 3 clusters Score -1025386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1025400.875000 Penalty: 2931.036865
	Iteration 22Q: 3 clusters Score -1025401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1025411.312500 Penalty: 2931.036865
	Iteration 23Q: 3 clusters Score -1025411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1025417.750000 Penalty: 2931.036865
	Iteration 24Q: 3 clusters Score -1025418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1025419.250000 Penalty: 2931.036865
	Iteration 25Q: 3 clusters Score -1025419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1025422.875000 Penalty: 2931.036865
	Iteration 26Q: 3 clusters Score -1025423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1025422.375000 Penalty: 2931.036865
	Iteration 27Q: 3 clusters Score -1025422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1025429.062500 Penalty: 2931.036865
	Iteration 28Q: 3 clusters Score -1025429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1025431.750000 Penalty: 2931.036865
	Iteration 29Q: 3 clusters Score -1025432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1025438.937500 Penalty: 2931.036865
	Iteration 30Q: 3 clusters Score -1025439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1025441.312500 Penalty: 2931.036865
	Iteration 31Q: 3 clusters Score -1025441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1025443.937500 Penalty: 2931.036865
	Iteration 32Q: 3 clusters Score -1025444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1025446.375000 Penalty: 2931.036865
	Iteration 33Q: 3 clusters Score -1025446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1025447.125000 Penalty: 2931.036865
	Iteration 34Q: 3 clusters Score -1025447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1025453.437500 Penalty: 2931.036865
	Iteration 35Q: 3 clusters Score -1025453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1025456.437500 Penalty: 2931.036865
	Iteration 36Q: 3 clusters Score -1025456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1025458.625000 Penalty: 2931.036865
	Iteration 37Q: 3 clusters Score -1025459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1025460.000000 Penalty: 2931.036865
	Iteration 38Q: 3 clusters Score -1025460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1025460.375000 Penalty: 2931.036865
	Iteration 39Q: 3 clusters Score -1025460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1025462.562500 Penalty: 2931.036865
	Iteration 40F: 3 clusters Score -1025463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1025462.312500 Penalty: 2931.036865
	Iteration 41Q: 3 clusters Score -1025462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1025462.312500 Penalty: 2931.036865
	Iteration 42F: 3 clusters Score -1025462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -702182.562500 Penalty: 1410.802246
	Iteration 0F: 2 clusters Score -702182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -697685.250000 Penalty: 2821.604492
	Iteration 0F: 3 clusters Score -697685.2 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -699002.875000 Penalty: 2821.604492
	Iteration 1F: 3 clusters Score -699002.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -699242.625000 Penalty: 2821.604492
	Iteration 2F: 3 clusters Score -699242.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -699440.125000 Penalty: 2821.604492
	Iteration 3F: 3 clusters Score -699440.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -699629.125000 Penalty: 2821.604492
	Iteration 4F: 3 clusters Score -699629.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -699844.875000 Penalty: 2821.604492
	Iteration 5F: 3 clusters Score -699844.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -700034.062500 Penalty: 2821.604492
	Iteration 6Q: 3 clusters Score -700034.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -700229.250000 Penalty: 2821.604492
	Iteration 7Q: 3 clusters Score -700229.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -700425.250000 Penalty: 2821.604492
	Iteration 8Q: 3 clusters Score -700425.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -700595.812500 Penalty: 2821.604492
	Iteration 9Q: 3 clusters Score -700595.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -700737.500000 Penalty: 2821.604492
	Iteration 10Q: 3 clusters Score -700737.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -700852.250000 Penalty: 2821.604492
	Iteration 11Q: 3 clusters Score -700852.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -700962.625000 Penalty: 2821.604492
	Iteration 12Q: 3 clusters Score -700962.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -701067.812500 Penalty: 2821.604492
	Iteration 13Q: 3 clusters Score -701067.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -701154.000000 Penalty: 2821.604492
	Iteration 14Q: 3 clusters Score -701154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -701206.062500 Penalty: 2821.604492
	Iteration 15Q: 3 clusters Score -701206.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -701251.000000 Penalty: 2821.604492
	Iteration 16Q: 3 clusters Score -701251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -701275.437500 Penalty: 2821.604492
	Iteration 17Q: 3 clusters Score -701275.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -701290.750000 Penalty: 2821.604492
	Iteration 18Q: 3 clusters Score -701290.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -701296.312500 Penalty: 2821.604492
	Iteration 19Q: 3 clusters Score -701296.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -701302.750000 Penalty: 2821.604492
	Iteration 20F: 3 clusters Score -701302.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -701307.000000 Penalty: 2821.604492
	Iteration 21Q: 3 clusters Score -701307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -701308.312500 Penalty: 2821.604492
	Iteration 22Q: 3 clusters Score -701308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -701312.062500 Penalty: 2821.604492
	Iteration 23Q: 3 clusters Score -701312.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -701314.812500 Penalty: 2821.604492
	Iteration 24Q: 3 clusters Score -701314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -701320.125000 Penalty: 2821.604492
	Iteration 25Q: 3 clusters Score -701320.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -701323.250000 Penalty: 2821.604492
	Iteration 26Q: 3 clusters Score -701323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -701326.750000 Penalty: 2821.604492
	Iteration 27Q: 3 clusters Score -701326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -701327.625000 Penalty: 2821.604492
	Iteration 28Q: 3 clusters Score -701327.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -701330.750000 Penalty: 2821.604492
	Iteration 29Q: 3 clusters Score -701330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -701334.687500 Penalty: 2821.604492
	Iteration 30Q: 3 clusters Score -701334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -701336.750000 Penalty: 2821.604492
	Iteration 31Q: 3 clusters Score -701336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -701339.812500 Penalty: 2821.604492
	Iteration 32Q: 3 clusters Score -701339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -701340.812500 Penalty: 2821.604492
	Iteration 33Q: 3 clusters Score -701340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -701340.000000 Penalty: 2821.604492
	Iteration 34Q: 3 clusters Score -701340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -701340.437500 Penalty: 2821.604492
	Iteration 35Q: 3 clusters Score -701340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -701343.062500 Penalty: 2821.604492
	Iteration 36Q: 3 clusters Score -701343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -701344.312500 Penalty: 2821.604492
	Iteration 37Q: 3 clusters Score -701344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -701345.375000 Penalty: 2821.604492
	Iteration 38Q: 3 clusters Score -701345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -701344.000000 Penalty: 2821.604492
	Iteration 39Q: 3 clusters Score -701344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -701343.312500 Penalty: 2821.604492
	Iteration 40F: 3 clusters Score -701343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -701344.125000 Penalty: 2821.604492
	Iteration 41Q: 3 clusters Score -701344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -701343.687500 Penalty: 2821.604492
	Iteration 42Q: 3 clusters Score -701343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -701343.562500 Penalty: 2821.604492
	Iteration 43Q: 3 clusters Score -701343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -701343.562500 Penalty: 2821.604492
	Iteration 44F: 3 clusters Score -701343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -561622.312500 Penalty: 1366.162720
	Iteration 0F: 2 clusters Score -561622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -557954.250000 Penalty: 2732.325439
	Iteration 0F: 3 clusters Score -557954.2 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -558866.312500 Penalty: 2732.325439
	Iteration 1F: 3 clusters Score -558866.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -559037.125000 Penalty: 2732.325439
	Iteration 2F: 3 clusters Score -559037.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -559158.625000 Penalty: 2732.325439
	Iteration 3F: 3 clusters Score -559158.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -559266.375000 Penalty: 2732.325439
	Iteration 4Q: 3 clusters Score -559266.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -559355.125000 Penalty: 2732.325439
	Iteration 5Q: 3 clusters Score -559355.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -559434.000000 Penalty: 2732.325439
	Iteration 6Q: 3 clusters Score -559434 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -559523.562500 Penalty: 2732.325439
	Iteration 7Q: 3 clusters Score -559523.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -559607.812500 Penalty: 2732.325439
	Iteration 8Q: 3 clusters Score -559607.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -559699.812500 Penalty: 2732.325439
	Iteration 9Q: 3 clusters Score -559699.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -559788.375000 Penalty: 2732.325439
	Iteration 10Q: 3 clusters Score -559788.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -559880.375000 Penalty: 2732.325439
	Iteration 11Q: 3 clusters Score -559880.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -559979.812500 Penalty: 2732.325439
	Iteration 12Q: 3 clusters Score -559979.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -560058.375000 Penalty: 2732.325439
	Iteration 13Q: 3 clusters Score -560058.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -560129.687500 Penalty: 2732.325439
	Iteration 14Q: 3 clusters Score -560129.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -560198.375000 Penalty: 2732.325439
	Iteration 15Q: 3 clusters Score -560198.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -560248.625000 Penalty: 2732.325439
	Iteration 16Q: 3 clusters Score -560248.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -560284.625000 Penalty: 2732.325439
	Iteration 17Q: 3 clusters Score -560284.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -560305.062500 Penalty: 2732.325439
	Iteration 18Q: 3 clusters Score -560305.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -560324.250000 Penalty: 2732.325439
	Iteration 19Q: 3 clusters Score -560324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -560337.500000 Penalty: 2732.325439
	Iteration 20F: 3 clusters Score -560337.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -560346.875000 Penalty: 2732.325439
	Iteration 21Q: 3 clusters Score -560346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -560359.187500 Penalty: 2732.325439
	Iteration 22Q: 3 clusters Score -560359.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -560371.062500 Penalty: 2732.325439
	Iteration 23Q: 3 clusters Score -560371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -560377.250000 Penalty: 2732.325439
	Iteration 24Q: 3 clusters Score -560377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -560381.875000 Penalty: 2732.325439
	Iteration 25Q: 3 clusters Score -560381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -560385.500000 Penalty: 2732.325439
	Iteration 26Q: 3 clusters Score -560385.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -560392.062500 Penalty: 2732.325439
	Iteration 27Q: 3 clusters Score -560392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -560399.000000 Penalty: 2732.325439
	Iteration 28Q: 3 clusters Score -560399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -560406.062500 Penalty: 2732.325439
	Iteration 29Q: 3 clusters Score -560406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -560409.000000 Penalty: 2732.325439
	Iteration 30Q: 3 clusters Score -560409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -560414.937500 Penalty: 2732.325439
	Iteration 31Q: 3 clusters Score -560414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -560420.625000 Penalty: 2732.325439
	Iteration 32Q: 3 clusters Score -560420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -560423.375000 Penalty: 2732.325439
	Iteration 33Q: 3 clusters Score -560423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -560427.812500 Penalty: 2732.325439
	Iteration 34Q: 3 clusters Score -560427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -560434.000000 Penalty: 2732.325439
	Iteration 35Q: 3 clusters Score -560434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -560437.375000 Penalty: 2732.325439
	Iteration 36Q: 3 clusters Score -560437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -560440.125000 Penalty: 2732.325439
	Iteration 37Q: 3 clusters Score -560440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -560444.125000 Penalty: 2732.325439
	Iteration 38Q: 3 clusters Score -560444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -560447.812500 Penalty: 2732.325439
	Iteration 39Q: 3 clusters Score -560447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -560453.750000 Penalty: 2732.325439
	Iteration 40F: 3 clusters Score -560453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -560454.562500 Penalty: 2732.325439
	Iteration 41Q: 3 clusters Score -560454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -560454.562500 Penalty: 2732.325439
	Iteration 42F: 3 clusters Score -560454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -59874.777344 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -59874.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58789.523438 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -58789.52 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59210.277344 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -59210.28 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59482.363281 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -59482.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59625.007812 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -59625.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59704.312500 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -59704.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59755.937500 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -59755.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59774.425781 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -59774.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59781.324219 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -59781.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59787.730469 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -59787.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59792.027344 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -59792.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59793.367188 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -59793.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59796.496094 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -59796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59805.214844 Penalty: 2087.027344
	Iteration 12Q: 3 clusters Score -59805.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59805.957031 Penalty: 2087.027344
	Iteration 13Q: 3 clusters Score -59805.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59805.957031 Penalty: 2087.027344
	Iteration 14F: 3 clusters Score -59805.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Entering Unmasked Estep 
Score: -749509.000000 Penalty: 1416.729614
	Iteration 0F: 2 clusters Score -749509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -744811.812500 Penalty: 2833.459229
	Iteration 0F: 3 clusters Score -744811.8 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -746221.625000 Penalty: 2833.459229
	Iteration 1F: 3 clusters Score -746221.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -746426.062500 Penalty: 2833.459229
	Iteration 2F: 3 clusters Score -746426.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -746594.687500 Penalty: 2833.459229
	Iteration 3F: 3 clusters Score -746594.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -746740.187500 Penalty: 2833.459229
	Iteration 4Q: 3 clusters Score -746740.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -746861.375000 Penalty: 2833.459229
	Iteration 5Q: 3 clusters Score -746861.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -746971.062500 Penalty: 2833.459229
	Iteration 6Q: 3 clusters Score -746971.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -747061.062500 Penalty: 2833.459229
	Iteration 7Q: 3 clusters Score -747061.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -747137.375000 Penalty: 2833.459229
	Iteration 8Q: 3 clusters Score -747137.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -747200.062500 Penalty: 2833.459229
	Iteration 9Q: 3 clusters Score -747200.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -747253.750000 Penalty: 2833.459229
	Iteration 10Q: 3 clusters Score -747253.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -747300.812500 Penalty: 2833.459229
	Iteration 11Q: 3 clusters Score -747300.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -747340.687500 Penalty: 2833.459229
	Iteration 12Q: 3 clusters Score -747340.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -747370.437500 Penalty: 2833.459229
	Iteration 13Q: 3 clusters Score -747370.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -747396.000000 Penalty: 2833.459229
	Iteration 14Q: 3 clusters Score -747396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -747419.375000 Penalty: 2833.459229
	Iteration 15Q: 3 clusters Score -747419.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -747443.687500 Penalty: 2833.459229
	Iteration 16Q: 3 clusters Score -747443.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -747458.625000 Penalty: 2833.459229
	Iteration 17Q: 3 clusters Score -747458.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -747480.625000 Penalty: 2833.459229
	Iteration 18Q: 3 clusters Score -747480.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -747500.062500 Penalty: 2833.459229
	Iteration 19Q: 3 clusters Score -747500.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -747519.625000 Penalty: 2833.459229
	Iteration 20F: 3 clusters Score -747519.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -747545.000000 Penalty: 2833.459229
	Iteration 21Q: 3 clusters Score -747545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -747569.812500 Penalty: 2833.459229
	Iteration 22Q: 3 clusters Score -747569.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -747593.375000 Penalty: 2833.459229
	Iteration 23Q: 3 clusters Score -747593.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -747617.812500 Penalty: 2833.459229
	Iteration 24Q: 3 clusters Score -747617.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -747643.875000 Penalty: 2833.459229
	Iteration 25Q: 3 clusters Score -747643.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -747666.875000 Penalty: 2833.459229
	Iteration 26Q: 3 clusters Score -747666.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -747692.875000 Penalty: 2833.459229
	Iteration 27Q: 3 clusters Score -747692.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -747711.375000 Penalty: 2833.459229
	Iteration 28Q: 3 clusters Score -747711.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -747735.062500 Penalty: 2833.459229
	Iteration 29Q: 3 clusters Score -747735.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -747752.062500 Penalty: 2833.459229
	Iteration 30Q: 3 clusters Score -747752.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -747769.750000 Penalty: 2833.459229
	Iteration 31Q: 3 clusters Score -747769.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -747782.937500 Penalty: 2833.459229
	Iteration 32Q: 3 clusters Score -747782.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -747798.812500 Penalty: 2833.459229
	Iteration 33Q: 3 clusters Score -747798.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -747812.250000 Penalty: 2833.459229
	Iteration 34Q: 3 clusters Score -747812.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -747821.875000 Penalty: 2833.459229
	Iteration 35Q: 3 clusters Score -747821.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -747829.562500 Penalty: 2833.459229
	Iteration 36Q: 3 clusters Score -747829.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -747836.937500 Penalty: 2833.459229
	Iteration 37Q: 3 clusters Score -747836.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -747844.250000 Penalty: 2833.459229
	Iteration 38Q: 3 clusters Score -747844.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -747846.187500 Penalty: 2833.459229
	Iteration 39Q: 3 clusters Score -747846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -747852.812500 Penalty: 2833.459229
	Iteration 40F: 3 clusters Score -747852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -747855.312500 Penalty: 2833.459229
	Iteration 41Q: 3 clusters Score -747855.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -747858.562500 Penalty: 2833.459229
	Iteration 42Q: 3 clusters Score -747858.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -747862.062500 Penalty: 2833.459229
	Iteration 43Q: 3 clusters Score -747862.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -747866.625000 Penalty: 2833.459229
	Iteration 44Q: 3 clusters Score -747866.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -747868.187500 Penalty: 2833.459229
	Iteration 45Q: 3 clusters Score -747868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -747870.625000 Penalty: 2833.459229
	Iteration 46Q: 3 clusters Score -747870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -747870.625000 Penalty: 2833.459229
	Iteration 47Q: 3 clusters Score -747870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -747871.812500 Penalty: 2833.459229
	Iteration 48Q: 3 clusters Score -747871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -747875.062500 Penalty: 2833.459229
	Iteration 49Q: 3 clusters Score -747875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -747876.687500 Penalty: 2833.459229
	Iteration 50Q: 3 clusters Score -747876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -747878.062500 Penalty: 2833.459229
	Iteration 51Q: 3 clusters Score -747878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -747881.625000 Penalty: 2833.459229
	Iteration 52Q: 3 clusters Score -747881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -747882.125000 Penalty: 2833.459229
	Iteration 53Q: 3 clusters Score -747882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -747883.312500 Penalty: 2833.459229
	Iteration 54Q: 3 clusters Score -747883.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -747882.750000 Penalty: 2833.459229
	Iteration 55Q: 3 clusters Score -747882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -747886.062500 Penalty: 2833.459229
	Iteration 56Q: 3 clusters Score -747886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -747886.437500 Penalty: 2833.459229
	Iteration 57Q: 3 clusters Score -747886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -747887.812500 Penalty: 2833.459229
	Iteration 58Q: 3 clusters Score -747887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -747890.937500 Penalty: 2833.459229
	Iteration 59Q: 3 clusters Score -747890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -747889.875000 Penalty: 2833.459229
	Iteration 60F: 3 clusters Score -747889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -747891.625000 Penalty: 2833.459229
	Iteration 61Q: 3 clusters Score -747891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -747893.250000 Penalty: 2833.459229
	Iteration 62Q: 3 clusters Score -747893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -747892.625000 Penalty: 2833.459229
	Iteration 63Q: 3 clusters Score -747892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -747892.500000 Penalty: 2833.459229
	Iteration 64Q: 3 clusters Score -747892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -747894.187500 Penalty: 2833.459229
	Iteration 65Q: 3 clusters Score -747894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -747894.937500 Penalty: 2833.459229
	Iteration 66Q: 3 clusters Score -747894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -747897.125000 Penalty: 2833.459229
	Iteration 67Q: 3 clusters Score -747897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -747895.937500 Penalty: 2833.459229
	Iteration 68Q: 3 clusters Score -747895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -747897.312500 Penalty: 2833.459229
	Iteration 69Q: 3 clusters Score -747897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -747895.250000 Penalty: 2833.459229
	Iteration 70Q: 3 clusters Score -747895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -747896.750000 Penalty: 2833.459229
	Iteration 71Q: 3 clusters Score -747896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -747899.375000 Penalty: 2833.459229
	Iteration 72Q: 3 clusters Score -747899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -747899.062500 Penalty: 2833.459229
	Iteration 73Q: 3 clusters Score -747899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -747899.062500 Penalty: 2833.459229
	Iteration 74F: 3 clusters Score -747899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117562 members 
Entering Unmasked Estep 
Score: -14837606.000000 Penalty: 1897.142090
	Iteration 0F: 2 clusters Score -1.483761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -14761243.000000 Penalty: 3794.284180
	Iteration 0F: 3 clusters Score -1.476124e+07 nChanged 56364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -14794246.000000 Penalty: 3794.284180
	Iteration 1F: 3 clusters Score -1.479425e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -14795304.000000 Penalty: 3794.284180
	Iteration 2Q: 3 clusters Score -1.47953e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -14796494.000000 Penalty: 3794.284180
	Iteration 3Q: 3 clusters Score -1.479649e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -14798263.000000 Penalty: 3794.284180
	Iteration 4Q: 3 clusters Score -1.479826e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -14801190.000000 Penalty: 3794.284180
	Iteration 5F: 3 clusters Score -1.480119e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -14806253.000000 Penalty: 3794.284180
	Iteration 6F: 3 clusters Score -1.480625e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -14813250.000000 Penalty: 3794.284180
	Iteration 7F: 3 clusters Score -1.481325e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -14820604.000000 Penalty: 3794.284180
	Iteration 8F: 3 clusters Score -1.48206e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -14827065.000000 Penalty: 3794.284180
	Iteration 9F: 3 clusters Score -1.482706e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -14830998.000000 Penalty: 3794.284180
	Iteration 10Q: 3 clusters Score -1.4831e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -14833160.000000 Penalty: 3794.284180
	Iteration 11Q: 3 clusters Score -1.483316e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -14834284.000000 Penalty: 3794.284180
	Iteration 12Q: 3 clusters Score -1.483428e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -14835209.000000 Penalty: 3794.284180
	Iteration 13Q: 3 clusters Score -1.483521e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -14835780.000000 Penalty: 3794.284180
	Iteration 14Q: 3 clusters Score -1.483578e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -14836374.000000 Penalty: 3794.284180
	Iteration 15Q: 3 clusters Score -1.483637e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -14836720.000000 Penalty: 3794.284180
	Iteration 16Q: 3 clusters Score -1.483672e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -14836991.000000 Penalty: 3794.284180
	Iteration 17Q: 3 clusters Score -1.483699e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -14837182.000000 Penalty: 3794.284180
	Iteration 18Q: 3 clusters Score -1.483718e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111153 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -14837346.000000 Penalty: 3794.284180
	Iteration 19Q: 3 clusters Score -1.483735e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111527 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -14837441.000000 Penalty: 3794.284180
	Iteration 20F: 3 clusters Score -1.483744e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111845 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -14837522.000000 Penalty: 3794.284180
	Iteration 21Q: 3 clusters Score -1.483752e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -14837540.000000 Penalty: 3794.284180
	Iteration 22Q: 3 clusters Score -1.483754e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112442 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -14837550.000000 Penalty: 3794.284180
	Iteration 23Q: 3 clusters Score -1.483755e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -14837541.000000 Penalty: 3794.284180
	Iteration 24Q: 3 clusters Score -1.483754e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -14837536.000000 Penalty: 3794.284180
	Iteration 25Q: 3 clusters Score -1.483754e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -14837565.000000 Penalty: 3794.284180
	Iteration 26Q: 3 clusters Score -1.483756e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -14837550.000000 Penalty: 3794.284180
	Iteration 27Q: 3 clusters Score -1.483755e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113528 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -14837473.000000 Penalty: 3794.284180
	Iteration 28Q: 3 clusters Score -1.483747e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113683 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -14837464.000000 Penalty: 3794.284180
	Iteration 29Q: 3 clusters Score -1.483746e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -14837452.000000 Penalty: 3794.284180
	Iteration 30Q: 3 clusters Score -1.483745e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -14837435.000000 Penalty: 3794.284180
	Iteration 31Q: 3 clusters Score -1.483744e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -14837430.000000 Penalty: 3794.284180
	Iteration 32Q: 3 clusters Score -1.483743e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114164 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -14837426.000000 Penalty: 3794.284180
	Iteration 33Q: 3 clusters Score -1.483743e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114255 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -14837396.000000 Penalty: 3794.284180
	Iteration 34Q: 3 clusters Score -1.48374e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114352 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -14837365.000000 Penalty: 3794.284180
	Iteration 35Q: 3 clusters Score -1.483736e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14837366.000000 Penalty: 3794.284180
	Iteration 36Q: 3 clusters Score -1.483737e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -14837370.000000 Penalty: 3794.284180
	Iteration 37Q: 3 clusters Score -1.483737e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14837346.000000 Penalty: 3794.284180
	Iteration 38Q: 3 clusters Score -1.483735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -14837338.000000 Penalty: 3794.284180
	Iteration 39Q: 3 clusters Score -1.483734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -14837321.000000 Penalty: 3794.284180
	Iteration 40F: 3 clusters Score -1.483732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114674 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -14837327.000000 Penalty: 3794.284180
	Iteration 41Q: 3 clusters Score -1.483733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114699 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -14837339.000000 Penalty: 3794.284180
	Iteration 42Q: 3 clusters Score -1.483734e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -14837333.000000 Penalty: 3794.284180
	Iteration 43Q: 3 clusters Score -1.483733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114737 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -14837334.000000 Penalty: 3794.284180
	Iteration 44Q: 3 clusters Score -1.483733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114750 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -14837327.000000 Penalty: 3794.284180
	Iteration 45Q: 3 clusters Score -1.483733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114758 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -14837333.000000 Penalty: 3794.284180
	Iteration 46Q: 3 clusters Score -1.483733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114776 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -14837340.000000 Penalty: 3794.284180
	Iteration 47Q: 3 clusters Score -1.483734e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -14837342.000000 Penalty: 3794.284180
	Iteration 48Q: 3 clusters Score -1.483734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114822 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -14837335.000000 Penalty: 3794.284180
	Iteration 49Q: 3 clusters Score -1.483734e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114842 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -14837327.000000 Penalty: 3794.284180
	Iteration 50Q: 3 clusters Score -1.483733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -14837320.000000 Penalty: 3794.284180
	Iteration 51Q: 3 clusters Score -1.483732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -14837326.000000 Penalty: 3794.284180
	Iteration 52Q: 3 clusters Score -1.483733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -14837322.000000 Penalty: 3794.284180
	Iteration 53Q: 3 clusters Score -1.483732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114908 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -14837327.000000 Penalty: 3794.284180
	Iteration 54Q: 3 clusters Score -1.483733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -14837315.000000 Penalty: 3794.284180
	Iteration 55Q: 3 clusters Score -1.483732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114929 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -14837311.000000 Penalty: 3794.284180
	Iteration 56Q: 3 clusters Score -1.483731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -14837313.000000 Penalty: 3794.284180
	Iteration 57Q: 3 clusters Score -1.483731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114940 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -14837313.000000 Penalty: 3794.284180
	Iteration 58Q: 3 clusters Score -1.483731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -14837315.000000 Penalty: 3794.284180
	Iteration 59Q: 3 clusters Score -1.483732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -14837309.000000 Penalty: 3794.284180
	Iteration 60F: 3 clusters Score -1.483731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -14837313.000000 Penalty: 3794.284180
	Iteration 61Q: 3 clusters Score -1.483731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -14837322.000000 Penalty: 3794.284180
	Iteration 62Q: 3 clusters Score -1.483732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114948 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -14837311.000000 Penalty: 3794.284180
	Iteration 63Q: 3 clusters Score -1.483731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -14837305.000000 Penalty: 3794.284180
	Iteration 64Q: 3 clusters Score -1.48373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114953 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14837307.000000 Penalty: 3794.284180
	Iteration 65Q: 3 clusters Score -1.483731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -14837296.000000 Penalty: 3794.284180
	Iteration 66Q: 3 clusters Score -1.48373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -14837296.000000 Penalty: 3794.284180
	Iteration 67F: 3 clusters Score -1.48373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (118887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Entering Unmasked Estep 
Score: -14978885.000000 Penalty: 1898.963379
	Iteration 0F: 2 clusters Score -1.497888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -14902146.000000 Penalty: 3797.926758
	Iteration 0F: 3 clusters Score -1.490215e+07 nChanged 56932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -14935472.000000 Penalty: 3797.926758
	Iteration 1F: 3 clusters Score -1.493547e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -14936069.000000 Penalty: 3797.926758
	Iteration 2Q: 3 clusters Score -1.493607e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -14936547.000000 Penalty: 3797.926758
	Iteration 3Q: 3 clusters Score -1.493655e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -14937342.000000 Penalty: 3797.926758
	Iteration 4Q: 3 clusters Score -1.493734e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -14938245.000000 Penalty: 3797.926758
	Iteration 5Q: 3 clusters Score -1.493824e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -14939965.000000 Penalty: 3797.926758
	Iteration 6Q: 3 clusters Score -1.493996e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -14943363.000000 Penalty: 3797.926758
	Iteration 7F: 3 clusters Score -1.494336e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -14949586.000000 Penalty: 3797.926758
	Iteration 8F: 3 clusters Score -1.494959e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -14959174.000000 Penalty: 3797.926758
	Iteration 9F: 3 clusters Score -1.495917e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -14969434.000000 Penalty: 3797.926758
	Iteration 10F: 3 clusters Score -1.496943e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -14974887.000000 Penalty: 3797.926758
	Iteration 11F: 3 clusters Score -1.497489e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -14976564.000000 Penalty: 3797.926758
	Iteration 12Q: 3 clusters Score -1.497656e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -14977022.000000 Penalty: 3797.926758
	Iteration 13Q: 3 clusters Score -1.497702e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -14977143.000000 Penalty: 3797.926758
	Iteration 14Q: 3 clusters Score -1.497714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118755 members 
Entering Unmasked Estep 
Score: -14977192.000000 Penalty: 3797.926758
	Iteration 15Q: 3 clusters Score -1.497719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118765 members 
Entering Unmasked Estep 
Score: -14977203.000000 Penalty: 3797.926758
	Iteration 16Q: 3 clusters Score -1.49772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118766 members 
Entering Unmasked Estep 
Score: -14977213.000000 Penalty: 3797.926758
	Iteration 17Q: 3 clusters Score -1.497721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -14977224.000000 Penalty: 3797.926758
	Iteration 18Q: 3 clusters Score -1.497722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118768 members 
Entering Unmasked Estep 
Score: -14977220.000000 Penalty: 3797.926758
	Iteration 19Q: 3 clusters Score -1.497722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -14977224.000000 Penalty: 3797.926758
	Iteration 20F: 3 clusters Score -1.497722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -14977223.000000 Penalty: 3797.926758
	Iteration 21Q: 3 clusters Score -1.497722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 118773 members 
Entering Unmasked Estep 
Score: -14977227.000000 Penalty: 3797.926758
	Iteration 22Q: 3 clusters Score -1.497723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -14977236.000000 Penalty: 3797.926758
	Iteration 23Q: 3 clusters Score -1.497724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -14977236.000000 Penalty: 3797.926758
	Iteration 24F: 3 clusters Score -1.497724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Entering Unmasked Estep 
Score: -6371728.500000 Penalty: 1764.643677
	Iteration 0F: 2 clusters Score -6371728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6336879.500000 Penalty: 3529.287354
	Iteration 0F: 3 clusters Score -6336880 nChanged 24442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -6350521.500000 Penalty: 3529.287354
	Iteration 1F: 3 clusters Score -6350522 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -6350966.000000 Penalty: 3529.287354
	Iteration 2Q: 3 clusters Score -6350966 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6351560.500000 Penalty: 3529.287354
	Iteration 3Q: 3 clusters Score -6351560 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -6352408.000000 Penalty: 3529.287354
	Iteration 4Q: 3 clusters Score -6352408 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -6353839.000000 Penalty: 3529.287354
	Iteration 5F: 3 clusters Score -6353839 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -6356248.500000 Penalty: 3529.287354
	Iteration 6F: 3 clusters Score -6356248 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -6359803.500000 Penalty: 3529.287354
	Iteration 7F: 3 clusters Score -6359804 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -6363937.500000 Penalty: 3529.287354
	Iteration 8F: 3 clusters Score -6363938 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -6367259.500000 Penalty: 3529.287354
	Iteration 9F: 3 clusters Score -6367260 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6368975.500000 Penalty: 3529.287354
	Iteration 10Q: 3 clusters Score -6368976 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6369700.500000 Penalty: 3529.287354
	Iteration 11Q: 3 clusters Score -6369700 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6369953.500000 Penalty: 3529.287354
	Iteration 12Q: 3 clusters Score -6369954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6370028.000000 Penalty: 3529.287354
	Iteration 13Q: 3 clusters Score -6370028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6370071.500000 Penalty: 3529.287354
	Iteration 14Q: 3 clusters Score -6370072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6370101.000000 Penalty: 3529.287354
	Iteration 15Q: 3 clusters Score -6370101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6370120.500000 Penalty: 3529.287354
	Iteration 16Q: 3 clusters Score -6370120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6370135.500000 Penalty: 3529.287354
	Iteration 17Q: 3 clusters Score -6370136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6370166.000000 Penalty: 3529.287354
	Iteration 18Q: 3 clusters Score -6370166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6370187.500000 Penalty: 3529.287354
	Iteration 19Q: 3 clusters Score -6370188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6370195.500000 Penalty: 3529.287354
	Iteration 20F: 3 clusters Score -6370196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6370205.500000 Penalty: 3529.287354
	Iteration 21Q: 3 clusters Score -6370206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6370210.000000 Penalty: 3529.287354
	Iteration 22Q: 3 clusters Score -6370210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6370211.500000 Penalty: 3529.287354
	Iteration 23Q: 3 clusters Score -6370212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6370214.500000 Penalty: 3529.287354
	Iteration 24Q: 3 clusters Score -6370214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6370212.000000 Penalty: 3529.287354
	Iteration 25Q: 3 clusters Score -6370212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6370213.000000 Penalty: 3529.287354
	Iteration 26Q: 3 clusters Score -6370213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6370213.000000 Penalty: 3529.287354
	Iteration 27F: 3 clusters Score -6370213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -261757.390625 Penalty: 1249.374023
	Iteration 0F: 2 clusters Score -261757.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -259545.843750 Penalty: 2498.748047
	Iteration 0F: 3 clusters Score -259545.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -260033.140625 Penalty: 2498.748047
	Iteration 1F: 3 clusters Score -260033.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -260174.625000 Penalty: 2498.748047
	Iteration 2F: 3 clusters Score -260174.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -260266.656250 Penalty: 2498.748047
	Iteration 3F: 3 clusters Score -260266.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -260350.968750 Penalty: 2498.748047
	Iteration 4F: 3 clusters Score -260351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -260431.000000 Penalty: 2498.748047
	Iteration 5Q: 3 clusters Score -260431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -260503.234375 Penalty: 2498.748047
	Iteration 6Q: 3 clusters Score -260503.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -260570.390625 Penalty: 2498.748047
	Iteration 7Q: 3 clusters Score -260570.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -260647.968750 Penalty: 2498.748047
	Iteration 8Q: 3 clusters Score -260648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260730.921875 Penalty: 2498.748047
	Iteration 9Q: 3 clusters Score -260730.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -260802.015625 Penalty: 2498.748047
	Iteration 10Q: 3 clusters Score -260802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -260856.109375 Penalty: 2498.748047
	Iteration 11Q: 3 clusters Score -260856.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -260906.546875 Penalty: 2498.748047
	Iteration 12Q: 3 clusters Score -260906.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -260948.375000 Penalty: 2498.748047
	Iteration 13Q: 3 clusters Score -260948.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -260983.281250 Penalty: 2498.748047
	Iteration 14Q: 3 clusters Score -260983.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -260998.593750 Penalty: 2498.748047
	Iteration 15Q: 3 clusters Score -260998.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -261010.500000 Penalty: 2498.748047
	Iteration 16Q: 3 clusters Score -261010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -261024.125000 Penalty: 2498.748047
	Iteration 17Q: 3 clusters Score -261024.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -261042.031250 Penalty: 2498.748047
	Iteration 18Q: 3 clusters Score -261042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -261062.343750 Penalty: 2498.748047
	Iteration 19Q: 3 clusters Score -261062.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -261086.406250 Penalty: 2498.748047
	Iteration 20F: 3 clusters Score -261086.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -261106.296875 Penalty: 2498.748047
	Iteration 21Q: 3 clusters Score -261106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -261118.531250 Penalty: 2498.748047
	Iteration 22Q: 3 clusters Score -261118.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -261131.828125 Penalty: 2498.748047
	Iteration 23Q: 3 clusters Score -261131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -261141.359375 Penalty: 2498.748047
	Iteration 24Q: 3 clusters Score -261141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -261145.359375 Penalty: 2498.748047
	Iteration 25Q: 3 clusters Score -261145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261147.687500 Penalty: 2498.748047
	Iteration 26Q: 3 clusters Score -261147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -261151.296875 Penalty: 2498.748047
	Iteration 27Q: 3 clusters Score -261151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -261153.609375 Penalty: 2498.748047
	Iteration 28Q: 3 clusters Score -261153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -261154.390625 Penalty: 2498.748047
	Iteration 29Q: 3 clusters Score -261154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -261155.343750 Penalty: 2498.748047
	Iteration 30Q: 3 clusters Score -261155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -261155.750000 Penalty: 2498.748047
	Iteration 31Q: 3 clusters Score -261155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -261155.750000 Penalty: 2498.748047
	Iteration 32F: 3 clusters Score -261155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -18363.408203 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -18363.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17727.574219 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -17727.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18052.720703 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -18052.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18210.314453 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -18210.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18229.287109 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -18229.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18240.246094 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -18240.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18242.832031 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -18242.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18242.832031 Penalty: 1828.976929
	Iteration 6F: 3 clusters Score -18242.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (102838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Entering Unmasked Estep 
Score: -12994491.000000 Penalty: 1875.397827
	Iteration 0F: 2 clusters Score -1.299449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -12926296.000000 Penalty: 3750.795654
	Iteration 0F: 3 clusters Score -1.29263e+07 nChanged 49252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -12954819.000000 Penalty: 3750.795654
	Iteration 1F: 3 clusters Score -1.295482e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -12955914.000000 Penalty: 3750.795654
	Iteration 2Q: 3 clusters Score -1.295591e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -12957604.000000 Penalty: 3750.795654
	Iteration 3Q: 3 clusters Score -1.29576e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -12960858.000000 Penalty: 3750.795654
	Iteration 4F: 3 clusters Score -1.296086e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -12966486.000000 Penalty: 3750.795654
	Iteration 5F: 3 clusters Score -1.296649e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -12974550.000000 Penalty: 3750.795654
	Iteration 6F: 3 clusters Score -1.297455e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -12982815.000000 Penalty: 3750.795654
	Iteration 7F: 3 clusters Score -1.298282e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -12988614.000000 Penalty: 3750.795654
	Iteration 8F: 3 clusters Score -1.298861e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -12991279.000000 Penalty: 3750.795654
	Iteration 9Q: 3 clusters Score -1.299128e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -12992298.000000 Penalty: 3750.795654
	Iteration 10Q: 3 clusters Score -1.29923e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -12992810.000000 Penalty: 3750.795654
	Iteration 11Q: 3 clusters Score -1.299281e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12993051.000000 Penalty: 3750.795654
	Iteration 12Q: 3 clusters Score -1.299305e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12993177.000000 Penalty: 3750.795654
	Iteration 13Q: 3 clusters Score -1.299318e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12993228.000000 Penalty: 3750.795654
	Iteration 14Q: 3 clusters Score -1.299323e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12993226.000000 Penalty: 3750.795654
	Iteration 15Q: 3 clusters Score -1.299323e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12993253.000000 Penalty: 3750.795654
	Iteration 16Q: 3 clusters Score -1.299325e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101423 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12993264.000000 Penalty: 3750.795654
	Iteration 17Q: 3 clusters Score -1.299326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -12993267.000000 Penalty: 3750.795654
	Iteration 18Q: 3 clusters Score -1.299327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12993278.000000 Penalty: 3750.795654
	Iteration 19Q: 3 clusters Score -1.299328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12993277.000000 Penalty: 3750.795654
	Iteration 20F: 3 clusters Score -1.299328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12993283.000000 Penalty: 3750.795654
	Iteration 21Q: 3 clusters Score -1.299328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12993286.000000 Penalty: 3750.795654
	Iteration 22Q: 3 clusters Score -1.299329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12993286.000000 Penalty: 3750.795654
	Iteration 23Q: 3 clusters Score -1.299329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12993278.000000 Penalty: 3750.795654
	Iteration 24Q: 3 clusters Score -1.299328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12993278.000000 Penalty: 3750.795654
	Iteration 25Q: 3 clusters Score -1.299328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12993287.000000 Penalty: 3750.795654
	Iteration 26Q: 3 clusters Score -1.299329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101499 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12993283.000000 Penalty: 3750.795654
	Iteration 27Q: 3 clusters Score -1.299328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12993295.000000 Penalty: 3750.795654
	Iteration 28Q: 3 clusters Score -1.29933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12993291.000000 Penalty: 3750.795654
	Iteration 29Q: 3 clusters Score -1.299329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12993287.000000 Penalty: 3750.795654
	Iteration 30Q: 3 clusters Score -1.299329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12993287.000000 Penalty: 3750.795654
	Iteration 31Q: 3 clusters Score -1.299329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12993284.000000 Penalty: 3750.795654
	Iteration 32Q: 3 clusters Score -1.299328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101518 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12993287.000000 Penalty: 3750.795654
	Iteration 33Q: 3 clusters Score -1.299329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12993279.000000 Penalty: 3750.795654
	Iteration 34Q: 3 clusters Score -1.299328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12993283.000000 Penalty: 3750.795654
	Iteration 35Q: 3 clusters Score -1.299328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12993281.000000 Penalty: 3750.795654
	Iteration 36Q: 3 clusters Score -1.299328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12993288.000000 Penalty: 3750.795654
	Iteration 37Q: 3 clusters Score -1.299329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12993286.000000 Penalty: 3750.795654
	Iteration 38Q: 3 clusters Score -1.299329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12993281.000000 Penalty: 3750.795654
	Iteration 39Q: 3 clusters Score -1.299328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12993284.000000 Penalty: 3750.795654
	Iteration 40F: 3 clusters Score -1.299328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12993281.000000 Penalty: 3750.795654
	Iteration 41Q: 3 clusters Score -1.299328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12993276.000000 Penalty: 3750.795654
	Iteration 42Q: 3 clusters Score -1.299328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -12993274.000000 Penalty: 3750.795654
	Iteration 43Q: 3 clusters Score -1.299327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12993271.000000 Penalty: 3750.795654
	Iteration 44Q: 3 clusters Score -1.299327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101535 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12993264.000000 Penalty: 3750.795654
	Iteration 45Q: 3 clusters Score -1.299326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12993264.000000 Penalty: 3750.795654
	Iteration 46Q: 3 clusters Score -1.299326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12993261.000000 Penalty: 3750.795654
	Iteration 47Q: 3 clusters Score -1.299326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12993261.000000 Penalty: 3750.795654
	Iteration 48F: 3 clusters Score -1.299326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Entering Unmasked Estep 
Score: -1761908.625000 Penalty: 1555.595947
	Iteration 0F: 2 clusters Score -1761909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1751971.375000 Penalty: 3111.191895
	Iteration 0F: 3 clusters Score -1751971 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1755543.875000 Penalty: 3111.191895
	Iteration 1F: 3 clusters Score -1755544 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1755944.000000 Penalty: 3111.191895
	Iteration 2F: 3 clusters Score -1755944 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1756384.500000 Penalty: 3111.191895
	Iteration 3F: 3 clusters Score -1756384 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1756867.250000 Penalty: 3111.191895
	Iteration 4F: 3 clusters Score -1756867 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1757385.750000 Penalty: 3111.191895
	Iteration 5F: 3 clusters Score -1757386 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1757890.000000 Penalty: 3111.191895
	Iteration 6F: 3 clusters Score -1757890 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1758295.500000 Penalty: 3111.191895
	Iteration 7F: 3 clusters Score -1758296 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1758566.500000 Penalty: 3111.191895
	Iteration 8Q: 3 clusters Score -1758566 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1758798.750000 Penalty: 3111.191895
	Iteration 9Q: 3 clusters Score -1758799 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1759063.000000 Penalty: 3111.191895
	Iteration 10Q: 3 clusters Score -1759063 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1759332.000000 Penalty: 3111.191895
	Iteration 11Q: 3 clusters Score -1759332 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1759610.750000 Penalty: 3111.191895
	Iteration 12Q: 3 clusters Score -1759611 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1759867.875000 Penalty: 3111.191895
	Iteration 13Q: 3 clusters Score -1759868 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1760076.500000 Penalty: 3111.191895
	Iteration 14Q: 3 clusters Score -1760076 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1760260.875000 Penalty: 3111.191895
	Iteration 15Q: 3 clusters Score -1760261 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1760421.125000 Penalty: 3111.191895
	Iteration 16Q: 3 clusters Score -1760421 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1760568.250000 Penalty: 3111.191895
	Iteration 17Q: 3 clusters Score -1760568 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1760698.500000 Penalty: 3111.191895
	Iteration 18Q: 3 clusters Score -1760698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1760796.875000 Penalty: 3111.191895
	Iteration 19Q: 3 clusters Score -1760797 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1760881.625000 Penalty: 3111.191895
	Iteration 20F: 3 clusters Score -1760882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1760960.500000 Penalty: 3111.191895
	Iteration 21Q: 3 clusters Score -1760960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1761039.500000 Penalty: 3111.191895
	Iteration 22Q: 3 clusters Score -1761040 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1761114.375000 Penalty: 3111.191895
	Iteration 23Q: 3 clusters Score -1761114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1761161.375000 Penalty: 3111.191895
	Iteration 24Q: 3 clusters Score -1761161 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1761205.375000 Penalty: 3111.191895
	Iteration 25Q: 3 clusters Score -1761205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1761231.250000 Penalty: 3111.191895
	Iteration 26Q: 3 clusters Score -1761231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1761243.500000 Penalty: 3111.191895
	Iteration 27Q: 3 clusters Score -1761244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1761246.250000 Penalty: 3111.191895
	Iteration 28Q: 3 clusters Score -1761246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1761254.125000 Penalty: 3111.191895
	Iteration 29Q: 3 clusters Score -1761254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1761265.750000 Penalty: 3111.191895
	Iteration 30Q: 3 clusters Score -1761266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1761271.625000 Penalty: 3111.191895
	Iteration 31Q: 3 clusters Score -1761272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1761278.250000 Penalty: 3111.191895
	Iteration 32Q: 3 clusters Score -1761278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1761280.125000 Penalty: 3111.191895
	Iteration 33Q: 3 clusters Score -1761280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1761285.500000 Penalty: 3111.191895
	Iteration 34Q: 3 clusters Score -1761286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1761295.250000 Penalty: 3111.191895
	Iteration 35Q: 3 clusters Score -1761295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1761294.625000 Penalty: 3111.191895
	Iteration 36Q: 3 clusters Score -1761295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1761301.250000 Penalty: 3111.191895
	Iteration 37Q: 3 clusters Score -1761301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1761305.500000 Penalty: 3111.191895
	Iteration 38Q: 3 clusters Score -1761306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1761307.625000 Penalty: 3111.191895
	Iteration 39Q: 3 clusters Score -1761308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1761313.125000 Penalty: 3111.191895
	Iteration 40F: 3 clusters Score -1761313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1761317.375000 Penalty: 3111.191895
	Iteration 41Q: 3 clusters Score -1761317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1761316.250000 Penalty: 3111.191895
	Iteration 42Q: 3 clusters Score -1761316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1761317.250000 Penalty: 3111.191895
	Iteration 43Q: 3 clusters Score -1761317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1761315.875000 Penalty: 3111.191895
	Iteration 44Q: 3 clusters Score -1761316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1761316.875000 Penalty: 3111.191895
	Iteration 45Q: 3 clusters Score -1761317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1761317.625000 Penalty: 3111.191895
	Iteration 46Q: 3 clusters Score -1761318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1761319.000000 Penalty: 3111.191895
	Iteration 47Q: 3 clusters Score -1761319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1761317.750000 Penalty: 3111.191895
	Iteration 48Q: 3 clusters Score -1761318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1761321.000000 Penalty: 3111.191895
	Iteration 49Q: 3 clusters Score -1761321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1761318.250000 Penalty: 3111.191895
	Iteration 50Q: 3 clusters Score -1761318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1761319.500000 Penalty: 3111.191895
	Iteration 51Q: 3 clusters Score -1761320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1761319.375000 Penalty: 3111.191895
	Iteration 52Q: 3 clusters Score -1761319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1761320.625000 Penalty: 3111.191895
	Iteration 53Q: 3 clusters Score -1761321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1761323.125000 Penalty: 3111.191895
	Iteration 54Q: 3 clusters Score -1761323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1761324.250000 Penalty: 3111.191895
	Iteration 55Q: 3 clusters Score -1761324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1761326.000000 Penalty: 3111.191895
	Iteration 56Q: 3 clusters Score -1761326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1761326.750000 Penalty: 3111.191895
	Iteration 57Q: 3 clusters Score -1761327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1761328.875000 Penalty: 3111.191895
	Iteration 58Q: 3 clusters Score -1761329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1761327.500000 Penalty: 3111.191895
	Iteration 59Q: 3 clusters Score -1761328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1761327.500000 Penalty: 3111.191895
	Iteration 60F: 3 clusters Score -1761328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -191903.828125 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -191903.8 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 844 members 
Entering Unmasked Estep 
Score: -190019.812500 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -190019.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -190598.828125 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -190598.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190776.500000 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -190776.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -190903.328125 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -190903.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -191039.875000 Penalty: 2415.941650
	Iteration 4F: 3 clusters Score -191039.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -191180.031250 Penalty: 2415.941650
	Iteration 5F: 3 clusters Score -191180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -191321.937500 Penalty: 2415.941650
	Iteration 6F: 3 clusters Score -191321.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -191407.796875 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -191407.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -191474.640625 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -191474.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -191521.796875 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -191521.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -191555.609375 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -191555.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -191606.640625 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -191606.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -191678.984375 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -191679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -191747.421875 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -191747.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -191796.687500 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -191796.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -191829.687500 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -191829.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -191852.546875 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -191852.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -191869.765625 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -191869.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -191881.546875 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -191881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -191897.468750 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -191897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -191911.906250 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -191911.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -191915.187500 Penalty: 2415.941650
	Iteration 21Q: 3 clusters Score -191915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -191916.343750 Penalty: 2415.941650
	Iteration 22Q: 3 clusters Score -191916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -191916.343750 Penalty: 2415.941650
	Iteration 23F: 3 clusters Score -191916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 103559 members 
Mstep: Class 4 contains 8255 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 118887 members 
Mstep: Class 11 contains 52018 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102838 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117304 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107842 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 37957 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134019 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141746000.000000 Penalty: 97552.609375
Splitting cluster 16 changes total score from -141746880.000000 to -141746000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -626839.375000 Penalty: 1389.508423
	Iteration 0F: 2 clusters Score -626839.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -622711.812500 Penalty: 2779.016846
	Iteration 0F: 3 clusters Score -622711.8 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -623912.062500 Penalty: 2779.016846
	Iteration 1F: 3 clusters Score -623912.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -624101.750000 Penalty: 2779.016846
	Iteration 2F: 3 clusters Score -624101.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -624250.187500 Penalty: 2779.016846
	Iteration 3F: 3 clusters Score -624250.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -624396.000000 Penalty: 2779.016846
	Iteration 4Q: 3 clusters Score -624396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -624519.937500 Penalty: 2779.016846
	Iteration 5Q: 3 clusters Score -624519.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -624656.562500 Penalty: 2779.016846
	Iteration 6Q: 3 clusters Score -624656.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -624798.125000 Penalty: 2779.016846
	Iteration 7Q: 3 clusters Score -624798.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -624936.250000 Penalty: 2779.016846
	Iteration 8Q: 3 clusters Score -624936.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -625071.125000 Penalty: 2779.016846
	Iteration 9Q: 3 clusters Score -625071.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -625185.062500 Penalty: 2779.016846
	Iteration 10Q: 3 clusters Score -625185.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -625259.250000 Penalty: 2779.016846
	Iteration 11Q: 3 clusters Score -625259.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -625321.812500 Penalty: 2779.016846
	Iteration 12Q: 3 clusters Score -625321.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -625373.062500 Penalty: 2779.016846
	Iteration 13Q: 3 clusters Score -625373.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -625422.875000 Penalty: 2779.016846
	Iteration 14Q: 3 clusters Score -625422.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -625464.687500 Penalty: 2779.016846
	Iteration 15Q: 3 clusters Score -625464.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -625514.937500 Penalty: 2779.016846
	Iteration 16Q: 3 clusters Score -625514.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -625566.937500 Penalty: 2779.016846
	Iteration 17Q: 3 clusters Score -625566.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -625615.000000 Penalty: 2779.016846
	Iteration 18Q: 3 clusters Score -625615 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -625663.000000 Penalty: 2779.016846
	Iteration 19Q: 3 clusters Score -625663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -625713.625000 Penalty: 2779.016846
	Iteration 20F: 3 clusters Score -625713.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -625753.812500 Penalty: 2779.016846
	Iteration 21Q: 3 clusters Score -625753.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -625782.125000 Penalty: 2779.016846
	Iteration 22Q: 3 clusters Score -625782.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -625811.875000 Penalty: 2779.016846
	Iteration 23Q: 3 clusters Score -625811.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -625840.250000 Penalty: 2779.016846
	Iteration 24Q: 3 clusters Score -625840.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -625863.750000 Penalty: 2779.016846
	Iteration 25Q: 3 clusters Score -625863.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -625886.875000 Penalty: 2779.016846
	Iteration 26Q: 3 clusters Score -625886.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -625911.062500 Penalty: 2779.016846
	Iteration 27Q: 3 clusters Score -625911.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -625925.750000 Penalty: 2779.016846
	Iteration 28Q: 3 clusters Score -625925.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -625934.625000 Penalty: 2779.016846
	Iteration 29Q: 3 clusters Score -625934.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -625940.312500 Penalty: 2779.016846
	Iteration 30Q: 3 clusters Score -625940.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -625948.750000 Penalty: 2779.016846
	Iteration 31Q: 3 clusters Score -625948.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -625955.812500 Penalty: 2779.016846
	Iteration 32Q: 3 clusters Score -625955.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -625962.875000 Penalty: 2779.016846
	Iteration 33Q: 3 clusters Score -625962.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -625970.250000 Penalty: 2779.016846
	Iteration 34Q: 3 clusters Score -625970.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -625977.437500 Penalty: 2779.016846
	Iteration 35Q: 3 clusters Score -625977.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -625983.937500 Penalty: 2779.016846
	Iteration 36Q: 3 clusters Score -625983.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -625987.250000 Penalty: 2779.016846
	Iteration 37Q: 3 clusters Score -625987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -625992.312500 Penalty: 2779.016846
	Iteration 38Q: 3 clusters Score -625992.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -625996.625000 Penalty: 2779.016846
	Iteration 39Q: 3 clusters Score -625996.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -626004.562500 Penalty: 2779.016846
	Iteration 40F: 3 clusters Score -626004.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -626014.562500 Penalty: 2779.016846
	Iteration 41Q: 3 clusters Score -626014.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -626029.500000 Penalty: 2779.016846
	Iteration 42Q: 3 clusters Score -626029.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -626041.687500 Penalty: 2779.016846
	Iteration 43Q: 3 clusters Score -626041.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -626052.000000 Penalty: 2779.016846
	Iteration 44Q: 3 clusters Score -626052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -626058.250000 Penalty: 2779.016846
	Iteration 45Q: 3 clusters Score -626058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -626063.437500 Penalty: 2779.016846
	Iteration 46Q: 3 clusters Score -626063.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -626068.125000 Penalty: 2779.016846
	Iteration 47Q: 3 clusters Score -626068.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -626072.625000 Penalty: 2779.016846
	Iteration 48Q: 3 clusters Score -626072.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -626078.000000 Penalty: 2779.016846
	Iteration 49Q: 3 clusters Score -626078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -626085.000000 Penalty: 2779.016846
	Iteration 50Q: 3 clusters Score -626085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -626097.687500 Penalty: 2779.016846
	Iteration 51Q: 3 clusters Score -626097.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -626109.250000 Penalty: 2779.016846
	Iteration 52Q: 3 clusters Score -626109.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -626127.312500 Penalty: 2779.016846
	Iteration 53Q: 3 clusters Score -626127.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -626139.375000 Penalty: 2779.016846
	Iteration 54Q: 3 clusters Score -626139.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -626151.375000 Penalty: 2779.016846
	Iteration 55Q: 3 clusters Score -626151.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -626165.812500 Penalty: 2779.016846
	Iteration 56Q: 3 clusters Score -626165.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -626183.187500 Penalty: 2779.016846
	Iteration 57Q: 3 clusters Score -626183.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -626202.125000 Penalty: 2779.016846
	Iteration 58Q: 3 clusters Score -626202.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -626217.937500 Penalty: 2779.016846
	Iteration 59Q: 3 clusters Score -626217.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -626235.750000 Penalty: 2779.016846
	Iteration 60F: 3 clusters Score -626235.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -626253.562500 Penalty: 2779.016846
	Iteration 61Q: 3 clusters Score -626253.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -626265.187500 Penalty: 2779.016846
	Iteration 62Q: 3 clusters Score -626265.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -626271.937500 Penalty: 2779.016846
	Iteration 63Q: 3 clusters Score -626271.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -626278.437500 Penalty: 2779.016846
	Iteration 64Q: 3 clusters Score -626278.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -626289.500000 Penalty: 2779.016846
	Iteration 65Q: 3 clusters Score -626289.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -626295.812500 Penalty: 2779.016846
	Iteration 66Q: 3 clusters Score -626295.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -626303.375000 Penalty: 2779.016846
	Iteration 67Q: 3 clusters Score -626303.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -626308.750000 Penalty: 2779.016846
	Iteration 68Q: 3 clusters Score -626308.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -626313.125000 Penalty: 2779.016846
	Iteration 69Q: 3 clusters Score -626313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -626315.625000 Penalty: 2779.016846
	Iteration 70Q: 3 clusters Score -626315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -626319.250000 Penalty: 2779.016846
	Iteration 71Q: 3 clusters Score -626319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -626320.250000 Penalty: 2779.016846
	Iteration 72Q: 3 clusters Score -626320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -626319.625000 Penalty: 2779.016846
	Iteration 73Q: 3 clusters Score -626319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -626319.750000 Penalty: 2779.016846
	Iteration 74Q: 3 clusters Score -626319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -626320.687500 Penalty: 2779.016846
	Iteration 75Q: 3 clusters Score -626320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -626320.687500 Penalty: 2779.016846
	Iteration 76F: 3 clusters Score -626320.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (117304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Entering Unmasked Estep 
Score: -14740887.000000 Penalty: 1896.785278
	Iteration 0F: 2 clusters Score -1.474089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -14665804.000000 Penalty: 3793.570557
	Iteration 0F: 3 clusters Score -1.46658e+07 nChanged 56371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -14699168.000000 Penalty: 3793.570557
	Iteration 1F: 3 clusters Score -1.469917e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -14699995.000000 Penalty: 3793.570557
	Iteration 2Q: 3 clusters Score -1.47e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -14701437.000000 Penalty: 3793.570557
	Iteration 3Q: 3 clusters Score -1.470144e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -14703257.000000 Penalty: 3793.570557
	Iteration 4Q: 3 clusters Score -1.470326e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -14706246.000000 Penalty: 3793.570557
	Iteration 5Q: 3 clusters Score -1.470625e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -14711177.000000 Penalty: 3793.570557
	Iteration 6F: 3 clusters Score -1.471118e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -14717967.000000 Penalty: 3793.570557
	Iteration 7F: 3 clusters Score -1.471797e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -14724770.000000 Penalty: 3793.570557
	Iteration 8F: 3 clusters Score -1.472477e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -14729906.000000 Penalty: 3793.570557
	Iteration 9F: 3 clusters Score -1.472991e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -14733145.000000 Penalty: 3793.570557
	Iteration 10Q: 3 clusters Score -1.473314e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -14735195.000000 Penalty: 3793.570557
	Iteration 11Q: 3 clusters Score -1.47352e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -14736431.000000 Penalty: 3793.570557
	Iteration 12Q: 3 clusters Score -1.473643e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -14737291.000000 Penalty: 3793.570557
	Iteration 13Q: 3 clusters Score -1.473729e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113119 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -14737982.000000 Penalty: 3793.570557
	Iteration 14Q: 3 clusters Score -1.473798e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114257 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -14738429.000000 Penalty: 3793.570557
	Iteration 15Q: 3 clusters Score -1.473843e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14738743.000000 Penalty: 3793.570557
	Iteration 16Q: 3 clusters Score -1.473874e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -14739000.000000 Penalty: 3793.570557
	Iteration 17Q: 3 clusters Score -1.4739e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115950 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14739092.000000 Penalty: 3793.570557
	Iteration 18Q: 3 clusters Score -1.473909e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14739207.000000 Penalty: 3793.570557
	Iteration 19Q: 3 clusters Score -1.473921e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14739257.000000 Penalty: 3793.570557
	Iteration 20F: 3 clusters Score -1.473926e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14739288.000000 Penalty: 3793.570557
	Iteration 21Q: 3 clusters Score -1.473929e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14739305.000000 Penalty: 3793.570557
	Iteration 22Q: 3 clusters Score -1.47393e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116597 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14739311.000000 Penalty: 3793.570557
	Iteration 23Q: 3 clusters Score -1.473931e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116628 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14739328.000000 Penalty: 3793.570557
	Iteration 24Q: 3 clusters Score -1.473933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14739360.000000 Penalty: 3793.570557
	Iteration 25Q: 3 clusters Score -1.473936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14739390.000000 Penalty: 3793.570557
	Iteration 26Q: 3 clusters Score -1.473939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116717 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14739401.000000 Penalty: 3793.570557
	Iteration 27Q: 3 clusters Score -1.47394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116738 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14739401.000000 Penalty: 3793.570557
	Iteration 28Q: 3 clusters Score -1.47394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14739419.000000 Penalty: 3793.570557
	Iteration 29Q: 3 clusters Score -1.473942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14739440.000000 Penalty: 3793.570557
	Iteration 30Q: 3 clusters Score -1.473944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14739446.000000 Penalty: 3793.570557
	Iteration 31Q: 3 clusters Score -1.473945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -14739451.000000 Penalty: 3793.570557
	Iteration 32Q: 3 clusters Score -1.473945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14739465.000000 Penalty: 3793.570557
	Iteration 33Q: 3 clusters Score -1.473946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116780 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14739481.000000 Penalty: 3793.570557
	Iteration 34Q: 3 clusters Score -1.473948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14739503.000000 Penalty: 3793.570557
	Iteration 35Q: 3 clusters Score -1.47395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14739514.000000 Penalty: 3793.570557
	Iteration 36Q: 3 clusters Score -1.473951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14739511.000000 Penalty: 3793.570557
	Iteration 37Q: 3 clusters Score -1.473951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116804 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14739500.000000 Penalty: 3793.570557
	Iteration 38Q: 3 clusters Score -1.47395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116814 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14739517.000000 Penalty: 3793.570557
	Iteration 39Q: 3 clusters Score -1.473952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -14739524.000000 Penalty: 3793.570557
	Iteration 40F: 3 clusters Score -1.473952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116819 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -14739527.000000 Penalty: 3793.570557
	Iteration 41Q: 3 clusters Score -1.473953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -14739533.000000 Penalty: 3793.570557
	Iteration 42Q: 3 clusters Score -1.473953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116824 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -14739546.000000 Penalty: 3793.570557
	Iteration 43Q: 3 clusters Score -1.473955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14739540.000000 Penalty: 3793.570557
	Iteration 44Q: 3 clusters Score -1.473954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14739541.000000 Penalty: 3793.570557
	Iteration 45Q: 3 clusters Score -1.473954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116833 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -14739535.000000 Penalty: 3793.570557
	Iteration 46Q: 3 clusters Score -1.473954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14739542.000000 Penalty: 3793.570557
	Iteration 47Q: 3 clusters Score -1.473954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14739548.000000 Penalty: 3793.570557
	Iteration 48Q: 3 clusters Score -1.473955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14739560.000000 Penalty: 3793.570557
	Iteration 49Q: 3 clusters Score -1.473956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14739560.000000 Penalty: 3793.570557
	Iteration 50Q: 3 clusters Score -1.473956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116832 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14739555.000000 Penalty: 3793.570557
	Iteration 51Q: 3 clusters Score -1.473956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116831 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -14739570.000000 Penalty: 3793.570557
	Iteration 52Q: 3 clusters Score -1.473957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14739571.000000 Penalty: 3793.570557
	Iteration 53Q: 3 clusters Score -1.473957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14739579.000000 Penalty: 3793.570557
	Iteration 54Q: 3 clusters Score -1.473958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116827 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14739578.000000 Penalty: 3793.570557
	Iteration 55Q: 3 clusters Score -1.473958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14739577.000000 Penalty: 3793.570557
	Iteration 56Q: 3 clusters Score -1.473958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14739577.000000 Penalty: 3793.570557
	Iteration 57F: 3 clusters Score -1.473958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -63983.398438 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -63983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62792.500000 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -62792.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63049.812500 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -63049.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63225.433594 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -63225.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63372.777344 Penalty: 2091.227539
	Iteration 3F: 3 clusters Score -63372.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -63472.515625 Penalty: 2091.227539
	Iteration 4F: 3 clusters Score -63472.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63607.167969 Penalty: 2091.227539
	Iteration 5F: 3 clusters Score -63607.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63654.417969 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -63654.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -63666.554688 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -63666.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63680.878906 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -63680.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63688.699219 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -63688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -63691.101562 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -63691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63692.058594 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -63692.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63694.808594 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -63694.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63695.789062 Penalty: 2091.227539
	Iteration 13Q: 3 clusters Score -63695.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63695.789062 Penalty: 2091.227539
	Iteration 14F: 3 clusters Score -63695.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Entering Unmasked Estep 
Score: -13651191.000000 Penalty: 1883.118652
	Iteration 0F: 2 clusters Score -1.365119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -13580833.000000 Penalty: 3766.237305
	Iteration 0F: 3 clusters Score -1.358083e+07 nChanged 51522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -13610667.000000 Penalty: 3766.237305
	Iteration 1F: 3 clusters Score -1.361067e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -13611512.000000 Penalty: 3766.237305
	Iteration 2Q: 3 clusters Score -1.361151e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -13612752.000000 Penalty: 3766.237305
	Iteration 3Q: 3 clusters Score -1.361275e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -13614334.000000 Penalty: 3766.237305
	Iteration 4Q: 3 clusters Score -1.361433e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -13616639.000000 Penalty: 3766.237305
	Iteration 5Q: 3 clusters Score -1.361664e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -13620380.000000 Penalty: 3766.237305
	Iteration 6F: 3 clusters Score -1.362038e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -13625667.000000 Penalty: 3766.237305
	Iteration 7F: 3 clusters Score -1.362567e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -13632008.000000 Penalty: 3766.237305
	Iteration 8F: 3 clusters Score -1.363201e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -13637053.000000 Penalty: 3766.237305
	Iteration 9F: 3 clusters Score -1.363705e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -13639458.000000 Penalty: 3766.237305
	Iteration 10Q: 3 clusters Score -1.363946e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -13640807.000000 Penalty: 3766.237305
	Iteration 11Q: 3 clusters Score -1.364081e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -13641950.000000 Penalty: 3766.237305
	Iteration 12Q: 3 clusters Score -1.364195e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -13642828.000000 Penalty: 3766.237305
	Iteration 13Q: 3 clusters Score -1.364283e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -13643655.000000 Penalty: 3766.237305
	Iteration 14Q: 3 clusters Score -1.364366e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -13644387.000000 Penalty: 3766.237305
	Iteration 15Q: 3 clusters Score -1.364439e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -13645102.000000 Penalty: 3766.237305
	Iteration 16Q: 3 clusters Score -1.36451e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -13645819.000000 Penalty: 3766.237305
	Iteration 17Q: 3 clusters Score -1.364582e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -13646472.000000 Penalty: 3766.237305
	Iteration 18Q: 3 clusters Score -1.364647e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
Score: -13646884.000000 Penalty: 3766.237305
	Iteration 19Q: 3 clusters Score -1.364688e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -13647329.000000 Penalty: 3766.237305
	Iteration 20F: 3 clusters Score -1.364733e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -13647830.000000 Penalty: 3766.237305
	Iteration 21Q: 3 clusters Score -1.364783e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -13648096.000000 Penalty: 3766.237305
	Iteration 22Q: 3 clusters Score -1.36481e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -13648396.000000 Penalty: 3766.237305
	Iteration 23Q: 3 clusters Score -1.36484e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 104304 members 
Entering Unmasked Estep 
Score: -13648744.000000 Penalty: 3766.237305
	Iteration 24Q: 3 clusters Score -1.364874e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -13648974.000000 Penalty: 3766.237305
	Iteration 25Q: 3 clusters Score -1.364897e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -13649149.000000 Penalty: 3766.237305
	Iteration 26Q: 3 clusters Score -1.364915e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 105650 members 
Entering Unmasked Estep 
Score: -13649278.000000 Penalty: 3766.237305
	Iteration 27Q: 3 clusters Score -1.364928e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -13649413.000000 Penalty: 3766.237305
	Iteration 28Q: 3 clusters Score -1.364941e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -13649539.000000 Penalty: 3766.237305
	Iteration 29Q: 3 clusters Score -1.364954e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 106329 members 
Entering Unmasked Estep 
Score: -13649599.000000 Penalty: 3766.237305
	Iteration 30Q: 3 clusters Score -1.36496e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -13649648.000000 Penalty: 3766.237305
	Iteration 31Q: 3 clusters Score -1.364965e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -13649672.000000 Penalty: 3766.237305
	Iteration 32Q: 3 clusters Score -1.364967e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -13649704.000000 Penalty: 3766.237305
	Iteration 33Q: 3 clusters Score -1.36497e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -13649738.000000 Penalty: 3766.237305
	Iteration 34Q: 3 clusters Score -1.364974e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -13649756.000000 Penalty: 3766.237305
	Iteration 35Q: 3 clusters Score -1.364976e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -13649774.000000 Penalty: 3766.237305
	Iteration 36Q: 3 clusters Score -1.364977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -13649763.000000 Penalty: 3766.237305
	Iteration 37Q: 3 clusters Score -1.364976e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -13649790.000000 Penalty: 3766.237305
	Iteration 38Q: 3 clusters Score -1.364979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -13649798.000000 Penalty: 3766.237305
	Iteration 39Q: 3 clusters Score -1.36498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -13649811.000000 Penalty: 3766.237305
	Iteration 40F: 3 clusters Score -1.364981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -13649810.000000 Penalty: 3766.237305
	Iteration 41Q: 3 clusters Score -1.364981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -13649815.000000 Penalty: 3766.237305
	Iteration 42Q: 3 clusters Score -1.364982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 107050 members 
Entering Unmasked Estep 
Score: -13649826.000000 Penalty: 3766.237305
	Iteration 43Q: 3 clusters Score -1.364983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -13649831.000000 Penalty: 3766.237305
	Iteration 44Q: 3 clusters Score -1.364983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -13649837.000000 Penalty: 3766.237305
	Iteration 45Q: 3 clusters Score -1.364984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -13649831.000000 Penalty: 3766.237305
	Iteration 46Q: 3 clusters Score -1.364983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -13649832.000000 Penalty: 3766.237305
	Iteration 47Q: 3 clusters Score -1.364983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 107096 members 
Entering Unmasked Estep 
Score: -13649836.000000 Penalty: 3766.237305
	Iteration 48Q: 3 clusters Score -1.364984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 107105 members 
Entering Unmasked Estep 
Score: -13649843.000000 Penalty: 3766.237305
	Iteration 49Q: 3 clusters Score -1.364984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -13649835.000000 Penalty: 3766.237305
	Iteration 50Q: 3 clusters Score -1.364984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -13649841.000000 Penalty: 3766.237305
	Iteration 51Q: 3 clusters Score -1.364984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -13649850.000000 Penalty: 3766.237305
	Iteration 52Q: 3 clusters Score -1.364985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 107119 members 
Entering Unmasked Estep 
Score: -13649847.000000 Penalty: 3766.237305
	Iteration 53Q: 3 clusters Score -1.364985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 107119 members 
Entering Unmasked Estep 
Score: -13649841.000000 Penalty: 3766.237305
	Iteration 54Q: 3 clusters Score -1.364984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -13649841.000000 Penalty: 3766.237305
	Iteration 55Q: 3 clusters Score -1.364984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 107123 members 
Entering Unmasked Estep 
Score: -13649839.000000 Penalty: 3766.237305
	Iteration 56Q: 3 clusters Score -1.364984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -13649834.000000 Penalty: 3766.237305
	Iteration 57Q: 3 clusters Score -1.364983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -13649838.000000 Penalty: 3766.237305
	Iteration 58Q: 3 clusters Score -1.364984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
Score: -13649841.000000 Penalty: 3766.237305
	Iteration 59Q: 3 clusters Score -1.364984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 107127 members 
Entering Unmasked Estep 
Score: -13649841.000000 Penalty: 3766.237305
	Iteration 60F: 3 clusters Score -1.364984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -14071.125977 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -14071.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13446.124023 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -13446.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13609.486328 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -13609.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13682.658203 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -13682.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13700.838867 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -13700.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13709.813477 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -13709.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13709.813477 Penalty: 1701.843628
	Iteration 5F: 3 clusters Score -13709.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Entering Unmasked Estep 
Score: -1140898.875000 Penalty: 1484.292358
	Iteration 0F: 2 clusters Score -1140899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1134245.500000 Penalty: 2968.584717
	Iteration 0F: 3 clusters Score -1134246 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1136458.000000 Penalty: 2968.584717
	Iteration 1F: 3 clusters Score -1136458 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1137063.000000 Penalty: 2968.584717
	Iteration 2F: 3 clusters Score -1137063 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1137805.750000 Penalty: 2968.584717
	Iteration 3F: 3 clusters Score -1137806 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1138516.125000 Penalty: 2968.584717
	Iteration 4F: 3 clusters Score -1138516 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1139000.000000 Penalty: 2968.584717
	Iteration 5F: 3 clusters Score -1139000 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1139287.375000 Penalty: 2968.584717
	Iteration 6Q: 3 clusters Score -1139287 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1139475.875000 Penalty: 2968.584717
	Iteration 7Q: 3 clusters Score -1139476 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1139615.000000 Penalty: 2968.584717
	Iteration 8Q: 3 clusters Score -1139615 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1139703.500000 Penalty: 2968.584717
	Iteration 9Q: 3 clusters Score -1139704 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1139761.750000 Penalty: 2968.584717
	Iteration 10Q: 3 clusters Score -1139762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1139818.375000 Penalty: 2968.584717
	Iteration 11Q: 3 clusters Score -1139818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1139867.500000 Penalty: 2968.584717
	Iteration 12Q: 3 clusters Score -1139868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1139910.875000 Penalty: 2968.584717
	Iteration 13Q: 3 clusters Score -1139911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1139954.750000 Penalty: 2968.584717
	Iteration 14Q: 3 clusters Score -1139955 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1139980.625000 Penalty: 2968.584717
	Iteration 15Q: 3 clusters Score -1139981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1140000.500000 Penalty: 2968.584717
	Iteration 16Q: 3 clusters Score -1140000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1140008.875000 Penalty: 2968.584717
	Iteration 17Q: 3 clusters Score -1140009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1140012.750000 Penalty: 2968.584717
	Iteration 18Q: 3 clusters Score -1140013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1140019.625000 Penalty: 2968.584717
	Iteration 19Q: 3 clusters Score -1140020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1140022.000000 Penalty: 2968.584717
	Iteration 20F: 3 clusters Score -1140022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1140026.750000 Penalty: 2968.584717
	Iteration 21Q: 3 clusters Score -1140027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1140033.125000 Penalty: 2968.584717
	Iteration 22Q: 3 clusters Score -1140033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1140036.000000 Penalty: 2968.584717
	Iteration 23Q: 3 clusters Score -1140036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1140045.125000 Penalty: 2968.584717
	Iteration 24Q: 3 clusters Score -1140045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1140048.875000 Penalty: 2968.584717
	Iteration 25Q: 3 clusters Score -1140049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1140056.750000 Penalty: 2968.584717
	Iteration 26Q: 3 clusters Score -1140057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1140062.625000 Penalty: 2968.584717
	Iteration 27Q: 3 clusters Score -1140063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1140068.500000 Penalty: 2968.584717
	Iteration 28Q: 3 clusters Score -1140068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1140072.250000 Penalty: 2968.584717
	Iteration 29Q: 3 clusters Score -1140072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1140079.625000 Penalty: 2968.584717
	Iteration 30Q: 3 clusters Score -1140080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1140087.000000 Penalty: 2968.584717
	Iteration 31Q: 3 clusters Score -1140087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1140087.875000 Penalty: 2968.584717
	Iteration 32Q: 3 clusters Score -1140088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1140093.875000 Penalty: 2968.584717
	Iteration 33Q: 3 clusters Score -1140094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1140097.000000 Penalty: 2968.584717
	Iteration 34Q: 3 clusters Score -1140097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1140102.375000 Penalty: 2968.584717
	Iteration 35Q: 3 clusters Score -1140102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1140109.125000 Penalty: 2968.584717
	Iteration 36Q: 3 clusters Score -1140109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1140118.000000 Penalty: 2968.584717
	Iteration 37Q: 3 clusters Score -1140118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1140121.125000 Penalty: 2968.584717
	Iteration 38Q: 3 clusters Score -1140121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1140128.125000 Penalty: 2968.584717
	Iteration 39Q: 3 clusters Score -1140128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1140133.250000 Penalty: 2968.584717
	Iteration 40F: 3 clusters Score -1140133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1140136.000000 Penalty: 2968.584717
	Iteration 41Q: 3 clusters Score -1140136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1140142.125000 Penalty: 2968.584717
	Iteration 42Q: 3 clusters Score -1140142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1140141.500000 Penalty: 2968.584717
	Iteration 43Q: 3 clusters Score -1140142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1140148.000000 Penalty: 2968.584717
	Iteration 44Q: 3 clusters Score -1140148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1140149.250000 Penalty: 2968.584717
	Iteration 45Q: 3 clusters Score -1140149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1140154.625000 Penalty: 2968.584717
	Iteration 46Q: 3 clusters Score -1140155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1140157.250000 Penalty: 2968.584717
	Iteration 47Q: 3 clusters Score -1140157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1140160.500000 Penalty: 2968.584717
	Iteration 48Q: 3 clusters Score -1140160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1140160.375000 Penalty: 2968.584717
	Iteration 49Q: 3 clusters Score -1140160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1140161.875000 Penalty: 2968.584717
	Iteration 50Q: 3 clusters Score -1140162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1140162.875000 Penalty: 2968.584717
	Iteration 51Q: 3 clusters Score -1140163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1140162.625000 Penalty: 2968.584717
	Iteration 52Q: 3 clusters Score -1140163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1140165.500000 Penalty: 2968.584717
	Iteration 53Q: 3 clusters Score -1140166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1140164.250000 Penalty: 2968.584717
	Iteration 54Q: 3 clusters Score -1140164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1140164.750000 Penalty: 2968.584717
	Iteration 55Q: 3 clusters Score -1140165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1140163.000000 Penalty: 2968.584717
	Iteration 56Q: 3 clusters Score -1140163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1140166.375000 Penalty: 2968.584717
	Iteration 57Q: 3 clusters Score -1140166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1140165.000000 Penalty: 2968.584717
	Iteration 58Q: 3 clusters Score -1140165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1140165.750000 Penalty: 2968.584717
	Iteration 59Q: 3 clusters Score -1140166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1140165.750000 Penalty: 2968.584717
	Iteration 60F: 3 clusters Score -1140166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25272.324219 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25272.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24433.654297 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24433.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24693.603516 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24693.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24821.128906 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -24821.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24862.544922 Penalty: 1850.463013
	Iteration 3F: 3 clusters Score -24862.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24877.171875 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -24877.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24883.117188 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -24883.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24927.716797 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -24927.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24938.195312 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -24938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24954.773438 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -24954.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24970.933594 Penalty: 1850.463013
	Iteration 9Q: 3 clusters Score -24970.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24982.335938 Penalty: 1850.463013
	Iteration 10Q: 3 clusters Score -24982.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24984.871094 Penalty: 1850.463013
	Iteration 11Q: 3 clusters Score -24984.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24984.871094 Penalty: 1850.463013
	Iteration 12F: 3 clusters Score -24984.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -264200.718750 Penalty: 1249.299561
	Iteration 0F: 2 clusters Score -264200.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262022.281250 Penalty: 2498.599121
	Iteration 0F: 3 clusters Score -262022.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -262547.656250 Penalty: 2498.599121
	Iteration 1F: 3 clusters Score -262547.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -262700.562500 Penalty: 2498.599121
	Iteration 2F: 3 clusters Score -262700.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -262805.906250 Penalty: 2498.599121
	Iteration 3F: 3 clusters Score -262805.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -262925.437500 Penalty: 2498.599121
	Iteration 4Q: 3 clusters Score -262925.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -263093.250000 Penalty: 2498.599121
	Iteration 5Q: 3 clusters Score -263093.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -263263.531250 Penalty: 2498.599121
	Iteration 6Q: 3 clusters Score -263263.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -263449.000000 Penalty: 2498.599121
	Iteration 7F: 3 clusters Score -263449 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -263607.343750 Penalty: 2498.599121
	Iteration 8Q: 3 clusters Score -263607.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -263727.375000 Penalty: 2498.599121
	Iteration 9Q: 3 clusters Score -263727.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -263796.093750 Penalty: 2498.599121
	Iteration 10Q: 3 clusters Score -263796.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -263826.468750 Penalty: 2498.599121
	Iteration 11Q: 3 clusters Score -263826.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -263844.687500 Penalty: 2498.599121
	Iteration 12Q: 3 clusters Score -263844.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -263858.718750 Penalty: 2498.599121
	Iteration 13Q: 3 clusters Score -263858.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -263877.156250 Penalty: 2498.599121
	Iteration 14Q: 3 clusters Score -263877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -263895.187500 Penalty: 2498.599121
	Iteration 15Q: 3 clusters Score -263895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -263911.968750 Penalty: 2498.599121
	Iteration 16Q: 3 clusters Score -263912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263929.281250 Penalty: 2498.599121
	Iteration 17Q: 3 clusters Score -263929.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -263943.062500 Penalty: 2498.599121
	Iteration 18Q: 3 clusters Score -263943.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -263951.750000 Penalty: 2498.599121
	Iteration 19Q: 3 clusters Score -263951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -263963.375000 Penalty: 2498.599121
	Iteration 20F: 3 clusters Score -263963.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -263978.281250 Penalty: 2498.599121
	Iteration 21Q: 3 clusters Score -263978.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -263998.000000 Penalty: 2498.599121
	Iteration 22Q: 3 clusters Score -263998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -264022.218750 Penalty: 2498.599121
	Iteration 23Q: 3 clusters Score -264022.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -264069.187500 Penalty: 2498.599121
	Iteration 24Q: 3 clusters Score -264069.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -264137.562500 Penalty: 2498.599121
	Iteration 25Q: 3 clusters Score -264137.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -264185.250000 Penalty: 2498.599121
	Iteration 26Q: 3 clusters Score -264185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -264203.468750 Penalty: 2498.599121
	Iteration 27Q: 3 clusters Score -264203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -264211.125000 Penalty: 2498.599121
	Iteration 28Q: 3 clusters Score -264211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -264213.937500 Penalty: 2498.599121
	Iteration 29Q: 3 clusters Score -264213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -264213.875000 Penalty: 2498.599121
	Iteration 30Q: 3 clusters Score -264213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -264213.875000 Penalty: 2498.599121
	Iteration 31F: 3 clusters Score -264213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 103559 members 
Mstep: Class 4 contains 8255 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 118887 members 
Mstep: Class 11 contains 52018 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102838 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117304 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107842 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 37957 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134019 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141745856.000000 Penalty: 97552.609375
Splitting cluster 25 changes total score from -141746880.000000 to -141745856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -65579.953125 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -65579.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64461.093750 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -64461.09 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64817.265625 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -64817.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64972.371094 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -64972.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65082.449219 Penalty: 2098.959961
	Iteration 3F: 3 clusters Score -65082.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65187.761719 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -65187.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65270.402344 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -65270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65296.921875 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -65296.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65304.546875 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -65304.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65304.546875 Penalty: 2098.959961
	Iteration 8F: 3 clusters Score -65304.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Entering Unmasked Estep 
Score: -1964687.375000 Penalty: 1573.714722
	Iteration 0F: 2 clusters Score -1964687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1953515.875000 Penalty: 3147.429443
	Iteration 0F: 3 clusters Score -1953516 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1957779.750000 Penalty: 3147.429443
	Iteration 1F: 3 clusters Score -1957780 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1958370.625000 Penalty: 3147.429443
	Iteration 2F: 3 clusters Score -1958371 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1959029.125000 Penalty: 3147.429443
	Iteration 3F: 3 clusters Score -1959029 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1959745.375000 Penalty: 3147.429443
	Iteration 4F: 3 clusters Score -1959745 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1960487.125000 Penalty: 3147.429443
	Iteration 5F: 3 clusters Score -1960487 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1961162.125000 Penalty: 3147.429443
	Iteration 6F: 3 clusters Score -1961162 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1961759.125000 Penalty: 3147.429443
	Iteration 7Q: 3 clusters Score -1961759 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1962271.125000 Penalty: 3147.429443
	Iteration 8Q: 3 clusters Score -1962271 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1962693.125000 Penalty: 3147.429443
	Iteration 9Q: 3 clusters Score -1962693 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1963000.625000 Penalty: 3147.429443
	Iteration 10Q: 3 clusters Score -1963001 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1963203.125000 Penalty: 3147.429443
	Iteration 11Q: 3 clusters Score -1963203 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1963303.625000 Penalty: 3147.429443
	Iteration 12Q: 3 clusters Score -1963304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1963366.875000 Penalty: 3147.429443
	Iteration 13Q: 3 clusters Score -1963367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1963400.250000 Penalty: 3147.429443
	Iteration 14Q: 3 clusters Score -1963400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1963422.250000 Penalty: 3147.429443
	Iteration 15Q: 3 clusters Score -1963422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1963445.125000 Penalty: 3147.429443
	Iteration 16Q: 3 clusters Score -1963445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1963459.250000 Penalty: 3147.429443
	Iteration 17Q: 3 clusters Score -1963459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1963469.250000 Penalty: 3147.429443
	Iteration 18Q: 3 clusters Score -1963469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1963475.000000 Penalty: 3147.429443
	Iteration 19Q: 3 clusters Score -1963475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1963474.500000 Penalty: 3147.429443
	Iteration 20F: 3 clusters Score -1963474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1963482.500000 Penalty: 3147.429443
	Iteration 21Q: 3 clusters Score -1963482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1963482.750000 Penalty: 3147.429443
	Iteration 22Q: 3 clusters Score -1963483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1963481.750000 Penalty: 3147.429443
	Iteration 23Q: 3 clusters Score -1963482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1963481.250000 Penalty: 3147.429443
	Iteration 24Q: 3 clusters Score -1963481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1963483.625000 Penalty: 3147.429443
	Iteration 25Q: 3 clusters Score -1963484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1963487.000000 Penalty: 3147.429443
	Iteration 26Q: 3 clusters Score -1963487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1963488.125000 Penalty: 3147.429443
	Iteration 27Q: 3 clusters Score -1963488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1963492.500000 Penalty: 3147.429443
	Iteration 28Q: 3 clusters Score -1963492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1963501.875000 Penalty: 3147.429443
	Iteration 29Q: 3 clusters Score -1963502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1963501.125000 Penalty: 3147.429443
	Iteration 30Q: 3 clusters Score -1963501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1963503.625000 Penalty: 3147.429443
	Iteration 31Q: 3 clusters Score -1963504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1963506.500000 Penalty: 3147.429443
	Iteration 32Q: 3 clusters Score -1963506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1963509.000000 Penalty: 3147.429443
	Iteration 33Q: 3 clusters Score -1963509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1963508.500000 Penalty: 3147.429443
	Iteration 34Q: 3 clusters Score -1963508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1963509.500000 Penalty: 3147.429443
	Iteration 35Q: 3 clusters Score -1963510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1963511.625000 Penalty: 3147.429443
	Iteration 36Q: 3 clusters Score -1963512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1963516.000000 Penalty: 3147.429443
	Iteration 37Q: 3 clusters Score -1963516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1963518.875000 Penalty: 3147.429443
	Iteration 38Q: 3 clusters Score -1963519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1963523.250000 Penalty: 3147.429443
	Iteration 39Q: 3 clusters Score -1963523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1963525.750000 Penalty: 3147.429443
	Iteration 40F: 3 clusters Score -1963526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1963529.375000 Penalty: 3147.429443
	Iteration 41Q: 3 clusters Score -1963529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1963534.875000 Penalty: 3147.429443
	Iteration 42Q: 3 clusters Score -1963535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1963541.250000 Penalty: 3147.429443
	Iteration 43Q: 3 clusters Score -1963541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1963549.000000 Penalty: 3147.429443
	Iteration 44Q: 3 clusters Score -1963549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1963550.750000 Penalty: 3147.429443
	Iteration 45Q: 3 clusters Score -1963551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1963551.625000 Penalty: 3147.429443
	Iteration 46Q: 3 clusters Score -1963552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1963552.750000 Penalty: 3147.429443
	Iteration 47Q: 3 clusters Score -1963553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1963552.375000 Penalty: 3147.429443
	Iteration 48Q: 3 clusters Score -1963552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1963554.125000 Penalty: 3147.429443
	Iteration 49Q: 3 clusters Score -1963554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1963558.875000 Penalty: 3147.429443
	Iteration 50Q: 3 clusters Score -1963559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1963560.000000 Penalty: 3147.429443
	Iteration 51Q: 3 clusters Score -1963560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1963561.750000 Penalty: 3147.429443
	Iteration 52Q: 3 clusters Score -1963562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1963564.250000 Penalty: 3147.429443
	Iteration 53Q: 3 clusters Score -1963564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1963569.750000 Penalty: 3147.429443
	Iteration 54Q: 3 clusters Score -1963570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1963573.625000 Penalty: 3147.429443
	Iteration 55Q: 3 clusters Score -1963574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1963575.375000 Penalty: 3147.429443
	Iteration 56Q: 3 clusters Score -1963575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1963577.250000 Penalty: 3147.429443
	Iteration 57Q: 3 clusters Score -1963577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1963579.625000 Penalty: 3147.429443
	Iteration 58Q: 3 clusters Score -1963580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1963578.000000 Penalty: 3147.429443
	Iteration 59Q: 3 clusters Score -1963578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1963578.000000 Penalty: 3147.429443
	Iteration 60F: 3 clusters Score -1963578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (37957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Entering Unmasked Estep 
Score: -4817357.000000 Penalty: 1713.434082
	Iteration 0F: 2 clusters Score -4817357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4791894.000000 Penalty: 3426.868164
	Iteration 0F: 3 clusters Score -4791894 nChanged 17541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4802079.500000 Penalty: 3426.868164
	Iteration 1F: 3 clusters Score -4802080 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4802841.500000 Penalty: 3426.868164
	Iteration 2Q: 3 clusters Score -4802842 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4803886.500000 Penalty: 3426.868164
	Iteration 3F: 3 clusters Score -4803886 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4805468.500000 Penalty: 3426.868164
	Iteration 4F: 3 clusters Score -4805468 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4807613.000000 Penalty: 3426.868164
	Iteration 5F: 3 clusters Score -4807613 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4810078.000000 Penalty: 3426.868164
	Iteration 6F: 3 clusters Score -4810078 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4811904.500000 Penalty: 3426.868164
	Iteration 7F: 3 clusters Score -4811904 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4812728.500000 Penalty: 3426.868164
	Iteration 8Q: 3 clusters Score -4812728 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4813086.500000 Penalty: 3426.868164
	Iteration 9Q: 3 clusters Score -4813086 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -4813271.500000 Penalty: 3426.868164
	Iteration 10Q: 3 clusters Score -4813272 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4813468.000000 Penalty: 3426.868164
	Iteration 11Q: 3 clusters Score -4813468 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4813623.500000 Penalty: 3426.868164
	Iteration 12Q: 3 clusters Score -4813624 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -4813721.500000 Penalty: 3426.868164
	Iteration 13Q: 3 clusters Score -4813722 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4813859.500000 Penalty: 3426.868164
	Iteration 14Q: 3 clusters Score -4813860 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -4814013.500000 Penalty: 3426.868164
	Iteration 15Q: 3 clusters Score -4814014 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4814125.500000 Penalty: 3426.868164
	Iteration 16Q: 3 clusters Score -4814126 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4814221.500000 Penalty: 3426.868164
	Iteration 17Q: 3 clusters Score -4814222 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4814305.000000 Penalty: 3426.868164
	Iteration 18Q: 3 clusters Score -4814305 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -4814389.500000 Penalty: 3426.868164
	Iteration 19Q: 3 clusters Score -4814390 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4814495.000000 Penalty: 3426.868164
	Iteration 20F: 3 clusters Score -4814495 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4814568.500000 Penalty: 3426.868164
	Iteration 21Q: 3 clusters Score -4814568 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4814642.500000 Penalty: 3426.868164
	Iteration 22Q: 3 clusters Score -4814642 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -4814728.000000 Penalty: 3426.868164
	Iteration 23Q: 3 clusters Score -4814728 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4814806.500000 Penalty: 3426.868164
	Iteration 24Q: 3 clusters Score -4814806 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4814867.000000 Penalty: 3426.868164
	Iteration 25Q: 3 clusters Score -4814867 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4814974.500000 Penalty: 3426.868164
	Iteration 26Q: 3 clusters Score -4814974 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4815034.000000 Penalty: 3426.868164
	Iteration 27Q: 3 clusters Score -4815034 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4815142.000000 Penalty: 3426.868164
	Iteration 28Q: 3 clusters Score -4815142 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4815229.000000 Penalty: 3426.868164
	Iteration 29Q: 3 clusters Score -4815229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4815323.500000 Penalty: 3426.868164
	Iteration 30Q: 3 clusters Score -4815324 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4815383.000000 Penalty: 3426.868164
	Iteration 31Q: 3 clusters Score -4815383 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4815442.000000 Penalty: 3426.868164
	Iteration 32Q: 3 clusters Score -4815442 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4815509.500000 Penalty: 3426.868164
	Iteration 33Q: 3 clusters Score -4815510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4815568.000000 Penalty: 3426.868164
	Iteration 34Q: 3 clusters Score -4815568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4815630.500000 Penalty: 3426.868164
	Iteration 35Q: 3 clusters Score -4815630 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4815679.500000 Penalty: 3426.868164
	Iteration 36Q: 3 clusters Score -4815680 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4815714.000000 Penalty: 3426.868164
	Iteration 37Q: 3 clusters Score -4815714 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4815762.500000 Penalty: 3426.868164
	Iteration 38Q: 3 clusters Score -4815762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4815795.000000 Penalty: 3426.868164
	Iteration 39Q: 3 clusters Score -4815795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4815813.000000 Penalty: 3426.868164
	Iteration 40F: 3 clusters Score -4815813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4815837.500000 Penalty: 3426.868164
	Iteration 41Q: 3 clusters Score -4815838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4815859.000000 Penalty: 3426.868164
	Iteration 42Q: 3 clusters Score -4815859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4815886.500000 Penalty: 3426.868164
	Iteration 43Q: 3 clusters Score -4815886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4815896.500000 Penalty: 3426.868164
	Iteration 44Q: 3 clusters Score -4815896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4815921.500000 Penalty: 3426.868164
	Iteration 45Q: 3 clusters Score -4815922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4815945.000000 Penalty: 3426.868164
	Iteration 46Q: 3 clusters Score -4815945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4815963.000000 Penalty: 3426.868164
	Iteration 47Q: 3 clusters Score -4815963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4815974.500000 Penalty: 3426.868164
	Iteration 48Q: 3 clusters Score -4815974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4815990.500000 Penalty: 3426.868164
	Iteration 49Q: 3 clusters Score -4815990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4816014.000000 Penalty: 3426.868164
	Iteration 50Q: 3 clusters Score -4816014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4816017.500000 Penalty: 3426.868164
	Iteration 51Q: 3 clusters Score -4816018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4816019.000000 Penalty: 3426.868164
	Iteration 52Q: 3 clusters Score -4816019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4816032.500000 Penalty: 3426.868164
	Iteration 53Q: 3 clusters Score -4816032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4816035.500000 Penalty: 3426.868164
	Iteration 54Q: 3 clusters Score -4816036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4816038.500000 Penalty: 3426.868164
	Iteration 55Q: 3 clusters Score -4816038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4816052.500000 Penalty: 3426.868164
	Iteration 56Q: 3 clusters Score -4816052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4816064.500000 Penalty: 3426.868164
	Iteration 57Q: 3 clusters Score -4816064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4816065.000000 Penalty: 3426.868164
	Iteration 58Q: 3 clusters Score -4816065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4816067.500000 Penalty: 3426.868164
	Iteration 59Q: 3 clusters Score -4816068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4816073.500000 Penalty: 3426.868164
	Iteration 60F: 3 clusters Score -4816074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4816081.500000 Penalty: 3426.868164
	Iteration 61Q: 3 clusters Score -4816082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4816077.000000 Penalty: 3426.868164
	Iteration 62Q: 3 clusters Score -4816077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4816082.000000 Penalty: 3426.868164
	Iteration 63Q: 3 clusters Score -4816082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4816087.500000 Penalty: 3426.868164
	Iteration 64Q: 3 clusters Score -4816088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4816088.500000 Penalty: 3426.868164
	Iteration 65Q: 3 clusters Score -4816088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4816087.000000 Penalty: 3426.868164
	Iteration 66Q: 3 clusters Score -4816087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4816084.500000 Penalty: 3426.868164
	Iteration 67Q: 3 clusters Score -4816084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4816087.000000 Penalty: 3426.868164
	Iteration 68Q: 3 clusters Score -4816087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4816087.500000 Penalty: 3426.868164
	Iteration 69Q: 3 clusters Score -4816088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4816085.000000 Penalty: 3426.868164
	Iteration 70Q: 3 clusters Score -4816085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4816085.000000 Penalty: 3426.868164
	Iteration 71F: 3 clusters Score -4816085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -83959.898438 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -83959.9 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 343 members 
Entering Unmasked Estep 
Score: -82727.398438 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -82727.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82982.070312 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -82982.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83098.218750 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -83098.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83194.109375 Penalty: 2149.349854
	Iteration 3F: 3 clusters Score -83194.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83299.320312 Penalty: 2149.349854
	Iteration 4F: 3 clusters Score -83299.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83359.976562 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -83359.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83395.367188 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -83395.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83406.890625 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -83406.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83418.453125 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -83418.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83429.117188 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -83429.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83436.539062 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -83436.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83443.460938 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -83443.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83448.476562 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -83448.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83455.445312 Penalty: 2149.349854
	Iteration 13Q: 3 clusters Score -83455.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83458.703125 Penalty: 2149.349854
	Iteration 14Q: 3 clusters Score -83458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83463.273438 Penalty: 2149.349854
	Iteration 15Q: 3 clusters Score -83463.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83466.195312 Penalty: 2149.349854
	Iteration 16Q: 3 clusters Score -83466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83466.195312 Penalty: 2149.349854
	Iteration 17F: 3 clusters Score -83466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (134019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134019 members 
Entering Unmasked Estep 
Score: -16953496.000000 Penalty: 1918.432129
	Iteration 0F: 2 clusters Score -1.69535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -16872618.000000 Penalty: 3836.864258
	Iteration 0F: 3 clusters Score -1.687262e+07 nChanged 64524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -16911012.000000 Penalty: 3836.864258
	Iteration 1F: 3 clusters Score -1.691101e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -16912582.000000 Penalty: 3836.864258
	Iteration 2Q: 3 clusters Score -1.691258e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -16915620.000000 Penalty: 3836.864258
	Iteration 3F: 3 clusters Score -1.691562e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -16921114.000000 Penalty: 3836.864258
	Iteration 4F: 3 clusters Score -1.692111e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -16929904.000000 Penalty: 3836.864258
	Iteration 5F: 3 clusters Score -1.69299e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -16939358.000000 Penalty: 3836.864258
	Iteration 6F: 3 clusters Score -1.693936e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 123608 members 
Entering Unmasked Estep 
Score: -16946126.000000 Penalty: 3836.864258
	Iteration 7F: 3 clusters Score -1.694613e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -16949320.000000 Penalty: 3836.864258
	Iteration 8Q: 3 clusters Score -1.694932e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 131847 members 
Entering Unmasked Estep 
Score: -16950890.000000 Penalty: 3836.864258
	Iteration 9Q: 3 clusters Score -1.695089e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -16951474.000000 Penalty: 3836.864258
	Iteration 10Q: 3 clusters Score -1.695147e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 133348 members 
Entering Unmasked Estep 
Score: -16951608.000000 Penalty: 3836.864258
	Iteration 11Q: 3 clusters Score -1.695161e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 133522 members 
Entering Unmasked Estep 
Score: -16951662.000000 Penalty: 3836.864258
	Iteration 12Q: 3 clusters Score -1.695166e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 133622 members 
Entering Unmasked Estep 
Score: -16951762.000000 Penalty: 3836.864258
	Iteration 13Q: 3 clusters Score -1.695176e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -16951830.000000 Penalty: 3836.864258
	Iteration 14Q: 3 clusters Score -1.695183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133711 members 
Entering Unmasked Estep 
Score: -16951858.000000 Penalty: 3836.864258
	Iteration 15Q: 3 clusters Score -1.695186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 133730 members 
Entering Unmasked Estep 
Score: -16951876.000000 Penalty: 3836.864258
	Iteration 16Q: 3 clusters Score -1.695188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 133742 members 
Entering Unmasked Estep 
Score: -16951896.000000 Penalty: 3836.864258
	Iteration 17Q: 3 clusters Score -1.69519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 133750 members 
Entering Unmasked Estep 
Score: -16951892.000000 Penalty: 3836.864258
	Iteration 18Q: 3 clusters Score -1.695189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 133755 members 
Entering Unmasked Estep 
Score: -16951888.000000 Penalty: 3836.864258
	Iteration 19Q: 3 clusters Score -1.695189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 133762 members 
Entering Unmasked Estep 
Score: -16951886.000000 Penalty: 3836.864258
	Iteration 20F: 3 clusters Score -1.695189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -16951906.000000 Penalty: 3836.864258
	Iteration 21Q: 3 clusters Score -1.695191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -16951906.000000 Penalty: 3836.864258
	Iteration 22Q: 3 clusters Score -1.695191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -16951910.000000 Penalty: 3836.864258
	Iteration 23Q: 3 clusters Score -1.695191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 133779 members 
Entering Unmasked Estep 
Score: -16951912.000000 Penalty: 3836.864258
	Iteration 24Q: 3 clusters Score -1.695191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -16951920.000000 Penalty: 3836.864258
	Iteration 25Q: 3 clusters Score -1.695192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 133779 members 
Entering Unmasked Estep 
Score: -16951918.000000 Penalty: 3836.864258
	Iteration 26Q: 3 clusters Score -1.695192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133780 members 
Entering Unmasked Estep 
Score: -16951926.000000 Penalty: 3836.864258
	Iteration 27Q: 3 clusters Score -1.695193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133781 members 
Entering Unmasked Estep 
Score: -16951924.000000 Penalty: 3836.864258
	Iteration 28Q: 3 clusters Score -1.695192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -16951926.000000 Penalty: 3836.864258
	Iteration 29Q: 3 clusters Score -1.695193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133783 members 
Entering Unmasked Estep 
Score: -16951930.000000 Penalty: 3836.864258
	Iteration 30Q: 3 clusters Score -1.695193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133783 members 
Entering Unmasked Estep 
Score: -16951930.000000 Penalty: 3836.864258
	Iteration 31F: 3 clusters Score -1.695193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -594956.437500 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -594956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -590960.125000 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -590960.1 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -592106.750000 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -592106.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -592314.062500 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -592314.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -592514.687500 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -592514.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -592749.250000 Penalty: 2767.567383
	Iteration 4F: 3 clusters Score -592749.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -593165.250000 Penalty: 2767.567383
	Iteration 5F: 3 clusters Score -593165.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -593751.937500 Penalty: 2767.567383
	Iteration 6F: 3 clusters Score -593751.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -594263.937500 Penalty: 2767.567383
	Iteration 7F: 3 clusters Score -594263.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -594535.125000 Penalty: 2767.567383
	Iteration 8F: 3 clusters Score -594535.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -594657.437500 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -594657.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -594712.375000 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -594712.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -594734.187500 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -594734.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -594751.625000 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -594751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -594760.687500 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -594760.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -594766.437500 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -594766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -594772.125000 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -594772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -594775.437500 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -594775.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -594777.312500 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -594777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -594777.312500 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -594777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -594778.250000 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -594778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -594780.125000 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -594780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -594781.000000 Penalty: 2767.567383
	Iteration 21Q: 3 clusters Score -594781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -594780.750000 Penalty: 2767.567383
	Iteration 22Q: 3 clusters Score -594780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -594780.750000 Penalty: 2767.567383
	Iteration 23F: 3 clusters Score -594780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13981.120117 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -13981.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13294.370117 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13294.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13522.662109 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13522.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13606.674805 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13606.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13696.751953 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -13696.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13752.947266 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -13752.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13808.452148 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13808.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13837.862305 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -13837.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13852.820312 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -13852.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13858.262695 Penalty: 1824.266602
	Iteration 8F: 3 clusters Score -13858.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13876.214844 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -13876.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13890.061523 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -13890.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13890.061523 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -13890.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53647.277344 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53647.28 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 256 members 
Entering Unmasked Estep 
Score: -52562.296875 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52562.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52821.039062 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52821.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52946.246094 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52946.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53001.449219 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -53001.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53033.367188 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -53033.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53063.613281 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -53063.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53136.722656 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53136.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53163.929688 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53163.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53169.417969 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53169.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53172.562500 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53172.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53172.562500 Penalty: 2028.722534
	Iteration 10F: 3 clusters Score -53172.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -24183.392578 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -24183.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23434.777344 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -23434.78 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23677.246094 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -23677.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23836.384766 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -23836.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24046.216797 Penalty: 1887.646362
	Iteration 3F: 3 clusters Score -24046.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24116.912109 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -24116.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24158.292969 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -24158.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24174.359375 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -24174.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24185.408203 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -24185.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24185.408203 Penalty: 1887.646362
	Iteration 8F: 3 clusters Score -24185.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 103559 members 
Mstep: Class 4 contains 8255 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 118887 members 
Mstep: Class 11 contains 52018 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102838 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117304 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107842 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 143 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 37957 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134019 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141745552.000000 Penalty: 97552.609375
Splitting cluster 34 changes total score from -141746880.000000 to -141745552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25174.341797 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -25174.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24297.931641 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -24297.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24481.396484 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -24481.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24544.787109 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -24544.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24566.593750 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -24566.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24580.677734 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -24580.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24642.673828 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -24642.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24646.490234 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -24646.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24651.240234 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -24651.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24658.443359 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -24658.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24658.443359 Penalty: 1853.729370
	Iteration 9F: 3 clusters Score -24658.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Entering Unmasked Estep 
Score: -4884136.000000 Penalty: 1715.969971
	Iteration 0F: 2 clusters Score -4884136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4858258.500000 Penalty: 3431.939941
	Iteration 0F: 3 clusters Score -4858258 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4868214.000000 Penalty: 3431.939941
	Iteration 1F: 3 clusters Score -4868214 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4868732.000000 Penalty: 3431.939941
	Iteration 2Q: 3 clusters Score -4868732 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4869298.000000 Penalty: 3431.939941
	Iteration 3Q: 3 clusters Score -4869298 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4869885.500000 Penalty: 3431.939941
	Iteration 4Q: 3 clusters Score -4869886 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4870617.500000 Penalty: 3431.939941
	Iteration 5Q: 3 clusters Score -4870618 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4871390.500000 Penalty: 3431.939941
	Iteration 6Q: 3 clusters Score -4871390 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4872300.500000 Penalty: 3431.939941
	Iteration 7Q: 3 clusters Score -4872300 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4873345.500000 Penalty: 3431.939941
	Iteration 8F: 3 clusters Score -4873346 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4874556.500000 Penalty: 3431.939941
	Iteration 9F: 3 clusters Score -4874556 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4875958.000000 Penalty: 3431.939941
	Iteration 10F: 3 clusters Score -4875958 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4877129.500000 Penalty: 3431.939941
	Iteration 11F: 3 clusters Score -4877130 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4877871.500000 Penalty: 3431.939941
	Iteration 12Q: 3 clusters Score -4877872 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4878210.000000 Penalty: 3431.939941
	Iteration 13Q: 3 clusters Score -4878210 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4878411.500000 Penalty: 3431.939941
	Iteration 14Q: 3 clusters Score -4878412 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4878570.000000 Penalty: 3431.939941
	Iteration 15Q: 3 clusters Score -4878570 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4878633.000000 Penalty: 3431.939941
	Iteration 16Q: 3 clusters Score -4878633 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4878711.500000 Penalty: 3431.939941
	Iteration 17Q: 3 clusters Score -4878712 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4878777.500000 Penalty: 3431.939941
	Iteration 18Q: 3 clusters Score -4878778 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4878813.000000 Penalty: 3431.939941
	Iteration 19Q: 3 clusters Score -4878813 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4878858.500000 Penalty: 3431.939941
	Iteration 20F: 3 clusters Score -4878858 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -4878906.000000 Penalty: 3431.939941
	Iteration 21Q: 3 clusters Score -4878906 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4878940.000000 Penalty: 3431.939941
	Iteration 22Q: 3 clusters Score -4878940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4878982.000000 Penalty: 3431.939941
	Iteration 23Q: 3 clusters Score -4878982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -4879020.500000 Penalty: 3431.939941
	Iteration 24Q: 3 clusters Score -4879020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4879045.500000 Penalty: 3431.939941
	Iteration 25Q: 3 clusters Score -4879046 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4879066.500000 Penalty: 3431.939941
	Iteration 26Q: 3 clusters Score -4879066 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4879125.500000 Penalty: 3431.939941
	Iteration 27Q: 3 clusters Score -4879126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4879126.500000 Penalty: 3431.939941
	Iteration 28Q: 3 clusters Score -4879126 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4879150.000000 Penalty: 3431.939941
	Iteration 29Q: 3 clusters Score -4879150 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4879168.000000 Penalty: 3431.939941
	Iteration 30Q: 3 clusters Score -4879168 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4879208.000000 Penalty: 3431.939941
	Iteration 31Q: 3 clusters Score -4879208 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4879232.500000 Penalty: 3431.939941
	Iteration 32Q: 3 clusters Score -4879232 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4879257.000000 Penalty: 3431.939941
	Iteration 33Q: 3 clusters Score -4879257 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4879294.000000 Penalty: 3431.939941
	Iteration 34Q: 3 clusters Score -4879294 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4879302.500000 Penalty: 3431.939941
	Iteration 35Q: 3 clusters Score -4879302 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4879329.500000 Penalty: 3431.939941
	Iteration 36Q: 3 clusters Score -4879330 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4879361.500000 Penalty: 3431.939941
	Iteration 37Q: 3 clusters Score -4879362 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4879407.500000 Penalty: 3431.939941
	Iteration 38Q: 3 clusters Score -4879408 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4879450.500000 Penalty: 3431.939941
	Iteration 39Q: 3 clusters Score -4879450 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4879457.000000 Penalty: 3431.939941
	Iteration 40F: 3 clusters Score -4879457 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -4879494.000000 Penalty: 3431.939941
	Iteration 41Q: 3 clusters Score -4879494 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -4879560.500000 Penalty: 3431.939941
	Iteration 42Q: 3 clusters Score -4879560 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4879607.000000 Penalty: 3431.939941
	Iteration 43Q: 3 clusters Score -4879607 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4879628.500000 Penalty: 3431.939941
	Iteration 44Q: 3 clusters Score -4879628 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4879706.500000 Penalty: 3431.939941
	Iteration 45Q: 3 clusters Score -4879706 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4879788.500000 Penalty: 3431.939941
	Iteration 46Q: 3 clusters Score -4879788 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4879858.000000 Penalty: 3431.939941
	Iteration 47Q: 3 clusters Score -4879858 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4879926.500000 Penalty: 3431.939941
	Iteration 48Q: 3 clusters Score -4879926 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -4880031.000000 Penalty: 3431.939941
	Iteration 49Q: 3 clusters Score -4880031 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -4880112.500000 Penalty: 3431.939941
	Iteration 50Q: 3 clusters Score -4880112 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -4880250.000000 Penalty: 3431.939941
	Iteration 51Q: 3 clusters Score -4880250 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4880355.000000 Penalty: 3431.939941
	Iteration 52Q: 3 clusters Score -4880355 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4880488.000000 Penalty: 3431.939941
	Iteration 53Q: 3 clusters Score -4880488 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4880664.000000 Penalty: 3431.939941
	Iteration 54Q: 3 clusters Score -4880664 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4880844.500000 Penalty: 3431.939941
	Iteration 55Q: 3 clusters Score -4880844 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4881050.500000 Penalty: 3431.939941
	Iteration 56Q: 3 clusters Score -4881050 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -4881209.000000 Penalty: 3431.939941
	Iteration 57Q: 3 clusters Score -4881209 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4881376.000000 Penalty: 3431.939941
	Iteration 58Q: 3 clusters Score -4881376 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4881552.500000 Penalty: 3431.939941
	Iteration 59Q: 3 clusters Score -4881552 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4881725.500000 Penalty: 3431.939941
	Iteration 60F: 3 clusters Score -4881726 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4881868.500000 Penalty: 3431.939941
	Iteration 61Q: 3 clusters Score -4881868 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4882022.000000 Penalty: 3431.939941
	Iteration 62Q: 3 clusters Score -4882022 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4882161.500000 Penalty: 3431.939941
	Iteration 63Q: 3 clusters Score -4882162 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4882242.500000 Penalty: 3431.939941
	Iteration 64Q: 3 clusters Score -4882242 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4882331.000000 Penalty: 3431.939941
	Iteration 65Q: 3 clusters Score -4882331 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4882387.500000 Penalty: 3431.939941
	Iteration 66Q: 3 clusters Score -4882388 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4882431.000000 Penalty: 3431.939941
	Iteration 67Q: 3 clusters Score -4882431 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4882491.500000 Penalty: 3431.939941
	Iteration 68Q: 3 clusters Score -4882492 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4882540.500000 Penalty: 3431.939941
	Iteration 69Q: 3 clusters Score -4882540 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4882583.000000 Penalty: 3431.939941
	Iteration 70Q: 3 clusters Score -4882583 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4882600.500000 Penalty: 3431.939941
	Iteration 71Q: 3 clusters Score -4882600 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4882639.000000 Penalty: 3431.939941
	Iteration 72Q: 3 clusters Score -4882639 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4882676.500000 Penalty: 3431.939941
	Iteration 73Q: 3 clusters Score -4882676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4882710.500000 Penalty: 3431.939941
	Iteration 74Q: 3 clusters Score -4882710 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4882744.500000 Penalty: 3431.939941
	Iteration 75Q: 3 clusters Score -4882744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4882758.500000 Penalty: 3431.939941
	Iteration 76Q: 3 clusters Score -4882758 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4882771.500000 Penalty: 3431.939941
	Iteration 77Q: 3 clusters Score -4882772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4882785.500000 Penalty: 3431.939941
	Iteration 78Q: 3 clusters Score -4882786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4882796.500000 Penalty: 3431.939941
	Iteration 79Q: 3 clusters Score -4882796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4882808.500000 Penalty: 3431.939941
	Iteration 80F: 3 clusters Score -4882808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4882818.500000 Penalty: 3431.939941
	Iteration 81Q: 3 clusters Score -4882818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4882819.500000 Penalty: 3431.939941
	Iteration 82Q: 3 clusters Score -4882820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4882819.500000 Penalty: 3431.939941
	Iteration 83Q: 3 clusters Score -4882820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4882838.000000 Penalty: 3431.939941
	Iteration 84Q: 3 clusters Score -4882838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -4882842.000000 Penalty: 3431.939941
	Iteration 85Q: 3 clusters Score -4882842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4882848.000000 Penalty: 3431.939941
	Iteration 86Q: 3 clusters Score -4882848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4882850.000000 Penalty: 3431.939941
	Iteration 87Q: 3 clusters Score -4882850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4882853.000000 Penalty: 3431.939941
	Iteration 88Q: 3 clusters Score -4882853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4882862.000000 Penalty: 3431.939941
	Iteration 89Q: 3 clusters Score -4882862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4882868.000000 Penalty: 3431.939941
	Iteration 90Q: 3 clusters Score -4882868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4882862.000000 Penalty: 3431.939941
	Iteration 91Q: 3 clusters Score -4882862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4882860.000000 Penalty: 3431.939941
	Iteration 92Q: 3 clusters Score -4882860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4882860.500000 Penalty: 3431.939941
	Iteration 93Q: 3 clusters Score -4882860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4882862.000000 Penalty: 3431.939941
	Iteration 94Q: 3 clusters Score -4882862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4882862.000000 Penalty: 3431.939941
	Iteration 95Q: 3 clusters Score -4882862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4882871.000000 Penalty: 3431.939941
	Iteration 96Q: 3 clusters Score -4882871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4882866.000000 Penalty: 3431.939941
	Iteration 97Q: 3 clusters Score -4882866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4882871.500000 Penalty: 3431.939941
	Iteration 98Q: 3 clusters Score -4882872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4882878.000000 Penalty: 3431.939941
	Iteration 99Q: 3 clusters Score -4882878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4882878.000000 Penalty: 3431.939941
	Iteration 100F: 3 clusters Score -4882878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4882877.500000 Penalty: 3431.939941
	Iteration 101Q: 3 clusters Score -4882878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4882868.000000 Penalty: 3431.939941
	Iteration 102Q: 3 clusters Score -4882868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4882874.000000 Penalty: 3431.939941
	Iteration 103Q: 3 clusters Score -4882874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4882875.500000 Penalty: 3431.939941
	Iteration 104Q: 3 clusters Score -4882876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4882879.500000 Penalty: 3431.939941
	Iteration 105Q: 3 clusters Score -4882880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4882880.000000 Penalty: 3431.939941
	Iteration 106Q: 3 clusters Score -4882880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4882876.000000 Penalty: 3431.939941
	Iteration 107Q: 3 clusters Score -4882876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4882874.500000 Penalty: 3431.939941
	Iteration 108Q: 3 clusters Score -4882874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4882875.000000 Penalty: 3431.939941
	Iteration 109Q: 3 clusters Score -4882875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4882878.500000 Penalty: 3431.939941
	Iteration 110Q: 3 clusters Score -4882878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4882878.500000 Penalty: 3431.939941
	Iteration 111F: 3 clusters Score -4882878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -365509.312500 Penalty: 1302.919556
	Iteration 0F: 2 clusters Score -365509.3 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 1533 members 
Entering Unmasked Estep 
Score: -362769.531250 Penalty: 2605.839111
	Iteration 0F: 3 clusters Score -362769.5 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -363489.531250 Penalty: 2605.839111
	Iteration 1F: 3 clusters Score -363489.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -363700.187500 Penalty: 2605.839111
	Iteration 2F: 3 clusters Score -363700.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -363955.406250 Penalty: 2605.839111
	Iteration 3F: 3 clusters Score -363955.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -364219.656250 Penalty: 2605.839111
	Iteration 4F: 3 clusters Score -364219.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -364490.281250 Penalty: 2605.839111
	Iteration 5F: 3 clusters Score -364490.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -364769.250000 Penalty: 2605.839111
	Iteration 6F: 3 clusters Score -364769.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -364920.156250 Penalty: 2605.839111
	Iteration 7Q: 3 clusters Score -364920.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -364984.687500 Penalty: 2605.839111
	Iteration 8Q: 3 clusters Score -364984.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -365011.718750 Penalty: 2605.839111
	Iteration 9Q: 3 clusters Score -365011.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -365033.437500 Penalty: 2605.839111
	Iteration 10Q: 3 clusters Score -365033.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -365045.718750 Penalty: 2605.839111
	Iteration 11Q: 3 clusters Score -365045.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -365051.468750 Penalty: 2605.839111
	Iteration 12Q: 3 clusters Score -365051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -365063.343750 Penalty: 2605.839111
	Iteration 13Q: 3 clusters Score -365063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -365076.968750 Penalty: 2605.839111
	Iteration 14Q: 3 clusters Score -365077 nChanged 21
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: -365092.781250 Penalty: 2605.839111
	Iteration 15Q: 3 clusters Score -365092.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -365109.656250 Penalty: 2605.839111
	Iteration 16Q: 3 clusters Score -365109.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -365136.062500 Penalty: 2605.839111
	Iteration 17Q: 3 clusters Score -365136.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -365174.437500 Penalty: 2605.839111
	Iteration 18Q: 3 clusters Score -365174.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -365230.843750 Penalty: 2605.839111
	Iteration 19Q: 3 clusters Score -365230.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -365273.687500 Penalty: 2605.839111
	Iteration 20F: 3 clusters Score -365273.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -365325.687500 Penalty: 2605.839111
	Iteration 21Q: 3 clusters Score -365325.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -365348.656250 Penalty: 2605.839111
	Iteration 22Q: 3 clusters Score -365348.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -365355.343750 Penalty: 2605.839111
	Iteration 23Q: 3 clusters Score -365355.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -365357.093750 Penalty: 2605.839111
	Iteration 24Q: 3 clusters Score -365357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -365357.343750 Penalty: 2605.839111
	Iteration 25Q: 3 clusters Score -365357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -365358.000000 Penalty: 2605.839111
	Iteration 26Q: 3 clusters Score -365358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -365359.375000 Penalty: 2605.839111
	Iteration 27Q: 3 clusters Score -365359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -365360.875000 Penalty: 2605.839111
	Iteration 28Q: 3 clusters Score -365360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -365360.781250 Penalty: 2605.839111
	Iteration 29Q: 3 clusters Score -365360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -365361.531250 Penalty: 2605.839111
	Iteration 30Q: 3 clusters Score -365361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -365361.531250 Penalty: 2605.839111
	Iteration 31F: 3 clusters Score -365361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -34488.789062 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -34488.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33571.828125 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -33571.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33680.128906 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -33680.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33689.308594 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -33689.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33696.203125 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -33696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33696.203125 Penalty: 1858.033936
	Iteration 4F: 3 clusters Score -33696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -8115.173828 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -8115.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7331.093750 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -7331.094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7621.324707 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -7621.325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7858.220215 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -7858.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7944.793457 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -7944.793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7991.978516 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -7991.979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8038.948730 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -8038.949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8068.333496 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -8068.333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8088.642578 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -8088.643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8090.797852 Penalty: 1842.711304
	Iteration 8F: 3 clusters Score -8090.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8114.429199 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -8114.429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8114.429199 Penalty: 1842.711304
	Iteration 10F: 3 clusters Score -8114.429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Entering Unmasked Estep 
Score: -1863391.250000 Penalty: 1564.742065
	Iteration 0F: 2 clusters Score -1863391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1852835.000000 Penalty: 3129.484131
	Iteration 0F: 3 clusters Score -1852835 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1856442.000000 Penalty: 3129.484131
	Iteration 1F: 3 clusters Score -1856442 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1856796.750000 Penalty: 3129.484131
	Iteration 2F: 3 clusters Score -1856797 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1857080.750000 Penalty: 3129.484131
	Iteration 3F: 3 clusters Score -1857081 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1857346.375000 Penalty: 3129.484131
	Iteration 4Q: 3 clusters Score -1857346 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1857626.250000 Penalty: 3129.484131
	Iteration 5Q: 3 clusters Score -1857626 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1857923.375000 Penalty: 3129.484131
	Iteration 6Q: 3 clusters Score -1857923 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1858246.625000 Penalty: 3129.484131
	Iteration 7Q: 3 clusters Score -1858247 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1858593.750000 Penalty: 3129.484131
	Iteration 8Q: 3 clusters Score -1858594 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1858931.000000 Penalty: 3129.484131
	Iteration 9Q: 3 clusters Score -1858931 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1859228.625000 Penalty: 3129.484131
	Iteration 10Q: 3 clusters Score -1859229 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1859472.750000 Penalty: 3129.484131
	Iteration 11Q: 3 clusters Score -1859473 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1859630.250000 Penalty: 3129.484131
	Iteration 12Q: 3 clusters Score -1859630 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1859726.625000 Penalty: 3129.484131
	Iteration 13Q: 3 clusters Score -1859727 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1859783.375000 Penalty: 3129.484131
	Iteration 14Q: 3 clusters Score -1859783 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1859825.375000 Penalty: 3129.484131
	Iteration 15Q: 3 clusters Score -1859825 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1859851.500000 Penalty: 3129.484131
	Iteration 16Q: 3 clusters Score -1859852 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1859873.500000 Penalty: 3129.484131
	Iteration 17Q: 3 clusters Score -1859874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1859887.375000 Penalty: 3129.484131
	Iteration 18Q: 3 clusters Score -1859887 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1859913.000000 Penalty: 3129.484131
	Iteration 19Q: 3 clusters Score -1859913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1859927.250000 Penalty: 3129.484131
	Iteration 20F: 3 clusters Score -1859927 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1859952.500000 Penalty: 3129.484131
	Iteration 21Q: 3 clusters Score -1859952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1859981.875000 Penalty: 3129.484131
	Iteration 22Q: 3 clusters Score -1859982 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1860014.125000 Penalty: 3129.484131
	Iteration 23Q: 3 clusters Score -1860014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1860043.375000 Penalty: 3129.484131
	Iteration 24Q: 3 clusters Score -1860043 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1860075.125000 Penalty: 3129.484131
	Iteration 25Q: 3 clusters Score -1860075 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1860100.625000 Penalty: 3129.484131
	Iteration 26Q: 3 clusters Score -1860101 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1860135.625000 Penalty: 3129.484131
	Iteration 27Q: 3 clusters Score -1860136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1860158.125000 Penalty: 3129.484131
	Iteration 28Q: 3 clusters Score -1860158 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1860194.000000 Penalty: 3129.484131
	Iteration 29Q: 3 clusters Score -1860194 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1860237.250000 Penalty: 3129.484131
	Iteration 30Q: 3 clusters Score -1860237 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1860288.875000 Penalty: 3129.484131
	Iteration 31Q: 3 clusters Score -1860289 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1860354.500000 Penalty: 3129.484131
	Iteration 32Q: 3 clusters Score -1860354 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1860426.500000 Penalty: 3129.484131
	Iteration 33Q: 3 clusters Score -1860426 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1860499.125000 Penalty: 3129.484131
	Iteration 34Q: 3 clusters Score -1860499 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1860593.500000 Penalty: 3129.484131
	Iteration 35Q: 3 clusters Score -1860594 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1860690.000000 Penalty: 3129.484131
	Iteration 36Q: 3 clusters Score -1860690 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1860771.000000 Penalty: 3129.484131
	Iteration 37Q: 3 clusters Score -1860771 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1860856.250000 Penalty: 3129.484131
	Iteration 38Q: 3 clusters Score -1860856 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1860934.125000 Penalty: 3129.484131
	Iteration 39Q: 3 clusters Score -1860934 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1861004.250000 Penalty: 3129.484131
	Iteration 40F: 3 clusters Score -1861004 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1861057.500000 Penalty: 3129.484131
	Iteration 41Q: 3 clusters Score -1861058 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1861110.500000 Penalty: 3129.484131
	Iteration 42Q: 3 clusters Score -1861110 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1861155.750000 Penalty: 3129.484131
	Iteration 43Q: 3 clusters Score -1861156 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1861216.375000 Penalty: 3129.484131
	Iteration 44Q: 3 clusters Score -1861216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1861275.625000 Penalty: 3129.484131
	Iteration 45Q: 3 clusters Score -1861276 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1861323.875000 Penalty: 3129.484131
	Iteration 46Q: 3 clusters Score -1861324 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1861379.625000 Penalty: 3129.484131
	Iteration 47Q: 3 clusters Score -1861380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1861449.875000 Penalty: 3129.484131
	Iteration 48Q: 3 clusters Score -1861450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1861513.500000 Penalty: 3129.484131
	Iteration 49Q: 3 clusters Score -1861514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1861595.625000 Penalty: 3129.484131
	Iteration 50Q: 3 clusters Score -1861596 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1861674.625000 Penalty: 3129.484131
	Iteration 51Q: 3 clusters Score -1861675 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1861779.000000 Penalty: 3129.484131
	Iteration 52Q: 3 clusters Score -1861779 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1861880.875000 Penalty: 3129.484131
	Iteration 53Q: 3 clusters Score -1861881 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1862005.250000 Penalty: 3129.484131
	Iteration 54Q: 3 clusters Score -1862005 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1862116.250000 Penalty: 3129.484131
	Iteration 55Q: 3 clusters Score -1862116 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1862199.250000 Penalty: 3129.484131
	Iteration 56Q: 3 clusters Score -1862199 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1862259.500000 Penalty: 3129.484131
	Iteration 57Q: 3 clusters Score -1862260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1862308.375000 Penalty: 3129.484131
	Iteration 58Q: 3 clusters Score -1862308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1862342.375000 Penalty: 3129.484131
	Iteration 59Q: 3 clusters Score -1862342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1862356.875000 Penalty: 3129.484131
	Iteration 60F: 3 clusters Score -1862357 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1862391.625000 Penalty: 3129.484131
	Iteration 61Q: 3 clusters Score -1862392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1862406.250000 Penalty: 3129.484131
	Iteration 62Q: 3 clusters Score -1862406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1862427.250000 Penalty: 3129.484131
	Iteration 63Q: 3 clusters Score -1862427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1862439.000000 Penalty: 3129.484131
	Iteration 64Q: 3 clusters Score -1862439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1862457.750000 Penalty: 3129.484131
	Iteration 65Q: 3 clusters Score -1862458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1862465.750000 Penalty: 3129.484131
	Iteration 66Q: 3 clusters Score -1862466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1862470.875000 Penalty: 3129.484131
	Iteration 67Q: 3 clusters Score -1862471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1862478.500000 Penalty: 3129.484131
	Iteration 68Q: 3 clusters Score -1862478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1862490.250000 Penalty: 3129.484131
	Iteration 69Q: 3 clusters Score -1862490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1862502.375000 Penalty: 3129.484131
	Iteration 70Q: 3 clusters Score -1862502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1862516.750000 Penalty: 3129.484131
	Iteration 71Q: 3 clusters Score -1862517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1862530.000000 Penalty: 3129.484131
	Iteration 72Q: 3 clusters Score -1862530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1862539.000000 Penalty: 3129.484131
	Iteration 73Q: 3 clusters Score -1862539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1862550.500000 Penalty: 3129.484131
	Iteration 74Q: 3 clusters Score -1862550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1862559.125000 Penalty: 3129.484131
	Iteration 75Q: 3 clusters Score -1862559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1862568.250000 Penalty: 3129.484131
	Iteration 76Q: 3 clusters Score -1862568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1862578.000000 Penalty: 3129.484131
	Iteration 77Q: 3 clusters Score -1862578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1862588.625000 Penalty: 3129.484131
	Iteration 78Q: 3 clusters Score -1862589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1862590.875000 Penalty: 3129.484131
	Iteration 79Q: 3 clusters Score -1862591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1862600.625000 Penalty: 3129.484131
	Iteration 80F: 3 clusters Score -1862601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1862603.125000 Penalty: 3129.484131
	Iteration 81Q: 3 clusters Score -1862603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1862608.000000 Penalty: 3129.484131
	Iteration 82Q: 3 clusters Score -1862608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1862612.250000 Penalty: 3129.484131
	Iteration 83Q: 3 clusters Score -1862612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1862614.250000 Penalty: 3129.484131
	Iteration 84Q: 3 clusters Score -1862614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1862613.125000 Penalty: 3129.484131
	Iteration 85Q: 3 clusters Score -1862613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1862617.875000 Penalty: 3129.484131
	Iteration 86Q: 3 clusters Score -1862618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1862623.375000 Penalty: 3129.484131
	Iteration 87Q: 3 clusters Score -1862623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1862622.375000 Penalty: 3129.484131
	Iteration 88Q: 3 clusters Score -1862622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1862622.375000 Penalty: 3129.484131
	Iteration 89Q: 3 clusters Score -1862622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1862624.875000 Penalty: 3129.484131
	Iteration 90Q: 3 clusters Score -1862625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1862629.875000 Penalty: 3129.484131
	Iteration 91Q: 3 clusters Score -1862630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1862629.750000 Penalty: 3129.484131
	Iteration 92Q: 3 clusters Score -1862630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1862638.000000 Penalty: 3129.484131
	Iteration 93Q: 3 clusters Score -1862638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1862636.625000 Penalty: 3129.484131
	Iteration 94Q: 3 clusters Score -1862637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1862645.875000 Penalty: 3129.484131
	Iteration 95Q: 3 clusters Score -1862646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1862646.750000 Penalty: 3129.484131
	Iteration 96Q: 3 clusters Score -1862647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1862647.375000 Penalty: 3129.484131
	Iteration 97Q: 3 clusters Score -1862647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1862648.500000 Penalty: 3129.484131
	Iteration 98Q: 3 clusters Score -1862648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1862652.250000 Penalty: 3129.484131
	Iteration 99Q: 3 clusters Score -1862652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1862658.000000 Penalty: 3129.484131
	Iteration 100F: 3 clusters Score -1862658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1862659.500000 Penalty: 3129.484131
	Iteration 101Q: 3 clusters Score -1862660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1862664.625000 Penalty: 3129.484131
	Iteration 102Q: 3 clusters Score -1862665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1862664.500000 Penalty: 3129.484131
	Iteration 103Q: 3 clusters Score -1862664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1862663.375000 Penalty: 3129.484131
	Iteration 104Q: 3 clusters Score -1862663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1862670.750000 Penalty: 3129.484131
	Iteration 105Q: 3 clusters Score -1862671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1862679.000000 Penalty: 3129.484131
	Iteration 106Q: 3 clusters Score -1862679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1862676.125000 Penalty: 3129.484131
	Iteration 107Q: 3 clusters Score -1862676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1862680.875000 Penalty: 3129.484131
	Iteration 108Q: 3 clusters Score -1862681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1862682.750000 Penalty: 3129.484131
	Iteration 109Q: 3 clusters Score -1862683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1862687.625000 Penalty: 3129.484131
	Iteration 110Q: 3 clusters Score -1862688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1862686.250000 Penalty: 3129.484131
	Iteration 111Q: 3 clusters Score -1862686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1862686.625000 Penalty: 3129.484131
	Iteration 112Q: 3 clusters Score -1862687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1862689.125000 Penalty: 3129.484131
	Iteration 113Q: 3 clusters Score -1862689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1862691.625000 Penalty: 3129.484131
	Iteration 114Q: 3 clusters Score -1862692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1862690.000000 Penalty: 3129.484131
	Iteration 115Q: 3 clusters Score -1862690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1862688.500000 Penalty: 3129.484131
	Iteration 116Q: 3 clusters Score -1862688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1862687.500000 Penalty: 3129.484131
	Iteration 117Q: 3 clusters Score -1862688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1862687.500000 Penalty: 3129.484131
	Iteration 118F: 3 clusters Score -1862688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -28266.572266 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -28266.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27449.632812 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -27449.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27546.521484 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -27546.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27582.488281 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -27582.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27617.542969 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -27617.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27637.773438 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -27637.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27637.773438 Penalty: 1809.712036
	Iteration 5F: 3 clusters Score -27637.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9435.214844 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9435.215 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 52 members 
Entering Unmasked Estep 
Score: -8917.320312 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8917.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8923.723633 Penalty: 1486.781006
	Iteration 1Q: 3 clusters Score -8923.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8923.723633 Penalty: 1486.781006
	Iteration 2F: 3 clusters Score -8923.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -89301.156250 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -89301.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88016.015625 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -88016.02 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88343.984375 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -88343.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88432.093750 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -88432.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88483.562500 Penalty: 2167.174072
	Iteration 3Q: 3 clusters Score -88483.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88525.492188 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -88525.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88569.476562 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -88569.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88619.906250 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -88619.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88664.656250 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -88664.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88684.289062 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -88684.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88693.343750 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -88693.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88701.781250 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -88701.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88709.273438 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -88709.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88721.898438 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -88721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88724.320312 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -88724.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88729.539062 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -88729.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88735.218750 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -88735.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88742.093750 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -88742.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88744.156250 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -88744.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88747.445312 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -88747.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88751.460938 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -88751.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88754.460938 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -88754.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88755.875000 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -88755.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88756.125000 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -88756.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88756.125000 Penalty: 2167.174072
	Iteration 23F: 3 clusters Score -88756.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 103559 members 
Mstep: Class 4 contains 8255 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 118887 members 
Mstep: Class 11 contains 52018 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102838 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117304 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107842 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 37957 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134019 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746912.000000 Penalty: 95283.945312
Iteration 359Q: 43 clusters Score -1.417469e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 103571 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 117578 members 
Mstep: Class 10 contains 118877 members 
Mstep: Class 11 contains 52018 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102758 members 
Mstep: Class 15 contains 14371 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 117293 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107870 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 37981 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134035 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38545 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15200 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747040.000000 Penalty: 95283.945312
Iteration 360F: 43 clusters Score -1.41747e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 103583 members 
Mstep: Class 4 contains 8258 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 117565 members 
Mstep: Class 10 contains 118881 members 
Mstep: Class 11 contains 52013 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102681 members 
Mstep: Class 15 contains 14376 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5169 members 
Mstep: Class 18 contains 117289 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107890 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 38008 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134049 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38540 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15195 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746944.000000 Penalty: 95283.945312
Iteration 361Q: 43 clusters Score -1.417469e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 103599 members 
Mstep: Class 4 contains 8258 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 117556 members 
Mstep: Class 10 contains 118882 members 
Mstep: Class 11 contains 52025 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102605 members 
Mstep: Class 15 contains 14380 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5169 members 
Mstep: Class 18 contains 117299 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107902 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9264 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16076 members 
Mstep: Class 28 contains 38038 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134044 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38533 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746832.000000 Penalty: 95283.945312
Iteration 362Q: 43 clusters Score -1.417468e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 103611 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 118873 members 
Mstep: Class 11 contains 52031 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102563 members 
Mstep: Class 15 contains 14383 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 117285 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107918 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16076 members 
Mstep: Class 28 contains 38059 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134056 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38522 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15195 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746816.000000 Penalty: 95283.945312
Iteration 363Q: 43 clusters Score -1.417468e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 10490 members 
Mstep: Class 3 contains 103615 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117558 members 
Mstep: Class 10 contains 118867 members 
Mstep: Class 11 contains 52032 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102523 members 
Mstep: Class 15 contains 14383 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117295 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107913 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2178 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 38096 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134055 members 
Mstep: Class 31 contains 4993 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38519 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746800.000000 Penalty: 95283.945312
Iteration 364Q: 43 clusters Score -1.417468e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 10489 members 
Mstep: Class 3 contains 103625 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117558 members 
Mstep: Class 10 contains 118851 members 
Mstep: Class 11 contains 52039 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102491 members 
Mstep: Class 15 contains 14380 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117298 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107916 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 38135 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134043 members 
Mstep: Class 31 contains 4993 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38517 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15198 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746848.000000 Penalty: 95283.945312
Iteration 365Q: 43 clusters Score -1.417468e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 103632 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117568 members 
Mstep: Class 10 contains 118845 members 
Mstep: Class 11 contains 52041 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102463 members 
Mstep: Class 15 contains 14380 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 117298 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107913 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 38161 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134032 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38512 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15198 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746880.000000 Penalty: 95283.945312
Iteration 366Q: 43 clusters Score -1.417469e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 103634 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 117582 members 
Mstep: Class 10 contains 118832 members 
Mstep: Class 11 contains 52047 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102448 members 
Mstep: Class 15 contains 14380 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117291 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107918 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9262 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16080 members 
Mstep: Class 28 contains 38176 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134017 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38505 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15200 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746944.000000 Penalty: 95283.945312
Iteration 367Q: 43 clusters Score -1.417469e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 103631 members 
Mstep: Class 4 contains 8257 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4532 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 117595 members 
Mstep: Class 10 contains 118830 members 
Mstep: Class 11 contains 52043 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102431 members 
Mstep: Class 15 contains 14381 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 117284 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107918 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 38183 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134018 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38506 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746928.000000 Penalty: 95283.945312
Iteration 368Q: 43 clusters Score -1.417469e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 103631 members 
Mstep: Class 4 contains 8258 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 117599 members 
Mstep: Class 10 contains 118826 members 
Mstep: Class 11 contains 52043 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102411 members 
Mstep: Class 15 contains 14379 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 117276 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107915 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16082 members 
Mstep: Class 28 contains 38199 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134022 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38507 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746976.000000 Penalty: 95283.945312
Iteration 369Q: 43 clusters Score -1.41747e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 103636 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117601 members 
Mstep: Class 10 contains 118820 members 
Mstep: Class 11 contains 52050 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102386 members 
Mstep: Class 15 contains 14383 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 117264 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107922 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16083 members 
Mstep: Class 28 contains 38214 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134018 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38508 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15195 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746992.000000 Penalty: 95283.945312
Iteration 370Q: 43 clusters Score -1.41747e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 103639 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 117598 members 
Mstep: Class 10 contains 118819 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102370 members 
Mstep: Class 15 contains 14387 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 117253 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107916 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 38223 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134024 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38511 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747072.000000 Penalty: 95283.945312
Iteration 371Q: 43 clusters Score -1.417471e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 10489 members 
Mstep: Class 3 contains 103642 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 117598 members 
Mstep: Class 10 contains 118814 members 
Mstep: Class 11 contains 52051 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102353 members 
Mstep: Class 15 contains 14390 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 117245 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107923 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 38237 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134024 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38516 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15199 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747024.000000 Penalty: 95283.945312
Iteration 372Q: 43 clusters Score -1.41747e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110107 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 103642 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 117612 members 
Mstep: Class 10 contains 118816 members 
Mstep: Class 11 contains 52050 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102349 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 117232 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107909 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 38246 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134035 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38511 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15198 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747088.000000 Penalty: 95283.945312
Iteration 373Q: 43 clusters Score -1.417471e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 103642 members 
Mstep: Class 4 contains 8261 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 117619 members 
Mstep: Class 10 contains 118829 members 
Mstep: Class 11 contains 52046 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102327 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 117216 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107914 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 38251 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134033 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38514 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15197 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747088.000000 Penalty: 95283.945312
Iteration 374Q: 43 clusters Score -1.417471e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 103645 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 4556 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 117625 members 
Mstep: Class 10 contains 118846 members 
Mstep: Class 11 contains 52041 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102298 members 
Mstep: Class 15 contains 14399 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 117205 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107916 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 38251 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134041 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38519 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15195 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747152.000000 Penalty: 95283.945312
Iteration 375Q: 43 clusters Score -1.417472e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 103643 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 117616 members 
Mstep: Class 10 contains 118861 members 
Mstep: Class 11 contains 52042 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102274 members 
Mstep: Class 15 contains 14403 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 117197 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107906 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 38263 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134052 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15194 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747104.000000 Penalty: 95283.945312
Iteration 376Q: 43 clusters Score -1.417471e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 10490 members 
Mstep: Class 3 contains 103644 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117607 members 
Mstep: Class 10 contains 118883 members 
Mstep: Class 11 contains 52040 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102245 members 
Mstep: Class 15 contains 14409 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 117194 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107900 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 38280 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134054 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38527 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15192 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747088.000000 Penalty: 95283.945312
Iteration 377Q: 43 clusters Score -1.417471e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 10489 members 
Mstep: Class 3 contains 103645 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 117588 members 
Mstep: Class 10 contains 118892 members 
Mstep: Class 11 contains 52041 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102217 members 
Mstep: Class 15 contains 14412 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 117206 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107893 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 38303 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134052 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38532 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746896.000000 Penalty: 95283.945312
Iteration 378Q: 43 clusters Score -1.417469e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 103645 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 117582 members 
Mstep: Class 10 contains 118911 members 
Mstep: Class 11 contains 52040 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102198 members 
Mstep: Class 15 contains 14412 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5176 members 
Mstep: Class 18 contains 117204 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107886 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 38320 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134049 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38535 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15192 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746992.000000 Penalty: 95283.945312
Iteration 379Q: 43 clusters Score -1.41747e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 103644 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4556 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117573 members 
Mstep: Class 10 contains 118913 members 
Mstep: Class 11 contains 52038 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102187 members 
Mstep: Class 15 contains 14413 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 117210 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107890 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 38331 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134040 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38541 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15191 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746976.000000 Penalty: 95283.945312
Iteration 380F: 43 clusters Score -1.41747e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 103644 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117532 members 
Mstep: Class 10 contains 118925 members 
Mstep: Class 11 contains 52046 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102170 members 
Mstep: Class 15 contains 14412 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 117222 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107895 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16089 members 
Mstep: Class 28 contains 38355 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134032 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38541 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15194 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747024.000000 Penalty: 95283.945312
Iteration 381Q: 43 clusters Score -1.41747e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 103645 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117502 members 
Mstep: Class 10 contains 118933 members 
Mstep: Class 11 contains 52057 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102141 members 
Mstep: Class 15 contains 14416 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117247 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107904 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 38370 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134024 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38544 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746928.000000 Penalty: 95283.945312
Iteration 382Q: 43 clusters Score -1.417469e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 103645 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117485 members 
Mstep: Class 10 contains 118953 members 
Mstep: Class 11 contains 52062 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102112 members 
Mstep: Class 15 contains 14420 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117260 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107908 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 38382 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134018 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38546 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746848.000000 Penalty: 95283.945312
Iteration 383Q: 43 clusters Score -1.417468e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 103643 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 117473 members 
Mstep: Class 10 contains 118970 members 
Mstep: Class 11 contains 52059 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102075 members 
Mstep: Class 15 contains 14425 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117263 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107918 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 38394 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134017 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38545 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747008.000000 Penalty: 95283.945312
Iteration 384Q: 43 clusters Score -1.41747e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103643 members 
Mstep: Class 4 contains 8264 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 117465 members 
Mstep: Class 10 contains 118972 members 
Mstep: Class 11 contains 52065 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102037 members 
Mstep: Class 15 contains 14428 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117275 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107922 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16090 members 
Mstep: Class 28 contains 38404 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134015 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38550 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 95283.945312
Iteration 385Q: 43 clusters Score -1.417471e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 103643 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4558 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 117458 members 
Mstep: Class 10 contains 118982 members 
Mstep: Class 11 contains 52074 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 102000 members 
Mstep: Class 15 contains 14430 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117297 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107929 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 38404 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134011 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38549 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747040.000000 Penalty: 95283.945312
Iteration 386Q: 43 clusters Score -1.41747e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 103646 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4561 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 117445 members 
Mstep: Class 10 contains 119008 members 
Mstep: Class 11 contains 52078 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101963 members 
Mstep: Class 15 contains 14430 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117320 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107922 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 38405 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134005 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38551 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747072.000000 Penalty: 95283.945312
Iteration 387Q: 43 clusters Score -1.417471e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103647 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117438 members 
Mstep: Class 10 contains 119045 members 
Mstep: Class 11 contains 52079 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101916 members 
Mstep: Class 15 contains 14434 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 117331 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107922 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 38404 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133996 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15193 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746864.000000 Penalty: 95283.945312
Iteration 388Q: 43 clusters Score -1.417469e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103648 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117453 members 
Mstep: Class 10 contains 119069 members 
Mstep: Class 11 contains 52082 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101857 members 
Mstep: Class 15 contains 14437 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 117342 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107918 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16089 members 
Mstep: Class 28 contains 38411 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133982 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746960.000000 Penalty: 95283.945312
Iteration 389Q: 43 clusters Score -1.41747e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103650 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117457 members 
Mstep: Class 10 contains 119089 members 
Mstep: Class 11 contains 52086 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101808 members 
Mstep: Class 15 contains 14439 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 117350 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107922 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 38424 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133970 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38553 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15198 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747008.000000 Penalty: 95283.945312
Iteration 390Q: 43 clusters Score -1.41747e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103653 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117467 members 
Mstep: Class 10 contains 119101 members 
Mstep: Class 11 contains 52091 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101779 members 
Mstep: Class 15 contains 14439 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 117348 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107938 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 638 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38427 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133956 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38549 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15198 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746848.000000 Penalty: 95283.945312
Iteration 391Q: 43 clusters Score -1.417468e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103663 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117486 members 
Mstep: Class 10 contains 119108 members 
Mstep: Class 11 contains 52097 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101747 members 
Mstep: Class 15 contains 14442 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 117339 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107936 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 38437 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133944 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38549 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15195 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746896.000000 Penalty: 95283.945312
Iteration 392Q: 43 clusters Score -1.417469e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103668 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117484 members 
Mstep: Class 10 contains 119114 members 
Mstep: Class 11 contains 52105 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101701 members 
Mstep: Class 15 contains 14444 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 117350 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107939 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 38454 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133932 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38551 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15195 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746928.000000 Penalty: 95283.945312
Iteration 393Q: 43 clusters Score -1.417469e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103671 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117474 members 
Mstep: Class 10 contains 119123 members 
Mstep: Class 11 contains 52110 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101659 members 
Mstep: Class 15 contains 14449 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 117353 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107949 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 38470 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133924 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746848.000000 Penalty: 95283.945312
Iteration 394Q: 43 clusters Score -1.417468e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103673 members 
Mstep: Class 4 contains 8264 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 117451 members 
Mstep: Class 10 contains 119135 members 
Mstep: Class 11 contains 52115 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101635 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5182 members 
Mstep: Class 18 contains 117343 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107943 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 38488 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133928 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38557 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15197 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746720.000000 Penalty: 95283.945312
Iteration 395Q: 43 clusters Score -1.417467e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103671 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117449 members 
Mstep: Class 10 contains 119135 members 
Mstep: Class 11 contains 52121 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101605 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 117341 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107944 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38496 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133935 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38559 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15198 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746704.000000 Penalty: 95283.945312
Iteration 396Q: 43 clusters Score -1.417467e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103670 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117463 members 
Mstep: Class 10 contains 119139 members 
Mstep: Class 11 contains 52124 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101571 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5184 members 
Mstep: Class 18 contains 117345 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107941 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38500 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133944 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38557 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15200 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746704.000000 Penalty: 95283.945312
Iteration 397Q: 43 clusters Score -1.417467e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103670 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117486 members 
Mstep: Class 10 contains 119140 members 
Mstep: Class 11 contains 52126 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101530 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5184 members 
Mstep: Class 18 contains 117352 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107935 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38504 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133951 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746752.000000 Penalty: 95283.945312
Iteration 398Q: 43 clusters Score -1.417468e+08 nChanged 178
Entering ConstructFrom: 
Score: -141746752.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (110151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Entering Unmasked Estep 
Score: -13853190.000000 Penalty: 1886.561279
	Iteration 0F: 2 clusters Score -1.385319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -13781290.000000 Penalty: 3773.122559
	Iteration 0F: 3 clusters Score -1.378129e+07 nChanged 52807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -13812222.000000 Penalty: 3773.122559
	Iteration 1F: 3 clusters Score -1.381222e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -13813699.000000 Penalty: 3773.122559
	Iteration 2Q: 3 clusters Score -1.38137e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -13816401.000000 Penalty: 3773.122559
	Iteration 3F: 3 clusters Score -1.38164e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -13820707.000000 Penalty: 3773.122559
	Iteration 4F: 3 clusters Score -1.382071e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -13826651.000000 Penalty: 3773.122559
	Iteration 5F: 3 clusters Score -1.382665e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 78750 members 
Entering Unmasked Estep 
Score: -13832905.000000 Penalty: 3773.122559
	Iteration 6F: 3 clusters Score -1.38329e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -13838315.000000 Penalty: 3773.122559
	Iteration 7F: 3 clusters Score -1.383832e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -13842155.000000 Penalty: 3773.122559
	Iteration 8Q: 3 clusters Score -1.384216e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -13844754.000000 Penalty: 3773.122559
	Iteration 9Q: 3 clusters Score -1.384475e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -13846289.000000 Penalty: 3773.122559
	Iteration 10Q: 3 clusters Score -1.384629e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -13847130.000000 Penalty: 3773.122559
	Iteration 11Q: 3 clusters Score -1.384713e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -13847655.000000 Penalty: 3773.122559
	Iteration 12Q: 3 clusters Score -1.384766e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -13847945.000000 Penalty: 3773.122559
	Iteration 13Q: 3 clusters Score -1.384794e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -13848244.000000 Penalty: 3773.122559
	Iteration 14Q: 3 clusters Score -1.384824e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -13848536.000000 Penalty: 3773.122559
	Iteration 15Q: 3 clusters Score -1.384854e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -13848733.000000 Penalty: 3773.122559
	Iteration 16Q: 3 clusters Score -1.384873e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -13848990.000000 Penalty: 3773.122559
	Iteration 17Q: 3 clusters Score -1.384899e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -13849300.000000 Penalty: 3773.122559
	Iteration 18Q: 3 clusters Score -1.38493e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -13849559.000000 Penalty: 3773.122559
	Iteration 19Q: 3 clusters Score -1.384956e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -13849783.000000 Penalty: 3773.122559
	Iteration 20F: 3 clusters Score -1.384978e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -13850032.000000 Penalty: 3773.122559
	Iteration 21Q: 3 clusters Score -1.385003e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -13850155.000000 Penalty: 3773.122559
	Iteration 22Q: 3 clusters Score -1.385016e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -13850290.000000 Penalty: 3773.122559
	Iteration 23Q: 3 clusters Score -1.385029e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -13850471.000000 Penalty: 3773.122559
	Iteration 24Q: 3 clusters Score -1.385047e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 102770 members 
Entering Unmasked Estep 
Score: -13850637.000000 Penalty: 3773.122559
	Iteration 25Q: 3 clusters Score -1.385064e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -13850773.000000 Penalty: 3773.122559
	Iteration 26Q: 3 clusters Score -1.385077e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -13850974.000000 Penalty: 3773.122559
	Iteration 27Q: 3 clusters Score -1.385097e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -13851091.000000 Penalty: 3773.122559
	Iteration 28Q: 3 clusters Score -1.385109e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 104679 members 
Entering Unmasked Estep 
Score: -13851200.000000 Penalty: 3773.122559
	Iteration 29Q: 3 clusters Score -1.38512e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -13851246.000000 Penalty: 3773.122559
	Iteration 30Q: 3 clusters Score -1.385125e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -13851320.000000 Penalty: 3773.122559
	Iteration 31Q: 3 clusters Score -1.385132e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -13851393.000000 Penalty: 3773.122559
	Iteration 32Q: 3 clusters Score -1.385139e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -13851436.000000 Penalty: 3773.122559
	Iteration 33Q: 3 clusters Score -1.385144e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -13851536.000000 Penalty: 3773.122559
	Iteration 34Q: 3 clusters Score -1.385154e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -13851659.000000 Penalty: 3773.122559
	Iteration 35Q: 3 clusters Score -1.385166e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -13851722.000000 Penalty: 3773.122559
	Iteration 36Q: 3 clusters Score -1.385172e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -13851768.000000 Penalty: 3773.122559
	Iteration 37Q: 3 clusters Score -1.385177e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -13851807.000000 Penalty: 3773.122559
	Iteration 38Q: 3 clusters Score -1.385181e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -13851813.000000 Penalty: 3773.122559
	Iteration 39Q: 3 clusters Score -1.385181e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -13851848.000000 Penalty: 3773.122559
	Iteration 40F: 3 clusters Score -1.385185e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -13851875.000000 Penalty: 3773.122559
	Iteration 41Q: 3 clusters Score -1.385188e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -13851889.000000 Penalty: 3773.122559
	Iteration 42Q: 3 clusters Score -1.385189e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 107905 members 
Entering Unmasked Estep 
Score: -13851893.000000 Penalty: 3773.122559
	Iteration 43Q: 3 clusters Score -1.385189e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -13851884.000000 Penalty: 3773.122559
	Iteration 44Q: 3 clusters Score -1.385188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -13851865.000000 Penalty: 3773.122559
	Iteration 45Q: 3 clusters Score -1.385186e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -13851893.000000 Penalty: 3773.122559
	Iteration 46Q: 3 clusters Score -1.385189e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -13851909.000000 Penalty: 3773.122559
	Iteration 47Q: 3 clusters Score -1.385191e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -13851895.000000 Penalty: 3773.122559
	Iteration 48Q: 3 clusters Score -1.38519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -13851900.000000 Penalty: 3773.122559
	Iteration 49Q: 3 clusters Score -1.38519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -13851911.000000 Penalty: 3773.122559
	Iteration 50Q: 3 clusters Score -1.385191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -13851900.000000 Penalty: 3773.122559
	Iteration 51Q: 3 clusters Score -1.38519e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 108297 members 
Entering Unmasked Estep 
Score: -13851911.000000 Penalty: 3773.122559
	Iteration 52Q: 3 clusters Score -1.385191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -13851893.000000 Penalty: 3773.122559
	Iteration 53Q: 3 clusters Score -1.385189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -13851917.000000 Penalty: 3773.122559
	Iteration 54Q: 3 clusters Score -1.385192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -13851893.000000 Penalty: 3773.122559
	Iteration 55Q: 3 clusters Score -1.385189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -13851886.000000 Penalty: 3773.122559
	Iteration 56Q: 3 clusters Score -1.385189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -13851871.000000 Penalty: 3773.122559
	Iteration 57Q: 3 clusters Score -1.385187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -13851886.000000 Penalty: 3773.122559
	Iteration 58Q: 3 clusters Score -1.385189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 108516 members 
Entering Unmasked Estep 
Score: -13851886.000000 Penalty: 3773.122559
	Iteration 59Q: 3 clusters Score -1.385189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -13851913.000000 Penalty: 3773.122559
	Iteration 60F: 3 clusters Score -1.385191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -13851908.000000 Penalty: 3773.122559
	Iteration 61Q: 3 clusters Score -1.385191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -13851917.000000 Penalty: 3773.122559
	Iteration 62Q: 3 clusters Score -1.385192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -13851927.000000 Penalty: 3773.122559
	Iteration 63Q: 3 clusters Score -1.385193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 108581 members 
Entering Unmasked Estep 
Score: -13851919.000000 Penalty: 3773.122559
	Iteration 64Q: 3 clusters Score -1.385192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -13851927.000000 Penalty: 3773.122559
	Iteration 65Q: 3 clusters Score -1.385193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -13851918.000000 Penalty: 3773.122559
	Iteration 66Q: 3 clusters Score -1.385192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -13851923.000000 Penalty: 3773.122559
	Iteration 67Q: 3 clusters Score -1.385192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -13851918.000000 Penalty: 3773.122559
	Iteration 68Q: 3 clusters Score -1.385192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -13851917.000000 Penalty: 3773.122559
	Iteration 69Q: 3 clusters Score -1.385192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -13851917.000000 Penalty: 3773.122559
	Iteration 70F: 3 clusters Score -1.385192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Entering Unmasked Estep 
Score: -1205127.875000 Penalty: 1504.252441
	Iteration 0F: 2 clusters Score -1205128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1197682.000000 Penalty: 3008.504883
	Iteration 0F: 3 clusters Score -1197682 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1200598.375000 Penalty: 3008.504883
	Iteration 1F: 3 clusters Score -1200598 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1201419.625000 Penalty: 3008.504883
	Iteration 2F: 3 clusters Score -1201420 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1202070.000000 Penalty: 3008.504883
	Iteration 3F: 3 clusters Score -1202070 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1202467.500000 Penalty: 3008.504883
	Iteration 4F: 3 clusters Score -1202468 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1202712.250000 Penalty: 3008.504883
	Iteration 5Q: 3 clusters Score -1202712 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1202886.625000 Penalty: 3008.504883
	Iteration 6Q: 3 clusters Score -1202887 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1203039.125000 Penalty: 3008.504883
	Iteration 7Q: 3 clusters Score -1203039 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1203167.000000 Penalty: 3008.504883
	Iteration 8Q: 3 clusters Score -1203167 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1203268.375000 Penalty: 3008.504883
	Iteration 9Q: 3 clusters Score -1203268 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1203345.250000 Penalty: 3008.504883
	Iteration 10Q: 3 clusters Score -1203345 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1203401.125000 Penalty: 3008.504883
	Iteration 11Q: 3 clusters Score -1203401 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1203455.125000 Penalty: 3008.504883
	Iteration 12Q: 3 clusters Score -1203455 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1203504.125000 Penalty: 3008.504883
	Iteration 13Q: 3 clusters Score -1203504 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1203551.250000 Penalty: 3008.504883
	Iteration 14Q: 3 clusters Score -1203551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1203596.375000 Penalty: 3008.504883
	Iteration 15Q: 3 clusters Score -1203596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1203632.250000 Penalty: 3008.504883
	Iteration 16Q: 3 clusters Score -1203632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1203681.500000 Penalty: 3008.504883
	Iteration 17Q: 3 clusters Score -1203682 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1203719.625000 Penalty: 3008.504883
	Iteration 18Q: 3 clusters Score -1203720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1203771.875000 Penalty: 3008.504883
	Iteration 19Q: 3 clusters Score -1203772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1203815.125000 Penalty: 3008.504883
	Iteration 20F: 3 clusters Score -1203815 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1203862.125000 Penalty: 3008.504883
	Iteration 21Q: 3 clusters Score -1203862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1203903.875000 Penalty: 3008.504883
	Iteration 22Q: 3 clusters Score -1203904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1203942.875000 Penalty: 3008.504883
	Iteration 23Q: 3 clusters Score -1203943 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1203986.250000 Penalty: 3008.504883
	Iteration 24Q: 3 clusters Score -1203986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1204031.125000 Penalty: 3008.504883
	Iteration 25Q: 3 clusters Score -1204031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1204062.250000 Penalty: 3008.504883
	Iteration 26Q: 3 clusters Score -1204062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1204096.500000 Penalty: 3008.504883
	Iteration 27Q: 3 clusters Score -1204096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1204132.500000 Penalty: 3008.504883
	Iteration 28Q: 3 clusters Score -1204132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1204153.000000 Penalty: 3008.504883
	Iteration 29Q: 3 clusters Score -1204153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1204174.625000 Penalty: 3008.504883
	Iteration 30Q: 3 clusters Score -1204175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1204182.250000 Penalty: 3008.504883
	Iteration 31Q: 3 clusters Score -1204182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1204192.375000 Penalty: 3008.504883
	Iteration 32Q: 3 clusters Score -1204192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1204195.375000 Penalty: 3008.504883
	Iteration 33Q: 3 clusters Score -1204195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1204204.000000 Penalty: 3008.504883
	Iteration 34Q: 3 clusters Score -1204204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1204213.375000 Penalty: 3008.504883
	Iteration 35Q: 3 clusters Score -1204213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1204217.750000 Penalty: 3008.504883
	Iteration 36Q: 3 clusters Score -1204218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1204224.875000 Penalty: 3008.504883
	Iteration 37Q: 3 clusters Score -1204225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1204234.250000 Penalty: 3008.504883
	Iteration 38Q: 3 clusters Score -1204234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1204240.750000 Penalty: 3008.504883
	Iteration 39Q: 3 clusters Score -1204241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1204248.750000 Penalty: 3008.504883
	Iteration 40F: 3 clusters Score -1204249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1204258.000000 Penalty: 3008.504883
	Iteration 41Q: 3 clusters Score -1204258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1204269.250000 Penalty: 3008.504883
	Iteration 42Q: 3 clusters Score -1204269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1204279.000000 Penalty: 3008.504883
	Iteration 43Q: 3 clusters Score -1204279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1204294.375000 Penalty: 3008.504883
	Iteration 44Q: 3 clusters Score -1204294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1204324.625000 Penalty: 3008.504883
	Iteration 45Q: 3 clusters Score -1204325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1204361.625000 Penalty: 3008.504883
	Iteration 46Q: 3 clusters Score -1204362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1204392.375000 Penalty: 3008.504883
	Iteration 47Q: 3 clusters Score -1204392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1204420.750000 Penalty: 3008.504883
	Iteration 48Q: 3 clusters Score -1204421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1204464.875000 Penalty: 3008.504883
	Iteration 49Q: 3 clusters Score -1204465 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1204502.000000 Penalty: 3008.504883
	Iteration 50Q: 3 clusters Score -1204502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1204538.625000 Penalty: 3008.504883
	Iteration 51Q: 3 clusters Score -1204539 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1204575.375000 Penalty: 3008.504883
	Iteration 52Q: 3 clusters Score -1204575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1204613.250000 Penalty: 3008.504883
	Iteration 53Q: 3 clusters Score -1204613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1204641.250000 Penalty: 3008.504883
	Iteration 54Q: 3 clusters Score -1204641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1204667.875000 Penalty: 3008.504883
	Iteration 55Q: 3 clusters Score -1204668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1204690.750000 Penalty: 3008.504883
	Iteration 56Q: 3 clusters Score -1204691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1204706.000000 Penalty: 3008.504883
	Iteration 57Q: 3 clusters Score -1204706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1204712.125000 Penalty: 3008.504883
	Iteration 58Q: 3 clusters Score -1204712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1204712.500000 Penalty: 3008.504883
	Iteration 59Q: 3 clusters Score -1204712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1204717.250000 Penalty: 3008.504883
	Iteration 60F: 3 clusters Score -1204717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1204716.500000 Penalty: 3008.504883
	Iteration 61Q: 3 clusters Score -1204716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1204719.750000 Penalty: 3008.504883
	Iteration 62Q: 3 clusters Score -1204720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1204719.125000 Penalty: 3008.504883
	Iteration 63Q: 3 clusters Score -1204719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1204725.375000 Penalty: 3008.504883
	Iteration 64Q: 3 clusters Score -1204725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1204725.750000 Penalty: 3008.504883
	Iteration 65Q: 3 clusters Score -1204726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1204729.000000 Penalty: 3008.504883
	Iteration 66Q: 3 clusters Score -1204729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1204730.250000 Penalty: 3008.504883
	Iteration 67Q: 3 clusters Score -1204730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1204729.375000 Penalty: 3008.504883
	Iteration 68Q: 3 clusters Score -1204729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1204729.375000 Penalty: 3008.504883
	Iteration 69F: 3 clusters Score -1204729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Entering Unmasked Estep 
Score: -12801601.000000 Penalty: 1876.713501
	Iteration 0F: 2 clusters Score -1.28016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -12733885.000000 Penalty: 3753.427002
	Iteration 0F: 3 clusters Score -1.273388e+07 nChanged 49741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -12763558.000000 Penalty: 3753.427002
	Iteration 1F: 3 clusters Score -1.276356e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -12765429.000000 Penalty: 3753.427002
	Iteration 2Q: 3 clusters Score -1.276543e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -12768313.000000 Penalty: 3753.427002
	Iteration 3Q: 3 clusters Score -1.276831e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -12772225.000000 Penalty: 3753.427002
	Iteration 4F: 3 clusters Score -1.277222e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -12777296.000000 Penalty: 3753.427002
	Iteration 5F: 3 clusters Score -1.27773e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -12782537.000000 Penalty: 3753.427002
	Iteration 6F: 3 clusters Score -1.278254e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -12786974.000000 Penalty: 3753.427002
	Iteration 7F: 3 clusters Score -1.278697e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -12790139.000000 Penalty: 3753.427002
	Iteration 8F: 3 clusters Score -1.279014e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -12791998.000000 Penalty: 3753.427002
	Iteration 9Q: 3 clusters Score -1.2792e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -12793538.000000 Penalty: 3753.427002
	Iteration 10Q: 3 clusters Score -1.279354e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -12794922.000000 Penalty: 3753.427002
	Iteration 11Q: 3 clusters Score -1.279492e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -12796334.000000 Penalty: 3753.427002
	Iteration 12Q: 3 clusters Score -1.279633e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -12797553.000000 Penalty: 3753.427002
	Iteration 13Q: 3 clusters Score -1.279755e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -12798461.000000 Penalty: 3753.427002
	Iteration 14Q: 3 clusters Score -1.279846e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -12799138.000000 Penalty: 3753.427002
	Iteration 15Q: 3 clusters Score -1.279914e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -12799644.000000 Penalty: 3753.427002
	Iteration 16Q: 3 clusters Score -1.279964e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -12799918.000000 Penalty: 3753.427002
	Iteration 17Q: 3 clusters Score -1.279992e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -12800177.000000 Penalty: 3753.427002
	Iteration 18Q: 3 clusters Score -1.280018e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -12800318.000000 Penalty: 3753.427002
	Iteration 19Q: 3 clusters Score -1.280032e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -12800454.000000 Penalty: 3753.427002
	Iteration 20F: 3 clusters Score -1.280045e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -12800486.000000 Penalty: 3753.427002
	Iteration 21Q: 3 clusters Score -1.280049e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -12800610.000000 Penalty: 3753.427002
	Iteration 22Q: 3 clusters Score -1.280061e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -12800627.000000 Penalty: 3753.427002
	Iteration 23Q: 3 clusters Score -1.280063e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -12800785.000000 Penalty: 3753.427002
	Iteration 24Q: 3 clusters Score -1.280078e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -12800830.000000 Penalty: 3753.427002
	Iteration 25Q: 3 clusters Score -1.280083e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -12800896.000000 Penalty: 3753.427002
	Iteration 26Q: 3 clusters Score -1.28009e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -12800933.000000 Penalty: 3753.427002
	Iteration 27Q: 3 clusters Score -1.280093e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -12800949.000000 Penalty: 3753.427002
	Iteration 28Q: 3 clusters Score -1.280095e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -12801027.000000 Penalty: 3753.427002
	Iteration 29Q: 3 clusters Score -1.280103e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -12801058.000000 Penalty: 3753.427002
	Iteration 30Q: 3 clusters Score -1.280106e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -12801076.000000 Penalty: 3753.427002
	Iteration 31Q: 3 clusters Score -1.280108e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -12801091.000000 Penalty: 3753.427002
	Iteration 32Q: 3 clusters Score -1.280109e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -12801143.000000 Penalty: 3753.427002
	Iteration 33Q: 3 clusters Score -1.280114e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -12801161.000000 Penalty: 3753.427002
	Iteration 34Q: 3 clusters Score -1.280116e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -12801165.000000 Penalty: 3753.427002
	Iteration 35Q: 3 clusters Score -1.280116e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -12801171.000000 Penalty: 3753.427002
	Iteration 36Q: 3 clusters Score -1.280117e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -12801183.000000 Penalty: 3753.427002
	Iteration 37Q: 3 clusters Score -1.280118e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83049 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -12801260.000000 Penalty: 3753.427002
	Iteration 38Q: 3 clusters Score -1.280126e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -12801222.000000 Penalty: 3753.427002
	Iteration 39Q: 3 clusters Score -1.280122e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -12801209.000000 Penalty: 3753.427002
	Iteration 40F: 3 clusters Score -1.280121e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -12801221.000000 Penalty: 3753.427002
	Iteration 41Q: 3 clusters Score -1.280122e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -12801244.000000 Penalty: 3753.427002
	Iteration 42Q: 3 clusters Score -1.280124e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -12801257.000000 Penalty: 3753.427002
	Iteration 43Q: 3 clusters Score -1.280126e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -12801299.000000 Penalty: 3753.427002
	Iteration 44Q: 3 clusters Score -1.28013e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -12801337.000000 Penalty: 3753.427002
	Iteration 45Q: 3 clusters Score -1.280134e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -12801342.000000 Penalty: 3753.427002
	Iteration 46Q: 3 clusters Score -1.280134e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -12801314.000000 Penalty: 3753.427002
	Iteration 47Q: 3 clusters Score -1.280131e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -12801299.000000 Penalty: 3753.427002
	Iteration 48Q: 3 clusters Score -1.28013e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -12801307.000000 Penalty: 3753.427002
	Iteration 49Q: 3 clusters Score -1.280131e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -12801331.000000 Penalty: 3753.427002
	Iteration 50Q: 3 clusters Score -1.280133e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -12801327.000000 Penalty: 3753.427002
	Iteration 51Q: 3 clusters Score -1.280133e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -12801344.000000 Penalty: 3753.427002
	Iteration 52Q: 3 clusters Score -1.280134e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -12801350.000000 Penalty: 3753.427002
	Iteration 53Q: 3 clusters Score -1.280135e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -12801362.000000 Penalty: 3753.427002
	Iteration 54Q: 3 clusters Score -1.280136e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -12801363.000000 Penalty: 3753.427002
	Iteration 55Q: 3 clusters Score -1.280136e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -12801380.000000 Penalty: 3753.427002
	Iteration 56Q: 3 clusters Score -1.280138e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -12801390.000000 Penalty: 3753.427002
	Iteration 57Q: 3 clusters Score -1.280139e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -12801390.000000 Penalty: 3753.427002
	Iteration 58Q: 3 clusters Score -1.280139e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -12801384.000000 Penalty: 3753.427002
	Iteration 59Q: 3 clusters Score -1.280138e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -12801381.000000 Penalty: 3753.427002
	Iteration 60F: 3 clusters Score -1.280138e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -12801381.000000 Penalty: 3753.427002
	Iteration 61Q: 3 clusters Score -1.280138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -12801400.000000 Penalty: 3753.427002
	Iteration 62Q: 3 clusters Score -1.28014e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -12801399.000000 Penalty: 3753.427002
	Iteration 63Q: 3 clusters Score -1.28014e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -12801410.000000 Penalty: 3753.427002
	Iteration 64Q: 3 clusters Score -1.280141e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -12801415.000000 Penalty: 3753.427002
	Iteration 65Q: 3 clusters Score -1.280142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86275 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -12801411.000000 Penalty: 3753.427002
	Iteration 66Q: 3 clusters Score -1.280141e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -12801391.000000 Penalty: 3753.427002
	Iteration 67Q: 3 clusters Score -1.280139e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -12801400.000000 Penalty: 3753.427002
	Iteration 68Q: 3 clusters Score -1.28014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -12801407.000000 Penalty: 3753.427002
	Iteration 69Q: 3 clusters Score -1.280141e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -12801417.000000 Penalty: 3753.427002
	Iteration 70Q: 3 clusters Score -1.280142e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -12801443.000000 Penalty: 3753.427002
	Iteration 71Q: 3 clusters Score -1.280144e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -12801449.000000 Penalty: 3753.427002
	Iteration 72Q: 3 clusters Score -1.280145e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -12801453.000000 Penalty: 3753.427002
	Iteration 73Q: 3 clusters Score -1.280145e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -12801469.000000 Penalty: 3753.427002
	Iteration 74Q: 3 clusters Score -1.280147e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -12801457.000000 Penalty: 3753.427002
	Iteration 75Q: 3 clusters Score -1.280146e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -12801456.000000 Penalty: 3753.427002
	Iteration 76Q: 3 clusters Score -1.280146e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -12801454.000000 Penalty: 3753.427002
	Iteration 77Q: 3 clusters Score -1.280145e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -12801430.000000 Penalty: 3753.427002
	Iteration 78Q: 3 clusters Score -1.280143e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -12801446.000000 Penalty: 3753.427002
	Iteration 79Q: 3 clusters Score -1.280145e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -12801445.000000 Penalty: 3753.427002
	Iteration 80F: 3 clusters Score -1.280144e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -12801439.000000 Penalty: 3753.427002
	Iteration 81Q: 3 clusters Score -1.280144e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -12801444.000000 Penalty: 3753.427002
	Iteration 82Q: 3 clusters Score -1.280144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -12801459.000000 Penalty: 3753.427002
	Iteration 83Q: 3 clusters Score -1.280146e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -12801484.000000 Penalty: 3753.427002
	Iteration 84Q: 3 clusters Score -1.280148e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -12801463.000000 Penalty: 3753.427002
	Iteration 85Q: 3 clusters Score -1.280146e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -12801440.000000 Penalty: 3753.427002
	Iteration 86Q: 3 clusters Score -1.280144e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -12801436.000000 Penalty: 3753.427002
	Iteration 87Q: 3 clusters Score -1.280144e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -12801424.000000 Penalty: 3753.427002
	Iteration 88Q: 3 clusters Score -1.280142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -12801399.000000 Penalty: 3753.427002
	Iteration 89Q: 3 clusters Score -1.28014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -12801400.000000 Penalty: 3753.427002
	Iteration 90Q: 3 clusters Score -1.28014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -12801394.000000 Penalty: 3753.427002
	Iteration 91Q: 3 clusters Score -1.280139e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -12801397.000000 Penalty: 3753.427002
	Iteration 92Q: 3 clusters Score -1.28014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -12801398.000000 Penalty: 3753.427002
	Iteration 93Q: 3 clusters Score -1.28014e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -12801430.000000 Penalty: 3753.427002
	Iteration 94Q: 3 clusters Score -1.280143e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -12801440.000000 Penalty: 3753.427002
	Iteration 95Q: 3 clusters Score -1.280144e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -12801457.000000 Penalty: 3753.427002
	Iteration 96Q: 3 clusters Score -1.280146e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -12801455.000000 Penalty: 3753.427002
	Iteration 97Q: 3 clusters Score -1.280146e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -12801436.000000 Penalty: 3753.427002
	Iteration 98Q: 3 clusters Score -1.280144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -12801449.000000 Penalty: 3753.427002
	Iteration 99Q: 3 clusters Score -1.280145e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -12801455.000000 Penalty: 3753.427002
	Iteration 100F: 3 clusters Score -1.280146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -12801435.000000 Penalty: 3753.427002
	Iteration 101Q: 3 clusters Score -1.280144e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -12801443.000000 Penalty: 3753.427002
	Iteration 102Q: 3 clusters Score -1.280144e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -12801431.000000 Penalty: 3753.427002
	Iteration 103Q: 3 clusters Score -1.280143e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -12801421.000000 Penalty: 3753.427002
	Iteration 104Q: 3 clusters Score -1.280142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -12801418.000000 Penalty: 3753.427002
	Iteration 105Q: 3 clusters Score -1.280142e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -12801418.000000 Penalty: 3753.427002
	Iteration 106Q: 3 clusters Score -1.280142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -12801406.000000 Penalty: 3753.427002
	Iteration 107Q: 3 clusters Score -1.280141e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -12801393.000000 Penalty: 3753.427002
	Iteration 108Q: 3 clusters Score -1.280139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -12801410.000000 Penalty: 3753.427002
	Iteration 109Q: 3 clusters Score -1.280141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -12801413.000000 Penalty: 3753.427002
	Iteration 110Q: 3 clusters Score -1.280141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -12801400.000000 Penalty: 3753.427002
	Iteration 111Q: 3 clusters Score -1.28014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -12801423.000000 Penalty: 3753.427002
	Iteration 112Q: 3 clusters Score -1.280142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -12801418.000000 Penalty: 3753.427002
	Iteration 113Q: 3 clusters Score -1.280142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -12801419.000000 Penalty: 3753.427002
	Iteration 114Q: 3 clusters Score -1.280142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -12801427.000000 Penalty: 3753.427002
	Iteration 115Q: 3 clusters Score -1.280143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -12801424.000000 Penalty: 3753.427002
	Iteration 116Q: 3 clusters Score -1.280142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -12801420.000000 Penalty: 3753.427002
	Iteration 117Q: 3 clusters Score -1.280142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -12801432.000000 Penalty: 3753.427002
	Iteration 118Q: 3 clusters Score -1.280143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -12801445.000000 Penalty: 3753.427002
	Iteration 119Q: 3 clusters Score -1.280144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -12801445.000000 Penalty: 3753.427002
	Iteration 120F: 3 clusters Score -1.280144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -12801438.000000 Penalty: 3753.427002
	Iteration 121Q: 3 clusters Score -1.280144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -12801443.000000 Penalty: 3753.427002
	Iteration 122Q: 3 clusters Score -1.280144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -12801435.000000 Penalty: 3753.427002
	Iteration 123Q: 3 clusters Score -1.280144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -12801435.000000 Penalty: 3753.427002
	Iteration 124Q: 3 clusters Score -1.280144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -12801423.000000 Penalty: 3753.427002
	Iteration 125Q: 3 clusters Score -1.280142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -12801435.000000 Penalty: 3753.427002
	Iteration 126Q: 3 clusters Score -1.280144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -12801433.000000 Penalty: 3753.427002
	Iteration 127Q: 3 clusters Score -1.280143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -12801437.000000 Penalty: 3753.427002
	Iteration 128Q: 3 clusters Score -1.280144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -12801430.000000 Penalty: 3753.427002
	Iteration 129Q: 3 clusters Score -1.280143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -12801429.000000 Penalty: 3753.427002
	Iteration 130Q: 3 clusters Score -1.280143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -12801435.000000 Penalty: 3753.427002
	Iteration 131Q: 3 clusters Score -1.280144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -12801432.000000 Penalty: 3753.427002
	Iteration 132Q: 3 clusters Score -1.280143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -12801438.000000 Penalty: 3753.427002
	Iteration 133Q: 3 clusters Score -1.280144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -12801438.000000 Penalty: 3753.427002
	Iteration 134Q: 3 clusters Score -1.280144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -12801429.000000 Penalty: 3753.427002
	Iteration 135Q: 3 clusters Score -1.280143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -12801431.000000 Penalty: 3753.427002
	Iteration 136Q: 3 clusters Score -1.280143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -12801418.000000 Penalty: 3753.427002
	Iteration 137Q: 3 clusters Score -1.280142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -12801422.000000 Penalty: 3753.427002
	Iteration 138Q: 3 clusters Score -1.280142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -12801419.000000 Penalty: 3753.427002
	Iteration 139Q: 3 clusters Score -1.280142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -12801428.000000 Penalty: 3753.427002
	Iteration 140F: 3 clusters Score -1.280143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -12801429.000000 Penalty: 3753.427002
	Iteration 141Q: 3 clusters Score -1.280143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -12801431.000000 Penalty: 3753.427002
	Iteration 142Q: 3 clusters Score -1.280143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -12801442.000000 Penalty: 3753.427002
	Iteration 143Q: 3 clusters Score -1.280144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -12801427.000000 Penalty: 3753.427002
	Iteration 144Q: 3 clusters Score -1.280143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -12801417.000000 Penalty: 3753.427002
	Iteration 145Q: 3 clusters Score -1.280142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -12801414.000000 Penalty: 3753.427002
	Iteration 146Q: 3 clusters Score -1.280141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -12801414.000000 Penalty: 3753.427002
	Iteration 147Q: 3 clusters Score -1.280141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -12801399.000000 Penalty: 3753.427002
	Iteration 148Q: 3 clusters Score -1.28014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -12801388.000000 Penalty: 3753.427002
	Iteration 149Q: 3 clusters Score -1.280139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -12801397.000000 Penalty: 3753.427002
	Iteration 150Q: 3 clusters Score -1.28014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -12801397.000000 Penalty: 3753.427002
	Iteration 151Q: 3 clusters Score -1.28014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -12801406.000000 Penalty: 3753.427002
	Iteration 152Q: 3 clusters Score -1.280141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -12801410.000000 Penalty: 3753.427002
	Iteration 153Q: 3 clusters Score -1.280141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -12801395.000000 Penalty: 3753.427002
	Iteration 154Q: 3 clusters Score -1.28014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -12801395.000000 Penalty: 3753.427002
	Iteration 155Q: 3 clusters Score -1.28014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -12801393.000000 Penalty: 3753.427002
	Iteration 156Q: 3 clusters Score -1.280139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -12801401.000000 Penalty: 3753.427002
	Iteration 157Q: 3 clusters Score -1.28014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -12801390.000000 Penalty: 3753.427002
	Iteration 158Q: 3 clusters Score -1.280139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -12801396.000000 Penalty: 3753.427002
	Iteration 159Q: 3 clusters Score -1.28014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -12801399.000000 Penalty: 3753.427002
	Iteration 160F: 3 clusters Score -1.28014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -12801398.000000 Penalty: 3753.427002
	Iteration 161Q: 3 clusters Score -1.28014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -12801402.000000 Penalty: 3753.427002
	Iteration 162Q: 3 clusters Score -1.28014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -12801404.000000 Penalty: 3753.427002
	Iteration 163Q: 3 clusters Score -1.28014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -12801408.000000 Penalty: 3753.427002
	Iteration 164Q: 3 clusters Score -1.280141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -12801396.000000 Penalty: 3753.427002
	Iteration 165Q: 3 clusters Score -1.28014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -12801402.000000 Penalty: 3753.427002
	Iteration 166Q: 3 clusters Score -1.28014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -12801403.000000 Penalty: 3753.427002
	Iteration 167Q: 3 clusters Score -1.28014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -12801403.000000 Penalty: 3753.427002
	Iteration 168F: 3 clusters Score -1.28014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -1028071.312500 Penalty: 1465.734741
	Iteration 0F: 2 clusters Score -1028071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1022000.125000 Penalty: 2931.469482
	Iteration 0F: 3 clusters Score -1022000 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1023897.625000 Penalty: 2931.469482
	Iteration 1F: 3 clusters Score -1023898 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1024157.625000 Penalty: 2931.469482
	Iteration 2F: 3 clusters Score -1024158 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1024364.812500 Penalty: 2931.469482
	Iteration 3F: 3 clusters Score -1024365 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1024559.875000 Penalty: 2931.469482
	Iteration 4Q: 3 clusters Score -1024560 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1024763.000000 Penalty: 2931.469482
	Iteration 5Q: 3 clusters Score -1024763 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1024936.125000 Penalty: 2931.469482
	Iteration 6Q: 3 clusters Score -1024936 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1025156.125000 Penalty: 2931.469482
	Iteration 7Q: 3 clusters Score -1025156 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1025414.812500 Penalty: 2931.469482
	Iteration 8Q: 3 clusters Score -1025415 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1025678.750000 Penalty: 2931.469482
	Iteration 9Q: 3 clusters Score -1025679 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1025892.687500 Penalty: 2931.469482
	Iteration 10Q: 3 clusters Score -1025893 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1026099.000000 Penalty: 2931.469482
	Iteration 11Q: 3 clusters Score -1026099 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1026276.500000 Penalty: 2931.469482
	Iteration 12Q: 3 clusters Score -1026276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1026403.625000 Penalty: 2931.469482
	Iteration 13Q: 3 clusters Score -1026404 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1026528.250000 Penalty: 2931.469482
	Iteration 14Q: 3 clusters Score -1026528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1026614.812500 Penalty: 2931.469482
	Iteration 15Q: 3 clusters Score -1026615 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1026678.812500 Penalty: 2931.469482
	Iteration 16Q: 3 clusters Score -1026679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1026718.562500 Penalty: 2931.469482
	Iteration 17Q: 3 clusters Score -1026719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1026756.437500 Penalty: 2931.469482
	Iteration 18Q: 3 clusters Score -1026756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1026773.500000 Penalty: 2931.469482
	Iteration 19Q: 3 clusters Score -1026774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1026788.687500 Penalty: 2931.469482
	Iteration 20F: 3 clusters Score -1026789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1026798.625000 Penalty: 2931.469482
	Iteration 21Q: 3 clusters Score -1026799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1026808.125000 Penalty: 2931.469482
	Iteration 22Q: 3 clusters Score -1026808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1026824.125000 Penalty: 2931.469482
	Iteration 23Q: 3 clusters Score -1026824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1026830.312500 Penalty: 2931.469482
	Iteration 24Q: 3 clusters Score -1026830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1026831.250000 Penalty: 2931.469482
	Iteration 25Q: 3 clusters Score -1026831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1026831.937500 Penalty: 2931.469482
	Iteration 26Q: 3 clusters Score -1026832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1026835.125000 Penalty: 2931.469482
	Iteration 27Q: 3 clusters Score -1026835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1026837.187500 Penalty: 2931.469482
	Iteration 28Q: 3 clusters Score -1026837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1026837.750000 Penalty: 2931.469482
	Iteration 29Q: 3 clusters Score -1026838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1026839.062500 Penalty: 2931.469482
	Iteration 30Q: 3 clusters Score -1026839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1026839.625000 Penalty: 2931.469482
	Iteration 31Q: 3 clusters Score -1026840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1026838.687500 Penalty: 2931.469482
	Iteration 32Q: 3 clusters Score -1026839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1026842.750000 Penalty: 2931.469482
	Iteration 33Q: 3 clusters Score -1026843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1026845.125000 Penalty: 2931.469482
	Iteration 34Q: 3 clusters Score -1026845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1026845.125000 Penalty: 2931.469482
	Iteration 35F: 3 clusters Score -1026845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Entering Unmasked Estep 
Score: -702882.375000 Penalty: 1410.967651
	Iteration 0F: 2 clusters Score -702882.4 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 2950 members 
Entering Unmasked Estep 
Score: -698343.687500 Penalty: 2821.935303
	Iteration 0F: 3 clusters Score -698343.7 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -699802.625000 Penalty: 2821.935303
	Iteration 1F: 3 clusters Score -699802.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -700123.187500 Penalty: 2821.935303
	Iteration 2F: 3 clusters Score -700123.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -700393.875000 Penalty: 2821.935303
	Iteration 3F: 3 clusters Score -700393.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -700637.375000 Penalty: 2821.935303
	Iteration 4F: 3 clusters Score -700637.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -700838.937500 Penalty: 2821.935303
	Iteration 5F: 3 clusters Score -700838.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -700990.062500 Penalty: 2821.935303
	Iteration 6Q: 3 clusters Score -700990.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -701106.437500 Penalty: 2821.935303
	Iteration 7Q: 3 clusters Score -701106.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -701199.625000 Penalty: 2821.935303
	Iteration 8Q: 3 clusters Score -701199.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -701298.250000 Penalty: 2821.935303
	Iteration 9Q: 3 clusters Score -701298.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -701369.312500 Penalty: 2821.935303
	Iteration 10Q: 3 clusters Score -701369.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -701433.000000 Penalty: 2821.935303
	Iteration 11Q: 3 clusters Score -701433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -701479.687500 Penalty: 2821.935303
	Iteration 12Q: 3 clusters Score -701479.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -701514.750000 Penalty: 2821.935303
	Iteration 13Q: 3 clusters Score -701514.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -701553.000000 Penalty: 2821.935303
	Iteration 14Q: 3 clusters Score -701553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -701598.125000 Penalty: 2821.935303
	Iteration 15Q: 3 clusters Score -701598.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -701649.875000 Penalty: 2821.935303
	Iteration 16Q: 3 clusters Score -701649.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -701690.250000 Penalty: 2821.935303
	Iteration 17Q: 3 clusters Score -701690.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -701726.750000 Penalty: 2821.935303
	Iteration 18Q: 3 clusters Score -701726.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -701773.500000 Penalty: 2821.935303
	Iteration 19Q: 3 clusters Score -701773.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -701798.437500 Penalty: 2821.935303
	Iteration 20F: 3 clusters Score -701798.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -701820.187500 Penalty: 2821.935303
	Iteration 21Q: 3 clusters Score -701820.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -701845.500000 Penalty: 2821.935303
	Iteration 22Q: 3 clusters Score -701845.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -701865.500000 Penalty: 2821.935303
	Iteration 23Q: 3 clusters Score -701865.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -701879.625000 Penalty: 2821.935303
	Iteration 24Q: 3 clusters Score -701879.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -701888.187500 Penalty: 2821.935303
	Iteration 25Q: 3 clusters Score -701888.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -701894.000000 Penalty: 2821.935303
	Iteration 26Q: 3 clusters Score -701894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -701898.875000 Penalty: 2821.935303
	Iteration 27Q: 3 clusters Score -701898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -701899.437500 Penalty: 2821.935303
	Iteration 28Q: 3 clusters Score -701899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -701901.562500 Penalty: 2821.935303
	Iteration 29Q: 3 clusters Score -701901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -701902.687500 Penalty: 2821.935303
	Iteration 30Q: 3 clusters Score -701902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -701905.187500 Penalty: 2821.935303
	Iteration 31Q: 3 clusters Score -701905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -701909.437500 Penalty: 2821.935303
	Iteration 32Q: 3 clusters Score -701909.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -701911.062500 Penalty: 2821.935303
	Iteration 33Q: 3 clusters Score -701911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -701913.687500 Penalty: 2821.935303
	Iteration 34Q: 3 clusters Score -701913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -701914.312500 Penalty: 2821.935303
	Iteration 35Q: 3 clusters Score -701914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -701916.562500 Penalty: 2821.935303
	Iteration 36Q: 3 clusters Score -701916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -701918.250000 Penalty: 2821.935303
	Iteration 37Q: 3 clusters Score -701918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -701920.875000 Penalty: 2821.935303
	Iteration 38Q: 3 clusters Score -701920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -701925.750000 Penalty: 2821.935303
	Iteration 39Q: 3 clusters Score -701925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -701927.875000 Penalty: 2821.935303
	Iteration 40F: 3 clusters Score -701927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -701931.187500 Penalty: 2821.935303
	Iteration 41Q: 3 clusters Score -701931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -701935.312500 Penalty: 2821.935303
	Iteration 42Q: 3 clusters Score -701935.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -701943.500000 Penalty: 2821.935303
	Iteration 43Q: 3 clusters Score -701943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -701948.500000 Penalty: 2821.935303
	Iteration 44Q: 3 clusters Score -701948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -701952.000000 Penalty: 2821.935303
	Iteration 45Q: 3 clusters Score -701952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -701956.250000 Penalty: 2821.935303
	Iteration 46Q: 3 clusters Score -701956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -701957.500000 Penalty: 2821.935303
	Iteration 47Q: 3 clusters Score -701957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -701958.750000 Penalty: 2821.935303
	Iteration 48Q: 3 clusters Score -701958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -701958.750000 Penalty: 2821.935303
	Iteration 49F: 3 clusters Score -701958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -572827.625000 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -572827.6 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 2352 members 
Entering Unmasked Estep 
Score: -569126.937500 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -569126.9 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -570085.500000 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -570085.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -570235.687500 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -570235.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -570356.750000 Penalty: 2738.791016
	Iteration 3F: 3 clusters Score -570356.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -570464.625000 Penalty: 2738.791016
	Iteration 4Q: 3 clusters Score -570464.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -570579.187500 Penalty: 2738.791016
	Iteration 5Q: 3 clusters Score -570579.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -570687.187500 Penalty: 2738.791016
	Iteration 6Q: 3 clusters Score -570687.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -570790.187500 Penalty: 2738.791016
	Iteration 7Q: 3 clusters Score -570790.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -570888.062500 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -570888.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -570987.437500 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -570987.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -571071.437500 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -571071.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -571130.437500 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -571130.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -571190.437500 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -571190.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -571241.187500 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -571241.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -571302.500000 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -571302.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -571352.062500 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -571352.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -571391.312500 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -571391.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -571416.062500 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -571416.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -571432.562500 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -571432.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -571448.250000 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -571448.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -571467.562500 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -571467.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -571481.687500 Penalty: 2738.791016
	Iteration 21Q: 3 clusters Score -571481.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -571497.062500 Penalty: 2738.791016
	Iteration 22Q: 3 clusters Score -571497.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -571513.187500 Penalty: 2738.791016
	Iteration 23Q: 3 clusters Score -571513.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -571529.250000 Penalty: 2738.791016
	Iteration 24Q: 3 clusters Score -571529.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -571544.937500 Penalty: 2738.791016
	Iteration 25Q: 3 clusters Score -571544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -571550.125000 Penalty: 2738.791016
	Iteration 26Q: 3 clusters Score -571550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -571553.562500 Penalty: 2738.791016
	Iteration 27Q: 3 clusters Score -571553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -571554.500000 Penalty: 2738.791016
	Iteration 28Q: 3 clusters Score -571554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -571555.875000 Penalty: 2738.791016
	Iteration 29Q: 3 clusters Score -571555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -571555.875000 Penalty: 2738.791016
	Iteration 30F: 3 clusters Score -571555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -59874.777344 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -59874.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58791.687500 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -58791.69 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59062.269531 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -59062.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59189.476562 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -59189.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59294.304688 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -59294.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59379.171875 Penalty: 2087.027344
	Iteration 4F: 3 clusters Score -59379.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59471.992188 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -59471.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59496.550781 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -59496.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59503.160156 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -59503.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59523.425781 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -59523.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59544.210938 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -59544.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59559.222656 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -59559.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59561.957031 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -59561.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59562.457031 Penalty: 2087.027344
	Iteration 12Q: 3 clusters Score -59562.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59562.457031 Penalty: 2087.027344
	Iteration 13F: 3 clusters Score -59562.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -751456.125000 Penalty: 1417.154419
	Iteration 0F: 2 clusters Score -751456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -746776.250000 Penalty: 2834.308838
	Iteration 0F: 3 clusters Score -746776.2 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -748057.500000 Penalty: 2834.308838
	Iteration 1F: 3 clusters Score -748057.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -748279.937500 Penalty: 2834.308838
	Iteration 2F: 3 clusters Score -748279.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -748441.875000 Penalty: 2834.308838
	Iteration 3F: 3 clusters Score -748441.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -748588.750000 Penalty: 2834.308838
	Iteration 4Q: 3 clusters Score -748588.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -748727.562500 Penalty: 2834.308838
	Iteration 5Q: 3 clusters Score -748727.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -748881.375000 Penalty: 2834.308838
	Iteration 6Q: 3 clusters Score -748881.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -749039.062500 Penalty: 2834.308838
	Iteration 7Q: 3 clusters Score -749039.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -749190.875000 Penalty: 2834.308838
	Iteration 8Q: 3 clusters Score -749190.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -749330.250000 Penalty: 2834.308838
	Iteration 9Q: 3 clusters Score -749330.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -749489.125000 Penalty: 2834.308838
	Iteration 10Q: 3 clusters Score -749489.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -749664.375000 Penalty: 2834.308838
	Iteration 11Q: 3 clusters Score -749664.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -749808.437500 Penalty: 2834.308838
	Iteration 12Q: 3 clusters Score -749808.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -749941.812500 Penalty: 2834.308838
	Iteration 13Q: 3 clusters Score -749941.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -750031.937500 Penalty: 2834.308838
	Iteration 14Q: 3 clusters Score -750031.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -750098.937500 Penalty: 2834.308838
	Iteration 15Q: 3 clusters Score -750098.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -750156.625000 Penalty: 2834.308838
	Iteration 16Q: 3 clusters Score -750156.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -750209.125000 Penalty: 2834.308838
	Iteration 17Q: 3 clusters Score -750209.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -750261.375000 Penalty: 2834.308838
	Iteration 18Q: 3 clusters Score -750261.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -750299.062500 Penalty: 2834.308838
	Iteration 19Q: 3 clusters Score -750299.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -750325.250000 Penalty: 2834.308838
	Iteration 20F: 3 clusters Score -750325.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -750342.687500 Penalty: 2834.308838
	Iteration 21Q: 3 clusters Score -750342.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -750355.687500 Penalty: 2834.308838
	Iteration 22Q: 3 clusters Score -750355.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -750364.500000 Penalty: 2834.308838
	Iteration 23Q: 3 clusters Score -750364.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -750375.812500 Penalty: 2834.308838
	Iteration 24Q: 3 clusters Score -750375.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -750388.812500 Penalty: 2834.308838
	Iteration 25Q: 3 clusters Score -750388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -750394.812500 Penalty: 2834.308838
	Iteration 26Q: 3 clusters Score -750394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -750398.750000 Penalty: 2834.308838
	Iteration 27Q: 3 clusters Score -750398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -750402.750000 Penalty: 2834.308838
	Iteration 28Q: 3 clusters Score -750402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -750406.000000 Penalty: 2834.308838
	Iteration 29Q: 3 clusters Score -750406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -750406.000000 Penalty: 2834.308838
	Iteration 30F: 3 clusters Score -750406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117512 members 
Entering Unmasked Estep 
Score: -14830899.000000 Penalty: 1897.072998
	Iteration 0F: 2 clusters Score -1.48309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -14754577.000000 Penalty: 3794.145996
	Iteration 0F: 3 clusters Score -1.475458e+07 nChanged 56379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -14787511.000000 Penalty: 3794.145996
	Iteration 1F: 3 clusters Score -1.478751e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -14788393.000000 Penalty: 3794.145996
	Iteration 2Q: 3 clusters Score -1.478839e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -14789618.000000 Penalty: 3794.145996
	Iteration 3Q: 3 clusters Score -1.478962e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -14791544.000000 Penalty: 3794.145996
	Iteration 4Q: 3 clusters Score -1.479154e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -14794676.000000 Penalty: 3794.145996
	Iteration 5Q: 3 clusters Score -1.479468e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -14799612.000000 Penalty: 3794.145996
	Iteration 6F: 3 clusters Score -1.479961e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -14806244.000000 Penalty: 3794.145996
	Iteration 7F: 3 clusters Score -1.480624e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -14812410.000000 Penalty: 3794.145996
	Iteration 8F: 3 clusters Score -1.481241e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -14816753.000000 Penalty: 3794.145996
	Iteration 9F: 3 clusters Score -1.481675e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -14819105.000000 Penalty: 3794.145996
	Iteration 10Q: 3 clusters Score -1.48191e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -14820315.000000 Penalty: 3794.145996
	Iteration 11Q: 3 clusters Score -1.482032e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -14821120.000000 Penalty: 3794.145996
	Iteration 12Q: 3 clusters Score -1.482112e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -14821712.000000 Penalty: 3794.145996
	Iteration 13Q: 3 clusters Score -1.482171e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -14822333.000000 Penalty: 3794.145996
	Iteration 14Q: 3 clusters Score -1.482233e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -14822860.000000 Penalty: 3794.145996
	Iteration 15Q: 3 clusters Score -1.482286e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -14823404.000000 Penalty: 3794.145996
	Iteration 16Q: 3 clusters Score -1.48234e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -14823799.000000 Penalty: 3794.145996
	Iteration 17Q: 3 clusters Score -1.48238e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -14824205.000000 Penalty: 3794.145996
	Iteration 18Q: 3 clusters Score -1.48242e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -14824609.000000 Penalty: 3794.145996
	Iteration 19Q: 3 clusters Score -1.482461e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -14824946.000000 Penalty: 3794.145996
	Iteration 20F: 3 clusters Score -1.482495e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -14825196.000000 Penalty: 3794.145996
	Iteration 21Q: 3 clusters Score -1.48252e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -14825469.000000 Penalty: 3794.145996
	Iteration 22Q: 3 clusters Score -1.482547e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -14825738.000000 Penalty: 3794.145996
	Iteration 23Q: 3 clusters Score -1.482574e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -14826008.000000 Penalty: 3794.145996
	Iteration 24Q: 3 clusters Score -1.482601e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -14826276.000000 Penalty: 3794.145996
	Iteration 25Q: 3 clusters Score -1.482628e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -14826530.000000 Penalty: 3794.145996
	Iteration 26Q: 3 clusters Score -1.482653e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -14826738.000000 Penalty: 3794.145996
	Iteration 27Q: 3 clusters Score -1.482674e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -14826995.000000 Penalty: 3794.145996
	Iteration 28Q: 3 clusters Score -1.4827e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -14827236.000000 Penalty: 3794.145996
	Iteration 29Q: 3 clusters Score -1.482724e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -14827487.000000 Penalty: 3794.145996
	Iteration 30Q: 3 clusters Score -1.482749e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -14827697.000000 Penalty: 3794.145996
	Iteration 31Q: 3 clusters Score -1.48277e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -14827879.000000 Penalty: 3794.145996
	Iteration 32Q: 3 clusters Score -1.482788e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -14828082.000000 Penalty: 3794.145996
	Iteration 33Q: 3 clusters Score -1.482808e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -14828282.000000 Penalty: 3794.145996
	Iteration 34Q: 3 clusters Score -1.482828e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -14828518.000000 Penalty: 3794.145996
	Iteration 35Q: 3 clusters Score -1.482852e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106804 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -14828690.000000 Penalty: 3794.145996
	Iteration 36Q: 3 clusters Score -1.482869e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -14828890.000000 Penalty: 3794.145996
	Iteration 37Q: 3 clusters Score -1.482889e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108316 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -14829028.000000 Penalty: 3794.145996
	Iteration 38Q: 3 clusters Score -1.482903e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -14829132.000000 Penalty: 3794.145996
	Iteration 39Q: 3 clusters Score -1.482913e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109528 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -14829289.000000 Penalty: 3794.145996
	Iteration 40F: 3 clusters Score -1.482929e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -14829410.000000 Penalty: 3794.145996
	Iteration 41Q: 3 clusters Score -1.482941e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -14829526.000000 Penalty: 3794.145996
	Iteration 42Q: 3 clusters Score -1.482953e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -14829607.000000 Penalty: 3794.145996
	Iteration 43Q: 3 clusters Score -1.482961e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -14829679.000000 Penalty: 3794.145996
	Iteration 44Q: 3 clusters Score -1.482968e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -14829719.000000 Penalty: 3794.145996
	Iteration 45Q: 3 clusters Score -1.482972e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -14829736.000000 Penalty: 3794.145996
	Iteration 46Q: 3 clusters Score -1.482974e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -14829724.000000 Penalty: 3794.145996
	Iteration 47Q: 3 clusters Score -1.482972e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -14829731.000000 Penalty: 3794.145996
	Iteration 48Q: 3 clusters Score -1.482973e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113144 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -14829721.000000 Penalty: 3794.145996
	Iteration 49Q: 3 clusters Score -1.482972e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -14829742.000000 Penalty: 3794.145996
	Iteration 50Q: 3 clusters Score -1.482974e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -14829741.000000 Penalty: 3794.145996
	Iteration 51Q: 3 clusters Score -1.482974e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -14829739.000000 Penalty: 3794.145996
	Iteration 52Q: 3 clusters Score -1.482974e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113838 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -14829752.000000 Penalty: 3794.145996
	Iteration 53Q: 3 clusters Score -1.482975e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113949 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -14829783.000000 Penalty: 3794.145996
	Iteration 54Q: 3 clusters Score -1.482978e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114058 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -14829777.000000 Penalty: 3794.145996
	Iteration 55Q: 3 clusters Score -1.482978e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114160 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -14829777.000000 Penalty: 3794.145996
	Iteration 56Q: 3 clusters Score -1.482978e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114257 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -14829786.000000 Penalty: 3794.145996
	Iteration 57Q: 3 clusters Score -1.482979e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114361 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -14829778.000000 Penalty: 3794.145996
	Iteration 58Q: 3 clusters Score -1.482978e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -14829802.000000 Penalty: 3794.145996
	Iteration 59Q: 3 clusters Score -1.48298e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114532 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14829835.000000 Penalty: 3794.145996
	Iteration 60F: 3 clusters Score -1.482984e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -14829838.000000 Penalty: 3794.145996
	Iteration 61Q: 3 clusters Score -1.482984e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -14829820.000000 Penalty: 3794.145996
	Iteration 62Q: 3 clusters Score -1.482982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -14829832.000000 Penalty: 3794.145996
	Iteration 63Q: 3 clusters Score -1.482983e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114771 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14829828.000000 Penalty: 3794.145996
	Iteration 64Q: 3 clusters Score -1.482983e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114812 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -14829814.000000 Penalty: 3794.145996
	Iteration 65Q: 3 clusters Score -1.482981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114855 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -14829814.000000 Penalty: 3794.145996
	Iteration 66Q: 3 clusters Score -1.482981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -14829817.000000 Penalty: 3794.145996
	Iteration 67Q: 3 clusters Score -1.482982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114928 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -14829823.000000 Penalty: 3794.145996
	Iteration 68Q: 3 clusters Score -1.482982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114952 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -14829812.000000 Penalty: 3794.145996
	Iteration 69Q: 3 clusters Score -1.482981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114977 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -14829826.000000 Penalty: 3794.145996
	Iteration 70Q: 3 clusters Score -1.482983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -14829830.000000 Penalty: 3794.145996
	Iteration 71Q: 3 clusters Score -1.482983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115025 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -14829840.000000 Penalty: 3794.145996
	Iteration 72Q: 3 clusters Score -1.482984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -14829828.000000 Penalty: 3794.145996
	Iteration 73Q: 3 clusters Score -1.482983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -14829834.000000 Penalty: 3794.145996
	Iteration 74Q: 3 clusters Score -1.482983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -14829839.000000 Penalty: 3794.145996
	Iteration 75Q: 3 clusters Score -1.482984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -14829811.000000 Penalty: 3794.145996
	Iteration 76Q: 3 clusters Score -1.482981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14829817.000000 Penalty: 3794.145996
	Iteration 77Q: 3 clusters Score -1.482982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115151 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -14829824.000000 Penalty: 3794.145996
	Iteration 78Q: 3 clusters Score -1.482982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -14829817.000000 Penalty: 3794.145996
	Iteration 79Q: 3 clusters Score -1.482982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -14829821.000000 Penalty: 3794.145996
	Iteration 80F: 3 clusters Score -1.482982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -14829815.000000 Penalty: 3794.145996
	Iteration 81Q: 3 clusters Score -1.482982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14829798.000000 Penalty: 3794.145996
	Iteration 82Q: 3 clusters Score -1.48298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -14829808.000000 Penalty: 3794.145996
	Iteration 83Q: 3 clusters Score -1.482981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14829816.000000 Penalty: 3794.145996
	Iteration 84Q: 3 clusters Score -1.482982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14829818.000000 Penalty: 3794.145996
	Iteration 85Q: 3 clusters Score -1.482982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -14829814.000000 Penalty: 3794.145996
	Iteration 86Q: 3 clusters Score -1.482981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -14829826.000000 Penalty: 3794.145996
	Iteration 87Q: 3 clusters Score -1.482983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115275 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -14829814.000000 Penalty: 3794.145996
	Iteration 88Q: 3 clusters Score -1.482981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -14829809.000000 Penalty: 3794.145996
	Iteration 89Q: 3 clusters Score -1.482981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -14829797.000000 Penalty: 3794.145996
	Iteration 90Q: 3 clusters Score -1.48298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14829797.000000 Penalty: 3794.145996
	Iteration 91Q: 3 clusters Score -1.48298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -14829790.000000 Penalty: 3794.145996
	Iteration 92Q: 3 clusters Score -1.482979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14829785.000000 Penalty: 3794.145996
	Iteration 93Q: 3 clusters Score -1.482978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115368 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14829787.000000 Penalty: 3794.145996
	Iteration 94Q: 3 clusters Score -1.482979e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -14829787.000000 Penalty: 3794.145996
	Iteration 95Q: 3 clusters Score -1.482979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -14829783.000000 Penalty: 3794.145996
	Iteration 96Q: 3 clusters Score -1.482978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115411 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -14829799.000000 Penalty: 3794.145996
	Iteration 97Q: 3 clusters Score -1.48298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115429 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -14829806.000000 Penalty: 3794.145996
	Iteration 98Q: 3 clusters Score -1.482981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -14829803.000000 Penalty: 3794.145996
	Iteration 99Q: 3 clusters Score -1.48298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -14829801.000000 Penalty: 3794.145996
	Iteration 100F: 3 clusters Score -1.48298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -14829805.000000 Penalty: 3794.145996
	Iteration 101Q: 3 clusters Score -1.48298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -14829800.000000 Penalty: 3794.145996
	Iteration 102Q: 3 clusters Score -1.48298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115496 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -14829808.000000 Penalty: 3794.145996
	Iteration 103Q: 3 clusters Score -1.482981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -14829824.000000 Penalty: 3794.145996
	Iteration 104Q: 3 clusters Score -1.482982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14829819.000000 Penalty: 3794.145996
	Iteration 105Q: 3 clusters Score -1.482982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -14829827.000000 Penalty: 3794.145996
	Iteration 106Q: 3 clusters Score -1.482983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115529 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -14829836.000000 Penalty: 3794.145996
	Iteration 107Q: 3 clusters Score -1.482984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115536 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -14829826.000000 Penalty: 3794.145996
	Iteration 108Q: 3 clusters Score -1.482983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -14829821.000000 Penalty: 3794.145996
	Iteration 109Q: 3 clusters Score -1.482982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14829831.000000 Penalty: 3794.145996
	Iteration 110Q: 3 clusters Score -1.482983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14829834.000000 Penalty: 3794.145996
	Iteration 111Q: 3 clusters Score -1.482983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14829842.000000 Penalty: 3794.145996
	Iteration 112Q: 3 clusters Score -1.482984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -14829826.000000 Penalty: 3794.145996
	Iteration 113Q: 3 clusters Score -1.482983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -14829835.000000 Penalty: 3794.145996
	Iteration 114Q: 3 clusters Score -1.482984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115608 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -14829836.000000 Penalty: 3794.145996
	Iteration 115Q: 3 clusters Score -1.482984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115608 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -14829839.000000 Penalty: 3794.145996
	Iteration 116Q: 3 clusters Score -1.482984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115612 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -14829833.000000 Penalty: 3794.145996
	Iteration 117Q: 3 clusters Score -1.482983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115618 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -14829825.000000 Penalty: 3794.145996
	Iteration 118Q: 3 clusters Score -1.482982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -14829828.000000 Penalty: 3794.145996
	Iteration 119Q: 3 clusters Score -1.482983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14829828.000000 Penalty: 3794.145996
	Iteration 120F: 3 clusters Score -1.482983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14829827.000000 Penalty: 3794.145996
	Iteration 121Q: 3 clusters Score -1.482983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14829824.000000 Penalty: 3794.145996
	Iteration 122Q: 3 clusters Score -1.482982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14829820.000000 Penalty: 3794.145996
	Iteration 123Q: 3 clusters Score -1.482982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -14829832.000000 Penalty: 3794.145996
	Iteration 124Q: 3 clusters Score -1.482983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -14829829.000000 Penalty: 3794.145996
	Iteration 125Q: 3 clusters Score -1.482983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -14829826.000000 Penalty: 3794.145996
	Iteration 126Q: 3 clusters Score -1.482983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14829824.000000 Penalty: 3794.145996
	Iteration 127Q: 3 clusters Score -1.482982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14829824.000000 Penalty: 3794.145996
	Iteration 128Q: 3 clusters Score -1.482982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14829824.000000 Penalty: 3794.145996
	Iteration 129F: 3 clusters Score -1.482982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119150 members 
Entering Unmasked Estep 
Score: -15011216.000000 Penalty: 1899.322632
	Iteration 0F: 2 clusters Score -1.501122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -14934269.000000 Penalty: 3798.645264
	Iteration 0F: 3 clusters Score -1.493427e+07 nChanged 57353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -14968238.000000 Penalty: 3798.645264
	Iteration 1F: 3 clusters Score -1.496824e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -14968938.000000 Penalty: 3798.645264
	Iteration 2Q: 3 clusters Score -1.496894e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -14969846.000000 Penalty: 3798.645264
	Iteration 3Q: 3 clusters Score -1.496985e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -14971156.000000 Penalty: 3798.645264
	Iteration 4Q: 3 clusters Score -1.497116e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -14973455.000000 Penalty: 3798.645264
	Iteration 5Q: 3 clusters Score -1.497346e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -14977218.000000 Penalty: 3798.645264
	Iteration 6F: 3 clusters Score -1.497722e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -14983018.000000 Penalty: 3798.645264
	Iteration 7F: 3 clusters Score -1.498302e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -14990289.000000 Penalty: 3798.645264
	Iteration 8F: 3 clusters Score -1.499029e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -14997221.000000 Penalty: 3798.645264
	Iteration 9F: 3 clusters Score -1.499722e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 102686 members 
Entering Unmasked Estep 
Score: -15002137.000000 Penalty: 3798.645264
	Iteration 10Q: 3 clusters Score -1.500214e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -15004972.000000 Penalty: 3798.645264
	Iteration 11Q: 3 clusters Score -1.500497e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -15006811.000000 Penalty: 3798.645264
	Iteration 12Q: 3 clusters Score -1.500681e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -15007979.000000 Penalty: 3798.645264
	Iteration 13Q: 3 clusters Score -1.500798e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -15008693.000000 Penalty: 3798.645264
	Iteration 14Q: 3 clusters Score -1.500869e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -15009030.000000 Penalty: 3798.645264
	Iteration 15Q: 3 clusters Score -1.500903e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -15009373.000000 Penalty: 3798.645264
	Iteration 16Q: 3 clusters Score -1.500937e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 114400 members 
Entering Unmasked Estep 
Score: -15009662.000000 Penalty: 3798.645264
	Iteration 17Q: 3 clusters Score -1.500966e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -15009904.000000 Penalty: 3798.645264
	Iteration 18Q: 3 clusters Score -1.50099e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -15010073.000000 Penalty: 3798.645264
	Iteration 19Q: 3 clusters Score -1.501007e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 116043 members 
Entering Unmasked Estep 
Score: -15010167.000000 Penalty: 3798.645264
	Iteration 20F: 3 clusters Score -1.501017e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 116364 members 
Entering Unmasked Estep 
Score: -15010291.000000 Penalty: 3798.645264
	Iteration 21Q: 3 clusters Score -1.501029e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -15010302.000000 Penalty: 3798.645264
	Iteration 22Q: 3 clusters Score -1.50103e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -15010309.000000 Penalty: 3798.645264
	Iteration 23Q: 3 clusters Score -1.501031e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
Score: -15010390.000000 Penalty: 3798.645264
	Iteration 24Q: 3 clusters Score -1.501039e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 117129 members 
Entering Unmasked Estep 
Score: -15010409.000000 Penalty: 3798.645264
	Iteration 25Q: 3 clusters Score -1.501041e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 117238 members 
Entering Unmasked Estep 
Score: -15010417.000000 Penalty: 3798.645264
	Iteration 26Q: 3 clusters Score -1.501042e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -15010455.000000 Penalty: 3798.645264
	Iteration 27Q: 3 clusters Score -1.501046e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 117437 members 
Entering Unmasked Estep 
Score: -15010454.000000 Penalty: 3798.645264
	Iteration 28Q: 3 clusters Score -1.501045e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -15010440.000000 Penalty: 3798.645264
	Iteration 29Q: 3 clusters Score -1.501044e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 117566 members 
Entering Unmasked Estep 
Score: -15010438.000000 Penalty: 3798.645264
	Iteration 30Q: 3 clusters Score -1.501044e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -15010444.000000 Penalty: 3798.645264
	Iteration 31Q: 3 clusters Score -1.501044e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -15010452.000000 Penalty: 3798.645264
	Iteration 32Q: 3 clusters Score -1.501045e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -15010430.000000 Penalty: 3798.645264
	Iteration 33Q: 3 clusters Score -1.501043e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 117737 members 
Entering Unmasked Estep 
Score: -15010425.000000 Penalty: 3798.645264
	Iteration 34Q: 3 clusters Score -1.501042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 117763 members 
Entering Unmasked Estep 
Score: -15010432.000000 Penalty: 3798.645264
	Iteration 35Q: 3 clusters Score -1.501043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -15010427.000000 Penalty: 3798.645264
	Iteration 36Q: 3 clusters Score -1.501043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 117805 members 
Entering Unmasked Estep 
Score: -15010429.000000 Penalty: 3798.645264
	Iteration 37Q: 3 clusters Score -1.501043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -15010437.000000 Penalty: 3798.645264
	Iteration 38Q: 3 clusters Score -1.501044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 117835 members 
Entering Unmasked Estep 
Score: -15010413.000000 Penalty: 3798.645264
	Iteration 39Q: 3 clusters Score -1.501041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -15010421.000000 Penalty: 3798.645264
	Iteration 40F: 3 clusters Score -1.501042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -15010414.000000 Penalty: 3798.645264
	Iteration 41Q: 3 clusters Score -1.501041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 117879 members 
Entering Unmasked Estep 
Score: -15010407.000000 Penalty: 3798.645264
	Iteration 42Q: 3 clusters Score -1.501041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -15010392.000000 Penalty: 3798.645264
	Iteration 43Q: 3 clusters Score -1.501039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -15010400.000000 Penalty: 3798.645264
	Iteration 44Q: 3 clusters Score -1.50104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -15010387.000000 Penalty: 3798.645264
	Iteration 45Q: 3 clusters Score -1.501039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -15010378.000000 Penalty: 3798.645264
	Iteration 46Q: 3 clusters Score -1.501038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -15010379.000000 Penalty: 3798.645264
	Iteration 47Q: 3 clusters Score -1.501038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 117910 members 
Entering Unmasked Estep 
Score: -15010384.000000 Penalty: 3798.645264
	Iteration 48Q: 3 clusters Score -1.501038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -15010379.000000 Penalty: 3798.645264
	Iteration 49Q: 3 clusters Score -1.501038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 117914 members 
Entering Unmasked Estep 
Score: -15010377.000000 Penalty: 3798.645264
	Iteration 50Q: 3 clusters Score -1.501038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 117914 members 
Entering Unmasked Estep 
Score: -15010377.000000 Penalty: 3798.645264
	Iteration 51F: 3 clusters Score -1.501038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Entering Unmasked Estep 
Score: -6385186.500000 Penalty: 1764.989990
	Iteration 0F: 2 clusters Score -6385186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -6350401.000000 Penalty: 3529.979980
	Iteration 0F: 3 clusters Score -6350401 nChanged 24341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6364179.000000 Penalty: 3529.979980
	Iteration 1F: 3 clusters Score -6364179 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6364626.000000 Penalty: 3529.979980
	Iteration 2Q: 3 clusters Score -6364626 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6364996.000000 Penalty: 3529.979980
	Iteration 3Q: 3 clusters Score -6364996 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -6365534.000000 Penalty: 3529.979980
	Iteration 4Q: 3 clusters Score -6365534 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -6366081.500000 Penalty: 3529.979980
	Iteration 5Q: 3 clusters Score -6366082 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -6366788.000000 Penalty: 3529.979980
	Iteration 6Q: 3 clusters Score -6366788 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -6367648.500000 Penalty: 3529.979980
	Iteration 7Q: 3 clusters Score -6367648 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -6368626.000000 Penalty: 3529.979980
	Iteration 8Q: 3 clusters Score -6368626 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -6369809.000000 Penalty: 3529.979980
	Iteration 9Q: 3 clusters Score -6369809 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -6371240.000000 Penalty: 3529.979980
	Iteration 10Q: 3 clusters Score -6371240 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -6372915.000000 Penalty: 3529.979980
	Iteration 11F: 3 clusters Score -6372915 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -6374508.500000 Penalty: 3529.979980
	Iteration 12Q: 3 clusters Score -6374508 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -6375966.500000 Penalty: 3529.979980
	Iteration 13Q: 3 clusters Score -6375966 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -6377148.500000 Penalty: 3529.979980
	Iteration 14Q: 3 clusters Score -6377148 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -6378021.000000 Penalty: 3529.979980
	Iteration 15Q: 3 clusters Score -6378021 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -6378883.500000 Penalty: 3529.979980
	Iteration 16Q: 3 clusters Score -6378884 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -6379632.000000 Penalty: 3529.979980
	Iteration 17Q: 3 clusters Score -6379632 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -6380338.500000 Penalty: 3529.979980
	Iteration 18Q: 3 clusters Score -6380338 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -6381045.500000 Penalty: 3529.979980
	Iteration 19Q: 3 clusters Score -6381046 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -6381762.000000 Penalty: 3529.979980
	Iteration 20F: 3 clusters Score -6381762 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -6382309.000000 Penalty: 3529.979980
	Iteration 21Q: 3 clusters Score -6382309 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -6382733.000000 Penalty: 3529.979980
	Iteration 22Q: 3 clusters Score -6382733 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6383087.000000 Penalty: 3529.979980
	Iteration 23Q: 3 clusters Score -6383087 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -6383329.500000 Penalty: 3529.979980
	Iteration 24Q: 3 clusters Score -6383330 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6383558.500000 Penalty: 3529.979980
	Iteration 25Q: 3 clusters Score -6383558 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -6383702.500000 Penalty: 3529.979980
	Iteration 26Q: 3 clusters Score -6383702 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6383786.500000 Penalty: 3529.979980
	Iteration 27Q: 3 clusters Score -6383786 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6383850.500000 Penalty: 3529.979980
	Iteration 28Q: 3 clusters Score -6383850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6383878.000000 Penalty: 3529.979980
	Iteration 29Q: 3 clusters Score -6383878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6383924.000000 Penalty: 3529.979980
	Iteration 30Q: 3 clusters Score -6383924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6383967.000000 Penalty: 3529.979980
	Iteration 31Q: 3 clusters Score -6383967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6383976.500000 Penalty: 3529.979980
	Iteration 32Q: 3 clusters Score -6383976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6384005.500000 Penalty: 3529.979980
	Iteration 33Q: 3 clusters Score -6384006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6384005.500000 Penalty: 3529.979980
	Iteration 34Q: 3 clusters Score -6384006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6384018.000000 Penalty: 3529.979980
	Iteration 35Q: 3 clusters Score -6384018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6384043.000000 Penalty: 3529.979980
	Iteration 36Q: 3 clusters Score -6384043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6384037.000000 Penalty: 3529.979980
	Iteration 37Q: 3 clusters Score -6384037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6384059.500000 Penalty: 3529.979980
	Iteration 38Q: 3 clusters Score -6384060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -6384052.500000 Penalty: 3529.979980
	Iteration 39Q: 3 clusters Score -6384052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6384065.500000 Penalty: 3529.979980
	Iteration 40F: 3 clusters Score -6384066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6384068.500000 Penalty: 3529.979980
	Iteration 41Q: 3 clusters Score -6384068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6384077.500000 Penalty: 3529.979980
	Iteration 42Q: 3 clusters Score -6384078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6384081.000000 Penalty: 3529.979980
	Iteration 43Q: 3 clusters Score -6384081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6384092.500000 Penalty: 3529.979980
	Iteration 44Q: 3 clusters Score -6384092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6384096.500000 Penalty: 3529.979980
	Iteration 45Q: 3 clusters Score -6384096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6384123.000000 Penalty: 3529.979980
	Iteration 46Q: 3 clusters Score -6384123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6384130.000000 Penalty: 3529.979980
	Iteration 47Q: 3 clusters Score -6384130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6384134.000000 Penalty: 3529.979980
	Iteration 48Q: 3 clusters Score -6384134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6384136.500000 Penalty: 3529.979980
	Iteration 49Q: 3 clusters Score -6384136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6384148.000000 Penalty: 3529.979980
	Iteration 50Q: 3 clusters Score -6384148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6384154.000000 Penalty: 3529.979980
	Iteration 51Q: 3 clusters Score -6384154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6384152.500000 Penalty: 3529.979980
	Iteration 52Q: 3 clusters Score -6384152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6384146.500000 Penalty: 3529.979980
	Iteration 53Q: 3 clusters Score -6384146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6384154.500000 Penalty: 3529.979980
	Iteration 54Q: 3 clusters Score -6384154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6384152.500000 Penalty: 3529.979980
	Iteration 55Q: 3 clusters Score -6384152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6384151.500000 Penalty: 3529.979980
	Iteration 56Q: 3 clusters Score -6384152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6384146.500000 Penalty: 3529.979980
	Iteration 57Q: 3 clusters Score -6384146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6384146.500000 Penalty: 3529.979980
	Iteration 58Q: 3 clusters Score -6384146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6384147.500000 Penalty: 3529.979980
	Iteration 59Q: 3 clusters Score -6384148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6384147.500000 Penalty: 3529.979980
	Iteration 60F: 3 clusters Score -6384148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -261631.953125 Penalty: 1249.299561
	Iteration 0F: 2 clusters Score -261632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -259437.812500 Penalty: 2498.599121
	Iteration 0F: 3 clusters Score -259437.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -259943.031250 Penalty: 2498.599121
	Iteration 1F: 3 clusters Score -259943 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -260124.015625 Penalty: 2498.599121
	Iteration 2F: 3 clusters Score -260124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260248.921875 Penalty: 2498.599121
	Iteration 3F: 3 clusters Score -260248.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -260345.875000 Penalty: 2498.599121
	Iteration 4Q: 3 clusters Score -260345.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260417.750000 Penalty: 2498.599121
	Iteration 5Q: 3 clusters Score -260417.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -260469.781250 Penalty: 2498.599121
	Iteration 6Q: 3 clusters Score -260469.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -260530.109375 Penalty: 2498.599121
	Iteration 7Q: 3 clusters Score -260530.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -260591.937500 Penalty: 2498.599121
	Iteration 8Q: 3 clusters Score -260591.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -260669.406250 Penalty: 2498.599121
	Iteration 9Q: 3 clusters Score -260669.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -260744.343750 Penalty: 2498.599121
	Iteration 10Q: 3 clusters Score -260744.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -260819.656250 Penalty: 2498.599121
	Iteration 11Q: 3 clusters Score -260819.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -260888.968750 Penalty: 2498.599121
	Iteration 12Q: 3 clusters Score -260889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -260955.343750 Penalty: 2498.599121
	Iteration 13Q: 3 clusters Score -260955.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -261007.843750 Penalty: 2498.599121
	Iteration 14Q: 3 clusters Score -261007.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -261063.078125 Penalty: 2498.599121
	Iteration 15Q: 3 clusters Score -261063.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -261113.000000 Penalty: 2498.599121
	Iteration 16Q: 3 clusters Score -261113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -261154.421875 Penalty: 2498.599121
	Iteration 17Q: 3 clusters Score -261154.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -261177.312500 Penalty: 2498.599121
	Iteration 18Q: 3 clusters Score -261177.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -261200.375000 Penalty: 2498.599121
	Iteration 19Q: 3 clusters Score -261200.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -261216.046875 Penalty: 2498.599121
	Iteration 20F: 3 clusters Score -261216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -261229.156250 Penalty: 2498.599121
	Iteration 21Q: 3 clusters Score -261229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -261237.843750 Penalty: 2498.599121
	Iteration 22Q: 3 clusters Score -261237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -261245.484375 Penalty: 2498.599121
	Iteration 23Q: 3 clusters Score -261245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -261249.906250 Penalty: 2498.599121
	Iteration 24Q: 3 clusters Score -261249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -261251.515625 Penalty: 2498.599121
	Iteration 25Q: 3 clusters Score -261251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -261252.312500 Penalty: 2498.599121
	Iteration 26Q: 3 clusters Score -261252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -261252.656250 Penalty: 2498.599121
	Iteration 27Q: 3 clusters Score -261252.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -261252.656250 Penalty: 2498.599121
	Iteration 28F: 3 clusters Score -261252.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -18363.408203 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -18363.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17692.650391 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -17692.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17824.003906 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -17824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17895.582031 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -17895.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17942.074219 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -17942.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17975.031250 Penalty: 1828.976929
	Iteration 4F: 3 clusters Score -17975.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18033.859375 Penalty: 1828.976929
	Iteration 5F: 3 clusters Score -18033.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18070.304688 Penalty: 1828.976929
	Iteration 6F: 3 clusters Score -18070.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18173.644531 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -18173.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18304.253906 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -18304.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18333.367188 Penalty: 1828.976929
	Iteration 9Q: 3 clusters Score -18333.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18334.738281 Penalty: 1828.976929
	Iteration 10Q: 3 clusters Score -18334.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18339.843750 Penalty: 1828.976929
	Iteration 11F: 3 clusters Score -18339.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18370.859375 Penalty: 1828.976929
	Iteration 12Q: 3 clusters Score -18370.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18376.494141 Penalty: 1828.976929
	Iteration 13Q: 3 clusters Score -18376.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18376.494141 Penalty: 1828.976929
	Iteration 14F: 3 clusters Score -18376.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103674 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117512 members 
Mstep: Class 10 contains 119150 members 
Mstep: Class 11 contains 52129 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 101503 members 
Mstep: Class 15 contains 14453 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 117353 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107926 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 201 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38503 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133954 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38547 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15201 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141745440.000000 Penalty: 97552.609375
Splitting cluster 13 changes total score from -141746752.000000 to -141745440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (101503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Entering Unmasked Estep 
Score: -12827799.000000 Penalty: 1873.274536
	Iteration 0F: 2 clusters Score -1.28278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -12760514.000000 Penalty: 3746.549072
	Iteration 0F: 3 clusters Score -1.276051e+07 nChanged 48563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -12788759.000000 Penalty: 3746.549072
	Iteration 1F: 3 clusters Score -1.278876e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -12789668.000000 Penalty: 3746.549072
	Iteration 2Q: 3 clusters Score -1.278967e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -12790867.000000 Penalty: 3746.549072
	Iteration 3Q: 3 clusters Score -1.279087e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -12792450.000000 Penalty: 3746.549072
	Iteration 4Q: 3 clusters Score -1.279245e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -12795011.000000 Penalty: 3746.549072
	Iteration 5Q: 3 clusters Score -1.279501e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -12797937.000000 Penalty: 3746.549072
	Iteration 6F: 3 clusters Score -1.279794e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -12801778.000000 Penalty: 3746.549072
	Iteration 7F: 3 clusters Score -1.280178e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -12806020.000000 Penalty: 3746.549072
	Iteration 8F: 3 clusters Score -1.280602e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -12809871.000000 Penalty: 3746.549072
	Iteration 9F: 3 clusters Score -1.280987e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12812570.000000 Penalty: 3746.549072
	Iteration 10F: 3 clusters Score -1.281257e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -12813805.000000 Penalty: 3746.549072
	Iteration 11Q: 3 clusters Score -1.28138e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -12814559.000000 Penalty: 3746.549072
	Iteration 12Q: 3 clusters Score -1.281456e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -12814953.000000 Penalty: 3746.549072
	Iteration 13Q: 3 clusters Score -1.281495e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -12815231.000000 Penalty: 3746.549072
	Iteration 14Q: 3 clusters Score -1.281523e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -12815589.000000 Penalty: 3746.549072
	Iteration 15Q: 3 clusters Score -1.281559e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -12815827.000000 Penalty: 3746.549072
	Iteration 16Q: 3 clusters Score -1.281583e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -12816093.000000 Penalty: 3746.549072
	Iteration 17Q: 3 clusters Score -1.281609e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -12816301.000000 Penalty: 3746.549072
	Iteration 18Q: 3 clusters Score -1.28163e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -12816566.000000 Penalty: 3746.549072
	Iteration 19Q: 3 clusters Score -1.281657e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -12816816.000000 Penalty: 3746.549072
	Iteration 20F: 3 clusters Score -1.281682e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -12817013.000000 Penalty: 3746.549072
	Iteration 21Q: 3 clusters Score -1.281701e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -12817230.000000 Penalty: 3746.549072
	Iteration 22Q: 3 clusters Score -1.281723e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -12817439.000000 Penalty: 3746.549072
	Iteration 23Q: 3 clusters Score -1.281744e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -12817714.000000 Penalty: 3746.549072
	Iteration 24Q: 3 clusters Score -1.281771e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -12817970.000000 Penalty: 3746.549072
	Iteration 25Q: 3 clusters Score -1.281797e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -12818251.000000 Penalty: 3746.549072
	Iteration 26Q: 3 clusters Score -1.281825e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -12818531.000000 Penalty: 3746.549072
	Iteration 27Q: 3 clusters Score -1.281853e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -12818857.000000 Penalty: 3746.549072
	Iteration 28Q: 3 clusters Score -1.281886e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -12819156.000000 Penalty: 3746.549072
	Iteration 29Q: 3 clusters Score -1.281916e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -12819542.000000 Penalty: 3746.549072
	Iteration 30Q: 3 clusters Score -1.281954e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -12819876.000000 Penalty: 3746.549072
	Iteration 31Q: 3 clusters Score -1.281988e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -12820211.000000 Penalty: 3746.549072
	Iteration 32Q: 3 clusters Score -1.282021e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -12820582.000000 Penalty: 3746.549072
	Iteration 33Q: 3 clusters Score -1.282058e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -12820877.000000 Penalty: 3746.549072
	Iteration 34Q: 3 clusters Score -1.282088e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -12821219.000000 Penalty: 3746.549072
	Iteration 35Q: 3 clusters Score -1.282122e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -12821652.000000 Penalty: 3746.549072
	Iteration 36Q: 3 clusters Score -1.282165e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -12821968.000000 Penalty: 3746.549072
	Iteration 37Q: 3 clusters Score -1.282197e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -12822311.000000 Penalty: 3746.549072
	Iteration 38Q: 3 clusters Score -1.282231e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -12822673.000000 Penalty: 3746.549072
	Iteration 39Q: 3 clusters Score -1.282267e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -12823062.000000 Penalty: 3746.549072
	Iteration 40F: 3 clusters Score -1.282306e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -12823326.000000 Penalty: 3746.549072
	Iteration 41Q: 3 clusters Score -1.282333e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -12823664.000000 Penalty: 3746.549072
	Iteration 42Q: 3 clusters Score -1.282366e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -12823937.000000 Penalty: 3746.549072
	Iteration 43Q: 3 clusters Score -1.282394e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -12824262.000000 Penalty: 3746.549072
	Iteration 44Q: 3 clusters Score -1.282426e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -12824494.000000 Penalty: 3746.549072
	Iteration 45Q: 3 clusters Score -1.282449e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -12824704.000000 Penalty: 3746.549072
	Iteration 46Q: 3 clusters Score -1.28247e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -12824985.000000 Penalty: 3746.549072
	Iteration 47Q: 3 clusters Score -1.282498e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -12825157.000000 Penalty: 3746.549072
	Iteration 48Q: 3 clusters Score -1.282516e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -12825370.000000 Penalty: 3746.549072
	Iteration 49Q: 3 clusters Score -1.282537e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -12825501.000000 Penalty: 3746.549072
	Iteration 50Q: 3 clusters Score -1.28255e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -12825663.000000 Penalty: 3746.549072
	Iteration 51Q: 3 clusters Score -1.282566e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -12825766.000000 Penalty: 3746.549072
	Iteration 52Q: 3 clusters Score -1.282577e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -12825881.000000 Penalty: 3746.549072
	Iteration 53Q: 3 clusters Score -1.282588e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -12825926.000000 Penalty: 3746.549072
	Iteration 54Q: 3 clusters Score -1.282593e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12825989.000000 Penalty: 3746.549072
	Iteration 55Q: 3 clusters Score -1.282599e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12826043.000000 Penalty: 3746.549072
	Iteration 56Q: 3 clusters Score -1.282604e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -12826072.000000 Penalty: 3746.549072
	Iteration 57Q: 3 clusters Score -1.282607e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12826077.000000 Penalty: 3746.549072
	Iteration 58Q: 3 clusters Score -1.282608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12826113.000000 Penalty: 3746.549072
	Iteration 59Q: 3 clusters Score -1.282611e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12826138.000000 Penalty: 3746.549072
	Iteration 60F: 3 clusters Score -1.282614e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12826166.000000 Penalty: 3746.549072
	Iteration 61Q: 3 clusters Score -1.282617e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12826181.000000 Penalty: 3746.549072
	Iteration 62Q: 3 clusters Score -1.282618e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -12826222.000000 Penalty: 3746.549072
	Iteration 63Q: 3 clusters Score -1.282622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12826245.000000 Penalty: 3746.549072
	Iteration 64Q: 3 clusters Score -1.282624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12826252.000000 Penalty: 3746.549072
	Iteration 65Q: 3 clusters Score -1.282625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12826263.000000 Penalty: 3746.549072
	Iteration 66Q: 3 clusters Score -1.282626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12826271.000000 Penalty: 3746.549072
	Iteration 67Q: 3 clusters Score -1.282627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12826273.000000 Penalty: 3746.549072
	Iteration 68Q: 3 clusters Score -1.282627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12826283.000000 Penalty: 3746.549072
	Iteration 69Q: 3 clusters Score -1.282628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12826302.000000 Penalty: 3746.549072
	Iteration 70Q: 3 clusters Score -1.28263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12826292.000000 Penalty: 3746.549072
	Iteration 71Q: 3 clusters Score -1.282629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12826307.000000 Penalty: 3746.549072
	Iteration 72Q: 3 clusters Score -1.282631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12826315.000000 Penalty: 3746.549072
	Iteration 73Q: 3 clusters Score -1.282632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -12826328.000000 Penalty: 3746.549072
	Iteration 74Q: 3 clusters Score -1.282633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12826338.000000 Penalty: 3746.549072
	Iteration 75Q: 3 clusters Score -1.282634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12826345.000000 Penalty: 3746.549072
	Iteration 76Q: 3 clusters Score -1.282634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12826341.000000 Penalty: 3746.549072
	Iteration 77Q: 3 clusters Score -1.282634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100361 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12826352.000000 Penalty: 3746.549072
	Iteration 78Q: 3 clusters Score -1.282635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12826364.000000 Penalty: 3746.549072
	Iteration 79Q: 3 clusters Score -1.282636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12826349.000000 Penalty: 3746.549072
	Iteration 80F: 3 clusters Score -1.282635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12826349.000000 Penalty: 3746.549072
	Iteration 81Q: 3 clusters Score -1.282635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12826356.000000 Penalty: 3746.549072
	Iteration 82Q: 3 clusters Score -1.282636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12826361.000000 Penalty: 3746.549072
	Iteration 83Q: 3 clusters Score -1.282636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12826365.000000 Penalty: 3746.549072
	Iteration 84Q: 3 clusters Score -1.282636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12826366.000000 Penalty: 3746.549072
	Iteration 85Q: 3 clusters Score -1.282637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12826366.000000 Penalty: 3746.549072
	Iteration 86F: 3 clusters Score -1.282637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Entering Unmasked Estep 
Score: -1772121.625000 Penalty: 1556.531738
	Iteration 0F: 2 clusters Score -1772122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1762188.125000 Penalty: 3113.063477
	Iteration 0F: 3 clusters Score -1762188 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1765642.000000 Penalty: 3113.063477
	Iteration 1F: 3 clusters Score -1765642 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1765935.625000 Penalty: 3113.063477
	Iteration 2F: 3 clusters Score -1765936 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1766161.250000 Penalty: 3113.063477
	Iteration 3Q: 3 clusters Score -1766161 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1766366.250000 Penalty: 3113.063477
	Iteration 4Q: 3 clusters Score -1766366 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1766634.250000 Penalty: 3113.063477
	Iteration 5Q: 3 clusters Score -1766634 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1766958.375000 Penalty: 3113.063477
	Iteration 6Q: 3 clusters Score -1766958 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1767404.375000 Penalty: 3113.063477
	Iteration 7Q: 3 clusters Score -1767404 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1767970.625000 Penalty: 3113.063477
	Iteration 8F: 3 clusters Score -1767971 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1768561.375000 Penalty: 3113.063477
	Iteration 9F: 3 clusters Score -1768561 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1769130.000000 Penalty: 3113.063477
	Iteration 10Q: 3 clusters Score -1769130 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1769599.750000 Penalty: 3113.063477
	Iteration 11Q: 3 clusters Score -1769600 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1769961.000000 Penalty: 3113.063477
	Iteration 12Q: 3 clusters Score -1769961 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1770238.625000 Penalty: 3113.063477
	Iteration 13Q: 3 clusters Score -1770239 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1770401.500000 Penalty: 3113.063477
	Iteration 14Q: 3 clusters Score -1770402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1770508.500000 Penalty: 3113.063477
	Iteration 15Q: 3 clusters Score -1770508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1770589.375000 Penalty: 3113.063477
	Iteration 16Q: 3 clusters Score -1770589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1770643.250000 Penalty: 3113.063477
	Iteration 17Q: 3 clusters Score -1770643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1770688.625000 Penalty: 3113.063477
	Iteration 18Q: 3 clusters Score -1770689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1770730.500000 Penalty: 3113.063477
	Iteration 19Q: 3 clusters Score -1770730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1770762.125000 Penalty: 3113.063477
	Iteration 20F: 3 clusters Score -1770762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1770782.625000 Penalty: 3113.063477
	Iteration 21Q: 3 clusters Score -1770783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1770804.375000 Penalty: 3113.063477
	Iteration 22Q: 3 clusters Score -1770804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1770814.250000 Penalty: 3113.063477
	Iteration 23Q: 3 clusters Score -1770814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1770821.875000 Penalty: 3113.063477
	Iteration 24Q: 3 clusters Score -1770822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1770831.000000 Penalty: 3113.063477
	Iteration 25Q: 3 clusters Score -1770831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1770836.000000 Penalty: 3113.063477
	Iteration 26Q: 3 clusters Score -1770836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1770836.000000 Penalty: 3113.063477
	Iteration 27Q: 3 clusters Score -1770836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1770843.125000 Penalty: 3113.063477
	Iteration 28Q: 3 clusters Score -1770843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1770848.750000 Penalty: 3113.063477
	Iteration 29Q: 3 clusters Score -1770849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1770850.250000 Penalty: 3113.063477
	Iteration 30Q: 3 clusters Score -1770850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1770850.250000 Penalty: 3113.063477
	Iteration 31F: 3 clusters Score -1770850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -192254.453125 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -192254.5 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 879 members 
Entering Unmasked Estep 
Score: -190390.718750 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -190390.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -190953.921875 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -190953.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191141.359375 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -191141.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191264.250000 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -191264.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191341.921875 Penalty: 2416.517334
	Iteration 4F: 3 clusters Score -191341.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -191394.203125 Penalty: 2416.517334
	Iteration 5Q: 3 clusters Score -191394.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -191436.234375 Penalty: 2416.517334
	Iteration 6Q: 3 clusters Score -191436.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191470.484375 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -191470.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -191491.078125 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -191491.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191506.140625 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -191506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -191514.812500 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -191514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191520.296875 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -191520.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191525.109375 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -191525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -191530.187500 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -191530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -191533.765625 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -191533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -191538.421875 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -191538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -191541.312500 Penalty: 2416.517334
	Iteration 16Q: 3 clusters Score -191541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -191542.750000 Penalty: 2416.517334
	Iteration 17Q: 3 clusters Score -191542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191543.843750 Penalty: 2416.517334
	Iteration 18Q: 3 clusters Score -191543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191543.843750 Penalty: 2416.517334
	Iteration 19F: 3 clusters Score -191543.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Entering Unmasked Estep 
Score: -628520.187500 Penalty: 1389.947754
	Iteration 0F: 2 clusters Score -628520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -624378.437500 Penalty: 2779.895508
	Iteration 0F: 3 clusters Score -624378.4 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -625542.250000 Penalty: 2779.895508
	Iteration 1F: 3 clusters Score -625542.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -625768.062500 Penalty: 2779.895508
	Iteration 2F: 3 clusters Score -625768.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -626026.312500 Penalty: 2779.895508
	Iteration 3F: 3 clusters Score -626026.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -626315.687500 Penalty: 2779.895508
	Iteration 4F: 3 clusters Score -626315.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -626645.812500 Penalty: 2779.895508
	Iteration 5F: 3 clusters Score -626645.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -626969.062500 Penalty: 2779.895508
	Iteration 6F: 3 clusters Score -626969.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -627287.562500 Penalty: 2779.895508
	Iteration 7F: 3 clusters Score -627287.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -627564.812500 Penalty: 2779.895508
	Iteration 8F: 3 clusters Score -627564.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -627839.875000 Penalty: 2779.895508
	Iteration 9Q: 3 clusters Score -627839.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -628048.250000 Penalty: 2779.895508
	Iteration 10Q: 3 clusters Score -628048.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -628158.187500 Penalty: 2779.895508
	Iteration 11Q: 3 clusters Score -628158.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -628220.000000 Penalty: 2779.895508
	Iteration 12Q: 3 clusters Score -628220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -628251.125000 Penalty: 2779.895508
	Iteration 13Q: 3 clusters Score -628251.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -628274.250000 Penalty: 2779.895508
	Iteration 14Q: 3 clusters Score -628274.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -628287.125000 Penalty: 2779.895508
	Iteration 15Q: 3 clusters Score -628287.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -628295.375000 Penalty: 2779.895508
	Iteration 16Q: 3 clusters Score -628295.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -628302.000000 Penalty: 2779.895508
	Iteration 17Q: 3 clusters Score -628302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -628310.687500 Penalty: 2779.895508
	Iteration 18Q: 3 clusters Score -628310.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -628312.500000 Penalty: 2779.895508
	Iteration 19Q: 3 clusters Score -628312.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -628318.625000 Penalty: 2779.895508
	Iteration 20F: 3 clusters Score -628318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -628320.000000 Penalty: 2779.895508
	Iteration 21Q: 3 clusters Score -628320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -628324.750000 Penalty: 2779.895508
	Iteration 22Q: 3 clusters Score -628324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -628324.687500 Penalty: 2779.895508
	Iteration 23Q: 3 clusters Score -628324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -628324.500000 Penalty: 2779.895508
	Iteration 24Q: 3 clusters Score -628324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -628324.937500 Penalty: 2779.895508
	Iteration 25Q: 3 clusters Score -628324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -628325.437500 Penalty: 2779.895508
	Iteration 26Q: 3 clusters Score -628325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -628327.937500 Penalty: 2779.895508
	Iteration 27Q: 3 clusters Score -628327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -628328.187500 Penalty: 2779.895508
	Iteration 28Q: 3 clusters Score -628328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -628329.437500 Penalty: 2779.895508
	Iteration 29Q: 3 clusters Score -628329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -628329.187500 Penalty: 2779.895508
	Iteration 30Q: 3 clusters Score -628329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -628328.000000 Penalty: 2779.895508
	Iteration 31Q: 3 clusters Score -628328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -628329.000000 Penalty: 2779.895508
	Iteration 32Q: 3 clusters Score -628329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -628330.437500 Penalty: 2779.895508
	Iteration 33Q: 3 clusters Score -628330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -628330.437500 Penalty: 2779.895508
	Iteration 34F: 3 clusters Score -628330.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (117353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Entering Unmasked Estep 
Score: -14747628.000000 Penalty: 1896.853149
	Iteration 0F: 2 clusters Score -1.474763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -14672550.000000 Penalty: 3793.706299
	Iteration 0F: 3 clusters Score -1.467255e+07 nChanged 56416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -14706065.000000 Penalty: 3793.706299
	Iteration 1F: 3 clusters Score -1.470606e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -14707939.000000 Penalty: 3793.706299
	Iteration 2Q: 3 clusters Score -1.470794e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -14710860.000000 Penalty: 3793.706299
	Iteration 3F: 3 clusters Score -1.471086e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -14715746.000000 Penalty: 3793.706299
	Iteration 4F: 3 clusters Score -1.471575e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -14722877.000000 Penalty: 3793.706299
	Iteration 5F: 3 clusters Score -1.472288e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -14731151.000000 Penalty: 3793.706299
	Iteration 6F: 3 clusters Score -1.473115e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -14738443.000000 Penalty: 3793.706299
	Iteration 7F: 3 clusters Score -1.473844e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -14743091.000000 Penalty: 3793.706299
	Iteration 8Q: 3 clusters Score -1.474309e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -14745165.000000 Penalty: 3793.706299
	Iteration 9Q: 3 clusters Score -1.474516e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 108973 members 
Entering Unmasked Estep 
Score: -14746175.000000 Penalty: 3793.706299
	Iteration 10Q: 3 clusters Score -1.474618e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 110286 members 
Entering Unmasked Estep 
Score: -14746645.000000 Penalty: 3793.706299
	Iteration 11Q: 3 clusters Score -1.474664e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -14746825.000000 Penalty: 3793.706299
	Iteration 12Q: 3 clusters Score -1.474682e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -14747017.000000 Penalty: 3793.706299
	Iteration 13Q: 3 clusters Score -1.474702e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 113108 members 
Entering Unmasked Estep 
Score: -14746989.000000 Penalty: 3793.706299
	Iteration 14Q: 3 clusters Score -1.474699e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -14747005.000000 Penalty: 3793.706299
	Iteration 15Q: 3 clusters Score -1.4747e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -14746992.000000 Penalty: 3793.706299
	Iteration 16Q: 3 clusters Score -1.474699e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -14746942.000000 Penalty: 3793.706299
	Iteration 17Q: 3 clusters Score -1.474694e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -14746970.000000 Penalty: 3793.706299
	Iteration 18Q: 3 clusters Score -1.474697e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -14746954.000000 Penalty: 3793.706299
	Iteration 19Q: 3 clusters Score -1.474695e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -14746930.000000 Penalty: 3793.706299
	Iteration 20F: 3 clusters Score -1.474693e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -14746894.000000 Penalty: 3793.706299
	Iteration 21Q: 3 clusters Score -1.474689e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 115570 members 
Entering Unmasked Estep 
Score: -14746860.000000 Penalty: 3793.706299
	Iteration 22Q: 3 clusters Score -1.474686e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -14746885.000000 Penalty: 3793.706299
	Iteration 23Q: 3 clusters Score -1.474688e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 115759 members 
Entering Unmasked Estep 
Score: -14746885.000000 Penalty: 3793.706299
	Iteration 24Q: 3 clusters Score -1.474688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -14746889.000000 Penalty: 3793.706299
	Iteration 25Q: 3 clusters Score -1.474689e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -14746871.000000 Penalty: 3793.706299
	Iteration 26Q: 3 clusters Score -1.474687e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -14746862.000000 Penalty: 3793.706299
	Iteration 27Q: 3 clusters Score -1.474686e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -14746860.000000 Penalty: 3793.706299
	Iteration 28Q: 3 clusters Score -1.474686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 116032 members 
Entering Unmasked Estep 
Score: -14746872.000000 Penalty: 3793.706299
	Iteration 29Q: 3 clusters Score -1.474687e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 116079 members 
Entering Unmasked Estep 
Score: -14746878.000000 Penalty: 3793.706299
	Iteration 30Q: 3 clusters Score -1.474688e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -14746865.000000 Penalty: 3793.706299
	Iteration 31Q: 3 clusters Score -1.474686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -14746839.000000 Penalty: 3793.706299
	Iteration 32Q: 3 clusters Score -1.474684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 116207 members 
Entering Unmasked Estep 
Score: -14746852.000000 Penalty: 3793.706299
	Iteration 33Q: 3 clusters Score -1.474685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -14746825.000000 Penalty: 3793.706299
	Iteration 34Q: 3 clusters Score -1.474682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 116268 members 
Entering Unmasked Estep 
Score: -14746805.000000 Penalty: 3793.706299
	Iteration 35Q: 3 clusters Score -1.47468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -14746799.000000 Penalty: 3793.706299
	Iteration 36Q: 3 clusters Score -1.47468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -14746815.000000 Penalty: 3793.706299
	Iteration 37Q: 3 clusters Score -1.474682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -14746822.000000 Penalty: 3793.706299
	Iteration 38Q: 3 clusters Score -1.474682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -14746802.000000 Penalty: 3793.706299
	Iteration 39Q: 3 clusters Score -1.47468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -14746793.000000 Penalty: 3793.706299
	Iteration 40F: 3 clusters Score -1.474679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -14746810.000000 Penalty: 3793.706299
	Iteration 41Q: 3 clusters Score -1.474681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -14746790.000000 Penalty: 3793.706299
	Iteration 42Q: 3 clusters Score -1.474679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -14746782.000000 Penalty: 3793.706299
	Iteration 43Q: 3 clusters Score -1.474678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 116397 members 
Entering Unmasked Estep 
Score: -14746779.000000 Penalty: 3793.706299
	Iteration 44Q: 3 clusters Score -1.474678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -14746780.000000 Penalty: 3793.706299
	Iteration 45Q: 3 clusters Score -1.474678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -14746781.000000 Penalty: 3793.706299
	Iteration 46Q: 3 clusters Score -1.474678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -14746777.000000 Penalty: 3793.706299
	Iteration 47Q: 3 clusters Score -1.474678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -14746775.000000 Penalty: 3793.706299
	Iteration 48Q: 3 clusters Score -1.474678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 116413 members 
Entering Unmasked Estep 
Score: -14746772.000000 Penalty: 3793.706299
	Iteration 49Q: 3 clusters Score -1.474677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 116415 members 
Entering Unmasked Estep 
Score: -14746770.000000 Penalty: 3793.706299
	Iteration 50Q: 3 clusters Score -1.474677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -14746763.000000 Penalty: 3793.706299
	Iteration 51Q: 3 clusters Score -1.474676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 116419 members 
Entering Unmasked Estep 
Score: -14746768.000000 Penalty: 3793.706299
	Iteration 52Q: 3 clusters Score -1.474677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 116419 members 
Entering Unmasked Estep 
Score: -14746768.000000 Penalty: 3793.706299
	Iteration 53F: 3 clusters Score -1.474677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -63983.398438 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -63983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62845.468750 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -62845.47 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63072.328125 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -63072.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63149.808594 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -63149.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63196.070312 Penalty: 2091.227539
	Iteration 3Q: 3 clusters Score -63196.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63235.359375 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -63235.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63261.328125 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -63261.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63304.859375 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -63304.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63338.832031 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -63338.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63358.816406 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -63358.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63392.925781 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -63392.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63419.011719 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -63419.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63428.097656 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -63428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63429.476562 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -63429.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63429.843750 Penalty: 2091.227539
	Iteration 13Q: 3 clusters Score -63429.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63429.843750 Penalty: 2091.227539
	Iteration 14F: 3 clusters Score -63429.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Entering Unmasked Estep 
Score: -13661562.000000 Penalty: 1883.245117
	Iteration 0F: 2 clusters Score -1.366156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -13590614.000000 Penalty: 3766.490234
	Iteration 0F: 3 clusters Score -1.359061e+07 nChanged 51485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -13620860.000000 Penalty: 3766.490234
	Iteration 1F: 3 clusters Score -1.362086e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -13621574.000000 Penalty: 3766.490234
	Iteration 2Q: 3 clusters Score -1.362157e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -13622763.000000 Penalty: 3766.490234
	Iteration 3Q: 3 clusters Score -1.362276e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -13624918.000000 Penalty: 3766.490234
	Iteration 4Q: 3 clusters Score -1.362492e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -13629023.000000 Penalty: 3766.490234
	Iteration 5F: 3 clusters Score -1.362902e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -13636168.000000 Penalty: 3766.490234
	Iteration 6F: 3 clusters Score -1.363617e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -13645877.000000 Penalty: 3766.490234
	Iteration 7F: 3 clusters Score -1.364588e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -13654404.000000 Penalty: 3766.490234
	Iteration 8F: 3 clusters Score -1.36544e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -13658400.000000 Penalty: 3766.490234
	Iteration 9Q: 3 clusters Score -1.36584e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13659522.000000 Penalty: 3766.490234
	Iteration 10Q: 3 clusters Score -1.365952e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13659810.000000 Penalty: 3766.490234
	Iteration 11Q: 3 clusters Score -1.365981e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13659875.000000 Penalty: 3766.490234
	Iteration 12Q: 3 clusters Score -1.365988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13659916.000000 Penalty: 3766.490234
	Iteration 13Q: 3 clusters Score -1.365992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13659941.000000 Penalty: 3766.490234
	Iteration 14Q: 3 clusters Score -1.365994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13659961.000000 Penalty: 3766.490234
	Iteration 15Q: 3 clusters Score -1.365996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107754 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13659957.000000 Penalty: 3766.490234
	Iteration 16Q: 3 clusters Score -1.365996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13659968.000000 Penalty: 3766.490234
	Iteration 17Q: 3 clusters Score -1.365997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13659982.000000 Penalty: 3766.490234
	Iteration 18Q: 3 clusters Score -1.365998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13659973.000000 Penalty: 3766.490234
	Iteration 19Q: 3 clusters Score -1.365997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13659981.000000 Penalty: 3766.490234
	Iteration 20F: 3 clusters Score -1.365998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -14071.125977 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -14071.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13427.673828 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -13427.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13601.529297 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -13601.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13640.185547 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -13640.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13657.919922 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -13657.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13671.290039 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -13671.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13672.092773 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -13672.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13672.092773 Penalty: 1701.843628
	Iteration 6F: 3 clusters Score -13672.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Entering Unmasked Estep 
Score: -1139584.125000 Penalty: 1484.099365
	Iteration 0F: 2 clusters Score -1139584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1132890.625000 Penalty: 2968.198730
	Iteration 0F: 3 clusters Score -1132891 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1135158.750000 Penalty: 2968.198730
	Iteration 1F: 3 clusters Score -1135159 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1135491.500000 Penalty: 2968.198730
	Iteration 2F: 3 clusters Score -1135492 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1135814.625000 Penalty: 2968.198730
	Iteration 3F: 3 clusters Score -1135815 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1136193.250000 Penalty: 2968.198730
	Iteration 4F: 3 clusters Score -1136193 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1136637.000000 Penalty: 2968.198730
	Iteration 5F: 3 clusters Score -1136637 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1137084.375000 Penalty: 2968.198730
	Iteration 6F: 3 clusters Score -1137084 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1137395.625000 Penalty: 2968.198730
	Iteration 7F: 3 clusters Score -1137396 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1137615.875000 Penalty: 2968.198730
	Iteration 8Q: 3 clusters Score -1137616 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1137753.875000 Penalty: 2968.198730
	Iteration 9Q: 3 clusters Score -1137754 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1137857.000000 Penalty: 2968.198730
	Iteration 10Q: 3 clusters Score -1137857 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1137955.750000 Penalty: 2968.198730
	Iteration 11Q: 3 clusters Score -1137956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1138046.625000 Penalty: 2968.198730
	Iteration 12Q: 3 clusters Score -1138047 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1138144.125000 Penalty: 2968.198730
	Iteration 13Q: 3 clusters Score -1138144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1138213.375000 Penalty: 2968.198730
	Iteration 14Q: 3 clusters Score -1138213 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1138269.375000 Penalty: 2968.198730
	Iteration 15Q: 3 clusters Score -1138269 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1138337.125000 Penalty: 2968.198730
	Iteration 16Q: 3 clusters Score -1138337 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1138410.125000 Penalty: 2968.198730
	Iteration 17Q: 3 clusters Score -1138410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1138476.625000 Penalty: 2968.198730
	Iteration 18Q: 3 clusters Score -1138477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1138527.625000 Penalty: 2968.198730
	Iteration 19Q: 3 clusters Score -1138528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1138572.625000 Penalty: 2968.198730
	Iteration 20F: 3 clusters Score -1138573 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1138619.250000 Penalty: 2968.198730
	Iteration 21Q: 3 clusters Score -1138619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1138651.375000 Penalty: 2968.198730
	Iteration 22Q: 3 clusters Score -1138651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1138676.625000 Penalty: 2968.198730
	Iteration 23Q: 3 clusters Score -1138677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1138693.125000 Penalty: 2968.198730
	Iteration 24Q: 3 clusters Score -1138693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1138714.625000 Penalty: 2968.198730
	Iteration 25Q: 3 clusters Score -1138715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1138742.125000 Penalty: 2968.198730
	Iteration 26Q: 3 clusters Score -1138742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1138770.875000 Penalty: 2968.198730
	Iteration 27Q: 3 clusters Score -1138771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1138796.250000 Penalty: 2968.198730
	Iteration 28Q: 3 clusters Score -1138796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1138813.000000 Penalty: 2968.198730
	Iteration 29Q: 3 clusters Score -1138813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1138824.375000 Penalty: 2968.198730
	Iteration 30Q: 3 clusters Score -1138824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1138836.125000 Penalty: 2968.198730
	Iteration 31Q: 3 clusters Score -1138836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1138844.750000 Penalty: 2968.198730
	Iteration 32Q: 3 clusters Score -1138845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1138847.250000 Penalty: 2968.198730
	Iteration 33Q: 3 clusters Score -1138847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1138850.500000 Penalty: 2968.198730
	Iteration 34Q: 3 clusters Score -1138850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1138856.250000 Penalty: 2968.198730
	Iteration 35Q: 3 clusters Score -1138856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1138860.000000 Penalty: 2968.198730
	Iteration 36Q: 3 clusters Score -1138860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1138863.500000 Penalty: 2968.198730
	Iteration 37Q: 3 clusters Score -1138864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1138865.750000 Penalty: 2968.198730
	Iteration 38Q: 3 clusters Score -1138866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1138870.750000 Penalty: 2968.198730
	Iteration 39Q: 3 clusters Score -1138871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1138869.250000 Penalty: 2968.198730
	Iteration 40F: 3 clusters Score -1138869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1138869.750000 Penalty: 2968.198730
	Iteration 41Q: 3 clusters Score -1138870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1138871.875000 Penalty: 2968.198730
	Iteration 42Q: 3 clusters Score -1138872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1138875.875000 Penalty: 2968.198730
	Iteration 43Q: 3 clusters Score -1138876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1138876.250000 Penalty: 2968.198730
	Iteration 44Q: 3 clusters Score -1138876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1138878.375000 Penalty: 2968.198730
	Iteration 45Q: 3 clusters Score -1138878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1138881.375000 Penalty: 2968.198730
	Iteration 46Q: 3 clusters Score -1138881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1138882.750000 Penalty: 2968.198730
	Iteration 47Q: 3 clusters Score -1138883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1138882.625000 Penalty: 2968.198730
	Iteration 48Q: 3 clusters Score -1138883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1138886.125000 Penalty: 2968.198730
	Iteration 49Q: 3 clusters Score -1138886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1138886.000000 Penalty: 2968.198730
	Iteration 50Q: 3 clusters Score -1138886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1138886.750000 Penalty: 2968.198730
	Iteration 51Q: 3 clusters Score -1138887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1138886.125000 Penalty: 2968.198730
	Iteration 52Q: 3 clusters Score -1138886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1138887.125000 Penalty: 2968.198730
	Iteration 53Q: 3 clusters Score -1138887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1138889.000000 Penalty: 2968.198730
	Iteration 54Q: 3 clusters Score -1138889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1138890.125000 Penalty: 2968.198730
	Iteration 55Q: 3 clusters Score -1138890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1138890.250000 Penalty: 2968.198730
	Iteration 56Q: 3 clusters Score -1138890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1138889.750000 Penalty: 2968.198730
	Iteration 57Q: 3 clusters Score -1138890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1138889.750000 Penalty: 2968.198730
	Iteration 58Q: 3 clusters Score -1138890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1138889.750000 Penalty: 2968.198730
	Iteration 59F: 3 clusters Score -1138890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25272.324219 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25272.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24410.865234 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24410.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24583.900391 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24662.941406 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -24662.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24694.634766 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -24694.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24709.986328 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -24709.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24716.255859 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -24716.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24716.255859 Penalty: 1850.463013
	Iteration 6F: 3 clusters Score -24716.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -264084.906250 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -264084.9 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 1088 members 
Entering Unmasked Estep 
Score: -261890.859375 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -261890.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -262384.968750 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -262385 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -262483.218750 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -262483.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -262564.031250 Penalty: 2498.449951
	Iteration 3Q: 3 clusters Score -262564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -262635.156250 Penalty: 2498.449951
	Iteration 4Q: 3 clusters Score -262635.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -262721.968750 Penalty: 2498.449951
	Iteration 5Q: 3 clusters Score -262722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262856.312500 Penalty: 2498.449951
	Iteration 6Q: 3 clusters Score -262856.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -263012.625000 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -263012.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263229.937500 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -263229.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263472.093750 Penalty: 2498.449951
	Iteration 9F: 3 clusters Score -263472.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -263664.250000 Penalty: 2498.449951
	Iteration 10F: 3 clusters Score -263664.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263745.312500 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -263745.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -263797.562500 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -263797.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263823.000000 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -263823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -263831.125000 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -263831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -263840.125000 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -263840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -263846.437500 Penalty: 2498.449951
	Iteration 16Q: 3 clusters Score -263846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -263851.343750 Penalty: 2498.449951
	Iteration 17Q: 3 clusters Score -263851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -263853.843750 Penalty: 2498.449951
	Iteration 18Q: 3 clusters Score -263853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -263856.718750 Penalty: 2498.449951
	Iteration 19Q: 3 clusters Score -263856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -263859.156250 Penalty: 2498.449951
	Iteration 20F: 3 clusters Score -263859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -263861.093750 Penalty: 2498.449951
	Iteration 21Q: 3 clusters Score -263861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -263865.218750 Penalty: 2498.449951
	Iteration 22Q: 3 clusters Score -263865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -263870.000000 Penalty: 2498.449951
	Iteration 23Q: 3 clusters Score -263870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -263874.406250 Penalty: 2498.449951
	Iteration 24Q: 3 clusters Score -263874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -263881.468750 Penalty: 2498.449951
	Iteration 25Q: 3 clusters Score -263881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -263888.156250 Penalty: 2498.449951
	Iteration 26Q: 3 clusters Score -263888.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -263898.968750 Penalty: 2498.449951
	Iteration 27Q: 3 clusters Score -263899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -263905.781250 Penalty: 2498.449951
	Iteration 28Q: 3 clusters Score -263905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -263911.937500 Penalty: 2498.449951
	Iteration 29Q: 3 clusters Score -263911.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -263926.093750 Penalty: 2498.449951
	Iteration 30Q: 3 clusters Score -263926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -263947.750000 Penalty: 2498.449951
	Iteration 31Q: 3 clusters Score -263947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -263962.156250 Penalty: 2498.449951
	Iteration 32Q: 3 clusters Score -263962.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -263989.593750 Penalty: 2498.449951
	Iteration 33Q: 3 clusters Score -263989.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -264029.906250 Penalty: 2498.449951
	Iteration 34Q: 3 clusters Score -264029.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -264072.968750 Penalty: 2498.449951
	Iteration 35Q: 3 clusters Score -264073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -264089.031250 Penalty: 2498.449951
	Iteration 36Q: 3 clusters Score -264089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -264091.562500 Penalty: 2498.449951
	Iteration 37Q: 3 clusters Score -264091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -264092.468750 Penalty: 2498.449951
	Iteration 38Q: 3 clusters Score -264092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -264092.468750 Penalty: 2498.449951
	Iteration 39F: 3 clusters Score -264092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103674 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117512 members 
Mstep: Class 10 contains 119150 members 
Mstep: Class 11 contains 52129 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101503 members 
Mstep: Class 15 contains 14453 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 117353 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107926 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 1533 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38503 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133954 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38547 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15201 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141745856.000000 Penalty: 97552.609375
Splitting cluster 25 changes total score from -141746752.000000 to -141745856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -65692.648438 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -65692.65 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 305 members 
Entering Unmasked Estep 
Score: -64551.367188 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -64551.37 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64748.843750 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -64748.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64880.824219 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -64880.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64991.046875 Penalty: 2099.468994
	Iteration 3F: 3 clusters Score -64991.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65058.156250 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -65058.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65104.519531 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -65104.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65155.406250 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -65155.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65182.519531 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -65182.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65204.992188 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -65204.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65219.363281 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -65219.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65239.007812 Penalty: 2099.468994
	Iteration 10Q: 3 clusters Score -65239.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65251.078125 Penalty: 2099.468994
	Iteration 11Q: 3 clusters Score -65251.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65257.433594 Penalty: 2099.468994
	Iteration 12Q: 3 clusters Score -65257.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65265.355469 Penalty: 2099.468994
	Iteration 13Q: 3 clusters Score -65265.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65268.121094 Penalty: 2099.468994
	Iteration 14Q: 3 clusters Score -65268.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65268.914062 Penalty: 2099.468994
	Iteration 15Q: 3 clusters Score -65268.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65269.859375 Penalty: 2099.468994
	Iteration 16Q: 3 clusters Score -65269.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65269.859375 Penalty: 2099.468994
	Iteration 17F: 3 clusters Score -65269.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Entering Unmasked Estep 
Score: -1967980.625000 Penalty: 1573.987549
	Iteration 0F: 2 clusters Score -1967981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1956890.750000 Penalty: 3147.975098
	Iteration 0F: 3 clusters Score -1956891 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1960846.750000 Penalty: 3147.975098
	Iteration 1F: 3 clusters Score -1960847 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1961255.000000 Penalty: 3147.975098
	Iteration 2F: 3 clusters Score -1961255 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1961625.750000 Penalty: 3147.975098
	Iteration 3F: 3 clusters Score -1961626 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1961973.250000 Penalty: 3147.975098
	Iteration 4Q: 3 clusters Score -1961973 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1962299.000000 Penalty: 3147.975098
	Iteration 5Q: 3 clusters Score -1962299 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1962640.750000 Penalty: 3147.975098
	Iteration 6Q: 3 clusters Score -1962641 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1963019.000000 Penalty: 3147.975098
	Iteration 7Q: 3 clusters Score -1963019 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1963450.250000 Penalty: 3147.975098
	Iteration 8Q: 3 clusters Score -1963450 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1963956.750000 Penalty: 3147.975098
	Iteration 9Q: 3 clusters Score -1963957 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1964519.125000 Penalty: 3147.975098
	Iteration 10Q: 3 clusters Score -1964519 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1965032.000000 Penalty: 3147.975098
	Iteration 11Q: 3 clusters Score -1965032 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1965480.250000 Penalty: 3147.975098
	Iteration 12Q: 3 clusters Score -1965480 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1965838.000000 Penalty: 3147.975098
	Iteration 13Q: 3 clusters Score -1965838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1966109.375000 Penalty: 3147.975098
	Iteration 14Q: 3 clusters Score -1966109 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1966291.500000 Penalty: 3147.975098
	Iteration 15Q: 3 clusters Score -1966292 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1966426.750000 Penalty: 3147.975098
	Iteration 16Q: 3 clusters Score -1966427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1966501.750000 Penalty: 3147.975098
	Iteration 17Q: 3 clusters Score -1966502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1966553.250000 Penalty: 3147.975098
	Iteration 18Q: 3 clusters Score -1966553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1966583.625000 Penalty: 3147.975098
	Iteration 19Q: 3 clusters Score -1966584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1966600.500000 Penalty: 3147.975098
	Iteration 20F: 3 clusters Score -1966600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1966612.375000 Penalty: 3147.975098
	Iteration 21Q: 3 clusters Score -1966612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1966622.250000 Penalty: 3147.975098
	Iteration 22Q: 3 clusters Score -1966622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1966632.500000 Penalty: 3147.975098
	Iteration 23Q: 3 clusters Score -1966632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1966636.250000 Penalty: 3147.975098
	Iteration 24Q: 3 clusters Score -1966636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1966644.375000 Penalty: 3147.975098
	Iteration 25Q: 3 clusters Score -1966644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1966654.250000 Penalty: 3147.975098
	Iteration 26Q: 3 clusters Score -1966654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1966655.250000 Penalty: 3147.975098
	Iteration 27Q: 3 clusters Score -1966655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1966658.625000 Penalty: 3147.975098
	Iteration 28Q: 3 clusters Score -1966659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1966659.875000 Penalty: 3147.975098
	Iteration 29Q: 3 clusters Score -1966660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1966660.375000 Penalty: 3147.975098
	Iteration 30Q: 3 clusters Score -1966660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1966662.750000 Penalty: 3147.975098
	Iteration 31Q: 3 clusters Score -1966663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1966664.875000 Penalty: 3147.975098
	Iteration 32Q: 3 clusters Score -1966665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1966668.375000 Penalty: 3147.975098
	Iteration 33Q: 3 clusters Score -1966668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1966667.875000 Penalty: 3147.975098
	Iteration 34Q: 3 clusters Score -1966668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1966669.500000 Penalty: 3147.975098
	Iteration 35Q: 3 clusters Score -1966670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1966670.500000 Penalty: 3147.975098
	Iteration 36Q: 3 clusters Score -1966670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1966669.750000 Penalty: 3147.975098
	Iteration 37Q: 3 clusters Score -1966670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1966669.750000 Penalty: 3147.975098
	Iteration 38F: 3 clusters Score -1966670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Entering Unmasked Estep 
Score: -4886857.000000 Penalty: 1715.754883
	Iteration 0F: 2 clusters Score -4886857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4861042.000000 Penalty: 3431.509766
	Iteration 0F: 3 clusters Score -4861042 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4871004.000000 Penalty: 3431.509766
	Iteration 1F: 3 clusters Score -4871004 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4871403.500000 Penalty: 3431.509766
	Iteration 2Q: 3 clusters Score -4871404 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4871831.000000 Penalty: 3431.509766
	Iteration 3Q: 3 clusters Score -4871831 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4872227.500000 Penalty: 3431.509766
	Iteration 4Q: 3 clusters Score -4872228 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4872660.500000 Penalty: 3431.509766
	Iteration 5Q: 3 clusters Score -4872660 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4873198.000000 Penalty: 3431.509766
	Iteration 6Q: 3 clusters Score -4873198 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4873912.500000 Penalty: 3431.509766
	Iteration 7Q: 3 clusters Score -4873912 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4874760.000000 Penalty: 3431.509766
	Iteration 8Q: 3 clusters Score -4874760 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4875817.500000 Penalty: 3431.509766
	Iteration 9Q: 3 clusters Score -4875818 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4877074.000000 Penalty: 3431.509766
	Iteration 10Q: 3 clusters Score -4877074 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4878344.500000 Penalty: 3431.509766
	Iteration 11F: 3 clusters Score -4878344 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4879588.500000 Penalty: 3431.509766
	Iteration 12Q: 3 clusters Score -4879588 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4880690.500000 Penalty: 3431.509766
	Iteration 13Q: 3 clusters Score -4880690 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4881628.000000 Penalty: 3431.509766
	Iteration 14Q: 3 clusters Score -4881628 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4882432.000000 Penalty: 3431.509766
	Iteration 15Q: 3 clusters Score -4882432 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4883092.000000 Penalty: 3431.509766
	Iteration 16Q: 3 clusters Score -4883092 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4883581.500000 Penalty: 3431.509766
	Iteration 17Q: 3 clusters Score -4883582 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4884007.500000 Penalty: 3431.509766
	Iteration 18Q: 3 clusters Score -4884008 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4884384.000000 Penalty: 3431.509766
	Iteration 19Q: 3 clusters Score -4884384 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4884658.000000 Penalty: 3431.509766
	Iteration 20F: 3 clusters Score -4884658 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -4884851.000000 Penalty: 3431.509766
	Iteration 21Q: 3 clusters Score -4884851 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4884968.500000 Penalty: 3431.509766
	Iteration 22Q: 3 clusters Score -4884968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4885058.500000 Penalty: 3431.509766
	Iteration 23Q: 3 clusters Score -4885058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4885142.500000 Penalty: 3431.509766
	Iteration 24Q: 3 clusters Score -4885142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4885198.000000 Penalty: 3431.509766
	Iteration 25Q: 3 clusters Score -4885198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4885237.000000 Penalty: 3431.509766
	Iteration 26Q: 3 clusters Score -4885237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4885274.500000 Penalty: 3431.509766
	Iteration 27Q: 3 clusters Score -4885274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4885315.500000 Penalty: 3431.509766
	Iteration 28Q: 3 clusters Score -4885316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4885339.000000 Penalty: 3431.509766
	Iteration 29Q: 3 clusters Score -4885339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4885352.500000 Penalty: 3431.509766
	Iteration 30Q: 3 clusters Score -4885352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -4885369.500000 Penalty: 3431.509766
	Iteration 31Q: 3 clusters Score -4885370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4885378.500000 Penalty: 3431.509766
	Iteration 32Q: 3 clusters Score -4885378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4885386.000000 Penalty: 3431.509766
	Iteration 33Q: 3 clusters Score -4885386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4885397.500000 Penalty: 3431.509766
	Iteration 34Q: 3 clusters Score -4885398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4885398.000000 Penalty: 3431.509766
	Iteration 35Q: 3 clusters Score -4885398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4885401.500000 Penalty: 3431.509766
	Iteration 36Q: 3 clusters Score -4885402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4885406.000000 Penalty: 3431.509766
	Iteration 37Q: 3 clusters Score -4885406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4885409.500000 Penalty: 3431.509766
	Iteration 38Q: 3 clusters Score -4885410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4885413.000000 Penalty: 3431.509766
	Iteration 39Q: 3 clusters Score -4885413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4885423.500000 Penalty: 3431.509766
	Iteration 40F: 3 clusters Score -4885424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -4885433.000000 Penalty: 3431.509766
	Iteration 41Q: 3 clusters Score -4885433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4885437.000000 Penalty: 3431.509766
	Iteration 42Q: 3 clusters Score -4885437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -4885443.000000 Penalty: 3431.509766
	Iteration 43Q: 3 clusters Score -4885443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -4885445.500000 Penalty: 3431.509766
	Iteration 44Q: 3 clusters Score -4885446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4885445.000000 Penalty: 3431.509766
	Iteration 45Q: 3 clusters Score -4885445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -4885445.500000 Penalty: 3431.509766
	Iteration 46Q: 3 clusters Score -4885446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -4885446.000000 Penalty: 3431.509766
	Iteration 47Q: 3 clusters Score -4885446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4885444.500000 Penalty: 3431.509766
	Iteration 48Q: 3 clusters Score -4885444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4885451.500000 Penalty: 3431.509766
	Iteration 49Q: 3 clusters Score -4885452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4885458.500000 Penalty: 3431.509766
	Iteration 50Q: 3 clusters Score -4885458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4885456.500000 Penalty: 3431.509766
	Iteration 51Q: 3 clusters Score -4885456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4885456.500000 Penalty: 3431.509766
	Iteration 52F: 3 clusters Score -4885456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -83959.898438 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -83959.9 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 389 members 
Entering Unmasked Estep 
Score: -82726.132812 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -82726.13 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82980.539062 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -82980.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83100.023438 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -83100.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83230.734375 Penalty: 2149.349854
	Iteration 3F: 3 clusters Score -83230.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83336.835938 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -83336.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83412.765625 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -83412.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83470.304688 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -83470.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83505.703125 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -83505.7 nChanged 14
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: -83524.062500 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -83524.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83543.421875 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -83543.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83555.445312 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -83555.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83563.664062 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -83563.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83564.617188 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -83564.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83564.617188 Penalty: 2149.349854
	Iteration 13F: 3 clusters Score -83564.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (133954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133954 members 
Entering Unmasked Estep 
Score: -16945898.000000 Penalty: 1918.353516
	Iteration 0F: 2 clusters Score -1.69459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -16864962.000000 Penalty: 3836.707031
	Iteration 0F: 3 clusters Score -1.686496e+07 nChanged 64402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -16903658.000000 Penalty: 3836.707031
	Iteration 1F: 3 clusters Score -1.690366e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -16905284.000000 Penalty: 3836.707031
	Iteration 2Q: 3 clusters Score -1.690528e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -16907880.000000 Penalty: 3836.707031
	Iteration 3Q: 3 clusters Score -1.690788e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -16911804.000000 Penalty: 3836.707031
	Iteration 4F: 3 clusters Score -1.69118e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -16917890.000000 Penalty: 3836.707031
	Iteration 5F: 3 clusters Score -1.691789e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -16925814.000000 Penalty: 3836.707031
	Iteration 6F: 3 clusters Score -1.692581e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -16932518.000000 Penalty: 3836.707031
	Iteration 7F: 3 clusters Score -1.693252e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -16935782.000000 Penalty: 3836.707031
	Iteration 8F: 3 clusters Score -1.693578e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -16936820.000000 Penalty: 3836.707031
	Iteration 9Q: 3 clusters Score -1.693682e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -16937494.000000 Penalty: 3836.707031
	Iteration 10Q: 3 clusters Score -1.693749e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -16938150.000000 Penalty: 3836.707031
	Iteration 11Q: 3 clusters Score -1.693815e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -16938710.000000 Penalty: 3836.707031
	Iteration 12Q: 3 clusters Score -1.693871e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -16939148.000000 Penalty: 3836.707031
	Iteration 13Q: 3 clusters Score -1.693915e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -16939648.000000 Penalty: 3836.707031
	Iteration 14Q: 3 clusters Score -1.693965e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -16940270.000000 Penalty: 3836.707031
	Iteration 15Q: 3 clusters Score -1.694027e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -16940754.000000 Penalty: 3836.707031
	Iteration 16Q: 3 clusters Score -1.694075e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -16941276.000000 Penalty: 3836.707031
	Iteration 17Q: 3 clusters Score -1.694128e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -16941750.000000 Penalty: 3836.707031
	Iteration 18Q: 3 clusters Score -1.694175e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -16942212.000000 Penalty: 3836.707031
	Iteration 19Q: 3 clusters Score -1.694221e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -16942584.000000 Penalty: 3836.707031
	Iteration 20F: 3 clusters Score -1.694258e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -16942862.000000 Penalty: 3836.707031
	Iteration 21Q: 3 clusters Score -1.694286e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -16943158.000000 Penalty: 3836.707031
	Iteration 22Q: 3 clusters Score -1.694316e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -16943432.000000 Penalty: 3836.707031
	Iteration 23Q: 3 clusters Score -1.694343e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -16943680.000000 Penalty: 3836.707031
	Iteration 24Q: 3 clusters Score -1.694368e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -16943854.000000 Penalty: 3836.707031
	Iteration 25Q: 3 clusters Score -1.694385e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -16943948.000000 Penalty: 3836.707031
	Iteration 26Q: 3 clusters Score -1.694395e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -16944058.000000 Penalty: 3836.707031
	Iteration 27Q: 3 clusters Score -1.694406e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -16944042.000000 Penalty: 3836.707031
	Iteration 28Q: 3 clusters Score -1.694404e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -16944042.000000 Penalty: 3836.707031
	Iteration 29Q: 3 clusters Score -1.694404e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -16944160.000000 Penalty: 3836.707031
	Iteration 30Q: 3 clusters Score -1.694416e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -16944116.000000 Penalty: 3836.707031
	Iteration 31Q: 3 clusters Score -1.694412e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -16944162.000000 Penalty: 3836.707031
	Iteration 32Q: 3 clusters Score -1.694416e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 117421 members 
Entering Unmasked Estep 
Score: -16944074.000000 Penalty: 3836.707031
	Iteration 33Q: 3 clusters Score -1.694407e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 118414 members 
Entering Unmasked Estep 
Score: -16944054.000000 Penalty: 3836.707031
	Iteration 34Q: 3 clusters Score -1.694405e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 119407 members 
Entering Unmasked Estep 
Score: -16944072.000000 Penalty: 3836.707031
	Iteration 35Q: 3 clusters Score -1.694407e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -16944146.000000 Penalty: 3836.707031
	Iteration 36Q: 3 clusters Score -1.694415e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -16944196.000000 Penalty: 3836.707031
	Iteration 37Q: 3 clusters Score -1.69442e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 122117 members 
Entering Unmasked Estep 
Score: -16944222.000000 Penalty: 3836.707031
	Iteration 38Q: 3 clusters Score -1.694422e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 122951 members 
Entering Unmasked Estep 
Score: -16944178.000000 Penalty: 3836.707031
	Iteration 39Q: 3 clusters Score -1.694418e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 123779 members 
Entering Unmasked Estep 
Score: -16944108.000000 Penalty: 3836.707031
	Iteration 40F: 3 clusters Score -1.694411e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 124582 members 
Entering Unmasked Estep 
Score: -16944056.000000 Penalty: 3836.707031
	Iteration 41Q: 3 clusters Score -1.694406e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -16944048.000000 Penalty: 3836.707031
	Iteration 42Q: 3 clusters Score -1.694405e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 126066 members 
Entering Unmasked Estep 
Score: -16944108.000000 Penalty: 3836.707031
	Iteration 43Q: 3 clusters Score -1.694411e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -16944094.000000 Penalty: 3836.707031
	Iteration 44Q: 3 clusters Score -1.694409e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -16944152.000000 Penalty: 3836.707031
	Iteration 45Q: 3 clusters Score -1.694415e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 128053 members 
Entering Unmasked Estep 
Score: -16944132.000000 Penalty: 3836.707031
	Iteration 46Q: 3 clusters Score -1.694413e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 128613 members 
Entering Unmasked Estep 
Score: -16944142.000000 Penalty: 3836.707031
	Iteration 47Q: 3 clusters Score -1.694414e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 129110 members 
Entering Unmasked Estep 
Score: -16944152.000000 Penalty: 3836.707031
	Iteration 48Q: 3 clusters Score -1.694415e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -16944170.000000 Penalty: 3836.707031
	Iteration 49Q: 3 clusters Score -1.694417e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
Score: -16944162.000000 Penalty: 3836.707031
	Iteration 50Q: 3 clusters Score -1.694416e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -16944156.000000 Penalty: 3836.707031
	Iteration 51Q: 3 clusters Score -1.694416e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 130480 members 
Entering Unmasked Estep 
Score: -16944182.000000 Penalty: 3836.707031
	Iteration 52Q: 3 clusters Score -1.694418e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -16944254.000000 Penalty: 3836.707031
	Iteration 53Q: 3 clusters Score -1.694425e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 131066 members 
Entering Unmasked Estep 
Score: -16944286.000000 Penalty: 3836.707031
	Iteration 54Q: 3 clusters Score -1.694429e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 131323 members 
Entering Unmasked Estep 
Score: -16944288.000000 Penalty: 3836.707031
	Iteration 55Q: 3 clusters Score -1.694429e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 131542 members 
Entering Unmasked Estep 
Score: -16944308.000000 Penalty: 3836.707031
	Iteration 56Q: 3 clusters Score -1.694431e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -16944330.000000 Penalty: 3836.707031
	Iteration 57Q: 3 clusters Score -1.694433e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 131913 members 
Entering Unmasked Estep 
Score: -16944314.000000 Penalty: 3836.707031
	Iteration 58Q: 3 clusters Score -1.694431e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 132067 members 
Entering Unmasked Estep 
Score: -16944294.000000 Penalty: 3836.707031
	Iteration 59Q: 3 clusters Score -1.694429e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 132190 members 
Entering Unmasked Estep 
Score: -16944300.000000 Penalty: 3836.707031
	Iteration 60F: 3 clusters Score -1.69443e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -16944280.000000 Penalty: 3836.707031
	Iteration 61Q: 3 clusters Score -1.694428e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 132411 members 
Entering Unmasked Estep 
Score: -16944312.000000 Penalty: 3836.707031
	Iteration 62Q: 3 clusters Score -1.694431e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -16944320.000000 Penalty: 3836.707031
	Iteration 63Q: 3 clusters Score -1.694432e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 132586 members 
Entering Unmasked Estep 
Score: -16944328.000000 Penalty: 3836.707031
	Iteration 64Q: 3 clusters Score -1.694433e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 132639 members 
Entering Unmasked Estep 
Score: -16944328.000000 Penalty: 3836.707031
	Iteration 65Q: 3 clusters Score -1.694433e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 132698 members 
Entering Unmasked Estep 
Score: -16944324.000000 Penalty: 3836.707031
	Iteration 66Q: 3 clusters Score -1.694432e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 132761 members 
Entering Unmasked Estep 
Score: -16944324.000000 Penalty: 3836.707031
	Iteration 67Q: 3 clusters Score -1.694432e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 132820 members 
Entering Unmasked Estep 
Score: -16944310.000000 Penalty: 3836.707031
	Iteration 68Q: 3 clusters Score -1.694431e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -16944322.000000 Penalty: 3836.707031
	Iteration 69Q: 3 clusters Score -1.694432e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 132922 members 
Entering Unmasked Estep 
Score: -16944336.000000 Penalty: 3836.707031
	Iteration 70Q: 3 clusters Score -1.694434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -16944340.000000 Penalty: 3836.707031
	Iteration 71Q: 3 clusters Score -1.694434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -16944338.000000 Penalty: 3836.707031
	Iteration 72Q: 3 clusters Score -1.694434e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 133030 members 
Entering Unmasked Estep 
Score: -16944342.000000 Penalty: 3836.707031
	Iteration 73Q: 3 clusters Score -1.694434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -16944348.000000 Penalty: 3836.707031
	Iteration 74Q: 3 clusters Score -1.694435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 133058 members 
Entering Unmasked Estep 
Score: -16944350.000000 Penalty: 3836.707031
	Iteration 75Q: 3 clusters Score -1.694435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -16944356.000000 Penalty: 3836.707031
	Iteration 76Q: 3 clusters Score -1.694436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 133092 members 
Entering Unmasked Estep 
Score: -16944354.000000 Penalty: 3836.707031
	Iteration 77Q: 3 clusters Score -1.694435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 133110 members 
Entering Unmasked Estep 
Score: -16944362.000000 Penalty: 3836.707031
	Iteration 78Q: 3 clusters Score -1.694436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 133129 members 
Entering Unmasked Estep 
Score: -16944374.000000 Penalty: 3836.707031
	Iteration 79Q: 3 clusters Score -1.694437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 133143 members 
Entering Unmasked Estep 
Score: -16944370.000000 Penalty: 3836.707031
	Iteration 80F: 3 clusters Score -1.694437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -16944370.000000 Penalty: 3836.707031
	Iteration 81Q: 3 clusters Score -1.694437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -16944374.000000 Penalty: 3836.707031
	Iteration 82Q: 3 clusters Score -1.694437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 133171 members 
Entering Unmasked Estep 
Score: -16944384.000000 Penalty: 3836.707031
	Iteration 83Q: 3 clusters Score -1.694438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 133178 members 
Entering Unmasked Estep 
Score: -16944386.000000 Penalty: 3836.707031
	Iteration 84Q: 3 clusters Score -1.694439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 133188 members 
Entering Unmasked Estep 
Score: -16944396.000000 Penalty: 3836.707031
	Iteration 85Q: 3 clusters Score -1.69444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -16944398.000000 Penalty: 3836.707031
	Iteration 86Q: 3 clusters Score -1.69444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -16944402.000000 Penalty: 3836.707031
	Iteration 87Q: 3 clusters Score -1.69444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 133208 members 
Entering Unmasked Estep 
Score: -16944390.000000 Penalty: 3836.707031
	Iteration 88Q: 3 clusters Score -1.694439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -16944390.000000 Penalty: 3836.707031
	Iteration 89Q: 3 clusters Score -1.694439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -16944396.000000 Penalty: 3836.707031
	Iteration 90Q: 3 clusters Score -1.69444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -16944394.000000 Penalty: 3836.707031
	Iteration 91Q: 3 clusters Score -1.694439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -16944394.000000 Penalty: 3836.707031
	Iteration 92Q: 3 clusters Score -1.694439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 133238 members 
Entering Unmasked Estep 
Score: -16944402.000000 Penalty: 3836.707031
	Iteration 93Q: 3 clusters Score -1.69444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 133245 members 
Entering Unmasked Estep 
Score: -16944400.000000 Penalty: 3836.707031
	Iteration 94Q: 3 clusters Score -1.69444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -16944404.000000 Penalty: 3836.707031
	Iteration 95Q: 3 clusters Score -1.69444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 133255 members 
Entering Unmasked Estep 
Score: -16944412.000000 Penalty: 3836.707031
	Iteration 96Q: 3 clusters Score -1.694441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 133261 members 
Entering Unmasked Estep 
Score: -16944390.000000 Penalty: 3836.707031
	Iteration 97Q: 3 clusters Score -1.694439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 133268 members 
Entering Unmasked Estep 
Score: -16944410.000000 Penalty: 3836.707031
	Iteration 98Q: 3 clusters Score -1.694441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 133271 members 
Entering Unmasked Estep 
Score: -16944410.000000 Penalty: 3836.707031
	Iteration 99Q: 3 clusters Score -1.694441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 133275 members 
Entering Unmasked Estep 
Score: -16944406.000000 Penalty: 3836.707031
	Iteration 100F: 3 clusters Score -1.694441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -595356.500000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -595356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -591385.187500 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -591385.2 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -592557.562500 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -592557.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -592814.625000 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -592814.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -593068.250000 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -593068.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -593340.812500 Penalty: 2767.762451
	Iteration 4F: 3 clusters Score -593340.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -593591.562500 Penalty: 2767.762451
	Iteration 5F: 3 clusters Score -593591.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -593865.500000 Penalty: 2767.762451
	Iteration 6F: 3 clusters Score -593865.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -594142.437500 Penalty: 2767.762451
	Iteration 7F: 3 clusters Score -594142.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -594371.000000 Penalty: 2767.762451
	Iteration 8F: 3 clusters Score -594371 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -594561.875000 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -594561.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -594702.312500 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -594702.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -594792.625000 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -594792.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -594855.187500 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -594855.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -594908.875000 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -594908.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -594944.875000 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -594944.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -594974.375000 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -594974.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -594991.125000 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -594991.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -595012.437500 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -595012.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -595030.625000 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -595030.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -595043.437500 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -595043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -595055.187500 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -595055.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -595075.062500 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -595075.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -595089.250000 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -595089.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -595100.062500 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -595100.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -595108.062500 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -595108.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -595117.437500 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -595117.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -595123.750000 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -595123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -595125.687500 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -595125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -595128.625000 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -595128.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -595133.437500 Penalty: 2767.762451
	Iteration 29Q: 3 clusters Score -595133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -595135.875000 Penalty: 2767.762451
	Iteration 30Q: 3 clusters Score -595135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -595140.000000 Penalty: 2767.762451
	Iteration 31Q: 3 clusters Score -595140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -595144.062500 Penalty: 2767.762451
	Iteration 32Q: 3 clusters Score -595144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -595149.937500 Penalty: 2767.762451
	Iteration 33Q: 3 clusters Score -595149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -595157.312500 Penalty: 2767.762451
	Iteration 34Q: 3 clusters Score -595157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -595159.937500 Penalty: 2767.762451
	Iteration 35Q: 3 clusters Score -595159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -595160.812500 Penalty: 2767.762451
	Iteration 36Q: 3 clusters Score -595160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -595162.625000 Penalty: 2767.762451
	Iteration 37Q: 3 clusters Score -595162.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -595162.625000 Penalty: 2767.762451
	Iteration 38F: 3 clusters Score -595162.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13981.120117 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -13981.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13285.543945 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13285.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13618.678711 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13618.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13763.763672 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13763.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13840.636719 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -13840.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13931.229492 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -13931.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13940.833008 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13940.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13951.158203 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -13951.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13953.757812 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -13953.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13953.757812 Penalty: 1824.266602
	Iteration 8F: 3 clusters Score -13953.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53647.277344 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53647.28 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 256 members 
Entering Unmasked Estep 
Score: -52580.660156 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52580.66 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52879.140625 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52879.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52998.636719 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52998.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53062.828125 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -53062.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53100.324219 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -53100.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53140.804688 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -53140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53178.945312 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53178.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53217.203125 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53249.292969 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53249.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53262.226562 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53262.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53268.074219 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -53268.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53268.074219 Penalty: 2028.722534
	Iteration 11F: 3 clusters Score -53268.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -24183.392578 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -24183.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23482.525391 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -23482.53 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23890.373047 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -23890.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24032.820312 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -24032.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24072.990234 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -24072.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24080.423828 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -24080.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24093.158203 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -24093.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24105.472656 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -24105.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24113.285156 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -24113.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24117.820312 Penalty: 1887.646362
	Iteration 8Q: 3 clusters Score -24117.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24148.562500 Penalty: 1887.646362
	Iteration 9Q: 3 clusters Score -24148.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24150.523438 Penalty: 1887.646362
	Iteration 10Q: 3 clusters Score -24150.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24155.062500 Penalty: 1887.646362
	Iteration 11Q: 3 clusters Score -24155.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24159.324219 Penalty: 1887.646362
	Iteration 12Q: 3 clusters Score -24159.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24167.613281 Penalty: 1887.646362
	Iteration 13Q: 3 clusters Score -24167.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24171.566406 Penalty: 1887.646362
	Iteration 14Q: 3 clusters Score -24171.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24201.191406 Penalty: 1887.646362
	Iteration 15Q: 3 clusters Score -24201.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24205.531250 Penalty: 1887.646362
	Iteration 16Q: 3 clusters Score -24205.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24206.585938 Penalty: 1887.646362
	Iteration 17F: 3 clusters Score -24206.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24217.378906 Penalty: 1887.646362
	Iteration 18Q: 3 clusters Score -24217.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24234.085938 Penalty: 1887.646362
	Iteration 19Q: 3 clusters Score -24234.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24238.988281 Penalty: 1887.646362
	Iteration 20F: 3 clusters Score -24238.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24240.173828 Penalty: 1887.646362
	Iteration 21Q: 3 clusters Score -24240.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24240.173828 Penalty: 1887.646362
	Iteration 22F: 3 clusters Score -24240.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103674 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117512 members 
Mstep: Class 10 contains 119150 members 
Mstep: Class 11 contains 52129 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101503 members 
Mstep: Class 15 contains 14453 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 117353 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107926 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 145 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38503 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133954 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38547 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15201 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141745632.000000 Penalty: 97552.609375
Splitting cluster 34 changes total score from -141746752.000000 to -141745632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25174.341797 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -25174.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24393.197266 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -24393.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24610.875000 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -24610.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24659.097656 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -24659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24671.830078 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -24671.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24692.511719 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -24692.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24693.324219 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -24693.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24694.783203 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -24694.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24694.783203 Penalty: 1853.729370
	Iteration 7F: 3 clusters Score -24694.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Entering Unmasked Estep 
Score: -4883503.500000 Penalty: 1715.940430
	Iteration 0F: 2 clusters Score -4883504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4857518.500000 Penalty: 3431.880859
	Iteration 0F: 3 clusters Score -4857518 nChanged 17940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4867897.000000 Penalty: 3431.880859
	Iteration 1F: 3 clusters Score -4867897 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4868431.000000 Penalty: 3431.880859
	Iteration 2Q: 3 clusters Score -4868431 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4869125.500000 Penalty: 3431.880859
	Iteration 3Q: 3 clusters Score -4869126 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4870127.000000 Penalty: 3431.880859
	Iteration 4Q: 3 clusters Score -4870127 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4871370.000000 Penalty: 3431.880859
	Iteration 5F: 3 clusters Score -4871370 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -4872638.000000 Penalty: 3431.880859
	Iteration 6F: 3 clusters Score -4872638 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4873827.000000 Penalty: 3431.880859
	Iteration 7F: 3 clusters Score -4873827 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4874789.500000 Penalty: 3431.880859
	Iteration 8F: 3 clusters Score -4874790 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4875554.000000 Penalty: 3431.880859
	Iteration 9Q: 3 clusters Score -4875554 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -4876225.000000 Penalty: 3431.880859
	Iteration 10Q: 3 clusters Score -4876225 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4876871.000000 Penalty: 3431.880859
	Iteration 11Q: 3 clusters Score -4876871 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4877357.000000 Penalty: 3431.880859
	Iteration 12Q: 3 clusters Score -4877357 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4877710.500000 Penalty: 3431.880859
	Iteration 13Q: 3 clusters Score -4877710 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -4878004.500000 Penalty: 3431.880859
	Iteration 14Q: 3 clusters Score -4878004 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4878247.500000 Penalty: 3431.880859
	Iteration 15Q: 3 clusters Score -4878248 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4878422.500000 Penalty: 3431.880859
	Iteration 16Q: 3 clusters Score -4878422 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4878544.500000 Penalty: 3431.880859
	Iteration 17Q: 3 clusters Score -4878544 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4878651.000000 Penalty: 3431.880859
	Iteration 18Q: 3 clusters Score -4878651 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4878727.500000 Penalty: 3431.880859
	Iteration 19Q: 3 clusters Score -4878728 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4878776.000000 Penalty: 3431.880859
	Iteration 20F: 3 clusters Score -4878776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4878847.000000 Penalty: 3431.880859
	Iteration 21Q: 3 clusters Score -4878847 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -4878911.000000 Penalty: 3431.880859
	Iteration 22Q: 3 clusters Score -4878911 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4878958.000000 Penalty: 3431.880859
	Iteration 23Q: 3 clusters Score -4878958 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4879010.500000 Penalty: 3431.880859
	Iteration 24Q: 3 clusters Score -4879010 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4879053.000000 Penalty: 3431.880859
	Iteration 25Q: 3 clusters Score -4879053 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -4879102.500000 Penalty: 3431.880859
	Iteration 26Q: 3 clusters Score -4879102 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4879137.000000 Penalty: 3431.880859
	Iteration 27Q: 3 clusters Score -4879137 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4879169.500000 Penalty: 3431.880859
	Iteration 28Q: 3 clusters Score -4879170 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4879176.000000 Penalty: 3431.880859
	Iteration 29Q: 3 clusters Score -4879176 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4879213.500000 Penalty: 3431.880859
	Iteration 30Q: 3 clusters Score -4879214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4879251.000000 Penalty: 3431.880859
	Iteration 31Q: 3 clusters Score -4879251 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4879274.500000 Penalty: 3431.880859
	Iteration 32Q: 3 clusters Score -4879274 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4879289.000000 Penalty: 3431.880859
	Iteration 33Q: 3 clusters Score -4879289 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -4879323.500000 Penalty: 3431.880859
	Iteration 34Q: 3 clusters Score -4879324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4879343.000000 Penalty: 3431.880859
	Iteration 35Q: 3 clusters Score -4879343 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4879370.000000 Penalty: 3431.880859
	Iteration 36Q: 3 clusters Score -4879370 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4879389.000000 Penalty: 3431.880859
	Iteration 37Q: 3 clusters Score -4879389 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -4879406.000000 Penalty: 3431.880859
	Iteration 38Q: 3 clusters Score -4879406 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -4879448.000000 Penalty: 3431.880859
	Iteration 39Q: 3 clusters Score -4879448 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4879489.500000 Penalty: 3431.880859
	Iteration 40F: 3 clusters Score -4879490 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4879504.000000 Penalty: 3431.880859
	Iteration 41Q: 3 clusters Score -4879504 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -4879564.500000 Penalty: 3431.880859
	Iteration 42Q: 3 clusters Score -4879564 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -4879620.000000 Penalty: 3431.880859
	Iteration 43Q: 3 clusters Score -4879620 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -4879662.500000 Penalty: 3431.880859
	Iteration 44Q: 3 clusters Score -4879662 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -4879716.500000 Penalty: 3431.880859
	Iteration 45Q: 3 clusters Score -4879716 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4879795.500000 Penalty: 3431.880859
	Iteration 46Q: 3 clusters Score -4879796 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4879868.000000 Penalty: 3431.880859
	Iteration 47Q: 3 clusters Score -4879868 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4879907.000000 Penalty: 3431.880859
	Iteration 48Q: 3 clusters Score -4879907 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4879946.500000 Penalty: 3431.880859
	Iteration 49Q: 3 clusters Score -4879946 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4880047.000000 Penalty: 3431.880859
	Iteration 50Q: 3 clusters Score -4880047 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4880122.500000 Penalty: 3431.880859
	Iteration 51Q: 3 clusters Score -4880122 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4880213.000000 Penalty: 3431.880859
	Iteration 52Q: 3 clusters Score -4880213 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4880293.500000 Penalty: 3431.880859
	Iteration 53Q: 3 clusters Score -4880294 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4880380.000000 Penalty: 3431.880859
	Iteration 54Q: 3 clusters Score -4880380 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -4880449.500000 Penalty: 3431.880859
	Iteration 55Q: 3 clusters Score -4880450 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4880534.500000 Penalty: 3431.880859
	Iteration 56Q: 3 clusters Score -4880534 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4880619.500000 Penalty: 3431.880859
	Iteration 57Q: 3 clusters Score -4880620 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4880705.000000 Penalty: 3431.880859
	Iteration 58Q: 3 clusters Score -4880705 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4880792.500000 Penalty: 3431.880859
	Iteration 59Q: 3 clusters Score -4880792 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4880889.500000 Penalty: 3431.880859
	Iteration 60F: 3 clusters Score -4880890 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4880978.000000 Penalty: 3431.880859
	Iteration 61Q: 3 clusters Score -4880978 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4881089.000000 Penalty: 3431.880859
	Iteration 62Q: 3 clusters Score -4881089 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4881180.500000 Penalty: 3431.880859
	Iteration 63Q: 3 clusters Score -4881180 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4881253.000000 Penalty: 3431.880859
	Iteration 64Q: 3 clusters Score -4881253 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4881338.500000 Penalty: 3431.880859
	Iteration 65Q: 3 clusters Score -4881338 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4881417.500000 Penalty: 3431.880859
	Iteration 66Q: 3 clusters Score -4881418 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4881460.000000 Penalty: 3431.880859
	Iteration 67Q: 3 clusters Score -4881460 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4881518.500000 Penalty: 3431.880859
	Iteration 68Q: 3 clusters Score -4881518 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4881549.000000 Penalty: 3431.880859
	Iteration 69Q: 3 clusters Score -4881549 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4881604.000000 Penalty: 3431.880859
	Iteration 70Q: 3 clusters Score -4881604 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4881645.000000 Penalty: 3431.880859
	Iteration 71Q: 3 clusters Score -4881645 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4881686.000000 Penalty: 3431.880859
	Iteration 72Q: 3 clusters Score -4881686 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4881723.500000 Penalty: 3431.880859
	Iteration 73Q: 3 clusters Score -4881724 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4881769.500000 Penalty: 3431.880859
	Iteration 74Q: 3 clusters Score -4881770 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4881820.500000 Penalty: 3431.880859
	Iteration 75Q: 3 clusters Score -4881820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4881853.000000 Penalty: 3431.880859
	Iteration 76Q: 3 clusters Score -4881853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4881894.500000 Penalty: 3431.880859
	Iteration 77Q: 3 clusters Score -4881894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -4881916.000000 Penalty: 3431.880859
	Iteration 78Q: 3 clusters Score -4881916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4881937.500000 Penalty: 3431.880859
	Iteration 79Q: 3 clusters Score -4881938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -4881950.500000 Penalty: 3431.880859
	Iteration 80F: 3 clusters Score -4881950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4881971.000000 Penalty: 3431.880859
	Iteration 81Q: 3 clusters Score -4881971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4881991.500000 Penalty: 3431.880859
	Iteration 82Q: 3 clusters Score -4881992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4881999.000000 Penalty: 3431.880859
	Iteration 83Q: 3 clusters Score -4881999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -4881998.500000 Penalty: 3431.880859
	Iteration 84Q: 3 clusters Score -4881998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4882009.000000 Penalty: 3431.880859
	Iteration 85Q: 3 clusters Score -4882009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4882021.500000 Penalty: 3431.880859
	Iteration 86Q: 3 clusters Score -4882022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4882022.000000 Penalty: 3431.880859
	Iteration 87Q: 3 clusters Score -4882022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4882035.500000 Penalty: 3431.880859
	Iteration 88Q: 3 clusters Score -4882036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4882039.000000 Penalty: 3431.880859
	Iteration 89Q: 3 clusters Score -4882039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4882045.000000 Penalty: 3431.880859
	Iteration 90Q: 3 clusters Score -4882045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -4882045.500000 Penalty: 3431.880859
	Iteration 91Q: 3 clusters Score -4882046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -4882061.000000 Penalty: 3431.880859
	Iteration 92Q: 3 clusters Score -4882061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -4882054.500000 Penalty: 3431.880859
	Iteration 93Q: 3 clusters Score -4882054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4882061.500000 Penalty: 3431.880859
	Iteration 94Q: 3 clusters Score -4882062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4882063.000000 Penalty: 3431.880859
	Iteration 95Q: 3 clusters Score -4882063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4882062.500000 Penalty: 3431.880859
	Iteration 96Q: 3 clusters Score -4882062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4882076.500000 Penalty: 3431.880859
	Iteration 97Q: 3 clusters Score -4882076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4882076.000000 Penalty: 3431.880859
	Iteration 98Q: 3 clusters Score -4882076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4882073.000000 Penalty: 3431.880859
	Iteration 99Q: 3 clusters Score -4882073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4882081.000000 Penalty: 3431.880859
	Iteration 100F: 3 clusters Score -4882081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4882081.000000 Penalty: 3431.880859
	Iteration 101Q: 3 clusters Score -4882081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4882081.500000 Penalty: 3431.880859
	Iteration 102Q: 3 clusters Score -4882082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4882084.500000 Penalty: 3431.880859
	Iteration 103Q: 3 clusters Score -4882084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4882092.000000 Penalty: 3431.880859
	Iteration 104Q: 3 clusters Score -4882092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -4882090.000000 Penalty: 3431.880859
	Iteration 105Q: 3 clusters Score -4882090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4882094.000000 Penalty: 3431.880859
	Iteration 106Q: 3 clusters Score -4882094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4882095.000000 Penalty: 3431.880859
	Iteration 107Q: 3 clusters Score -4882095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4882093.500000 Penalty: 3431.880859
	Iteration 108Q: 3 clusters Score -4882094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4882091.500000 Penalty: 3431.880859
	Iteration 109Q: 3 clusters Score -4882092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4882092.000000 Penalty: 3431.880859
	Iteration 110Q: 3 clusters Score -4882092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4882092.500000 Penalty: 3431.880859
	Iteration 111Q: 3 clusters Score -4882092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4882097.500000 Penalty: 3431.880859
	Iteration 112Q: 3 clusters Score -4882098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4882098.000000 Penalty: 3431.880859
	Iteration 113Q: 3 clusters Score -4882098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4882098.000000 Penalty: 3431.880859
	Iteration 114F: 3 clusters Score -4882098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -364914.593750 Penalty: 1302.651733
	Iteration 0F: 2 clusters Score -364914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -362136.031250 Penalty: 2605.303467
	Iteration 0F: 3 clusters Score -362136 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -363072.500000 Penalty: 2605.303467
	Iteration 1F: 3 clusters Score -363072.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -363515.687500 Penalty: 2605.303467
	Iteration 2F: 3 clusters Score -363515.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -363860.000000 Penalty: 2605.303467
	Iteration 3F: 3 clusters Score -363860 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -364078.968750 Penalty: 2605.303467
	Iteration 4F: 3 clusters Score -364079 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -364212.750000 Penalty: 2605.303467
	Iteration 5F: 3 clusters Score -364212.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -364315.875000 Penalty: 2605.303467
	Iteration 6Q: 3 clusters Score -364315.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -364389.343750 Penalty: 2605.303467
	Iteration 7Q: 3 clusters Score -364389.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -364445.968750 Penalty: 2605.303467
	Iteration 8Q: 3 clusters Score -364446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -364491.656250 Penalty: 2605.303467
	Iteration 9Q: 3 clusters Score -364491.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -364538.937500 Penalty: 2605.303467
	Iteration 10Q: 3 clusters Score -364538.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -364568.437500 Penalty: 2605.303467
	Iteration 11Q: 3 clusters Score -364568.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -364584.875000 Penalty: 2605.303467
	Iteration 12Q: 3 clusters Score -364584.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -364599.781250 Penalty: 2605.303467
	Iteration 13Q: 3 clusters Score -364599.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -364615.312500 Penalty: 2605.303467
	Iteration 14Q: 3 clusters Score -364615.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -364631.843750 Penalty: 2605.303467
	Iteration 15Q: 3 clusters Score -364631.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -364642.937500 Penalty: 2605.303467
	Iteration 16Q: 3 clusters Score -364642.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -364657.968750 Penalty: 2605.303467
	Iteration 17Q: 3 clusters Score -364658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -364673.625000 Penalty: 2605.303467
	Iteration 18Q: 3 clusters Score -364673.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -364688.281250 Penalty: 2605.303467
	Iteration 19Q: 3 clusters Score -364688.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -364698.343750 Penalty: 2605.303467
	Iteration 20F: 3 clusters Score -364698.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -364705.343750 Penalty: 2605.303467
	Iteration 21Q: 3 clusters Score -364705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -364707.718750 Penalty: 2605.303467
	Iteration 22Q: 3 clusters Score -364707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -364710.250000 Penalty: 2605.303467
	Iteration 23Q: 3 clusters Score -364710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -364711.343750 Penalty: 2605.303467
	Iteration 24Q: 3 clusters Score -364711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -364712.250000 Penalty: 2605.303467
	Iteration 25Q: 3 clusters Score -364712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -364713.125000 Penalty: 2605.303467
	Iteration 26Q: 3 clusters Score -364713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -364713.312500 Penalty: 2605.303467
	Iteration 27Q: 3 clusters Score -364713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -364714.687500 Penalty: 2605.303467
	Iteration 28Q: 3 clusters Score -364714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -364714.968750 Penalty: 2605.303467
	Iteration 29Q: 3 clusters Score -364715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -364714.968750 Penalty: 2605.303467
	Iteration 30F: 3 clusters Score -364715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -34488.789062 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -34488.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33590.792969 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -33590.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33705.085938 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -33705.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33743.687500 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -33743.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33762.593750 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -33762.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33766.039062 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -33766.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33767.199219 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -33767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33767.199219 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -33767.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -8115.173828 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -8115.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7373.326172 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -7373.326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7689.423828 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -7689.424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7781.784180 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -7781.784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7839.242676 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -7839.243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7855.616699 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -7855.617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7855.616699 Penalty: 1842.711304
	Iteration 5F: 3 clusters Score -7855.617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Entering Unmasked Estep 
Score: -1863345.875000 Penalty: 1564.731323
	Iteration 0F: 2 clusters Score -1863346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1852772.375000 Penalty: 3129.462646
	Iteration 0F: 3 clusters Score -1852772 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1856544.750000 Penalty: 3129.462646
	Iteration 1F: 3 clusters Score -1856545 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1856961.250000 Penalty: 3129.462646
	Iteration 2F: 3 clusters Score -1856961 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1857418.000000 Penalty: 3129.462646
	Iteration 3F: 3 clusters Score -1857418 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1857878.875000 Penalty: 3129.462646
	Iteration 4F: 3 clusters Score -1857879 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1858428.000000 Penalty: 3129.462646
	Iteration 5F: 3 clusters Score -1858428 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1859022.875000 Penalty: 3129.462646
	Iteration 6F: 3 clusters Score -1859023 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1859637.625000 Penalty: 3129.462646
	Iteration 7F: 3 clusters Score -1859638 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1860100.625000 Penalty: 3129.462646
	Iteration 8Q: 3 clusters Score -1860101 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1860484.500000 Penalty: 3129.462646
	Iteration 9Q: 3 clusters Score -1860484 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1860835.875000 Penalty: 3129.462646
	Iteration 10Q: 3 clusters Score -1860836 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1861158.375000 Penalty: 3129.462646
	Iteration 11Q: 3 clusters Score -1861158 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1861403.750000 Penalty: 3129.462646
	Iteration 12Q: 3 clusters Score -1861404 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1861639.125000 Penalty: 3129.462646
	Iteration 13Q: 3 clusters Score -1861639 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1861827.125000 Penalty: 3129.462646
	Iteration 14Q: 3 clusters Score -1861827 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1861982.500000 Penalty: 3129.462646
	Iteration 15Q: 3 clusters Score -1861982 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1862110.125000 Penalty: 3129.462646
	Iteration 16Q: 3 clusters Score -1862110 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1862217.125000 Penalty: 3129.462646
	Iteration 17Q: 3 clusters Score -1862217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1862276.000000 Penalty: 3129.462646
	Iteration 18Q: 3 clusters Score -1862276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1862307.500000 Penalty: 3129.462646
	Iteration 19Q: 3 clusters Score -1862308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1862341.625000 Penalty: 3129.462646
	Iteration 20F: 3 clusters Score -1862342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1862380.750000 Penalty: 3129.462646
	Iteration 21Q: 3 clusters Score -1862381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1862418.625000 Penalty: 3129.462646
	Iteration 22Q: 3 clusters Score -1862419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1862455.125000 Penalty: 3129.462646
	Iteration 23Q: 3 clusters Score -1862455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1862478.125000 Penalty: 3129.462646
	Iteration 24Q: 3 clusters Score -1862478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1862488.375000 Penalty: 3129.462646
	Iteration 25Q: 3 clusters Score -1862488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1862497.625000 Penalty: 3129.462646
	Iteration 26Q: 3 clusters Score -1862498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1862506.375000 Penalty: 3129.462646
	Iteration 27Q: 3 clusters Score -1862506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1862514.750000 Penalty: 3129.462646
	Iteration 28Q: 3 clusters Score -1862515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1862519.375000 Penalty: 3129.462646
	Iteration 29Q: 3 clusters Score -1862519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1862521.250000 Penalty: 3129.462646
	Iteration 30Q: 3 clusters Score -1862521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1862521.250000 Penalty: 3129.462646
	Iteration 31Q: 3 clusters Score -1862521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1862522.750000 Penalty: 3129.462646
	Iteration 32Q: 3 clusters Score -1862523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1862523.500000 Penalty: 3129.462646
	Iteration 33Q: 3 clusters Score -1862524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1862523.500000 Penalty: 3129.462646
	Iteration 34F: 3 clusters Score -1862524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -28266.572266 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -28266.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27461.863281 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -27461.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27582.359375 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -27582.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27624.390625 Penalty: 1809.712036
	Iteration 2F: 3 clusters Score -27624.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27638.394531 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -27638.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27651.785156 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -27651.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27658.800781 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -27658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27661.869141 Penalty: 1809.712036
	Iteration 6Q: 3 clusters Score -27661.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27670.857422 Penalty: 1809.712036
	Iteration 7Q: 3 clusters Score -27670.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27678.986328 Penalty: 1809.712036
	Iteration 8Q: 3 clusters Score -27678.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27687.478516 Penalty: 1809.712036
	Iteration 9Q: 3 clusters Score -27687.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27687.478516 Penalty: 1809.712036
	Iteration 10F: 3 clusters Score -27687.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9435.214844 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9435.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8939.816406 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8939.816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8996.720703 Penalty: 1486.781006
	Iteration 1F: 3 clusters Score -8996.721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9020.543945 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -9020.544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9020.543945 Penalty: 1486.781006
	Iteration 3F: 3 clusters Score -9020.544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -89301.156250 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -89301.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88029.468750 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -88029.47 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88416.328125 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -88416.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88580.812500 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -88580.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88655.250000 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -88655.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88685.578125 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -88685.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88708.898438 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -88708.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88720.343750 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -88720.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88726.351562 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -88726.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88731.851562 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -88731.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88737.500000 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -88737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88743.273438 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -88743.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88754.914062 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -88754.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88765.140625 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -88765.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88785.234375 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -88785.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88805.898438 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -88805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88821.968750 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -88821.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88830.875000 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -88830.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88853.304688 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -88853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88868.500000 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -88868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88878.125000 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -88878.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88887.304688 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -88887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88891.273438 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -88891.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88892.046875 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -88892.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88892.046875 Penalty: 2167.174072
	Iteration 23F: 3 clusters Score -88892.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103674 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117512 members 
Mstep: Class 10 contains 119150 members 
Mstep: Class 11 contains 52129 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101503 members 
Mstep: Class 15 contains 14453 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 117353 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107926 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 38503 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133954 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38547 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15201 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746880.000000 Penalty: 95283.945312
Iteration 399Q: 43 clusters Score -1.417469e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103679 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117532 members 
Mstep: Class 10 contains 119149 members 
Mstep: Class 11 contains 52129 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101470 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 117361 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107922 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 38506 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133958 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38544 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15201 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746800.000000 Penalty: 95283.945312
Iteration 400F: 43 clusters Score -1.417468e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103679 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117560 members 
Mstep: Class 10 contains 119135 members 
Mstep: Class 11 contains 52130 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101436 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 117372 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107907 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16089 members 
Mstep: Class 28 contains 38509 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133971 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38541 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746944.000000 Penalty: 95283.945312
Iteration 401Q: 43 clusters Score -1.417469e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103679 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117594 members 
Mstep: Class 10 contains 119120 members 
Mstep: Class 11 contains 52130 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101391 members 
Mstep: Class 15 contains 14454 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117382 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107901 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 38515 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 133983 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38542 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15204 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746960.000000 Penalty: 95283.945312
Iteration 402Q: 43 clusters Score -1.41747e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103679 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117617 members 
Mstep: Class 10 contains 119113 members 
Mstep: Class 11 contains 52133 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101351 members 
Mstep: Class 15 contains 14454 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117393 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107896 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 38513 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134001 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38540 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15203 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746912.000000 Penalty: 95283.945312
Iteration 403Q: 43 clusters Score -1.417469e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103678 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117646 members 
Mstep: Class 10 contains 119115 members 
Mstep: Class 11 contains 52134 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101304 members 
Mstep: Class 15 contains 14456 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117393 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107896 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 38520 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134010 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38533 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15200 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746864.000000 Penalty: 95283.945312
Iteration 404Q: 43 clusters Score -1.417469e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103680 members 
Mstep: Class 4 contains 8268 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 117664 members 
Mstep: Class 10 contains 119122 members 
Mstep: Class 11 contains 52140 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101255 members 
Mstep: Class 15 contains 14457 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117400 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107895 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 38519 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134018 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38532 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 95283.945312
Iteration 405Q: 43 clusters Score -1.417471e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103685 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117666 members 
Mstep: Class 10 contains 119138 members 
Mstep: Class 11 contains 52153 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101202 members 
Mstep: Class 15 contains 14458 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117403 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 107889 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 38518 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134028 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38534 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15199 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 95283.945312
Iteration 406Q: 43 clusters Score -1.417471e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103684 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4574 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117665 members 
Mstep: Class 10 contains 119148 members 
Mstep: Class 11 contains 52161 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101151 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117418 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107880 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 38520 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134042 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38534 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15200 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 407Q: 43 clusters Score -1.417472e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 103689 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 117674 members 
Mstep: Class 10 contains 119160 members 
Mstep: Class 11 contains 52167 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101092 members 
Mstep: Class 15 contains 14463 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117438 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107867 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16097 members 
Mstep: Class 28 contains 38520 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134053 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38524 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747152.000000 Penalty: 95283.945312
Iteration 408Q: 43 clusters Score -1.417472e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 103691 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 117673 members 
Mstep: Class 10 contains 119171 members 
Mstep: Class 11 contains 52177 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 101035 members 
Mstep: Class 15 contains 14463 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117454 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107849 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16099 members 
Mstep: Class 28 contains 38526 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134071 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38525 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 95283.945312
Iteration 409Q: 43 clusters Score -1.417472e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110209 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 103695 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 117653 members 
Mstep: Class 10 contains 119181 members 
Mstep: Class 11 contains 52183 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100992 members 
Mstep: Class 15 contains 14463 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117475 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107832 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38529 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134092 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38526 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746992.000000 Penalty: 95283.945312
Iteration 410Q: 43 clusters Score -1.41747e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 103698 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117637 members 
Mstep: Class 10 contains 119176 members 
Mstep: Class 11 contains 52190 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100951 members 
Mstep: Class 15 contains 14467 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117491 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107812 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38534 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134125 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38529 members 
Mstep: Class 37 contains 3030 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15204 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 95283.945312
Iteration 411Q: 43 clusters Score -1.417471e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 103702 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117620 members 
Mstep: Class 10 contains 119177 members 
Mstep: Class 11 contains 52194 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100917 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117504 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107818 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38536 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134147 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38527 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15204 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747024.000000 Penalty: 95283.945312
Iteration 412Q: 43 clusters Score -1.41747e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 103700 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 117613 members 
Mstep: Class 10 contains 119181 members 
Mstep: Class 11 contains 52197 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100890 members 
Mstep: Class 15 contains 14467 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117509 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107814 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38539 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134174 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38524 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15207 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746944.000000 Penalty: 95283.945312
Iteration 413Q: 43 clusters Score -1.417469e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110221 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 103699 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 117611 members 
Mstep: Class 10 contains 119185 members 
Mstep: Class 11 contains 52198 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100872 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117501 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107802 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38545 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134199 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38522 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15210 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747008.000000 Penalty: 95283.945312
Iteration 414Q: 43 clusters Score -1.41747e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110227 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 103701 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117597 members 
Mstep: Class 10 contains 119188 members 
Mstep: Class 11 contains 52201 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100851 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117505 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107792 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 38553 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134214 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38519 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15217 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747008.000000 Penalty: 95283.945312
Iteration 415Q: 43 clusters Score -1.41747e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 117581 members 
Mstep: Class 10 contains 119179 members 
Mstep: Class 11 contains 52205 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100837 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117507 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107793 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 38563 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134223 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38522 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15220 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 95283.945312
Iteration 416Q: 43 clusters Score -1.417471e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110227 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 103706 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4575 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 117568 members 
Mstep: Class 10 contains 119176 members 
Mstep: Class 11 contains 52209 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100817 members 
Mstep: Class 15 contains 14471 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117523 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107789 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38569 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134234 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15220 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747072.000000 Penalty: 95283.945312
Iteration 417Q: 43 clusters Score -1.417471e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 103709 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 119168 members 
Mstep: Class 11 contains 52214 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100800 members 
Mstep: Class 15 contains 14469 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117526 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107786 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38574 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134245 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38520 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15222 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747120.000000 Penalty: 95283.945312
Iteration 418Q: 43 clusters Score -1.417471e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110235 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 103709 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 117559 members 
Mstep: Class 10 contains 119168 members 
Mstep: Class 11 contains 52217 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100778 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117524 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107790 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16100 members 
Mstep: Class 28 contains 38581 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134255 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38519 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15224 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 95283.945312
Iteration 419Q: 43 clusters Score -1.417472e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103712 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4587 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 117558 members 
Mstep: Class 10 contains 119157 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100762 members 
Mstep: Class 15 contains 14472 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117534 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107788 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38583 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134266 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38515 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15227 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747120.000000 Penalty: 95283.945312
Iteration 420F: 43 clusters Score -1.417471e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103714 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4587 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 117557 members 
Mstep: Class 10 contains 119139 members 
Mstep: Class 11 contains 52229 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100748 members 
Mstep: Class 15 contains 14474 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 117540 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107788 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38588 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134286 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38507 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15229 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 95283.945312
Iteration 421Q: 43 clusters Score -1.417471e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110225 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 103714 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4587 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 117553 members 
Mstep: Class 10 contains 119137 members 
Mstep: Class 11 contains 52230 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100735 members 
Mstep: Class 15 contains 14476 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 117548 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107780 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38592 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134307 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38501 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15229 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747136.000000 Penalty: 95283.945312
Iteration 422Q: 43 clusters Score -1.417471e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 103715 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4588 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117563 members 
Mstep: Class 10 contains 119122 members 
Mstep: Class 11 contains 52233 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100722 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117560 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107765 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38600 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134314 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38498 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15230 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 95283.945312
Iteration 423Q: 43 clusters Score -1.417472e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 103714 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 4590 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 119108 members 
Mstep: Class 11 contains 52236 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100712 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117571 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107748 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 38608 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134324 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38496 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15232 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 95283.945312
Iteration 424Q: 43 clusters Score -1.417472e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103718 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117554 members 
Mstep: Class 10 contains 119107 members 
Mstep: Class 11 contains 52243 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100700 members 
Mstep: Class 15 contains 14476 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 117578 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107731 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 38613 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134330 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38497 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747136.000000 Penalty: 95283.945312
Iteration 425Q: 43 clusters Score -1.417471e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103723 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117561 members 
Mstep: Class 10 contains 119098 members 
Mstep: Class 11 contains 52249 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100690 members 
Mstep: Class 15 contains 14477 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117586 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107715 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38616 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134340 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38498 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 426Q: 43 clusters Score -1.417472e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103727 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117562 members 
Mstep: Class 10 contains 119104 members 
Mstep: Class 11 contains 52257 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100661 members 
Mstep: Class 15 contains 14476 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 117588 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107701 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38623 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134353 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38497 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747248.000000 Penalty: 95283.945312
Iteration 427Q: 43 clusters Score -1.417472e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 103733 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117550 members 
Mstep: Class 10 contains 119102 members 
Mstep: Class 11 contains 52263 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100635 members 
Mstep: Class 15 contains 14478 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117597 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107691 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38636 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134367 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38499 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15229 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 95283.945312
Iteration 428Q: 43 clusters Score -1.417472e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103734 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 117549 members 
Mstep: Class 10 contains 119100 members 
Mstep: Class 11 contains 52266 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100612 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117598 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107684 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38646 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134373 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38503 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15229 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747264.000000 Penalty: 95283.945312
Iteration 429Q: 43 clusters Score -1.417473e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103738 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117548 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 52271 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100591 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117606 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107678 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16100 members 
Mstep: Class 28 contains 38653 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134379 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38503 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747392.000000 Penalty: 95283.945312
Iteration 430Q: 43 clusters Score -1.417474e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103741 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117560 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 52273 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100568 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117605 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107675 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16097 members 
Mstep: Class 28 contains 38661 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134387 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38505 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 95283.945312
Iteration 431Q: 43 clusters Score -1.417473e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103741 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 117571 members 
Mstep: Class 10 contains 119085 members 
Mstep: Class 11 contains 52279 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100546 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117598 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107670 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16099 members 
Mstep: Class 28 contains 38666 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134401 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38510 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15230 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747264.000000 Penalty: 95283.945312
Iteration 432Q: 43 clusters Score -1.417473e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 10472 members 
Mstep: Class 3 contains 103744 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117572 members 
Mstep: Class 10 contains 119081 members 
Mstep: Class 11 contains 52287 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100514 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117599 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107659 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 38672 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134420 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38515 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15234 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 95283.945312
Iteration 433Q: 43 clusters Score -1.417472e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 10472 members 
Mstep: Class 3 contains 103748 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 117569 members 
Mstep: Class 10 contains 119086 members 
Mstep: Class 11 contains 52288 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100501 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5192 members 
Mstep: Class 18 contains 117597 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107643 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 38680 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134432 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38518 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15236 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747312.000000 Penalty: 95283.945312
Iteration 434Q: 43 clusters Score -1.417473e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103748 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117554 members 
Mstep: Class 10 contains 119095 members 
Mstep: Class 11 contains 52291 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100482 members 
Mstep: Class 15 contains 14478 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117597 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107641 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 38684 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134448 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38518 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15236 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747296.000000 Penalty: 95283.945312
Iteration 435Q: 43 clusters Score -1.417473e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103752 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117555 members 
Mstep: Class 10 contains 119092 members 
Mstep: Class 11 contains 52295 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100472 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117594 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107629 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 38686 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134469 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38519 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15235 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747376.000000 Penalty: 95283.945312
Iteration 436Q: 43 clusters Score -1.417474e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103757 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117541 members 
Mstep: Class 10 contains 119090 members 
Mstep: Class 11 contains 52302 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100458 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117594 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107631 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16107 members 
Mstep: Class 28 contains 38687 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134481 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38524 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15235 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747392.000000 Penalty: 95283.945312
Iteration 437Q: 43 clusters Score -1.417474e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103758 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117536 members 
Mstep: Class 10 contains 119107 members 
Mstep: Class 11 contains 52309 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100441 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117582 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107620 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16107 members 
Mstep: Class 28 contains 38695 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134501 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38522 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15233 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747360.000000 Penalty: 95283.945312
Iteration 438Q: 43 clusters Score -1.417474e+08 nChanged 192
Entering ConstructFrom: 
Score: -141747360.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (110246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Entering Unmasked Estep 
Score: -13865168.000000 Penalty: 1886.701294
	Iteration 0F: 2 clusters Score -1.386517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -13793054.000000 Penalty: 3773.402588
	Iteration 0F: 3 clusters Score -1.379305e+07 nChanged 52849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -13824144.000000 Penalty: 3773.402588
	Iteration 1F: 3 clusters Score -1.382414e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -13825433.000000 Penalty: 3773.402588
	Iteration 2Q: 3 clusters Score -1.382543e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -13827558.000000 Penalty: 3773.402588
	Iteration 3Q: 3 clusters Score -1.382756e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -13830980.000000 Penalty: 3773.402588
	Iteration 4F: 3 clusters Score -1.383098e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -13836848.000000 Penalty: 3773.402588
	Iteration 5F: 3 clusters Score -1.383685e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -13844311.000000 Penalty: 3773.402588
	Iteration 6F: 3 clusters Score -1.384431e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -13851561.000000 Penalty: 3773.402588
	Iteration 7F: 3 clusters Score -1.385156e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -13855516.000000 Penalty: 3773.402588
	Iteration 8Q: 3 clusters Score -1.385552e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -13857351.000000 Penalty: 3773.402588
	Iteration 9Q: 3 clusters Score -1.385735e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -13858118.000000 Penalty: 3773.402588
	Iteration 10Q: 3 clusters Score -1.385812e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -13858726.000000 Penalty: 3773.402588
	Iteration 11Q: 3 clusters Score -1.385873e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -13859109.000000 Penalty: 3773.402588
	Iteration 12Q: 3 clusters Score -1.385911e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -13859478.000000 Penalty: 3773.402588
	Iteration 13Q: 3 clusters Score -1.385948e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -13859747.000000 Penalty: 3773.402588
	Iteration 14Q: 3 clusters Score -1.385975e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -13860020.000000 Penalty: 3773.402588
	Iteration 15Q: 3 clusters Score -1.386002e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -13860326.000000 Penalty: 3773.402588
	Iteration 16Q: 3 clusters Score -1.386033e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -13860499.000000 Penalty: 3773.402588
	Iteration 17Q: 3 clusters Score -1.38605e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -13860764.000000 Penalty: 3773.402588
	Iteration 18Q: 3 clusters Score -1.386076e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -13860991.000000 Penalty: 3773.402588
	Iteration 19Q: 3 clusters Score -1.386099e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -13861216.000000 Penalty: 3773.402588
	Iteration 20F: 3 clusters Score -1.386122e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -13861427.000000 Penalty: 3773.402588
	Iteration 21Q: 3 clusters Score -1.386143e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -13861714.000000 Penalty: 3773.402588
	Iteration 22Q: 3 clusters Score -1.386171e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -13861898.000000 Penalty: 3773.402588
	Iteration 23Q: 3 clusters Score -1.38619e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -13862057.000000 Penalty: 3773.402588
	Iteration 24Q: 3 clusters Score -1.386206e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -13862232.000000 Penalty: 3773.402588
	Iteration 25Q: 3 clusters Score -1.386223e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -13862349.000000 Penalty: 3773.402588
	Iteration 26Q: 3 clusters Score -1.386235e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -13862474.000000 Penalty: 3773.402588
	Iteration 27Q: 3 clusters Score -1.386247e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -13862645.000000 Penalty: 3773.402588
	Iteration 28Q: 3 clusters Score -1.386264e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -13862803.000000 Penalty: 3773.402588
	Iteration 29Q: 3 clusters Score -1.38628e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -13862916.000000 Penalty: 3773.402588
	Iteration 30Q: 3 clusters Score -1.386292e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -13863028.000000 Penalty: 3773.402588
	Iteration 31Q: 3 clusters Score -1.386303e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -13863050.000000 Penalty: 3773.402588
	Iteration 32Q: 3 clusters Score -1.386305e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -13863123.000000 Penalty: 3773.402588
	Iteration 33Q: 3 clusters Score -1.386312e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -13863171.000000 Penalty: 3773.402588
	Iteration 34Q: 3 clusters Score -1.386317e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -13863236.000000 Penalty: 3773.402588
	Iteration 35Q: 3 clusters Score -1.386324e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -13863357.000000 Penalty: 3773.402588
	Iteration 36Q: 3 clusters Score -1.386336e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -13863432.000000 Penalty: 3773.402588
	Iteration 37Q: 3 clusters Score -1.386343e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -13863544.000000 Penalty: 3773.402588
	Iteration 38Q: 3 clusters Score -1.386354e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 107170 members 
Entering Unmasked Estep 
Score: -13863609.000000 Penalty: 3773.402588
	Iteration 39Q: 3 clusters Score -1.386361e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -13863704.000000 Penalty: 3773.402588
	Iteration 40F: 3 clusters Score -1.38637e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -13863713.000000 Penalty: 3773.402588
	Iteration 41Q: 3 clusters Score -1.386371e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 107711 members 
Entering Unmasked Estep 
Score: -13863747.000000 Penalty: 3773.402588
	Iteration 42Q: 3 clusters Score -1.386375e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 107842 members 
Entering Unmasked Estep 
Score: -13863793.000000 Penalty: 3773.402588
	Iteration 43Q: 3 clusters Score -1.386379e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 107940 members 
Entering Unmasked Estep 
Score: -13863792.000000 Penalty: 3773.402588
	Iteration 44Q: 3 clusters Score -1.386379e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -13863817.000000 Penalty: 3773.402588
	Iteration 45Q: 3 clusters Score -1.386382e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 108093 members 
Entering Unmasked Estep 
Score: -13863821.000000 Penalty: 3773.402588
	Iteration 46Q: 3 clusters Score -1.386382e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -13863806.000000 Penalty: 3773.402588
	Iteration 47Q: 3 clusters Score -1.386381e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -13863782.000000 Penalty: 3773.402588
	Iteration 48Q: 3 clusters Score -1.386378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -13863793.000000 Penalty: 3773.402588
	Iteration 49Q: 3 clusters Score -1.386379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -13863784.000000 Penalty: 3773.402588
	Iteration 50Q: 3 clusters Score -1.386378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -13863785.000000 Penalty: 3773.402588
	Iteration 51Q: 3 clusters Score -1.386378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -13863781.000000 Penalty: 3773.402588
	Iteration 52Q: 3 clusters Score -1.386378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -13863773.000000 Penalty: 3773.402588
	Iteration 53Q: 3 clusters Score -1.386377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 108474 members 
Entering Unmasked Estep 
Score: -13863781.000000 Penalty: 3773.402588
	Iteration 54Q: 3 clusters Score -1.386378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 108502 members 
Entering Unmasked Estep 
Score: -13863790.000000 Penalty: 3773.402588
	Iteration 55Q: 3 clusters Score -1.386379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -13863776.000000 Penalty: 3773.402588
	Iteration 56Q: 3 clusters Score -1.386378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 108569 members 
Entering Unmasked Estep 
Score: -13863790.000000 Penalty: 3773.402588
	Iteration 57Q: 3 clusters Score -1.386379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -13863801.000000 Penalty: 3773.402588
	Iteration 58Q: 3 clusters Score -1.38638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 108626 members 
Entering Unmasked Estep 
Score: -13863828.000000 Penalty: 3773.402588
	Iteration 59Q: 3 clusters Score -1.386383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -13863814.000000 Penalty: 3773.402588
	Iteration 60F: 3 clusters Score -1.386381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -13863823.000000 Penalty: 3773.402588
	Iteration 61Q: 3 clusters Score -1.386382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -13863809.000000 Penalty: 3773.402588
	Iteration 62Q: 3 clusters Score -1.386381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -13863824.000000 Penalty: 3773.402588
	Iteration 63Q: 3 clusters Score -1.386382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 108704 members 
Entering Unmasked Estep 
Score: -13863816.000000 Penalty: 3773.402588
	Iteration 64Q: 3 clusters Score -1.386382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 108710 members 
Entering Unmasked Estep 
Score: -13863823.000000 Penalty: 3773.402588
	Iteration 65Q: 3 clusters Score -1.386382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -13863818.000000 Penalty: 3773.402588
	Iteration 66Q: 3 clusters Score -1.386382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 108714 members 
Entering Unmasked Estep 
Score: -13863818.000000 Penalty: 3773.402588
	Iteration 67Q: 3 clusters Score -1.386382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 108715 members 
Entering Unmasked Estep 
Score: -13863827.000000 Penalty: 3773.402588
	Iteration 68Q: 3 clusters Score -1.386383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -13863829.000000 Penalty: 3773.402588
	Iteration 69Q: 3 clusters Score -1.386383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -13863829.000000 Penalty: 3773.402588
	Iteration 70F: 3 clusters Score -1.386383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Entering Unmasked Estep 
Score: -1204658.375000 Penalty: 1504.190308
	Iteration 0F: 2 clusters Score -1204658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1197320.250000 Penalty: 3008.380615
	Iteration 0F: 3 clusters Score -1197320 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1199949.000000 Penalty: 3008.380615
	Iteration 1F: 3 clusters Score -1199949 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1200553.250000 Penalty: 3008.380615
	Iteration 2F: 3 clusters Score -1200553 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1201180.375000 Penalty: 3008.380615
	Iteration 3F: 3 clusters Score -1201180 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1201704.000000 Penalty: 3008.380615
	Iteration 4F: 3 clusters Score -1201704 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1202072.375000 Penalty: 3008.380615
	Iteration 5F: 3 clusters Score -1202072 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1202302.250000 Penalty: 3008.380615
	Iteration 6Q: 3 clusters Score -1202302 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1202470.375000 Penalty: 3008.380615
	Iteration 7Q: 3 clusters Score -1202470 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1202609.500000 Penalty: 3008.380615
	Iteration 8Q: 3 clusters Score -1202610 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1202710.875000 Penalty: 3008.380615
	Iteration 9Q: 3 clusters Score -1202711 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1202812.500000 Penalty: 3008.380615
	Iteration 10Q: 3 clusters Score -1202812 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1202899.125000 Penalty: 3008.380615
	Iteration 11Q: 3 clusters Score -1202899 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1202968.750000 Penalty: 3008.380615
	Iteration 12Q: 3 clusters Score -1202969 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1203044.375000 Penalty: 3008.380615
	Iteration 13Q: 3 clusters Score -1203044 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1203104.625000 Penalty: 3008.380615
	Iteration 14Q: 3 clusters Score -1203105 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1203164.000000 Penalty: 3008.380615
	Iteration 15Q: 3 clusters Score -1203164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1203209.000000 Penalty: 3008.380615
	Iteration 16Q: 3 clusters Score -1203209 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1203255.500000 Penalty: 3008.380615
	Iteration 17Q: 3 clusters Score -1203256 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1203315.125000 Penalty: 3008.380615
	Iteration 18Q: 3 clusters Score -1203315 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1203382.750000 Penalty: 3008.380615
	Iteration 19Q: 3 clusters Score -1203383 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1203466.125000 Penalty: 3008.380615
	Iteration 20F: 3 clusters Score -1203466 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1203528.750000 Penalty: 3008.380615
	Iteration 21Q: 3 clusters Score -1203529 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1203573.250000 Penalty: 3008.380615
	Iteration 22Q: 3 clusters Score -1203573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1203603.375000 Penalty: 3008.380615
	Iteration 23Q: 3 clusters Score -1203603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1203633.000000 Penalty: 3008.380615
	Iteration 24Q: 3 clusters Score -1203633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1203660.375000 Penalty: 3008.380615
	Iteration 25Q: 3 clusters Score -1203660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1203689.750000 Penalty: 3008.380615
	Iteration 26Q: 3 clusters Score -1203690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1203718.250000 Penalty: 3008.380615
	Iteration 27Q: 3 clusters Score -1203718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1203742.625000 Penalty: 3008.380615
	Iteration 28Q: 3 clusters Score -1203743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1203754.750000 Penalty: 3008.380615
	Iteration 29Q: 3 clusters Score -1203755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1203769.125000 Penalty: 3008.380615
	Iteration 30Q: 3 clusters Score -1203769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1203778.625000 Penalty: 3008.380615
	Iteration 31Q: 3 clusters Score -1203779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1203788.750000 Penalty: 3008.380615
	Iteration 32Q: 3 clusters Score -1203789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1203793.750000 Penalty: 3008.380615
	Iteration 33Q: 3 clusters Score -1203794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1203798.125000 Penalty: 3008.380615
	Iteration 34Q: 3 clusters Score -1203798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1203802.750000 Penalty: 3008.380615
	Iteration 35Q: 3 clusters Score -1203803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1203806.000000 Penalty: 3008.380615
	Iteration 36Q: 3 clusters Score -1203806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1203809.500000 Penalty: 3008.380615
	Iteration 37Q: 3 clusters Score -1203810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1203810.625000 Penalty: 3008.380615
	Iteration 38Q: 3 clusters Score -1203811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1203812.875000 Penalty: 3008.380615
	Iteration 39Q: 3 clusters Score -1203813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1203815.000000 Penalty: 3008.380615
	Iteration 40F: 3 clusters Score -1203815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1203814.750000 Penalty: 3008.380615
	Iteration 41Q: 3 clusters Score -1203815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1203815.500000 Penalty: 3008.380615
	Iteration 42Q: 3 clusters Score -1203816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1203817.500000 Penalty: 3008.380615
	Iteration 43Q: 3 clusters Score -1203818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1203818.500000 Penalty: 3008.380615
	Iteration 44Q: 3 clusters Score -1203818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1203818.000000 Penalty: 3008.380615
	Iteration 45Q: 3 clusters Score -1203818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1203820.125000 Penalty: 3008.380615
	Iteration 46Q: 3 clusters Score -1203820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1203823.875000 Penalty: 3008.380615
	Iteration 47Q: 3 clusters Score -1203824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1203824.125000 Penalty: 3008.380615
	Iteration 48Q: 3 clusters Score -1203824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1203828.375000 Penalty: 3008.380615
	Iteration 49Q: 3 clusters Score -1203828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1203831.875000 Penalty: 3008.380615
	Iteration 50Q: 3 clusters Score -1203832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1203833.500000 Penalty: 3008.380615
	Iteration 51Q: 3 clusters Score -1203834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1203835.000000 Penalty: 3008.380615
	Iteration 52Q: 3 clusters Score -1203835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1203836.000000 Penalty: 3008.380615
	Iteration 53Q: 3 clusters Score -1203836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1203836.875000 Penalty: 3008.380615
	Iteration 54Q: 3 clusters Score -1203837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1203842.750000 Penalty: 3008.380615
	Iteration 55Q: 3 clusters Score -1203843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1203846.125000 Penalty: 3008.380615
	Iteration 56Q: 3 clusters Score -1203846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1203847.750000 Penalty: 3008.380615
	Iteration 57Q: 3 clusters Score -1203848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1203849.250000 Penalty: 3008.380615
	Iteration 58Q: 3 clusters Score -1203849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1203849.375000 Penalty: 3008.380615
	Iteration 59Q: 3 clusters Score -1203849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1203849.625000 Penalty: 3008.380615
	Iteration 60F: 3 clusters Score -1203850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Entering Unmasked Estep 
Score: -12812531.000000 Penalty: 1876.849976
	Iteration 0F: 2 clusters Score -1.281253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -12744904.000000 Penalty: 3753.699951
	Iteration 0F: 3 clusters Score -1.27449e+07 nChanged 49627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -12774826.000000 Penalty: 3753.699951
	Iteration 1F: 3 clusters Score -1.277483e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -12777014.000000 Penalty: 3753.699951
	Iteration 2Q: 3 clusters Score -1.277701e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -12780513.000000 Penalty: 3753.699951
	Iteration 3F: 3 clusters Score -1.278051e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -12785840.000000 Penalty: 3753.699951
	Iteration 4F: 3 clusters Score -1.278584e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -12792319.000000 Penalty: 3753.699951
	Iteration 5F: 3 clusters Score -1.279232e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -12798977.000000 Penalty: 3753.699951
	Iteration 6F: 3 clusters Score -1.279898e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -12804513.000000 Penalty: 3753.699951
	Iteration 7F: 3 clusters Score -1.280451e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -12808337.000000 Penalty: 3753.699951
	Iteration 8Q: 3 clusters Score -1.280834e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -12810455.000000 Penalty: 3753.699951
	Iteration 9Q: 3 clusters Score -1.281046e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -12811452.000000 Penalty: 3753.699951
	Iteration 10Q: 3 clusters Score -1.281145e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -12811912.000000 Penalty: 3753.699951
	Iteration 11Q: 3 clusters Score -1.281191e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -12812095.000000 Penalty: 3753.699951
	Iteration 12Q: 3 clusters Score -1.28121e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -12812225.000000 Penalty: 3753.699951
	Iteration 13Q: 3 clusters Score -1.281222e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -12812282.000000 Penalty: 3753.699951
	Iteration 14Q: 3 clusters Score -1.281228e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -12812328.000000 Penalty: 3753.699951
	Iteration 15Q: 3 clusters Score -1.281233e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -12812369.000000 Penalty: 3753.699951
	Iteration 16Q: 3 clusters Score -1.281237e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -12812366.000000 Penalty: 3753.699951
	Iteration 17Q: 3 clusters Score -1.281237e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -12812391.000000 Penalty: 3753.699951
	Iteration 18Q: 3 clusters Score -1.281239e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -12812411.000000 Penalty: 3753.699951
	Iteration 19Q: 3 clusters Score -1.281241e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -12812414.000000 Penalty: 3753.699951
	Iteration 20F: 3 clusters Score -1.281241e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -12812426.000000 Penalty: 3753.699951
	Iteration 21Q: 3 clusters Score -1.281243e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -12812384.000000 Penalty: 3753.699951
	Iteration 22Q: 3 clusters Score -1.281238e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -12812354.000000 Penalty: 3753.699951
	Iteration 23Q: 3 clusters Score -1.281235e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -12812361.000000 Penalty: 3753.699951
	Iteration 24Q: 3 clusters Score -1.281236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -12812347.000000 Penalty: 3753.699951
	Iteration 25Q: 3 clusters Score -1.281235e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -12812353.000000 Penalty: 3753.699951
	Iteration 26Q: 3 clusters Score -1.281235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -12812355.000000 Penalty: 3753.699951
	Iteration 27Q: 3 clusters Score -1.281236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -12812353.000000 Penalty: 3753.699951
	Iteration 28Q: 3 clusters Score -1.281235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -12812356.000000 Penalty: 3753.699951
	Iteration 29Q: 3 clusters Score -1.281236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -12812367.000000 Penalty: 3753.699951
	Iteration 30Q: 3 clusters Score -1.281237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -12812358.000000 Penalty: 3753.699951
	Iteration 31Q: 3 clusters Score -1.281236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -12812361.000000 Penalty: 3753.699951
	Iteration 32Q: 3 clusters Score -1.281236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -12812367.000000 Penalty: 3753.699951
	Iteration 33Q: 3 clusters Score -1.281237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -12812367.000000 Penalty: 3753.699951
	Iteration 34Q: 3 clusters Score -1.281237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -12812351.000000 Penalty: 3753.699951
	Iteration 35Q: 3 clusters Score -1.281235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -12812359.000000 Penalty: 3753.699951
	Iteration 36Q: 3 clusters Score -1.281236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -12812354.000000 Penalty: 3753.699951
	Iteration 37Q: 3 clusters Score -1.281235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -12812362.000000 Penalty: 3753.699951
	Iteration 38Q: 3 clusters Score -1.281236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -12812361.000000 Penalty: 3753.699951
	Iteration 39Q: 3 clusters Score -1.281236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -12812361.000000 Penalty: 3753.699951
	Iteration 40F: 3 clusters Score -1.281236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -12812369.000000 Penalty: 3753.699951
	Iteration 41Q: 3 clusters Score -1.281237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -12812376.000000 Penalty: 3753.699951
	Iteration 42Q: 3 clusters Score -1.281238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -12812385.000000 Penalty: 3753.699951
	Iteration 43Q: 3 clusters Score -1.281238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -12812376.000000 Penalty: 3753.699951
	Iteration 44Q: 3 clusters Score -1.281238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -12812375.000000 Penalty: 3753.699951
	Iteration 45Q: 3 clusters Score -1.281238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -12812379.000000 Penalty: 3753.699951
	Iteration 46Q: 3 clusters Score -1.281238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -12812386.000000 Penalty: 3753.699951
	Iteration 47Q: 3 clusters Score -1.281239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -12812378.000000 Penalty: 3753.699951
	Iteration 48Q: 3 clusters Score -1.281238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -12812379.000000 Penalty: 3753.699951
	Iteration 49Q: 3 clusters Score -1.281238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -12812378.000000 Penalty: 3753.699951
	Iteration 50Q: 3 clusters Score -1.281238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -12812375.000000 Penalty: 3753.699951
	Iteration 51Q: 3 clusters Score -1.281238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -12812373.000000 Penalty: 3753.699951
	Iteration 52Q: 3 clusters Score -1.281237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -12812394.000000 Penalty: 3753.699951
	Iteration 53Q: 3 clusters Score -1.281239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -12812395.000000 Penalty: 3753.699951
	Iteration 54Q: 3 clusters Score -1.28124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -12812398.000000 Penalty: 3753.699951
	Iteration 55Q: 3 clusters Score -1.28124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -12812401.000000 Penalty: 3753.699951
	Iteration 56Q: 3 clusters Score -1.28124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -12812398.000000 Penalty: 3753.699951
	Iteration 57Q: 3 clusters Score -1.28124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -12812407.000000 Penalty: 3753.699951
	Iteration 58Q: 3 clusters Score -1.281241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -12812405.000000 Penalty: 3753.699951
	Iteration 59Q: 3 clusters Score -1.28124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -12812404.000000 Penalty: 3753.699951
	Iteration 60F: 3 clusters Score -1.28124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -12812404.000000 Penalty: 3753.699951
	Iteration 61Q: 3 clusters Score -1.28124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -12812402.000000 Penalty: 3753.699951
	Iteration 62Q: 3 clusters Score -1.28124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -12812404.000000 Penalty: 3753.699951
	Iteration 63Q: 3 clusters Score -1.28124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -12812407.000000 Penalty: 3753.699951
	Iteration 64Q: 3 clusters Score -1.281241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -12812412.000000 Penalty: 3753.699951
	Iteration 65Q: 3 clusters Score -1.281241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -12812408.000000 Penalty: 3753.699951
	Iteration 66Q: 3 clusters Score -1.281241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -12812405.000000 Penalty: 3753.699951
	Iteration 67Q: 3 clusters Score -1.28124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -12812405.000000 Penalty: 3753.699951
	Iteration 68F: 3 clusters Score -1.28124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Entering Unmasked Estep 
Score: -1029452.500000 Penalty: 1465.950806
	Iteration 0F: 2 clusters Score -1029452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1023369.062500 Penalty: 2931.901611
	Iteration 0F: 3 clusters Score -1023369 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1025229.750000 Penalty: 2931.901611
	Iteration 1F: 3 clusters Score -1025230 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1025417.250000 Penalty: 2931.901611
	Iteration 2F: 3 clusters Score -1025417 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1025565.937500 Penalty: 2931.901611
	Iteration 3Q: 3 clusters Score -1025566 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1025687.625000 Penalty: 2931.901611
	Iteration 4Q: 3 clusters Score -1025688 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1025795.000000 Penalty: 2931.901611
	Iteration 5Q: 3 clusters Score -1025795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1025881.500000 Penalty: 2931.901611
	Iteration 6Q: 3 clusters Score -1025882 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1025959.687500 Penalty: 2931.901611
	Iteration 7Q: 3 clusters Score -1025960 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1026053.812500 Penalty: 2931.901611
	Iteration 8Q: 3 clusters Score -1026054 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1026147.812500 Penalty: 2931.901611
	Iteration 9Q: 3 clusters Score -1026148 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1026263.750000 Penalty: 2931.901611
	Iteration 10Q: 3 clusters Score -1026264 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1026383.687500 Penalty: 2931.901611
	Iteration 11Q: 3 clusters Score -1026384 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1026547.250000 Penalty: 2931.901611
	Iteration 12Q: 3 clusters Score -1026547 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1026739.125000 Penalty: 2931.901611
	Iteration 13Q: 3 clusters Score -1026739 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1026916.437500 Penalty: 2931.901611
	Iteration 14Q: 3 clusters Score -1026916 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1027083.125000 Penalty: 2931.901611
	Iteration 15Q: 3 clusters Score -1027083 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1027269.250000 Penalty: 2931.901611
	Iteration 16Q: 3 clusters Score -1027269 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1027420.187500 Penalty: 2931.901611
	Iteration 17Q: 3 clusters Score -1027420 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1027555.812500 Penalty: 2931.901611
	Iteration 18Q: 3 clusters Score -1027556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1027654.125000 Penalty: 2931.901611
	Iteration 19Q: 3 clusters Score -1027654 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1027710.750000 Penalty: 2931.901611
	Iteration 20F: 3 clusters Score -1027711 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1027754.875000 Penalty: 2931.901611
	Iteration 21Q: 3 clusters Score -1027755 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1027788.250000 Penalty: 2931.901611
	Iteration 22Q: 3 clusters Score -1027788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1027813.062500 Penalty: 2931.901611
	Iteration 23Q: 3 clusters Score -1027813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1027829.437500 Penalty: 2931.901611
	Iteration 24Q: 3 clusters Score -1027829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1027839.687500 Penalty: 2931.901611
	Iteration 25Q: 3 clusters Score -1027840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1027848.625000 Penalty: 2931.901611
	Iteration 26Q: 3 clusters Score -1027849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1027852.125000 Penalty: 2931.901611
	Iteration 27Q: 3 clusters Score -1027852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1027856.187500 Penalty: 2931.901611
	Iteration 28Q: 3 clusters Score -1027856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1027862.750000 Penalty: 2931.901611
	Iteration 29Q: 3 clusters Score -1027863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1027865.437500 Penalty: 2931.901611
	Iteration 30Q: 3 clusters Score -1027865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1027871.000000 Penalty: 2931.901611
	Iteration 31Q: 3 clusters Score -1027871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1027871.062500 Penalty: 2931.901611
	Iteration 32Q: 3 clusters Score -1027871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1027876.250000 Penalty: 2931.901611
	Iteration 33Q: 3 clusters Score -1027876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1027879.375000 Penalty: 2931.901611
	Iteration 34Q: 3 clusters Score -1027879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1027883.687500 Penalty: 2931.901611
	Iteration 35Q: 3 clusters Score -1027884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1027890.812500 Penalty: 2931.901611
	Iteration 36Q: 3 clusters Score -1027891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1027896.062500 Penalty: 2931.901611
	Iteration 37Q: 3 clusters Score -1027896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1027898.812500 Penalty: 2931.901611
	Iteration 38Q: 3 clusters Score -1027899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1027906.437500 Penalty: 2931.901611
	Iteration 39Q: 3 clusters Score -1027906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1027909.437500 Penalty: 2931.901611
	Iteration 40F: 3 clusters Score -1027909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1027917.125000 Penalty: 2931.901611
	Iteration 41Q: 3 clusters Score -1027917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1027923.000000 Penalty: 2931.901611
	Iteration 42Q: 3 clusters Score -1027923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1027924.875000 Penalty: 2931.901611
	Iteration 43Q: 3 clusters Score -1027925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1027929.750000 Penalty: 2931.901611
	Iteration 44Q: 3 clusters Score -1027930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1027934.000000 Penalty: 2931.901611
	Iteration 45Q: 3 clusters Score -1027934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1027939.375000 Penalty: 2931.901611
	Iteration 46Q: 3 clusters Score -1027939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1027943.187500 Penalty: 2931.901611
	Iteration 47Q: 3 clusters Score -1027943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1027946.250000 Penalty: 2931.901611
	Iteration 48Q: 3 clusters Score -1027946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1027944.625000 Penalty: 2931.901611
	Iteration 49Q: 3 clusters Score -1027945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1027948.312500 Penalty: 2931.901611
	Iteration 50Q: 3 clusters Score -1027948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1027949.250000 Penalty: 2931.901611
	Iteration 51Q: 3 clusters Score -1027949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1027949.000000 Penalty: 2931.901611
	Iteration 52Q: 3 clusters Score -1027949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1027950.312500 Penalty: 2931.901611
	Iteration 53Q: 3 clusters Score -1027950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1027950.062500 Penalty: 2931.901611
	Iteration 54Q: 3 clusters Score -1027950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1027952.000000 Penalty: 2931.901611
	Iteration 55Q: 3 clusters Score -1027952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1027956.250000 Penalty: 2931.901611
	Iteration 56Q: 3 clusters Score -1027956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1027959.437500 Penalty: 2931.901611
	Iteration 57Q: 3 clusters Score -1027959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1027963.312500 Penalty: 2931.901611
	Iteration 58Q: 3 clusters Score -1027963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1027967.125000 Penalty: 2931.901611
	Iteration 59Q: 3 clusters Score -1027967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1027968.312500 Penalty: 2931.901611
	Iteration 60F: 3 clusters Score -1027968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1027969.875000 Penalty: 2931.901611
	Iteration 61Q: 3 clusters Score -1027970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1027970.187500 Penalty: 2931.901611
	Iteration 62Q: 3 clusters Score -1027970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1027973.625000 Penalty: 2931.901611
	Iteration 63Q: 3 clusters Score -1027974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1027977.312500 Penalty: 2931.901611
	Iteration 64Q: 3 clusters Score -1027977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1027979.000000 Penalty: 2931.901611
	Iteration 65Q: 3 clusters Score -1027979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1027984.937500 Penalty: 2931.901611
	Iteration 66Q: 3 clusters Score -1027985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1027992.500000 Penalty: 2931.901611
	Iteration 67Q: 3 clusters Score -1027992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1028001.437500 Penalty: 2931.901611
	Iteration 68Q: 3 clusters Score -1028001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1028010.312500 Penalty: 2931.901611
	Iteration 69Q: 3 clusters Score -1028010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1028015.875000 Penalty: 2931.901611
	Iteration 70Q: 3 clusters Score -1028016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1028022.375000 Penalty: 2931.901611
	Iteration 71Q: 3 clusters Score -1028022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1028025.125000 Penalty: 2931.901611
	Iteration 72Q: 3 clusters Score -1028025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1028033.375000 Penalty: 2931.901611
	Iteration 73Q: 3 clusters Score -1028033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1028038.687500 Penalty: 2931.901611
	Iteration 74Q: 3 clusters Score -1028039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1028044.562500 Penalty: 2931.901611
	Iteration 75Q: 3 clusters Score -1028045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1028049.250000 Penalty: 2931.901611
	Iteration 76Q: 3 clusters Score -1028049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1028051.500000 Penalty: 2931.901611
	Iteration 77Q: 3 clusters Score -1028052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1028054.000000 Penalty: 2931.901611
	Iteration 78Q: 3 clusters Score -1028054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1028056.750000 Penalty: 2931.901611
	Iteration 79Q: 3 clusters Score -1028057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1028057.562500 Penalty: 2931.901611
	Iteration 80F: 3 clusters Score -1028058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1028059.750000 Penalty: 2931.901611
	Iteration 81Q: 3 clusters Score -1028060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1028062.250000 Penalty: 2931.901611
	Iteration 82Q: 3 clusters Score -1028062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1028064.937500 Penalty: 2931.901611
	Iteration 83Q: 3 clusters Score -1028065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1028066.875000 Penalty: 2931.901611
	Iteration 84Q: 3 clusters Score -1028067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1028068.125000 Penalty: 2931.901611
	Iteration 85Q: 3 clusters Score -1028068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1028068.812500 Penalty: 2931.901611
	Iteration 86Q: 3 clusters Score -1028069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1028074.812500 Penalty: 2931.901611
	Iteration 87Q: 3 clusters Score -1028075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1028076.875000 Penalty: 2931.901611
	Iteration 88Q: 3 clusters Score -1028077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1028076.312500 Penalty: 2931.901611
	Iteration 89Q: 3 clusters Score -1028076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1028079.625000 Penalty: 2931.901611
	Iteration 90Q: 3 clusters Score -1028080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1028081.187500 Penalty: 2931.901611
	Iteration 91Q: 3 clusters Score -1028081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1028087.687500 Penalty: 2931.901611
	Iteration 92Q: 3 clusters Score -1028088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1028091.250000 Penalty: 2931.901611
	Iteration 93Q: 3 clusters Score -1028091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1028095.312500 Penalty: 2931.901611
	Iteration 94Q: 3 clusters Score -1028095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1028096.937500 Penalty: 2931.901611
	Iteration 95Q: 3 clusters Score -1028097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1028097.375000 Penalty: 2931.901611
	Iteration 96Q: 3 clusters Score -1028097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1028101.562500 Penalty: 2931.901611
	Iteration 97Q: 3 clusters Score -1028102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1028105.312500 Penalty: 2931.901611
	Iteration 98Q: 3 clusters Score -1028105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1028108.062500 Penalty: 2931.901611
	Iteration 99Q: 3 clusters Score -1028108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1028110.562500 Penalty: 2931.901611
	Iteration 100F: 3 clusters Score -1028111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1028114.000000 Penalty: 2931.901611
	Iteration 101Q: 3 clusters Score -1028114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1028114.937500 Penalty: 2931.901611
	Iteration 102Q: 3 clusters Score -1028115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1028114.250000 Penalty: 2931.901611
	Iteration 103Q: 3 clusters Score -1028114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1028115.125000 Penalty: 2931.901611
	Iteration 104Q: 3 clusters Score -1028115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1028117.562500 Penalty: 2931.901611
	Iteration 105Q: 3 clusters Score -1028118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1028116.687500 Penalty: 2931.901611
	Iteration 106Q: 3 clusters Score -1028117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1028118.562500 Penalty: 2931.901611
	Iteration 107Q: 3 clusters Score -1028119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1028117.125000 Penalty: 2931.901611
	Iteration 108Q: 3 clusters Score -1028117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1028122.125000 Penalty: 2931.901611
	Iteration 109Q: 3 clusters Score -1028122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1028124.250000 Penalty: 2931.901611
	Iteration 110Q: 3 clusters Score -1028124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1028124.812500 Penalty: 2931.901611
	Iteration 111Q: 3 clusters Score -1028125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1028127.312500 Penalty: 2931.901611
	Iteration 112Q: 3 clusters Score -1028127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1028129.875000 Penalty: 2931.901611
	Iteration 113Q: 3 clusters Score -1028130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1028130.062500 Penalty: 2931.901611
	Iteration 114Q: 3 clusters Score -1028130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1028133.437500 Penalty: 2931.901611
	Iteration 115Q: 3 clusters Score -1028133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1028135.812500 Penalty: 2931.901611
	Iteration 116Q: 3 clusters Score -1028136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1028139.875000 Penalty: 2931.901611
	Iteration 117Q: 3 clusters Score -1028140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1028144.562500 Penalty: 2931.901611
	Iteration 118Q: 3 clusters Score -1028145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1028145.312500 Penalty: 2931.901611
	Iteration 119Q: 3 clusters Score -1028145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1028147.687500 Penalty: 2931.901611
	Iteration 120F: 3 clusters Score -1028148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1028151.125000 Penalty: 2931.901611
	Iteration 121Q: 3 clusters Score -1028151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1028153.500000 Penalty: 2931.901611
	Iteration 122Q: 3 clusters Score -1028154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1028155.187500 Penalty: 2931.901611
	Iteration 123Q: 3 clusters Score -1028155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1028155.750000 Penalty: 2931.901611
	Iteration 124Q: 3 clusters Score -1028156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1028156.625000 Penalty: 2931.901611
	Iteration 125Q: 3 clusters Score -1028157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1028158.625000 Penalty: 2931.901611
	Iteration 126Q: 3 clusters Score -1028159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1028158.375000 Penalty: 2931.901611
	Iteration 127Q: 3 clusters Score -1028158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1028159.625000 Penalty: 2931.901611
	Iteration 128Q: 3 clusters Score -1028160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1028159.625000 Penalty: 2931.901611
	Iteration 129Q: 3 clusters Score -1028160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1028159.187500 Penalty: 2931.901611
	Iteration 130Q: 3 clusters Score -1028159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1028158.250000 Penalty: 2931.901611
	Iteration 131Q: 3 clusters Score -1028158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1028158.250000 Penalty: 2931.901611
	Iteration 132F: 3 clusters Score -1028158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Entering Unmasked Estep 
Score: -702534.125000 Penalty: 1410.884888
	Iteration 0F: 2 clusters Score -702534.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -698025.687500 Penalty: 2821.769775
	Iteration 0F: 3 clusters Score -698025.7 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -699364.500000 Penalty: 2821.769775
	Iteration 1F: 3 clusters Score -699364.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -699608.875000 Penalty: 2821.769775
	Iteration 2F: 3 clusters Score -699608.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -699789.812500 Penalty: 2821.769775
	Iteration 3F: 3 clusters Score -699789.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -699917.375000 Penalty: 2821.769775
	Iteration 4Q: 3 clusters Score -699917.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -700019.937500 Penalty: 2821.769775
	Iteration 5Q: 3 clusters Score -700019.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -700108.875000 Penalty: 2821.769775
	Iteration 6Q: 3 clusters Score -700108.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -700191.312500 Penalty: 2821.769775
	Iteration 7Q: 3 clusters Score -700191.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -700262.562500 Penalty: 2821.769775
	Iteration 8Q: 3 clusters Score -700262.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -700327.625000 Penalty: 2821.769775
	Iteration 9Q: 3 clusters Score -700327.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -700411.062500 Penalty: 2821.769775
	Iteration 10Q: 3 clusters Score -700411.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -700477.312500 Penalty: 2821.769775
	Iteration 11Q: 3 clusters Score -700477.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -700552.062500 Penalty: 2821.769775
	Iteration 12Q: 3 clusters Score -700552.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -700630.500000 Penalty: 2821.769775
	Iteration 13Q: 3 clusters Score -700630.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -700713.125000 Penalty: 2821.769775
	Iteration 14Q: 3 clusters Score -700713.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -700791.875000 Penalty: 2821.769775
	Iteration 15Q: 3 clusters Score -700791.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -700873.312500 Penalty: 2821.769775
	Iteration 16Q: 3 clusters Score -700873.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -700951.250000 Penalty: 2821.769775
	Iteration 17Q: 3 clusters Score -700951.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -701034.375000 Penalty: 2821.769775
	Iteration 18Q: 3 clusters Score -701034.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -701105.000000 Penalty: 2821.769775
	Iteration 19Q: 3 clusters Score -701105 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -701160.375000 Penalty: 2821.769775
	Iteration 20F: 3 clusters Score -701160.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -701204.562500 Penalty: 2821.769775
	Iteration 21Q: 3 clusters Score -701204.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -701245.687500 Penalty: 2821.769775
	Iteration 22Q: 3 clusters Score -701245.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -701271.187500 Penalty: 2821.769775
	Iteration 23Q: 3 clusters Score -701271.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -701290.375000 Penalty: 2821.769775
	Iteration 24Q: 3 clusters Score -701290.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -701305.000000 Penalty: 2821.769775
	Iteration 25Q: 3 clusters Score -701305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -701312.125000 Penalty: 2821.769775
	Iteration 26Q: 3 clusters Score -701312.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -701326.000000 Penalty: 2821.769775
	Iteration 27Q: 3 clusters Score -701326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -701337.812500 Penalty: 2821.769775
	Iteration 28Q: 3 clusters Score -701337.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -701356.437500 Penalty: 2821.769775
	Iteration 29Q: 3 clusters Score -701356.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -701376.437500 Penalty: 2821.769775
	Iteration 30Q: 3 clusters Score -701376.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -701396.375000 Penalty: 2821.769775
	Iteration 31Q: 3 clusters Score -701396.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -701408.000000 Penalty: 2821.769775
	Iteration 32Q: 3 clusters Score -701408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -701417.375000 Penalty: 2821.769775
	Iteration 33Q: 3 clusters Score -701417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -701419.187500 Penalty: 2821.769775
	Iteration 34Q: 3 clusters Score -701419.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -701425.187500 Penalty: 2821.769775
	Iteration 35Q: 3 clusters Score -701425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -701425.687500 Penalty: 2821.769775
	Iteration 36Q: 3 clusters Score -701425.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -701428.125000 Penalty: 2821.769775
	Iteration 37Q: 3 clusters Score -701428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -701431.250000 Penalty: 2821.769775
	Iteration 38Q: 3 clusters Score -701431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -701431.562500 Penalty: 2821.769775
	Iteration 39Q: 3 clusters Score -701431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -701434.750000 Penalty: 2821.769775
	Iteration 40F: 3 clusters Score -701434.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -701435.937500 Penalty: 2821.769775
	Iteration 41Q: 3 clusters Score -701435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -701438.875000 Penalty: 2821.769775
	Iteration 42Q: 3 clusters Score -701438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -701442.687500 Penalty: 2821.769775
	Iteration 43Q: 3 clusters Score -701442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -701444.000000 Penalty: 2821.769775
	Iteration 44Q: 3 clusters Score -701444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -701448.687500 Penalty: 2821.769775
	Iteration 45Q: 3 clusters Score -701448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -701449.812500 Penalty: 2821.769775
	Iteration 46Q: 3 clusters Score -701449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -701451.562500 Penalty: 2821.769775
	Iteration 47Q: 3 clusters Score -701451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -701453.875000 Penalty: 2821.769775
	Iteration 48Q: 3 clusters Score -701453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -701456.687500 Penalty: 2821.769775
	Iteration 49Q: 3 clusters Score -701456.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -701461.000000 Penalty: 2821.769775
	Iteration 50Q: 3 clusters Score -701461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -701466.250000 Penalty: 2821.769775
	Iteration 51Q: 3 clusters Score -701466.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -701470.125000 Penalty: 2821.769775
	Iteration 52Q: 3 clusters Score -701470.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -701477.062500 Penalty: 2821.769775
	Iteration 53Q: 3 clusters Score -701477.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -701485.437500 Penalty: 2821.769775
	Iteration 54Q: 3 clusters Score -701485.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -701492.625000 Penalty: 2821.769775
	Iteration 55Q: 3 clusters Score -701492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -701497.500000 Penalty: 2821.769775
	Iteration 56Q: 3 clusters Score -701497.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -701504.937500 Penalty: 2821.769775
	Iteration 57Q: 3 clusters Score -701504.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -701509.875000 Penalty: 2821.769775
	Iteration 58Q: 3 clusters Score -701509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -701516.312500 Penalty: 2821.769775
	Iteration 59Q: 3 clusters Score -701516.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -701517.812500 Penalty: 2821.769775
	Iteration 60F: 3 clusters Score -701517.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -701522.687500 Penalty: 2821.769775
	Iteration 61Q: 3 clusters Score -701522.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -701528.062500 Penalty: 2821.769775
	Iteration 62Q: 3 clusters Score -701528.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -701530.500000 Penalty: 2821.769775
	Iteration 63Q: 3 clusters Score -701530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -701532.562500 Penalty: 2821.769775
	Iteration 64Q: 3 clusters Score -701532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -701536.125000 Penalty: 2821.769775
	Iteration 65Q: 3 clusters Score -701536.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -701541.937500 Penalty: 2821.769775
	Iteration 66Q: 3 clusters Score -701541.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -701545.312500 Penalty: 2821.769775
	Iteration 67Q: 3 clusters Score -701545.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -701553.187500 Penalty: 2821.769775
	Iteration 68Q: 3 clusters Score -701553.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -701558.000000 Penalty: 2821.769775
	Iteration 69Q: 3 clusters Score -701558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -701564.312500 Penalty: 2821.769775
	Iteration 70Q: 3 clusters Score -701564.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -701571.937500 Penalty: 2821.769775
	Iteration 71Q: 3 clusters Score -701571.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -701580.437500 Penalty: 2821.769775
	Iteration 72Q: 3 clusters Score -701580.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -701584.125000 Penalty: 2821.769775
	Iteration 73Q: 3 clusters Score -701584.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -701588.375000 Penalty: 2821.769775
	Iteration 74Q: 3 clusters Score -701588.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -701592.687500 Penalty: 2821.769775
	Iteration 75Q: 3 clusters Score -701592.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -701595.375000 Penalty: 2821.769775
	Iteration 76Q: 3 clusters Score -701595.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -701596.875000 Penalty: 2821.769775
	Iteration 77Q: 3 clusters Score -701596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -701600.875000 Penalty: 2821.769775
	Iteration 78Q: 3 clusters Score -701600.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -701605.937500 Penalty: 2821.769775
	Iteration 79Q: 3 clusters Score -701605.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -701610.437500 Penalty: 2821.769775
	Iteration 80F: 3 clusters Score -701610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -701618.937500 Penalty: 2821.769775
	Iteration 81Q: 3 clusters Score -701618.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -701624.625000 Penalty: 2821.769775
	Iteration 82Q: 3 clusters Score -701624.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -701630.625000 Penalty: 2821.769775
	Iteration 83Q: 3 clusters Score -701630.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -701638.312500 Penalty: 2821.769775
	Iteration 84Q: 3 clusters Score -701638.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -701645.312500 Penalty: 2821.769775
	Iteration 85Q: 3 clusters Score -701645.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -701652.812500 Penalty: 2821.769775
	Iteration 86Q: 3 clusters Score -701652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -701659.125000 Penalty: 2821.769775
	Iteration 87Q: 3 clusters Score -701659.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -701665.625000 Penalty: 2821.769775
	Iteration 88Q: 3 clusters Score -701665.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -701672.937500 Penalty: 2821.769775
	Iteration 89Q: 3 clusters Score -701672.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -701678.937500 Penalty: 2821.769775
	Iteration 90Q: 3 clusters Score -701678.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -701682.437500 Penalty: 2821.769775
	Iteration 91Q: 3 clusters Score -701682.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -701684.312500 Penalty: 2821.769775
	Iteration 92Q: 3 clusters Score -701684.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -701688.312500 Penalty: 2821.769775
	Iteration 93Q: 3 clusters Score -701688.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -701696.250000 Penalty: 2821.769775
	Iteration 94Q: 3 clusters Score -701696.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -701701.000000 Penalty: 2821.769775
	Iteration 95Q: 3 clusters Score -701701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -701707.437500 Penalty: 2821.769775
	Iteration 96Q: 3 clusters Score -701707.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -701712.687500 Penalty: 2821.769775
	Iteration 97Q: 3 clusters Score -701712.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -701720.562500 Penalty: 2821.769775
	Iteration 98Q: 3 clusters Score -701720.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -701728.250000 Penalty: 2821.769775
	Iteration 99Q: 3 clusters Score -701728.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -701739.125000 Penalty: 2821.769775
	Iteration 100F: 3 clusters Score -701739.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -701748.937500 Penalty: 2821.769775
	Iteration 101Q: 3 clusters Score -701748.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -701758.937500 Penalty: 2821.769775
	Iteration 102Q: 3 clusters Score -701758.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -701765.187500 Penalty: 2821.769775
	Iteration 103Q: 3 clusters Score -701765.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -701771.000000 Penalty: 2821.769775
	Iteration 104Q: 3 clusters Score -701771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -701779.687500 Penalty: 2821.769775
	Iteration 105Q: 3 clusters Score -701779.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -701792.750000 Penalty: 2821.769775
	Iteration 106Q: 3 clusters Score -701792.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -701803.000000 Penalty: 2821.769775
	Iteration 107Q: 3 clusters Score -701803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -701814.375000 Penalty: 2821.769775
	Iteration 108Q: 3 clusters Score -701814.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -701825.000000 Penalty: 2821.769775
	Iteration 109Q: 3 clusters Score -701825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -701833.125000 Penalty: 2821.769775
	Iteration 110Q: 3 clusters Score -701833.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -701844.437500 Penalty: 2821.769775
	Iteration 111Q: 3 clusters Score -701844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -701848.875000 Penalty: 2821.769775
	Iteration 112Q: 3 clusters Score -701848.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -701854.187500 Penalty: 2821.769775
	Iteration 113Q: 3 clusters Score -701854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -701857.187500 Penalty: 2821.769775
	Iteration 114Q: 3 clusters Score -701857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -701861.812500 Penalty: 2821.769775
	Iteration 115Q: 3 clusters Score -701861.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -701864.250000 Penalty: 2821.769775
	Iteration 116Q: 3 clusters Score -701864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -701866.375000 Penalty: 2821.769775
	Iteration 117Q: 3 clusters Score -701866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -701869.500000 Penalty: 2821.769775
	Iteration 118Q: 3 clusters Score -701869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -701870.000000 Penalty: 2821.769775
	Iteration 119Q: 3 clusters Score -701870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -701872.375000 Penalty: 2821.769775
	Iteration 120F: 3 clusters Score -701872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -701873.375000 Penalty: 2821.769775
	Iteration 121Q: 3 clusters Score -701873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -701876.125000 Penalty: 2821.769775
	Iteration 122Q: 3 clusters Score -701876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -701878.000000 Penalty: 2821.769775
	Iteration 123Q: 3 clusters Score -701878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -701878.437500 Penalty: 2821.769775
	Iteration 124Q: 3 clusters Score -701878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -701882.687500 Penalty: 2821.769775
	Iteration 125Q: 3 clusters Score -701882.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -701883.687500 Penalty: 2821.769775
	Iteration 126Q: 3 clusters Score -701883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -701884.937500 Penalty: 2821.769775
	Iteration 127Q: 3 clusters Score -701884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -701885.875000 Penalty: 2821.769775
	Iteration 128Q: 3 clusters Score -701885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -701887.000000 Penalty: 2821.769775
	Iteration 129Q: 3 clusters Score -701887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -701887.250000 Penalty: 2821.769775
	Iteration 130Q: 3 clusters Score -701887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -701889.625000 Penalty: 2821.769775
	Iteration 131Q: 3 clusters Score -701889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -701890.687500 Penalty: 2821.769775
	Iteration 132Q: 3 clusters Score -701890.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -701893.687500 Penalty: 2821.769775
	Iteration 133Q: 3 clusters Score -701893.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -701893.812500 Penalty: 2821.769775
	Iteration 134Q: 3 clusters Score -701893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -701896.000000 Penalty: 2821.769775
	Iteration 135Q: 3 clusters Score -701896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -701897.937500 Penalty: 2821.769775
	Iteration 136Q: 3 clusters Score -701897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -701899.125000 Penalty: 2821.769775
	Iteration 137Q: 3 clusters Score -701899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -701899.937500 Penalty: 2821.769775
	Iteration 138Q: 3 clusters Score -701899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -701901.875000 Penalty: 2821.769775
	Iteration 139Q: 3 clusters Score -701901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -701901.500000 Penalty: 2821.769775
	Iteration 140F: 3 clusters Score -701901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -701903.312500 Penalty: 2821.769775
	Iteration 141Q: 3 clusters Score -701903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -701904.312500 Penalty: 2821.769775
	Iteration 142Q: 3 clusters Score -701904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -701904.375000 Penalty: 2821.769775
	Iteration 143Q: 3 clusters Score -701904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -701906.312500 Penalty: 2821.769775
	Iteration 144Q: 3 clusters Score -701906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -701906.312500 Penalty: 2821.769775
	Iteration 145F: 3 clusters Score -701906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -575706.437500 Penalty: 1370.211548
	Iteration 0F: 2 clusters Score -575706.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -571972.312500 Penalty: 2740.423096
	Iteration 0F: 3 clusters Score -571972.3 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -572949.750000 Penalty: 2740.423096
	Iteration 1F: 3 clusters Score -572949.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -573122.625000 Penalty: 2740.423096
	Iteration 2F: 3 clusters Score -573122.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -573258.562500 Penalty: 2740.423096
	Iteration 3F: 3 clusters Score -573258.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -573381.125000 Penalty: 2740.423096
	Iteration 4Q: 3 clusters Score -573381.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -573488.250000 Penalty: 2740.423096
	Iteration 5Q: 3 clusters Score -573488.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -573575.875000 Penalty: 2740.423096
	Iteration 6Q: 3 clusters Score -573575.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -573665.312500 Penalty: 2740.423096
	Iteration 7Q: 3 clusters Score -573665.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -573731.250000 Penalty: 2740.423096
	Iteration 8Q: 3 clusters Score -573731.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -573787.875000 Penalty: 2740.423096
	Iteration 9Q: 3 clusters Score -573787.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -573837.625000 Penalty: 2740.423096
	Iteration 10Q: 3 clusters Score -573837.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -573905.562500 Penalty: 2740.423096
	Iteration 11Q: 3 clusters Score -573905.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -573968.375000 Penalty: 2740.423096
	Iteration 12Q: 3 clusters Score -573968.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -574031.625000 Penalty: 2740.423096
	Iteration 13Q: 3 clusters Score -574031.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -574088.937500 Penalty: 2740.423096
	Iteration 14Q: 3 clusters Score -574088.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -574148.312500 Penalty: 2740.423096
	Iteration 15Q: 3 clusters Score -574148.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -574205.125000 Penalty: 2740.423096
	Iteration 16Q: 3 clusters Score -574205.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -574244.562500 Penalty: 2740.423096
	Iteration 17Q: 3 clusters Score -574244.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -574269.375000 Penalty: 2740.423096
	Iteration 18Q: 3 clusters Score -574269.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -574297.750000 Penalty: 2740.423096
	Iteration 19Q: 3 clusters Score -574297.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -574322.500000 Penalty: 2740.423096
	Iteration 20F: 3 clusters Score -574322.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -574346.437500 Penalty: 2740.423096
	Iteration 21Q: 3 clusters Score -574346.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -574361.250000 Penalty: 2740.423096
	Iteration 22Q: 3 clusters Score -574361.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -574372.750000 Penalty: 2740.423096
	Iteration 23Q: 3 clusters Score -574372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -574383.437500 Penalty: 2740.423096
	Iteration 24Q: 3 clusters Score -574383.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -574392.875000 Penalty: 2740.423096
	Iteration 25Q: 3 clusters Score -574392.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -574400.250000 Penalty: 2740.423096
	Iteration 26Q: 3 clusters Score -574400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -574407.750000 Penalty: 2740.423096
	Iteration 27Q: 3 clusters Score -574407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -574412.625000 Penalty: 2740.423096
	Iteration 28Q: 3 clusters Score -574412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -574417.500000 Penalty: 2740.423096
	Iteration 29Q: 3 clusters Score -574417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -574421.250000 Penalty: 2740.423096
	Iteration 30Q: 3 clusters Score -574421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -574428.187500 Penalty: 2740.423096
	Iteration 31Q: 3 clusters Score -574428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -574431.687500 Penalty: 2740.423096
	Iteration 32Q: 3 clusters Score -574431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -574436.562500 Penalty: 2740.423096
	Iteration 33Q: 3 clusters Score -574436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -574438.750000 Penalty: 2740.423096
	Iteration 34Q: 3 clusters Score -574438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -574441.062500 Penalty: 2740.423096
	Iteration 35Q: 3 clusters Score -574441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -574440.937500 Penalty: 2740.423096
	Iteration 36Q: 3 clusters Score -574440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -574443.125000 Penalty: 2740.423096
	Iteration 37Q: 3 clusters Score -574443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -574444.937500 Penalty: 2740.423096
	Iteration 38Q: 3 clusters Score -574444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -574444.937500 Penalty: 2740.423096
	Iteration 39F: 3 clusters Score -574444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -59874.777344 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -59874.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58792.613281 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -58792.61 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59180.363281 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -59180.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59410.000000 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -59410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59560.656250 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -59560.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59673.437500 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -59673.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59780.003906 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -59780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59836.144531 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -59836.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59845.968750 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -59845.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59868.402344 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -59868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59869.707031 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -59869.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59874.808594 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -59874.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59874.808594 Penalty: 2087.027344
	Iteration 11F: 3 clusters Score -59874.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103761 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117527 members 
Mstep: Class 10 contains 119121 members 
Mstep: Class 11 contains 52314 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100414 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117580 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107614 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 420 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 38704 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134513 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
Score: -141746016.000000 Penalty: 97552.609375
Splitting cluster 7 changes total score from -141747360.000000 to -141746016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -749235.437500 Penalty: 1416.676514
	Iteration 0F: 2 clusters Score -749235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -744571.125000 Penalty: 2833.353027
	Iteration 0F: 3 clusters Score -744571.1 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -745957.562500 Penalty: 2833.353027
	Iteration 1F: 3 clusters Score -745957.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -746167.937500 Penalty: 2833.353027
	Iteration 2F: 3 clusters Score -746167.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -746327.000000 Penalty: 2833.353027
	Iteration 3F: 3 clusters Score -746327 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -746452.312500 Penalty: 2833.353027
	Iteration 4Q: 3 clusters Score -746452.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -746563.250000 Penalty: 2833.353027
	Iteration 5Q: 3 clusters Score -746563.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -746642.812500 Penalty: 2833.353027
	Iteration 6Q: 3 clusters Score -746642.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -746709.687500 Penalty: 2833.353027
	Iteration 7Q: 3 clusters Score -746709.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -746771.812500 Penalty: 2833.353027
	Iteration 8Q: 3 clusters Score -746771.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -746820.500000 Penalty: 2833.353027
	Iteration 9Q: 3 clusters Score -746820.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -746855.437500 Penalty: 2833.353027
	Iteration 10Q: 3 clusters Score -746855.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -746888.562500 Penalty: 2833.353027
	Iteration 11Q: 3 clusters Score -746888.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -746923.375000 Penalty: 2833.353027
	Iteration 12Q: 3 clusters Score -746923.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -746958.125000 Penalty: 2833.353027
	Iteration 13Q: 3 clusters Score -746958.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -747004.000000 Penalty: 2833.353027
	Iteration 14Q: 3 clusters Score -747004 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -747051.312500 Penalty: 2833.353027
	Iteration 15Q: 3 clusters Score -747051.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -747091.812500 Penalty: 2833.353027
	Iteration 16Q: 3 clusters Score -747091.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -747137.875000 Penalty: 2833.353027
	Iteration 17Q: 3 clusters Score -747137.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -747194.375000 Penalty: 2833.353027
	Iteration 18Q: 3 clusters Score -747194.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -747241.875000 Penalty: 2833.353027
	Iteration 19Q: 3 clusters Score -747241.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -747286.375000 Penalty: 2833.353027
	Iteration 20F: 3 clusters Score -747286.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -747326.875000 Penalty: 2833.353027
	Iteration 21Q: 3 clusters Score -747326.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -747364.875000 Penalty: 2833.353027
	Iteration 22Q: 3 clusters Score -747364.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -747396.375000 Penalty: 2833.353027
	Iteration 23Q: 3 clusters Score -747396.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -747417.812500 Penalty: 2833.353027
	Iteration 24Q: 3 clusters Score -747417.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -747440.562500 Penalty: 2833.353027
	Iteration 25Q: 3 clusters Score -747440.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -747465.187500 Penalty: 2833.353027
	Iteration 26Q: 3 clusters Score -747465.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -747478.187500 Penalty: 2833.353027
	Iteration 27Q: 3 clusters Score -747478.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -747489.187500 Penalty: 2833.353027
	Iteration 28Q: 3 clusters Score -747489.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -747499.625000 Penalty: 2833.353027
	Iteration 29Q: 3 clusters Score -747499.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -747507.625000 Penalty: 2833.353027
	Iteration 30Q: 3 clusters Score -747507.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -747511.937500 Penalty: 2833.353027
	Iteration 31Q: 3 clusters Score -747511.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -747514.812500 Penalty: 2833.353027
	Iteration 32Q: 3 clusters Score -747514.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -747520.000000 Penalty: 2833.353027
	Iteration 33Q: 3 clusters Score -747520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -747525.000000 Penalty: 2833.353027
	Iteration 34Q: 3 clusters Score -747525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -747532.562500 Penalty: 2833.353027
	Iteration 35Q: 3 clusters Score -747532.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -747541.125000 Penalty: 2833.353027
	Iteration 36Q: 3 clusters Score -747541.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -747550.062500 Penalty: 2833.353027
	Iteration 37Q: 3 clusters Score -747550.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -747558.187500 Penalty: 2833.353027
	Iteration 38Q: 3 clusters Score -747558.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -747562.625000 Penalty: 2833.353027
	Iteration 39Q: 3 clusters Score -747562.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -747570.625000 Penalty: 2833.353027
	Iteration 40F: 3 clusters Score -747570.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -747572.687500 Penalty: 2833.353027
	Iteration 41Q: 3 clusters Score -747572.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -747577.125000 Penalty: 2833.353027
	Iteration 42Q: 3 clusters Score -747577.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -747580.500000 Penalty: 2833.353027
	Iteration 43Q: 3 clusters Score -747580.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -747581.750000 Penalty: 2833.353027
	Iteration 44Q: 3 clusters Score -747581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -747583.937500 Penalty: 2833.353027
	Iteration 45Q: 3 clusters Score -747583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -747588.062500 Penalty: 2833.353027
	Iteration 46Q: 3 clusters Score -747588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -747589.312500 Penalty: 2833.353027
	Iteration 47Q: 3 clusters Score -747589.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -747589.625000 Penalty: 2833.353027
	Iteration 48Q: 3 clusters Score -747589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -747589.625000 Penalty: 2833.353027
	Iteration 49Q: 3 clusters Score -747589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -747589.500000 Penalty: 2833.353027
	Iteration 50Q: 3 clusters Score -747589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -747590.312500 Penalty: 2833.353027
	Iteration 51Q: 3 clusters Score -747590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -747591.062500 Penalty: 2833.353027
	Iteration 52Q: 3 clusters Score -747591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -747591.687500 Penalty: 2833.353027
	Iteration 53Q: 3 clusters Score -747591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -747592.500000 Penalty: 2833.353027
	Iteration 54Q: 3 clusters Score -747592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -747593.250000 Penalty: 2833.353027
	Iteration 55Q: 3 clusters Score -747593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -747593.062500 Penalty: 2833.353027
	Iteration 56Q: 3 clusters Score -747593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -747594.875000 Penalty: 2833.353027
	Iteration 57Q: 3 clusters Score -747594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -747596.000000 Penalty: 2833.353027
	Iteration 58Q: 3 clusters Score -747596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -747596.000000 Penalty: 2833.353027
	Iteration 59Q: 3 clusters Score -747596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -747595.062500 Penalty: 2833.353027
	Iteration 60F: 3 clusters Score -747595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -747595.562500 Penalty: 2833.353027
	Iteration 61Q: 3 clusters Score -747595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -747593.937500 Penalty: 2833.353027
	Iteration 62Q: 3 clusters Score -747593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -747593.937500 Penalty: 2833.353027
	Iteration 63Q: 3 clusters Score -747593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -747596.437500 Penalty: 2833.353027
	Iteration 64Q: 3 clusters Score -747596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -747596.000000 Penalty: 2833.353027
	Iteration 65Q: 3 clusters Score -747596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -747595.750000 Penalty: 2833.353027
	Iteration 66Q: 3 clusters Score -747595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -747595.812500 Penalty: 2833.353027
	Iteration 67Q: 3 clusters Score -747595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -747599.437500 Penalty: 2833.353027
	Iteration 68Q: 3 clusters Score -747599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -747598.875000 Penalty: 2833.353027
	Iteration 69Q: 3 clusters Score -747598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -747599.250000 Penalty: 2833.353027
	Iteration 70Q: 3 clusters Score -747599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -747601.812500 Penalty: 2833.353027
	Iteration 71Q: 3 clusters Score -747601.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -747603.687500 Penalty: 2833.353027
	Iteration 72Q: 3 clusters Score -747603.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -747606.187500 Penalty: 2833.353027
	Iteration 73Q: 3 clusters Score -747606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -747605.875000 Penalty: 2833.353027
	Iteration 74Q: 3 clusters Score -747605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -747606.687500 Penalty: 2833.353027
	Iteration 75Q: 3 clusters Score -747606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -747607.187500 Penalty: 2833.353027
	Iteration 76Q: 3 clusters Score -747607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -747607.812500 Penalty: 2833.353027
	Iteration 77Q: 3 clusters Score -747607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -747607.812500 Penalty: 2833.353027
	Iteration 78F: 3 clusters Score -747607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Entering Unmasked Estep 
Score: -14833023.000000 Penalty: 1897.093750
	Iteration 0F: 2 clusters Score -1.483302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -14756508.000000 Penalty: 3794.187500
	Iteration 0F: 3 clusters Score -1.475651e+07 nChanged 56515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -14789837.000000 Penalty: 3794.187500
	Iteration 1F: 3 clusters Score -1.478984e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -14790453.000000 Penalty: 3794.187500
	Iteration 2Q: 3 clusters Score -1.479045e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -14791286.000000 Penalty: 3794.187500
	Iteration 3Q: 3 clusters Score -1.479129e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -14792550.000000 Penalty: 3794.187500
	Iteration 4Q: 3 clusters Score -1.479255e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -14794878.000000 Penalty: 3794.187500
	Iteration 5Q: 3 clusters Score -1.479488e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -14799197.000000 Penalty: 3794.187500
	Iteration 6F: 3 clusters Score -1.47992e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -14806317.000000 Penalty: 3794.187500
	Iteration 7F: 3 clusters Score -1.480632e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -14815713.000000 Penalty: 3794.187500
	Iteration 8F: 3 clusters Score -1.481571e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -14824001.000000 Penalty: 3794.187500
	Iteration 9F: 3 clusters Score -1.4824e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -14829048.000000 Penalty: 3794.187500
	Iteration 10Q: 3 clusters Score -1.482905e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -14830730.000000 Penalty: 3794.187500
	Iteration 11Q: 3 clusters Score -1.483073e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14831203.000000 Penalty: 3794.187500
	Iteration 12Q: 3 clusters Score -1.48312e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117222 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14831291.000000 Penalty: 3794.187500
	Iteration 13Q: 3 clusters Score -1.483129e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -14831363.000000 Penalty: 3794.187500
	Iteration 14Q: 3 clusters Score -1.483136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14831382.000000 Penalty: 3794.187500
	Iteration 15Q: 3 clusters Score -1.483138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117325 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14831388.000000 Penalty: 3794.187500
	Iteration 16Q: 3 clusters Score -1.483139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14831393.000000 Penalty: 3794.187500
	Iteration 17Q: 3 clusters Score -1.483139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14831395.000000 Penalty: 3794.187500
	Iteration 18Q: 3 clusters Score -1.48314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117339 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14831398.000000 Penalty: 3794.187500
	Iteration 19Q: 3 clusters Score -1.48314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117344 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14831415.000000 Penalty: 3794.187500
	Iteration 20F: 3 clusters Score -1.483142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14831422.000000 Penalty: 3794.187500
	Iteration 21Q: 3 clusters Score -1.483142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14831428.000000 Penalty: 3794.187500
	Iteration 22Q: 3 clusters Score -1.483143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14831433.000000 Penalty: 3794.187500
	Iteration 23Q: 3 clusters Score -1.483143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14831431.000000 Penalty: 3794.187500
	Iteration 24Q: 3 clusters Score -1.483143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14831447.000000 Penalty: 3794.187500
	Iteration 25Q: 3 clusters Score -1.483145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14831447.000000 Penalty: 3794.187500
	Iteration 26F: 3 clusters Score -1.483145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119121 members 
Entering Unmasked Estep 
Score: -15007678.000000 Penalty: 1899.282959
	Iteration 0F: 2 clusters Score -1.500768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -14931335.000000 Penalty: 3798.565918
	Iteration 0F: 3 clusters Score -1.493134e+07 nChanged 57105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -14964338.000000 Penalty: 3798.565918
	Iteration 1F: 3 clusters Score -1.496434e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -14964931.000000 Penalty: 3798.565918
	Iteration 2Q: 3 clusters Score -1.496493e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -14965869.000000 Penalty: 3798.565918
	Iteration 3Q: 3 clusters Score -1.496587e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -14967179.000000 Penalty: 3798.565918
	Iteration 4Q: 3 clusters Score -1.496718e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -14969472.000000 Penalty: 3798.565918
	Iteration 5Q: 3 clusters Score -1.496947e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -14973496.000000 Penalty: 3798.565918
	Iteration 6F: 3 clusters Score -1.49735e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -14979658.000000 Penalty: 3798.565918
	Iteration 7F: 3 clusters Score -1.497966e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -14987453.000000 Penalty: 3798.565918
	Iteration 8F: 3 clusters Score -1.498745e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -14994621.000000 Penalty: 3798.565918
	Iteration 9F: 3 clusters Score -1.499462e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -14999378.000000 Penalty: 3798.565918
	Iteration 10Q: 3 clusters Score -1.499938e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -15001840.000000 Penalty: 3798.565918
	Iteration 11Q: 3 clusters Score -1.500184e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -15003364.000000 Penalty: 3798.565918
	Iteration 12Q: 3 clusters Score -1.500336e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -15004521.000000 Penalty: 3798.565918
	Iteration 13Q: 3 clusters Score -1.500452e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -15005473.000000 Penalty: 3798.565918
	Iteration 14Q: 3 clusters Score -1.500547e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -15006305.000000 Penalty: 3798.565918
	Iteration 15Q: 3 clusters Score -1.50063e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -15006995.000000 Penalty: 3798.565918
	Iteration 16Q: 3 clusters Score -1.5007e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -15007468.000000 Penalty: 3798.565918
	Iteration 17Q: 3 clusters Score -1.500747e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -15007779.000000 Penalty: 3798.565918
	Iteration 18Q: 3 clusters Score -1.500778e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -15007946.000000 Penalty: 3798.565918
	Iteration 19Q: 3 clusters Score -1.500795e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -15008008.000000 Penalty: 3798.565918
	Iteration 20F: 3 clusters Score -1.500801e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111947 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -15008067.000000 Penalty: 3798.565918
	Iteration 21Q: 3 clusters Score -1.500807e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112361 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -15008060.000000 Penalty: 3798.565918
	Iteration 22Q: 3 clusters Score -1.500806e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -15008016.000000 Penalty: 3798.565918
	Iteration 23Q: 3 clusters Score -1.500802e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -15007991.000000 Penalty: 3798.565918
	Iteration 24Q: 3 clusters Score -1.500799e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -15007951.000000 Penalty: 3798.565918
	Iteration 25Q: 3 clusters Score -1.500795e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113775 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -15007891.000000 Penalty: 3798.565918
	Iteration 26Q: 3 clusters Score -1.500789e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -15007924.000000 Penalty: 3798.565918
	Iteration 27Q: 3 clusters Score -1.500792e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -15007897.000000 Penalty: 3798.565918
	Iteration 28Q: 3 clusters Score -1.50079e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -15007878.000000 Penalty: 3798.565918
	Iteration 29Q: 3 clusters Score -1.500788e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114697 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -15007771.000000 Penalty: 3798.565918
	Iteration 30Q: 3 clusters Score -1.500777e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -15007742.000000 Penalty: 3798.565918
	Iteration 31Q: 3 clusters Score -1.500774e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -15007697.000000 Penalty: 3798.565918
	Iteration 32Q: 3 clusters Score -1.50077e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -15007685.000000 Penalty: 3798.565918
	Iteration 33Q: 3 clusters Score -1.500768e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115429 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -15007630.000000 Penalty: 3798.565918
	Iteration 34Q: 3 clusters Score -1.500763e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -15007625.000000 Penalty: 3798.565918
	Iteration 35Q: 3 clusters Score -1.500762e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115706 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -15007593.000000 Penalty: 3798.565918
	Iteration 36Q: 3 clusters Score -1.500759e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -15007559.000000 Penalty: 3798.565918
	Iteration 37Q: 3 clusters Score -1.500756e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -15007539.000000 Penalty: 3798.565918
	Iteration 38Q: 3 clusters Score -1.500754e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -15007442.000000 Penalty: 3798.565918
	Iteration 39Q: 3 clusters Score -1.500744e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -15007407.000000 Penalty: 3798.565918
	Iteration 40F: 3 clusters Score -1.500741e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -15007411.000000 Penalty: 3798.565918
	Iteration 41Q: 3 clusters Score -1.500741e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116367 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -15007379.000000 Penalty: 3798.565918
	Iteration 42Q: 3 clusters Score -1.500738e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -15007365.000000 Penalty: 3798.565918
	Iteration 43Q: 3 clusters Score -1.500736e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116532 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15007370.000000 Penalty: 3798.565918
	Iteration 44Q: 3 clusters Score -1.500737e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -15007362.000000 Penalty: 3798.565918
	Iteration 45Q: 3 clusters Score -1.500736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15007337.000000 Penalty: 3798.565918
	Iteration 46Q: 3 clusters Score -1.500734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116712 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -15007324.000000 Penalty: 3798.565918
	Iteration 47Q: 3 clusters Score -1.500732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -15007320.000000 Penalty: 3798.565918
	Iteration 48Q: 3 clusters Score -1.500732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15007296.000000 Penalty: 3798.565918
	Iteration 49Q: 3 clusters Score -1.50073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116817 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -15007292.000000 Penalty: 3798.565918
	Iteration 50Q: 3 clusters Score -1.500729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116839 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -15007290.000000 Penalty: 3798.565918
	Iteration 51Q: 3 clusters Score -1.500729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -15007262.000000 Penalty: 3798.565918
	Iteration 52Q: 3 clusters Score -1.500726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -15007256.000000 Penalty: 3798.565918
	Iteration 53Q: 3 clusters Score -1.500726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -15007254.000000 Penalty: 3798.565918
	Iteration 54Q: 3 clusters Score -1.500725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -15007237.000000 Penalty: 3798.565918
	Iteration 55Q: 3 clusters Score -1.500724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -15007244.000000 Penalty: 3798.565918
	Iteration 56Q: 3 clusters Score -1.500724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -15007247.000000 Penalty: 3798.565918
	Iteration 57Q: 3 clusters Score -1.500725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -15007244.000000 Penalty: 3798.565918
	Iteration 58Q: 3 clusters Score -1.500724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15007236.000000 Penalty: 3798.565918
	Iteration 59Q: 3 clusters Score -1.500724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -15007228.000000 Penalty: 3798.565918
	Iteration 60F: 3 clusters Score -1.500723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116973 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -15007229.000000 Penalty: 3798.565918
	Iteration 61Q: 3 clusters Score -1.500723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -15007229.000000 Penalty: 3798.565918
	Iteration 62Q: 3 clusters Score -1.500723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -15007223.000000 Penalty: 3798.565918
	Iteration 63Q: 3 clusters Score -1.500722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116989 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -15007231.000000 Penalty: 3798.565918
	Iteration 64Q: 3 clusters Score -1.500723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116992 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -15007221.000000 Penalty: 3798.565918
	Iteration 65Q: 3 clusters Score -1.500722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -15007220.000000 Penalty: 3798.565918
	Iteration 66Q: 3 clusters Score -1.500722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -15007232.000000 Penalty: 3798.565918
	Iteration 67Q: 3 clusters Score -1.500723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117010 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15007230.000000 Penalty: 3798.565918
	Iteration 68Q: 3 clusters Score -1.500723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -15007209.000000 Penalty: 3798.565918
	Iteration 69Q: 3 clusters Score -1.500721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15007209.000000 Penalty: 3798.565918
	Iteration 70Q: 3 clusters Score -1.500721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117021 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -15007203.000000 Penalty: 3798.565918
	Iteration 71Q: 3 clusters Score -1.50072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -15007208.000000 Penalty: 3798.565918
	Iteration 72Q: 3 clusters Score -1.500721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -15007195.000000 Penalty: 3798.565918
	Iteration 73Q: 3 clusters Score -1.50072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15007196.000000 Penalty: 3798.565918
	Iteration 74Q: 3 clusters Score -1.50072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15007196.000000 Penalty: 3798.565918
	Iteration 75F: 3 clusters Score -1.50072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Entering Unmasked Estep 
Score: -6408122.000000 Penalty: 1765.565552
	Iteration 0F: 2 clusters Score -6408122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6373178.500000 Penalty: 3531.131104
	Iteration 0F: 3 clusters Score -6373178 nChanged 24516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -6387194.000000 Penalty: 3531.131104
	Iteration 1F: 3 clusters Score -6387194 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -6387726.000000 Penalty: 3531.131104
	Iteration 2Q: 3 clusters Score -6387726 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6388444.000000 Penalty: 3531.131104
	Iteration 3Q: 3 clusters Score -6388444 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -6389423.500000 Penalty: 3531.131104
	Iteration 4Q: 3 clusters Score -6389424 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -6391069.000000 Penalty: 3531.131104
	Iteration 5F: 3 clusters Score -6391069 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -6393580.500000 Penalty: 3531.131104
	Iteration 6F: 3 clusters Score -6393580 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -6396883.000000 Penalty: 3531.131104
	Iteration 7F: 3 clusters Score -6396883 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -6400521.500000 Penalty: 3531.131104
	Iteration 8F: 3 clusters Score -6400522 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -6403447.500000 Penalty: 3531.131104
	Iteration 9F: 3 clusters Score -6403448 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6405292.500000 Penalty: 3531.131104
	Iteration 10Q: 3 clusters Score -6405292 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6406074.500000 Penalty: 3531.131104
	Iteration 11Q: 3 clusters Score -6406074 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6406358.500000 Penalty: 3531.131104
	Iteration 12Q: 3 clusters Score -6406358 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6406476.000000 Penalty: 3531.131104
	Iteration 13Q: 3 clusters Score -6406476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6406524.500000 Penalty: 3531.131104
	Iteration 14Q: 3 clusters Score -6406524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6406543.500000 Penalty: 3531.131104
	Iteration 15Q: 3 clusters Score -6406544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6406562.000000 Penalty: 3531.131104
	Iteration 16Q: 3 clusters Score -6406562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6406561.500000 Penalty: 3531.131104
	Iteration 17Q: 3 clusters Score -6406562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6406571.500000 Penalty: 3531.131104
	Iteration 18Q: 3 clusters Score -6406572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6406586.000000 Penalty: 3531.131104
	Iteration 19Q: 3 clusters Score -6406586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6406603.500000 Penalty: 3531.131104
	Iteration 20F: 3 clusters Score -6406604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6406605.000000 Penalty: 3531.131104
	Iteration 21Q: 3 clusters Score -6406605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6406607.000000 Penalty: 3531.131104
	Iteration 22Q: 3 clusters Score -6406607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6406604.000000 Penalty: 3531.131104
	Iteration 23Q: 3 clusters Score -6406604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6406605.000000 Penalty: 3531.131104
	Iteration 24Q: 3 clusters Score -6406605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6406605.000000 Penalty: 3531.131104
	Iteration 25Q: 3 clusters Score -6406605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6406605.000000 Penalty: 3531.131104
	Iteration 26F: 3 clusters Score -6406605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -261875.265625 Penalty: 1249.448364
	Iteration 0F: 2 clusters Score -261875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259653.968750 Penalty: 2498.896729
	Iteration 0F: 3 clusters Score -259654 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -260159.812500 Penalty: 2498.896729
	Iteration 1F: 3 clusters Score -260159.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -260330.703125 Penalty: 2498.896729
	Iteration 2F: 3 clusters Score -260330.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -260445.750000 Penalty: 2498.896729
	Iteration 3F: 3 clusters Score -260445.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -260506.812500 Penalty: 2498.896729
	Iteration 4Q: 3 clusters Score -260506.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -260557.484375 Penalty: 2498.896729
	Iteration 5Q: 3 clusters Score -260557.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -260600.406250 Penalty: 2498.896729
	Iteration 6Q: 3 clusters Score -260600.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -260628.218750 Penalty: 2498.896729
	Iteration 7Q: 3 clusters Score -260628.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -260654.437500 Penalty: 2498.896729
	Iteration 8Q: 3 clusters Score -260654.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -260673.859375 Penalty: 2498.896729
	Iteration 9Q: 3 clusters Score -260673.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -260699.328125 Penalty: 2498.896729
	Iteration 10Q: 3 clusters Score -260699.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -260719.031250 Penalty: 2498.896729
	Iteration 11Q: 3 clusters Score -260719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -260745.406250 Penalty: 2498.896729
	Iteration 12Q: 3 clusters Score -260745.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -260776.906250 Penalty: 2498.896729
	Iteration 13Q: 3 clusters Score -260776.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -260813.593750 Penalty: 2498.896729
	Iteration 14Q: 3 clusters Score -260813.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -260844.171875 Penalty: 2498.896729
	Iteration 15Q: 3 clusters Score -260844.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -260876.656250 Penalty: 2498.896729
	Iteration 16Q: 3 clusters Score -260876.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -260909.250000 Penalty: 2498.896729
	Iteration 17Q: 3 clusters Score -260909.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -260954.671875 Penalty: 2498.896729
	Iteration 18Q: 3 clusters Score -260954.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -260992.000000 Penalty: 2498.896729
	Iteration 19Q: 3 clusters Score -260992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -261018.125000 Penalty: 2498.896729
	Iteration 20F: 3 clusters Score -261018.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -261041.125000 Penalty: 2498.896729
	Iteration 21Q: 3 clusters Score -261041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -261055.093750 Penalty: 2498.896729
	Iteration 22Q: 3 clusters Score -261055.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -261065.000000 Penalty: 2498.896729
	Iteration 23Q: 3 clusters Score -261065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -261076.828125 Penalty: 2498.896729
	Iteration 24Q: 3 clusters Score -261076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -261085.218750 Penalty: 2498.896729
	Iteration 25Q: 3 clusters Score -261085.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -261093.390625 Penalty: 2498.896729
	Iteration 26Q: 3 clusters Score -261093.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -261103.875000 Penalty: 2498.896729
	Iteration 27Q: 3 clusters Score -261103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -261116.234375 Penalty: 2498.896729
	Iteration 28Q: 3 clusters Score -261116.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -261135.656250 Penalty: 2498.896729
	Iteration 29Q: 3 clusters Score -261135.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -261176.546875 Penalty: 2498.896729
	Iteration 30Q: 3 clusters Score -261176.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -261263.859375 Penalty: 2498.896729
	Iteration 31Q: 3 clusters Score -261263.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -261334.812500 Penalty: 2498.896729
	Iteration 32Q: 3 clusters Score -261334.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -261371.656250 Penalty: 2498.896729
	Iteration 33Q: 3 clusters Score -261371.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -261396.140625 Penalty: 2498.896729
	Iteration 34Q: 3 clusters Score -261396.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -261415.375000 Penalty: 2498.896729
	Iteration 35Q: 3 clusters Score -261415.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -261426.156250 Penalty: 2498.896729
	Iteration 36Q: 3 clusters Score -261426.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261442.453125 Penalty: 2498.896729
	Iteration 37Q: 3 clusters Score -261442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -261450.875000 Penalty: 2498.896729
	Iteration 38Q: 3 clusters Score -261450.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -261461.937500 Penalty: 2498.896729
	Iteration 39Q: 3 clusters Score -261461.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -261468.250000 Penalty: 2498.896729
	Iteration 40F: 3 clusters Score -261468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261472.296875 Penalty: 2498.896729
	Iteration 41Q: 3 clusters Score -261472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -261476.468750 Penalty: 2498.896729
	Iteration 42Q: 3 clusters Score -261476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -261480.625000 Penalty: 2498.896729
	Iteration 43Q: 3 clusters Score -261480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -261485.312500 Penalty: 2498.896729
	Iteration 44Q: 3 clusters Score -261485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -261489.921875 Penalty: 2498.896729
	Iteration 45Q: 3 clusters Score -261489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -261492.281250 Penalty: 2498.896729
	Iteration 46Q: 3 clusters Score -261492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -261495.515625 Penalty: 2498.896729
	Iteration 47Q: 3 clusters Score -261495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -261498.312500 Penalty: 2498.896729
	Iteration 48Q: 3 clusters Score -261498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -261501.546875 Penalty: 2498.896729
	Iteration 49Q: 3 clusters Score -261501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -261503.593750 Penalty: 2498.896729
	Iteration 50Q: 3 clusters Score -261503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -261504.656250 Penalty: 2498.896729
	Iteration 51Q: 3 clusters Score -261504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -261504.656250 Penalty: 2498.896729
	Iteration 52F: 3 clusters Score -261504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -18363.408203 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -18363.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17711.847656 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -17711.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18094.498047 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -18094.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18269.570312 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -18269.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18462.062500 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -18462.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18502.595703 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -18502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18529.328125 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -18529.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18543.925781 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -18543.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18543.925781 Penalty: 1828.976929
	Iteration 7F: 3 clusters Score -18543.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103761 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117527 members 
Mstep: Class 10 contains 119121 members 
Mstep: Class 11 contains 52314 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 100414 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117580 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107614 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 38704 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134513 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
Score: -141745968.000000 Penalty: 97552.609375
Splitting cluster 13 changes total score from -141747360.000000 to -141745968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (100414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Entering Unmasked Estep 
Score: -12691174.000000 Penalty: 1871.521729
	Iteration 0F: 2 clusters Score -1.269117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -12624918.000000 Penalty: 3743.043457
	Iteration 0F: 3 clusters Score -1.262492e+07 nChanged 47683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -12652352.000000 Penalty: 3743.043457
	Iteration 1F: 3 clusters Score -1.265235e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -12653338.000000 Penalty: 3743.043457
	Iteration 2Q: 3 clusters Score -1.265334e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -12654548.000000 Penalty: 3743.043457
	Iteration 3Q: 3 clusters Score -1.265455e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -12656311.000000 Penalty: 3743.043457
	Iteration 4Q: 3 clusters Score -1.265631e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -12658960.000000 Penalty: 3743.043457
	Iteration 5Q: 3 clusters Score -1.265896e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -12662997.000000 Penalty: 3743.043457
	Iteration 6F: 3 clusters Score -1.2663e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -12668013.000000 Penalty: 3743.043457
	Iteration 7F: 3 clusters Score -1.266801e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -12673127.000000 Penalty: 3743.043457
	Iteration 8F: 3 clusters Score -1.267313e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -12675883.000000 Penalty: 3743.043457
	Iteration 9F: 3 clusters Score -1.267588e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -12676958.000000 Penalty: 3743.043457
	Iteration 10Q: 3 clusters Score -1.267696e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -12677369.000000 Penalty: 3743.043457
	Iteration 11Q: 3 clusters Score -1.267737e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -12677745.000000 Penalty: 3743.043457
	Iteration 12Q: 3 clusters Score -1.267774e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -12678055.000000 Penalty: 3743.043457
	Iteration 13Q: 3 clusters Score -1.267806e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -12678363.000000 Penalty: 3743.043457
	Iteration 14Q: 3 clusters Score -1.267836e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -12678697.000000 Penalty: 3743.043457
	Iteration 15Q: 3 clusters Score -1.26787e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -12678987.000000 Penalty: 3743.043457
	Iteration 16Q: 3 clusters Score -1.267899e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -12679335.000000 Penalty: 3743.043457
	Iteration 17Q: 3 clusters Score -1.267934e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -12679711.000000 Penalty: 3743.043457
	Iteration 18Q: 3 clusters Score -1.267971e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -12680068.000000 Penalty: 3743.043457
	Iteration 19Q: 3 clusters Score -1.268007e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -12680297.000000 Penalty: 3743.043457
	Iteration 20F: 3 clusters Score -1.26803e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -12680540.000000 Penalty: 3743.043457
	Iteration 21Q: 3 clusters Score -1.268054e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -12680914.000000 Penalty: 3743.043457
	Iteration 22Q: 3 clusters Score -1.268091e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -12681250.000000 Penalty: 3743.043457
	Iteration 23Q: 3 clusters Score -1.268125e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -12681571.000000 Penalty: 3743.043457
	Iteration 24Q: 3 clusters Score -1.268157e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -12681872.000000 Penalty: 3743.043457
	Iteration 25Q: 3 clusters Score -1.268187e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -12682144.000000 Penalty: 3743.043457
	Iteration 26Q: 3 clusters Score -1.268214e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -12682358.000000 Penalty: 3743.043457
	Iteration 27Q: 3 clusters Score -1.268236e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -12682643.000000 Penalty: 3743.043457
	Iteration 28Q: 3 clusters Score -1.268264e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -12682964.000000 Penalty: 3743.043457
	Iteration 29Q: 3 clusters Score -1.268296e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -12683136.000000 Penalty: 3743.043457
	Iteration 30Q: 3 clusters Score -1.268314e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -12683427.000000 Penalty: 3743.043457
	Iteration 31Q: 3 clusters Score -1.268343e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -12683609.000000 Penalty: 3743.043457
	Iteration 32Q: 3 clusters Score -1.268361e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -12683857.000000 Penalty: 3743.043457
	Iteration 33Q: 3 clusters Score -1.268386e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -12684157.000000 Penalty: 3743.043457
	Iteration 34Q: 3 clusters Score -1.268416e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -12684401.000000 Penalty: 3743.043457
	Iteration 35Q: 3 clusters Score -1.26844e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -12684670.000000 Penalty: 3743.043457
	Iteration 36Q: 3 clusters Score -1.268467e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -12684969.000000 Penalty: 3743.043457
	Iteration 37Q: 3 clusters Score -1.268497e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -12685304.000000 Penalty: 3743.043457
	Iteration 38Q: 3 clusters Score -1.26853e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -12685512.000000 Penalty: 3743.043457
	Iteration 39Q: 3 clusters Score -1.268551e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -12685767.000000 Penalty: 3743.043457
	Iteration 40F: 3 clusters Score -1.268577e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -12686029.000000 Penalty: 3743.043457
	Iteration 41Q: 3 clusters Score -1.268603e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -12686262.000000 Penalty: 3743.043457
	Iteration 42Q: 3 clusters Score -1.268626e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -12686576.000000 Penalty: 3743.043457
	Iteration 43Q: 3 clusters Score -1.268658e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -12686839.000000 Penalty: 3743.043457
	Iteration 44Q: 3 clusters Score -1.268684e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -12687091.000000 Penalty: 3743.043457
	Iteration 45Q: 3 clusters Score -1.268709e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 90200 members 
Entering Unmasked Estep 
Score: -12687378.000000 Penalty: 3743.043457
	Iteration 46Q: 3 clusters Score -1.268738e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -12687677.000000 Penalty: 3743.043457
	Iteration 47Q: 3 clusters Score -1.268768e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -12687984.000000 Penalty: 3743.043457
	Iteration 48Q: 3 clusters Score -1.268798e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -12688200.000000 Penalty: 3743.043457
	Iteration 49Q: 3 clusters Score -1.26882e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -12688429.000000 Penalty: 3743.043457
	Iteration 50Q: 3 clusters Score -1.268843e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -12688549.000000 Penalty: 3743.043457
	Iteration 51Q: 3 clusters Score -1.268855e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -12688787.000000 Penalty: 3743.043457
	Iteration 52Q: 3 clusters Score -1.268879e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -12688953.000000 Penalty: 3743.043457
	Iteration 53Q: 3 clusters Score -1.268895e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -12689084.000000 Penalty: 3743.043457
	Iteration 54Q: 3 clusters Score -1.268908e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -12689192.000000 Penalty: 3743.043457
	Iteration 55Q: 3 clusters Score -1.268919e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -12689311.000000 Penalty: 3743.043457
	Iteration 56Q: 3 clusters Score -1.268931e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -12689390.000000 Penalty: 3743.043457
	Iteration 57Q: 3 clusters Score -1.268939e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -12689483.000000 Penalty: 3743.043457
	Iteration 58Q: 3 clusters Score -1.268948e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -12689578.000000 Penalty: 3743.043457
	Iteration 59Q: 3 clusters Score -1.268958e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -12689675.000000 Penalty: 3743.043457
	Iteration 60F: 3 clusters Score -1.268968e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -12689712.000000 Penalty: 3743.043457
	Iteration 61Q: 3 clusters Score -1.268971e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -12689739.000000 Penalty: 3743.043457
	Iteration 62Q: 3 clusters Score -1.268974e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -12689788.000000 Penalty: 3743.043457
	Iteration 63Q: 3 clusters Score -1.268979e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -12689820.000000 Penalty: 3743.043457
	Iteration 64Q: 3 clusters Score -1.268982e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -12689833.000000 Penalty: 3743.043457
	Iteration 65Q: 3 clusters Score -1.268983e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -12689846.000000 Penalty: 3743.043457
	Iteration 66Q: 3 clusters Score -1.268985e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -12689860.000000 Penalty: 3743.043457
	Iteration 67Q: 3 clusters Score -1.268986e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -12689869.000000 Penalty: 3743.043457
	Iteration 68Q: 3 clusters Score -1.268987e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -12689901.000000 Penalty: 3743.043457
	Iteration 69Q: 3 clusters Score -1.26899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -12689902.000000 Penalty: 3743.043457
	Iteration 70Q: 3 clusters Score -1.26899e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -12689896.000000 Penalty: 3743.043457
	Iteration 71Q: 3 clusters Score -1.26899e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -12689882.000000 Penalty: 3743.043457
	Iteration 72Q: 3 clusters Score -1.268988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 98746 members 
Entering Unmasked Estep 
Score: -12689896.000000 Penalty: 3743.043457
	Iteration 73Q: 3 clusters Score -1.26899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -12689901.000000 Penalty: 3743.043457
	Iteration 74Q: 3 clusters Score -1.26899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -12689904.000000 Penalty: 3743.043457
	Iteration 75Q: 3 clusters Score -1.26899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -12689909.000000 Penalty: 3743.043457
	Iteration 76Q: 3 clusters Score -1.268991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -12689908.000000 Penalty: 3743.043457
	Iteration 77Q: 3 clusters Score -1.268991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -12689907.000000 Penalty: 3743.043457
	Iteration 78Q: 3 clusters Score -1.268991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -12689903.000000 Penalty: 3743.043457
	Iteration 79Q: 3 clusters Score -1.26899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -12689911.000000 Penalty: 3743.043457
	Iteration 80F: 3 clusters Score -1.268991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -12689905.000000 Penalty: 3743.043457
	Iteration 81Q: 3 clusters Score -1.26899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -12689910.000000 Penalty: 3743.043457
	Iteration 82Q: 3 clusters Score -1.268991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -12689916.000000 Penalty: 3743.043457
	Iteration 83Q: 3 clusters Score -1.268992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 98902 members 
Entering Unmasked Estep 
Score: -12689912.000000 Penalty: 3743.043457
	Iteration 84Q: 3 clusters Score -1.268991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -12689909.000000 Penalty: 3743.043457
	Iteration 85Q: 3 clusters Score -1.268991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -12689917.000000 Penalty: 3743.043457
	Iteration 86Q: 3 clusters Score -1.268992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -12689906.000000 Penalty: 3743.043457
	Iteration 87Q: 3 clusters Score -1.268991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -12689912.000000 Penalty: 3743.043457
	Iteration 88Q: 3 clusters Score -1.268991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -12689903.000000 Penalty: 3743.043457
	Iteration 89Q: 3 clusters Score -1.26899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -12689911.000000 Penalty: 3743.043457
	Iteration 90Q: 3 clusters Score -1.268991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 98963 members 
Entering Unmasked Estep 
Score: -12689912.000000 Penalty: 3743.043457
	Iteration 91Q: 3 clusters Score -1.268991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -12689914.000000 Penalty: 3743.043457
	Iteration 92Q: 3 clusters Score -1.268991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -12689925.000000 Penalty: 3743.043457
	Iteration 93Q: 3 clusters Score -1.268992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -12689916.000000 Penalty: 3743.043457
	Iteration 94Q: 3 clusters Score -1.268992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -12689912.000000 Penalty: 3743.043457
	Iteration 95Q: 3 clusters Score -1.268991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -12689911.000000 Penalty: 3743.043457
	Iteration 96Q: 3 clusters Score -1.268991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -12689913.000000 Penalty: 3743.043457
	Iteration 97Q: 3 clusters Score -1.268991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -12689913.000000 Penalty: 3743.043457
	Iteration 98F: 3 clusters Score -1.268991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Entering Unmasked Estep 
Score: -1775575.625000 Penalty: 1556.846436
	Iteration 0F: 2 clusters Score -1775576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1765551.250000 Penalty: 3113.692871
	Iteration 0F: 3 clusters Score -1765551 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1769155.750000 Penalty: 3113.692871
	Iteration 1F: 3 clusters Score -1769156 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1769533.500000 Penalty: 3113.692871
	Iteration 2F: 3 clusters Score -1769534 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1769883.250000 Penalty: 3113.692871
	Iteration 3F: 3 clusters Score -1769883 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1770240.750000 Penalty: 3113.692871
	Iteration 4F: 3 clusters Score -1770241 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1770580.500000 Penalty: 3113.692871
	Iteration 5Q: 3 clusters Score -1770580 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1770932.625000 Penalty: 3113.692871
	Iteration 6F: 3 clusters Score -1770933 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1771213.500000 Penalty: 3113.692871
	Iteration 7Q: 3 clusters Score -1771214 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1771449.125000 Penalty: 3113.692871
	Iteration 8Q: 3 clusters Score -1771449 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1771692.375000 Penalty: 3113.692871
	Iteration 9Q: 3 clusters Score -1771692 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1771938.125000 Penalty: 3113.692871
	Iteration 10Q: 3 clusters Score -1771938 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1772204.750000 Penalty: 3113.692871
	Iteration 11Q: 3 clusters Score -1772205 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1772478.250000 Penalty: 3113.692871
	Iteration 12Q: 3 clusters Score -1772478 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1772758.625000 Penalty: 3113.692871
	Iteration 13Q: 3 clusters Score -1772759 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1773022.625000 Penalty: 3113.692871
	Iteration 14Q: 3 clusters Score -1773023 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1773222.750000 Penalty: 3113.692871
	Iteration 15Q: 3 clusters Score -1773223 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1773371.750000 Penalty: 3113.692871
	Iteration 16Q: 3 clusters Score -1773372 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1773509.000000 Penalty: 3113.692871
	Iteration 17Q: 3 clusters Score -1773509 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1773623.500000 Penalty: 3113.692871
	Iteration 18Q: 3 clusters Score -1773624 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1773723.250000 Penalty: 3113.692871
	Iteration 19Q: 3 clusters Score -1773723 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1773807.250000 Penalty: 3113.692871
	Iteration 20F: 3 clusters Score -1773807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1773889.375000 Penalty: 3113.692871
	Iteration 21Q: 3 clusters Score -1773889 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1773948.875000 Penalty: 3113.692871
	Iteration 22Q: 3 clusters Score -1773949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1773979.375000 Penalty: 3113.692871
	Iteration 23Q: 3 clusters Score -1773979 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1774011.500000 Penalty: 3113.692871
	Iteration 24Q: 3 clusters Score -1774012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1774052.750000 Penalty: 3113.692871
	Iteration 25Q: 3 clusters Score -1774053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1774088.250000 Penalty: 3113.692871
	Iteration 26Q: 3 clusters Score -1774088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1774107.500000 Penalty: 3113.692871
	Iteration 27Q: 3 clusters Score -1774108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1774124.125000 Penalty: 3113.692871
	Iteration 28Q: 3 clusters Score -1774124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1774134.625000 Penalty: 3113.692871
	Iteration 29Q: 3 clusters Score -1774135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1774145.500000 Penalty: 3113.692871
	Iteration 30Q: 3 clusters Score -1774146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1774162.750000 Penalty: 3113.692871
	Iteration 31Q: 3 clusters Score -1774163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1774182.750000 Penalty: 3113.692871
	Iteration 32Q: 3 clusters Score -1774183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1774185.000000 Penalty: 3113.692871
	Iteration 33Q: 3 clusters Score -1774185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1774195.750000 Penalty: 3113.692871
	Iteration 34Q: 3 clusters Score -1774196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1774200.375000 Penalty: 3113.692871
	Iteration 35Q: 3 clusters Score -1774200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1774205.750000 Penalty: 3113.692871
	Iteration 36Q: 3 clusters Score -1774206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1774219.000000 Penalty: 3113.692871
	Iteration 37Q: 3 clusters Score -1774219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1774224.000000 Penalty: 3113.692871
	Iteration 38Q: 3 clusters Score -1774224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1774239.375000 Penalty: 3113.692871
	Iteration 39Q: 3 clusters Score -1774239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1774254.875000 Penalty: 3113.692871
	Iteration 40F: 3 clusters Score -1774255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1774268.000000 Penalty: 3113.692871
	Iteration 41Q: 3 clusters Score -1774268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1774272.375000 Penalty: 3113.692871
	Iteration 42Q: 3 clusters Score -1774272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1774275.750000 Penalty: 3113.692871
	Iteration 43Q: 3 clusters Score -1774276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1774277.750000 Penalty: 3113.692871
	Iteration 44Q: 3 clusters Score -1774278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1774277.750000 Penalty: 3113.692871
	Iteration 45F: 3 clusters Score -1774278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -192613.515625 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -192613.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190775.734375 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -190775.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191376.890625 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -191376.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191646.031250 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -191646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191792.765625 Penalty: 2417.092041
	Iteration 3F: 3 clusters Score -191792.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191868.859375 Penalty: 2417.092041
	Iteration 4Q: 3 clusters Score -191868.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191920.031250 Penalty: 2417.092041
	Iteration 5Q: 3 clusters Score -191920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -191963.031250 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -191963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192004.953125 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -192005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192030.796875 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -192030.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192052.281250 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -192052.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192066.203125 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -192066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192080.281250 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -192080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192086.265625 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -192086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192091.140625 Penalty: 2417.092041
	Iteration 13Q: 3 clusters Score -192091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192095.859375 Penalty: 2417.092041
	Iteration 14Q: 3 clusters Score -192095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192103.828125 Penalty: 2417.092041
	Iteration 15Q: 3 clusters Score -192103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192108.562500 Penalty: 2417.092041
	Iteration 16Q: 3 clusters Score -192108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192111.140625 Penalty: 2417.092041
	Iteration 17Q: 3 clusters Score -192111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -192114.093750 Penalty: 2417.092041
	Iteration 18Q: 3 clusters Score -192114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -192114.093750 Penalty: 2417.092041
	Iteration 19F: 3 clusters Score -192114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -629252.437500 Penalty: 1390.135742
	Iteration 0F: 2 clusters Score -629252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -625102.000000 Penalty: 2780.271484
	Iteration 0F: 3 clusters Score -625102 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -626269.625000 Penalty: 2780.271484
	Iteration 1F: 3 clusters Score -626269.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -626460.125000 Penalty: 2780.271484
	Iteration 2F: 3 clusters Score -626460.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -626634.750000 Penalty: 2780.271484
	Iteration 3F: 3 clusters Score -626634.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -626784.562500 Penalty: 2780.271484
	Iteration 4F: 3 clusters Score -626784.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -626943.812500 Penalty: 2780.271484
	Iteration 5Q: 3 clusters Score -626943.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -627134.062500 Penalty: 2780.271484
	Iteration 6Q: 3 clusters Score -627134.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -627339.562500 Penalty: 2780.271484
	Iteration 7Q: 3 clusters Score -627339.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -627507.562500 Penalty: 2780.271484
	Iteration 8Q: 3 clusters Score -627507.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -627612.750000 Penalty: 2780.271484
	Iteration 9Q: 3 clusters Score -627612.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -627703.312500 Penalty: 2780.271484
	Iteration 10Q: 3 clusters Score -627703.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -627773.500000 Penalty: 2780.271484
	Iteration 11Q: 3 clusters Score -627773.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -627827.812500 Penalty: 2780.271484
	Iteration 12Q: 3 clusters Score -627827.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -627880.875000 Penalty: 2780.271484
	Iteration 13Q: 3 clusters Score -627880.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -627929.750000 Penalty: 2780.271484
	Iteration 14Q: 3 clusters Score -627929.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -627973.812500 Penalty: 2780.271484
	Iteration 15Q: 3 clusters Score -627973.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -628005.312500 Penalty: 2780.271484
	Iteration 16Q: 3 clusters Score -628005.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -628043.187500 Penalty: 2780.271484
	Iteration 17Q: 3 clusters Score -628043.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -628088.875000 Penalty: 2780.271484
	Iteration 18Q: 3 clusters Score -628088.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -628135.937500 Penalty: 2780.271484
	Iteration 19Q: 3 clusters Score -628135.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -628181.437500 Penalty: 2780.271484
	Iteration 20F: 3 clusters Score -628181.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -628239.312500 Penalty: 2780.271484
	Iteration 21Q: 3 clusters Score -628239.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -628294.312500 Penalty: 2780.271484
	Iteration 22Q: 3 clusters Score -628294.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -628339.750000 Penalty: 2780.271484
	Iteration 23Q: 3 clusters Score -628339.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -628413.500000 Penalty: 2780.271484
	Iteration 24Q: 3 clusters Score -628413.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -628519.187500 Penalty: 2780.271484
	Iteration 25Q: 3 clusters Score -628519.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -628663.500000 Penalty: 2780.271484
	Iteration 26Q: 3 clusters Score -628663.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -628757.812500 Penalty: 2780.271484
	Iteration 27Q: 3 clusters Score -628757.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -628799.750000 Penalty: 2780.271484
	Iteration 28Q: 3 clusters Score -628799.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -628829.000000 Penalty: 2780.271484
	Iteration 29Q: 3 clusters Score -628829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -628849.250000 Penalty: 2780.271484
	Iteration 30Q: 3 clusters Score -628849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -628859.625000 Penalty: 2780.271484
	Iteration 31Q: 3 clusters Score -628859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -628865.437500 Penalty: 2780.271484
	Iteration 32Q: 3 clusters Score -628865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -628870.312500 Penalty: 2780.271484
	Iteration 33Q: 3 clusters Score -628870.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -628876.062500 Penalty: 2780.271484
	Iteration 34Q: 3 clusters Score -628876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -628879.187500 Penalty: 2780.271484
	Iteration 35Q: 3 clusters Score -628879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -628879.312500 Penalty: 2780.271484
	Iteration 36Q: 3 clusters Score -628879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -628881.750000 Penalty: 2780.271484
	Iteration 37Q: 3 clusters Score -628881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -628882.812500 Penalty: 2780.271484
	Iteration 38Q: 3 clusters Score -628882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -628884.125000 Penalty: 2780.271484
	Iteration 39Q: 3 clusters Score -628884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -628884.875000 Penalty: 2780.271484
	Iteration 40F: 3 clusters Score -628884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -628886.562500 Penalty: 2780.271484
	Iteration 41Q: 3 clusters Score -628886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -628886.625000 Penalty: 2780.271484
	Iteration 42Q: 3 clusters Score -628886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -628888.375000 Penalty: 2780.271484
	Iteration 43Q: 3 clusters Score -628888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -628888.062500 Penalty: 2780.271484
	Iteration 44Q: 3 clusters Score -628888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -628890.125000 Penalty: 2780.271484
	Iteration 45Q: 3 clusters Score -628890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -628891.187500 Penalty: 2780.271484
	Iteration 46Q: 3 clusters Score -628891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -628890.812500 Penalty: 2780.271484
	Iteration 47Q: 3 clusters Score -628890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -628891.562500 Penalty: 2780.271484
	Iteration 48Q: 3 clusters Score -628891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -628893.250000 Penalty: 2780.271484
	Iteration 49Q: 3 clusters Score -628893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -628893.937500 Penalty: 2780.271484
	Iteration 50Q: 3 clusters Score -628893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -628895.187500 Penalty: 2780.271484
	Iteration 51Q: 3 clusters Score -628895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -628895.812500 Penalty: 2780.271484
	Iteration 52Q: 3 clusters Score -628895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -628895.437500 Penalty: 2780.271484
	Iteration 53Q: 3 clusters Score -628895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -628895.062500 Penalty: 2780.271484
	Iteration 54Q: 3 clusters Score -628895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -628895.062500 Penalty: 2780.271484
	Iteration 55F: 3 clusters Score -628895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (117580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117580 members 
Entering Unmasked Estep 
Score: -14776340.000000 Penalty: 1897.167114
	Iteration 0F: 2 clusters Score -1.477634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -14700981.000000 Penalty: 3794.334229
	Iteration 0F: 3 clusters Score -1.470098e+07 nChanged 56834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -14735812.000000 Penalty: 3794.334229
	Iteration 1F: 3 clusters Score -1.473581e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -14738501.000000 Penalty: 3794.334229
	Iteration 2Q: 3 clusters Score -1.47385e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -14742723.000000 Penalty: 3794.334229
	Iteration 3F: 3 clusters Score -1.474272e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -14749440.000000 Penalty: 3794.334229
	Iteration 4F: 3 clusters Score -1.474944e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -14757832.000000 Penalty: 3794.334229
	Iteration 5F: 3 clusters Score -1.475783e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -14765583.000000 Penalty: 3794.334229
	Iteration 6F: 3 clusters Score -1.476558e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -14770794.000000 Penalty: 3794.334229
	Iteration 7Q: 3 clusters Score -1.477079e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
Score: -14773298.000000 Penalty: 3794.334229
	Iteration 8Q: 3 clusters Score -1.47733e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -14774525.000000 Penalty: 3794.334229
	Iteration 9Q: 3 clusters Score -1.477452e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 109948 members 
Entering Unmasked Estep 
Score: -14775187.000000 Penalty: 3794.334229
	Iteration 10Q: 3 clusters Score -1.477519e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -14775547.000000 Penalty: 3794.334229
	Iteration 11Q: 3 clusters Score -1.477555e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -14775719.000000 Penalty: 3794.334229
	Iteration 12Q: 3 clusters Score -1.477572e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -14775738.000000 Penalty: 3794.334229
	Iteration 13Q: 3 clusters Score -1.477574e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 113831 members 
Entering Unmasked Estep 
Score: -14775685.000000 Penalty: 3794.334229
	Iteration 14Q: 3 clusters Score -1.477568e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -14775678.000000 Penalty: 3794.334229
	Iteration 15Q: 3 clusters Score -1.477568e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -14775717.000000 Penalty: 3794.334229
	Iteration 16Q: 3 clusters Score -1.477572e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -14775674.000000 Penalty: 3794.334229
	Iteration 17Q: 3 clusters Score -1.477567e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -14775632.000000 Penalty: 3794.334229
	Iteration 18Q: 3 clusters Score -1.477563e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 115565 members 
Entering Unmasked Estep 
Score: -14775584.000000 Penalty: 3794.334229
	Iteration 19Q: 3 clusters Score -1.477558e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -14775577.000000 Penalty: 3794.334229
	Iteration 20F: 3 clusters Score -1.477558e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 115847 members 
Entering Unmasked Estep 
Score: -14775549.000000 Penalty: 3794.334229
	Iteration 21Q: 3 clusters Score -1.477555e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 115962 members 
Entering Unmasked Estep 
Score: -14775524.000000 Penalty: 3794.334229
	Iteration 22Q: 3 clusters Score -1.477552e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -14775530.000000 Penalty: 3794.334229
	Iteration 23Q: 3 clusters Score -1.477553e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 116134 members 
Entering Unmasked Estep 
Score: -14775519.000000 Penalty: 3794.334229
	Iteration 24Q: 3 clusters Score -1.477552e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -14775493.000000 Penalty: 3794.334229
	Iteration 25Q: 3 clusters Score -1.477549e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
Score: -14775496.000000 Penalty: 3794.334229
	Iteration 26Q: 3 clusters Score -1.47755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 116271 members 
Entering Unmasked Estep 
Score: -14775503.000000 Penalty: 3794.334229
	Iteration 27Q: 3 clusters Score -1.47755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -14775481.000000 Penalty: 3794.334229
	Iteration 28Q: 3 clusters Score -1.477548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -14775461.000000 Penalty: 3794.334229
	Iteration 29Q: 3 clusters Score -1.477546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 116398 members 
Entering Unmasked Estep 
Score: -14775459.000000 Penalty: 3794.334229
	Iteration 30Q: 3 clusters Score -1.477546e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -14775442.000000 Penalty: 3794.334229
	Iteration 31Q: 3 clusters Score -1.477544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 116462 members 
Entering Unmasked Estep 
Score: -14775429.000000 Penalty: 3794.334229
	Iteration 32Q: 3 clusters Score -1.477543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 116490 members 
Entering Unmasked Estep 
Score: -14775431.000000 Penalty: 3794.334229
	Iteration 33Q: 3 clusters Score -1.477543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -14775422.000000 Penalty: 3794.334229
	Iteration 34Q: 3 clusters Score -1.477542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 116537 members 
Entering Unmasked Estep 
Score: -14775429.000000 Penalty: 3794.334229
	Iteration 35Q: 3 clusters Score -1.477543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -14775416.000000 Penalty: 3794.334229
	Iteration 36Q: 3 clusters Score -1.477542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -14775413.000000 Penalty: 3794.334229
	Iteration 37Q: 3 clusters Score -1.477541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -14775409.000000 Penalty: 3794.334229
	Iteration 38Q: 3 clusters Score -1.477541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 116597 members 
Entering Unmasked Estep 
Score: -14775394.000000 Penalty: 3794.334229
	Iteration 39Q: 3 clusters Score -1.477539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -14775402.000000 Penalty: 3794.334229
	Iteration 40F: 3 clusters Score -1.47754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -14775398.000000 Penalty: 3794.334229
	Iteration 41Q: 3 clusters Score -1.47754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -14775406.000000 Penalty: 3794.334229
	Iteration 42Q: 3 clusters Score -1.477541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 116622 members 
Entering Unmasked Estep 
Score: -14775415.000000 Penalty: 3794.334229
	Iteration 43Q: 3 clusters Score -1.477542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 116629 members 
Entering Unmasked Estep 
Score: -14775413.000000 Penalty: 3794.334229
	Iteration 44Q: 3 clusters Score -1.477541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 116629 members 
Entering Unmasked Estep 
Score: -14775408.000000 Penalty: 3794.334229
	Iteration 45Q: 3 clusters Score -1.477541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -14775412.000000 Penalty: 3794.334229
	Iteration 46Q: 3 clusters Score -1.477541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -14775410.000000 Penalty: 3794.334229
	Iteration 47Q: 3 clusters Score -1.477541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 116641 members 
Entering Unmasked Estep 
Score: -14775405.000000 Penalty: 3794.334229
	Iteration 48Q: 3 clusters Score -1.47754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -14775402.000000 Penalty: 3794.334229
	Iteration 49Q: 3 clusters Score -1.47754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -14775396.000000 Penalty: 3794.334229
	Iteration 50Q: 3 clusters Score -1.47754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -14775396.000000 Penalty: 3794.334229
	Iteration 51F: 3 clusters Score -1.47754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -64092.644531 Penalty: 1045.874512
	Iteration 0F: 2 clusters Score -64092.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62939.335938 Penalty: 2091.749023
	Iteration 0F: 3 clusters Score -62939.34 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63135.703125 Penalty: 2091.749023
	Iteration 1F: 3 clusters Score -63135.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63200.304688 Penalty: 2091.749023
	Iteration 2F: 3 clusters Score -63200.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63242.527344 Penalty: 2091.749023
	Iteration 3Q: 3 clusters Score -63242.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63269.765625 Penalty: 2091.749023
	Iteration 4Q: 3 clusters Score -63269.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63282.906250 Penalty: 2091.749023
	Iteration 5Q: 3 clusters Score -63282.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63288.207031 Penalty: 2091.749023
	Iteration 6Q: 3 clusters Score -63288.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63297.285156 Penalty: 2091.749023
	Iteration 7Q: 3 clusters Score -63297.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63301.996094 Penalty: 2091.749023
	Iteration 8Q: 3 clusters Score -63302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63304.003906 Penalty: 2091.749023
	Iteration 9Q: 3 clusters Score -63304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63306.613281 Penalty: 2091.749023
	Iteration 10Q: 3 clusters Score -63306.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63307.308594 Penalty: 2091.749023
	Iteration 11Q: 3 clusters Score -63307.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63307.308594 Penalty: 2091.749023
	Iteration 12F: 3 clusters Score -63307.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Entering Unmasked Estep 
Score: -13621917.000000 Penalty: 1882.774658
	Iteration 0F: 2 clusters Score -1.362192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -13551389.000000 Penalty: 3765.549316
	Iteration 0F: 3 clusters Score -1.355139e+07 nChanged 51491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -13581266.000000 Penalty: 3765.549316
	Iteration 1F: 3 clusters Score -1.358127e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -13582008.000000 Penalty: 3765.549316
	Iteration 2Q: 3 clusters Score -1.358201e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -13583175.000000 Penalty: 3765.549316
	Iteration 3Q: 3 clusters Score -1.358318e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -13584869.000000 Penalty: 3765.549316
	Iteration 4Q: 3 clusters Score -1.358487e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -13587631.000000 Penalty: 3765.549316
	Iteration 5F: 3 clusters Score -1.358763e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -13592336.000000 Penalty: 3765.549316
	Iteration 6F: 3 clusters Score -1.359234e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 84890 members 
Entering Unmasked Estep 
Score: -13599608.000000 Penalty: 3765.549316
	Iteration 7F: 3 clusters Score -1.359961e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -13607992.000000 Penalty: 3765.549316
	Iteration 8F: 3 clusters Score -1.360799e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -13614647.000000 Penalty: 3765.549316
	Iteration 9F: 3 clusters Score -1.361465e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -13618229.000000 Penalty: 3765.549316
	Iteration 10Q: 3 clusters Score -1.361823e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13619529.000000 Penalty: 3765.549316
	Iteration 11Q: 3 clusters Score -1.361953e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -13619978.000000 Penalty: 3765.549316
	Iteration 12Q: 3 clusters Score -1.361998e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -13620120.000000 Penalty: 3765.549316
	Iteration 13Q: 3 clusters Score -1.362012e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 107271 members 
Entering Unmasked Estep 
Score: -13620186.000000 Penalty: 3765.549316
	Iteration 14Q: 3 clusters Score -1.362019e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -13620240.000000 Penalty: 3765.549316
	Iteration 15Q: 3 clusters Score -1.362024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -13620278.000000 Penalty: 3765.549316
	Iteration 16Q: 3 clusters Score -1.362028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 107338 members 
Entering Unmasked Estep 
Score: -13620302.000000 Penalty: 3765.549316
	Iteration 17Q: 3 clusters Score -1.36203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -13620317.000000 Penalty: 3765.549316
	Iteration 18Q: 3 clusters Score -1.362032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -13620319.000000 Penalty: 3765.549316
	Iteration 19Q: 3 clusters Score -1.362032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -13620318.000000 Penalty: 3765.549316
	Iteration 20F: 3 clusters Score -1.362032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -13620315.000000 Penalty: 3765.549316
	Iteration 21Q: 3 clusters Score -1.362032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -13620315.000000 Penalty: 3765.549316
	Iteration 22F: 3 clusters Score -1.362032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -14071.125977 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -14071.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13365.693359 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -13365.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13532.170898 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -13532.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13595.156250 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -13595.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13638.601562 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -13638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13668.307617 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -13668.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13680.662109 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -13680.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13684.099609 Penalty: 1701.843628
	Iteration 6Q: 3 clusters Score -13684.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13689.186523 Penalty: 1701.843628
	Iteration 7F: 3 clusters Score -13689.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13719.926758 Penalty: 1701.843628
	Iteration 8Q: 3 clusters Score -13719.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13724.932617 Penalty: 1701.843628
	Iteration 9Q: 3 clusters Score -13724.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13724.932617 Penalty: 1701.843628
	Iteration 10F: 3 clusters Score -13724.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -1139082.500000 Penalty: 1484.029175
	Iteration 0F: 2 clusters Score -1139082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1132389.625000 Penalty: 2968.058350
	Iteration 0F: 3 clusters Score -1132390 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1134455.625000 Penalty: 2968.058350
	Iteration 1F: 3 clusters Score -1134456 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1134739.250000 Penalty: 2968.058350
	Iteration 2F: 3 clusters Score -1134739 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1134957.750000 Penalty: 2968.058350
	Iteration 3F: 3 clusters Score -1134958 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1135159.875000 Penalty: 2968.058350
	Iteration 4Q: 3 clusters Score -1135160 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1135393.250000 Penalty: 2968.058350
	Iteration 5Q: 3 clusters Score -1135393 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1135679.875000 Penalty: 2968.058350
	Iteration 6Q: 3 clusters Score -1135680 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1135971.875000 Penalty: 2968.058350
	Iteration 7Q: 3 clusters Score -1135972 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1136252.625000 Penalty: 2968.058350
	Iteration 8Q: 3 clusters Score -1136253 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1136494.250000 Penalty: 2968.058350
	Iteration 9Q: 3 clusters Score -1136494 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1136716.125000 Penalty: 2968.058350
	Iteration 10Q: 3 clusters Score -1136716 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1136891.500000 Penalty: 2968.058350
	Iteration 11Q: 3 clusters Score -1136892 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1137019.125000 Penalty: 2968.058350
	Iteration 12Q: 3 clusters Score -1137019 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1137130.625000 Penalty: 2968.058350
	Iteration 13Q: 3 clusters Score -1137131 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1137211.250000 Penalty: 2968.058350
	Iteration 14Q: 3 clusters Score -1137211 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1137279.875000 Penalty: 2968.058350
	Iteration 15Q: 3 clusters Score -1137280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1137319.875000 Penalty: 2968.058350
	Iteration 16Q: 3 clusters Score -1137320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1137352.000000 Penalty: 2968.058350
	Iteration 17Q: 3 clusters Score -1137352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1137385.750000 Penalty: 2968.058350
	Iteration 18Q: 3 clusters Score -1137386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1137419.375000 Penalty: 2968.058350
	Iteration 19Q: 3 clusters Score -1137419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1137452.875000 Penalty: 2968.058350
	Iteration 20F: 3 clusters Score -1137453 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1137490.000000 Penalty: 2968.058350
	Iteration 21Q: 3 clusters Score -1137490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1137527.500000 Penalty: 2968.058350
	Iteration 22Q: 3 clusters Score -1137528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1137555.875000 Penalty: 2968.058350
	Iteration 23Q: 3 clusters Score -1137556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1137584.750000 Penalty: 2968.058350
	Iteration 24Q: 3 clusters Score -1137585 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1137612.750000 Penalty: 2968.058350
	Iteration 25Q: 3 clusters Score -1137613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1137646.250000 Penalty: 2968.058350
	Iteration 26Q: 3 clusters Score -1137646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1137670.375000 Penalty: 2968.058350
	Iteration 27Q: 3 clusters Score -1137670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1137692.875000 Penalty: 2968.058350
	Iteration 28Q: 3 clusters Score -1137693 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1137713.500000 Penalty: 2968.058350
	Iteration 29Q: 3 clusters Score -1137714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1137730.500000 Penalty: 2968.058350
	Iteration 30Q: 3 clusters Score -1137730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1137748.750000 Penalty: 2968.058350
	Iteration 31Q: 3 clusters Score -1137749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1137760.125000 Penalty: 2968.058350
	Iteration 32Q: 3 clusters Score -1137760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1137776.500000 Penalty: 2968.058350
	Iteration 33Q: 3 clusters Score -1137776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1137790.500000 Penalty: 2968.058350
	Iteration 34Q: 3 clusters Score -1137790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1137802.125000 Penalty: 2968.058350
	Iteration 35Q: 3 clusters Score -1137802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1137810.625000 Penalty: 2968.058350
	Iteration 36Q: 3 clusters Score -1137811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1137822.000000 Penalty: 2968.058350
	Iteration 37Q: 3 clusters Score -1137822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1137833.875000 Penalty: 2968.058350
	Iteration 38Q: 3 clusters Score -1137834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1137843.750000 Penalty: 2968.058350
	Iteration 39Q: 3 clusters Score -1137844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1137863.875000 Penalty: 2968.058350
	Iteration 40F: 3 clusters Score -1137864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1137888.500000 Penalty: 2968.058350
	Iteration 41Q: 3 clusters Score -1137888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1137911.500000 Penalty: 2968.058350
	Iteration 42Q: 3 clusters Score -1137912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1137928.250000 Penalty: 2968.058350
	Iteration 43Q: 3 clusters Score -1137928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1137943.375000 Penalty: 2968.058350
	Iteration 44Q: 3 clusters Score -1137943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1137964.250000 Penalty: 2968.058350
	Iteration 45Q: 3 clusters Score -1137964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1137981.125000 Penalty: 2968.058350
	Iteration 46Q: 3 clusters Score -1137981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1137990.000000 Penalty: 2968.058350
	Iteration 47Q: 3 clusters Score -1137990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1138001.625000 Penalty: 2968.058350
	Iteration 48Q: 3 clusters Score -1138002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1138014.250000 Penalty: 2968.058350
	Iteration 49Q: 3 clusters Score -1138014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1138032.125000 Penalty: 2968.058350
	Iteration 50Q: 3 clusters Score -1138032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1138039.250000 Penalty: 2968.058350
	Iteration 51Q: 3 clusters Score -1138039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1138050.125000 Penalty: 2968.058350
	Iteration 52Q: 3 clusters Score -1138050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1138057.125000 Penalty: 2968.058350
	Iteration 53Q: 3 clusters Score -1138057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1138065.875000 Penalty: 2968.058350
	Iteration 54Q: 3 clusters Score -1138066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1138073.625000 Penalty: 2968.058350
	Iteration 55Q: 3 clusters Score -1138074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1138077.625000 Penalty: 2968.058350
	Iteration 56Q: 3 clusters Score -1138078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1138089.750000 Penalty: 2968.058350
	Iteration 57Q: 3 clusters Score -1138090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1138108.000000 Penalty: 2968.058350
	Iteration 58Q: 3 clusters Score -1138108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1138120.625000 Penalty: 2968.058350
	Iteration 59Q: 3 clusters Score -1138121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1138139.875000 Penalty: 2968.058350
	Iteration 60F: 3 clusters Score -1138140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1138155.750000 Penalty: 2968.058350
	Iteration 61Q: 3 clusters Score -1138156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1138173.250000 Penalty: 2968.058350
	Iteration 62Q: 3 clusters Score -1138173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1138184.375000 Penalty: 2968.058350
	Iteration 63Q: 3 clusters Score -1138184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1138201.000000 Penalty: 2968.058350
	Iteration 64Q: 3 clusters Score -1138201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1138215.250000 Penalty: 2968.058350
	Iteration 65Q: 3 clusters Score -1138215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1138230.250000 Penalty: 2968.058350
	Iteration 66Q: 3 clusters Score -1138230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1138239.500000 Penalty: 2968.058350
	Iteration 67Q: 3 clusters Score -1138240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1138251.375000 Penalty: 2968.058350
	Iteration 68Q: 3 clusters Score -1138251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1138261.000000 Penalty: 2968.058350
	Iteration 69Q: 3 clusters Score -1138261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1138278.625000 Penalty: 2968.058350
	Iteration 70Q: 3 clusters Score -1138279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1138288.125000 Penalty: 2968.058350
	Iteration 71Q: 3 clusters Score -1138288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1138299.250000 Penalty: 2968.058350
	Iteration 72Q: 3 clusters Score -1138299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1138307.375000 Penalty: 2968.058350
	Iteration 73Q: 3 clusters Score -1138307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1138315.875000 Penalty: 2968.058350
	Iteration 74Q: 3 clusters Score -1138316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1138317.375000 Penalty: 2968.058350
	Iteration 75Q: 3 clusters Score -1138317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1138321.625000 Penalty: 2968.058350
	Iteration 76Q: 3 clusters Score -1138322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1138324.875000 Penalty: 2968.058350
	Iteration 77Q: 3 clusters Score -1138325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1138325.500000 Penalty: 2968.058350
	Iteration 78Q: 3 clusters Score -1138326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1138329.625000 Penalty: 2968.058350
	Iteration 79Q: 3 clusters Score -1138330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1138327.375000 Penalty: 2968.058350
	Iteration 80F: 3 clusters Score -1138327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1138330.125000 Penalty: 2968.058350
	Iteration 81Q: 3 clusters Score -1138330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1138330.000000 Penalty: 2968.058350
	Iteration 82Q: 3 clusters Score -1138330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1138330.625000 Penalty: 2968.058350
	Iteration 83Q: 3 clusters Score -1138331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1138332.875000 Penalty: 2968.058350
	Iteration 84Q: 3 clusters Score -1138333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1138333.250000 Penalty: 2968.058350
	Iteration 85Q: 3 clusters Score -1138333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1138333.250000 Penalty: 2968.058350
	Iteration 86F: 3 clusters Score -1138333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25272.324219 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25272.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24540.261719 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24540.26 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24820.941406 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24820.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24890.046875 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -24890.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24918.802734 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -24918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24931.986328 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -24931.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24934.845703 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -24934.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24937.435547 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -24937.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24938.599609 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -24938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24939.679688 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -24939.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24939.679688 Penalty: 1850.463013
	Iteration 9F: 3 clusters Score -24939.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -264354.250000 Penalty: 1249.374023
	Iteration 0F: 2 clusters Score -264354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262126.171875 Penalty: 2498.748047
	Iteration 0F: 3 clusters Score -262126.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -262611.437500 Penalty: 2498.748047
	Iteration 1F: 3 clusters Score -262611.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -262737.562500 Penalty: 2498.748047
	Iteration 2F: 3 clusters Score -262737.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262824.000000 Penalty: 2498.748047
	Iteration 3Q: 3 clusters Score -262824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -262890.937500 Penalty: 2498.748047
	Iteration 4Q: 3 clusters Score -262890.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -262934.250000 Penalty: 2498.748047
	Iteration 5Q: 3 clusters Score -262934.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -262977.937500 Penalty: 2498.748047
	Iteration 6Q: 3 clusters Score -262977.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -263012.718750 Penalty: 2498.748047
	Iteration 7Q: 3 clusters Score -263012.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -263038.843750 Penalty: 2498.748047
	Iteration 8Q: 3 clusters Score -263038.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -263065.906250 Penalty: 2498.748047
	Iteration 9Q: 3 clusters Score -263065.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -263096.281250 Penalty: 2498.748047
	Iteration 10Q: 3 clusters Score -263096.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -263133.187500 Penalty: 2498.748047
	Iteration 11Q: 3 clusters Score -263133.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -263172.656250 Penalty: 2498.748047
	Iteration 12Q: 3 clusters Score -263172.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -263198.781250 Penalty: 2498.748047
	Iteration 13Q: 3 clusters Score -263198.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -263236.656250 Penalty: 2498.748047
	Iteration 14Q: 3 clusters Score -263236.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263297.250000 Penalty: 2498.748047
	Iteration 15Q: 3 clusters Score -263297.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -263422.906250 Penalty: 2498.748047
	Iteration 16Q: 3 clusters Score -263422.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -263638.812500 Penalty: 2498.748047
	Iteration 17Q: 3 clusters Score -263638.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -263849.781250 Penalty: 2498.748047
	Iteration 18Q: 3 clusters Score -263849.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263923.062500 Penalty: 2498.748047
	Iteration 19Q: 3 clusters Score -263923.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -263958.437500 Penalty: 2498.748047
	Iteration 20F: 3 clusters Score -263958.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -263977.218750 Penalty: 2498.748047
	Iteration 21Q: 3 clusters Score -263977.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -263990.312500 Penalty: 2498.748047
	Iteration 22Q: 3 clusters Score -263990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263999.125000 Penalty: 2498.748047
	Iteration 23Q: 3 clusters Score -263999.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -264011.687500 Penalty: 2498.748047
	Iteration 24Q: 3 clusters Score -264011.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264024.625000 Penalty: 2498.748047
	Iteration 25Q: 3 clusters Score -264024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -264036.375000 Penalty: 2498.748047
	Iteration 26Q: 3 clusters Score -264036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -264041.312500 Penalty: 2498.748047
	Iteration 27Q: 3 clusters Score -264041.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -264047.500000 Penalty: 2498.748047
	Iteration 28Q: 3 clusters Score -264047.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264052.250000 Penalty: 2498.748047
	Iteration 29Q: 3 clusters Score -264052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -264055.312500 Penalty: 2498.748047
	Iteration 30Q: 3 clusters Score -264055.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264059.968750 Penalty: 2498.748047
	Iteration 31Q: 3 clusters Score -264060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -264063.281250 Penalty: 2498.748047
	Iteration 32Q: 3 clusters Score -264063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264064.781250 Penalty: 2498.748047
	Iteration 33Q: 3 clusters Score -264064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264064.781250 Penalty: 2498.748047
	Iteration 34Q: 3 clusters Score -264064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264065.406250 Penalty: 2498.748047
	Iteration 35Q: 3 clusters Score -264065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -264065.968750 Penalty: 2498.748047
	Iteration 36Q: 3 clusters Score -264066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -264068.250000 Penalty: 2498.748047
	Iteration 37Q: 3 clusters Score -264068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264071.093750 Penalty: 2498.748047
	Iteration 38Q: 3 clusters Score -264071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264071.093750 Penalty: 2498.748047
	Iteration 39Q: 3 clusters Score -264071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264071.093750 Penalty: 2498.748047
	Iteration 40F: 3 clusters Score -264071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -65692.648438 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -65692.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64592.210938 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -64592.21 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65139.503906 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -65139.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65382.027344 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -65382.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65487.511719 Penalty: 2099.468994
	Iteration 3F: 3 clusters Score -65487.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65523.015625 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -65523.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65542.632812 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -65542.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -65545.562500 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -65545.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65546.234375 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -65546.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65546.234375 Penalty: 2099.468994
	Iteration 8F: 3 clusters Score -65546.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Entering Unmasked Estep 
Score: -1969810.875000 Penalty: 1574.149048
	Iteration 0F: 2 clusters Score -1969811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1958736.500000 Penalty: 3148.298096
	Iteration 0F: 3 clusters Score -1958736 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1962674.125000 Penalty: 3148.298096
	Iteration 1F: 3 clusters Score -1962674 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1963114.750000 Penalty: 3148.298096
	Iteration 2F: 3 clusters Score -1963115 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1963604.375000 Penalty: 3148.298096
	Iteration 3F: 3 clusters Score -1963604 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1964208.750000 Penalty: 3148.298096
	Iteration 4F: 3 clusters Score -1964209 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1964907.500000 Penalty: 3148.298096
	Iteration 5F: 3 clusters Score -1964908 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1965648.625000 Penalty: 3148.298096
	Iteration 6F: 3 clusters Score -1965649 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1966403.875000 Penalty: 3148.298096
	Iteration 7F: 3 clusters Score -1966404 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1967071.000000 Penalty: 3148.298096
	Iteration 8F: 3 clusters Score -1967071 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1967616.000000 Penalty: 3148.298096
	Iteration 9Q: 3 clusters Score -1967616 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1967964.125000 Penalty: 3148.298096
	Iteration 10Q: 3 clusters Score -1967964 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1968235.000000 Penalty: 3148.298096
	Iteration 11Q: 3 clusters Score -1968235 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1968392.375000 Penalty: 3148.298096
	Iteration 12Q: 3 clusters Score -1968392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1968489.625000 Penalty: 3148.298096
	Iteration 13Q: 3 clusters Score -1968490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1968564.500000 Penalty: 3148.298096
	Iteration 14Q: 3 clusters Score -1968564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1968613.875000 Penalty: 3148.298096
	Iteration 15Q: 3 clusters Score -1968614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1968646.500000 Penalty: 3148.298096
	Iteration 16Q: 3 clusters Score -1968646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1968668.250000 Penalty: 3148.298096
	Iteration 17Q: 3 clusters Score -1968668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1968682.250000 Penalty: 3148.298096
	Iteration 18Q: 3 clusters Score -1968682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1968699.125000 Penalty: 3148.298096
	Iteration 19Q: 3 clusters Score -1968699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1968707.000000 Penalty: 3148.298096
	Iteration 20F: 3 clusters Score -1968707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1968714.000000 Penalty: 3148.298096
	Iteration 21Q: 3 clusters Score -1968714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1968717.875000 Penalty: 3148.298096
	Iteration 22Q: 3 clusters Score -1968718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1968724.375000 Penalty: 3148.298096
	Iteration 23Q: 3 clusters Score -1968724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1968726.500000 Penalty: 3148.298096
	Iteration 24Q: 3 clusters Score -1968726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1968727.875000 Penalty: 3148.298096
	Iteration 25Q: 3 clusters Score -1968728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1968733.625000 Penalty: 3148.298096
	Iteration 26Q: 3 clusters Score -1968734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1968734.500000 Penalty: 3148.298096
	Iteration 27Q: 3 clusters Score -1968734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1968734.125000 Penalty: 3148.298096
	Iteration 28Q: 3 clusters Score -1968734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1968736.875000 Penalty: 3148.298096
	Iteration 29Q: 3 clusters Score -1968737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1968737.625000 Penalty: 3148.298096
	Iteration 30Q: 3 clusters Score -1968738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1968737.625000 Penalty: 3148.298096
	Iteration 31F: 3 clusters Score -1968738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Entering Unmasked Estep 
Score: -4912199.000000 Penalty: 1716.600952
	Iteration 0F: 2 clusters Score -4912199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4886122.000000 Penalty: 3433.201904
	Iteration 0F: 3 clusters Score -4886122 nChanged 18030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4896150.000000 Penalty: 3433.201904
	Iteration 1F: 3 clusters Score -4896150 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4896622.000000 Penalty: 3433.201904
	Iteration 2Q: 3 clusters Score -4896622 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -4897209.000000 Penalty: 3433.201904
	Iteration 3Q: 3 clusters Score -4897209 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4897871.000000 Penalty: 3433.201904
	Iteration 4Q: 3 clusters Score -4897871 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4898791.000000 Penalty: 3433.201904
	Iteration 5Q: 3 clusters Score -4898791 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4900111.500000 Penalty: 3433.201904
	Iteration 6F: 3 clusters Score -4900112 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4901655.500000 Penalty: 3433.201904
	Iteration 7F: 3 clusters Score -4901656 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4903436.000000 Penalty: 3433.201904
	Iteration 8F: 3 clusters Score -4903436 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -4905207.500000 Penalty: 3433.201904
	Iteration 9F: 3 clusters Score -4905208 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4906724.000000 Penalty: 3433.201904
	Iteration 10Q: 3 clusters Score -4906724 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4907836.000000 Penalty: 3433.201904
	Iteration 11Q: 3 clusters Score -4907836 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4908640.000000 Penalty: 3433.201904
	Iteration 12Q: 3 clusters Score -4908640 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4909289.500000 Penalty: 3433.201904
	Iteration 13Q: 3 clusters Score -4909290 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4909758.500000 Penalty: 3433.201904
	Iteration 14Q: 3 clusters Score -4909758 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4910030.000000 Penalty: 3433.201904
	Iteration 15Q: 3 clusters Score -4910030 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4910228.500000 Penalty: 3433.201904
	Iteration 16Q: 3 clusters Score -4910228 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4910377.000000 Penalty: 3433.201904
	Iteration 17Q: 3 clusters Score -4910377 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4910477.000000 Penalty: 3433.201904
	Iteration 18Q: 3 clusters Score -4910477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4910543.000000 Penalty: 3433.201904
	Iteration 19Q: 3 clusters Score -4910543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4910581.000000 Penalty: 3433.201904
	Iteration 20F: 3 clusters Score -4910581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4910616.000000 Penalty: 3433.201904
	Iteration 21Q: 3 clusters Score -4910616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4910636.500000 Penalty: 3433.201904
	Iteration 22Q: 3 clusters Score -4910636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -4910653.500000 Penalty: 3433.201904
	Iteration 23Q: 3 clusters Score -4910654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4910666.500000 Penalty: 3433.201904
	Iteration 24Q: 3 clusters Score -4910666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -4910668.500000 Penalty: 3433.201904
	Iteration 25Q: 3 clusters Score -4910668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -4910676.000000 Penalty: 3433.201904
	Iteration 26Q: 3 clusters Score -4910676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4910679.500000 Penalty: 3433.201904
	Iteration 27Q: 3 clusters Score -4910680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -4910678.000000 Penalty: 3433.201904
	Iteration 28Q: 3 clusters Score -4910678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4910687.000000 Penalty: 3433.201904
	Iteration 29Q: 3 clusters Score -4910687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -4910694.500000 Penalty: 3433.201904
	Iteration 30Q: 3 clusters Score -4910694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4910696.000000 Penalty: 3433.201904
	Iteration 31Q: 3 clusters Score -4910696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -4910695.500000 Penalty: 3433.201904
	Iteration 32Q: 3 clusters Score -4910696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4910702.000000 Penalty: 3433.201904
	Iteration 33Q: 3 clusters Score -4910702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4910703.000000 Penalty: 3433.201904
	Iteration 34Q: 3 clusters Score -4910703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4910705.500000 Penalty: 3433.201904
	Iteration 35Q: 3 clusters Score -4910706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -4910712.000000 Penalty: 3433.201904
	Iteration 36Q: 3 clusters Score -4910712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -4910712.000000 Penalty: 3433.201904
	Iteration 37F: 3 clusters Score -4910712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -83959.898438 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -83959.9 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 375 members 
Entering Unmasked Estep 
Score: -82698.132812 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -82698.13 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82968.328125 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -82968.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83095.203125 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -83095.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83198.382812 Penalty: 2149.349854
	Iteration 3F: 3 clusters Score -83198.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83258.781250 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -83258.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83299.664062 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -83299.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83312.515625 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -83312.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83326.656250 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -83326.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83332.007812 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -83332.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83337.804688 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -83337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83339.406250 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -83339.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83342.015625 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -83342.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83342.015625 Penalty: 2149.349854
	Iteration 12F: 3 clusters Score -83342.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (134513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134513 members 
Entering Unmasked Estep 
Score: -17016436.000000 Penalty: 1919.030029
	Iteration 0F: 2 clusters Score -1.701644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -16935358.000000 Penalty: 3838.060059
	Iteration 0F: 3 clusters Score -1.693536e+07 nChanged 64700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -16974760.000000 Penalty: 3838.060059
	Iteration 1F: 3 clusters Score -1.697476e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -16976702.000000 Penalty: 3838.060059
	Iteration 2Q: 3 clusters Score -1.69767e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -16979708.000000 Penalty: 3838.060059
	Iteration 3Q: 3 clusters Score -1.697971e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -16984484.000000 Penalty: 3838.060059
	Iteration 4F: 3 clusters Score -1.698448e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -16991306.000000 Penalty: 3838.060059
	Iteration 5F: 3 clusters Score -1.699131e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -16998916.000000 Penalty: 3838.060059
	Iteration 6F: 3 clusters Score -1.699892e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -17004966.000000 Penalty: 3838.060059
	Iteration 7F: 3 clusters Score -1.700497e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -17008620.000000 Penalty: 3838.060059
	Iteration 8Q: 3 clusters Score -1.700862e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115520 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -17010606.000000 Penalty: 3838.060059
	Iteration 9Q: 3 clusters Score -1.701061e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118236 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -17011704.000000 Penalty: 3838.060059
	Iteration 10Q: 3 clusters Score -1.70117e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -17012374.000000 Penalty: 3838.060059
	Iteration 11Q: 3 clusters Score -1.701237e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -17012880.000000 Penalty: 3838.060059
	Iteration 12Q: 3 clusters Score -1.701288e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -17013196.000000 Penalty: 3838.060059
	Iteration 13Q: 3 clusters Score -1.70132e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127050 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -17013520.000000 Penalty: 3838.060059
	Iteration 14Q: 3 clusters Score -1.701352e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128735 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -17013740.000000 Penalty: 3838.060059
	Iteration 15Q: 3 clusters Score -1.701374e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130036 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -17013976.000000 Penalty: 3838.060059
	Iteration 16Q: 3 clusters Score -1.701398e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -17014178.000000 Penalty: 3838.060059
	Iteration 17Q: 3 clusters Score -1.701418e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131826 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -17014366.000000 Penalty: 3838.060059
	Iteration 18Q: 3 clusters Score -1.701437e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17014574.000000 Penalty: 3838.060059
	Iteration 19Q: 3 clusters Score -1.701457e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17014666.000000 Penalty: 3838.060059
	Iteration 20F: 3 clusters Score -1.701467e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133025 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -17014706.000000 Penalty: 3838.060059
	Iteration 21Q: 3 clusters Score -1.701471e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133188 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17014754.000000 Penalty: 3838.060059
	Iteration 22Q: 3 clusters Score -1.701475e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133319 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17014778.000000 Penalty: 3838.060059
	Iteration 23Q: 3 clusters Score -1.701478e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133416 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -17014816.000000 Penalty: 3838.060059
	Iteration 24Q: 3 clusters Score -1.701482e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133498 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17014860.000000 Penalty: 3838.060059
	Iteration 25Q: 3 clusters Score -1.701486e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17014886.000000 Penalty: 3838.060059
	Iteration 26Q: 3 clusters Score -1.701489e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17014924.000000 Penalty: 3838.060059
	Iteration 27Q: 3 clusters Score -1.701492e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133665 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -17014956.000000 Penalty: 3838.060059
	Iteration 28Q: 3 clusters Score -1.701496e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133699 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -17014954.000000 Penalty: 3838.060059
	Iteration 29Q: 3 clusters Score -1.701495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133726 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17014968.000000 Penalty: 3838.060059
	Iteration 30Q: 3 clusters Score -1.701497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17014982.000000 Penalty: 3838.060059
	Iteration 31Q: 3 clusters Score -1.701498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -17015000.000000 Penalty: 3838.060059
	Iteration 32Q: 3 clusters Score -1.7015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17014998.000000 Penalty: 3838.060059
	Iteration 33Q: 3 clusters Score -1.7015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133794 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17014984.000000 Penalty: 3838.060059
	Iteration 34Q: 3 clusters Score -1.701498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133800 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17014998.000000 Penalty: 3838.060059
	Iteration 35Q: 3 clusters Score -1.7015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133804 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17015008.000000 Penalty: 3838.060059
	Iteration 36Q: 3 clusters Score -1.701501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133808 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -17015004.000000 Penalty: 3838.060059
	Iteration 37Q: 3 clusters Score -1.7015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133813 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -17014992.000000 Penalty: 3838.060059
	Iteration 38Q: 3 clusters Score -1.701499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133820 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17015002.000000 Penalty: 3838.060059
	Iteration 39Q: 3 clusters Score -1.7015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17015004.000000 Penalty: 3838.060059
	Iteration 40F: 3 clusters Score -1.7015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17014994.000000 Penalty: 3838.060059
	Iteration 41Q: 3 clusters Score -1.701499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133829 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -17014996.000000 Penalty: 3838.060059
	Iteration 42Q: 3 clusters Score -1.7015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -17015012.000000 Penalty: 3838.060059
	Iteration 43Q: 3 clusters Score -1.701501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -17015004.000000 Penalty: 3838.060059
	Iteration 44Q: 3 clusters Score -1.7015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -17015004.000000 Penalty: 3838.060059
	Iteration 45Q: 3 clusters Score -1.7015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -17015002.000000 Penalty: 3838.060059
	Iteration 46Q: 3 clusters Score -1.7015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -17015006.000000 Penalty: 3838.060059
	Iteration 47Q: 3 clusters Score -1.701501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -17015006.000000 Penalty: 3838.060059
	Iteration 48F: 3 clusters Score -1.701501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -595356.500000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -595356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -591516.562500 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -591516.6 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -593078.312500 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -593078.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -593833.875000 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -593833.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -594325.062500 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -594325.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -594612.000000 Penalty: 2767.762451
	Iteration 4F: 3 clusters Score -594612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -594780.562500 Penalty: 2767.762451
	Iteration 5Q: 3 clusters Score -594780.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -594876.187500 Penalty: 2767.762451
	Iteration 6Q: 3 clusters Score -594876.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -594922.500000 Penalty: 2767.762451
	Iteration 7Q: 3 clusters Score -594922.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -594955.687500 Penalty: 2767.762451
	Iteration 8Q: 3 clusters Score -594955.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -594977.562500 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -594977.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -595002.062500 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -595002.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -595023.875000 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -595023.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -595044.062500 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -595044.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -595061.625000 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -595061.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -595080.500000 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -595080.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -595101.937500 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -595101.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -595117.187500 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -595117.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -595127.687500 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -595127.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -595133.500000 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -595133.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -595139.000000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -595139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -595144.812500 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -595144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -595146.562500 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -595146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -595150.000000 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -595150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -595154.437500 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -595154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -595154.500000 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -595154.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -595158.500000 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -595158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -595162.125000 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -595162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -595164.125000 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -595164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -595164.812500 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -595164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -595166.437500 Penalty: 2767.762451
	Iteration 29Q: 3 clusters Score -595166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -595171.125000 Penalty: 2767.762451
	Iteration 30Q: 3 clusters Score -595171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -595173.937500 Penalty: 2767.762451
	Iteration 31Q: 3 clusters Score -595173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -595173.875000 Penalty: 2767.762451
	Iteration 32Q: 3 clusters Score -595173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -595175.000000 Penalty: 2767.762451
	Iteration 33Q: 3 clusters Score -595175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -595175.062500 Penalty: 2767.762451
	Iteration 34Q: 3 clusters Score -595175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -595174.375000 Penalty: 2767.762451
	Iteration 35Q: 3 clusters Score -595174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -595174.750000 Penalty: 2767.762451
	Iteration 36Q: 3 clusters Score -595174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -595174.750000 Penalty: 2767.762451
	Iteration 37F: 3 clusters Score -595174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13981.120117 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -13981.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13339.360352 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13339.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13688.702148 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13688.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13825.480469 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13825.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13871.154297 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -13871.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13893.870117 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -13893.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13898.832031 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13898.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13898.832031 Penalty: 1824.266602
	Iteration 6F: 3 clusters Score -13898.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53647.277344 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53647.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52655.191406 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52655.19 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52961.660156 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52961.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53092.550781 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -53092.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53183.410156 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -53183.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53244.003906 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -53244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53263.535156 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -53263.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53276.835938 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53276.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53293.480469 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53293.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53301.953125 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53301.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53302.343750 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53302.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53303.449219 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -53303.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53305.757812 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -53305.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53306.796875 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -53306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53308.230469 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -53308.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53308.671875 Penalty: 2028.722534
	Iteration 14Q: 3 clusters Score -53308.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53309.074219 Penalty: 2028.722534
	Iteration 15Q: 3 clusters Score -53309.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53309.074219 Penalty: 2028.722534
	Iteration 16F: 3 clusters Score -53309.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -24183.392578 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -24183.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23446.001953 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -23446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23756.777344 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -23756.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23926.039062 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -23926.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24137.488281 Penalty: 1887.646362
	Iteration 3F: 3 clusters Score -24137.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24191.429688 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -24191.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24207.216797 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -24207.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24252.822266 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -24252.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24275.921875 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -24275.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24288.136719 Penalty: 1887.646362
	Iteration 8Q: 3 clusters Score -24288.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24297.035156 Penalty: 1887.646362
	Iteration 9Q: 3 clusters Score -24297.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24317.875000 Penalty: 1887.646362
	Iteration 10Q: 3 clusters Score -24317.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24329.800781 Penalty: 1887.646362
	Iteration 11Q: 3 clusters Score -24329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24348.876953 Penalty: 1887.646362
	Iteration 12Q: 3 clusters Score -24348.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24401.486328 Penalty: 1887.646362
	Iteration 13Q: 3 clusters Score -24401.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24408.781250 Penalty: 1887.646362
	Iteration 14Q: 3 clusters Score -24408.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24438.869141 Penalty: 1887.646362
	Iteration 15Q: 3 clusters Score -24438.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24443.750000 Penalty: 1887.646362
	Iteration 16F: 3 clusters Score -24443.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24473.601562 Penalty: 1887.646362
	Iteration 17Q: 3 clusters Score -24473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24478.367188 Penalty: 1887.646362
	Iteration 18Q: 3 clusters Score -24478.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24478.367188 Penalty: 1887.646362
	Iteration 19F: 3 clusters Score -24478.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103761 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117527 members 
Mstep: Class 10 contains 119121 members 
Mstep: Class 11 contains 52314 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100414 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117580 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107614 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 198 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 38704 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134513 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 135 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
Score: -141746176.000000 Penalty: 97552.609375
Splitting cluster 34 changes total score from -141747360.000000 to -141746176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25174.341797 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -25174.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24382.050781 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -24382.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24592.761719 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -24592.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24696.228516 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -24696.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24763.160156 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -24763.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24866.470703 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -24866.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24909.523438 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -24909.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24965.214844 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -24965.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25042.144531 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -25042.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25208.830078 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -25208.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25270.359375 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -25270.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25278.667969 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -25278.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25314.998047 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -25315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25357.230469 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -25357.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25364.337891 Penalty: 1853.729370
	Iteration 13Q: 3 clusters Score -25364.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25366.007812 Penalty: 1853.729370
	Iteration 14F: 3 clusters Score -25366.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25369.275391 Penalty: 1853.729370
	Iteration 15Q: 3 clusters Score -25369.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25369.275391 Penalty: 1853.729370
	Iteration 16F: 3 clusters Score -25369.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103761 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117527 members 
Mstep: Class 10 contains 119121 members 
Mstep: Class 11 contains 52314 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100414 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117580 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107614 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 38704 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134513 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
Score: -141746016.000000 Penalty: 97552.609375
Splitting cluster 35 changes total score from -141747360.000000 to -141746016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (38523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Entering Unmasked Estep 
Score: -4880651.000000 Penalty: 1715.839233
	Iteration 0F: 2 clusters Score -4880651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4854809.500000 Penalty: 3431.678467
	Iteration 0F: 3 clusters Score -4854810 nChanged 18022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4864958.000000 Penalty: 3431.678467
	Iteration 1F: 3 clusters Score -4864958 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -4865620.000000 Penalty: 3431.678467
	Iteration 2Q: 3 clusters Score -4865620 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4866431.000000 Penalty: 3431.678467
	Iteration 3Q: 3 clusters Score -4866431 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4867439.500000 Penalty: 3431.678467
	Iteration 4Q: 3 clusters Score -4867440 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4868745.500000 Penalty: 3431.678467
	Iteration 5F: 3 clusters Score -4868746 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4870256.000000 Penalty: 3431.678467
	Iteration 6F: 3 clusters Score -4870256 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -4871768.500000 Penalty: 3431.678467
	Iteration 7F: 3 clusters Score -4871768 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4873305.000000 Penalty: 3431.678467
	Iteration 8F: 3 clusters Score -4873305 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4874643.000000 Penalty: 3431.678467
	Iteration 9F: 3 clusters Score -4874643 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4875916.500000 Penalty: 3431.678467
	Iteration 10Q: 3 clusters Score -4875916 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4876910.500000 Penalty: 3431.678467
	Iteration 11Q: 3 clusters Score -4876910 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4877665.500000 Penalty: 3431.678467
	Iteration 12Q: 3 clusters Score -4877666 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4878241.000000 Penalty: 3431.678467
	Iteration 13Q: 3 clusters Score -4878241 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4878565.000000 Penalty: 3431.678467
	Iteration 14Q: 3 clusters Score -4878565 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4878763.500000 Penalty: 3431.678467
	Iteration 15Q: 3 clusters Score -4878764 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4878888.500000 Penalty: 3431.678467
	Iteration 16Q: 3 clusters Score -4878888 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4878974.000000 Penalty: 3431.678467
	Iteration 17Q: 3 clusters Score -4878974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4879040.500000 Penalty: 3431.678467
	Iteration 18Q: 3 clusters Score -4879040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4879091.500000 Penalty: 3431.678467
	Iteration 19Q: 3 clusters Score -4879092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4879120.000000 Penalty: 3431.678467
	Iteration 20F: 3 clusters Score -4879120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4879141.500000 Penalty: 3431.678467
	Iteration 21Q: 3 clusters Score -4879142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4879163.000000 Penalty: 3431.678467
	Iteration 22Q: 3 clusters Score -4879163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4879173.000000 Penalty: 3431.678467
	Iteration 23Q: 3 clusters Score -4879173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4879180.000000 Penalty: 3431.678467
	Iteration 24Q: 3 clusters Score -4879180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4879191.500000 Penalty: 3431.678467
	Iteration 25Q: 3 clusters Score -4879192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4879196.500000 Penalty: 3431.678467
	Iteration 26Q: 3 clusters Score -4879196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4879198.500000 Penalty: 3431.678467
	Iteration 27Q: 3 clusters Score -4879198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4879199.500000 Penalty: 3431.678467
	Iteration 28Q: 3 clusters Score -4879200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4879207.000000 Penalty: 3431.678467
	Iteration 29Q: 3 clusters Score -4879207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4879216.000000 Penalty: 3431.678467
	Iteration 30Q: 3 clusters Score -4879216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4879219.500000 Penalty: 3431.678467
	Iteration 31Q: 3 clusters Score -4879220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4879219.000000 Penalty: 3431.678467
	Iteration 32Q: 3 clusters Score -4879219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4879214.500000 Penalty: 3431.678467
	Iteration 33Q: 3 clusters Score -4879214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4879215.000000 Penalty: 3431.678467
	Iteration 34Q: 3 clusters Score -4879215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4879220.000000 Penalty: 3431.678467
	Iteration 35Q: 3 clusters Score -4879220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4879220.000000 Penalty: 3431.678467
	Iteration 36F: 3 clusters Score -4879220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -364075.687500 Penalty: 1302.275757
	Iteration 0F: 2 clusters Score -364075.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -361363.531250 Penalty: 2604.551514
	Iteration 0F: 3 clusters Score -361363.5 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362162.531250 Penalty: 2604.551514
	Iteration 1F: 3 clusters Score -362162.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -362446.781250 Penalty: 2604.551514
	Iteration 2F: 3 clusters Score -362446.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -362725.156250 Penalty: 2604.551514
	Iteration 3F: 3 clusters Score -362725.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -362977.656250 Penalty: 2604.551514
	Iteration 4F: 3 clusters Score -362977.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -363180.718750 Penalty: 2604.551514
	Iteration 5F: 3 clusters Score -363180.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -363374.750000 Penalty: 2604.551514
	Iteration 6F: 3 clusters Score -363374.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -363486.375000 Penalty: 2604.551514
	Iteration 7Q: 3 clusters Score -363486.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -363561.000000 Penalty: 2604.551514
	Iteration 8Q: 3 clusters Score -363561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -363626.468750 Penalty: 2604.551514
	Iteration 9Q: 3 clusters Score -363626.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -363680.375000 Penalty: 2604.551514
	Iteration 10Q: 3 clusters Score -363680.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -363710.656250 Penalty: 2604.551514
	Iteration 11Q: 3 clusters Score -363710.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -363727.437500 Penalty: 2604.551514
	Iteration 12Q: 3 clusters Score -363727.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -363738.906250 Penalty: 2604.551514
	Iteration 13Q: 3 clusters Score -363738.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -363745.281250 Penalty: 2604.551514
	Iteration 14Q: 3 clusters Score -363745.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -363748.375000 Penalty: 2604.551514
	Iteration 15Q: 3 clusters Score -363748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -363751.625000 Penalty: 2604.551514
	Iteration 16Q: 3 clusters Score -363751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -363751.875000 Penalty: 2604.551514
	Iteration 17Q: 3 clusters Score -363751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -363753.187500 Penalty: 2604.551514
	Iteration 18Q: 3 clusters Score -363753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -363753.187500 Penalty: 2604.551514
	Iteration 19F: 3 clusters Score -363753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -34488.789062 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -34488.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33586.980469 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -33586.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33664.492188 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -33664.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33696.394531 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -33696.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33707.417969 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -33707.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33720.863281 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -33720.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33745.832031 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -33745.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33770.949219 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -33770.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33781.171875 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -33781.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33781.171875 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -33781.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -8115.173828 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -8115.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7354.800781 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -7354.801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7587.925781 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -7587.926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7704.590332 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -7704.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7788.733398 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -7788.733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7803.031250 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -7803.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7803.031250 Penalty: 1842.711304
	Iteration 5F: 3 clusters Score -7803.031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Entering Unmasked Estep 
Score: -1867065.375000 Penalty: 1565.051880
	Iteration 0F: 2 clusters Score -1867065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1856578.250000 Penalty: 3130.103760
	Iteration 0F: 3 clusters Score -1856578 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1860214.625000 Penalty: 3130.103760
	Iteration 1F: 3 clusters Score -1860215 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1860587.625000 Penalty: 3130.103760
	Iteration 2F: 3 clusters Score -1860588 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1860885.125000 Penalty: 3130.103760
	Iteration 3F: 3 clusters Score -1860885 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1861159.250000 Penalty: 3130.103760
	Iteration 4Q: 3 clusters Score -1861159 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1861418.500000 Penalty: 3130.103760
	Iteration 5Q: 3 clusters Score -1861418 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1861697.000000 Penalty: 3130.103760
	Iteration 6Q: 3 clusters Score -1861697 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1861991.875000 Penalty: 3130.103760
	Iteration 7Q: 3 clusters Score -1861992 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1862302.250000 Penalty: 3130.103760
	Iteration 8Q: 3 clusters Score -1862302 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1862676.250000 Penalty: 3130.103760
	Iteration 9Q: 3 clusters Score -1862676 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1863017.500000 Penalty: 3130.103760
	Iteration 10Q: 3 clusters Score -1863018 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1863297.500000 Penalty: 3130.103760
	Iteration 11Q: 3 clusters Score -1863298 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1863515.875000 Penalty: 3130.103760
	Iteration 12Q: 3 clusters Score -1863516 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1863677.750000 Penalty: 3130.103760
	Iteration 13Q: 3 clusters Score -1863678 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1863817.875000 Penalty: 3130.103760
	Iteration 14Q: 3 clusters Score -1863818 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1863918.125000 Penalty: 3130.103760
	Iteration 15Q: 3 clusters Score -1863918 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1864012.375000 Penalty: 3130.103760
	Iteration 16Q: 3 clusters Score -1864012 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1864133.250000 Penalty: 3130.103760
	Iteration 17Q: 3 clusters Score -1864133 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1864255.875000 Penalty: 3130.103760
	Iteration 18Q: 3 clusters Score -1864256 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1864379.625000 Penalty: 3130.103760
	Iteration 19Q: 3 clusters Score -1864380 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1864499.125000 Penalty: 3130.103760
	Iteration 20F: 3 clusters Score -1864499 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1864629.500000 Penalty: 3130.103760
	Iteration 21Q: 3 clusters Score -1864630 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1864760.750000 Penalty: 3130.103760
	Iteration 22Q: 3 clusters Score -1864761 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1864873.875000 Penalty: 3130.103760
	Iteration 23Q: 3 clusters Score -1864874 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1865008.750000 Penalty: 3130.103760
	Iteration 24Q: 3 clusters Score -1865009 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1865126.625000 Penalty: 3130.103760
	Iteration 25Q: 3 clusters Score -1865127 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1865236.625000 Penalty: 3130.103760
	Iteration 26Q: 3 clusters Score -1865237 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1865326.625000 Penalty: 3130.103760
	Iteration 27Q: 3 clusters Score -1865327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1865405.625000 Penalty: 3130.103760
	Iteration 28Q: 3 clusters Score -1865406 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1865458.625000 Penalty: 3130.103760
	Iteration 29Q: 3 clusters Score -1865459 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1865502.125000 Penalty: 3130.103760
	Iteration 30Q: 3 clusters Score -1865502 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1865532.125000 Penalty: 3130.103760
	Iteration 31Q: 3 clusters Score -1865532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1865562.750000 Penalty: 3130.103760
	Iteration 32Q: 3 clusters Score -1865563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1865584.000000 Penalty: 3130.103760
	Iteration 33Q: 3 clusters Score -1865584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1865598.750000 Penalty: 3130.103760
	Iteration 34Q: 3 clusters Score -1865599 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1865613.750000 Penalty: 3130.103760
	Iteration 35Q: 3 clusters Score -1865614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1865616.375000 Penalty: 3130.103760
	Iteration 36Q: 3 clusters Score -1865616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1865620.250000 Penalty: 3130.103760
	Iteration 37Q: 3 clusters Score -1865620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1865632.625000 Penalty: 3130.103760
	Iteration 38Q: 3 clusters Score -1865633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1865639.000000 Penalty: 3130.103760
	Iteration 39Q: 3 clusters Score -1865639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1865648.875000 Penalty: 3130.103760
	Iteration 40F: 3 clusters Score -1865649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1865663.500000 Penalty: 3130.103760
	Iteration 41Q: 3 clusters Score -1865664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1865678.625000 Penalty: 3130.103760
	Iteration 42Q: 3 clusters Score -1865679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1865713.375000 Penalty: 3130.103760
	Iteration 43Q: 3 clusters Score -1865713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1865734.250000 Penalty: 3130.103760
	Iteration 44Q: 3 clusters Score -1865734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1865781.375000 Penalty: 3130.103760
	Iteration 45Q: 3 clusters Score -1865781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1865824.000000 Penalty: 3130.103760
	Iteration 46Q: 3 clusters Score -1865824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1865874.875000 Penalty: 3130.103760
	Iteration 47Q: 3 clusters Score -1865875 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1865940.625000 Penalty: 3130.103760
	Iteration 48Q: 3 clusters Score -1865941 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1865998.125000 Penalty: 3130.103760
	Iteration 49Q: 3 clusters Score -1865998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1866045.125000 Penalty: 3130.103760
	Iteration 50Q: 3 clusters Score -1866045 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1866077.875000 Penalty: 3130.103760
	Iteration 51Q: 3 clusters Score -1866078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1866119.250000 Penalty: 3130.103760
	Iteration 52Q: 3 clusters Score -1866119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1866137.250000 Penalty: 3130.103760
	Iteration 53Q: 3 clusters Score -1866137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1866162.250000 Penalty: 3130.103760
	Iteration 54Q: 3 clusters Score -1866162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1866173.250000 Penalty: 3130.103760
	Iteration 55Q: 3 clusters Score -1866173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1866189.000000 Penalty: 3130.103760
	Iteration 56Q: 3 clusters Score -1866189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1866198.625000 Penalty: 3130.103760
	Iteration 57Q: 3 clusters Score -1866199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1866207.250000 Penalty: 3130.103760
	Iteration 58Q: 3 clusters Score -1866207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1866211.875000 Penalty: 3130.103760
	Iteration 59Q: 3 clusters Score -1866212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1866218.500000 Penalty: 3130.103760
	Iteration 60F: 3 clusters Score -1866218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1866223.250000 Penalty: 3130.103760
	Iteration 61Q: 3 clusters Score -1866223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1866228.125000 Penalty: 3130.103760
	Iteration 62Q: 3 clusters Score -1866228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1866235.125000 Penalty: 3130.103760
	Iteration 63Q: 3 clusters Score -1866235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1866237.125000 Penalty: 3130.103760
	Iteration 64Q: 3 clusters Score -1866237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1866239.625000 Penalty: 3130.103760
	Iteration 65Q: 3 clusters Score -1866240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1866244.125000 Penalty: 3130.103760
	Iteration 66Q: 3 clusters Score -1866244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1866250.125000 Penalty: 3130.103760
	Iteration 67Q: 3 clusters Score -1866250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1866255.500000 Penalty: 3130.103760
	Iteration 68Q: 3 clusters Score -1866256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1866256.000000 Penalty: 3130.103760
	Iteration 69Q: 3 clusters Score -1866256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1866259.375000 Penalty: 3130.103760
	Iteration 70Q: 3 clusters Score -1866259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1866267.375000 Penalty: 3130.103760
	Iteration 71Q: 3 clusters Score -1866267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1866275.125000 Penalty: 3130.103760
	Iteration 72Q: 3 clusters Score -1866275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1866280.625000 Penalty: 3130.103760
	Iteration 73Q: 3 clusters Score -1866281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1866281.625000 Penalty: 3130.103760
	Iteration 74Q: 3 clusters Score -1866282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1866285.875000 Penalty: 3130.103760
	Iteration 75Q: 3 clusters Score -1866286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1866289.125000 Penalty: 3130.103760
	Iteration 76Q: 3 clusters Score -1866289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1866288.750000 Penalty: 3130.103760
	Iteration 77Q: 3 clusters Score -1866289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1866291.500000 Penalty: 3130.103760
	Iteration 78Q: 3 clusters Score -1866292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1866290.000000 Penalty: 3130.103760
	Iteration 79Q: 3 clusters Score -1866290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1866296.000000 Penalty: 3130.103760
	Iteration 80F: 3 clusters Score -1866296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1866298.125000 Penalty: 3130.103760
	Iteration 81Q: 3 clusters Score -1866298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1866299.125000 Penalty: 3130.103760
	Iteration 82Q: 3 clusters Score -1866299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1866299.500000 Penalty: 3130.103760
	Iteration 83Q: 3 clusters Score -1866300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1866304.125000 Penalty: 3130.103760
	Iteration 84Q: 3 clusters Score -1866304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1866303.375000 Penalty: 3130.103760
	Iteration 85Q: 3 clusters Score -1866303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1866308.750000 Penalty: 3130.103760
	Iteration 86Q: 3 clusters Score -1866309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1866311.875000 Penalty: 3130.103760
	Iteration 87Q: 3 clusters Score -1866312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1866312.250000 Penalty: 3130.103760
	Iteration 88Q: 3 clusters Score -1866312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1866312.250000 Penalty: 3130.103760
	Iteration 89Q: 3 clusters Score -1866312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1866313.125000 Penalty: 3130.103760
	Iteration 90Q: 3 clusters Score -1866313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1866310.375000 Penalty: 3130.103760
	Iteration 91Q: 3 clusters Score -1866310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1866308.375000 Penalty: 3130.103760
	Iteration 92Q: 3 clusters Score -1866308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1866308.750000 Penalty: 3130.103760
	Iteration 93Q: 3 clusters Score -1866309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1866308.750000 Penalty: 3130.103760
	Iteration 94F: 3 clusters Score -1866309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -28266.572266 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -28266.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27453.357422 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -27453.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27573.787109 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -27573.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27588.792969 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -27588.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27600.912109 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -27600.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27603.236328 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -27603.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27603.236328 Penalty: 1809.712036
	Iteration 5F: 3 clusters Score -27603.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9435.214844 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9435.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8895.866211 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8895.866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8925.329102 Penalty: 1486.781006
	Iteration 1Q: 3 clusters Score -8925.329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8929.449219 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -8929.449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8929.449219 Penalty: 1486.781006
	Iteration 3F: 3 clusters Score -8929.449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -89182.343750 Penalty: 1083.380493
	Iteration 0F: 2 clusters Score -89182.34 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 391 members 
Entering Unmasked Estep 
Score: -87922.265625 Penalty: 2166.760986
	Iteration 0F: 3 clusters Score -87922.27 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88225.382812 Penalty: 2166.760986
	Iteration 1F: 3 clusters Score -88225.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88329.210938 Penalty: 2166.760986
	Iteration 2F: 3 clusters Score -88329.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88422.539062 Penalty: 2166.760986
	Iteration 3F: 3 clusters Score -88422.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88482.703125 Penalty: 2166.760986
	Iteration 4Q: 3 clusters Score -88482.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88536.648438 Penalty: 2166.760986
	Iteration 5Q: 3 clusters Score -88536.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88569.554688 Penalty: 2166.760986
	Iteration 6Q: 3 clusters Score -88569.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88602.289062 Penalty: 2166.760986
	Iteration 7Q: 3 clusters Score -88602.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88622.976562 Penalty: 2166.760986
	Iteration 8Q: 3 clusters Score -88622.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88640.679688 Penalty: 2166.760986
	Iteration 9Q: 3 clusters Score -88640.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88659.601562 Penalty: 2166.760986
	Iteration 10Q: 3 clusters Score -88659.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88680.218750 Penalty: 2166.760986
	Iteration 11Q: 3 clusters Score -88680.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88693.914062 Penalty: 2166.760986
	Iteration 12Q: 3 clusters Score -88693.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88705.859375 Penalty: 2166.760986
	Iteration 13Q: 3 clusters Score -88705.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88720.015625 Penalty: 2166.760986
	Iteration 14Q: 3 clusters Score -88720.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88730.968750 Penalty: 2166.760986
	Iteration 15Q: 3 clusters Score -88730.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88737.148438 Penalty: 2166.760986
	Iteration 16Q: 3 clusters Score -88737.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88737.757812 Penalty: 2166.760986
	Iteration 17Q: 3 clusters Score -88737.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88737.757812 Penalty: 2166.760986
	Iteration 18F: 3 clusters Score -88737.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 103761 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117527 members 
Mstep: Class 10 contains 119121 members 
Mstep: Class 11 contains 52314 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100414 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117580 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107614 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 38704 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134513 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 95283.945312
Iteration 439Q: 43 clusters Score -1.417472e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103766 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4591 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 117532 members 
Mstep: Class 10 contains 119125 members 
Mstep: Class 11 contains 52319 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100387 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117581 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107612 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16107 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134520 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38521 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15232 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747264.000000 Penalty: 95283.945312
Iteration 440F: 43 clusters Score -1.417473e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103770 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117540 members 
Mstep: Class 10 contains 119114 members 
Mstep: Class 11 contains 52324 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100362 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117592 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107604 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16107 members 
Mstep: Class 28 contains 38713 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134534 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38525 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15229 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747312.000000 Penalty: 95283.945312
Iteration 441Q: 43 clusters Score -1.417473e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110242 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103770 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117551 members 
Mstep: Class 10 contains 119109 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100334 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117597 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107600 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 38712 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134546 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38524 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15229 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747488.000000 Penalty: 95283.945312
Iteration 442Q: 43 clusters Score -1.417475e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110242 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103772 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117561 members 
Mstep: Class 10 contains 119116 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100309 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5191 members 
Mstep: Class 18 contains 117603 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107591 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 38712 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134556 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38521 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15230 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747472.000000 Penalty: 95283.945312
Iteration 443Q: 43 clusters Score -1.417475e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110235 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103777 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117560 members 
Mstep: Class 10 contains 119123 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100295 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117605 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107573 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 38719 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134575 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38522 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15230 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747408.000000 Penalty: 95283.945312
Iteration 444Q: 43 clusters Score -1.417474e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103777 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 117561 members 
Mstep: Class 10 contains 119126 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100279 members 
Mstep: Class 15 contains 14481 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117601 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107562 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 38723 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134593 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38521 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15230 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747392.000000 Penalty: 95283.945312
Iteration 445Q: 43 clusters Score -1.417474e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103780 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 117558 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100270 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117596 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107556 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16107 members 
Mstep: Class 28 contains 38729 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134603 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38521 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15231 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747312.000000 Penalty: 95283.945312
Iteration 446Q: 43 clusters Score -1.417473e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103783 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 117552 members 
Mstep: Class 10 contains 119129 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100260 members 
Mstep: Class 15 contains 14483 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 117601 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107543 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 38733 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134618 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38519 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15234 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747328.000000 Penalty: 95283.945312
Iteration 447Q: 43 clusters Score -1.417473e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103787 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 117539 members 
Mstep: Class 10 contains 119139 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100251 members 
Mstep: Class 15 contains 14483 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 117604 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107531 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 38743 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134621 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38522 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15235 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747184.000000 Penalty: 95283.945312
Iteration 448Q: 43 clusters Score -1.417472e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103793 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 117535 members 
Mstep: Class 10 contains 119131 members 
Mstep: Class 11 contains 52324 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100247 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 117604 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107523 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 38753 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134630 members 
Mstep: Class 31 contains 4996 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38525 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15234 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747312.000000 Penalty: 95283.945312
Iteration 449Q: 43 clusters Score -1.417473e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 103799 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 117525 members 
Mstep: Class 10 contains 119134 members 
Mstep: Class 11 contains 52323 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100243 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117606 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107513 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 38758 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134631 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38525 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15235 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 95283.945312
Iteration 450Q: 43 clusters Score -1.417472e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 103806 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 117511 members 
Mstep: Class 10 contains 119134 members 
Mstep: Class 11 contains 52324 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100232 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117601 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107508 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 38763 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134643 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38532 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15234 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747136.000000 Penalty: 95283.945312
Iteration 451Q: 43 clusters Score -1.417471e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 103807 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117500 members 
Mstep: Class 10 contains 119136 members 
Mstep: Class 11 contains 52322 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100223 members 
Mstep: Class 15 contains 14484 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117598 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107506 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16105 members 
Mstep: Class 28 contains 38768 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134654 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38533 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15234 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 452Q: 43 clusters Score -1.417472e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 103807 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117504 members 
Mstep: Class 10 contains 119138 members 
Mstep: Class 11 contains 52321 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100217 members 
Mstep: Class 15 contains 14485 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117589 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107496 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 38779 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134665 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38532 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15235 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747328.000000 Penalty: 95283.945312
Iteration 453Q: 43 clusters Score -1.417473e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 103808 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117504 members 
Mstep: Class 10 contains 119142 members 
Mstep: Class 11 contains 52318 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100202 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117589 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107490 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 38789 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134673 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38530 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15236 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747344.000000 Penalty: 95283.945312
Iteration 454Q: 43 clusters Score -1.417473e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 103811 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117490 members 
Mstep: Class 10 contains 119143 members 
Mstep: Class 11 contains 52320 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100189 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117589 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107494 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38802 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134678 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38528 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15238 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747408.000000 Penalty: 95283.945312
Iteration 455Q: 43 clusters Score -1.417474e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 103814 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117471 members 
Mstep: Class 10 contains 119155 members 
Mstep: Class 11 contains 52321 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100177 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117587 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107498 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38803 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134690 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38531 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15239 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747440.000000 Penalty: 95283.945312
Iteration 456Q: 43 clusters Score -1.417474e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 103816 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 117468 members 
Mstep: Class 10 contains 119155 members 
Mstep: Class 11 contains 52323 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100161 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117586 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107500 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38803 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134700 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38533 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15240 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747360.000000 Penalty: 95283.945312
Iteration 457Q: 43 clusters Score -1.417474e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 103817 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117475 members 
Mstep: Class 10 contains 119154 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100141 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117588 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107491 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38808 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134710 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38536 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15240 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 95283.945312
Iteration 458Q: 43 clusters Score -1.417473e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110227 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 103821 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117474 members 
Mstep: Class 10 contains 119155 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100127 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117591 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107486 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38813 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134712 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38540 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15241 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747296.000000 Penalty: 95283.945312
Iteration 459Q: 43 clusters Score -1.417473e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 103821 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117471 members 
Mstep: Class 10 contains 119161 members 
Mstep: Class 11 contains 52324 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100114 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117585 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107481 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38827 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134716 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38543 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 95283.945312
Iteration 460F: 43 clusters Score -1.417473e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103821 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117462 members 
Mstep: Class 10 contains 119168 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100103 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 117578 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107475 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38839 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134725 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38542 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15245 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747360.000000 Penalty: 95283.945312
Iteration 461Q: 43 clusters Score -1.417474e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110233 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103823 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 117459 members 
Mstep: Class 10 contains 119173 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100096 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117574 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107473 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16100 members 
Mstep: Class 28 contains 38846 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134729 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38542 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15245 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747248.000000 Penalty: 95283.945312
Iteration 462Q: 43 clusters Score -1.417472e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103822 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 117461 members 
Mstep: Class 10 contains 119170 members 
Mstep: Class 11 contains 52331 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100091 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117567 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107471 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2184 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38852 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134734 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38542 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15246 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747248.000000 Penalty: 95283.945312
Iteration 463Q: 43 clusters Score -1.417472e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103825 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 117459 members 
Mstep: Class 10 contains 119176 members 
Mstep: Class 11 contains 52332 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100089 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 117562 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107459 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38852 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134740 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38543 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15245 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 464Q: 43 clusters Score -1.417472e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103827 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 117452 members 
Mstep: Class 10 contains 119185 members 
Mstep: Class 11 contains 52333 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100086 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117561 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107451 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38852 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134742 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38544 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 95283.945312
Iteration 465Q: 43 clusters Score -1.417473e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110242 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103829 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 117452 members 
Mstep: Class 10 contains 119189 members 
Mstep: Class 11 contains 52331 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100077 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117565 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107447 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38852 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134744 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38544 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747248.000000 Penalty: 95283.945312
Iteration 466Q: 43 clusters Score -1.417472e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103832 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 117451 members 
Mstep: Class 10 contains 119189 members 
Mstep: Class 11 contains 52332 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100069 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117571 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107441 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38851 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134749 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38545 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747360.000000 Penalty: 95283.945312
Iteration 467Q: 43 clusters Score -1.417474e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103835 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117454 members 
Mstep: Class 10 contains 119193 members 
Mstep: Class 11 contains 52332 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100060 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117563 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107433 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38853 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134754 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38545 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15245 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 95283.945312
Iteration 468Q: 43 clusters Score -1.417473e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103837 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117460 members 
Mstep: Class 10 contains 119189 members 
Mstep: Class 11 contains 52332 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100054 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117564 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107433 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38855 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134753 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38544 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15245 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747264.000000 Penalty: 95283.945312
Iteration 469Q: 43 clusters Score -1.417473e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103838 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117460 members 
Mstep: Class 10 contains 119190 members 
Mstep: Class 11 contains 52332 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100054 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117557 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107432 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38855 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134750 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38547 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15246 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747296.000000 Penalty: 95283.945312
Iteration 470Q: 43 clusters Score -1.417473e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103838 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117454 members 
Mstep: Class 10 contains 119191 members 
Mstep: Class 11 contains 52329 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100056 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117556 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107434 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38855 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134751 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38550 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15246 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747264.000000 Penalty: 95283.945312
Iteration 471Q: 43 clusters Score -1.417473e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 103841 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117448 members 
Mstep: Class 10 contains 119190 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100054 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117558 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107434 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38859 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134748 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15246 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747264.000000 Penalty: 95283.945312
Iteration 472Q: 43 clusters Score -1.417473e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103846 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117439 members 
Mstep: Class 10 contains 119196 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100050 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117558 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107437 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38859 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134749 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15245 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747376.000000 Penalty: 95283.945312
Iteration 473Q: 43 clusters Score -1.417474e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103852 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117434 members 
Mstep: Class 10 contains 119193 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100048 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117556 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107439 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38860 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134756 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38553 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15245 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747360.000000 Penalty: 95283.945312
Iteration 474Q: 43 clusters Score -1.417474e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103855 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117436 members 
Mstep: Class 10 contains 119192 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100045 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117555 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107437 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38862 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134757 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747344.000000 Penalty: 95283.945312
Iteration 475Q: 43 clusters Score -1.417473e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103862 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117432 members 
Mstep: Class 10 contains 119198 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100043 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117556 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107432 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38866 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134752 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38553 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747360.000000 Penalty: 95283.945312
Iteration 476Q: 43 clusters Score -1.417474e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110242 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103868 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117435 members 
Mstep: Class 10 contains 119198 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100039 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117558 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107428 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 38868 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134750 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38551 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 95283.945312
Iteration 477Q: 43 clusters Score -1.417473e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103875 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117434 members 
Mstep: Class 10 contains 119202 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100029 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117556 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107429 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38866 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134750 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747280.000000 Penalty: 95283.945312
Iteration 478Q: 43 clusters Score -1.417473e+08 nChanged 31
Entering ConstructFrom: 
Score: -141747280.000000 Penalty: 95283.945312
Entering ConstructFrom: 
Trying to split cluster 1 (110248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Entering Unmasked Estep 
Score: -13865508.000000 Penalty: 1886.704346
	Iteration 0F: 2 clusters Score -1.386551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -13793400.000000 Penalty: 3773.408691
	Iteration 0F: 3 clusters Score -1.37934e+07 nChanged 52944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -13824180.000000 Penalty: 3773.408691
	Iteration 1F: 3 clusters Score -1.382418e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -13825381.000000 Penalty: 3773.408691
	Iteration 2Q: 3 clusters Score -1.382538e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -13827095.000000 Penalty: 3773.408691
	Iteration 3Q: 3 clusters Score -1.38271e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -13829689.000000 Penalty: 3773.408691
	Iteration 4F: 3 clusters Score -1.382969e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -13833536.000000 Penalty: 3773.408691
	Iteration 5F: 3 clusters Score -1.383354e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -13838892.000000 Penalty: 3773.408691
	Iteration 6F: 3 clusters Score -1.383889e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -13845702.000000 Penalty: 3773.408691
	Iteration 7F: 3 clusters Score -1.38457e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -13852012.000000 Penalty: 3773.408691
	Iteration 8F: 3 clusters Score -1.385201e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -13856945.000000 Penalty: 3773.408691
	Iteration 9Q: 3 clusters Score -1.385694e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -13859374.000000 Penalty: 3773.408691
	Iteration 10Q: 3 clusters Score -1.385937e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -13860270.000000 Penalty: 3773.408691
	Iteration 11Q: 3 clusters Score -1.386027e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -13860848.000000 Penalty: 3773.408691
	Iteration 12Q: 3 clusters Score -1.386085e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -13861204.000000 Penalty: 3773.408691
	Iteration 13Q: 3 clusters Score -1.38612e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -13861502.000000 Penalty: 3773.408691
	Iteration 14Q: 3 clusters Score -1.38615e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -13861770.000000 Penalty: 3773.408691
	Iteration 15Q: 3 clusters Score -1.386177e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -13862005.000000 Penalty: 3773.408691
	Iteration 16Q: 3 clusters Score -1.3862e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -13862232.000000 Penalty: 3773.408691
	Iteration 17Q: 3 clusters Score -1.386223e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -13862491.000000 Penalty: 3773.408691
	Iteration 18Q: 3 clusters Score -1.386249e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -13862709.000000 Penalty: 3773.408691
	Iteration 19Q: 3 clusters Score -1.386271e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -13862923.000000 Penalty: 3773.408691
	Iteration 20F: 3 clusters Score -1.386292e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -13863069.000000 Penalty: 3773.408691
	Iteration 21Q: 3 clusters Score -1.386307e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -13863219.000000 Penalty: 3773.408691
	Iteration 22Q: 3 clusters Score -1.386322e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -13863340.000000 Penalty: 3773.408691
	Iteration 23Q: 3 clusters Score -1.386334e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -13863448.000000 Penalty: 3773.408691
	Iteration 24Q: 3 clusters Score -1.386345e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 105609 members 
Entering Unmasked Estep 
Score: -13863550.000000 Penalty: 3773.408691
	Iteration 25Q: 3 clusters Score -1.386355e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -13863694.000000 Penalty: 3773.408691
	Iteration 26Q: 3 clusters Score -1.386369e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -13863845.000000 Penalty: 3773.408691
	Iteration 27Q: 3 clusters Score -1.386384e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -13863916.000000 Penalty: 3773.408691
	Iteration 28Q: 3 clusters Score -1.386392e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -13863928.000000 Penalty: 3773.408691
	Iteration 29Q: 3 clusters Score -1.386393e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -13863953.000000 Penalty: 3773.408691
	Iteration 30Q: 3 clusters Score -1.386395e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -13864003.000000 Penalty: 3773.408691
	Iteration 31Q: 3 clusters Score -1.3864e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -13864078.000000 Penalty: 3773.408691
	Iteration 32Q: 3 clusters Score -1.386408e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -13864107.000000 Penalty: 3773.408691
	Iteration 33Q: 3 clusters Score -1.386411e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -13864100.000000 Penalty: 3773.408691
	Iteration 34Q: 3 clusters Score -1.38641e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 107942 members 
Entering Unmasked Estep 
Score: -13864110.000000 Penalty: 3773.408691
	Iteration 35Q: 3 clusters Score -1.386411e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -13864138.000000 Penalty: 3773.408691
	Iteration 36Q: 3 clusters Score -1.386414e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -13864134.000000 Penalty: 3773.408691
	Iteration 37Q: 3 clusters Score -1.386413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -13864131.000000 Penalty: 3773.408691
	Iteration 38Q: 3 clusters Score -1.386413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -13864136.000000 Penalty: 3773.408691
	Iteration 39Q: 3 clusters Score -1.386414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -13864134.000000 Penalty: 3773.408691
	Iteration 40F: 3 clusters Score -1.386413e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -13864161.000000 Penalty: 3773.408691
	Iteration 41Q: 3 clusters Score -1.386416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -13864175.000000 Penalty: 3773.408691
	Iteration 42Q: 3 clusters Score -1.386418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 108349 members 
Entering Unmasked Estep 
Score: -13864178.000000 Penalty: 3773.408691
	Iteration 43Q: 3 clusters Score -1.386418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -13864166.000000 Penalty: 3773.408691
	Iteration 44Q: 3 clusters Score -1.386417e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -13864157.000000 Penalty: 3773.408691
	Iteration 45Q: 3 clusters Score -1.386416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -13864158.000000 Penalty: 3773.408691
	Iteration 46Q: 3 clusters Score -1.386416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 108482 members 
Entering Unmasked Estep 
Score: -13864147.000000 Penalty: 3773.408691
	Iteration 47Q: 3 clusters Score -1.386415e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -13864166.000000 Penalty: 3773.408691
	Iteration 48Q: 3 clusters Score -1.386417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -13864175.000000 Penalty: 3773.408691
	Iteration 49Q: 3 clusters Score -1.386418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 108537 members 
Entering Unmasked Estep 
Score: -13864168.000000 Penalty: 3773.408691
	Iteration 50Q: 3 clusters Score -1.386417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -13864164.000000 Penalty: 3773.408691
	Iteration 51Q: 3 clusters Score -1.386416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -13864188.000000 Penalty: 3773.408691
	Iteration 52Q: 3 clusters Score -1.386419e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -13864185.000000 Penalty: 3773.408691
	Iteration 53Q: 3 clusters Score -1.386418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -13864188.000000 Penalty: 3773.408691
	Iteration 54Q: 3 clusters Score -1.386419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -13864177.000000 Penalty: 3773.408691
	Iteration 55Q: 3 clusters Score -1.386418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -13864179.000000 Penalty: 3773.408691
	Iteration 56Q: 3 clusters Score -1.386418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -13864192.000000 Penalty: 3773.408691
	Iteration 57Q: 3 clusters Score -1.386419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -13864194.000000 Penalty: 3773.408691
	Iteration 58Q: 3 clusters Score -1.386419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -13864193.000000 Penalty: 3773.408691
	Iteration 59Q: 3 clusters Score -1.386419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -13864201.000000 Penalty: 3773.408691
	Iteration 60F: 3 clusters Score -1.38642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 108765 members 
Entering Unmasked Estep 
Score: -13864207.000000 Penalty: 3773.408691
	Iteration 61Q: 3 clusters Score -1.386421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -13864212.000000 Penalty: 3773.408691
	Iteration 62Q: 3 clusters Score -1.386421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -13864218.000000 Penalty: 3773.408691
	Iteration 63Q: 3 clusters Score -1.386422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -13864208.000000 Penalty: 3773.408691
	Iteration 64Q: 3 clusters Score -1.386421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -13864211.000000 Penalty: 3773.408691
	Iteration 65Q: 3 clusters Score -1.386421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -13864226.000000 Penalty: 3773.408691
	Iteration 66Q: 3 clusters Score -1.386423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 108821 members 
Entering Unmasked Estep 
Score: -13864215.000000 Penalty: 3773.408691
	Iteration 67Q: 3 clusters Score -1.386422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 108827 members 
Entering Unmasked Estep 
Score: -13864218.000000 Penalty: 3773.408691
	Iteration 68Q: 3 clusters Score -1.386422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
Score: -13864220.000000 Penalty: 3773.408691
	Iteration 69Q: 3 clusters Score -1.386422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -13864211.000000 Penalty: 3773.408691
	Iteration 70Q: 3 clusters Score -1.386421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -13864210.000000 Penalty: 3773.408691
	Iteration 71Q: 3 clusters Score -1.386421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -13864202.000000 Penalty: 3773.408691
	Iteration 72Q: 3 clusters Score -1.38642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -13864204.000000 Penalty: 3773.408691
	Iteration 73Q: 3 clusters Score -1.38642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -13864206.000000 Penalty: 3773.408691
	Iteration 74Q: 3 clusters Score -1.386421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -13864206.000000 Penalty: 3773.408691
	Iteration 75F: 3 clusters Score -1.386421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Entering Unmasked Estep 
Score: -1204098.375000 Penalty: 1504.112793
	Iteration 0F: 2 clusters Score -1204098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1196610.125000 Penalty: 3008.225586
	Iteration 0F: 3 clusters Score -1196610 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1199398.875000 Penalty: 3008.225586
	Iteration 1F: 3 clusters Score -1199399 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1199947.500000 Penalty: 3008.225586
	Iteration 2F: 3 clusters Score -1199948 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1200467.375000 Penalty: 3008.225586
	Iteration 3F: 3 clusters Score -1200467 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1200881.500000 Penalty: 3008.225586
	Iteration 4F: 3 clusters Score -1200882 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1201272.000000 Penalty: 3008.225586
	Iteration 5F: 3 clusters Score -1201272 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1201625.500000 Penalty: 3008.225586
	Iteration 6F: 3 clusters Score -1201626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1201909.375000 Penalty: 3008.225586
	Iteration 7Q: 3 clusters Score -1201909 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1202149.875000 Penalty: 3008.225586
	Iteration 8Q: 3 clusters Score -1202150 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1202353.250000 Penalty: 3008.225586
	Iteration 9Q: 3 clusters Score -1202353 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1202505.250000 Penalty: 3008.225586
	Iteration 10Q: 3 clusters Score -1202505 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1202635.750000 Penalty: 3008.225586
	Iteration 11Q: 3 clusters Score -1202636 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1202763.250000 Penalty: 3008.225586
	Iteration 12Q: 3 clusters Score -1202763 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1202904.000000 Penalty: 3008.225586
	Iteration 13Q: 3 clusters Score -1202904 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1203044.125000 Penalty: 3008.225586
	Iteration 14Q: 3 clusters Score -1203044 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1203193.125000 Penalty: 3008.225586
	Iteration 15Q: 3 clusters Score -1203193 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1203364.750000 Penalty: 3008.225586
	Iteration 16Q: 3 clusters Score -1203365 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1203507.125000 Penalty: 3008.225586
	Iteration 17Q: 3 clusters Score -1203507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1203581.625000 Penalty: 3008.225586
	Iteration 18Q: 3 clusters Score -1203582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1203621.375000 Penalty: 3008.225586
	Iteration 19Q: 3 clusters Score -1203621 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1203655.500000 Penalty: 3008.225586
	Iteration 20F: 3 clusters Score -1203656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1203677.375000 Penalty: 3008.225586
	Iteration 21Q: 3 clusters Score -1203677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1203693.875000 Penalty: 3008.225586
	Iteration 22Q: 3 clusters Score -1203694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1203701.500000 Penalty: 3008.225586
	Iteration 23Q: 3 clusters Score -1203702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1203706.875000 Penalty: 3008.225586
	Iteration 24Q: 3 clusters Score -1203707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1203712.875000 Penalty: 3008.225586
	Iteration 25Q: 3 clusters Score -1203713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1203717.375000 Penalty: 3008.225586
	Iteration 26Q: 3 clusters Score -1203717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1203721.625000 Penalty: 3008.225586
	Iteration 27Q: 3 clusters Score -1203722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1203728.375000 Penalty: 3008.225586
	Iteration 28Q: 3 clusters Score -1203728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1203729.875000 Penalty: 3008.225586
	Iteration 29Q: 3 clusters Score -1203730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1203730.375000 Penalty: 3008.225586
	Iteration 30Q: 3 clusters Score -1203730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1203730.000000 Penalty: 3008.225586
	Iteration 31Q: 3 clusters Score -1203730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1203730.000000 Penalty: 3008.225586
	Iteration 32F: 3 clusters Score -1203730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Entering Unmasked Estep 
Score: -12827425.000000 Penalty: 1877.034668
	Iteration 0F: 2 clusters Score -1.282742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -12759808.000000 Penalty: 3754.069336
	Iteration 0F: 3 clusters Score -1.275981e+07 nChanged 49677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -12789923.000000 Penalty: 3754.069336
	Iteration 1F: 3 clusters Score -1.278992e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -12792030.000000 Penalty: 3754.069336
	Iteration 2Q: 3 clusters Score -1.279203e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -12794823.000000 Penalty: 3754.069336
	Iteration 3F: 3 clusters Score -1.279482e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -12798343.000000 Penalty: 3754.069336
	Iteration 4F: 3 clusters Score -1.279834e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -12802571.000000 Penalty: 3754.069336
	Iteration 5F: 3 clusters Score -1.280257e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -12806863.000000 Penalty: 3754.069336
	Iteration 6F: 3 clusters Score -1.280686e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -12810544.000000 Penalty: 3754.069336
	Iteration 7F: 3 clusters Score -1.281054e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -12812986.000000 Penalty: 3754.069336
	Iteration 8Q: 3 clusters Score -1.281299e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -12814339.000000 Penalty: 3754.069336
	Iteration 9Q: 3 clusters Score -1.281434e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -12815302.000000 Penalty: 3754.069336
	Iteration 10Q: 3 clusters Score -1.28153e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -12816083.000000 Penalty: 3754.069336
	Iteration 11Q: 3 clusters Score -1.281608e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -12816827.000000 Penalty: 3754.069336
	Iteration 12Q: 3 clusters Score -1.281683e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -12817939.000000 Penalty: 3754.069336
	Iteration 13Q: 3 clusters Score -1.281794e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -12819099.000000 Penalty: 3754.069336
	Iteration 14Q: 3 clusters Score -1.28191e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -12820486.000000 Penalty: 3754.069336
	Iteration 15Q: 3 clusters Score -1.282049e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -12821929.000000 Penalty: 3754.069336
	Iteration 16Q: 3 clusters Score -1.282193e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -12823310.000000 Penalty: 3754.069336
	Iteration 17Q: 3 clusters Score -1.282331e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -12824353.000000 Penalty: 3754.069336
	Iteration 18Q: 3 clusters Score -1.282435e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -12825043.000000 Penalty: 3754.069336
	Iteration 19Q: 3 clusters Score -1.282504e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -12825498.000000 Penalty: 3754.069336
	Iteration 20F: 3 clusters Score -1.28255e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -12825827.000000 Penalty: 3754.069336
	Iteration 21Q: 3 clusters Score -1.282583e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -12826069.000000 Penalty: 3754.069336
	Iteration 22Q: 3 clusters Score -1.282607e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -12826231.000000 Penalty: 3754.069336
	Iteration 23Q: 3 clusters Score -1.282623e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
Score: -12826352.000000 Penalty: 3754.069336
	Iteration 24Q: 3 clusters Score -1.282635e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -12826456.000000 Penalty: 3754.069336
	Iteration 25Q: 3 clusters Score -1.282646e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -12826525.000000 Penalty: 3754.069336
	Iteration 26Q: 3 clusters Score -1.282652e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -12826651.000000 Penalty: 3754.069336
	Iteration 27Q: 3 clusters Score -1.282665e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -12826680.000000 Penalty: 3754.069336
	Iteration 28Q: 3 clusters Score -1.282668e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -12826736.000000 Penalty: 3754.069336
	Iteration 29Q: 3 clusters Score -1.282674e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -12826779.000000 Penalty: 3754.069336
	Iteration 30Q: 3 clusters Score -1.282678e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -12826779.000000 Penalty: 3754.069336
	Iteration 31Q: 3 clusters Score -1.282678e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -12826825.000000 Penalty: 3754.069336
	Iteration 32Q: 3 clusters Score -1.282682e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -12826889.000000 Penalty: 3754.069336
	Iteration 33Q: 3 clusters Score -1.282689e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -12826921.000000 Penalty: 3754.069336
	Iteration 34Q: 3 clusters Score -1.282692e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -12826969.000000 Penalty: 3754.069336
	Iteration 35Q: 3 clusters Score -1.282697e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -12826993.000000 Penalty: 3754.069336
	Iteration 36Q: 3 clusters Score -1.282699e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -12827022.000000 Penalty: 3754.069336
	Iteration 37Q: 3 clusters Score -1.282702e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -12827017.000000 Penalty: 3754.069336
	Iteration 38Q: 3 clusters Score -1.282702e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -12827029.000000 Penalty: 3754.069336
	Iteration 39Q: 3 clusters Score -1.282703e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -12827050.000000 Penalty: 3754.069336
	Iteration 40F: 3 clusters Score -1.282705e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -12827056.000000 Penalty: 3754.069336
	Iteration 41Q: 3 clusters Score -1.282706e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -12827073.000000 Penalty: 3754.069336
	Iteration 42Q: 3 clusters Score -1.282707e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -12827079.000000 Penalty: 3754.069336
	Iteration 43Q: 3 clusters Score -1.282708e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -12827065.000000 Penalty: 3754.069336
	Iteration 44Q: 3 clusters Score -1.282706e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -12827089.000000 Penalty: 3754.069336
	Iteration 45Q: 3 clusters Score -1.282709e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -12827101.000000 Penalty: 3754.069336
	Iteration 46Q: 3 clusters Score -1.28271e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -12827124.000000 Penalty: 3754.069336
	Iteration 47Q: 3 clusters Score -1.282712e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
Score: -12827152.000000 Penalty: 3754.069336
	Iteration 48Q: 3 clusters Score -1.282715e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -12827181.000000 Penalty: 3754.069336
	Iteration 49Q: 3 clusters Score -1.282718e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -12827153.000000 Penalty: 3754.069336
	Iteration 50Q: 3 clusters Score -1.282715e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -12827162.000000 Penalty: 3754.069336
	Iteration 51Q: 3 clusters Score -1.282716e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -12827161.000000 Penalty: 3754.069336
	Iteration 52Q: 3 clusters Score -1.282716e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -12827155.000000 Penalty: 3754.069336
	Iteration 53Q: 3 clusters Score -1.282716e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -12827181.000000 Penalty: 3754.069336
	Iteration 54Q: 3 clusters Score -1.282718e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -12827181.000000 Penalty: 3754.069336
	Iteration 55Q: 3 clusters Score -1.282718e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -12827180.000000 Penalty: 3754.069336
	Iteration 56Q: 3 clusters Score -1.282718e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -12827221.000000 Penalty: 3754.069336
	Iteration 57Q: 3 clusters Score -1.282722e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -12827231.000000 Penalty: 3754.069336
	Iteration 58Q: 3 clusters Score -1.282723e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -12827232.000000 Penalty: 3754.069336
	Iteration 59Q: 3 clusters Score -1.282723e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -12827229.000000 Penalty: 3754.069336
	Iteration 60F: 3 clusters Score -1.282723e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -12827239.000000 Penalty: 3754.069336
	Iteration 61Q: 3 clusters Score -1.282724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -12827238.000000 Penalty: 3754.069336
	Iteration 62Q: 3 clusters Score -1.282724e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -12827263.000000 Penalty: 3754.069336
	Iteration 63Q: 3 clusters Score -1.282726e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -12827252.000000 Penalty: 3754.069336
	Iteration 64Q: 3 clusters Score -1.282725e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 86113 members 
Entering Unmasked Estep 
Score: -12827241.000000 Penalty: 3754.069336
	Iteration 65Q: 3 clusters Score -1.282724e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -12827247.000000 Penalty: 3754.069336
	Iteration 66Q: 3 clusters Score -1.282725e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -12827261.000000 Penalty: 3754.069336
	Iteration 67Q: 3 clusters Score -1.282726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -12827258.000000 Penalty: 3754.069336
	Iteration 68Q: 3 clusters Score -1.282726e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -12827274.000000 Penalty: 3754.069336
	Iteration 69Q: 3 clusters Score -1.282727e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -12827268.000000 Penalty: 3754.069336
	Iteration 70Q: 3 clusters Score -1.282727e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -12827268.000000 Penalty: 3754.069336
	Iteration 71Q: 3 clusters Score -1.282727e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -12827279.000000 Penalty: 3754.069336
	Iteration 72Q: 3 clusters Score -1.282728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -12827265.000000 Penalty: 3754.069336
	Iteration 73Q: 3 clusters Score -1.282726e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -12827246.000000 Penalty: 3754.069336
	Iteration 74Q: 3 clusters Score -1.282725e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -12827255.000000 Penalty: 3754.069336
	Iteration 75Q: 3 clusters Score -1.282726e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -12827274.000000 Penalty: 3754.069336
	Iteration 76Q: 3 clusters Score -1.282727e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -12827268.000000 Penalty: 3754.069336
	Iteration 77Q: 3 clusters Score -1.282727e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 86903 members 
Entering Unmasked Estep 
Score: -12827284.000000 Penalty: 3754.069336
	Iteration 78Q: 3 clusters Score -1.282728e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 87000 members 
Entering Unmasked Estep 
Score: -12827284.000000 Penalty: 3754.069336
	Iteration 79Q: 3 clusters Score -1.282728e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -12827279.000000 Penalty: 3754.069336
	Iteration 80F: 3 clusters Score -1.282728e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -12827286.000000 Penalty: 3754.069336
	Iteration 81Q: 3 clusters Score -1.282729e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -12827302.000000 Penalty: 3754.069336
	Iteration 82Q: 3 clusters Score -1.28273e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -12827274.000000 Penalty: 3754.069336
	Iteration 83Q: 3 clusters Score -1.282727e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -12827245.000000 Penalty: 3754.069336
	Iteration 84Q: 3 clusters Score -1.282724e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -12827263.000000 Penalty: 3754.069336
	Iteration 85Q: 3 clusters Score -1.282726e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -12827250.000000 Penalty: 3754.069336
	Iteration 86Q: 3 clusters Score -1.282725e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -12827290.000000 Penalty: 3754.069336
	Iteration 87Q: 3 clusters Score -1.282729e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -12827285.000000 Penalty: 3754.069336
	Iteration 88Q: 3 clusters Score -1.282728e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -12827280.000000 Penalty: 3754.069336
	Iteration 89Q: 3 clusters Score -1.282728e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -12827295.000000 Penalty: 3754.069336
	Iteration 90Q: 3 clusters Score -1.28273e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -12827322.000000 Penalty: 3754.069336
	Iteration 91Q: 3 clusters Score -1.282732e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -12827313.000000 Penalty: 3754.069336
	Iteration 92Q: 3 clusters Score -1.282731e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -12827306.000000 Penalty: 3754.069336
	Iteration 93Q: 3 clusters Score -1.282731e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -12827274.000000 Penalty: 3754.069336
	Iteration 94Q: 3 clusters Score -1.282727e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -12827276.000000 Penalty: 3754.069336
	Iteration 95Q: 3 clusters Score -1.282728e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -12827264.000000 Penalty: 3754.069336
	Iteration 96Q: 3 clusters Score -1.282726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -12827272.000000 Penalty: 3754.069336
	Iteration 97Q: 3 clusters Score -1.282727e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -12827282.000000 Penalty: 3754.069336
	Iteration 98Q: 3 clusters Score -1.282728e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -12827263.000000 Penalty: 3754.069336
	Iteration 99Q: 3 clusters Score -1.282726e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -12827256.000000 Penalty: 3754.069336
	Iteration 100F: 3 clusters Score -1.282726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -12827282.000000 Penalty: 3754.069336
	Iteration 101Q: 3 clusters Score -1.282728e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -12827286.000000 Penalty: 3754.069336
	Iteration 102Q: 3 clusters Score -1.282729e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -12827292.000000 Penalty: 3754.069336
	Iteration 103Q: 3 clusters Score -1.282729e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -12827290.000000 Penalty: 3754.069336
	Iteration 104Q: 3 clusters Score -1.282729e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -12827303.000000 Penalty: 3754.069336
	Iteration 105Q: 3 clusters Score -1.28273e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -12827298.000000 Penalty: 3754.069336
	Iteration 106Q: 3 clusters Score -1.28273e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -12827292.000000 Penalty: 3754.069336
	Iteration 107Q: 3 clusters Score -1.282729e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -12827288.000000 Penalty: 3754.069336
	Iteration 108Q: 3 clusters Score -1.282729e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -12827290.000000 Penalty: 3754.069336
	Iteration 109Q: 3 clusters Score -1.282729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -12827293.000000 Penalty: 3754.069336
	Iteration 110Q: 3 clusters Score -1.282729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -12827260.000000 Penalty: 3754.069336
	Iteration 111Q: 3 clusters Score -1.282726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -12827248.000000 Penalty: 3754.069336
	Iteration 112Q: 3 clusters Score -1.282725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -12827253.000000 Penalty: 3754.069336
	Iteration 113Q: 3 clusters Score -1.282725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -12827248.000000 Penalty: 3754.069336
	Iteration 114Q: 3 clusters Score -1.282725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -12827234.000000 Penalty: 3754.069336
	Iteration 115Q: 3 clusters Score -1.282723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -12827241.000000 Penalty: 3754.069336
	Iteration 116Q: 3 clusters Score -1.282724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -12827228.000000 Penalty: 3754.069336
	Iteration 117Q: 3 clusters Score -1.282723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -12827231.000000 Penalty: 3754.069336
	Iteration 118Q: 3 clusters Score -1.282723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -12827238.000000 Penalty: 3754.069336
	Iteration 119Q: 3 clusters Score -1.282724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -12827251.000000 Penalty: 3754.069336
	Iteration 120F: 3 clusters Score -1.282725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -12827259.000000 Penalty: 3754.069336
	Iteration 121Q: 3 clusters Score -1.282726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -12827240.000000 Penalty: 3754.069336
	Iteration 122Q: 3 clusters Score -1.282724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -12827246.000000 Penalty: 3754.069336
	Iteration 123Q: 3 clusters Score -1.282725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -12827234.000000 Penalty: 3754.069336
	Iteration 124Q: 3 clusters Score -1.282723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -12827231.000000 Penalty: 3754.069336
	Iteration 125Q: 3 clusters Score -1.282723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -12827252.000000 Penalty: 3754.069336
	Iteration 126Q: 3 clusters Score -1.282725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -12827262.000000 Penalty: 3754.069336
	Iteration 127Q: 3 clusters Score -1.282726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -12827270.000000 Penalty: 3754.069336
	Iteration 128Q: 3 clusters Score -1.282727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -12827275.000000 Penalty: 3754.069336
	Iteration 129Q: 3 clusters Score -1.282728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -12827266.000000 Penalty: 3754.069336
	Iteration 130Q: 3 clusters Score -1.282727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -12827264.000000 Penalty: 3754.069336
	Iteration 131Q: 3 clusters Score -1.282726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -12827271.000000 Penalty: 3754.069336
	Iteration 132Q: 3 clusters Score -1.282727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -12827274.000000 Penalty: 3754.069336
	Iteration 133Q: 3 clusters Score -1.282727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -12827279.000000 Penalty: 3754.069336
	Iteration 134Q: 3 clusters Score -1.282728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -12827282.000000 Penalty: 3754.069336
	Iteration 135Q: 3 clusters Score -1.282728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -12827280.000000 Penalty: 3754.069336
	Iteration 136Q: 3 clusters Score -1.282728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -12827275.000000 Penalty: 3754.069336
	Iteration 137Q: 3 clusters Score -1.282728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -12827279.000000 Penalty: 3754.069336
	Iteration 138Q: 3 clusters Score -1.282728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -12827286.000000 Penalty: 3754.069336
	Iteration 139Q: 3 clusters Score -1.282729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -12827286.000000 Penalty: 3754.069336
	Iteration 140F: 3 clusters Score -1.282729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -1029214.062500 Penalty: 1465.911499
	Iteration 0F: 2 clusters Score -1029214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1023266.625000 Penalty: 2931.822998
	Iteration 0F: 3 clusters Score -1023267 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1025117.500000 Penalty: 2931.822998
	Iteration 1F: 3 clusters Score -1025118 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1025390.562500 Penalty: 2931.822998
	Iteration 2F: 3 clusters Score -1025391 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1025590.750000 Penalty: 2931.822998
	Iteration 3F: 3 clusters Score -1025591 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1025812.875000 Penalty: 2931.822998
	Iteration 4Q: 3 clusters Score -1025813 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1026029.000000 Penalty: 2931.822998
	Iteration 5Q: 3 clusters Score -1026029 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1026253.312500 Penalty: 2931.822998
	Iteration 6Q: 3 clusters Score -1026253 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1026484.437500 Penalty: 2931.822998
	Iteration 7Q: 3 clusters Score -1026484 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1026729.625000 Penalty: 2931.822998
	Iteration 8Q: 3 clusters Score -1026730 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1026967.437500 Penalty: 2931.822998
	Iteration 9Q: 3 clusters Score -1026967 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1027164.625000 Penalty: 2931.822998
	Iteration 10Q: 3 clusters Score -1027165 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1027311.312500 Penalty: 2931.822998
	Iteration 11Q: 3 clusters Score -1027311 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1027449.250000 Penalty: 2931.822998
	Iteration 12Q: 3 clusters Score -1027449 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1027579.375000 Penalty: 2931.822998
	Iteration 13Q: 3 clusters Score -1027579 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1027662.062500 Penalty: 2931.822998
	Iteration 14Q: 3 clusters Score -1027662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1027732.062500 Penalty: 2931.822998
	Iteration 15Q: 3 clusters Score -1027732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1027782.687500 Penalty: 2931.822998
	Iteration 16Q: 3 clusters Score -1027783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1027823.937500 Penalty: 2931.822998
	Iteration 17Q: 3 clusters Score -1027824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1027858.750000 Penalty: 2931.822998
	Iteration 18Q: 3 clusters Score -1027859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1027892.500000 Penalty: 2931.822998
	Iteration 19Q: 3 clusters Score -1027892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1027915.125000 Penalty: 2931.822998
	Iteration 20F: 3 clusters Score -1027915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1027937.750000 Penalty: 2931.822998
	Iteration 21Q: 3 clusters Score -1027938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1027960.250000 Penalty: 2931.822998
	Iteration 22Q: 3 clusters Score -1027960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1027981.625000 Penalty: 2931.822998
	Iteration 23Q: 3 clusters Score -1027982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1027994.000000 Penalty: 2931.822998
	Iteration 24Q: 3 clusters Score -1027994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1028000.000000 Penalty: 2931.822998
	Iteration 25Q: 3 clusters Score -1028000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1028005.250000 Penalty: 2931.822998
	Iteration 26Q: 3 clusters Score -1028005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1028011.437500 Penalty: 2931.822998
	Iteration 27Q: 3 clusters Score -1028011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1028014.687500 Penalty: 2931.822998
	Iteration 28Q: 3 clusters Score -1028015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1028017.562500 Penalty: 2931.822998
	Iteration 29Q: 3 clusters Score -1028018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1028022.062500 Penalty: 2931.822998
	Iteration 30Q: 3 clusters Score -1028022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1028025.937500 Penalty: 2931.822998
	Iteration 31Q: 3 clusters Score -1028026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1028030.062500 Penalty: 2931.822998
	Iteration 32Q: 3 clusters Score -1028030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1028034.187500 Penalty: 2931.822998
	Iteration 33Q: 3 clusters Score -1028034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1028036.562500 Penalty: 2931.822998
	Iteration 34Q: 3 clusters Score -1028037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1028038.437500 Penalty: 2931.822998
	Iteration 35Q: 3 clusters Score -1028038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1028040.687500 Penalty: 2931.822998
	Iteration 36Q: 3 clusters Score -1028041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1028042.000000 Penalty: 2931.822998
	Iteration 37Q: 3 clusters Score -1028042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1028042.187500 Penalty: 2931.822998
	Iteration 38Q: 3 clusters Score -1028042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1028042.062500 Penalty: 2931.822998
	Iteration 39Q: 3 clusters Score -1028042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1028042.250000 Penalty: 2931.822998
	Iteration 40F: 3 clusters Score -1028042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -703236.812500 Penalty: 1411.050171
	Iteration 0F: 2 clusters Score -703236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -698745.375000 Penalty: 2822.100342
	Iteration 0F: 3 clusters Score -698745.4 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -700076.437500 Penalty: 2822.100342
	Iteration 1F: 3 clusters Score -700076.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -700271.875000 Penalty: 2822.100342
	Iteration 2F: 3 clusters Score -700271.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -700398.500000 Penalty: 2822.100342
	Iteration 3Q: 3 clusters Score -700398.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -700516.750000 Penalty: 2822.100342
	Iteration 4Q: 3 clusters Score -700516.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -700612.750000 Penalty: 2822.100342
	Iteration 5Q: 3 clusters Score -700612.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -700706.125000 Penalty: 2822.100342
	Iteration 6Q: 3 clusters Score -700706.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -700780.500000 Penalty: 2822.100342
	Iteration 7Q: 3 clusters Score -700780.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -700852.187500 Penalty: 2822.100342
	Iteration 8Q: 3 clusters Score -700852.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -700919.375000 Penalty: 2822.100342
	Iteration 9Q: 3 clusters Score -700919.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -700978.875000 Penalty: 2822.100342
	Iteration 10Q: 3 clusters Score -700978.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -701044.187500 Penalty: 2822.100342
	Iteration 11Q: 3 clusters Score -701044.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -701107.500000 Penalty: 2822.100342
	Iteration 12Q: 3 clusters Score -701107.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -701181.562500 Penalty: 2822.100342
	Iteration 13Q: 3 clusters Score -701181.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -701257.812500 Penalty: 2822.100342
	Iteration 14Q: 3 clusters Score -701257.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -701335.000000 Penalty: 2822.100342
	Iteration 15Q: 3 clusters Score -701335 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -701406.937500 Penalty: 2822.100342
	Iteration 16Q: 3 clusters Score -701406.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -701484.000000 Penalty: 2822.100342
	Iteration 17Q: 3 clusters Score -701484 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -701572.375000 Penalty: 2822.100342
	Iteration 18Q: 3 clusters Score -701572.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -701640.687500 Penalty: 2822.100342
	Iteration 19Q: 3 clusters Score -701640.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -701687.875000 Penalty: 2822.100342
	Iteration 20F: 3 clusters Score -701687.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -701735.312500 Penalty: 2822.100342
	Iteration 21Q: 3 clusters Score -701735.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -701776.500000 Penalty: 2822.100342
	Iteration 22Q: 3 clusters Score -701776.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -701810.000000 Penalty: 2822.100342
	Iteration 23Q: 3 clusters Score -701810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -701839.750000 Penalty: 2822.100342
	Iteration 24Q: 3 clusters Score -701839.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -701863.375000 Penalty: 2822.100342
	Iteration 25Q: 3 clusters Score -701863.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -701885.687500 Penalty: 2822.100342
	Iteration 26Q: 3 clusters Score -701885.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -701909.875000 Penalty: 2822.100342
	Iteration 27Q: 3 clusters Score -701909.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -701929.437500 Penalty: 2822.100342
	Iteration 28Q: 3 clusters Score -701929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -701946.937500 Penalty: 2822.100342
	Iteration 29Q: 3 clusters Score -701946.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -701966.187500 Penalty: 2822.100342
	Iteration 30Q: 3 clusters Score -701966.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -701978.562500 Penalty: 2822.100342
	Iteration 31Q: 3 clusters Score -701978.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -701986.312500 Penalty: 2822.100342
	Iteration 32Q: 3 clusters Score -701986.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -701990.687500 Penalty: 2822.100342
	Iteration 33Q: 3 clusters Score -701990.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -701994.250000 Penalty: 2822.100342
	Iteration 34Q: 3 clusters Score -701994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -701995.375000 Penalty: 2822.100342
	Iteration 35Q: 3 clusters Score -701995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -701997.687500 Penalty: 2822.100342
	Iteration 36Q: 3 clusters Score -701997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -702000.562500 Penalty: 2822.100342
	Iteration 37Q: 3 clusters Score -702000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -701999.937500 Penalty: 2822.100342
	Iteration 38Q: 3 clusters Score -701999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -702000.562500 Penalty: 2822.100342
	Iteration 39Q: 3 clusters Score -702000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -701999.375000 Penalty: 2822.100342
	Iteration 40F: 3 clusters Score -701999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -702000.062500 Penalty: 2822.100342
	Iteration 41Q: 3 clusters Score -702000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -702001.187500 Penalty: 2822.100342
	Iteration 42Q: 3 clusters Score -702001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -702001.187500 Penalty: 2822.100342
	Iteration 43F: 3 clusters Score -702001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -576600.562500 Penalty: 1370.458984
	Iteration 0F: 2 clusters Score -576600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -572882.750000 Penalty: 2740.917969
	Iteration 0F: 3 clusters Score -572882.8 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -573892.187500 Penalty: 2740.917969
	Iteration 1F: 3 clusters Score -573892.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -574056.125000 Penalty: 2740.917969
	Iteration 2F: 3 clusters Score -574056.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -574152.375000 Penalty: 2740.917969
	Iteration 3Q: 3 clusters Score -574152.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -574218.875000 Penalty: 2740.917969
	Iteration 4Q: 3 clusters Score -574218.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -574276.125000 Penalty: 2740.917969
	Iteration 5Q: 3 clusters Score -574276.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -574321.625000 Penalty: 2740.917969
	Iteration 6Q: 3 clusters Score -574321.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -574358.312500 Penalty: 2740.917969
	Iteration 7Q: 3 clusters Score -574358.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -574396.687500 Penalty: 2740.917969
	Iteration 8Q: 3 clusters Score -574396.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -574439.125000 Penalty: 2740.917969
	Iteration 9Q: 3 clusters Score -574439.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -574474.625000 Penalty: 2740.917969
	Iteration 10Q: 3 clusters Score -574474.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -574503.562500 Penalty: 2740.917969
	Iteration 11Q: 3 clusters Score -574503.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -574535.437500 Penalty: 2740.917969
	Iteration 12Q: 3 clusters Score -574535.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -574564.750000 Penalty: 2740.917969
	Iteration 13Q: 3 clusters Score -574564.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -574604.437500 Penalty: 2740.917969
	Iteration 14Q: 3 clusters Score -574604.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -574643.437500 Penalty: 2740.917969
	Iteration 15Q: 3 clusters Score -574643.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -574679.937500 Penalty: 2740.917969
	Iteration 16Q: 3 clusters Score -574679.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -574724.812500 Penalty: 2740.917969
	Iteration 17Q: 3 clusters Score -574724.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -574762.937500 Penalty: 2740.917969
	Iteration 18Q: 3 clusters Score -574762.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -574796.687500 Penalty: 2740.917969
	Iteration 19Q: 3 clusters Score -574796.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -574832.000000 Penalty: 2740.917969
	Iteration 20F: 3 clusters Score -574832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -574867.500000 Penalty: 2740.917969
	Iteration 21Q: 3 clusters Score -574867.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -574911.937500 Penalty: 2740.917969
	Iteration 22Q: 3 clusters Score -574911.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -574953.437500 Penalty: 2740.917969
	Iteration 23Q: 3 clusters Score -574953.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -574995.875000 Penalty: 2740.917969
	Iteration 24Q: 3 clusters Score -574995.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -575051.812500 Penalty: 2740.917969
	Iteration 25Q: 3 clusters Score -575051.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -575093.187500 Penalty: 2740.917969
	Iteration 26Q: 3 clusters Score -575093.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -575127.562500 Penalty: 2740.917969
	Iteration 27Q: 3 clusters Score -575127.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -575152.687500 Penalty: 2740.917969
	Iteration 28Q: 3 clusters Score -575152.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -575165.187500 Penalty: 2740.917969
	Iteration 29Q: 3 clusters Score -575165.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -575180.562500 Penalty: 2740.917969
	Iteration 30Q: 3 clusters Score -575180.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -575196.312500 Penalty: 2740.917969
	Iteration 31Q: 3 clusters Score -575196.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -575212.125000 Penalty: 2740.917969
	Iteration 32Q: 3 clusters Score -575212.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -575224.750000 Penalty: 2740.917969
	Iteration 33Q: 3 clusters Score -575224.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -575240.812500 Penalty: 2740.917969
	Iteration 34Q: 3 clusters Score -575240.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -575262.187500 Penalty: 2740.917969
	Iteration 35Q: 3 clusters Score -575262.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -575280.687500 Penalty: 2740.917969
	Iteration 36Q: 3 clusters Score -575280.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -575302.687500 Penalty: 2740.917969
	Iteration 37Q: 3 clusters Score -575302.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -575318.062500 Penalty: 2740.917969
	Iteration 38Q: 3 clusters Score -575318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -575328.437500 Penalty: 2740.917969
	Iteration 39Q: 3 clusters Score -575328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -575332.187500 Penalty: 2740.917969
	Iteration 40F: 3 clusters Score -575332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -575335.500000 Penalty: 2740.917969
	Iteration 41Q: 3 clusters Score -575335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -575341.875000 Penalty: 2740.917969
	Iteration 42Q: 3 clusters Score -575341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -575344.875000 Penalty: 2740.917969
	Iteration 43Q: 3 clusters Score -575344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -575346.625000 Penalty: 2740.917969
	Iteration 44Q: 3 clusters Score -575346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -575346.375000 Penalty: 2740.917969
	Iteration 45Q: 3 clusters Score -575346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -575347.687500 Penalty: 2740.917969
	Iteration 46Q: 3 clusters Score -575347.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -575347.687500 Penalty: 2740.917969
	Iteration 47F: 3 clusters Score -575347.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -59874.777344 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -59874.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58760.230469 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -58760.23 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59085.597656 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -59085.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59308.414062 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -59308.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59408.390625 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -59408.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59481.671875 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -59481.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59556.902344 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -59556.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59631.941406 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -59631.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59694.250000 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -59694.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59738.011719 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -59738.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59789.027344 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -59789.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59821.453125 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -59821.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59858.242188 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -59858.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59883.171875 Penalty: 2087.027344
	Iteration 12Q: 3 clusters Score -59883.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59885.363281 Penalty: 2087.027344
	Iteration 13Q: 3 clusters Score -59885.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59885.574219 Penalty: 2087.027344
	Iteration 14Q: 3 clusters Score -59885.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59885.574219 Penalty: 2087.027344
	Iteration 15F: 3 clusters Score -59885.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103879 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117434 members 
Mstep: Class 10 contains 119205 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100022 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117552 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107428 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 355 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38867 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134746 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141746288.000000 Penalty: 97552.609375
Splitting cluster 7 changes total score from -141747280.000000 to -141746288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Entering Unmasked Estep 
Score: -751947.187500 Penalty: 1417.260376
	Iteration 0F: 2 clusters Score -751947.2 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 3029 members 
Entering Unmasked Estep 
Score: -747253.375000 Penalty: 2834.520752
	Iteration 0F: 3 clusters Score -747253.4 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -748627.000000 Penalty: 2834.520752
	Iteration 1F: 3 clusters Score -748627 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -748805.250000 Penalty: 2834.520752
	Iteration 2F: 3 clusters Score -748805.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -748937.000000 Penalty: 2834.520752
	Iteration 3Q: 3 clusters Score -748937 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -749069.062500 Penalty: 2834.520752
	Iteration 4Q: 3 clusters Score -749069.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -749211.437500 Penalty: 2834.520752
	Iteration 5Q: 3 clusters Score -749211.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -749359.812500 Penalty: 2834.520752
	Iteration 6Q: 3 clusters Score -749359.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -749548.312500 Penalty: 2834.520752
	Iteration 7Q: 3 clusters Score -749548.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -749793.500000 Penalty: 2834.520752
	Iteration 8F: 3 clusters Score -749793.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -750034.437500 Penalty: 2834.520752
	Iteration 9F: 3 clusters Score -750034.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -750237.625000 Penalty: 2834.520752
	Iteration 10Q: 3 clusters Score -750237.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -750397.500000 Penalty: 2834.520752
	Iteration 11Q: 3 clusters Score -750397.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -750529.125000 Penalty: 2834.520752
	Iteration 12Q: 3 clusters Score -750529.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -750634.312500 Penalty: 2834.520752
	Iteration 13Q: 3 clusters Score -750634.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -750713.312500 Penalty: 2834.520752
	Iteration 14Q: 3 clusters Score -750713.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -750772.937500 Penalty: 2834.520752
	Iteration 15Q: 3 clusters Score -750772.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -750815.875000 Penalty: 2834.520752
	Iteration 16Q: 3 clusters Score -750815.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -750839.437500 Penalty: 2834.520752
	Iteration 17Q: 3 clusters Score -750839.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -750852.000000 Penalty: 2834.520752
	Iteration 18Q: 3 clusters Score -750852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -750865.250000 Penalty: 2834.520752
	Iteration 19Q: 3 clusters Score -750865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -750874.687500 Penalty: 2834.520752
	Iteration 20F: 3 clusters Score -750874.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -750885.187500 Penalty: 2834.520752
	Iteration 21Q: 3 clusters Score -750885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -750892.625000 Penalty: 2834.520752
	Iteration 22Q: 3 clusters Score -750892.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -750899.375000 Penalty: 2834.520752
	Iteration 23Q: 3 clusters Score -750899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -750903.562500 Penalty: 2834.520752
	Iteration 24Q: 3 clusters Score -750903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -750906.812500 Penalty: 2834.520752
	Iteration 25Q: 3 clusters Score -750906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -750909.062500 Penalty: 2834.520752
	Iteration 26Q: 3 clusters Score -750909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -750909.625000 Penalty: 2834.520752
	Iteration 27Q: 3 clusters Score -750909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -750911.062500 Penalty: 2834.520752
	Iteration 28Q: 3 clusters Score -750911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -750912.062500 Penalty: 2834.520752
	Iteration 29Q: 3 clusters Score -750912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -750911.312500 Penalty: 2834.520752
	Iteration 30Q: 3 clusters Score -750911.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -750911.312500 Penalty: 2834.520752
	Iteration 31F: 3 clusters Score -750911.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117434 members 
Entering Unmasked Estep 
Score: -14821079.000000 Penalty: 1896.965088
	Iteration 0F: 2 clusters Score -1.482108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -14744889.000000 Penalty: 3793.930176
	Iteration 0F: 3 clusters Score -1.474489e+07 nChanged 56275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -14777352.000000 Penalty: 3793.930176
	Iteration 1F: 3 clusters Score -1.477735e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -14778237.000000 Penalty: 3793.930176
	Iteration 2Q: 3 clusters Score -1.477824e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -14779224.000000 Penalty: 3793.930176
	Iteration 3Q: 3 clusters Score -1.477922e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -14780929.000000 Penalty: 3793.930176
	Iteration 4Q: 3 clusters Score -1.478093e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -14783377.000000 Penalty: 3793.930176
	Iteration 5Q: 3 clusters Score -1.478338e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -14787059.000000 Penalty: 3793.930176
	Iteration 6F: 3 clusters Score -1.478706e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -14792909.000000 Penalty: 3793.930176
	Iteration 7F: 3 clusters Score -1.479291e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -14799977.000000 Penalty: 3793.930176
	Iteration 8F: 3 clusters Score -1.479998e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -14805644.000000 Penalty: 3793.930176
	Iteration 9F: 3 clusters Score -1.480564e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -14808645.000000 Penalty: 3793.930176
	Iteration 10F: 3 clusters Score -1.480864e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -14809860.000000 Penalty: 3793.930176
	Iteration 11Q: 3 clusters Score -1.480986e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -14810289.000000 Penalty: 3793.930176
	Iteration 12Q: 3 clusters Score -1.481029e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -14810538.000000 Penalty: 3793.930176
	Iteration 13Q: 3 clusters Score -1.481054e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -14810730.000000 Penalty: 3793.930176
	Iteration 14Q: 3 clusters Score -1.481073e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -14810887.000000 Penalty: 3793.930176
	Iteration 15Q: 3 clusters Score -1.481089e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -14811087.000000 Penalty: 3793.930176
	Iteration 16Q: 3 clusters Score -1.481109e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -14811242.000000 Penalty: 3793.930176
	Iteration 17Q: 3 clusters Score -1.481124e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -14811329.000000 Penalty: 3793.930176
	Iteration 18Q: 3 clusters Score -1.481133e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -14811459.000000 Penalty: 3793.930176
	Iteration 19Q: 3 clusters Score -1.481146e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -14811620.000000 Penalty: 3793.930176
	Iteration 20F: 3 clusters Score -1.481162e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -14811705.000000 Penalty: 3793.930176
	Iteration 21Q: 3 clusters Score -1.48117e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -14811798.000000 Penalty: 3793.930176
	Iteration 22Q: 3 clusters Score -1.48118e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -14811903.000000 Penalty: 3793.930176
	Iteration 23Q: 3 clusters Score -1.48119e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -14812029.000000 Penalty: 3793.930176
	Iteration 24Q: 3 clusters Score -1.481203e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
Score: -14812111.000000 Penalty: 3793.930176
	Iteration 25Q: 3 clusters Score -1.481211e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -14812241.000000 Penalty: 3793.930176
	Iteration 26Q: 3 clusters Score -1.481224e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -14812288.000000 Penalty: 3793.930176
	Iteration 27Q: 3 clusters Score -1.481229e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -14812415.000000 Penalty: 3793.930176
	Iteration 28Q: 3 clusters Score -1.481242e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -14812488.000000 Penalty: 3793.930176
	Iteration 29Q: 3 clusters Score -1.481249e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -14812532.000000 Penalty: 3793.930176
	Iteration 30Q: 3 clusters Score -1.481253e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -14812649.000000 Penalty: 3793.930176
	Iteration 31Q: 3 clusters Score -1.481265e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -14812807.000000 Penalty: 3793.930176
	Iteration 32Q: 3 clusters Score -1.481281e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -14812867.000000 Penalty: 3793.930176
	Iteration 33Q: 3 clusters Score -1.481287e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -14812966.000000 Penalty: 3793.930176
	Iteration 34Q: 3 clusters Score -1.481297e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -14813026.000000 Penalty: 3793.930176
	Iteration 35Q: 3 clusters Score -1.481303e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -14813111.000000 Penalty: 3793.930176
	Iteration 36Q: 3 clusters Score -1.481311e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -14813181.000000 Penalty: 3793.930176
	Iteration 37Q: 3 clusters Score -1.481318e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -14813278.000000 Penalty: 3793.930176
	Iteration 38Q: 3 clusters Score -1.481328e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -14813339.000000 Penalty: 3793.930176
	Iteration 39Q: 3 clusters Score -1.481334e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -14813441.000000 Penalty: 3793.930176
	Iteration 40F: 3 clusters Score -1.481344e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -14813552.000000 Penalty: 3793.930176
	Iteration 41Q: 3 clusters Score -1.481355e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -14813603.000000 Penalty: 3793.930176
	Iteration 42Q: 3 clusters Score -1.48136e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -14813756.000000 Penalty: 3793.930176
	Iteration 43Q: 3 clusters Score -1.481376e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -14813893.000000 Penalty: 3793.930176
	Iteration 44Q: 3 clusters Score -1.481389e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -14814033.000000 Penalty: 3793.930176
	Iteration 45Q: 3 clusters Score -1.481403e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -14814157.000000 Penalty: 3793.930176
	Iteration 46Q: 3 clusters Score -1.481416e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -14814303.000000 Penalty: 3793.930176
	Iteration 47Q: 3 clusters Score -1.48143e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -14814432.000000 Penalty: 3793.930176
	Iteration 48Q: 3 clusters Score -1.481443e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -14814624.000000 Penalty: 3793.930176
	Iteration 49Q: 3 clusters Score -1.481462e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -14814797.000000 Penalty: 3793.930176
	Iteration 50Q: 3 clusters Score -1.48148e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -14814955.000000 Penalty: 3793.930176
	Iteration 51Q: 3 clusters Score -1.481496e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -14815092.000000 Penalty: 3793.930176
	Iteration 52Q: 3 clusters Score -1.481509e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -14815234.000000 Penalty: 3793.930176
	Iteration 53Q: 3 clusters Score -1.481523e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -14815318.000000 Penalty: 3793.930176
	Iteration 54Q: 3 clusters Score -1.481532e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -14815469.000000 Penalty: 3793.930176
	Iteration 55Q: 3 clusters Score -1.481547e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -14815658.000000 Penalty: 3793.930176
	Iteration 56Q: 3 clusters Score -1.481566e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -14815892.000000 Penalty: 3793.930176
	Iteration 57Q: 3 clusters Score -1.481589e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -14816073.000000 Penalty: 3793.930176
	Iteration 58Q: 3 clusters Score -1.481607e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -14816213.000000 Penalty: 3793.930176
	Iteration 59Q: 3 clusters Score -1.481621e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -14816358.000000 Penalty: 3793.930176
	Iteration 60F: 3 clusters Score -1.481636e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -14816553.000000 Penalty: 3793.930176
	Iteration 61Q: 3 clusters Score -1.481655e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -14816830.000000 Penalty: 3793.930176
	Iteration 62Q: 3 clusters Score -1.481683e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -14816988.000000 Penalty: 3793.930176
	Iteration 63Q: 3 clusters Score -1.481699e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -14817265.000000 Penalty: 3793.930176
	Iteration 64Q: 3 clusters Score -1.481726e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -14817546.000000 Penalty: 3793.930176
	Iteration 65Q: 3 clusters Score -1.481755e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -14817756.000000 Penalty: 3793.930176
	Iteration 66Q: 3 clusters Score -1.481776e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -14817905.000000 Penalty: 3793.930176
	Iteration 67Q: 3 clusters Score -1.48179e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -14818122.000000 Penalty: 3793.930176
	Iteration 68Q: 3 clusters Score -1.481812e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 104358 members 
Entering Unmasked Estep 
Score: -14818364.000000 Penalty: 3793.930176
	Iteration 69Q: 3 clusters Score -1.481836e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 105261 members 
Entering Unmasked Estep 
Score: -14818623.000000 Penalty: 3793.930176
	Iteration 70Q: 3 clusters Score -1.481862e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -14818782.000000 Penalty: 3793.930176
	Iteration 71Q: 3 clusters Score -1.481878e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -14819007.000000 Penalty: 3793.930176
	Iteration 72Q: 3 clusters Score -1.481901e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -14819151.000000 Penalty: 3793.930176
	Iteration 73Q: 3 clusters Score -1.481915e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -14819296.000000 Penalty: 3793.930176
	Iteration 74Q: 3 clusters Score -1.48193e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -14819395.000000 Penalty: 3793.930176
	Iteration 75Q: 3 clusters Score -1.48194e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -14819499.000000 Penalty: 3793.930176
	Iteration 76Q: 3 clusters Score -1.48195e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -14819614.000000 Penalty: 3793.930176
	Iteration 77Q: 3 clusters Score -1.481961e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -14819692.000000 Penalty: 3793.930176
	Iteration 78Q: 3 clusters Score -1.481969e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -14819790.000000 Penalty: 3793.930176
	Iteration 79Q: 3 clusters Score -1.481979e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 111302 members 
Entering Unmasked Estep 
Score: -14819845.000000 Penalty: 3793.930176
	Iteration 80F: 3 clusters Score -1.481984e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -14819874.000000 Penalty: 3793.930176
	Iteration 81Q: 3 clusters Score -1.481987e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -14819887.000000 Penalty: 3793.930176
	Iteration 82Q: 3 clusters Score -1.481989e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -14819931.000000 Penalty: 3793.930176
	Iteration 83Q: 3 clusters Score -1.481993e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
Score: -14819999.000000 Penalty: 3793.930176
	Iteration 84Q: 3 clusters Score -1.482e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 112892 members 
Entering Unmasked Estep 
Score: -14819978.000000 Penalty: 3793.930176
	Iteration 85Q: 3 clusters Score -1.481998e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 113132 members 
Entering Unmasked Estep 
Score: -14819977.000000 Penalty: 3793.930176
	Iteration 86Q: 3 clusters Score -1.481998e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -14819973.000000 Penalty: 3793.930176
	Iteration 87Q: 3 clusters Score -1.481997e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -14820021.000000 Penalty: 3793.930176
	Iteration 88Q: 3 clusters Score -1.482002e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -14820011.000000 Penalty: 3793.930176
	Iteration 89Q: 3 clusters Score -1.482001e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -14819987.000000 Penalty: 3793.930176
	Iteration 90Q: 3 clusters Score -1.481999e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -14819990.000000 Penalty: 3793.930176
	Iteration 91Q: 3 clusters Score -1.481999e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -14819996.000000 Penalty: 3793.930176
	Iteration 92Q: 3 clusters Score -1.482e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -14820015.000000 Penalty: 3793.930176
	Iteration 93Q: 3 clusters Score -1.482002e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -14820036.000000 Penalty: 3793.930176
	Iteration 94Q: 3 clusters Score -1.482004e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -14820027.000000 Penalty: 3793.930176
	Iteration 95Q: 3 clusters Score -1.482003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -14820035.000000 Penalty: 3793.930176
	Iteration 96Q: 3 clusters Score -1.482004e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -14820026.000000 Penalty: 3793.930176
	Iteration 97Q: 3 clusters Score -1.482003e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -14820026.000000 Penalty: 3793.930176
	Iteration 98Q: 3 clusters Score -1.482003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -14820028.000000 Penalty: 3793.930176
	Iteration 99Q: 3 clusters Score -1.482003e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -14820029.000000 Penalty: 3793.930176
	Iteration 100F: 3 clusters Score -1.482003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -14820055.000000 Penalty: 3793.930176
	Iteration 101Q: 3 clusters Score -1.482006e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -14820065.000000 Penalty: 3793.930176
	Iteration 102Q: 3 clusters Score -1.482006e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 114811 members 
Entering Unmasked Estep 
Score: -14820053.000000 Penalty: 3793.930176
	Iteration 103Q: 3 clusters Score -1.482005e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 114843 members 
Entering Unmasked Estep 
Score: -14820058.000000 Penalty: 3793.930176
	Iteration 104Q: 3 clusters Score -1.482006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -14820054.000000 Penalty: 3793.930176
	Iteration 105Q: 3 clusters Score -1.482005e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 114894 members 
Entering Unmasked Estep 
Score: -14820063.000000 Penalty: 3793.930176
	Iteration 106Q: 3 clusters Score -1.482006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 114919 members 
Entering Unmasked Estep 
Score: -14820050.000000 Penalty: 3793.930176
	Iteration 107Q: 3 clusters Score -1.482005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -14820065.000000 Penalty: 3793.930176
	Iteration 108Q: 3 clusters Score -1.482006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 114956 members 
Entering Unmasked Estep 
Score: -14820065.000000 Penalty: 3793.930176
	Iteration 109Q: 3 clusters Score -1.482006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -14820067.000000 Penalty: 3793.930176
	Iteration 110Q: 3 clusters Score -1.482007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 114981 members 
Entering Unmasked Estep 
Score: -14820066.000000 Penalty: 3793.930176
	Iteration 111Q: 3 clusters Score -1.482007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -14820060.000000 Penalty: 3793.930176
	Iteration 112Q: 3 clusters Score -1.482006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -14820064.000000 Penalty: 3793.930176
	Iteration 113Q: 3 clusters Score -1.482006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -14820044.000000 Penalty: 3793.930176
	Iteration 114Q: 3 clusters Score -1.482004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 115042 members 
Entering Unmasked Estep 
Score: -14820055.000000 Penalty: 3793.930176
	Iteration 115Q: 3 clusters Score -1.482006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -14820049.000000 Penalty: 3793.930176
	Iteration 116Q: 3 clusters Score -1.482005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -14820055.000000 Penalty: 3793.930176
	Iteration 117Q: 3 clusters Score -1.482006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 115083 members 
Entering Unmasked Estep 
Score: -14820065.000000 Penalty: 3793.930176
	Iteration 118Q: 3 clusters Score -1.482006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -14820054.000000 Penalty: 3793.930176
	Iteration 119Q: 3 clusters Score -1.482005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -14820048.000000 Penalty: 3793.930176
	Iteration 120F: 3 clusters Score -1.482005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -14820051.000000 Penalty: 3793.930176
	Iteration 121Q: 3 clusters Score -1.482005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 115127 members 
Entering Unmasked Estep 
Score: -14820055.000000 Penalty: 3793.930176
	Iteration 122Q: 3 clusters Score -1.482006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 115140 members 
Entering Unmasked Estep 
Score: -14820042.000000 Penalty: 3793.930176
	Iteration 123Q: 3 clusters Score -1.482004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -14820043.000000 Penalty: 3793.930176
	Iteration 124Q: 3 clusters Score -1.482004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -14820050.000000 Penalty: 3793.930176
	Iteration 125Q: 3 clusters Score -1.482005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 115160 members 
Entering Unmasked Estep 
Score: -14820060.000000 Penalty: 3793.930176
	Iteration 126Q: 3 clusters Score -1.482006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -14820062.000000 Penalty: 3793.930176
	Iteration 127Q: 3 clusters Score -1.482006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -14820065.000000 Penalty: 3793.930176
	Iteration 128Q: 3 clusters Score -1.482006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -14820060.000000 Penalty: 3793.930176
	Iteration 129Q: 3 clusters Score -1.482006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -14820053.000000 Penalty: 3793.930176
	Iteration 130Q: 3 clusters Score -1.482005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 115197 members 
Entering Unmasked Estep 
Score: -14820037.000000 Penalty: 3793.930176
	Iteration 131Q: 3 clusters Score -1.482004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -14820049.000000 Penalty: 3793.930176
	Iteration 132Q: 3 clusters Score -1.482005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -14820056.000000 Penalty: 3793.930176
	Iteration 133Q: 3 clusters Score -1.482006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -14820054.000000 Penalty: 3793.930176
	Iteration 134Q: 3 clusters Score -1.482005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -14820046.000000 Penalty: 3793.930176
	Iteration 135Q: 3 clusters Score -1.482005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -14820058.000000 Penalty: 3793.930176
	Iteration 136Q: 3 clusters Score -1.482006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -14820057.000000 Penalty: 3793.930176
	Iteration 137Q: 3 clusters Score -1.482006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 115213 members 
Entering Unmasked Estep 
Score: -14820050.000000 Penalty: 3793.930176
	Iteration 138Q: 3 clusters Score -1.482005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -14820057.000000 Penalty: 3793.930176
	Iteration 139Q: 3 clusters Score -1.482006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -14820055.000000 Penalty: 3793.930176
	Iteration 140F: 3 clusters Score -1.482006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -14820063.000000 Penalty: 3793.930176
	Iteration 141Q: 3 clusters Score -1.482006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -14820063.000000 Penalty: 3793.930176
	Iteration 142F: 3 clusters Score -1.482006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119205 members 
Entering Unmasked Estep 
Score: -15018094.000000 Penalty: 1899.397461
	Iteration 0F: 2 clusters Score -1.501809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -14941153.000000 Penalty: 3798.794922
	Iteration 0F: 3 clusters Score -1.494115e+07 nChanged 57309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -14975014.000000 Penalty: 3798.794922
	Iteration 1F: 3 clusters Score -1.497501e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -14975769.000000 Penalty: 3798.794922
	Iteration 2Q: 3 clusters Score -1.497577e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -14976742.000000 Penalty: 3798.794922
	Iteration 3Q: 3 clusters Score -1.497674e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -14978145.000000 Penalty: 3798.794922
	Iteration 4Q: 3 clusters Score -1.497814e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -14980505.000000 Penalty: 3798.794922
	Iteration 5Q: 3 clusters Score -1.49805e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -14984330.000000 Penalty: 3798.794922
	Iteration 6F: 3 clusters Score -1.498433e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -14989935.000000 Penalty: 3798.794922
	Iteration 7F: 3 clusters Score -1.498994e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -14997141.000000 Penalty: 3798.794922
	Iteration 8F: 3 clusters Score -1.499714e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -15003861.000000 Penalty: 3798.794922
	Iteration 9F: 3 clusters Score -1.500386e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -15007175.000000 Penalty: 3798.794922
	Iteration 10F: 3 clusters Score -1.500718e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -15008444.000000 Penalty: 3798.794922
	Iteration 11Q: 3 clusters Score -1.500844e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -15009336.000000 Penalty: 3798.794922
	Iteration 12Q: 3 clusters Score -1.500934e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -15010121.000000 Penalty: 3798.794922
	Iteration 13Q: 3 clusters Score -1.501012e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -15010792.000000 Penalty: 3798.794922
	Iteration 14Q: 3 clusters Score -1.501079e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -15011320.000000 Penalty: 3798.794922
	Iteration 15Q: 3 clusters Score -1.501132e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -15011816.000000 Penalty: 3798.794922
	Iteration 16Q: 3 clusters Score -1.501182e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -15012238.000000 Penalty: 3798.794922
	Iteration 17Q: 3 clusters Score -1.501224e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -15012713.000000 Penalty: 3798.794922
	Iteration 18Q: 3 clusters Score -1.501271e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -15013003.000000 Penalty: 3798.794922
	Iteration 19Q: 3 clusters Score -1.5013e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -15013391.000000 Penalty: 3798.794922
	Iteration 20F: 3 clusters Score -1.501339e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -15013729.000000 Penalty: 3798.794922
	Iteration 21Q: 3 clusters Score -1.501373e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -15014102.000000 Penalty: 3798.794922
	Iteration 22Q: 3 clusters Score -1.50141e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -15014403.000000 Penalty: 3798.794922
	Iteration 23Q: 3 clusters Score -1.50144e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -15014704.000000 Penalty: 3798.794922
	Iteration 24Q: 3 clusters Score -1.50147e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -15014986.000000 Penalty: 3798.794922
	Iteration 25Q: 3 clusters Score -1.501499e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -15015294.000000 Penalty: 3798.794922
	Iteration 26Q: 3 clusters Score -1.501529e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -15015629.000000 Penalty: 3798.794922
	Iteration 27Q: 3 clusters Score -1.501563e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -15015921.000000 Penalty: 3798.794922
	Iteration 28Q: 3 clusters Score -1.501592e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -15016312.000000 Penalty: 3798.794922
	Iteration 29Q: 3 clusters Score -1.501631e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -15016580.000000 Penalty: 3798.794922
	Iteration 30Q: 3 clusters Score -1.501658e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 97953 members 
Entering Unmasked Estep 
Score: -15016858.000000 Penalty: 3798.794922
	Iteration 31Q: 3 clusters Score -1.501686e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -15017096.000000 Penalty: 3798.794922
	Iteration 32Q: 3 clusters Score -1.50171e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -15017411.000000 Penalty: 3798.794922
	Iteration 33Q: 3 clusters Score -1.501741e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -15017693.000000 Penalty: 3798.794922
	Iteration 34Q: 3 clusters Score -1.501769e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -15017947.000000 Penalty: 3798.794922
	Iteration 35Q: 3 clusters Score -1.501795e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 102875 members 
Entering Unmasked Estep 
Score: -15018157.000000 Penalty: 3798.794922
	Iteration 36Q: 3 clusters Score -1.501816e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -15018303.000000 Penalty: 3798.794922
	Iteration 37Q: 3 clusters Score -1.50183e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -15018451.000000 Penalty: 3798.794922
	Iteration 38Q: 3 clusters Score -1.501845e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -15018617.000000 Penalty: 3798.794922
	Iteration 39Q: 3 clusters Score -1.501862e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -15018699.000000 Penalty: 3798.794922
	Iteration 40F: 3 clusters Score -1.50187e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -15018741.000000 Penalty: 3798.794922
	Iteration 41Q: 3 clusters Score -1.501874e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 107530 members 
Entering Unmasked Estep 
Score: -15018811.000000 Penalty: 3798.794922
	Iteration 42Q: 3 clusters Score -1.501881e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -15018882.000000 Penalty: 3798.794922
	Iteration 43Q: 3 clusters Score -1.501888e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -15018868.000000 Penalty: 3798.794922
	Iteration 44Q: 3 clusters Score -1.501887e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -15018949.000000 Penalty: 3798.794922
	Iteration 45Q: 3 clusters Score -1.501895e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 109710 members 
Entering Unmasked Estep 
Score: -15018908.000000 Penalty: 3798.794922
	Iteration 46Q: 3 clusters Score -1.501891e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -15019000.000000 Penalty: 3798.794922
	Iteration 47Q: 3 clusters Score -1.5019e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -15018963.000000 Penalty: 3798.794922
	Iteration 48Q: 3 clusters Score -1.501896e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -15018870.000000 Penalty: 3798.794922
	Iteration 49Q: 3 clusters Score -1.501887e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 111285 members 
Entering Unmasked Estep 
Score: -15018850.000000 Penalty: 3798.794922
	Iteration 50Q: 3 clusters Score -1.501885e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -15018790.000000 Penalty: 3798.794922
	Iteration 51Q: 3 clusters Score -1.501879e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 112019 members 
Entering Unmasked Estep 
Score: -15018741.000000 Penalty: 3798.794922
	Iteration 52Q: 3 clusters Score -1.501874e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -15018601.000000 Penalty: 3798.794922
	Iteration 53Q: 3 clusters Score -1.50186e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
Score: -15018525.000000 Penalty: 3798.794922
	Iteration 54Q: 3 clusters Score -1.501852e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 113045 members 
Entering Unmasked Estep 
Score: -15018503.000000 Penalty: 3798.794922
	Iteration 55Q: 3 clusters Score -1.50185e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -15018440.000000 Penalty: 3798.794922
	Iteration 56Q: 3 clusters Score -1.501844e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -15018383.000000 Penalty: 3798.794922
	Iteration 57Q: 3 clusters Score -1.501838e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 113881 members 
Entering Unmasked Estep 
Score: -15018368.000000 Penalty: 3798.794922
	Iteration 58Q: 3 clusters Score -1.501837e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 114129 members 
Entering Unmasked Estep 
Score: -15018319.000000 Penalty: 3798.794922
	Iteration 59Q: 3 clusters Score -1.501832e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -15018258.000000 Penalty: 3798.794922
	Iteration 60F: 3 clusters Score -1.501826e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -15018191.000000 Penalty: 3798.794922
	Iteration 61Q: 3 clusters Score -1.501819e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -15018213.000000 Penalty: 3798.794922
	Iteration 62Q: 3 clusters Score -1.501821e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -15018137.000000 Penalty: 3798.794922
	Iteration 63Q: 3 clusters Score -1.501814e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 115195 members 
Entering Unmasked Estep 
Score: -15018108.000000 Penalty: 3798.794922
	Iteration 64Q: 3 clusters Score -1.501811e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -15018096.000000 Penalty: 3798.794922
	Iteration 65Q: 3 clusters Score -1.50181e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -15018048.000000 Penalty: 3798.794922
	Iteration 66Q: 3 clusters Score -1.501805e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -15018053.000000 Penalty: 3798.794922
	Iteration 67Q: 3 clusters Score -1.501805e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -15018006.000000 Penalty: 3798.794922
	Iteration 68Q: 3 clusters Score -1.501801e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 115931 members 
Entering Unmasked Estep 
Score: -15017988.000000 Penalty: 3798.794922
	Iteration 69Q: 3 clusters Score -1.501799e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 116071 members 
Entering Unmasked Estep 
Score: -15017957.000000 Penalty: 3798.794922
	Iteration 70Q: 3 clusters Score -1.501796e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -15017916.000000 Penalty: 3798.794922
	Iteration 71Q: 3 clusters Score -1.501792e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -15017872.000000 Penalty: 3798.794922
	Iteration 72Q: 3 clusters Score -1.501787e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 116399 members 
Entering Unmasked Estep 
Score: -15017831.000000 Penalty: 3798.794922
	Iteration 73Q: 3 clusters Score -1.501783e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -15017822.000000 Penalty: 3798.794922
	Iteration 74Q: 3 clusters Score -1.501782e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -15017827.000000 Penalty: 3798.794922
	Iteration 75Q: 3 clusters Score -1.501783e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
Score: -15017801.000000 Penalty: 3798.794922
	Iteration 76Q: 3 clusters Score -1.50178e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -15017777.000000 Penalty: 3798.794922
	Iteration 77Q: 3 clusters Score -1.501778e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -15017767.000000 Penalty: 3798.794922
	Iteration 78Q: 3 clusters Score -1.501777e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -15017752.000000 Penalty: 3798.794922
	Iteration 79Q: 3 clusters Score -1.501775e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 116832 members 
Entering Unmasked Estep 
Score: -15017748.000000 Penalty: 3798.794922
	Iteration 80F: 3 clusters Score -1.501775e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 116875 members 
Entering Unmasked Estep 
Score: -15017740.000000 Penalty: 3798.794922
	Iteration 81Q: 3 clusters Score -1.501774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -15017725.000000 Penalty: 3798.794922
	Iteration 82Q: 3 clusters Score -1.501772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 116928 members 
Entering Unmasked Estep 
Score: -15017716.000000 Penalty: 3798.794922
	Iteration 83Q: 3 clusters Score -1.501772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 116953 members 
Entering Unmasked Estep 
Score: -15017705.000000 Penalty: 3798.794922
	Iteration 84Q: 3 clusters Score -1.50177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 116973 members 
Entering Unmasked Estep 
Score: -15017710.000000 Penalty: 3798.794922
	Iteration 85Q: 3 clusters Score -1.501771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -15017711.000000 Penalty: 3798.794922
	Iteration 86Q: 3 clusters Score -1.501771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 117011 members 
Entering Unmasked Estep 
Score: -15017714.000000 Penalty: 3798.794922
	Iteration 87Q: 3 clusters Score -1.501771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -15017696.000000 Penalty: 3798.794922
	Iteration 88Q: 3 clusters Score -1.50177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
Score: -15017690.000000 Penalty: 3798.794922
	Iteration 89Q: 3 clusters Score -1.501769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -15017667.000000 Penalty: 3798.794922
	Iteration 90Q: 3 clusters Score -1.501767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 117049 members 
Entering Unmasked Estep 
Score: -15017665.000000 Penalty: 3798.794922
	Iteration 91Q: 3 clusters Score -1.501766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 117057 members 
Entering Unmasked Estep 
Score: -15017654.000000 Penalty: 3798.794922
	Iteration 92Q: 3 clusters Score -1.501765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -15017655.000000 Penalty: 3798.794922
	Iteration 93Q: 3 clusters Score -1.501766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -15017648.000000 Penalty: 3798.794922
	Iteration 94Q: 3 clusters Score -1.501765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -15017654.000000 Penalty: 3798.794922
	Iteration 95Q: 3 clusters Score -1.501765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 117086 members 
Entering Unmasked Estep 
Score: -15017648.000000 Penalty: 3798.794922
	Iteration 96Q: 3 clusters Score -1.501765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 117088 members 
Entering Unmasked Estep 
Score: -15017655.000000 Penalty: 3798.794922
	Iteration 97Q: 3 clusters Score -1.501766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 117090 members 
Entering Unmasked Estep 
Score: -15017656.000000 Penalty: 3798.794922
	Iteration 98Q: 3 clusters Score -1.501766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 117091 members 
Entering Unmasked Estep 
Score: -15017657.000000 Penalty: 3798.794922
	Iteration 99Q: 3 clusters Score -1.501766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 117091 members 
Entering Unmasked Estep 
Score: -15017657.000000 Penalty: 3798.794922
	Iteration 100F: 3 clusters Score -1.501766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Entering Unmasked Estep 
Score: -6409392.500000 Penalty: 1765.599854
	Iteration 0F: 2 clusters Score -6409392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -6374436.000000 Penalty: 3531.199707
	Iteration 0F: 3 clusters Score -6374436 nChanged 24490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6388706.000000 Penalty: 3531.199707
	Iteration 1F: 3 clusters Score -6388706 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -6389555.500000 Penalty: 3531.199707
	Iteration 2Q: 3 clusters Score -6389556 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -6390779.000000 Penalty: 3531.199707
	Iteration 3F: 3 clusters Score -6390779 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -6392709.500000 Penalty: 3531.199707
	Iteration 4F: 3 clusters Score -6392710 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -6395624.000000 Penalty: 3531.199707
	Iteration 5F: 3 clusters Score -6395624 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -6399188.000000 Penalty: 3531.199707
	Iteration 6F: 3 clusters Score -6399188 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -6402659.000000 Penalty: 3531.199707
	Iteration 7F: 3 clusters Score -6402659 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -6405148.000000 Penalty: 3531.199707
	Iteration 8F: 3 clusters Score -6405148 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -6406490.000000 Penalty: 3531.199707
	Iteration 9Q: 3 clusters Score -6406490 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -6407184.500000 Penalty: 3531.199707
	Iteration 10Q: 3 clusters Score -6407184 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6407474.000000 Penalty: 3531.199707
	Iteration 11Q: 3 clusters Score -6407474 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -6407609.000000 Penalty: 3531.199707
	Iteration 12Q: 3 clusters Score -6407609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6407702.500000 Penalty: 3531.199707
	Iteration 13Q: 3 clusters Score -6407702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -6407767.000000 Penalty: 3531.199707
	Iteration 14Q: 3 clusters Score -6407767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -6407805.500000 Penalty: 3531.199707
	Iteration 15Q: 3 clusters Score -6407806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6407816.500000 Penalty: 3531.199707
	Iteration 16Q: 3 clusters Score -6407816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6407820.000000 Penalty: 3531.199707
	Iteration 17Q: 3 clusters Score -6407820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -6407829.500000 Penalty: 3531.199707
	Iteration 18Q: 3 clusters Score -6407830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6407827.500000 Penalty: 3531.199707
	Iteration 19Q: 3 clusters Score -6407828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -6407830.500000 Penalty: 3531.199707
	Iteration 20F: 3 clusters Score -6407830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6407828.500000 Penalty: 3531.199707
	Iteration 21Q: 3 clusters Score -6407828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -6407836.500000 Penalty: 3531.199707
	Iteration 22Q: 3 clusters Score -6407836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -6407838.500000 Penalty: 3531.199707
	Iteration 23Q: 3 clusters Score -6407838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6407840.500000 Penalty: 3531.199707
	Iteration 24Q: 3 clusters Score -6407840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6407838.500000 Penalty: 3531.199707
	Iteration 25Q: 3 clusters Score -6407838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6407838.500000 Penalty: 3531.199707
	Iteration 26F: 3 clusters Score -6407838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -262360.093750 Penalty: 1249.745728
	Iteration 0F: 2 clusters Score -262360.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -260157.687500 Penalty: 2499.491455
	Iteration 0F: 3 clusters Score -260157.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -260653.171875 Penalty: 2499.491455
	Iteration 1F: 3 clusters Score -260653.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -260817.390625 Penalty: 2499.491455
	Iteration 2F: 3 clusters Score -260817.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -260901.312500 Penalty: 2499.491455
	Iteration 3F: 3 clusters Score -260901.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260971.140625 Penalty: 2499.491455
	Iteration 4Q: 3 clusters Score -260971.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -261059.937500 Penalty: 2499.491455
	Iteration 5Q: 3 clusters Score -261059.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -261155.781250 Penalty: 2499.491455
	Iteration 6Q: 3 clusters Score -261155.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261235.718750 Penalty: 2499.491455
	Iteration 7Q: 3 clusters Score -261235.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -261320.171875 Penalty: 2499.491455
	Iteration 8Q: 3 clusters Score -261320.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -261390.781250 Penalty: 2499.491455
	Iteration 9Q: 3 clusters Score -261390.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -261452.937500 Penalty: 2499.491455
	Iteration 10Q: 3 clusters Score -261452.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -261525.687500 Penalty: 2499.491455
	Iteration 11Q: 3 clusters Score -261525.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -261604.640625 Penalty: 2499.491455
	Iteration 12Q: 3 clusters Score -261604.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -261691.031250 Penalty: 2499.491455
	Iteration 13Q: 3 clusters Score -261691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -261767.109375 Penalty: 2499.491455
	Iteration 14Q: 3 clusters Score -261767.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -261807.468750 Penalty: 2499.491455
	Iteration 15Q: 3 clusters Score -261807.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261831.812500 Penalty: 2499.491455
	Iteration 16Q: 3 clusters Score -261831.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -261859.109375 Penalty: 2499.491455
	Iteration 17Q: 3 clusters Score -261859.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -261878.671875 Penalty: 2499.491455
	Iteration 18Q: 3 clusters Score -261878.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -261904.718750 Penalty: 2499.491455
	Iteration 19Q: 3 clusters Score -261904.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -261927.453125 Penalty: 2499.491455
	Iteration 20F: 3 clusters Score -261927.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -261941.781250 Penalty: 2499.491455
	Iteration 21Q: 3 clusters Score -261941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -261952.234375 Penalty: 2499.491455
	Iteration 22Q: 3 clusters Score -261952.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261961.296875 Penalty: 2499.491455
	Iteration 23Q: 3 clusters Score -261961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -261965.390625 Penalty: 2499.491455
	Iteration 24Q: 3 clusters Score -261965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -261968.156250 Penalty: 2499.491455
	Iteration 25Q: 3 clusters Score -261968.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -261971.328125 Penalty: 2499.491455
	Iteration 26Q: 3 clusters Score -261971.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -261973.671875 Penalty: 2499.491455
	Iteration 27Q: 3 clusters Score -261973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -261977.000000 Penalty: 2499.491455
	Iteration 28Q: 3 clusters Score -261977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -261978.390625 Penalty: 2499.491455
	Iteration 29Q: 3 clusters Score -261978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261979.203125 Penalty: 2499.491455
	Iteration 30Q: 3 clusters Score -261979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261979.203125 Penalty: 2499.491455
	Iteration 31F: 3 clusters Score -261979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -18363.408203 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -18363.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17657.335938 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -17657.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17835.679688 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -17835.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18021.177734 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -18021.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18118.007812 Penalty: 1828.976929
	Iteration 3F: 3 clusters Score -18118.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18215.574219 Penalty: 1828.976929
	Iteration 4F: 3 clusters Score -18215.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18266.814453 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -18266.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18274.597656 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -18274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18274.597656 Penalty: 1828.976929
	Iteration 7F: 3 clusters Score -18274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (100022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Entering Unmasked Estep 
Score: -12642249.000000 Penalty: 1870.886108
	Iteration 0F: 2 clusters Score -1.264225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -12575692.000000 Penalty: 3741.772217
	Iteration 0F: 3 clusters Score -1.257569e+07 nChanged 47911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -12603559.000000 Penalty: 3741.772217
	Iteration 1F: 3 clusters Score -1.260356e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -12604435.000000 Penalty: 3741.772217
	Iteration 2Q: 3 clusters Score -1.260444e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -12605493.000000 Penalty: 3741.772217
	Iteration 3Q: 3 clusters Score -1.260549e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -12606965.000000 Penalty: 3741.772217
	Iteration 4Q: 3 clusters Score -1.260696e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -12608875.000000 Penalty: 3741.772217
	Iteration 5Q: 3 clusters Score -1.260888e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -12611769.000000 Penalty: 3741.772217
	Iteration 6F: 3 clusters Score -1.261177e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -12615949.000000 Penalty: 3741.772217
	Iteration 7F: 3 clusters Score -1.261595e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -12621580.000000 Penalty: 3741.772217
	Iteration 8F: 3 clusters Score -1.262158e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -12627062.000000 Penalty: 3741.772217
	Iteration 9F: 3 clusters Score -1.262706e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -12630979.000000 Penalty: 3741.772217
	Iteration 10Q: 3 clusters Score -1.263098e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -12633108.000000 Penalty: 3741.772217
	Iteration 11Q: 3 clusters Score -1.263311e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -12634431.000000 Penalty: 3741.772217
	Iteration 12Q: 3 clusters Score -1.263443e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -12635419.000000 Penalty: 3741.772217
	Iteration 13Q: 3 clusters Score -1.263542e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -12636377.000000 Penalty: 3741.772217
	Iteration 14Q: 3 clusters Score -1.263638e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -12637157.000000 Penalty: 3741.772217
	Iteration 15Q: 3 clusters Score -1.263716e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -12637832.000000 Penalty: 3741.772217
	Iteration 16Q: 3 clusters Score -1.263783e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -12638325.000000 Penalty: 3741.772217
	Iteration 17Q: 3 clusters Score -1.263832e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -12638818.000000 Penalty: 3741.772217
	Iteration 18Q: 3 clusters Score -1.263882e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -12639147.000000 Penalty: 3741.772217
	Iteration 19Q: 3 clusters Score -1.263915e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -12639412.000000 Penalty: 3741.772217
	Iteration 20F: 3 clusters Score -1.263941e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -12639712.000000 Penalty: 3741.772217
	Iteration 21Q: 3 clusters Score -1.263971e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -12639920.000000 Penalty: 3741.772217
	Iteration 22Q: 3 clusters Score -1.263992e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -12640087.000000 Penalty: 3741.772217
	Iteration 23Q: 3 clusters Score -1.264009e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -12640207.000000 Penalty: 3741.772217
	Iteration 24Q: 3 clusters Score -1.264021e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -12640282.000000 Penalty: 3741.772217
	Iteration 25Q: 3 clusters Score -1.264028e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -12640302.000000 Penalty: 3741.772217
	Iteration 26Q: 3 clusters Score -1.26403e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12640333.000000 Penalty: 3741.772217
	Iteration 27Q: 3 clusters Score -1.264033e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12640415.000000 Penalty: 3741.772217
	Iteration 28Q: 3 clusters Score -1.264042e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12640452.000000 Penalty: 3741.772217
	Iteration 29Q: 3 clusters Score -1.264045e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -12640464.000000 Penalty: 3741.772217
	Iteration 30Q: 3 clusters Score -1.264046e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12640473.000000 Penalty: 3741.772217
	Iteration 31Q: 3 clusters Score -1.264047e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12640481.000000 Penalty: 3741.772217
	Iteration 32Q: 3 clusters Score -1.264048e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12640511.000000 Penalty: 3741.772217
	Iteration 33Q: 3 clusters Score -1.264051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12640540.000000 Penalty: 3741.772217
	Iteration 34Q: 3 clusters Score -1.264054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12640542.000000 Penalty: 3741.772217
	Iteration 35Q: 3 clusters Score -1.264054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12640569.000000 Penalty: 3741.772217
	Iteration 36Q: 3 clusters Score -1.264057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12640602.000000 Penalty: 3741.772217
	Iteration 37Q: 3 clusters Score -1.26406e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98713 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12640612.000000 Penalty: 3741.772217
	Iteration 38Q: 3 clusters Score -1.264061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98746 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12640613.000000 Penalty: 3741.772217
	Iteration 39Q: 3 clusters Score -1.264061e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12640628.000000 Penalty: 3741.772217
	Iteration 40F: 3 clusters Score -1.264063e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12640652.000000 Penalty: 3741.772217
	Iteration 41Q: 3 clusters Score -1.264065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12640663.000000 Penalty: 3741.772217
	Iteration 42Q: 3 clusters Score -1.264066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -12640673.000000 Penalty: 3741.772217
	Iteration 43Q: 3 clusters Score -1.264067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12640668.000000 Penalty: 3741.772217
	Iteration 44Q: 3 clusters Score -1.264067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12640666.000000 Penalty: 3741.772217
	Iteration 45Q: 3 clusters Score -1.264067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12640680.000000 Penalty: 3741.772217
	Iteration 46Q: 3 clusters Score -1.264068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98875 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12640671.000000 Penalty: 3741.772217
	Iteration 47Q: 3 clusters Score -1.264067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12640684.000000 Penalty: 3741.772217
	Iteration 48Q: 3 clusters Score -1.264068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12640690.000000 Penalty: 3741.772217
	Iteration 49Q: 3 clusters Score -1.264069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -12640694.000000 Penalty: 3741.772217
	Iteration 50Q: 3 clusters Score -1.264069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12640686.000000 Penalty: 3741.772217
	Iteration 51Q: 3 clusters Score -1.264069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12640705.000000 Penalty: 3741.772217
	Iteration 52Q: 3 clusters Score -1.26407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12640702.000000 Penalty: 3741.772217
	Iteration 53Q: 3 clusters Score -1.26407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12640703.000000 Penalty: 3741.772217
	Iteration 54Q: 3 clusters Score -1.26407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12640708.000000 Penalty: 3741.772217
	Iteration 55Q: 3 clusters Score -1.264071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12640703.000000 Penalty: 3741.772217
	Iteration 56Q: 3 clusters Score -1.26407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98964 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12640709.000000 Penalty: 3741.772217
	Iteration 57Q: 3 clusters Score -1.264071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12640721.000000 Penalty: 3741.772217
	Iteration 58Q: 3 clusters Score -1.264072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12640717.000000 Penalty: 3741.772217
	Iteration 59Q: 3 clusters Score -1.264072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12640715.000000 Penalty: 3741.772217
	Iteration 60F: 3 clusters Score -1.264072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12640714.000000 Penalty: 3741.772217
	Iteration 61Q: 3 clusters Score -1.264071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12640716.000000 Penalty: 3741.772217
	Iteration 62Q: 3 clusters Score -1.264072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12640708.000000 Penalty: 3741.772217
	Iteration 63Q: 3 clusters Score -1.264071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12640716.000000 Penalty: 3741.772217
	Iteration 64Q: 3 clusters Score -1.264072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12640713.000000 Penalty: 3741.772217
	Iteration 65Q: 3 clusters Score -1.264071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12640708.000000 Penalty: 3741.772217
	Iteration 66Q: 3 clusters Score -1.264071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12640697.000000 Penalty: 3741.772217
	Iteration 67Q: 3 clusters Score -1.26407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98990 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12640705.000000 Penalty: 3741.772217
	Iteration 68Q: 3 clusters Score -1.26407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12640701.000000 Penalty: 3741.772217
	Iteration 69Q: 3 clusters Score -1.26407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98995 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12640707.000000 Penalty: 3741.772217
	Iteration 70Q: 3 clusters Score -1.264071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12640712.000000 Penalty: 3741.772217
	Iteration 71Q: 3 clusters Score -1.264071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12640709.000000 Penalty: 3741.772217
	Iteration 72Q: 3 clusters Score -1.264071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12640710.000000 Penalty: 3741.772217
	Iteration 73Q: 3 clusters Score -1.264071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12640711.000000 Penalty: 3741.772217
	Iteration 74Q: 3 clusters Score -1.264071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12640711.000000 Penalty: 3741.772217
	Iteration 75F: 3 clusters Score -1.264071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Entering Unmasked Estep 
Score: -1777313.375000 Penalty: 1557.003418
	Iteration 0F: 2 clusters Score -1777313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1767278.125000 Penalty: 3114.006836
	Iteration 0F: 3 clusters Score -1767278 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1770896.250000 Penalty: 3114.006836
	Iteration 1F: 3 clusters Score -1770896 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1771379.375000 Penalty: 3114.006836
	Iteration 2F: 3 clusters Score -1771379 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1771854.750000 Penalty: 3114.006836
	Iteration 3F: 3 clusters Score -1771855 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1772265.000000 Penalty: 3114.006836
	Iteration 4F: 3 clusters Score -1772265 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1772636.500000 Penalty: 3114.006836
	Iteration 5F: 3 clusters Score -1772636 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1772962.875000 Penalty: 3114.006836
	Iteration 6Q: 3 clusters Score -1772963 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1773242.125000 Penalty: 3114.006836
	Iteration 7Q: 3 clusters Score -1773242 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1773484.375000 Penalty: 3114.006836
	Iteration 8Q: 3 clusters Score -1773484 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1773657.375000 Penalty: 3114.006836
	Iteration 9Q: 3 clusters Score -1773657 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1773800.125000 Penalty: 3114.006836
	Iteration 10Q: 3 clusters Score -1773800 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1773940.375000 Penalty: 3114.006836
	Iteration 11Q: 3 clusters Score -1773940 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1774042.125000 Penalty: 3114.006836
	Iteration 12Q: 3 clusters Score -1774042 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1774153.875000 Penalty: 3114.006836
	Iteration 13Q: 3 clusters Score -1774154 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1774245.625000 Penalty: 3114.006836
	Iteration 14Q: 3 clusters Score -1774246 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1774346.250000 Penalty: 3114.006836
	Iteration 15Q: 3 clusters Score -1774346 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1774431.125000 Penalty: 3114.006836
	Iteration 16Q: 3 clusters Score -1774431 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1774496.250000 Penalty: 3114.006836
	Iteration 17Q: 3 clusters Score -1774496 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1774566.500000 Penalty: 3114.006836
	Iteration 18Q: 3 clusters Score -1774566 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1774652.375000 Penalty: 3114.006836
	Iteration 19Q: 3 clusters Score -1774652 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1774733.625000 Penalty: 3114.006836
	Iteration 20F: 3 clusters Score -1774734 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1774833.125000 Penalty: 3114.006836
	Iteration 21Q: 3 clusters Score -1774833 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1774920.125000 Penalty: 3114.006836
	Iteration 22Q: 3 clusters Score -1774920 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1775030.750000 Penalty: 3114.006836
	Iteration 23Q: 3 clusters Score -1775031 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1775127.750000 Penalty: 3114.006836
	Iteration 24Q: 3 clusters Score -1775128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1775220.875000 Penalty: 3114.006836
	Iteration 25Q: 3 clusters Score -1775221 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1775314.000000 Penalty: 3114.006836
	Iteration 26Q: 3 clusters Score -1775314 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1775404.125000 Penalty: 3114.006836
	Iteration 27Q: 3 clusters Score -1775404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1775492.125000 Penalty: 3114.006836
	Iteration 28Q: 3 clusters Score -1775492 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1775576.625000 Penalty: 3114.006836
	Iteration 29Q: 3 clusters Score -1775577 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1775654.125000 Penalty: 3114.006836
	Iteration 30Q: 3 clusters Score -1775654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1775701.000000 Penalty: 3114.006836
	Iteration 31Q: 3 clusters Score -1775701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1775736.250000 Penalty: 3114.006836
	Iteration 32Q: 3 clusters Score -1775736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1775762.375000 Penalty: 3114.006836
	Iteration 33Q: 3 clusters Score -1775762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1775793.125000 Penalty: 3114.006836
	Iteration 34Q: 3 clusters Score -1775793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1775818.250000 Penalty: 3114.006836
	Iteration 35Q: 3 clusters Score -1775818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1775845.375000 Penalty: 3114.006836
	Iteration 36Q: 3 clusters Score -1775845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1775865.750000 Penalty: 3114.006836
	Iteration 37Q: 3 clusters Score -1775866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1775886.625000 Penalty: 3114.006836
	Iteration 38Q: 3 clusters Score -1775887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1775910.750000 Penalty: 3114.006836
	Iteration 39Q: 3 clusters Score -1775911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1775935.000000 Penalty: 3114.006836
	Iteration 40F: 3 clusters Score -1775935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1775951.250000 Penalty: 3114.006836
	Iteration 41Q: 3 clusters Score -1775951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1775966.125000 Penalty: 3114.006836
	Iteration 42Q: 3 clusters Score -1775966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1775984.625000 Penalty: 3114.006836
	Iteration 43Q: 3 clusters Score -1775985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1776002.750000 Penalty: 3114.006836
	Iteration 44Q: 3 clusters Score -1776003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1776007.000000 Penalty: 3114.006836
	Iteration 45Q: 3 clusters Score -1776007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1776011.000000 Penalty: 3114.006836
	Iteration 46Q: 3 clusters Score -1776011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1776020.625000 Penalty: 3114.006836
	Iteration 47Q: 3 clusters Score -1776021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1776024.500000 Penalty: 3114.006836
	Iteration 48Q: 3 clusters Score -1776024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1776028.125000 Penalty: 3114.006836
	Iteration 49Q: 3 clusters Score -1776028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1776028.625000 Penalty: 3114.006836
	Iteration 50Q: 3 clusters Score -1776029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1776028.875000 Penalty: 3114.006836
	Iteration 51Q: 3 clusters Score -1776029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1776029.875000 Penalty: 3114.006836
	Iteration 52Q: 3 clusters Score -1776030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1776028.875000 Penalty: 3114.006836
	Iteration 53Q: 3 clusters Score -1776029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1776030.125000 Penalty: 3114.006836
	Iteration 54Q: 3 clusters Score -1776030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1776032.125000 Penalty: 3114.006836
	Iteration 55Q: 3 clusters Score -1776032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1776034.750000 Penalty: 3114.006836
	Iteration 56Q: 3 clusters Score -1776035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1776037.250000 Penalty: 3114.006836
	Iteration 57Q: 3 clusters Score -1776037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1776037.250000 Penalty: 3114.006836
	Iteration 58F: 3 clusters Score -1776037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -192963.890625 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -192963.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -191079.343750 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -191079.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -191532.140625 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -191532.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -191684.218750 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -191684.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -191819.390625 Penalty: 2417.665771
	Iteration 3F: 3 clusters Score -191819.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -191919.203125 Penalty: 2417.665771
	Iteration 4F: 3 clusters Score -191919.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191999.031250 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -191999 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -192075.921875 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -192075.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -192171.000000 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -192171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192239.781250 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -192239.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -192307.468750 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -192307.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192385.718750 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -192385.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -192470.156250 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -192470.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -192555.734375 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -192555.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -192611.953125 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -192612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -192649.468750 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -192649.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -192672.296875 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -192672.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192689.093750 Penalty: 2417.665771
	Iteration 16Q: 3 clusters Score -192689.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192700.796875 Penalty: 2417.665771
	Iteration 17Q: 3 clusters Score -192700.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -192714.640625 Penalty: 2417.665771
	Iteration 18Q: 3 clusters Score -192714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -192736.234375 Penalty: 2417.665771
	Iteration 19Q: 3 clusters Score -192736.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -192760.218750 Penalty: 2417.665771
	Iteration 20F: 3 clusters Score -192760.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192777.968750 Penalty: 2417.665771
	Iteration 21Q: 3 clusters Score -192778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -192794.203125 Penalty: 2417.665771
	Iteration 22Q: 3 clusters Score -192794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -192805.390625 Penalty: 2417.665771
	Iteration 23Q: 3 clusters Score -192805.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -192815.062500 Penalty: 2417.665771
	Iteration 24Q: 3 clusters Score -192815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -192825.437500 Penalty: 2417.665771
	Iteration 25Q: 3 clusters Score -192825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -192849.093750 Penalty: 2417.665771
	Iteration 26Q: 3 clusters Score -192849.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -192892.453125 Penalty: 2417.665771
	Iteration 27Q: 3 clusters Score -192892.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -192924.484375 Penalty: 2417.665771
	Iteration 28Q: 3 clusters Score -192924.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192937.671875 Penalty: 2417.665771
	Iteration 29Q: 3 clusters Score -192937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -192945.609375 Penalty: 2417.665771
	Iteration 30Q: 3 clusters Score -192945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -192953.109375 Penalty: 2417.665771
	Iteration 31Q: 3 clusters Score -192953.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -192956.078125 Penalty: 2417.665771
	Iteration 32Q: 3 clusters Score -192956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -192956.078125 Penalty: 2417.665771
	Iteration 33F: 3 clusters Score -192956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Entering Unmasked Estep 
Score: -628633.812500 Penalty: 1389.979126
	Iteration 0F: 2 clusters Score -628633.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -624562.937500 Penalty: 2779.958252
	Iteration 0F: 3 clusters Score -624562.9 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -625775.375000 Penalty: 2779.958252
	Iteration 1F: 3 clusters Score -625775.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -626015.125000 Penalty: 2779.958252
	Iteration 2F: 3 clusters Score -626015.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -626246.687500 Penalty: 2779.958252
	Iteration 3F: 3 clusters Score -626246.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -626498.625000 Penalty: 2779.958252
	Iteration 4F: 3 clusters Score -626498.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -626736.062500 Penalty: 2779.958252
	Iteration 5F: 3 clusters Score -626736.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -626959.375000 Penalty: 2779.958252
	Iteration 6Q: 3 clusters Score -626959.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -627194.937500 Penalty: 2779.958252
	Iteration 7Q: 3 clusters Score -627194.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -627394.125000 Penalty: 2779.958252
	Iteration 8Q: 3 clusters Score -627394.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -627598.250000 Penalty: 2779.958252
	Iteration 9Q: 3 clusters Score -627598.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -627810.937500 Penalty: 2779.958252
	Iteration 10Q: 3 clusters Score -627810.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -628007.812500 Penalty: 2779.958252
	Iteration 11Q: 3 clusters Score -628007.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -628175.000000 Penalty: 2779.958252
	Iteration 12Q: 3 clusters Score -628175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -628248.062500 Penalty: 2779.958252
	Iteration 13Q: 3 clusters Score -628248.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -628290.625000 Penalty: 2779.958252
	Iteration 14Q: 3 clusters Score -628290.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -628314.625000 Penalty: 2779.958252
	Iteration 15Q: 3 clusters Score -628314.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -628332.187500 Penalty: 2779.958252
	Iteration 16Q: 3 clusters Score -628332.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -628345.750000 Penalty: 2779.958252
	Iteration 17Q: 3 clusters Score -628345.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -628351.312500 Penalty: 2779.958252
	Iteration 18Q: 3 clusters Score -628351.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -628355.187500 Penalty: 2779.958252
	Iteration 19Q: 3 clusters Score -628355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -628357.875000 Penalty: 2779.958252
	Iteration 20F: 3 clusters Score -628357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -628360.312500 Penalty: 2779.958252
	Iteration 21Q: 3 clusters Score -628360.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -628362.125000 Penalty: 2779.958252
	Iteration 22Q: 3 clusters Score -628362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -628363.437500 Penalty: 2779.958252
	Iteration 23Q: 3 clusters Score -628363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -628363.812500 Penalty: 2779.958252
	Iteration 24Q: 3 clusters Score -628363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -628365.125000 Penalty: 2779.958252
	Iteration 25Q: 3 clusters Score -628365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -628366.062500 Penalty: 2779.958252
	Iteration 26Q: 3 clusters Score -628366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -628366.062500 Penalty: 2779.958252
	Iteration 27F: 3 clusters Score -628366.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (117552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117552 members 
Entering Unmasked Estep 
Score: -14772770.000000 Penalty: 1897.128296
	Iteration 0F: 2 clusters Score -1.477277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -14697692.000000 Penalty: 3794.256592
	Iteration 0F: 3 clusters Score -1.469769e+07 nChanged 56479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -14730736.000000 Penalty: 3794.256592
	Iteration 1F: 3 clusters Score -1.473074e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -14731698.000000 Penalty: 3794.256592
	Iteration 2Q: 3 clusters Score -1.47317e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -14733487.000000 Penalty: 3794.256592
	Iteration 3Q: 3 clusters Score -1.473349e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -14736933.000000 Penalty: 3794.256592
	Iteration 4F: 3 clusters Score -1.473693e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -14743107.000000 Penalty: 3794.256592
	Iteration 5F: 3 clusters Score -1.474311e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -14752391.000000 Penalty: 3794.256592
	Iteration 6F: 3 clusters Score -1.475239e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -14762034.000000 Penalty: 3794.256592
	Iteration 7F: 3 clusters Score -1.476203e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -14767985.000000 Penalty: 3794.256592
	Iteration 8F: 3 clusters Score -1.476798e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -14770084.000000 Penalty: 3794.256592
	Iteration 9Q: 3 clusters Score -1.477008e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -14770876.000000 Penalty: 3794.256592
	Iteration 10Q: 3 clusters Score -1.477088e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -14771248.000000 Penalty: 3794.256592
	Iteration 11Q: 3 clusters Score -1.477125e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -14771390.000000 Penalty: 3794.256592
	Iteration 12Q: 3 clusters Score -1.477139e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116656 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14771496.000000 Penalty: 3794.256592
	Iteration 13Q: 3 clusters Score -1.47715e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14771530.000000 Penalty: 3794.256592
	Iteration 14Q: 3 clusters Score -1.477153e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14771604.000000 Penalty: 3794.256592
	Iteration 15Q: 3 clusters Score -1.47716e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14771633.000000 Penalty: 3794.256592
	Iteration 16Q: 3 clusters Score -1.477163e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116852 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14771648.000000 Penalty: 3794.256592
	Iteration 17Q: 3 clusters Score -1.477165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14771661.000000 Penalty: 3794.256592
	Iteration 18Q: 3 clusters Score -1.477166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14771683.000000 Penalty: 3794.256592
	Iteration 19Q: 3 clusters Score -1.477168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116881 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14771695.000000 Penalty: 3794.256592
	Iteration 20F: 3 clusters Score -1.47717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14771704.000000 Penalty: 3794.256592
	Iteration 21Q: 3 clusters Score -1.47717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116883 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14771714.000000 Penalty: 3794.256592
	Iteration 22Q: 3 clusters Score -1.477171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116883 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14771715.000000 Penalty: 3794.256592
	Iteration 23Q: 3 clusters Score -1.477172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116878 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14771723.000000 Penalty: 3794.256592
	Iteration 24Q: 3 clusters Score -1.477172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116881 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14771718.000000 Penalty: 3794.256592
	Iteration 25Q: 3 clusters Score -1.477172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116878 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14771702.000000 Penalty: 3794.256592
	Iteration 26Q: 3 clusters Score -1.47717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14771725.000000 Penalty: 3794.256592
	Iteration 27Q: 3 clusters Score -1.477172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116890 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14771731.000000 Penalty: 3794.256592
	Iteration 28Q: 3 clusters Score -1.477173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14771730.000000 Penalty: 3794.256592
	Iteration 29Q: 3 clusters Score -1.477173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14771739.000000 Penalty: 3794.256592
	Iteration 30Q: 3 clusters Score -1.477174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14771742.000000 Penalty: 3794.256592
	Iteration 31Q: 3 clusters Score -1.477174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14771737.000000 Penalty: 3794.256592
	Iteration 32Q: 3 clusters Score -1.477174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14771741.000000 Penalty: 3794.256592
	Iteration 33Q: 3 clusters Score -1.477174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116909 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14771755.000000 Penalty: 3794.256592
	Iteration 34Q: 3 clusters Score -1.477176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116909 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14771756.000000 Penalty: 3794.256592
	Iteration 35Q: 3 clusters Score -1.477176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14771751.000000 Penalty: 3794.256592
	Iteration 36Q: 3 clusters Score -1.477175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14771756.000000 Penalty: 3794.256592
	Iteration 37Q: 3 clusters Score -1.477176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14771743.000000 Penalty: 3794.256592
	Iteration 38Q: 3 clusters Score -1.477174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14771753.000000 Penalty: 3794.256592
	Iteration 39Q: 3 clusters Score -1.477175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14771757.000000 Penalty: 3794.256592
	Iteration 40F: 3 clusters Score -1.477176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116919 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14771765.000000 Penalty: 3794.256592
	Iteration 41Q: 3 clusters Score -1.477176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14771761.000000 Penalty: 3794.256592
	Iteration 42Q: 3 clusters Score -1.477176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14771757.000000 Penalty: 3794.256592
	Iteration 43Q: 3 clusters Score -1.477176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14771757.000000 Penalty: 3794.256592
	Iteration 44F: 3 clusters Score -1.477176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -64092.644531 Penalty: 1045.874512
	Iteration 0F: 2 clusters Score -64092.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62969.441406 Penalty: 2091.749023
	Iteration 0F: 3 clusters Score -62969.44 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63266.343750 Penalty: 2091.749023
	Iteration 1F: 3 clusters Score -63266.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63385.378906 Penalty: 2091.749023
	Iteration 2F: 3 clusters Score -63385.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63469.902344 Penalty: 2091.749023
	Iteration 3F: 3 clusters Score -63469.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63550.359375 Penalty: 2091.749023
	Iteration 4F: 3 clusters Score -63550.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63608.523438 Penalty: 2091.749023
	Iteration 5Q: 3 clusters Score -63608.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63668.660156 Penalty: 2091.749023
	Iteration 6Q: 3 clusters Score -63668.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63719.933594 Penalty: 2091.749023
	Iteration 7Q: 3 clusters Score -63719.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63738.589844 Penalty: 2091.749023
	Iteration 8Q: 3 clusters Score -63738.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63751.355469 Penalty: 2091.749023
	Iteration 9Q: 3 clusters Score -63751.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63777.949219 Penalty: 2091.749023
	Iteration 10Q: 3 clusters Score -63777.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63780.750000 Penalty: 2091.749023
	Iteration 11Q: 3 clusters Score -63780.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63792.953125 Penalty: 2091.749023
	Iteration 12Q: 3 clusters Score -63792.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63793.785156 Penalty: 2091.749023
	Iteration 13Q: 3 clusters Score -63793.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63794.929688 Penalty: 2091.749023
	Iteration 14Q: 3 clusters Score -63794.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63800.035156 Penalty: 2091.749023
	Iteration 15Q: 3 clusters Score -63800.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63801.730469 Penalty: 2091.749023
	Iteration 16Q: 3 clusters Score -63801.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63803.000000 Penalty: 2091.749023
	Iteration 17Q: 3 clusters Score -63803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63807.496094 Penalty: 2091.749023
	Iteration 18Q: 3 clusters Score -63807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63808.746094 Penalty: 2091.749023
	Iteration 19Q: 3 clusters Score -63808.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63808.746094 Penalty: 2091.749023
	Iteration 20F: 3 clusters Score -63808.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Entering Unmasked Estep 
Score: -13598537.000000 Penalty: 1882.493530
	Iteration 0F: 2 clusters Score -1.359854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -13528146.000000 Penalty: 3764.987061
	Iteration 0F: 3 clusters Score -1.352815e+07 nChanged 51443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -13558424.000000 Penalty: 3764.987061
	Iteration 1F: 3 clusters Score -1.355842e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -13559760.000000 Penalty: 3764.987061
	Iteration 2Q: 3 clusters Score -1.355976e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -13561838.000000 Penalty: 3764.987061
	Iteration 3Q: 3 clusters Score -1.356184e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -13565124.000000 Penalty: 3764.987061
	Iteration 4F: 3 clusters Score -1.356512e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -13570699.000000 Penalty: 3764.987061
	Iteration 5F: 3 clusters Score -1.35707e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -13579090.000000 Penalty: 3764.987061
	Iteration 6F: 3 clusters Score -1.357909e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -13588224.000000 Penalty: 3764.987061
	Iteration 7F: 3 clusters Score -1.358822e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -13593993.000000 Penalty: 3764.987061
	Iteration 8F: 3 clusters Score -1.359399e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13596101.000000 Penalty: 3764.987061
	Iteration 9Q: 3 clusters Score -1.35961e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13596624.000000 Penalty: 3764.987061
	Iteration 10Q: 3 clusters Score -1.359662e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13596787.000000 Penalty: 3764.987061
	Iteration 11Q: 3 clusters Score -1.359679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13596839.000000 Penalty: 3764.987061
	Iteration 12Q: 3 clusters Score -1.359684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13596858.000000 Penalty: 3764.987061
	Iteration 13Q: 3 clusters Score -1.359686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13596867.000000 Penalty: 3764.987061
	Iteration 14Q: 3 clusters Score -1.359687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13596878.000000 Penalty: 3764.987061
	Iteration 15Q: 3 clusters Score -1.359688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13596883.000000 Penalty: 3764.987061
	Iteration 16Q: 3 clusters Score -1.359688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13596880.000000 Penalty: 3764.987061
	Iteration 17Q: 3 clusters Score -1.359688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13596891.000000 Penalty: 3764.987061
	Iteration 18Q: 3 clusters Score -1.359689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13596891.000000 Penalty: 3764.987061
	Iteration 19F: 3 clusters Score -1.359689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -14071.125977 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -14071.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13406.329102 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -13406.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13528.914062 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -13528.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13550.006836 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -13550.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13558.576172 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -13558.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13560.135742 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -13560.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13560.135742 Penalty: 1701.843628
	Iteration 5F: 3 clusters Score -13560.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -1139313.625000 Penalty: 1484.064209
	Iteration 0F: 2 clusters Score -1139314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1132730.875000 Penalty: 2968.128418
	Iteration 0F: 3 clusters Score -1132731 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1135006.500000 Penalty: 2968.128418
	Iteration 1F: 3 clusters Score -1135006 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1135441.375000 Penalty: 2968.128418
	Iteration 2F: 3 clusters Score -1135441 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1135849.125000 Penalty: 2968.128418
	Iteration 3F: 3 clusters Score -1135849 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1136183.750000 Penalty: 2968.128418
	Iteration 4F: 3 clusters Score -1136184 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1136440.750000 Penalty: 2968.128418
	Iteration 5F: 3 clusters Score -1136441 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1136682.625000 Penalty: 2968.128418
	Iteration 6Q: 3 clusters Score -1136683 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1136901.375000 Penalty: 2968.128418
	Iteration 7Q: 3 clusters Score -1136901 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1137093.500000 Penalty: 2968.128418
	Iteration 8Q: 3 clusters Score -1137094 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1137235.250000 Penalty: 2968.128418
	Iteration 9Q: 3 clusters Score -1137235 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1137357.250000 Penalty: 2968.128418
	Iteration 10Q: 3 clusters Score -1137357 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1137445.125000 Penalty: 2968.128418
	Iteration 11Q: 3 clusters Score -1137445 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1137518.250000 Penalty: 2968.128418
	Iteration 12Q: 3 clusters Score -1137518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1137555.875000 Penalty: 2968.128418
	Iteration 13Q: 3 clusters Score -1137556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1137592.375000 Penalty: 2968.128418
	Iteration 14Q: 3 clusters Score -1137592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1137626.875000 Penalty: 2968.128418
	Iteration 15Q: 3 clusters Score -1137627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1137656.750000 Penalty: 2968.128418
	Iteration 16Q: 3 clusters Score -1137657 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1137692.000000 Penalty: 2968.128418
	Iteration 17Q: 3 clusters Score -1137692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1137730.625000 Penalty: 2968.128418
	Iteration 18Q: 3 clusters Score -1137731 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1137773.000000 Penalty: 2968.128418
	Iteration 19Q: 3 clusters Score -1137773 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1137811.500000 Penalty: 2968.128418
	Iteration 20F: 3 clusters Score -1137812 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1137852.125000 Penalty: 2968.128418
	Iteration 21Q: 3 clusters Score -1137852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1137882.125000 Penalty: 2968.128418
	Iteration 22Q: 3 clusters Score -1137882 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1137914.500000 Penalty: 2968.128418
	Iteration 23Q: 3 clusters Score -1137914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1137944.625000 Penalty: 2968.128418
	Iteration 24Q: 3 clusters Score -1137945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1137966.125000 Penalty: 2968.128418
	Iteration 25Q: 3 clusters Score -1137966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1137984.875000 Penalty: 2968.128418
	Iteration 26Q: 3 clusters Score -1137985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1137992.750000 Penalty: 2968.128418
	Iteration 27Q: 3 clusters Score -1137993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1137998.375000 Penalty: 2968.128418
	Iteration 28Q: 3 clusters Score -1137998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1138005.375000 Penalty: 2968.128418
	Iteration 29Q: 3 clusters Score -1138005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1138012.000000 Penalty: 2968.128418
	Iteration 30Q: 3 clusters Score -1138012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1138014.125000 Penalty: 2968.128418
	Iteration 31Q: 3 clusters Score -1138014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1138015.125000 Penalty: 2968.128418
	Iteration 32Q: 3 clusters Score -1138015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1138017.875000 Penalty: 2968.128418
	Iteration 33Q: 3 clusters Score -1138018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1138019.000000 Penalty: 2968.128418
	Iteration 34Q: 3 clusters Score -1138019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1138021.750000 Penalty: 2968.128418
	Iteration 35Q: 3 clusters Score -1138022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1138022.000000 Penalty: 2968.128418
	Iteration 36Q: 3 clusters Score -1138022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1138020.250000 Penalty: 2968.128418
	Iteration 37Q: 3 clusters Score -1138020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1138024.875000 Penalty: 2968.128418
	Iteration 38Q: 3 clusters Score -1138025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1138027.875000 Penalty: 2968.128418
	Iteration 39Q: 3 clusters Score -1138028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1138026.875000 Penalty: 2968.128418
	Iteration 40F: 3 clusters Score -1138027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1138027.000000 Penalty: 2968.128418
	Iteration 41Q: 3 clusters Score -1138027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1138029.250000 Penalty: 2968.128418
	Iteration 42Q: 3 clusters Score -1138029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1138027.750000 Penalty: 2968.128418
	Iteration 43Q: 3 clusters Score -1138028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1138027.750000 Penalty: 2968.128418
	Iteration 44F: 3 clusters Score -1138028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25272.324219 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25272.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24436.367188 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24436.37 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24585.066406 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24585.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24619.910156 Penalty: 1850.463013
	Iteration 2Q: 3 clusters Score -24619.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24627.285156 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -24627.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24634.435547 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -24634.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24649.310547 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -24649.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24668.388672 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -24668.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24686.476562 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -24686.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24708.171875 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -24708.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24712.261719 Penalty: 1850.463013
	Iteration 9Q: 3 clusters Score -24712.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24719.037109 Penalty: 1850.463013
	Iteration 10Q: 3 clusters Score -24719.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24740.648438 Penalty: 1850.463013
	Iteration 11Q: 3 clusters Score -24740.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24759.244141 Penalty: 1850.463013
	Iteration 12Q: 3 clusters Score -24759.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24780.492188 Penalty: 1850.463013
	Iteration 13Q: 3 clusters Score -24780.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24797.871094 Penalty: 1850.463013
	Iteration 14F: 3 clusters Score -24797.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24840.351562 Penalty: 1850.463013
	Iteration 15Q: 3 clusters Score -24840.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24912.150391 Penalty: 1850.463013
	Iteration 16Q: 3 clusters Score -24912.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24936.935547 Penalty: 1850.463013
	Iteration 17Q: 3 clusters Score -24936.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24954.476562 Penalty: 1850.463013
	Iteration 18Q: 3 clusters Score -24954.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24959.701172 Penalty: 1850.463013
	Iteration 19Q: 3 clusters Score -24959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24961.652344 Penalty: 1850.463013
	Iteration 20F: 3 clusters Score -24961.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24968.041016 Penalty: 1850.463013
	Iteration 21Q: 3 clusters Score -24968.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24969.742188 Penalty: 1850.463013
	Iteration 22Q: 3 clusters Score -24969.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24981.087891 Penalty: 1850.463013
	Iteration 23Q: 3 clusters Score -24981.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24981.087891 Penalty: 1850.463013
	Iteration 24F: 3 clusters Score -24981.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -264369.968750 Penalty: 1249.374023
	Iteration 0F: 2 clusters Score -264370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262165.500000 Penalty: 2498.748047
	Iteration 0F: 3 clusters Score -262165.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -262687.718750 Penalty: 2498.748047
	Iteration 1F: 3 clusters Score -262687.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262820.656250 Penalty: 2498.748047
	Iteration 2F: 3 clusters Score -262820.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -262906.500000 Penalty: 2498.748047
	Iteration 3Q: 3 clusters Score -262906.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -262984.000000 Penalty: 2498.748047
	Iteration 4Q: 3 clusters Score -262984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -263048.718750 Penalty: 2498.748047
	Iteration 5Q: 3 clusters Score -263048.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -263108.093750 Penalty: 2498.748047
	Iteration 6Q: 3 clusters Score -263108.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -263158.437500 Penalty: 2498.748047
	Iteration 7Q: 3 clusters Score -263158.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -263223.093750 Penalty: 2498.748047
	Iteration 8Q: 3 clusters Score -263223.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -263298.000000 Penalty: 2498.748047
	Iteration 9Q: 3 clusters Score -263298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -263412.093750 Penalty: 2498.748047
	Iteration 10Q: 3 clusters Score -263412.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -263544.125000 Penalty: 2498.748047
	Iteration 11Q: 3 clusters Score -263544.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -263663.781250 Penalty: 2498.748047
	Iteration 12Q: 3 clusters Score -263663.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -263758.281250 Penalty: 2498.748047
	Iteration 13Q: 3 clusters Score -263758.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -263826.937500 Penalty: 2498.748047
	Iteration 14Q: 3 clusters Score -263826.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -263867.656250 Penalty: 2498.748047
	Iteration 15Q: 3 clusters Score -263867.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -263905.812500 Penalty: 2498.748047
	Iteration 16Q: 3 clusters Score -263905.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -263940.062500 Penalty: 2498.748047
	Iteration 17Q: 3 clusters Score -263940.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -263998.875000 Penalty: 2498.748047
	Iteration 18Q: 3 clusters Score -263998.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -264073.906250 Penalty: 2498.748047
	Iteration 19Q: 3 clusters Score -264073.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -264160.375000 Penalty: 2498.748047
	Iteration 20F: 3 clusters Score -264160.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -264257.875000 Penalty: 2498.748047
	Iteration 21Q: 3 clusters Score -264257.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -264321.531250 Penalty: 2498.748047
	Iteration 22Q: 3 clusters Score -264321.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -264352.500000 Penalty: 2498.748047
	Iteration 23Q: 3 clusters Score -264352.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -264363.343750 Penalty: 2498.748047
	Iteration 24Q: 3 clusters Score -264363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -264365.625000 Penalty: 2498.748047
	Iteration 25Q: 3 clusters Score -264365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -264366.343750 Penalty: 2498.748047
	Iteration 26Q: 3 clusters Score -264366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -264366.906250 Penalty: 2498.748047
	Iteration 27Q: 3 clusters Score -264366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -264366.906250 Penalty: 2498.748047
	Iteration 28F: 3 clusters Score -264366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -65692.648438 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -65692.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64562.390625 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -64562.39 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64876.347656 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -64876.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65058.738281 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -65058.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65170.210938 Penalty: 2099.468994
	Iteration 3F: 3 clusters Score -65170.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65218.894531 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -65218.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65254.718750 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -65254.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65266.347656 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -65266.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65277.875000 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -65277.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65284.210938 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -65284.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65286.097656 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -65286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65294.906250 Penalty: 2099.468994
	Iteration 10Q: 3 clusters Score -65294.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65297.253906 Penalty: 2099.468994
	Iteration 11Q: 3 clusters Score -65297.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65297.253906 Penalty: 2099.468994
	Iteration 12F: 3 clusters Score -65297.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Entering Unmasked Estep 
Score: -1969061.750000 Penalty: 1574.088623
	Iteration 0F: 2 clusters Score -1969062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1957800.375000 Penalty: 3148.177246
	Iteration 0F: 3 clusters Score -1957800 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1961976.625000 Penalty: 3148.177246
	Iteration 1F: 3 clusters Score -1961977 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1962437.125000 Penalty: 3148.177246
	Iteration 2F: 3 clusters Score -1962437 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1962886.000000 Penalty: 3148.177246
	Iteration 3F: 3 clusters Score -1962886 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1963379.750000 Penalty: 3148.177246
	Iteration 4F: 3 clusters Score -1963380 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1963914.500000 Penalty: 3148.177246
	Iteration 5F: 3 clusters Score -1963914 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1964490.250000 Penalty: 3148.177246
	Iteration 6F: 3 clusters Score -1964490 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1965034.375000 Penalty: 3148.177246
	Iteration 7F: 3 clusters Score -1965034 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1965600.625000 Penalty: 3148.177246
	Iteration 8Q: 3 clusters Score -1965601 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1966154.250000 Penalty: 3148.177246
	Iteration 9Q: 3 clusters Score -1966154 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1966594.625000 Penalty: 3148.177246
	Iteration 10Q: 3 clusters Score -1966595 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1966906.875000 Penalty: 3148.177246
	Iteration 11Q: 3 clusters Score -1966907 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1967091.875000 Penalty: 3148.177246
	Iteration 12Q: 3 clusters Score -1967092 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1967226.500000 Penalty: 3148.177246
	Iteration 13Q: 3 clusters Score -1967226 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1967318.875000 Penalty: 3148.177246
	Iteration 14Q: 3 clusters Score -1967319 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1967386.875000 Penalty: 3148.177246
	Iteration 15Q: 3 clusters Score -1967387 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1967451.625000 Penalty: 3148.177246
	Iteration 16Q: 3 clusters Score -1967452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1967506.750000 Penalty: 3148.177246
	Iteration 17Q: 3 clusters Score -1967507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1967570.375000 Penalty: 3148.177246
	Iteration 18Q: 3 clusters Score -1967570 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1967626.375000 Penalty: 3148.177246
	Iteration 19Q: 3 clusters Score -1967626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1967680.375000 Penalty: 3148.177246
	Iteration 20F: 3 clusters Score -1967680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1967719.250000 Penalty: 3148.177246
	Iteration 21Q: 3 clusters Score -1967719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1967763.000000 Penalty: 3148.177246
	Iteration 22Q: 3 clusters Score -1967763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1967797.625000 Penalty: 3148.177246
	Iteration 23Q: 3 clusters Score -1967798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1967832.375000 Penalty: 3148.177246
	Iteration 24Q: 3 clusters Score -1967832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1967858.250000 Penalty: 3148.177246
	Iteration 25Q: 3 clusters Score -1967858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1967874.875000 Penalty: 3148.177246
	Iteration 26Q: 3 clusters Score -1967875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1967885.625000 Penalty: 3148.177246
	Iteration 27Q: 3 clusters Score -1967886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1967894.625000 Penalty: 3148.177246
	Iteration 28Q: 3 clusters Score -1967895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1967900.375000 Penalty: 3148.177246
	Iteration 29Q: 3 clusters Score -1967900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1967909.000000 Penalty: 3148.177246
	Iteration 30Q: 3 clusters Score -1967909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1967917.000000 Penalty: 3148.177246
	Iteration 31Q: 3 clusters Score -1967917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1967924.000000 Penalty: 3148.177246
	Iteration 32Q: 3 clusters Score -1967924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1967924.375000 Penalty: 3148.177246
	Iteration 33Q: 3 clusters Score -1967924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1967926.500000 Penalty: 3148.177246
	Iteration 34Q: 3 clusters Score -1967926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1967927.625000 Penalty: 3148.177246
	Iteration 35Q: 3 clusters Score -1967928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1967927.875000 Penalty: 3148.177246
	Iteration 36Q: 3 clusters Score -1967928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1967928.875000 Penalty: 3148.177246
	Iteration 37Q: 3 clusters Score -1967929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1967929.250000 Penalty: 3148.177246
	Iteration 38Q: 3 clusters Score -1967929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1967930.750000 Penalty: 3148.177246
	Iteration 39Q: 3 clusters Score -1967931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1967927.500000 Penalty: 3148.177246
	Iteration 40F: 3 clusters Score -1967928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1967930.500000 Penalty: 3148.177246
	Iteration 41Q: 3 clusters Score -1967930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1967933.125000 Penalty: 3148.177246
	Iteration 42Q: 3 clusters Score -1967933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1967932.750000 Penalty: 3148.177246
	Iteration 43Q: 3 clusters Score -1967933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1967933.625000 Penalty: 3148.177246
	Iteration 44Q: 3 clusters Score -1967934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1967931.375000 Penalty: 3148.177246
	Iteration 45Q: 3 clusters Score -1967931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1967930.750000 Penalty: 3148.177246
	Iteration 46Q: 3 clusters Score -1967931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1967934.875000 Penalty: 3148.177246
	Iteration 47Q: 3 clusters Score -1967935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1967933.875000 Penalty: 3148.177246
	Iteration 48Q: 3 clusters Score -1967934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1967933.250000 Penalty: 3148.177246
	Iteration 49Q: 3 clusters Score -1967933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1967936.250000 Penalty: 3148.177246
	Iteration 50Q: 3 clusters Score -1967936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1967940.750000 Penalty: 3148.177246
	Iteration 51Q: 3 clusters Score -1967941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1967939.625000 Penalty: 3148.177246
	Iteration 52Q: 3 clusters Score -1967940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1967940.250000 Penalty: 3148.177246
	Iteration 53Q: 3 clusters Score -1967940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1967941.750000 Penalty: 3148.177246
	Iteration 54Q: 3 clusters Score -1967942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1967939.125000 Penalty: 3148.177246
	Iteration 55Q: 3 clusters Score -1967939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1967942.125000 Penalty: 3148.177246
	Iteration 56Q: 3 clusters Score -1967942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1967942.125000 Penalty: 3148.177246
	Iteration 57F: 3 clusters Score -1967942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Entering Unmasked Estep 
Score: -4932868.500000 Penalty: 1717.283813
	Iteration 0F: 2 clusters Score -4932868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4906618.500000 Penalty: 3434.567627
	Iteration 0F: 3 clusters Score -4906618 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -4917034.000000 Penalty: 3434.567627
	Iteration 1F: 3 clusters Score -4917034 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4917715.000000 Penalty: 3434.567627
	Iteration 2Q: 3 clusters Score -4917715 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4918693.000000 Penalty: 3434.567627
	Iteration 3F: 3 clusters Score -4918693 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4920186.500000 Penalty: 3434.567627
	Iteration 4F: 3 clusters Score -4920186 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -4922267.500000 Penalty: 3434.567627
	Iteration 5F: 3 clusters Score -4922268 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4924896.000000 Penalty: 3434.567627
	Iteration 6F: 3 clusters Score -4924896 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4927294.000000 Penalty: 3434.567627
	Iteration 7F: 3 clusters Score -4927294 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4928862.500000 Penalty: 3434.567627
	Iteration 8Q: 3 clusters Score -4928862 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4929504.000000 Penalty: 3434.567627
	Iteration 9Q: 3 clusters Score -4929504 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4929813.500000 Penalty: 3434.567627
	Iteration 10Q: 3 clusters Score -4929814 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4930024.000000 Penalty: 3434.567627
	Iteration 11Q: 3 clusters Score -4930024 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4930188.500000 Penalty: 3434.567627
	Iteration 12Q: 3 clusters Score -4930188 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4930303.500000 Penalty: 3434.567627
	Iteration 13Q: 3 clusters Score -4930304 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4930448.000000 Penalty: 3434.567627
	Iteration 14Q: 3 clusters Score -4930448 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4930563.500000 Penalty: 3434.567627
	Iteration 15Q: 3 clusters Score -4930564 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4930678.500000 Penalty: 3434.567627
	Iteration 16Q: 3 clusters Score -4930678 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4930794.000000 Penalty: 3434.567627
	Iteration 17Q: 3 clusters Score -4930794 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4930892.000000 Penalty: 3434.567627
	Iteration 18Q: 3 clusters Score -4930892 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4930971.500000 Penalty: 3434.567627
	Iteration 19Q: 3 clusters Score -4930972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4931017.500000 Penalty: 3434.567627
	Iteration 20F: 3 clusters Score -4931018 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4931079.500000 Penalty: 3434.567627
	Iteration 21Q: 3 clusters Score -4931080 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4931123.000000 Penalty: 3434.567627
	Iteration 22Q: 3 clusters Score -4931123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4931171.500000 Penalty: 3434.567627
	Iteration 23Q: 3 clusters Score -4931172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4931220.500000 Penalty: 3434.567627
	Iteration 24Q: 3 clusters Score -4931220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4931269.500000 Penalty: 3434.567627
	Iteration 25Q: 3 clusters Score -4931270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4931306.500000 Penalty: 3434.567627
	Iteration 26Q: 3 clusters Score -4931306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -4931337.000000 Penalty: 3434.567627
	Iteration 27Q: 3 clusters Score -4931337 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4931358.500000 Penalty: 3434.567627
	Iteration 28Q: 3 clusters Score -4931358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4931384.500000 Penalty: 3434.567627
	Iteration 29Q: 3 clusters Score -4931384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -4931391.000000 Penalty: 3434.567627
	Iteration 30Q: 3 clusters Score -4931391 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4931397.000000 Penalty: 3434.567627
	Iteration 31Q: 3 clusters Score -4931397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4931425.000000 Penalty: 3434.567627
	Iteration 32Q: 3 clusters Score -4931425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4931440.000000 Penalty: 3434.567627
	Iteration 33Q: 3 clusters Score -4931440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -4931451.500000 Penalty: 3434.567627
	Iteration 34Q: 3 clusters Score -4931452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -4931482.000000 Penalty: 3434.567627
	Iteration 35Q: 3 clusters Score -4931482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4931495.000000 Penalty: 3434.567627
	Iteration 36Q: 3 clusters Score -4931495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4931510.000000 Penalty: 3434.567627
	Iteration 37Q: 3 clusters Score -4931510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4931532.500000 Penalty: 3434.567627
	Iteration 38Q: 3 clusters Score -4931532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4931526.500000 Penalty: 3434.567627
	Iteration 39Q: 3 clusters Score -4931526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4931537.500000 Penalty: 3434.567627
	Iteration 40F: 3 clusters Score -4931538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4931544.000000 Penalty: 3434.567627
	Iteration 41Q: 3 clusters Score -4931544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4931551.500000 Penalty: 3434.567627
	Iteration 42Q: 3 clusters Score -4931552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4931555.000000 Penalty: 3434.567627
	Iteration 43Q: 3 clusters Score -4931555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4931547.500000 Penalty: 3434.567627
	Iteration 44Q: 3 clusters Score -4931548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -4931544.000000 Penalty: 3434.567627
	Iteration 45Q: 3 clusters Score -4931544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4931550.500000 Penalty: 3434.567627
	Iteration 46Q: 3 clusters Score -4931550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4931554.000000 Penalty: 3434.567627
	Iteration 47Q: 3 clusters Score -4931554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4931564.000000 Penalty: 3434.567627
	Iteration 48Q: 3 clusters Score -4931564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4931562.500000 Penalty: 3434.567627
	Iteration 49Q: 3 clusters Score -4931562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4931566.000000 Penalty: 3434.567627
	Iteration 50Q: 3 clusters Score -4931566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4931569.000000 Penalty: 3434.567627
	Iteration 51Q: 3 clusters Score -4931569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4931570.000000 Penalty: 3434.567627
	Iteration 52Q: 3 clusters Score -4931570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4931582.000000 Penalty: 3434.567627
	Iteration 53Q: 3 clusters Score -4931582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4931592.500000 Penalty: 3434.567627
	Iteration 54Q: 3 clusters Score -4931592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4931601.000000 Penalty: 3434.567627
	Iteration 55Q: 3 clusters Score -4931601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -4931599.000000 Penalty: 3434.567627
	Iteration 56Q: 3 clusters Score -4931599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4931596.000000 Penalty: 3434.567627
	Iteration 57Q: 3 clusters Score -4931596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4931599.000000 Penalty: 3434.567627
	Iteration 58Q: 3 clusters Score -4931599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -4931609.500000 Penalty: 3434.567627
	Iteration 59Q: 3 clusters Score -4931610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -4931612.000000 Penalty: 3434.567627
	Iteration 60F: 3 clusters Score -4931612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4931613.500000 Penalty: 3434.567627
	Iteration 61Q: 3 clusters Score -4931614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -4931615.000000 Penalty: 3434.567627
	Iteration 62Q: 3 clusters Score -4931615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4931617.500000 Penalty: 3434.567627
	Iteration 63Q: 3 clusters Score -4931618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4931616.500000 Penalty: 3434.567627
	Iteration 64Q: 3 clusters Score -4931616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4931620.000000 Penalty: 3434.567627
	Iteration 65Q: 3 clusters Score -4931620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4931624.000000 Penalty: 3434.567627
	Iteration 66Q: 3 clusters Score -4931624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4931623.500000 Penalty: 3434.567627
	Iteration 67Q: 3 clusters Score -4931624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4931621.500000 Penalty: 3434.567627
	Iteration 68Q: 3 clusters Score -4931622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4931634.500000 Penalty: 3434.567627
	Iteration 69Q: 3 clusters Score -4931634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4931629.500000 Penalty: 3434.567627
	Iteration 70Q: 3 clusters Score -4931630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4931630.000000 Penalty: 3434.567627
	Iteration 71Q: 3 clusters Score -4931630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4931629.500000 Penalty: 3434.567627
	Iteration 72Q: 3 clusters Score -4931630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4931620.000000 Penalty: 3434.567627
	Iteration 73Q: 3 clusters Score -4931620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4931626.000000 Penalty: 3434.567627
	Iteration 74Q: 3 clusters Score -4931626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -4931623.000000 Penalty: 3434.567627
	Iteration 75Q: 3 clusters Score -4931623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -4931619.500000 Penalty: 3434.567627
	Iteration 76Q: 3 clusters Score -4931620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4931618.000000 Penalty: 3434.567627
	Iteration 77Q: 3 clusters Score -4931618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4931618.000000 Penalty: 3434.567627
	Iteration 78F: 3 clusters Score -4931618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -83959.898438 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -83959.9 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 368 members 
Entering Unmasked Estep 
Score: -82713.953125 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -82713.95 nChanged 217
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: -82957.132812 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -82957.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83053.679688 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -83053.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83098.812500 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -83098.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83129.398438 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -83129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83142.468750 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -83142.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83154.484375 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -83154.48 nChanged 5
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: -83162.015625 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -83162.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83172.992188 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -83172.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83178.632812 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -83178.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83181.695312 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -83181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83184.734375 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -83184.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83191.101562 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -83191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83194.078125 Penalty: 2149.349854
	Iteration 13Q: 3 clusters Score -83194.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83194.078125 Penalty: 2149.349854
	Iteration 14F: 3 clusters Score -83194.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (134746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134746 members 
Entering Unmasked Estep 
Score: -17045680.000000 Penalty: 1919.311401
	Iteration 0F: 2 clusters Score -1.704568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -16964408.000000 Penalty: 3838.622803
	Iteration 0F: 3 clusters Score -1.696441e+07 nChanged 65037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -17002318.000000 Penalty: 3838.622803
	Iteration 1F: 3 clusters Score -1.700232e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -17002872.000000 Penalty: 3838.622803
	Iteration 2Q: 3 clusters Score -1.700287e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -17003400.000000 Penalty: 3838.622803
	Iteration 3Q: 3 clusters Score -1.70034e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -17004140.000000 Penalty: 3838.622803
	Iteration 4Q: 3 clusters Score -1.700414e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -17005328.000000 Penalty: 3838.622803
	Iteration 5Q: 3 clusters Score -1.700533e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -17007692.000000 Penalty: 3838.622803
	Iteration 6Q: 3 clusters Score -1.700769e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -17012338.000000 Penalty: 3838.622803
	Iteration 7F: 3 clusters Score -1.701234e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -17020304.000000 Penalty: 3838.622803
	Iteration 8F: 3 clusters Score -1.70203e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -17030382.000000 Penalty: 3838.622803
	Iteration 9F: 3 clusters Score -1.703038e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -17038112.000000 Penalty: 3838.622803
	Iteration 10F: 3 clusters Score -1.703811e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -17041812.000000 Penalty: 3838.622803
	Iteration 11Q: 3 clusters Score -1.704181e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132821 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -17043248.000000 Penalty: 3838.622803
	Iteration 12Q: 3 clusters Score -1.704325e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -17043720.000000 Penalty: 3838.622803
	Iteration 13Q: 3 clusters Score -1.704372e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134111 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17043914.000000 Penalty: 3838.622803
	Iteration 14Q: 3 clusters Score -1.704391e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134226 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -17043994.000000 Penalty: 3838.622803
	Iteration 15Q: 3 clusters Score -1.704399e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134274 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17044048.000000 Penalty: 3838.622803
	Iteration 16Q: 3 clusters Score -1.704405e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17044110.000000 Penalty: 3838.622803
	Iteration 17Q: 3 clusters Score -1.704411e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134318 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17044110.000000 Penalty: 3838.622803
	Iteration 18Q: 3 clusters Score -1.704411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -17044148.000000 Penalty: 3838.622803
	Iteration 19Q: 3 clusters Score -1.704415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134337 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17044138.000000 Penalty: 3838.622803
	Iteration 20F: 3 clusters Score -1.704414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134337 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17044138.000000 Penalty: 3838.622803
	Iteration 21Q: 3 clusters Score -1.704414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134342 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -17044140.000000 Penalty: 3838.622803
	Iteration 22Q: 3 clusters Score -1.704414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134344 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -17044150.000000 Penalty: 3838.622803
	Iteration 23Q: 3 clusters Score -1.704415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134348 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -17044152.000000 Penalty: 3838.622803
	Iteration 24Q: 3 clusters Score -1.704415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134352 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17044156.000000 Penalty: 3838.622803
	Iteration 25Q: 3 clusters Score -1.704416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17044154.000000 Penalty: 3838.622803
	Iteration 26Q: 3 clusters Score -1.704415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134354 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17044156.000000 Penalty: 3838.622803
	Iteration 27Q: 3 clusters Score -1.704416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17044150.000000 Penalty: 3838.622803
	Iteration 28Q: 3 clusters Score -1.704415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134356 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -17044160.000000 Penalty: 3838.622803
	Iteration 29Q: 3 clusters Score -1.704416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134354 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17044154.000000 Penalty: 3838.622803
	Iteration 30Q: 3 clusters Score -1.704415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134354 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17044154.000000 Penalty: 3838.622803
	Iteration 31F: 3 clusters Score -1.704415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -595717.812500 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -595717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -591780.937500 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -591780.9 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -592888.500000 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -592888.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -593297.875000 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -593297.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -593790.750000 Penalty: 2767.957764
	Iteration 3F: 3 clusters Score -593790.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -594222.062500 Penalty: 2767.957764
	Iteration 4F: 3 clusters Score -594222.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -594594.812500 Penalty: 2767.957764
	Iteration 5F: 3 clusters Score -594594.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -594892.875000 Penalty: 2767.957764
	Iteration 6F: 3 clusters Score -594892.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -595102.750000 Penalty: 2767.957764
	Iteration 7F: 3 clusters Score -595102.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -595227.562500 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -595227.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -595296.187500 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -595296.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -595345.312500 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -595345.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -595384.375000 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -595384.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -595411.750000 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -595411.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -595434.375000 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -595434.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -595449.625000 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -595449.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -595463.437500 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -595463.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -595475.750000 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -595475.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -595484.312500 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -595484.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -595493.250000 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -595493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -595496.937500 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -595496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -595503.375000 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -595503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -595508.375000 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -595508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -595510.500000 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -595510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -595512.875000 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -595512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -595513.125000 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -595513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -595513.062500 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -595513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -595514.437500 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -595514.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -595515.687500 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -595515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -595515.812500 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -595515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -595516.312500 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -595516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -595516.312500 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -595516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -595518.687500 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -595518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -595518.812500 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -595518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -595518.875000 Penalty: 2767.957764
	Iteration 33Q: 3 clusters Score -595518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -595518.875000 Penalty: 2767.957764
	Iteration 34F: 3 clusters Score -595518.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13981.120117 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -13981.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13265.739258 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -13265.74 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13637.116211 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -13637.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13728.179688 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -13728.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13763.590820 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -13763.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13773.442383 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -13773.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13774.225586 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -13774.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13774.225586 Penalty: 1824.266602
	Iteration 6F: 3 clusters Score -13774.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53647.277344 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53647.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52586.406250 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52586.41 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52819.000000 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52895.011719 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52895.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52947.343750 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -52947.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52969.414062 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -52969.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52995.761719 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -52995.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53022.601562 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53043.050781 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53043.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53057.820312 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53057.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53085.210938 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53085.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53120.640625 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -53120.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53166.664062 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -53166.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53182.664062 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -53182.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53195.304688 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -53195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53201.703125 Penalty: 2028.722534
	Iteration 14Q: 3 clusters Score -53201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53208.796875 Penalty: 2028.722534
	Iteration 15Q: 3 clusters Score -53208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53213.527344 Penalty: 2028.722534
	Iteration 16Q: 3 clusters Score -53213.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53214.593750 Penalty: 2028.722534
	Iteration 17F: 3 clusters Score -53214.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53217.847656 Penalty: 2028.722534
	Iteration 18Q: 3 clusters Score -53217.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53228.550781 Penalty: 2028.722534
	Iteration 19Q: 3 clusters Score -53228.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53235.652344 Penalty: 2028.722534
	Iteration 20F: 3 clusters Score -53235.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -24183.392578 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -24183.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23462.845703 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -23462.85 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23673.517578 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -23673.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23724.394531 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -23724.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23743.927734 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -23743.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23751.128906 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -23751.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23755.726562 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -23755.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23762.191406 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -23762.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23762.191406 Penalty: 1887.646362
	Iteration 7F: 3 clusters Score -23762.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25174.341797 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -25174.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24409.753906 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -24409.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24608.710938 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -24608.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24750.849609 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -24750.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24854.798828 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -24854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24923.986328 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -24923.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24998.068359 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -24998.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25093.423828 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -25093.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25143.441406 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -25143.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25178.427734 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -25178.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25178.427734 Penalty: 1853.729370
	Iteration 9F: 3 clusters Score -25178.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103879 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117434 members 
Mstep: Class 10 contains 119205 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100022 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117552 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107428 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 192 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38867 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134746 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 108 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
Score: -141746032.000000 Penalty: 97552.609375
Splitting cluster 35 changes total score from -141747280.000000 to -141746032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (38552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Entering Unmasked Estep 
Score: -4884485.500000 Penalty: 1715.961426
	Iteration 0F: 2 clusters Score -4884486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4858789.500000 Penalty: 3431.922852
	Iteration 0F: 3 clusters Score -4858790 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -4868761.500000 Penalty: 3431.922852
	Iteration 1F: 3 clusters Score -4868762 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4869164.500000 Penalty: 3431.922852
	Iteration 2Q: 3 clusters Score -4869164 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4869533.500000 Penalty: 3431.922852
	Iteration 3Q: 3 clusters Score -4869534 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4869904.000000 Penalty: 3431.922852
	Iteration 4Q: 3 clusters Score -4869904 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4870260.000000 Penalty: 3431.922852
	Iteration 5Q: 3 clusters Score -4870260 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4870752.000000 Penalty: 3431.922852
	Iteration 6Q: 3 clusters Score -4870752 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4871409.500000 Penalty: 3431.922852
	Iteration 7Q: 3 clusters Score -4871410 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4872328.500000 Penalty: 3431.922852
	Iteration 8Q: 3 clusters Score -4872328 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -4873626.500000 Penalty: 3431.922852
	Iteration 9Q: 3 clusters Score -4873626 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4875189.500000 Penalty: 3431.922852
	Iteration 10F: 3 clusters Score -4875190 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4876691.000000 Penalty: 3431.922852
	Iteration 11F: 3 clusters Score -4876691 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4877844.500000 Penalty: 3431.922852
	Iteration 12Q: 3 clusters Score -4877844 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -4878677.000000 Penalty: 3431.922852
	Iteration 13Q: 3 clusters Score -4878677 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4879322.000000 Penalty: 3431.922852
	Iteration 14Q: 3 clusters Score -4879322 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4879737.500000 Penalty: 3431.922852
	Iteration 15Q: 3 clusters Score -4879738 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4880053.500000 Penalty: 3431.922852
	Iteration 16Q: 3 clusters Score -4880054 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4880317.000000 Penalty: 3431.922852
	Iteration 17Q: 3 clusters Score -4880317 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4880520.500000 Penalty: 3431.922852
	Iteration 18Q: 3 clusters Score -4880520 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4880763.500000 Penalty: 3431.922852
	Iteration 19Q: 3 clusters Score -4880764 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4880971.500000 Penalty: 3431.922852
	Iteration 20F: 3 clusters Score -4880972 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4881200.500000 Penalty: 3431.922852
	Iteration 21Q: 3 clusters Score -4881200 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4881415.500000 Penalty: 3431.922852
	Iteration 22Q: 3 clusters Score -4881416 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4881612.500000 Penalty: 3431.922852
	Iteration 23Q: 3 clusters Score -4881612 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4881804.500000 Penalty: 3431.922852
	Iteration 24Q: 3 clusters Score -4881804 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4881958.500000 Penalty: 3431.922852
	Iteration 25Q: 3 clusters Score -4881958 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4882141.000000 Penalty: 3431.922852
	Iteration 26Q: 3 clusters Score -4882141 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4882305.000000 Penalty: 3431.922852
	Iteration 27Q: 3 clusters Score -4882305 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4882424.000000 Penalty: 3431.922852
	Iteration 28Q: 3 clusters Score -4882424 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4882523.500000 Penalty: 3431.922852
	Iteration 29Q: 3 clusters Score -4882524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4882614.500000 Penalty: 3431.922852
	Iteration 30Q: 3 clusters Score -4882614 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4882703.500000 Penalty: 3431.922852
	Iteration 31Q: 3 clusters Score -4882704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -4882777.000000 Penalty: 3431.922852
	Iteration 32Q: 3 clusters Score -4882777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4882806.500000 Penalty: 3431.922852
	Iteration 33Q: 3 clusters Score -4882806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4882843.500000 Penalty: 3431.922852
	Iteration 34Q: 3 clusters Score -4882844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4882871.500000 Penalty: 3431.922852
	Iteration 35Q: 3 clusters Score -4882872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4882897.000000 Penalty: 3431.922852
	Iteration 36Q: 3 clusters Score -4882897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4882913.000000 Penalty: 3431.922852
	Iteration 37Q: 3 clusters Score -4882913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4882942.000000 Penalty: 3431.922852
	Iteration 38Q: 3 clusters Score -4882942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4882950.500000 Penalty: 3431.922852
	Iteration 39Q: 3 clusters Score -4882950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -4882962.500000 Penalty: 3431.922852
	Iteration 40F: 3 clusters Score -4882962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4882976.500000 Penalty: 3431.922852
	Iteration 41Q: 3 clusters Score -4882976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4882995.500000 Penalty: 3431.922852
	Iteration 42Q: 3 clusters Score -4882996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4883008.000000 Penalty: 3431.922852
	Iteration 43Q: 3 clusters Score -4883008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4883025.500000 Penalty: 3431.922852
	Iteration 44Q: 3 clusters Score -4883026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -4883035.000000 Penalty: 3431.922852
	Iteration 45Q: 3 clusters Score -4883035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4883042.000000 Penalty: 3431.922852
	Iteration 46Q: 3 clusters Score -4883042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4883050.000000 Penalty: 3431.922852
	Iteration 47Q: 3 clusters Score -4883050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4883058.500000 Penalty: 3431.922852
	Iteration 48Q: 3 clusters Score -4883058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4883059.500000 Penalty: 3431.922852
	Iteration 49Q: 3 clusters Score -4883060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4883064.000000 Penalty: 3431.922852
	Iteration 50Q: 3 clusters Score -4883064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4883060.500000 Penalty: 3431.922852
	Iteration 51Q: 3 clusters Score -4883060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4883061.000000 Penalty: 3431.922852
	Iteration 52Q: 3 clusters Score -4883061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -4883060.000000 Penalty: 3431.922852
	Iteration 53Q: 3 clusters Score -4883060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4883060.000000 Penalty: 3431.922852
	Iteration 54Q: 3 clusters Score -4883060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4883062.000000 Penalty: 3431.922852
	Iteration 55Q: 3 clusters Score -4883062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4883061.500000 Penalty: 3431.922852
	Iteration 56Q: 3 clusters Score -4883062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4883064.500000 Penalty: 3431.922852
	Iteration 57Q: 3 clusters Score -4883064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4883065.500000 Penalty: 3431.922852
	Iteration 58Q: 3 clusters Score -4883066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4883068.000000 Penalty: 3431.922852
	Iteration 59Q: 3 clusters Score -4883068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4883068.000000 Penalty: 3431.922852
	Iteration 60F: 3 clusters Score -4883068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4883073.000000 Penalty: 3431.922852
	Iteration 61Q: 3 clusters Score -4883073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4883078.500000 Penalty: 3431.922852
	Iteration 62Q: 3 clusters Score -4883078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4883080.500000 Penalty: 3431.922852
	Iteration 63Q: 3 clusters Score -4883080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4883082.000000 Penalty: 3431.922852
	Iteration 64Q: 3 clusters Score -4883082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4883080.000000 Penalty: 3431.922852
	Iteration 65Q: 3 clusters Score -4883080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4883080.000000 Penalty: 3431.922852
	Iteration 66F: 3 clusters Score -4883080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -364444.687500 Penalty: 1302.436890
	Iteration 0F: 2 clusters Score -364444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -361705.437500 Penalty: 2604.873779
	Iteration 0F: 3 clusters Score -361705.4 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -362450.187500 Penalty: 2604.873779
	Iteration 1F: 3 clusters Score -362450.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -362670.281250 Penalty: 2604.873779
	Iteration 2F: 3 clusters Score -362670.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -362806.062500 Penalty: 2604.873779
	Iteration 3F: 3 clusters Score -362806.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -362923.093750 Penalty: 2604.873779
	Iteration 4Q: 3 clusters Score -362923.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -363031.343750 Penalty: 2604.873779
	Iteration 5Q: 3 clusters Score -363031.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -363117.718750 Penalty: 2604.873779
	Iteration 6Q: 3 clusters Score -363117.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -363204.875000 Penalty: 2604.873779
	Iteration 7Q: 3 clusters Score -363204.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -363283.343750 Penalty: 2604.873779
	Iteration 8Q: 3 clusters Score -363283.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -363351.843750 Penalty: 2604.873779
	Iteration 9Q: 3 clusters Score -363351.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -363436.218750 Penalty: 2604.873779
	Iteration 10Q: 3 clusters Score -363436.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -363548.750000 Penalty: 2604.873779
	Iteration 11Q: 3 clusters Score -363548.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -363693.312500 Penalty: 2604.873779
	Iteration 12Q: 3 clusters Score -363693.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -363841.625000 Penalty: 2604.873779
	Iteration 13Q: 3 clusters Score -363841.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -363965.656250 Penalty: 2604.873779
	Iteration 14Q: 3 clusters Score -363965.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -364039.906250 Penalty: 2604.873779
	Iteration 15Q: 3 clusters Score -364039.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -364104.468750 Penalty: 2604.873779
	Iteration 16Q: 3 clusters Score -364104.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -364143.062500 Penalty: 2604.873779
	Iteration 17Q: 3 clusters Score -364143.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -364173.656250 Penalty: 2604.873779
	Iteration 18Q: 3 clusters Score -364173.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -364198.500000 Penalty: 2604.873779
	Iteration 19Q: 3 clusters Score -364198.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -364213.312500 Penalty: 2604.873779
	Iteration 20F: 3 clusters Score -364213.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -364221.468750 Penalty: 2604.873779
	Iteration 21Q: 3 clusters Score -364221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -364225.750000 Penalty: 2604.873779
	Iteration 22Q: 3 clusters Score -364225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -364227.593750 Penalty: 2604.873779
	Iteration 23Q: 3 clusters Score -364227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -364230.000000 Penalty: 2604.873779
	Iteration 24Q: 3 clusters Score -364230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364232.500000 Penalty: 2604.873779
	Iteration 25Q: 3 clusters Score -364232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -364233.312500 Penalty: 2604.873779
	Iteration 26Q: 3 clusters Score -364233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -364233.562500 Penalty: 2604.873779
	Iteration 27Q: 3 clusters Score -364233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -364232.781250 Penalty: 2604.873779
	Iteration 28Q: 3 clusters Score -364232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364234.375000 Penalty: 2604.873779
	Iteration 29Q: 3 clusters Score -364234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364234.375000 Penalty: 2604.873779
	Iteration 30F: 3 clusters Score -364234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -34488.789062 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -34488.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33610.910156 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -33610.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33778.855469 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -33778.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33859.035156 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -33859.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33927.652344 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -33927.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33954.941406 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -33954.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33986.394531 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -33986.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -33995.406250 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -33995.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34000.835938 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -34000.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34003.527344 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -34003.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -34010.546875 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -34010.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -34010.546875 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -34010.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -8115.173828 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -8115.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7326.145020 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -7326.145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7537.210938 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -7537.211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7625.466309 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -7625.466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7677.666504 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -7677.667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7734.448730 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -7734.449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7799.434082 Penalty: 1842.711304
	Iteration 5F: 3 clusters Score -7799.434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7847.474609 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -7847.475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7863.029785 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -7863.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7867.888184 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -7867.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7885.931152 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -7885.931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7895.143066 Penalty: 1842.711304
	Iteration 10Q: 3 clusters Score -7895.143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7901.128418 Penalty: 1842.711304
	Iteration 11Q: 3 clusters Score -7901.128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7920.914551 Penalty: 1842.711304
	Iteration 12Q: 3 clusters Score -7920.915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7922.738770 Penalty: 1842.711304
	Iteration 13Q: 3 clusters Score -7922.739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7922.738770 Penalty: 1842.711304
	Iteration 14F: 3 clusters Score -7922.739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Entering Unmasked Estep 
Score: -1868560.000000 Penalty: 1565.179810
	Iteration 0F: 2 clusters Score -1868560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1858116.625000 Penalty: 3130.359619
	Iteration 0F: 3 clusters Score -1858117 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1861911.750000 Penalty: 3130.359619
	Iteration 1F: 3 clusters Score -1861912 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1862398.750000 Penalty: 3130.359619
	Iteration 2F: 3 clusters Score -1862399 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1862906.500000 Penalty: 3130.359619
	Iteration 3F: 3 clusters Score -1862906 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1863490.000000 Penalty: 3130.359619
	Iteration 4F: 3 clusters Score -1863490 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1864164.875000 Penalty: 3130.359619
	Iteration 5F: 3 clusters Score -1864165 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1864802.000000 Penalty: 3130.359619
	Iteration 6F: 3 clusters Score -1864802 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1865448.250000 Penalty: 3130.359619
	Iteration 7Q: 3 clusters Score -1865448 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1865953.000000 Penalty: 3130.359619
	Iteration 8Q: 3 clusters Score -1865953 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1866337.250000 Penalty: 3130.359619
	Iteration 9Q: 3 clusters Score -1866337 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1866635.750000 Penalty: 3130.359619
	Iteration 10Q: 3 clusters Score -1866636 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1866865.375000 Penalty: 3130.359619
	Iteration 11Q: 3 clusters Score -1866865 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1867048.875000 Penalty: 3130.359619
	Iteration 12Q: 3 clusters Score -1867049 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1867183.875000 Penalty: 3130.359619
	Iteration 13Q: 3 clusters Score -1867184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1867288.750000 Penalty: 3130.359619
	Iteration 14Q: 3 clusters Score -1867289 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1867380.000000 Penalty: 3130.359619
	Iteration 15Q: 3 clusters Score -1867380 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1867463.250000 Penalty: 3130.359619
	Iteration 16Q: 3 clusters Score -1867463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1867549.875000 Penalty: 3130.359619
	Iteration 17Q: 3 clusters Score -1867550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1867637.125000 Penalty: 3130.359619
	Iteration 18Q: 3 clusters Score -1867637 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1867704.375000 Penalty: 3130.359619
	Iteration 19Q: 3 clusters Score -1867704 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1867754.750000 Penalty: 3130.359619
	Iteration 20F: 3 clusters Score -1867755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1867795.250000 Penalty: 3130.359619
	Iteration 21Q: 3 clusters Score -1867795 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1867813.500000 Penalty: 3130.359619
	Iteration 22Q: 3 clusters Score -1867814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1867831.000000 Penalty: 3130.359619
	Iteration 23Q: 3 clusters Score -1867831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1867849.125000 Penalty: 3130.359619
	Iteration 24Q: 3 clusters Score -1867849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1867854.125000 Penalty: 3130.359619
	Iteration 25Q: 3 clusters Score -1867854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1867858.625000 Penalty: 3130.359619
	Iteration 26Q: 3 clusters Score -1867859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1867865.000000 Penalty: 3130.359619
	Iteration 27Q: 3 clusters Score -1867865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1867870.625000 Penalty: 3130.359619
	Iteration 28Q: 3 clusters Score -1867871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1867866.125000 Penalty: 3130.359619
	Iteration 29Q: 3 clusters Score -1867866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1867866.000000 Penalty: 3130.359619
	Iteration 30Q: 3 clusters Score -1867866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1867867.500000 Penalty: 3130.359619
	Iteration 31Q: 3 clusters Score -1867868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1867867.250000 Penalty: 3130.359619
	Iteration 32Q: 3 clusters Score -1867867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1867867.000000 Penalty: 3130.359619
	Iteration 33Q: 3 clusters Score -1867867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1867867.625000 Penalty: 3130.359619
	Iteration 34Q: 3 clusters Score -1867868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1867867.625000 Penalty: 3130.359619
	Iteration 35F: 3 clusters Score -1867868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -28266.572266 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -28266.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27483.945312 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -27483.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27572.375000 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -27572.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27592.769531 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -27592.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27592.769531 Penalty: 1809.712036
	Iteration 3F: 3 clusters Score -27592.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -9435.214844 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -9435.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8947.080078 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8947.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8987.419922 Penalty: 1486.781006
	Iteration 1F: 3 clusters Score -8987.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8998.253906 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -8998.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8998.253906 Penalty: 1486.781006
	Iteration 3F: 3 clusters Score -8998.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -89299.914062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -89299.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88013.710938 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -88013.71 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88427.851562 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -88427.85 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88585.203125 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -88585.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88689.250000 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -88689.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88768.484375 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -88768.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88825.117188 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -88825.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88871.085938 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -88871.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88910.445312 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -88910.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88944.554688 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -88944.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88953.796875 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -88953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88955.578125 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -88955.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88955.578125 Penalty: 2167.174072
	Iteration 11F: 3 clusters Score -88955.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103879 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117434 members 
Mstep: Class 10 contains 119205 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100022 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117552 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107428 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 38867 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134746 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747312.000000 Penalty: 95283.945312
Iteration 479Q: 43 clusters Score -1.417473e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103881 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117437 members 
Mstep: Class 10 contains 119204 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100015 members 
Mstep: Class 15 contains 14497 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117554 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107427 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38868 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134744 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38551 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747328.000000 Penalty: 95283.945312
Iteration 480F: 43 clusters Score -1.417473e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103883 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117437 members 
Mstep: Class 10 contains 119203 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100015 members 
Mstep: Class 15 contains 14496 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117555 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107424 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38865 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134746 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747312.000000 Penalty: 95283.945312
Iteration 481Q: 43 clusters Score -1.417473e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103883 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117433 members 
Mstep: Class 10 contains 119204 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100014 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117553 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107422 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38863 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134755 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38552 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 482Q: 43 clusters Score -1.417472e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103882 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117435 members 
Mstep: Class 10 contains 119203 members 
Mstep: Class 11 contains 52324 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100010 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117554 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107423 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38862 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134763 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38551 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 95283.945312
Iteration 483Q: 43 clusters Score -1.417472e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103884 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117432 members 
Mstep: Class 10 contains 119205 members 
Mstep: Class 11 contains 52325 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100010 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117551 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107420 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134767 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38551 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747184.000000 Penalty: 95283.945312
Iteration 484Q: 43 clusters Score -1.417472e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103886 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117431 members 
Mstep: Class 10 contains 119204 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100009 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117548 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107419 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38866 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134765 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38554 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 485Q: 43 clusters Score -1.417472e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103887 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 117427 members 
Mstep: Class 10 contains 119203 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100011 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117549 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107417 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38867 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134765 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 95283.945312
Iteration 486Q: 43 clusters Score -1.417472e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103889 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117427 members 
Mstep: Class 10 contains 119203 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100011 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117546 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107414 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38867 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134768 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 487Q: 43 clusters Score -1.417472e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 103890 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117427 members 
Mstep: Class 10 contains 119203 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100009 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117546 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107408 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38867 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134773 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 488Q: 43 clusters Score -1.417472e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103891 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 117435 members 
Mstep: Class 10 contains 119200 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100005 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117543 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107407 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38866 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134774 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747312.000000 Penalty: 95283.945312
Iteration 489Q: 43 clusters Score -1.417473e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103890 members 
Mstep: Class 4 contains 8275 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 117438 members 
Mstep: Class 10 contains 119202 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 100002 members 
Mstep: Class 15 contains 14496 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117540 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107404 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 38864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134777 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38556 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747264.000000 Penalty: 95283.945312
Iteration 490Q: 43 clusters Score -1.417473e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103891 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 117441 members 
Mstep: Class 10 contains 119204 members 
Mstep: Class 11 contains 52329 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99995 members 
Mstep: Class 15 contains 14498 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117537 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107403 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38862 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134779 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38556 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15244 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747216.000000 Penalty: 95283.945312
Iteration 491Q: 43 clusters Score -1.417472e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103893 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117441 members 
Mstep: Class 10 contains 119205 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99993 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117536 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107403 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38861 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134779 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38557 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747200.000000 Penalty: 95283.945312
Iteration 492Q: 43 clusters Score -1.417472e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103894 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117445 members 
Mstep: Class 10 contains 119204 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99989 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117537 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38861 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134777 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38558 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 95283.945312
Iteration 493Q: 43 clusters Score -1.417472e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103895 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117447 members 
Mstep: Class 10 contains 119202 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99988 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117539 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38862 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134776 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38558 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747232.000000 Penalty: 95283.945312
Iteration 494Q: 43 clusters Score -1.417472e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103896 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117448 members 
Mstep: Class 10 contains 119201 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99986 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117542 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38863 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134774 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38558 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747200.000000 Penalty: 95283.945312
Iteration 495Q: 43 clusters Score -1.417472e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103897 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117447 members 
Mstep: Class 10 contains 119202 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99984 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117542 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107403 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134772 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38558 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747200.000000 Penalty: 95283.945312
Iteration 496Q: 43 clusters Score -1.417472e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103899 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117447 members 
Mstep: Class 10 contains 119201 members 
Mstep: Class 11 contains 52327 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99984 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117543 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107404 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134769 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38558 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747200.000000 Penalty: 95283.945312
Iteration 497Q: 43 clusters Score -1.417472e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103900 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117443 members 
Mstep: Class 10 contains 119201 members 
Mstep: Class 11 contains 52329 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99985 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117543 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107405 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134768 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38558 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747200.000000 Penalty: 95283.945312
Iteration 498Q: 43 clusters Score -1.417472e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103902 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117442 members 
Mstep: Class 10 contains 119202 members 
Mstep: Class 11 contains 52330 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99986 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117542 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107405 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134766 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38557 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747200.000000 Penalty: 95283.945312
Iteration 499Q: 43 clusters Score -1.417472e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103905 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 117445 members 
Mstep: Class 10 contains 119201 members 
Mstep: Class 11 contains 52333 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 99986 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 117542 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 107404 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 38864 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 134762 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 514 members 
Mstep: Class 34 contains 333 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 15243 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747200.000000 Penalty: 95283.945312
Iteration 500F: 43 clusters Score -1.417472e+08 nChanged 14
Maximum iterations exceeded
--- Evaluating fit on full set of 3469879 points ---
Entering Unmasked Estep 
Score: -432692256.000000 Penalty: 102781.976562
22->43 Clusters: Score -432692256.000000, best is -432706048.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1156626 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 52618 members 
Mstep: Class 3 contains 52727 members 
Mstep: Class 4 contains 52279 members 
Mstep: Class 5 contains 52767 members 
Mstep: Class 6 contains 52255 members 
Mstep: Class 7 contains 52862 members 
Mstep: Class 8 contains 52365 members 
Mstep: Class 9 contains 52750 members 
Mstep: Class 10 contains 52543 members 
Mstep: Class 11 contains 52371 members 
Mstep: Class 12 contains 53030 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 52534 members 
Mstep: Class 15 contains 52802 members 
Mstep: Class 16 contains 52498 members 
Mstep: Class 17 contains 52539 members 
Mstep: Class 18 contains 52248 members 
Mstep: Class 19 contains 52470 members 
Mstep: Class 20 contains 52733 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 52382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 563.200378 but Gain 2268.664062
Score: -132657384.000000 Penalty: 47641.972656
Iteration 0F: 22 clusters Score -1.326574e+08 nChanged 1104210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2333 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 15700 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 66471 members 
Mstep: Class 6 contains 4665 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 5803 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 5642 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 15 contains 201946 members 
Mstep: Class 16 contains 97457 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 650711 members 
Mstep: Class 20 contains 14442 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 37599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1478.218872 but Gain 2268.664062
Score: -139155760.000000 Penalty: 45373.308594
Iteration 1F: 21 clusters Score -1.391558e+08 nChanged 379604
Entering Unmasked Mstep 
Mstep: Class 0 contains 2050 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 15276 members 
Mstep: Class 3 contains 3636 members 
Mstep: Class 5 contains 86668 members 
Mstep: Class 6 contains 3326 members 
Mstep: Class 7 contains 9250 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 1501 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 15 contains 333383 members 
Mstep: Class 16 contains 149469 members 
Mstep: Class 17 contains 2809 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 445918 members 
Mstep: Class 20 contains 14835 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 36573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139806704.000000 Penalty: 45373.308594
Iteration 2F: 21 clusters Score -1.398067e+08 nChanged 347108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1663 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 16910 members 
Mstep: Class 3 contains 4353 members 
Mstep: Class 5 contains 119621 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 45230 members 
Mstep: Class 10 contains 11286 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 15 contains 245189 members 
Mstep: Class 16 contains 270843 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 4005 members 
Mstep: Class 19 contains 339275 members 
Mstep: Class 20 contains 15419 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 45298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140341392.000000 Penalty: 45373.308594
Iteration 3F: 21 clusters Score -1.403414e+08 nChanged 266011
Entering Unmasked Mstep 
Mstep: Class 0 contains 1358 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 19467 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 5 contains 181102 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 9351 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 61129 members 
Mstep: Class 10 contains 15175 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 2203 members 
Mstep: Class 15 contains 237870 members 
Mstep: Class 16 contains 264495 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 260275 members 
Mstep: Class 20 contains 15202 members 
Mstep: Class 21 contains 1617 members 
Mstep: Class 22 contains 55472 members 
Entering Unmasked Estep 
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Iteration 4F: 21 clusters Score -1.407196e+08 nChanged 205929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1010 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 22747 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 5 contains 253509 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 8746 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 69698 members 
Mstep: Class 10 contains 17874 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 15 contains 220466 members 
Mstep: Class 16 contains 202396 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 244345 members 
Mstep: Class 20 contains 14975 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 63345 members 
Entering Unmasked Estep 
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Iteration 5F: 21 clusters Score -1.409282e+08 nChanged 193779
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 25639 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 5 contains 268934 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 7963 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 72778 members 
Mstep: Class 10 contains 20747 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 15 contains 217066 members 
Mstep: Class 16 contains 197772 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 6909 members 
Mstep: Class 19 contains 220202 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 68312 members 
Entering Unmasked Estep 
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Iteration 6F: 21 clusters Score -1.410013e+08 nChanged 133709
Entering Unmasked Mstep 
Mstep: Class 0 contains 760 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 28206 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 5 contains 256329 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 75312 members 
Mstep: Class 10 contains 24121 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 15 contains 214712 members 
Mstep: Class 16 contains 187892 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 9181 members 
Mstep: Class 19 contains 223924 members 
Mstep: Class 20 contains 14976 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 74330 members 
Entering Unmasked Estep 
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Iteration 7F: 21 clusters Score -1.410704e+08 nChanged 98848
Entering Unmasked Mstep 
Mstep: Class 0 contains 709 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 30363 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 5 contains 253653 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 6570 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 26847 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 15 contains 212891 members 
Mstep: Class 16 contains 180076 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 18 contains 11079 members 
Mstep: Class 19 contains 214459 members 
Mstep: Class 20 contains 14772 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 80924 members 
Entering Unmasked Estep 
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Iteration 8F: 21 clusters Score -1.411268e+08 nChanged 88665
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 32086 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 5 contains 250903 members 
Mstep: Class 6 contains 1128 members 
Mstep: Class 7 contains 5808 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 82012 members 
Mstep: Class 10 contains 29634 members 
Mstep: Class 11 contains 1069 members 
Mstep: Class 12 contains 7491 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 15 contains 208669 members 
Mstep: Class 16 contains 169786 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 19 contains 207913 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 88349 members 
Entering Unmasked Estep 
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Iteration 9F: 21 clusters Score -1.411761e+08 nChanged 79732
Entering Unmasked Mstep 
Mstep: Class 0 contains 634 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 33474 members 
Mstep: Class 3 contains 5674 members 
Mstep: Class 5 contains 247404 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 7604 members 
Mstep: Class 9 contains 86055 members 
Mstep: Class 10 contains 32689 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 15 contains 203759 members 
Mstep: Class 16 contains 159691 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 13765 members 
Mstep: Class 19 contains 200367 members 
Mstep: Class 20 contains 14331 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 96862 members 
Entering Unmasked Estep 
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Iteration 10F: 21 clusters Score -1.412188e+08 nChanged 73421
Entering Unmasked Mstep 
Mstep: Class 0 contains 604 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 34572 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 5 contains 243593 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 4993 members 
Mstep: Class 8 contains 8275 members 
Mstep: Class 9 contains 90449 members 
Mstep: Class 10 contains 35894 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 15 contains 198594 members 
Mstep: Class 16 contains 150304 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 190416 members 
Mstep: Class 20 contains 14066 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 107112 members 
Entering Unmasked Estep 
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Iteration 11F: 21 clusters Score -1.412619e+08 nChanged 68370
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 35419 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 5 contains 238315 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 8 contains 9110 members 
Mstep: Class 9 contains 94897 members 
Mstep: Class 10 contains 39278 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 10309 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 15 contains 192538 members 
Mstep: Class 16 contains 140748 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 15226 members 
Mstep: Class 19 contains 181582 members 
Mstep: Class 20 contains 13755 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 118562 members 
Entering Unmasked Estep 
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Iteration 12F: 21 clusters Score -1.413027e+08 nChanged 63779
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 35982 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 5 contains 231532 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 98957 members 
Mstep: Class 10 contains 42540 members 
Mstep: Class 11 contains 1232 members 
Mstep: Class 12 contains 10948 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 15 contains 186452 members 
Mstep: Class 16 contains 132616 members 
Mstep: Class 17 contains 1032 members 
Mstep: Class 18 contains 15684 members 
Mstep: Class 19 contains 173726 members 
Mstep: Class 20 contains 13406 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 129931 members 
Entering Unmasked Estep 
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Iteration 13F: 21 clusters Score -1.413406e+08 nChanged 59588
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 36198 members 
Mstep: Class 3 contains 6431 members 
Mstep: Class 5 contains 224711 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 11156 members 
Mstep: Class 9 contains 102393 members 
Mstep: Class 10 contains 45494 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 15 contains 180705 members 
Mstep: Class 16 contains 125157 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 16105 members 
Mstep: Class 19 contains 166670 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 140821 members 
Entering Unmasked Estep 
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Iteration 14F: 21 clusters Score -1.413697e+08 nChanged 56025
Entering Unmasked Mstep 
Mstep: Class 0 contains 482 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 36203 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 5 contains 217829 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 105146 members 
Mstep: Class 10 contains 48176 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 15 contains 175544 members 
Mstep: Class 16 contains 118637 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 160065 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 150817 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.41394e+08 nChanged 53081
Entering Unmasked Mstep 
Mstep: Class 0 contains 467 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 36001 members 
Mstep: Class 3 contains 6713 members 
Mstep: Class 5 contains 210611 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 107464 members 
Mstep: Class 10 contains 50653 members 
Mstep: Class 11 contains 1351 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 15 contains 170874 members 
Mstep: Class 16 contains 113879 members 
Mstep: Class 17 contains 978 members 
Mstep: Class 18 contains 16913 members 
Mstep: Class 19 contains 154032 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 158878 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.414152e+08 nChanged 50346
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 35658 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 5 contains 203858 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 6566 members 
Mstep: Class 8 contains 14976 members 
Mstep: Class 9 contains 109131 members 
Mstep: Class 10 contains 52880 members 
Mstep: Class 11 contains 1363 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 15 contains 167183 members 
Mstep: Class 16 contains 111237 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 17298 members 
Mstep: Class 19 contains 148658 members 
Mstep: Class 20 contains 11349 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 163495 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.414339e+08 nChanged 48192
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 6776 members 
Mstep: Class 5 contains 198699 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 16381 members 
Mstep: Class 9 contains 110181 members 
Mstep: Class 10 contains 54863 members 
Mstep: Class 11 contains 1376 members 
Mstep: Class 12 contains 12574 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 15 contains 163858 members 
Mstep: Class 16 contains 110255 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 143521 members 
Mstep: Class 20 contains 10627 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 165172 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.414469e+08 nChanged 46057
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 34615 members 
Mstep: Class 3 contains 6726 members 
Mstep: Class 5 contains 193037 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 7416 members 
Mstep: Class 8 contains 17854 members 
Mstep: Class 9 contains 110752 members 
Mstep: Class 10 contains 56772 members 
Mstep: Class 11 contains 1388 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 15 contains 161333 members 
Mstep: Class 16 contains 110413 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 18014 members 
Mstep: Class 19 contains 139408 members 
Mstep: Class 20 contains 9911 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 164568 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.414574e+08 nChanged 43562
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 33989 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 5 contains 187109 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 7780 members 
Mstep: Class 8 contains 19162 members 
Mstep: Class 9 contains 110940 members 
Mstep: Class 10 contains 58552 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 13100 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 15 contains 159727 members 
Mstep: Class 16 contains 110579 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 18323 members 
Mstep: Class 19 contains 135821 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 162164 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.414689e+08 nChanged 43469
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 33330 members 
Mstep: Class 3 contains 6667 members 
Mstep: Class 5 contains 180740 members 
Mstep: Class 6 contains 560 members 
Mstep: Class 7 contains 8121 members 
Mstep: Class 8 contains 20296 members 
Mstep: Class 9 contains 110854 members 
Mstep: Class 10 contains 60152 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 15 contains 158934 members 
Mstep: Class 16 contains 109588 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 132032 members 
Mstep: Class 20 contains 8520 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 158476 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.414818e+08 nChanged 44371
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 32629 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 5 contains 173536 members 
Mstep: Class 6 contains 580 members 
Mstep: Class 7 contains 8374 members 
Mstep: Class 8 contains 21294 members 
Mstep: Class 9 contains 110593 members 
Mstep: Class 10 contains 61602 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 15 contains 158537 members 
Mstep: Class 16 contains 107467 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 18875 members 
Mstep: Class 19 contains 128269 members 
Mstep: Class 20 contains 7780 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 154495 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.414885e+08 nChanged 44708
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 31824 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 5 contains 166676 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 8521 members 
Mstep: Class 8 contains 22121 members 
Mstep: Class 9 contains 110228 members 
Mstep: Class 10 contains 63129 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 13998 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 15 contains 158401 members 
Mstep: Class 16 contains 105421 members 
Mstep: Class 17 contains 920 members 
Mstep: Class 18 contains 19150 members 
Mstep: Class 19 contains 125409 members 
Mstep: Class 20 contains 7020 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 151017 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.414899e+08 nChanged 41874
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 31027 members 
Mstep: Class 3 contains 6446 members 
Mstep: Class 5 contains 161516 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 8656 members 
Mstep: Class 8 contains 22869 members 
Mstep: Class 9 contains 109781 members 
Mstep: Class 10 contains 64951 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 14292 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 15 contains 158742 members 
Mstep: Class 16 contains 105414 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 19416 members 
Mstep: Class 19 contains 124253 members 
Mstep: Class 20 contains 6269 members 
Mstep: Class 21 contains 953 members 
Mstep: Class 22 contains 148078 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.414908e+08 nChanged 35654
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 168678 members 
Mstep: Class 2 contains 30275 members 
Mstep: Class 3 contains 6414 members 
Mstep: Class 5 contains 158036 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 8800 members 
Mstep: Class 8 contains 23437 members 
Mstep: Class 9 contains 109478 members 
Mstep: Class 10 contains 67242 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 14585 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 15 contains 159264 members 
Mstep: Class 16 contains 107979 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 123900 members 
Mstep: Class 20 contains 5493 members 
Mstep: Class 21 contains 948 members 
Mstep: Class 22 contains 145863 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.414951e+08 nChanged 30760
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 29527 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 5 contains 155207 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 8935 members 
Mstep: Class 8 contains 23869 members 
Mstep: Class 9 contains 109240 members 
Mstep: Class 10 contains 69845 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 14837 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 15 contains 159783 members 
Mstep: Class 16 contains 112003 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 124042 members 
Mstep: Class 20 contains 4737 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 143949 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.415e+08 nChanged 27896
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 28801 members 
Mstep: Class 3 contains 6336 members 
Mstep: Class 5 contains 152615 members 
Mstep: Class 6 contains 654 members 
Mstep: Class 7 contains 9047 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 109030 members 
Mstep: Class 10 contains 72556 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 15 contains 160366 members 
Mstep: Class 16 contains 116431 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 124265 members 
Mstep: Class 20 contains 4110 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 142434 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.415048e+08 nChanged 26078
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 160105 members 
Mstep: Class 2 contains 28143 members 
Mstep: Class 3 contains 6264 members 
Mstep: Class 5 contains 150259 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 9134 members 
Mstep: Class 8 contains 24490 members 
Mstep: Class 9 contains 108897 members 
Mstep: Class 10 contains 75437 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 15217 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 15 contains 161166 members 
Mstep: Class 16 contains 120569 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 20246 members 
Mstep: Class 19 contains 124499 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 140949 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.415127e+08 nChanged 25291
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 27463 members 
Mstep: Class 3 contains 6144 members 
Mstep: Class 5 contains 147925 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 9242 members 
Mstep: Class 8 contains 24627 members 
Mstep: Class 9 contains 108824 members 
Mstep: Class 10 contains 78226 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 15375 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 15 contains 162015 members 
Mstep: Class 16 contains 124419 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 20336 members 
Mstep: Class 19 contains 124835 members 
Mstep: Class 20 contains 3507 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 139732 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.415188e+08 nChanged 24416
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 153127 members 
Mstep: Class 2 contains 26796 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 5 contains 145441 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 24681 members 
Mstep: Class 9 contains 108843 members 
Mstep: Class 10 contains 80835 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 15 contains 163039 members 
Mstep: Class 16 contains 127645 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 20393 members 
Mstep: Class 19 contains 125181 members 
Mstep: Class 20 contains 3505 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 138671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141524000.000000 Penalty: 45373.308594
Iteration 30Q: 21 clusters Score -1.41524e+08 nChanged 23493
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 26204 members 
Mstep: Class 3 contains 5996 members 
Mstep: Class 5 contains 142621 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 24667 members 
Mstep: Class 9 contains 108942 members 
Mstep: Class 10 contains 83320 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 15 contains 164014 members 
Mstep: Class 16 contains 130250 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20454 members 
Mstep: Class 19 contains 125581 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 137835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141528960.000000 Penalty: 45373.308594
Iteration 31Q: 21 clusters Score -1.41529e+08 nChanged 22525
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 25651 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 5 contains 139593 members 
Mstep: Class 6 contains 671 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 24618 members 
Mstep: Class 9 contains 109084 members 
Mstep: Class 10 contains 85689 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 15713 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 15 contains 165187 members 
Mstep: Class 16 contains 132294 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 126147 members 
Mstep: Class 20 contains 3692 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 137134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141532064.000000 Penalty: 45373.308594
Iteration 32Q: 21 clusters Score -1.415321e+08 nChanged 21805
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 25160 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 5 contains 136398 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 9632 members 
Mstep: Class 8 contains 24537 members 
Mstep: Class 9 contains 109205 members 
Mstep: Class 10 contains 88030 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 15 contains 166447 members 
Mstep: Class 16 contains 133768 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20484 members 
Mstep: Class 19 contains 126928 members 
Mstep: Class 20 contains 3838 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141535696.000000 Penalty: 45373.308594
Iteration 33Q: 21 clusters Score -1.415357e+08 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 24754 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 5 contains 133207 members 
Mstep: Class 6 contains 678 members 
Mstep: Class 7 contains 9770 members 
Mstep: Class 8 contains 24458 members 
Mstep: Class 9 contains 109386 members 
Mstep: Class 10 contains 90082 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 15900 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 15 contains 167479 members 
Mstep: Class 16 contains 134753 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20458 members 
Mstep: Class 19 contains 127897 members 
Mstep: Class 20 contains 3983 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141538224.000000 Penalty: 45373.308594
Iteration 34Q: 21 clusters Score -1.415382e+08 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 24323 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 5 contains 130096 members 
Mstep: Class 6 contains 679 members 
Mstep: Class 7 contains 9919 members 
Mstep: Class 8 contains 24352 members 
Mstep: Class 9 contains 109647 members 
Mstep: Class 10 contains 92071 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 16001 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 15 contains 168490 members 
Mstep: Class 16 contains 135310 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20453 members 
Mstep: Class 19 contains 128808 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141540848.000000 Penalty: 45373.308594
Iteration 35Q: 21 clusters Score -1.415408e+08 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 23925 members 
Mstep: Class 3 contains 5811 members 
Mstep: Class 5 contains 127152 members 
Mstep: Class 6 contains 681 members 
Mstep: Class 7 contains 10098 members 
Mstep: Class 8 contains 24244 members 
Mstep: Class 9 contains 109941 members 
Mstep: Class 10 contains 93781 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 16091 members 
Mstep: Class 13 contains 3200 members 
Mstep: Class 15 contains 169427 members 
Mstep: Class 16 contains 135429 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20425 members 
Mstep: Class 19 contains 129901 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141542800.000000 Penalty: 45373.308594
Iteration 36Q: 21 clusters Score -1.415428e+08 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 141234 members 
Mstep: Class 2 contains 23532 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 5 contains 124311 members 
Mstep: Class 6 contains 682 members 
Mstep: Class 7 contains 10296 members 
Mstep: Class 8 contains 24115 members 
Mstep: Class 9 contains 110287 members 
Mstep: Class 10 contains 95251 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 16185 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 15 contains 170333 members 
Mstep: Class 16 contains 135316 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20406 members 
Mstep: Class 19 contains 131075 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141544912.000000 Penalty: 45373.308594
Iteration 37Q: 21 clusters Score -1.415449e+08 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 23150 members 
Mstep: Class 3 contains 5746 members 
Mstep: Class 5 contains 122124 members 
Mstep: Class 6 contains 682 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 23944 members 
Mstep: Class 9 contains 110603 members 
Mstep: Class 10 contains 96435 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 16275 members 
Mstep: Class 13 contains 3198 members 
Mstep: Class 15 contains 171085 members 
Mstep: Class 16 contains 134962 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20394 members 
Mstep: Class 19 contains 132234 members 
Mstep: Class 20 contains 4628 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141546960.000000 Penalty: 45373.308594
Iteration 38Q: 21 clusters Score -1.41547e+08 nChanged 14392
Entering ConstructFrom: 
Score: -141546960.000000 Penalty: 45373.308594
Entering ConstructFrom: 
Trying to split cluster 1 (139596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Entering Unmasked Estep 
Score: -17576324.000000 Penalty: 1925.057495
	Iteration 0F: 2 clusters Score -1.757632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -17495136.000000 Penalty: 3850.114990
	Iteration 0F: 3 clusters Score -1.749514e+07 nChanged 67445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -17534728.000000 Penalty: 3850.114990
	Iteration 1F: 3 clusters Score -1.753473e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -17535856.000000 Penalty: 3850.114990
	Iteration 2Q: 3 clusters Score -1.753586e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -17537606.000000 Penalty: 3850.114990
	Iteration 3Q: 3 clusters Score -1.753761e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -17540218.000000 Penalty: 3850.114990
	Iteration 4Q: 3 clusters Score -1.754022e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -17544860.000000 Penalty: 3850.114990
	Iteration 5F: 3 clusters Score -1.754486e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -17552506.000000 Penalty: 3850.114990
	Iteration 6F: 3 clusters Score -1.755251e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -17561770.000000 Penalty: 3850.114990
	Iteration 7F: 3 clusters Score -1.756177e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -17568328.000000 Penalty: 3850.114990
	Iteration 8F: 3 clusters Score -1.756833e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132258 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -17571904.000000 Penalty: 3850.114990
	Iteration 9F: 3 clusters Score -1.75719e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -17573510.000000 Penalty: 3850.114990
	Iteration 10Q: 3 clusters Score -1.757351e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137478 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -17574240.000000 Penalty: 3850.114990
	Iteration 11Q: 3 clusters Score -1.757424e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17574582.000000 Penalty: 3850.114990
	Iteration 12Q: 3 clusters Score -1.757458e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17574822.000000 Penalty: 3850.114990
	Iteration 13Q: 3 clusters Score -1.757482e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138735 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -17574910.000000 Penalty: 3850.114990
	Iteration 14Q: 3 clusters Score -1.757491e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138830 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17574992.000000 Penalty: 3850.114990
	Iteration 15Q: 3 clusters Score -1.757499e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17575058.000000 Penalty: 3850.114990
	Iteration 16Q: 3 clusters Score -1.757506e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138872 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17575134.000000 Penalty: 3850.114990
	Iteration 17Q: 3 clusters Score -1.757513e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138862 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17575168.000000 Penalty: 3850.114990
	Iteration 18Q: 3 clusters Score -1.757517e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138856 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -17575236.000000 Penalty: 3850.114990
	Iteration 19Q: 3 clusters Score -1.757524e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138841 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -17575258.000000 Penalty: 3850.114990
	Iteration 20F: 3 clusters Score -1.757526e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17575312.000000 Penalty: 3850.114990
	Iteration 21Q: 3 clusters Score -1.757531e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -17575368.000000 Penalty: 3850.114990
	Iteration 22Q: 3 clusters Score -1.757537e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138745 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -17575410.000000 Penalty: 3850.114990
	Iteration 23Q: 3 clusters Score -1.757541e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -17575424.000000 Penalty: 3850.114990
	Iteration 24Q: 3 clusters Score -1.757542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -17575430.000000 Penalty: 3850.114990
	Iteration 25Q: 3 clusters Score -1.757543e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -17575444.000000 Penalty: 3850.114990
	Iteration 26Q: 3 clusters Score -1.757544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138642 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -17575448.000000 Penalty: 3850.114990
	Iteration 27Q: 3 clusters Score -1.757545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17575470.000000 Penalty: 3850.114990
	Iteration 28Q: 3 clusters Score -1.757547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138596 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -17575464.000000 Penalty: 3850.114990
	Iteration 29Q: 3 clusters Score -1.757546e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -17575480.000000 Penalty: 3850.114990
	Iteration 30Q: 3 clusters Score -1.757548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138565 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -17575518.000000 Penalty: 3850.114990
	Iteration 31Q: 3 clusters Score -1.757552e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138551 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17575506.000000 Penalty: 3850.114990
	Iteration 32Q: 3 clusters Score -1.757551e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138525 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17575550.000000 Penalty: 3850.114990
	Iteration 33Q: 3 clusters Score -1.757555e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138485 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17575540.000000 Penalty: 3850.114990
	Iteration 34Q: 3 clusters Score -1.757554e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138441 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -17575556.000000 Penalty: 3850.114990
	Iteration 35Q: 3 clusters Score -1.757556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -17575580.000000 Penalty: 3850.114990
	Iteration 36Q: 3 clusters Score -1.757558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138380 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -17575558.000000 Penalty: 3850.114990
	Iteration 37Q: 3 clusters Score -1.757556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -17575570.000000 Penalty: 3850.114990
	Iteration 38Q: 3 clusters Score -1.757557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -17575582.000000 Penalty: 3850.114990
	Iteration 39Q: 3 clusters Score -1.757558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -17575588.000000 Penalty: 3850.114990
	Iteration 40F: 3 clusters Score -1.757559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138312 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -17575582.000000 Penalty: 3850.114990
	Iteration 41Q: 3 clusters Score -1.757558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138291 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -17575570.000000 Penalty: 3850.114990
	Iteration 42Q: 3 clusters Score -1.757557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138270 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -17575580.000000 Penalty: 3850.114990
	Iteration 43Q: 3 clusters Score -1.757558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17575586.000000 Penalty: 3850.114990
	Iteration 44Q: 3 clusters Score -1.757559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -17575582.000000 Penalty: 3850.114990
	Iteration 45Q: 3 clusters Score -1.757558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138209 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -17575566.000000 Penalty: 3850.114990
	Iteration 46Q: 3 clusters Score -1.757557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -17575568.000000 Penalty: 3850.114990
	Iteration 47Q: 3 clusters Score -1.757557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138169 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -17575576.000000 Penalty: 3850.114990
	Iteration 48Q: 3 clusters Score -1.757558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138151 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -17575584.000000 Penalty: 3850.114990
	Iteration 49Q: 3 clusters Score -1.757558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17575598.000000 Penalty: 3850.114990
	Iteration 50Q: 3 clusters Score -1.75756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -17575590.000000 Penalty: 3850.114990
	Iteration 51Q: 3 clusters Score -1.757559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -17575616.000000 Penalty: 3850.114990
	Iteration 52Q: 3 clusters Score -1.757562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138085 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17575636.000000 Penalty: 3850.114990
	Iteration 53Q: 3 clusters Score -1.757564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -17575630.000000 Penalty: 3850.114990
	Iteration 54Q: 3 clusters Score -1.757563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17575624.000000 Penalty: 3850.114990
	Iteration 55Q: 3 clusters Score -1.757562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138039 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -17575632.000000 Penalty: 3850.114990
	Iteration 56Q: 3 clusters Score -1.757563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138024 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17575634.000000 Penalty: 3850.114990
	Iteration 57Q: 3 clusters Score -1.757563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -17575626.000000 Penalty: 3850.114990
	Iteration 58Q: 3 clusters Score -1.757563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -17575622.000000 Penalty: 3850.114990
	Iteration 59Q: 3 clusters Score -1.757562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -17575620.000000 Penalty: 3850.114990
	Iteration 60F: 3 clusters Score -1.757562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138007 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -17575616.000000 Penalty: 3850.114990
	Iteration 61Q: 3 clusters Score -1.757562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -17575612.000000 Penalty: 3850.114990
	Iteration 62Q: 3 clusters Score -1.757561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137995 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -17575624.000000 Penalty: 3850.114990
	Iteration 63Q: 3 clusters Score -1.757562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -17575630.000000 Penalty: 3850.114990
	Iteration 64Q: 3 clusters Score -1.757563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137970 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -17575626.000000 Penalty: 3850.114990
	Iteration 65Q: 3 clusters Score -1.757563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17575640.000000 Penalty: 3850.114990
	Iteration 66Q: 3 clusters Score -1.757564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137957 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -17575640.000000 Penalty: 3850.114990
	Iteration 67Q: 3 clusters Score -1.757564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -17575640.000000 Penalty: 3850.114990
	Iteration 68Q: 3 clusters Score -1.757564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -17575634.000000 Penalty: 3850.114990
	Iteration 69Q: 3 clusters Score -1.757563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137924 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -17575654.000000 Penalty: 3850.114990
	Iteration 70Q: 3 clusters Score -1.757565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137911 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -17575654.000000 Penalty: 3850.114990
	Iteration 71Q: 3 clusters Score -1.757565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137898 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -17575666.000000 Penalty: 3850.114990
	Iteration 72Q: 3 clusters Score -1.757567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -17575688.000000 Penalty: 3850.114990
	Iteration 73Q: 3 clusters Score -1.757569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -17575682.000000 Penalty: 3850.114990
	Iteration 74Q: 3 clusters Score -1.757568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -17575676.000000 Penalty: 3850.114990
	Iteration 75Q: 3 clusters Score -1.757568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137833 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17575696.000000 Penalty: 3850.114990
	Iteration 76Q: 3 clusters Score -1.75757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137818 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17575716.000000 Penalty: 3850.114990
	Iteration 77Q: 3 clusters Score -1.757572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -17575712.000000 Penalty: 3850.114990
	Iteration 78Q: 3 clusters Score -1.757571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137772 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -17575734.000000 Penalty: 3850.114990
	Iteration 79Q: 3 clusters Score -1.757573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137742 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -17575746.000000 Penalty: 3850.114990
	Iteration 80F: 3 clusters Score -1.757575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -17575744.000000 Penalty: 3850.114990
	Iteration 81Q: 3 clusters Score -1.757574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -17575772.000000 Penalty: 3850.114990
	Iteration 82Q: 3 clusters Score -1.757577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137677 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -17575772.000000 Penalty: 3850.114990
	Iteration 83Q: 3 clusters Score -1.757577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -17575780.000000 Penalty: 3850.114990
	Iteration 84Q: 3 clusters Score -1.757578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -17575804.000000 Penalty: 3850.114990
	Iteration 85Q: 3 clusters Score -1.75758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -17575794.000000 Penalty: 3850.114990
	Iteration 86Q: 3 clusters Score -1.757579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17575810.000000 Penalty: 3850.114990
	Iteration 87Q: 3 clusters Score -1.757581e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -17575820.000000 Penalty: 3850.114990
	Iteration 88Q: 3 clusters Score -1.757582e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137546 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17575824.000000 Penalty: 3850.114990
	Iteration 89Q: 3 clusters Score -1.757582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -17575826.000000 Penalty: 3850.114990
	Iteration 90Q: 3 clusters Score -1.757583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137492 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -17575836.000000 Penalty: 3850.114990
	Iteration 91Q: 3 clusters Score -1.757584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137476 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -17575824.000000 Penalty: 3850.114990
	Iteration 92Q: 3 clusters Score -1.757582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -17575810.000000 Penalty: 3850.114990
	Iteration 93Q: 3 clusters Score -1.757581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137439 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -17575790.000000 Penalty: 3850.114990
	Iteration 94Q: 3 clusters Score -1.757579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -17575790.000000 Penalty: 3850.114990
	Iteration 95Q: 3 clusters Score -1.757579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17575800.000000 Penalty: 3850.114990
	Iteration 96Q: 3 clusters Score -1.75758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137407 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -17575798.000000 Penalty: 3850.114990
	Iteration 97Q: 3 clusters Score -1.75758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137400 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -17575802.000000 Penalty: 3850.114990
	Iteration 98Q: 3 clusters Score -1.75758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137389 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17575802.000000 Penalty: 3850.114990
	Iteration 99Q: 3 clusters Score -1.75758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -17575806.000000 Penalty: 3850.114990
	Iteration 100F: 3 clusters Score -1.757581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137386 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17575796.000000 Penalty: 3850.114990
	Iteration 101Q: 3 clusters Score -1.75758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -17575800.000000 Penalty: 3850.114990
	Iteration 102Q: 3 clusters Score -1.75758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17575812.000000 Penalty: 3850.114990
	Iteration 103Q: 3 clusters Score -1.757581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137366 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -17575818.000000 Penalty: 3850.114990
	Iteration 104Q: 3 clusters Score -1.757582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137351 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -17575824.000000 Penalty: 3850.114990
	Iteration 105Q: 3 clusters Score -1.757582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137336 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -17575834.000000 Penalty: 3850.114990
	Iteration 106Q: 3 clusters Score -1.757583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17575838.000000 Penalty: 3850.114990
	Iteration 107Q: 3 clusters Score -1.757584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -17575862.000000 Penalty: 3850.114990
	Iteration 108Q: 3 clusters Score -1.757586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137281 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -17575838.000000 Penalty: 3850.114990
	Iteration 109Q: 3 clusters Score -1.757584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -17575850.000000 Penalty: 3850.114990
	Iteration 110Q: 3 clusters Score -1.757585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137235 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -17575852.000000 Penalty: 3850.114990
	Iteration 111Q: 3 clusters Score -1.757585e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137202 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -17575870.000000 Penalty: 3850.114990
	Iteration 112Q: 3 clusters Score -1.757587e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -17575878.000000 Penalty: 3850.114990
	Iteration 113Q: 3 clusters Score -1.757588e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137140 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -17575890.000000 Penalty: 3850.114990
	Iteration 114Q: 3 clusters Score -1.757589e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137116 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -17575872.000000 Penalty: 3850.114990
	Iteration 115Q: 3 clusters Score -1.757587e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137083 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -17575886.000000 Penalty: 3850.114990
	Iteration 116Q: 3 clusters Score -1.757589e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137057 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -17575888.000000 Penalty: 3850.114990
	Iteration 117Q: 3 clusters Score -1.757589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137033 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -17575892.000000 Penalty: 3850.114990
	Iteration 118Q: 3 clusters Score -1.757589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137010 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -17575880.000000 Penalty: 3850.114990
	Iteration 119Q: 3 clusters Score -1.757588e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136987 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -17575888.000000 Penalty: 3850.114990
	Iteration 120F: 3 clusters Score -1.757589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136963 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -17575890.000000 Penalty: 3850.114990
	Iteration 121Q: 3 clusters Score -1.757589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -17575882.000000 Penalty: 3850.114990
	Iteration 122Q: 3 clusters Score -1.757588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136928 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -17575874.000000 Penalty: 3850.114990
	Iteration 123Q: 3 clusters Score -1.757587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -17575892.000000 Penalty: 3850.114990
	Iteration 124Q: 3 clusters Score -1.757589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136890 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -17575886.000000 Penalty: 3850.114990
	Iteration 125Q: 3 clusters Score -1.757589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -17575918.000000 Penalty: 3850.114990
	Iteration 126Q: 3 clusters Score -1.757592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136849 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -17575902.000000 Penalty: 3850.114990
	Iteration 127Q: 3 clusters Score -1.75759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136833 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -17575888.000000 Penalty: 3850.114990
	Iteration 128Q: 3 clusters Score -1.757589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136820 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -17575888.000000 Penalty: 3850.114990
	Iteration 129Q: 3 clusters Score -1.757589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -17575880.000000 Penalty: 3850.114990
	Iteration 130Q: 3 clusters Score -1.757588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -17575866.000000 Penalty: 3850.114990
	Iteration 131Q: 3 clusters Score -1.757587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -17575860.000000 Penalty: 3850.114990
	Iteration 132Q: 3 clusters Score -1.757586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -17575866.000000 Penalty: 3850.114990
	Iteration 133Q: 3 clusters Score -1.757587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -17575852.000000 Penalty: 3850.114990
	Iteration 134Q: 3 clusters Score -1.757585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -17575852.000000 Penalty: 3850.114990
	Iteration 135Q: 3 clusters Score -1.757585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -17575846.000000 Penalty: 3850.114990
	Iteration 136Q: 3 clusters Score -1.757585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136782 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17575846.000000 Penalty: 3850.114990
	Iteration 137Q: 3 clusters Score -1.757585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -17575830.000000 Penalty: 3850.114990
	Iteration 138Q: 3 clusters Score -1.757583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136771 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -17575824.000000 Penalty: 3850.114990
	Iteration 139Q: 3 clusters Score -1.757582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136762 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -17575822.000000 Penalty: 3850.114990
	Iteration 140F: 3 clusters Score -1.757582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -17575836.000000 Penalty: 3850.114990
	Iteration 141Q: 3 clusters Score -1.757584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -17575838.000000 Penalty: 3850.114990
	Iteration 142Q: 3 clusters Score -1.757584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136740 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -17575830.000000 Penalty: 3850.114990
	Iteration 143Q: 3 clusters Score -1.757583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136731 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -17575830.000000 Penalty: 3850.114990
	Iteration 144Q: 3 clusters Score -1.757583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -17575842.000000 Penalty: 3850.114990
	Iteration 145Q: 3 clusters Score -1.757584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -17575844.000000 Penalty: 3850.114990
	Iteration 146Q: 3 clusters Score -1.757584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136706 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -17575858.000000 Penalty: 3850.114990
	Iteration 147Q: 3 clusters Score -1.757586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -17575848.000000 Penalty: 3850.114990
	Iteration 148Q: 3 clusters Score -1.757585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136700 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -17575864.000000 Penalty: 3850.114990
	Iteration 149Q: 3 clusters Score -1.757586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136697 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -17575872.000000 Penalty: 3850.114990
	Iteration 150Q: 3 clusters Score -1.757587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -17575872.000000 Penalty: 3850.114990
	Iteration 151Q: 3 clusters Score -1.757587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -17575852.000000 Penalty: 3850.114990
	Iteration 152Q: 3 clusters Score -1.757585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136655 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -17575838.000000 Penalty: 3850.114990
	Iteration 153Q: 3 clusters Score -1.757584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136644 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -17575838.000000 Penalty: 3850.114990
	Iteration 154Q: 3 clusters Score -1.757584e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136629 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -17575840.000000 Penalty: 3850.114990
	Iteration 155Q: 3 clusters Score -1.757584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136613 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -17575854.000000 Penalty: 3850.114990
	Iteration 156Q: 3 clusters Score -1.757585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -17575884.000000 Penalty: 3850.114990
	Iteration 157Q: 3 clusters Score -1.757588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136597 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17575870.000000 Penalty: 3850.114990
	Iteration 158Q: 3 clusters Score -1.757587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -17575872.000000 Penalty: 3850.114990
	Iteration 159Q: 3 clusters Score -1.757587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -17575868.000000 Penalty: 3850.114990
	Iteration 160F: 3 clusters Score -1.757587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -17575870.000000 Penalty: 3850.114990
	Iteration 161Q: 3 clusters Score -1.757587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136587 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -17575870.000000 Penalty: 3850.114990
	Iteration 162Q: 3 clusters Score -1.757587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -17575864.000000 Penalty: 3850.114990
	Iteration 163Q: 3 clusters Score -1.757586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -17575872.000000 Penalty: 3850.114990
	Iteration 164Q: 3 clusters Score -1.757587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -17575874.000000 Penalty: 3850.114990
	Iteration 165Q: 3 clusters Score -1.757587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -17575876.000000 Penalty: 3850.114990
	Iteration 166Q: 3 clusters Score -1.757588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -17575892.000000 Penalty: 3850.114990
	Iteration 167Q: 3 clusters Score -1.757589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136575 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -17575882.000000 Penalty: 3850.114990
	Iteration 168Q: 3 clusters Score -1.757588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -17575870.000000 Penalty: 3850.114990
	Iteration 169Q: 3 clusters Score -1.757587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -17575862.000000 Penalty: 3850.114990
	Iteration 170Q: 3 clusters Score -1.757586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136564 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -17575866.000000 Penalty: 3850.114990
	Iteration 171Q: 3 clusters Score -1.757587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136557 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -17575866.000000 Penalty: 3850.114990
	Iteration 172Q: 3 clusters Score -1.757587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136551 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -17575850.000000 Penalty: 3850.114990
	Iteration 173Q: 3 clusters Score -1.757585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136549 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -17575854.000000 Penalty: 3850.114990
	Iteration 174Q: 3 clusters Score -1.757585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136545 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -17575850.000000 Penalty: 3850.114990
	Iteration 175Q: 3 clusters Score -1.757585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17575844.000000 Penalty: 3850.114990
	Iteration 176Q: 3 clusters Score -1.757584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -17575844.000000 Penalty: 3850.114990
	Iteration 177Q: 3 clusters Score -1.757584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136525 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -17575832.000000 Penalty: 3850.114990
	Iteration 178Q: 3 clusters Score -1.757583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136522 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -17575846.000000 Penalty: 3850.114990
	Iteration 179Q: 3 clusters Score -1.757585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17575850.000000 Penalty: 3850.114990
	Iteration 180F: 3 clusters Score -1.757585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136517 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -17575842.000000 Penalty: 3850.114990
	Iteration 181Q: 3 clusters Score -1.757584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136514 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -17575840.000000 Penalty: 3850.114990
	Iteration 182Q: 3 clusters Score -1.757584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136511 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -17575840.000000 Penalty: 3850.114990
	Iteration 183Q: 3 clusters Score -1.757584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136507 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -17575838.000000 Penalty: 3850.114990
	Iteration 184Q: 3 clusters Score -1.757584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136503 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -17575840.000000 Penalty: 3850.114990
	Iteration 185Q: 3 clusters Score -1.757584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -17575850.000000 Penalty: 3850.114990
	Iteration 186Q: 3 clusters Score -1.757585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136491 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -17575850.000000 Penalty: 3850.114990
	Iteration 187Q: 3 clusters Score -1.757585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -17575860.000000 Penalty: 3850.114990
	Iteration 188Q: 3 clusters Score -1.757586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136489 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -17575858.000000 Penalty: 3850.114990
	Iteration 189Q: 3 clusters Score -1.757586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -17575856.000000 Penalty: 3850.114990
	Iteration 190Q: 3 clusters Score -1.757586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136487 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -17575858.000000 Penalty: 3850.114990
	Iteration 191Q: 3 clusters Score -1.757586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17575856.000000 Penalty: 3850.114990
	Iteration 192Q: 3 clusters Score -1.757586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136485 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -17575854.000000 Penalty: 3850.114990
	Iteration 193Q: 3 clusters Score -1.757585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17575848.000000 Penalty: 3850.114990
	Iteration 194Q: 3 clusters Score -1.757585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17575848.000000 Penalty: 3850.114990
	Iteration 195F: 3 clusters Score -1.757585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Entering Unmasked Estep 
Score: -2796200.250000 Penalty: 1630.644409
	Iteration 0F: 2 clusters Score -2796200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2780704.000000 Penalty: 3261.288818
	Iteration 0F: 3 clusters Score -2780704 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2787300.750000 Penalty: 3261.288818
	Iteration 1F: 3 clusters Score -2787301 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2789235.500000 Penalty: 3261.288818
	Iteration 2F: 3 clusters Score -2789236 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2791912.750000 Penalty: 3261.288818
	Iteration 3F: 3 clusters Score -2791913 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2794458.500000 Penalty: 3261.288818
	Iteration 4F: 3 clusters Score -2794458 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2796107.750000 Penalty: 3261.288818
	Iteration 5F: 3 clusters Score -2796108 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2797120.000000 Penalty: 3261.288818
	Iteration 6F: 3 clusters Score -2797120 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2797873.750000 Penalty: 3261.288818
	Iteration 7Q: 3 clusters Score -2797874 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2798577.500000 Penalty: 3261.288818
	Iteration 8Q: 3 clusters Score -2798578 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2799178.250000 Penalty: 3261.288818
	Iteration 9Q: 3 clusters Score -2799178 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2799612.500000 Penalty: 3261.288818
	Iteration 10Q: 3 clusters Score -2799612 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2799885.250000 Penalty: 3261.288818
	Iteration 11Q: 3 clusters Score -2799885 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2800052.500000 Penalty: 3261.288818
	Iteration 12Q: 3 clusters Score -2800052 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2800151.750000 Penalty: 3261.288818
	Iteration 13Q: 3 clusters Score -2800152 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2800196.000000 Penalty: 3261.288818
	Iteration 14Q: 3 clusters Score -2800196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2800244.750000 Penalty: 3261.288818
	Iteration 15Q: 3 clusters Score -2800245 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2800256.750000 Penalty: 3261.288818
	Iteration 16Q: 3 clusters Score -2800257 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2800272.500000 Penalty: 3261.288818
	Iteration 17Q: 3 clusters Score -2800272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2800293.750000 Penalty: 3261.288818
	Iteration 18Q: 3 clusters Score -2800294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2800292.250000 Penalty: 3261.288818
	Iteration 19Q: 3 clusters Score -2800292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2800310.250000 Penalty: 3261.288818
	Iteration 20F: 3 clusters Score -2800310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2800313.000000 Penalty: 3261.288818
	Iteration 21Q: 3 clusters Score -2800313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2800318.250000 Penalty: 3261.288818
	Iteration 22Q: 3 clusters Score -2800318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2800328.000000 Penalty: 3261.288818
	Iteration 23Q: 3 clusters Score -2800328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2800324.250000 Penalty: 3261.288818
	Iteration 24Q: 3 clusters Score -2800324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2800323.750000 Penalty: 3261.288818
	Iteration 25Q: 3 clusters Score -2800324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2800324.500000 Penalty: 3261.288818
	Iteration 26Q: 3 clusters Score -2800324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2800325.750000 Penalty: 3261.288818
	Iteration 27Q: 3 clusters Score -2800326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2800328.750000 Penalty: 3261.288818
	Iteration 28Q: 3 clusters Score -2800329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2800324.750000 Penalty: 3261.288818
	Iteration 29Q: 3 clusters Score -2800325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2800329.000000 Penalty: 3261.288818
	Iteration 30Q: 3 clusters Score -2800329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2800327.250000 Penalty: 3261.288818
	Iteration 31Q: 3 clusters Score -2800327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2800330.750000 Penalty: 3261.288818
	Iteration 32Q: 3 clusters Score -2800331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2800329.750000 Penalty: 3261.288818
	Iteration 33Q: 3 clusters Score -2800330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2800328.750000 Penalty: 3261.288818
	Iteration 34Q: 3 clusters Score -2800329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2800330.250000 Penalty: 3261.288818
	Iteration 35Q: 3 clusters Score -2800330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2800332.250000 Penalty: 3261.288818
	Iteration 36Q: 3 clusters Score -2800332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2800332.000000 Penalty: 3261.288818
	Iteration 37Q: 3 clusters Score -2800332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2800328.500000 Penalty: 3261.288818
	Iteration 38Q: 3 clusters Score -2800328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2800330.750000 Penalty: 3261.288818
	Iteration 39Q: 3 clusters Score -2800331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2800330.750000 Penalty: 3261.288818
	Iteration 40F: 3 clusters Score -2800331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 120422 members 
Mstep: Class 6 contains 682 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 23769 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 15 contains 171518 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Entering Unmasked Estep 
Score: -141550784.000000 Penalty: 47641.972656
Splitting cluster 2 changes total score from -141546960.000000 to -141550784.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -663034.437500 Penalty: 1406.670410
	Iteration 0F: 2 clusters Score -663034.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -658680.500000 Penalty: 2813.340820
	Iteration 0F: 3 clusters Score -658680.5 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -660265.125000 Penalty: 2813.340820
	Iteration 1F: 3 clusters Score -660265.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -660808.937500 Penalty: 2813.340820
	Iteration 2F: 3 clusters Score -660808.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -661293.625000 Penalty: 2813.340820
	Iteration 3F: 3 clusters Score -661293.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -661707.625000 Penalty: 2813.340820
	Iteration 4F: 3 clusters Score -661707.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -661967.125000 Penalty: 2813.340820
	Iteration 5F: 3 clusters Score -661967.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -662116.250000 Penalty: 2813.340820
	Iteration 6Q: 3 clusters Score -662116.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -662196.187500 Penalty: 2813.340820
	Iteration 7Q: 3 clusters Score -662196.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -662241.312500 Penalty: 2813.340820
	Iteration 8Q: 3 clusters Score -662241.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -662279.437500 Penalty: 2813.340820
	Iteration 9Q: 3 clusters Score -662279.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -662309.125000 Penalty: 2813.340820
	Iteration 10Q: 3 clusters Score -662309.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -662337.000000 Penalty: 2813.340820
	Iteration 11Q: 3 clusters Score -662337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -662354.312500 Penalty: 2813.340820
	Iteration 12Q: 3 clusters Score -662354.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -662370.375000 Penalty: 2813.340820
	Iteration 13Q: 3 clusters Score -662370.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -662387.687500 Penalty: 2813.340820
	Iteration 14Q: 3 clusters Score -662387.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -662396.750000 Penalty: 2813.340820
	Iteration 15Q: 3 clusters Score -662396.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -662403.750000 Penalty: 2813.340820
	Iteration 16Q: 3 clusters Score -662403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -662411.312500 Penalty: 2813.340820
	Iteration 17Q: 3 clusters Score -662411.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -662415.687500 Penalty: 2813.340820
	Iteration 18Q: 3 clusters Score -662415.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -662418.250000 Penalty: 2813.340820
	Iteration 19Q: 3 clusters Score -662418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -662422.437500 Penalty: 2813.340820
	Iteration 20F: 3 clusters Score -662422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -662422.750000 Penalty: 2813.340820
	Iteration 21Q: 3 clusters Score -662422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -662425.312500 Penalty: 2813.340820
	Iteration 22Q: 3 clusters Score -662425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -662426.000000 Penalty: 2813.340820
	Iteration 23Q: 3 clusters Score -662426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -662425.125000 Penalty: 2813.340820
	Iteration 24Q: 3 clusters Score -662425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -662426.812500 Penalty: 2813.340820
	Iteration 25Q: 3 clusters Score -662426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -662427.375000 Penalty: 2813.340820
	Iteration 26Q: 3 clusters Score -662427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -662427.437500 Penalty: 2813.340820
	Iteration 27Q: 3 clusters Score -662427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -662427.437500 Penalty: 2813.340820
	Iteration 28F: 3 clusters Score -662427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Entering Unmasked Estep 
Score: -15114838.000000 Penalty: 1901.048096
	Iteration 0F: 2 clusters Score -1.511484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -15036525.000000 Penalty: 3802.096191
	Iteration 0F: 3 clusters Score -1.503652e+07 nChanged 57910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -15071058.000000 Penalty: 3802.096191
	Iteration 1F: 3 clusters Score -1.507106e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -15072553.000000 Penalty: 3802.096191
	Iteration 2Q: 3 clusters Score -1.507255e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -15074912.000000 Penalty: 3802.096191
	Iteration 3Q: 3 clusters Score -1.507491e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -15078066.000000 Penalty: 3802.096191
	Iteration 4F: 3 clusters Score -1.507807e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -15081610.000000 Penalty: 3802.096191
	Iteration 5F: 3 clusters Score -1.508161e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -15085153.000000 Penalty: 3802.096191
	Iteration 6F: 3 clusters Score -1.508515e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -15088318.000000 Penalty: 3802.096191
	Iteration 7F: 3 clusters Score -1.508832e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -15091055.000000 Penalty: 3802.096191
	Iteration 8F: 3 clusters Score -1.509106e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -15093606.000000 Penalty: 3802.096191
	Iteration 9Q: 3 clusters Score -1.509361e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -15095992.000000 Penalty: 3802.096191
	Iteration 10Q: 3 clusters Score -1.509599e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -15098691.000000 Penalty: 3802.096191
	Iteration 11Q: 3 clusters Score -1.509869e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -15101457.000000 Penalty: 3802.096191
	Iteration 12Q: 3 clusters Score -1.510146e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -15104009.000000 Penalty: 3802.096191
	Iteration 13Q: 3 clusters Score -1.510401e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -15106010.000000 Penalty: 3802.096191
	Iteration 14Q: 3 clusters Score -1.510601e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -15107216.000000 Penalty: 3802.096191
	Iteration 15Q: 3 clusters Score -1.510722e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -15108031.000000 Penalty: 3802.096191
	Iteration 16Q: 3 clusters Score -1.510803e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -15108588.000000 Penalty: 3802.096191
	Iteration 17Q: 3 clusters Score -1.510859e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -15109109.000000 Penalty: 3802.096191
	Iteration 18Q: 3 clusters Score -1.510911e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -15109572.000000 Penalty: 3802.096191
	Iteration 19Q: 3 clusters Score -1.510957e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -15109902.000000 Penalty: 3802.096191
	Iteration 20F: 3 clusters Score -1.51099e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -15110146.000000 Penalty: 3802.096191
	Iteration 21Q: 3 clusters Score -1.511015e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -15110375.000000 Penalty: 3802.096191
	Iteration 22Q: 3 clusters Score -1.511038e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -15110546.000000 Penalty: 3802.096191
	Iteration 23Q: 3 clusters Score -1.511055e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -15110806.000000 Penalty: 3802.096191
	Iteration 24Q: 3 clusters Score -1.511081e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -15110932.000000 Penalty: 3802.096191
	Iteration 25Q: 3 clusters Score -1.511093e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -15110973.000000 Penalty: 3802.096191
	Iteration 26Q: 3 clusters Score -1.511097e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -15111070.000000 Penalty: 3802.096191
	Iteration 27Q: 3 clusters Score -1.511107e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -15111189.000000 Penalty: 3802.096191
	Iteration 28Q: 3 clusters Score -1.511119e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -15111253.000000 Penalty: 3802.096191
	Iteration 29Q: 3 clusters Score -1.511125e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -15111320.000000 Penalty: 3802.096191
	Iteration 30Q: 3 clusters Score -1.511132e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -15111345.000000 Penalty: 3802.096191
	Iteration 31Q: 3 clusters Score -1.511134e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -15111364.000000 Penalty: 3802.096191
	Iteration 32Q: 3 clusters Score -1.511136e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -15111462.000000 Penalty: 3802.096191
	Iteration 33Q: 3 clusters Score -1.511146e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -15111538.000000 Penalty: 3802.096191
	Iteration 34Q: 3 clusters Score -1.511154e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -15111670.000000 Penalty: 3802.096191
	Iteration 35Q: 3 clusters Score -1.511167e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -15111808.000000 Penalty: 3802.096191
	Iteration 36Q: 3 clusters Score -1.511181e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -15111948.000000 Penalty: 3802.096191
	Iteration 37Q: 3 clusters Score -1.511195e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -15112024.000000 Penalty: 3802.096191
	Iteration 38Q: 3 clusters Score -1.511202e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -15112136.000000 Penalty: 3802.096191
	Iteration 39Q: 3 clusters Score -1.511214e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -15112328.000000 Penalty: 3802.096191
	Iteration 40F: 3 clusters Score -1.511233e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -15112525.000000 Penalty: 3802.096191
	Iteration 41Q: 3 clusters Score -1.511252e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -15112739.000000 Penalty: 3802.096191
	Iteration 42Q: 3 clusters Score -1.511274e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -15113001.000000 Penalty: 3802.096191
	Iteration 43Q: 3 clusters Score -1.5113e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -15113239.000000 Penalty: 3802.096191
	Iteration 44Q: 3 clusters Score -1.511324e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -15113432.000000 Penalty: 3802.096191
	Iteration 45Q: 3 clusters Score -1.511343e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -15113673.000000 Penalty: 3802.096191
	Iteration 46Q: 3 clusters Score -1.511367e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -15114013.000000 Penalty: 3802.096191
	Iteration 47Q: 3 clusters Score -1.511401e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -15114249.000000 Penalty: 3802.096191
	Iteration 48Q: 3 clusters Score -1.511425e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -15114461.000000 Penalty: 3802.096191
	Iteration 49Q: 3 clusters Score -1.511446e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -15114695.000000 Penalty: 3802.096191
	Iteration 50Q: 3 clusters Score -1.51147e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -15114863.000000 Penalty: 3802.096191
	Iteration 51Q: 3 clusters Score -1.511486e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -15115150.000000 Penalty: 3802.096191
	Iteration 52Q: 3 clusters Score -1.511515e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -15115370.000000 Penalty: 3802.096191
	Iteration 53Q: 3 clusters Score -1.511537e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -15115513.000000 Penalty: 3802.096191
	Iteration 54Q: 3 clusters Score -1.511551e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -15115684.000000 Penalty: 3802.096191
	Iteration 55Q: 3 clusters Score -1.511568e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -15115776.000000 Penalty: 3802.096191
	Iteration 56Q: 3 clusters Score -1.511578e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -15115927.000000 Penalty: 3802.096191
	Iteration 57Q: 3 clusters Score -1.511593e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -15116064.000000 Penalty: 3802.096191
	Iteration 58Q: 3 clusters Score -1.511606e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -15116150.000000 Penalty: 3802.096191
	Iteration 59Q: 3 clusters Score -1.511615e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -15116247.000000 Penalty: 3802.096191
	Iteration 60F: 3 clusters Score -1.511625e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -15116303.000000 Penalty: 3802.096191
	Iteration 61Q: 3 clusters Score -1.51163e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -15116385.000000 Penalty: 3802.096191
	Iteration 62Q: 3 clusters Score -1.511638e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -15116478.000000 Penalty: 3802.096191
	Iteration 63Q: 3 clusters Score -1.511648e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -15116517.000000 Penalty: 3802.096191
	Iteration 64Q: 3 clusters Score -1.511652e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -15116537.000000 Penalty: 3802.096191
	Iteration 65Q: 3 clusters Score -1.511654e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -15116604.000000 Penalty: 3802.096191
	Iteration 66Q: 3 clusters Score -1.51166e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -15116677.000000 Penalty: 3802.096191
	Iteration 67Q: 3 clusters Score -1.511668e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -15116665.000000 Penalty: 3802.096191
	Iteration 68Q: 3 clusters Score -1.511666e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -15116706.000000 Penalty: 3802.096191
	Iteration 69Q: 3 clusters Score -1.511671e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -15116751.000000 Penalty: 3802.096191
	Iteration 70Q: 3 clusters Score -1.511675e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -15116792.000000 Penalty: 3802.096191
	Iteration 71Q: 3 clusters Score -1.511679e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -15116842.000000 Penalty: 3802.096191
	Iteration 72Q: 3 clusters Score -1.511684e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -15116881.000000 Penalty: 3802.096191
	Iteration 73Q: 3 clusters Score -1.511688e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 88345 members 
Entering Unmasked Estep 
Score: -15116901.000000 Penalty: 3802.096191
	Iteration 74Q: 3 clusters Score -1.51169e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -15116894.000000 Penalty: 3802.096191
	Iteration 75Q: 3 clusters Score -1.511689e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -15116880.000000 Penalty: 3802.096191
	Iteration 76Q: 3 clusters Score -1.511688e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 89225 members 
Entering Unmasked Estep 
Score: -15116913.000000 Penalty: 3802.096191
	Iteration 77Q: 3 clusters Score -1.511691e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -15116920.000000 Penalty: 3802.096191
	Iteration 78Q: 3 clusters Score -1.511692e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -15116951.000000 Penalty: 3802.096191
	Iteration 79Q: 3 clusters Score -1.511695e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -15116988.000000 Penalty: 3802.096191
	Iteration 80F: 3 clusters Score -1.511699e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -15117041.000000 Penalty: 3802.096191
	Iteration 81Q: 3 clusters Score -1.511704e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -15117049.000000 Penalty: 3802.096191
	Iteration 82Q: 3 clusters Score -1.511705e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -15117087.000000 Penalty: 3802.096191
	Iteration 83Q: 3 clusters Score -1.511709e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -15117078.000000 Penalty: 3802.096191
	Iteration 84Q: 3 clusters Score -1.511708e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -15117081.000000 Penalty: 3802.096191
	Iteration 85Q: 3 clusters Score -1.511708e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -15117077.000000 Penalty: 3802.096191
	Iteration 86Q: 3 clusters Score -1.511708e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -15117071.000000 Penalty: 3802.096191
	Iteration 87Q: 3 clusters Score -1.511707e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -15117088.000000 Penalty: 3802.096191
	Iteration 88Q: 3 clusters Score -1.511709e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -15117122.000000 Penalty: 3802.096191
	Iteration 89Q: 3 clusters Score -1.511712e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -15117114.000000 Penalty: 3802.096191
	Iteration 90Q: 3 clusters Score -1.511711e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -15117135.000000 Penalty: 3802.096191
	Iteration 91Q: 3 clusters Score -1.511714e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -15117166.000000 Penalty: 3802.096191
	Iteration 92Q: 3 clusters Score -1.511717e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -15117190.000000 Penalty: 3802.096191
	Iteration 93Q: 3 clusters Score -1.511719e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -15117186.000000 Penalty: 3802.096191
	Iteration 94Q: 3 clusters Score -1.511719e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -15117217.000000 Penalty: 3802.096191
	Iteration 95Q: 3 clusters Score -1.511722e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -15117195.000000 Penalty: 3802.096191
	Iteration 96Q: 3 clusters Score -1.51172e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -15117217.000000 Penalty: 3802.096191
	Iteration 97Q: 3 clusters Score -1.511722e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -15117156.000000 Penalty: 3802.096191
	Iteration 98Q: 3 clusters Score -1.511716e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -15117175.000000 Penalty: 3802.096191
	Iteration 99Q: 3 clusters Score -1.511718e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -15117184.000000 Penalty: 3802.096191
	Iteration 100F: 3 clusters Score -1.511718e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -15117206.000000 Penalty: 3802.096191
	Iteration 101Q: 3 clusters Score -1.511721e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -15117200.000000 Penalty: 3802.096191
	Iteration 102Q: 3 clusters Score -1.51172e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 94446 members 
Entering Unmasked Estep 
Score: -15117201.000000 Penalty: 3802.096191
	Iteration 103Q: 3 clusters Score -1.51172e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -15117201.000000 Penalty: 3802.096191
	Iteration 104Q: 3 clusters Score -1.51172e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -15117196.000000 Penalty: 3802.096191
	Iteration 105Q: 3 clusters Score -1.51172e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
Score: -15117188.000000 Penalty: 3802.096191
	Iteration 106Q: 3 clusters Score -1.511719e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -15117202.000000 Penalty: 3802.096191
	Iteration 107Q: 3 clusters Score -1.51172e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -15117242.000000 Penalty: 3802.096191
	Iteration 108Q: 3 clusters Score -1.511724e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -15117260.000000 Penalty: 3802.096191
	Iteration 109Q: 3 clusters Score -1.511726e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -15117225.000000 Penalty: 3802.096191
	Iteration 110Q: 3 clusters Score -1.511722e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -15117239.000000 Penalty: 3802.096191
	Iteration 111Q: 3 clusters Score -1.511724e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -15117216.000000 Penalty: 3802.096191
	Iteration 112Q: 3 clusters Score -1.511722e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -15117209.000000 Penalty: 3802.096191
	Iteration 113Q: 3 clusters Score -1.511721e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -15117200.000000 Penalty: 3802.096191
	Iteration 114Q: 3 clusters Score -1.51172e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -15117187.000000 Penalty: 3802.096191
	Iteration 115Q: 3 clusters Score -1.511719e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -15117204.000000 Penalty: 3802.096191
	Iteration 116Q: 3 clusters Score -1.51172e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -15117210.000000 Penalty: 3802.096191
	Iteration 117Q: 3 clusters Score -1.511721e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -15117206.000000 Penalty: 3802.096191
	Iteration 118Q: 3 clusters Score -1.511721e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -15117188.000000 Penalty: 3802.096191
	Iteration 119Q: 3 clusters Score -1.511719e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -15117201.000000 Penalty: 3802.096191
	Iteration 120F: 3 clusters Score -1.51172e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -15117198.000000 Penalty: 3802.096191
	Iteration 121Q: 3 clusters Score -1.51172e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -15117221.000000 Penalty: 3802.096191
	Iteration 122Q: 3 clusters Score -1.511722e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -15117234.000000 Penalty: 3802.096191
	Iteration 123Q: 3 clusters Score -1.511723e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -15117252.000000 Penalty: 3802.096191
	Iteration 124Q: 3 clusters Score -1.511725e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -15117242.000000 Penalty: 3802.096191
	Iteration 125Q: 3 clusters Score -1.511724e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -15117273.000000 Penalty: 3802.096191
	Iteration 126Q: 3 clusters Score -1.511727e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -15117303.000000 Penalty: 3802.096191
	Iteration 127Q: 3 clusters Score -1.51173e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -15117314.000000 Penalty: 3802.096191
	Iteration 128Q: 3 clusters Score -1.511731e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -15117338.000000 Penalty: 3802.096191
	Iteration 129Q: 3 clusters Score -1.511734e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -15117352.000000 Penalty: 3802.096191
	Iteration 130Q: 3 clusters Score -1.511735e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -15117344.000000 Penalty: 3802.096191
	Iteration 131Q: 3 clusters Score -1.511734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -15117352.000000 Penalty: 3802.096191
	Iteration 132Q: 3 clusters Score -1.511735e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -15117341.000000 Penalty: 3802.096191
	Iteration 133Q: 3 clusters Score -1.511734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -15117337.000000 Penalty: 3802.096191
	Iteration 134Q: 3 clusters Score -1.511734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -15117339.000000 Penalty: 3802.096191
	Iteration 135Q: 3 clusters Score -1.511734e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -15117348.000000 Penalty: 3802.096191
	Iteration 136Q: 3 clusters Score -1.511735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -15117331.000000 Penalty: 3802.096191
	Iteration 137Q: 3 clusters Score -1.511733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -15117325.000000 Penalty: 3802.096191
	Iteration 138Q: 3 clusters Score -1.511732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -15117343.000000 Penalty: 3802.096191
	Iteration 139Q: 3 clusters Score -1.511734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -15117335.000000 Penalty: 3802.096191
	Iteration 140F: 3 clusters Score -1.511734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -15117355.000000 Penalty: 3802.096191
	Iteration 141Q: 3 clusters Score -1.511736e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -15117349.000000 Penalty: 3802.096191
	Iteration 142Q: 3 clusters Score -1.511735e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -15117343.000000 Penalty: 3802.096191
	Iteration 143Q: 3 clusters Score -1.511734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -15117364.000000 Penalty: 3802.096191
	Iteration 144Q: 3 clusters Score -1.511736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 98944 members 
Entering Unmasked Estep 
Score: -15117380.000000 Penalty: 3802.096191
	Iteration 145Q: 3 clusters Score -1.511738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -15117386.000000 Penalty: 3802.096191
	Iteration 146Q: 3 clusters Score -1.511739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -15117392.000000 Penalty: 3802.096191
	Iteration 147Q: 3 clusters Score -1.511739e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -15117390.000000 Penalty: 3802.096191
	Iteration 148Q: 3 clusters Score -1.511739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -15117385.000000 Penalty: 3802.096191
	Iteration 149Q: 3 clusters Score -1.511738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -15117370.000000 Penalty: 3802.096191
	Iteration 150Q: 3 clusters Score -1.511737e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -15117349.000000 Penalty: 3802.096191
	Iteration 151Q: 3 clusters Score -1.511735e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -15117357.000000 Penalty: 3802.096191
	Iteration 152Q: 3 clusters Score -1.511736e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -15117337.000000 Penalty: 3802.096191
	Iteration 153Q: 3 clusters Score -1.511734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 99284 members 
Entering Unmasked Estep 
Score: -15117348.000000 Penalty: 3802.096191
	Iteration 154Q: 3 clusters Score -1.511735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -15117342.000000 Penalty: 3802.096191
	Iteration 155Q: 3 clusters Score -1.511734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -15117341.000000 Penalty: 3802.096191
	Iteration 156Q: 3 clusters Score -1.511734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -15117343.000000 Penalty: 3802.096191
	Iteration 157Q: 3 clusters Score -1.511734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -15117352.000000 Penalty: 3802.096191
	Iteration 158Q: 3 clusters Score -1.511735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -15117353.000000 Penalty: 3802.096191
	Iteration 159Q: 3 clusters Score -1.511735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -15117349.000000 Penalty: 3802.096191
	Iteration 160F: 3 clusters Score -1.511735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -15117362.000000 Penalty: 3802.096191
	Iteration 161Q: 3 clusters Score -1.511736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -15117358.000000 Penalty: 3802.096191
	Iteration 162Q: 3 clusters Score -1.511736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -15117355.000000 Penalty: 3802.096191
	Iteration 163Q: 3 clusters Score -1.511736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -15117338.000000 Penalty: 3802.096191
	Iteration 164Q: 3 clusters Score -1.511734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 99593 members 
Entering Unmasked Estep 
Score: -15117332.000000 Penalty: 3802.096191
	Iteration 165Q: 3 clusters Score -1.511733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -15117351.000000 Penalty: 3802.096191
	Iteration 166Q: 3 clusters Score -1.511735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -15117339.000000 Penalty: 3802.096191
	Iteration 167Q: 3 clusters Score -1.511734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -15117339.000000 Penalty: 3802.096191
	Iteration 168Q: 3 clusters Score -1.511734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -15117344.000000 Penalty: 3802.096191
	Iteration 169Q: 3 clusters Score -1.511734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -15117349.000000 Penalty: 3802.096191
	Iteration 170Q: 3 clusters Score -1.511735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -15117347.000000 Penalty: 3802.096191
	Iteration 171Q: 3 clusters Score -1.511735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -15117350.000000 Penalty: 3802.096191
	Iteration 172Q: 3 clusters Score -1.511735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -15117358.000000 Penalty: 3802.096191
	Iteration 173Q: 3 clusters Score -1.511736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -15117359.000000 Penalty: 3802.096191
	Iteration 174Q: 3 clusters Score -1.511736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -15117348.000000 Penalty: 3802.096191
	Iteration 175Q: 3 clusters Score -1.511735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -15117353.000000 Penalty: 3802.096191
	Iteration 176Q: 3 clusters Score -1.511735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -15117346.000000 Penalty: 3802.096191
	Iteration 177Q: 3 clusters Score -1.511735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -15117349.000000 Penalty: 3802.096191
	Iteration 178Q: 3 clusters Score -1.511735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -15117337.000000 Penalty: 3802.096191
	Iteration 179Q: 3 clusters Score -1.511734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -15117340.000000 Penalty: 3802.096191
	Iteration 180F: 3 clusters Score -1.511734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -15117351.000000 Penalty: 3802.096191
	Iteration 181Q: 3 clusters Score -1.511735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -15117343.000000 Penalty: 3802.096191
	Iteration 182Q: 3 clusters Score -1.511734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 99743 members 
Entering Unmasked Estep 
Score: -15117347.000000 Penalty: 3802.096191
	Iteration 183Q: 3 clusters Score -1.511735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -15117342.000000 Penalty: 3802.096191
	Iteration 184Q: 3 clusters Score -1.511734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -15117344.000000 Penalty: 3802.096191
	Iteration 185Q: 3 clusters Score -1.511734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -15117343.000000 Penalty: 3802.096191
	Iteration 186Q: 3 clusters Score -1.511734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -15117342.000000 Penalty: 3802.096191
	Iteration 187Q: 3 clusters Score -1.511734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -15117342.000000 Penalty: 3802.096191
	Iteration 188F: 3 clusters Score -1.511734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 682 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 23769 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 171518 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Entering Unmasked Estep 
Score: -141552928.000000 Penalty: 49910.636719
Splitting cluster 5 changes total score from -141546960.000000 to -141552928.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -79732.796875 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -79732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78539.484375 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -78539.48 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78798.109375 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -78798.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78967.429688 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -78967.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79056.117188 Penalty: 2120.634521
	Iteration 3F: 3 clusters Score -79056.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79137.328125 Penalty: 2120.634521
	Iteration 4F: 3 clusters Score -79137.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79259.773438 Penalty: 2120.634521
	Iteration 5F: 3 clusters Score -79259.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79527.179688 Penalty: 2120.634521
	Iteration 6F: 3 clusters Score -79527.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79970.914062 Penalty: 2120.634521
	Iteration 7F: 3 clusters Score -79970.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80526.578125 Penalty: 2120.634521
	Iteration 8F: 3 clusters Score -80526.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80715.664062 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -80715.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -80756.710938 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -80756.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80769.414062 Penalty: 2120.634521
	Iteration 11Q: 3 clusters Score -80769.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80774.960938 Penalty: 2120.634521
	Iteration 12Q: 3 clusters Score -80774.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80780.414062 Penalty: 2120.634521
	Iteration 13Q: 3 clusters Score -80780.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -80787.195312 Penalty: 2120.634521
	Iteration 14Q: 3 clusters Score -80787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80798.140625 Penalty: 2120.634521
	Iteration 15Q: 3 clusters Score -80798.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80803.101562 Penalty: 2120.634521
	Iteration 16Q: 3 clusters Score -80803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80808.148438 Penalty: 2120.634521
	Iteration 17Q: 3 clusters Score -80808.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80808.148438 Penalty: 2120.634521
	Iteration 18F: 3 clusters Score -80808.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 23769 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 171518 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Entering Unmasked Estep 
Score: -141552912.000000 Penalty: 52179.304688
Splitting cluster 6 changes total score from -141546960.000000 to -141552912.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (10721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Entering Unmasked Estep 
Score: -1328577.625000 Penalty: 1507.993408
	Iteration 0F: 2 clusters Score -1328578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1320974.125000 Penalty: 3015.986816
	Iteration 0F: 3 clusters Score -1320974 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1323529.125000 Penalty: 3015.986816
	Iteration 1F: 3 clusters Score -1323529 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1323864.500000 Penalty: 3015.986816
	Iteration 2F: 3 clusters Score -1323864 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1324155.625000 Penalty: 3015.986816
	Iteration 3F: 3 clusters Score -1324156 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1324473.500000 Penalty: 3015.986816
	Iteration 4F: 3 clusters Score -1324474 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1324828.875000 Penalty: 3015.986816
	Iteration 5F: 3 clusters Score -1324829 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1325214.250000 Penalty: 3015.986816
	Iteration 6F: 3 clusters Score -1325214 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1325654.250000 Penalty: 3015.986816
	Iteration 7F: 3 clusters Score -1325654 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1326050.250000 Penalty: 3015.986816
	Iteration 8F: 3 clusters Score -1326050 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1326371.000000 Penalty: 3015.986816
	Iteration 9Q: 3 clusters Score -1326371 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1326630.750000 Penalty: 3015.986816
	Iteration 10Q: 3 clusters Score -1326631 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1326801.250000 Penalty: 3015.986816
	Iteration 11Q: 3 clusters Score -1326801 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1326944.375000 Penalty: 3015.986816
	Iteration 12Q: 3 clusters Score -1326944 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1327050.375000 Penalty: 3015.986816
	Iteration 13Q: 3 clusters Score -1327050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1327127.625000 Penalty: 3015.986816
	Iteration 14Q: 3 clusters Score -1327128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1327191.625000 Penalty: 3015.986816
	Iteration 15Q: 3 clusters Score -1327192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1327239.750000 Penalty: 3015.986816
	Iteration 16Q: 3 clusters Score -1327240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1327264.250000 Penalty: 3015.986816
	Iteration 17Q: 3 clusters Score -1327264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1327286.250000 Penalty: 3015.986816
	Iteration 18Q: 3 clusters Score -1327286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1327314.375000 Penalty: 3015.986816
	Iteration 19Q: 3 clusters Score -1327314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1327342.750000 Penalty: 3015.986816
	Iteration 20F: 3 clusters Score -1327343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1327370.500000 Penalty: 3015.986816
	Iteration 21Q: 3 clusters Score -1327370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1327400.000000 Penalty: 3015.986816
	Iteration 22Q: 3 clusters Score -1327400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1327435.375000 Penalty: 3015.986816
	Iteration 23Q: 3 clusters Score -1327435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1327467.250000 Penalty: 3015.986816
	Iteration 24Q: 3 clusters Score -1327467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1327496.375000 Penalty: 3015.986816
	Iteration 25Q: 3 clusters Score -1327496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1327511.500000 Penalty: 3015.986816
	Iteration 26Q: 3 clusters Score -1327512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1327524.000000 Penalty: 3015.986816
	Iteration 27Q: 3 clusters Score -1327524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1327539.125000 Penalty: 3015.986816
	Iteration 28Q: 3 clusters Score -1327539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1327554.000000 Penalty: 3015.986816
	Iteration 29Q: 3 clusters Score -1327554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1327566.000000 Penalty: 3015.986816
	Iteration 30Q: 3 clusters Score -1327566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1327575.750000 Penalty: 3015.986816
	Iteration 31Q: 3 clusters Score -1327576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1327582.375000 Penalty: 3015.986816
	Iteration 32Q: 3 clusters Score -1327582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1327586.375000 Penalty: 3015.986816
	Iteration 33Q: 3 clusters Score -1327586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1327590.875000 Penalty: 3015.986816
	Iteration 34Q: 3 clusters Score -1327591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1327599.375000 Penalty: 3015.986816
	Iteration 35Q: 3 clusters Score -1327599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1327602.625000 Penalty: 3015.986816
	Iteration 36Q: 3 clusters Score -1327603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1327604.625000 Penalty: 3015.986816
	Iteration 37Q: 3 clusters Score -1327605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1327606.125000 Penalty: 3015.986816
	Iteration 38Q: 3 clusters Score -1327606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1327609.375000 Penalty: 3015.986816
	Iteration 39Q: 3 clusters Score -1327609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1327612.250000 Penalty: 3015.986816
	Iteration 40F: 3 clusters Score -1327612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1327612.875000 Penalty: 3015.986816
	Iteration 41Q: 3 clusters Score -1327613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1327614.250000 Penalty: 3015.986816
	Iteration 42Q: 3 clusters Score -1327614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1327620.375000 Penalty: 3015.986816
	Iteration 43Q: 3 clusters Score -1327620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1327622.625000 Penalty: 3015.986816
	Iteration 44Q: 3 clusters Score -1327623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1327630.875000 Penalty: 3015.986816
	Iteration 45Q: 3 clusters Score -1327631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1327631.250000 Penalty: 3015.986816
	Iteration 46Q: 3 clusters Score -1327631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1327632.500000 Penalty: 3015.986816
	Iteration 47Q: 3 clusters Score -1327632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1327633.375000 Penalty: 3015.986816
	Iteration 48Q: 3 clusters Score -1327633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1327634.125000 Penalty: 3015.986816
	Iteration 49Q: 3 clusters Score -1327634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1327633.250000 Penalty: 3015.986816
	Iteration 50Q: 3 clusters Score -1327633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1327636.875000 Penalty: 3015.986816
	Iteration 51Q: 3 clusters Score -1327637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1327639.875000 Penalty: 3015.986816
	Iteration 52Q: 3 clusters Score -1327640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1327641.125000 Penalty: 3015.986816
	Iteration 53Q: 3 clusters Score -1327641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1327640.625000 Penalty: 3015.986816
	Iteration 54Q: 3 clusters Score -1327641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1327641.750000 Penalty: 3015.986816
	Iteration 55Q: 3 clusters Score -1327642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1327640.875000 Penalty: 3015.986816
	Iteration 56Q: 3 clusters Score -1327641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1327642.625000 Penalty: 3015.986816
	Iteration 57Q: 3 clusters Score -1327643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1327643.500000 Penalty: 3015.986816
	Iteration 58Q: 3 clusters Score -1327644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1327643.500000 Penalty: 3015.986816
	Iteration 59F: 3 clusters Score -1327644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Entering Unmasked Estep 
Score: -2849931.250000 Penalty: 1637.372314
	Iteration 0F: 2 clusters Score -2849931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2833868.500000 Penalty: 3274.744629
	Iteration 0F: 3 clusters Score -2833868 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2840152.750000 Penalty: 3274.744629
	Iteration 1F: 3 clusters Score -2840153 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2840944.000000 Penalty: 3274.744629
	Iteration 2F: 3 clusters Score -2840944 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2841815.000000 Penalty: 3274.744629
	Iteration 3F: 3 clusters Score -2841815 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2842677.750000 Penalty: 3274.744629
	Iteration 4F: 3 clusters Score -2842678 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2843550.750000 Penalty: 3274.744629
	Iteration 5F: 3 clusters Score -2843551 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2844531.750000 Penalty: 3274.744629
	Iteration 6F: 3 clusters Score -2844532 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2845606.500000 Penalty: 3274.744629
	Iteration 7F: 3 clusters Score -2845606 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2846587.750000 Penalty: 3274.744629
	Iteration 8F: 3 clusters Score -2846588 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2847398.250000 Penalty: 3274.744629
	Iteration 9Q: 3 clusters Score -2847398 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2848070.250000 Penalty: 3274.744629
	Iteration 10Q: 3 clusters Score -2848070 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2848736.000000 Penalty: 3274.744629
	Iteration 11Q: 3 clusters Score -2848736 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2849527.500000 Penalty: 3274.744629
	Iteration 12Q: 3 clusters Score -2849528 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2850377.000000 Penalty: 3274.744629
	Iteration 13Q: 3 clusters Score -2850377 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2850966.500000 Penalty: 3274.744629
	Iteration 14Q: 3 clusters Score -2850966 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2851210.000000 Penalty: 3274.744629
	Iteration 15Q: 3 clusters Score -2851210 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2851312.500000 Penalty: 3274.744629
	Iteration 16Q: 3 clusters Score -2851312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2851346.250000 Penalty: 3274.744629
	Iteration 17Q: 3 clusters Score -2851346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2851359.500000 Penalty: 3274.744629
	Iteration 18Q: 3 clusters Score -2851360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2851366.500000 Penalty: 3274.744629
	Iteration 19Q: 3 clusters Score -2851366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2851368.000000 Penalty: 3274.744629
	Iteration 20F: 3 clusters Score -2851368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2851372.250000 Penalty: 3274.744629
	Iteration 21Q: 3 clusters Score -2851372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2851373.250000 Penalty: 3274.744629
	Iteration 22Q: 3 clusters Score -2851373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2851382.500000 Penalty: 3274.744629
	Iteration 23Q: 3 clusters Score -2851382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2851377.750000 Penalty: 3274.744629
	Iteration 24Q: 3 clusters Score -2851378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2851382.500000 Penalty: 3274.744629
	Iteration 25Q: 3 clusters Score -2851382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2851382.000000 Penalty: 3274.744629
	Iteration 26Q: 3 clusters Score -2851382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2851375.750000 Penalty: 3274.744629
	Iteration 27Q: 3 clusters Score -2851376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2851377.750000 Penalty: 3274.744629
	Iteration 28Q: 3 clusters Score -2851378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2851373.000000 Penalty: 3274.744629
	Iteration 29Q: 3 clusters Score -2851373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2851371.500000 Penalty: 3274.744629
	Iteration 30Q: 3 clusters Score -2851372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2851372.750000 Penalty: 3274.744629
	Iteration 31Q: 3 clusters Score -2851373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2851372.750000 Penalty: 3274.744629
	Iteration 32F: 3 clusters Score -2851373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 171518 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Entering Unmasked Estep 
Score: -141553712.000000 Penalty: 54447.968750
Splitting cluster 8 changes total score from -141546960.000000 to -141553712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (110918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110918 members 
Entering Unmasked Estep 
Score: -13717683.000000 Penalty: 1887.688843
	Iteration 0F: 2 clusters Score -1.371768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -13645660.000000 Penalty: 3775.377686
	Iteration 0F: 3 clusters Score -1.364566e+07 nChanged 53328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -13677121.000000 Penalty: 3775.377686
	Iteration 1F: 3 clusters Score -1.367712e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -13678320.000000 Penalty: 3775.377686
	Iteration 2Q: 3 clusters Score -1.367832e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -13679748.000000 Penalty: 3775.377686
	Iteration 3Q: 3 clusters Score -1.367975e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -13681589.000000 Penalty: 3775.377686
	Iteration 4Q: 3 clusters Score -1.368159e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -13683967.000000 Penalty: 3775.377686
	Iteration 5Q: 3 clusters Score -1.368397e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -13686726.000000 Penalty: 3775.377686
	Iteration 6F: 3 clusters Score -1.368673e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -13690108.000000 Penalty: 3775.377686
	Iteration 7F: 3 clusters Score -1.369011e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -13694578.000000 Penalty: 3775.377686
	Iteration 8F: 3 clusters Score -1.369458e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -13699542.000000 Penalty: 3775.377686
	Iteration 9F: 3 clusters Score -1.369954e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -13703659.000000 Penalty: 3775.377686
	Iteration 10Q: 3 clusters Score -1.370366e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -13706544.000000 Penalty: 3775.377686
	Iteration 11Q: 3 clusters Score -1.370654e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -13708322.000000 Penalty: 3775.377686
	Iteration 12Q: 3 clusters Score -1.370832e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -13709487.000000 Penalty: 3775.377686
	Iteration 13Q: 3 clusters Score -1.370949e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -13710290.000000 Penalty: 3775.377686
	Iteration 14Q: 3 clusters Score -1.371029e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -13711125.000000 Penalty: 3775.377686
	Iteration 15Q: 3 clusters Score -1.371112e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -13711970.000000 Penalty: 3775.377686
	Iteration 16Q: 3 clusters Score -1.371197e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -13712670.000000 Penalty: 3775.377686
	Iteration 17Q: 3 clusters Score -1.371267e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -13713273.000000 Penalty: 3775.377686
	Iteration 18Q: 3 clusters Score -1.371327e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -13713801.000000 Penalty: 3775.377686
	Iteration 19Q: 3 clusters Score -1.37138e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -13714193.000000 Penalty: 3775.377686
	Iteration 20F: 3 clusters Score -1.371419e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -13714583.000000 Penalty: 3775.377686
	Iteration 21Q: 3 clusters Score -1.371458e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -13714859.000000 Penalty: 3775.377686
	Iteration 22Q: 3 clusters Score -1.371486e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -13715080.000000 Penalty: 3775.377686
	Iteration 23Q: 3 clusters Score -1.371508e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -13715316.000000 Penalty: 3775.377686
	Iteration 24Q: 3 clusters Score -1.371532e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -13715544.000000 Penalty: 3775.377686
	Iteration 25Q: 3 clusters Score -1.371554e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -13715776.000000 Penalty: 3775.377686
	Iteration 26Q: 3 clusters Score -1.371578e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -13715923.000000 Penalty: 3775.377686
	Iteration 27Q: 3 clusters Score -1.371592e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -13716004.000000 Penalty: 3775.377686
	Iteration 28Q: 3 clusters Score -1.3716e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107037 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -13716067.000000 Penalty: 3775.377686
	Iteration 29Q: 3 clusters Score -1.371607e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107235 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -13716122.000000 Penalty: 3775.377686
	Iteration 30Q: 3 clusters Score -1.371612e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -13716200.000000 Penalty: 3775.377686
	Iteration 31Q: 3 clusters Score -1.37162e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -13716274.000000 Penalty: 3775.377686
	Iteration 32Q: 3 clusters Score -1.371627e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -13716301.000000 Penalty: 3775.377686
	Iteration 33Q: 3 clusters Score -1.37163e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -13716341.000000 Penalty: 3775.377686
	Iteration 34Q: 3 clusters Score -1.371634e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107882 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -13716341.000000 Penalty: 3775.377686
	Iteration 35Q: 3 clusters Score -1.371634e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -13716355.000000 Penalty: 3775.377686
	Iteration 36Q: 3 clusters Score -1.371636e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -13716365.000000 Penalty: 3775.377686
	Iteration 37Q: 3 clusters Score -1.371636e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -13716378.000000 Penalty: 3775.377686
	Iteration 38Q: 3 clusters Score -1.371638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -13716391.000000 Penalty: 3775.377686
	Iteration 39Q: 3 clusters Score -1.371639e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13716388.000000 Penalty: 3775.377686
	Iteration 40F: 3 clusters Score -1.371639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -13716414.000000 Penalty: 3775.377686
	Iteration 41Q: 3 clusters Score -1.371641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13716406.000000 Penalty: 3775.377686
	Iteration 42Q: 3 clusters Score -1.371641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -13716417.000000 Penalty: 3775.377686
	Iteration 43Q: 3 clusters Score -1.371642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -13716412.000000 Penalty: 3775.377686
	Iteration 44Q: 3 clusters Score -1.371641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -13716422.000000 Penalty: 3775.377686
	Iteration 45Q: 3 clusters Score -1.371642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -13716420.000000 Penalty: 3775.377686
	Iteration 46Q: 3 clusters Score -1.371642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108350 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -13716413.000000 Penalty: 3775.377686
	Iteration 47Q: 3 clusters Score -1.371641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13716410.000000 Penalty: 3775.377686
	Iteration 48Q: 3 clusters Score -1.371641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108382 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -13716425.000000 Penalty: 3775.377686
	Iteration 49Q: 3 clusters Score -1.371642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108393 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -13716420.000000 Penalty: 3775.377686
	Iteration 50Q: 3 clusters Score -1.371642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13716417.000000 Penalty: 3775.377686
	Iteration 51Q: 3 clusters Score -1.371642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13716421.000000 Penalty: 3775.377686
	Iteration 52Q: 3 clusters Score -1.371642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -13716425.000000 Penalty: 3775.377686
	Iteration 53Q: 3 clusters Score -1.371642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108409 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -13716425.000000 Penalty: 3775.377686
	Iteration 54Q: 3 clusters Score -1.371642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -13716427.000000 Penalty: 3775.377686
	Iteration 55Q: 3 clusters Score -1.371643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13716426.000000 Penalty: 3775.377686
	Iteration 56Q: 3 clusters Score -1.371643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13716421.000000 Penalty: 3775.377686
	Iteration 57Q: 3 clusters Score -1.371642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13716421.000000 Penalty: 3775.377686
	Iteration 58F: 3 clusters Score -1.371642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (97425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97425 members 
Entering Unmasked Estep 
Score: -12012612.000000 Penalty: 1866.611206
	Iteration 0F: 2 clusters Score -1.201261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -11947550.000000 Penalty: 3733.222412
	Iteration 0F: 3 clusters Score -1.194755e+07 nChanged 46563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -11974252.000000 Penalty: 3733.222412
	Iteration 1F: 3 clusters Score -1.197425e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -11975107.000000 Penalty: 3733.222412
	Iteration 2Q: 3 clusters Score -1.197511e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -11976152.000000 Penalty: 3733.222412
	Iteration 3Q: 3 clusters Score -1.197615e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -11978190.000000 Penalty: 3733.222412
	Iteration 4Q: 3 clusters Score -1.197819e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -11981503.000000 Penalty: 3733.222412
	Iteration 5F: 3 clusters Score -1.19815e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -11987073.000000 Penalty: 3733.222412
	Iteration 6F: 3 clusters Score -1.198707e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -11994284.000000 Penalty: 3733.222412
	Iteration 7F: 3 clusters Score -1.199428e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -12001523.000000 Penalty: 3733.222412
	Iteration 8F: 3 clusters Score -1.200152e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -12006315.000000 Penalty: 3733.222412
	Iteration 9F: 3 clusters Score -1.200632e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -12008809.000000 Penalty: 3733.222412
	Iteration 10Q: 3 clusters Score -1.200881e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -12010038.000000 Penalty: 3733.222412
	Iteration 11Q: 3 clusters Score -1.201004e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -12010705.000000 Penalty: 3733.222412
	Iteration 12Q: 3 clusters Score -1.20107e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12011090.000000 Penalty: 3733.222412
	Iteration 13Q: 3 clusters Score -1.201109e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12011354.000000 Penalty: 3733.222412
	Iteration 14Q: 3 clusters Score -1.201135e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -12011536.000000 Penalty: 3733.222412
	Iteration 15Q: 3 clusters Score -1.201154e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -12011662.000000 Penalty: 3733.222412
	Iteration 16Q: 3 clusters Score -1.201166e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12011692.000000 Penalty: 3733.222412
	Iteration 17Q: 3 clusters Score -1.201169e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -12011739.000000 Penalty: 3733.222412
	Iteration 18Q: 3 clusters Score -1.201174e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12011747.000000 Penalty: 3733.222412
	Iteration 19Q: 3 clusters Score -1.201175e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12011758.000000 Penalty: 3733.222412
	Iteration 20F: 3 clusters Score -1.201176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12011787.000000 Penalty: 3733.222412
	Iteration 21Q: 3 clusters Score -1.201179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12011785.000000 Penalty: 3733.222412
	Iteration 22Q: 3 clusters Score -1.201178e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -12011801.000000 Penalty: 3733.222412
	Iteration 23Q: 3 clusters Score -1.20118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12011825.000000 Penalty: 3733.222412
	Iteration 24Q: 3 clusters Score -1.201182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12011816.000000 Penalty: 3733.222412
	Iteration 25Q: 3 clusters Score -1.201182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -12011823.000000 Penalty: 3733.222412
	Iteration 26Q: 3 clusters Score -1.201182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12011826.000000 Penalty: 3733.222412
	Iteration 27Q: 3 clusters Score -1.201183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -12011818.000000 Penalty: 3733.222412
	Iteration 28Q: 3 clusters Score -1.201182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -12011837.000000 Penalty: 3733.222412
	Iteration 29Q: 3 clusters Score -1.201184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12011835.000000 Penalty: 3733.222412
	Iteration 30Q: 3 clusters Score -1.201184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12011832.000000 Penalty: 3733.222412
	Iteration 31Q: 3 clusters Score -1.201183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12011848.000000 Penalty: 3733.222412
	Iteration 32Q: 3 clusters Score -1.201185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12011854.000000 Penalty: 3733.222412
	Iteration 33Q: 3 clusters Score -1.201185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -12011847.000000 Penalty: 3733.222412
	Iteration 34Q: 3 clusters Score -1.201185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -12011850.000000 Penalty: 3733.222412
	Iteration 35Q: 3 clusters Score -1.201185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12011852.000000 Penalty: 3733.222412
	Iteration 36Q: 3 clusters Score -1.201185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12011852.000000 Penalty: 3733.222412
	Iteration 37F: 3 clusters Score -1.201185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -138495.921875 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -138495.9 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 769 members 
Entering Unmasked Estep 
Score: -136962.734375 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -136962.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138765.843750 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -138765.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140100.218750 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -140100.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -140741.625000 Penalty: 2376.579834
	Iteration 3F: 3 clusters Score -140741.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -140923.062500 Penalty: 2376.579834
	Iteration 4Q: 3 clusters Score -140923.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141006.000000 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -141006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141056.625000 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -141056.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141107.031250 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -141107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -141154.812500 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -141154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -141178.578125 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -141178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -141189.046875 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -141189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141192.437500 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -141192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141195.109375 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -141195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -141195.390625 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -141195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -141196.703125 Penalty: 2376.579834
	Iteration 14F: 3 clusters Score -141196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141198.468750 Penalty: 2376.579834
	Iteration 15Q: 3 clusters Score -141198.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141198.468750 Penalty: 2376.579834
	Iteration 16F: 3 clusters Score -141198.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 171518 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
Score: -141554928.000000 Penalty: 56716.632812
Splitting cluster 11 changes total score from -141546960.000000 to -141554928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (16340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Entering Unmasked Estep 
Score: -1894716.500000 Penalty: 1576.472778
	Iteration 0F: 2 clusters Score -1894716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1883450.000000 Penalty: 3152.945557
	Iteration 0F: 3 clusters Score -1883450 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1888570.000000 Penalty: 3152.945557
	Iteration 1F: 3 clusters Score -1888570 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1890070.375000 Penalty: 3152.945557
	Iteration 2F: 3 clusters Score -1890070 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1891409.375000 Penalty: 3152.945557
	Iteration 3F: 3 clusters Score -1891409 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1892432.750000 Penalty: 3152.945557
	Iteration 4F: 3 clusters Score -1892433 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1893075.250000 Penalty: 3152.945557
	Iteration 5F: 3 clusters Score -1893075 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1893654.000000 Penalty: 3152.945557
	Iteration 6F: 3 clusters Score -1893654 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1894210.125000 Penalty: 3152.945557
	Iteration 7Q: 3 clusters Score -1894210 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1894695.875000 Penalty: 3152.945557
	Iteration 8Q: 3 clusters Score -1894696 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1895076.875000 Penalty: 3152.945557
	Iteration 9Q: 3 clusters Score -1895077 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1895345.250000 Penalty: 3152.945557
	Iteration 10Q: 3 clusters Score -1895345 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1895549.750000 Penalty: 3152.945557
	Iteration 11Q: 3 clusters Score -1895550 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1895729.875000 Penalty: 3152.945557
	Iteration 12Q: 3 clusters Score -1895730 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1895861.875000 Penalty: 3152.945557
	Iteration 13Q: 3 clusters Score -1895862 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1895946.875000 Penalty: 3152.945557
	Iteration 14Q: 3 clusters Score -1895947 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1896016.000000 Penalty: 3152.945557
	Iteration 15Q: 3 clusters Score -1896016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1896096.375000 Penalty: 3152.945557
	Iteration 16Q: 3 clusters Score -1896096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1896171.750000 Penalty: 3152.945557
	Iteration 17Q: 3 clusters Score -1896172 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1896231.250000 Penalty: 3152.945557
	Iteration 18Q: 3 clusters Score -1896231 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1896304.375000 Penalty: 3152.945557
	Iteration 19Q: 3 clusters Score -1896304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1896373.375000 Penalty: 3152.945557
	Iteration 20F: 3 clusters Score -1896373 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1896417.250000 Penalty: 3152.945557
	Iteration 21Q: 3 clusters Score -1896417 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1896471.125000 Penalty: 3152.945557
	Iteration 22Q: 3 clusters Score -1896471 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1896514.875000 Penalty: 3152.945557
	Iteration 23Q: 3 clusters Score -1896515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1896544.875000 Penalty: 3152.945557
	Iteration 24Q: 3 clusters Score -1896545 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1896570.000000 Penalty: 3152.945557
	Iteration 25Q: 3 clusters Score -1896570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1896595.875000 Penalty: 3152.945557
	Iteration 26Q: 3 clusters Score -1896596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1896624.625000 Penalty: 3152.945557
	Iteration 27Q: 3 clusters Score -1896625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1896640.250000 Penalty: 3152.945557
	Iteration 28Q: 3 clusters Score -1896640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1896658.750000 Penalty: 3152.945557
	Iteration 29Q: 3 clusters Score -1896659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1896671.750000 Penalty: 3152.945557
	Iteration 30Q: 3 clusters Score -1896672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1896672.125000 Penalty: 3152.945557
	Iteration 31Q: 3 clusters Score -1896672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1896675.375000 Penalty: 3152.945557
	Iteration 32Q: 3 clusters Score -1896675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1896679.250000 Penalty: 3152.945557
	Iteration 33Q: 3 clusters Score -1896679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1896680.125000 Penalty: 3152.945557
	Iteration 34Q: 3 clusters Score -1896680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1896678.875000 Penalty: 3152.945557
	Iteration 35Q: 3 clusters Score -1896679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1896680.750000 Penalty: 3152.945557
	Iteration 36Q: 3 clusters Score -1896681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1896679.875000 Penalty: 3152.945557
	Iteration 37Q: 3 clusters Score -1896680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1896679.500000 Penalty: 3152.945557
	Iteration 38Q: 3 clusters Score -1896680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1896679.375000 Penalty: 3152.945557
	Iteration 39Q: 3 clusters Score -1896679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1896682.125000 Penalty: 3152.945557
	Iteration 40F: 3 clusters Score -1896682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1896682.000000 Penalty: 3152.945557
	Iteration 41Q: 3 clusters Score -1896682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1896682.375000 Penalty: 3152.945557
	Iteration 42Q: 3 clusters Score -1896682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1896681.625000 Penalty: 3152.945557
	Iteration 43Q: 3 clusters Score -1896682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1896684.250000 Penalty: 3152.945557
	Iteration 44Q: 3 clusters Score -1896684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1896682.875000 Penalty: 3152.945557
	Iteration 45Q: 3 clusters Score -1896683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1896682.500000 Penalty: 3152.945557
	Iteration 46Q: 3 clusters Score -1896682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1896682.875000 Penalty: 3152.945557
	Iteration 47Q: 3 clusters Score -1896683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1896682.875000 Penalty: 3152.945557
	Iteration 48F: 3 clusters Score -1896683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 171518 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Entering Unmasked Estep 
Score: -141556304.000000 Penalty: 58985.300781
Splitting cluster 12 changes total score from -141546960.000000 to -141556304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -337093.593750 Penalty: 1311.369873
	Iteration 0F: 2 clusters Score -337093.6 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 1613 members 
Entering Unmasked Estep 
Score: -334414.437500 Penalty: 2622.739746
	Iteration 0F: 3 clusters Score -334414.4 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -336468.218750 Penalty: 2622.739746
	Iteration 1F: 3 clusters Score -336468.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -337669.312500 Penalty: 2622.739746
	Iteration 2F: 3 clusters Score -337669.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -338283.437500 Penalty: 2622.739746
	Iteration 3F: 3 clusters Score -338283.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -338962.218750 Penalty: 2622.739746
	Iteration 4F: 3 clusters Score -338962.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -339754.718750 Penalty: 2622.739746
	Iteration 5F: 3 clusters Score -339754.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -340089.468750 Penalty: 2622.739746
	Iteration 6Q: 3 clusters Score -340089.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -340200.875000 Penalty: 2622.739746
	Iteration 7Q: 3 clusters Score -340200.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -340251.593750 Penalty: 2622.739746
	Iteration 8Q: 3 clusters Score -340251.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -340269.687500 Penalty: 2622.739746
	Iteration 9Q: 3 clusters Score -340269.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -340283.031250 Penalty: 2622.739746
	Iteration 10Q: 3 clusters Score -340283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -340290.312500 Penalty: 2622.739746
	Iteration 11Q: 3 clusters Score -340290.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -340294.281250 Penalty: 2622.739746
	Iteration 12Q: 3 clusters Score -340294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -340296.156250 Penalty: 2622.739746
	Iteration 13Q: 3 clusters Score -340296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -340300.468750 Penalty: 2622.739746
	Iteration 14Q: 3 clusters Score -340300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -340302.687500 Penalty: 2622.739746
	Iteration 15Q: 3 clusters Score -340302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -340304.531250 Penalty: 2622.739746
	Iteration 16Q: 3 clusters Score -340304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340305.031250 Penalty: 2622.739746
	Iteration 17Q: 3 clusters Score -340305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340306.843750 Penalty: 2622.739746
	Iteration 18F: 3 clusters Score -340306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -340314.781250 Penalty: 2622.739746
	Iteration 19Q: 3 clusters Score -340314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -340317.468750 Penalty: 2622.739746
	Iteration 20F: 3 clusters Score -340317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -340320.218750 Penalty: 2622.739746
	Iteration 21Q: 3 clusters Score -340320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -340326.625000 Penalty: 2622.739746
	Iteration 22Q: 3 clusters Score -340326.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -340332.281250 Penalty: 2622.739746
	Iteration 23Q: 3 clusters Score -340332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -340333.781250 Penalty: 2622.739746
	Iteration 24Q: 3 clusters Score -340333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -340336.562500 Penalty: 2622.739746
	Iteration 25Q: 3 clusters Score -340336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -340336.968750 Penalty: 2622.739746
	Iteration 26Q: 3 clusters Score -340337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -340336.968750 Penalty: 2622.739746
	Iteration 27F: 3 clusters Score -340337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 171518 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Mstep: Class 27 contains 1403 members 
Entering Unmasked Estep 
Score: -141558176.000000 Penalty: 61253.964844
Splitting cluster 13 changes total score from -141546960.000000 to -141558176.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (171518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Entering Unmasked Estep 
Score: -21536190.000000 Penalty: 1958.522095
	Iteration 0F: 2 clusters Score -2.153619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -21442900.000000 Penalty: 3917.044189
	Iteration 0F: 3 clusters Score -2.14429e+07 nChanged 82996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -21491958.000000 Penalty: 3917.044189
	Iteration 1F: 3 clusters Score -2.149196e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -21493990.000000 Penalty: 3917.044189
	Iteration 2Q: 3 clusters Score -2.149399e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -21496730.000000 Penalty: 3917.044189
	Iteration 3Q: 3 clusters Score -2.149673e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 102684 members 
Entering Unmasked Estep 
Score: -21500868.000000 Penalty: 3917.044189
	Iteration 4F: 3 clusters Score -2.150087e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -21507014.000000 Penalty: 3917.044189
	Iteration 5F: 3 clusters Score -2.150701e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -21515228.000000 Penalty: 3917.044189
	Iteration 6F: 3 clusters Score -2.151523e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -21522624.000000 Penalty: 3917.044189
	Iteration 7F: 3 clusters Score -2.152262e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -21528014.000000 Penalty: 3917.044189
	Iteration 8F: 3 clusters Score -2.152801e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 134621 members 
Entering Unmasked Estep 
Score: -21531386.000000 Penalty: 3917.044189
	Iteration 9Q: 3 clusters Score -2.153139e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -21533060.000000 Penalty: 3917.044189
	Iteration 10Q: 3 clusters Score -2.153306e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
Score: -21533810.000000 Penalty: 3917.044189
	Iteration 11Q: 3 clusters Score -2.153381e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 138421 members 
Entering Unmasked Estep 
Score: -21534124.000000 Penalty: 3917.044189
	Iteration 12Q: 3 clusters Score -2.153412e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -21534336.000000 Penalty: 3917.044189
	Iteration 13Q: 3 clusters Score -2.153434e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 139480 members 
Entering Unmasked Estep 
Score: -21534420.000000 Penalty: 3917.044189
	Iteration 14Q: 3 clusters Score -2.153442e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -21534574.000000 Penalty: 3917.044189
	Iteration 15Q: 3 clusters Score -2.153457e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 140127 members 
Entering Unmasked Estep 
Score: -21534724.000000 Penalty: 3917.044189
	Iteration 16Q: 3 clusters Score -2.153472e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 140299 members 
Entering Unmasked Estep 
Score: -21534920.000000 Penalty: 3917.044189
	Iteration 17Q: 3 clusters Score -2.153492e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -21535118.000000 Penalty: 3917.044189
	Iteration 18Q: 3 clusters Score -2.153512e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 140295 members 
Entering Unmasked Estep 
Score: -21535188.000000 Penalty: 3917.044189
	Iteration 19Q: 3 clusters Score -2.153519e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -21535316.000000 Penalty: 3917.044189
	Iteration 20F: 3 clusters Score -2.153532e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 139991 members 
Entering Unmasked Estep 
Score: -21535328.000000 Penalty: 3917.044189
	Iteration 21Q: 3 clusters Score -2.153533e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 139757 members 
Entering Unmasked Estep 
Score: -21535434.000000 Penalty: 3917.044189
	Iteration 22Q: 3 clusters Score -2.153543e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -21535716.000000 Penalty: 3917.044189
	Iteration 23Q: 3 clusters Score -2.153572e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
Score: -21535764.000000 Penalty: 3917.044189
	Iteration 24Q: 3 clusters Score -2.153576e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 138913 members 
Entering Unmasked Estep 
Score: -21535988.000000 Penalty: 3917.044189
	Iteration 25Q: 3 clusters Score -2.153599e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 138602 members 
Entering Unmasked Estep 
Score: -21536280.000000 Penalty: 3917.044189
	Iteration 26Q: 3 clusters Score -2.153628e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 138237 members 
Entering Unmasked Estep 
Score: -21536380.000000 Penalty: 3917.044189
	Iteration 27Q: 3 clusters Score -2.153638e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 137904 members 
Entering Unmasked Estep 
Score: -21536526.000000 Penalty: 3917.044189
	Iteration 28Q: 3 clusters Score -2.153653e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 137586 members 
Entering Unmasked Estep 
Score: -21536740.000000 Penalty: 3917.044189
	Iteration 29Q: 3 clusters Score -2.153674e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 137270 members 
Entering Unmasked Estep 
Score: -21536858.000000 Penalty: 3917.044189
	Iteration 30Q: 3 clusters Score -2.153686e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 136962 members 
Entering Unmasked Estep 
Score: -21536982.000000 Penalty: 3917.044189
	Iteration 31Q: 3 clusters Score -2.153698e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 136675 members 
Entering Unmasked Estep 
Score: -21537086.000000 Penalty: 3917.044189
	Iteration 32Q: 3 clusters Score -2.153709e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 136404 members 
Entering Unmasked Estep 
Score: -21537240.000000 Penalty: 3917.044189
	Iteration 33Q: 3 clusters Score -2.153724e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 136153 members 
Entering Unmasked Estep 
Score: -21537306.000000 Penalty: 3917.044189
	Iteration 34Q: 3 clusters Score -2.153731e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -21537376.000000 Penalty: 3917.044189
	Iteration 35Q: 3 clusters Score -2.153738e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
Score: -21537450.000000 Penalty: 3917.044189
	Iteration 36Q: 3 clusters Score -2.153745e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 135532 members 
Entering Unmasked Estep 
Score: -21537522.000000 Penalty: 3917.044189
	Iteration 37Q: 3 clusters Score -2.153752e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -21537592.000000 Penalty: 3917.044189
	Iteration 38Q: 3 clusters Score -2.153759e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -21537656.000000 Penalty: 3917.044189
	Iteration 39Q: 3 clusters Score -2.153766e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 135065 members 
Entering Unmasked Estep 
Score: -21537722.000000 Penalty: 3917.044189
	Iteration 40F: 3 clusters Score -2.153772e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 134949 members 
Entering Unmasked Estep 
Score: -21537724.000000 Penalty: 3917.044189
	Iteration 41Q: 3 clusters Score -2.153772e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -21537752.000000 Penalty: 3917.044189
	Iteration 42Q: 3 clusters Score -2.153775e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 134767 members 
Entering Unmasked Estep 
Score: -21537800.000000 Penalty: 3917.044189
	Iteration 43Q: 3 clusters Score -2.15378e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 134681 members 
Entering Unmasked Estep 
Score: -21537838.000000 Penalty: 3917.044189
	Iteration 44Q: 3 clusters Score -2.153784e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -21537862.000000 Penalty: 3917.044189
	Iteration 45Q: 3 clusters Score -2.153786e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 134504 members 
Entering Unmasked Estep 
Score: -21537874.000000 Penalty: 3917.044189
	Iteration 46Q: 3 clusters Score -2.153787e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -21537876.000000 Penalty: 3917.044189
	Iteration 47Q: 3 clusters Score -2.153788e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -21537900.000000 Penalty: 3917.044189
	Iteration 48Q: 3 clusters Score -2.15379e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 134261 members 
Entering Unmasked Estep 
Score: -21537924.000000 Penalty: 3917.044189
	Iteration 49Q: 3 clusters Score -2.153792e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 134205 members 
Entering Unmasked Estep 
Score: -21537948.000000 Penalty: 3917.044189
	Iteration 50Q: 3 clusters Score -2.153795e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -21537940.000000 Penalty: 3917.044189
	Iteration 51Q: 3 clusters Score -2.153794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 134118 members 
Entering Unmasked Estep 
Score: -21537972.000000 Penalty: 3917.044189
	Iteration 52Q: 3 clusters Score -2.153797e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 134097 members 
Entering Unmasked Estep 
Score: -21537998.000000 Penalty: 3917.044189
	Iteration 53Q: 3 clusters Score -2.1538e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -21537992.000000 Penalty: 3917.044189
	Iteration 54Q: 3 clusters Score -2.153799e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 134021 members 
Entering Unmasked Estep 
Score: -21537998.000000 Penalty: 3917.044189
	Iteration 55Q: 3 clusters Score -2.1538e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 133983 members 
Entering Unmasked Estep 
Score: -21538018.000000 Penalty: 3917.044189
	Iteration 56Q: 3 clusters Score -2.153802e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 133931 members 
Entering Unmasked Estep 
Score: -21538034.000000 Penalty: 3917.044189
	Iteration 57Q: 3 clusters Score -2.153803e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 133901 members 
Entering Unmasked Estep 
Score: -21538056.000000 Penalty: 3917.044189
	Iteration 58Q: 3 clusters Score -2.153806e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -21538102.000000 Penalty: 3917.044189
	Iteration 59Q: 3 clusters Score -2.15381e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 133826 members 
Entering Unmasked Estep 
Score: -21538132.000000 Penalty: 3917.044189
	Iteration 60F: 3 clusters Score -2.153813e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 133781 members 
Entering Unmasked Estep 
Score: -21538128.000000 Penalty: 3917.044189
	Iteration 61Q: 3 clusters Score -2.153813e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 133752 members 
Entering Unmasked Estep 
Score: -21538118.000000 Penalty: 3917.044189
	Iteration 62Q: 3 clusters Score -2.153812e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -21538136.000000 Penalty: 3917.044189
	Iteration 63Q: 3 clusters Score -2.153814e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 133695 members 
Entering Unmasked Estep 
Score: -21538136.000000 Penalty: 3917.044189
	Iteration 64Q: 3 clusters Score -2.153814e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 133656 members 
Entering Unmasked Estep 
Score: -21538132.000000 Penalty: 3917.044189
	Iteration 65Q: 3 clusters Score -2.153813e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 133619 members 
Entering Unmasked Estep 
Score: -21538148.000000 Penalty: 3917.044189
	Iteration 66Q: 3 clusters Score -2.153815e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 133590 members 
Entering Unmasked Estep 
Score: -21538140.000000 Penalty: 3917.044189
	Iteration 67Q: 3 clusters Score -2.153814e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 133565 members 
Entering Unmasked Estep 
Score: -21538162.000000 Penalty: 3917.044189
	Iteration 68Q: 3 clusters Score -2.153816e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 133548 members 
Entering Unmasked Estep 
Score: -21538176.000000 Penalty: 3917.044189
	Iteration 69Q: 3 clusters Score -2.153818e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
Score: -21538186.000000 Penalty: 3917.044189
	Iteration 70Q: 3 clusters Score -2.153819e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 133494 members 
Entering Unmasked Estep 
Score: -21538204.000000 Penalty: 3917.044189
	Iteration 71Q: 3 clusters Score -2.15382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -21538222.000000 Penalty: 3917.044189
	Iteration 72Q: 3 clusters Score -2.153822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 133439 members 
Entering Unmasked Estep 
Score: -21538226.000000 Penalty: 3917.044189
	Iteration 73Q: 3 clusters Score -2.153823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 133420 members 
Entering Unmasked Estep 
Score: -21538244.000000 Penalty: 3917.044189
	Iteration 74Q: 3 clusters Score -2.153824e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 133398 members 
Entering Unmasked Estep 
Score: -21538244.000000 Penalty: 3917.044189
	Iteration 75Q: 3 clusters Score -2.153824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 133386 members 
Entering Unmasked Estep 
Score: -21538252.000000 Penalty: 3917.044189
	Iteration 76Q: 3 clusters Score -2.153825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -21538232.000000 Penalty: 3917.044189
	Iteration 77Q: 3 clusters Score -2.153823e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -21538248.000000 Penalty: 3917.044189
	Iteration 78Q: 3 clusters Score -2.153825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -21538232.000000 Penalty: 3917.044189
	Iteration 79Q: 3 clusters Score -2.153823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -21538264.000000 Penalty: 3917.044189
	Iteration 80F: 3 clusters Score -2.153826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 133296 members 
Entering Unmasked Estep 
Score: -21538284.000000 Penalty: 3917.044189
	Iteration 81Q: 3 clusters Score -2.153828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 133276 members 
Entering Unmasked Estep 
Score: -21538290.000000 Penalty: 3917.044189
	Iteration 82Q: 3 clusters Score -2.153829e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -21538298.000000 Penalty: 3917.044189
	Iteration 83Q: 3 clusters Score -2.15383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 133244 members 
Entering Unmasked Estep 
Score: -21538290.000000 Penalty: 3917.044189
	Iteration 84Q: 3 clusters Score -2.153829e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -21538280.000000 Penalty: 3917.044189
	Iteration 85Q: 3 clusters Score -2.153828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 133244 members 
Entering Unmasked Estep 
Score: -21538276.000000 Penalty: 3917.044189
	Iteration 86Q: 3 clusters Score -2.153828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 133239 members 
Entering Unmasked Estep 
Score: -21538268.000000 Penalty: 3917.044189
	Iteration 87Q: 3 clusters Score -2.153827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -21538268.000000 Penalty: 3917.044189
	Iteration 88Q: 3 clusters Score -2.153827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -21538280.000000 Penalty: 3917.044189
	Iteration 89Q: 3 clusters Score -2.153828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -21538268.000000 Penalty: 3917.044189
	Iteration 90Q: 3 clusters Score -2.153827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -21538278.000000 Penalty: 3917.044189
	Iteration 91Q: 3 clusters Score -2.153828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -21538272.000000 Penalty: 3917.044189
	Iteration 92Q: 3 clusters Score -2.153827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -21538254.000000 Penalty: 3917.044189
	Iteration 93Q: 3 clusters Score -2.153825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -21538252.000000 Penalty: 3917.044189
	Iteration 94Q: 3 clusters Score -2.153825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -21538246.000000 Penalty: 3917.044189
	Iteration 95Q: 3 clusters Score -2.153825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -21538244.000000 Penalty: 3917.044189
	Iteration 96Q: 3 clusters Score -2.153824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 133188 members 
Entering Unmasked Estep 
Score: -21538248.000000 Penalty: 3917.044189
	Iteration 97Q: 3 clusters Score -2.153825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -21538226.000000 Penalty: 3917.044189
	Iteration 98Q: 3 clusters Score -2.153823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -21538218.000000 Penalty: 3917.044189
	Iteration 99Q: 3 clusters Score -2.153822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -21538236.000000 Penalty: 3917.044189
	Iteration 100F: 3 clusters Score -2.153824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -21538232.000000 Penalty: 3917.044189
	Iteration 101Q: 3 clusters Score -2.153823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -21538246.000000 Penalty: 3917.044189
	Iteration 102Q: 3 clusters Score -2.153825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -21538244.000000 Penalty: 3917.044189
	Iteration 103Q: 3 clusters Score -2.153824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 133158 members 
Entering Unmasked Estep 
Score: -21538254.000000 Penalty: 3917.044189
	Iteration 104Q: 3 clusters Score -2.153825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 133152 members 
Entering Unmasked Estep 
Score: -21538250.000000 Penalty: 3917.044189
	Iteration 105Q: 3 clusters Score -2.153825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -21538262.000000 Penalty: 3917.044189
	Iteration 106Q: 3 clusters Score -2.153826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 133141 members 
Entering Unmasked Estep 
Score: -21538250.000000 Penalty: 3917.044189
	Iteration 107Q: 3 clusters Score -2.153825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -21538248.000000 Penalty: 3917.044189
	Iteration 108Q: 3 clusters Score -2.153825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 133130 members 
Entering Unmasked Estep 
Score: -21538262.000000 Penalty: 3917.044189
	Iteration 109Q: 3 clusters Score -2.153826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 133126 members 
Entering Unmasked Estep 
Score: -21538262.000000 Penalty: 3917.044189
	Iteration 110Q: 3 clusters Score -2.153826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -21538262.000000 Penalty: 3917.044189
	Iteration 111Q: 3 clusters Score -2.153826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -21538234.000000 Penalty: 3917.044189
	Iteration 112Q: 3 clusters Score -2.153823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
Score: -21538242.000000 Penalty: 3917.044189
	Iteration 113Q: 3 clusters Score -2.153824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 133094 members 
Entering Unmasked Estep 
Score: -21538232.000000 Penalty: 3917.044189
	Iteration 114Q: 3 clusters Score -2.153823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -21538250.000000 Penalty: 3917.044189
	Iteration 115Q: 3 clusters Score -2.153825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -21538256.000000 Penalty: 3917.044189
	Iteration 116Q: 3 clusters Score -2.153826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -21538286.000000 Penalty: 3917.044189
	Iteration 117Q: 3 clusters Score -2.153829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 133042 members 
Entering Unmasked Estep 
Score: -21538300.000000 Penalty: 3917.044189
	Iteration 118Q: 3 clusters Score -2.15383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 133028 members 
Entering Unmasked Estep 
Score: -21538302.000000 Penalty: 3917.044189
	Iteration 119Q: 3 clusters Score -2.15383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 133022 members 
Entering Unmasked Estep 
Score: -21538318.000000 Penalty: 3917.044189
	Iteration 120F: 3 clusters Score -2.153832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -21538340.000000 Penalty: 3917.044189
	Iteration 121Q: 3 clusters Score -2.153834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 133001 members 
Entering Unmasked Estep 
Score: -21538332.000000 Penalty: 3917.044189
	Iteration 122Q: 3 clusters Score -2.153833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -21538342.000000 Penalty: 3917.044189
	Iteration 123Q: 3 clusters Score -2.153834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -21538338.000000 Penalty: 3917.044189
	Iteration 124Q: 3 clusters Score -2.153834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -21538358.000000 Penalty: 3917.044189
	Iteration 125Q: 3 clusters Score -2.153836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -21538348.000000 Penalty: 3917.044189
	Iteration 126Q: 3 clusters Score -2.153835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 132928 members 
Entering Unmasked Estep 
Score: -21538344.000000 Penalty: 3917.044189
	Iteration 127Q: 3 clusters Score -2.153834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 132913 members 
Entering Unmasked Estep 
Score: -21538356.000000 Penalty: 3917.044189
	Iteration 128Q: 3 clusters Score -2.153836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 132890 members 
Entering Unmasked Estep 
Score: -21538354.000000 Penalty: 3917.044189
	Iteration 129Q: 3 clusters Score -2.153835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -21538364.000000 Penalty: 3917.044189
	Iteration 130Q: 3 clusters Score -2.153836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -21538368.000000 Penalty: 3917.044189
	Iteration 131Q: 3 clusters Score -2.153837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -21538362.000000 Penalty: 3917.044189
	Iteration 132Q: 3 clusters Score -2.153836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -21538358.000000 Penalty: 3917.044189
	Iteration 133Q: 3 clusters Score -2.153836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -21538380.000000 Penalty: 3917.044189
	Iteration 134Q: 3 clusters Score -2.153838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 132776 members 
Entering Unmasked Estep 
Score: -21538392.000000 Penalty: 3917.044189
	Iteration 135Q: 3 clusters Score -2.153839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -21538400.000000 Penalty: 3917.044189
	Iteration 136Q: 3 clusters Score -2.15384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -21538400.000000 Penalty: 3917.044189
	Iteration 137Q: 3 clusters Score -2.15384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 132742 members 
Entering Unmasked Estep 
Score: -21538420.000000 Penalty: 3917.044189
	Iteration 138Q: 3 clusters Score -2.153842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -21538420.000000 Penalty: 3917.044189
	Iteration 139Q: 3 clusters Score -2.153842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 132725 members 
Entering Unmasked Estep 
Score: -21538426.000000 Penalty: 3917.044189
	Iteration 140F: 3 clusters Score -2.153843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -21538434.000000 Penalty: 3917.044189
	Iteration 141Q: 3 clusters Score -2.153843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -21538446.000000 Penalty: 3917.044189
	Iteration 142Q: 3 clusters Score -2.153845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 132697 members 
Entering Unmasked Estep 
Score: -21538442.000000 Penalty: 3917.044189
	Iteration 143Q: 3 clusters Score -2.153844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 132693 members 
Entering Unmasked Estep 
Score: -21538450.000000 Penalty: 3917.044189
	Iteration 144Q: 3 clusters Score -2.153845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 132687 members 
Entering Unmasked Estep 
Score: -21538456.000000 Penalty: 3917.044189
	Iteration 145Q: 3 clusters Score -2.153846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 132678 members 
Entering Unmasked Estep 
Score: -21538452.000000 Penalty: 3917.044189
	Iteration 146Q: 3 clusters Score -2.153845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -21538438.000000 Penalty: 3917.044189
	Iteration 147Q: 3 clusters Score -2.153844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 132663 members 
Entering Unmasked Estep 
Score: -21538438.000000 Penalty: 3917.044189
	Iteration 148Q: 3 clusters Score -2.153844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -21538444.000000 Penalty: 3917.044189
	Iteration 149Q: 3 clusters Score -2.153844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -21538448.000000 Penalty: 3917.044189
	Iteration 150Q: 3 clusters Score -2.153845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 132654 members 
Entering Unmasked Estep 
Score: -21538432.000000 Penalty: 3917.044189
	Iteration 151Q: 3 clusters Score -2.153843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 132650 members 
Entering Unmasked Estep 
Score: -21538426.000000 Penalty: 3917.044189
	Iteration 152Q: 3 clusters Score -2.153843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 132645 members 
Entering Unmasked Estep 
Score: -21538438.000000 Penalty: 3917.044189
	Iteration 153Q: 3 clusters Score -2.153844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 132643 members 
Entering Unmasked Estep 
Score: -21538426.000000 Penalty: 3917.044189
	Iteration 154Q: 3 clusters Score -2.153843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 132639 members 
Entering Unmasked Estep 
Score: -21538426.000000 Penalty: 3917.044189
	Iteration 155Q: 3 clusters Score -2.153843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 132638 members 
Entering Unmasked Estep 
Score: -21538422.000000 Penalty: 3917.044189
	Iteration 156Q: 3 clusters Score -2.153842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -21538432.000000 Penalty: 3917.044189
	Iteration 157Q: 3 clusters Score -2.153843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -21538430.000000 Penalty: 3917.044189
	Iteration 158Q: 3 clusters Score -2.153843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -21538424.000000 Penalty: 3917.044189
	Iteration 159Q: 3 clusters Score -2.153842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -21538434.000000 Penalty: 3917.044189
	Iteration 160F: 3 clusters Score -2.153843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 132631 members 
Entering Unmasked Estep 
Score: -21538430.000000 Penalty: 3917.044189
	Iteration 161Q: 3 clusters Score -2.153843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 132632 members 
Entering Unmasked Estep 
Score: -21538434.000000 Penalty: 3917.044189
	Iteration 162Q: 3 clusters Score -2.153843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 132632 members 
Entering Unmasked Estep 
Score: -21538434.000000 Penalty: 3917.044189
	Iteration 163F: 3 clusters Score -2.153843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 134521 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Mstep: Class 27 contains 1403 members 
Mstep: Class 28 contains 132632 members 
Entering Unmasked Estep 
Score: -141559088.000000 Penalty: 63522.628906
Splitting cluster 15 changes total score from -141546960.000000 to -141559088.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (134521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134521 members 
Entering Unmasked Estep 
Score: -17028394.000000 Penalty: 1919.039795
	Iteration 0F: 2 clusters Score -1.702839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -16950030.000000 Penalty: 3838.079590
	Iteration 0F: 3 clusters Score -1.695003e+07 nChanged 64767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -16989958.000000 Penalty: 3838.079590
	Iteration 1F: 3 clusters Score -1.698996e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -16993418.000000 Penalty: 3838.079590
	Iteration 2F: 3 clusters Score -1.699342e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -16999432.000000 Penalty: 3838.079590
	Iteration 3F: 3 clusters Score -1.699943e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -17007908.000000 Penalty: 3838.079590
	Iteration 4F: 3 clusters Score -1.700791e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -17017326.000000 Penalty: 3838.079590
	Iteration 5F: 3 clusters Score -1.701733e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -17023926.000000 Penalty: 3838.079590
	Iteration 6F: 3 clusters Score -1.702393e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -17027102.000000 Penalty: 3838.079590
	Iteration 7Q: 3 clusters Score -1.70271e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -17028472.000000 Penalty: 3838.079590
	Iteration 8Q: 3 clusters Score -1.702847e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 110316 members 
Entering Unmasked Estep 
Score: -17029174.000000 Penalty: 3838.079590
	Iteration 9Q: 3 clusters Score -1.702917e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -17029658.000000 Penalty: 3838.079590
	Iteration 10Q: 3 clusters Score -1.702966e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -17029726.000000 Penalty: 3838.079590
	Iteration 11Q: 3 clusters Score -1.702973e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -17029632.000000 Penalty: 3838.079590
	Iteration 12Q: 3 clusters Score -1.702963e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 120919 members 
Entering Unmasked Estep 
Score: -17029582.000000 Penalty: 3838.079590
	Iteration 13Q: 3 clusters Score -1.702958e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 123265 members 
Entering Unmasked Estep 
Score: -17029598.000000 Penalty: 3838.079590
	Iteration 14Q: 3 clusters Score -1.70296e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -17029490.000000 Penalty: 3838.079590
	Iteration 15Q: 3 clusters Score -1.702949e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -17029242.000000 Penalty: 3838.079590
	Iteration 16Q: 3 clusters Score -1.702924e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 128328 members 
Entering Unmasked Estep 
Score: -17029214.000000 Penalty: 3838.079590
	Iteration 17Q: 3 clusters Score -1.702921e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 129335 members 
Entering Unmasked Estep 
Score: -17029122.000000 Penalty: 3838.079590
	Iteration 18Q: 3 clusters Score -1.702912e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 130065 members 
Entering Unmasked Estep 
Score: -17028944.000000 Penalty: 3838.079590
	Iteration 19Q: 3 clusters Score -1.702894e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 130571 members 
Entering Unmasked Estep 
Score: -17028764.000000 Penalty: 3838.079590
	Iteration 20F: 3 clusters Score -1.702876e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 130970 members 
Entering Unmasked Estep 
Score: -17028674.000000 Penalty: 3838.079590
	Iteration 21Q: 3 clusters Score -1.702867e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
Score: -17028642.000000 Penalty: 3838.079590
	Iteration 22Q: 3 clusters Score -1.702864e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -17028626.000000 Penalty: 3838.079590
	Iteration 23Q: 3 clusters Score -1.702863e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -17028630.000000 Penalty: 3838.079590
	Iteration 24Q: 3 clusters Score -1.702863e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 131913 members 
Entering Unmasked Estep 
Score: -17028590.000000 Penalty: 3838.079590
	Iteration 25Q: 3 clusters Score -1.702859e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 132015 members 
Entering Unmasked Estep 
Score: -17028552.000000 Penalty: 3838.079590
	Iteration 26Q: 3 clusters Score -1.702855e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 132087 members 
Entering Unmasked Estep 
Score: -17028574.000000 Penalty: 3838.079590
	Iteration 27Q: 3 clusters Score -1.702857e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -17028592.000000 Penalty: 3838.079590
	Iteration 28Q: 3 clusters Score -1.702859e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 132128 members 
Entering Unmasked Estep 
Score: -17028562.000000 Penalty: 3838.079590
	Iteration 29Q: 3 clusters Score -1.702856e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 132136 members 
Entering Unmasked Estep 
Score: -17028546.000000 Penalty: 3838.079590
	Iteration 30Q: 3 clusters Score -1.702855e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -17028594.000000 Penalty: 3838.079590
	Iteration 31Q: 3 clusters Score -1.702859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -17028612.000000 Penalty: 3838.079590
	Iteration 32Q: 3 clusters Score -1.702861e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -17028606.000000 Penalty: 3838.079590
	Iteration 33Q: 3 clusters Score -1.702861e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 132118 members 
Entering Unmasked Estep 
Score: -17028628.000000 Penalty: 3838.079590
	Iteration 34Q: 3 clusters Score -1.702863e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 132107 members 
Entering Unmasked Estep 
Score: -17028666.000000 Penalty: 3838.079590
	Iteration 35Q: 3 clusters Score -1.702867e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 132118 members 
Entering Unmasked Estep 
Score: -17028688.000000 Penalty: 3838.079590
	Iteration 36Q: 3 clusters Score -1.702869e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -17028692.000000 Penalty: 3838.079590
	Iteration 37Q: 3 clusters Score -1.702869e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 132110 members 
Entering Unmasked Estep 
Score: -17028676.000000 Penalty: 3838.079590
	Iteration 38Q: 3 clusters Score -1.702868e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 132098 members 
Entering Unmasked Estep 
Score: -17028698.000000 Penalty: 3838.079590
	Iteration 39Q: 3 clusters Score -1.70287e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 132086 members 
Entering Unmasked Estep 
Score: -17028740.000000 Penalty: 3838.079590
	Iteration 40F: 3 clusters Score -1.702874e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 132001 members 
Entering Unmasked Estep 
Score: -17028804.000000 Penalty: 3838.079590
	Iteration 41Q: 3 clusters Score -1.70288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -17028860.000000 Penalty: 3838.079590
	Iteration 42Q: 3 clusters Score -1.702886e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 131828 members 
Entering Unmasked Estep 
Score: -17028930.000000 Penalty: 3838.079590
	Iteration 43Q: 3 clusters Score -1.702893e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 131741 members 
Entering Unmasked Estep 
Score: -17029000.000000 Penalty: 3838.079590
	Iteration 44Q: 3 clusters Score -1.7029e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 131622 members 
Entering Unmasked Estep 
Score: -17029072.000000 Penalty: 3838.079590
	Iteration 45Q: 3 clusters Score -1.702907e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -17029150.000000 Penalty: 3838.079590
	Iteration 46Q: 3 clusters Score -1.702915e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 131424 members 
Entering Unmasked Estep 
Score: -17029164.000000 Penalty: 3838.079590
	Iteration 47Q: 3 clusters Score -1.702916e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 131330 members 
Entering Unmasked Estep 
Score: -17029254.000000 Penalty: 3838.079590
	Iteration 48Q: 3 clusters Score -1.702925e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 131253 members 
Entering Unmasked Estep 
Score: -17029272.000000 Penalty: 3838.079590
	Iteration 49Q: 3 clusters Score -1.702927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 131197 members 
Entering Unmasked Estep 
Score: -17029316.000000 Penalty: 3838.079590
	Iteration 50Q: 3 clusters Score -1.702932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 131142 members 
Entering Unmasked Estep 
Score: -17029354.000000 Penalty: 3838.079590
	Iteration 51Q: 3 clusters Score -1.702935e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 131100 members 
Entering Unmasked Estep 
Score: -17029376.000000 Penalty: 3838.079590
	Iteration 52Q: 3 clusters Score -1.702938e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 131060 members 
Entering Unmasked Estep 
Score: -17029380.000000 Penalty: 3838.079590
	Iteration 53Q: 3 clusters Score -1.702938e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -17029400.000000 Penalty: 3838.079590
	Iteration 54Q: 3 clusters Score -1.70294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -17029426.000000 Penalty: 3838.079590
	Iteration 55Q: 3 clusters Score -1.702943e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -17029448.000000 Penalty: 3838.079590
	Iteration 56Q: 3 clusters Score -1.702945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 130884 members 
Entering Unmasked Estep 
Score: -17029464.000000 Penalty: 3838.079590
	Iteration 57Q: 3 clusters Score -1.702946e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 130842 members 
Entering Unmasked Estep 
Score: -17029456.000000 Penalty: 3838.079590
	Iteration 58Q: 3 clusters Score -1.702946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -17029448.000000 Penalty: 3838.079590
	Iteration 59Q: 3 clusters Score -1.702945e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -17029476.000000 Penalty: 3838.079590
	Iteration 60F: 3 clusters Score -1.702948e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -17029516.000000 Penalty: 3838.079590
	Iteration 61Q: 3 clusters Score -1.702952e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 130635 members 
Entering Unmasked Estep 
Score: -17029584.000000 Penalty: 3838.079590
	Iteration 62Q: 3 clusters Score -1.702958e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -17029674.000000 Penalty: 3838.079590
	Iteration 63Q: 3 clusters Score -1.702967e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 130446 members 
Entering Unmasked Estep 
Score: -17029718.000000 Penalty: 3838.079590
	Iteration 64Q: 3 clusters Score -1.702972e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 130344 members 
Entering Unmasked Estep 
Score: -17029782.000000 Penalty: 3838.079590
	Iteration 65Q: 3 clusters Score -1.702978e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 130230 members 
Entering Unmasked Estep 
Score: -17029910.000000 Penalty: 3838.079590
	Iteration 66Q: 3 clusters Score -1.702991e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 130144 members 
Entering Unmasked Estep 
Score: -17029928.000000 Penalty: 3838.079590
	Iteration 67Q: 3 clusters Score -1.702993e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 130057 members 
Entering Unmasked Estep 
Score: -17029970.000000 Penalty: 3838.079590
	Iteration 68Q: 3 clusters Score -1.702997e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -17030012.000000 Penalty: 3838.079590
	Iteration 69Q: 3 clusters Score -1.703001e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 129901 members 
Entering Unmasked Estep 
Score: -17030056.000000 Penalty: 3838.079590
	Iteration 70Q: 3 clusters Score -1.703006e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -17030092.000000 Penalty: 3838.079590
	Iteration 71Q: 3 clusters Score -1.703009e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 129783 members 
Entering Unmasked Estep 
Score: -17030120.000000 Penalty: 3838.079590
	Iteration 72Q: 3 clusters Score -1.703012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -17030156.000000 Penalty: 3838.079590
	Iteration 73Q: 3 clusters Score -1.703016e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -17030194.000000 Penalty: 3838.079590
	Iteration 74Q: 3 clusters Score -1.703019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 129656 members 
Entering Unmasked Estep 
Score: -17030204.000000 Penalty: 3838.079590
	Iteration 75Q: 3 clusters Score -1.70302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 129625 members 
Entering Unmasked Estep 
Score: -17030220.000000 Penalty: 3838.079590
	Iteration 76Q: 3 clusters Score -1.703022e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 129597 members 
Entering Unmasked Estep 
Score: -17030236.000000 Penalty: 3838.079590
	Iteration 77Q: 3 clusters Score -1.703024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -17030238.000000 Penalty: 3838.079590
	Iteration 78Q: 3 clusters Score -1.703024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -17030230.000000 Penalty: 3838.079590
	Iteration 79Q: 3 clusters Score -1.703023e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 129540 members 
Entering Unmasked Estep 
Score: -17030254.000000 Penalty: 3838.079590
	Iteration 80F: 3 clusters Score -1.703025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 129522 members 
Entering Unmasked Estep 
Score: -17030274.000000 Penalty: 3838.079590
	Iteration 81Q: 3 clusters Score -1.703027e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 129493 members 
Entering Unmasked Estep 
Score: -17030304.000000 Penalty: 3838.079590
	Iteration 82Q: 3 clusters Score -1.70303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -17030294.000000 Penalty: 3838.079590
	Iteration 83Q: 3 clusters Score -1.703029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -17030300.000000 Penalty: 3838.079590
	Iteration 84Q: 3 clusters Score -1.70303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -17030304.000000 Penalty: 3838.079590
	Iteration 85Q: 3 clusters Score -1.70303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -17030306.000000 Penalty: 3838.079590
	Iteration 86Q: 3 clusters Score -1.703031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 129419 members 
Entering Unmasked Estep 
Score: -17030322.000000 Penalty: 3838.079590
	Iteration 87Q: 3 clusters Score -1.703032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -17030308.000000 Penalty: 3838.079590
	Iteration 88Q: 3 clusters Score -1.703031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 129407 members 
Entering Unmasked Estep 
Score: -17030318.000000 Penalty: 3838.079590
	Iteration 89Q: 3 clusters Score -1.703032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 129405 members 
Entering Unmasked Estep 
Score: -17030312.000000 Penalty: 3838.079590
	Iteration 90Q: 3 clusters Score -1.703031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 129402 members 
Entering Unmasked Estep 
Score: -17030318.000000 Penalty: 3838.079590
	Iteration 91Q: 3 clusters Score -1.703032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -17030316.000000 Penalty: 3838.079590
	Iteration 92Q: 3 clusters Score -1.703032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -17030320.000000 Penalty: 3838.079590
	Iteration 93Q: 3 clusters Score -1.703032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 129394 members 
Entering Unmasked Estep 
Score: -17030318.000000 Penalty: 3838.079590
	Iteration 94Q: 3 clusters Score -1.703032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -17030324.000000 Penalty: 3838.079590
	Iteration 95Q: 3 clusters Score -1.703032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -17030340.000000 Penalty: 3838.079590
	Iteration 96Q: 3 clusters Score -1.703034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 129381 members 
Entering Unmasked Estep 
Score: -17030348.000000 Penalty: 3838.079590
	Iteration 97Q: 3 clusters Score -1.703035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -17030338.000000 Penalty: 3838.079590
	Iteration 98Q: 3 clusters Score -1.703034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -17030336.000000 Penalty: 3838.079590
	Iteration 99Q: 3 clusters Score -1.703034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -17030332.000000 Penalty: 3838.079590
	Iteration 100F: 3 clusters Score -1.703033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -17030334.000000 Penalty: 3838.079590
	Iteration 101Q: 3 clusters Score -1.703033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -17030330.000000 Penalty: 3838.079590
	Iteration 102Q: 3 clusters Score -1.703033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -17030328.000000 Penalty: 3838.079590
	Iteration 103Q: 3 clusters Score -1.703033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -17030332.000000 Penalty: 3838.079590
	Iteration 104Q: 3 clusters Score -1.703033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -17030334.000000 Penalty: 3838.079590
	Iteration 105Q: 3 clusters Score -1.703033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -17030334.000000 Penalty: 3838.079590
	Iteration 106F: 3 clusters Score -1.703033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Mstep: Class 27 contains 1403 members 
Mstep: Class 28 contains 132632 members 
Mstep: Class 29 contains 129378 members 
Entering Unmasked Estep 
Score: -141560480.000000 Penalty: 65791.296875
Splitting cluster 16 changes total score from -141546960.000000 to -141560480.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -51937.765625 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -51937.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -51258.562500 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -51258.56 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53767.226562 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -53767.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54643.363281 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -54643.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55227.890625 Penalty: 2215.083008
	Iteration 3Q: 3 clusters Score -55227.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55650.992188 Penalty: 2215.083008
	Iteration 4Q: 3 clusters Score -55650.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56166.398438 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -56166.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56699.234375 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -56699.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56897.503906 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -56897.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57071.902344 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -57071.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57148.738281 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -57148.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57161.203125 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -57161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57163.359375 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -57163.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57196.164062 Penalty: 2215.083008
	Iteration 12F: 3 clusters Score -57196.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57213.472656 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -57213.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57227.152344 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -57227.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57236.484375 Penalty: 2215.083008
	Iteration 15Q: 3 clusters Score -57236.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57275.449219 Penalty: 2215.083008
	Iteration 16Q: 3 clusters Score -57275.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57307.210938 Penalty: 2215.083008
	Iteration 17Q: 3 clusters Score -57307.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57325.878906 Penalty: 2215.083008
	Iteration 18Q: 3 clusters Score -57325.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57339.582031 Penalty: 2215.083008
	Iteration 19Q: 3 clusters Score -57339.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -57367.839844 Penalty: 2215.083008
	Iteration 20F: 3 clusters Score -57367.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57450.921875 Penalty: 2215.083008
	Iteration 21Q: 3 clusters Score -57450.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -57513.601562 Penalty: 2215.083008
	Iteration 22Q: 3 clusters Score -57513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -57527.890625 Penalty: 2215.083008
	Iteration 23Q: 3 clusters Score -57527.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57539.500000 Penalty: 2215.083008
	Iteration 24Q: 3 clusters Score -57539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57547.972656 Penalty: 2215.083008
	Iteration 25Q: 3 clusters Score -57547.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57555.890625 Penalty: 2215.083008
	Iteration 26Q: 3 clusters Score -57555.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57560.121094 Penalty: 2215.083008
	Iteration 27Q: 3 clusters Score -57560.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57565.378906 Penalty: 2215.083008
	Iteration 28Q: 3 clusters Score -57565.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57565.699219 Penalty: 2215.083008
	Iteration 29F: 3 clusters Score -57565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57571.632812 Penalty: 2215.083008
	Iteration 30Q: 3 clusters Score -57571.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57571.632812 Penalty: 2215.083008
	Iteration 31F: 3 clusters Score -57571.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Mstep: Class 27 contains 1403 members 
Mstep: Class 28 contains 132632 members 
Mstep: Class 29 contains 129378 members 
Mstep: Class 30 contains 405 members 
Entering Unmasked Estep 
Score: -141564784.000000 Penalty: 68059.960938
Splitting cluster 17 changes total score from -141546960.000000 to -141564784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (20388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Entering Unmasked Estep 
Score: -2464181.500000 Penalty: 1612.439087
	Iteration 0F: 2 clusters Score -2464182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2450397.000000 Penalty: 3224.878174
	Iteration 0F: 3 clusters Score -2450397 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2456323.250000 Penalty: 3224.878174
	Iteration 1F: 3 clusters Score -2456323 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2457948.250000 Penalty: 3224.878174
	Iteration 2F: 3 clusters Score -2457948 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2460296.000000 Penalty: 3224.878174
	Iteration 3F: 3 clusters Score -2460296 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2462518.500000 Penalty: 3224.878174
	Iteration 4F: 3 clusters Score -2462518 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2463757.250000 Penalty: 3224.878174
	Iteration 5F: 3 clusters Score -2463757 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2464468.250000 Penalty: 3224.878174
	Iteration 6F: 3 clusters Score -2464468 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2465003.500000 Penalty: 3224.878174
	Iteration 7Q: 3 clusters Score -2465004 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2465389.250000 Penalty: 3224.878174
	Iteration 8Q: 3 clusters Score -2465389 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2465731.000000 Penalty: 3224.878174
	Iteration 9Q: 3 clusters Score -2465731 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2465994.750000 Penalty: 3224.878174
	Iteration 10Q: 3 clusters Score -2465995 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2466222.000000 Penalty: 3224.878174
	Iteration 11Q: 3 clusters Score -2466222 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2466408.250000 Penalty: 3224.878174
	Iteration 12Q: 3 clusters Score -2466408 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2466531.250000 Penalty: 3224.878174
	Iteration 13Q: 3 clusters Score -2466531 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2466606.250000 Penalty: 3224.878174
	Iteration 14Q: 3 clusters Score -2466606 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2466669.500000 Penalty: 3224.878174
	Iteration 15Q: 3 clusters Score -2466670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2466685.250000 Penalty: 3224.878174
	Iteration 16Q: 3 clusters Score -2466685 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2466718.000000 Penalty: 3224.878174
	Iteration 17Q: 3 clusters Score -2466718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2466744.250000 Penalty: 3224.878174
	Iteration 18Q: 3 clusters Score -2466744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2466761.250000 Penalty: 3224.878174
	Iteration 19Q: 3 clusters Score -2466761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2466786.250000 Penalty: 3224.878174
	Iteration 20F: 3 clusters Score -2466786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2466789.500000 Penalty: 3224.878174
	Iteration 21Q: 3 clusters Score -2466790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2466800.750000 Penalty: 3224.878174
	Iteration 22Q: 3 clusters Score -2466801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2466814.250000 Penalty: 3224.878174
	Iteration 23Q: 3 clusters Score -2466814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2466830.000000 Penalty: 3224.878174
	Iteration 24Q: 3 clusters Score -2466830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2466830.500000 Penalty: 3224.878174
	Iteration 25Q: 3 clusters Score -2466830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2466832.250000 Penalty: 3224.878174
	Iteration 26Q: 3 clusters Score -2466832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2466834.500000 Penalty: 3224.878174
	Iteration 27Q: 3 clusters Score -2466834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2466837.250000 Penalty: 3224.878174
	Iteration 28Q: 3 clusters Score -2466837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2466838.750000 Penalty: 3224.878174
	Iteration 29Q: 3 clusters Score -2466839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2466839.250000 Penalty: 3224.878174
	Iteration 30Q: 3 clusters Score -2466839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2466836.500000 Penalty: 3224.878174
	Iteration 31Q: 3 clusters Score -2466836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2466838.750000 Penalty: 3224.878174
	Iteration 32Q: 3 clusters Score -2466839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2466840.000000 Penalty: 3224.878174
	Iteration 33Q: 3 clusters Score -2466840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2466839.750000 Penalty: 3224.878174
	Iteration 34Q: 3 clusters Score -2466840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2466843.000000 Penalty: 3224.878174
	Iteration 35Q: 3 clusters Score -2466843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2466849.750000 Penalty: 3224.878174
	Iteration 36Q: 3 clusters Score -2466850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2466855.000000 Penalty: 3224.878174
	Iteration 37Q: 3 clusters Score -2466855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2466858.000000 Penalty: 3224.878174
	Iteration 38Q: 3 clusters Score -2466858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2466857.250000 Penalty: 3224.878174
	Iteration 39Q: 3 clusters Score -2466857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2466856.750000 Penalty: 3224.878174
	Iteration 40F: 3 clusters Score -2466857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2466858.250000 Penalty: 3224.878174
	Iteration 41Q: 3 clusters Score -2466858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2466863.750000 Penalty: 3224.878174
	Iteration 42Q: 3 clusters Score -2466864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2466866.000000 Penalty: 3224.878174
	Iteration 43Q: 3 clusters Score -2466866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2466869.750000 Penalty: 3224.878174
	Iteration 44Q: 3 clusters Score -2466870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2466869.500000 Penalty: 3224.878174
	Iteration 45Q: 3 clusters Score -2466870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2466869.750000 Penalty: 3224.878174
	Iteration 46Q: 3 clusters Score -2466870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2466869.750000 Penalty: 3224.878174
	Iteration 47F: 3 clusters Score -2466870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 18725 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Mstep: Class 27 contains 1403 members 
Mstep: Class 28 contains 132632 members 
Mstep: Class 29 contains 129378 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1663 members 
Entering Unmasked Estep 
Score: -141566368.000000 Penalty: 70328.625000
Splitting cluster 18 changes total score from -141546960.000000 to -141566368.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (133283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Entering Unmasked Estep 
Score: -16836444.000000 Penalty: 1917.537354
	Iteration 0F: 2 clusters Score -1.683644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -16757741.000000 Penalty: 3835.074707
	Iteration 0F: 3 clusters Score -1.675774e+07 nChanged 64221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -16795272.000000 Penalty: 3835.074707
	Iteration 1F: 3 clusters Score -1.679527e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -16796166.000000 Penalty: 3835.074707
	Iteration 2Q: 3 clusters Score -1.679617e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -16797150.000000 Penalty: 3835.074707
	Iteration 3Q: 3 clusters Score -1.679715e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -16798490.000000 Penalty: 3835.074707
	Iteration 4Q: 3 clusters Score -1.679849e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -16800264.000000 Penalty: 3835.074707
	Iteration 5Q: 3 clusters Score -1.680026e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -16802716.000000 Penalty: 3835.074707
	Iteration 6Q: 3 clusters Score -1.680272e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -16806364.000000 Penalty: 3835.074707
	Iteration 7Q: 3 clusters Score -1.680636e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -16811564.000000 Penalty: 3835.074707
	Iteration 8F: 3 clusters Score -1.681156e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -16817668.000000 Penalty: 3835.074707
	Iteration 9F: 3 clusters Score -1.681767e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -16823218.000000 Penalty: 3835.074707
	Iteration 10F: 3 clusters Score -1.682322e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -16826226.000000 Penalty: 3835.074707
	Iteration 11Q: 3 clusters Score -1.682623e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -16827366.000000 Penalty: 3835.074707
	Iteration 12Q: 3 clusters Score -1.682737e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -16827818.000000 Penalty: 3835.074707
	Iteration 13Q: 3 clusters Score -1.682782e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -16828252.000000 Penalty: 3835.074707
	Iteration 14Q: 3 clusters Score -1.682825e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -16828610.000000 Penalty: 3835.074707
	Iteration 15Q: 3 clusters Score -1.682861e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -16828878.000000 Penalty: 3835.074707
	Iteration 16Q: 3 clusters Score -1.682888e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82656 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -16829138.000000 Penalty: 3835.074707
	Iteration 17Q: 3 clusters Score -1.682914e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -16829464.000000 Penalty: 3835.074707
	Iteration 18Q: 3 clusters Score -1.682946e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -16829786.000000 Penalty: 3835.074707
	Iteration 19Q: 3 clusters Score -1.682979e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -16829978.000000 Penalty: 3835.074707
	Iteration 20F: 3 clusters Score -1.682998e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -16830238.000000 Penalty: 3835.074707
	Iteration 21Q: 3 clusters Score -1.683024e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -16830442.000000 Penalty: 3835.074707
	Iteration 22Q: 3 clusters Score -1.683044e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -16830666.000000 Penalty: 3835.074707
	Iteration 23Q: 3 clusters Score -1.683067e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -16830888.000000 Penalty: 3835.074707
	Iteration 24Q: 3 clusters Score -1.683089e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -16831116.000000 Penalty: 3835.074707
	Iteration 25Q: 3 clusters Score -1.683112e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -16831342.000000 Penalty: 3835.074707
	Iteration 26Q: 3 clusters Score -1.683134e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -16831596.000000 Penalty: 3835.074707
	Iteration 27Q: 3 clusters Score -1.68316e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -16831778.000000 Penalty: 3835.074707
	Iteration 28Q: 3 clusters Score -1.683178e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -16831998.000000 Penalty: 3835.074707
	Iteration 29Q: 3 clusters Score -1.6832e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -16832148.000000 Penalty: 3835.074707
	Iteration 30Q: 3 clusters Score -1.683215e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -16832252.000000 Penalty: 3835.074707
	Iteration 31Q: 3 clusters Score -1.683225e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -16832432.000000 Penalty: 3835.074707
	Iteration 32Q: 3 clusters Score -1.683243e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -16832568.000000 Penalty: 3835.074707
	Iteration 33Q: 3 clusters Score -1.683257e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -16832706.000000 Penalty: 3835.074707
	Iteration 34Q: 3 clusters Score -1.683271e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -16832766.000000 Penalty: 3835.074707
	Iteration 35Q: 3 clusters Score -1.683277e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -16832932.000000 Penalty: 3835.074707
	Iteration 36Q: 3 clusters Score -1.683293e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -16833020.000000 Penalty: 3835.074707
	Iteration 37Q: 3 clusters Score -1.683302e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -16833082.000000 Penalty: 3835.074707
	Iteration 38Q: 3 clusters Score -1.683308e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -16833192.000000 Penalty: 3835.074707
	Iteration 39Q: 3 clusters Score -1.683319e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -16833194.000000 Penalty: 3835.074707
	Iteration 40F: 3 clusters Score -1.683319e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -16833266.000000 Penalty: 3835.074707
	Iteration 41Q: 3 clusters Score -1.683327e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -16833334.000000 Penalty: 3835.074707
	Iteration 42Q: 3 clusters Score -1.683333e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -16833376.000000 Penalty: 3835.074707
	Iteration 43Q: 3 clusters Score -1.683338e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -16833524.000000 Penalty: 3835.074707
	Iteration 44Q: 3 clusters Score -1.683352e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -16833602.000000 Penalty: 3835.074707
	Iteration 45Q: 3 clusters Score -1.68336e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -16833726.000000 Penalty: 3835.074707
	Iteration 46Q: 3 clusters Score -1.683373e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -16833826.000000 Penalty: 3835.074707
	Iteration 47Q: 3 clusters Score -1.683383e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -16833924.000000 Penalty: 3835.074707
	Iteration 48Q: 3 clusters Score -1.683392e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -16834030.000000 Penalty: 3835.074707
	Iteration 49Q: 3 clusters Score -1.683403e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -16834132.000000 Penalty: 3835.074707
	Iteration 50Q: 3 clusters Score -1.683413e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -16834372.000000 Penalty: 3835.074707
	Iteration 51Q: 3 clusters Score -1.683437e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -16834516.000000 Penalty: 3835.074707
	Iteration 52Q: 3 clusters Score -1.683452e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -16834608.000000 Penalty: 3835.074707
	Iteration 53Q: 3 clusters Score -1.683461e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -16834778.000000 Penalty: 3835.074707
	Iteration 54Q: 3 clusters Score -1.683478e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -16834882.000000 Penalty: 3835.074707
	Iteration 55Q: 3 clusters Score -1.683488e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -16834952.000000 Penalty: 3835.074707
	Iteration 56Q: 3 clusters Score -1.683495e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -16835088.000000 Penalty: 3835.074707
	Iteration 57Q: 3 clusters Score -1.683509e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -16835142.000000 Penalty: 3835.074707
	Iteration 58Q: 3 clusters Score -1.683514e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -16835174.000000 Penalty: 3835.074707
	Iteration 59Q: 3 clusters Score -1.683517e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -16835094.000000 Penalty: 3835.074707
	Iteration 60F: 3 clusters Score -1.683509e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110263 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -16835130.000000 Penalty: 3835.074707
	Iteration 61Q: 3 clusters Score -1.683513e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -16835148.000000 Penalty: 3835.074707
	Iteration 62Q: 3 clusters Score -1.683515e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -16835152.000000 Penalty: 3835.074707
	Iteration 63Q: 3 clusters Score -1.683515e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -16835190.000000 Penalty: 3835.074707
	Iteration 64Q: 3 clusters Score -1.683519e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112567 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -16835294.000000 Penalty: 3835.074707
	Iteration 65Q: 3 clusters Score -1.683529e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -16835230.000000 Penalty: 3835.074707
	Iteration 66Q: 3 clusters Score -1.683523e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -16835236.000000 Penalty: 3835.074707
	Iteration 67Q: 3 clusters Score -1.683524e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114042 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -16835238.000000 Penalty: 3835.074707
	Iteration 68Q: 3 clusters Score -1.683524e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -16835260.000000 Penalty: 3835.074707
	Iteration 69Q: 3 clusters Score -1.683526e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -16835266.000000 Penalty: 3835.074707
	Iteration 70Q: 3 clusters Score -1.683527e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115240 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -16835234.000000 Penalty: 3835.074707
	Iteration 71Q: 3 clusters Score -1.683523e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -16835258.000000 Penalty: 3835.074707
	Iteration 72Q: 3 clusters Score -1.683526e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -16835290.000000 Penalty: 3835.074707
	Iteration 73Q: 3 clusters Score -1.683529e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -16835376.000000 Penalty: 3835.074707
	Iteration 74Q: 3 clusters Score -1.683538e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -16835392.000000 Penalty: 3835.074707
	Iteration 75Q: 3 clusters Score -1.683539e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116651 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -16835424.000000 Penalty: 3835.074707
	Iteration 76Q: 3 clusters Score -1.683542e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -16835432.000000 Penalty: 3835.074707
	Iteration 77Q: 3 clusters Score -1.683543e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -16835450.000000 Penalty: 3835.074707
	Iteration 78Q: 3 clusters Score -1.683545e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -16835464.000000 Penalty: 3835.074707
	Iteration 79Q: 3 clusters Score -1.683546e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -16835466.000000 Penalty: 3835.074707
	Iteration 80F: 3 clusters Score -1.683547e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -16835496.000000 Penalty: 3835.074707
	Iteration 81Q: 3 clusters Score -1.68355e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -16835506.000000 Penalty: 3835.074707
	Iteration 82Q: 3 clusters Score -1.683551e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118049 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -16835492.000000 Penalty: 3835.074707
	Iteration 83Q: 3 clusters Score -1.683549e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -16835496.000000 Penalty: 3835.074707
	Iteration 84Q: 3 clusters Score -1.68355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -16835470.000000 Penalty: 3835.074707
	Iteration 85Q: 3 clusters Score -1.683547e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118469 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -16835464.000000 Penalty: 3835.074707
	Iteration 86Q: 3 clusters Score -1.683546e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -16835448.000000 Penalty: 3835.074707
	Iteration 87Q: 3 clusters Score -1.683545e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -16835470.000000 Penalty: 3835.074707
	Iteration 88Q: 3 clusters Score -1.683547e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -16835478.000000 Penalty: 3835.074707
	Iteration 89Q: 3 clusters Score -1.683548e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -16835450.000000 Penalty: 3835.074707
	Iteration 90Q: 3 clusters Score -1.683545e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118986 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -16835476.000000 Penalty: 3835.074707
	Iteration 91Q: 3 clusters Score -1.683548e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -16835470.000000 Penalty: 3835.074707
	Iteration 92Q: 3 clusters Score -1.683547e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -16835492.000000 Penalty: 3835.074707
	Iteration 93Q: 3 clusters Score -1.683549e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -16835552.000000 Penalty: 3835.074707
	Iteration 94Q: 3 clusters Score -1.683555e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -16835556.000000 Penalty: 3835.074707
	Iteration 95Q: 3 clusters Score -1.683556e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119488 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -16835602.000000 Penalty: 3835.074707
	Iteration 96Q: 3 clusters Score -1.68356e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119599 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -16835634.000000 Penalty: 3835.074707
	Iteration 97Q: 3 clusters Score -1.683563e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -16835620.000000 Penalty: 3835.074707
	Iteration 98Q: 3 clusters Score -1.683562e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -16835636.000000 Penalty: 3835.074707
	Iteration 99Q: 3 clusters Score -1.683564e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119846 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -16835652.000000 Penalty: 3835.074707
	Iteration 100F: 3 clusters Score -1.683565e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -16835642.000000 Penalty: 3835.074707
	Iteration 101Q: 3 clusters Score -1.683564e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120044 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -16835632.000000 Penalty: 3835.074707
	Iteration 102Q: 3 clusters Score -1.683563e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120151 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -16835602.000000 Penalty: 3835.074707
	Iteration 103Q: 3 clusters Score -1.68356e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -16835614.000000 Penalty: 3835.074707
	Iteration 104Q: 3 clusters Score -1.683561e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -16835596.000000 Penalty: 3835.074707
	Iteration 105Q: 3 clusters Score -1.68356e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -16835626.000000 Penalty: 3835.074707
	Iteration 106Q: 3 clusters Score -1.683563e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -16835632.000000 Penalty: 3835.074707
	Iteration 107Q: 3 clusters Score -1.683563e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120661 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -16835610.000000 Penalty: 3835.074707
	Iteration 108Q: 3 clusters Score -1.683561e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -16835628.000000 Penalty: 3835.074707
	Iteration 109Q: 3 clusters Score -1.683563e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -16835618.000000 Penalty: 3835.074707
	Iteration 110Q: 3 clusters Score -1.683562e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120927 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -16835634.000000 Penalty: 3835.074707
	Iteration 111Q: 3 clusters Score -1.683563e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121010 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -16835650.000000 Penalty: 3835.074707
	Iteration 112Q: 3 clusters Score -1.683565e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -16835644.000000 Penalty: 3835.074707
	Iteration 113Q: 3 clusters Score -1.683564e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121148 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -16835638.000000 Penalty: 3835.074707
	Iteration 114Q: 3 clusters Score -1.683564e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121224 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -16835650.000000 Penalty: 3835.074707
	Iteration 115Q: 3 clusters Score -1.683565e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121307 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -16835672.000000 Penalty: 3835.074707
	Iteration 116Q: 3 clusters Score -1.683567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -16835694.000000 Penalty: 3835.074707
	Iteration 117Q: 3 clusters Score -1.683569e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -16835668.000000 Penalty: 3835.074707
	Iteration 118Q: 3 clusters Score -1.683567e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121520 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -16835672.000000 Penalty: 3835.074707
	Iteration 119Q: 3 clusters Score -1.683567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121555 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -16835646.000000 Penalty: 3835.074707
	Iteration 120F: 3 clusters Score -1.683565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -16835670.000000 Penalty: 3835.074707
	Iteration 121Q: 3 clusters Score -1.683567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121624 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -16835672.000000 Penalty: 3835.074707
	Iteration 122Q: 3 clusters Score -1.683567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -16835692.000000 Penalty: 3835.074707
	Iteration 123Q: 3 clusters Score -1.683569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -16835694.000000 Penalty: 3835.074707
	Iteration 124Q: 3 clusters Score -1.683569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -16835690.000000 Penalty: 3835.074707
	Iteration 125Q: 3 clusters Score -1.683569e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -16835710.000000 Penalty: 3835.074707
	Iteration 126Q: 3 clusters Score -1.683571e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -16835752.000000 Penalty: 3835.074707
	Iteration 127Q: 3 clusters Score -1.683575e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -16835750.000000 Penalty: 3835.074707
	Iteration 128Q: 3 clusters Score -1.683575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -16835748.000000 Penalty: 3835.074707
	Iteration 129Q: 3 clusters Score -1.683575e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -16835774.000000 Penalty: 3835.074707
	Iteration 130Q: 3 clusters Score -1.683577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -16835768.000000 Penalty: 3835.074707
	Iteration 131Q: 3 clusters Score -1.683577e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122208 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -16835782.000000 Penalty: 3835.074707
	Iteration 132Q: 3 clusters Score -1.683578e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -16835774.000000 Penalty: 3835.074707
	Iteration 133Q: 3 clusters Score -1.683577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122356 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -16835776.000000 Penalty: 3835.074707
	Iteration 134Q: 3 clusters Score -1.683578e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122418 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -16835790.000000 Penalty: 3835.074707
	Iteration 135Q: 3 clusters Score -1.683579e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122472 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -16835804.000000 Penalty: 3835.074707
	Iteration 136Q: 3 clusters Score -1.68358e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -16835802.000000 Penalty: 3835.074707
	Iteration 137Q: 3 clusters Score -1.68358e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -16835812.000000 Penalty: 3835.074707
	Iteration 138Q: 3 clusters Score -1.683581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122607 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -16835814.000000 Penalty: 3835.074707
	Iteration 139Q: 3 clusters Score -1.683581e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -16835820.000000 Penalty: 3835.074707
	Iteration 140F: 3 clusters Score -1.683582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122681 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -16835852.000000 Penalty: 3835.074707
	Iteration 141Q: 3 clusters Score -1.683585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122718 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -16835856.000000 Penalty: 3835.074707
	Iteration 142Q: 3 clusters Score -1.683586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122759 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -16835848.000000 Penalty: 3835.074707
	Iteration 143Q: 3 clusters Score -1.683585e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -16835844.000000 Penalty: 3835.074707
	Iteration 144Q: 3 clusters Score -1.683584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -16835876.000000 Penalty: 3835.074707
	Iteration 145Q: 3 clusters Score -1.683588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122858 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -16835892.000000 Penalty: 3835.074707
	Iteration 146Q: 3 clusters Score -1.683589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122892 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -16835898.000000 Penalty: 3835.074707
	Iteration 147Q: 3 clusters Score -1.68359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122921 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -16835926.000000 Penalty: 3835.074707
	Iteration 148Q: 3 clusters Score -1.683593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -16835940.000000 Penalty: 3835.074707
	Iteration 149Q: 3 clusters Score -1.683594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122988 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -16835930.000000 Penalty: 3835.074707
	Iteration 150Q: 3 clusters Score -1.683593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -16835914.000000 Penalty: 3835.074707
	Iteration 151Q: 3 clusters Score -1.683591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -16835894.000000 Penalty: 3835.074707
	Iteration 152Q: 3 clusters Score -1.683589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -16835912.000000 Penalty: 3835.074707
	Iteration 153Q: 3 clusters Score -1.683591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -16835908.000000 Penalty: 3835.074707
	Iteration 154Q: 3 clusters Score -1.683591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -16835884.000000 Penalty: 3835.074707
	Iteration 155Q: 3 clusters Score -1.683588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -16835892.000000 Penalty: 3835.074707
	Iteration 156Q: 3 clusters Score -1.683589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -16835896.000000 Penalty: 3835.074707
	Iteration 157Q: 3 clusters Score -1.68359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -16835878.000000 Penalty: 3835.074707
	Iteration 158Q: 3 clusters Score -1.683588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123271 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -16835870.000000 Penalty: 3835.074707
	Iteration 159Q: 3 clusters Score -1.683587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123293 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -16835874.000000 Penalty: 3835.074707
	Iteration 160F: 3 clusters Score -1.683587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -16835874.000000 Penalty: 3835.074707
	Iteration 161Q: 3 clusters Score -1.683587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123348 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -16835878.000000 Penalty: 3835.074707
	Iteration 162Q: 3 clusters Score -1.683588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -16835884.000000 Penalty: 3835.074707
	Iteration 163Q: 3 clusters Score -1.683588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123398 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -16835886.000000 Penalty: 3835.074707
	Iteration 164Q: 3 clusters Score -1.683589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -16835888.000000 Penalty: 3835.074707
	Iteration 165Q: 3 clusters Score -1.683589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123443 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -16835884.000000 Penalty: 3835.074707
	Iteration 166Q: 3 clusters Score -1.683588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123470 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -16835890.000000 Penalty: 3835.074707
	Iteration 167Q: 3 clusters Score -1.683589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123492 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -16835882.000000 Penalty: 3835.074707
	Iteration 168Q: 3 clusters Score -1.683588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -16835910.000000 Penalty: 3835.074707
	Iteration 169Q: 3 clusters Score -1.683591e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123545 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -16835936.000000 Penalty: 3835.074707
	Iteration 170Q: 3 clusters Score -1.683594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 171Q: 3 clusters Score -1.683595e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -16835938.000000 Penalty: 3835.074707
	Iteration 172Q: 3 clusters Score -1.683594e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123647 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -16835924.000000 Penalty: 3835.074707
	Iteration 173Q: 3 clusters Score -1.683592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -16835928.000000 Penalty: 3835.074707
	Iteration 174Q: 3 clusters Score -1.683593e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123716 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -16835952.000000 Penalty: 3835.074707
	Iteration 175Q: 3 clusters Score -1.683595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -16835956.000000 Penalty: 3835.074707
	Iteration 176Q: 3 clusters Score -1.683596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -16835944.000000 Penalty: 3835.074707
	Iteration 177Q: 3 clusters Score -1.683594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -16835952.000000 Penalty: 3835.074707
	Iteration 178Q: 3 clusters Score -1.683595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123818 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -16835976.000000 Penalty: 3835.074707
	Iteration 179Q: 3 clusters Score -1.683598e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -16835980.000000 Penalty: 3835.074707
	Iteration 180F: 3 clusters Score -1.683598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123875 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -16836018.000000 Penalty: 3835.074707
	Iteration 181Q: 3 clusters Score -1.683602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -16836020.000000 Penalty: 3835.074707
	Iteration 182Q: 3 clusters Score -1.683602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123937 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -16836022.000000 Penalty: 3835.074707
	Iteration 183Q: 3 clusters Score -1.683602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123971 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -16836014.000000 Penalty: 3835.074707
	Iteration 184Q: 3 clusters Score -1.683601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124000 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -16836036.000000 Penalty: 3835.074707
	Iteration 185Q: 3 clusters Score -1.683604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124022 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -16836036.000000 Penalty: 3835.074707
	Iteration 186Q: 3 clusters Score -1.683604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -16836024.000000 Penalty: 3835.074707
	Iteration 187Q: 3 clusters Score -1.683602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -16836046.000000 Penalty: 3835.074707
	Iteration 188Q: 3 clusters Score -1.683605e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124129 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -16836044.000000 Penalty: 3835.074707
	Iteration 189Q: 3 clusters Score -1.683604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124164 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -16836026.000000 Penalty: 3835.074707
	Iteration 190Q: 3 clusters Score -1.683603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -16836046.000000 Penalty: 3835.074707
	Iteration 191Q: 3 clusters Score -1.683605e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124231 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -16836040.000000 Penalty: 3835.074707
	Iteration 192Q: 3 clusters Score -1.683604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -16836018.000000 Penalty: 3835.074707
	Iteration 193Q: 3 clusters Score -1.683602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -16836002.000000 Penalty: 3835.074707
	Iteration 194Q: 3 clusters Score -1.6836e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124368 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -16835998.000000 Penalty: 3835.074707
	Iteration 195Q: 3 clusters Score -1.6836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124398 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -16836008.000000 Penalty: 3835.074707
	Iteration 196Q: 3 clusters Score -1.683601e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -16836008.000000 Penalty: 3835.074707
	Iteration 197Q: 3 clusters Score -1.683601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124455 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -16836004.000000 Penalty: 3835.074707
	Iteration 198Q: 3 clusters Score -1.6836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124476 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -16836000.000000 Penalty: 3835.074707
	Iteration 199Q: 3 clusters Score -1.6836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124502 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -16835976.000000 Penalty: 3835.074707
	Iteration 200F: 3 clusters Score -1.683598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124518 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -16835966.000000 Penalty: 3835.074707
	Iteration 201Q: 3 clusters Score -1.683597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124537 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 202Q: 3 clusters Score -1.683596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -16835952.000000 Penalty: 3835.074707
	Iteration 203Q: 3 clusters Score -1.683595e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -16835972.000000 Penalty: 3835.074707
	Iteration 204Q: 3 clusters Score -1.683597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -16835970.000000 Penalty: 3835.074707
	Iteration 205Q: 3 clusters Score -1.683597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124620 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -16835986.000000 Penalty: 3835.074707
	Iteration 206Q: 3 clusters Score -1.683599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124644 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -16836008.000000 Penalty: 3835.074707
	Iteration 207Q: 3 clusters Score -1.683601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -16836008.000000 Penalty: 3835.074707
	Iteration 208Q: 3 clusters Score -1.683601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124697 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -16836004.000000 Penalty: 3835.074707
	Iteration 209Q: 3 clusters Score -1.6836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -16835980.000000 Penalty: 3835.074707
	Iteration 210Q: 3 clusters Score -1.683598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -16835996.000000 Penalty: 3835.074707
	Iteration 211Q: 3 clusters Score -1.6836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124775 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -16835990.000000 Penalty: 3835.074707
	Iteration 212Q: 3 clusters Score -1.683599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124792 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -16835968.000000 Penalty: 3835.074707
	Iteration 213Q: 3 clusters Score -1.683597e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124824 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -16835986.000000 Penalty: 3835.074707
	Iteration 214Q: 3 clusters Score -1.683599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124851 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -16835970.000000 Penalty: 3835.074707
	Iteration 215Q: 3 clusters Score -1.683597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -16835950.000000 Penalty: 3835.074707
	Iteration 216Q: 3 clusters Score -1.683595e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124897 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -16835966.000000 Penalty: 3835.074707
	Iteration 217Q: 3 clusters Score -1.683597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124913 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -16835966.000000 Penalty: 3835.074707
	Iteration 218Q: 3 clusters Score -1.683597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -16835970.000000 Penalty: 3835.074707
	Iteration 219Q: 3 clusters Score -1.683597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124937 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -16835968.000000 Penalty: 3835.074707
	Iteration 220F: 3 clusters Score -1.683597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124951 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -16835978.000000 Penalty: 3835.074707
	Iteration 221Q: 3 clusters Score -1.683598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -16835974.000000 Penalty: 3835.074707
	Iteration 222Q: 3 clusters Score -1.683597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -16835982.000000 Penalty: 3835.074707
	Iteration 223Q: 3 clusters Score -1.683598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124986 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -16835984.000000 Penalty: 3835.074707
	Iteration 224Q: 3 clusters Score -1.683598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -16835976.000000 Penalty: 3835.074707
	Iteration 225Q: 3 clusters Score -1.683598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -16835988.000000 Penalty: 3835.074707
	Iteration 226Q: 3 clusters Score -1.683599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -16835992.000000 Penalty: 3835.074707
	Iteration 227Q: 3 clusters Score -1.683599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -16835980.000000 Penalty: 3835.074707
	Iteration 228Q: 3 clusters Score -1.683598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125067 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -16835970.000000 Penalty: 3835.074707
	Iteration 229Q: 3 clusters Score -1.683597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -16835966.000000 Penalty: 3835.074707
	Iteration 230Q: 3 clusters Score -1.683597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -16835976.000000 Penalty: 3835.074707
	Iteration 231Q: 3 clusters Score -1.683598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -16835978.000000 Penalty: 3835.074707
	Iteration 232Q: 3 clusters Score -1.683598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125129 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -16835962.000000 Penalty: 3835.074707
	Iteration 233Q: 3 clusters Score -1.683596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125147 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 234Q: 3 clusters Score -1.683596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125161 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 235Q: 3 clusters Score -1.683595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125165 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -16835962.000000 Penalty: 3835.074707
	Iteration 236Q: 3 clusters Score -1.683596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -16835954.000000 Penalty: 3835.074707
	Iteration 237Q: 3 clusters Score -1.683595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125185 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -16835948.000000 Penalty: 3835.074707
	Iteration 238Q: 3 clusters Score -1.683595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -16835944.000000 Penalty: 3835.074707
	Iteration 239Q: 3 clusters Score -1.683594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -16835960.000000 Penalty: 3835.074707
	Iteration 240F: 3 clusters Score -1.683596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125215 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -16835954.000000 Penalty: 3835.074707
	Iteration 241Q: 3 clusters Score -1.683595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125226 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -16835962.000000 Penalty: 3835.074707
	Iteration 242Q: 3 clusters Score -1.683596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 243Q: 3 clusters Score -1.683596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125243 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -16835956.000000 Penalty: 3835.074707
	Iteration 244Q: 3 clusters Score -1.683596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -16835962.000000 Penalty: 3835.074707
	Iteration 245Q: 3 clusters Score -1.683596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -16835960.000000 Penalty: 3835.074707
	Iteration 246Q: 3 clusters Score -1.683596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125264 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -16835956.000000 Penalty: 3835.074707
	Iteration 247Q: 3 clusters Score -1.683596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125269 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -16835966.000000 Penalty: 3835.074707
	Iteration 248Q: 3 clusters Score -1.683597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 249Q: 3 clusters Score -1.683596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -16835970.000000 Penalty: 3835.074707
	Iteration 250Q: 3 clusters Score -1.683597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -16835956.000000 Penalty: 3835.074707
	Iteration 251Q: 3 clusters Score -1.683596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125312 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 252Q: 3 clusters Score -1.683595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125328 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -16835948.000000 Penalty: 3835.074707
	Iteration 253Q: 3 clusters Score -1.683595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 254Q: 3 clusters Score -1.683595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 255Q: 3 clusters Score -1.683596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125350 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -16835956.000000 Penalty: 3835.074707
	Iteration 256Q: 3 clusters Score -1.683596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125357 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 257Q: 3 clusters Score -1.683596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125367 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -16835944.000000 Penalty: 3835.074707
	Iteration 258Q: 3 clusters Score -1.683594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -16835954.000000 Penalty: 3835.074707
	Iteration 259Q: 3 clusters Score -1.683595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -16835960.000000 Penalty: 3835.074707
	Iteration 260F: 3 clusters Score -1.683596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -16835952.000000 Penalty: 3835.074707
	Iteration 261Q: 3 clusters Score -1.683595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125411 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -16835950.000000 Penalty: 3835.074707
	Iteration 262Q: 3 clusters Score -1.683595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -16835952.000000 Penalty: 3835.074707
	Iteration 263Q: 3 clusters Score -1.683595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 264Q: 3 clusters Score -1.683595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -16835956.000000 Penalty: 3835.074707
	Iteration 265Q: 3 clusters Score -1.683596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125468 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -16835938.000000 Penalty: 3835.074707
	Iteration 266Q: 3 clusters Score -1.683594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -16835930.000000 Penalty: 3835.074707
	Iteration 267Q: 3 clusters Score -1.683593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125511 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -16835938.000000 Penalty: 3835.074707
	Iteration 268Q: 3 clusters Score -1.683594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 269Q: 3 clusters Score -1.683596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125544 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -16835958.000000 Penalty: 3835.074707
	Iteration 270Q: 3 clusters Score -1.683596e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -16835944.000000 Penalty: 3835.074707
	Iteration 271Q: 3 clusters Score -1.683594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125597 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -16835918.000000 Penalty: 3835.074707
	Iteration 272Q: 3 clusters Score -1.683592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125618 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -16835918.000000 Penalty: 3835.074707
	Iteration 273Q: 3 clusters Score -1.683592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -16835922.000000 Penalty: 3835.074707
	Iteration 274Q: 3 clusters Score -1.683592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -16835948.000000 Penalty: 3835.074707
	Iteration 275Q: 3 clusters Score -1.683595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -16835938.000000 Penalty: 3835.074707
	Iteration 276Q: 3 clusters Score -1.683594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -16835934.000000 Penalty: 3835.074707
	Iteration 277Q: 3 clusters Score -1.683593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125743 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -16835936.000000 Penalty: 3835.074707
	Iteration 278Q: 3 clusters Score -1.683594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125763 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -16835936.000000 Penalty: 3835.074707
	Iteration 279Q: 3 clusters Score -1.683594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125778 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -16835936.000000 Penalty: 3835.074707
	Iteration 280F: 3 clusters Score -1.683594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -16835930.000000 Penalty: 3835.074707
	Iteration 281Q: 3 clusters Score -1.683593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -16835922.000000 Penalty: 3835.074707
	Iteration 282Q: 3 clusters Score -1.683592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125814 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -16835934.000000 Penalty: 3835.074707
	Iteration 283Q: 3 clusters Score -1.683593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125818 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -16835930.000000 Penalty: 3835.074707
	Iteration 284Q: 3 clusters Score -1.683593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125820 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -16835932.000000 Penalty: 3835.074707
	Iteration 285Q: 3 clusters Score -1.683593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -16835934.000000 Penalty: 3835.074707
	Iteration 286Q: 3 clusters Score -1.683593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -16835924.000000 Penalty: 3835.074707
	Iteration 287Q: 3 clusters Score -1.683592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -16835932.000000 Penalty: 3835.074707
	Iteration 288Q: 3 clusters Score -1.683593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125844 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -16835934.000000 Penalty: 3835.074707
	Iteration 289Q: 3 clusters Score -1.683593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -16835940.000000 Penalty: 3835.074707
	Iteration 290Q: 3 clusters Score -1.683594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -16835942.000000 Penalty: 3835.074707
	Iteration 291Q: 3 clusters Score -1.683594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125859 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -16835948.000000 Penalty: 3835.074707
	Iteration 292Q: 3 clusters Score -1.683595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 293Q: 3 clusters Score -1.683595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -16835938.000000 Penalty: 3835.074707
	Iteration 294Q: 3 clusters Score -1.683594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -16835938.000000 Penalty: 3835.074707
	Iteration 295Q: 3 clusters Score -1.683594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125881 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -16835942.000000 Penalty: 3835.074707
	Iteration 296Q: 3 clusters Score -1.683594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -16835942.000000 Penalty: 3835.074707
	Iteration 297Q: 3 clusters Score -1.683594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -16835944.000000 Penalty: 3835.074707
	Iteration 298Q: 3 clusters Score -1.683594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 299Q: 3 clusters Score -1.683595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -16835946.000000 Penalty: 3835.074707
	Iteration 300F: 3 clusters Score -1.683595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125890 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -16835948.000000 Penalty: 3835.074707
	Iteration 301Q: 3 clusters Score -1.683595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125893 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -16835938.000000 Penalty: 3835.074707
	Iteration 302Q: 3 clusters Score -1.683594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -16835944.000000 Penalty: 3835.074707
	Iteration 303Q: 3 clusters Score -1.683594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -16835932.000000 Penalty: 3835.074707
	Iteration 304Q: 3 clusters Score -1.683593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125909 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -16835930.000000 Penalty: 3835.074707
	Iteration 305Q: 3 clusters Score -1.683593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125914 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -16835930.000000 Penalty: 3835.074707
	Iteration 306Q: 3 clusters Score -1.683593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -16835928.000000 Penalty: 3835.074707
	Iteration 307Q: 3 clusters Score -1.683593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -16835932.000000 Penalty: 3835.074707
	Iteration 308Q: 3 clusters Score -1.683593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -16835932.000000 Penalty: 3835.074707
	Iteration 309F: 3 clusters Score -1.683593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -584643.625000 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -584643.6 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 2423 members 
Entering Unmasked Estep 
Score: -580747.562500 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -580747.6 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -581845.937500 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -581845.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -582004.062500 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -582004.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -582122.875000 Penalty: 2755.294189
	Iteration 3F: 3 clusters Score -582122.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -582252.437500 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -582252.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -582385.625000 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -582385.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -582525.187500 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -582525.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -582691.875000 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -582691.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -582909.937500 Penalty: 2755.294189
	Iteration 8F: 3 clusters Score -582909.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -583093.000000 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -583093 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -583246.500000 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -583246.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -583384.312500 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -583384.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -583491.875000 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -583491.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -583566.375000 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -583566.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -583611.500000 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -583611.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -583650.437500 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -583650.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -583679.750000 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -583679.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -583699.125000 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -583699.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -583711.750000 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -583711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -583718.875000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -583718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -583723.125000 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -583723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -583728.062500 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -583728.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -583732.500000 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -583732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -583733.062500 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -583733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -583734.687500 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -583734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -583737.062500 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -583737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -583739.750000 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -583739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -583741.375000 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -583741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -583741.500000 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -583741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -583741.500000 Penalty: 2755.294189
	Iteration 29F: 3 clusters Score -583741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -69674.132812 Penalty: 1111.762573
	Iteration 0F: 2 clusters Score -69674.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68517.273438 Penalty: 2223.525146
	Iteration 0F: 3 clusters Score -68517.27 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69384.593750 Penalty: 2223.525146
	Iteration 1F: 3 clusters Score -69384.59 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69978.406250 Penalty: 2223.525146
	Iteration 2F: 3 clusters Score -69978.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70465.132812 Penalty: 2223.525146
	Iteration 3F: 3 clusters Score -70465.13 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -71808.968750 Penalty: 2223.525146
	Iteration 4F: 3 clusters Score -71808.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -73551.921875 Penalty: 2223.525146
	Iteration 5F: 3 clusters Score -73551.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73920.757812 Penalty: 2223.525146
	Iteration 6Q: 3 clusters Score -73920.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -74127.195312 Penalty: 2223.525146
	Iteration 7Q: 3 clusters Score -74127.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -74200.117188 Penalty: 2223.525146
	Iteration 8Q: 3 clusters Score -74200.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -74239.531250 Penalty: 2223.525146
	Iteration 9Q: 3 clusters Score -74239.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74265.671875 Penalty: 2223.525146
	Iteration 10Q: 3 clusters Score -74265.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -74277.179688 Penalty: 2223.525146
	Iteration 11Q: 3 clusters Score -74277.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74287.132812 Penalty: 2223.525146
	Iteration 12Q: 3 clusters Score -74287.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74292.000000 Penalty: 2223.525146
	Iteration 13Q: 3 clusters Score -74292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74292.000000 Penalty: 2223.525146
	Iteration 14F: 3 clusters Score -74292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 18725 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 136733 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Mstep: Class 27 contains 1403 members 
Mstep: Class 28 contains 132632 members 
Mstep: Class 29 contains 129378 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1663 members 
Mstep: Class 32 contains 517 members 
Entering Unmasked Estep 
Score: -141569424.000000 Penalty: 72597.289062
Splitting cluster 21 changes total score from -141546960.000000 to -141569424.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (136733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Entering Unmasked Estep 
Score: -17096504.000000 Penalty: 1921.690186
	Iteration 0F: 2 clusters Score -1.70965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68162 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -17016860.000000 Penalty: 3843.380371
	Iteration 0F: 3 clusters Score -1.701686e+07 nChanged 65782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -17056548.000000 Penalty: 3843.380371
	Iteration 1F: 3 clusters Score -1.705655e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -17058474.000000 Penalty: 3843.380371
	Iteration 2Q: 3 clusters Score -1.705847e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -17061306.000000 Penalty: 3843.380371
	Iteration 3Q: 3 clusters Score -1.706131e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -17064880.000000 Penalty: 3843.380371
	Iteration 4F: 3 clusters Score -1.706488e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -17069426.000000 Penalty: 3843.380371
	Iteration 5F: 3 clusters Score -1.706943e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -17074570.000000 Penalty: 3843.380371
	Iteration 6F: 3 clusters Score -1.707457e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -17080040.000000 Penalty: 3843.380371
	Iteration 7F: 3 clusters Score -1.708004e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -17085040.000000 Penalty: 3843.380371
	Iteration 8F: 3 clusters Score -1.708504e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -17088588.000000 Penalty: 3843.380371
	Iteration 9Q: 3 clusters Score -1.708859e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -17090352.000000 Penalty: 3843.380371
	Iteration 10Q: 3 clusters Score -1.709035e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -17091278.000000 Penalty: 3843.380371
	Iteration 11Q: 3 clusters Score -1.709128e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -17091880.000000 Penalty: 3843.380371
	Iteration 12Q: 3 clusters Score -1.709188e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -17092448.000000 Penalty: 3843.380371
	Iteration 13Q: 3 clusters Score -1.709245e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -17092820.000000 Penalty: 3843.380371
	Iteration 14Q: 3 clusters Score -1.709282e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -17093310.000000 Penalty: 3843.380371
	Iteration 15Q: 3 clusters Score -1.709331e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -17093676.000000 Penalty: 3843.380371
	Iteration 16Q: 3 clusters Score -1.709368e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -17093960.000000 Penalty: 3843.380371
	Iteration 17Q: 3 clusters Score -1.709396e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -17094382.000000 Penalty: 3843.380371
	Iteration 18Q: 3 clusters Score -1.709438e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -17094796.000000 Penalty: 3843.380371
	Iteration 19Q: 3 clusters Score -1.70948e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -17095150.000000 Penalty: 3843.380371
	Iteration 20F: 3 clusters Score -1.709515e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -17095558.000000 Penalty: 3843.380371
	Iteration 21Q: 3 clusters Score -1.709556e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -17096054.000000 Penalty: 3843.380371
	Iteration 22Q: 3 clusters Score -1.709605e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -17096668.000000 Penalty: 3843.380371
	Iteration 23Q: 3 clusters Score -1.709667e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -17097376.000000 Penalty: 3843.380371
	Iteration 24Q: 3 clusters Score -1.709738e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -17098326.000000 Penalty: 3843.380371
	Iteration 25Q: 3 clusters Score -1.709833e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -17099172.000000 Penalty: 3843.380371
	Iteration 26Q: 3 clusters Score -1.709917e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -17100182.000000 Penalty: 3843.380371
	Iteration 27Q: 3 clusters Score -1.710018e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -17101074.000000 Penalty: 3843.380371
	Iteration 28Q: 3 clusters Score -1.710107e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -17101962.000000 Penalty: 3843.380371
	Iteration 29Q: 3 clusters Score -1.710196e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 93865 members 
Entering Unmasked Estep 
Score: -17102706.000000 Penalty: 3843.380371
	Iteration 30Q: 3 clusters Score -1.710271e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -17103386.000000 Penalty: 3843.380371
	Iteration 31Q: 3 clusters Score -1.710339e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -17103910.000000 Penalty: 3843.380371
	Iteration 32Q: 3 clusters Score -1.710391e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 97570 members 
Entering Unmasked Estep 
Score: -17104300.000000 Penalty: 3843.380371
	Iteration 33Q: 3 clusters Score -1.71043e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -17104600.000000 Penalty: 3843.380371
	Iteration 34Q: 3 clusters Score -1.71046e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -17104738.000000 Penalty: 3843.380371
	Iteration 35Q: 3 clusters Score -1.710474e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -17104790.000000 Penalty: 3843.380371
	Iteration 36Q: 3 clusters Score -1.710479e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -17104884.000000 Penalty: 3843.380371
	Iteration 37Q: 3 clusters Score -1.710488e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -17104986.000000 Penalty: 3843.380371
	Iteration 38Q: 3 clusters Score -1.710499e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -17105008.000000 Penalty: 3843.380371
	Iteration 39Q: 3 clusters Score -1.710501e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -17105076.000000 Penalty: 3843.380371
	Iteration 40F: 3 clusters Score -1.710508e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -17105126.000000 Penalty: 3843.380371
	Iteration 41Q: 3 clusters Score -1.710513e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 102680 members 
Entering Unmasked Estep 
Score: -17105118.000000 Penalty: 3843.380371
	Iteration 42Q: 3 clusters Score -1.710512e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -17105128.000000 Penalty: 3843.380371
	Iteration 43Q: 3 clusters Score -1.710513e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -17105156.000000 Penalty: 3843.380371
	Iteration 44Q: 3 clusters Score -1.710516e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -17105150.000000 Penalty: 3843.380371
	Iteration 45Q: 3 clusters Score -1.710515e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 103697 members 
Entering Unmasked Estep 
Score: -17105164.000000 Penalty: 3843.380371
	Iteration 46Q: 3 clusters Score -1.710516e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -17105156.000000 Penalty: 3843.380371
	Iteration 47Q: 3 clusters Score -1.710516e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -17105126.000000 Penalty: 3843.380371
	Iteration 48Q: 3 clusters Score -1.710513e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -17105156.000000 Penalty: 3843.380371
	Iteration 49Q: 3 clusters Score -1.710516e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -17105172.000000 Penalty: 3843.380371
	Iteration 50Q: 3 clusters Score -1.710517e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -17105144.000000 Penalty: 3843.380371
	Iteration 51Q: 3 clusters Score -1.710514e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -17105206.000000 Penalty: 3843.380371
	Iteration 52Q: 3 clusters Score -1.710521e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -17105192.000000 Penalty: 3843.380371
	Iteration 53Q: 3 clusters Score -1.710519e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -17105206.000000 Penalty: 3843.380371
	Iteration 54Q: 3 clusters Score -1.710521e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -17105184.000000 Penalty: 3843.380371
	Iteration 55Q: 3 clusters Score -1.710518e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -17105142.000000 Penalty: 3843.380371
	Iteration 56Q: 3 clusters Score -1.710514e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -17105118.000000 Penalty: 3843.380371
	Iteration 57Q: 3 clusters Score -1.710512e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -17105116.000000 Penalty: 3843.380371
	Iteration 58Q: 3 clusters Score -1.710512e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 105891 members 
Entering Unmasked Estep 
Score: -17105128.000000 Penalty: 3843.380371
	Iteration 59Q: 3 clusters Score -1.710513e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -17105106.000000 Penalty: 3843.380371
	Iteration 60F: 3 clusters Score -1.710511e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -17105066.000000 Penalty: 3843.380371
	Iteration 61Q: 3 clusters Score -1.710507e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -17105048.000000 Penalty: 3843.380371
	Iteration 62Q: 3 clusters Score -1.710505e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 106312 members 
Entering Unmasked Estep 
Score: -17105044.000000 Penalty: 3843.380371
	Iteration 63Q: 3 clusters Score -1.710504e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -17105038.000000 Penalty: 3843.380371
	Iteration 64Q: 3 clusters Score -1.710504e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -17105030.000000 Penalty: 3843.380371
	Iteration 65Q: 3 clusters Score -1.710503e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -17104996.000000 Penalty: 3843.380371
	Iteration 66Q: 3 clusters Score -1.7105e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -17105006.000000 Penalty: 3843.380371
	Iteration 67Q: 3 clusters Score -1.710501e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 106708 members 
Entering Unmasked Estep 
Score: -17105022.000000 Penalty: 3843.380371
	Iteration 68Q: 3 clusters Score -1.710502e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 106761 members 
Entering Unmasked Estep 
Score: -17105008.000000 Penalty: 3843.380371
	Iteration 69Q: 3 clusters Score -1.710501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -17105004.000000 Penalty: 3843.380371
	Iteration 70Q: 3 clusters Score -1.7105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -17104994.000000 Penalty: 3843.380371
	Iteration 71Q: 3 clusters Score -1.710499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -17105006.000000 Penalty: 3843.380371
	Iteration 72Q: 3 clusters Score -1.710501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -17105020.000000 Penalty: 3843.380371
	Iteration 73Q: 3 clusters Score -1.710502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -17105014.000000 Penalty: 3843.380371
	Iteration 74Q: 3 clusters Score -1.710501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 107006 members 
Entering Unmasked Estep 
Score: -17105006.000000 Penalty: 3843.380371
	Iteration 75Q: 3 clusters Score -1.710501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 107046 members 
Entering Unmasked Estep 
Score: -17105020.000000 Penalty: 3843.380371
	Iteration 76Q: 3 clusters Score -1.710502e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -17105024.000000 Penalty: 3843.380371
	Iteration 77Q: 3 clusters Score -1.710502e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 107141 members 
Entering Unmasked Estep 
Score: -17104994.000000 Penalty: 3843.380371
	Iteration 78Q: 3 clusters Score -1.710499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 107177 members 
Entering Unmasked Estep 
Score: -17105004.000000 Penalty: 3843.380371
	Iteration 79Q: 3 clusters Score -1.7105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -17104994.000000 Penalty: 3843.380371
	Iteration 80F: 3 clusters Score -1.710499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -17105016.000000 Penalty: 3843.380371
	Iteration 81Q: 3 clusters Score -1.710502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -17105004.000000 Penalty: 3843.380371
	Iteration 82Q: 3 clusters Score -1.7105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -17104984.000000 Penalty: 3843.380371
	Iteration 83Q: 3 clusters Score -1.710498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -17104964.000000 Penalty: 3843.380371
	Iteration 84Q: 3 clusters Score -1.710496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 107341 members 
Entering Unmasked Estep 
Score: -17104980.000000 Penalty: 3843.380371
	Iteration 85Q: 3 clusters Score -1.710498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 107365 members 
Entering Unmasked Estep 
Score: -17104978.000000 Penalty: 3843.380371
	Iteration 86Q: 3 clusters Score -1.710498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -17104974.000000 Penalty: 3843.380371
	Iteration 87Q: 3 clusters Score -1.710497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -17104972.000000 Penalty: 3843.380371
	Iteration 88Q: 3 clusters Score -1.710497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
Score: -17104988.000000 Penalty: 3843.380371
	Iteration 89Q: 3 clusters Score -1.710499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -17104966.000000 Penalty: 3843.380371
	Iteration 90Q: 3 clusters Score -1.710497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -17104978.000000 Penalty: 3843.380371
	Iteration 91Q: 3 clusters Score -1.710498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -17104954.000000 Penalty: 3843.380371
	Iteration 92Q: 3 clusters Score -1.710495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -17104970.000000 Penalty: 3843.380371
	Iteration 93Q: 3 clusters Score -1.710497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -17104964.000000 Penalty: 3843.380371
	Iteration 94Q: 3 clusters Score -1.710496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 107624 members 
Entering Unmasked Estep 
Score: -17104980.000000 Penalty: 3843.380371
	Iteration 95Q: 3 clusters Score -1.710498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -17104978.000000 Penalty: 3843.380371
	Iteration 96Q: 3 clusters Score -1.710498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -17104964.000000 Penalty: 3843.380371
	Iteration 97Q: 3 clusters Score -1.710496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -17104964.000000 Penalty: 3843.380371
	Iteration 98Q: 3 clusters Score -1.710496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 107770 members 
Entering Unmasked Estep 
Score: -17104938.000000 Penalty: 3843.380371
	Iteration 99Q: 3 clusters Score -1.710494e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -17104928.000000 Penalty: 3843.380371
	Iteration 100F: 3 clusters Score -1.710493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 107860 members 
Entering Unmasked Estep 
Score: -17104920.000000 Penalty: 3843.380371
	Iteration 101Q: 3 clusters Score -1.710492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -17104922.000000 Penalty: 3843.380371
	Iteration 102Q: 3 clusters Score -1.710492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -17104906.000000 Penalty: 3843.380371
	Iteration 103Q: 3 clusters Score -1.710491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -17104898.000000 Penalty: 3843.380371
	Iteration 104Q: 3 clusters Score -1.71049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -17104896.000000 Penalty: 3843.380371
	Iteration 105Q: 3 clusters Score -1.71049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -17104906.000000 Penalty: 3843.380371
	Iteration 106Q: 3 clusters Score -1.710491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -17104904.000000 Penalty: 3843.380371
	Iteration 107Q: 3 clusters Score -1.71049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 108022 members 
Entering Unmasked Estep 
Score: -17104884.000000 Penalty: 3843.380371
	Iteration 108Q: 3 clusters Score -1.710488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -17104896.000000 Penalty: 3843.380371
	Iteration 109Q: 3 clusters Score -1.71049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -17104896.000000 Penalty: 3843.380371
	Iteration 110Q: 3 clusters Score -1.71049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -17104902.000000 Penalty: 3843.380371
	Iteration 111Q: 3 clusters Score -1.71049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -17104894.000000 Penalty: 3843.380371
	Iteration 112Q: 3 clusters Score -1.710489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -17104884.000000 Penalty: 3843.380371
	Iteration 113Q: 3 clusters Score -1.710488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -17104876.000000 Penalty: 3843.380371
	Iteration 114Q: 3 clusters Score -1.710488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -17104876.000000 Penalty: 3843.380371
	Iteration 115F: 3 clusters Score -1.710488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 99758 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 18725 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 28662 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 12928 members 
Mstep: Class 27 contains 1403 members 
Mstep: Class 28 contains 132632 members 
Mstep: Class 29 contains 129378 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 1663 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 108071 members 
Entering Unmasked Estep 
Score: -141578064.000000 Penalty: 74865.953125
Splitting cluster 22 changes total score from -141546960.000000 to -141578064.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 110918 members 
Mstep: Class 10 contains 97425 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 18725 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 28662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141606752.000000 Penalty: 74865.953125
Iteration 39Q: 34 clusters Score -1.416068e+08 nChanged 54202
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 5786 members 
Mstep: Class 4 contains 14351 members 
Mstep: Class 5 contains 22351 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 10133 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 97961 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 3819 members 
Mstep: Class 13 contains 1845 members 
Mstep: Class 14 contains 96974 members 
Mstep: Class 15 contains 45609 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 19754 members 
Mstep: Class 19 contains 134544 members 
Mstep: Class 20 contains 4969 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 31596 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 12887 members 
Mstep: Class 25 contains 468 members 
Mstep: Class 26 contains 12293 members 
Mstep: Class 27 contains 1396 members 
Mstep: Class 28 contains 127411 members 
Mstep: Class 29 contains 124034 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 1674 members 
Mstep: Class 32 contains 572 members 
Mstep: Class 33 contains 105799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141630960.000000 Penalty: 74865.953125
Iteration 40F: 34 clusters Score -1.41631e+08 nChanged 43859
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 136577 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 5061 members 
Mstep: Class 4 contains 14769 members 
Mstep: Class 5 contains 22678 members 
Mstep: Class 6 contains 207 members 
Mstep: Class 7 contains 11281 members 
Mstep: Class 8 contains 9277 members 
Mstep: Class 9 contains 109746 members 
Mstep: Class 10 contains 96584 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 3976 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 96868 members 
Mstep: Class 15 contains 49890 members 
Mstep: Class 16 contains 6902 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 130791 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 33450 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 13070 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 12948 members 
Mstep: Class 27 contains 1532 members 
Mstep: Class 28 contains 128329 members 
Mstep: Class 29 contains 123991 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 1730 members 
Mstep: Class 32 contains 593 members 
Mstep: Class 33 contains 107000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141643616.000000 Penalty: 74865.953125
Iteration 41Q: 34 clusters Score -1.416436e+08 nChanged 30605
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 133387 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 8692 members 
Mstep: Class 9 contains 108426 members 
Mstep: Class 10 contains 95156 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 1849 members 
Mstep: Class 14 contains 96541 members 
Mstep: Class 15 contains 54398 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 127483 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 35200 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 13167 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 13426 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 129071 members 
Mstep: Class 29 contains 123814 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 1789 members 
Mstep: Class 32 contains 587 members 
Mstep: Class 33 contains 107501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141652560.000000 Penalty: 74865.953125
Iteration 42Q: 34 clusters Score -1.416526e+08 nChanged 26420
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 130724 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 23574 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 11968 members 
Mstep: Class 8 contains 8188 members 
Mstep: Class 9 contains 107242 members 
Mstep: Class 10 contains 93690 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 96030 members 
Mstep: Class 15 contains 59068 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 20205 members 
Mstep: Class 19 contains 124574 members 
Mstep: Class 20 contains 7063 members 
Mstep: Class 21 contains 511 members 
Mstep: Class 22 contains 36818 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 13238 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 13804 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 129494 members 
Mstep: Class 29 contains 123398 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 1849 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 107711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141659056.000000 Penalty: 74865.953125
Iteration 43Q: 34 clusters Score -1.416591e+08 nChanged 24224
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 128703 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 24156 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 12416 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 106215 members 
Mstep: Class 10 contains 92253 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 1863 members 
Mstep: Class 14 contains 95435 members 
Mstep: Class 15 contains 63939 members 
Mstep: Class 16 contains 9141 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 19 contains 121921 members 
Mstep: Class 20 contains 7708 members 
Mstep: Class 21 contains 516 members 
Mstep: Class 22 contains 38345 members 
Mstep: Class 23 contains 725 members 
Mstep: Class 24 contains 13313 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 14080 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 128911 members 
Mstep: Class 29 contains 123113 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 1899 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 107643 members 
Entering Unmasked Estep 
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Iteration 44Q: 34 clusters Score -1.416633e+08 nChanged 23297
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 8143 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 5 contains 24825 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 12908 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 105251 members 
Mstep: Class 10 contains 90866 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 94762 members 
Mstep: Class 15 contains 69100 members 
Mstep: Class 16 contains 9990 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 20135 members 
Mstep: Class 19 contains 119326 members 
Mstep: Class 20 contains 8254 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 39824 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 13347 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 14320 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 127452 members 
Mstep: Class 29 contains 123060 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 1939 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 107493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 34 clusters Score -1.416688e+08 nChanged 22281
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 125948 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 25488 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 13468 members 
Mstep: Class 8 contains 6668 members 
Mstep: Class 9 contains 104440 members 
Mstep: Class 10 contains 89556 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 4518 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 94114 members 
Mstep: Class 15 contains 74431 members 
Mstep: Class 16 contains 10870 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 20050 members 
Mstep: Class 19 contains 116990 members 
Mstep: Class 20 contains 8743 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 41137 members 
Mstep: Class 23 contains 766 members 
Mstep: Class 24 contains 13357 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 14516 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 125234 members 
Mstep: Class 29 contains 122767 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 107380 members 
Entering Unmasked Estep 
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Iteration 46Q: 34 clusters Score -1.41673e+08 nChanged 21626
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 2685 members 
Mstep: Class 4 contains 15858 members 
Mstep: Class 5 contains 26250 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 14053 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 103731 members 
Mstep: Class 10 contains 88263 members 
Mstep: Class 11 contains 899 members 
Mstep: Class 12 contains 4588 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 93526 members 
Mstep: Class 15 contains 79484 members 
Mstep: Class 16 contains 11834 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 19967 members 
Mstep: Class 19 contains 115042 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 42320 members 
Mstep: Class 23 contains 771 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 14665 members 
Mstep: Class 27 contains 1492 members 
Mstep: Class 28 contains 122710 members 
Mstep: Class 29 contains 122375 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 107125 members 
Entering Unmasked Estep 
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Iteration 47Q: 34 clusters Score -1.416772e+08 nChanged 20992
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 124412 members 
Mstep: Class 2 contains 8196 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 15966 members 
Mstep: Class 5 contains 27029 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 103128 members 
Mstep: Class 10 contains 87024 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 4662 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 93055 members 
Mstep: Class 15 contains 84401 members 
Mstep: Class 16 contains 12850 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 19889 members 
Mstep: Class 19 contains 113381 members 
Mstep: Class 20 contains 9516 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 43390 members 
Mstep: Class 23 contains 774 members 
Mstep: Class 24 contains 13353 members 
Mstep: Class 25 contains 537 members 
Mstep: Class 26 contains 14776 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 119736 members 
Mstep: Class 29 contains 121965 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 106819 members 
Entering Unmasked Estep 
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Iteration 48Q: 34 clusters Score -1.416817e+08 nChanged 20344
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 8196 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 16083 members 
Mstep: Class 5 contains 27868 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 102582 members 
Mstep: Class 10 contains 85815 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 1887 members 
Mstep: Class 14 contains 92698 members 
Mstep: Class 15 contains 88954 members 
Mstep: Class 16 contains 13896 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 18 contains 19841 members 
Mstep: Class 19 contains 112113 members 
Mstep: Class 20 contains 9845 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 44301 members 
Mstep: Class 23 contains 775 members 
Mstep: Class 24 contains 13348 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 14854 members 
Mstep: Class 27 contains 1462 members 
Mstep: Class 28 contains 116592 members 
Mstep: Class 29 contains 121622 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 106425 members 
Entering Unmasked Estep 
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Iteration 49Q: 34 clusters Score -1.416849e+08 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 16200 members 
Mstep: Class 5 contains 28739 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 15367 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 102022 members 
Mstep: Class 10 contains 84682 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 4758 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 92454 members 
Mstep: Class 15 contains 92962 members 
Mstep: Class 16 contains 15000 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 19790 members 
Mstep: Class 19 contains 111135 members 
Mstep: Class 20 contains 10135 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 45098 members 
Mstep: Class 23 contains 777 members 
Mstep: Class 24 contains 13370 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 14923 members 
Mstep: Class 27 contains 1458 members 
Mstep: Class 28 contains 113641 members 
Mstep: Class 29 contains 121175 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 105947 members 
Entering Unmasked Estep 
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Iteration 50Q: 34 clusters Score -1.416877e+08 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 16339 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 101593 members 
Mstep: Class 10 contains 83591 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 4799 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 14 contains 92285 members 
Mstep: Class 15 contains 96391 members 
Mstep: Class 16 contains 16126 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 19743 members 
Mstep: Class 19 contains 110304 members 
Mstep: Class 20 contains 10388 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 45848 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 13406 members 
Mstep: Class 25 contains 550 members 
Mstep: Class 26 contains 14968 members 
Mstep: Class 27 contains 1452 members 
Mstep: Class 28 contains 110978 members 
Mstep: Class 29 contains 120705 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2088 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 105363 members 
Entering Unmasked Estep 
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Iteration 51Q: 34 clusters Score -1.416907e+08 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 8189 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 16461 members 
Mstep: Class 5 contains 30491 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 15810 members 
Mstep: Class 8 contains 4824 members 
Mstep: Class 9 contains 101316 members 
Mstep: Class 10 contains 82562 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 92152 members 
Mstep: Class 15 contains 99309 members 
Mstep: Class 16 contains 17267 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 19641 members 
Mstep: Class 19 contains 109583 members 
Mstep: Class 20 contains 10610 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 46548 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 15027 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 108684 members 
Mstep: Class 29 contains 120079 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 104860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141693616.000000 Penalty: 74865.953125
Iteration 52Q: 34 clusters Score -1.416936e+08 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 121802 members 
Mstep: Class 2 contains 8176 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 16600 members 
Mstep: Class 5 contains 31307 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 15933 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 101132 members 
Mstep: Class 10 contains 81583 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 92050 members 
Mstep: Class 15 contains 101719 members 
Mstep: Class 16 contains 18383 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 19532 members 
Mstep: Class 19 contains 108870 members 
Mstep: Class 20 contains 10797 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 47186 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 13485 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 15090 members 
Mstep: Class 27 contains 1439 members 
Mstep: Class 28 contains 106908 members 
Mstep: Class 29 contains 119603 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2117 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 104376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141697056.000000 Penalty: 74865.953125
Iteration 53Q: 34 clusters Score -1.416971e+08 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 2223 members 
Mstep: Class 4 contains 16739 members 
Mstep: Class 5 contains 32083 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 16018 members 
Mstep: Class 8 contains 4656 members 
Mstep: Class 9 contains 100940 members 
Mstep: Class 10 contains 80658 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 4899 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 91947 members 
Mstep: Class 15 contains 103894 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 19399 members 
Mstep: Class 19 contains 108233 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 47849 members 
Mstep: Class 23 contains 788 members 
Mstep: Class 24 contains 13512 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 15144 members 
Mstep: Class 27 contains 1436 members 
Mstep: Class 28 contains 105404 members 
Mstep: Class 29 contains 119115 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2129 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 103975 members 
Entering Unmasked Estep 
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Score: -141700240.000000 Penalty: 74865.953125
Iteration 54Q: 34 clusters Score -1.417002e+08 nChanged 15187
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 120485 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 16872 members 
Mstep: Class 5 contains 32738 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 16039 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 100741 members 
Mstep: Class 10 contains 79713 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 91782 members 
Mstep: Class 15 contains 105863 members 
Mstep: Class 16 contains 20454 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 19240 members 
Mstep: Class 19 contains 107726 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 48480 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 13556 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 1433 members 
Mstep: Class 28 contains 104275 members 
Mstep: Class 29 contains 118710 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2145 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 103562 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -1.417025e+08 nChanged 14595
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 17021 members 
Mstep: Class 5 contains 33322 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 16016 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 100505 members 
Mstep: Class 10 contains 78765 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 91624 members 
Mstep: Class 15 contains 107811 members 
Mstep: Class 16 contains 21393 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 19074 members 
Mstep: Class 19 contains 107254 members 
Mstep: Class 20 contains 11145 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 49163 members 
Mstep: Class 23 contains 794 members 
Mstep: Class 24 contains 13583 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 15149 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 103385 members 
Mstep: Class 29 contains 118339 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 103146 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -1.417054e+08 nChanged 14271
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 118954 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 17114 members 
Mstep: Class 5 contains 33776 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 100221 members 
Mstep: Class 10 contains 77860 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5010 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 91474 members 
Mstep: Class 15 contains 109623 members 
Mstep: Class 16 contains 22263 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 18914 members 
Mstep: Class 19 contains 106816 members 
Mstep: Class 20 contains 11223 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 49816 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 550 members 
Mstep: Class 26 contains 15141 members 
Mstep: Class 27 contains 1428 members 
Mstep: Class 28 contains 102816 members 
Mstep: Class 29 contains 118074 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2170 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 102703 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -1.417084e+08 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 17203 members 
Mstep: Class 5 contains 34158 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 15920 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 9 contains 99927 members 
Mstep: Class 10 contains 76961 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5036 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 91332 members 
Mstep: Class 15 contains 111261 members 
Mstep: Class 16 contains 23048 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 18764 members 
Mstep: Class 19 contains 106469 members 
Mstep: Class 20 contains 11283 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 50483 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 550 members 
Mstep: Class 26 contains 15116 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 102583 members 
Mstep: Class 29 contains 117888 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2188 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 102176 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -1.417102e+08 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 17250 members 
Mstep: Class 5 contains 34488 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 99651 members 
Mstep: Class 10 contains 76056 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5064 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 91210 members 
Mstep: Class 15 contains 113162 members 
Mstep: Class 16 contains 23694 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 106133 members 
Mstep: Class 20 contains 11326 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 51077 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 13679 members 
Mstep: Class 25 contains 550 members 
Mstep: Class 26 contains 15098 members 
Mstep: Class 27 contains 1425 members 
Mstep: Class 28 contains 102566 members 
Mstep: Class 29 contains 117694 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2210 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 101476 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.41712e+08 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 17306 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 15884 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 99400 members 
Mstep: Class 10 contains 75131 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 91146 members 
Mstep: Class 15 contains 115055 members 
Mstep: Class 16 contains 24178 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 18483 members 
Mstep: Class 19 contains 105811 members 
Mstep: Class 20 contains 11358 members 
Mstep: Class 21 contains 517 members 
Mstep: Class 22 contains 51720 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 13714 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 15061 members 
Mstep: Class 27 contains 1423 members 
Mstep: Class 28 contains 102903 members 
Mstep: Class 29 contains 117476 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2218 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 100703 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.417175e+08 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 8202 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 17348 members 
Mstep: Class 5 contains 35584 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 16050 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 99146 members 
Mstep: Class 10 contains 74225 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 91025 members 
Mstep: Class 15 contains 118888 members 
Mstep: Class 16 contains 24888 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 18 contains 18329 members 
Mstep: Class 19 contains 105249 members 
Mstep: Class 20 contains 11414 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 52273 members 
Mstep: Class 23 contains 800 members 
Mstep: Class 24 contains 13739 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 15029 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 102604 members 
Mstep: Class 29 contains 116487 members 
Mstep: Class 30 contains 450 members 
Mstep: Class 31 contains 2221 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 99144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141721744.000000 Penalty: 74865.953125
Iteration 61Q: 34 clusters Score -1.417217e+08 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 8200 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 17404 members 
Mstep: Class 5 contains 36086 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 16154 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 98881 members 
Mstep: Class 10 contains 73343 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 1808 members 
Mstep: Class 14 contains 90945 members 
Mstep: Class 15 contains 122887 members 
Mstep: Class 16 contains 25397 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 18220 members 
Mstep: Class 19 contains 104719 members 
Mstep: Class 20 contains 11450 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 52604 members 
Mstep: Class 23 contains 801 members 
Mstep: Class 24 contains 13757 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 15010 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 103333 members 
Mstep: Class 29 contains 115057 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 2222 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 97796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723648.000000 Penalty: 74865.953125
Iteration 62Q: 34 clusters Score -1.417236e+08 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 111916 members 
Mstep: Class 2 contains 8215 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 17472 members 
Mstep: Class 5 contains 36386 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 16194 members 
Mstep: Class 8 contains 4170 members 
Mstep: Class 9 contains 98641 members 
Mstep: Class 10 contains 72473 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5152 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 90981 members 
Mstep: Class 15 contains 126172 members 
Mstep: Class 16 contains 25677 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 18109 members 
Mstep: Class 19 contains 104764 members 
Mstep: Class 20 contains 11479 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 52820 members 
Mstep: Class 23 contains 810 members 
Mstep: Class 24 contains 13788 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 14979 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 104669 members 
Mstep: Class 29 contains 113580 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2226 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 96574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725440.000000 Penalty: 74865.953125
Iteration 63Q: 34 clusters Score -1.417254e+08 nChanged 21153
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 8221 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 17529 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 16228 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 98389 members 
Mstep: Class 10 contains 71702 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 91101 members 
Mstep: Class 15 contains 128507 members 
Mstep: Class 16 contains 25742 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 18036 members 
Mstep: Class 19 contains 105149 members 
Mstep: Class 20 contains 11497 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53025 members 
Mstep: Class 23 contains 831 members 
Mstep: Class 24 contains 13819 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 14980 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 106703 members 
Mstep: Class 29 contains 112401 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2227 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 95254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725472.000000 Penalty: 74865.953125
Iteration 64Q: 34 clusters Score -1.417255e+08 nChanged 20603
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 8233 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 17575 members 
Mstep: Class 5 contains 36564 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 16220 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 98202 members 
Mstep: Class 10 contains 70960 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 91283 members 
Mstep: Class 15 contains 129742 members 
Mstep: Class 16 contains 25739 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17988 members 
Mstep: Class 19 contains 105593 members 
Mstep: Class 20 contains 11502 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53160 members 
Mstep: Class 23 contains 890 members 
Mstep: Class 24 contains 13807 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 15002 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 109186 members 
Mstep: Class 29 contains 111466 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2233 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 94074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727104.000000 Penalty: 74865.953125
Iteration 65Q: 34 clusters Score -1.417271e+08 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 8228 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 17616 members 
Mstep: Class 5 contains 36577 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16219 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 98047 members 
Mstep: Class 10 contains 70190 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 91518 members 
Mstep: Class 15 contains 130145 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17943 members 
Mstep: Class 19 contains 105834 members 
Mstep: Class 20 contains 11499 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53268 members 
Mstep: Class 23 contains 1045 members 
Mstep: Class 24 contains 13745 members 
Mstep: Class 25 contains 556 members 
Mstep: Class 26 contains 15025 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 111964 members 
Mstep: Class 29 contains 111008 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 92988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729184.000000 Penalty: 74865.953125
Iteration 66Q: 34 clusters Score -1.417292e+08 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 8217 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 17654 members 
Mstep: Class 5 contains 36540 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16220 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 97951 members 
Mstep: Class 10 contains 69494 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 91747 members 
Mstep: Class 15 contains 129935 members 
Mstep: Class 16 contains 25731 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 105896 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53324 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 13741 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 15031 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 114987 members 
Mstep: Class 29 contains 110949 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2241 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 91884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730928.000000 Penalty: 74865.953125
Iteration 67Q: 34 clusters Score -1.417309e+08 nChanged 17664
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104836 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 36464 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16198 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 97771 members 
Mstep: Class 10 contains 68801 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 91979 members 
Mstep: Class 15 contains 129499 members 
Mstep: Class 16 contains 25741 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17878 members 
Mstep: Class 19 contains 105834 members 
Mstep: Class 20 contains 11469 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53383 members 
Mstep: Class 23 contains 1310 members 
Mstep: Class 24 contains 13839 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 15043 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 118159 members 
Mstep: Class 29 contains 110959 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2241 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 90911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732384.000000 Penalty: 74865.953125
Iteration 68Q: 34 clusters Score -1.417324e+08 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 8213 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 17711 members 
Mstep: Class 5 contains 36371 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16196 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 97591 members 
Mstep: Class 10 contains 68110 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 92204 members 
Mstep: Class 15 contains 128967 members 
Mstep: Class 16 contains 25799 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17835 members 
Mstep: Class 19 contains 105584 members 
Mstep: Class 20 contains 11455 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53452 members 
Mstep: Class 23 contains 1408 members 
Mstep: Class 24 contains 13923 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15071 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 121477 members 
Mstep: Class 29 contains 111001 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 90021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733856.000000 Penalty: 74865.953125
Iteration 69Q: 34 clusters Score -1.417339e+08 nChanged 16094
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 8211 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17759 members 
Mstep: Class 5 contains 36283 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16184 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 97463 members 
Mstep: Class 10 contains 67405 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 92469 members 
Mstep: Class 15 contains 128279 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17786 members 
Mstep: Class 19 contains 105343 members 
Mstep: Class 20 contains 11446 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53500 members 
Mstep: Class 23 contains 1501 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 15051 members 
Mstep: Class 27 contains 1404 members 
Mstep: Class 28 contains 124783 members 
Mstep: Class 29 contains 111132 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 89206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735248.000000 Penalty: 74865.953125
Iteration 70Q: 34 clusters Score -1.417352e+08 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 8216 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 17803 members 
Mstep: Class 5 contains 36160 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16212 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 97331 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 92796 members 
Mstep: Class 15 contains 127856 members 
Mstep: Class 16 contains 25990 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17743 members 
Mstep: Class 19 contains 105059 members 
Mstep: Class 20 contains 11422 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53557 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 14079 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 15070 members 
Mstep: Class 27 contains 1401 members 
Mstep: Class 28 contains 127784 members 
Mstep: Class 29 contains 111306 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2233 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 88482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736000.000000 Penalty: 74865.953125
Iteration 71Q: 34 clusters Score -1.41736e+08 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 8213 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 17856 members 
Mstep: Class 5 contains 36011 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16222 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 97210 members 
Mstep: Class 10 contains 66016 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 93066 members 
Mstep: Class 15 contains 127507 members 
Mstep: Class 16 contains 26058 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 104907 members 
Mstep: Class 20 contains 11385 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53638 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 14115 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15123 members 
Mstep: Class 27 contains 1399 members 
Mstep: Class 28 contains 130548 members 
Mstep: Class 29 contains 111507 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2226 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 87883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736768.000000 Penalty: 74865.953125
Iteration 72Q: 34 clusters Score -1.417368e+08 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 35892 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 97114 members 
Mstep: Class 10 contains 65275 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 93331 members 
Mstep: Class 15 contains 127221 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17642 members 
Mstep: Class 19 contains 104817 members 
Mstep: Class 20 contains 11339 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53722 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 14159 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15182 members 
Mstep: Class 27 contains 1399 members 
Mstep: Class 28 contains 133142 members 
Mstep: Class 29 contains 111557 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2226 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 87358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737008.000000 Penalty: 74865.953125
Iteration 73Q: 34 clusters Score -1.41737e+08 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 8185 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 97029 members 
Mstep: Class 10 contains 64556 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 93568 members 
Mstep: Class 15 contains 127005 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17584 members 
Mstep: Class 19 contains 104769 members 
Mstep: Class 20 contains 11293 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53854 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 14200 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15234 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 135400 members 
Mstep: Class 29 contains 111565 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2226 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 86882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735904.000000 Penalty: 74865.953125
Iteration 74Q: 34 clusters Score -1.417359e+08 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 8184 members 
Mstep: Class 3 contains 1985 members 
Mstep: Class 4 contains 18006 members 
Mstep: Class 5 contains 35693 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16271 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 96923 members 
Mstep: Class 10 contains 63831 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 93780 members 
Mstep: Class 15 contains 126911 members 
Mstep: Class 16 contains 26206 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17541 members 
Mstep: Class 19 contains 104851 members 
Mstep: Class 20 contains 11255 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 53950 members 
Mstep: Class 23 contains 1774 members 
Mstep: Class 24 contains 14249 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15265 members 
Mstep: Class 27 contains 1392 members 
Mstep: Class 28 contains 137322 members 
Mstep: Class 29 contains 111480 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2223 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 86553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735520.000000 Penalty: 74865.953125
Iteration 75Q: 34 clusters Score -1.417355e+08 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 8187 members 
Mstep: Class 3 contains 1979 members 
Mstep: Class 4 contains 18072 members 
Mstep: Class 5 contains 35615 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16282 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 96857 members 
Mstep: Class 10 contains 63065 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 93979 members 
Mstep: Class 15 contains 126767 members 
Mstep: Class 16 contains 26275 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17477 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 11215 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54085 members 
Mstep: Class 23 contains 1791 members 
Mstep: Class 24 contains 14283 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15273 members 
Mstep: Class 27 contains 1389 members 
Mstep: Class 28 contains 139138 members 
Mstep: Class 29 contains 111468 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2222 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 86236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734320.000000 Penalty: 74865.953125
Iteration 76Q: 34 clusters Score -1.417343e+08 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 8187 members 
Mstep: Class 3 contains 1976 members 
Mstep: Class 4 contains 18146 members 
Mstep: Class 5 contains 35509 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16284 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 96829 members 
Mstep: Class 10 contains 62340 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 94108 members 
Mstep: Class 15 contains 126554 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17413 members 
Mstep: Class 19 contains 105198 members 
Mstep: Class 20 contains 11169 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54256 members 
Mstep: Class 23 contains 1807 members 
Mstep: Class 24 contains 14314 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15282 members 
Mstep: Class 27 contains 1387 members 
Mstep: Class 28 contains 140718 members 
Mstep: Class 29 contains 111497 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2222 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 86042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733520.000000 Penalty: 74865.953125
Iteration 77Q: 34 clusters Score -1.417335e+08 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 8170 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 18196 members 
Mstep: Class 5 contains 35416 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 96826 members 
Mstep: Class 10 contains 61633 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94285 members 
Mstep: Class 15 contains 126456 members 
Mstep: Class 16 contains 26375 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17380 members 
Mstep: Class 19 contains 105524 members 
Mstep: Class 20 contains 11118 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54450 members 
Mstep: Class 23 contains 1813 members 
Mstep: Class 24 contains 14358 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15308 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 142029 members 
Mstep: Class 29 contains 111396 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2226 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732352.000000 Penalty: 74865.953125
Iteration 78Q: 34 clusters Score -1.417324e+08 nChanged 10228
Entering ConstructFrom: 
Score: -141732352.000000 Penalty: 74865.953125
Entering ConstructFrom: 
Trying to split cluster 1 (92333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Entering Unmasked Estep 
Score: -11650819.000000 Penalty: 1857.888062
	Iteration 0F: 2 clusters Score -1.165082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -11589565.000000 Penalty: 3715.776123
	Iteration 0F: 3 clusters Score -1.158956e+07 nChanged 44007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -11614712.000000 Penalty: 3715.776123
	Iteration 1F: 3 clusters Score -1.161471e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -11615295.000000 Penalty: 3715.776123
	Iteration 2Q: 3 clusters Score -1.16153e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -11615910.000000 Penalty: 3715.776123
	Iteration 3Q: 3 clusters Score -1.161591e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -11616633.000000 Penalty: 3715.776123
	Iteration 4Q: 3 clusters Score -1.161663e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -11617436.000000 Penalty: 3715.776123
	Iteration 5Q: 3 clusters Score -1.161744e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -11618536.000000 Penalty: 3715.776123
	Iteration 6Q: 3 clusters Score -1.161854e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -11620031.000000 Penalty: 3715.776123
	Iteration 7Q: 3 clusters Score -1.162003e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -11622393.000000 Penalty: 3715.776123
	Iteration 8Q: 3 clusters Score -1.162239e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -11625790.000000 Penalty: 3715.776123
	Iteration 9F: 3 clusters Score -1.162579e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -11630346.000000 Penalty: 3715.776123
	Iteration 10F: 3 clusters Score -1.163035e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -11634307.000000 Penalty: 3715.776123
	Iteration 11F: 3 clusters Score -1.163431e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -11636397.000000 Penalty: 3715.776123
	Iteration 12Q: 3 clusters Score -1.16364e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -11637475.000000 Penalty: 3715.776123
	Iteration 13Q: 3 clusters Score -1.163748e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -11638181.000000 Penalty: 3715.776123
	Iteration 14Q: 3 clusters Score -1.163818e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -11638890.000000 Penalty: 3715.776123
	Iteration 15Q: 3 clusters Score -1.163889e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -11639715.000000 Penalty: 3715.776123
	Iteration 16Q: 3 clusters Score -1.163972e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -11640437.000000 Penalty: 3715.776123
	Iteration 17Q: 3 clusters Score -1.164044e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -11641189.000000 Penalty: 3715.776123
	Iteration 18Q: 3 clusters Score -1.164119e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -11641917.000000 Penalty: 3715.776123
	Iteration 19Q: 3 clusters Score -1.164192e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -11642718.000000 Penalty: 3715.776123
	Iteration 20F: 3 clusters Score -1.164272e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -11643429.000000 Penalty: 3715.776123
	Iteration 21Q: 3 clusters Score -1.164343e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -11644126.000000 Penalty: 3715.776123
	Iteration 22Q: 3 clusters Score -1.164413e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -11644704.000000 Penalty: 3715.776123
	Iteration 23Q: 3 clusters Score -1.16447e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -11645243.000000 Penalty: 3715.776123
	Iteration 24Q: 3 clusters Score -1.164524e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -11645752.000000 Penalty: 3715.776123
	Iteration 25Q: 3 clusters Score -1.164575e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -11646094.000000 Penalty: 3715.776123
	Iteration 26Q: 3 clusters Score -1.164609e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -11646430.000000 Penalty: 3715.776123
	Iteration 27Q: 3 clusters Score -1.164643e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -11646667.000000 Penalty: 3715.776123
	Iteration 28Q: 3 clusters Score -1.164667e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -11646951.000000 Penalty: 3715.776123
	Iteration 29Q: 3 clusters Score -1.164695e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -11647215.000000 Penalty: 3715.776123
	Iteration 30Q: 3 clusters Score -1.164722e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -11647434.000000 Penalty: 3715.776123
	Iteration 31Q: 3 clusters Score -1.164743e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -11647622.000000 Penalty: 3715.776123
	Iteration 32Q: 3 clusters Score -1.164762e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -11647840.000000 Penalty: 3715.776123
	Iteration 33Q: 3 clusters Score -1.164784e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -11648042.000000 Penalty: 3715.776123
	Iteration 34Q: 3 clusters Score -1.164804e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -11648299.000000 Penalty: 3715.776123
	Iteration 35Q: 3 clusters Score -1.16483e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -11648497.000000 Penalty: 3715.776123
	Iteration 36Q: 3 clusters Score -1.16485e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -11648602.000000 Penalty: 3715.776123
	Iteration 37Q: 3 clusters Score -1.16486e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -11648745.000000 Penalty: 3715.776123
	Iteration 38Q: 3 clusters Score -1.164874e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -11648915.000000 Penalty: 3715.776123
	Iteration 39Q: 3 clusters Score -1.164892e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -11649056.000000 Penalty: 3715.776123
	Iteration 40F: 3 clusters Score -1.164906e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -11649172.000000 Penalty: 3715.776123
	Iteration 41Q: 3 clusters Score -1.164917e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -11649268.000000 Penalty: 3715.776123
	Iteration 42Q: 3 clusters Score -1.164927e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -11649373.000000 Penalty: 3715.776123
	Iteration 43Q: 3 clusters Score -1.164937e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -11649457.000000 Penalty: 3715.776123
	Iteration 44Q: 3 clusters Score -1.164946e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -11649542.000000 Penalty: 3715.776123
	Iteration 45Q: 3 clusters Score -1.164954e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -11649632.000000 Penalty: 3715.776123
	Iteration 46Q: 3 clusters Score -1.164963e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -11649693.000000 Penalty: 3715.776123
	Iteration 47Q: 3 clusters Score -1.164969e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -11649762.000000 Penalty: 3715.776123
	Iteration 48Q: 3 clusters Score -1.164976e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -11649780.000000 Penalty: 3715.776123
	Iteration 49Q: 3 clusters Score -1.164978e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -11649815.000000 Penalty: 3715.776123
	Iteration 50Q: 3 clusters Score -1.164982e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -11649851.000000 Penalty: 3715.776123
	Iteration 51Q: 3 clusters Score -1.164985e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -11649924.000000 Penalty: 3715.776123
	Iteration 52Q: 3 clusters Score -1.164992e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -11649957.000000 Penalty: 3715.776123
	Iteration 53Q: 3 clusters Score -1.164996e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -11649998.000000 Penalty: 3715.776123
	Iteration 54Q: 3 clusters Score -1.165e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -11650033.000000 Penalty: 3715.776123
	Iteration 55Q: 3 clusters Score -1.165003e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11650048.000000 Penalty: 3715.776123
	Iteration 56Q: 3 clusters Score -1.165005e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -11650087.000000 Penalty: 3715.776123
	Iteration 57Q: 3 clusters Score -1.165009e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -11650113.000000 Penalty: 3715.776123
	Iteration 58Q: 3 clusters Score -1.165011e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -11650133.000000 Penalty: 3715.776123
	Iteration 59Q: 3 clusters Score -1.165013e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -11650136.000000 Penalty: 3715.776123
	Iteration 60F: 3 clusters Score -1.165014e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11650134.000000 Penalty: 3715.776123
	Iteration 61Q: 3 clusters Score -1.165013e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11650125.000000 Penalty: 3715.776123
	Iteration 62Q: 3 clusters Score -1.165012e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -11650136.000000 Penalty: 3715.776123
	Iteration 63Q: 3 clusters Score -1.165014e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11650142.000000 Penalty: 3715.776123
	Iteration 64Q: 3 clusters Score -1.165014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -11650131.000000 Penalty: 3715.776123
	Iteration 65Q: 3 clusters Score -1.165013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -11650150.000000 Penalty: 3715.776123
	Iteration 66Q: 3 clusters Score -1.165015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -11650141.000000 Penalty: 3715.776123
	Iteration 67Q: 3 clusters Score -1.165014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -11650144.000000 Penalty: 3715.776123
	Iteration 68Q: 3 clusters Score -1.165014e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11650141.000000 Penalty: 3715.776123
	Iteration 69Q: 3 clusters Score -1.165014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -11650132.000000 Penalty: 3715.776123
	Iteration 70Q: 3 clusters Score -1.165013e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -11650135.000000 Penalty: 3715.776123
	Iteration 71Q: 3 clusters Score -1.165014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -11650151.000000 Penalty: 3715.776123
	Iteration 72Q: 3 clusters Score -1.165015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -11650133.000000 Penalty: 3715.776123
	Iteration 73Q: 3 clusters Score -1.165013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11650132.000000 Penalty: 3715.776123
	Iteration 74Q: 3 clusters Score -1.165013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -11650141.000000 Penalty: 3715.776123
	Iteration 75Q: 3 clusters Score -1.165014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -11650139.000000 Penalty: 3715.776123
	Iteration 76Q: 3 clusters Score -1.165014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -11650114.000000 Penalty: 3715.776123
	Iteration 77Q: 3 clusters Score -1.165011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -11650111.000000 Penalty: 3715.776123
	Iteration 78Q: 3 clusters Score -1.165011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -11650115.000000 Penalty: 3715.776123
	Iteration 79Q: 3 clusters Score -1.165012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -11650119.000000 Penalty: 3715.776123
	Iteration 80F: 3 clusters Score -1.165012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11650131.000000 Penalty: 3715.776123
	Iteration 81Q: 3 clusters Score -1.165013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -11650120.000000 Penalty: 3715.776123
	Iteration 82Q: 3 clusters Score -1.165012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11650121.000000 Penalty: 3715.776123
	Iteration 83Q: 3 clusters Score -1.165012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -11650138.000000 Penalty: 3715.776123
	Iteration 84Q: 3 clusters Score -1.165014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -11650133.000000 Penalty: 3715.776123
	Iteration 85Q: 3 clusters Score -1.165013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -11650124.000000 Penalty: 3715.776123
	Iteration 86Q: 3 clusters Score -1.165012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -11650134.000000 Penalty: 3715.776123
	Iteration 87Q: 3 clusters Score -1.165013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -11650143.000000 Penalty: 3715.776123
	Iteration 88Q: 3 clusters Score -1.165014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -11650140.000000 Penalty: 3715.776123
	Iteration 89Q: 3 clusters Score -1.165014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -11650128.000000 Penalty: 3715.776123
	Iteration 90Q: 3 clusters Score -1.165013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -11650128.000000 Penalty: 3715.776123
	Iteration 91F: 3 clusters Score -1.165013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Entering Unmasked Estep 
Score: -1015442.437500 Penalty: 1463.478027
	Iteration 0F: 2 clusters Score -1015442 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 4115 members 
Entering Unmasked Estep 
Score: -1009463.437500 Penalty: 2926.956055
	Iteration 0F: 3 clusters Score -1009463 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1011248.062500 Penalty: 2926.956055
	Iteration 1F: 3 clusters Score -1011248 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1011444.687500 Penalty: 2926.956055
	Iteration 2F: 3 clusters Score -1011445 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1011595.125000 Penalty: 2926.956055
	Iteration 3Q: 3 clusters Score -1011595 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1011720.750000 Penalty: 2926.956055
	Iteration 4Q: 3 clusters Score -1011721 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1011864.500000 Penalty: 2926.956055
	Iteration 5Q: 3 clusters Score -1011864 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1012008.500000 Penalty: 2926.956055
	Iteration 6Q: 3 clusters Score -1012008 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1012154.562500 Penalty: 2926.956055
	Iteration 7Q: 3 clusters Score -1012155 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1012337.125000 Penalty: 2926.956055
	Iteration 8Q: 3 clusters Score -1012337 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1012540.750000 Penalty: 2926.956055
	Iteration 9Q: 3 clusters Score -1012541 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1012782.437500 Penalty: 2926.956055
	Iteration 10Q: 3 clusters Score -1012782 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1013076.000000 Penalty: 2926.956055
	Iteration 11Q: 3 clusters Score -1013076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1013372.125000 Penalty: 2926.956055
	Iteration 12Q: 3 clusters Score -1013372 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1013621.812500 Penalty: 2926.956055
	Iteration 13Q: 3 clusters Score -1013622 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1013779.500000 Penalty: 2926.956055
	Iteration 14Q: 3 clusters Score -1013780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1013928.500000 Penalty: 2926.956055
	Iteration 15Q: 3 clusters Score -1013928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1014029.562500 Penalty: 2926.956055
	Iteration 16Q: 3 clusters Score -1014030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1014081.500000 Penalty: 2926.956055
	Iteration 17Q: 3 clusters Score -1014082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1014109.500000 Penalty: 2926.956055
	Iteration 18Q: 3 clusters Score -1014110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1014127.562500 Penalty: 2926.956055
	Iteration 19Q: 3 clusters Score -1014128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1014138.750000 Penalty: 2926.956055
	Iteration 20F: 3 clusters Score -1014139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1014147.750000 Penalty: 2926.956055
	Iteration 21Q: 3 clusters Score -1014148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1014153.875000 Penalty: 2926.956055
	Iteration 22Q: 3 clusters Score -1014154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1014160.250000 Penalty: 2926.956055
	Iteration 23Q: 3 clusters Score -1014160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1014163.875000 Penalty: 2926.956055
	Iteration 24Q: 3 clusters Score -1014164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1014167.875000 Penalty: 2926.956055
	Iteration 25Q: 3 clusters Score -1014168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1014169.687500 Penalty: 2926.956055
	Iteration 26Q: 3 clusters Score -1014170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1014171.437500 Penalty: 2926.956055
	Iteration 27Q: 3 clusters Score -1014171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1014175.312500 Penalty: 2926.956055
	Iteration 28Q: 3 clusters Score -1014175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1014179.125000 Penalty: 2926.956055
	Iteration 29Q: 3 clusters Score -1014179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1014179.875000 Penalty: 2926.956055
	Iteration 30Q: 3 clusters Score -1014180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1014180.750000 Penalty: 2926.956055
	Iteration 31Q: 3 clusters Score -1014181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1014180.750000 Penalty: 2926.956055
	Iteration 32F: 3 clusters Score -1014181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -222399.593750 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -222399.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -220360.718750 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -220360.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -221001.968750 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -221002 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221222.828125 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -221222.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221369.578125 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -221369.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221465.671875 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -221465.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -221562.375000 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -221562.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -221703.671875 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -221703.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221839.671875 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -221839.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -221955.078125 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -221955.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -222063.000000 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -222063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222128.312500 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -222128.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -222188.484375 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -222188.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -222224.312500 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -222224.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222246.078125 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -222246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -222255.078125 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -222255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222262.734375 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -222262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -222271.296875 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -222271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -222273.468750 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -222273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -222274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 2465.711182
	Iteration 19F: 3 clusters Score -222274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Entering Unmasked Estep 
Score: -2231786.250000 Penalty: 1594.339111
	Iteration 0F: 2 clusters Score -2231786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2219362.750000 Penalty: 3188.678223
	Iteration 0F: 3 clusters Score -2219363 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2223846.000000 Penalty: 3188.678223
	Iteration 1F: 3 clusters Score -2223846 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2224276.750000 Penalty: 3188.678223
	Iteration 2F: 3 clusters Score -2224277 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2224715.500000 Penalty: 3188.678223
	Iteration 3F: 3 clusters Score -2224716 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2225195.750000 Penalty: 3188.678223
	Iteration 4F: 3 clusters Score -2225196 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2225725.500000 Penalty: 3188.678223
	Iteration 5F: 3 clusters Score -2225726 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2226327.000000 Penalty: 3188.678223
	Iteration 6F: 3 clusters Score -2226327 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2227050.750000 Penalty: 3188.678223
	Iteration 7F: 3 clusters Score -2227051 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2227827.500000 Penalty: 3188.678223
	Iteration 8F: 3 clusters Score -2227828 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2228552.000000 Penalty: 3188.678223
	Iteration 9Q: 3 clusters Score -2228552 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2229096.000000 Penalty: 3188.678223
	Iteration 10Q: 3 clusters Score -2229096 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2229463.500000 Penalty: 3188.678223
	Iteration 11Q: 3 clusters Score -2229464 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2229689.750000 Penalty: 3188.678223
	Iteration 12Q: 3 clusters Score -2229690 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2229845.250000 Penalty: 3188.678223
	Iteration 13Q: 3 clusters Score -2229845 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2229976.000000 Penalty: 3188.678223
	Iteration 14Q: 3 clusters Score -2229976 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2230082.250000 Penalty: 3188.678223
	Iteration 15Q: 3 clusters Score -2230082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2230175.500000 Penalty: 3188.678223
	Iteration 16Q: 3 clusters Score -2230176 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2230269.000000 Penalty: 3188.678223
	Iteration 17Q: 3 clusters Score -2230269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2230328.000000 Penalty: 3188.678223
	Iteration 18Q: 3 clusters Score -2230328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2230375.750000 Penalty: 3188.678223
	Iteration 19Q: 3 clusters Score -2230376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2230404.750000 Penalty: 3188.678223
	Iteration 20F: 3 clusters Score -2230405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2230439.750000 Penalty: 3188.678223
	Iteration 21Q: 3 clusters Score -2230440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2230452.500000 Penalty: 3188.678223
	Iteration 22Q: 3 clusters Score -2230452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2230470.000000 Penalty: 3188.678223
	Iteration 23Q: 3 clusters Score -2230470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2230482.500000 Penalty: 3188.678223
	Iteration 24Q: 3 clusters Score -2230482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2230499.500000 Penalty: 3188.678223
	Iteration 25Q: 3 clusters Score -2230500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2230514.000000 Penalty: 3188.678223
	Iteration 26Q: 3 clusters Score -2230514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2230528.750000 Penalty: 3188.678223
	Iteration 27Q: 3 clusters Score -2230529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2230538.750000 Penalty: 3188.678223
	Iteration 28Q: 3 clusters Score -2230539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2230554.250000 Penalty: 3188.678223
	Iteration 29Q: 3 clusters Score -2230554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2230565.500000 Penalty: 3188.678223
	Iteration 30Q: 3 clusters Score -2230566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2230571.750000 Penalty: 3188.678223
	Iteration 31Q: 3 clusters Score -2230572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2230575.000000 Penalty: 3188.678223
	Iteration 32Q: 3 clusters Score -2230575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2230577.750000 Penalty: 3188.678223
	Iteration 33Q: 3 clusters Score -2230578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2230589.750000 Penalty: 3188.678223
	Iteration 34Q: 3 clusters Score -2230590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2230598.750000 Penalty: 3188.678223
	Iteration 35Q: 3 clusters Score -2230599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2230605.500000 Penalty: 3188.678223
	Iteration 36Q: 3 clusters Score -2230606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2230609.250000 Penalty: 3188.678223
	Iteration 37Q: 3 clusters Score -2230609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2230609.500000 Penalty: 3188.678223
	Iteration 38Q: 3 clusters Score -2230610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2230610.750000 Penalty: 3188.678223
	Iteration 39Q: 3 clusters Score -2230611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2230613.500000 Penalty: 3188.678223
	Iteration 40F: 3 clusters Score -2230614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2230614.500000 Penalty: 3188.678223
	Iteration 41Q: 3 clusters Score -2230614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2230614.750000 Penalty: 3188.678223
	Iteration 42Q: 3 clusters Score -2230615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2230614.500000 Penalty: 3188.678223
	Iteration 43Q: 3 clusters Score -2230614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2230614.250000 Penalty: 3188.678223
	Iteration 44Q: 3 clusters Score -2230614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2230618.750000 Penalty: 3188.678223
	Iteration 45Q: 3 clusters Score -2230619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2230618.750000 Penalty: 3188.678223
	Iteration 46F: 3 clusters Score -2230619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Entering Unmasked Estep 
Score: -4469053.500000 Penalty: 1701.843628
	Iteration 0F: 2 clusters Score -4469054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4445295.500000 Penalty: 3403.687256
	Iteration 0F: 3 clusters Score -4445296 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4454784.000000 Penalty: 3403.687256
	Iteration 1F: 3 clusters Score -4454784 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4455470.000000 Penalty: 3403.687256
	Iteration 2F: 3 clusters Score -4455470 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4456317.500000 Penalty: 3403.687256
	Iteration 3F: 3 clusters Score -4456318 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4457358.000000 Penalty: 3403.687256
	Iteration 4F: 3 clusters Score -4457358 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4458562.500000 Penalty: 3403.687256
	Iteration 5F: 3 clusters Score -4458562 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4459920.000000 Penalty: 3403.687256
	Iteration 6F: 3 clusters Score -4459920 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4461246.500000 Penalty: 3403.687256
	Iteration 7F: 3 clusters Score -4461246 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4462505.500000 Penalty: 3403.687256
	Iteration 8F: 3 clusters Score -4462506 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4463665.500000 Penalty: 3403.687256
	Iteration 9Q: 3 clusters Score -4463666 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -4464382.500000 Penalty: 3403.687256
	Iteration 10Q: 3 clusters Score -4464382 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4464787.000000 Penalty: 3403.687256
	Iteration 11Q: 3 clusters Score -4464787 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4465009.500000 Penalty: 3403.687256
	Iteration 12Q: 3 clusters Score -4465010 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4465145.500000 Penalty: 3403.687256
	Iteration 13Q: 3 clusters Score -4465146 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -4465294.000000 Penalty: 3403.687256
	Iteration 14Q: 3 clusters Score -4465294 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4465417.500000 Penalty: 3403.687256
	Iteration 15Q: 3 clusters Score -4465418 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -4465530.500000 Penalty: 3403.687256
	Iteration 16Q: 3 clusters Score -4465530 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -4465647.500000 Penalty: 3403.687256
	Iteration 17Q: 3 clusters Score -4465648 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -4465779.000000 Penalty: 3403.687256
	Iteration 18Q: 3 clusters Score -4465779 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4465885.000000 Penalty: 3403.687256
	Iteration 19Q: 3 clusters Score -4465885 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4466002.500000 Penalty: 3403.687256
	Iteration 20F: 3 clusters Score -4466002 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4466117.500000 Penalty: 3403.687256
	Iteration 21Q: 3 clusters Score -4466118 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4466196.000000 Penalty: 3403.687256
	Iteration 22Q: 3 clusters Score -4466196 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4466275.000000 Penalty: 3403.687256
	Iteration 23Q: 3 clusters Score -4466275 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4466357.500000 Penalty: 3403.687256
	Iteration 24Q: 3 clusters Score -4466358 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4466443.500000 Penalty: 3403.687256
	Iteration 25Q: 3 clusters Score -4466444 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -4466521.500000 Penalty: 3403.687256
	Iteration 26Q: 3 clusters Score -4466522 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4466596.500000 Penalty: 3403.687256
	Iteration 27Q: 3 clusters Score -4466596 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4466692.500000 Penalty: 3403.687256
	Iteration 28Q: 3 clusters Score -4466692 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4466750.500000 Penalty: 3403.687256
	Iteration 29Q: 3 clusters Score -4466750 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4466807.000000 Penalty: 3403.687256
	Iteration 30Q: 3 clusters Score -4466807 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4466854.500000 Penalty: 3403.687256
	Iteration 31Q: 3 clusters Score -4466854 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4466897.000000 Penalty: 3403.687256
	Iteration 32Q: 3 clusters Score -4466897 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4466952.500000 Penalty: 3403.687256
	Iteration 33Q: 3 clusters Score -4466952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4467025.500000 Penalty: 3403.687256
	Iteration 34Q: 3 clusters Score -4467026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -4467054.500000 Penalty: 3403.687256
	Iteration 35Q: 3 clusters Score -4467054 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4467094.500000 Penalty: 3403.687256
	Iteration 36Q: 3 clusters Score -4467094 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4467126.000000 Penalty: 3403.687256
	Iteration 37Q: 3 clusters Score -4467126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4467136.000000 Penalty: 3403.687256
	Iteration 38Q: 3 clusters Score -4467136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4467160.500000 Penalty: 3403.687256
	Iteration 39Q: 3 clusters Score -4467160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4467192.000000 Penalty: 3403.687256
	Iteration 40F: 3 clusters Score -4467192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4467205.500000 Penalty: 3403.687256
	Iteration 41Q: 3 clusters Score -4467206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4467221.000000 Penalty: 3403.687256
	Iteration 42Q: 3 clusters Score -4467221 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4467242.500000 Penalty: 3403.687256
	Iteration 43Q: 3 clusters Score -4467242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4467258.500000 Penalty: 3403.687256
	Iteration 44Q: 3 clusters Score -4467258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4467289.500000 Penalty: 3403.687256
	Iteration 45Q: 3 clusters Score -4467290 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4467325.000000 Penalty: 3403.687256
	Iteration 46Q: 3 clusters Score -4467325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4467338.000000 Penalty: 3403.687256
	Iteration 47Q: 3 clusters Score -4467338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4467362.000000 Penalty: 3403.687256
	Iteration 48Q: 3 clusters Score -4467362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4467377.000000 Penalty: 3403.687256
	Iteration 49Q: 3 clusters Score -4467377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4467414.500000 Penalty: 3403.687256
	Iteration 50Q: 3 clusters Score -4467414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4467452.500000 Penalty: 3403.687256
	Iteration 51Q: 3 clusters Score -4467452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4467483.000000 Penalty: 3403.687256
	Iteration 52Q: 3 clusters Score -4467483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4467491.500000 Penalty: 3403.687256
	Iteration 53Q: 3 clusters Score -4467492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4467503.000000 Penalty: 3403.687256
	Iteration 54Q: 3 clusters Score -4467503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4467516.000000 Penalty: 3403.687256
	Iteration 55Q: 3 clusters Score -4467516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4467533.500000 Penalty: 3403.687256
	Iteration 56Q: 3 clusters Score -4467534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4467551.500000 Penalty: 3403.687256
	Iteration 57Q: 3 clusters Score -4467552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4467564.000000 Penalty: 3403.687256
	Iteration 58Q: 3 clusters Score -4467564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4467574.000000 Penalty: 3403.687256
	Iteration 59Q: 3 clusters Score -4467574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4467590.000000 Penalty: 3403.687256
	Iteration 60F: 3 clusters Score -4467590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4467601.000000 Penalty: 3403.687256
	Iteration 61Q: 3 clusters Score -4467601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -4467620.000000 Penalty: 3403.687256
	Iteration 62Q: 3 clusters Score -4467620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4467626.000000 Penalty: 3403.687256
	Iteration 63Q: 3 clusters Score -4467626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4467637.500000 Penalty: 3403.687256
	Iteration 64Q: 3 clusters Score -4467638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4467642.000000 Penalty: 3403.687256
	Iteration 65Q: 3 clusters Score -4467642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4467648.000000 Penalty: 3403.687256
	Iteration 66Q: 3 clusters Score -4467648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4467648.500000 Penalty: 3403.687256
	Iteration 67Q: 3 clusters Score -4467648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -4467663.500000 Penalty: 3403.687256
	Iteration 68Q: 3 clusters Score -4467664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4467669.500000 Penalty: 3403.687256
	Iteration 69Q: 3 clusters Score -4467670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4467669.000000 Penalty: 3403.687256
	Iteration 70Q: 3 clusters Score -4467669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4467672.500000 Penalty: 3403.687256
	Iteration 71Q: 3 clusters Score -4467672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4467681.500000 Penalty: 3403.687256
	Iteration 72Q: 3 clusters Score -4467682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4467688.000000 Penalty: 3403.687256
	Iteration 73Q: 3 clusters Score -4467688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4467691.500000 Penalty: 3403.687256
	Iteration 74Q: 3 clusters Score -4467692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4467697.500000 Penalty: 3403.687256
	Iteration 75Q: 3 clusters Score -4467698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4467703.000000 Penalty: 3403.687256
	Iteration 76Q: 3 clusters Score -4467703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4467706.000000 Penalty: 3403.687256
	Iteration 77Q: 3 clusters Score -4467706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4467715.000000 Penalty: 3403.687256
	Iteration 78Q: 3 clusters Score -4467715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4467711.500000 Penalty: 3403.687256
	Iteration 79Q: 3 clusters Score -4467712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4467720.500000 Penalty: 3403.687256
	Iteration 80F: 3 clusters Score -4467720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4467725.500000 Penalty: 3403.687256
	Iteration 81Q: 3 clusters Score -4467726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4467732.500000 Penalty: 3403.687256
	Iteration 82Q: 3 clusters Score -4467732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4467732.000000 Penalty: 3403.687256
	Iteration 83Q: 3 clusters Score -4467732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4467739.000000 Penalty: 3403.687256
	Iteration 84Q: 3 clusters Score -4467739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4467740.500000 Penalty: 3403.687256
	Iteration 85Q: 3 clusters Score -4467740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4467741.500000 Penalty: 3403.687256
	Iteration 86Q: 3 clusters Score -4467742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4467744.000000 Penalty: 3403.687256
	Iteration 87Q: 3 clusters Score -4467744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4467744.000000 Penalty: 3403.687256
	Iteration 88Q: 3 clusters Score -4467744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4467740.500000 Penalty: 3403.687256
	Iteration 89Q: 3 clusters Score -4467740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4467743.000000 Penalty: 3403.687256
	Iteration 90Q: 3 clusters Score -4467743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4467738.000000 Penalty: 3403.687256
	Iteration 91Q: 3 clusters Score -4467738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4467739.500000 Penalty: 3403.687256
	Iteration 92Q: 3 clusters Score -4467740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4467741.500000 Penalty: 3403.687256
	Iteration 93Q: 3 clusters Score -4467742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4467742.000000 Penalty: 3403.687256
	Iteration 94Q: 3 clusters Score -4467742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4467742.000000 Penalty: 3403.687256
	Iteration 95F: 3 clusters Score -4467742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -25916.136719 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -25916.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25136.042969 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -25136.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25218.537109 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -25218.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25230.759766 Penalty: 1760.232666
	Iteration 2Q: 3 clusters Score -25230.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25240.472656 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -25240.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25245.158203 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -25245.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25245.158203 Penalty: 1760.232666
	Iteration 5F: 3 clusters Score -25245.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Entering Unmasked Estep 
Score: -2001021.000000 Penalty: 1575.805176
	Iteration 0F: 2 clusters Score -2001021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1989842.750000 Penalty: 3151.610352
	Iteration 0F: 3 clusters Score -1989843 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1993906.250000 Penalty: 3151.610352
	Iteration 1F: 3 clusters Score -1993906 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1994229.875000 Penalty: 3151.610352
	Iteration 2F: 3 clusters Score -1994230 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1994499.875000 Penalty: 3151.610352
	Iteration 3Q: 3 clusters Score -1994500 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1994742.125000 Penalty: 3151.610352
	Iteration 4Q: 3 clusters Score -1994742 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1994989.875000 Penalty: 3151.610352
	Iteration 5Q: 3 clusters Score -1994990 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1995257.500000 Penalty: 3151.610352
	Iteration 6Q: 3 clusters Score -1995258 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1995546.875000 Penalty: 3151.610352
	Iteration 7Q: 3 clusters Score -1995547 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1995925.125000 Penalty: 3151.610352
	Iteration 8Q: 3 clusters Score -1995925 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1996396.750000 Penalty: 3151.610352
	Iteration 9Q: 3 clusters Score -1996397 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1996900.000000 Penalty: 3151.610352
	Iteration 10Q: 3 clusters Score -1996900 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1997401.000000 Penalty: 3151.610352
	Iteration 11Q: 3 clusters Score -1997401 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1997838.125000 Penalty: 3151.610352
	Iteration 12Q: 3 clusters Score -1997838 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1998119.250000 Penalty: 3151.610352
	Iteration 13Q: 3 clusters Score -1998119 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1998292.750000 Penalty: 3151.610352
	Iteration 14Q: 3 clusters Score -1998293 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1998402.125000 Penalty: 3151.610352
	Iteration 15Q: 3 clusters Score -1998402 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1998507.750000 Penalty: 3151.610352
	Iteration 16Q: 3 clusters Score -1998508 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1998597.750000 Penalty: 3151.610352
	Iteration 17Q: 3 clusters Score -1998598 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1998682.500000 Penalty: 3151.610352
	Iteration 18Q: 3 clusters Score -1998682 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1998761.750000 Penalty: 3151.610352
	Iteration 19Q: 3 clusters Score -1998762 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1998852.000000 Penalty: 3151.610352
	Iteration 20F: 3 clusters Score -1998852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1998941.875000 Penalty: 3151.610352
	Iteration 21Q: 3 clusters Score -1998942 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1999038.625000 Penalty: 3151.610352
	Iteration 22Q: 3 clusters Score -1999039 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1999156.625000 Penalty: 3151.610352
	Iteration 23Q: 3 clusters Score -1999157 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1999233.750000 Penalty: 3151.610352
	Iteration 24Q: 3 clusters Score -1999234 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1999320.750000 Penalty: 3151.610352
	Iteration 25Q: 3 clusters Score -1999321 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1999389.625000 Penalty: 3151.610352
	Iteration 26Q: 3 clusters Score -1999390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1999453.625000 Penalty: 3151.610352
	Iteration 27Q: 3 clusters Score -1999454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1999508.375000 Penalty: 3151.610352
	Iteration 28Q: 3 clusters Score -1999508 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1999561.250000 Penalty: 3151.610352
	Iteration 29Q: 3 clusters Score -1999561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1999591.875000 Penalty: 3151.610352
	Iteration 30Q: 3 clusters Score -1999592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1999612.750000 Penalty: 3151.610352
	Iteration 31Q: 3 clusters Score -1999613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1999637.250000 Penalty: 3151.610352
	Iteration 32Q: 3 clusters Score -1999637 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1999652.000000 Penalty: 3151.610352
	Iteration 33Q: 3 clusters Score -1999652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1999678.125000 Penalty: 3151.610352
	Iteration 34Q: 3 clusters Score -1999678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1999698.500000 Penalty: 3151.610352
	Iteration 35Q: 3 clusters Score -1999698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1999712.000000 Penalty: 3151.610352
	Iteration 36Q: 3 clusters Score -1999712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1999725.500000 Penalty: 3151.610352
	Iteration 37Q: 3 clusters Score -1999726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1999742.250000 Penalty: 3151.610352
	Iteration 38Q: 3 clusters Score -1999742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1999761.500000 Penalty: 3151.610352
	Iteration 39Q: 3 clusters Score -1999762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1999781.125000 Penalty: 3151.610352
	Iteration 40F: 3 clusters Score -1999781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1999799.125000 Penalty: 3151.610352
	Iteration 41Q: 3 clusters Score -1999799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1999811.750000 Penalty: 3151.610352
	Iteration 42Q: 3 clusters Score -1999812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1999817.375000 Penalty: 3151.610352
	Iteration 43Q: 3 clusters Score -1999817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1999829.625000 Penalty: 3151.610352
	Iteration 44Q: 3 clusters Score -1999830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1999839.500000 Penalty: 3151.610352
	Iteration 45Q: 3 clusters Score -1999840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1999844.625000 Penalty: 3151.610352
	Iteration 46Q: 3 clusters Score -1999845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1999853.500000 Penalty: 3151.610352
	Iteration 47Q: 3 clusters Score -1999854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1999861.125000 Penalty: 3151.610352
	Iteration 48Q: 3 clusters Score -1999861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1999865.625000 Penalty: 3151.610352
	Iteration 49Q: 3 clusters Score -1999866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1999868.500000 Penalty: 3151.610352
	Iteration 50Q: 3 clusters Score -1999868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1999872.125000 Penalty: 3151.610352
	Iteration 51Q: 3 clusters Score -1999872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1999880.250000 Penalty: 3151.610352
	Iteration 52Q: 3 clusters Score -1999880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1999882.375000 Penalty: 3151.610352
	Iteration 53Q: 3 clusters Score -1999882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1999885.000000 Penalty: 3151.610352
	Iteration 54Q: 3 clusters Score -1999885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1999889.625000 Penalty: 3151.610352
	Iteration 55Q: 3 clusters Score -1999890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1999890.000000 Penalty: 3151.610352
	Iteration 56Q: 3 clusters Score -1999890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1999893.125000 Penalty: 3151.610352
	Iteration 57Q: 3 clusters Score -1999893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1999892.750000 Penalty: 3151.610352
	Iteration 58Q: 3 clusters Score -1999893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1999896.750000 Penalty: 3151.610352
	Iteration 59Q: 3 clusters Score -1999897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1999897.500000 Penalty: 3151.610352
	Iteration 60F: 3 clusters Score -1999898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1999899.125000 Penalty: 3151.610352
	Iteration 61Q: 3 clusters Score -1999899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1999898.125000 Penalty: 3151.610352
	Iteration 62Q: 3 clusters Score -1999898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1999898.250000 Penalty: 3151.610352
	Iteration 63Q: 3 clusters Score -1999898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1999898.625000 Penalty: 3151.610352
	Iteration 64Q: 3 clusters Score -1999899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1999898.750000 Penalty: 3151.610352
	Iteration 65Q: 3 clusters Score -1999899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1999898.750000 Penalty: 3151.610352
	Iteration 66F: 3 clusters Score -1999899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -438978.187500 Penalty: 1335.640503
	Iteration 0F: 2 clusters Score -438978.2 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 1841 members 
Entering Unmasked Estep 
Score: -435858.687500 Penalty: 2671.281006
	Iteration 0F: 3 clusters Score -435858.7 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -436778.343750 Penalty: 2671.281006
	Iteration 1F: 3 clusters Score -436778.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -437073.593750 Penalty: 2671.281006
	Iteration 2F: 3 clusters Score -437073.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -437343.812500 Penalty: 2671.281006
	Iteration 3F: 3 clusters Score -437343.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -437595.906250 Penalty: 2671.281006
	Iteration 4F: 3 clusters Score -437595.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -437821.500000 Penalty: 2671.281006
	Iteration 5F: 3 clusters Score -437821.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -438017.687500 Penalty: 2671.281006
	Iteration 6F: 3 clusters Score -438017.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -438170.343750 Penalty: 2671.281006
	Iteration 7Q: 3 clusters Score -438170.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -438317.593750 Penalty: 2671.281006
	Iteration 8Q: 3 clusters Score -438317.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -438432.812500 Penalty: 2671.281006
	Iteration 9Q: 3 clusters Score -438432.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -438520.843750 Penalty: 2671.281006
	Iteration 10Q: 3 clusters Score -438520.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -438577.156250 Penalty: 2671.281006
	Iteration 11Q: 3 clusters Score -438577.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -438611.062500 Penalty: 2671.281006
	Iteration 12Q: 3 clusters Score -438611.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -438643.000000 Penalty: 2671.281006
	Iteration 13Q: 3 clusters Score -438643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -438663.437500 Penalty: 2671.281006
	Iteration 14Q: 3 clusters Score -438663.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -438677.125000 Penalty: 2671.281006
	Iteration 15Q: 3 clusters Score -438677.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -438690.125000 Penalty: 2671.281006
	Iteration 16Q: 3 clusters Score -438690.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -438700.500000 Penalty: 2671.281006
	Iteration 17Q: 3 clusters Score -438700.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -438712.125000 Penalty: 2671.281006
	Iteration 18Q: 3 clusters Score -438712.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -438725.750000 Penalty: 2671.281006
	Iteration 19Q: 3 clusters Score -438725.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -438738.687500 Penalty: 2671.281006
	Iteration 20F: 3 clusters Score -438738.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -438751.625000 Penalty: 2671.281006
	Iteration 21Q: 3 clusters Score -438751.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -438765.750000 Penalty: 2671.281006
	Iteration 22Q: 3 clusters Score -438765.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -438780.843750 Penalty: 2671.281006
	Iteration 23Q: 3 clusters Score -438780.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -438801.468750 Penalty: 2671.281006
	Iteration 24Q: 3 clusters Score -438801.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -438825.093750 Penalty: 2671.281006
	Iteration 25Q: 3 clusters Score -438825.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -438856.781250 Penalty: 2671.281006
	Iteration 26Q: 3 clusters Score -438856.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -438882.906250 Penalty: 2671.281006
	Iteration 27Q: 3 clusters Score -438882.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -438900.968750 Penalty: 2671.281006
	Iteration 28Q: 3 clusters Score -438901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -438912.562500 Penalty: 2671.281006
	Iteration 29Q: 3 clusters Score -438912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -438916.718750 Penalty: 2671.281006
	Iteration 30Q: 3 clusters Score -438916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -438920.250000 Penalty: 2671.281006
	Iteration 31Q: 3 clusters Score -438920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -438921.000000 Penalty: 2671.281006
	Iteration 32Q: 3 clusters Score -438921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -438920.843750 Penalty: 2671.281006
	Iteration 33Q: 3 clusters Score -438920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -438920.906250 Penalty: 2671.281006
	Iteration 34Q: 3 clusters Score -438920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -438921.843750 Penalty: 2671.281006
	Iteration 35Q: 3 clusters Score -438921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -438923.531250 Penalty: 2671.281006
	Iteration 36Q: 3 clusters Score -438923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -438925.812500 Penalty: 2671.281006
	Iteration 37Q: 3 clusters Score -438925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -438927.250000 Penalty: 2671.281006
	Iteration 38Q: 3 clusters Score -438927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -438928.031250 Penalty: 2671.281006
	Iteration 39Q: 3 clusters Score -438928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -438929.656250 Penalty: 2671.281006
	Iteration 40F: 3 clusters Score -438929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -438930.656250 Penalty: 2671.281006
	Iteration 41Q: 3 clusters Score -438930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -438930.875000 Penalty: 2671.281006
	Iteration 42Q: 3 clusters Score -438930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -438931.031250 Penalty: 2671.281006
	Iteration 43Q: 3 clusters Score -438931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -438931.375000 Penalty: 2671.281006
	Iteration 44Q: 3 clusters Score -438931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -438933.843750 Penalty: 2671.281006
	Iteration 45Q: 3 clusters Score -438933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -438937.156250 Penalty: 2671.281006
	Iteration 46Q: 3 clusters Score -438937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -438937.281250 Penalty: 2671.281006
	Iteration 47Q: 3 clusters Score -438937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -438937.656250 Penalty: 2671.281006
	Iteration 48Q: 3 clusters Score -438937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -438939.781250 Penalty: 2671.281006
	Iteration 49Q: 3 clusters Score -438939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -438940.093750 Penalty: 2671.281006
	Iteration 50Q: 3 clusters Score -438940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -438939.937500 Penalty: 2671.281006
	Iteration 51Q: 3 clusters Score -438939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -438939.937500 Penalty: 2671.281006
	Iteration 52F: 3 clusters Score -438939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Entering Unmasked Estep 
Score: -11968200.000000 Penalty: 1865.593872
	Iteration 0F: 2 clusters Score -1.19682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -11904459.000000 Penalty: 3731.187744
	Iteration 0F: 3 clusters Score -1.190446e+07 nChanged 46246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -11931774.000000 Penalty: 3731.187744
	Iteration 1F: 3 clusters Score -1.193177e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -11933088.000000 Penalty: 3731.187744
	Iteration 2Q: 3 clusters Score -1.193309e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -11934842.000000 Penalty: 3731.187744
	Iteration 3Q: 3 clusters Score -1.193484e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -11937152.000000 Penalty: 3731.187744
	Iteration 4Q: 3 clusters Score -1.193715e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -11940111.000000 Penalty: 3731.187744
	Iteration 5F: 3 clusters Score -1.194011e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -11943646.000000 Penalty: 3731.187744
	Iteration 6F: 3 clusters Score -1.194365e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -11947838.000000 Penalty: 3731.187744
	Iteration 7F: 3 clusters Score -1.194784e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -11952646.000000 Penalty: 3731.187744
	Iteration 8F: 3 clusters Score -1.195265e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -11957221.000000 Penalty: 3731.187744
	Iteration 9F: 3 clusters Score -1.195722e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -11960870.000000 Penalty: 3731.187744
	Iteration 10Q: 3 clusters Score -1.196087e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -11963433.000000 Penalty: 3731.187744
	Iteration 11Q: 3 clusters Score -1.196343e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -11964959.000000 Penalty: 3731.187744
	Iteration 12Q: 3 clusters Score -1.196496e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -11965785.000000 Penalty: 3731.187744
	Iteration 13Q: 3 clusters Score -1.196578e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11966206.000000 Penalty: 3731.187744
	Iteration 14Q: 3 clusters Score -1.196621e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11966461.000000 Penalty: 3731.187744
	Iteration 15Q: 3 clusters Score -1.196646e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11966679.000000 Penalty: 3731.187744
	Iteration 16Q: 3 clusters Score -1.196668e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11966814.000000 Penalty: 3731.187744
	Iteration 17Q: 3 clusters Score -1.196681e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11966876.000000 Penalty: 3731.187744
	Iteration 18Q: 3 clusters Score -1.196688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11966935.000000 Penalty: 3731.187744
	Iteration 19Q: 3 clusters Score -1.196694e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11966973.000000 Penalty: 3731.187744
	Iteration 20F: 3 clusters Score -1.196697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11967040.000000 Penalty: 3731.187744
	Iteration 21Q: 3 clusters Score -1.196704e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11967097.000000 Penalty: 3731.187744
	Iteration 22Q: 3 clusters Score -1.19671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11967157.000000 Penalty: 3731.187744
	Iteration 23Q: 3 clusters Score -1.196716e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11967206.000000 Penalty: 3731.187744
	Iteration 24Q: 3 clusters Score -1.196721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11967228.000000 Penalty: 3731.187744
	Iteration 25Q: 3 clusters Score -1.196723e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11967257.000000 Penalty: 3731.187744
	Iteration 26Q: 3 clusters Score -1.196726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11967280.000000 Penalty: 3731.187744
	Iteration 27Q: 3 clusters Score -1.196728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11967299.000000 Penalty: 3731.187744
	Iteration 28Q: 3 clusters Score -1.19673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11967318.000000 Penalty: 3731.187744
	Iteration 29Q: 3 clusters Score -1.196732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11967334.000000 Penalty: 3731.187744
	Iteration 30Q: 3 clusters Score -1.196733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11967343.000000 Penalty: 3731.187744
	Iteration 31Q: 3 clusters Score -1.196734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11967343.000000 Penalty: 3731.187744
	Iteration 32Q: 3 clusters Score -1.196734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11967352.000000 Penalty: 3731.187744
	Iteration 33Q: 3 clusters Score -1.196735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11967359.000000 Penalty: 3731.187744
	Iteration 34Q: 3 clusters Score -1.196736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95935 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11967367.000000 Penalty: 3731.187744
	Iteration 35Q: 3 clusters Score -1.196737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11967377.000000 Penalty: 3731.187744
	Iteration 36Q: 3 clusters Score -1.196738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11967385.000000 Penalty: 3731.187744
	Iteration 37Q: 3 clusters Score -1.196738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11967388.000000 Penalty: 3731.187744
	Iteration 38Q: 3 clusters Score -1.196739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11967403.000000 Penalty: 3731.187744
	Iteration 39Q: 3 clusters Score -1.19674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11967403.000000 Penalty: 3731.187744
	Iteration 40F: 3 clusters Score -1.19674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11967420.000000 Penalty: 3731.187744
	Iteration 41Q: 3 clusters Score -1.196742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11967413.000000 Penalty: 3731.187744
	Iteration 42Q: 3 clusters Score -1.196741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11967404.000000 Penalty: 3731.187744
	Iteration 43Q: 3 clusters Score -1.19674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11967409.000000 Penalty: 3731.187744
	Iteration 44Q: 3 clusters Score -1.196741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11967414.000000 Penalty: 3731.187744
	Iteration 45Q: 3 clusters Score -1.196741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11967414.000000 Penalty: 3731.187744
	Iteration 46Q: 3 clusters Score -1.196741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11967416.000000 Penalty: 3731.187744
	Iteration 47Q: 3 clusters Score -1.196742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11967412.000000 Penalty: 3731.187744
	Iteration 48Q: 3 clusters Score -1.196741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11967410.000000 Penalty: 3731.187744
	Iteration 49Q: 3 clusters Score -1.196741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11967416.000000 Penalty: 3731.187744
	Iteration 50Q: 3 clusters Score -1.196742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11967415.000000 Penalty: 3731.187744
	Iteration 51Q: 3 clusters Score -1.196742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11967415.000000 Penalty: 3731.187744
	Iteration 52F: 3 clusters Score -1.196742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Entering Unmasked Estep 
Score: -7503970.500000 Penalty: 1790.393921
	Iteration 0F: 2 clusters Score -7503970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -7463184.500000 Penalty: 3580.787842
	Iteration 0F: 3 clusters Score -7463184 nChanged 28875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -7479713.500000 Penalty: 3580.787842
	Iteration 1F: 3 clusters Score -7479714 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -7480429.500000 Penalty: 3580.787842
	Iteration 2Q: 3 clusters Score -7480430 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -7481361.000000 Penalty: 3580.787842
	Iteration 3Q: 3 clusters Score -7481361 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -7482560.500000 Penalty: 3580.787842
	Iteration 4Q: 3 clusters Score -7482560 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -7484346.000000 Penalty: 3580.787842
	Iteration 5F: 3 clusters Score -7484346 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -7486858.000000 Penalty: 3580.787842
	Iteration 6F: 3 clusters Score -7486858 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -7490318.000000 Penalty: 3580.787842
	Iteration 7F: 3 clusters Score -7490318 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -7493785.000000 Penalty: 3580.787842
	Iteration 8F: 3 clusters Score -7493785 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7496662.000000 Penalty: 3580.787842
	Iteration 9F: 3 clusters Score -7496662 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -7498639.000000 Penalty: 3580.787842
	Iteration 10Q: 3 clusters Score -7498639 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7499915.000000 Penalty: 3580.787842
	Iteration 11Q: 3 clusters Score -7499915 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7500757.000000 Penalty: 3580.787842
	Iteration 12Q: 3 clusters Score -7500757 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7501274.000000 Penalty: 3580.787842
	Iteration 13Q: 3 clusters Score -7501274 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7501684.500000 Penalty: 3580.787842
	Iteration 14Q: 3 clusters Score -7501684 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7501958.500000 Penalty: 3580.787842
	Iteration 15Q: 3 clusters Score -7501958 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7502119.500000 Penalty: 3580.787842
	Iteration 16Q: 3 clusters Score -7502120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7502213.000000 Penalty: 3580.787842
	Iteration 17Q: 3 clusters Score -7502213 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7502266.000000 Penalty: 3580.787842
	Iteration 18Q: 3 clusters Score -7502266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7502300.500000 Penalty: 3580.787842
	Iteration 19Q: 3 clusters Score -7502300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7502333.000000 Penalty: 3580.787842
	Iteration 20F: 3 clusters Score -7502333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7502349.000000 Penalty: 3580.787842
	Iteration 21Q: 3 clusters Score -7502349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7502363.000000 Penalty: 3580.787842
	Iteration 22Q: 3 clusters Score -7502363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7502381.000000 Penalty: 3580.787842
	Iteration 23Q: 3 clusters Score -7502381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7502391.500000 Penalty: 3580.787842
	Iteration 24Q: 3 clusters Score -7502392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7502404.500000 Penalty: 3580.787842
	Iteration 25Q: 3 clusters Score -7502404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7502408.500000 Penalty: 3580.787842
	Iteration 26Q: 3 clusters Score -7502408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7502413.000000 Penalty: 3580.787842
	Iteration 27Q: 3 clusters Score -7502413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7502426.000000 Penalty: 3580.787842
	Iteration 28Q: 3 clusters Score -7502426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7502436.000000 Penalty: 3580.787842
	Iteration 29Q: 3 clusters Score -7502436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7502439.500000 Penalty: 3580.787842
	Iteration 30Q: 3 clusters Score -7502440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7502455.000000 Penalty: 3580.787842
	Iteration 31Q: 3 clusters Score -7502455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7502463.500000 Penalty: 3580.787842
	Iteration 32Q: 3 clusters Score -7502464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7502469.500000 Penalty: 3580.787842
	Iteration 33Q: 3 clusters Score -7502470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7502474.500000 Penalty: 3580.787842
	Iteration 34Q: 3 clusters Score -7502474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7502484.000000 Penalty: 3580.787842
	Iteration 35Q: 3 clusters Score -7502484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7502484.000000 Penalty: 3580.787842
	Iteration 36Q: 3 clusters Score -7502484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7502480.000000 Penalty: 3580.787842
	Iteration 37Q: 3 clusters Score -7502480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7502473.000000 Penalty: 3580.787842
	Iteration 38Q: 3 clusters Score -7502473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7502475.000000 Penalty: 3580.787842
	Iteration 39Q: 3 clusters Score -7502475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7502485.500000 Penalty: 3580.787842
	Iteration 40F: 3 clusters Score -7502486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7502496.500000 Penalty: 3580.787842
	Iteration 41Q: 3 clusters Score -7502496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7502500.000000 Penalty: 3580.787842
	Iteration 42Q: 3 clusters Score -7502500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7502505.000000 Penalty: 3580.787842
	Iteration 43Q: 3 clusters Score -7502505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7502503.500000 Penalty: 3580.787842
	Iteration 44Q: 3 clusters Score -7502504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7502507.000000 Penalty: 3580.787842
	Iteration 45Q: 3 clusters Score -7502507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7502503.500000 Penalty: 3580.787842
	Iteration 46Q: 3 clusters Score -7502504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7502504.000000 Penalty: 3580.787842
	Iteration 47Q: 3 clusters Score -7502504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7502503.000000 Penalty: 3580.787842
	Iteration 48Q: 3 clusters Score -7502503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7502507.000000 Penalty: 3580.787842
	Iteration 49Q: 3 clusters Score -7502507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7502508.000000 Penalty: 3580.787842
	Iteration 50Q: 3 clusters Score -7502508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7502512.000000 Penalty: 3580.787842
	Iteration 51Q: 3 clusters Score -7502512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7502509.000000 Penalty: 3580.787842
	Iteration 52Q: 3 clusters Score -7502509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7502509.000000 Penalty: 3580.787842
	Iteration 53Q: 3 clusters Score -7502509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7502504.500000 Penalty: 3580.787842
	Iteration 54Q: 3 clusters Score -7502504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7502510.000000 Penalty: 3580.787842
	Iteration 55Q: 3 clusters Score -7502510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7502510.000000 Penalty: 3580.787842
	Iteration 56F: 3 clusters Score -7502510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -90477.218750 Penalty: 1101.921875
	Iteration 0F: 2 clusters Score -90477.22 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 434 members 
Entering Unmasked Estep 
Score: -89209.031250 Penalty: 2203.843750
	Iteration 0F: 3 clusters Score -89209.03 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89653.250000 Penalty: 2203.843750
	Iteration 1F: 3 clusters Score -89653.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89823.921875 Penalty: 2203.843750
	Iteration 2F: 3 clusters Score -89823.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89916.218750 Penalty: 2203.843750
	Iteration 3F: 3 clusters Score -89916.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90076.328125 Penalty: 2203.843750
	Iteration 4Q: 3 clusters Score -90076.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90337.835938 Penalty: 2203.843750
	Iteration 5F: 3 clusters Score -90337.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90650.242188 Penalty: 2203.843750
	Iteration 6F: 3 clusters Score -90650.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90914.015625 Penalty: 2203.843750
	Iteration 7Q: 3 clusters Score -90914.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91371.359375 Penalty: 2203.843750
	Iteration 8Q: 3 clusters Score -91371.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91535.929688 Penalty: 2203.843750
	Iteration 9Q: 3 clusters Score -91535.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91716.328125 Penalty: 2203.843750
	Iteration 10Q: 3 clusters Score -91716.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91869.781250 Penalty: 2203.843750
	Iteration 11Q: 3 clusters Score -91869.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91949.453125 Penalty: 2203.843750
	Iteration 12Q: 3 clusters Score -91949.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92007.359375 Penalty: 2203.843750
	Iteration 13Q: 3 clusters Score -92007.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92055.367188 Penalty: 2203.843750
	Iteration 14Q: 3 clusters Score -92055.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92080.992188 Penalty: 2203.843750
	Iteration 15Q: 3 clusters Score -92080.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92087.265625 Penalty: 2203.843750
	Iteration 16Q: 3 clusters Score -92087.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92089.328125 Penalty: 2203.843750
	Iteration 17F: 3 clusters Score -92089.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92094.390625 Penalty: 2203.843750
	Iteration 18Q: 3 clusters Score -92094.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92095.882812 Penalty: 2203.843750
	Iteration 19Q: 3 clusters Score -92095.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92096.687500 Penalty: 2203.843750
	Iteration 20F: 3 clusters Score -92096.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
Score: -141731056.000000 Penalty: 77134.625000
Splitting cluster 11 changes total score from -141732352.000000 to -141731056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -641918.062500 Penalty: 1396.369385
	Iteration 0F: 2 clusters Score -641918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -637664.375000 Penalty: 2792.738770
	Iteration 0F: 3 clusters Score -637664.4 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -638916.250000 Penalty: 2792.738770
	Iteration 1F: 3 clusters Score -638916.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -639206.687500 Penalty: 2792.738770
	Iteration 2F: 3 clusters Score -639206.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -639468.625000 Penalty: 2792.738770
	Iteration 3F: 3 clusters Score -639468.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -639741.562500 Penalty: 2792.738770
	Iteration 4F: 3 clusters Score -639741.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -639976.375000 Penalty: 2792.738770
	Iteration 5F: 3 clusters Score -639976.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -640174.562500 Penalty: 2792.738770
	Iteration 6F: 3 clusters Score -640174.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -640303.750000 Penalty: 2792.738770
	Iteration 7Q: 3 clusters Score -640303.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -640415.375000 Penalty: 2792.738770
	Iteration 8Q: 3 clusters Score -640415.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -640510.000000 Penalty: 2792.738770
	Iteration 9Q: 3 clusters Score -640510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -640587.625000 Penalty: 2792.738770
	Iteration 10Q: 3 clusters Score -640587.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -640649.562500 Penalty: 2792.738770
	Iteration 11Q: 3 clusters Score -640649.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -640698.000000 Penalty: 2792.738770
	Iteration 12Q: 3 clusters Score -640698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -640729.750000 Penalty: 2792.738770
	Iteration 13Q: 3 clusters Score -640729.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -640753.375000 Penalty: 2792.738770
	Iteration 14Q: 3 clusters Score -640753.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -640773.000000 Penalty: 2792.738770
	Iteration 15Q: 3 clusters Score -640773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -640799.375000 Penalty: 2792.738770
	Iteration 16Q: 3 clusters Score -640799.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -640819.937500 Penalty: 2792.738770
	Iteration 17Q: 3 clusters Score -640819.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -640832.062500 Penalty: 2792.738770
	Iteration 18Q: 3 clusters Score -640832.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -640847.875000 Penalty: 2792.738770
	Iteration 19Q: 3 clusters Score -640847.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -640857.562500 Penalty: 2792.738770
	Iteration 20F: 3 clusters Score -640857.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -640868.062500 Penalty: 2792.738770
	Iteration 21Q: 3 clusters Score -640868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -640871.437500 Penalty: 2792.738770
	Iteration 22Q: 3 clusters Score -640871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -640872.625000 Penalty: 2792.738770
	Iteration 23Q: 3 clusters Score -640872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -640874.562500 Penalty: 2792.738770
	Iteration 24Q: 3 clusters Score -640874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -640874.750000 Penalty: 2792.738770
	Iteration 25Q: 3 clusters Score -640874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -640875.437500 Penalty: 2792.738770
	Iteration 26Q: 3 clusters Score -640875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -640876.375000 Penalty: 2792.738770
	Iteration 27Q: 3 clusters Score -640876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -640876.375000 Penalty: 2792.738770
	Iteration 28F: 3 clusters Score -640876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -193123.359375 Penalty: 1217.754517
	Iteration 0F: 2 clusters Score -193123.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191249.734375 Penalty: 2435.509033
	Iteration 0F: 3 clusters Score -191249.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -191890.812500 Penalty: 2435.509033
	Iteration 1F: 3 clusters Score -191890.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192237.250000 Penalty: 2435.509033
	Iteration 2F: 3 clusters Score -192237.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -192525.062500 Penalty: 2435.509033
	Iteration 3F: 3 clusters Score -192525.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -192846.140625 Penalty: 2435.509033
	Iteration 4F: 3 clusters Score -192846.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -193030.921875 Penalty: 2435.509033
	Iteration 5F: 3 clusters Score -193030.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193132.750000 Penalty: 2435.509033
	Iteration 6Q: 3 clusters Score -193132.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -193218.437500 Penalty: 2435.509033
	Iteration 7Q: 3 clusters Score -193218.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -193268.875000 Penalty: 2435.509033
	Iteration 8Q: 3 clusters Score -193268.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -193307.796875 Penalty: 2435.509033
	Iteration 9Q: 3 clusters Score -193307.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -193342.859375 Penalty: 2435.509033
	Iteration 10Q: 3 clusters Score -193342.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -193370.312500 Penalty: 2435.509033
	Iteration 11Q: 3 clusters Score -193370.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193389.906250 Penalty: 2435.509033
	Iteration 12Q: 3 clusters Score -193389.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -193404.859375 Penalty: 2435.509033
	Iteration 13Q: 3 clusters Score -193404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -193414.937500 Penalty: 2435.509033
	Iteration 14Q: 3 clusters Score -193414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -193424.093750 Penalty: 2435.509033
	Iteration 15Q: 3 clusters Score -193424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -193430.781250 Penalty: 2435.509033
	Iteration 16Q: 3 clusters Score -193430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -193433.812500 Penalty: 2435.509033
	Iteration 17Q: 3 clusters Score -193433.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -193440.265625 Penalty: 2435.509033
	Iteration 18Q: 3 clusters Score -193440.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193446.796875 Penalty: 2435.509033
	Iteration 19Q: 3 clusters Score -193446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193450.562500 Penalty: 2435.509033
	Iteration 20F: 3 clusters Score -193450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -193456.500000 Penalty: 2435.509033
	Iteration 21Q: 3 clusters Score -193456.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193459.546875 Penalty: 2435.509033
	Iteration 22Q: 3 clusters Score -193459.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -193462.656250 Penalty: 2435.509033
	Iteration 23Q: 3 clusters Score -193462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -193464.828125 Penalty: 2435.509033
	Iteration 24Q: 3 clusters Score -193464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -193467.390625 Penalty: 2435.509033
	Iteration 25Q: 3 clusters Score -193467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -193472.031250 Penalty: 2435.509033
	Iteration 26Q: 3 clusters Score -193472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -193474.500000 Penalty: 2435.509033
	Iteration 27Q: 3 clusters Score -193474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -193476.375000 Penalty: 2435.509033
	Iteration 28Q: 3 clusters Score -193476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193481.078125 Penalty: 2435.509033
	Iteration 29Q: 3 clusters Score -193481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193487.921875 Penalty: 2435.509033
	Iteration 30Q: 3 clusters Score -193487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193494.187500 Penalty: 2435.509033
	Iteration 31Q: 3 clusters Score -193494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -193504.390625 Penalty: 2435.509033
	Iteration 32Q: 3 clusters Score -193504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -193513.328125 Penalty: 2435.509033
	Iteration 33Q: 3 clusters Score -193513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193521.484375 Penalty: 2435.509033
	Iteration 34Q: 3 clusters Score -193521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -193533.906250 Penalty: 2435.509033
	Iteration 35Q: 3 clusters Score -193533.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -193540.812500 Penalty: 2435.509033
	Iteration 36Q: 3 clusters Score -193540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -193544.359375 Penalty: 2435.509033
	Iteration 37Q: 3 clusters Score -193544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -193548.968750 Penalty: 2435.509033
	Iteration 38Q: 3 clusters Score -193549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -193551.812500 Penalty: 2435.509033
	Iteration 39Q: 3 clusters Score -193551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -193553.656250 Penalty: 2435.509033
	Iteration 40F: 3 clusters Score -193553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193557.718750 Penalty: 2435.509033
	Iteration 41Q: 3 clusters Score -193557.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -193558.906250 Penalty: 2435.509033
	Iteration 42Q: 3 clusters Score -193558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193559.562500 Penalty: 2435.509033
	Iteration 43Q: 3 clusters Score -193559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193559.562500 Penalty: 2435.509033
	Iteration 44F: 3 clusters Score -193559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 681 members 
Entering Unmasked Estep 
Score: -141730112.000000 Penalty: 77134.625000
Splitting cluster 13 changes total score from -141732352.000000 to -141730112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (94492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Entering Unmasked Estep 
Score: -11907410.000000 Penalty: 1861.643921
	Iteration 0F: 2 clusters Score -1.190741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -11844479.000000 Penalty: 3723.287842
	Iteration 0F: 3 clusters Score -1.184448e+07 nChanged 45197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -11870663.000000 Penalty: 3723.287842
	Iteration 1F: 3 clusters Score -1.187066e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -11871236.000000 Penalty: 3723.287842
	Iteration 2Q: 3 clusters Score -1.187124e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -11871920.000000 Penalty: 3723.287842
	Iteration 3Q: 3 clusters Score -1.187192e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -11872761.000000 Penalty: 3723.287842
	Iteration 4Q: 3 clusters Score -1.187276e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -11874042.000000 Penalty: 3723.287842
	Iteration 5Q: 3 clusters Score -1.187404e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -11875994.000000 Penalty: 3723.287842
	Iteration 6Q: 3 clusters Score -1.187599e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -11879111.000000 Penalty: 3723.287842
	Iteration 7F: 3 clusters Score -1.187911e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -11883404.000000 Penalty: 3723.287842
	Iteration 8F: 3 clusters Score -1.18834e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -11887983.000000 Penalty: 3723.287842
	Iteration 9F: 3 clusters Score -1.188798e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -11890880.000000 Penalty: 3723.287842
	Iteration 10F: 3 clusters Score -1.189088e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -11892335.000000 Penalty: 3723.287842
	Iteration 11Q: 3 clusters Score -1.189234e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -11893075.000000 Penalty: 3723.287842
	Iteration 12Q: 3 clusters Score -1.189308e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -11893636.000000 Penalty: 3723.287842
	Iteration 13Q: 3 clusters Score -1.189364e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -11894131.000000 Penalty: 3723.287842
	Iteration 14Q: 3 clusters Score -1.189413e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -11894620.000000 Penalty: 3723.287842
	Iteration 15Q: 3 clusters Score -1.189462e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -11895268.000000 Penalty: 3723.287842
	Iteration 16Q: 3 clusters Score -1.189527e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -11895820.000000 Penalty: 3723.287842
	Iteration 17Q: 3 clusters Score -1.189582e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -11896340.000000 Penalty: 3723.287842
	Iteration 18Q: 3 clusters Score -1.189634e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -11896908.000000 Penalty: 3723.287842
	Iteration 19Q: 3 clusters Score -1.189691e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -11897616.000000 Penalty: 3723.287842
	Iteration 20F: 3 clusters Score -1.189762e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -11898163.000000 Penalty: 3723.287842
	Iteration 21Q: 3 clusters Score -1.189816e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -11898790.000000 Penalty: 3723.287842
	Iteration 22Q: 3 clusters Score -1.189879e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -11899435.000000 Penalty: 3723.287842
	Iteration 23Q: 3 clusters Score -1.189944e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -11900004.000000 Penalty: 3723.287842
	Iteration 24Q: 3 clusters Score -1.19e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -11900645.000000 Penalty: 3723.287842
	Iteration 25Q: 3 clusters Score -1.190064e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -11901214.000000 Penalty: 3723.287842
	Iteration 26Q: 3 clusters Score -1.190121e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -11901774.000000 Penalty: 3723.287842
	Iteration 27Q: 3 clusters Score -1.190177e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -11902295.000000 Penalty: 3723.287842
	Iteration 28Q: 3 clusters Score -1.19023e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -11902861.000000 Penalty: 3723.287842
	Iteration 29Q: 3 clusters Score -1.190286e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -11903279.000000 Penalty: 3723.287842
	Iteration 30Q: 3 clusters Score -1.190328e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -11903775.000000 Penalty: 3723.287842
	Iteration 31Q: 3 clusters Score -1.190378e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -11904173.000000 Penalty: 3723.287842
	Iteration 32Q: 3 clusters Score -1.190417e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -11904409.000000 Penalty: 3723.287842
	Iteration 33Q: 3 clusters Score -1.190441e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -11904640.000000 Penalty: 3723.287842
	Iteration 34Q: 3 clusters Score -1.190464e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -11904836.000000 Penalty: 3723.287842
	Iteration 35Q: 3 clusters Score -1.190484e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -11905122.000000 Penalty: 3723.287842
	Iteration 36Q: 3 clusters Score -1.190512e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -11905278.000000 Penalty: 3723.287842
	Iteration 37Q: 3 clusters Score -1.190528e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -11905418.000000 Penalty: 3723.287842
	Iteration 38Q: 3 clusters Score -1.190542e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -11905506.000000 Penalty: 3723.287842
	Iteration 39Q: 3 clusters Score -1.190551e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -11905565.000000 Penalty: 3723.287842
	Iteration 40F: 3 clusters Score -1.190556e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -11905599.000000 Penalty: 3723.287842
	Iteration 41Q: 3 clusters Score -1.19056e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -11905632.000000 Penalty: 3723.287842
	Iteration 42Q: 3 clusters Score -1.190563e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -11905648.000000 Penalty: 3723.287842
	Iteration 43Q: 3 clusters Score -1.190565e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -11905690.000000 Penalty: 3723.287842
	Iteration 44Q: 3 clusters Score -1.190569e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -11905688.000000 Penalty: 3723.287842
	Iteration 45Q: 3 clusters Score -1.190569e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -11905722.000000 Penalty: 3723.287842
	Iteration 46Q: 3 clusters Score -1.190572e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -11905761.000000 Penalty: 3723.287842
	Iteration 47Q: 3 clusters Score -1.190576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -11905793.000000 Penalty: 3723.287842
	Iteration 48Q: 3 clusters Score -1.190579e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -11905825.000000 Penalty: 3723.287842
	Iteration 49Q: 3 clusters Score -1.190582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -11905864.000000 Penalty: 3723.287842
	Iteration 50Q: 3 clusters Score -1.190586e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 92648 members 
Entering Unmasked Estep 
Score: -11905849.000000 Penalty: 3723.287842
	Iteration 51Q: 3 clusters Score -1.190585e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -11905842.000000 Penalty: 3723.287842
	Iteration 52Q: 3 clusters Score -1.190584e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -11905876.000000 Penalty: 3723.287842
	Iteration 53Q: 3 clusters Score -1.190588e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -11905857.000000 Penalty: 3723.287842
	Iteration 54Q: 3 clusters Score -1.190586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -11905865.000000 Penalty: 3723.287842
	Iteration 55Q: 3 clusters Score -1.190586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -11905870.000000 Penalty: 3723.287842
	Iteration 56Q: 3 clusters Score -1.190587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -11905858.000000 Penalty: 3723.287842
	Iteration 57Q: 3 clusters Score -1.190586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -11905871.000000 Penalty: 3723.287842
	Iteration 58Q: 3 clusters Score -1.190587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -11905874.000000 Penalty: 3723.287842
	Iteration 59Q: 3 clusters Score -1.190587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -11905874.000000 Penalty: 3723.287842
	Iteration 60F: 3 clusters Score -1.190587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -11905870.000000 Penalty: 3723.287842
	Iteration 61Q: 3 clusters Score -1.190587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -11905872.000000 Penalty: 3723.287842
	Iteration 62Q: 3 clusters Score -1.190587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -11905883.000000 Penalty: 3723.287842
	Iteration 63Q: 3 clusters Score -1.190588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -11905898.000000 Penalty: 3723.287842
	Iteration 64Q: 3 clusters Score -1.19059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -11905885.000000 Penalty: 3723.287842
	Iteration 65Q: 3 clusters Score -1.190588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -11905905.000000 Penalty: 3723.287842
	Iteration 66Q: 3 clusters Score -1.19059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -11905904.000000 Penalty: 3723.287842
	Iteration 67Q: 3 clusters Score -1.19059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -11905922.000000 Penalty: 3723.287842
	Iteration 68Q: 3 clusters Score -1.190592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -11905926.000000 Penalty: 3723.287842
	Iteration 69Q: 3 clusters Score -1.190593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -11905941.000000 Penalty: 3723.287842
	Iteration 70Q: 3 clusters Score -1.190594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -11905957.000000 Penalty: 3723.287842
	Iteration 71Q: 3 clusters Score -1.190596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -11905963.000000 Penalty: 3723.287842
	Iteration 72Q: 3 clusters Score -1.190596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -11905962.000000 Penalty: 3723.287842
	Iteration 73Q: 3 clusters Score -1.190596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -11905957.000000 Penalty: 3723.287842
	Iteration 74Q: 3 clusters Score -1.190596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -11905969.000000 Penalty: 3723.287842
	Iteration 75Q: 3 clusters Score -1.190597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -11905965.000000 Penalty: 3723.287842
	Iteration 76Q: 3 clusters Score -1.190596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -11905972.000000 Penalty: 3723.287842
	Iteration 77Q: 3 clusters Score -1.190597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -11905975.000000 Penalty: 3723.287842
	Iteration 78Q: 3 clusters Score -1.190598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -11906000.000000 Penalty: 3723.287842
	Iteration 79Q: 3 clusters Score -1.1906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -11906000.000000 Penalty: 3723.287842
	Iteration 80F: 3 clusters Score -1.1906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -11905993.000000 Penalty: 3723.287842
	Iteration 81Q: 3 clusters Score -1.190599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 93160 members 
Entering Unmasked Estep 
Score: -11906010.000000 Penalty: 3723.287842
	Iteration 82Q: 3 clusters Score -1.190601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -11905999.000000 Penalty: 3723.287842
	Iteration 83Q: 3 clusters Score -1.1906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -11906003.000000 Penalty: 3723.287842
	Iteration 84Q: 3 clusters Score -1.1906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -11905997.000000 Penalty: 3723.287842
	Iteration 85Q: 3 clusters Score -1.1906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -11905998.000000 Penalty: 3723.287842
	Iteration 86Q: 3 clusters Score -1.1906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -11906009.000000 Penalty: 3723.287842
	Iteration 87Q: 3 clusters Score -1.190601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -11906009.000000 Penalty: 3723.287842
	Iteration 88F: 3 clusters Score -1.190601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126279 members 
Entering Unmasked Estep 
Score: -16019475.000000 Penalty: 1908.765503
	Iteration 0F: 2 clusters Score -1.601948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -15943751.000000 Penalty: 3817.531006
	Iteration 0F: 3 clusters Score -1.594375e+07 nChanged 60666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -15979097.000000 Penalty: 3817.531006
	Iteration 1F: 3 clusters Score -1.59791e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -15980449.000000 Penalty: 3817.531006
	Iteration 2Q: 3 clusters Score -1.598045e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -15982516.000000 Penalty: 3817.531006
	Iteration 3Q: 3 clusters Score -1.598252e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -15986194.000000 Penalty: 3817.531006
	Iteration 4F: 3 clusters Score -1.598619e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -15991967.000000 Penalty: 3817.531006
	Iteration 5F: 3 clusters Score -1.599197e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -15999634.000000 Penalty: 3817.531006
	Iteration 6F: 3 clusters Score -1.599963e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -16006077.000000 Penalty: 3817.531006
	Iteration 7F: 3 clusters Score -1.600608e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -16008517.000000 Penalty: 3817.531006
	Iteration 8F: 3 clusters Score -1.600852e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -16008993.000000 Penalty: 3817.531006
	Iteration 9Q: 3 clusters Score -1.600899e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -16009056.000000 Penalty: 3817.531006
	Iteration 10Q: 3 clusters Score -1.600906e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -16009026.000000 Penalty: 3817.531006
	Iteration 11Q: 3 clusters Score -1.600903e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -16009060.000000 Penalty: 3817.531006
	Iteration 12Q: 3 clusters Score -1.600906e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -16009023.000000 Penalty: 3817.531006
	Iteration 13Q: 3 clusters Score -1.600902e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -16008994.000000 Penalty: 3817.531006
	Iteration 14Q: 3 clusters Score -1.600899e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -16008964.000000 Penalty: 3817.531006
	Iteration 15Q: 3 clusters Score -1.600896e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -16008845.000000 Penalty: 3817.531006
	Iteration 16Q: 3 clusters Score -1.600884e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -16008747.000000 Penalty: 3817.531006
	Iteration 17Q: 3 clusters Score -1.600875e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -16008762.000000 Penalty: 3817.531006
	Iteration 18Q: 3 clusters Score -1.600876e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -16008840.000000 Penalty: 3817.531006
	Iteration 19Q: 3 clusters Score -1.600884e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -16008811.000000 Penalty: 3817.531006
	Iteration 20F: 3 clusters Score -1.600881e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -16008874.000000 Penalty: 3817.531006
	Iteration 21Q: 3 clusters Score -1.600887e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -16008998.000000 Penalty: 3817.531006
	Iteration 22Q: 3 clusters Score -1.6009e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -16009171.000000 Penalty: 3817.531006
	Iteration 23Q: 3 clusters Score -1.600917e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -16009317.000000 Penalty: 3817.531006
	Iteration 24Q: 3 clusters Score -1.600932e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -16009526.000000 Penalty: 3817.531006
	Iteration 25Q: 3 clusters Score -1.600953e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -16009849.000000 Penalty: 3817.531006
	Iteration 26Q: 3 clusters Score -1.600985e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -16010171.000000 Penalty: 3817.531006
	Iteration 27Q: 3 clusters Score -1.601017e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -16010458.000000 Penalty: 3817.531006
	Iteration 28Q: 3 clusters Score -1.601046e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -16010854.000000 Penalty: 3817.531006
	Iteration 29Q: 3 clusters Score -1.601085e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -16011260.000000 Penalty: 3817.531006
	Iteration 30Q: 3 clusters Score -1.601126e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -16011896.000000 Penalty: 3817.531006
	Iteration 31Q: 3 clusters Score -1.60119e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -16012551.000000 Penalty: 3817.531006
	Iteration 32Q: 3 clusters Score -1.601255e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -16013124.000000 Penalty: 3817.531006
	Iteration 33Q: 3 clusters Score -1.601312e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -16013684.000000 Penalty: 3817.531006
	Iteration 34Q: 3 clusters Score -1.601368e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -16014298.000000 Penalty: 3817.531006
	Iteration 35Q: 3 clusters Score -1.60143e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -16014917.000000 Penalty: 3817.531006
	Iteration 36Q: 3 clusters Score -1.601492e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -16015429.000000 Penalty: 3817.531006
	Iteration 37Q: 3 clusters Score -1.601543e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -16015888.000000 Penalty: 3817.531006
	Iteration 38Q: 3 clusters Score -1.601589e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -16016396.000000 Penalty: 3817.531006
	Iteration 39Q: 3 clusters Score -1.60164e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -16016837.000000 Penalty: 3817.531006
	Iteration 40F: 3 clusters Score -1.601684e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -16017164.000000 Penalty: 3817.531006
	Iteration 41Q: 3 clusters Score -1.601716e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -16017514.000000 Penalty: 3817.531006
	Iteration 42Q: 3 clusters Score -1.601751e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -16017831.000000 Penalty: 3817.531006
	Iteration 43Q: 3 clusters Score -1.601783e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -16017889.000000 Penalty: 3817.531006
	Iteration 44Q: 3 clusters Score -1.601789e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -16018015.000000 Penalty: 3817.531006
	Iteration 45Q: 3 clusters Score -1.601802e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -16018140.000000 Penalty: 3817.531006
	Iteration 46Q: 3 clusters Score -1.601814e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -16018250.000000 Penalty: 3817.531006
	Iteration 47Q: 3 clusters Score -1.601825e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -16018369.000000 Penalty: 3817.531006
	Iteration 48Q: 3 clusters Score -1.601837e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -16018351.000000 Penalty: 3817.531006
	Iteration 49Q: 3 clusters Score -1.601835e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -16018412.000000 Penalty: 3817.531006
	Iteration 50Q: 3 clusters Score -1.601841e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -16018453.000000 Penalty: 3817.531006
	Iteration 51Q: 3 clusters Score -1.601845e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -16018379.000000 Penalty: 3817.531006
	Iteration 52Q: 3 clusters Score -1.601838e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -16018375.000000 Penalty: 3817.531006
	Iteration 53Q: 3 clusters Score -1.601838e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -16018456.000000 Penalty: 3817.531006
	Iteration 54Q: 3 clusters Score -1.601846e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -16018434.000000 Penalty: 3817.531006
	Iteration 55Q: 3 clusters Score -1.601843e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -16018438.000000 Penalty: 3817.531006
	Iteration 56Q: 3 clusters Score -1.601844e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91244 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -16018477.000000 Penalty: 3817.531006
	Iteration 57Q: 3 clusters Score -1.601848e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -16018520.000000 Penalty: 3817.531006
	Iteration 58Q: 3 clusters Score -1.601852e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -16018465.000000 Penalty: 3817.531006
	Iteration 59Q: 3 clusters Score -1.601846e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -16018401.000000 Penalty: 3817.531006
	Iteration 60F: 3 clusters Score -1.60184e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -16018423.000000 Penalty: 3817.531006
	Iteration 61Q: 3 clusters Score -1.601842e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -16018421.000000 Penalty: 3817.531006
	Iteration 62Q: 3 clusters Score -1.601842e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -16018483.000000 Penalty: 3817.531006
	Iteration 63Q: 3 clusters Score -1.601848e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -16018451.000000 Penalty: 3817.531006
	Iteration 64Q: 3 clusters Score -1.601845e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -16018499.000000 Penalty: 3817.531006
	Iteration 65Q: 3 clusters Score -1.60185e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -16018470.000000 Penalty: 3817.531006
	Iteration 66Q: 3 clusters Score -1.601847e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -16018471.000000 Penalty: 3817.531006
	Iteration 67Q: 3 clusters Score -1.601847e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104224 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -16018524.000000 Penalty: 3817.531006
	Iteration 68Q: 3 clusters Score -1.601852e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -16018483.000000 Penalty: 3817.531006
	Iteration 69Q: 3 clusters Score -1.601848e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -16018668.000000 Penalty: 3817.531006
	Iteration 70Q: 3 clusters Score -1.601867e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -16018786.000000 Penalty: 3817.531006
	Iteration 71Q: 3 clusters Score -1.601879e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -16018868.000000 Penalty: 3817.531006
	Iteration 72Q: 3 clusters Score -1.601887e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -16019077.000000 Penalty: 3817.531006
	Iteration 73Q: 3 clusters Score -1.601908e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -16019357.000000 Penalty: 3817.531006
	Iteration 74Q: 3 clusters Score -1.601936e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -16019536.000000 Penalty: 3817.531006
	Iteration 75Q: 3 clusters Score -1.601954e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -16019606.000000 Penalty: 3817.531006
	Iteration 76Q: 3 clusters Score -1.601961e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -16019724.000000 Penalty: 3817.531006
	Iteration 77Q: 3 clusters Score -1.601972e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114505 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -16019760.000000 Penalty: 3817.531006
	Iteration 78Q: 3 clusters Score -1.601976e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -16019874.000000 Penalty: 3817.531006
	Iteration 79Q: 3 clusters Score -1.601987e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115739 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -16019900.000000 Penalty: 3817.531006
	Iteration 80F: 3 clusters Score -1.60199e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116279 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -16019855.000000 Penalty: 3817.531006
	Iteration 81Q: 3 clusters Score -1.601986e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116772 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -16019816.000000 Penalty: 3817.531006
	Iteration 82Q: 3 clusters Score -1.601982e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117256 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -16019737.000000 Penalty: 3817.531006
	Iteration 83Q: 3 clusters Score -1.601974e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117714 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -16019708.000000 Penalty: 3817.531006
	Iteration 84Q: 3 clusters Score -1.601971e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118152 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -16019670.000000 Penalty: 3817.531006
	Iteration 85Q: 3 clusters Score -1.601967e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -16019624.000000 Penalty: 3817.531006
	Iteration 86Q: 3 clusters Score -1.601962e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -16019617.000000 Penalty: 3817.531006
	Iteration 87Q: 3 clusters Score -1.601962e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -16019558.000000 Penalty: 3817.531006
	Iteration 88Q: 3 clusters Score -1.601956e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119887 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -16019549.000000 Penalty: 3817.531006
	Iteration 89Q: 3 clusters Score -1.601955e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -16019529.000000 Penalty: 3817.531006
	Iteration 90Q: 3 clusters Score -1.601953e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -16019444.000000 Penalty: 3817.531006
	Iteration 91Q: 3 clusters Score -1.601944e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -16019393.000000 Penalty: 3817.531006
	Iteration 92Q: 3 clusters Score -1.601939e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121445 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -16019323.000000 Penalty: 3817.531006
	Iteration 93Q: 3 clusters Score -1.601932e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -16019248.000000 Penalty: 3817.531006
	Iteration 94Q: 3 clusters Score -1.601925e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -16019258.000000 Penalty: 3817.531006
	Iteration 95Q: 3 clusters Score -1.601926e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122406 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -16019224.000000 Penalty: 3817.531006
	Iteration 96Q: 3 clusters Score -1.601922e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16019154.000000 Penalty: 3817.531006
	Iteration 97Q: 3 clusters Score -1.601915e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -16019160.000000 Penalty: 3817.531006
	Iteration 98Q: 3 clusters Score -1.601916e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -16019149.000000 Penalty: 3817.531006
	Iteration 99Q: 3 clusters Score -1.601915e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -16019111.000000 Penalty: 3817.531006
	Iteration 100F: 3 clusters Score -1.601911e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -16019022.000000 Penalty: 3817.531006
	Iteration 101Q: 3 clusters Score -1.601902e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -16018942.000000 Penalty: 3817.531006
	Iteration 102Q: 3 clusters Score -1.601894e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123785 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -16018891.000000 Penalty: 3817.531006
	Iteration 103Q: 3 clusters Score -1.601889e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -16018845.000000 Penalty: 3817.531006
	Iteration 104Q: 3 clusters Score -1.601884e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -16018793.000000 Penalty: 3817.531006
	Iteration 105Q: 3 clusters Score -1.601879e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124117 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -16018763.000000 Penalty: 3817.531006
	Iteration 106Q: 3 clusters Score -1.601876e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124215 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -16018716.000000 Penalty: 3817.531006
	Iteration 107Q: 3 clusters Score -1.601872e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -16018684.000000 Penalty: 3817.531006
	Iteration 108Q: 3 clusters Score -1.601868e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16018661.000000 Penalty: 3817.531006
	Iteration 109Q: 3 clusters Score -1.601866e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -16018652.000000 Penalty: 3817.531006
	Iteration 110Q: 3 clusters Score -1.601865e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124507 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -16018633.000000 Penalty: 3817.531006
	Iteration 111Q: 3 clusters Score -1.601863e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124550 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -16018619.000000 Penalty: 3817.531006
	Iteration 112Q: 3 clusters Score -1.601862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124578 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16018621.000000 Penalty: 3817.531006
	Iteration 113Q: 3 clusters Score -1.601862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124617 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16018599.000000 Penalty: 3817.531006
	Iteration 114Q: 3 clusters Score -1.60186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -16018595.000000 Penalty: 3817.531006
	Iteration 115Q: 3 clusters Score -1.60186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16018592.000000 Penalty: 3817.531006
	Iteration 116Q: 3 clusters Score -1.601859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124705 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -16018607.000000 Penalty: 3817.531006
	Iteration 117Q: 3 clusters Score -1.601861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16018594.000000 Penalty: 3817.531006
	Iteration 118Q: 3 clusters Score -1.601859e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -16018578.000000 Penalty: 3817.531006
	Iteration 119Q: 3 clusters Score -1.601858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124810 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -16018567.000000 Penalty: 3817.531006
	Iteration 120F: 3 clusters Score -1.601857e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16018572.000000 Penalty: 3817.531006
	Iteration 121Q: 3 clusters Score -1.601857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124857 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16018568.000000 Penalty: 3817.531006
	Iteration 122Q: 3 clusters Score -1.601857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124871 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16018566.000000 Penalty: 3817.531006
	Iteration 123Q: 3 clusters Score -1.601857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -16018569.000000 Penalty: 3817.531006
	Iteration 124Q: 3 clusters Score -1.601857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124889 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16018559.000000 Penalty: 3817.531006
	Iteration 125Q: 3 clusters Score -1.601856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16018564.000000 Penalty: 3817.531006
	Iteration 126Q: 3 clusters Score -1.601856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124915 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -16018557.000000 Penalty: 3817.531006
	Iteration 127Q: 3 clusters Score -1.601856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124922 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -16018548.000000 Penalty: 3817.531006
	Iteration 128Q: 3 clusters Score -1.601855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16018557.000000 Penalty: 3817.531006
	Iteration 129Q: 3 clusters Score -1.601856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124932 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16018556.000000 Penalty: 3817.531006
	Iteration 130Q: 3 clusters Score -1.601856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -16018564.000000 Penalty: 3817.531006
	Iteration 131Q: 3 clusters Score -1.601856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124945 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16018566.000000 Penalty: 3817.531006
	Iteration 132Q: 3 clusters Score -1.601857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124954 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -16018553.000000 Penalty: 3817.531006
	Iteration 133Q: 3 clusters Score -1.601855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124961 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16018547.000000 Penalty: 3817.531006
	Iteration 134Q: 3 clusters Score -1.601855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124973 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16018550.000000 Penalty: 3817.531006
	Iteration 135Q: 3 clusters Score -1.601855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124976 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16018550.000000 Penalty: 3817.531006
	Iteration 136Q: 3 clusters Score -1.601855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124978 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16018544.000000 Penalty: 3817.531006
	Iteration 137Q: 3 clusters Score -1.601854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124984 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16018558.000000 Penalty: 3817.531006
	Iteration 138Q: 3 clusters Score -1.601856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124992 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16018553.000000 Penalty: 3817.531006
	Iteration 139Q: 3 clusters Score -1.601855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -16018551.000000 Penalty: 3817.531006
	Iteration 140F: 3 clusters Score -1.601855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -16018549.000000 Penalty: 3817.531006
	Iteration 141Q: 3 clusters Score -1.601855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -16018536.000000 Penalty: 3817.531006
	Iteration 142Q: 3 clusters Score -1.601854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -16018532.000000 Penalty: 3817.531006
	Iteration 143Q: 3 clusters Score -1.601853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -16018527.000000 Penalty: 3817.531006
	Iteration 144Q: 3 clusters Score -1.601853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -16018541.000000 Penalty: 3817.531006
	Iteration 145Q: 3 clusters Score -1.601854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125042 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16018540.000000 Penalty: 3817.531006
	Iteration 146Q: 3 clusters Score -1.601854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -16018560.000000 Penalty: 3817.531006
	Iteration 147Q: 3 clusters Score -1.601856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125054 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16018566.000000 Penalty: 3817.531006
	Iteration 148Q: 3 clusters Score -1.601857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16018565.000000 Penalty: 3817.531006
	Iteration 149Q: 3 clusters Score -1.601856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16018592.000000 Penalty: 3817.531006
	Iteration 150Q: 3 clusters Score -1.601859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16018581.000000 Penalty: 3817.531006
	Iteration 151Q: 3 clusters Score -1.601858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125101 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -16018569.000000 Penalty: 3817.531006
	Iteration 152Q: 3 clusters Score -1.601857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16018568.000000 Penalty: 3817.531006
	Iteration 153Q: 3 clusters Score -1.601857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -16018564.000000 Penalty: 3817.531006
	Iteration 154Q: 3 clusters Score -1.601856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -16018560.000000 Penalty: 3817.531006
	Iteration 155Q: 3 clusters Score -1.601856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -16018558.000000 Penalty: 3817.531006
	Iteration 156Q: 3 clusters Score -1.601856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16018554.000000 Penalty: 3817.531006
	Iteration 157Q: 3 clusters Score -1.601855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -16018551.000000 Penalty: 3817.531006
	Iteration 158Q: 3 clusters Score -1.601855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16018556.000000 Penalty: 3817.531006
	Iteration 159Q: 3 clusters Score -1.601856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16018556.000000 Penalty: 3817.531006
	Iteration 160F: 3 clusters Score -1.601856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125135 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16018559.000000 Penalty: 3817.531006
	Iteration 161Q: 3 clusters Score -1.601856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125137 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -16018563.000000 Penalty: 3817.531006
	Iteration 162Q: 3 clusters Score -1.601856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16018555.000000 Penalty: 3817.531006
	Iteration 163Q: 3 clusters Score -1.601856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16018553.000000 Penalty: 3817.531006
	Iteration 164Q: 3 clusters Score -1.601855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125143 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16018550.000000 Penalty: 3817.531006
	Iteration 165Q: 3 clusters Score -1.601855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125145 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16018558.000000 Penalty: 3817.531006
	Iteration 166Q: 3 clusters Score -1.601856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125147 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16018539.000000 Penalty: 3817.531006
	Iteration 167Q: 3 clusters Score -1.601854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125154 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16018546.000000 Penalty: 3817.531006
	Iteration 168Q: 3 clusters Score -1.601855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16018547.000000 Penalty: 3817.531006
	Iteration 169Q: 3 clusters Score -1.601855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125165 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16018547.000000 Penalty: 3817.531006
	Iteration 170Q: 3 clusters Score -1.601855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16018539.000000 Penalty: 3817.531006
	Iteration 171Q: 3 clusters Score -1.601854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125174 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16018529.000000 Penalty: 3817.531006
	Iteration 172Q: 3 clusters Score -1.601853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125179 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16018531.000000 Penalty: 3817.531006
	Iteration 173Q: 3 clusters Score -1.601853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125183 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16018542.000000 Penalty: 3817.531006
	Iteration 174Q: 3 clusters Score -1.601854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125189 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16018555.000000 Penalty: 3817.531006
	Iteration 175Q: 3 clusters Score -1.601856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125197 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16018543.000000 Penalty: 3817.531006
	Iteration 176Q: 3 clusters Score -1.601854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16018544.000000 Penalty: 3817.531006
	Iteration 177Q: 3 clusters Score -1.601854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16018520.000000 Penalty: 3817.531006
	Iteration 178Q: 3 clusters Score -1.601852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125234 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16018517.000000 Penalty: 3817.531006
	Iteration 179Q: 3 clusters Score -1.601852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16018508.000000 Penalty: 3817.531006
	Iteration 180F: 3 clusters Score -1.601851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125253 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16018498.000000 Penalty: 3817.531006
	Iteration 181Q: 3 clusters Score -1.60185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16018489.000000 Penalty: 3817.531006
	Iteration 182Q: 3 clusters Score -1.601849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125268 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16018499.000000 Penalty: 3817.531006
	Iteration 183Q: 3 clusters Score -1.60185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125272 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16018516.000000 Penalty: 3817.531006
	Iteration 184Q: 3 clusters Score -1.601852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -16018514.000000 Penalty: 3817.531006
	Iteration 185Q: 3 clusters Score -1.601851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -16018510.000000 Penalty: 3817.531006
	Iteration 186Q: 3 clusters Score -1.601851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125284 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -16018518.000000 Penalty: 3817.531006
	Iteration 187Q: 3 clusters Score -1.601852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -16018511.000000 Penalty: 3817.531006
	Iteration 188Q: 3 clusters Score -1.601851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16018512.000000 Penalty: 3817.531006
	Iteration 189Q: 3 clusters Score -1.601851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -16018527.000000 Penalty: 3817.531006
	Iteration 190Q: 3 clusters Score -1.601853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125290 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -16018512.000000 Penalty: 3817.531006
	Iteration 191Q: 3 clusters Score -1.601851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16018514.000000 Penalty: 3817.531006
	Iteration 192Q: 3 clusters Score -1.601851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16018515.000000 Penalty: 3817.531006
	Iteration 193Q: 3 clusters Score -1.601852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125293 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16018520.000000 Penalty: 3817.531006
	Iteration 194Q: 3 clusters Score -1.601852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16018517.000000 Penalty: 3817.531006
	Iteration 195Q: 3 clusters Score -1.601852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125293 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16018516.000000 Penalty: 3817.531006
	Iteration 196Q: 3 clusters Score -1.601852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16018521.000000 Penalty: 3817.531006
	Iteration 197Q: 3 clusters Score -1.601852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16018517.000000 Penalty: 3817.531006
	Iteration 198Q: 3 clusters Score -1.601852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16018514.000000 Penalty: 3817.531006
	Iteration 199Q: 3 clusters Score -1.601851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16018514.000000 Penalty: 3817.531006
	Iteration 200F: 3 clusters Score -1.601851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Entering Unmasked Estep 
Score: -3360106.500000 Penalty: 1654.868408
	Iteration 0F: 2 clusters Score -3360106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3342246.500000 Penalty: 3309.736816
	Iteration 0F: 3 clusters Score -3342246 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3348870.750000 Penalty: 3309.736816
	Iteration 1F: 3 clusters Score -3348871 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3349246.000000 Penalty: 3309.736816
	Iteration 2Q: 3 clusters Score -3349246 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3349562.750000 Penalty: 3309.736816
	Iteration 3Q: 3 clusters Score -3349563 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3349961.250000 Penalty: 3309.736816
	Iteration 4Q: 3 clusters Score -3349961 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3350439.750000 Penalty: 3309.736816
	Iteration 5Q: 3 clusters Score -3350440 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3351077.250000 Penalty: 3309.736816
	Iteration 6Q: 3 clusters Score -3351077 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3351962.250000 Penalty: 3309.736816
	Iteration 7F: 3 clusters Score -3351962 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3353231.000000 Penalty: 3309.736816
	Iteration 8F: 3 clusters Score -3353231 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3354795.500000 Penalty: 3309.736816
	Iteration 9F: 3 clusters Score -3354796 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3356150.000000 Penalty: 3309.736816
	Iteration 10F: 3 clusters Score -3356150 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3357133.000000 Penalty: 3309.736816
	Iteration 11Q: 3 clusters Score -3357133 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3357638.250000 Penalty: 3309.736816
	Iteration 12Q: 3 clusters Score -3357638 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3357928.500000 Penalty: 3309.736816
	Iteration 13Q: 3 clusters Score -3357928 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3358124.750000 Penalty: 3309.736816
	Iteration 14Q: 3 clusters Score -3358125 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3358263.250000 Penalty: 3309.736816
	Iteration 15Q: 3 clusters Score -3358263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3358368.750000 Penalty: 3309.736816
	Iteration 16Q: 3 clusters Score -3358369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3358475.250000 Penalty: 3309.736816
	Iteration 17Q: 3 clusters Score -3358475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3358547.000000 Penalty: 3309.736816
	Iteration 18Q: 3 clusters Score -3358547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3358621.000000 Penalty: 3309.736816
	Iteration 19Q: 3 clusters Score -3358621 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3358683.000000 Penalty: 3309.736816
	Iteration 20F: 3 clusters Score -3358683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3358717.750000 Penalty: 3309.736816
	Iteration 21Q: 3 clusters Score -3358718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3358746.500000 Penalty: 3309.736816
	Iteration 22Q: 3 clusters Score -3358746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3358760.750000 Penalty: 3309.736816
	Iteration 23Q: 3 clusters Score -3358761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3358773.500000 Penalty: 3309.736816
	Iteration 24Q: 3 clusters Score -3358774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3358790.750000 Penalty: 3309.736816
	Iteration 25Q: 3 clusters Score -3358791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3358796.750000 Penalty: 3309.736816
	Iteration 26Q: 3 clusters Score -3358797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3358804.000000 Penalty: 3309.736816
	Iteration 27Q: 3 clusters Score -3358804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3358811.250000 Penalty: 3309.736816
	Iteration 28Q: 3 clusters Score -3358811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3358819.500000 Penalty: 3309.736816
	Iteration 29Q: 3 clusters Score -3358820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3358818.750000 Penalty: 3309.736816
	Iteration 30Q: 3 clusters Score -3358819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3358823.750000 Penalty: 3309.736816
	Iteration 31Q: 3 clusters Score -3358824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3358823.000000 Penalty: 3309.736816
	Iteration 32Q: 3 clusters Score -3358823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3358826.500000 Penalty: 3309.736816
	Iteration 33Q: 3 clusters Score -3358826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3358826.500000 Penalty: 3309.736816
	Iteration 34F: 3 clusters Score -3358826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -46566.578125 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -46566.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45661.167969 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -45661.17 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46433.789062 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -46433.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46857.910156 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -46857.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47101.968750 Penalty: 2072.988525
	Iteration 3F: 3 clusters Score -47101.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47249.042969 Penalty: 2072.988525
	Iteration 4Q: 3 clusters Score -47249.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47357.656250 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -47357.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47380.394531 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -47380.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47386.007812 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -47386.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47389.468750 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -47389.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47389.468750 Penalty: 2072.988525
	Iteration 9F: 3 clusters Score -47389.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 361 members 
Entering Unmasked Estep 
Score: -141730288.000000 Penalty: 77134.625000
Splitting cluster 17 changes total score from -141732352.000000 to -141730288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (17328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Entering Unmasked Estep 
Score: -2127836.500000 Penalty: 1586.012939
	Iteration 0F: 2 clusters Score -2127836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2116041.250000 Penalty: 3172.025879
	Iteration 0F: 3 clusters Score -2116041 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2120749.500000 Penalty: 3172.025879
	Iteration 1F: 3 clusters Score -2120750 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2121520.000000 Penalty: 3172.025879
	Iteration 2F: 3 clusters Score -2121520 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2122373.500000 Penalty: 3172.025879
	Iteration 3F: 3 clusters Score -2122374 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2123293.000000 Penalty: 3172.025879
	Iteration 4F: 3 clusters Score -2123293 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2124389.750000 Penalty: 3172.025879
	Iteration 5F: 3 clusters Score -2124390 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2125553.000000 Penalty: 3172.025879
	Iteration 6F: 3 clusters Score -2125553 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2126611.000000 Penalty: 3172.025879
	Iteration 7F: 3 clusters Score -2126611 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2127324.250000 Penalty: 3172.025879
	Iteration 8Q: 3 clusters Score -2127324 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2127750.000000 Penalty: 3172.025879
	Iteration 9Q: 3 clusters Score -2127750 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2127959.750000 Penalty: 3172.025879
	Iteration 10Q: 3 clusters Score -2127960 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2128075.500000 Penalty: 3172.025879
	Iteration 11Q: 3 clusters Score -2128076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2128141.000000 Penalty: 3172.025879
	Iteration 12Q: 3 clusters Score -2128141 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2128167.750000 Penalty: 3172.025879
	Iteration 13Q: 3 clusters Score -2128168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2128187.250000 Penalty: 3172.025879
	Iteration 14Q: 3 clusters Score -2128187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2128202.750000 Penalty: 3172.025879
	Iteration 15Q: 3 clusters Score -2128203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2128208.500000 Penalty: 3172.025879
	Iteration 16Q: 3 clusters Score -2128208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2128219.500000 Penalty: 3172.025879
	Iteration 17Q: 3 clusters Score -2128220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2128219.000000 Penalty: 3172.025879
	Iteration 18Q: 3 clusters Score -2128219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2128224.750000 Penalty: 3172.025879
	Iteration 19Q: 3 clusters Score -2128225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2128226.750000 Penalty: 3172.025879
	Iteration 20F: 3 clusters Score -2128227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2128231.000000 Penalty: 3172.025879
	Iteration 21Q: 3 clusters Score -2128231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2128231.500000 Penalty: 3172.025879
	Iteration 22Q: 3 clusters Score -2128232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2128227.500000 Penalty: 3172.025879
	Iteration 23Q: 3 clusters Score -2128228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2128231.750000 Penalty: 3172.025879
	Iteration 24Q: 3 clusters Score -2128232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2128232.750000 Penalty: 3172.025879
	Iteration 25Q: 3 clusters Score -2128233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2128232.500000 Penalty: 3172.025879
	Iteration 26Q: 3 clusters Score -2128232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2128237.000000 Penalty: 3172.025879
	Iteration 27Q: 3 clusters Score -2128237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2128238.750000 Penalty: 3172.025879
	Iteration 28Q: 3 clusters Score -2128239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2128238.750000 Penalty: 3172.025879
	Iteration 29F: 3 clusters Score -2128239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 7282 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 10046 members 
Entering Unmasked Estep 
Score: -141730400.000000 Penalty: 77134.625000
Splitting cluster 18 changes total score from -141732352.000000 to -141730400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (105956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Entering Unmasked Estep 
Score: -13411177.000000 Penalty: 1880.251587
	Iteration 0F: 2 clusters Score -1.341118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -13341581.000000 Penalty: 3760.503174
	Iteration 0F: 3 clusters Score -1.334158e+07 nChanged 50971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -13371575.000000 Penalty: 3760.503174
	Iteration 1F: 3 clusters Score -1.337158e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -13372908.000000 Penalty: 3760.503174
	Iteration 2Q: 3 clusters Score -1.337291e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -13374866.000000 Penalty: 3760.503174
	Iteration 3Q: 3 clusters Score -1.337487e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -13378244.000000 Penalty: 3760.503174
	Iteration 4F: 3 clusters Score -1.337824e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -13383074.000000 Penalty: 3760.503174
	Iteration 5F: 3 clusters Score -1.338307e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -13389448.000000 Penalty: 3760.503174
	Iteration 6F: 3 clusters Score -1.338945e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -13396290.000000 Penalty: 3760.503174
	Iteration 7F: 3 clusters Score -1.339629e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -13401649.000000 Penalty: 3760.503174
	Iteration 8F: 3 clusters Score -1.340165e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -13404624.000000 Penalty: 3760.503174
	Iteration 9Q: 3 clusters Score -1.340462e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -13406128.000000 Penalty: 3760.503174
	Iteration 10Q: 3 clusters Score -1.340613e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -13407013.000000 Penalty: 3760.503174
	Iteration 11Q: 3 clusters Score -1.340701e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -13407630.000000 Penalty: 3760.503174
	Iteration 12Q: 3 clusters Score -1.340763e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98309 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -13408230.000000 Penalty: 3760.503174
	Iteration 13Q: 3 clusters Score -1.340823e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -13408556.000000 Penalty: 3760.503174
	Iteration 14Q: 3 clusters Score -1.340856e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -13408907.000000 Penalty: 3760.503174
	Iteration 15Q: 3 clusters Score -1.340891e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -13409229.000000 Penalty: 3760.503174
	Iteration 16Q: 3 clusters Score -1.340923e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -13409493.000000 Penalty: 3760.503174
	Iteration 17Q: 3 clusters Score -1.340949e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -13409684.000000 Penalty: 3760.503174
	Iteration 18Q: 3 clusters Score -1.340968e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -13409779.000000 Penalty: 3760.503174
	Iteration 19Q: 3 clusters Score -1.340978e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103457 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -13409843.000000 Penalty: 3760.503174
	Iteration 20F: 3 clusters Score -1.340984e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -13409848.000000 Penalty: 3760.503174
	Iteration 21Q: 3 clusters Score -1.340985e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13409921.000000 Penalty: 3760.503174
	Iteration 22Q: 3 clusters Score -1.340992e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104105 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13409974.000000 Penalty: 3760.503174
	Iteration 23Q: 3 clusters Score -1.340997e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -13410005.000000 Penalty: 3760.503174
	Iteration 24Q: 3 clusters Score -1.341e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13410009.000000 Penalty: 3760.503174
	Iteration 25Q: 3 clusters Score -1.341001e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13410054.000000 Penalty: 3760.503174
	Iteration 26Q: 3 clusters Score -1.341005e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13410061.000000 Penalty: 3760.503174
	Iteration 27Q: 3 clusters Score -1.341006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13410085.000000 Penalty: 3760.503174
	Iteration 28Q: 3 clusters Score -1.341008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13410080.000000 Penalty: 3760.503174
	Iteration 29Q: 3 clusters Score -1.341008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13410080.000000 Penalty: 3760.503174
	Iteration 30Q: 3 clusters Score -1.341008e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -13410101.000000 Penalty: 3760.503174
	Iteration 31Q: 3 clusters Score -1.34101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104743 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13410085.000000 Penalty: 3760.503174
	Iteration 32Q: 3 clusters Score -1.341008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13410104.000000 Penalty: 3760.503174
	Iteration 33Q: 3 clusters Score -1.34101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13410087.000000 Penalty: 3760.503174
	Iteration 34Q: 3 clusters Score -1.341009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13410092.000000 Penalty: 3760.503174
	Iteration 35Q: 3 clusters Score -1.341009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104832 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13410108.000000 Penalty: 3760.503174
	Iteration 36Q: 3 clusters Score -1.341011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13410087.000000 Penalty: 3760.503174
	Iteration 37Q: 3 clusters Score -1.341009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13410073.000000 Penalty: 3760.503174
	Iteration 38Q: 3 clusters Score -1.341007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13410074.000000 Penalty: 3760.503174
	Iteration 39Q: 3 clusters Score -1.341007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13410055.000000 Penalty: 3760.503174
	Iteration 40F: 3 clusters Score -1.341006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -13410055.000000 Penalty: 3760.503174
	Iteration 41Q: 3 clusters Score -1.341006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -13410056.000000 Penalty: 3760.503174
	Iteration 42Q: 3 clusters Score -1.341006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13410053.000000 Penalty: 3760.503174
	Iteration 43Q: 3 clusters Score -1.341005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13410055.000000 Penalty: 3760.503174
	Iteration 44Q: 3 clusters Score -1.341006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13410069.000000 Penalty: 3760.503174
	Iteration 45Q: 3 clusters Score -1.341007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13410070.000000 Penalty: 3760.503174
	Iteration 46Q: 3 clusters Score -1.341007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13410064.000000 Penalty: 3760.503174
	Iteration 47Q: 3 clusters Score -1.341006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13410069.000000 Penalty: 3760.503174
	Iteration 48Q: 3 clusters Score -1.341007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13410074.000000 Penalty: 3760.503174
	Iteration 49Q: 3 clusters Score -1.341007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13410075.000000 Penalty: 3760.503174
	Iteration 50Q: 3 clusters Score -1.341008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13410082.000000 Penalty: 3760.503174
	Iteration 51Q: 3 clusters Score -1.341008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13410082.000000 Penalty: 3760.503174
	Iteration 52Q: 3 clusters Score -1.341008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104921 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13410077.000000 Penalty: 3760.503174
	Iteration 53Q: 3 clusters Score -1.341008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13410078.000000 Penalty: 3760.503174
	Iteration 54Q: 3 clusters Score -1.341008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13410075.000000 Penalty: 3760.503174
	Iteration 55Q: 3 clusters Score -1.341008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13410080.000000 Penalty: 3760.503174
	Iteration 56Q: 3 clusters Score -1.341008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13410085.000000 Penalty: 3760.503174
	Iteration 57Q: 3 clusters Score -1.341008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13410085.000000 Penalty: 3760.503174
	Iteration 58F: 3 clusters Score -1.341008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Entering Unmasked Estep 
Score: -1341301.250000 Penalty: 1513.008057
	Iteration 0F: 2 clusters Score -1341301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1333587.125000 Penalty: 3026.016113
	Iteration 0F: 3 clusters Score -1333587 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1336385.750000 Penalty: 3026.016113
	Iteration 1F: 3 clusters Score -1336386 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1336868.625000 Penalty: 3026.016113
	Iteration 2F: 3 clusters Score -1336869 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1337338.750000 Penalty: 3026.016113
	Iteration 3F: 3 clusters Score -1337339 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1337818.875000 Penalty: 3026.016113
	Iteration 4F: 3 clusters Score -1337819 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1338320.375000 Penalty: 3026.016113
	Iteration 5F: 3 clusters Score -1338320 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1338751.375000 Penalty: 3026.016113
	Iteration 6F: 3 clusters Score -1338751 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1339079.125000 Penalty: 3026.016113
	Iteration 7F: 3 clusters Score -1339079 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1339342.250000 Penalty: 3026.016113
	Iteration 8Q: 3 clusters Score -1339342 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1339511.625000 Penalty: 3026.016113
	Iteration 9Q: 3 clusters Score -1339512 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1339614.125000 Penalty: 3026.016113
	Iteration 10Q: 3 clusters Score -1339614 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1339703.250000 Penalty: 3026.016113
	Iteration 11Q: 3 clusters Score -1339703 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1339775.000000 Penalty: 3026.016113
	Iteration 12Q: 3 clusters Score -1339775 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1339849.125000 Penalty: 3026.016113
	Iteration 13Q: 3 clusters Score -1339849 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1339917.125000 Penalty: 3026.016113
	Iteration 14Q: 3 clusters Score -1339917 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1339978.500000 Penalty: 3026.016113
	Iteration 15Q: 3 clusters Score -1339978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1340030.375000 Penalty: 3026.016113
	Iteration 16Q: 3 clusters Score -1340030 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1340103.875000 Penalty: 3026.016113
	Iteration 17Q: 3 clusters Score -1340104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1340172.500000 Penalty: 3026.016113
	Iteration 18Q: 3 clusters Score -1340172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1340242.375000 Penalty: 3026.016113
	Iteration 19Q: 3 clusters Score -1340242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1340302.000000 Penalty: 3026.016113
	Iteration 20F: 3 clusters Score -1340302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1340353.750000 Penalty: 3026.016113
	Iteration 21Q: 3 clusters Score -1340354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1340407.750000 Penalty: 3026.016113
	Iteration 22Q: 3 clusters Score -1340408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1340446.750000 Penalty: 3026.016113
	Iteration 23Q: 3 clusters Score -1340447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1340478.875000 Penalty: 3026.016113
	Iteration 24Q: 3 clusters Score -1340479 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1340509.500000 Penalty: 3026.016113
	Iteration 25Q: 3 clusters Score -1340510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1340536.000000 Penalty: 3026.016113
	Iteration 26Q: 3 clusters Score -1340536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1340563.250000 Penalty: 3026.016113
	Iteration 27Q: 3 clusters Score -1340563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1340586.250000 Penalty: 3026.016113
	Iteration 28Q: 3 clusters Score -1340586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1340597.625000 Penalty: 3026.016113
	Iteration 29Q: 3 clusters Score -1340598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1340613.125000 Penalty: 3026.016113
	Iteration 30Q: 3 clusters Score -1340613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1340627.750000 Penalty: 3026.016113
	Iteration 31Q: 3 clusters Score -1340628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1340637.375000 Penalty: 3026.016113
	Iteration 32Q: 3 clusters Score -1340637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1340649.000000 Penalty: 3026.016113
	Iteration 33Q: 3 clusters Score -1340649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1340661.500000 Penalty: 3026.016113
	Iteration 34Q: 3 clusters Score -1340662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1340671.625000 Penalty: 3026.016113
	Iteration 35Q: 3 clusters Score -1340672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1340679.875000 Penalty: 3026.016113
	Iteration 36Q: 3 clusters Score -1340680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1340683.750000 Penalty: 3026.016113
	Iteration 37Q: 3 clusters Score -1340684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1340691.750000 Penalty: 3026.016113
	Iteration 38Q: 3 clusters Score -1340692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1340697.625000 Penalty: 3026.016113
	Iteration 39Q: 3 clusters Score -1340698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1340699.000000 Penalty: 3026.016113
	Iteration 40F: 3 clusters Score -1340699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1340705.375000 Penalty: 3026.016113
	Iteration 41Q: 3 clusters Score -1340705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1340715.875000 Penalty: 3026.016113
	Iteration 42Q: 3 clusters Score -1340716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1340722.000000 Penalty: 3026.016113
	Iteration 43Q: 3 clusters Score -1340722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1340729.125000 Penalty: 3026.016113
	Iteration 44Q: 3 clusters Score -1340729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1340730.125000 Penalty: 3026.016113
	Iteration 45Q: 3 clusters Score -1340730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1340732.125000 Penalty: 3026.016113
	Iteration 46Q: 3 clusters Score -1340732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1340735.125000 Penalty: 3026.016113
	Iteration 47Q: 3 clusters Score -1340735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1340741.625000 Penalty: 3026.016113
	Iteration 48Q: 3 clusters Score -1340742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1340744.500000 Penalty: 3026.016113
	Iteration 49Q: 3 clusters Score -1340744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1340749.000000 Penalty: 3026.016113
	Iteration 50Q: 3 clusters Score -1340749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1340749.125000 Penalty: 3026.016113
	Iteration 51Q: 3 clusters Score -1340749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1340751.375000 Penalty: 3026.016113
	Iteration 52Q: 3 clusters Score -1340751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1340752.750000 Penalty: 3026.016113
	Iteration 53Q: 3 clusters Score -1340753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1340754.500000 Penalty: 3026.016113
	Iteration 54Q: 3 clusters Score -1340754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1340756.000000 Penalty: 3026.016113
	Iteration 55Q: 3 clusters Score -1340756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1340757.000000 Penalty: 3026.016113
	Iteration 56Q: 3 clusters Score -1340757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1340757.375000 Penalty: 3026.016113
	Iteration 57Q: 3 clusters Score -1340757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1340755.875000 Penalty: 3026.016113
	Iteration 58Q: 3 clusters Score -1340756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1340755.000000 Penalty: 3026.016113
	Iteration 59Q: 3 clusters Score -1340755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1340755.000000 Penalty: 3026.016113
	Iteration 60F: 3 clusters Score -1340755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -33967.316406 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -33967.32 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 265 members 
Entering Unmasked Estep 
Score: -33069.656250 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -33069.66 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33756.218750 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -33756.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34200.078125 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -34200.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34369.394531 Penalty: 2036.222900
	Iteration 3Q: 3 clusters Score -34369.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34575.757812 Penalty: 2036.222900
	Iteration 4Q: 3 clusters Score -34575.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34705.558594 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -34705.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34790.058594 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -34790.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34849.074219 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -34849.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34891.269531 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -34891.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34943.433594 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -34943.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35032.222656 Penalty: 2036.222900
	Iteration 10Q: 3 clusters Score -35032.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35086.773438 Penalty: 2036.222900
	Iteration 11Q: 3 clusters Score -35086.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35109.167969 Penalty: 2036.222900
	Iteration 12Q: 3 clusters Score -35109.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35119.890625 Penalty: 2036.222900
	Iteration 13Q: 3 clusters Score -35119.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35123.980469 Penalty: 2036.222900
	Iteration 14Q: 3 clusters Score -35123.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35135.367188 Penalty: 2036.222900
	Iteration 15F: 3 clusters Score -35135.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35140.542969 Penalty: 2036.222900
	Iteration 16Q: 3 clusters Score -35140.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35140.542969 Penalty: 2036.222900
	Iteration 17F: 3 clusters Score -35140.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 240 members 
Entering Unmasked Estep 
Score: -141730704.000000 Penalty: 77134.625000
Splitting cluster 21 changes total score from -141732352.000000 to -141730704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (54674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Entering Unmasked Estep 
Score: -6887292.500000 Penalty: 1772.735840
	Iteration 0F: 2 clusters Score -6887292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6850714.500000 Penalty: 3545.471680
	Iteration 0F: 3 clusters Score -6850714 nChanged 25678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6865549.000000 Penalty: 3545.471680
	Iteration 1F: 3 clusters Score -6865549 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -6866475.000000 Penalty: 3545.471680
	Iteration 2Q: 3 clusters Score -6866475 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -6868184.500000 Penalty: 3545.471680
	Iteration 3F: 3 clusters Score -6868184 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -6871060.000000 Penalty: 3545.471680
	Iteration 4F: 3 clusters Score -6871060 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6875278.000000 Penalty: 3545.471680
	Iteration 5F: 3 clusters Score -6875278 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -6879464.000000 Penalty: 3545.471680
	Iteration 6F: 3 clusters Score -6879464 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6882343.500000 Penalty: 3545.471680
	Iteration 7F: 3 clusters Score -6882344 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6884006.000000 Penalty: 3545.471680
	Iteration 8Q: 3 clusters Score -6884006 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -6884919.500000 Penalty: 3545.471680
	Iteration 9Q: 3 clusters Score -6884920 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -6885357.500000 Penalty: 3545.471680
	Iteration 10Q: 3 clusters Score -6885358 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -6885693.000000 Penalty: 3545.471680
	Iteration 11Q: 3 clusters Score -6885693 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -6885896.500000 Penalty: 3545.471680
	Iteration 12Q: 3 clusters Score -6885896 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -6886003.000000 Penalty: 3545.471680
	Iteration 13Q: 3 clusters Score -6886003 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -6886094.000000 Penalty: 3545.471680
	Iteration 14Q: 3 clusters Score -6886094 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -6886135.500000 Penalty: 3545.471680
	Iteration 15Q: 3 clusters Score -6886136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -6886146.000000 Penalty: 3545.471680
	Iteration 16Q: 3 clusters Score -6886146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -6886194.000000 Penalty: 3545.471680
	Iteration 17Q: 3 clusters Score -6886194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -6886236.000000 Penalty: 3545.471680
	Iteration 18Q: 3 clusters Score -6886236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -6886258.500000 Penalty: 3545.471680
	Iteration 19Q: 3 clusters Score -6886258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -6886268.000000 Penalty: 3545.471680
	Iteration 20F: 3 clusters Score -6886268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -6886304.500000 Penalty: 3545.471680
	Iteration 21Q: 3 clusters Score -6886304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -6886321.500000 Penalty: 3545.471680
	Iteration 22Q: 3 clusters Score -6886322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -6886330.500000 Penalty: 3545.471680
	Iteration 23Q: 3 clusters Score -6886330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -6886353.000000 Penalty: 3545.471680
	Iteration 24Q: 3 clusters Score -6886353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -6886362.500000 Penalty: 3545.471680
	Iteration 25Q: 3 clusters Score -6886362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -6886376.500000 Penalty: 3545.471680
	Iteration 26Q: 3 clusters Score -6886376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -6886391.000000 Penalty: 3545.471680
	Iteration 27Q: 3 clusters Score -6886391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6886388.000000 Penalty: 3545.471680
	Iteration 28Q: 3 clusters Score -6886388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -6886385.500000 Penalty: 3545.471680
	Iteration 29Q: 3 clusters Score -6886386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -6886383.000000 Penalty: 3545.471680
	Iteration 30Q: 3 clusters Score -6886383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -6886383.500000 Penalty: 3545.471680
	Iteration 31Q: 3 clusters Score -6886384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -6886398.000000 Penalty: 3545.471680
	Iteration 32Q: 3 clusters Score -6886398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -6886398.500000 Penalty: 3545.471680
	Iteration 33Q: 3 clusters Score -6886398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -6886405.500000 Penalty: 3545.471680
	Iteration 34Q: 3 clusters Score -6886406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -6886405.500000 Penalty: 3545.471680
	Iteration 35Q: 3 clusters Score -6886406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -6886401.000000 Penalty: 3545.471680
	Iteration 36Q: 3 clusters Score -6886401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -6886406.000000 Penalty: 3545.471680
	Iteration 37Q: 3 clusters Score -6886406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6886413.500000 Penalty: 3545.471680
	Iteration 38Q: 3 clusters Score -6886414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -6886415.500000 Penalty: 3545.471680
	Iteration 39Q: 3 clusters Score -6886416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -6886419.000000 Penalty: 3545.471680
	Iteration 40F: 3 clusters Score -6886419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -6886428.000000 Penalty: 3545.471680
	Iteration 41Q: 3 clusters Score -6886428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6886427.500000 Penalty: 3545.471680
	Iteration 42Q: 3 clusters Score -6886428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -6886429.500000 Penalty: 3545.471680
	Iteration 43Q: 3 clusters Score -6886430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -6886433.500000 Penalty: 3545.471680
	Iteration 44Q: 3 clusters Score -6886434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -6886428.500000 Penalty: 3545.471680
	Iteration 45Q: 3 clusters Score -6886428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -6886418.500000 Penalty: 3545.471680
	Iteration 46Q: 3 clusters Score -6886418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -6886424.500000 Penalty: 3545.471680
	Iteration 47Q: 3 clusters Score -6886424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -6886422.500000 Penalty: 3545.471680
	Iteration 48Q: 3 clusters Score -6886422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -6886414.500000 Penalty: 3545.471680
	Iteration 49Q: 3 clusters Score -6886414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -6886424.500000 Penalty: 3545.471680
	Iteration 50Q: 3 clusters Score -6886424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -6886420.000000 Penalty: 3545.471680
	Iteration 51Q: 3 clusters Score -6886420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -6886420.000000 Penalty: 3545.471680
	Iteration 52Q: 3 clusters Score -6886420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -6886420.000000 Penalty: 3545.471680
	Iteration 53F: 3 clusters Score -6886420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -221990.640625 Penalty: 1219.910400
	Iteration 0F: 2 clusters Score -221990.6 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 929 members 
Entering Unmasked Estep 
Score: -220013.937500 Penalty: 2439.820801
	Iteration 0F: 3 clusters Score -220013.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -220447.906250 Penalty: 2439.820801
	Iteration 1F: 3 clusters Score -220447.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220572.109375 Penalty: 2439.820801
	Iteration 2F: 3 clusters Score -220572.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -220641.781250 Penalty: 2439.820801
	Iteration 3F: 3 clusters Score -220641.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -220692.265625 Penalty: 2439.820801
	Iteration 4Q: 3 clusters Score -220692.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -220742.859375 Penalty: 2439.820801
	Iteration 5Q: 3 clusters Score -220742.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -220802.125000 Penalty: 2439.820801
	Iteration 6Q: 3 clusters Score -220802.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -220879.296875 Penalty: 2439.820801
	Iteration 7Q: 3 clusters Score -220879.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220950.312500 Penalty: 2439.820801
	Iteration 8Q: 3 clusters Score -220950.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -221034.000000 Penalty: 2439.820801
	Iteration 9Q: 3 clusters Score -221034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -221113.906250 Penalty: 2439.820801
	Iteration 10Q: 3 clusters Score -221113.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -221201.640625 Penalty: 2439.820801
	Iteration 11Q: 3 clusters Score -221201.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -221276.859375 Penalty: 2439.820801
	Iteration 12Q: 3 clusters Score -221276.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221328.265625 Penalty: 2439.820801
	Iteration 13Q: 3 clusters Score -221328.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -221372.640625 Penalty: 2439.820801
	Iteration 14Q: 3 clusters Score -221372.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -221402.265625 Penalty: 2439.820801
	Iteration 15Q: 3 clusters Score -221402.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -221439.562500 Penalty: 2439.820801
	Iteration 16Q: 3 clusters Score -221439.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -221474.937500 Penalty: 2439.820801
	Iteration 17Q: 3 clusters Score -221474.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -221508.500000 Penalty: 2439.820801
	Iteration 18Q: 3 clusters Score -221508.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -221535.781250 Penalty: 2439.820801
	Iteration 19Q: 3 clusters Score -221535.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221562.750000 Penalty: 2439.820801
	Iteration 20F: 3 clusters Score -221562.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -221589.078125 Penalty: 2439.820801
	Iteration 21Q: 3 clusters Score -221589.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221615.218750 Penalty: 2439.820801
	Iteration 22Q: 3 clusters Score -221615.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -221648.609375 Penalty: 2439.820801
	Iteration 23Q: 3 clusters Score -221648.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -221676.187500 Penalty: 2439.820801
	Iteration 24Q: 3 clusters Score -221676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221683.984375 Penalty: 2439.820801
	Iteration 25Q: 3 clusters Score -221684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -221685.796875 Penalty: 2439.820801
	Iteration 26Q: 3 clusters Score -221685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -221686.656250 Penalty: 2439.820801
	Iteration 27Q: 3 clusters Score -221686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -221687.671875 Penalty: 2439.820801
	Iteration 28Q: 3 clusters Score -221687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221689.250000 Penalty: 2439.820801
	Iteration 29Q: 3 clusters Score -221689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221690.671875 Penalty: 2439.820801
	Iteration 30Q: 3 clusters Score -221690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221693.390625 Penalty: 2439.820801
	Iteration 31Q: 3 clusters Score -221693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221693.390625 Penalty: 2439.820801
	Iteration 32F: 3 clusters Score -221693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Entering Unmasked Estep 
Score: -1760262.250000 Penalty: 1555.720215
	Iteration 0F: 2 clusters Score -1760262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1750241.375000 Penalty: 3111.440430
	Iteration 0F: 3 clusters Score -1750241 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1753839.875000 Penalty: 3111.440430
	Iteration 1F: 3 clusters Score -1753840 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1754219.000000 Penalty: 3111.440430
	Iteration 2F: 3 clusters Score -1754219 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1754553.500000 Penalty: 3111.440430
	Iteration 3F: 3 clusters Score -1754554 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1754941.500000 Penalty: 3111.440430
	Iteration 4Q: 3 clusters Score -1754942 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1755422.125000 Penalty: 3111.440430
	Iteration 5F: 3 clusters Score -1755422 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1755960.000000 Penalty: 3111.440430
	Iteration 6F: 3 clusters Score -1755960 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1756475.750000 Penalty: 3111.440430
	Iteration 7F: 3 clusters Score -1756476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1756956.625000 Penalty: 3111.440430
	Iteration 8F: 3 clusters Score -1756957 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1757340.875000 Penalty: 3111.440430
	Iteration 9Q: 3 clusters Score -1757341 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1757634.875000 Penalty: 3111.440430
	Iteration 10Q: 3 clusters Score -1757635 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1757927.750000 Penalty: 3111.440430
	Iteration 11Q: 3 clusters Score -1757928 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1758206.125000 Penalty: 3111.440430
	Iteration 12Q: 3 clusters Score -1758206 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1758421.875000 Penalty: 3111.440430
	Iteration 13Q: 3 clusters Score -1758422 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1758556.250000 Penalty: 3111.440430
	Iteration 14Q: 3 clusters Score -1758556 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1758680.875000 Penalty: 3111.440430
	Iteration 15Q: 3 clusters Score -1758681 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1758798.000000 Penalty: 3111.440430
	Iteration 16Q: 3 clusters Score -1758798 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1758889.250000 Penalty: 3111.440430
	Iteration 17Q: 3 clusters Score -1758889 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1758987.250000 Penalty: 3111.440430
	Iteration 18Q: 3 clusters Score -1758987 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1759096.750000 Penalty: 3111.440430
	Iteration 19Q: 3 clusters Score -1759097 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1759210.375000 Penalty: 3111.440430
	Iteration 20F: 3 clusters Score -1759210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1759303.625000 Penalty: 3111.440430
	Iteration 21Q: 3 clusters Score -1759304 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1759390.375000 Penalty: 3111.440430
	Iteration 22Q: 3 clusters Score -1759390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1759464.875000 Penalty: 3111.440430
	Iteration 23Q: 3 clusters Score -1759465 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1759507.000000 Penalty: 3111.440430
	Iteration 24Q: 3 clusters Score -1759507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1759533.875000 Penalty: 3111.440430
	Iteration 25Q: 3 clusters Score -1759534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1759560.500000 Penalty: 3111.440430
	Iteration 26Q: 3 clusters Score -1759560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1759580.375000 Penalty: 3111.440430
	Iteration 27Q: 3 clusters Score -1759580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1759594.125000 Penalty: 3111.440430
	Iteration 28Q: 3 clusters Score -1759594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1759608.375000 Penalty: 3111.440430
	Iteration 29Q: 3 clusters Score -1759608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1759624.250000 Penalty: 3111.440430
	Iteration 30Q: 3 clusters Score -1759624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1759645.250000 Penalty: 3111.440430
	Iteration 31Q: 3 clusters Score -1759645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1759655.875000 Penalty: 3111.440430
	Iteration 32Q: 3 clusters Score -1759656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1759658.625000 Penalty: 3111.440430
	Iteration 33Q: 3 clusters Score -1759659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1759669.875000 Penalty: 3111.440430
	Iteration 34Q: 3 clusters Score -1759670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1759675.125000 Penalty: 3111.440430
	Iteration 35Q: 3 clusters Score -1759675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1759684.375000 Penalty: 3111.440430
	Iteration 36Q: 3 clusters Score -1759684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1759686.750000 Penalty: 3111.440430
	Iteration 37Q: 3 clusters Score -1759687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1759691.375000 Penalty: 3111.440430
	Iteration 38Q: 3 clusters Score -1759691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1759695.375000 Penalty: 3111.440430
	Iteration 39Q: 3 clusters Score -1759695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1759697.500000 Penalty: 3111.440430
	Iteration 40F: 3 clusters Score -1759698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1759703.875000 Penalty: 3111.440430
	Iteration 41Q: 3 clusters Score -1759704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1759705.875000 Penalty: 3111.440430
	Iteration 42Q: 3 clusters Score -1759706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1759708.750000 Penalty: 3111.440430
	Iteration 43Q: 3 clusters Score -1759709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1759712.125000 Penalty: 3111.440430
	Iteration 44Q: 3 clusters Score -1759712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1759709.375000 Penalty: 3111.440430
	Iteration 45Q: 3 clusters Score -1759709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1759712.875000 Penalty: 3111.440430
	Iteration 46Q: 3 clusters Score -1759713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1759711.875000 Penalty: 3111.440430
	Iteration 47Q: 3 clusters Score -1759712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1759715.250000 Penalty: 3111.440430
	Iteration 48Q: 3 clusters Score -1759715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1759716.000000 Penalty: 3111.440430
	Iteration 49Q: 3 clusters Score -1759716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1759717.000000 Penalty: 3111.440430
	Iteration 50Q: 3 clusters Score -1759717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1759715.875000 Penalty: 3111.440430
	Iteration 51Q: 3 clusters Score -1759716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1759715.625000 Penalty: 3111.440430
	Iteration 52Q: 3 clusters Score -1759716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1759713.750000 Penalty: 3111.440430
	Iteration 53Q: 3 clusters Score -1759714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1759715.125000 Penalty: 3111.440430
	Iteration 54Q: 3 clusters Score -1759715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1759715.375000 Penalty: 3111.440430
	Iteration 55Q: 3 clusters Score -1759715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1759715.750000 Penalty: 3111.440430
	Iteration 56Q: 3 clusters Score -1759716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1759715.125000 Penalty: 3111.440430
	Iteration 57Q: 3 clusters Score -1759715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1759715.125000 Penalty: 3111.440430
	Iteration 58F: 3 clusters Score -1759715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -46860.339844 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -46860.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45827.718750 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -45827.72 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46286.042969 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -46286.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46568.835938 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -46568.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46661.003906 Penalty: 2051.903076
	Iteration 3F: 3 clusters Score -46661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46692.000000 Penalty: 2051.903076
	Iteration 4Q: 3 clusters Score -46692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46768.355469 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -46768.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46786.386719 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -46786.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46797.109375 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -46797.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46845.449219 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -46845.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46906.019531 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -46906.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47077.726562 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -47077.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47125.105469 Penalty: 2051.903076
	Iteration 11Q: 3 clusters Score -47125.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47144.191406 Penalty: 2051.903076
	Iteration 12Q: 3 clusters Score -47144.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47154.867188 Penalty: 2051.903076
	Iteration 13Q: 3 clusters Score -47154.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47159.625000 Penalty: 2051.903076
	Iteration 14Q: 3 clusters Score -47159.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47169.691406 Penalty: 2051.903076
	Iteration 15Q: 3 clusters Score -47169.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47174.656250 Penalty: 2051.903076
	Iteration 16Q: 3 clusters Score -47174.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47181.683594 Penalty: 2051.903076
	Iteration 17Q: 3 clusters Score -47181.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47187.531250 Penalty: 2051.903076
	Iteration 18F: 3 clusters Score -47187.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47197.378906 Penalty: 2051.903076
	Iteration 19Q: 3 clusters Score -47197.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47199.414062 Penalty: 2051.903076
	Iteration 20F: 3 clusters Score -47199.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 306 members 
Entering Unmasked Estep 
Score: -141729680.000000 Penalty: 77134.625000
Splitting cluster 25 changes total score from -141732352.000000 to -141729680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (15340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Entering Unmasked Estep 
Score: -1778883.875000 Penalty: 1566.210571
	Iteration 0F: 2 clusters Score -1778884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1768203.625000 Penalty: 3132.421143
	Iteration 0F: 3 clusters Score -1768204 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1772098.500000 Penalty: 3132.421143
	Iteration 1F: 3 clusters Score -1772098 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1772607.000000 Penalty: 3132.421143
	Iteration 2F: 3 clusters Score -1772607 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1773167.125000 Penalty: 3132.421143
	Iteration 3F: 3 clusters Score -1773167 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1773769.375000 Penalty: 3132.421143
	Iteration 4F: 3 clusters Score -1773769 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1774294.000000 Penalty: 3132.421143
	Iteration 5F: 3 clusters Score -1774294 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1774819.250000 Penalty: 3132.421143
	Iteration 6F: 3 clusters Score -1774819 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1775221.000000 Penalty: 3132.421143
	Iteration 7F: 3 clusters Score -1775221 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1775454.375000 Penalty: 3132.421143
	Iteration 8Q: 3 clusters Score -1775454 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1775622.000000 Penalty: 3132.421143
	Iteration 9Q: 3 clusters Score -1775622 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1775736.125000 Penalty: 3132.421143
	Iteration 10Q: 3 clusters Score -1775736 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1775812.125000 Penalty: 3132.421143
	Iteration 11Q: 3 clusters Score -1775812 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1775890.125000 Penalty: 3132.421143
	Iteration 12Q: 3 clusters Score -1775890 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1775945.625000 Penalty: 3132.421143
	Iteration 13Q: 3 clusters Score -1775946 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1776018.375000 Penalty: 3132.421143
	Iteration 14Q: 3 clusters Score -1776018 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1776087.750000 Penalty: 3132.421143
	Iteration 15Q: 3 clusters Score -1776088 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1776177.250000 Penalty: 3132.421143
	Iteration 16Q: 3 clusters Score -1776177 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1776266.250000 Penalty: 3132.421143
	Iteration 17Q: 3 clusters Score -1776266 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1776364.250000 Penalty: 3132.421143
	Iteration 18Q: 3 clusters Score -1776364 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1776487.375000 Penalty: 3132.421143
	Iteration 19Q: 3 clusters Score -1776487 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1776637.750000 Penalty: 3132.421143
	Iteration 20F: 3 clusters Score -1776638 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1776802.875000 Penalty: 3132.421143
	Iteration 21Q: 3 clusters Score -1776803 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1776962.625000 Penalty: 3132.421143
	Iteration 22Q: 3 clusters Score -1776963 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1777167.500000 Penalty: 3132.421143
	Iteration 23Q: 3 clusters Score -1777168 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1777347.750000 Penalty: 3132.421143
	Iteration 24Q: 3 clusters Score -1777348 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1777530.625000 Penalty: 3132.421143
	Iteration 25Q: 3 clusters Score -1777531 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1777650.750000 Penalty: 3132.421143
	Iteration 26Q: 3 clusters Score -1777651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1777753.750000 Penalty: 3132.421143
	Iteration 27Q: 3 clusters Score -1777754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1777844.875000 Penalty: 3132.421143
	Iteration 28Q: 3 clusters Score -1777845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1777910.000000 Penalty: 3132.421143
	Iteration 29Q: 3 clusters Score -1777910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1777946.500000 Penalty: 3132.421143
	Iteration 30Q: 3 clusters Score -1777946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1777990.000000 Penalty: 3132.421143
	Iteration 31Q: 3 clusters Score -1777990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1778023.875000 Penalty: 3132.421143
	Iteration 32Q: 3 clusters Score -1778024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1778049.000000 Penalty: 3132.421143
	Iteration 33Q: 3 clusters Score -1778049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1778058.625000 Penalty: 3132.421143
	Iteration 34Q: 3 clusters Score -1778059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1778069.500000 Penalty: 3132.421143
	Iteration 35Q: 3 clusters Score -1778070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1778079.000000 Penalty: 3132.421143
	Iteration 36Q: 3 clusters Score -1778079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1778083.000000 Penalty: 3132.421143
	Iteration 37Q: 3 clusters Score -1778083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1778086.250000 Penalty: 3132.421143
	Iteration 38Q: 3 clusters Score -1778086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1778086.250000 Penalty: 3132.421143
	Iteration 39Q: 3 clusters Score -1778086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1778092.000000 Penalty: 3132.421143
	Iteration 40F: 3 clusters Score -1778092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1778097.125000 Penalty: 3132.421143
	Iteration 41Q: 3 clusters Score -1778097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1778101.625000 Penalty: 3132.421143
	Iteration 42Q: 3 clusters Score -1778102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1778111.875000 Penalty: 3132.421143
	Iteration 43Q: 3 clusters Score -1778112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1778114.500000 Penalty: 3132.421143
	Iteration 44Q: 3 clusters Score -1778114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1778116.000000 Penalty: 3132.421143
	Iteration 45Q: 3 clusters Score -1778116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1778118.125000 Penalty: 3132.421143
	Iteration 46Q: 3 clusters Score -1778118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1778116.625000 Penalty: 3132.421143
	Iteration 47Q: 3 clusters Score -1778117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1778119.000000 Penalty: 3132.421143
	Iteration 48Q: 3 clusters Score -1778119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1778119.625000 Penalty: 3132.421143
	Iteration 49Q: 3 clusters Score -1778120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1778124.125000 Penalty: 3132.421143
	Iteration 50Q: 3 clusters Score -1778124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1778124.125000 Penalty: 3132.421143
	Iteration 51Q: 3 clusters Score -1778124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1778129.750000 Penalty: 3132.421143
	Iteration 52Q: 3 clusters Score -1778130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1778132.250000 Penalty: 3132.421143
	Iteration 53Q: 3 clusters Score -1778132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1778136.250000 Penalty: 3132.421143
	Iteration 54Q: 3 clusters Score -1778136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1778136.625000 Penalty: 3132.421143
	Iteration 55Q: 3 clusters Score -1778137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1778136.750000 Penalty: 3132.421143
	Iteration 56Q: 3 clusters Score -1778137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1778140.250000 Penalty: 3132.421143
	Iteration 57Q: 3 clusters Score -1778140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1778140.000000 Penalty: 3132.421143
	Iteration 58Q: 3 clusters Score -1778140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1778141.375000 Penalty: 3132.421143
	Iteration 59Q: 3 clusters Score -1778141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1778140.125000 Penalty: 3132.421143
	Iteration 60F: 3 clusters Score -1778140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -149465.437500 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -149465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147923.156250 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -147923.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -148944.687500 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -148944.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -149928.921875 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -149928.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -150372.921875 Penalty: 2351.107666
	Iteration 3F: 3 clusters Score -150372.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -150506.343750 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -150506.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150547.031250 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -150547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -150556.859375 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -150556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -150558.140625 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -150558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -150559.796875 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -150559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -150559.796875 Penalty: 2351.107666
	Iteration 9F: 3 clusters Score -150559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 827 members 
Entering Unmasked Estep 
Score: -141730896.000000 Penalty: 77134.625000
Splitting cluster 27 changes total score from -141732352.000000 to -141730896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (143109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143109 members 
Entering Unmasked Estep 
Score: -17983254.000000 Penalty: 1929.096313
	Iteration 0F: 2 clusters Score -1.798325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -17895002.000000 Penalty: 3858.192627
	Iteration 0F: 3 clusters Score -1.7895e+07 nChanged 68974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -17938632.000000 Penalty: 3858.192627
	Iteration 1F: 3 clusters Score -1.793863e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -17942514.000000 Penalty: 3858.192627
	Iteration 2F: 3 clusters Score -1.794251e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -17949106.000000 Penalty: 3858.192627
	Iteration 3F: 3 clusters Score -1.794911e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111624 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -17957952.000000 Penalty: 3858.192627
	Iteration 4F: 3 clusters Score -1.795795e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -17967744.000000 Penalty: 3858.192627
	Iteration 5F: 3 clusters Score -1.796774e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130470 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -17975250.000000 Penalty: 3858.192627
	Iteration 6F: 3 clusters Score -1.797525e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135995 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -17979242.000000 Penalty: 3858.192627
	Iteration 7Q: 3 clusters Score -1.797924e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138991 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -17980878.000000 Penalty: 3858.192627
	Iteration 8Q: 3 clusters Score -1.798088e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140468 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17981564.000000 Penalty: 3858.192627
	Iteration 9Q: 3 clusters Score -1.798156e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -17981846.000000 Penalty: 3858.192627
	Iteration 10Q: 3 clusters Score -1.798185e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17981904.000000 Penalty: 3858.192627
	Iteration 11Q: 3 clusters Score -1.79819e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141815 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -17981942.000000 Penalty: 3858.192627
	Iteration 12Q: 3 clusters Score -1.798194e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141965 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17982016.000000 Penalty: 3858.192627
	Iteration 13Q: 3 clusters Score -1.798202e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142090 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -17982008.000000 Penalty: 3858.192627
	Iteration 14Q: 3 clusters Score -1.798201e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -17982000.000000 Penalty: 3858.192627
	Iteration 15Q: 3 clusters Score -1.7982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142229 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -17981982.000000 Penalty: 3858.192627
	Iteration 16Q: 3 clusters Score -1.798198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142268 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17981958.000000 Penalty: 3858.192627
	Iteration 17Q: 3 clusters Score -1.798196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142307 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17981966.000000 Penalty: 3858.192627
	Iteration 18Q: 3 clusters Score -1.798197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -17981954.000000 Penalty: 3858.192627
	Iteration 19Q: 3 clusters Score -1.798195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142368 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -17981948.000000 Penalty: 3858.192627
	Iteration 20F: 3 clusters Score -1.798195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142386 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17981962.000000 Penalty: 3858.192627
	Iteration 21Q: 3 clusters Score -1.798196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17981972.000000 Penalty: 3858.192627
	Iteration 22Q: 3 clusters Score -1.798197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142418 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -17981974.000000 Penalty: 3858.192627
	Iteration 23Q: 3 clusters Score -1.798197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -17981962.000000 Penalty: 3858.192627
	Iteration 24Q: 3 clusters Score -1.798196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -17981974.000000 Penalty: 3858.192627
	Iteration 25Q: 3 clusters Score -1.798197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -17981974.000000 Penalty: 3858.192627
	Iteration 26Q: 3 clusters Score -1.798197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -17981986.000000 Penalty: 3858.192627
	Iteration 27Q: 3 clusters Score -1.798199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17981990.000000 Penalty: 3858.192627
	Iteration 28Q: 3 clusters Score -1.798199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142463 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -17981998.000000 Penalty: 3858.192627
	Iteration 29Q: 3 clusters Score -1.7982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -17981988.000000 Penalty: 3858.192627
	Iteration 30Q: 3 clusters Score -1.798199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -17981982.000000 Penalty: 3858.192627
	Iteration 31Q: 3 clusters Score -1.798198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -17981970.000000 Penalty: 3858.192627
	Iteration 32Q: 3 clusters Score -1.798197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -17981960.000000 Penalty: 3858.192627
	Iteration 33Q: 3 clusters Score -1.798196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -17981960.000000 Penalty: 3858.192627
	Iteration 34F: 3 clusters Score -1.798196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Entering Unmasked Estep 
Score: -14079387.000000 Penalty: 1888.203613
	Iteration 0F: 2 clusters Score -1.407939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -14006971.000000 Penalty: 3776.407227
	Iteration 0F: 3 clusters Score -1.400697e+07 nChanged 53704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -14039154.000000 Penalty: 3776.407227
	Iteration 1F: 3 clusters Score -1.403915e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -14041182.000000 Penalty: 3776.407227
	Iteration 2Q: 3 clusters Score -1.404118e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -14045029.000000 Penalty: 3776.407227
	Iteration 3F: 3 clusters Score -1.404503e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -14052322.000000 Penalty: 3776.407227
	Iteration 4F: 3 clusters Score -1.405232e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -14062464.000000 Penalty: 3776.407227
	Iteration 5F: 3 clusters Score -1.406246e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -14071696.000000 Penalty: 3776.407227
	Iteration 6F: 3 clusters Score -1.40717e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 108074 members 
Entering Unmasked Estep 
Score: -14076286.000000 Penalty: 3776.407227
	Iteration 7Q: 3 clusters Score -1.407629e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -14077420.000000 Penalty: 3776.407227
	Iteration 8Q: 3 clusters Score -1.407742e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 110749 members 
Entering Unmasked Estep 
Score: -14077680.000000 Penalty: 3776.407227
	Iteration 9Q: 3 clusters Score -1.407768e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -14077757.000000 Penalty: 3776.407227
	Iteration 10Q: 3 clusters Score -1.407776e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -14077821.000000 Penalty: 3776.407227
	Iteration 11Q: 3 clusters Score -1.407782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -14077846.000000 Penalty: 3776.407227
	Iteration 12Q: 3 clusters Score -1.407785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
Score: -14077861.000000 Penalty: 3776.407227
	Iteration 13Q: 3 clusters Score -1.407786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -14077863.000000 Penalty: 3776.407227
	Iteration 14Q: 3 clusters Score -1.407786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 111057 members 
Entering Unmasked Estep 
Score: -14077876.000000 Penalty: 3776.407227
	Iteration 15Q: 3 clusters Score -1.407788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -14077883.000000 Penalty: 3776.407227
	Iteration 16Q: 3 clusters Score -1.407788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -14077891.000000 Penalty: 3776.407227
	Iteration 17Q: 3 clusters Score -1.407789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -14077896.000000 Penalty: 3776.407227
	Iteration 18Q: 3 clusters Score -1.40779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -14077909.000000 Penalty: 3776.407227
	Iteration 19Q: 3 clusters Score -1.407791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -14077921.000000 Penalty: 3776.407227
	Iteration 20F: 3 clusters Score -1.407792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -14077914.000000 Penalty: 3776.407227
	Iteration 21Q: 3 clusters Score -1.407791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -14077913.000000 Penalty: 3776.407227
	Iteration 22Q: 3 clusters Score -1.407791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -14077921.000000 Penalty: 3776.407227
	Iteration 23Q: 3 clusters Score -1.407792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -14077924.000000 Penalty: 3776.407227
	Iteration 24Q: 3 clusters Score -1.407792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -14077920.000000 Penalty: 3776.407227
	Iteration 25Q: 3 clusters Score -1.407792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -14077920.000000 Penalty: 3776.407227
	Iteration 26F: 3 clusters Score -1.407792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -19028.955078 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -19028.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18352.804688 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -18352.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19266.138672 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -19266.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19592.220703 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -19592.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19802.740234 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -19802.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19934.414062 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -19934.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20028.578125 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -20028.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20067.191406 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -20067.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20089.660156 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -20089.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20095.431641 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -20095.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20097.898438 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -20097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20098.705078 Penalty: 1988.381592
	Iteration 10F: 3 clusters Score -20098.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20121.183594 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -20121.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20132.580078 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -20132.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20134.357422 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -20134.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20142.072266 Penalty: 1988.381592
	Iteration 14F: 3 clusters Score -20142.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20164.751953 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -20164.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20190.625000 Penalty: 1988.381592
	Iteration 16Q: 3 clusters Score -20190.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20190.625000 Penalty: 1988.381592
	Iteration 17F: 3 clusters Score -20190.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 214 members 
Entering Unmasked Estep 
Score: -141730576.000000 Penalty: 77134.625000
Splitting cluster 30 changes total score from -141732352.000000 to -141730576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264744.281250 Penalty: 1252.470703
	Iteration 0F: 2 clusters Score -264744.3 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 1130 members 
Entering Unmasked Estep 
Score: -262493.218750 Penalty: 2504.941406
	Iteration 0F: 3 clusters Score -262493.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -263028.875000 Penalty: 2504.941406
	Iteration 1F: 3 clusters Score -263028.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -263248.375000 Penalty: 2504.941406
	Iteration 2F: 3 clusters Score -263248.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -263444.093750 Penalty: 2504.941406
	Iteration 3F: 3 clusters Score -263444.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -263682.562500 Penalty: 2504.941406
	Iteration 4F: 3 clusters Score -263682.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -263900.687500 Penalty: 2504.941406
	Iteration 5F: 3 clusters Score -263900.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -264052.000000 Penalty: 2504.941406
	Iteration 6F: 3 clusters Score -264052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -264148.218750 Penalty: 2504.941406
	Iteration 7Q: 3 clusters Score -264148.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -264209.343750 Penalty: 2504.941406
	Iteration 8Q: 3 clusters Score -264209.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -264263.312500 Penalty: 2504.941406
	Iteration 9Q: 3 clusters Score -264263.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264297.343750 Penalty: 2504.941406
	Iteration 10Q: 3 clusters Score -264297.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -264330.187500 Penalty: 2504.941406
	Iteration 11Q: 3 clusters Score -264330.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -264363.906250 Penalty: 2504.941406
	Iteration 12Q: 3 clusters Score -264363.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -264384.937500 Penalty: 2504.941406
	Iteration 13Q: 3 clusters Score -264384.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -264396.750000 Penalty: 2504.941406
	Iteration 14Q: 3 clusters Score -264396.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -264414.281250 Penalty: 2504.941406
	Iteration 15Q: 3 clusters Score -264414.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -264425.125000 Penalty: 2504.941406
	Iteration 16Q: 3 clusters Score -264425.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -264442.593750 Penalty: 2504.941406
	Iteration 17Q: 3 clusters Score -264442.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -264465.968750 Penalty: 2504.941406
	Iteration 18Q: 3 clusters Score -264466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -264476.906250 Penalty: 2504.941406
	Iteration 19Q: 3 clusters Score -264476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -264483.375000 Penalty: 2504.941406
	Iteration 20F: 3 clusters Score -264483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -264488.843750 Penalty: 2504.941406
	Iteration 21Q: 3 clusters Score -264488.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -264494.406250 Penalty: 2504.941406
	Iteration 22Q: 3 clusters Score -264494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264495.625000 Penalty: 2504.941406
	Iteration 23Q: 3 clusters Score -264495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -264495.843750 Penalty: 2504.941406
	Iteration 24Q: 3 clusters Score -264495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -264495.843750 Penalty: 2504.941406
	Iteration 25F: 3 clusters Score -264495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -54336.519531 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -54336.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53394.714844 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -53394.71 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53736.859375 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -53736.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53867.125000 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -53867.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54046.011719 Penalty: 2066.298828
	Iteration 3F: 3 clusters Score -54046.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54322.742188 Penalty: 2066.298828
	Iteration 4F: 3 clusters Score -54322.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54611.773438 Penalty: 2066.298828
	Iteration 5Q: 3 clusters Score -54611.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54834.628906 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -54834.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54926.179688 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -54926.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54942.804688 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -54942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54945.484375 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -54945.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54960.503906 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -54960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55000.023438 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -55000.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55021.097656 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -55021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55037.023438 Penalty: 2066.298828
	Iteration 13Q: 3 clusters Score -55037.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55058.878906 Penalty: 2066.298828
	Iteration 14Q: 3 clusters Score -55058.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55124.269531 Penalty: 2066.298828
	Iteration 15Q: 3 clusters Score -55124.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55186.144531 Penalty: 2066.298828
	Iteration 16Q: 3 clusters Score -55186.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55211.085938 Penalty: 2066.298828
	Iteration 17Q: 3 clusters Score -55211.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55222.136719 Penalty: 2066.298828
	Iteration 18Q: 3 clusters Score -55222.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55235.128906 Penalty: 2066.298828
	Iteration 19Q: 3 clusters Score -55235.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55248.277344 Penalty: 2066.298828
	Iteration 20F: 3 clusters Score -55248.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55325.023438 Penalty: 2066.298828
	Iteration 21Q: 3 clusters Score -55325.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55418.914062 Penalty: 2066.298828
	Iteration 22Q: 3 clusters Score -55418.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55479.597656 Penalty: 2066.298828
	Iteration 23Q: 3 clusters Score -55479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55489.890625 Penalty: 2066.298828
	Iteration 24Q: 3 clusters Score -55489.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55502.652344 Penalty: 2066.298828
	Iteration 25Q: 3 clusters Score -55502.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55502.949219 Penalty: 2066.298828
	Iteration 26Q: 3 clusters Score -55502.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55502.949219 Penalty: 2066.298828
	Iteration 27F: 3 clusters Score -55502.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 332 members 
Mstep: Class 33 contains 85827 members 
Mstep: Class 34 contains 245 members 
Entering Unmasked Estep 
Score: -141730416.000000 Penalty: 77134.625000
Splitting cluster 32 changes total score from -141732352.000000 to -141730416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (85827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Entering Unmasked Estep 
Score: -10846021.000000 Penalty: 1846.014526
	Iteration 0F: 2 clusters Score -1.084602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -10788819.000000 Penalty: 3692.029053
	Iteration 0F: 3 clusters Score -1.078882e+07 nChanged 41012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -10812736.000000 Penalty: 3692.029053
	Iteration 1F: 3 clusters Score -1.081274e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -10813352.000000 Penalty: 3692.029053
	Iteration 2Q: 3 clusters Score -1.081335e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -10814074.000000 Penalty: 3692.029053
	Iteration 3Q: 3 clusters Score -1.081407e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -10814948.000000 Penalty: 3692.029053
	Iteration 4Q: 3 clusters Score -1.081495e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -10816126.000000 Penalty: 3692.029053
	Iteration 5Q: 3 clusters Score -1.081613e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -10817958.000000 Penalty: 3692.029053
	Iteration 6Q: 3 clusters Score -1.081796e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -10821067.000000 Penalty: 3692.029053
	Iteration 7F: 3 clusters Score -1.082107e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -10825888.000000 Penalty: 3692.029053
	Iteration 8F: 3 clusters Score -1.082589e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -10831600.000000 Penalty: 3692.029053
	Iteration 9F: 3 clusters Score -1.08316e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -10836492.000000 Penalty: 3692.029053
	Iteration 10F: 3 clusters Score -1.083649e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -10839826.000000 Penalty: 3692.029053
	Iteration 11Q: 3 clusters Score -1.083983e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -10841775.000000 Penalty: 3692.029053
	Iteration 12Q: 3 clusters Score -1.084178e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -10842909.000000 Penalty: 3692.029053
	Iteration 13Q: 3 clusters Score -1.084291e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -10843663.000000 Penalty: 3692.029053
	Iteration 14Q: 3 clusters Score -1.084366e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -10844084.000000 Penalty: 3692.029053
	Iteration 15Q: 3 clusters Score -1.084408e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -10844373.000000 Penalty: 3692.029053
	Iteration 16Q: 3 clusters Score -1.084437e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -10844530.000000 Penalty: 3692.029053
	Iteration 17Q: 3 clusters Score -1.084453e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -10844592.000000 Penalty: 3692.029053
	Iteration 18Q: 3 clusters Score -1.084459e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -10844682.000000 Penalty: 3692.029053
	Iteration 19Q: 3 clusters Score -1.084468e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -10844723.000000 Penalty: 3692.029053
	Iteration 20F: 3 clusters Score -1.084472e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -10844762.000000 Penalty: 3692.029053
	Iteration 21Q: 3 clusters Score -1.084476e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10844764.000000 Penalty: 3692.029053
	Iteration 22Q: 3 clusters Score -1.084476e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -10844781.000000 Penalty: 3692.029053
	Iteration 23Q: 3 clusters Score -1.084478e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -10844779.000000 Penalty: 3692.029053
	Iteration 24Q: 3 clusters Score -1.084478e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -10844789.000000 Penalty: 3692.029053
	Iteration 25Q: 3 clusters Score -1.084479e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -10844804.000000 Penalty: 3692.029053
	Iteration 26Q: 3 clusters Score -1.08448e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -10844828.000000 Penalty: 3692.029053
	Iteration 27Q: 3 clusters Score -1.084483e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -10844837.000000 Penalty: 3692.029053
	Iteration 28Q: 3 clusters Score -1.084484e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10844847.000000 Penalty: 3692.029053
	Iteration 29Q: 3 clusters Score -1.084485e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -10844849.000000 Penalty: 3692.029053
	Iteration 30Q: 3 clusters Score -1.084485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10844862.000000 Penalty: 3692.029053
	Iteration 31Q: 3 clusters Score -1.084486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -10844858.000000 Penalty: 3692.029053
	Iteration 32Q: 3 clusters Score -1.084486e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -10844869.000000 Penalty: 3692.029053
	Iteration 33Q: 3 clusters Score -1.084487e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -10844878.000000 Penalty: 3692.029053
	Iteration 34Q: 3 clusters Score -1.084488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -10844893.000000 Penalty: 3692.029053
	Iteration 35Q: 3 clusters Score -1.084489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -10844899.000000 Penalty: 3692.029053
	Iteration 36Q: 3 clusters Score -1.08449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -10844906.000000 Penalty: 3692.029053
	Iteration 37Q: 3 clusters Score -1.084491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -10844902.000000 Penalty: 3692.029053
	Iteration 38Q: 3 clusters Score -1.08449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -10844910.000000 Penalty: 3692.029053
	Iteration 39Q: 3 clusters Score -1.084491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -10844918.000000 Penalty: 3692.029053
	Iteration 40F: 3 clusters Score -1.084492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -10844911.000000 Penalty: 3692.029053
	Iteration 41Q: 3 clusters Score -1.084491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -10844920.000000 Penalty: 3692.029053
	Iteration 42Q: 3 clusters Score -1.084492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -10844922.000000 Penalty: 3692.029053
	Iteration 43Q: 3 clusters Score -1.084492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -10844919.000000 Penalty: 3692.029053
	Iteration 44Q: 3 clusters Score -1.084492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -10844916.000000 Penalty: 3692.029053
	Iteration 45Q: 3 clusters Score -1.084492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -10844916.000000 Penalty: 3692.029053
	Iteration 46Q: 3 clusters Score -1.084492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -10844914.000000 Penalty: 3692.029053
	Iteration 47Q: 3 clusters Score -1.084491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -10844923.000000 Penalty: 3692.029053
	Iteration 48Q: 3 clusters Score -1.084492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -10844923.000000 Penalty: 3692.029053
	Iteration 49Q: 3 clusters Score -1.084492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -10844927.000000 Penalty: 3692.029053
	Iteration 50Q: 3 clusters Score -1.084493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -10844920.000000 Penalty: 3692.029053
	Iteration 51Q: 3 clusters Score -1.084492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -10844918.000000 Penalty: 3692.029053
	Iteration 52Q: 3 clusters Score -1.084492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -10844927.000000 Penalty: 3692.029053
	Iteration 53Q: 3 clusters Score -1.084493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -10844919.000000 Penalty: 3692.029053
	Iteration 54Q: 3 clusters Score -1.084492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -10844932.000000 Penalty: 3692.029053
	Iteration 55Q: 3 clusters Score -1.084493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -10844938.000000 Penalty: 3692.029053
	Iteration 56Q: 3 clusters Score -1.084494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -10844948.000000 Penalty: 3692.029053
	Iteration 57Q: 3 clusters Score -1.084495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -10844942.000000 Penalty: 3692.029053
	Iteration 58Q: 3 clusters Score -1.084494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -10844947.000000 Penalty: 3692.029053
	Iteration 59Q: 3 clusters Score -1.084495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -10844947.000000 Penalty: 3692.029053
	Iteration 60F: 3 clusters Score -1.084495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -10844957.000000 Penalty: 3692.029053
	Iteration 61Q: 3 clusters Score -1.084496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -10844946.000000 Penalty: 3692.029053
	Iteration 62Q: 3 clusters Score -1.084495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -10844947.000000 Penalty: 3692.029053
	Iteration 63Q: 3 clusters Score -1.084495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -10844956.000000 Penalty: 3692.029053
	Iteration 64Q: 3 clusters Score -1.084496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -10844960.000000 Penalty: 3692.029053
	Iteration 65Q: 3 clusters Score -1.084496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -10844966.000000 Penalty: 3692.029053
	Iteration 66Q: 3 clusters Score -1.084497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -10844968.000000 Penalty: 3692.029053
	Iteration 67Q: 3 clusters Score -1.084497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -10844962.000000 Penalty: 3692.029053
	Iteration 68Q: 3 clusters Score -1.084496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -10844964.000000 Penalty: 3692.029053
	Iteration 69Q: 3 clusters Score -1.084496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -10844961.000000 Penalty: 3692.029053
	Iteration 70Q: 3 clusters Score -1.084496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -10844964.000000 Penalty: 3692.029053
	Iteration 71Q: 3 clusters Score -1.084496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -10844970.000000 Penalty: 3692.029053
	Iteration 72Q: 3 clusters Score -1.084497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -10844973.000000 Penalty: 3692.029053
	Iteration 73Q: 3 clusters Score -1.084497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -10844977.000000 Penalty: 3692.029053
	Iteration 74Q: 3 clusters Score -1.084498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -10844979.000000 Penalty: 3692.029053
	Iteration 75Q: 3 clusters Score -1.084498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -10844978.000000 Penalty: 3692.029053
	Iteration 76Q: 3 clusters Score -1.084498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -10844990.000000 Penalty: 3692.029053
	Iteration 77Q: 3 clusters Score -1.084499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -10844992.000000 Penalty: 3692.029053
	Iteration 78Q: 3 clusters Score -1.084499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10844991.000000 Penalty: 3692.029053
	Iteration 79Q: 3 clusters Score -1.084499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -10844999.000000 Penalty: 3692.029053
	Iteration 80F: 3 clusters Score -1.0845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -10844995.000000 Penalty: 3692.029053
	Iteration 81Q: 3 clusters Score -1.0845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -10845005.000000 Penalty: 3692.029053
	Iteration 82Q: 3 clusters Score -1.0845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -10845006.000000 Penalty: 3692.029053
	Iteration 83Q: 3 clusters Score -1.084501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 84209 members 
Entering Unmasked Estep 
Score: -10845008.000000 Penalty: 3692.029053
	Iteration 84Q: 3 clusters Score -1.084501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -10845013.000000 Penalty: 3692.029053
	Iteration 85Q: 3 clusters Score -1.084501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -10845005.000000 Penalty: 3692.029053
	Iteration 86Q: 3 clusters Score -1.0845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -10845002.000000 Penalty: 3692.029053
	Iteration 87Q: 3 clusters Score -1.0845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -10845004.000000 Penalty: 3692.029053
	Iteration 88Q: 3 clusters Score -1.0845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -10845000.000000 Penalty: 3692.029053
	Iteration 89Q: 3 clusters Score -1.0845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -10845002.000000 Penalty: 3692.029053
	Iteration 90Q: 3 clusters Score -1.0845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -10845002.000000 Penalty: 3692.029053
	Iteration 91F: 3 clusters Score -1.0845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 60950 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94492 members 
Mstep: Class 15 contains 126279 members 
Mstep: Class 16 contains 26471 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54674 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 14381 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 143109 members 
Mstep: Class 29 contains 111270 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85827 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 34 clusters Score -1.417315e+08 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 18286 members 
Mstep: Class 5 contains 35319 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 16270 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 96833 members 
Mstep: Class 10 contains 60302 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94693 members 
Mstep: Class 15 contains 126000 members 
Mstep: Class 16 contains 26577 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17280 members 
Mstep: Class 19 contains 106477 members 
Mstep: Class 20 contains 10978 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 54900 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 14400 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 15369 members 
Mstep: Class 27 contains 1383 members 
Mstep: Class 28 contains 144035 members 
Mstep: Class 29 contains 111054 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 2229 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731904.000000 Penalty: 74865.953125
Iteration 80F: 34 clusters Score -1.417319e+08 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 18321 members 
Mstep: Class 5 contains 35273 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 16274 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 96857 members 
Mstep: Class 10 contains 59632 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 94857 members 
Mstep: Class 15 contains 127242 members 
Mstep: Class 16 contains 26675 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17232 members 
Mstep: Class 19 contains 107068 members 
Mstep: Class 20 contains 10912 members 
Mstep: Class 21 contains 530 members 
Mstep: Class 22 contains 55061 members 
Mstep: Class 23 contains 1879 members 
Mstep: Class 24 contains 14401 members 
Mstep: Class 25 contains 552 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 1381 members 
Mstep: Class 28 contains 144724 members 
Mstep: Class 29 contains 109831 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2234 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 85844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729920.000000 Penalty: 74865.953125
Iteration 81Q: 34 clusters Score -1.417299e+08 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 35257 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16282 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 96922 members 
Mstep: Class 10 contains 59030 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 95039 members 
Mstep: Class 15 contains 127736 members 
Mstep: Class 16 contains 26811 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 18 contains 17192 members 
Mstep: Class 19 contains 107797 members 
Mstep: Class 20 contains 10829 members 
Mstep: Class 21 contains 527 members 
Mstep: Class 22 contains 55225 members 
Mstep: Class 23 contains 1916 members 
Mstep: Class 24 contains 14391 members 
Mstep: Class 25 contains 555 members 
Mstep: Class 26 contains 15380 members 
Mstep: Class 27 contains 1382 members 
Mstep: Class 28 contains 145323 members 
Mstep: Class 29 contains 108832 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2237 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 86006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728864.000000 Penalty: 74865.953125
Iteration 82Q: 34 clusters Score -1.417289e+08 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 1946 members 
Mstep: Class 4 contains 18362 members 
Mstep: Class 5 contains 35279 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16290 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 97012 members 
Mstep: Class 10 contains 58420 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 5463 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 95242 members 
Mstep: Class 15 contains 127861 members 
Mstep: Class 16 contains 27013 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17126 members 
Mstep: Class 19 contains 108633 members 
Mstep: Class 20 contains 10732 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 55392 members 
Mstep: Class 23 contains 1943 members 
Mstep: Class 24 contains 14407 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 145698 members 
Mstep: Class 29 contains 108040 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2246 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 86256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728032.000000 Penalty: 74865.953125
Iteration 83Q: 34 clusters Score -1.41728e+08 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 88159 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 18404 members 
Mstep: Class 5 contains 35347 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16299 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 97131 members 
Mstep: Class 10 contains 57844 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 95462 members 
Mstep: Class 15 contains 127571 members 
Mstep: Class 16 contains 27246 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 109598 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 55565 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 14415 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 15439 members 
Mstep: Class 27 contains 1383 members 
Mstep: Class 28 contains 145842 members 
Mstep: Class 29 contains 107383 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2248 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 86591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727584.000000 Penalty: 74865.953125
Iteration 84Q: 34 clusters Score -1.417276e+08 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 8119 members 
Mstep: Class 3 contains 1931 members 
Mstep: Class 4 contains 18448 members 
Mstep: Class 5 contains 35425 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16307 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 97274 members 
Mstep: Class 10 contains 57315 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 95656 members 
Mstep: Class 15 contains 127280 members 
Mstep: Class 16 contains 27442 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17048 members 
Mstep: Class 19 contains 110464 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 55759 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 14414 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 15478 members 
Mstep: Class 27 contains 1383 members 
Mstep: Class 28 contains 145810 members 
Mstep: Class 29 contains 106912 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2258 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 86971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727200.000000 Penalty: 74865.953125
Iteration 85Q: 34 clusters Score -1.417272e+08 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 8111 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 18483 members 
Mstep: Class 5 contains 35529 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16305 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 97424 members 
Mstep: Class 10 contains 56831 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 95786 members 
Mstep: Class 15 contains 126972 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 17024 members 
Mstep: Class 19 contains 111307 members 
Mstep: Class 20 contains 10389 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 55949 members 
Mstep: Class 23 contains 2014 members 
Mstep: Class 24 contains 14418 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 15518 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 145673 members 
Mstep: Class 29 contains 106539 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2260 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 87358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726576.000000 Penalty: 74865.953125
Iteration 86Q: 34 clusters Score -1.417266e+08 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 8103 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 4 contains 18522 members 
Mstep: Class 5 contains 35666 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16315 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 97553 members 
Mstep: Class 10 contains 56402 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 95849 members 
Mstep: Class 15 contains 126696 members 
Mstep: Class 16 contains 27857 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16979 members 
Mstep: Class 19 contains 112221 members 
Mstep: Class 20 contains 10257 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 56139 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 14424 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 15547 members 
Mstep: Class 27 contains 1387 members 
Mstep: Class 28 contains 145442 members 
Mstep: Class 29 contains 106262 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2269 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 87731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726992.000000 Penalty: 74865.953125
Iteration 87Q: 34 clusters Score -1.41727e+08 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 8105 members 
Mstep: Class 3 contains 1918 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 35826 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16321 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 97689 members 
Mstep: Class 10 contains 56021 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 95850 members 
Mstep: Class 15 contains 126429 members 
Mstep: Class 16 contains 28068 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16926 members 
Mstep: Class 19 contains 113148 members 
Mstep: Class 20 contains 10122 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 56298 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 14417 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 15564 members 
Mstep: Class 27 contains 1390 members 
Mstep: Class 28 contains 145147 members 
Mstep: Class 29 contains 106027 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2277 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 88078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726704.000000 Penalty: 74865.953125
Iteration 88Q: 34 clusters Score -1.417267e+08 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 8105 members 
Mstep: Class 3 contains 1918 members 
Mstep: Class 4 contains 18636 members 
Mstep: Class 5 contains 35989 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16306 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 97829 members 
Mstep: Class 10 contains 55641 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5504 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 95827 members 
Mstep: Class 15 contains 126130 members 
Mstep: Class 16 contains 28274 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16890 members 
Mstep: Class 19 contains 114072 members 
Mstep: Class 20 contains 9976 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 56455 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 14426 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 15563 members 
Mstep: Class 27 contains 1390 members 
Mstep: Class 28 contains 144792 members 
Mstep: Class 29 contains 105891 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2300 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 88473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726864.000000 Penalty: 74865.953125
Iteration 89Q: 34 clusters Score -1.417269e+08 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 8100 members 
Mstep: Class 3 contains 1918 members 
Mstep: Class 4 contains 18699 members 
Mstep: Class 5 contains 36143 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 97948 members 
Mstep: Class 10 contains 55237 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 95738 members 
Mstep: Class 15 contains 125875 members 
Mstep: Class 16 contains 28458 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16855 members 
Mstep: Class 19 contains 114931 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 56636 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 14446 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 15577 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 144435 members 
Mstep: Class 29 contains 105863 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 88878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726592.000000 Penalty: 74865.953125
Iteration 90Q: 34 clusters Score -1.417266e+08 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 18744 members 
Mstep: Class 5 contains 36273 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 98046 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 95667 members 
Mstep: Class 15 contains 125671 members 
Mstep: Class 16 contains 28644 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16801 members 
Mstep: Class 19 contains 115659 members 
Mstep: Class 20 contains 9671 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 56783 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 14458 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 15598 members 
Mstep: Class 27 contains 1396 members 
Mstep: Class 28 contains 144186 members 
Mstep: Class 29 contains 105913 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 89282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726400.000000 Penalty: 74865.953125
Iteration 91Q: 34 clusters Score -1.417264e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 18792 members 
Mstep: Class 5 contains 36384 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16247 members 
Mstep: Class 8 contains 3523 members 
Mstep: Class 9 contains 98149 members 
Mstep: Class 10 contains 54424 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 95605 members 
Mstep: Class 15 contains 125584 members 
Mstep: Class 16 contains 28842 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16748 members 
Mstep: Class 19 contains 116247 members 
Mstep: Class 20 contains 9535 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 56936 members 
Mstep: Class 23 contains 2148 members 
Mstep: Class 24 contains 14465 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 15616 members 
Mstep: Class 27 contains 1397 members 
Mstep: Class 28 contains 143983 members 
Mstep: Class 29 contains 105892 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 89690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726160.000000 Penalty: 74865.953125
Iteration 92Q: 34 clusters Score -1.417262e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 18846 members 
Mstep: Class 5 contains 36479 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16245 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 9 contains 98233 members 
Mstep: Class 10 contains 53963 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 95522 members 
Mstep: Class 15 contains 125434 members 
Mstep: Class 16 contains 29042 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16687 members 
Mstep: Class 19 contains 116797 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 57068 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 14468 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 15640 members 
Mstep: Class 27 contains 1397 members 
Mstep: Class 28 contains 143873 members 
Mstep: Class 29 contains 105941 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2389 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 90070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726016.000000 Penalty: 74865.953125
Iteration 93Q: 34 clusters Score -1.41726e+08 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 8086 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 18913 members 
Mstep: Class 5 contains 36584 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16246 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 98324 members 
Mstep: Class 10 contains 53550 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 95424 members 
Mstep: Class 15 contains 125283 members 
Mstep: Class 16 contains 29226 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16629 members 
Mstep: Class 19 contains 117279 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 57177 members 
Mstep: Class 23 contains 2205 members 
Mstep: Class 24 contains 14470 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 15658 members 
Mstep: Class 27 contains 1396 members 
Mstep: Class 28 contains 143836 members 
Mstep: Class 29 contains 106007 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2405 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 90472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725520.000000 Penalty: 74865.953125
Iteration 94Q: 34 clusters Score -1.417255e+08 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 8093 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 18974 members 
Mstep: Class 5 contains 36701 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16248 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 98394 members 
Mstep: Class 10 contains 53154 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 95315 members 
Mstep: Class 15 contains 125148 members 
Mstep: Class 16 contains 29404 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 117744 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57278 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 14478 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15669 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 143772 members 
Mstep: Class 29 contains 106096 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2422 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 90865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725152.000000 Penalty: 74865.953125
Iteration 95Q: 34 clusters Score -1.417252e+08 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 8093 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 19028 members 
Mstep: Class 5 contains 36794 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16245 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 98482 members 
Mstep: Class 10 contains 52794 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 95206 members 
Mstep: Class 15 contains 125015 members 
Mstep: Class 16 contains 29593 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16534 members 
Mstep: Class 19 contains 118114 members 
Mstep: Class 20 contains 9022 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57356 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 14472 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15681 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 143771 members 
Mstep: Class 29 contains 106206 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2437 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 91262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725648.000000 Penalty: 74865.953125
Iteration 96Q: 34 clusters Score -1.417256e+08 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 36892 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16241 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 98554 members 
Mstep: Class 10 contains 52441 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 5513 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 95121 members 
Mstep: Class 15 contains 124891 members 
Mstep: Class 16 contains 29781 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 16497 members 
Mstep: Class 19 contains 118387 members 
Mstep: Class 20 contains 8912 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57435 members 
Mstep: Class 23 contains 2254 members 
Mstep: Class 24 contains 14486 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15696 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 143749 members 
Mstep: Class 29 contains 106340 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2466 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 91656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725120.000000 Penalty: 74865.953125
Iteration 97Q: 34 clusters Score -1.417251e+08 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 8101 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 19098 members 
Mstep: Class 5 contains 36988 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16239 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 98627 members 
Mstep: Class 10 contains 52117 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 95045 members 
Mstep: Class 15 contains 124820 members 
Mstep: Class 16 contains 29960 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 118605 members 
Mstep: Class 20 contains 8803 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57522 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 15699 members 
Mstep: Class 27 contains 1397 members 
Mstep: Class 28 contains 143729 members 
Mstep: Class 29 contains 106472 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2497 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 92029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724960.000000 Penalty: 74865.953125
Iteration 98Q: 34 clusters Score -1.41725e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 8101 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 37080 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16234 members 
Mstep: Class 8 contains 3429 members 
Mstep: Class 9 contains 98680 members 
Mstep: Class 10 contains 51776 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5520 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 95036 members 
Mstep: Class 15 contains 124753 members 
Mstep: Class 16 contains 30099 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 118752 members 
Mstep: Class 20 contains 8704 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57617 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 14506 members 
Mstep: Class 25 contains 560 members 
Mstep: Class 26 contains 15695 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 143716 members 
Mstep: Class 29 contains 106572 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2529 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 92414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724848.000000 Penalty: 74865.953125
Iteration 99Q: 34 clusters Score -1.417248e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 37190 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16229 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 98730 members 
Mstep: Class 10 contains 51444 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5529 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 95017 members 
Mstep: Class 15 contains 124708 members 
Mstep: Class 16 contains 30221 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16385 members 
Mstep: Class 19 contains 118837 members 
Mstep: Class 20 contains 8600 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57713 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 14517 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 15719 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 143740 members 
Mstep: Class 29 contains 106661 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 92758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724544.000000 Penalty: 74865.953125
Iteration 100F: 34 clusters Score -1.417245e+08 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 8098 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 19238 members 
Mstep: Class 5 contains 37302 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16224 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 98797 members 
Mstep: Class 10 contains 51100 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 95010 members 
Mstep: Class 15 contains 124663 members 
Mstep: Class 16 contains 30341 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16311 members 
Mstep: Class 19 contains 118907 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57805 members 
Mstep: Class 23 contains 2286 members 
Mstep: Class 24 contains 14525 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 15728 members 
Mstep: Class 27 contains 1400 members 
Mstep: Class 28 contains 143705 members 
Mstep: Class 29 contains 106766 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2593 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 93161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724848.000000 Penalty: 74865.953125
Iteration 101Q: 34 clusters Score -1.417248e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 8098 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 19287 members 
Mstep: Class 5 contains 37424 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16217 members 
Mstep: Class 8 contains 3394 members 
Mstep: Class 9 contains 98855 members 
Mstep: Class 10 contains 50778 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 94984 members 
Mstep: Class 15 contains 124607 members 
Mstep: Class 16 contains 30453 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 118966 members 
Mstep: Class 20 contains 8393 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57896 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 14528 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 15743 members 
Mstep: Class 27 contains 1400 members 
Mstep: Class 28 contains 143698 members 
Mstep: Class 29 contains 106851 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2623 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 93541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724800.000000 Penalty: 74865.953125
Iteration 102Q: 34 clusters Score -1.417248e+08 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 8100 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 19327 members 
Mstep: Class 5 contains 37539 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16220 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 98885 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5542 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 94954 members 
Mstep: Class 15 contains 124546 members 
Mstep: Class 16 contains 30544 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16250 members 
Mstep: Class 19 contains 119075 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 57988 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 14527 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 15786 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 143662 members 
Mstep: Class 29 contains 106952 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2650 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 93877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724368.000000 Penalty: 74865.953125
Iteration 103Q: 34 clusters Score -1.417244e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 8101 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 19348 members 
Mstep: Class 5 contains 37649 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16230 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 98911 members 
Mstep: Class 10 contains 50095 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5548 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 94937 members 
Mstep: Class 15 contains 124452 members 
Mstep: Class 16 contains 30644 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16219 members 
Mstep: Class 19 contains 119179 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58064 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 14518 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 15819 members 
Mstep: Class 27 contains 1394 members 
Mstep: Class 28 contains 143713 members 
Mstep: Class 29 contains 107028 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2672 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 94214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724960.000000 Penalty: 74865.953125
Iteration 104Q: 34 clusters Score -1.41725e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 8101 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 19368 members 
Mstep: Class 5 contains 37749 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 98939 members 
Mstep: Class 10 contains 49742 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 5552 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 94957 members 
Mstep: Class 15 contains 124441 members 
Mstep: Class 16 contains 30714 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16190 members 
Mstep: Class 19 contains 119296 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58121 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 14506 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15842 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 143707 members 
Mstep: Class 29 contains 107094 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2695 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 94542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724816.000000 Penalty: 74865.953125
Iteration 105Q: 34 clusters Score -1.417248e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 8104 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 19375 members 
Mstep: Class 5 contains 37840 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 98989 members 
Mstep: Class 10 contains 49389 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 94982 members 
Mstep: Class 15 contains 124432 members 
Mstep: Class 16 contains 30800 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16161 members 
Mstep: Class 19 contains 119400 members 
Mstep: Class 20 contains 7975 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58145 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 14502 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15860 members 
Mstep: Class 27 contains 1393 members 
Mstep: Class 28 contains 143706 members 
Mstep: Class 29 contains 107173 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 94864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724944.000000 Penalty: 74865.953125
Iteration 106Q: 34 clusters Score -1.417249e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 19379 members 
Mstep: Class 5 contains 37933 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 99044 members 
Mstep: Class 10 contains 49096 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5556 members 
Mstep: Class 13 contains 1803 members 
Mstep: Class 14 contains 94980 members 
Mstep: Class 15 contains 124329 members 
Mstep: Class 16 contains 30879 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16137 members 
Mstep: Class 19 contains 119532 members 
Mstep: Class 20 contains 7872 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58183 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 14503 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15877 members 
Mstep: Class 27 contains 1390 members 
Mstep: Class 28 contains 143684 members 
Mstep: Class 29 contains 107225 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2724 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 95220 members 
Entering Unmasked Estep 
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Iteration 107Q: 34 clusters Score -1.417251e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 19393 members 
Mstep: Class 5 contains 38039 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 99095 members 
Mstep: Class 10 contains 48788 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5565 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 94996 members 
Mstep: Class 15 contains 124217 members 
Mstep: Class 16 contains 30946 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16091 members 
Mstep: Class 19 contains 119650 members 
Mstep: Class 20 contains 7770 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58219 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 14508 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15895 members 
Mstep: Class 27 contains 1389 members 
Mstep: Class 28 contains 143668 members 
Mstep: Class 29 contains 107330 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 95551 members 
Entering Unmasked Estep 
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Iteration 108Q: 34 clusters Score -1.417249e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 8113 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 19404 members 
Mstep: Class 5 contains 38144 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 99150 members 
Mstep: Class 10 contains 48514 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5568 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95017 members 
Mstep: Class 15 contains 124096 members 
Mstep: Class 16 contains 31022 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16060 members 
Mstep: Class 19 contains 119728 members 
Mstep: Class 20 contains 7667 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58277 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 14507 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15906 members 
Mstep: Class 27 contains 1388 members 
Mstep: Class 28 contains 143639 members 
Mstep: Class 29 contains 107413 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 95880 members 
Entering Unmasked Estep 
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Iteration 109Q: 34 clusters Score -1.41725e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 19398 members 
Mstep: Class 5 contains 38268 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16263 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 99179 members 
Mstep: Class 10 contains 48213 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5570 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95044 members 
Mstep: Class 15 contains 124044 members 
Mstep: Class 16 contains 31077 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 16024 members 
Mstep: Class 19 contains 119803 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58318 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 14504 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15922 members 
Mstep: Class 27 contains 1388 members 
Mstep: Class 28 contains 143638 members 
Mstep: Class 29 contains 107516 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 96204 members 
Entering Unmasked Estep 
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Iteration 110Q: 34 clusters Score -1.41725e+08 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 8115 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 19404 members 
Mstep: Class 5 contains 38389 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16282 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 99215 members 
Mstep: Class 10 contains 47932 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95051 members 
Mstep: Class 15 contains 124027 members 
Mstep: Class 16 contains 31112 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 119866 members 
Mstep: Class 20 contains 7526 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58367 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15945 members 
Mstep: Class 27 contains 1389 members 
Mstep: Class 28 contains 143675 members 
Mstep: Class 29 contains 107516 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 96516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725072.000000 Penalty: 74865.953125
Iteration 111Q: 34 clusters Score -1.417251e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 8119 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 19415 members 
Mstep: Class 5 contains 38490 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16306 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 99254 members 
Mstep: Class 10 contains 47635 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95087 members 
Mstep: Class 15 contains 124031 members 
Mstep: Class 16 contains 31161 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 119942 members 
Mstep: Class 20 contains 7473 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58408 members 
Mstep: Class 23 contains 2302 members 
Mstep: Class 24 contains 14495 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15962 members 
Mstep: Class 27 contains 1391 members 
Mstep: Class 28 contains 143655 members 
Mstep: Class 29 contains 107540 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 96831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724864.000000 Penalty: 74865.953125
Iteration 112Q: 34 clusters Score -1.417249e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 5 contains 38563 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16314 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 99275 members 
Mstep: Class 10 contains 47375 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 1803 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 123992 members 
Mstep: Class 16 contains 31207 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15953 members 
Mstep: Class 19 contains 120028 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58455 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 14486 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15974 members 
Mstep: Class 27 contains 1391 members 
Mstep: Class 28 contains 143648 members 
Mstep: Class 29 contains 107579 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2863 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 97154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724544.000000 Penalty: 74865.953125
Iteration 113Q: 34 clusters Score -1.417245e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 19433 members 
Mstep: Class 5 contains 38654 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 99302 members 
Mstep: Class 10 contains 47084 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95176 members 
Mstep: Class 15 contains 124000 members 
Mstep: Class 16 contains 31260 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15933 members 
Mstep: Class 19 contains 120145 members 
Mstep: Class 20 contains 7366 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58507 members 
Mstep: Class 23 contains 2302 members 
Mstep: Class 24 contains 14480 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 15988 members 
Mstep: Class 27 contains 1391 members 
Mstep: Class 28 contains 143656 members 
Mstep: Class 29 contains 107571 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2886 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 97446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724448.000000 Penalty: 74865.953125
Iteration 114Q: 34 clusters Score -1.417244e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 19432 members 
Mstep: Class 5 contains 38751 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 99345 members 
Mstep: Class 10 contains 46794 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95228 members 
Mstep: Class 15 contains 123918 members 
Mstep: Class 16 contains 31307 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15924 members 
Mstep: Class 19 contains 120285 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58581 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 14478 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16003 members 
Mstep: Class 27 contains 1392 members 
Mstep: Class 28 contains 143627 members 
Mstep: Class 29 contains 107589 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 97724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724144.000000 Penalty: 74865.953125
Iteration 115Q: 34 clusters Score -1.417241e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 19409 members 
Mstep: Class 5 contains 38857 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16297 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 99400 members 
Mstep: Class 10 contains 46533 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95278 members 
Mstep: Class 15 contains 123842 members 
Mstep: Class 16 contains 31353 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 15913 members 
Mstep: Class 19 contains 120453 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58642 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 14476 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16016 members 
Mstep: Class 27 contains 1391 members 
Mstep: Class 28 contains 143581 members 
Mstep: Class 29 contains 107538 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2939 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723920.000000 Penalty: 74865.953125
Iteration 116Q: 34 clusters Score -1.417239e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 19395 members 
Mstep: Class 5 contains 38944 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16296 members 
Mstep: Class 8 contains 3370 members 
Mstep: Class 9 contains 99432 members 
Mstep: Class 10 contains 46243 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95323 members 
Mstep: Class 15 contains 123689 members 
Mstep: Class 16 contains 31406 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 15905 members 
Mstep: Class 19 contains 120637 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58680 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 14480 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16035 members 
Mstep: Class 27 contains 1391 members 
Mstep: Class 28 contains 143574 members 
Mstep: Class 29 contains 107528 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 2971 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723680.000000 Penalty: 74865.953125
Iteration 117Q: 34 clusters Score -1.417237e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 39038 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16305 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99471 members 
Mstep: Class 10 contains 45971 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95345 members 
Mstep: Class 15 contains 123608 members 
Mstep: Class 16 contains 31455 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 18 contains 15895 members 
Mstep: Class 19 contains 120807 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58704 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 14481 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16041 members 
Mstep: Class 27 contains 1392 members 
Mstep: Class 28 contains 143537 members 
Mstep: Class 29 contains 107515 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 3011 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723648.000000 Penalty: 74865.953125
Iteration 118Q: 34 clusters Score -1.417236e+08 nChanged 2978
Entering ConstructFrom: 
Score: -141723648.000000 Penalty: 74865.953125
Entering ConstructFrom: 
Trying to split cluster 1 (71421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Entering Unmasked Estep 
Score: -9030587.000000 Penalty: 1816.156372
	Iteration 0F: 2 clusters Score -9030587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -8983308.000000 Penalty: 3632.312744
	Iteration 0F: 3 clusters Score -8983308 nChanged 33661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -9002278.000000 Penalty: 3632.312744
	Iteration 1F: 3 clusters Score -9002278 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -9002704.000000 Penalty: 3632.312744
	Iteration 2Q: 3 clusters Score -9002704 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9003204.000000 Penalty: 3632.312744
	Iteration 3Q: 3 clusters Score -9003204 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -9003889.000000 Penalty: 3632.312744
	Iteration 4Q: 3 clusters Score -9003889 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -9004996.000000 Penalty: 3632.312744
	Iteration 5Q: 3 clusters Score -9004996 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -9006670.000000 Penalty: 3632.312744
	Iteration 6Q: 3 clusters Score -9006670 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -9009156.000000 Penalty: 3632.312744
	Iteration 7F: 3 clusters Score -9009156 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -9012346.000000 Penalty: 3632.312744
	Iteration 8F: 3 clusters Score -9012346 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -9015776.000000 Penalty: 3632.312744
	Iteration 9F: 3 clusters Score -9015776 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -9018816.000000 Penalty: 3632.312744
	Iteration 10F: 3 clusters Score -9018816 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -9021289.000000 Penalty: 3632.312744
	Iteration 11Q: 3 clusters Score -9021289 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -9023082.000000 Penalty: 3632.312744
	Iteration 12Q: 3 clusters Score -9023082 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -9024455.000000 Penalty: 3632.312744
	Iteration 13Q: 3 clusters Score -9024455 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -9025525.000000 Penalty: 3632.312744
	Iteration 14Q: 3 clusters Score -9025525 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -9026493.000000 Penalty: 3632.312744
	Iteration 15Q: 3 clusters Score -9026493 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -9027172.000000 Penalty: 3632.312744
	Iteration 16Q: 3 clusters Score -9027172 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -9027657.000000 Penalty: 3632.312744
	Iteration 17Q: 3 clusters Score -9027657 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -9028106.000000 Penalty: 3632.312744
	Iteration 18Q: 3 clusters Score -9028106 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -9028343.000000 Penalty: 3632.312744
	Iteration 19Q: 3 clusters Score -9028343 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -9028503.000000 Penalty: 3632.312744
	Iteration 20F: 3 clusters Score -9028503 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -9028621.000000 Penalty: 3632.312744
	Iteration 21Q: 3 clusters Score -9028621 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -9028716.000000 Penalty: 3632.312744
	Iteration 22Q: 3 clusters Score -9028716 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -9028781.000000 Penalty: 3632.312744
	Iteration 23Q: 3 clusters Score -9028781 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -9028838.000000 Penalty: 3632.312744
	Iteration 24Q: 3 clusters Score -9028838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -9028891.000000 Penalty: 3632.312744
	Iteration 25Q: 3 clusters Score -9028891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -9028956.000000 Penalty: 3632.312744
	Iteration 26Q: 3 clusters Score -9028956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -9028986.000000 Penalty: 3632.312744
	Iteration 27Q: 3 clusters Score -9028986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -9028995.000000 Penalty: 3632.312744
	Iteration 28Q: 3 clusters Score -9028995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -9029012.000000 Penalty: 3632.312744
	Iteration 29Q: 3 clusters Score -9029012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -9029038.000000 Penalty: 3632.312744
	Iteration 30Q: 3 clusters Score -9029038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -9029057.000000 Penalty: 3632.312744
	Iteration 31Q: 3 clusters Score -9029057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -9029048.000000 Penalty: 3632.312744
	Iteration 32Q: 3 clusters Score -9029048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -9029064.000000 Penalty: 3632.312744
	Iteration 33Q: 3 clusters Score -9029064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -9029072.000000 Penalty: 3632.312744
	Iteration 34Q: 3 clusters Score -9029072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -9029070.000000 Penalty: 3632.312744
	Iteration 35Q: 3 clusters Score -9029070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -9029088.000000 Penalty: 3632.312744
	Iteration 36Q: 3 clusters Score -9029088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -9029091.000000 Penalty: 3632.312744
	Iteration 37Q: 3 clusters Score -9029091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -9029100.000000 Penalty: 3632.312744
	Iteration 38Q: 3 clusters Score -9029100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9029094.000000 Penalty: 3632.312744
	Iteration 39Q: 3 clusters Score -9029094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -9029098.000000 Penalty: 3632.312744
	Iteration 40F: 3 clusters Score -9029098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -9029100.000000 Penalty: 3632.312744
	Iteration 41Q: 3 clusters Score -9029100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -9029104.000000 Penalty: 3632.312744
	Iteration 42Q: 3 clusters Score -9029104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -9029101.000000 Penalty: 3632.312744
	Iteration 43Q: 3 clusters Score -9029101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -9029108.000000 Penalty: 3632.312744
	Iteration 44Q: 3 clusters Score -9029108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -9029108.000000 Penalty: 3632.312744
	Iteration 45Q: 3 clusters Score -9029108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -9029109.000000 Penalty: 3632.312744
	Iteration 46Q: 3 clusters Score -9029109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -9029108.000000 Penalty: 3632.312744
	Iteration 47Q: 3 clusters Score -9029108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -9029110.000000 Penalty: 3632.312744
	Iteration 48Q: 3 clusters Score -9029110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -9029109.000000 Penalty: 3632.312744
	Iteration 49Q: 3 clusters Score -9029109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -9029108.000000 Penalty: 3632.312744
	Iteration 50Q: 3 clusters Score -9029108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -9029110.000000 Penalty: 3632.312744
	Iteration 51Q: 3 clusters Score -9029110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -9029110.000000 Penalty: 3632.312744
	Iteration 52F: 3 clusters Score -9029110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1013345.750000 Penalty: 1463.158813
	Iteration 0F: 2 clusters Score -1013346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1007417.125000 Penalty: 2926.317627
	Iteration 0F: 3 clusters Score -1007417 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1009297.000000 Penalty: 2926.317627
	Iteration 1F: 3 clusters Score -1009297 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1009488.187500 Penalty: 2926.317627
	Iteration 2F: 3 clusters Score -1009488 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1009653.750000 Penalty: 2926.317627
	Iteration 3Q: 3 clusters Score -1009654 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1009804.250000 Penalty: 2926.317627
	Iteration 4Q: 3 clusters Score -1009804 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1009958.312500 Penalty: 2926.317627
	Iteration 5Q: 3 clusters Score -1009958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1010124.187500 Penalty: 2926.317627
	Iteration 6Q: 3 clusters Score -1010124 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1010306.187500 Penalty: 2926.317627
	Iteration 7Q: 3 clusters Score -1010306 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1010492.812500 Penalty: 2926.317627
	Iteration 8Q: 3 clusters Score -1010493 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1010689.312500 Penalty: 2926.317627
	Iteration 9Q: 3 clusters Score -1010689 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1010924.125000 Penalty: 2926.317627
	Iteration 10Q: 3 clusters Score -1010924 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1011126.562500 Penalty: 2926.317627
	Iteration 11Q: 3 clusters Score -1011127 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1011307.437500 Penalty: 2926.317627
	Iteration 12Q: 3 clusters Score -1011307 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1011461.562500 Penalty: 2926.317627
	Iteration 13Q: 3 clusters Score -1011462 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1011580.750000 Penalty: 2926.317627
	Iteration 14Q: 3 clusters Score -1011581 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1011675.625000 Penalty: 2926.317627
	Iteration 15Q: 3 clusters Score -1011676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1011762.937500 Penalty: 2926.317627
	Iteration 16Q: 3 clusters Score -1011763 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1011833.375000 Penalty: 2926.317627
	Iteration 17Q: 3 clusters Score -1011833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1011899.312500 Penalty: 2926.317627
	Iteration 18Q: 3 clusters Score -1011899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1011935.125000 Penalty: 2926.317627
	Iteration 19Q: 3 clusters Score -1011935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1011968.062500 Penalty: 2926.317627
	Iteration 20F: 3 clusters Score -1011968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1011996.000000 Penalty: 2926.317627
	Iteration 21Q: 3 clusters Score -1011996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1012016.250000 Penalty: 2926.317627
	Iteration 22Q: 3 clusters Score -1012016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1012030.937500 Penalty: 2926.317627
	Iteration 23Q: 3 clusters Score -1012031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1012048.687500 Penalty: 2926.317627
	Iteration 24Q: 3 clusters Score -1012049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1012058.062500 Penalty: 2926.317627
	Iteration 25Q: 3 clusters Score -1012058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1012067.062500 Penalty: 2926.317627
	Iteration 26Q: 3 clusters Score -1012067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1012070.125000 Penalty: 2926.317627
	Iteration 27Q: 3 clusters Score -1012070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1012074.375000 Penalty: 2926.317627
	Iteration 28Q: 3 clusters Score -1012074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1012079.125000 Penalty: 2926.317627
	Iteration 29Q: 3 clusters Score -1012079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1012081.437500 Penalty: 2926.317627
	Iteration 30Q: 3 clusters Score -1012081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1012080.000000 Penalty: 2926.317627
	Iteration 31Q: 3 clusters Score -1012080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1012081.250000 Penalty: 2926.317627
	Iteration 32Q: 3 clusters Score -1012081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1012081.250000 Penalty: 2926.317627
	Iteration 33F: 3 clusters Score -1012081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -204933.265625 Penalty: 1220.088745
	Iteration 0F: 2 clusters Score -204933.3 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 917 members 
Entering Unmasked Estep 
Score: -202974.281250 Penalty: 2440.177490
	Iteration 0F: 3 clusters Score -202974.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -203573.515625 Penalty: 2440.177490
	Iteration 1F: 3 clusters Score -203573.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203860.375000 Penalty: 2440.177490
	Iteration 2F: 3 clusters Score -203860.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -204035.093750 Penalty: 2440.177490
	Iteration 3F: 3 clusters Score -204035.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -204125.031250 Penalty: 2440.177490
	Iteration 4Q: 3 clusters Score -204125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -204186.718750 Penalty: 2440.177490
	Iteration 5Q: 3 clusters Score -204186.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -204222.984375 Penalty: 2440.177490
	Iteration 6Q: 3 clusters Score -204223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204248.281250 Penalty: 2440.177490
	Iteration 7Q: 3 clusters Score -204248.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204277.437500 Penalty: 2440.177490
	Iteration 8Q: 3 clusters Score -204277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -204307.093750 Penalty: 2440.177490
	Iteration 9Q: 3 clusters Score -204307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -204340.500000 Penalty: 2440.177490
	Iteration 10Q: 3 clusters Score -204340.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -204388.937500 Penalty: 2440.177490
	Iteration 11Q: 3 clusters Score -204388.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -204438.390625 Penalty: 2440.177490
	Iteration 12Q: 3 clusters Score -204438.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -204499.046875 Penalty: 2440.177490
	Iteration 13Q: 3 clusters Score -204499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -204546.640625 Penalty: 2440.177490
	Iteration 14Q: 3 clusters Score -204546.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -204591.562500 Penalty: 2440.177490
	Iteration 15Q: 3 clusters Score -204591.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -204618.484375 Penalty: 2440.177490
	Iteration 16Q: 3 clusters Score -204618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -204638.015625 Penalty: 2440.177490
	Iteration 17Q: 3 clusters Score -204638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -204650.578125 Penalty: 2440.177490
	Iteration 18Q: 3 clusters Score -204650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -204662.468750 Penalty: 2440.177490
	Iteration 19Q: 3 clusters Score -204662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -204669.546875 Penalty: 2440.177490
	Iteration 20F: 3 clusters Score -204669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -204670.718750 Penalty: 2440.177490
	Iteration 21Q: 3 clusters Score -204670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -204672.000000 Penalty: 2440.177490
	Iteration 22Q: 3 clusters Score -204672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -204672.343750 Penalty: 2440.177490
	Iteration 23Q: 3 clusters Score -204672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -204672.343750 Penalty: 2440.177490
	Iteration 24F: 3 clusters Score -204672.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Entering Unmasked Estep 
Score: -2371748.500000 Penalty: 1604.132446
	Iteration 0F: 2 clusters Score -2371748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2358439.250000 Penalty: 3208.264893
	Iteration 0F: 3 clusters Score -2358439 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2363417.500000 Penalty: 3208.264893
	Iteration 1F: 3 clusters Score -2363418 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2363913.500000 Penalty: 3208.264893
	Iteration 2F: 3 clusters Score -2363914 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2364464.750000 Penalty: 3208.264893
	Iteration 3F: 3 clusters Score -2364465 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2364976.500000 Penalty: 3208.264893
	Iteration 4F: 3 clusters Score -2364976 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2365478.750000 Penalty: 3208.264893
	Iteration 5F: 3 clusters Score -2365479 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2365926.250000 Penalty: 3208.264893
	Iteration 6Q: 3 clusters Score -2365926 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2366360.750000 Penalty: 3208.264893
	Iteration 7Q: 3 clusters Score -2366361 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2366742.500000 Penalty: 3208.264893
	Iteration 8Q: 3 clusters Score -2366742 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2367082.750000 Penalty: 3208.264893
	Iteration 9Q: 3 clusters Score -2367083 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2367423.500000 Penalty: 3208.264893
	Iteration 10Q: 3 clusters Score -2367424 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2367812.750000 Penalty: 3208.264893
	Iteration 11Q: 3 clusters Score -2367813 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2368269.750000 Penalty: 3208.264893
	Iteration 12Q: 3 clusters Score -2368270 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2368733.500000 Penalty: 3208.264893
	Iteration 13Q: 3 clusters Score -2368734 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2369138.750000 Penalty: 3208.264893
	Iteration 14Q: 3 clusters Score -2369139 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2369519.750000 Penalty: 3208.264893
	Iteration 15Q: 3 clusters Score -2369520 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2369797.250000 Penalty: 3208.264893
	Iteration 16Q: 3 clusters Score -2369797 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2369953.750000 Penalty: 3208.264893
	Iteration 17Q: 3 clusters Score -2369954 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2370082.750000 Penalty: 3208.264893
	Iteration 18Q: 3 clusters Score -2370083 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2370170.500000 Penalty: 3208.264893
	Iteration 19Q: 3 clusters Score -2370170 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2370230.000000 Penalty: 3208.264893
	Iteration 20F: 3 clusters Score -2370230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2370273.500000 Penalty: 3208.264893
	Iteration 21Q: 3 clusters Score -2370274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2370306.750000 Penalty: 3208.264893
	Iteration 22Q: 3 clusters Score -2370307 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2370325.000000 Penalty: 3208.264893
	Iteration 23Q: 3 clusters Score -2370325 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2370336.250000 Penalty: 3208.264893
	Iteration 24Q: 3 clusters Score -2370336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2370353.000000 Penalty: 3208.264893
	Iteration 25Q: 3 clusters Score -2370353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2370365.750000 Penalty: 3208.264893
	Iteration 26Q: 3 clusters Score -2370366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2370384.000000 Penalty: 3208.264893
	Iteration 27Q: 3 clusters Score -2370384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2370395.500000 Penalty: 3208.264893
	Iteration 28Q: 3 clusters Score -2370396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2370406.750000 Penalty: 3208.264893
	Iteration 29Q: 3 clusters Score -2370407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2370406.250000 Penalty: 3208.264893
	Iteration 30Q: 3 clusters Score -2370406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2370413.000000 Penalty: 3208.264893
	Iteration 31Q: 3 clusters Score -2370413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2370412.000000 Penalty: 3208.264893
	Iteration 32Q: 3 clusters Score -2370412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2370420.000000 Penalty: 3208.264893
	Iteration 33Q: 3 clusters Score -2370420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2370424.000000 Penalty: 3208.264893
	Iteration 34Q: 3 clusters Score -2370424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2370438.250000 Penalty: 3208.264893
	Iteration 35Q: 3 clusters Score -2370438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2370453.500000 Penalty: 3208.264893
	Iteration 36Q: 3 clusters Score -2370454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2370472.500000 Penalty: 3208.264893
	Iteration 37Q: 3 clusters Score -2370472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2370491.500000 Penalty: 3208.264893
	Iteration 38Q: 3 clusters Score -2370492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2370502.500000 Penalty: 3208.264893
	Iteration 39Q: 3 clusters Score -2370502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2370523.750000 Penalty: 3208.264893
	Iteration 40F: 3 clusters Score -2370524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2370534.750000 Penalty: 3208.264893
	Iteration 41Q: 3 clusters Score -2370535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2370547.750000 Penalty: 3208.264893
	Iteration 42Q: 3 clusters Score -2370548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2370553.250000 Penalty: 3208.264893
	Iteration 43Q: 3 clusters Score -2370553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2370559.250000 Penalty: 3208.264893
	Iteration 44Q: 3 clusters Score -2370559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2370563.750000 Penalty: 3208.264893
	Iteration 45Q: 3 clusters Score -2370564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2370570.000000 Penalty: 3208.264893
	Iteration 46Q: 3 clusters Score -2370570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2370580.000000 Penalty: 3208.264893
	Iteration 47Q: 3 clusters Score -2370580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2370578.250000 Penalty: 3208.264893
	Iteration 48Q: 3 clusters Score -2370578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2370578.500000 Penalty: 3208.264893
	Iteration 49Q: 3 clusters Score -2370578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2370586.000000 Penalty: 3208.264893
	Iteration 50Q: 3 clusters Score -2370586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2370589.000000 Penalty: 3208.264893
	Iteration 51Q: 3 clusters Score -2370589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2370595.250000 Penalty: 3208.264893
	Iteration 52Q: 3 clusters Score -2370595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2370601.500000 Penalty: 3208.264893
	Iteration 53Q: 3 clusters Score -2370602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2370606.000000 Penalty: 3208.264893
	Iteration 54Q: 3 clusters Score -2370606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2370609.000000 Penalty: 3208.264893
	Iteration 55Q: 3 clusters Score -2370609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2370616.250000 Penalty: 3208.264893
	Iteration 56Q: 3 clusters Score -2370616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2370619.750000 Penalty: 3208.264893
	Iteration 57Q: 3 clusters Score -2370620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2370627.500000 Penalty: 3208.264893
	Iteration 58Q: 3 clusters Score -2370628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2370640.000000 Penalty: 3208.264893
	Iteration 59Q: 3 clusters Score -2370640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2370646.000000 Penalty: 3208.264893
	Iteration 60F: 3 clusters Score -2370646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2370660.250000 Penalty: 3208.264893
	Iteration 61Q: 3 clusters Score -2370660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2370664.500000 Penalty: 3208.264893
	Iteration 62Q: 3 clusters Score -2370664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2370672.000000 Penalty: 3208.264893
	Iteration 63Q: 3 clusters Score -2370672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2370677.750000 Penalty: 3208.264893
	Iteration 64Q: 3 clusters Score -2370678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2370684.250000 Penalty: 3208.264893
	Iteration 65Q: 3 clusters Score -2370684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2370689.000000 Penalty: 3208.264893
	Iteration 66Q: 3 clusters Score -2370689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2370697.000000 Penalty: 3208.264893
	Iteration 67Q: 3 clusters Score -2370697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2370704.750000 Penalty: 3208.264893
	Iteration 68Q: 3 clusters Score -2370705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2370701.750000 Penalty: 3208.264893
	Iteration 69Q: 3 clusters Score -2370702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2370702.750000 Penalty: 3208.264893
	Iteration 70Q: 3 clusters Score -2370703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2370707.250000 Penalty: 3208.264893
	Iteration 71Q: 3 clusters Score -2370707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2370707.250000 Penalty: 3208.264893
	Iteration 72Q: 3 clusters Score -2370707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2370705.500000 Penalty: 3208.264893
	Iteration 73Q: 3 clusters Score -2370706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2370705.500000 Penalty: 3208.264893
	Iteration 74Q: 3 clusters Score -2370706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2370706.000000 Penalty: 3208.264893
	Iteration 75Q: 3 clusters Score -2370706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2370708.500000 Penalty: 3208.264893
	Iteration 76Q: 3 clusters Score -2370708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2370709.500000 Penalty: 3208.264893
	Iteration 77Q: 3 clusters Score -2370710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2370708.250000 Penalty: 3208.264893
	Iteration 78Q: 3 clusters Score -2370708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2370708.750000 Penalty: 3208.264893
	Iteration 79Q: 3 clusters Score -2370709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2370707.750000 Penalty: 3208.264893
	Iteration 80F: 3 clusters Score -2370708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2370708.750000 Penalty: 3208.264893
	Iteration 81Q: 3 clusters Score -2370709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2370709.000000 Penalty: 3208.264893
	Iteration 82Q: 3 clusters Score -2370709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2370707.750000 Penalty: 3208.264893
	Iteration 83Q: 3 clusters Score -2370708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2370710.250000 Penalty: 3208.264893
	Iteration 84Q: 3 clusters Score -2370710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2370706.250000 Penalty: 3208.264893
	Iteration 85Q: 3 clusters Score -2370706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2370708.500000 Penalty: 3208.264893
	Iteration 86Q: 3 clusters Score -2370708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2370710.000000 Penalty: 3208.264893
	Iteration 87Q: 3 clusters Score -2370710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2370709.500000 Penalty: 3208.264893
	Iteration 88Q: 3 clusters Score -2370710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2370711.000000 Penalty: 3208.264893
	Iteration 89Q: 3 clusters Score -2370711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2370709.500000 Penalty: 3208.264893
	Iteration 90Q: 3 clusters Score -2370710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2370709.500000 Penalty: 3208.264893
	Iteration 91F: 3 clusters Score -2370710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Entering Unmasked Estep 
Score: -4951203.500000 Penalty: 1718.533447
	Iteration 0F: 2 clusters Score -4951204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4924990.000000 Penalty: 3437.066895
	Iteration 0F: 3 clusters Score -4924990 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4934990.500000 Penalty: 3437.066895
	Iteration 1F: 3 clusters Score -4934990 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4935480.500000 Penalty: 3437.066895
	Iteration 2Q: 3 clusters Score -4935480 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4935955.500000 Penalty: 3437.066895
	Iteration 3Q: 3 clusters Score -4935956 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4936439.000000 Penalty: 3437.066895
	Iteration 4Q: 3 clusters Score -4936439 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4936939.000000 Penalty: 3437.066895
	Iteration 5Q: 3 clusters Score -4936939 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4937509.000000 Penalty: 3437.066895
	Iteration 6Q: 3 clusters Score -4937509 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4938124.500000 Penalty: 3437.066895
	Iteration 7Q: 3 clusters Score -4938124 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4938647.000000 Penalty: 3437.066895
	Iteration 8Q: 3 clusters Score -4938647 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4939172.500000 Penalty: 3437.066895
	Iteration 9Q: 3 clusters Score -4939172 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4939626.500000 Penalty: 3437.066895
	Iteration 10Q: 3 clusters Score -4939626 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4940085.500000 Penalty: 3437.066895
	Iteration 11Q: 3 clusters Score -4940086 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4940519.000000 Penalty: 3437.066895
	Iteration 12Q: 3 clusters Score -4940519 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4941022.000000 Penalty: 3437.066895
	Iteration 13Q: 3 clusters Score -4941022 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4941684.500000 Penalty: 3437.066895
	Iteration 14Q: 3 clusters Score -4941684 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4942424.000000 Penalty: 3437.066895
	Iteration 15Q: 3 clusters Score -4942424 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4943211.000000 Penalty: 3437.066895
	Iteration 16Q: 3 clusters Score -4943211 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4943931.500000 Penalty: 3437.066895
	Iteration 17Q: 3 clusters Score -4943932 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4944366.000000 Penalty: 3437.066895
	Iteration 18Q: 3 clusters Score -4944366 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4944655.500000 Penalty: 3437.066895
	Iteration 19Q: 3 clusters Score -4944656 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4944833.500000 Penalty: 3437.066895
	Iteration 20F: 3 clusters Score -4944834 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4945031.000000 Penalty: 3437.066895
	Iteration 21Q: 3 clusters Score -4945031 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4945146.000000 Penalty: 3437.066895
	Iteration 22Q: 3 clusters Score -4945146 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4945293.500000 Penalty: 3437.066895
	Iteration 23Q: 3 clusters Score -4945294 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4945457.500000 Penalty: 3437.066895
	Iteration 24Q: 3 clusters Score -4945458 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4945621.000000 Penalty: 3437.066895
	Iteration 25Q: 3 clusters Score -4945621 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4945812.500000 Penalty: 3437.066895
	Iteration 26Q: 3 clusters Score -4945812 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4945974.000000 Penalty: 3437.066895
	Iteration 27Q: 3 clusters Score -4945974 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4946185.000000 Penalty: 3437.066895
	Iteration 28Q: 3 clusters Score -4946185 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4946355.500000 Penalty: 3437.066895
	Iteration 29Q: 3 clusters Score -4946356 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4946514.500000 Penalty: 3437.066895
	Iteration 30Q: 3 clusters Score -4946514 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4946694 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4946825.500000 Penalty: 3437.066895
	Iteration 32Q: 3 clusters Score -4946826 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4946947 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4947068 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4947172 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4947248 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4947318 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4947357 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4947423 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -4947465.500000 Penalty: 3437.066895
	Iteration 40F: 3 clusters Score -4947466 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4947522.500000 Penalty: 3437.066895
	Iteration 41Q: 3 clusters Score -4947522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4947584 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4947636 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4947714 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4947760 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4947800 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4947875.500000 Penalty: 3437.066895
	Iteration 47Q: 3 clusters Score -4947876 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4947960 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4948029 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4948106.500000 Penalty: 3437.066895
	Iteration 50Q: 3 clusters Score -4948106 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4948183 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4948233.500000 Penalty: 3437.066895
	Iteration 52Q: 3 clusters Score -4948234 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4948308 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4948374 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4948441.500000 Penalty: 3437.066895
	Iteration 55Q: 3 clusters Score -4948442 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4948515 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4948584 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4948664 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4948749 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4948781 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4948824 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4948869 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4948921 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4948970 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4949004.500000 Penalty: 3437.066895
	Iteration 65Q: 3 clusters Score -4949004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4949042.500000 Penalty: 3437.066895
	Iteration 66Q: 3 clusters Score -4949042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4949093 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4949120 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4949170 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4949213 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4949231.500000 Penalty: 3437.066895
	Iteration 71Q: 3 clusters Score -4949232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4949259 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4949277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4949294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4949317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4949348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4949396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4949403 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4949416 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4949442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4949453.500000 Penalty: 3437.066895
	Iteration 81Q: 3 clusters Score -4949454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4949469 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4949486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4949493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4949503.500000 Penalty: 3437.066895
	Iteration 85Q: 3 clusters Score -4949504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4949524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4949540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4949543.500000 Penalty: 3437.066895
	Iteration 88Q: 3 clusters Score -4949544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4949561.500000 Penalty: 3437.066895
	Iteration 89Q: 3 clusters Score -4949562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4949562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4949557.500000 Penalty: 3437.066895
	Iteration 91Q: 3 clusters Score -4949558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4949560.000000 Penalty: 3437.066895
	Iteration 92Q: 3 clusters Score -4949560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4949569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4949578.500000 Penalty: 3437.066895
	Iteration 94Q: 3 clusters Score -4949578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4949578 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4949579 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4949598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4949604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4949612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4949621.000000 Penalty: 3437.066895
	Iteration 100F: 3 clusters Score -4949621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4949626.000000 Penalty: 3437.066895
	Iteration 101Q: 3 clusters Score -4949626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4949639.500000 Penalty: 3437.066895
	Iteration 102Q: 3 clusters Score -4949640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4949645.000000 Penalty: 3437.066895
	Iteration 103Q: 3 clusters Score -4949645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4949653.500000 Penalty: 3437.066895
	Iteration 104Q: 3 clusters Score -4949654 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4949664 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4949688 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4949692.500000 Penalty: 3437.066895
	Iteration 107Q: 3 clusters Score -4949692 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4949700 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4949716 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4949734 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4949737.000000 Penalty: 3437.066895
	Iteration 111Q: 3 clusters Score -4949737 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4949745 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4949755.000000 Penalty: 3437.066895
	Iteration 113Q: 3 clusters Score -4949755 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4949756 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4949760.500000 Penalty: 3437.066895
	Iteration 115Q: 3 clusters Score -4949760 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4949772 nChanged 29
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Mstep: Class 1 contains 37927 members 
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Entering Unmasked Estep 
Score: -4949780.500000 Penalty: 3437.066895
	Iteration 117Q: 3 clusters Score -4949780 nChanged 24
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Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4949793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4949807.000000 Penalty: 3437.066895
	Iteration 119Q: 3 clusters Score -4949807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4949822.500000 Penalty: 3437.066895
	Iteration 120F: 3 clusters Score -4949822 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4949833.000000 Penalty: 3437.066895
	Iteration 121Q: 3 clusters Score -4949833 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4949840.500000 Penalty: 3437.066895
	Iteration 122Q: 3 clusters Score -4949840 nChanged 29
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Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4949847.000000 Penalty: 3437.066895
	Iteration 123Q: 3 clusters Score -4949847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4949860.000000 Penalty: 3437.066895
	Iteration 124Q: 3 clusters Score -4949860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4949867.500000 Penalty: 3437.066895
	Iteration 125Q: 3 clusters Score -4949868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4949874.000000 Penalty: 3437.066895
	Iteration 126Q: 3 clusters Score -4949874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4949888.000000 Penalty: 3437.066895
	Iteration 127Q: 3 clusters Score -4949888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4949887.500000 Penalty: 3437.066895
	Iteration 128Q: 3 clusters Score -4949888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4949890.000000 Penalty: 3437.066895
	Iteration 129Q: 3 clusters Score -4949890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4949901.500000 Penalty: 3437.066895
	Iteration 130Q: 3 clusters Score -4949902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4949917.000000 Penalty: 3437.066895
	Iteration 131Q: 3 clusters Score -4949917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4949919.500000 Penalty: 3437.066895
	Iteration 132Q: 3 clusters Score -4949920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4949929.000000 Penalty: 3437.066895
	Iteration 133Q: 3 clusters Score -4949929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4949937.000000 Penalty: 3437.066895
	Iteration 134Q: 3 clusters Score -4949937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4949935.000000 Penalty: 3437.066895
	Iteration 135Q: 3 clusters Score -4949935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4949940.500000 Penalty: 3437.066895
	Iteration 136Q: 3 clusters Score -4949940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4949941.500000 Penalty: 3437.066895
	Iteration 137Q: 3 clusters Score -4949942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4949940.500000 Penalty: 3437.066895
	Iteration 138Q: 3 clusters Score -4949940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4949938.500000 Penalty: 3437.066895
	Iteration 139Q: 3 clusters Score -4949938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4949939.500000 Penalty: 3437.066895
	Iteration 140F: 3 clusters Score -4949940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -26147.357422 Penalty: 881.554382
	Iteration 0F: 2 clusters Score -26147.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25337.851562 Penalty: 1763.108765
	Iteration 0F: 3 clusters Score -25337.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25413.177734 Penalty: 1763.108765
	Iteration 1F: 3 clusters Score -25413.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25425.228516 Penalty: 1763.108765
	Iteration 2Q: 3 clusters Score -25425.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25428.244141 Penalty: 1763.108765
	Iteration 3Q: 3 clusters Score -25428.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25428.244141 Penalty: 1763.108765
	Iteration 4F: 3 clusters Score -25428.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Entering Unmasked Estep 
Score: -2004998.125000 Penalty: 1576.184204
	Iteration 0F: 2 clusters Score -2004998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1993680.750000 Penalty: 3152.368408
	Iteration 0F: 3 clusters Score -1993681 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1997649.250000 Penalty: 3152.368408
	Iteration 1F: 3 clusters Score -1997649 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1997996.750000 Penalty: 3152.368408
	Iteration 2F: 3 clusters Score -1997997 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1998313.625000 Penalty: 3152.368408
	Iteration 3Q: 3 clusters Score -1998314 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1998595.750000 Penalty: 3152.368408
	Iteration 4Q: 3 clusters Score -1998596 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1998871.500000 Penalty: 3152.368408
	Iteration 5Q: 3 clusters Score -1998872 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1999109.625000 Penalty: 3152.368408
	Iteration 6Q: 3 clusters Score -1999110 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1999318.500000 Penalty: 3152.368408
	Iteration 7Q: 3 clusters Score -1999318 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1999521.500000 Penalty: 3152.368408
	Iteration 8Q: 3 clusters Score -1999522 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1999702.375000 Penalty: 3152.368408
	Iteration 9Q: 3 clusters Score -1999702 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1999875.000000 Penalty: 3152.368408
	Iteration 10Q: 3 clusters Score -1999875 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2000068.625000 Penalty: 3152.368408
	Iteration 11Q: 3 clusters Score -2000069 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2000296.625000 Penalty: 3152.368408
	Iteration 12Q: 3 clusters Score -2000297 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2000603.000000 Penalty: 3152.368408
	Iteration 13Q: 3 clusters Score -2000603 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2000914.625000 Penalty: 3152.368408
	Iteration 14Q: 3 clusters Score -2000915 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2001288.125000 Penalty: 3152.368408
	Iteration 15Q: 3 clusters Score -2001288 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2001751.875000 Penalty: 3152.368408
	Iteration 16Q: 3 clusters Score -2001752 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2002223.875000 Penalty: 3152.368408
	Iteration 17Q: 3 clusters Score -2002224 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2002682.000000 Penalty: 3152.368408
	Iteration 18Q: 3 clusters Score -2002682 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2003057.250000 Penalty: 3152.368408
	Iteration 19Q: 3 clusters Score -2003057 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2003306.250000 Penalty: 3152.368408
	Iteration 20F: 3 clusters Score -2003306 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2003476.625000 Penalty: 3152.368408
	Iteration 21Q: 3 clusters Score -2003477 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2003597.250000 Penalty: 3152.368408
	Iteration 22Q: 3 clusters Score -2003597 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2003689.125000 Penalty: 3152.368408
	Iteration 23Q: 3 clusters Score -2003689 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2003767.500000 Penalty: 3152.368408
	Iteration 24Q: 3 clusters Score -2003768 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2003827.625000 Penalty: 3152.368408
	Iteration 25Q: 3 clusters Score -2003828 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2003880.125000 Penalty: 3152.368408
	Iteration 26Q: 3 clusters Score -2003880 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2003919.375000 Penalty: 3152.368408
	Iteration 27Q: 3 clusters Score -2003919 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2003952.750000 Penalty: 3152.368408
	Iteration 28Q: 3 clusters Score -2003953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2003968.500000 Penalty: 3152.368408
	Iteration 29Q: 3 clusters Score -2003968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2003980.500000 Penalty: 3152.368408
	Iteration 30Q: 3 clusters Score -2003980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2003985.000000 Penalty: 3152.368408
	Iteration 31Q: 3 clusters Score -2003985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2003994.875000 Penalty: 3152.368408
	Iteration 32Q: 3 clusters Score -2003995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2004004.000000 Penalty: 3152.368408
	Iteration 33Q: 3 clusters Score -2004004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2004007.625000 Penalty: 3152.368408
	Iteration 34Q: 3 clusters Score -2004008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2004011.125000 Penalty: 3152.368408
	Iteration 35Q: 3 clusters Score -2004011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2004019.000000 Penalty: 3152.368408
	Iteration 36Q: 3 clusters Score -2004019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2004019.375000 Penalty: 3152.368408
	Iteration 37Q: 3 clusters Score -2004019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2004022.250000 Penalty: 3152.368408
	Iteration 38Q: 3 clusters Score -2004022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2004019.750000 Penalty: 3152.368408
	Iteration 39Q: 3 clusters Score -2004020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2004021.750000 Penalty: 3152.368408
	Iteration 40F: 3 clusters Score -2004022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2004025.125000 Penalty: 3152.368408
	Iteration 41Q: 3 clusters Score -2004025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2004028.750000 Penalty: 3152.368408
	Iteration 42Q: 3 clusters Score -2004029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2004031.125000 Penalty: 3152.368408
	Iteration 43Q: 3 clusters Score -2004031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2004039.125000 Penalty: 3152.368408
	Iteration 44Q: 3 clusters Score -2004039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2004046.250000 Penalty: 3152.368408
	Iteration 45Q: 3 clusters Score -2004046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2004045.375000 Penalty: 3152.368408
	Iteration 46Q: 3 clusters Score -2004045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2004046.500000 Penalty: 3152.368408
	Iteration 47Q: 3 clusters Score -2004046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2004047.125000 Penalty: 3152.368408
	Iteration 48Q: 3 clusters Score -2004047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2004045.750000 Penalty: 3152.368408
	Iteration 49Q: 3 clusters Score -2004046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2004047.125000 Penalty: 3152.368408
	Iteration 50Q: 3 clusters Score -2004047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2004050.375000 Penalty: 3152.368408
	Iteration 51Q: 3 clusters Score -2004050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2004047.375000 Penalty: 3152.368408
	Iteration 52Q: 3 clusters Score -2004047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2004048.625000 Penalty: 3152.368408
	Iteration 53Q: 3 clusters Score -2004049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2004053.375000 Penalty: 3152.368408
	Iteration 54Q: 3 clusters Score -2004053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2004060.000000 Penalty: 3152.368408
	Iteration 55Q: 3 clusters Score -2004060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2004062.500000 Penalty: 3152.368408
	Iteration 56Q: 3 clusters Score -2004062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2004060.625000 Penalty: 3152.368408
	Iteration 57Q: 3 clusters Score -2004061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2004066.750000 Penalty: 3152.368408
	Iteration 58Q: 3 clusters Score -2004067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2004072.500000 Penalty: 3152.368408
	Iteration 59Q: 3 clusters Score -2004072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2004073.875000 Penalty: 3152.368408
	Iteration 60F: 3 clusters Score -2004074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2004081.000000 Penalty: 3152.368408
	Iteration 61Q: 3 clusters Score -2004081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2004081.500000 Penalty: 3152.368408
	Iteration 62Q: 3 clusters Score -2004082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2004081.000000 Penalty: 3152.368408
	Iteration 63Q: 3 clusters Score -2004081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2004082.875000 Penalty: 3152.368408
	Iteration 64Q: 3 clusters Score -2004083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2004086.125000 Penalty: 3152.368408
	Iteration 65Q: 3 clusters Score -2004086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2004089.500000 Penalty: 3152.368408
	Iteration 66Q: 3 clusters Score -2004090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2004089.250000 Penalty: 3152.368408
	Iteration 67Q: 3 clusters Score -2004089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2004091.750000 Penalty: 3152.368408
	Iteration 68Q: 3 clusters Score -2004092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2004087.750000 Penalty: 3152.368408
	Iteration 69Q: 3 clusters Score -2004088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2004087.750000 Penalty: 3152.368408
	Iteration 70F: 3 clusters Score -2004088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -398136.031250 Penalty: 1319.595581
	Iteration 0F: 2 clusters Score -398136 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 1664 members 
Entering Unmasked Estep 
Score: -395203.906250 Penalty: 2639.191162
	Iteration 0F: 3 clusters Score -395203.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -396214.468750 Penalty: 2639.191162
	Iteration 1F: 3 clusters Score -396214.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -396758.937500 Penalty: 2639.191162
	Iteration 2F: 3 clusters Score -396758.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -397242.750000 Penalty: 2639.191162
	Iteration 3F: 3 clusters Score -397242.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -397522.625000 Penalty: 2639.191162
	Iteration 4F: 3 clusters Score -397522.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -397698.906250 Penalty: 2639.191162
	Iteration 5Q: 3 clusters Score -397698.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -397789.843750 Penalty: 2639.191162
	Iteration 6Q: 3 clusters Score -397789.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -397854.500000 Penalty: 2639.191162
	Iteration 7Q: 3 clusters Score -397854.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -397920.781250 Penalty: 2639.191162
	Iteration 8Q: 3 clusters Score -397920.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -397966.843750 Penalty: 2639.191162
	Iteration 9Q: 3 clusters Score -397966.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -397990.406250 Penalty: 2639.191162
	Iteration 10Q: 3 clusters Score -397990.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -397997.343750 Penalty: 2639.191162
	Iteration 11Q: 3 clusters Score -397997.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -398004.156250 Penalty: 2639.191162
	Iteration 12Q: 3 clusters Score -398004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -398011.875000 Penalty: 2639.191162
	Iteration 13Q: 3 clusters Score -398011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -398014.937500 Penalty: 2639.191162
	Iteration 14Q: 3 clusters Score -398014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -398018.218750 Penalty: 2639.191162
	Iteration 15Q: 3 clusters Score -398018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -398025.406250 Penalty: 2639.191162
	Iteration 16Q: 3 clusters Score -398025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -398032.156250 Penalty: 2639.191162
	Iteration 17Q: 3 clusters Score -398032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -398036.218750 Penalty: 2639.191162
	Iteration 18Q: 3 clusters Score -398036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -398038.718750 Penalty: 2639.191162
	Iteration 19Q: 3 clusters Score -398038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -398041.000000 Penalty: 2639.191162
	Iteration 20F: 3 clusters Score -398041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -398043.718750 Penalty: 2639.191162
	Iteration 21Q: 3 clusters Score -398043.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -398044.562500 Penalty: 2639.191162
	Iteration 22Q: 3 clusters Score -398044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -398047.687500 Penalty: 2639.191162
	Iteration 23Q: 3 clusters Score -398047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -398051.906250 Penalty: 2639.191162
	Iteration 24Q: 3 clusters Score -398051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -398055.593750 Penalty: 2639.191162
	Iteration 25Q: 3 clusters Score -398055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -398058.281250 Penalty: 2639.191162
	Iteration 26Q: 3 clusters Score -398058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -398059.406250 Penalty: 2639.191162
	Iteration 27Q: 3 clusters Score -398059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -398062.750000 Penalty: 2639.191162
	Iteration 28Q: 3 clusters Score -398062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -398065.156250 Penalty: 2639.191162
	Iteration 29Q: 3 clusters Score -398065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -398067.000000 Penalty: 2639.191162
	Iteration 30Q: 3 clusters Score -398067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -398070.593750 Penalty: 2639.191162
	Iteration 31Q: 3 clusters Score -398070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -398071.625000 Penalty: 2639.191162
	Iteration 32Q: 3 clusters Score -398071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -398072.812500 Penalty: 2639.191162
	Iteration 33Q: 3 clusters Score -398072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -398073.593750 Penalty: 2639.191162
	Iteration 34Q: 3 clusters Score -398073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -398073.812500 Penalty: 2639.191162
	Iteration 35Q: 3 clusters Score -398073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -398074.812500 Penalty: 2639.191162
	Iteration 36Q: 3 clusters Score -398074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -398074.750000 Penalty: 2639.191162
	Iteration 37Q: 3 clusters Score -398074.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -398074.750000 Penalty: 2639.191162
	Iteration 38F: 3 clusters Score -398074.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (99514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Entering Unmasked Estep 
Score: -12302345.000000 Penalty: 1870.058716
	Iteration 0F: 2 clusters Score -1.230234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -12237340.000000 Penalty: 3740.117432
	Iteration 0F: 3 clusters Score -1.223734e+07 nChanged 47555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -12265136.000000 Penalty: 3740.117432
	Iteration 1F: 3 clusters Score -1.226514e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -12266330.000000 Penalty: 3740.117432
	Iteration 2Q: 3 clusters Score -1.226633e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -12267910.000000 Penalty: 3740.117432
	Iteration 3Q: 3 clusters Score -1.226791e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -12269605.000000 Penalty: 3740.117432
	Iteration 4Q: 3 clusters Score -1.22696e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -12271637.000000 Penalty: 3740.117432
	Iteration 5Q: 3 clusters Score -1.227164e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -12274211.000000 Penalty: 3740.117432
	Iteration 6F: 3 clusters Score -1.227421e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -12277009.000000 Penalty: 3740.117432
	Iteration 7F: 3 clusters Score -1.227701e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -12280257.000000 Penalty: 3740.117432
	Iteration 8F: 3 clusters Score -1.228026e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -12283352.000000 Penalty: 3740.117432
	Iteration 9F: 3 clusters Score -1.228335e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -12285184.000000 Penalty: 3740.117432
	Iteration 10Q: 3 clusters Score -1.228518e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -12286121.000000 Penalty: 3740.117432
	Iteration 11Q: 3 clusters Score -1.228612e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -12286481.000000 Penalty: 3740.117432
	Iteration 12Q: 3 clusters Score -1.228648e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -12286838.000000 Penalty: 3740.117432
	Iteration 13Q: 3 clusters Score -1.228684e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -12287066.000000 Penalty: 3740.117432
	Iteration 14Q: 3 clusters Score -1.228707e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -12287369.000000 Penalty: 3740.117432
	Iteration 15Q: 3 clusters Score -1.228737e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -12287763.000000 Penalty: 3740.117432
	Iteration 16Q: 3 clusters Score -1.228776e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -12288219.000000 Penalty: 3740.117432
	Iteration 17Q: 3 clusters Score -1.228822e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -12288609.000000 Penalty: 3740.117432
	Iteration 18Q: 3 clusters Score -1.228861e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -12289107.000000 Penalty: 3740.117432
	Iteration 19Q: 3 clusters Score -1.228911e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -12289607.000000 Penalty: 3740.117432
	Iteration 20F: 3 clusters Score -1.228961e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -12290136.000000 Penalty: 3740.117432
	Iteration 21Q: 3 clusters Score -1.229014e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -12290640.000000 Penalty: 3740.117432
	Iteration 22Q: 3 clusters Score -1.229064e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -12291099.000000 Penalty: 3740.117432
	Iteration 23Q: 3 clusters Score -1.22911e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -12291559.000000 Penalty: 3740.117432
	Iteration 24Q: 3 clusters Score -1.229156e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -12291979.000000 Penalty: 3740.117432
	Iteration 25Q: 3 clusters Score -1.229198e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -12292338.000000 Penalty: 3740.117432
	Iteration 26Q: 3 clusters Score -1.229234e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -12292587.000000 Penalty: 3740.117432
	Iteration 27Q: 3 clusters Score -1.229259e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -12292956.000000 Penalty: 3740.117432
	Iteration 28Q: 3 clusters Score -1.229296e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -12293193.000000 Penalty: 3740.117432
	Iteration 29Q: 3 clusters Score -1.229319e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -12293577.000000 Penalty: 3740.117432
	Iteration 30Q: 3 clusters Score -1.229358e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -12293925.000000 Penalty: 3740.117432
	Iteration 31Q: 3 clusters Score -1.229392e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -12294331.000000 Penalty: 3740.117432
	Iteration 32Q: 3 clusters Score -1.229433e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -12294813.000000 Penalty: 3740.117432
	Iteration 33Q: 3 clusters Score -1.229481e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -12295394.000000 Penalty: 3740.117432
	Iteration 34Q: 3 clusters Score -1.229539e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -12295827.000000 Penalty: 3740.117432
	Iteration 35Q: 3 clusters Score -1.229583e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -12296459.000000 Penalty: 3740.117432
	Iteration 36Q: 3 clusters Score -1.229646e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -12296926.000000 Penalty: 3740.117432
	Iteration 37Q: 3 clusters Score -1.229693e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -12297422.000000 Penalty: 3740.117432
	Iteration 38Q: 3 clusters Score -1.229742e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -12297821.000000 Penalty: 3740.117432
	Iteration 39Q: 3 clusters Score -1.229782e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -12298278.000000 Penalty: 3740.117432
	Iteration 40F: 3 clusters Score -1.229828e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -12298672.000000 Penalty: 3740.117432
	Iteration 41Q: 3 clusters Score -1.229867e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -12298903.000000 Penalty: 3740.117432
	Iteration 42Q: 3 clusters Score -1.22989e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -12299185.000000 Penalty: 3740.117432
	Iteration 43Q: 3 clusters Score -1.229918e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -12299377.000000 Penalty: 3740.117432
	Iteration 44Q: 3 clusters Score -1.229938e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -12299503.000000 Penalty: 3740.117432
	Iteration 45Q: 3 clusters Score -1.22995e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -12299701.000000 Penalty: 3740.117432
	Iteration 46Q: 3 clusters Score -1.22997e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -12299881.000000 Penalty: 3740.117432
	Iteration 47Q: 3 clusters Score -1.229988e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -12300021.000000 Penalty: 3740.117432
	Iteration 48Q: 3 clusters Score -1.230002e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -12300085.000000 Penalty: 3740.117432
	Iteration 49Q: 3 clusters Score -1.230008e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -12300219.000000 Penalty: 3740.117432
	Iteration 50Q: 3 clusters Score -1.230022e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -12300366.000000 Penalty: 3740.117432
	Iteration 51Q: 3 clusters Score -1.230037e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -12300399.000000 Penalty: 3740.117432
	Iteration 52Q: 3 clusters Score -1.23004e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -12300473.000000 Penalty: 3740.117432
	Iteration 53Q: 3 clusters Score -1.230047e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -12300563.000000 Penalty: 3740.117432
	Iteration 54Q: 3 clusters Score -1.230056e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -12300646.000000 Penalty: 3740.117432
	Iteration 55Q: 3 clusters Score -1.230065e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -12300680.000000 Penalty: 3740.117432
	Iteration 56Q: 3 clusters Score -1.230068e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -12300741.000000 Penalty: 3740.117432
	Iteration 57Q: 3 clusters Score -1.230074e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -12300864.000000 Penalty: 3740.117432
	Iteration 58Q: 3 clusters Score -1.230086e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -12300890.000000 Penalty: 3740.117432
	Iteration 59Q: 3 clusters Score -1.230089e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -12300989.000000 Penalty: 3740.117432
	Iteration 60F: 3 clusters Score -1.230099e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -12301035.000000 Penalty: 3740.117432
	Iteration 61Q: 3 clusters Score -1.230104e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -12301104.000000 Penalty: 3740.117432
	Iteration 62Q: 3 clusters Score -1.23011e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -12301110.000000 Penalty: 3740.117432
	Iteration 63Q: 3 clusters Score -1.230111e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -12301118.000000 Penalty: 3740.117432
	Iteration 64Q: 3 clusters Score -1.230112e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -12301150.000000 Penalty: 3740.117432
	Iteration 65Q: 3 clusters Score -1.230115e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -12301167.000000 Penalty: 3740.117432
	Iteration 66Q: 3 clusters Score -1.230117e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -12301211.000000 Penalty: 3740.117432
	Iteration 67Q: 3 clusters Score -1.230121e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -12301218.000000 Penalty: 3740.117432
	Iteration 68Q: 3 clusters Score -1.230122e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -12301248.000000 Penalty: 3740.117432
	Iteration 69Q: 3 clusters Score -1.230125e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -12301268.000000 Penalty: 3740.117432
	Iteration 70Q: 3 clusters Score -1.230127e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -12301313.000000 Penalty: 3740.117432
	Iteration 71Q: 3 clusters Score -1.230131e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -12301325.000000 Penalty: 3740.117432
	Iteration 72Q: 3 clusters Score -1.230132e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -12301326.000000 Penalty: 3740.117432
	Iteration 73Q: 3 clusters Score -1.230133e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -12301312.000000 Penalty: 3740.117432
	Iteration 74Q: 3 clusters Score -1.230131e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -12301317.000000 Penalty: 3740.117432
	Iteration 75Q: 3 clusters Score -1.230132e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -12301341.000000 Penalty: 3740.117432
	Iteration 76Q: 3 clusters Score -1.230134e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -12301369.000000 Penalty: 3740.117432
	Iteration 77Q: 3 clusters Score -1.230137e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -12301365.000000 Penalty: 3740.117432
	Iteration 78Q: 3 clusters Score -1.230136e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -12301354.000000 Penalty: 3740.117432
	Iteration 79Q: 3 clusters Score -1.230135e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -12301377.000000 Penalty: 3740.117432
	Iteration 80F: 3 clusters Score -1.230138e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -12301407.000000 Penalty: 3740.117432
	Iteration 81Q: 3 clusters Score -1.230141e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -12301422.000000 Penalty: 3740.117432
	Iteration 82Q: 3 clusters Score -1.230142e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -12301429.000000 Penalty: 3740.117432
	Iteration 83Q: 3 clusters Score -1.230143e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -12301437.000000 Penalty: 3740.117432
	Iteration 84Q: 3 clusters Score -1.230144e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -12301462.000000 Penalty: 3740.117432
	Iteration 85Q: 3 clusters Score -1.230146e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -12301442.000000 Penalty: 3740.117432
	Iteration 86Q: 3 clusters Score -1.230144e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -12301460.000000 Penalty: 3740.117432
	Iteration 87Q: 3 clusters Score -1.230146e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -12301461.000000 Penalty: 3740.117432
	Iteration 88Q: 3 clusters Score -1.230146e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -12301446.000000 Penalty: 3740.117432
	Iteration 89Q: 3 clusters Score -1.230145e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -12301446.000000 Penalty: 3740.117432
	Iteration 90Q: 3 clusters Score -1.230145e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -12301419.000000 Penalty: 3740.117432
	Iteration 91Q: 3 clusters Score -1.230142e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -12301411.000000 Penalty: 3740.117432
	Iteration 92Q: 3 clusters Score -1.230141e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -12301422.000000 Penalty: 3740.117432
	Iteration 93Q: 3 clusters Score -1.230142e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -12301432.000000 Penalty: 3740.117432
	Iteration 94Q: 3 clusters Score -1.230143e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -12301424.000000 Penalty: 3740.117432
	Iteration 95Q: 3 clusters Score -1.230142e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -12301420.000000 Penalty: 3740.117432
	Iteration 96Q: 3 clusters Score -1.230142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -12301411.000000 Penalty: 3740.117432
	Iteration 97Q: 3 clusters Score -1.230141e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -12301432.000000 Penalty: 3740.117432
	Iteration 98Q: 3 clusters Score -1.230143e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -12301451.000000 Penalty: 3740.117432
	Iteration 99Q: 3 clusters Score -1.230145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -12301445.000000 Penalty: 3740.117432
	Iteration 100F: 3 clusters Score -1.230144e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -12301484.000000 Penalty: 3740.117432
	Iteration 101Q: 3 clusters Score -1.230148e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -12301504.000000 Penalty: 3740.117432
	Iteration 102Q: 3 clusters Score -1.23015e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -12301505.000000 Penalty: 3740.117432
	Iteration 103Q: 3 clusters Score -1.23015e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -12301512.000000 Penalty: 3740.117432
	Iteration 104Q: 3 clusters Score -1.230151e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -12301509.000000 Penalty: 3740.117432
	Iteration 105Q: 3 clusters Score -1.230151e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -12301515.000000 Penalty: 3740.117432
	Iteration 106Q: 3 clusters Score -1.230152e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -12301542.000000 Penalty: 3740.117432
	Iteration 107Q: 3 clusters Score -1.230154e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -12301544.000000 Penalty: 3740.117432
	Iteration 108Q: 3 clusters Score -1.230154e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -12301557.000000 Penalty: 3740.117432
	Iteration 109Q: 3 clusters Score -1.230156e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -12301577.000000 Penalty: 3740.117432
	Iteration 110Q: 3 clusters Score -1.230158e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -12301571.000000 Penalty: 3740.117432
	Iteration 111Q: 3 clusters Score -1.230157e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -12301539.000000 Penalty: 3740.117432
	Iteration 112Q: 3 clusters Score -1.230154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -12301537.000000 Penalty: 3740.117432
	Iteration 113Q: 3 clusters Score -1.230154e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -12301554.000000 Penalty: 3740.117432
	Iteration 114Q: 3 clusters Score -1.230155e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -12301571.000000 Penalty: 3740.117432
	Iteration 115Q: 3 clusters Score -1.230157e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -12301540.000000 Penalty: 3740.117432
	Iteration 116Q: 3 clusters Score -1.230154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -12301538.000000 Penalty: 3740.117432
	Iteration 117Q: 3 clusters Score -1.230154e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -12301526.000000 Penalty: 3740.117432
	Iteration 118Q: 3 clusters Score -1.230153e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -12301516.000000 Penalty: 3740.117432
	Iteration 119Q: 3 clusters Score -1.230152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -12301527.000000 Penalty: 3740.117432
	Iteration 120F: 3 clusters Score -1.230153e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -12301553.000000 Penalty: 3740.117432
	Iteration 121Q: 3 clusters Score -1.230155e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -12301574.000000 Penalty: 3740.117432
	Iteration 122Q: 3 clusters Score -1.230157e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -12301563.000000 Penalty: 3740.117432
	Iteration 123Q: 3 clusters Score -1.230156e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -12301562.000000 Penalty: 3740.117432
	Iteration 124Q: 3 clusters Score -1.230156e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -12301586.000000 Penalty: 3740.117432
	Iteration 125Q: 3 clusters Score -1.230159e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -12301580.000000 Penalty: 3740.117432
	Iteration 126Q: 3 clusters Score -1.230158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -12301584.000000 Penalty: 3740.117432
	Iteration 127Q: 3 clusters Score -1.230158e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -12301558.000000 Penalty: 3740.117432
	Iteration 128Q: 3 clusters Score -1.230156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -12301572.000000 Penalty: 3740.117432
	Iteration 129Q: 3 clusters Score -1.230157e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -12301574.000000 Penalty: 3740.117432
	Iteration 130Q: 3 clusters Score -1.230157e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -12301580.000000 Penalty: 3740.117432
	Iteration 131Q: 3 clusters Score -1.230158e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -12301574.000000 Penalty: 3740.117432
	Iteration 132Q: 3 clusters Score -1.230157e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -12301600.000000 Penalty: 3740.117432
	Iteration 133Q: 3 clusters Score -1.23016e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86007 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -12301603.000000 Penalty: 3740.117432
	Iteration 134Q: 3 clusters Score -1.23016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -12301586.000000 Penalty: 3740.117432
	Iteration 135Q: 3 clusters Score -1.230159e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -12301589.000000 Penalty: 3740.117432
	Iteration 136Q: 3 clusters Score -1.230159e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -12301572.000000 Penalty: 3740.117432
	Iteration 137Q: 3 clusters Score -1.230157e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -12301573.000000 Penalty: 3740.117432
	Iteration 138Q: 3 clusters Score -1.230157e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -12301594.000000 Penalty: 3740.117432
	Iteration 139Q: 3 clusters Score -1.230159e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -12301617.000000 Penalty: 3740.117432
	Iteration 140F: 3 clusters Score -1.230162e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -12301612.000000 Penalty: 3740.117432
	Iteration 141Q: 3 clusters Score -1.230161e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -12301623.000000 Penalty: 3740.117432
	Iteration 142Q: 3 clusters Score -1.230162e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -12301611.000000 Penalty: 3740.117432
	Iteration 143Q: 3 clusters Score -1.230161e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -12301615.000000 Penalty: 3740.117432
	Iteration 144Q: 3 clusters Score -1.230162e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -12301623.000000 Penalty: 3740.117432
	Iteration 145Q: 3 clusters Score -1.230162e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -12301631.000000 Penalty: 3740.117432
	Iteration 146Q: 3 clusters Score -1.230163e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -12301620.000000 Penalty: 3740.117432
	Iteration 147Q: 3 clusters Score -1.230162e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -12301629.000000 Penalty: 3740.117432
	Iteration 148Q: 3 clusters Score -1.230163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -12301641.000000 Penalty: 3740.117432
	Iteration 149Q: 3 clusters Score -1.230164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -12301652.000000 Penalty: 3740.117432
	Iteration 150Q: 3 clusters Score -1.230165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -12301653.000000 Penalty: 3740.117432
	Iteration 151Q: 3 clusters Score -1.230165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -12301649.000000 Penalty: 3740.117432
	Iteration 152Q: 3 clusters Score -1.230165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -12301645.000000 Penalty: 3740.117432
	Iteration 153Q: 3 clusters Score -1.230164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -12301647.000000 Penalty: 3740.117432
	Iteration 154Q: 3 clusters Score -1.230165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -12301645.000000 Penalty: 3740.117432
	Iteration 155Q: 3 clusters Score -1.230164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -12301635.000000 Penalty: 3740.117432
	Iteration 156Q: 3 clusters Score -1.230164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -12301636.000000 Penalty: 3740.117432
	Iteration 157Q: 3 clusters Score -1.230164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -12301641.000000 Penalty: 3740.117432
	Iteration 158Q: 3 clusters Score -1.230164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -12301643.000000 Penalty: 3740.117432
	Iteration 159Q: 3 clusters Score -1.230164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -12301645.000000 Penalty: 3740.117432
	Iteration 160F: 3 clusters Score -1.230164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -12301650.000000 Penalty: 3740.117432
	Iteration 161Q: 3 clusters Score -1.230165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -12301652.000000 Penalty: 3740.117432
	Iteration 162Q: 3 clusters Score -1.230165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -12301646.000000 Penalty: 3740.117432
	Iteration 163Q: 3 clusters Score -1.230165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -12301647.000000 Penalty: 3740.117432
	Iteration 164Q: 3 clusters Score -1.230165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -12301662.000000 Penalty: 3740.117432
	Iteration 165Q: 3 clusters Score -1.230166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -12301664.000000 Penalty: 3740.117432
	Iteration 166Q: 3 clusters Score -1.230166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -12301666.000000 Penalty: 3740.117432
	Iteration 167Q: 3 clusters Score -1.230167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -12301648.000000 Penalty: 3740.117432
	Iteration 168Q: 3 clusters Score -1.230165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -12301651.000000 Penalty: 3740.117432
	Iteration 169Q: 3 clusters Score -1.230165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -12301647.000000 Penalty: 3740.117432
	Iteration 170Q: 3 clusters Score -1.230165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -12301645.000000 Penalty: 3740.117432
	Iteration 171Q: 3 clusters Score -1.230164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -12301638.000000 Penalty: 3740.117432
	Iteration 172Q: 3 clusters Score -1.230164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -12301635.000000 Penalty: 3740.117432
	Iteration 173Q: 3 clusters Score -1.230164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -12301622.000000 Penalty: 3740.117432
	Iteration 174Q: 3 clusters Score -1.230162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -12301617.000000 Penalty: 3740.117432
	Iteration 175Q: 3 clusters Score -1.230162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -12301628.000000 Penalty: 3740.117432
	Iteration 176Q: 3 clusters Score -1.230163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -12301641.000000 Penalty: 3740.117432
	Iteration 177Q: 3 clusters Score -1.230164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -12301639.000000 Penalty: 3740.117432
	Iteration 178Q: 3 clusters Score -1.230164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -12301657.000000 Penalty: 3740.117432
	Iteration 179Q: 3 clusters Score -1.230166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -12301637.000000 Penalty: 3740.117432
	Iteration 180F: 3 clusters Score -1.230164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -12301651.000000 Penalty: 3740.117432
	Iteration 181Q: 3 clusters Score -1.230165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -12301648.000000 Penalty: 3740.117432
	Iteration 182Q: 3 clusters Score -1.230165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -12301636.000000 Penalty: 3740.117432
	Iteration 183Q: 3 clusters Score -1.230164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -12301621.000000 Penalty: 3740.117432
	Iteration 184Q: 3 clusters Score -1.230162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -12301627.000000 Penalty: 3740.117432
	Iteration 185Q: 3 clusters Score -1.230163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -12301629.000000 Penalty: 3740.117432
	Iteration 186Q: 3 clusters Score -1.230163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -12301631.000000 Penalty: 3740.117432
	Iteration 187Q: 3 clusters Score -1.230163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -12301641.000000 Penalty: 3740.117432
	Iteration 188Q: 3 clusters Score -1.230164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -12301637.000000 Penalty: 3740.117432
	Iteration 189Q: 3 clusters Score -1.230164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -12301630.000000 Penalty: 3740.117432
	Iteration 190Q: 3 clusters Score -1.230163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -12301615.000000 Penalty: 3740.117432
	Iteration 191Q: 3 clusters Score -1.230162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -12301617.000000 Penalty: 3740.117432
	Iteration 192Q: 3 clusters Score -1.230162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -12301623.000000 Penalty: 3740.117432
	Iteration 193Q: 3 clusters Score -1.230162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -12301609.000000 Penalty: 3740.117432
	Iteration 194Q: 3 clusters Score -1.230161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -12301629.000000 Penalty: 3740.117432
	Iteration 195Q: 3 clusters Score -1.230163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -12301624.000000 Penalty: 3740.117432
	Iteration 196Q: 3 clusters Score -1.230162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -12301596.000000 Penalty: 3740.117432
	Iteration 197Q: 3 clusters Score -1.23016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -12301602.000000 Penalty: 3740.117432
	Iteration 198Q: 3 clusters Score -1.23016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -12301611.000000 Penalty: 3740.117432
	Iteration 199Q: 3 clusters Score -1.230161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -12301607.000000 Penalty: 3740.117432
	Iteration 200F: 3 clusters Score -1.230161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -12301609.000000 Penalty: 3740.117432
	Iteration 201Q: 3 clusters Score -1.230161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -12301607.000000 Penalty: 3740.117432
	Iteration 202Q: 3 clusters Score -1.230161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -12301605.000000 Penalty: 3740.117432
	Iteration 203Q: 3 clusters Score -1.23016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -12301596.000000 Penalty: 3740.117432
	Iteration 204Q: 3 clusters Score -1.23016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -12301601.000000 Penalty: 3740.117432
	Iteration 205Q: 3 clusters Score -1.23016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -12301601.000000 Penalty: 3740.117432
	Iteration 206Q: 3 clusters Score -1.23016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -12301602.000000 Penalty: 3740.117432
	Iteration 207Q: 3 clusters Score -1.23016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -12301610.000000 Penalty: 3740.117432
	Iteration 208Q: 3 clusters Score -1.230161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -12301606.000000 Penalty: 3740.117432
	Iteration 209Q: 3 clusters Score -1.230161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -12301606.000000 Penalty: 3740.117432
	Iteration 210Q: 3 clusters Score -1.230161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -12301603.000000 Penalty: 3740.117432
	Iteration 211Q: 3 clusters Score -1.23016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -12301597.000000 Penalty: 3740.117432
	Iteration 212Q: 3 clusters Score -1.23016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -12301600.000000 Penalty: 3740.117432
	Iteration 213Q: 3 clusters Score -1.23016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -12301610.000000 Penalty: 3740.117432
	Iteration 214Q: 3 clusters Score -1.230161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -12301611.000000 Penalty: 3740.117432
	Iteration 215Q: 3 clusters Score -1.230161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -12301620.000000 Penalty: 3740.117432
	Iteration 216Q: 3 clusters Score -1.230162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -12301611.000000 Penalty: 3740.117432
	Iteration 217Q: 3 clusters Score -1.230161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -12301614.000000 Penalty: 3740.117432
	Iteration 218Q: 3 clusters Score -1.230161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -12301615.000000 Penalty: 3740.117432
	Iteration 219Q: 3 clusters Score -1.230162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -12301610.000000 Penalty: 3740.117432
	Iteration 220F: 3 clusters Score -1.230161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -12301607.000000 Penalty: 3740.117432
	Iteration 221Q: 3 clusters Score -1.230161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -12301614.000000 Penalty: 3740.117432
	Iteration 222Q: 3 clusters Score -1.230161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -12301609.000000 Penalty: 3740.117432
	Iteration 223Q: 3 clusters Score -1.230161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -12301612.000000 Penalty: 3740.117432
	Iteration 224Q: 3 clusters Score -1.230161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -12301609.000000 Penalty: 3740.117432
	Iteration 225Q: 3 clusters Score -1.230161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -12301600.000000 Penalty: 3740.117432
	Iteration 226Q: 3 clusters Score -1.23016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -12301601.000000 Penalty: 3740.117432
	Iteration 227Q: 3 clusters Score -1.23016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -12301597.000000 Penalty: 3740.117432
	Iteration 228Q: 3 clusters Score -1.23016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -12301595.000000 Penalty: 3740.117432
	Iteration 229Q: 3 clusters Score -1.23016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -12301594.000000 Penalty: 3740.117432
	Iteration 230Q: 3 clusters Score -1.230159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -12301597.000000 Penalty: 3740.117432
	Iteration 231Q: 3 clusters Score -1.23016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -12301598.000000 Penalty: 3740.117432
	Iteration 232Q: 3 clusters Score -1.23016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -12301603.000000 Penalty: 3740.117432
	Iteration 233Q: 3 clusters Score -1.23016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88161 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -12301618.000000 Penalty: 3740.117432
	Iteration 234Q: 3 clusters Score -1.230162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -12301615.000000 Penalty: 3740.117432
	Iteration 235Q: 3 clusters Score -1.230162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -12301624.000000 Penalty: 3740.117432
	Iteration 236Q: 3 clusters Score -1.230162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -12301610.000000 Penalty: 3740.117432
	Iteration 237Q: 3 clusters Score -1.230161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -12301614.000000 Penalty: 3740.117432
	Iteration 238Q: 3 clusters Score -1.230161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -12301610.000000 Penalty: 3740.117432
	Iteration 239Q: 3 clusters Score -1.230161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -12301607.000000 Penalty: 3740.117432
	Iteration 240F: 3 clusters Score -1.230161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -12301608.000000 Penalty: 3740.117432
	Iteration 241Q: 3 clusters Score -1.230161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -12301604.000000 Penalty: 3740.117432
	Iteration 242Q: 3 clusters Score -1.23016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -12301607.000000 Penalty: 3740.117432
	Iteration 243Q: 3 clusters Score -1.230161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -12301606.000000 Penalty: 3740.117432
	Iteration 244Q: 3 clusters Score -1.230161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -12301611.000000 Penalty: 3740.117432
	Iteration 245Q: 3 clusters Score -1.230161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -12301616.000000 Penalty: 3740.117432
	Iteration 246Q: 3 clusters Score -1.230162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -12301614.000000 Penalty: 3740.117432
	Iteration 247Q: 3 clusters Score -1.230161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -12301625.000000 Penalty: 3740.117432
	Iteration 248Q: 3 clusters Score -1.230162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -12301620.000000 Penalty: 3740.117432
	Iteration 249Q: 3 clusters Score -1.230162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -12301624.000000 Penalty: 3740.117432
	Iteration 250Q: 3 clusters Score -1.230162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -12301621.000000 Penalty: 3740.117432
	Iteration 251Q: 3 clusters Score -1.230162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -12301621.000000 Penalty: 3740.117432
	Iteration 252F: 3 clusters Score -1.230162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Entering Unmasked Estep 
Score: -5612872.500000 Penalty: 1743.608398
	Iteration 0F: 2 clusters Score -5612872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5582105.500000 Penalty: 3487.216797
	Iteration 0F: 3 clusters Score -5582106 nChanged 21516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -5594096.500000 Penalty: 3487.216797
	Iteration 1F: 3 clusters Score -5594096 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5594573.500000 Penalty: 3487.216797
	Iteration 2Q: 3 clusters Score -5594574 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -5595088.500000 Penalty: 3487.216797
	Iteration 3Q: 3 clusters Score -5595088 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5595709.500000 Penalty: 3487.216797
	Iteration 4Q: 3 clusters Score -5595710 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5596358.500000 Penalty: 3487.216797
	Iteration 5Q: 3 clusters Score -5596358 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5597197.500000 Penalty: 3487.216797
	Iteration 6Q: 3 clusters Score -5597198 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5598350.500000 Penalty: 3487.216797
	Iteration 7F: 3 clusters Score -5598350 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -5599809.500000 Penalty: 3487.216797
	Iteration 8F: 3 clusters Score -5599810 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -5601592.000000 Penalty: 3487.216797
	Iteration 9F: 3 clusters Score -5601592 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -5603770.500000 Penalty: 3487.216797
	Iteration 10F: 3 clusters Score -5603770 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -5606080.000000 Penalty: 3487.216797
	Iteration 11F: 3 clusters Score -5606080 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5608152.500000 Penalty: 3487.216797
	Iteration 12F: 3 clusters Score -5608152 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5609742.500000 Penalty: 3487.216797
	Iteration 13Q: 3 clusters Score -5609742 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5610600.000000 Penalty: 3487.216797
	Iteration 14Q: 3 clusters Score -5610600 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5611036.000000 Penalty: 3487.216797
	Iteration 15Q: 3 clusters Score -5611036 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5611255.000000 Penalty: 3487.216797
	Iteration 16Q: 3 clusters Score -5611255 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5611379.000000 Penalty: 3487.216797
	Iteration 17Q: 3 clusters Score -5611379 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5611461.000000 Penalty: 3487.216797
	Iteration 18Q: 3 clusters Score -5611461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5611517.500000 Penalty: 3487.216797
	Iteration 19Q: 3 clusters Score -5611518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5611548.000000 Penalty: 3487.216797
	Iteration 20F: 3 clusters Score -5611548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5611575.500000 Penalty: 3487.216797
	Iteration 21Q: 3 clusters Score -5611576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5611590.000000 Penalty: 3487.216797
	Iteration 22Q: 3 clusters Score -5611590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5611598.500000 Penalty: 3487.216797
	Iteration 23Q: 3 clusters Score -5611598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5611595.000000 Penalty: 3487.216797
	Iteration 24Q: 3 clusters Score -5611595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5611597.500000 Penalty: 3487.216797
	Iteration 25Q: 3 clusters Score -5611598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5611601.000000 Penalty: 3487.216797
	Iteration 26Q: 3 clusters Score -5611601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5611602.000000 Penalty: 3487.216797
	Iteration 27Q: 3 clusters Score -5611602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5611606.000000 Penalty: 3487.216797
	Iteration 28Q: 3 clusters Score -5611606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5611612.500000 Penalty: 3487.216797
	Iteration 29Q: 3 clusters Score -5611612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5611618.000000 Penalty: 3487.216797
	Iteration 30Q: 3 clusters Score -5611618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5611616.000000 Penalty: 3487.216797
	Iteration 31Q: 3 clusters Score -5611616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5611612.000000 Penalty: 3487.216797
	Iteration 32Q: 3 clusters Score -5611612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5611621.000000 Penalty: 3487.216797
	Iteration 33Q: 3 clusters Score -5611621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5611623.500000 Penalty: 3487.216797
	Iteration 34Q: 3 clusters Score -5611624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5611623.500000 Penalty: 3487.216797
	Iteration 35F: 3 clusters Score -5611624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -90769.710938 Penalty: 1102.474243
	Iteration 0F: 2 clusters Score -90769.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89504.210938 Penalty: 2204.948486
	Iteration 0F: 3 clusters Score -89504.21 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90265.671875 Penalty: 2204.948486
	Iteration 1F: 3 clusters Score -90265.67 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90945.015625 Penalty: 2204.948486
	Iteration 2F: 3 clusters Score -90945.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91391.000000 Penalty: 2204.948486
	Iteration 3F: 3 clusters Score -91391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91894.195312 Penalty: 2204.948486
	Iteration 4F: 3 clusters Score -91894.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92198.234375 Penalty: 2204.948486
	Iteration 5Q: 3 clusters Score -92198.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92305.132812 Penalty: 2204.948486
	Iteration 6Q: 3 clusters Score -92305.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92316.156250 Penalty: 2204.948486
	Iteration 7Q: 3 clusters Score -92316.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92325.109375 Penalty: 2204.948486
	Iteration 8Q: 3 clusters Score -92325.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92328.781250 Penalty: 2204.948486
	Iteration 9Q: 3 clusters Score -92328.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92330.218750 Penalty: 2204.948486
	Iteration 10Q: 3 clusters Score -92330.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92330.218750 Penalty: 2204.948486
	Iteration 11F: 3 clusters Score -92330.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98945 members 
Mstep: Class 34 contains 378 members 
Entering Unmasked Estep 
Score: -141724176.000000 Penalty: 77134.625000
Splitting cluster 11 changes total score from -141723648.000000 to -141724176.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 12 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -665910.812500 Penalty: 1402.546875
	Iteration 0F: 2 clusters Score -665910.8 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 2867 members 
Entering Unmasked Estep 
Score: -661574.000000 Penalty: 2805.093750
	Iteration 0F: 3 clusters Score -661574 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -662807.812500 Penalty: 2805.093750
	Iteration 1F: 3 clusters Score -662807.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -662968.625000 Penalty: 2805.093750
	Iteration 2F: 3 clusters Score -662968.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -663078.250000 Penalty: 2805.093750
	Iteration 3Q: 3 clusters Score -663078.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -663189.500000 Penalty: 2805.093750
	Iteration 4Q: 3 clusters Score -663189.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -663293.187500 Penalty: 2805.093750
	Iteration 5Q: 3 clusters Score -663293.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -663409.375000 Penalty: 2805.093750
	Iteration 6Q: 3 clusters Score -663409.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -663533.125000 Penalty: 2805.093750
	Iteration 7Q: 3 clusters Score -663533.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -663661.687500 Penalty: 2805.093750
	Iteration 8Q: 3 clusters Score -663661.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -663772.625000 Penalty: 2805.093750
	Iteration 9Q: 3 clusters Score -663772.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -663880.562500 Penalty: 2805.093750
	Iteration 10Q: 3 clusters Score -663880.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -663982.937500 Penalty: 2805.093750
	Iteration 11Q: 3 clusters Score -663982.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -664078.750000 Penalty: 2805.093750
	Iteration 12Q: 3 clusters Score -664078.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -664162.187500 Penalty: 2805.093750
	Iteration 13Q: 3 clusters Score -664162.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -664240.687500 Penalty: 2805.093750
	Iteration 14Q: 3 clusters Score -664240.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -664306.562500 Penalty: 2805.093750
	Iteration 15Q: 3 clusters Score -664306.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -664374.687500 Penalty: 2805.093750
	Iteration 16Q: 3 clusters Score -664374.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -664439.812500 Penalty: 2805.093750
	Iteration 17Q: 3 clusters Score -664439.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -664502.625000 Penalty: 2805.093750
	Iteration 18Q: 3 clusters Score -664502.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -664554.687500 Penalty: 2805.093750
	Iteration 19Q: 3 clusters Score -664554.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -664598.812500 Penalty: 2805.093750
	Iteration 20F: 3 clusters Score -664598.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -664641.187500 Penalty: 2805.093750
	Iteration 21Q: 3 clusters Score -664641.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -664682.500000 Penalty: 2805.093750
	Iteration 22Q: 3 clusters Score -664682.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -664720.187500 Penalty: 2805.093750
	Iteration 23Q: 3 clusters Score -664720.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -664759.500000 Penalty: 2805.093750
	Iteration 24Q: 3 clusters Score -664759.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -664795.062500 Penalty: 2805.093750
	Iteration 25Q: 3 clusters Score -664795.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -664826.062500 Penalty: 2805.093750
	Iteration 26Q: 3 clusters Score -664826.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -664847.000000 Penalty: 2805.093750
	Iteration 27Q: 3 clusters Score -664847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -664866.187500 Penalty: 2805.093750
	Iteration 28Q: 3 clusters Score -664866.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -664881.687500 Penalty: 2805.093750
	Iteration 29Q: 3 clusters Score -664881.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -664897.312500 Penalty: 2805.093750
	Iteration 30Q: 3 clusters Score -664897.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -664903.250000 Penalty: 2805.093750
	Iteration 31Q: 3 clusters Score -664903.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -664908.562500 Penalty: 2805.093750
	Iteration 32Q: 3 clusters Score -664908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -664910.750000 Penalty: 2805.093750
	Iteration 33Q: 3 clusters Score -664910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -664915.000000 Penalty: 2805.093750
	Iteration 34Q: 3 clusters Score -664915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -664921.062500 Penalty: 2805.093750
	Iteration 35Q: 3 clusters Score -664921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -664923.500000 Penalty: 2805.093750
	Iteration 36Q: 3 clusters Score -664923.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -664928.875000 Penalty: 2805.093750
	Iteration 37Q: 3 clusters Score -664928.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -664935.125000 Penalty: 2805.093750
	Iteration 38Q: 3 clusters Score -664935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -664939.750000 Penalty: 2805.093750
	Iteration 39Q: 3 clusters Score -664939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -664941.312500 Penalty: 2805.093750
	Iteration 40F: 3 clusters Score -664941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -664942.687500 Penalty: 2805.093750
	Iteration 41Q: 3 clusters Score -664942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -664942.437500 Penalty: 2805.093750
	Iteration 42Q: 3 clusters Score -664942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -664941.687500 Penalty: 2805.093750
	Iteration 43Q: 3 clusters Score -664941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -664941.687500 Penalty: 2805.093750
	Iteration 44F: 3 clusters Score -664941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -193775.468750 Penalty: 1218.386230
	Iteration 0F: 2 clusters Score -193775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -191908.484375 Penalty: 2436.772461
	Iteration 0F: 3 clusters Score -191908.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -192724.390625 Penalty: 2436.772461
	Iteration 1F: 3 clusters Score -192724.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -193048.453125 Penalty: 2436.772461
	Iteration 2F: 3 clusters Score -193048.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -193253.640625 Penalty: 2436.772461
	Iteration 3F: 3 clusters Score -193253.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -193410.390625 Penalty: 2436.772461
	Iteration 4F: 3 clusters Score -193410.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -193544.890625 Penalty: 2436.772461
	Iteration 5F: 3 clusters Score -193544.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -193634.078125 Penalty: 2436.772461
	Iteration 6Q: 3 clusters Score -193634.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -193696.234375 Penalty: 2436.772461
	Iteration 7Q: 3 clusters Score -193696.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -193745.750000 Penalty: 2436.772461
	Iteration 8Q: 3 clusters Score -193745.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -193789.562500 Penalty: 2436.772461
	Iteration 9Q: 3 clusters Score -193789.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -193811.953125 Penalty: 2436.772461
	Iteration 10Q: 3 clusters Score -193812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193824.078125 Penalty: 2436.772461
	Iteration 11Q: 3 clusters Score -193824.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -193830.453125 Penalty: 2436.772461
	Iteration 12Q: 3 clusters Score -193830.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -193837.765625 Penalty: 2436.772461
	Iteration 13Q: 3 clusters Score -193837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -193840.781250 Penalty: 2436.772461
	Iteration 14Q: 3 clusters Score -193840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -193841.812500 Penalty: 2436.772461
	Iteration 15Q: 3 clusters Score -193841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -193842.578125 Penalty: 2436.772461
	Iteration 16Q: 3 clusters Score -193842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -193843.562500 Penalty: 2436.772461
	Iteration 17Q: 3 clusters Score -193843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193846.296875 Penalty: 2436.772461
	Iteration 18Q: 3 clusters Score -193846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193847.093750 Penalty: 2436.772461
	Iteration 19Q: 3 clusters Score -193847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -193847.125000 Penalty: 2436.772461
	Iteration 20F: 3 clusters Score -193847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -193847.453125 Penalty: 2436.772461
	Iteration 21Q: 3 clusters Score -193847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193847.453125 Penalty: 2436.772461
	Iteration 22Q: 3 clusters Score -193847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193847.453125 Penalty: 2436.772461
	Iteration 23F: 3 clusters Score -193847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98945 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 1143 members 
Entering Unmasked Estep 
Score: -141723120.000000 Penalty: 79403.289062
Splitting cluster 13 changes total score from -141723648.000000 to -141723120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (95368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95368 members 
Entering Unmasked Estep 
Score: -12014094.000000 Penalty: 1863.143433
	Iteration 0F: 2 clusters Score -1.201409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -11950698.000000 Penalty: 3726.286865
	Iteration 0F: 3 clusters Score -1.19507e+07 nChanged 45574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -11977446.000000 Penalty: 3726.286865
	Iteration 1F: 3 clusters Score -1.197745e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -11978937.000000 Penalty: 3726.286865
	Iteration 2Q: 3 clusters Score -1.197894e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -11980975.000000 Penalty: 3726.286865
	Iteration 3F: 3 clusters Score -1.198098e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -11984350.000000 Penalty: 3726.286865
	Iteration 4F: 3 clusters Score -1.198435e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -11989283.000000 Penalty: 3726.286865
	Iteration 5F: 3 clusters Score -1.198928e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -11995258.000000 Penalty: 3726.286865
	Iteration 6F: 3 clusters Score -1.199526e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -12000908.000000 Penalty: 3726.286865
	Iteration 7F: 3 clusters Score -1.200091e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -12005941.000000 Penalty: 3726.286865
	Iteration 8F: 3 clusters Score -1.200594e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -12009081.000000 Penalty: 3726.286865
	Iteration 9Q: 3 clusters Score -1.200908e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -12010878.000000 Penalty: 3726.286865
	Iteration 10Q: 3 clusters Score -1.201088e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -12011792.000000 Penalty: 3726.286865
	Iteration 11Q: 3 clusters Score -1.201179e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 94219 members 
Entering Unmasked Estep 
Score: -12012176.000000 Penalty: 3726.286865
	Iteration 12Q: 3 clusters Score -1.201218e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -12012339.000000 Penalty: 3726.286865
	Iteration 13Q: 3 clusters Score -1.201234e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -12012459.000000 Penalty: 3726.286865
	Iteration 14Q: 3 clusters Score -1.201246e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -12012479.000000 Penalty: 3726.286865
	Iteration 15Q: 3 clusters Score -1.201248e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -12012521.000000 Penalty: 3726.286865
	Iteration 16Q: 3 clusters Score -1.201252e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 94778 members 
Entering Unmasked Estep 
Score: -12012541.000000 Penalty: 3726.286865
	Iteration 17Q: 3 clusters Score -1.201254e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -12012550.000000 Penalty: 3726.286865
	Iteration 18Q: 3 clusters Score -1.201255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -12012556.000000 Penalty: 3726.286865
	Iteration 19Q: 3 clusters Score -1.201256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -12012589.000000 Penalty: 3726.286865
	Iteration 20F: 3 clusters Score -1.201259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -12012595.000000 Penalty: 3726.286865
	Iteration 21Q: 3 clusters Score -1.20126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -12012607.000000 Penalty: 3726.286865
	Iteration 22Q: 3 clusters Score -1.201261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -12012623.000000 Penalty: 3726.286865
	Iteration 23Q: 3 clusters Score -1.201262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -12012628.000000 Penalty: 3726.286865
	Iteration 24Q: 3 clusters Score -1.201263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -12012645.000000 Penalty: 3726.286865
	Iteration 25Q: 3 clusters Score -1.201264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -12012650.000000 Penalty: 3726.286865
	Iteration 26Q: 3 clusters Score -1.201265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -12012647.000000 Penalty: 3726.286865
	Iteration 27Q: 3 clusters Score -1.201265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -12012635.000000 Penalty: 3726.286865
	Iteration 28Q: 3 clusters Score -1.201264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -12012639.000000 Penalty: 3726.286865
	Iteration 29Q: 3 clusters Score -1.201264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -12012647.000000 Penalty: 3726.286865
	Iteration 30Q: 3 clusters Score -1.201265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -12012651.000000 Penalty: 3726.286865
	Iteration 31Q: 3 clusters Score -1.201265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -12012660.000000 Penalty: 3726.286865
	Iteration 32Q: 3 clusters Score -1.201266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -12012655.000000 Penalty: 3726.286865
	Iteration 33Q: 3 clusters Score -1.201266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -12012656.000000 Penalty: 3726.286865
	Iteration 34Q: 3 clusters Score -1.201266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -12012659.000000 Penalty: 3726.286865
	Iteration 35Q: 3 clusters Score -1.201266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -12012661.000000 Penalty: 3726.286865
	Iteration 36Q: 3 clusters Score -1.201266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -12012655.000000 Penalty: 3726.286865
	Iteration 37Q: 3 clusters Score -1.201266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -12012652.000000 Penalty: 3726.286865
	Iteration 38Q: 3 clusters Score -1.201265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -12012652.000000 Penalty: 3726.286865
	Iteration 39F: 3 clusters Score -1.201265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Entering Unmasked Estep 
Score: -15662486.000000 Penalty: 1905.203247
	Iteration 0F: 2 clusters Score -1.566249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -15587798.000000 Penalty: 3810.406494
	Iteration 0F: 3 clusters Score -1.55878e+07 nChanged 59265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -15622340.000000 Penalty: 3810.406494
	Iteration 1F: 3 clusters Score -1.562234e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -15623052.000000 Penalty: 3810.406494
	Iteration 2Q: 3 clusters Score -1.562305e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -15623782.000000 Penalty: 3810.406494
	Iteration 3Q: 3 clusters Score -1.562378e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -15624900.000000 Penalty: 3810.406494
	Iteration 4Q: 3 clusters Score -1.56249e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -15626700.000000 Penalty: 3810.406494
	Iteration 5Q: 3 clusters Score -1.56267e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -15629979.000000 Penalty: 3810.406494
	Iteration 6F: 3 clusters Score -1.562998e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -15636010.000000 Penalty: 3810.406494
	Iteration 7F: 3 clusters Score -1.563601e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -15645444.000000 Penalty: 3810.406494
	Iteration 8F: 3 clusters Score -1.564544e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -15654527.000000 Penalty: 3810.406494
	Iteration 9F: 3 clusters Score -1.565453e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -15660018.000000 Penalty: 3810.406494
	Iteration 10F: 3 clusters Score -1.566002e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 121609 members 
Entering Unmasked Estep 
Score: -15660835.000000 Penalty: 3810.406494
	Iteration 11Q: 3 clusters Score -1.566084e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -15660898.000000 Penalty: 3810.406494
	Iteration 12Q: 3 clusters Score -1.56609e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -15660895.000000 Penalty: 3810.406494
	Iteration 13Q: 3 clusters Score -1.56609e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 123278 members 
Entering Unmasked Estep 
Score: -15660928.000000 Penalty: 3810.406494
	Iteration 14Q: 3 clusters Score -1.566093e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 123317 members 
Entering Unmasked Estep 
Score: -15660969.000000 Penalty: 3810.406494
	Iteration 15Q: 3 clusters Score -1.566097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -15660982.000000 Penalty: 3810.406494
	Iteration 16Q: 3 clusters Score -1.566098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 123339 members 
Entering Unmasked Estep 
Score: -15660976.000000 Penalty: 3810.406494
	Iteration 17Q: 3 clusters Score -1.566098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -15660979.000000 Penalty: 3810.406494
	Iteration 18Q: 3 clusters Score -1.566098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -15660975.000000 Penalty: 3810.406494
	Iteration 19Q: 3 clusters Score -1.566098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -15660978.000000 Penalty: 3810.406494
	Iteration 20F: 3 clusters Score -1.566098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -15660980.000000 Penalty: 3810.406494
	Iteration 21Q: 3 clusters Score -1.566098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -15660979.000000 Penalty: 3810.406494
	Iteration 22Q: 3 clusters Score -1.566098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 123348 members 
Entering Unmasked Estep 
Score: -15660973.000000 Penalty: 3810.406494
	Iteration 23Q: 3 clusters Score -1.566097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 123348 members 
Entering Unmasked Estep 
Score: -15660968.000000 Penalty: 3810.406494
	Iteration 24Q: 3 clusters Score -1.566097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -15660975.000000 Penalty: 3810.406494
	Iteration 25Q: 3 clusters Score -1.566098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -15660987.000000 Penalty: 3810.406494
	Iteration 26Q: 3 clusters Score -1.566099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 123356 members 
Entering Unmasked Estep 
Score: -15660985.000000 Penalty: 3810.406494
	Iteration 27Q: 3 clusters Score -1.566098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -15660986.000000 Penalty: 3810.406494
	Iteration 28Q: 3 clusters Score -1.566099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -15660993.000000 Penalty: 3810.406494
	Iteration 29Q: 3 clusters Score -1.566099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -15660993.000000 Penalty: 3810.406494
	Iteration 30F: 3 clusters Score -1.566099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Entering Unmasked Estep 
Score: -3997629.000000 Penalty: 1683.035156
	Iteration 0F: 2 clusters Score -3997629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3976430.250000 Penalty: 3366.070312
	Iteration 0F: 3 clusters Score -3976430 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3984482.000000 Penalty: 3366.070312
	Iteration 1F: 3 clusters Score -3984482 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3984833.500000 Penalty: 3366.070312
	Iteration 2Q: 3 clusters Score -3984834 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3985184.000000 Penalty: 3366.070312
	Iteration 3Q: 3 clusters Score -3985184 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3985567.750000 Penalty: 3366.070312
	Iteration 4Q: 3 clusters Score -3985568 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3986003.750000 Penalty: 3366.070312
	Iteration 5Q: 3 clusters Score -3986004 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3986568.000000 Penalty: 3366.070312
	Iteration 6Q: 3 clusters Score -3986568 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3987374.250000 Penalty: 3366.070312
	Iteration 7Q: 3 clusters Score -3987374 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3988360.500000 Penalty: 3366.070312
	Iteration 8F: 3 clusters Score -3988360 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3989526.250000 Penalty: 3366.070312
	Iteration 9F: 3 clusters Score -3989526 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3990664.250000 Penalty: 3366.070312
	Iteration 10F: 3 clusters Score -3990664 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3991692.750000 Penalty: 3366.070312
	Iteration 11Q: 3 clusters Score -3991693 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3992446.250000 Penalty: 3366.070312
	Iteration 12Q: 3 clusters Score -3992446 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3993033.750000 Penalty: 3366.070312
	Iteration 13Q: 3 clusters Score -3993034 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3993476.250000 Penalty: 3366.070312
	Iteration 14Q: 3 clusters Score -3993476 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3993884.750000 Penalty: 3366.070312
	Iteration 15Q: 3 clusters Score -3993885 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3994259.000000 Penalty: 3366.070312
	Iteration 16Q: 3 clusters Score -3994259 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3994585.000000 Penalty: 3366.070312
	Iteration 17Q: 3 clusters Score -3994585 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3994869.500000 Penalty: 3366.070312
	Iteration 18Q: 3 clusters Score -3994870 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3995129.750000 Penalty: 3366.070312
	Iteration 19Q: 3 clusters Score -3995130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3995318.750000 Penalty: 3366.070312
	Iteration 20F: 3 clusters Score -3995319 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3995469.250000 Penalty: 3366.070312
	Iteration 21Q: 3 clusters Score -3995469 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3995598.250000 Penalty: 3366.070312
	Iteration 22Q: 3 clusters Score -3995598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3995689.500000 Penalty: 3366.070312
	Iteration 23Q: 3 clusters Score -3995690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3995755.500000 Penalty: 3366.070312
	Iteration 24Q: 3 clusters Score -3995756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3995799.750000 Penalty: 3366.070312
	Iteration 25Q: 3 clusters Score -3995800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3995832.500000 Penalty: 3366.070312
	Iteration 26Q: 3 clusters Score -3995832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3995875.500000 Penalty: 3366.070312
	Iteration 27Q: 3 clusters Score -3995876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3995902.000000 Penalty: 3366.070312
	Iteration 28Q: 3 clusters Score -3995902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3995945.000000 Penalty: 3366.070312
	Iteration 29Q: 3 clusters Score -3995945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -3995966.500000 Penalty: 3366.070312
	Iteration 30Q: 3 clusters Score -3995966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3995995.000000 Penalty: 3366.070312
	Iteration 31Q: 3 clusters Score -3995995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3996028.250000 Penalty: 3366.070312
	Iteration 32Q: 3 clusters Score -3996028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3996031.000000 Penalty: 3366.070312
	Iteration 33Q: 3 clusters Score -3996031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3996038.500000 Penalty: 3366.070312
	Iteration 34Q: 3 clusters Score -3996038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3996041.500000 Penalty: 3366.070312
	Iteration 35Q: 3 clusters Score -3996042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3996043.500000 Penalty: 3366.070312
	Iteration 36Q: 3 clusters Score -3996044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3996044.750000 Penalty: 3366.070312
	Iteration 37Q: 3 clusters Score -3996045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3996052.750000 Penalty: 3366.070312
	Iteration 38Q: 3 clusters Score -3996053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3996054.250000 Penalty: 3366.070312
	Iteration 39Q: 3 clusters Score -3996054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3996050.000000 Penalty: 3366.070312
	Iteration 40F: 3 clusters Score -3996050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3996050.750000 Penalty: 3366.070312
	Iteration 41Q: 3 clusters Score -3996051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3996059.250000 Penalty: 3366.070312
	Iteration 42Q: 3 clusters Score -3996059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -3996057.750000 Penalty: 3366.070312
	Iteration 43Q: 3 clusters Score -3996058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3996070.000000 Penalty: 3366.070312
	Iteration 44Q: 3 clusters Score -3996070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3996078.500000 Penalty: 3366.070312
	Iteration 45Q: 3 clusters Score -3996078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3996079.750000 Penalty: 3366.070312
	Iteration 46Q: 3 clusters Score -3996080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3996077.000000 Penalty: 3366.070312
	Iteration 47Q: 3 clusters Score -3996077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3996085.000000 Penalty: 3366.070312
	Iteration 48Q: 3 clusters Score -3996085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3996089.750000 Penalty: 3366.070312
	Iteration 49Q: 3 clusters Score -3996090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3996096.500000 Penalty: 3366.070312
	Iteration 50Q: 3 clusters Score -3996096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3996098.250000 Penalty: 3366.070312
	Iteration 51Q: 3 clusters Score -3996098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3996100.500000 Penalty: 3366.070312
	Iteration 52Q: 3 clusters Score -3996100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3996103.500000 Penalty: 3366.070312
	Iteration 53Q: 3 clusters Score -3996104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3996100.500000 Penalty: 3366.070312
	Iteration 54Q: 3 clusters Score -3996100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3996102.250000 Penalty: 3366.070312
	Iteration 55Q: 3 clusters Score -3996102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3996107.750000 Penalty: 3366.070312
	Iteration 56Q: 3 clusters Score -3996108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3996103.750000 Penalty: 3366.070312
	Iteration 57Q: 3 clusters Score -3996104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3996109.500000 Penalty: 3366.070312
	Iteration 58Q: 3 clusters Score -3996110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3996115.500000 Penalty: 3366.070312
	Iteration 59Q: 3 clusters Score -3996116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3996120.000000 Penalty: 3366.070312
	Iteration 60F: 3 clusters Score -3996120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3996126.250000 Penalty: 3366.070312
	Iteration 61Q: 3 clusters Score -3996126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3996134.500000 Penalty: 3366.070312
	Iteration 62Q: 3 clusters Score -3996134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3996134.000000 Penalty: 3366.070312
	Iteration 63Q: 3 clusters Score -3996134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -3996143.750000 Penalty: 3366.070312
	Iteration 64Q: 3 clusters Score -3996144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -3996152.750000 Penalty: 3366.070312
	Iteration 65Q: 3 clusters Score -3996153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3996158.750000 Penalty: 3366.070312
	Iteration 66Q: 3 clusters Score -3996159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3996169.500000 Penalty: 3366.070312
	Iteration 67Q: 3 clusters Score -3996170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3996183.750000 Penalty: 3366.070312
	Iteration 68Q: 3 clusters Score -3996184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3996196.250000 Penalty: 3366.070312
	Iteration 69Q: 3 clusters Score -3996196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3996205.000000 Penalty: 3366.070312
	Iteration 70Q: 3 clusters Score -3996205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3996210.000000 Penalty: 3366.070312
	Iteration 71Q: 3 clusters Score -3996210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3996220.500000 Penalty: 3366.070312
	Iteration 72Q: 3 clusters Score -3996220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3996221.000000 Penalty: 3366.070312
	Iteration 73Q: 3 clusters Score -3996221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3996224.250000 Penalty: 3366.070312
	Iteration 74Q: 3 clusters Score -3996224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3996218.500000 Penalty: 3366.070312
	Iteration 75Q: 3 clusters Score -3996218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3996222.750000 Penalty: 3366.070312
	Iteration 76Q: 3 clusters Score -3996223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3996221.250000 Penalty: 3366.070312
	Iteration 77Q: 3 clusters Score -3996221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3996220.000000 Penalty: 3366.070312
	Iteration 78Q: 3 clusters Score -3996220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3996220.000000 Penalty: 3366.070312
	Iteration 79F: 3 clusters Score -3996220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -46707.914062 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -46707.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45780.355469 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -45780.36 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46376.199219 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -46376.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46638.070312 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -46638.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46889.152344 Penalty: 2074.090088
	Iteration 3F: 3 clusters Score -46889.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47073.789062 Penalty: 2074.090088
	Iteration 4F: 3 clusters Score -47073.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47131.261719 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -47131.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47143.066406 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -47143.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47155.730469 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -47155.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47164.613281 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -47164.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47168.988281 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -47168.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47176.230469 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -47176.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47185.378906 Penalty: 2074.090088
	Iteration 11Q: 3 clusters Score -47185.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47187.453125 Penalty: 2074.090088
	Iteration 12Q: 3 clusters Score -47187.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47200.242188 Penalty: 2074.090088
	Iteration 13Q: 3 clusters Score -47200.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47221.656250 Penalty: 2074.090088
	Iteration 14Q: 3 clusters Score -47221.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47241.746094 Penalty: 2074.090088
	Iteration 15Q: 3 clusters Score -47241.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47247.148438 Penalty: 2074.090088
	Iteration 16Q: 3 clusters Score -47247.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47252.660156 Penalty: 2074.090088
	Iteration 17Q: 3 clusters Score -47252.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47264.019531 Penalty: 2074.090088
	Iteration 18Q: 3 clusters Score -47264.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47264.019531 Penalty: 2074.090088
	Iteration 19F: 3 clusters Score -47264.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98945 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 379 members 
Entering Unmasked Estep 
Score: -141723568.000000 Penalty: 79403.289062
Splitting cluster 17 changes total score from -141723648.000000 to -141723568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (15891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Entering Unmasked Estep 
Score: -1959786.125000 Penalty: 1571.945190
	Iteration 0F: 2 clusters Score -1959786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1948805.625000 Penalty: 3143.890381
	Iteration 0F: 3 clusters Score -1948806 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1952798.375000 Penalty: 3143.890381
	Iteration 1F: 3 clusters Score -1952798 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1953407.125000 Penalty: 3143.890381
	Iteration 2F: 3 clusters Score -1953407 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1954125.625000 Penalty: 3143.890381
	Iteration 3F: 3 clusters Score -1954126 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1954920.500000 Penalty: 3143.890381
	Iteration 4F: 3 clusters Score -1954920 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1955700.000000 Penalty: 3143.890381
	Iteration 5F: 3 clusters Score -1955700 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1956419.875000 Penalty: 3143.890381
	Iteration 6F: 3 clusters Score -1956420 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1956996.375000 Penalty: 3143.890381
	Iteration 7F: 3 clusters Score -1956996 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1957406.000000 Penalty: 3143.890381
	Iteration 8Q: 3 clusters Score -1957406 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1957626.375000 Penalty: 3143.890381
	Iteration 9Q: 3 clusters Score -1957626 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1957767.750000 Penalty: 3143.890381
	Iteration 10Q: 3 clusters Score -1957768 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1957889.250000 Penalty: 3143.890381
	Iteration 11Q: 3 clusters Score -1957889 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1957977.125000 Penalty: 3143.890381
	Iteration 12Q: 3 clusters Score -1957977 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1958039.750000 Penalty: 3143.890381
	Iteration 13Q: 3 clusters Score -1958040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1958086.125000 Penalty: 3143.890381
	Iteration 14Q: 3 clusters Score -1958086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1958114.750000 Penalty: 3143.890381
	Iteration 15Q: 3 clusters Score -1958115 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1958133.500000 Penalty: 3143.890381
	Iteration 16Q: 3 clusters Score -1958134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1958152.625000 Penalty: 3143.890381
	Iteration 17Q: 3 clusters Score -1958153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1958165.625000 Penalty: 3143.890381
	Iteration 18Q: 3 clusters Score -1958166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1958176.875000 Penalty: 3143.890381
	Iteration 19Q: 3 clusters Score -1958177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1958187.875000 Penalty: 3143.890381
	Iteration 20F: 3 clusters Score -1958188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1958202.125000 Penalty: 3143.890381
	Iteration 21Q: 3 clusters Score -1958202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1958202.500000 Penalty: 3143.890381
	Iteration 22Q: 3 clusters Score -1958202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1958209.125000 Penalty: 3143.890381
	Iteration 23Q: 3 clusters Score -1958209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1958214.625000 Penalty: 3143.890381
	Iteration 24Q: 3 clusters Score -1958215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1958225.625000 Penalty: 3143.890381
	Iteration 25Q: 3 clusters Score -1958226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1958225.000000 Penalty: 3143.890381
	Iteration 26Q: 3 clusters Score -1958225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1958227.000000 Penalty: 3143.890381
	Iteration 27Q: 3 clusters Score -1958227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1958231.750000 Penalty: 3143.890381
	Iteration 28Q: 3 clusters Score -1958232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1958230.500000 Penalty: 3143.890381
	Iteration 29Q: 3 clusters Score -1958230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1958231.625000 Penalty: 3143.890381
	Iteration 30Q: 3 clusters Score -1958232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1958234.500000 Penalty: 3143.890381
	Iteration 31Q: 3 clusters Score -1958234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1958235.500000 Penalty: 3143.890381
	Iteration 32Q: 3 clusters Score -1958236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1958240.250000 Penalty: 3143.890381
	Iteration 33Q: 3 clusters Score -1958240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1958244.250000 Penalty: 3143.890381
	Iteration 34Q: 3 clusters Score -1958244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1958246.250000 Penalty: 3143.890381
	Iteration 35Q: 3 clusters Score -1958246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1958248.000000 Penalty: 3143.890381
	Iteration 36Q: 3 clusters Score -1958248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1958248.625000 Penalty: 3143.890381
	Iteration 37Q: 3 clusters Score -1958249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1958248.750000 Penalty: 3143.890381
	Iteration 38Q: 3 clusters Score -1958249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1958248.250000 Penalty: 3143.890381
	Iteration 39Q: 3 clusters Score -1958248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1958248.125000 Penalty: 3143.890381
	Iteration 40F: 3 clusters Score -1958248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1958248.875000 Penalty: 3143.890381
	Iteration 41Q: 3 clusters Score -1958249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1958251.000000 Penalty: 3143.890381
	Iteration 42Q: 3 clusters Score -1958251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1958253.125000 Penalty: 3143.890381
	Iteration 43Q: 3 clusters Score -1958253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1958252.625000 Penalty: 3143.890381
	Iteration 44Q: 3 clusters Score -1958253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1958252.750000 Penalty: 3143.890381
	Iteration 45Q: 3 clusters Score -1958253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1958253.875000 Penalty: 3143.890381
	Iteration 46Q: 3 clusters Score -1958254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1958252.750000 Penalty: 3143.890381
	Iteration 47Q: 3 clusters Score -1958253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1958254.125000 Penalty: 3143.890381
	Iteration 48Q: 3 clusters Score -1958254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1958253.875000 Penalty: 3143.890381
	Iteration 49Q: 3 clusters Score -1958254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1958251.500000 Penalty: 3143.890381
	Iteration 50Q: 3 clusters Score -1958252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1958255.125000 Penalty: 3143.890381
	Iteration 51Q: 3 clusters Score -1958255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1958250.125000 Penalty: 3143.890381
	Iteration 52Q: 3 clusters Score -1958250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1958252.750000 Penalty: 3143.890381
	Iteration 53Q: 3 clusters Score -1958253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1958251.750000 Penalty: 3143.890381
	Iteration 54Q: 3 clusters Score -1958252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1958256.500000 Penalty: 3143.890381
	Iteration 55Q: 3 clusters Score -1958256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1958258.500000 Penalty: 3143.890381
	Iteration 56Q: 3 clusters Score -1958258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1958259.375000 Penalty: 3143.890381
	Iteration 57Q: 3 clusters Score -1958259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1958259.625000 Penalty: 3143.890381
	Iteration 58Q: 3 clusters Score -1958260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1958258.000000 Penalty: 3143.890381
	Iteration 59Q: 3 clusters Score -1958258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1958259.750000 Penalty: 3143.890381
	Iteration 60F: 3 clusters Score -1958260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1958257.625000 Penalty: 3143.890381
	Iteration 61Q: 3 clusters Score -1958258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1958259.000000 Penalty: 3143.890381
	Iteration 62Q: 3 clusters Score -1958259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1958257.750000 Penalty: 3143.890381
	Iteration 63Q: 3 clusters Score -1958258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1958257.750000 Penalty: 3143.890381
	Iteration 64F: 3 clusters Score -1958258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Entering Unmasked Estep 
Score: -15322291.000000 Penalty: 1901.752441
	Iteration 0F: 2 clusters Score -1.532229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -15246965.000000 Penalty: 3803.504883
	Iteration 0F: 3 clusters Score -1.524696e+07 nChanged 58112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -15281749.000000 Penalty: 3803.504883
	Iteration 1F: 3 clusters Score -1.528175e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -15283129.000000 Penalty: 3803.504883
	Iteration 2Q: 3 clusters Score -1.528313e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -15284888.000000 Penalty: 3803.504883
	Iteration 3Q: 3 clusters Score -1.528489e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -15287414.000000 Penalty: 3803.504883
	Iteration 4Q: 3 clusters Score -1.528741e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -15290952.000000 Penalty: 3803.504883
	Iteration 5F: 3 clusters Score -1.529095e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -15295255.000000 Penalty: 3803.504883
	Iteration 6F: 3 clusters Score -1.529526e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -15300324.000000 Penalty: 3803.504883
	Iteration 7F: 3 clusters Score -1.530032e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -15304568.000000 Penalty: 3803.504883
	Iteration 8F: 3 clusters Score -1.530457e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -15306651.000000 Penalty: 3803.504883
	Iteration 9Q: 3 clusters Score -1.530665e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -15307516.000000 Penalty: 3803.504883
	Iteration 10Q: 3 clusters Score -1.530752e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -15307798.000000 Penalty: 3803.504883
	Iteration 11Q: 3 clusters Score -1.53078e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -15307981.000000 Penalty: 3803.504883
	Iteration 12Q: 3 clusters Score -1.530798e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -15308205.000000 Penalty: 3803.504883
	Iteration 13Q: 3 clusters Score -1.53082e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -15308397.000000 Penalty: 3803.504883
	Iteration 14Q: 3 clusters Score -1.53084e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -15308586.000000 Penalty: 3803.504883
	Iteration 15Q: 3 clusters Score -1.530859e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -15308892.000000 Penalty: 3803.504883
	Iteration 16Q: 3 clusters Score -1.530889e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -15309086.000000 Penalty: 3803.504883
	Iteration 17Q: 3 clusters Score -1.530909e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -15309354.000000 Penalty: 3803.504883
	Iteration 18Q: 3 clusters Score -1.530935e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -15309623.000000 Penalty: 3803.504883
	Iteration 19Q: 3 clusters Score -1.530962e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -15309816.000000 Penalty: 3803.504883
	Iteration 20F: 3 clusters Score -1.530982e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -15310014.000000 Penalty: 3803.504883
	Iteration 21Q: 3 clusters Score -1.531001e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -15310337.000000 Penalty: 3803.504883
	Iteration 22Q: 3 clusters Score -1.531034e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -15310812.000000 Penalty: 3803.504883
	Iteration 23Q: 3 clusters Score -1.531081e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -15311270.000000 Penalty: 3803.504883
	Iteration 24Q: 3 clusters Score -1.531127e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -15311790.000000 Penalty: 3803.504883
	Iteration 25Q: 3 clusters Score -1.531179e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -15312411.000000 Penalty: 3803.504883
	Iteration 26Q: 3 clusters Score -1.531241e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -15313137.000000 Penalty: 3803.504883
	Iteration 27Q: 3 clusters Score -1.531314e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -15313836.000000 Penalty: 3803.504883
	Iteration 28Q: 3 clusters Score -1.531384e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 102133 members 
Entering Unmasked Estep 
Score: -15314764.000000 Penalty: 3803.504883
	Iteration 29Q: 3 clusters Score -1.531476e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -15316102.000000 Penalty: 3803.504883
	Iteration 30Q: 3 clusters Score -1.53161e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 108537 members 
Entering Unmasked Estep 
Score: -15317006.000000 Penalty: 3803.504883
	Iteration 31Q: 3 clusters Score -1.531701e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -15317852.000000 Penalty: 3803.504883
	Iteration 32Q: 3 clusters Score -1.531785e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -15318500.000000 Penalty: 3803.504883
	Iteration 33Q: 3 clusters Score -1.53185e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -15319120.000000 Penalty: 3803.504883
	Iteration 34Q: 3 clusters Score -1.531912e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 117183 members 
Entering Unmasked Estep 
Score: -15319403.000000 Penalty: 3803.504883
	Iteration 35Q: 3 clusters Score -1.53194e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 118147 members 
Entering Unmasked Estep 
Score: -15319575.000000 Penalty: 3803.504883
	Iteration 36Q: 3 clusters Score -1.531958e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 118789 members 
Entering Unmasked Estep 
Score: -15319686.000000 Penalty: 3803.504883
	Iteration 37Q: 3 clusters Score -1.531969e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -15319819.000000 Penalty: 3803.504883
	Iteration 38Q: 3 clusters Score -1.531982e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -15319924.000000 Penalty: 3803.504883
	Iteration 39Q: 3 clusters Score -1.531992e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -15320262.000000 Penalty: 3803.504883
	Iteration 40F: 3 clusters Score -1.532026e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -15320436.000000 Penalty: 3803.504883
	Iteration 41Q: 3 clusters Score -1.532044e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 120355 members 
Entering Unmasked Estep 
Score: -15320538.000000 Penalty: 3803.504883
	Iteration 42Q: 3 clusters Score -1.532054e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 120486 members 
Entering Unmasked Estep 
Score: -15320612.000000 Penalty: 3803.504883
	Iteration 43Q: 3 clusters Score -1.532061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 120562 members 
Entering Unmasked Estep 
Score: -15320651.000000 Penalty: 3803.504883
	Iteration 44Q: 3 clusters Score -1.532065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -15320644.000000 Penalty: 3803.504883
	Iteration 45Q: 3 clusters Score -1.532064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120603 members 
Entering Unmasked Estep 
Score: -15320650.000000 Penalty: 3803.504883
	Iteration 46Q: 3 clusters Score -1.532065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -15320666.000000 Penalty: 3803.504883
	Iteration 47Q: 3 clusters Score -1.532067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 120619 members 
Entering Unmasked Estep 
Score: -15320672.000000 Penalty: 3803.504883
	Iteration 48Q: 3 clusters Score -1.532067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -15320686.000000 Penalty: 3803.504883
	Iteration 49Q: 3 clusters Score -1.532069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 120637 members 
Entering Unmasked Estep 
Score: -15320683.000000 Penalty: 3803.504883
	Iteration 50Q: 3 clusters Score -1.532068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -15320688.000000 Penalty: 3803.504883
	Iteration 51Q: 3 clusters Score -1.532069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 120643 members 
Entering Unmasked Estep 
Score: -15320696.000000 Penalty: 3803.504883
	Iteration 52Q: 3 clusters Score -1.53207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 120644 members 
Entering Unmasked Estep 
Score: -15320699.000000 Penalty: 3803.504883
	Iteration 53Q: 3 clusters Score -1.53207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -15320701.000000 Penalty: 3803.504883
	Iteration 54Q: 3 clusters Score -1.53207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -15320709.000000 Penalty: 3803.504883
	Iteration 55Q: 3 clusters Score -1.532071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -15320709.000000 Penalty: 3803.504883
	Iteration 56F: 3 clusters Score -1.532071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Entering Unmasked Estep 
Score: -876628.500000 Penalty: 1444.310913
	Iteration 0F: 2 clusters Score -876628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -871201.187500 Penalty: 2888.621826
	Iteration 0F: 3 clusters Score -871201.2 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -873034.312500 Penalty: 2888.621826
	Iteration 1F: 3 clusters Score -873034.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -873352.687500 Penalty: 2888.621826
	Iteration 2F: 3 clusters Score -873352.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -873615.125000 Penalty: 2888.621826
	Iteration 3F: 3 clusters Score -873615.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -873875.000000 Penalty: 2888.621826
	Iteration 4F: 3 clusters Score -873875 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -874146.625000 Penalty: 2888.621826
	Iteration 5F: 3 clusters Score -874146.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -874441.125000 Penalty: 2888.621826
	Iteration 6F: 3 clusters Score -874441.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -874721.125000 Penalty: 2888.621826
	Iteration 7F: 3 clusters Score -874721.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -874974.750000 Penalty: 2888.621826
	Iteration 8Q: 3 clusters Score -874974.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -875179.125000 Penalty: 2888.621826
	Iteration 9Q: 3 clusters Score -875179.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -875366.500000 Penalty: 2888.621826
	Iteration 10Q: 3 clusters Score -875366.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -875478.687500 Penalty: 2888.621826
	Iteration 11Q: 3 clusters Score -875478.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -875562.625000 Penalty: 2888.621826
	Iteration 12Q: 3 clusters Score -875562.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -875632.125000 Penalty: 2888.621826
	Iteration 13Q: 3 clusters Score -875632.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -875673.937500 Penalty: 2888.621826
	Iteration 14Q: 3 clusters Score -875673.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -875705.000000 Penalty: 2888.621826
	Iteration 15Q: 3 clusters Score -875705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -875730.687500 Penalty: 2888.621826
	Iteration 16Q: 3 clusters Score -875730.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -875745.000000 Penalty: 2888.621826
	Iteration 17Q: 3 clusters Score -875745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -875757.312500 Penalty: 2888.621826
	Iteration 18Q: 3 clusters Score -875757.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -875770.562500 Penalty: 2888.621826
	Iteration 19Q: 3 clusters Score -875770.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -875780.437500 Penalty: 2888.621826
	Iteration 20F: 3 clusters Score -875780.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -875796.750000 Penalty: 2888.621826
	Iteration 21Q: 3 clusters Score -875796.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -875804.562500 Penalty: 2888.621826
	Iteration 22Q: 3 clusters Score -875804.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -875811.375000 Penalty: 2888.621826
	Iteration 23Q: 3 clusters Score -875811.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -875819.812500 Penalty: 2888.621826
	Iteration 24Q: 3 clusters Score -875819.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -875830.500000 Penalty: 2888.621826
	Iteration 25Q: 3 clusters Score -875830.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -875839.250000 Penalty: 2888.621826
	Iteration 26Q: 3 clusters Score -875839.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -875850.437500 Penalty: 2888.621826
	Iteration 27Q: 3 clusters Score -875850.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -875854.875000 Penalty: 2888.621826
	Iteration 28Q: 3 clusters Score -875854.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -875862.687500 Penalty: 2888.621826
	Iteration 29Q: 3 clusters Score -875862.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -875867.937500 Penalty: 2888.621826
	Iteration 30Q: 3 clusters Score -875867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -875869.375000 Penalty: 2888.621826
	Iteration 31Q: 3 clusters Score -875869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -875868.562500 Penalty: 2888.621826
	Iteration 32Q: 3 clusters Score -875868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -875870.750000 Penalty: 2888.621826
	Iteration 33Q: 3 clusters Score -875870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -875870.062500 Penalty: 2888.621826
	Iteration 34Q: 3 clusters Score -875870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -875872.000000 Penalty: 2888.621826
	Iteration 35Q: 3 clusters Score -875872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -875875.625000 Penalty: 2888.621826
	Iteration 36Q: 3 clusters Score -875875.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -875877.437500 Penalty: 2888.621826
	Iteration 37Q: 3 clusters Score -875877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -875877.437500 Penalty: 2888.621826
	Iteration 38Q: 3 clusters Score -875877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -875878.125000 Penalty: 2888.621826
	Iteration 39Q: 3 clusters Score -875878.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -875881.562500 Penalty: 2888.621826
	Iteration 40F: 3 clusters Score -875881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -875882.812500 Penalty: 2888.621826
	Iteration 41Q: 3 clusters Score -875882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -875883.937500 Penalty: 2888.621826
	Iteration 42Q: 3 clusters Score -875883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -875884.625000 Penalty: 2888.621826
	Iteration 43Q: 3 clusters Score -875884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -875884.312500 Penalty: 2888.621826
	Iteration 44Q: 3 clusters Score -875884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -875884.750000 Penalty: 2888.621826
	Iteration 45Q: 3 clusters Score -875884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -875884.750000 Penalty: 2888.621826
	Iteration 46F: 3 clusters Score -875884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -33673.792969 Penalty: 1017.802185
	Iteration 0F: 2 clusters Score -33673.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32817.007812 Penalty: 2035.604370
	Iteration 0F: 3 clusters Score -32817.01 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33408.125000 Penalty: 2035.604370
	Iteration 1F: 3 clusters Score -33408.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -33749.160156 Penalty: 2035.604370
	Iteration 2F: 3 clusters Score -33749.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33978.859375 Penalty: 2035.604370
	Iteration 3F: 3 clusters Score -33978.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -34073.269531 Penalty: 2035.604370
	Iteration 4Q: 3 clusters Score -34073.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34135.187500 Penalty: 2035.604370
	Iteration 5Q: 3 clusters Score -34135.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34156.175781 Penalty: 2035.604370
	Iteration 6Q: 3 clusters Score -34156.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -34173.230469 Penalty: 2035.604370
	Iteration 7Q: 3 clusters Score -34173.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34191.316406 Penalty: 2035.604370
	Iteration 8Q: 3 clusters Score -34191.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34206.644531 Penalty: 2035.604370
	Iteration 9Q: 3 clusters Score -34206.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34215.675781 Penalty: 2035.604370
	Iteration 10Q: 3 clusters Score -34215.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34228.425781 Penalty: 2035.604370
	Iteration 11Q: 3 clusters Score -34228.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34234.554688 Penalty: 2035.604370
	Iteration 12Q: 3 clusters Score -34234.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34236.613281 Penalty: 2035.604370
	Iteration 13Q: 3 clusters Score -34236.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34240.324219 Penalty: 2035.604370
	Iteration 14F: 3 clusters Score -34240.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34247.722656 Penalty: 2035.604370
	Iteration 15Q: 3 clusters Score -34247.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34254.304688 Penalty: 2035.604370
	Iteration 16Q: 3 clusters Score -34254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34256.843750 Penalty: 2035.604370
	Iteration 17Q: 3 clusters Score -34256.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34256.843750 Penalty: 2035.604370
	Iteration 18F: 3 clusters Score -34256.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98945 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 306 members 
Entering Unmasked Estep 
Score: -141723552.000000 Penalty: 79403.289062
Splitting cluster 21 changes total score from -141723648.000000 to -141723552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (58760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Entering Unmasked Estep 
Score: -7397891.000000 Penalty: 1784.447632
	Iteration 0F: 2 clusters Score -7397891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -7358635.500000 Penalty: 3568.895264
	Iteration 0F: 3 clusters Score -7358636 nChanged 27764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -7374483.500000 Penalty: 3568.895264
	Iteration 1F: 3 clusters Score -7374484 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -7375042.500000 Penalty: 3568.895264
	Iteration 2Q: 3 clusters Score -7375042 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -7375749.000000 Penalty: 3568.895264
	Iteration 3Q: 3 clusters Score -7375749 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -7376720.000000 Penalty: 3568.895264
	Iteration 4Q: 3 clusters Score -7376720 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7378456.000000 Penalty: 3568.895264
	Iteration 5F: 3 clusters Score -7378456 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -7381180.000000 Penalty: 3568.895264
	Iteration 6F: 3 clusters Score -7381180 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -7385257.000000 Penalty: 3568.895264
	Iteration 7F: 3 clusters Score -7385257 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -7389714.500000 Penalty: 3568.895264
	Iteration 8F: 3 clusters Score -7389714 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7393270.500000 Penalty: 3568.895264
	Iteration 9F: 3 clusters Score -7393270 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -7395222.500000 Penalty: 3568.895264
	Iteration 10Q: 3 clusters Score -7395222 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7395975.000000 Penalty: 3568.895264
	Iteration 11Q: 3 clusters Score -7395975 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -7396306.000000 Penalty: 3568.895264
	Iteration 12Q: 3 clusters Score -7396306 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -7396483.000000 Penalty: 3568.895264
	Iteration 13Q: 3 clusters Score -7396483 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -7396599.000000 Penalty: 3568.895264
	Iteration 14Q: 3 clusters Score -7396599 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -7396649.000000 Penalty: 3568.895264
	Iteration 15Q: 3 clusters Score -7396649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -7396687.000000 Penalty: 3568.895264
	Iteration 16Q: 3 clusters Score -7396687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -7396715.500000 Penalty: 3568.895264
	Iteration 17Q: 3 clusters Score -7396716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -7396739.500000 Penalty: 3568.895264
	Iteration 18Q: 3 clusters Score -7396740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -7396769.000000 Penalty: 3568.895264
	Iteration 19Q: 3 clusters Score -7396769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -7396781.000000 Penalty: 3568.895264
	Iteration 20F: 3 clusters Score -7396781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -7396789.500000 Penalty: 3568.895264
	Iteration 21Q: 3 clusters Score -7396790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -7396791.500000 Penalty: 3568.895264
	Iteration 22Q: 3 clusters Score -7396792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -7396811.000000 Penalty: 3568.895264
	Iteration 23Q: 3 clusters Score -7396811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -7396830.500000 Penalty: 3568.895264
	Iteration 24Q: 3 clusters Score -7396830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -7396851.000000 Penalty: 3568.895264
	Iteration 25Q: 3 clusters Score -7396851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -7396872.500000 Penalty: 3568.895264
	Iteration 26Q: 3 clusters Score -7396872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -7396903.500000 Penalty: 3568.895264
	Iteration 27Q: 3 clusters Score -7396904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -7396913.000000 Penalty: 3568.895264
	Iteration 28Q: 3 clusters Score -7396913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -7396934.000000 Penalty: 3568.895264
	Iteration 29Q: 3 clusters Score -7396934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -7396948.500000 Penalty: 3568.895264
	Iteration 30Q: 3 clusters Score -7396948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -7396966.000000 Penalty: 3568.895264
	Iteration 31Q: 3 clusters Score -7396966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7396964.500000 Penalty: 3568.895264
	Iteration 32Q: 3 clusters Score -7396964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -7396969.000000 Penalty: 3568.895264
	Iteration 33Q: 3 clusters Score -7396969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -7396981.000000 Penalty: 3568.895264
	Iteration 34Q: 3 clusters Score -7396981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -7396999.000000 Penalty: 3568.895264
	Iteration 35Q: 3 clusters Score -7396999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -7397011.000000 Penalty: 3568.895264
	Iteration 36Q: 3 clusters Score -7397011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -7397008.500000 Penalty: 3568.895264
	Iteration 37Q: 3 clusters Score -7397008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -7397023.500000 Penalty: 3568.895264
	Iteration 38Q: 3 clusters Score -7397024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -7397027.000000 Penalty: 3568.895264
	Iteration 39Q: 3 clusters Score -7397027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -7397023.500000 Penalty: 3568.895264
	Iteration 40F: 3 clusters Score -7397024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -7397028.500000 Penalty: 3568.895264
	Iteration 41Q: 3 clusters Score -7397028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -7397023.000000 Penalty: 3568.895264
	Iteration 42Q: 3 clusters Score -7397023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -7397023.000000 Penalty: 3568.895264
	Iteration 43Q: 3 clusters Score -7397023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -7397023.000000 Penalty: 3568.895264
	Iteration 44Q: 3 clusters Score -7397023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -7397023.000000 Penalty: 3568.895264
	Iteration 45F: 3 clusters Score -7397023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -279711.656250 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -279711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -277460.187500 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -277460.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -278014.718750 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -278014.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -278191.375000 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -278191.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -278341.250000 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -278341.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -278437.812500 Penalty: 2516.703613
	Iteration 4Q: 3 clusters Score -278437.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -278529.937500 Penalty: 2516.703613
	Iteration 5Q: 3 clusters Score -278529.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -278626.687500 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -278626.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -278732.375000 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -278732.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -278819.375000 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -278819.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -278910.625000 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -278910.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -278985.093750 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -278985.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -279029.750000 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -279029.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279057.812500 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -279057.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -279081.062500 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -279081.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279114.343750 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -279114.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -279147.406250 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -279147.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -279199.125000 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -279199.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -279245.875000 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -279245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -279270.375000 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -279270.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -279291.406250 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -279291.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -279304.125000 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -279304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -279310.281250 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -279310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -279317.062500 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -279317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -279322.250000 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -279322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -279325.968750 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -279326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -279328.031250 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -279328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -279329.562500 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -279329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -279329.656250 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -279329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -279329.656250 Penalty: 2516.703613
	Iteration 28F: 3 clusters Score -279329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -1774496.250000 Penalty: 1556.880005
	Iteration 0F: 2 clusters Score -1774496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1764455.500000 Penalty: 3113.760010
	Iteration 0F: 3 clusters Score -1764456 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1767987.000000 Penalty: 3113.760010
	Iteration 1F: 3 clusters Score -1767987 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1768381.125000 Penalty: 3113.760010
	Iteration 2F: 3 clusters Score -1768381 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1768797.000000 Penalty: 3113.760010
	Iteration 3F: 3 clusters Score -1768797 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1769230.625000 Penalty: 3113.760010
	Iteration 4F: 3 clusters Score -1769231 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1769661.625000 Penalty: 3113.760010
	Iteration 5F: 3 clusters Score -1769662 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1770075.750000 Penalty: 3113.760010
	Iteration 6F: 3 clusters Score -1770076 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1770484.125000 Penalty: 3113.760010
	Iteration 7F: 3 clusters Score -1770484 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1770900.375000 Penalty: 3113.760010
	Iteration 8Q: 3 clusters Score -1770900 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1771302.875000 Penalty: 3113.760010
	Iteration 9Q: 3 clusters Score -1771303 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1771602.125000 Penalty: 3113.760010
	Iteration 10Q: 3 clusters Score -1771602 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1771837.625000 Penalty: 3113.760010
	Iteration 11Q: 3 clusters Score -1771838 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1771980.875000 Penalty: 3113.760010
	Iteration 12Q: 3 clusters Score -1771981 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1772106.000000 Penalty: 3113.760010
	Iteration 13Q: 3 clusters Score -1772106 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1772228.375000 Penalty: 3113.760010
	Iteration 14Q: 3 clusters Score -1772228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1772308.750000 Penalty: 3113.760010
	Iteration 15Q: 3 clusters Score -1772309 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1772402.875000 Penalty: 3113.760010
	Iteration 16Q: 3 clusters Score -1772403 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1772502.000000 Penalty: 3113.760010
	Iteration 17Q: 3 clusters Score -1772502 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1772594.750000 Penalty: 3113.760010
	Iteration 18Q: 3 clusters Score -1772595 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1772693.750000 Penalty: 3113.760010
	Iteration 19Q: 3 clusters Score -1772694 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1772785.125000 Penalty: 3113.760010
	Iteration 20F: 3 clusters Score -1772785 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1772850.500000 Penalty: 3113.760010
	Iteration 21Q: 3 clusters Score -1772850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1772913.750000 Penalty: 3113.760010
	Iteration 22Q: 3 clusters Score -1772914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1772971.625000 Penalty: 3113.760010
	Iteration 23Q: 3 clusters Score -1772972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1773017.000000 Penalty: 3113.760010
	Iteration 24Q: 3 clusters Score -1773017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1773063.750000 Penalty: 3113.760010
	Iteration 25Q: 3 clusters Score -1773064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1773100.375000 Penalty: 3113.760010
	Iteration 26Q: 3 clusters Score -1773100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1773130.500000 Penalty: 3113.760010
	Iteration 27Q: 3 clusters Score -1773130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1773161.750000 Penalty: 3113.760010
	Iteration 28Q: 3 clusters Score -1773162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1773190.250000 Penalty: 3113.760010
	Iteration 29Q: 3 clusters Score -1773190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1773220.250000 Penalty: 3113.760010
	Iteration 30Q: 3 clusters Score -1773220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1773246.125000 Penalty: 3113.760010
	Iteration 31Q: 3 clusters Score -1773246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1773266.000000 Penalty: 3113.760010
	Iteration 32Q: 3 clusters Score -1773266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1773285.125000 Penalty: 3113.760010
	Iteration 33Q: 3 clusters Score -1773285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1773295.125000 Penalty: 3113.760010
	Iteration 34Q: 3 clusters Score -1773295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1773304.875000 Penalty: 3113.760010
	Iteration 35Q: 3 clusters Score -1773305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1773314.125000 Penalty: 3113.760010
	Iteration 36Q: 3 clusters Score -1773314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1773320.125000 Penalty: 3113.760010
	Iteration 37Q: 3 clusters Score -1773320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1773323.625000 Penalty: 3113.760010
	Iteration 38Q: 3 clusters Score -1773324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1773329.750000 Penalty: 3113.760010
	Iteration 39Q: 3 clusters Score -1773330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1773339.375000 Penalty: 3113.760010
	Iteration 40F: 3 clusters Score -1773339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1773337.625000 Penalty: 3113.760010
	Iteration 41Q: 3 clusters Score -1773338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1773344.750000 Penalty: 3113.760010
	Iteration 42Q: 3 clusters Score -1773345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1773346.750000 Penalty: 3113.760010
	Iteration 43Q: 3 clusters Score -1773347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1773352.875000 Penalty: 3113.760010
	Iteration 44Q: 3 clusters Score -1773353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1773355.125000 Penalty: 3113.760010
	Iteration 45Q: 3 clusters Score -1773355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1773361.250000 Penalty: 3113.760010
	Iteration 46Q: 3 clusters Score -1773361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1773373.750000 Penalty: 3113.760010
	Iteration 47Q: 3 clusters Score -1773374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1773390.875000 Penalty: 3113.760010
	Iteration 48Q: 3 clusters Score -1773391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1773418.750000 Penalty: 3113.760010
	Iteration 49Q: 3 clusters Score -1773419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1773428.125000 Penalty: 3113.760010
	Iteration 50Q: 3 clusters Score -1773428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1773435.500000 Penalty: 3113.760010
	Iteration 51Q: 3 clusters Score -1773436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1773443.625000 Penalty: 3113.760010
	Iteration 52Q: 3 clusters Score -1773444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1773448.000000 Penalty: 3113.760010
	Iteration 53Q: 3 clusters Score -1773448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1773451.750000 Penalty: 3113.760010
	Iteration 54Q: 3 clusters Score -1773452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1773454.625000 Penalty: 3113.760010
	Iteration 55Q: 3 clusters Score -1773455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1773453.875000 Penalty: 3113.760010
	Iteration 56Q: 3 clusters Score -1773454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1773455.000000 Penalty: 3113.760010
	Iteration 57Q: 3 clusters Score -1773455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1773454.375000 Penalty: 3113.760010
	Iteration 58Q: 3 clusters Score -1773454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1773454.375000 Penalty: 3113.760010
	Iteration 59F: 3 clusters Score -1773454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -47345.218750 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -47345.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46403.636719 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -46403.64 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46771.960938 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -46771.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46891.832031 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -46891.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46925.496094 Penalty: 2055.998535
	Iteration 3Q: 3 clusters Score -46925.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46944.925781 Penalty: 2055.998535
	Iteration 4Q: 3 clusters Score -46944.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46964.750000 Penalty: 2055.998535
	Iteration 5Q: 3 clusters Score -46964.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46982.964844 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -46982.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46991.988281 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -46991.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46996.015625 Penalty: 2055.998535
	Iteration 8Q: 3 clusters Score -46996.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46999.734375 Penalty: 2055.998535
	Iteration 9Q: 3 clusters Score -46999.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47003.320312 Penalty: 2055.998535
	Iteration 10Q: 3 clusters Score -47003.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47006.621094 Penalty: 2055.998535
	Iteration 11Q: 3 clusters Score -47006.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47007.941406 Penalty: 2055.998535
	Iteration 12Q: 3 clusters Score -47007.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47010.093750 Penalty: 2055.998535
	Iteration 13Q: 3 clusters Score -47010.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47010.093750 Penalty: 2055.998535
	Iteration 14F: 3 clusters Score -47010.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Entering Unmasked Estep 
Score: -1864076.625000 Penalty: 1573.633789
	Iteration 0F: 2 clusters Score -1864077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1853172.375000 Penalty: 3147.267578
	Iteration 0F: 3 clusters Score -1853172 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1857141.250000 Penalty: 3147.267578
	Iteration 1F: 3 clusters Score -1857141 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1857686.625000 Penalty: 3147.267578
	Iteration 2F: 3 clusters Score -1857687 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1858284.875000 Penalty: 3147.267578
	Iteration 3F: 3 clusters Score -1858285 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1858929.750000 Penalty: 3147.267578
	Iteration 4F: 3 clusters Score -1858930 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1859622.250000 Penalty: 3147.267578
	Iteration 5F: 3 clusters Score -1859622 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1860246.500000 Penalty: 3147.267578
	Iteration 6F: 3 clusters Score -1860246 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1860760.875000 Penalty: 3147.267578
	Iteration 7F: 3 clusters Score -1860761 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1861172.125000 Penalty: 3147.267578
	Iteration 8Q: 3 clusters Score -1861172 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1861466.125000 Penalty: 3147.267578
	Iteration 9Q: 3 clusters Score -1861466 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1861681.250000 Penalty: 3147.267578
	Iteration 10Q: 3 clusters Score -1861681 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1861838.250000 Penalty: 3147.267578
	Iteration 11Q: 3 clusters Score -1861838 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1861935.875000 Penalty: 3147.267578
	Iteration 12Q: 3 clusters Score -1861936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1862011.875000 Penalty: 3147.267578
	Iteration 13Q: 3 clusters Score -1862012 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1862084.500000 Penalty: 3147.267578
	Iteration 14Q: 3 clusters Score -1862084 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1862156.500000 Penalty: 3147.267578
	Iteration 15Q: 3 clusters Score -1862156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1862223.875000 Penalty: 3147.267578
	Iteration 16Q: 3 clusters Score -1862224 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1862306.625000 Penalty: 3147.267578
	Iteration 17Q: 3 clusters Score -1862307 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1862390.625000 Penalty: 3147.267578
	Iteration 18Q: 3 clusters Score -1862391 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1862469.500000 Penalty: 3147.267578
	Iteration 19Q: 3 clusters Score -1862470 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1862548.500000 Penalty: 3147.267578
	Iteration 20F: 3 clusters Score -1862548 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1862600.625000 Penalty: 3147.267578
	Iteration 21Q: 3 clusters Score -1862601 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1862673.500000 Penalty: 3147.267578
	Iteration 22Q: 3 clusters Score -1862674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1862762.750000 Penalty: 3147.267578
	Iteration 23Q: 3 clusters Score -1862763 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1862885.000000 Penalty: 3147.267578
	Iteration 24Q: 3 clusters Score -1862885 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1862981.750000 Penalty: 3147.267578
	Iteration 25Q: 3 clusters Score -1862982 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1863045.500000 Penalty: 3147.267578
	Iteration 26Q: 3 clusters Score -1863046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1863096.750000 Penalty: 3147.267578
	Iteration 27Q: 3 clusters Score -1863097 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1863143.375000 Penalty: 3147.267578
	Iteration 28Q: 3 clusters Score -1863143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1863169.500000 Penalty: 3147.267578
	Iteration 29Q: 3 clusters Score -1863170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1863183.500000 Penalty: 3147.267578
	Iteration 30Q: 3 clusters Score -1863184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1863199.125000 Penalty: 3147.267578
	Iteration 31Q: 3 clusters Score -1863199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1863225.625000 Penalty: 3147.267578
	Iteration 32Q: 3 clusters Score -1863226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1863239.375000 Penalty: 3147.267578
	Iteration 33Q: 3 clusters Score -1863239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1863256.875000 Penalty: 3147.267578
	Iteration 34Q: 3 clusters Score -1863257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1863279.125000 Penalty: 3147.267578
	Iteration 35Q: 3 clusters Score -1863279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1863286.875000 Penalty: 3147.267578
	Iteration 36Q: 3 clusters Score -1863287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1863300.000000 Penalty: 3147.267578
	Iteration 37Q: 3 clusters Score -1863300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1863309.375000 Penalty: 3147.267578
	Iteration 38Q: 3 clusters Score -1863309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1863317.375000 Penalty: 3147.267578
	Iteration 39Q: 3 clusters Score -1863317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1863319.875000 Penalty: 3147.267578
	Iteration 40F: 3 clusters Score -1863320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1863323.250000 Penalty: 3147.267578
	Iteration 41Q: 3 clusters Score -1863323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1863327.125000 Penalty: 3147.267578
	Iteration 42Q: 3 clusters Score -1863327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1863329.000000 Penalty: 3147.267578
	Iteration 43Q: 3 clusters Score -1863329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1863332.750000 Penalty: 3147.267578
	Iteration 44Q: 3 clusters Score -1863333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1863335.375000 Penalty: 3147.267578
	Iteration 45Q: 3 clusters Score -1863335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1863340.250000 Penalty: 3147.267578
	Iteration 46Q: 3 clusters Score -1863340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1863343.875000 Penalty: 3147.267578
	Iteration 47Q: 3 clusters Score -1863344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1863344.375000 Penalty: 3147.267578
	Iteration 48Q: 3 clusters Score -1863344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1863344.250000 Penalty: 3147.267578
	Iteration 49Q: 3 clusters Score -1863344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1863347.375000 Penalty: 3147.267578
	Iteration 50Q: 3 clusters Score -1863347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1863344.375000 Penalty: 3147.267578
	Iteration 51Q: 3 clusters Score -1863344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1863343.750000 Penalty: 3147.267578
	Iteration 52Q: 3 clusters Score -1863344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1863344.750000 Penalty: 3147.267578
	Iteration 53Q: 3 clusters Score -1863345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1863345.875000 Penalty: 3147.267578
	Iteration 54Q: 3 clusters Score -1863346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1863341.500000 Penalty: 3147.267578
	Iteration 55Q: 3 clusters Score -1863342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1863341.500000 Penalty: 3147.267578
	Iteration 56Q: 3 clusters Score -1863342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1863341.875000 Penalty: 3147.267578
	Iteration 57Q: 3 clusters Score -1863342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1863344.375000 Penalty: 3147.267578
	Iteration 58Q: 3 clusters Score -1863344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1863347.375000 Penalty: 3147.267578
	Iteration 59Q: 3 clusters Score -1863347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1863346.875000 Penalty: 3147.267578
	Iteration 60F: 3 clusters Score -1863347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -150713.656250 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -150713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -149097.375000 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -149097.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -149945.859375 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -149945.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -150503.203125 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -150503.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -150890.375000 Penalty: 2353.211182
	Iteration 3F: 3 clusters Score -150890.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -151088.234375 Penalty: 2353.211182
	Iteration 4F: 3 clusters Score -151088.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -151142.734375 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -151142.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -151166.046875 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -151166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -151195.062500 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -151195.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -151210.750000 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -151210.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -151222.609375 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -151222.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -151232.140625 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -151232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -151239.406250 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -151239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -151246.828125 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -151246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -151256.796875 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -151256.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -151263.281250 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -151263.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -151269.765625 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -151269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -151274.203125 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -151274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -151278.593750 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -151278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -151282.562500 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -151282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -151291.125000 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -151291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -151299.562500 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -151299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -151319.328125 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -151319.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -151383.890625 Penalty: 2353.211182
	Iteration 22Q: 3 clusters Score -151383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -151424.734375 Penalty: 2353.211182
	Iteration 23Q: 3 clusters Score -151424.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -151471.031250 Penalty: 2353.211182
	Iteration 24Q: 3 clusters Score -151471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -151550.593750 Penalty: 2353.211182
	Iteration 25Q: 3 clusters Score -151550.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -151674.531250 Penalty: 2353.211182
	Iteration 26Q: 3 clusters Score -151674.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -151748.515625 Penalty: 2353.211182
	Iteration 27Q: 3 clusters Score -151748.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -151787.234375 Penalty: 2353.211182
	Iteration 28Q: 3 clusters Score -151787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -151801.125000 Penalty: 2353.211182
	Iteration 29Q: 3 clusters Score -151801.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -151807.953125 Penalty: 2353.211182
	Iteration 30Q: 3 clusters Score -151808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -151810.125000 Penalty: 2353.211182
	Iteration 31Q: 3 clusters Score -151810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -151810.609375 Penalty: 2353.211182
	Iteration 32Q: 3 clusters Score -151810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -151810.640625 Penalty: 2353.211182
	Iteration 33Q: 3 clusters Score -151810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -151812.125000 Penalty: 2353.211182
	Iteration 34Q: 3 clusters Score -151812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -151814.656250 Penalty: 2353.211182
	Iteration 35Q: 3 clusters Score -151814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -151815.296875 Penalty: 2353.211182
	Iteration 36Q: 3 clusters Score -151815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -151815.296875 Penalty: 2353.211182
	Iteration 37F: 3 clusters Score -151815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98945 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 847 members 
Entering Unmasked Estep 
Score: -141724336.000000 Penalty: 79403.289062
Splitting cluster 27 changes total score from -141723648.000000 to -141724336.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (143491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143491 members 
Entering Unmasked Estep 
Score: -18029060.000000 Penalty: 1929.529419
	Iteration 0F: 2 clusters Score -1.802906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -17940874.000000 Penalty: 3859.058838
	Iteration 0F: 3 clusters Score -1.794087e+07 nChanged 69031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -17983208.000000 Penalty: 3859.058838
	Iteration 1F: 3 clusters Score -1.798321e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -17985672.000000 Penalty: 3859.058838
	Iteration 2Q: 3 clusters Score -1.798567e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -17989262.000000 Penalty: 3859.058838
	Iteration 3Q: 3 clusters Score -1.798926e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -17993778.000000 Penalty: 3859.058838
	Iteration 4F: 3 clusters Score -1.799378e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -17999572.000000 Penalty: 3859.058838
	Iteration 5F: 3 clusters Score -1.799957e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -18006052.000000 Penalty: 3859.058838
	Iteration 6F: 3 clusters Score -1.800605e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -18011674.000000 Penalty: 3859.058838
	Iteration 7F: 3 clusters Score -1.801167e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -18015580.000000 Penalty: 3859.058838
	Iteration 8Q: 3 clusters Score -1.801558e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -18017940.000000 Penalty: 3859.058838
	Iteration 9Q: 3 clusters Score -1.801794e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100019 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -18019350.000000 Penalty: 3859.058838
	Iteration 10Q: 3 clusters Score -1.801935e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -18020236.000000 Penalty: 3859.058838
	Iteration 11Q: 3 clusters Score -1.802024e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -18021122.000000 Penalty: 3859.058838
	Iteration 12Q: 3 clusters Score -1.802112e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -18021836.000000 Penalty: 3859.058838
	Iteration 13Q: 3 clusters Score -1.802184e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -18022478.000000 Penalty: 3859.058838
	Iteration 14Q: 3 clusters Score -1.802248e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -18023170.000000 Penalty: 3859.058838
	Iteration 15Q: 3 clusters Score -1.802317e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -18023880.000000 Penalty: 3859.058838
	Iteration 16Q: 3 clusters Score -1.802388e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114863 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -18024502.000000 Penalty: 3859.058838
	Iteration 17Q: 3 clusters Score -1.80245e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -18025076.000000 Penalty: 3859.058838
	Iteration 18Q: 3 clusters Score -1.802508e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118734 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -18025552.000000 Penalty: 3859.058838
	Iteration 19Q: 3 clusters Score -1.802555e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120582 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -18025916.000000 Penalty: 3859.058838
	Iteration 20F: 3 clusters Score -1.802592e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -18026266.000000 Penalty: 3859.058838
	Iteration 21Q: 3 clusters Score -1.802627e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124155 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -18026628.000000 Penalty: 3859.058838
	Iteration 22Q: 3 clusters Score -1.802663e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125865 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -18027156.000000 Penalty: 3859.058838
	Iteration 23Q: 3 clusters Score -1.802716e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -18027358.000000 Penalty: 3859.058838
	Iteration 24Q: 3 clusters Score -1.802736e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129176 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -18027452.000000 Penalty: 3859.058838
	Iteration 25Q: 3 clusters Score -1.802745e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130807 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -18027598.000000 Penalty: 3859.058838
	Iteration 26Q: 3 clusters Score -1.80276e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132354 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -18027696.000000 Penalty: 3859.058838
	Iteration 27Q: 3 clusters Score -1.80277e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133833 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -18027872.000000 Penalty: 3859.058838
	Iteration 28Q: 3 clusters Score -1.802787e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135216 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -18028036.000000 Penalty: 3859.058838
	Iteration 29Q: 3 clusters Score -1.802804e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136447 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -18028024.000000 Penalty: 3859.058838
	Iteration 30Q: 3 clusters Score -1.802802e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137554 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -18028052.000000 Penalty: 3859.058838
	Iteration 31Q: 3 clusters Score -1.802805e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138469 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -18028156.000000 Penalty: 3859.058838
	Iteration 32Q: 3 clusters Score -1.802816e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139267 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -18028112.000000 Penalty: 3859.058838
	Iteration 33Q: 3 clusters Score -1.802811e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -18028124.000000 Penalty: 3859.058838
	Iteration 34Q: 3 clusters Score -1.802812e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140456 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -18028120.000000 Penalty: 3859.058838
	Iteration 35Q: 3 clusters Score -1.802812e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140909 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18028082.000000 Penalty: 3859.058838
	Iteration 36Q: 3 clusters Score -1.802808e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141235 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -18028016.000000 Penalty: 3859.058838
	Iteration 37Q: 3 clusters Score -1.802802e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -18027972.000000 Penalty: 3859.058838
	Iteration 38Q: 3 clusters Score -1.802797e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -18027918.000000 Penalty: 3859.058838
	Iteration 39Q: 3 clusters Score -1.802792e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141872 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -18027922.000000 Penalty: 3859.058838
	Iteration 40F: 3 clusters Score -1.802792e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18027924.000000 Penalty: 3859.058838
	Iteration 41Q: 3 clusters Score -1.802792e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18027896.000000 Penalty: 3859.058838
	Iteration 42Q: 3 clusters Score -1.80279e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -18027876.000000 Penalty: 3859.058838
	Iteration 43Q: 3 clusters Score -1.802788e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -18027870.000000 Penalty: 3859.058838
	Iteration 44Q: 3 clusters Score -1.802787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -18027824.000000 Penalty: 3859.058838
	Iteration 45Q: 3 clusters Score -1.802782e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -18027822.000000 Penalty: 3859.058838
	Iteration 46Q: 3 clusters Score -1.802782e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142484 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -18027822.000000 Penalty: 3859.058838
	Iteration 47Q: 3 clusters Score -1.802782e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142534 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18027806.000000 Penalty: 3859.058838
	Iteration 48Q: 3 clusters Score -1.802781e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142565 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -18027800.000000 Penalty: 3859.058838
	Iteration 49Q: 3 clusters Score -1.80278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -18027794.000000 Penalty: 3859.058838
	Iteration 50Q: 3 clusters Score -1.802779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -18027786.000000 Penalty: 3859.058838
	Iteration 51Q: 3 clusters Score -1.802779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142639 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -18027782.000000 Penalty: 3859.058838
	Iteration 52Q: 3 clusters Score -1.802778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18027786.000000 Penalty: 3859.058838
	Iteration 53Q: 3 clusters Score -1.802779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -18027790.000000 Penalty: 3859.058838
	Iteration 54Q: 3 clusters Score -1.802779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18027804.000000 Penalty: 3859.058838
	Iteration 55Q: 3 clusters Score -1.80278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -18027810.000000 Penalty: 3859.058838
	Iteration 56Q: 3 clusters Score -1.802781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142696 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -18027800.000000 Penalty: 3859.058838
	Iteration 57Q: 3 clusters Score -1.80278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142704 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -18027804.000000 Penalty: 3859.058838
	Iteration 58Q: 3 clusters Score -1.80278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142709 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18027800.000000 Penalty: 3859.058838
	Iteration 59Q: 3 clusters Score -1.80278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18027802.000000 Penalty: 3859.058838
	Iteration 60F: 3 clusters Score -1.80278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18027784.000000 Penalty: 3859.058838
	Iteration 61Q: 3 clusters Score -1.802778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18027792.000000 Penalty: 3859.058838
	Iteration 62Q: 3 clusters Score -1.802779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18027780.000000 Penalty: 3859.058838
	Iteration 63Q: 3 clusters Score -1.802778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142743 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18027780.000000 Penalty: 3859.058838
	Iteration 64Q: 3 clusters Score -1.802778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18027774.000000 Penalty: 3859.058838
	Iteration 65Q: 3 clusters Score -1.802777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18027760.000000 Penalty: 3859.058838
	Iteration 66Q: 3 clusters Score -1.802776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18027768.000000 Penalty: 3859.058838
	Iteration 67Q: 3 clusters Score -1.802777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -18027774.000000 Penalty: 3859.058838
	Iteration 68Q: 3 clusters Score -1.802777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142790 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -18027772.000000 Penalty: 3859.058838
	Iteration 69Q: 3 clusters Score -1.802777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18027774.000000 Penalty: 3859.058838
	Iteration 70Q: 3 clusters Score -1.802777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18027780.000000 Penalty: 3859.058838
	Iteration 71Q: 3 clusters Score -1.802778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18027774.000000 Penalty: 3859.058838
	Iteration 72Q: 3 clusters Score -1.802777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18027774.000000 Penalty: 3859.058838
	Iteration 73Q: 3 clusters Score -1.802777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18027766.000000 Penalty: 3859.058838
	Iteration 74Q: 3 clusters Score -1.802777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18027772.000000 Penalty: 3859.058838
	Iteration 75Q: 3 clusters Score -1.802777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18027776.000000 Penalty: 3859.058838
	Iteration 76Q: 3 clusters Score -1.802778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142814 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18027778.000000 Penalty: 3859.058838
	Iteration 77Q: 3 clusters Score -1.802778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18027778.000000 Penalty: 3859.058838
	Iteration 78Q: 3 clusters Score -1.802778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -18027782.000000 Penalty: 3859.058838
	Iteration 79Q: 3 clusters Score -1.802778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142819 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18027776.000000 Penalty: 3859.058838
	Iteration 80F: 3 clusters Score -1.802778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18027770.000000 Penalty: 3859.058838
	Iteration 81Q: 3 clusters Score -1.802777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142825 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -18027780.000000 Penalty: 3859.058838
	Iteration 82Q: 3 clusters Score -1.802778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18027778.000000 Penalty: 3859.058838
	Iteration 83Q: 3 clusters Score -1.802778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142830 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18027776.000000 Penalty: 3859.058838
	Iteration 84Q: 3 clusters Score -1.802778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18027774.000000 Penalty: 3859.058838
	Iteration 85Q: 3 clusters Score -1.802777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18027790.000000 Penalty: 3859.058838
	Iteration 86Q: 3 clusters Score -1.802779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18027790.000000 Penalty: 3859.058838
	Iteration 87F: 3 clusters Score -1.802779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (107435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Entering Unmasked Estep 
Score: -13524387.000000 Penalty: 1882.504272
	Iteration 0F: 2 clusters Score -1.352439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -13453968.000000 Penalty: 3765.008545
	Iteration 0F: 3 clusters Score -1.345397e+07 nChanged 51606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -13483598.000000 Penalty: 3765.008545
	Iteration 1F: 3 clusters Score -1.34836e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -13483979.000000 Penalty: 3765.008545
	Iteration 2Q: 3 clusters Score -1.348398e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -13484358.000000 Penalty: 3765.008545
	Iteration 3Q: 3 clusters Score -1.348436e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -13484857.000000 Penalty: 3765.008545
	Iteration 4Q: 3 clusters Score -1.348486e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -13485438.000000 Penalty: 3765.008545
	Iteration 5Q: 3 clusters Score -1.348544e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -13485960.000000 Penalty: 3765.008545
	Iteration 6Q: 3 clusters Score -1.348596e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -13486691.000000 Penalty: 3765.008545
	Iteration 7Q: 3 clusters Score -1.348669e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -13487821.000000 Penalty: 3765.008545
	Iteration 8Q: 3 clusters Score -1.348782e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -13489904.000000 Penalty: 3765.008545
	Iteration 9Q: 3 clusters Score -1.34899e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -13493332.000000 Penalty: 3765.008545
	Iteration 10F: 3 clusters Score -1.349333e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -13498757.000000 Penalty: 3765.008545
	Iteration 11F: 3 clusters Score -1.349876e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -13504981.000000 Penalty: 3765.008545
	Iteration 12F: 3 clusters Score -1.350498e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -13510577.000000 Penalty: 3765.008545
	Iteration 13F: 3 clusters Score -1.351058e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -13514961.000000 Penalty: 3765.008545
	Iteration 14Q: 3 clusters Score -1.351496e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -13518038.000000 Penalty: 3765.008545
	Iteration 15Q: 3 clusters Score -1.351804e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -13520175.000000 Penalty: 3765.008545
	Iteration 16Q: 3 clusters Score -1.352018e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -13521536.000000 Penalty: 3765.008545
	Iteration 17Q: 3 clusters Score -1.352154e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 106678 members 
Entering Unmasked Estep 
Score: -13522093.000000 Penalty: 3765.008545
	Iteration 18Q: 3 clusters Score -1.352209e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 106975 members 
Entering Unmasked Estep 
Score: -13522356.000000 Penalty: 3765.008545
	Iteration 19Q: 3 clusters Score -1.352236e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -13522484.000000 Penalty: 3765.008545
	Iteration 20F: 3 clusters Score -1.352248e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -13522566.000000 Penalty: 3765.008545
	Iteration 21Q: 3 clusters Score -1.352257e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107214 members 
Entering Unmasked Estep 
Score: -13522620.000000 Penalty: 3765.008545
	Iteration 22Q: 3 clusters Score -1.352262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -13522636.000000 Penalty: 3765.008545
	Iteration 23Q: 3 clusters Score -1.352264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -13522671.000000 Penalty: 3765.008545
	Iteration 24Q: 3 clusters Score -1.352267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -13522679.000000 Penalty: 3765.008545
	Iteration 25Q: 3 clusters Score -1.352268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -13522686.000000 Penalty: 3765.008545
	Iteration 26Q: 3 clusters Score -1.352269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -13522680.000000 Penalty: 3765.008545
	Iteration 27Q: 3 clusters Score -1.352268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -13522688.000000 Penalty: 3765.008545
	Iteration 28Q: 3 clusters Score -1.352269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -13522687.000000 Penalty: 3765.008545
	Iteration 29Q: 3 clusters Score -1.352269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -13522687.000000 Penalty: 3765.008545
	Iteration 30F: 3 clusters Score -1.352269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -18991.457031 Penalty: 995.616272
	Iteration 0F: 2 clusters Score -18991.46 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 246 members 
Entering Unmasked Estep 
Score: -18129.810547 Penalty: 1991.232544
	Iteration 0F: 3 clusters Score -18129.81 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18596.232422 Penalty: 1991.232544
	Iteration 1F: 3 clusters Score -18596.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18897.619141 Penalty: 1991.232544
	Iteration 2F: 3 clusters Score -18897.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19168.025391 Penalty: 1991.232544
	Iteration 3F: 3 clusters Score -19168.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19401.162109 Penalty: 1991.232544
	Iteration 4Q: 3 clusters Score -19401.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19478.759766 Penalty: 1991.232544
	Iteration 5Q: 3 clusters Score -19478.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19671.937500 Penalty: 1991.232544
	Iteration 6Q: 3 clusters Score -19671.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19770.332031 Penalty: 1991.232544
	Iteration 7Q: 3 clusters Score -19770.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19809.796875 Penalty: 1991.232544
	Iteration 8Q: 3 clusters Score -19809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19850.316406 Penalty: 1991.232544
	Iteration 9Q: 3 clusters Score -19850.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19903.470703 Penalty: 1991.232544
	Iteration 10Q: 3 clusters Score -19903.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19942.886719 Penalty: 1991.232544
	Iteration 11Q: 3 clusters Score -19942.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19955.054688 Penalty: 1991.232544
	Iteration 12Q: 3 clusters Score -19955.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19958.191406 Penalty: 1991.232544
	Iteration 13Q: 3 clusters Score -19958.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19970.066406 Penalty: 1991.232544
	Iteration 14Q: 3 clusters Score -19970.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19972.632812 Penalty: 1991.232544
	Iteration 15Q: 3 clusters Score -19972.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19973.822266 Penalty: 1991.232544
	Iteration 16Q: 3 clusters Score -19973.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19974.554688 Penalty: 1991.232544
	Iteration 17Q: 3 clusters Score -19974.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19978.837891 Penalty: 1991.232544
	Iteration 18F: 3 clusters Score -19978.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20044.582031 Penalty: 1991.232544
	Iteration 19Q: 3 clusters Score -20044.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20060.257812 Penalty: 1991.232544
	Iteration 20F: 3 clusters Score -20060.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20063.574219 Penalty: 1991.232544
	Iteration 21Q: 3 clusters Score -20063.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20071.652344 Penalty: 1991.232544
	Iteration 22Q: 3 clusters Score -20071.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20071.652344 Penalty: 1991.232544
	Iteration 23F: 3 clusters Score -20071.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98945 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 847 members 
Mstep: Class 36 contains 242 members 
Entering Unmasked Estep 
Score: -141724032.000000 Penalty: 81671.953125
Splitting cluster 30 changes total score from -141723648.000000 to -141724032.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 31 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -361607.156250 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -361607.2 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 1497 members 
Entering Unmasked Estep 
Score: -358850.062500 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -358850.1 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -359660.156250 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -359660.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -359852.500000 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -359852.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -359961.250000 Penalty: 2605.517578
	Iteration 3F: 3 clusters Score -359961.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -360028.875000 Penalty: 2605.517578
	Iteration 4Q: 3 clusters Score -360028.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -360079.343750 Penalty: 2605.517578
	Iteration 5Q: 3 clusters Score -360079.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -360120.406250 Penalty: 2605.517578
	Iteration 6Q: 3 clusters Score -360120.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -360146.843750 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -360146.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -360170.718750 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -360170.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -360198.000000 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -360198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -360228.687500 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -360228.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -360271.906250 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -360271.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -360333.562500 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -360333.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -360412.750000 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -360412.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -360500.218750 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -360500.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -360607.000000 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -360607 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -360702.875000 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -360702.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -360833.875000 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -360833.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -361020.125000 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -361020.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -361173.500000 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -361173.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -361291.000000 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -361291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -361360.437500 Penalty: 2605.517578
	Iteration 21Q: 3 clusters Score -361360.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -361412.968750 Penalty: 2605.517578
	Iteration 22Q: 3 clusters Score -361413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -361432.843750 Penalty: 2605.517578
	Iteration 23Q: 3 clusters Score -361432.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -361446.218750 Penalty: 2605.517578
	Iteration 24Q: 3 clusters Score -361446.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -361465.781250 Penalty: 2605.517578
	Iteration 25Q: 3 clusters Score -361465.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -361478.906250 Penalty: 2605.517578
	Iteration 26Q: 3 clusters Score -361478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -361493.500000 Penalty: 2605.517578
	Iteration 27Q: 3 clusters Score -361493.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -361504.156250 Penalty: 2605.517578
	Iteration 28Q: 3 clusters Score -361504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -361512.406250 Penalty: 2605.517578
	Iteration 29Q: 3 clusters Score -361512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -361516.406250 Penalty: 2605.517578
	Iteration 30Q: 3 clusters Score -361516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -361518.218750 Penalty: 2605.517578
	Iteration 31Q: 3 clusters Score -361518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -361519.906250 Penalty: 2605.517578
	Iteration 32Q: 3 clusters Score -361519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -361520.562500 Penalty: 2605.517578
	Iteration 33Q: 3 clusters Score -361520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -361520.531250 Penalty: 2605.517578
	Iteration 34Q: 3 clusters Score -361520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -361521.343750 Penalty: 2605.517578
	Iteration 35Q: 3 clusters Score -361521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -361521.343750 Penalty: 2605.517578
	Iteration 36F: 3 clusters Score -361521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -54347.585938 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -54347.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53330.816406 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -53330.82 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53871.054688 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -53871.05 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54410.570312 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -54410.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -54785.082031 Penalty: 2066.298828
	Iteration 3F: 3 clusters Score -54785.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54996.144531 Penalty: 2066.298828
	Iteration 4Q: 3 clusters Score -54996.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55059.074219 Penalty: 2066.298828
	Iteration 5Q: 3 clusters Score -55059.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55101.832031 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -55101.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55105.644531 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -55105.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55109.921875 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -55109.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -55122.625000 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -55122.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55137.757812 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -55137.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55142.867188 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -55142.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55150.386719 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -55150.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55152.410156 Penalty: 2066.298828
	Iteration 13Q: 3 clusters Score -55152.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55152.410156 Penalty: 2066.298828
	Iteration 14F: 3 clusters Score -55152.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 222 members 
Mstep: Class 33 contains 98945 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 847 members 
Mstep: Class 36 contains 242 members 
Mstep: Class 37 contains 355 members 
Entering Unmasked Estep 
Score: -141723456.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141723648.000000 to -141723456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (98945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Entering Unmasked Estep 
Score: -12498330.000000 Penalty: 1869.126953
	Iteration 0F: 2 clusters Score -1.249833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -12433048.000000 Penalty: 3738.253906
	Iteration 0F: 3 clusters Score -1.243305e+07 nChanged 47168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -12460336.000000 Penalty: 3738.253906
	Iteration 1F: 3 clusters Score -1.246034e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -12461241.000000 Penalty: 3738.253906
	Iteration 2Q: 3 clusters Score -1.246124e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -12462656.000000 Penalty: 3738.253906
	Iteration 3Q: 3 clusters Score -1.246266e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -12464758.000000 Penalty: 3738.253906
	Iteration 4Q: 3 clusters Score -1.246476e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -12468064.000000 Penalty: 3738.253906
	Iteration 5F: 3 clusters Score -1.246806e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -12472851.000000 Penalty: 3738.253906
	Iteration 6F: 3 clusters Score -1.247285e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -12479204.000000 Penalty: 3738.253906
	Iteration 7F: 3 clusters Score -1.24792e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -12485488.000000 Penalty: 3738.253906
	Iteration 8F: 3 clusters Score -1.248549e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -12490474.000000 Penalty: 3738.253906
	Iteration 9F: 3 clusters Score -1.249047e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -12493430.000000 Penalty: 3738.253906
	Iteration 10Q: 3 clusters Score -1.249343e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12495025.000000 Penalty: 3738.253906
	Iteration 11Q: 3 clusters Score -1.249502e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12495800.000000 Penalty: 3738.253906
	Iteration 12Q: 3 clusters Score -1.24958e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12496265.000000 Penalty: 3738.253906
	Iteration 13Q: 3 clusters Score -1.249626e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12496474.000000 Penalty: 3738.253906
	Iteration 14Q: 3 clusters Score -1.249647e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12496593.000000 Penalty: 3738.253906
	Iteration 15Q: 3 clusters Score -1.249659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12496666.000000 Penalty: 3738.253906
	Iteration 16Q: 3 clusters Score -1.249667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12496734.000000 Penalty: 3738.253906
	Iteration 17Q: 3 clusters Score -1.249673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12496743.000000 Penalty: 3738.253906
	Iteration 18Q: 3 clusters Score -1.249674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12496751.000000 Penalty: 3738.253906
	Iteration 19Q: 3 clusters Score -1.249675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12496755.000000 Penalty: 3738.253906
	Iteration 20F: 3 clusters Score -1.249676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12496771.000000 Penalty: 3738.253906
	Iteration 21Q: 3 clusters Score -1.249677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12496776.000000 Penalty: 3738.253906
	Iteration 22Q: 3 clusters Score -1.249678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12496780.000000 Penalty: 3738.253906
	Iteration 23Q: 3 clusters Score -1.249678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12496783.000000 Penalty: 3738.253906
	Iteration 24Q: 3 clusters Score -1.249678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12496800.000000 Penalty: 3738.253906
	Iteration 25Q: 3 clusters Score -1.24968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12496812.000000 Penalty: 3738.253906
	Iteration 26Q: 3 clusters Score -1.249681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98688 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12496816.000000 Penalty: 3738.253906
	Iteration 27Q: 3 clusters Score -1.249682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12496815.000000 Penalty: 3738.253906
	Iteration 28Q: 3 clusters Score -1.249682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12496815.000000 Penalty: 3738.253906
	Iteration 29Q: 3 clusters Score -1.249682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12496818.000000 Penalty: 3738.253906
	Iteration 30Q: 3 clusters Score -1.249682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12496824.000000 Penalty: 3738.253906
	Iteration 31Q: 3 clusters Score -1.249682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12496832.000000 Penalty: 3738.253906
	Iteration 32Q: 3 clusters Score -1.249683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12496832.000000 Penalty: 3738.253906
	Iteration 33F: 3 clusters Score -1.249683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19372 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16311 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 99514 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 95368 members 
Mstep: Class 15 contains 123541 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 15891 members 
Mstep: Class 19 contains 120945 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 58760 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 14484 members 
Mstep: Class 25 contains 559 members 
Mstep: Class 26 contains 16057 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 143491 members 
Mstep: Class 29 contains 107435 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 98945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724688.000000 Penalty: 81671.953125
Iteration 119Q: 37 clusters Score -1.417247e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 19363 members 
Mstep: Class 5 contains 39263 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16316 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 99554 members 
Mstep: Class 10 contains 45371 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 5605 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 95391 members 
Mstep: Class 15 contains 123469 members 
Mstep: Class 16 contains 31495 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 15892 members 
Mstep: Class 19 contains 121129 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 516 members 
Mstep: Class 22 contains 58822 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 14487 members 
Mstep: Class 25 contains 548 members 
Mstep: Class 26 contains 16080 members 
Mstep: Class 27 contains 592 members 
Mstep: Class 28 contains 143455 members 
Mstep: Class 29 contains 107401 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 565 members 
Mstep: Class 33 contains 99276 members 
Mstep: Class 34 contains 374 members 
Mstep: Class 35 contains 830 members 
Mstep: Class 36 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726720.000000 Penalty: 81671.953125
Iteration 120F: 37 clusters Score -1.417267e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 19384 members 
Mstep: Class 5 contains 39343 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 16317 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 99570 members 
Mstep: Class 10 contains 45056 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 95418 members 
Mstep: Class 15 contains 123357 members 
Mstep: Class 16 contains 31534 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 15884 members 
Mstep: Class 19 contains 121293 members 
Mstep: Class 20 contains 7210 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 58875 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 14473 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 16086 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 143381 members 
Mstep: Class 29 contains 107316 members 
Mstep: Class 30 contains 252 members 
Mstep: Class 31 contains 3071 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 99620 members 
Mstep: Class 34 contains 414 members 
Mstep: Class 35 contains 991 members 
Mstep: Class 36 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728224.000000 Penalty: 81671.953125
Iteration 121Q: 37 clusters Score -1.417282e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 19380 members 
Mstep: Class 5 contains 39451 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 99609 members 
Mstep: Class 10 contains 44744 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 95462 members 
Mstep: Class 15 contains 123264 members 
Mstep: Class 16 contains 31580 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 15874 members 
Mstep: Class 19 contains 121428 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 58940 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 14468 members 
Mstep: Class 25 contains 512 members 
Mstep: Class 26 contains 16085 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 143314 members 
Mstep: Class 29 contains 107304 members 
Mstep: Class 30 contains 257 members 
Mstep: Class 31 contains 3086 members 
Mstep: Class 32 contains 538 members 
Mstep: Class 33 contains 99919 members 
Mstep: Class 34 contains 459 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729120.000000 Penalty: 81671.953125
Iteration 122Q: 37 clusters Score -1.417291e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 19371 members 
Mstep: Class 5 contains 39564 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 16355 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 99634 members 
Mstep: Class 10 contains 44462 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5620 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 95502 members 
Mstep: Class 15 contains 123128 members 
Mstep: Class 16 contains 31637 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 15860 members 
Mstep: Class 19 contains 121536 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 499 members 
Mstep: Class 22 contains 59016 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 14462 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 16092 members 
Mstep: Class 27 contains 653 members 
Mstep: Class 28 contains 143252 members 
Mstep: Class 29 contains 107288 members 
Mstep: Class 30 contains 257 members 
Mstep: Class 31 contains 3101 members 
Mstep: Class 32 contains 532 members 
Mstep: Class 33 contains 100262 members 
Mstep: Class 34 contains 522 members 
Mstep: Class 35 contains 1094 members 
Mstep: Class 36 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729504.000000 Penalty: 81671.953125
Iteration 123Q: 37 clusters Score -1.417295e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 8137 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 19362 members 
Mstep: Class 5 contains 39668 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 16360 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 99669 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 1612 members 
Mstep: Class 14 contains 95530 members 
Mstep: Class 15 contains 122989 members 
Mstep: Class 16 contains 31710 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 15860 members 
Mstep: Class 19 contains 121637 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59083 members 
Mstep: Class 23 contains 2302 members 
Mstep: Class 24 contains 14460 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16108 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 143177 members 
Mstep: Class 29 contains 107308 members 
Mstep: Class 30 contains 252 members 
Mstep: Class 31 contains 3121 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 100593 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730064.000000 Penalty: 81671.953125
Iteration 124Q: 37 clusters Score -1.417301e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 19352 members 
Mstep: Class 5 contains 39757 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 16375 members 
Mstep: Class 8 contains 3289 members 
Mstep: Class 9 contains 99712 members 
Mstep: Class 10 contains 43828 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 5635 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 95572 members 
Mstep: Class 15 contains 122891 members 
Mstep: Class 16 contains 31766 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 15851 members 
Mstep: Class 19 contains 121747 members 
Mstep: Class 20 contains 7149 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 59142 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 14463 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 16118 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 143117 members 
Mstep: Class 29 contains 107333 members 
Mstep: Class 30 contains 252 members 
Mstep: Class 31 contains 3138 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 100881 members 
Mstep: Class 34 contains 574 members 
Mstep: Class 35 contains 1123 members 
Mstep: Class 36 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730352.000000 Penalty: 81671.953125
Iteration 125Q: 37 clusters Score -1.417304e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 8141 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 19343 members 
Mstep: Class 5 contains 39855 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 16390 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 99758 members 
Mstep: Class 10 contains 43510 members 
Mstep: Class 11 contains 599 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 1596 members 
Mstep: Class 14 contains 95610 members 
Mstep: Class 15 contains 122832 members 
Mstep: Class 16 contains 31826 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 15852 members 
Mstep: Class 19 contains 121863 members 
Mstep: Class 20 contains 7138 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 59251 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 14458 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 16127 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 143003 members 
Mstep: Class 29 contains 107306 members 
Mstep: Class 30 contains 252 members 
Mstep: Class 31 contains 3148 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 101150 members 
Mstep: Class 34 contains 582 members 
Mstep: Class 35 contains 1131 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730160.000000 Penalty: 81671.953125
Iteration 126Q: 37 clusters Score -1.417302e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 8148 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 19344 members 
Mstep: Class 5 contains 39950 members 
Mstep: Class 6 contains 230 members 
Mstep: Class 7 contains 16399 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 99819 members 
Mstep: Class 10 contains 43218 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5652 members 
Mstep: Class 13 contains 1589 members 
Mstep: Class 14 contains 95654 members 
Mstep: Class 15 contains 122743 members 
Mstep: Class 16 contains 31882 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 15853 members 
Mstep: Class 19 contains 121895 members 
Mstep: Class 20 contains 7124 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 59354 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 14450 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 16142 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 142944 members 
Mstep: Class 29 contains 107272 members 
Mstep: Class 30 contains 251 members 
Mstep: Class 31 contains 3158 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 101426 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 1142 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730528.000000 Penalty: 81671.953125
Iteration 127Q: 37 clusters Score -1.417305e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 8155 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 19327 members 
Mstep: Class 5 contains 40044 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 99878 members 
Mstep: Class 10 contains 42917 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 5660 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 95701 members 
Mstep: Class 15 contains 122691 members 
Mstep: Class 16 contains 31947 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 15851 members 
Mstep: Class 19 contains 121898 members 
Mstep: Class 20 contains 7115 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 59459 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 14444 members 
Mstep: Class 25 contains 495 members 
Mstep: Class 26 contains 16150 members 
Mstep: Class 27 contains 631 members 
Mstep: Class 28 contains 142903 members 
Mstep: Class 29 contains 107215 members 
Mstep: Class 30 contains 251 members 
Mstep: Class 31 contains 3169 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 101722 members 
Mstep: Class 34 contains 593 members 
Mstep: Class 35 contains 1151 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730592.000000 Penalty: 81671.953125
Iteration 128Q: 37 clusters Score -1.417306e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 19306 members 
Mstep: Class 5 contains 40127 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16406 members 
Mstep: Class 8 contains 3277 members 
Mstep: Class 9 contains 99927 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5671 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 14 contains 95726 members 
Mstep: Class 15 contains 122601 members 
Mstep: Class 16 contains 32024 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 15833 members 
Mstep: Class 19 contains 121921 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59545 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 14440 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 16155 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 142908 members 
Mstep: Class 29 contains 107196 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3186 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 102005 members 
Mstep: Class 34 contains 597 members 
Mstep: Class 35 contains 1153 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730256.000000 Penalty: 81671.953125
Iteration 129Q: 37 clusters Score -1.417303e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 19286 members 
Mstep: Class 5 contains 40203 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 8 contains 3277 members 
Mstep: Class 9 contains 99972 members 
Mstep: Class 10 contains 42375 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5678 members 
Mstep: Class 13 contains 1578 members 
Mstep: Class 14 contains 95747 members 
Mstep: Class 15 contains 122557 members 
Mstep: Class 16 contains 32094 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15821 members 
Mstep: Class 19 contains 121928 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59606 members 
Mstep: Class 23 contains 2312 members 
Mstep: Class 24 contains 14433 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16172 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 142895 members 
Mstep: Class 29 contains 107158 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3206 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 102286 members 
Mstep: Class 34 contains 596 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730528.000000 Penalty: 81671.953125
Iteration 130Q: 37 clusters Score -1.417305e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 40287 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16423 members 
Mstep: Class 8 contains 3282 members 
Mstep: Class 9 contains 100000 members 
Mstep: Class 10 contains 42120 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5684 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 95776 members 
Mstep: Class 15 contains 122446 members 
Mstep: Class 16 contains 32162 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15821 members 
Mstep: Class 19 contains 121925 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59673 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 14426 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16188 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 142879 members 
Mstep: Class 29 contains 107142 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3234 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 102558 members 
Mstep: Class 34 contains 597 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730288.000000 Penalty: 81671.953125
Iteration 131Q: 37 clusters Score -1.417303e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 40353 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16433 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 100026 members 
Mstep: Class 10 contains 41849 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 95810 members 
Mstep: Class 15 contains 122326 members 
Mstep: Class 16 contains 32216 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15806 members 
Mstep: Class 19 contains 121913 members 
Mstep: Class 20 contains 7065 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59729 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 14418 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16203 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 142897 members 
Mstep: Class 29 contains 107181 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3264 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 102837 members 
Mstep: Class 34 contains 598 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730528.000000 Penalty: 81671.953125
Iteration 132Q: 37 clusters Score -1.417305e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 8169 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 19263 members 
Mstep: Class 5 contains 40389 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16448 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 100068 members 
Mstep: Class 10 contains 41587 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5699 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 95849 members 
Mstep: Class 15 contains 122209 members 
Mstep: Class 16 contains 32271 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15774 members 
Mstep: Class 19 contains 121877 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59790 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 14409 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16213 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 142913 members 
Mstep: Class 29 contains 107226 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3299 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 103150 members 
Mstep: Class 34 contains 599 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730512.000000 Penalty: 81671.953125
Iteration 133Q: 37 clusters Score -1.417305e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 8170 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 19260 members 
Mstep: Class 5 contains 40431 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16462 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 100092 members 
Mstep: Class 10 contains 41326 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 95884 members 
Mstep: Class 15 contains 122090 members 
Mstep: Class 16 contains 32317 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15758 members 
Mstep: Class 19 contains 121772 members 
Mstep: Class 20 contains 7045 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59850 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 14398 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16227 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 142986 members 
Mstep: Class 29 contains 107350 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3333 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 103403 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730448.000000 Penalty: 81671.953125
Iteration 134Q: 37 clusters Score -1.417304e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 40459 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16462 members 
Mstep: Class 8 contains 3284 members 
Mstep: Class 9 contains 100113 members 
Mstep: Class 10 contains 41076 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 95924 members 
Mstep: Class 15 contains 122043 members 
Mstep: Class 16 contains 32351 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15752 members 
Mstep: Class 19 contains 121641 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59900 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 14396 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16229 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 143046 members 
Mstep: Class 29 contains 107436 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3352 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 103673 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730304.000000 Penalty: 81671.953125
Iteration 135Q: 37 clusters Score -1.417303e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 40519 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16469 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 100138 members 
Mstep: Class 10 contains 40827 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 95978 members 
Mstep: Class 15 contains 121941 members 
Mstep: Class 16 contains 32403 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15745 members 
Mstep: Class 19 contains 121496 members 
Mstep: Class 20 contains 7024 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59969 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 14386 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16236 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 143127 members 
Mstep: Class 29 contains 107544 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3368 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 103896 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 1160 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730112.000000 Penalty: 81671.953125
Iteration 136Q: 37 clusters Score -1.417301e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 8173 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 19262 members 
Mstep: Class 5 contains 40581 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16480 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 100150 members 
Mstep: Class 10 contains 40561 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 96015 members 
Mstep: Class 15 contains 121892 members 
Mstep: Class 16 contains 32460 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15747 members 
Mstep: Class 19 contains 121354 members 
Mstep: Class 20 contains 7012 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 60059 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 14373 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16253 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 143227 members 
Mstep: Class 29 contains 107669 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3382 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 104081 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730256.000000 Penalty: 81671.953125
Iteration 137Q: 37 clusters Score -1.417303e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 8173 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 19254 members 
Mstep: Class 5 contains 40638 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16493 members 
Mstep: Class 8 contains 3284 members 
Mstep: Class 9 contains 100166 members 
Mstep: Class 10 contains 40321 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5726 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 96047 members 
Mstep: Class 15 contains 121756 members 
Mstep: Class 16 contains 32517 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15732 members 
Mstep: Class 19 contains 121213 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 60164 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 14366 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16269 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 143295 members 
Mstep: Class 29 contains 107816 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 104273 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729808.000000 Penalty: 81671.953125
Iteration 138Q: 37 clusters Score -1.417298e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 8176 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 19251 members 
Mstep: Class 5 contains 40685 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 3282 members 
Mstep: Class 9 contains 100185 members 
Mstep: Class 10 contains 40049 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5729 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 96098 members 
Mstep: Class 15 contains 121656 members 
Mstep: Class 16 contains 32575 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15721 members 
Mstep: Class 19 contains 121057 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 60263 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 14364 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16275 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 143344 members 
Mstep: Class 29 contains 107997 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3430 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 104466 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730048.000000 Penalty: 81671.953125
Iteration 139Q: 37 clusters Score -1.4173e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 40719 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 3286 members 
Mstep: Class 9 contains 100197 members 
Mstep: Class 10 contains 39780 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5734 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 96155 members 
Mstep: Class 15 contains 121513 members 
Mstep: Class 16 contains 32628 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15709 members 
Mstep: Class 19 contains 120909 members 
Mstep: Class 20 contains 6970 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 60369 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14361 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16283 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 143392 members 
Mstep: Class 29 contains 108201 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 3447 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 104649 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730640.000000 Penalty: 81671.953125
Iteration 140F: 37 clusters Score -1.417306e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 19239 members 
Mstep: Class 5 contains 40762 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 100200 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 96230 members 
Mstep: Class 15 contains 121402 members 
Mstep: Class 16 contains 32670 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 15698 members 
Mstep: Class 19 contains 120729 members 
Mstep: Class 20 contains 6963 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 60449 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 14357 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16270 members 
Mstep: Class 27 contains 644 members 
Mstep: Class 28 contains 143432 members 
Mstep: Class 29 contains 108468 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 3462 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 104835 members 
Mstep: Class 34 contains 618 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731568.000000 Penalty: 81671.953125
Iteration 141Q: 37 clusters Score -1.417316e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 40797 members 
Mstep: Class 6 contains 233 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 3277 members 
Mstep: Class 9 contains 100186 members 
Mstep: Class 10 contains 39158 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5744 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 96311 members 
Mstep: Class 15 contains 121340 members 
Mstep: Class 16 contains 32716 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 15679 members 
Mstep: Class 19 contains 120521 members 
Mstep: Class 20 contains 6960 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 60528 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 14357 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16268 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 143494 members 
Mstep: Class 29 contains 108741 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 3486 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 105008 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 1161 members 
Mstep: Class 36 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731744.000000 Penalty: 81671.953125
Iteration 142Q: 37 clusters Score -1.417317e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 19220 members 
Mstep: Class 5 contains 40837 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 100162 members 
Mstep: Class 10 contains 38817 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5753 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 96390 members 
Mstep: Class 15 contains 121242 members 
Mstep: Class 16 contains 32754 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 15665 members 
Mstep: Class 19 contains 120303 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 60630 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14352 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 16271 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 143597 members 
Mstep: Class 29 contains 109009 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 3505 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 105176 members 
Mstep: Class 34 contains 645 members 
Mstep: Class 35 contains 1166 members 
Mstep: Class 36 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731488.000000 Penalty: 81671.953125
Iteration 143Q: 37 clusters Score -1.417315e+08 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 19211 members 
Mstep: Class 5 contains 40865 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16489 members 
Mstep: Class 8 contains 3273 members 
Mstep: Class 9 contains 100162 members 
Mstep: Class 10 contains 38508 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 96468 members 
Mstep: Class 15 contains 121188 members 
Mstep: Class 16 contains 32781 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 15653 members 
Mstep: Class 19 contains 120074 members 
Mstep: Class 20 contains 6948 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 60720 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 14352 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 16279 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 143681 members 
Mstep: Class 29 contains 109298 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3513 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 105308 members 
Mstep: Class 34 contains 661 members 
Mstep: Class 35 contains 1170 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731744.000000 Penalty: 81671.953125
Iteration 144Q: 37 clusters Score -1.417317e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 40896 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16496 members 
Mstep: Class 8 contains 3273 members 
Mstep: Class 9 contains 100149 members 
Mstep: Class 10 contains 38198 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 5764 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 96530 members 
Mstep: Class 15 contains 121096 members 
Mstep: Class 16 contains 32830 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 15644 members 
Mstep: Class 19 contains 119857 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 60796 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 16289 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 143764 members 
Mstep: Class 29 contains 109566 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3523 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 105490 members 
Mstep: Class 34 contains 673 members 
Mstep: Class 35 contains 1171 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731536.000000 Penalty: 81671.953125
Iteration 145Q: 37 clusters Score -1.417315e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 19191 members 
Mstep: Class 5 contains 40921 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16500 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 100132 members 
Mstep: Class 10 contains 37890 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5771 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 96580 members 
Mstep: Class 15 contains 120975 members 
Mstep: Class 16 contains 32873 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15624 members 
Mstep: Class 19 contains 119650 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 60877 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 14325 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 16285 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 143843 members 
Mstep: Class 29 contains 109855 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3551 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 105666 members 
Mstep: Class 34 contains 678 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731280.000000 Penalty: 81671.953125
Iteration 146Q: 37 clusters Score -1.417313e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 19194 members 
Mstep: Class 5 contains 40935 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16518 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 100111 members 
Mstep: Class 10 contains 37583 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5777 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 96632 members 
Mstep: Class 15 contains 120887 members 
Mstep: Class 16 contains 32922 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15588 members 
Mstep: Class 19 contains 119437 members 
Mstep: Class 20 contains 6940 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 60956 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 14307 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 16289 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 143867 members 
Mstep: Class 29 contains 110195 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3581 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 105819 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731456.000000 Penalty: 81671.953125
Iteration 147Q: 37 clusters Score -1.417315e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 8176 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 19194 members 
Mstep: Class 5 contains 40941 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16534 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 100102 members 
Mstep: Class 10 contains 37273 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5780 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 96683 members 
Mstep: Class 15 contains 120744 members 
Mstep: Class 16 contains 32961 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15546 members 
Mstep: Class 19 contains 119217 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61046 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 14293 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 16286 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 143899 members 
Mstep: Class 29 contains 110588 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3605 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 105990 members 
Mstep: Class 34 contains 682 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731680.000000 Penalty: 81671.953125
Iteration 148Q: 37 clusters Score -1.417317e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 40956 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16539 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 100083 members 
Mstep: Class 10 contains 36974 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5784 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 96727 members 
Mstep: Class 15 contains 120624 members 
Mstep: Class 16 contains 33004 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15516 members 
Mstep: Class 19 contains 118972 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61132 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 14293 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 16283 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 143963 members 
Mstep: Class 29 contains 110876 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3629 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 106185 members 
Mstep: Class 34 contains 683 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731664.000000 Penalty: 81671.953125
Iteration 149Q: 37 clusters Score -1.417317e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 19189 members 
Mstep: Class 5 contains 40970 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16551 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 100061 members 
Mstep: Class 10 contains 36667 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 5788 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 96781 members 
Mstep: Class 15 contains 120563 members 
Mstep: Class 16 contains 33041 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15483 members 
Mstep: Class 19 contains 118708 members 
Mstep: Class 20 contains 6918 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61205 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 14290 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16278 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 144073 members 
Mstep: Class 29 contains 111097 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3652 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 106404 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1170 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731488.000000 Penalty: 81671.953125
Iteration 150Q: 37 clusters Score -1.417315e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 8176 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 19180 members 
Mstep: Class 5 contains 40954 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16554 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 100052 members 
Mstep: Class 10 contains 36373 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 96828 members 
Mstep: Class 15 contains 120401 members 
Mstep: Class 16 contains 33078 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15452 members 
Mstep: Class 19 contains 118536 members 
Mstep: Class 20 contains 6912 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61292 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 14290 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16275 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 144171 members 
Mstep: Class 29 contains 111304 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3683 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 106642 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1172 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731616.000000 Penalty: 81671.953125
Iteration 151Q: 37 clusters Score -1.417316e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 19164 members 
Mstep: Class 5 contains 40941 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16566 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 100049 members 
Mstep: Class 10 contains 36060 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 96891 members 
Mstep: Class 15 contains 120295 members 
Mstep: Class 16 contains 33132 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15422 members 
Mstep: Class 19 contains 118308 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61395 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 14293 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16283 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 144283 members 
Mstep: Class 29 contains 111474 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3694 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 106866 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1172 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731600.000000 Penalty: 81671.953125
Iteration 152Q: 37 clusters Score -1.417316e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 40929 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16576 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 100046 members 
Mstep: Class 10 contains 35724 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 96956 members 
Mstep: Class 15 contains 120204 members 
Mstep: Class 16 contains 33190 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15382 members 
Mstep: Class 19 contains 118117 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61508 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 14294 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16294 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 144360 members 
Mstep: Class 29 contains 111678 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3702 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 107068 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1173 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731680.000000 Penalty: 81671.953125
Iteration 153Q: 37 clusters Score -1.417317e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 19142 members 
Mstep: Class 5 contains 40916 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 100024 members 
Mstep: Class 10 contains 35385 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97004 members 
Mstep: Class 15 contains 120153 members 
Mstep: Class 16 contains 33243 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15346 members 
Mstep: Class 19 contains 117969 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61600 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14288 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16291 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 144413 members 
Mstep: Class 29 contains 111885 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3724 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 107253 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731408.000000 Penalty: 81671.953125
Iteration 154Q: 37 clusters Score -1.417314e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 1826 members 
Mstep: Class 4 contains 19122 members 
Mstep: Class 5 contains 40921 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16599 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 99997 members 
Mstep: Class 10 contains 35047 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97045 members 
Mstep: Class 15 contains 120050 members 
Mstep: Class 16 contains 33287 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 117822 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61698 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14285 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16287 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 144492 members 
Mstep: Class 29 contains 112055 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 107457 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731408.000000 Penalty: 81671.953125
Iteration 155Q: 37 clusters Score -1.417314e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 8176 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 19095 members 
Mstep: Class 5 contains 40923 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16617 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 99974 members 
Mstep: Class 10 contains 34750 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97073 members 
Mstep: Class 15 contains 119965 members 
Mstep: Class 16 contains 33335 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 117694 members 
Mstep: Class 20 contains 6909 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61778 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 14285 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16282 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 144561 members 
Mstep: Class 29 contains 112203 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 107668 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731120.000000 Penalty: 81671.953125
Iteration 156Q: 37 clusters Score -1.417311e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 19073 members 
Mstep: Class 5 contains 40936 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16625 members 
Mstep: Class 8 contains 3266 members 
Mstep: Class 9 contains 99952 members 
Mstep: Class 10 contains 34426 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97104 members 
Mstep: Class 15 contains 119972 members 
Mstep: Class 16 contains 33392 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15264 members 
Mstep: Class 19 contains 117568 members 
Mstep: Class 20 contains 6913 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61826 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 14277 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16281 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144601 members 
Mstep: Class 29 contains 112282 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3842 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 107904 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731280.000000 Penalty: 81671.953125
Iteration 157Q: 37 clusters Score -1.417313e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8181 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 19046 members 
Mstep: Class 5 contains 40950 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16642 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 34114 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97129 members 
Mstep: Class 15 contains 119946 members 
Mstep: Class 16 contains 33440 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15221 members 
Mstep: Class 19 contains 117466 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61911 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 14265 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16287 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144661 members 
Mstep: Class 29 contains 112276 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3895 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108152 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731184.000000 Penalty: 81671.953125
Iteration 158Q: 37 clusters Score -1.417312e+08 nChanged 2900
Entering ConstructFrom: 
Score: -141731184.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (65479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Entering Unmasked Estep 
Score: -8285138.500000 Penalty: 1802.041382
	Iteration 0F: 2 clusters Score -8285138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -8241404.000000 Penalty: 3604.082764
	Iteration 0F: 3 clusters Score -8241404 nChanged 31114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -8259126.500000 Penalty: 3604.082764
	Iteration 1F: 3 clusters Score -8259126 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -8259749.000000 Penalty: 3604.082764
	Iteration 2Q: 3 clusters Score -8259749 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -8260684.000000 Penalty: 3604.082764
	Iteration 3Q: 3 clusters Score -8260684 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -8262139.000000 Penalty: 3604.082764
	Iteration 4Q: 3 clusters Score -8262139 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -8264303.000000 Penalty: 3604.082764
	Iteration 5F: 3 clusters Score -8264303 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -8267281.000000 Penalty: 3604.082764
	Iteration 6F: 3 clusters Score -8267281 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -8270544.000000 Penalty: 3604.082764
	Iteration 7F: 3 clusters Score -8270544 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -8273226.500000 Penalty: 3604.082764
	Iteration 8F: 3 clusters Score -8273226 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -8274590.500000 Penalty: 3604.082764
	Iteration 9Q: 3 clusters Score -8274590 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -8275333.500000 Penalty: 3604.082764
	Iteration 10Q: 3 clusters Score -8275334 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -8275713.500000 Penalty: 3604.082764
	Iteration 11Q: 3 clusters Score -8275714 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -8276066.000000 Penalty: 3604.082764
	Iteration 12Q: 3 clusters Score -8276066 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8276292.500000 Penalty: 3604.082764
	Iteration 13Q: 3 clusters Score -8276292 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -8276545.500000 Penalty: 3604.082764
	Iteration 14Q: 3 clusters Score -8276546 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -8276703.000000 Penalty: 3604.082764
	Iteration 15Q: 3 clusters Score -8276703 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -8276876.000000 Penalty: 3604.082764
	Iteration 16Q: 3 clusters Score -8276876 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -8277079.500000 Penalty: 3604.082764
	Iteration 17Q: 3 clusters Score -8277080 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8277223.500000 Penalty: 3604.082764
	Iteration 18Q: 3 clusters Score -8277224 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8277329.500000 Penalty: 3604.082764
	Iteration 19Q: 3 clusters Score -8277330 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8277474.000000 Penalty: 3604.082764
	Iteration 20F: 3 clusters Score -8277474 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -8277627.000000 Penalty: 3604.082764
	Iteration 21Q: 3 clusters Score -8277627 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8277783.000000 Penalty: 3604.082764
	Iteration 22Q: 3 clusters Score -8277783 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8277859.500000 Penalty: 3604.082764
	Iteration 23Q: 3 clusters Score -8277860 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -8277944.500000 Penalty: 3604.082764
	Iteration 24Q: 3 clusters Score -8277944 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8278069.000000 Penalty: 3604.082764
	Iteration 25Q: 3 clusters Score -8278069 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -8278169.500000 Penalty: 3604.082764
	Iteration 26Q: 3 clusters Score -8278170 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -8278265.500000 Penalty: 3604.082764
	Iteration 27Q: 3 clusters Score -8278266 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -8278342.500000 Penalty: 3604.082764
	Iteration 28Q: 3 clusters Score -8278342 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8278401.000000 Penalty: 3604.082764
	Iteration 29Q: 3 clusters Score -8278401 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8278528.500000 Penalty: 3604.082764
	Iteration 30Q: 3 clusters Score -8278528 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -8278603.000000 Penalty: 3604.082764
	Iteration 31Q: 3 clusters Score -8278603 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -8278669.500000 Penalty: 3604.082764
	Iteration 32Q: 3 clusters Score -8278670 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -8278766.500000 Penalty: 3604.082764
	Iteration 33Q: 3 clusters Score -8278766 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -8278926.500000 Penalty: 3604.082764
	Iteration 34Q: 3 clusters Score -8278926 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -8279014.500000 Penalty: 3604.082764
	Iteration 35Q: 3 clusters Score -8279014 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -8279114.000000 Penalty: 3604.082764
	Iteration 36Q: 3 clusters Score -8279114 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8279235.500000 Penalty: 3604.082764
	Iteration 37Q: 3 clusters Score -8279236 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -8279344.500000 Penalty: 3604.082764
	Iteration 38Q: 3 clusters Score -8279344 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -8279470.500000 Penalty: 3604.082764
	Iteration 39Q: 3 clusters Score -8279470 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -8279636.500000 Penalty: 3604.082764
	Iteration 40F: 3 clusters Score -8279636 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -8279794.500000 Penalty: 3604.082764
	Iteration 41Q: 3 clusters Score -8279794 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -8279992.500000 Penalty: 3604.082764
	Iteration 42Q: 3 clusters Score -8279992 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -8280164.500000 Penalty: 3604.082764
	Iteration 43Q: 3 clusters Score -8280164 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -8280356.500000 Penalty: 3604.082764
	Iteration 44Q: 3 clusters Score -8280356 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8280508.500000 Penalty: 3604.082764
	Iteration 45Q: 3 clusters Score -8280508 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -8280693.000000 Penalty: 3604.082764
	Iteration 46Q: 3 clusters Score -8280693 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -8280875.500000 Penalty: 3604.082764
	Iteration 47Q: 3 clusters Score -8280876 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -8281107.500000 Penalty: 3604.082764
	Iteration 48Q: 3 clusters Score -8281108 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -8281316.000000 Penalty: 3604.082764
	Iteration 49Q: 3 clusters Score -8281316 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -8281563.500000 Penalty: 3604.082764
	Iteration 50Q: 3 clusters Score -8281564 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -8281763.000000 Penalty: 3604.082764
	Iteration 51Q: 3 clusters Score -8281763 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -8281942.000000 Penalty: 3604.082764
	Iteration 52Q: 3 clusters Score -8281942 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8282151.000000 Penalty: 3604.082764
	Iteration 53Q: 3 clusters Score -8282151 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -8282324.000000 Penalty: 3604.082764
	Iteration 54Q: 3 clusters Score -8282324 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8282475.000000 Penalty: 3604.082764
	Iteration 55Q: 3 clusters Score -8282475 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8282599.000000 Penalty: 3604.082764
	Iteration 56Q: 3 clusters Score -8282599 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8282725.500000 Penalty: 3604.082764
	Iteration 57Q: 3 clusters Score -8282726 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8282835.000000 Penalty: 3604.082764
	Iteration 58Q: 3 clusters Score -8282835 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8282926.500000 Penalty: 3604.082764
	Iteration 59Q: 3 clusters Score -8282926 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8283010.500000 Penalty: 3604.082764
	Iteration 60F: 3 clusters Score -8283010 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8283099.000000 Penalty: 3604.082764
	Iteration 61Q: 3 clusters Score -8283099 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8283190.500000 Penalty: 3604.082764
	Iteration 62Q: 3 clusters Score -8283190 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8283266.500000 Penalty: 3604.082764
	Iteration 63Q: 3 clusters Score -8283266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8283310.000000 Penalty: 3604.082764
	Iteration 64Q: 3 clusters Score -8283310 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8283333.000000 Penalty: 3604.082764
	Iteration 65Q: 3 clusters Score -8283333 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8283383.000000 Penalty: 3604.082764
	Iteration 66Q: 3 clusters Score -8283383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8283408.500000 Penalty: 3604.082764
	Iteration 67Q: 3 clusters Score -8283408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8283458.500000 Penalty: 3604.082764
	Iteration 68Q: 3 clusters Score -8283458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8283478.500000 Penalty: 3604.082764
	Iteration 69Q: 3 clusters Score -8283478 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8283513.500000 Penalty: 3604.082764
	Iteration 70Q: 3 clusters Score -8283514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8283551.000000 Penalty: 3604.082764
	Iteration 71Q: 3 clusters Score -8283551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8283563.500000 Penalty: 3604.082764
	Iteration 72Q: 3 clusters Score -8283564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8283581.000000 Penalty: 3604.082764
	Iteration 73Q: 3 clusters Score -8283581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8283600.000000 Penalty: 3604.082764
	Iteration 74Q: 3 clusters Score -8283600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8283612.500000 Penalty: 3604.082764
	Iteration 75Q: 3 clusters Score -8283612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8283631.500000 Penalty: 3604.082764
	Iteration 76Q: 3 clusters Score -8283632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8283648.500000 Penalty: 3604.082764
	Iteration 77Q: 3 clusters Score -8283648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8283657.500000 Penalty: 3604.082764
	Iteration 78Q: 3 clusters Score -8283658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8283663.000000 Penalty: 3604.082764
	Iteration 79Q: 3 clusters Score -8283663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8283685.500000 Penalty: 3604.082764
	Iteration 80F: 3 clusters Score -8283686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8283689.500000 Penalty: 3604.082764
	Iteration 81Q: 3 clusters Score -8283690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8283686.000000 Penalty: 3604.082764
	Iteration 82Q: 3 clusters Score -8283686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8283695.000000 Penalty: 3604.082764
	Iteration 83Q: 3 clusters Score -8283695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8283709.000000 Penalty: 3604.082764
	Iteration 84Q: 3 clusters Score -8283709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8283719.000000 Penalty: 3604.082764
	Iteration 85Q: 3 clusters Score -8283719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8283712.500000 Penalty: 3604.082764
	Iteration 86Q: 3 clusters Score -8283712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8283722.500000 Penalty: 3604.082764
	Iteration 87Q: 3 clusters Score -8283722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8283729.500000 Penalty: 3604.082764
	Iteration 88Q: 3 clusters Score -8283730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8283725.000000 Penalty: 3604.082764
	Iteration 89Q: 3 clusters Score -8283725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8283730.000000 Penalty: 3604.082764
	Iteration 90Q: 3 clusters Score -8283730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8283720.000000 Penalty: 3604.082764
	Iteration 91Q: 3 clusters Score -8283720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8283729.000000 Penalty: 3604.082764
	Iteration 92Q: 3 clusters Score -8283729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8283729.000000 Penalty: 3604.082764
	Iteration 93Q: 3 clusters Score -8283729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8283739.500000 Penalty: 3604.082764
	Iteration 94Q: 3 clusters Score -8283740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8283741.000000 Penalty: 3604.082764
	Iteration 95Q: 3 clusters Score -8283741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8283751.000000 Penalty: 3604.082764
	Iteration 96Q: 3 clusters Score -8283751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8283758.000000 Penalty: 3604.082764
	Iteration 97Q: 3 clusters Score -8283758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8283752.000000 Penalty: 3604.082764
	Iteration 98Q: 3 clusters Score -8283752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8283751.000000 Penalty: 3604.082764
	Iteration 99Q: 3 clusters Score -8283751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8283752.000000 Penalty: 3604.082764
	Iteration 100F: 3 clusters Score -8283752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Entering Unmasked Estep 
Score: -1018916.000000 Penalty: 1464.074951
	Iteration 0F: 2 clusters Score -1018916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1012918.125000 Penalty: 2928.149902
	Iteration 0F: 3 clusters Score -1012918 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1014906.437500 Penalty: 2928.149902
	Iteration 1F: 3 clusters Score -1014906 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1015238.125000 Penalty: 2928.149902
	Iteration 2F: 3 clusters Score -1015238 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1015540.875000 Penalty: 2928.149902
	Iteration 3F: 3 clusters Score -1015541 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1015833.562500 Penalty: 2928.149902
	Iteration 4F: 3 clusters Score -1015834 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1016123.562500 Penalty: 2928.149902
	Iteration 5F: 3 clusters Score -1016124 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1016401.250000 Penalty: 2928.149902
	Iteration 6Q: 3 clusters Score -1016401 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1016674.000000 Penalty: 2928.149902
	Iteration 7Q: 3 clusters Score -1016674 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1016906.625000 Penalty: 2928.149902
	Iteration 8Q: 3 clusters Score -1016907 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1017070.687500 Penalty: 2928.149902
	Iteration 9Q: 3 clusters Score -1017071 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1017221.250000 Penalty: 2928.149902
	Iteration 10Q: 3 clusters Score -1017221 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1017347.812500 Penalty: 2928.149902
	Iteration 11Q: 3 clusters Score -1017348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1017439.250000 Penalty: 2928.149902
	Iteration 12Q: 3 clusters Score -1017439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1017512.125000 Penalty: 2928.149902
	Iteration 13Q: 3 clusters Score -1017512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1017569.437500 Penalty: 2928.149902
	Iteration 14Q: 3 clusters Score -1017569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1017602.562500 Penalty: 2928.149902
	Iteration 15Q: 3 clusters Score -1017603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1017632.437500 Penalty: 2928.149902
	Iteration 16Q: 3 clusters Score -1017632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1017663.187500 Penalty: 2928.149902
	Iteration 17Q: 3 clusters Score -1017663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1017689.875000 Penalty: 2928.149902
	Iteration 18Q: 3 clusters Score -1017690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1017704.750000 Penalty: 2928.149902
	Iteration 19Q: 3 clusters Score -1017705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1017714.250000 Penalty: 2928.149902
	Iteration 20F: 3 clusters Score -1017714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1017722.875000 Penalty: 2928.149902
	Iteration 21Q: 3 clusters Score -1017723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1017734.937500 Penalty: 2928.149902
	Iteration 22Q: 3 clusters Score -1017735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1017748.937500 Penalty: 2928.149902
	Iteration 23Q: 3 clusters Score -1017749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1017753.937500 Penalty: 2928.149902
	Iteration 24Q: 3 clusters Score -1017754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1017758.375000 Penalty: 2928.149902
	Iteration 25Q: 3 clusters Score -1017758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1017761.312500 Penalty: 2928.149902
	Iteration 26Q: 3 clusters Score -1017761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1017766.250000 Penalty: 2928.149902
	Iteration 27Q: 3 clusters Score -1017766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1017770.125000 Penalty: 2928.149902
	Iteration 28Q: 3 clusters Score -1017770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1017771.312500 Penalty: 2928.149902
	Iteration 29Q: 3 clusters Score -1017771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1017771.937500 Penalty: 2928.149902
	Iteration 30Q: 3 clusters Score -1017772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1017775.562500 Penalty: 2928.149902
	Iteration 31Q: 3 clusters Score -1017776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1017776.437500 Penalty: 2928.149902
	Iteration 32Q: 3 clusters Score -1017776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1017784.125000 Penalty: 2928.149902
	Iteration 33Q: 3 clusters Score -1017784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1017800.125000 Penalty: 2928.149902
	Iteration 34Q: 3 clusters Score -1017800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1017809.687500 Penalty: 2928.149902
	Iteration 35Q: 3 clusters Score -1017810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1017815.062500 Penalty: 2928.149902
	Iteration 36Q: 3 clusters Score -1017815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1017818.125000 Penalty: 2928.149902
	Iteration 37Q: 3 clusters Score -1017818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1017818.187500 Penalty: 2928.149902
	Iteration 38Q: 3 clusters Score -1017818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1017818.562500 Penalty: 2928.149902
	Iteration 39Q: 3 clusters Score -1017819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1017819.437500 Penalty: 2928.149902
	Iteration 40F: 3 clusters Score -1017819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -207039.156250 Penalty: 1221.685425
	Iteration 0F: 2 clusters Score -207039.2 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 912 members 
Entering Unmasked Estep 
Score: -205125.765625 Penalty: 2443.370850
	Iteration 0F: 3 clusters Score -205125.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -205766.421875 Penalty: 2443.370850
	Iteration 1F: 3 clusters Score -205766.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -206023.921875 Penalty: 2443.370850
	Iteration 2F: 3 clusters Score -206023.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206138.250000 Penalty: 2443.370850
	Iteration 3F: 3 clusters Score -206138.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206199.156250 Penalty: 2443.370850
	Iteration 4Q: 3 clusters Score -206199.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -206256.515625 Penalty: 2443.370850
	Iteration 5Q: 3 clusters Score -206256.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -206297.515625 Penalty: 2443.370850
	Iteration 6Q: 3 clusters Score -206297.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206320.781250 Penalty: 2443.370850
	Iteration 7Q: 3 clusters Score -206320.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206336.312500 Penalty: 2443.370850
	Iteration 8Q: 3 clusters Score -206336.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206345.500000 Penalty: 2443.370850
	Iteration 9Q: 3 clusters Score -206345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -206350.734375 Penalty: 2443.370850
	Iteration 10Q: 3 clusters Score -206350.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -206358.343750 Penalty: 2443.370850
	Iteration 11Q: 3 clusters Score -206358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -206364.734375 Penalty: 2443.370850
	Iteration 12Q: 3 clusters Score -206364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -206372.718750 Penalty: 2443.370850
	Iteration 13Q: 3 clusters Score -206372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206376.296875 Penalty: 2443.370850
	Iteration 14Q: 3 clusters Score -206376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206378.375000 Penalty: 2443.370850
	Iteration 15Q: 3 clusters Score -206378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206379.968750 Penalty: 2443.370850
	Iteration 16Q: 3 clusters Score -206380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206381.500000 Penalty: 2443.370850
	Iteration 17Q: 3 clusters Score -206381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -206381.984375 Penalty: 2443.370850
	Iteration 18Q: 3 clusters Score -206382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -206382.390625 Penalty: 2443.370850
	Iteration 19Q: 3 clusters Score -206382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -206382.562500 Penalty: 2443.370850
	Iteration 20F: 3 clusters Score -206382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206382.609375 Penalty: 2443.370850
	Iteration 21Q: 3 clusters Score -206382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206382.609375 Penalty: 2443.370850
	Iteration 22F: 3 clusters Score -206382.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Entering Unmasked Estep 
Score: -2327749.000000 Penalty: 1600.921631
	Iteration 0F: 2 clusters Score -2327749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2314749.500000 Penalty: 3201.843262
	Iteration 0F: 3 clusters Score -2314750 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2319314.000000 Penalty: 3201.843262
	Iteration 1F: 3 clusters Score -2319314 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2319629.000000 Penalty: 3201.843262
	Iteration 2F: 3 clusters Score -2319629 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2319903.000000 Penalty: 3201.843262
	Iteration 3Q: 3 clusters Score -2319903 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2320124.750000 Penalty: 3201.843262
	Iteration 4Q: 3 clusters Score -2320125 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2320350.250000 Penalty: 3201.843262
	Iteration 5Q: 3 clusters Score -2320350 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2320564.000000 Penalty: 3201.843262
	Iteration 6Q: 3 clusters Score -2320564 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2320801.750000 Penalty: 3201.843262
	Iteration 7Q: 3 clusters Score -2320802 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2321009.000000 Penalty: 3201.843262
	Iteration 8Q: 3 clusters Score -2321009 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2321241.000000 Penalty: 3201.843262
	Iteration 9Q: 3 clusters Score -2321241 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2321491.000000 Penalty: 3201.843262
	Iteration 10Q: 3 clusters Score -2321491 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2321748.750000 Penalty: 3201.843262
	Iteration 11Q: 3 clusters Score -2321749 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2322077.500000 Penalty: 3201.843262
	Iteration 12Q: 3 clusters Score -2322078 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2322502.750000 Penalty: 3201.843262
	Iteration 13Q: 3 clusters Score -2322503 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2322958.750000 Penalty: 3201.843262
	Iteration 14Q: 3 clusters Score -2322959 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2323436.500000 Penalty: 3201.843262
	Iteration 15Q: 3 clusters Score -2323436 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2323790.750000 Penalty: 3201.843262
	Iteration 16Q: 3 clusters Score -2323791 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2323997.000000 Penalty: 3201.843262
	Iteration 17Q: 3 clusters Score -2323997 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2324147.250000 Penalty: 3201.843262
	Iteration 18Q: 3 clusters Score -2324147 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2324256.000000 Penalty: 3201.843262
	Iteration 19Q: 3 clusters Score -2324256 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2324339.250000 Penalty: 3201.843262
	Iteration 20F: 3 clusters Score -2324339 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2324417.500000 Penalty: 3201.843262
	Iteration 21Q: 3 clusters Score -2324418 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2324481.750000 Penalty: 3201.843262
	Iteration 22Q: 3 clusters Score -2324482 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2324554.250000 Penalty: 3201.843262
	Iteration 23Q: 3 clusters Score -2324554 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2324642.750000 Penalty: 3201.843262
	Iteration 24Q: 3 clusters Score -2324643 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2324751.250000 Penalty: 3201.843262
	Iteration 25Q: 3 clusters Score -2324751 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2324856.000000 Penalty: 3201.843262
	Iteration 26Q: 3 clusters Score -2324856 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2324954.750000 Penalty: 3201.843262
	Iteration 27Q: 3 clusters Score -2324955 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2325043.500000 Penalty: 3201.843262
	Iteration 28Q: 3 clusters Score -2325044 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2325167.000000 Penalty: 3201.843262
	Iteration 29Q: 3 clusters Score -2325167 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2325264.750000 Penalty: 3201.843262
	Iteration 30Q: 3 clusters Score -2325265 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2325392.750000 Penalty: 3201.843262
	Iteration 31Q: 3 clusters Score -2325393 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2325501.000000 Penalty: 3201.843262
	Iteration 32Q: 3 clusters Score -2325501 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2325608.000000 Penalty: 3201.843262
	Iteration 33Q: 3 clusters Score -2325608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2325718.000000 Penalty: 3201.843262
	Iteration 34Q: 3 clusters Score -2325718 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2325807.250000 Penalty: 3201.843262
	Iteration 35Q: 3 clusters Score -2325807 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2325880.750000 Penalty: 3201.843262
	Iteration 36Q: 3 clusters Score -2325881 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2325956.000000 Penalty: 3201.843262
	Iteration 37Q: 3 clusters Score -2325956 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2326019.000000 Penalty: 3201.843262
	Iteration 38Q: 3 clusters Score -2326019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2326105.250000 Penalty: 3201.843262
	Iteration 39Q: 3 clusters Score -2326105 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2326187.500000 Penalty: 3201.843262
	Iteration 40F: 3 clusters Score -2326188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2326255.500000 Penalty: 3201.843262
	Iteration 41Q: 3 clusters Score -2326256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2326292.000000 Penalty: 3201.843262
	Iteration 42Q: 3 clusters Score -2326292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2326329.750000 Penalty: 3201.843262
	Iteration 43Q: 3 clusters Score -2326330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2326369.250000 Penalty: 3201.843262
	Iteration 44Q: 3 clusters Score -2326369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2326392.500000 Penalty: 3201.843262
	Iteration 45Q: 3 clusters Score -2326392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2326422.750000 Penalty: 3201.843262
	Iteration 46Q: 3 clusters Score -2326423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2326441.750000 Penalty: 3201.843262
	Iteration 47Q: 3 clusters Score -2326442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2326454.500000 Penalty: 3201.843262
	Iteration 48Q: 3 clusters Score -2326454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2326469.750000 Penalty: 3201.843262
	Iteration 49Q: 3 clusters Score -2326470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2326479.000000 Penalty: 3201.843262
	Iteration 50Q: 3 clusters Score -2326479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2326489.250000 Penalty: 3201.843262
	Iteration 51Q: 3 clusters Score -2326489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2326509.500000 Penalty: 3201.843262
	Iteration 52Q: 3 clusters Score -2326510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2326517.500000 Penalty: 3201.843262
	Iteration 53Q: 3 clusters Score -2326518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2326522.250000 Penalty: 3201.843262
	Iteration 54Q: 3 clusters Score -2326522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2326529.000000 Penalty: 3201.843262
	Iteration 55Q: 3 clusters Score -2326529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2326546.000000 Penalty: 3201.843262
	Iteration 56Q: 3 clusters Score -2326546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2326556.000000 Penalty: 3201.843262
	Iteration 57Q: 3 clusters Score -2326556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2326562.500000 Penalty: 3201.843262
	Iteration 58Q: 3 clusters Score -2326562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2326565.250000 Penalty: 3201.843262
	Iteration 59Q: 3 clusters Score -2326565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2326564.250000 Penalty: 3201.843262
	Iteration 60F: 3 clusters Score -2326564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2326570.750000 Penalty: 3201.843262
	Iteration 61Q: 3 clusters Score -2326571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2326569.500000 Penalty: 3201.843262
	Iteration 62Q: 3 clusters Score -2326570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2326568.000000 Penalty: 3201.843262
	Iteration 63Q: 3 clusters Score -2326568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2326571.750000 Penalty: 3201.843262
	Iteration 64Q: 3 clusters Score -2326572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2326570.250000 Penalty: 3201.843262
	Iteration 65Q: 3 clusters Score -2326570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2326573.250000 Penalty: 3201.843262
	Iteration 66Q: 3 clusters Score -2326573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2326574.500000 Penalty: 3201.843262
	Iteration 67Q: 3 clusters Score -2326574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2326580.750000 Penalty: 3201.843262
	Iteration 68Q: 3 clusters Score -2326581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2326580.000000 Penalty: 3201.843262
	Iteration 69Q: 3 clusters Score -2326580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2326580.750000 Penalty: 3201.843262
	Iteration 70Q: 3 clusters Score -2326581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2326583.250000 Penalty: 3201.843262
	Iteration 71Q: 3 clusters Score -2326583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2326583.250000 Penalty: 3201.843262
	Iteration 72Q: 3 clusters Score -2326583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2326583.750000 Penalty: 3201.843262
	Iteration 73Q: 3 clusters Score -2326584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2326581.250000 Penalty: 3201.843262
	Iteration 74Q: 3 clusters Score -2326581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2326582.250000 Penalty: 3201.843262
	Iteration 75Q: 3 clusters Score -2326582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2326582.500000 Penalty: 3201.843262
	Iteration 76Q: 3 clusters Score -2326582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2326582.500000 Penalty: 3201.843262
	Iteration 77F: 3 clusters Score -2326582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Entering Unmasked Estep 
Score: -5178965.000000 Penalty: 1725.815063
	Iteration 0F: 2 clusters Score -5178965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -5151493.000000 Penalty: 3451.630127
	Iteration 0F: 3 clusters Score -5151493 nChanged 19107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5162543.000000 Penalty: 3451.630127
	Iteration 1F: 3 clusters Score -5162543 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -5163263.500000 Penalty: 3451.630127
	Iteration 2Q: 3 clusters Score -5163264 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5164180.500000 Penalty: 3451.630127
	Iteration 3F: 3 clusters Score -5164180 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -5165511.000000 Penalty: 3451.630127
	Iteration 4F: 3 clusters Score -5165511 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -5167474.500000 Penalty: 3451.630127
	Iteration 5F: 3 clusters Score -5167474 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -5170025.000000 Penalty: 3451.630127
	Iteration 6F: 3 clusters Score -5170025 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5172611.500000 Penalty: 3451.630127
	Iteration 7F: 3 clusters Score -5172612 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -5174766.500000 Penalty: 3451.630127
	Iteration 8F: 3 clusters Score -5174766 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5176131.000000 Penalty: 3451.630127
	Iteration 9Q: 3 clusters Score -5176131 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5176856.500000 Penalty: 3451.630127
	Iteration 10Q: 3 clusters Score -5176856 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5177199.000000 Penalty: 3451.630127
	Iteration 11Q: 3 clusters Score -5177199 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5177342.500000 Penalty: 3451.630127
	Iteration 12Q: 3 clusters Score -5177342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5177414.000000 Penalty: 3451.630127
	Iteration 13Q: 3 clusters Score -5177414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5177453.000000 Penalty: 3451.630127
	Iteration 14Q: 3 clusters Score -5177453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5177487.000000 Penalty: 3451.630127
	Iteration 15Q: 3 clusters Score -5177487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5177503.000000 Penalty: 3451.630127
	Iteration 16Q: 3 clusters Score -5177503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5177529.000000 Penalty: 3451.630127
	Iteration 17Q: 3 clusters Score -5177529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -5177539.500000 Penalty: 3451.630127
	Iteration 18Q: 3 clusters Score -5177540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -5177544.000000 Penalty: 3451.630127
	Iteration 19Q: 3 clusters Score -5177544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -5177544.500000 Penalty: 3451.630127
	Iteration 20F: 3 clusters Score -5177544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5177549.000000 Penalty: 3451.630127
	Iteration 21Q: 3 clusters Score -5177549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5177547.500000 Penalty: 3451.630127
	Iteration 22Q: 3 clusters Score -5177548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5177549.500000 Penalty: 3451.630127
	Iteration 23Q: 3 clusters Score -5177550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5177549.500000 Penalty: 3451.630127
	Iteration 24Q: 3 clusters Score -5177550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5177549.500000 Penalty: 3451.630127
	Iteration 25F: 3 clusters Score -5177550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -26922.203125 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -26922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26112.335938 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -26112.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26188.626953 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -26188.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26203.417969 Penalty: 1772.979370
	Iteration 2Q: 3 clusters Score -26203.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26209.033203 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -26209.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26213.634766 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -26213.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26213.634766 Penalty: 1772.979370
	Iteration 5F: 3 clusters Score -26213.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Entering Unmasked Estep 
Score: -2047972.625000 Penalty: 1579.634277
	Iteration 0F: 2 clusters Score -2047973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2036535.875000 Penalty: 3159.268555
	Iteration 0F: 3 clusters Score -2036536 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2040671.750000 Penalty: 3159.268555
	Iteration 1F: 3 clusters Score -2040672 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2041135.125000 Penalty: 3159.268555
	Iteration 2F: 3 clusters Score -2041135 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2041644.875000 Penalty: 3159.268555
	Iteration 3F: 3 clusters Score -2041645 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2042267.875000 Penalty: 3159.268555
	Iteration 4F: 3 clusters Score -2042268 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2043059.250000 Penalty: 3159.268555
	Iteration 5F: 3 clusters Score -2043059 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2043956.750000 Penalty: 3159.268555
	Iteration 6F: 3 clusters Score -2043957 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2044800.625000 Penalty: 3159.268555
	Iteration 7F: 3 clusters Score -2044801 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2045543.375000 Penalty: 3159.268555
	Iteration 8Q: 3 clusters Score -2045543 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2045999.625000 Penalty: 3159.268555
	Iteration 9Q: 3 clusters Score -2046000 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2046303.250000 Penalty: 3159.268555
	Iteration 10Q: 3 clusters Score -2046303 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2046471.375000 Penalty: 3159.268555
	Iteration 11Q: 3 clusters Score -2046471 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2046572.625000 Penalty: 3159.268555
	Iteration 12Q: 3 clusters Score -2046573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2046617.625000 Penalty: 3159.268555
	Iteration 13Q: 3 clusters Score -2046618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2046642.375000 Penalty: 3159.268555
	Iteration 14Q: 3 clusters Score -2046642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2046656.750000 Penalty: 3159.268555
	Iteration 15Q: 3 clusters Score -2046657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2046670.500000 Penalty: 3159.268555
	Iteration 16Q: 3 clusters Score -2046670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2046678.000000 Penalty: 3159.268555
	Iteration 17Q: 3 clusters Score -2046678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2046687.500000 Penalty: 3159.268555
	Iteration 18Q: 3 clusters Score -2046688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2046695.500000 Penalty: 3159.268555
	Iteration 19Q: 3 clusters Score -2046696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2046701.125000 Penalty: 3159.268555
	Iteration 20F: 3 clusters Score -2046701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2046702.375000 Penalty: 3159.268555
	Iteration 21Q: 3 clusters Score -2046702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2046702.375000 Penalty: 3159.268555
	Iteration 22F: 3 clusters Score -2046702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -386233.562500 Penalty: 1314.341431
	Iteration 0F: 2 clusters Score -386233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -383299.375000 Penalty: 2628.682861
	Iteration 0F: 3 clusters Score -383299.4 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -384071.125000 Penalty: 2628.682861
	Iteration 1F: 3 clusters Score -384071.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -384323.875000 Penalty: 2628.682861
	Iteration 2F: 3 clusters Score -384323.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -384573.875000 Penalty: 2628.682861
	Iteration 3F: 3 clusters Score -384573.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -384801.281250 Penalty: 2628.682861
	Iteration 4F: 3 clusters Score -384801.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -385044.000000 Penalty: 2628.682861
	Iteration 5F: 3 clusters Score -385044 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -385314.125000 Penalty: 2628.682861
	Iteration 6F: 3 clusters Score -385314.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -385583.906250 Penalty: 2628.682861
	Iteration 7F: 3 clusters Score -385583.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -385812.406250 Penalty: 2628.682861
	Iteration 8F: 3 clusters Score -385812.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -386002.187500 Penalty: 2628.682861
	Iteration 9Q: 3 clusters Score -386002.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -386139.625000 Penalty: 2628.682861
	Iteration 10Q: 3 clusters Score -386139.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -386228.812500 Penalty: 2628.682861
	Iteration 11Q: 3 clusters Score -386228.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -386278.906250 Penalty: 2628.682861
	Iteration 12Q: 3 clusters Score -386278.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -386300.125000 Penalty: 2628.682861
	Iteration 13Q: 3 clusters Score -386300.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -386318.437500 Penalty: 2628.682861
	Iteration 14Q: 3 clusters Score -386318.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -386342.093750 Penalty: 2628.682861
	Iteration 15Q: 3 clusters Score -386342.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -386414.125000 Penalty: 2628.682861
	Iteration 16Q: 3 clusters Score -386414.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -386520.937500 Penalty: 2628.682861
	Iteration 17Q: 3 clusters Score -386520.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -386553.937500 Penalty: 2628.682861
	Iteration 18Q: 3 clusters Score -386553.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -386570.281250 Penalty: 2628.682861
	Iteration 19Q: 3 clusters Score -386570.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -386576.250000 Penalty: 2628.682861
	Iteration 20F: 3 clusters Score -386576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -386576.625000 Penalty: 2628.682861
	Iteration 21Q: 3 clusters Score -386576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -386577.625000 Penalty: 2628.682861
	Iteration 22Q: 3 clusters Score -386577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -386577.312500 Penalty: 2628.682861
	Iteration 23Q: 3 clusters Score -386577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -386578.468750 Penalty: 2628.682861
	Iteration 24Q: 3 clusters Score -386578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -386578.468750 Penalty: 2628.682861
	Iteration 25F: 3 clusters Score -386578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 40962 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97159 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 117372 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14255 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144706 members 
Mstep: Class 29 contains 112241 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108402 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 1857 members 
Entering Unmasked Estep 
Score: -141730560.000000 Penalty: 83940.617188
Splitting cluster 8 changes total score from -141731184.000000 to -141730560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (99929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Entering Unmasked Estep 
Score: -12353224.000000 Penalty: 1870.734985
	Iteration 0F: 2 clusters Score -1.235322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -12288051.000000 Penalty: 3741.469971
	Iteration 0F: 3 clusters Score -1.228805e+07 nChanged 47561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -12316243.000000 Penalty: 3741.469971
	Iteration 1F: 3 clusters Score -1.231624e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -12317608.000000 Penalty: 3741.469971
	Iteration 2Q: 3 clusters Score -1.231761e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -12319583.000000 Penalty: 3741.469971
	Iteration 3Q: 3 clusters Score -1.231958e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -12322468.000000 Penalty: 3741.469971
	Iteration 4F: 3 clusters Score -1.232247e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -12326235.000000 Penalty: 3741.469971
	Iteration 5F: 3 clusters Score -1.232624e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -12330545.000000 Penalty: 3741.469971
	Iteration 6F: 3 clusters Score -1.233054e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -12334416.000000 Penalty: 3741.469971
	Iteration 7F: 3 clusters Score -1.233442e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -12337429.000000 Penalty: 3741.469971
	Iteration 8F: 3 clusters Score -1.233743e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -12339704.000000 Penalty: 3741.469971
	Iteration 9Q: 3 clusters Score -1.23397e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -12341599.000000 Penalty: 3741.469971
	Iteration 10Q: 3 clusters Score -1.23416e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -12343338.000000 Penalty: 3741.469971
	Iteration 11Q: 3 clusters Score -1.234334e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -12344599.000000 Penalty: 3741.469971
	Iteration 12Q: 3 clusters Score -1.23446e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -12345588.000000 Penalty: 3741.469971
	Iteration 13Q: 3 clusters Score -1.234559e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -12346392.000000 Penalty: 3741.469971
	Iteration 14Q: 3 clusters Score -1.234639e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -12347148.000000 Penalty: 3741.469971
	Iteration 15Q: 3 clusters Score -1.234715e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -12347749.000000 Penalty: 3741.469971
	Iteration 16Q: 3 clusters Score -1.234775e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -12348337.000000 Penalty: 3741.469971
	Iteration 17Q: 3 clusters Score -1.234834e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -12348754.000000 Penalty: 3741.469971
	Iteration 18Q: 3 clusters Score -1.234875e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -12349134.000000 Penalty: 3741.469971
	Iteration 19Q: 3 clusters Score -1.234913e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -12349485.000000 Penalty: 3741.469971
	Iteration 20F: 3 clusters Score -1.234948e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -12349776.000000 Penalty: 3741.469971
	Iteration 21Q: 3 clusters Score -1.234978e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -12350074.000000 Penalty: 3741.469971
	Iteration 22Q: 3 clusters Score -1.235007e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -12350250.000000 Penalty: 3741.469971
	Iteration 23Q: 3 clusters Score -1.235025e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -12350525.000000 Penalty: 3741.469971
	Iteration 24Q: 3 clusters Score -1.235052e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -12350788.000000 Penalty: 3741.469971
	Iteration 25Q: 3 clusters Score -1.235079e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -12350945.000000 Penalty: 3741.469971
	Iteration 26Q: 3 clusters Score -1.235094e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -12351118.000000 Penalty: 3741.469971
	Iteration 27Q: 3 clusters Score -1.235112e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -12351268.000000 Penalty: 3741.469971
	Iteration 28Q: 3 clusters Score -1.235127e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -12351420.000000 Penalty: 3741.469971
	Iteration 29Q: 3 clusters Score -1.235142e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -12351529.000000 Penalty: 3741.469971
	Iteration 30Q: 3 clusters Score -1.235153e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -12351610.000000 Penalty: 3741.469971
	Iteration 31Q: 3 clusters Score -1.235161e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -12351710.000000 Penalty: 3741.469971
	Iteration 32Q: 3 clusters Score -1.235171e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -12351805.000000 Penalty: 3741.469971
	Iteration 33Q: 3 clusters Score -1.23518e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -12351853.000000 Penalty: 3741.469971
	Iteration 34Q: 3 clusters Score -1.235185e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -12351942.000000 Penalty: 3741.469971
	Iteration 35Q: 3 clusters Score -1.235194e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -12352000.000000 Penalty: 3741.469971
	Iteration 36Q: 3 clusters Score -1.2352e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -12352065.000000 Penalty: 3741.469971
	Iteration 37Q: 3 clusters Score -1.235206e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -12352173.000000 Penalty: 3741.469971
	Iteration 38Q: 3 clusters Score -1.235217e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -12352226.000000 Penalty: 3741.469971
	Iteration 39Q: 3 clusters Score -1.235223e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -12352268.000000 Penalty: 3741.469971
	Iteration 40F: 3 clusters Score -1.235227e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -12352347.000000 Penalty: 3741.469971
	Iteration 41Q: 3 clusters Score -1.235235e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -12352460.000000 Penalty: 3741.469971
	Iteration 42Q: 3 clusters Score -1.235246e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -12352547.000000 Penalty: 3741.469971
	Iteration 43Q: 3 clusters Score -1.235255e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -12352649.000000 Penalty: 3741.469971
	Iteration 44Q: 3 clusters Score -1.235265e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -12352733.000000 Penalty: 3741.469971
	Iteration 45Q: 3 clusters Score -1.235273e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -12352788.000000 Penalty: 3741.469971
	Iteration 46Q: 3 clusters Score -1.235279e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -12352873.000000 Penalty: 3741.469971
	Iteration 47Q: 3 clusters Score -1.235287e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -12352890.000000 Penalty: 3741.469971
	Iteration 48Q: 3 clusters Score -1.235289e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -12352901.000000 Penalty: 3741.469971
	Iteration 49Q: 3 clusters Score -1.23529e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -12352904.000000 Penalty: 3741.469971
	Iteration 50Q: 3 clusters Score -1.23529e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -12352969.000000 Penalty: 3741.469971
	Iteration 51Q: 3 clusters Score -1.235297e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -12352979.000000 Penalty: 3741.469971
	Iteration 52Q: 3 clusters Score -1.235298e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -12353041.000000 Penalty: 3741.469971
	Iteration 53Q: 3 clusters Score -1.235304e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -12353087.000000 Penalty: 3741.469971
	Iteration 54Q: 3 clusters Score -1.235309e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -12353056.000000 Penalty: 3741.469971
	Iteration 55Q: 3 clusters Score -1.235306e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -12353053.000000 Penalty: 3741.469971
	Iteration 56Q: 3 clusters Score -1.235305e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -12353017.000000 Penalty: 3741.469971
	Iteration 57Q: 3 clusters Score -1.235302e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -12352999.000000 Penalty: 3741.469971
	Iteration 58Q: 3 clusters Score -1.2353e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -12353034.000000 Penalty: 3741.469971
	Iteration 59Q: 3 clusters Score -1.235303e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -12353053.000000 Penalty: 3741.469971
	Iteration 60F: 3 clusters Score -1.235305e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -12353080.000000 Penalty: 3741.469971
	Iteration 61Q: 3 clusters Score -1.235308e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -12353081.000000 Penalty: 3741.469971
	Iteration 62Q: 3 clusters Score -1.235308e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -12353098.000000 Penalty: 3741.469971
	Iteration 63Q: 3 clusters Score -1.23531e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -12353107.000000 Penalty: 3741.469971
	Iteration 64Q: 3 clusters Score -1.235311e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -12353122.000000 Penalty: 3741.469971
	Iteration 65Q: 3 clusters Score -1.235312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -12353136.000000 Penalty: 3741.469971
	Iteration 66Q: 3 clusters Score -1.235314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -12353150.000000 Penalty: 3741.469971
	Iteration 67Q: 3 clusters Score -1.235315e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -12353169.000000 Penalty: 3741.469971
	Iteration 68Q: 3 clusters Score -1.235317e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -12353141.000000 Penalty: 3741.469971
	Iteration 69Q: 3 clusters Score -1.235314e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -12353159.000000 Penalty: 3741.469971
	Iteration 70Q: 3 clusters Score -1.235316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -12353155.000000 Penalty: 3741.469971
	Iteration 71Q: 3 clusters Score -1.235316e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -12353169.000000 Penalty: 3741.469971
	Iteration 72Q: 3 clusters Score -1.235317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -12353178.000000 Penalty: 3741.469971
	Iteration 73Q: 3 clusters Score -1.235318e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -12353189.000000 Penalty: 3741.469971
	Iteration 74Q: 3 clusters Score -1.235319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -12353225.000000 Penalty: 3741.469971
	Iteration 75Q: 3 clusters Score -1.235322e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -12353199.000000 Penalty: 3741.469971
	Iteration 76Q: 3 clusters Score -1.23532e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -12353204.000000 Penalty: 3741.469971
	Iteration 77Q: 3 clusters Score -1.23532e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -12353208.000000 Penalty: 3741.469971
	Iteration 78Q: 3 clusters Score -1.235321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -12353212.000000 Penalty: 3741.469971
	Iteration 79Q: 3 clusters Score -1.235321e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -12353222.000000 Penalty: 3741.469971
	Iteration 80F: 3 clusters Score -1.235322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -12353230.000000 Penalty: 3741.469971
	Iteration 81Q: 3 clusters Score -1.235323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -12353241.000000 Penalty: 3741.469971
	Iteration 82Q: 3 clusters Score -1.235324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -12353246.000000 Penalty: 3741.469971
	Iteration 83Q: 3 clusters Score -1.235325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -12353246.000000 Penalty: 3741.469971
	Iteration 84Q: 3 clusters Score -1.235325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -12353233.000000 Penalty: 3741.469971
	Iteration 85Q: 3 clusters Score -1.235323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -12353239.000000 Penalty: 3741.469971
	Iteration 86Q: 3 clusters Score -1.235324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -12353235.000000 Penalty: 3741.469971
	Iteration 87Q: 3 clusters Score -1.235324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -12353238.000000 Penalty: 3741.469971
	Iteration 88Q: 3 clusters Score -1.235324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -12353246.000000 Penalty: 3741.469971
	Iteration 89Q: 3 clusters Score -1.235325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -12353244.000000 Penalty: 3741.469971
	Iteration 90Q: 3 clusters Score -1.235324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -12353251.000000 Penalty: 3741.469971
	Iteration 91Q: 3 clusters Score -1.235325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -12353239.000000 Penalty: 3741.469971
	Iteration 92Q: 3 clusters Score -1.235324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -12353240.000000 Penalty: 3741.469971
	Iteration 93Q: 3 clusters Score -1.235324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -12353239.000000 Penalty: 3741.469971
	Iteration 94Q: 3 clusters Score -1.235324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -12353232.000000 Penalty: 3741.469971
	Iteration 95Q: 3 clusters Score -1.235323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -12353225.000000 Penalty: 3741.469971
	Iteration 96Q: 3 clusters Score -1.235322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -12353213.000000 Penalty: 3741.469971
	Iteration 97Q: 3 clusters Score -1.235321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -12353206.000000 Penalty: 3741.469971
	Iteration 98Q: 3 clusters Score -1.235321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -12353193.000000 Penalty: 3741.469971
	Iteration 99Q: 3 clusters Score -1.235319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -12353195.000000 Penalty: 3741.469971
	Iteration 100F: 3 clusters Score -1.23532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -12353200.000000 Penalty: 3741.469971
	Iteration 101Q: 3 clusters Score -1.23532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -12353198.000000 Penalty: 3741.469971
	Iteration 102Q: 3 clusters Score -1.23532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -12353184.000000 Penalty: 3741.469971
	Iteration 103Q: 3 clusters Score -1.235318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -12353186.000000 Penalty: 3741.469971
	Iteration 104Q: 3 clusters Score -1.235319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -12353183.000000 Penalty: 3741.469971
	Iteration 105Q: 3 clusters Score -1.235318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -12353184.000000 Penalty: 3741.469971
	Iteration 106Q: 3 clusters Score -1.235318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -12353185.000000 Penalty: 3741.469971
	Iteration 107Q: 3 clusters Score -1.235318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -12353182.000000 Penalty: 3741.469971
	Iteration 108Q: 3 clusters Score -1.235318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -12353186.000000 Penalty: 3741.469971
	Iteration 109Q: 3 clusters Score -1.235319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -12353187.000000 Penalty: 3741.469971
	Iteration 110Q: 3 clusters Score -1.235319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -12353187.000000 Penalty: 3741.469971
	Iteration 111F: 3 clusters Score -1.235319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Entering Unmasked Estep 
Score: -4154404.000000 Penalty: 1694.657104
	Iteration 0F: 2 clusters Score -4154404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4131700.750000 Penalty: 3389.314209
	Iteration 0F: 3 clusters Score -4131701 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4140415.500000 Penalty: 3389.314209
	Iteration 1F: 3 clusters Score -4140416 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -4140871.500000 Penalty: 3389.314209
	Iteration 2Q: 3 clusters Score -4140872 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4141339.000000 Penalty: 3389.314209
	Iteration 3Q: 3 clusters Score -4141339 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4141914.750000 Penalty: 3389.314209
	Iteration 4Q: 3 clusters Score -4141915 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4142735.250000 Penalty: 3389.314209
	Iteration 5Q: 3 clusters Score -4142735 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4143957.500000 Penalty: 3389.314209
	Iteration 6F: 3 clusters Score -4143958 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4145817.000000 Penalty: 3389.314209
	Iteration 7F: 3 clusters Score -4145817 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4148131.000000 Penalty: 3389.314209
	Iteration 8F: 3 clusters Score -4148131 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4150422.500000 Penalty: 3389.314209
	Iteration 9F: 3 clusters Score -4150422 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4151855.250000 Penalty: 3389.314209
	Iteration 10Q: 3 clusters Score -4151855 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4152502.500000 Penalty: 3389.314209
	Iteration 11Q: 3 clusters Score -4152502 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4152755.250000 Penalty: 3389.314209
	Iteration 12Q: 3 clusters Score -4152755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4152850.250000 Penalty: 3389.314209
	Iteration 13Q: 3 clusters Score -4152850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4152894.250000 Penalty: 3389.314209
	Iteration 14Q: 3 clusters Score -4152894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4152920.500000 Penalty: 3389.314209
	Iteration 15Q: 3 clusters Score -4152920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4152940.500000 Penalty: 3389.314209
	Iteration 16Q: 3 clusters Score -4152940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4152957.500000 Penalty: 3389.314209
	Iteration 17Q: 3 clusters Score -4152958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4152970.750000 Penalty: 3389.314209
	Iteration 18Q: 3 clusters Score -4152971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4152973.500000 Penalty: 3389.314209
	Iteration 19Q: 3 clusters Score -4152974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4152973.000000 Penalty: 3389.314209
	Iteration 20F: 3 clusters Score -4152973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4152975.750000 Penalty: 3389.314209
	Iteration 21Q: 3 clusters Score -4152976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4152975.750000 Penalty: 3389.314209
	Iteration 22F: 3 clusters Score -4152976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -60643.023438 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -60643.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59527.867188 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -59527.87 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59819.878906 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -59819.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59927.828125 Penalty: 2077.916992
	Iteration 2F: 3 clusters Score -59927.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60012.410156 Penalty: 2077.916992
	Iteration 3F: 3 clusters Score -60012.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60056.582031 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -60056.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60086.386719 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -60086.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60111.031250 Penalty: 2077.916992
	Iteration 6Q: 3 clusters Score -60111.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60144.363281 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -60144.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60199.687500 Penalty: 2077.916992
	Iteration 8Q: 3 clusters Score -60199.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60227.109375 Penalty: 2077.916992
	Iteration 9Q: 3 clusters Score -60227.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60250.828125 Penalty: 2077.916992
	Iteration 10Q: 3 clusters Score -60250.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60270.703125 Penalty: 2077.916992
	Iteration 11Q: 3 clusters Score -60270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60277.539062 Penalty: 2077.916992
	Iteration 12Q: 3 clusters Score -60277.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60280.726562 Penalty: 2077.916992
	Iteration 13Q: 3 clusters Score -60280.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60281.746094 Penalty: 2077.916992
	Iteration 14Q: 3 clusters Score -60281.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60282.277344 Penalty: 2077.916992
	Iteration 15Q: 3 clusters Score -60282.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60282.277344 Penalty: 2077.916992
	Iteration 16F: 3 clusters Score -60282.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -690379.687500 Penalty: 1408.497925
	Iteration 0F: 2 clusters Score -690379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -685897.625000 Penalty: 2816.995850
	Iteration 0F: 3 clusters Score -685897.6 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -687277.500000 Penalty: 2816.995850
	Iteration 1F: 3 clusters Score -687277.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -687532.812500 Penalty: 2816.995850
	Iteration 2F: 3 clusters Score -687532.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -687713.500000 Penalty: 2816.995850
	Iteration 3F: 3 clusters Score -687713.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -687889.937500 Penalty: 2816.995850
	Iteration 4F: 3 clusters Score -687889.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -688068.750000 Penalty: 2816.995850
	Iteration 5Q: 3 clusters Score -688068.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -688218.000000 Penalty: 2816.995850
	Iteration 6Q: 3 clusters Score -688218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -688384.000000 Penalty: 2816.995850
	Iteration 7Q: 3 clusters Score -688384 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -688564.375000 Penalty: 2816.995850
	Iteration 8Q: 3 clusters Score -688564.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -688728.312500 Penalty: 2816.995850
	Iteration 9Q: 3 clusters Score -688728.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -688832.812500 Penalty: 2816.995850
	Iteration 10Q: 3 clusters Score -688832.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -688918.375000 Penalty: 2816.995850
	Iteration 11Q: 3 clusters Score -688918.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -688994.687500 Penalty: 2816.995850
	Iteration 12Q: 3 clusters Score -688994.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -689072.937500 Penalty: 2816.995850
	Iteration 13Q: 3 clusters Score -689072.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -689129.437500 Penalty: 2816.995850
	Iteration 14Q: 3 clusters Score -689129.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -689173.687500 Penalty: 2816.995850
	Iteration 15Q: 3 clusters Score -689173.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -689206.625000 Penalty: 2816.995850
	Iteration 16Q: 3 clusters Score -689206.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -689244.062500 Penalty: 2816.995850
	Iteration 17Q: 3 clusters Score -689244.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -689277.250000 Penalty: 2816.995850
	Iteration 18Q: 3 clusters Score -689277.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -689307.687500 Penalty: 2816.995850
	Iteration 19Q: 3 clusters Score -689307.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -689336.125000 Penalty: 2816.995850
	Iteration 20F: 3 clusters Score -689336.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -689360.375000 Penalty: 2816.995850
	Iteration 21Q: 3 clusters Score -689360.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -689374.812500 Penalty: 2816.995850
	Iteration 22Q: 3 clusters Score -689374.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -689396.437500 Penalty: 2816.995850
	Iteration 23Q: 3 clusters Score -689396.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -689420.062500 Penalty: 2816.995850
	Iteration 24Q: 3 clusters Score -689420.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -689432.437500 Penalty: 2816.995850
	Iteration 25Q: 3 clusters Score -689432.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -689439.375000 Penalty: 2816.995850
	Iteration 26Q: 3 clusters Score -689439.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -689451.687500 Penalty: 2816.995850
	Iteration 27Q: 3 clusters Score -689451.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -689457.812500 Penalty: 2816.995850
	Iteration 28Q: 3 clusters Score -689457.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -689464.937500 Penalty: 2816.995850
	Iteration 29Q: 3 clusters Score -689464.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -689479.750000 Penalty: 2816.995850
	Iteration 30Q: 3 clusters Score -689479.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -689493.625000 Penalty: 2816.995850
	Iteration 31Q: 3 clusters Score -689493.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -689504.625000 Penalty: 2816.995850
	Iteration 32Q: 3 clusters Score -689504.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -689515.250000 Penalty: 2816.995850
	Iteration 33Q: 3 clusters Score -689515.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -689523.812500 Penalty: 2816.995850
	Iteration 34Q: 3 clusters Score -689523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -689532.750000 Penalty: 2816.995850
	Iteration 35Q: 3 clusters Score -689532.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -689545.750000 Penalty: 2816.995850
	Iteration 36Q: 3 clusters Score -689545.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -689550.250000 Penalty: 2816.995850
	Iteration 37Q: 3 clusters Score -689550.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -689560.500000 Penalty: 2816.995850
	Iteration 38Q: 3 clusters Score -689560.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -689576.250000 Penalty: 2816.995850
	Iteration 39Q: 3 clusters Score -689576.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -689586.375000 Penalty: 2816.995850
	Iteration 40F: 3 clusters Score -689586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -689599.687500 Penalty: 2816.995850
	Iteration 41Q: 3 clusters Score -689599.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -689614.187500 Penalty: 2816.995850
	Iteration 42Q: 3 clusters Score -689614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -689622.437500 Penalty: 2816.995850
	Iteration 43Q: 3 clusters Score -689622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -689631.000000 Penalty: 2816.995850
	Iteration 44Q: 3 clusters Score -689631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -689635.437500 Penalty: 2816.995850
	Iteration 45Q: 3 clusters Score -689635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -689638.125000 Penalty: 2816.995850
	Iteration 46Q: 3 clusters Score -689638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -689640.937500 Penalty: 2816.995850
	Iteration 47Q: 3 clusters Score -689640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -689644.250000 Penalty: 2816.995850
	Iteration 48Q: 3 clusters Score -689644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -689648.437500 Penalty: 2816.995850
	Iteration 49Q: 3 clusters Score -689648.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -689653.625000 Penalty: 2816.995850
	Iteration 50Q: 3 clusters Score -689653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -689656.937500 Penalty: 2816.995850
	Iteration 51Q: 3 clusters Score -689656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -689658.500000 Penalty: 2816.995850
	Iteration 52Q: 3 clusters Score -689658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -689658.500000 Penalty: 2816.995850
	Iteration 53F: 3 clusters Score -689658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -160907.968750 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -160908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159217.812500 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -159217.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -159823.421875 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -159823.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160154.218750 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -160154.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160432.562500 Penalty: 2378.525391
	Iteration 3F: 3 clusters Score -160432.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160652.046875 Penalty: 2378.525391
	Iteration 4F: 3 clusters Score -160652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160747.265625 Penalty: 2378.525391
	Iteration 5F: 3 clusters Score -160747.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -160831.671875 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -160831.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160932.843750 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -160932.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160996.765625 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -160996.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -161025.109375 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -161025.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -161041.234375 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -161041.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -161055.156250 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -161055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -161069.328125 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -161069.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161102.984375 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -161103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -161122.593750 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -161122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -161134.890625 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -161134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161136.468750 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -161136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161137.593750 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -161137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161140.000000 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -161140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -161140.468750 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -161140.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -161140.468750 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -161140.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 40962 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 840 members 
Mstep: Class 14 contains 97159 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 117372 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14255 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144706 members 
Mstep: Class 29 contains 112241 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108402 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 668 members 
Entering Unmasked Estep 
Score: -141730464.000000 Penalty: 83940.617188
Splitting cluster 13 changes total score from -141731184.000000 to -141730464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (97159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Entering Unmasked Estep 
Score: -12237462.000000 Penalty: 1866.166870
	Iteration 0F: 2 clusters Score -1.223746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -12172998.000000 Penalty: 3732.333740
	Iteration 0F: 3 clusters Score -1.2173e+07 nChanged 46456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -12199918.000000 Penalty: 3732.333740
	Iteration 1F: 3 clusters Score -1.219992e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -12200589.000000 Penalty: 3732.333740
	Iteration 2Q: 3 clusters Score -1.220059e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -12201643.000000 Penalty: 3732.333740
	Iteration 3Q: 3 clusters Score -1.220164e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -12203145.000000 Penalty: 3732.333740
	Iteration 4Q: 3 clusters Score -1.220314e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -12205756.000000 Penalty: 3732.333740
	Iteration 5F: 3 clusters Score -1.220576e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -12210695.000000 Penalty: 3732.333740
	Iteration 6F: 3 clusters Score -1.22107e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -12218093.000000 Penalty: 3732.333740
	Iteration 7F: 3 clusters Score -1.221809e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -12226186.000000 Penalty: 3732.333740
	Iteration 8F: 3 clusters Score -1.222619e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -12231827.000000 Penalty: 3732.333740
	Iteration 9F: 3 clusters Score -1.223183e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -12234452.000000 Penalty: 3732.333740
	Iteration 10Q: 3 clusters Score -1.223445e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12235306.000000 Penalty: 3732.333740
	Iteration 11Q: 3 clusters Score -1.223531e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12235584.000000 Penalty: 3732.333740
	Iteration 12Q: 3 clusters Score -1.223558e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12235748.000000 Penalty: 3732.333740
	Iteration 13Q: 3 clusters Score -1.223575e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12235841.000000 Penalty: 3732.333740
	Iteration 14Q: 3 clusters Score -1.223584e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12235905.000000 Penalty: 3732.333740
	Iteration 15Q: 3 clusters Score -1.22359e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12235947.000000 Penalty: 3732.333740
	Iteration 16Q: 3 clusters Score -1.223595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12235962.000000 Penalty: 3732.333740
	Iteration 17Q: 3 clusters Score -1.223596e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12235991.000000 Penalty: 3732.333740
	Iteration 18Q: 3 clusters Score -1.223599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12235993.000000 Penalty: 3732.333740
	Iteration 19Q: 3 clusters Score -1.223599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12236005.000000 Penalty: 3732.333740
	Iteration 20F: 3 clusters Score -1.2236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12236020.000000 Penalty: 3732.333740
	Iteration 21Q: 3 clusters Score -1.223602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12236026.000000 Penalty: 3732.333740
	Iteration 22Q: 3 clusters Score -1.223603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12236030.000000 Penalty: 3732.333740
	Iteration 23Q: 3 clusters Score -1.223603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12236035.000000 Penalty: 3732.333740
	Iteration 24Q: 3 clusters Score -1.223604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12236049.000000 Penalty: 3732.333740
	Iteration 25Q: 3 clusters Score -1.223605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12236038.000000 Penalty: 3732.333740
	Iteration 26Q: 3 clusters Score -1.223604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12236046.000000 Penalty: 3732.333740
	Iteration 27Q: 3 clusters Score -1.223605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12236046.000000 Penalty: 3732.333740
	Iteration 28Q: 3 clusters Score -1.223605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12236044.000000 Penalty: 3732.333740
	Iteration 29Q: 3 clusters Score -1.223604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12236047.000000 Penalty: 3732.333740
	Iteration 30Q: 3 clusters Score -1.223605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12236053.000000 Penalty: 3732.333740
	Iteration 31Q: 3 clusters Score -1.223605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12236057.000000 Penalty: 3732.333740
	Iteration 32Q: 3 clusters Score -1.223606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12236057.000000 Penalty: 3732.333740
	Iteration 33Q: 3 clusters Score -1.223606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12236068.000000 Penalty: 3732.333740
	Iteration 34Q: 3 clusters Score -1.223607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12236056.000000 Penalty: 3732.333740
	Iteration 35Q: 3 clusters Score -1.223606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12236063.000000 Penalty: 3732.333740
	Iteration 36Q: 3 clusters Score -1.223606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12236063.000000 Penalty: 3732.333740
	Iteration 37Q: 3 clusters Score -1.223606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12236063.000000 Penalty: 3732.333740
	Iteration 38F: 3 clusters Score -1.223606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (119959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Entering Unmasked Estep 
Score: -15215896.000000 Penalty: 1900.422119
	Iteration 0F: 2 clusters Score -1.52159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -15142027.000000 Penalty: 3800.844238
	Iteration 0F: 3 clusters Score -1.514203e+07 nChanged 57501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -15176361.000000 Penalty: 3800.844238
	Iteration 1F: 3 clusters Score -1.517636e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -15177679.000000 Penalty: 3800.844238
	Iteration 2Q: 3 clusters Score -1.517768e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -15179905.000000 Penalty: 3800.844238
	Iteration 3Q: 3 clusters Score -1.51799e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -15183473.000000 Penalty: 3800.844238
	Iteration 4F: 3 clusters Score -1.518347e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -15189085.000000 Penalty: 3800.844238
	Iteration 5F: 3 clusters Score -1.518908e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -15195704.000000 Penalty: 3800.844238
	Iteration 6F: 3 clusters Score -1.51957e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -15201708.000000 Penalty: 3800.844238
	Iteration 7F: 3 clusters Score -1.520171e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -15205924.000000 Penalty: 3800.844238
	Iteration 8Q: 3 clusters Score -1.520592e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99087 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -15208081.000000 Penalty: 3800.844238
	Iteration 9Q: 3 clusters Score -1.520808e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -15209123.000000 Penalty: 3800.844238
	Iteration 10Q: 3 clusters Score -1.520912e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -15209849.000000 Penalty: 3800.844238
	Iteration 11Q: 3 clusters Score -1.520985e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -15210506.000000 Penalty: 3800.844238
	Iteration 12Q: 3 clusters Score -1.521051e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -15211106.000000 Penalty: 3800.844238
	Iteration 13Q: 3 clusters Score -1.521111e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106122 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -15211709.000000 Penalty: 3800.844238
	Iteration 14Q: 3 clusters Score -1.521171e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -15212084.000000 Penalty: 3800.844238
	Iteration 15Q: 3 clusters Score -1.521208e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -15212608.000000 Penalty: 3800.844238
	Iteration 16Q: 3 clusters Score -1.521261e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -15213059.000000 Penalty: 3800.844238
	Iteration 17Q: 3 clusters Score -1.521306e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111601 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -15213762.000000 Penalty: 3800.844238
	Iteration 18Q: 3 clusters Score -1.521376e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113086 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -15214231.000000 Penalty: 3800.844238
	Iteration 19Q: 3 clusters Score -1.521423e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -15214639.000000 Penalty: 3800.844238
	Iteration 20F: 3 clusters Score -1.521464e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -15214863.000000 Penalty: 3800.844238
	Iteration 21Q: 3 clusters Score -1.521486e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117082 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -15214821.000000 Penalty: 3800.844238
	Iteration 22Q: 3 clusters Score -1.521482e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118070 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15214790.000000 Penalty: 3800.844238
	Iteration 23Q: 3 clusters Score -1.521479e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15214730.000000 Penalty: 3800.844238
	Iteration 24Q: 3 clusters Score -1.521473e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15214603.000000 Penalty: 3800.844238
	Iteration 25Q: 3 clusters Score -1.52146e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15214534.000000 Penalty: 3800.844238
	Iteration 26Q: 3 clusters Score -1.521453e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15214474.000000 Penalty: 3800.844238
	Iteration 27Q: 3 clusters Score -1.521447e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15214454.000000 Penalty: 3800.844238
	Iteration 28Q: 3 clusters Score -1.521445e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15214424.000000 Penalty: 3800.844238
	Iteration 29Q: 3 clusters Score -1.521442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119711 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15214408.000000 Penalty: 3800.844238
	Iteration 30Q: 3 clusters Score -1.521441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15214432.000000 Penalty: 3800.844238
	Iteration 31Q: 3 clusters Score -1.521443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119726 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15214418.000000 Penalty: 3800.844238
	Iteration 32Q: 3 clusters Score -1.521442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15214435.000000 Penalty: 3800.844238
	Iteration 33Q: 3 clusters Score -1.521444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119737 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15214437.000000 Penalty: 3800.844238
	Iteration 34Q: 3 clusters Score -1.521444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15214444.000000 Penalty: 3800.844238
	Iteration 35Q: 3 clusters Score -1.521444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15214439.000000 Penalty: 3800.844238
	Iteration 36Q: 3 clusters Score -1.521444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119740 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15214439.000000 Penalty: 3800.844238
	Iteration 37Q: 3 clusters Score -1.521444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119741 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15214442.000000 Penalty: 3800.844238
	Iteration 38Q: 3 clusters Score -1.521444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119741 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15214433.000000 Penalty: 3800.844238
	Iteration 39Q: 3 clusters Score -1.521443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119741 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15214439.000000 Penalty: 3800.844238
	Iteration 40F: 3 clusters Score -1.521444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15214448.000000 Penalty: 3800.844238
	Iteration 41Q: 3 clusters Score -1.521445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15214444.000000 Penalty: 3800.844238
	Iteration 42Q: 3 clusters Score -1.521444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119747 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15214440.000000 Penalty: 3800.844238
	Iteration 43Q: 3 clusters Score -1.521444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119750 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15214439.000000 Penalty: 3800.844238
	Iteration 44Q: 3 clusters Score -1.521444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119751 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15214438.000000 Penalty: 3800.844238
	Iteration 45Q: 3 clusters Score -1.521444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119753 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15214445.000000 Penalty: 3800.844238
	Iteration 46Q: 3 clusters Score -1.521444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119753 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15214445.000000 Penalty: 3800.844238
	Iteration 47F: 3 clusters Score -1.521444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Entering Unmasked Estep 
Score: -4249170.000000 Penalty: 1693.068359
	Iteration 0F: 2 clusters Score -4249170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -4226667.000000 Penalty: 3386.136719
	Iteration 0F: 3 clusters Score -4226667 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4235543.500000 Penalty: 3386.136719
	Iteration 1F: 3 clusters Score -4235544 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4236006.000000 Penalty: 3386.136719
	Iteration 2Q: 3 clusters Score -4236006 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4236472.500000 Penalty: 3386.136719
	Iteration 3Q: 3 clusters Score -4236472 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4236993.000000 Penalty: 3386.136719
	Iteration 4Q: 3 clusters Score -4236993 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4237656.000000 Penalty: 3386.136719
	Iteration 5Q: 3 clusters Score -4237656 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4238527.500000 Penalty: 3386.136719
	Iteration 6Q: 3 clusters Score -4238528 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4239733.500000 Penalty: 3386.136719
	Iteration 7F: 3 clusters Score -4239734 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4241013.500000 Penalty: 3386.136719
	Iteration 8F: 3 clusters Score -4241014 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -4241804.500000 Penalty: 3386.136719
	Iteration 9Q: 3 clusters Score -4241804 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4242142.000000 Penalty: 3386.136719
	Iteration 10Q: 3 clusters Score -4242142 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4242301.000000 Penalty: 3386.136719
	Iteration 11Q: 3 clusters Score -4242301 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4242391.500000 Penalty: 3386.136719
	Iteration 12Q: 3 clusters Score -4242392 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4242485.000000 Penalty: 3386.136719
	Iteration 13Q: 3 clusters Score -4242485 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4242554.500000 Penalty: 3386.136719
	Iteration 14Q: 3 clusters Score -4242554 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4242636.500000 Penalty: 3386.136719
	Iteration 15Q: 3 clusters Score -4242636 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -4242743.000000 Penalty: 3386.136719
	Iteration 16Q: 3 clusters Score -4242743 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4242838.500000 Penalty: 3386.136719
	Iteration 17Q: 3 clusters Score -4242838 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4242905.500000 Penalty: 3386.136719
	Iteration 18Q: 3 clusters Score -4242906 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4243026.000000 Penalty: 3386.136719
	Iteration 19Q: 3 clusters Score -4243026 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4243169.500000 Penalty: 3386.136719
	Iteration 20F: 3 clusters Score -4243170 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4243317.000000 Penalty: 3386.136719
	Iteration 21Q: 3 clusters Score -4243317 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4243447.500000 Penalty: 3386.136719
	Iteration 22Q: 3 clusters Score -4243448 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4243602.500000 Penalty: 3386.136719
	Iteration 23Q: 3 clusters Score -4243602 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4243740.000000 Penalty: 3386.136719
	Iteration 24Q: 3 clusters Score -4243740 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -4243884.500000 Penalty: 3386.136719
	Iteration 25Q: 3 clusters Score -4243884 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4244033.000000 Penalty: 3386.136719
	Iteration 26Q: 3 clusters Score -4244033 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4244170.000000 Penalty: 3386.136719
	Iteration 27Q: 3 clusters Score -4244170 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4244386.500000 Penalty: 3386.136719
	Iteration 28Q: 3 clusters Score -4244386 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4244581.500000 Penalty: 3386.136719
	Iteration 29Q: 3 clusters Score -4244582 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4244782.500000 Penalty: 3386.136719
	Iteration 30Q: 3 clusters Score -4244782 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4244990.000000 Penalty: 3386.136719
	Iteration 31Q: 3 clusters Score -4244990 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4245220.500000 Penalty: 3386.136719
	Iteration 32Q: 3 clusters Score -4245220 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4245498.000000 Penalty: 3386.136719
	Iteration 33Q: 3 clusters Score -4245498 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4245743.500000 Penalty: 3386.136719
	Iteration 34Q: 3 clusters Score -4245744 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4245985.000000 Penalty: 3386.136719
	Iteration 35Q: 3 clusters Score -4245985 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4246226.000000 Penalty: 3386.136719
	Iteration 36Q: 3 clusters Score -4246226 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4246453.500000 Penalty: 3386.136719
	Iteration 37Q: 3 clusters Score -4246454 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4246651.000000 Penalty: 3386.136719
	Iteration 38Q: 3 clusters Score -4246651 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4246842.500000 Penalty: 3386.136719
	Iteration 39Q: 3 clusters Score -4246842 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4247037.500000 Penalty: 3386.136719
	Iteration 40F: 3 clusters Score -4247038 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4247170.500000 Penalty: 3386.136719
	Iteration 41Q: 3 clusters Score -4247170 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4247300.500000 Penalty: 3386.136719
	Iteration 42Q: 3 clusters Score -4247300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4247405.500000 Penalty: 3386.136719
	Iteration 43Q: 3 clusters Score -4247406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4247480.000000 Penalty: 3386.136719
	Iteration 44Q: 3 clusters Score -4247480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4247541.000000 Penalty: 3386.136719
	Iteration 45Q: 3 clusters Score -4247541 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4247598.500000 Penalty: 3386.136719
	Iteration 46Q: 3 clusters Score -4247598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4247645.000000 Penalty: 3386.136719
	Iteration 47Q: 3 clusters Score -4247645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4247683.500000 Penalty: 3386.136719
	Iteration 48Q: 3 clusters Score -4247684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4247711.000000 Penalty: 3386.136719
	Iteration 49Q: 3 clusters Score -4247711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4247735.000000 Penalty: 3386.136719
	Iteration 50Q: 3 clusters Score -4247735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4247747.000000 Penalty: 3386.136719
	Iteration 51Q: 3 clusters Score -4247747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4247762.000000 Penalty: 3386.136719
	Iteration 52Q: 3 clusters Score -4247762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4247766.500000 Penalty: 3386.136719
	Iteration 53Q: 3 clusters Score -4247766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4247782.000000 Penalty: 3386.136719
	Iteration 54Q: 3 clusters Score -4247782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4247786.500000 Penalty: 3386.136719
	Iteration 55Q: 3 clusters Score -4247786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4247788.000000 Penalty: 3386.136719
	Iteration 56Q: 3 clusters Score -4247788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4247793.000000 Penalty: 3386.136719
	Iteration 57Q: 3 clusters Score -4247793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4247796.500000 Penalty: 3386.136719
	Iteration 58Q: 3 clusters Score -4247796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4247805.500000 Penalty: 3386.136719
	Iteration 59Q: 3 clusters Score -4247806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4247812.000000 Penalty: 3386.136719
	Iteration 60F: 3 clusters Score -4247812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4247818.000000 Penalty: 3386.136719
	Iteration 61Q: 3 clusters Score -4247818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4247820.500000 Penalty: 3386.136719
	Iteration 62Q: 3 clusters Score -4247820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4247823.500000 Penalty: 3386.136719
	Iteration 63Q: 3 clusters Score -4247824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4247821.500000 Penalty: 3386.136719
	Iteration 64Q: 3 clusters Score -4247822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4247822.500000 Penalty: 3386.136719
	Iteration 65Q: 3 clusters Score -4247822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4247821.500000 Penalty: 3386.136719
	Iteration 66Q: 3 clusters Score -4247822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4247826.000000 Penalty: 3386.136719
	Iteration 67Q: 3 clusters Score -4247826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4247826.500000 Penalty: 3386.136719
	Iteration 68Q: 3 clusters Score -4247826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4247829.500000 Penalty: 3386.136719
	Iteration 69Q: 3 clusters Score -4247830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4247831.500000 Penalty: 3386.136719
	Iteration 70Q: 3 clusters Score -4247832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4247833.000000 Penalty: 3386.136719
	Iteration 71Q: 3 clusters Score -4247833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4247836.500000 Penalty: 3386.136719
	Iteration 72Q: 3 clusters Score -4247836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4247838.000000 Penalty: 3386.136719
	Iteration 73Q: 3 clusters Score -4247838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4247837.000000 Penalty: 3386.136719
	Iteration 74Q: 3 clusters Score -4247837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4247838.500000 Penalty: 3386.136719
	Iteration 75Q: 3 clusters Score -4247838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4247836.000000 Penalty: 3386.136719
	Iteration 76Q: 3 clusters Score -4247836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4247842.000000 Penalty: 3386.136719
	Iteration 77Q: 3 clusters Score -4247842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4247840.500000 Penalty: 3386.136719
	Iteration 78Q: 3 clusters Score -4247840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4247842.000000 Penalty: 3386.136719
	Iteration 79Q: 3 clusters Score -4247842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4247843.500000 Penalty: 3386.136719
	Iteration 80F: 3 clusters Score -4247844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4247845.500000 Penalty: 3386.136719
	Iteration 81Q: 3 clusters Score -4247846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4247846.500000 Penalty: 3386.136719
	Iteration 82Q: 3 clusters Score -4247846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4247852.000000 Penalty: 3386.136719
	Iteration 83Q: 3 clusters Score -4247852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4247852.500000 Penalty: 3386.136719
	Iteration 84Q: 3 clusters Score -4247852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4247852.500000 Penalty: 3386.136719
	Iteration 85F: 3 clusters Score -4247852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -39100.472656 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -39100.47 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 247 members 
Entering Unmasked Estep 
Score: -38169.667969 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -38169.67 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38697.125000 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -38697.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39092.843750 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -39092.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -39428.058594 Penalty: 2013.844360
	Iteration 3F: 3 clusters Score -39428.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39776.960938 Penalty: 2013.844360
	Iteration 4F: 3 clusters Score -39776.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39932.925781 Penalty: 2013.844360
	Iteration 5F: 3 clusters Score -39932.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39971.703125 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -39971.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39994.468750 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -39994.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39994.468750 Penalty: 2013.844360
	Iteration 8F: 3 clusters Score -39994.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 40962 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97159 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 117372 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14255 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144706 members 
Mstep: Class 29 contains 112241 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108402 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 266 members 
Entering Unmasked Estep 
Score: -141731008.000000 Penalty: 83940.617188
Splitting cluster 17 changes total score from -141731184.000000 to -141731008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -1869490.000000 Penalty: 1564.196045
	Iteration 0F: 2 clusters Score -1869490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1859057.750000 Penalty: 3128.392090
	Iteration 0F: 3 clusters Score -1859058 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1863186.250000 Penalty: 3128.392090
	Iteration 1F: 3 clusters Score -1863186 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1864127.625000 Penalty: 3128.392090
	Iteration 2F: 3 clusters Score -1864128 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1865137.250000 Penalty: 3128.392090
	Iteration 3F: 3 clusters Score -1865137 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1866138.875000 Penalty: 3128.392090
	Iteration 4F: 3 clusters Score -1866139 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1867011.125000 Penalty: 3128.392090
	Iteration 5F: 3 clusters Score -1867011 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1867615.875000 Penalty: 3128.392090
	Iteration 6F: 3 clusters Score -1867616 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1867994.500000 Penalty: 3128.392090
	Iteration 7Q: 3 clusters Score -1867994 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1868227.000000 Penalty: 3128.392090
	Iteration 8Q: 3 clusters Score -1868227 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1868375.250000 Penalty: 3128.392090
	Iteration 9Q: 3 clusters Score -1868375 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1868496.125000 Penalty: 3128.392090
	Iteration 10Q: 3 clusters Score -1868496 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1868610.000000 Penalty: 3128.392090
	Iteration 11Q: 3 clusters Score -1868610 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1868701.000000 Penalty: 3128.392090
	Iteration 12Q: 3 clusters Score -1868701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1868771.500000 Penalty: 3128.392090
	Iteration 13Q: 3 clusters Score -1868772 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1868821.000000 Penalty: 3128.392090
	Iteration 14Q: 3 clusters Score -1868821 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1868860.375000 Penalty: 3128.392090
	Iteration 15Q: 3 clusters Score -1868860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1868893.875000 Penalty: 3128.392090
	Iteration 16Q: 3 clusters Score -1868894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1868927.375000 Penalty: 3128.392090
	Iteration 17Q: 3 clusters Score -1868927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1868959.250000 Penalty: 3128.392090
	Iteration 18Q: 3 clusters Score -1868959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1868980.625000 Penalty: 3128.392090
	Iteration 19Q: 3 clusters Score -1868981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1868996.875000 Penalty: 3128.392090
	Iteration 20F: 3 clusters Score -1868997 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1869019.875000 Penalty: 3128.392090
	Iteration 21Q: 3 clusters Score -1869020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1869041.000000 Penalty: 3128.392090
	Iteration 22Q: 3 clusters Score -1869041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1869055.000000 Penalty: 3128.392090
	Iteration 23Q: 3 clusters Score -1869055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1869069.000000 Penalty: 3128.392090
	Iteration 24Q: 3 clusters Score -1869069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1869085.000000 Penalty: 3128.392090
	Iteration 25Q: 3 clusters Score -1869085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1869105.125000 Penalty: 3128.392090
	Iteration 26Q: 3 clusters Score -1869105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1869113.625000 Penalty: 3128.392090
	Iteration 27Q: 3 clusters Score -1869114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1869124.125000 Penalty: 3128.392090
	Iteration 28Q: 3 clusters Score -1869124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1869146.875000 Penalty: 3128.392090
	Iteration 29Q: 3 clusters Score -1869147 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1869166.125000 Penalty: 3128.392090
	Iteration 30Q: 3 clusters Score -1869166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1869172.625000 Penalty: 3128.392090
	Iteration 31Q: 3 clusters Score -1869173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1869182.625000 Penalty: 3128.392090
	Iteration 32Q: 3 clusters Score -1869183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1869190.375000 Penalty: 3128.392090
	Iteration 33Q: 3 clusters Score -1869190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1869201.500000 Penalty: 3128.392090
	Iteration 34Q: 3 clusters Score -1869202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1869207.375000 Penalty: 3128.392090
	Iteration 35Q: 3 clusters Score -1869207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1869215.625000 Penalty: 3128.392090
	Iteration 36Q: 3 clusters Score -1869216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1869223.625000 Penalty: 3128.392090
	Iteration 37Q: 3 clusters Score -1869224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1869238.375000 Penalty: 3128.392090
	Iteration 38Q: 3 clusters Score -1869238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1869245.250000 Penalty: 3128.392090
	Iteration 39Q: 3 clusters Score -1869245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1869250.500000 Penalty: 3128.392090
	Iteration 40F: 3 clusters Score -1869250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1869256.875000 Penalty: 3128.392090
	Iteration 41Q: 3 clusters Score -1869257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1869264.500000 Penalty: 3128.392090
	Iteration 42Q: 3 clusters Score -1869264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1869272.375000 Penalty: 3128.392090
	Iteration 43Q: 3 clusters Score -1869272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1869282.000000 Penalty: 3128.392090
	Iteration 44Q: 3 clusters Score -1869282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1869289.125000 Penalty: 3128.392090
	Iteration 45Q: 3 clusters Score -1869289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1869297.375000 Penalty: 3128.392090
	Iteration 46Q: 3 clusters Score -1869297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1869306.375000 Penalty: 3128.392090
	Iteration 47Q: 3 clusters Score -1869306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1869311.625000 Penalty: 3128.392090
	Iteration 48Q: 3 clusters Score -1869312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1869314.125000 Penalty: 3128.392090
	Iteration 49Q: 3 clusters Score -1869314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1869323.125000 Penalty: 3128.392090
	Iteration 50Q: 3 clusters Score -1869323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1869331.625000 Penalty: 3128.392090
	Iteration 51Q: 3 clusters Score -1869332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1869335.875000 Penalty: 3128.392090
	Iteration 52Q: 3 clusters Score -1869336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1869340.875000 Penalty: 3128.392090
	Iteration 53Q: 3 clusters Score -1869341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1869344.125000 Penalty: 3128.392090
	Iteration 54Q: 3 clusters Score -1869344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1869342.625000 Penalty: 3128.392090
	Iteration 55Q: 3 clusters Score -1869343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1869339.625000 Penalty: 3128.392090
	Iteration 56Q: 3 clusters Score -1869340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1869345.500000 Penalty: 3128.392090
	Iteration 57Q: 3 clusters Score -1869346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1869349.375000 Penalty: 3128.392090
	Iteration 58Q: 3 clusters Score -1869349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1869351.250000 Penalty: 3128.392090
	Iteration 59Q: 3 clusters Score -1869351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1869354.875000 Penalty: 3128.392090
	Iteration 60F: 3 clusters Score -1869355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1869356.125000 Penalty: 3128.392090
	Iteration 61Q: 3 clusters Score -1869356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1869355.125000 Penalty: 3128.392090
	Iteration 62Q: 3 clusters Score -1869355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1869358.125000 Penalty: 3128.392090
	Iteration 63Q: 3 clusters Score -1869358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1869359.625000 Penalty: 3128.392090
	Iteration 64Q: 3 clusters Score -1869360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1869360.750000 Penalty: 3128.392090
	Iteration 65Q: 3 clusters Score -1869361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1869359.625000 Penalty: 3128.392090
	Iteration 66Q: 3 clusters Score -1869360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1869361.500000 Penalty: 3128.392090
	Iteration 67Q: 3 clusters Score -1869362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1869360.500000 Penalty: 3128.392090
	Iteration 68Q: 3 clusters Score -1869360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1869359.375000 Penalty: 3128.392090
	Iteration 69Q: 3 clusters Score -1869359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1869357.125000 Penalty: 3128.392090
	Iteration 70Q: 3 clusters Score -1869357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1869357.125000 Penalty: 3128.392090
	Iteration 71Q: 3 clusters Score -1869357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1869356.250000 Penalty: 3128.392090
	Iteration 72Q: 3 clusters Score -1869356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1869356.250000 Penalty: 3128.392090
	Iteration 73F: 3 clusters Score -1869356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (117372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Entering Unmasked Estep 
Score: -14878992.000000 Penalty: 1896.879272
	Iteration 0F: 2 clusters Score -1.487899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -14805799.000000 Penalty: 3793.758545
	Iteration 0F: 3 clusters Score -1.48058e+07 nChanged 56256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -14838671.000000 Penalty: 3793.758545
	Iteration 1F: 3 clusters Score -1.483867e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -14839969.000000 Penalty: 3793.758545
	Iteration 2Q: 3 clusters Score -1.483997e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -14841688.000000 Penalty: 3793.758545
	Iteration 3Q: 3 clusters Score -1.484169e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -14844337.000000 Penalty: 3793.758545
	Iteration 4Q: 3 clusters Score -1.484434e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -14847905.000000 Penalty: 3793.758545
	Iteration 5F: 3 clusters Score -1.48479e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -14852823.000000 Penalty: 3793.758545
	Iteration 6F: 3 clusters Score -1.485282e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -14858176.000000 Penalty: 3793.758545
	Iteration 7F: 3 clusters Score -1.485818e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -14863515.000000 Penalty: 3793.758545
	Iteration 8F: 3 clusters Score -1.486352e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -14867139.000000 Penalty: 3793.758545
	Iteration 9F: 3 clusters Score -1.486714e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -14868929.000000 Penalty: 3793.758545
	Iteration 10Q: 3 clusters Score -1.486893e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -14869740.000000 Penalty: 3793.758545
	Iteration 11Q: 3 clusters Score -1.486974e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -14870064.000000 Penalty: 3793.758545
	Iteration 12Q: 3 clusters Score -1.487006e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -14870418.000000 Penalty: 3793.758545
	Iteration 13Q: 3 clusters Score -1.487042e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -14870727.000000 Penalty: 3793.758545
	Iteration 14Q: 3 clusters Score -1.487073e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -14870927.000000 Penalty: 3793.758545
	Iteration 15Q: 3 clusters Score -1.487093e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -14871061.000000 Penalty: 3793.758545
	Iteration 16Q: 3 clusters Score -1.487106e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -14871315.000000 Penalty: 3793.758545
	Iteration 17Q: 3 clusters Score -1.487132e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -14871471.000000 Penalty: 3793.758545
	Iteration 18Q: 3 clusters Score -1.487147e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -14871599.000000 Penalty: 3793.758545
	Iteration 19Q: 3 clusters Score -1.48716e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -14871692.000000 Penalty: 3793.758545
	Iteration 20F: 3 clusters Score -1.487169e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -14871734.000000 Penalty: 3793.758545
	Iteration 21Q: 3 clusters Score -1.487173e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -14871807.000000 Penalty: 3793.758545
	Iteration 22Q: 3 clusters Score -1.487181e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -14871836.000000 Penalty: 3793.758545
	Iteration 23Q: 3 clusters Score -1.487184e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -14871862.000000 Penalty: 3793.758545
	Iteration 24Q: 3 clusters Score -1.487186e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -14871877.000000 Penalty: 3793.758545
	Iteration 25Q: 3 clusters Score -1.487188e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -14871917.000000 Penalty: 3793.758545
	Iteration 26Q: 3 clusters Score -1.487192e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -14871898.000000 Penalty: 3793.758545
	Iteration 27Q: 3 clusters Score -1.48719e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -14871922.000000 Penalty: 3793.758545
	Iteration 28Q: 3 clusters Score -1.487192e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -14871991.000000 Penalty: 3793.758545
	Iteration 29Q: 3 clusters Score -1.487199e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -14871998.000000 Penalty: 3793.758545
	Iteration 30Q: 3 clusters Score -1.4872e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -14872023.000000 Penalty: 3793.758545
	Iteration 31Q: 3 clusters Score -1.487202e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -14872067.000000 Penalty: 3793.758545
	Iteration 32Q: 3 clusters Score -1.487207e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -14872079.000000 Penalty: 3793.758545
	Iteration 33Q: 3 clusters Score -1.487208e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -14872103.000000 Penalty: 3793.758545
	Iteration 34Q: 3 clusters Score -1.48721e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -14872124.000000 Penalty: 3793.758545
	Iteration 35Q: 3 clusters Score -1.487212e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -14872155.000000 Penalty: 3793.758545
	Iteration 36Q: 3 clusters Score -1.487216e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -14872147.000000 Penalty: 3793.758545
	Iteration 37Q: 3 clusters Score -1.487215e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -14872114.000000 Penalty: 3793.758545
	Iteration 38Q: 3 clusters Score -1.487211e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -14872097.000000 Penalty: 3793.758545
	Iteration 39Q: 3 clusters Score -1.48721e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -14872110.000000 Penalty: 3793.758545
	Iteration 40F: 3 clusters Score -1.487211e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -14872121.000000 Penalty: 3793.758545
	Iteration 41Q: 3 clusters Score -1.487212e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -14872179.000000 Penalty: 3793.758545
	Iteration 42Q: 3 clusters Score -1.487218e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -14872219.000000 Penalty: 3793.758545
	Iteration 43Q: 3 clusters Score -1.487222e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -14872197.000000 Penalty: 3793.758545
	Iteration 44Q: 3 clusters Score -1.48722e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -14872229.000000 Penalty: 3793.758545
	Iteration 45Q: 3 clusters Score -1.487223e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -14872298.000000 Penalty: 3793.758545
	Iteration 46Q: 3 clusters Score -1.48723e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -14872288.000000 Penalty: 3793.758545
	Iteration 47Q: 3 clusters Score -1.487229e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -14872309.000000 Penalty: 3793.758545
	Iteration 48Q: 3 clusters Score -1.487231e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -14872345.000000 Penalty: 3793.758545
	Iteration 49Q: 3 clusters Score -1.487234e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -14872349.000000 Penalty: 3793.758545
	Iteration 50Q: 3 clusters Score -1.487235e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -14872377.000000 Penalty: 3793.758545
	Iteration 51Q: 3 clusters Score -1.487238e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -14872388.000000 Penalty: 3793.758545
	Iteration 52Q: 3 clusters Score -1.487239e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -14872454.000000 Penalty: 3793.758545
	Iteration 53Q: 3 clusters Score -1.487245e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -14872540.000000 Penalty: 3793.758545
	Iteration 54Q: 3 clusters Score -1.487254e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -14872562.000000 Penalty: 3793.758545
	Iteration 55Q: 3 clusters Score -1.487256e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -14872617.000000 Penalty: 3793.758545
	Iteration 56Q: 3 clusters Score -1.487262e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -14872624.000000 Penalty: 3793.758545
	Iteration 57Q: 3 clusters Score -1.487262e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -14872673.000000 Penalty: 3793.758545
	Iteration 58Q: 3 clusters Score -1.487267e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -14872659.000000 Penalty: 3793.758545
	Iteration 59Q: 3 clusters Score -1.487266e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -14872610.000000 Penalty: 3793.758545
	Iteration 60F: 3 clusters Score -1.487261e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -14872632.000000 Penalty: 3793.758545
	Iteration 61Q: 3 clusters Score -1.487263e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -14872700.000000 Penalty: 3793.758545
	Iteration 62Q: 3 clusters Score -1.48727e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -14872731.000000 Penalty: 3793.758545
	Iteration 63Q: 3 clusters Score -1.487273e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -14872786.000000 Penalty: 3793.758545
	Iteration 64Q: 3 clusters Score -1.487279e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -14872884.000000 Penalty: 3793.758545
	Iteration 65Q: 3 clusters Score -1.487288e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -14872924.000000 Penalty: 3793.758545
	Iteration 66Q: 3 clusters Score -1.487292e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -14872961.000000 Penalty: 3793.758545
	Iteration 67Q: 3 clusters Score -1.487296e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -14873028.000000 Penalty: 3793.758545
	Iteration 68Q: 3 clusters Score -1.487303e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -14873100.000000 Penalty: 3793.758545
	Iteration 69Q: 3 clusters Score -1.48731e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -14873206.000000 Penalty: 3793.758545
	Iteration 70Q: 3 clusters Score -1.487321e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -14873240.000000 Penalty: 3793.758545
	Iteration 71Q: 3 clusters Score -1.487324e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -14873324.000000 Penalty: 3793.758545
	Iteration 72Q: 3 clusters Score -1.487332e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -14873430.000000 Penalty: 3793.758545
	Iteration 73Q: 3 clusters Score -1.487343e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -14873554.000000 Penalty: 3793.758545
	Iteration 74Q: 3 clusters Score -1.487355e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -14873669.000000 Penalty: 3793.758545
	Iteration 75Q: 3 clusters Score -1.487367e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -14873793.000000 Penalty: 3793.758545
	Iteration 76Q: 3 clusters Score -1.487379e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -14873909.000000 Penalty: 3793.758545
	Iteration 77Q: 3 clusters Score -1.487391e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -14874015.000000 Penalty: 3793.758545
	Iteration 78Q: 3 clusters Score -1.487402e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95283 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -14874043.000000 Penalty: 3793.758545
	Iteration 79Q: 3 clusters Score -1.487404e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -14874138.000000 Penalty: 3793.758545
	Iteration 80F: 3 clusters Score -1.487414e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -14874154.000000 Penalty: 3793.758545
	Iteration 81Q: 3 clusters Score -1.487415e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -14874193.000000 Penalty: 3793.758545
	Iteration 82Q: 3 clusters Score -1.487419e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -14874249.000000 Penalty: 3793.758545
	Iteration 83Q: 3 clusters Score -1.487425e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -14874317.000000 Penalty: 3793.758545
	Iteration 84Q: 3 clusters Score -1.487432e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -14874447.000000 Penalty: 3793.758545
	Iteration 85Q: 3 clusters Score -1.487445e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -14874585.000000 Penalty: 3793.758545
	Iteration 86Q: 3 clusters Score -1.487458e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -14874666.000000 Penalty: 3793.758545
	Iteration 87Q: 3 clusters Score -1.487467e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -14874803.000000 Penalty: 3793.758545
	Iteration 88Q: 3 clusters Score -1.48748e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -14874967.000000 Penalty: 3793.758545
	Iteration 89Q: 3 clusters Score -1.487497e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -14875139.000000 Penalty: 3793.758545
	Iteration 90Q: 3 clusters Score -1.487514e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -14875255.000000 Penalty: 3793.758545
	Iteration 91Q: 3 clusters Score -1.487526e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -14875357.000000 Penalty: 3793.758545
	Iteration 92Q: 3 clusters Score -1.487536e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -14875478.000000 Penalty: 3793.758545
	Iteration 93Q: 3 clusters Score -1.487548e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -14875623.000000 Penalty: 3793.758545
	Iteration 94Q: 3 clusters Score -1.487562e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -14875746.000000 Penalty: 3793.758545
	Iteration 95Q: 3 clusters Score -1.487575e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -14875875.000000 Penalty: 3793.758545
	Iteration 96Q: 3 clusters Score -1.487588e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -14875976.000000 Penalty: 3793.758545
	Iteration 97Q: 3 clusters Score -1.487598e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -14876096.000000 Penalty: 3793.758545
	Iteration 98Q: 3 clusters Score -1.48761e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -14876218.000000 Penalty: 3793.758545
	Iteration 99Q: 3 clusters Score -1.487622e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -14876295.000000 Penalty: 3793.758545
	Iteration 100F: 3 clusters Score -1.48763e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -14876438.000000 Penalty: 3793.758545
	Iteration 101Q: 3 clusters Score -1.487644e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -14876508.000000 Penalty: 3793.758545
	Iteration 102Q: 3 clusters Score -1.487651e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -14876600.000000 Penalty: 3793.758545
	Iteration 103Q: 3 clusters Score -1.48766e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -14876665.000000 Penalty: 3793.758545
	Iteration 104Q: 3 clusters Score -1.487666e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -14876709.000000 Penalty: 3793.758545
	Iteration 105Q: 3 clusters Score -1.487671e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -14876738.000000 Penalty: 3793.758545
	Iteration 106Q: 3 clusters Score -1.487674e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -14876765.000000 Penalty: 3793.758545
	Iteration 107Q: 3 clusters Score -1.487676e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -14876803.000000 Penalty: 3793.758545
	Iteration 108Q: 3 clusters Score -1.48768e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -14876891.000000 Penalty: 3793.758545
	Iteration 109Q: 3 clusters Score -1.487689e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -14876954.000000 Penalty: 3793.758545
	Iteration 110Q: 3 clusters Score -1.487695e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108316 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -14877070.000000 Penalty: 3793.758545
	Iteration 111Q: 3 clusters Score -1.487707e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108583 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -14877061.000000 Penalty: 3793.758545
	Iteration 112Q: 3 clusters Score -1.487706e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -14877089.000000 Penalty: 3793.758545
	Iteration 113Q: 3 clusters Score -1.487709e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -14877092.000000 Penalty: 3793.758545
	Iteration 114Q: 3 clusters Score -1.487709e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109402 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -14877153.000000 Penalty: 3793.758545
	Iteration 115Q: 3 clusters Score -1.487715e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -14877169.000000 Penalty: 3793.758545
	Iteration 116Q: 3 clusters Score -1.487717e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -14877220.000000 Penalty: 3793.758545
	Iteration 117Q: 3 clusters Score -1.487722e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -14877254.000000 Penalty: 3793.758545
	Iteration 118Q: 3 clusters Score -1.487725e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -14877324.000000 Penalty: 3793.758545
	Iteration 119Q: 3 clusters Score -1.487732e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110533 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -14877349.000000 Penalty: 3793.758545
	Iteration 120F: 3 clusters Score -1.487735e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -14877389.000000 Penalty: 3793.758545
	Iteration 121Q: 3 clusters Score -1.487739e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -14877418.000000 Penalty: 3793.758545
	Iteration 122Q: 3 clusters Score -1.487742e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -14877462.000000 Penalty: 3793.758545
	Iteration 123Q: 3 clusters Score -1.487746e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -14877492.000000 Penalty: 3793.758545
	Iteration 124Q: 3 clusters Score -1.487749e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -14877556.000000 Penalty: 3793.758545
	Iteration 125Q: 3 clusters Score -1.487756e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -14877580.000000 Penalty: 3793.758545
	Iteration 126Q: 3 clusters Score -1.487758e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111713 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -14877591.000000 Penalty: 3793.758545
	Iteration 127Q: 3 clusters Score -1.487759e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111835 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -14877616.000000 Penalty: 3793.758545
	Iteration 128Q: 3 clusters Score -1.487762e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -14877644.000000 Penalty: 3793.758545
	Iteration 129Q: 3 clusters Score -1.487764e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -14877628.000000 Penalty: 3793.758545
	Iteration 130Q: 3 clusters Score -1.487763e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -14877658.000000 Penalty: 3793.758545
	Iteration 131Q: 3 clusters Score -1.487766e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112226 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -14877695.000000 Penalty: 3793.758545
	Iteration 132Q: 3 clusters Score -1.48777e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112319 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -14877684.000000 Penalty: 3793.758545
	Iteration 133Q: 3 clusters Score -1.487768e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -14877715.000000 Penalty: 3793.758545
	Iteration 134Q: 3 clusters Score -1.487772e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -14877738.000000 Penalty: 3793.758545
	Iteration 135Q: 3 clusters Score -1.487774e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -14877749.000000 Penalty: 3793.758545
	Iteration 136Q: 3 clusters Score -1.487775e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -14877765.000000 Penalty: 3793.758545
	Iteration 137Q: 3 clusters Score -1.487776e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -14877761.000000 Penalty: 3793.758545
	Iteration 138Q: 3 clusters Score -1.487776e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -14877763.000000 Penalty: 3793.758545
	Iteration 139Q: 3 clusters Score -1.487776e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -14877789.000000 Penalty: 3793.758545
	Iteration 140F: 3 clusters Score -1.487779e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -14877777.000000 Penalty: 3793.758545
	Iteration 141Q: 3 clusters Score -1.487778e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112885 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -14877788.000000 Penalty: 3793.758545
	Iteration 142Q: 3 clusters Score -1.487779e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -14877765.000000 Penalty: 3793.758545
	Iteration 143Q: 3 clusters Score -1.487776e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112961 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -14877775.000000 Penalty: 3793.758545
	Iteration 144Q: 3 clusters Score -1.487778e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -14877767.000000 Penalty: 3793.758545
	Iteration 145Q: 3 clusters Score -1.487777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -14877768.000000 Penalty: 3793.758545
	Iteration 146Q: 3 clusters Score -1.487777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -14877775.000000 Penalty: 3793.758545
	Iteration 147Q: 3 clusters Score -1.487778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -14877790.000000 Penalty: 3793.758545
	Iteration 148Q: 3 clusters Score -1.487779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -14877782.000000 Penalty: 3793.758545
	Iteration 149Q: 3 clusters Score -1.487778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -14877774.000000 Penalty: 3793.758545
	Iteration 150Q: 3 clusters Score -1.487777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113188 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -14877790.000000 Penalty: 3793.758545
	Iteration 151Q: 3 clusters Score -1.487779e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -14877797.000000 Penalty: 3793.758545
	Iteration 152Q: 3 clusters Score -1.48778e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113244 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -14877795.000000 Penalty: 3793.758545
	Iteration 153Q: 3 clusters Score -1.48778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -14877785.000000 Penalty: 3793.758545
	Iteration 154Q: 3 clusters Score -1.487778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113312 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -14877786.000000 Penalty: 3793.758545
	Iteration 155Q: 3 clusters Score -1.487779e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113350 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -14877798.000000 Penalty: 3793.758545
	Iteration 156Q: 3 clusters Score -1.48778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -14877802.000000 Penalty: 3793.758545
	Iteration 157Q: 3 clusters Score -1.48778e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -14877802.000000 Penalty: 3793.758545
	Iteration 158Q: 3 clusters Score -1.48778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -14877810.000000 Penalty: 3793.758545
	Iteration 159Q: 3 clusters Score -1.487781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -14877820.000000 Penalty: 3793.758545
	Iteration 160F: 3 clusters Score -1.487782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -14877811.000000 Penalty: 3793.758545
	Iteration 161Q: 3 clusters Score -1.487781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -14877823.000000 Penalty: 3793.758545
	Iteration 162Q: 3 clusters Score -1.487782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -14877819.000000 Penalty: 3793.758545
	Iteration 163Q: 3 clusters Score -1.487782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -14877804.000000 Penalty: 3793.758545
	Iteration 164Q: 3 clusters Score -1.48778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -14877817.000000 Penalty: 3793.758545
	Iteration 165Q: 3 clusters Score -1.487782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113606 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -14877835.000000 Penalty: 3793.758545
	Iteration 166Q: 3 clusters Score -1.487784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -14877831.000000 Penalty: 3793.758545
	Iteration 167Q: 3 clusters Score -1.487783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113647 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -14877827.000000 Penalty: 3793.758545
	Iteration 168Q: 3 clusters Score -1.487783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -14877811.000000 Penalty: 3793.758545
	Iteration 169Q: 3 clusters Score -1.487781e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -14877827.000000 Penalty: 3793.758545
	Iteration 170Q: 3 clusters Score -1.487783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -14877825.000000 Penalty: 3793.758545
	Iteration 171Q: 3 clusters Score -1.487782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -14877819.000000 Penalty: 3793.758545
	Iteration 172Q: 3 clusters Score -1.487782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14877829.000000 Penalty: 3793.758545
	Iteration 173Q: 3 clusters Score -1.487783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113719 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -14877837.000000 Penalty: 3793.758545
	Iteration 174Q: 3 clusters Score -1.487784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113725 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -14877830.000000 Penalty: 3793.758545
	Iteration 175Q: 3 clusters Score -1.487783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -14877825.000000 Penalty: 3793.758545
	Iteration 176Q: 3 clusters Score -1.487782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14877837.000000 Penalty: 3793.758545
	Iteration 177Q: 3 clusters Score -1.487784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14877833.000000 Penalty: 3793.758545
	Iteration 178Q: 3 clusters Score -1.487783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14877842.000000 Penalty: 3793.758545
	Iteration 179Q: 3 clusters Score -1.487784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -14877838.000000 Penalty: 3793.758545
	Iteration 180F: 3 clusters Score -1.487784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -14877841.000000 Penalty: 3793.758545
	Iteration 181Q: 3 clusters Score -1.487784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -14877853.000000 Penalty: 3793.758545
	Iteration 182Q: 3 clusters Score -1.487785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -14877846.000000 Penalty: 3793.758545
	Iteration 183Q: 3 clusters Score -1.487785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -14877846.000000 Penalty: 3793.758545
	Iteration 184F: 3 clusters Score -1.487785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Entering Unmasked Estep 
Score: -837570.062500 Penalty: 1436.899658
	Iteration 0F: 2 clusters Score -837570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -832375.062500 Penalty: 2873.799316
	Iteration 0F: 3 clusters Score -832375.1 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -833957.250000 Penalty: 2873.799316
	Iteration 1F: 3 clusters Score -833957.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -834280.375000 Penalty: 2873.799316
	Iteration 2F: 3 clusters Score -834280.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -834580.687500 Penalty: 2873.799316
	Iteration 3F: 3 clusters Score -834580.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -834939.125000 Penalty: 2873.799316
	Iteration 4F: 3 clusters Score -834939.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -835364.312500 Penalty: 2873.799316
	Iteration 5F: 3 clusters Score -835364.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -835783.812500 Penalty: 2873.799316
	Iteration 6F: 3 clusters Score -835783.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -836141.187500 Penalty: 2873.799316
	Iteration 7F: 3 clusters Score -836141.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -836393.500000 Penalty: 2873.799316
	Iteration 8Q: 3 clusters Score -836393.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -836578.562500 Penalty: 2873.799316
	Iteration 9Q: 3 clusters Score -836578.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -836682.187500 Penalty: 2873.799316
	Iteration 10Q: 3 clusters Score -836682.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -836761.062500 Penalty: 2873.799316
	Iteration 11Q: 3 clusters Score -836761.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -836822.687500 Penalty: 2873.799316
	Iteration 12Q: 3 clusters Score -836822.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -836854.312500 Penalty: 2873.799316
	Iteration 13Q: 3 clusters Score -836854.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -836871.312500 Penalty: 2873.799316
	Iteration 14Q: 3 clusters Score -836871.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -836882.000000 Penalty: 2873.799316
	Iteration 15Q: 3 clusters Score -836882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -836887.125000 Penalty: 2873.799316
	Iteration 16Q: 3 clusters Score -836887.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -836886.687500 Penalty: 2873.799316
	Iteration 17Q: 3 clusters Score -836886.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -836888.625000 Penalty: 2873.799316
	Iteration 18Q: 3 clusters Score -836888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -836890.625000 Penalty: 2873.799316
	Iteration 19Q: 3 clusters Score -836890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -836893.312500 Penalty: 2873.799316
	Iteration 20F: 3 clusters Score -836893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -836895.437500 Penalty: 2873.799316
	Iteration 21Q: 3 clusters Score -836895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -836895.562500 Penalty: 2873.799316
	Iteration 22Q: 3 clusters Score -836895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -836895.937500 Penalty: 2873.799316
	Iteration 23Q: 3 clusters Score -836895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -836895.937500 Penalty: 2873.799316
	Iteration 24F: 3 clusters Score -836895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -29786.285156 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -29786.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28957.734375 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -28957.73 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29321.457031 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -29321.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29483.457031 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -29483.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29563.115234 Penalty: 1996.162109
	Iteration 3F: 3 clusters Score -29563.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29648.115234 Penalty: 1996.162109
	Iteration 4F: 3 clusters Score -29648.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29711.417969 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -29711.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29799.794922 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -29799.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29824.816406 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -29824.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29837.056641 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -29837.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29838.687500 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -29838.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29860.689453 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -29860.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29862.746094 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -29862.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29874.853516 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -29874.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29876.378906 Penalty: 1996.162109
	Iteration 13Q: 3 clusters Score -29876.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29888.712891 Penalty: 1996.162109
	Iteration 14Q: 3 clusters Score -29888.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29890.691406 Penalty: 1996.162109
	Iteration 15Q: 3 clusters Score -29890.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29893.318359 Penalty: 1996.162109
	Iteration 16Q: 3 clusters Score -29893.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29896.087891 Penalty: 1996.162109
	Iteration 17F: 3 clusters Score -29896.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29898.919922 Penalty: 1996.162109
	Iteration 18Q: 3 clusters Score -29898.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29898.919922 Penalty: 1996.162109
	Iteration 19F: 3 clusters Score -29898.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 40962 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97159 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 117372 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14255 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144706 members 
Mstep: Class 29 contains 112241 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108402 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 286 members 
Entering Unmasked Estep 
Score: -141730144.000000 Penalty: 83940.617188
Splitting cluster 21 changes total score from -141731184.000000 to -141730144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (61982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Entering Unmasked Estep 
Score: -7805760.000000 Penalty: 1793.122437
	Iteration 0F: 2 clusters Score -7805760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -7764218.500000 Penalty: 3586.244873
	Iteration 0F: 3 clusters Score -7764218 nChanged 29354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -7780773.500000 Penalty: 3586.244873
	Iteration 1F: 3 clusters Score -7780774 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7781411.000000 Penalty: 3586.244873
	Iteration 2Q: 3 clusters Score -7781411 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -7782266.500000 Penalty: 3586.244873
	Iteration 3Q: 3 clusters Score -7782266 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -7783739.000000 Penalty: 3586.244873
	Iteration 4Q: 3 clusters Score -7783739 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -7786134.500000 Penalty: 3586.244873
	Iteration 5F: 3 clusters Score -7786134 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -7789913.000000 Penalty: 3586.244873
	Iteration 6F: 3 clusters Score -7789913 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -7794530.000000 Penalty: 3586.244873
	Iteration 7F: 3 clusters Score -7794530 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -7798933.000000 Penalty: 3586.244873
	Iteration 8F: 3 clusters Score -7798933 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7801748.000000 Penalty: 3586.244873
	Iteration 9Q: 3 clusters Score -7801748 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -7803092.000000 Penalty: 3586.244873
	Iteration 10Q: 3 clusters Score -7803092 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -7803774.000000 Penalty: 3586.244873
	Iteration 11Q: 3 clusters Score -7803774 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -7804125.500000 Penalty: 3586.244873
	Iteration 12Q: 3 clusters Score -7804126 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -7804344.000000 Penalty: 3586.244873
	Iteration 13Q: 3 clusters Score -7804344 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -7804510.500000 Penalty: 3586.244873
	Iteration 14Q: 3 clusters Score -7804510 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -7804594.000000 Penalty: 3586.244873
	Iteration 15Q: 3 clusters Score -7804594 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7804663.000000 Penalty: 3586.244873
	Iteration 16Q: 3 clusters Score -7804663 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -7804729.000000 Penalty: 3586.244873
	Iteration 17Q: 3 clusters Score -7804729 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -7804782.500000 Penalty: 3586.244873
	Iteration 18Q: 3 clusters Score -7804782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -7804833.000000 Penalty: 3586.244873
	Iteration 19Q: 3 clusters Score -7804833 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -7804861.000000 Penalty: 3586.244873
	Iteration 20F: 3 clusters Score -7804861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -7804897.000000 Penalty: 3586.244873
	Iteration 21Q: 3 clusters Score -7804897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -7804910.500000 Penalty: 3586.244873
	Iteration 22Q: 3 clusters Score -7804910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -7804912.000000 Penalty: 3586.244873
	Iteration 23Q: 3 clusters Score -7804912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -7804904.500000 Penalty: 3586.244873
	Iteration 24Q: 3 clusters Score -7804904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -7804917.500000 Penalty: 3586.244873
	Iteration 25Q: 3 clusters Score -7804918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -7804918.000000 Penalty: 3586.244873
	Iteration 26Q: 3 clusters Score -7804918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -7804934.000000 Penalty: 3586.244873
	Iteration 27Q: 3 clusters Score -7804934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -7804932.000000 Penalty: 3586.244873
	Iteration 28Q: 3 clusters Score -7804932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -7804954.000000 Penalty: 3586.244873
	Iteration 29Q: 3 clusters Score -7804954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -7804967.500000 Penalty: 3586.244873
	Iteration 30Q: 3 clusters Score -7804968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -7804964.500000 Penalty: 3586.244873
	Iteration 31Q: 3 clusters Score -7804964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -7804967.500000 Penalty: 3586.244873
	Iteration 32Q: 3 clusters Score -7804968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -7804963.000000 Penalty: 3586.244873
	Iteration 33Q: 3 clusters Score -7804963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -7804966.500000 Penalty: 3586.244873
	Iteration 34Q: 3 clusters Score -7804966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -7804964.500000 Penalty: 3586.244873
	Iteration 35Q: 3 clusters Score -7804964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -7804969.000000 Penalty: 3586.244873
	Iteration 36Q: 3 clusters Score -7804969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -7804967.500000 Penalty: 3586.244873
	Iteration 37Q: 3 clusters Score -7804968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -7804973.000000 Penalty: 3586.244873
	Iteration 38Q: 3 clusters Score -7804973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -7804973.000000 Penalty: 3586.244873
	Iteration 39F: 3 clusters Score -7804973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -281149.468750 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -281149.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -278898.062500 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -278898.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -279379.531250 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -279379.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279629.375000 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -279629.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -279883.000000 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -279883 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -280109.343750 Penalty: 2518.389648
	Iteration 4F: 3 clusters Score -280109.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280269.812500 Penalty: 2518.389648
	Iteration 5F: 3 clusters Score -280269.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -280377.718750 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -280377.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -280461.843750 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -280461.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -280513.843750 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -280513.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -280541.906250 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -280541.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280565.062500 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -280565.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280577.156250 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -280577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280582.562500 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -280582.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -280587.250000 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -280587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -280588.468750 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -280588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -280588.812500 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -280588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280589.906250 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -280589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -280590.687500 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -280590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280590.875000 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -280590.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280590.875000 Penalty: 2518.389648
	Iteration 19F: 3 clusters Score -280590.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1746281.750000 Penalty: 1554.290283
	Iteration 0F: 2 clusters Score -1746282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1736530.250000 Penalty: 3108.580566
	Iteration 0F: 3 clusters Score -1736530 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1740097.000000 Penalty: 3108.580566
	Iteration 1F: 3 clusters Score -1740097 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1740462.375000 Penalty: 3108.580566
	Iteration 2F: 3 clusters Score -1740462 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1740763.625000 Penalty: 3108.580566
	Iteration 3Q: 3 clusters Score -1740764 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1741118.375000 Penalty: 3108.580566
	Iteration 4Q: 3 clusters Score -1741118 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1741524.750000 Penalty: 3108.580566
	Iteration 5Q: 3 clusters Score -1741525 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1741986.250000 Penalty: 3108.580566
	Iteration 6Q: 3 clusters Score -1741986 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1742501.625000 Penalty: 3108.580566
	Iteration 7F: 3 clusters Score -1742502 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1742991.500000 Penalty: 3108.580566
	Iteration 8Q: 3 clusters Score -1742992 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1743484.625000 Penalty: 3108.580566
	Iteration 9Q: 3 clusters Score -1743485 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1743961.875000 Penalty: 3108.580566
	Iteration 10Q: 3 clusters Score -1743962 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1744391.875000 Penalty: 3108.580566
	Iteration 11Q: 3 clusters Score -1744392 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1744735.750000 Penalty: 3108.580566
	Iteration 12Q: 3 clusters Score -1744736 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1744991.625000 Penalty: 3108.580566
	Iteration 13Q: 3 clusters Score -1744992 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1745162.000000 Penalty: 3108.580566
	Iteration 14Q: 3 clusters Score -1745162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1745292.750000 Penalty: 3108.580566
	Iteration 15Q: 3 clusters Score -1745293 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1745388.250000 Penalty: 3108.580566
	Iteration 16Q: 3 clusters Score -1745388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1745445.500000 Penalty: 3108.580566
	Iteration 17Q: 3 clusters Score -1745446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1745496.875000 Penalty: 3108.580566
	Iteration 18Q: 3 clusters Score -1745497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1745542.375000 Penalty: 3108.580566
	Iteration 19Q: 3 clusters Score -1745542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1745567.875000 Penalty: 3108.580566
	Iteration 20F: 3 clusters Score -1745568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1745595.875000 Penalty: 3108.580566
	Iteration 21Q: 3 clusters Score -1745596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1745623.500000 Penalty: 3108.580566
	Iteration 22Q: 3 clusters Score -1745624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1745642.375000 Penalty: 3108.580566
	Iteration 23Q: 3 clusters Score -1745642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1745649.875000 Penalty: 3108.580566
	Iteration 24Q: 3 clusters Score -1745650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1745658.125000 Penalty: 3108.580566
	Iteration 25Q: 3 clusters Score -1745658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1745665.375000 Penalty: 3108.580566
	Iteration 26Q: 3 clusters Score -1745665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1745664.000000 Penalty: 3108.580566
	Iteration 27Q: 3 clusters Score -1745664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1745664.750000 Penalty: 3108.580566
	Iteration 28Q: 3 clusters Score -1745665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1745668.875000 Penalty: 3108.580566
	Iteration 29Q: 3 clusters Score -1745669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1745671.625000 Penalty: 3108.580566
	Iteration 30Q: 3 clusters Score -1745672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1745674.875000 Penalty: 3108.580566
	Iteration 31Q: 3 clusters Score -1745675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1745674.000000 Penalty: 3108.580566
	Iteration 32Q: 3 clusters Score -1745674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1745673.250000 Penalty: 3108.580566
	Iteration 33Q: 3 clusters Score -1745673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1745675.000000 Penalty: 3108.580566
	Iteration 34Q: 3 clusters Score -1745675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1745677.875000 Penalty: 3108.580566
	Iteration 35Q: 3 clusters Score -1745678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1745677.125000 Penalty: 3108.580566
	Iteration 36Q: 3 clusters Score -1745677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1745677.500000 Penalty: 3108.580566
	Iteration 37Q: 3 clusters Score -1745678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1745678.500000 Penalty: 3108.580566
	Iteration 38Q: 3 clusters Score -1745678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1745678.500000 Penalty: 3108.580566
	Iteration 39F: 3 clusters Score -1745678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -41034.925781 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -41034.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40155.144531 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -40155.14 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40476.269531 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40476.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40619.863281 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -40619.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40678.636719 Penalty: 2012.517700
	Iteration 3Q: 3 clusters Score -40678.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40713.570312 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -40713.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40762.492188 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -40762.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40805.175781 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -40805.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40850.726562 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -40850.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40905.300781 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -40905.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40911.347656 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -40911.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40917.128906 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -40917.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40920.953125 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -40920.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40921.699219 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -40921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40921.699219 Penalty: 2012.517700
	Iteration 13F: 3 clusters Score -40921.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Entering Unmasked Estep 
Score: -1891102.375000 Penalty: 1576.004761
	Iteration 0F: 2 clusters Score -1891102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1879850.750000 Penalty: 3152.009521
	Iteration 0F: 3 clusters Score -1879851 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1884045.750000 Penalty: 3152.009521
	Iteration 1F: 3 clusters Score -1884046 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1884734.000000 Penalty: 3152.009521
	Iteration 2F: 3 clusters Score -1884734 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1885585.625000 Penalty: 3152.009521
	Iteration 3F: 3 clusters Score -1885586 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1886594.500000 Penalty: 3152.009521
	Iteration 4F: 3 clusters Score -1886594 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1887545.000000 Penalty: 3152.009521
	Iteration 5F: 3 clusters Score -1887545 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1888276.250000 Penalty: 3152.009521
	Iteration 6F: 3 clusters Score -1888276 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1888820.125000 Penalty: 3152.009521
	Iteration 7Q: 3 clusters Score -1888820 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1889275.250000 Penalty: 3152.009521
	Iteration 8Q: 3 clusters Score -1889275 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1889611.000000 Penalty: 3152.009521
	Iteration 9Q: 3 clusters Score -1889611 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1889850.875000 Penalty: 3152.009521
	Iteration 10Q: 3 clusters Score -1889851 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1890019.750000 Penalty: 3152.009521
	Iteration 11Q: 3 clusters Score -1890020 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1890146.750000 Penalty: 3152.009521
	Iteration 12Q: 3 clusters Score -1890147 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1890226.250000 Penalty: 3152.009521
	Iteration 13Q: 3 clusters Score -1890226 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1890303.500000 Penalty: 3152.009521
	Iteration 14Q: 3 clusters Score -1890304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1890355.500000 Penalty: 3152.009521
	Iteration 15Q: 3 clusters Score -1890356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1890416.500000 Penalty: 3152.009521
	Iteration 16Q: 3 clusters Score -1890416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1890455.250000 Penalty: 3152.009521
	Iteration 17Q: 3 clusters Score -1890455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1890493.625000 Penalty: 3152.009521
	Iteration 18Q: 3 clusters Score -1890494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1890526.375000 Penalty: 3152.009521
	Iteration 19Q: 3 clusters Score -1890526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1890554.875000 Penalty: 3152.009521
	Iteration 20F: 3 clusters Score -1890555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1890572.625000 Penalty: 3152.009521
	Iteration 21Q: 3 clusters Score -1890573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1890596.000000 Penalty: 3152.009521
	Iteration 22Q: 3 clusters Score -1890596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1890611.250000 Penalty: 3152.009521
	Iteration 23Q: 3 clusters Score -1890611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1890623.250000 Penalty: 3152.009521
	Iteration 24Q: 3 clusters Score -1890623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1890636.250000 Penalty: 3152.009521
	Iteration 25Q: 3 clusters Score -1890636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1890644.375000 Penalty: 3152.009521
	Iteration 26Q: 3 clusters Score -1890644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1890650.250000 Penalty: 3152.009521
	Iteration 27Q: 3 clusters Score -1890650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1890654.375000 Penalty: 3152.009521
	Iteration 28Q: 3 clusters Score -1890654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1890654.000000 Penalty: 3152.009521
	Iteration 29Q: 3 clusters Score -1890654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1890663.875000 Penalty: 3152.009521
	Iteration 30Q: 3 clusters Score -1890664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1890664.875000 Penalty: 3152.009521
	Iteration 31Q: 3 clusters Score -1890665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1890668.625000 Penalty: 3152.009521
	Iteration 32Q: 3 clusters Score -1890669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1890667.625000 Penalty: 3152.009521
	Iteration 33Q: 3 clusters Score -1890668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1890671.875000 Penalty: 3152.009521
	Iteration 34Q: 3 clusters Score -1890672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1890670.875000 Penalty: 3152.009521
	Iteration 35Q: 3 clusters Score -1890671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1890670.875000 Penalty: 3152.009521
	Iteration 36F: 3 clusters Score -1890671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -62069.398438 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -62069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60968.050781 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -60968.05 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61288.292969 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -61288.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61438.187500 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -61438.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61524.765625 Penalty: 2088.082520
	Iteration 3F: 3 clusters Score -61524.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61588.320312 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -61588.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61623.031250 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -61623.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61646.183594 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -61646.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61659.242188 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -61659.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61672.757812 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -61672.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61678.984375 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -61678.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61682.992188 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -61682.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61683.808594 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -61683.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61684.503906 Penalty: 2088.082520
	Iteration 12Q: 3 clusters Score -61684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61685.253906 Penalty: 2088.082520
	Iteration 13Q: 3 clusters Score -61685.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61685.253906 Penalty: 2088.082520
	Iteration 14F: 3 clusters Score -61685.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (144706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Entering Unmasked Estep 
Score: -18189148.000000 Penalty: 1930.899658
	Iteration 0F: 2 clusters Score -1.818915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -18100148.000000 Penalty: 3861.799316
	Iteration 0F: 3 clusters Score -1.810015e+07 nChanged 69800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -18141060.000000 Penalty: 3861.799316
	Iteration 1F: 3 clusters Score -1.814106e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -18142134.000000 Penalty: 3861.799316
	Iteration 2Q: 3 clusters Score -1.814213e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -18143870.000000 Penalty: 3861.799316
	Iteration 3Q: 3 clusters Score -1.814387e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -18145896.000000 Penalty: 3861.799316
	Iteration 4Q: 3 clusters Score -1.81459e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -18149310.000000 Penalty: 3861.799316
	Iteration 5F: 3 clusters Score -1.814931e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -18154312.000000 Penalty: 3861.799316
	Iteration 6F: 3 clusters Score -1.815431e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -18161066.000000 Penalty: 3861.799316
	Iteration 7F: 3 clusters Score -1.816107e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -18169166.000000 Penalty: 3861.799316
	Iteration 8F: 3 clusters Score -1.816917e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -18176222.000000 Penalty: 3861.799316
	Iteration 9F: 3 clusters Score -1.817622e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -18180120.000000 Penalty: 3861.799316
	Iteration 10Q: 3 clusters Score -1.818012e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -18182122.000000 Penalty: 3861.799316
	Iteration 11Q: 3 clusters Score -1.818212e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
Score: -18183378.000000 Penalty: 3861.799316
	Iteration 12Q: 3 clusters Score -1.818338e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -18184250.000000 Penalty: 3861.799316
	Iteration 13Q: 3 clusters Score -1.818425e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 86351 members 
Entering Unmasked Estep 
Score: -18184830.000000 Penalty: 3861.799316
	Iteration 14Q: 3 clusters Score -1.818483e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -18185362.000000 Penalty: 3861.799316
	Iteration 15Q: 3 clusters Score -1.818536e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -18185672.000000 Penalty: 3861.799316
	Iteration 16Q: 3 clusters Score -1.818567e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -18185990.000000 Penalty: 3861.799316
	Iteration 17Q: 3 clusters Score -1.818599e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -18186222.000000 Penalty: 3861.799316
	Iteration 18Q: 3 clusters Score -1.818622e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -18186344.000000 Penalty: 3861.799316
	Iteration 19Q: 3 clusters Score -1.818634e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -18186422.000000 Penalty: 3861.799316
	Iteration 20F: 3 clusters Score -1.818642e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -18186438.000000 Penalty: 3861.799316
	Iteration 21Q: 3 clusters Score -1.818644e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -18186502.000000 Penalty: 3861.799316
	Iteration 22Q: 3 clusters Score -1.81865e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -18186558.000000 Penalty: 3861.799316
	Iteration 23Q: 3 clusters Score -1.818656e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -18186564.000000 Penalty: 3861.799316
	Iteration 24Q: 3 clusters Score -1.818656e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -18186534.000000 Penalty: 3861.799316
	Iteration 25Q: 3 clusters Score -1.818653e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -18186564.000000 Penalty: 3861.799316
	Iteration 26Q: 3 clusters Score -1.818656e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -18186552.000000 Penalty: 3861.799316
	Iteration 27Q: 3 clusters Score -1.818655e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -18186548.000000 Penalty: 3861.799316
	Iteration 28Q: 3 clusters Score -1.818655e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -18186556.000000 Penalty: 3861.799316
	Iteration 29Q: 3 clusters Score -1.818656e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -18186546.000000 Penalty: 3861.799316
	Iteration 30Q: 3 clusters Score -1.818655e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -18186536.000000 Penalty: 3861.799316
	Iteration 31Q: 3 clusters Score -1.818654e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -18186544.000000 Penalty: 3861.799316
	Iteration 32Q: 3 clusters Score -1.818654e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -18186490.000000 Penalty: 3861.799316
	Iteration 33Q: 3 clusters Score -1.818649e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -18186470.000000 Penalty: 3861.799316
	Iteration 34Q: 3 clusters Score -1.818647e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -18186512.000000 Penalty: 3861.799316
	Iteration 35Q: 3 clusters Score -1.818651e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -18186510.000000 Penalty: 3861.799316
	Iteration 36Q: 3 clusters Score -1.818651e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -18186512.000000 Penalty: 3861.799316
	Iteration 37Q: 3 clusters Score -1.818651e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -18186500.000000 Penalty: 3861.799316
	Iteration 38Q: 3 clusters Score -1.81865e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -18186502.000000 Penalty: 3861.799316
	Iteration 39Q: 3 clusters Score -1.81865e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -18186532.000000 Penalty: 3861.799316
	Iteration 40F: 3 clusters Score -1.818653e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -18186532.000000 Penalty: 3861.799316
	Iteration 41Q: 3 clusters Score -1.818653e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -18186554.000000 Penalty: 3861.799316
	Iteration 42Q: 3 clusters Score -1.818655e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -18186512.000000 Penalty: 3861.799316
	Iteration 43Q: 3 clusters Score -1.818651e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -18186504.000000 Penalty: 3861.799316
	Iteration 44Q: 3 clusters Score -1.81865e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -18186514.000000 Penalty: 3861.799316
	Iteration 45Q: 3 clusters Score -1.818651e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -18186490.000000 Penalty: 3861.799316
	Iteration 46Q: 3 clusters Score -1.818649e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -18186502.000000 Penalty: 3861.799316
	Iteration 47Q: 3 clusters Score -1.81865e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -18186502.000000 Penalty: 3861.799316
	Iteration 48Q: 3 clusters Score -1.81865e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -18186524.000000 Penalty: 3861.799316
	Iteration 49Q: 3 clusters Score -1.818652e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -18186518.000000 Penalty: 3861.799316
	Iteration 50Q: 3 clusters Score -1.818652e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -18186570.000000 Penalty: 3861.799316
	Iteration 51Q: 3 clusters Score -1.818657e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -18186534.000000 Penalty: 3861.799316
	Iteration 52Q: 3 clusters Score -1.818653e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -18186524.000000 Penalty: 3861.799316
	Iteration 53Q: 3 clusters Score -1.818652e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -18186502.000000 Penalty: 3861.799316
	Iteration 54Q: 3 clusters Score -1.81865e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -18186492.000000 Penalty: 3861.799316
	Iteration 55Q: 3 clusters Score -1.818649e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -18186494.000000 Penalty: 3861.799316
	Iteration 56Q: 3 clusters Score -1.818649e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -18186486.000000 Penalty: 3861.799316
	Iteration 57Q: 3 clusters Score -1.818649e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -18186462.000000 Penalty: 3861.799316
	Iteration 58Q: 3 clusters Score -1.818646e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -18186450.000000 Penalty: 3861.799316
	Iteration 59Q: 3 clusters Score -1.818645e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -18186458.000000 Penalty: 3861.799316
	Iteration 60F: 3 clusters Score -1.818646e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -18186454.000000 Penalty: 3861.799316
	Iteration 61Q: 3 clusters Score -1.818645e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -18186434.000000 Penalty: 3861.799316
	Iteration 62Q: 3 clusters Score -1.818643e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -18186408.000000 Penalty: 3861.799316
	Iteration 63Q: 3 clusters Score -1.818641e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -18186390.000000 Penalty: 3861.799316
	Iteration 64Q: 3 clusters Score -1.818639e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -18186376.000000 Penalty: 3861.799316
	Iteration 65Q: 3 clusters Score -1.818638e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -18186374.000000 Penalty: 3861.799316
	Iteration 66Q: 3 clusters Score -1.818637e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -18186368.000000 Penalty: 3861.799316
	Iteration 67Q: 3 clusters Score -1.818637e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -18186366.000000 Penalty: 3861.799316
	Iteration 68Q: 3 clusters Score -1.818637e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -18186364.000000 Penalty: 3861.799316
	Iteration 69Q: 3 clusters Score -1.818636e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -18186368.000000 Penalty: 3861.799316
	Iteration 70Q: 3 clusters Score -1.818637e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -18186374.000000 Penalty: 3861.799316
	Iteration 71Q: 3 clusters Score -1.818637e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -18186360.000000 Penalty: 3861.799316
	Iteration 72Q: 3 clusters Score -1.818636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -18186396.000000 Penalty: 3861.799316
	Iteration 73Q: 3 clusters Score -1.81864e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -18186404.000000 Penalty: 3861.799316
	Iteration 74Q: 3 clusters Score -1.81864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -18186402.000000 Penalty: 3861.799316
	Iteration 75Q: 3 clusters Score -1.81864e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -18186404.000000 Penalty: 3861.799316
	Iteration 76Q: 3 clusters Score -1.81864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -18186368.000000 Penalty: 3861.799316
	Iteration 77Q: 3 clusters Score -1.818637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -18186386.000000 Penalty: 3861.799316
	Iteration 78Q: 3 clusters Score -1.818639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -18186384.000000 Penalty: 3861.799316
	Iteration 79Q: 3 clusters Score -1.818638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -18186408.000000 Penalty: 3861.799316
	Iteration 80F: 3 clusters Score -1.818641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -18186424.000000 Penalty: 3861.799316
	Iteration 81Q: 3 clusters Score -1.818642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -18186426.000000 Penalty: 3861.799316
	Iteration 82Q: 3 clusters Score -1.818643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -18186402.000000 Penalty: 3861.799316
	Iteration 83Q: 3 clusters Score -1.81864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -18186398.000000 Penalty: 3861.799316
	Iteration 84Q: 3 clusters Score -1.81864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -18186390.000000 Penalty: 3861.799316
	Iteration 85Q: 3 clusters Score -1.818639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -18186390.000000 Penalty: 3861.799316
	Iteration 86Q: 3 clusters Score -1.818639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -18186408.000000 Penalty: 3861.799316
	Iteration 87Q: 3 clusters Score -1.818641e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -18186416.000000 Penalty: 3861.799316
	Iteration 88Q: 3 clusters Score -1.818642e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -18186414.000000 Penalty: 3861.799316
	Iteration 89Q: 3 clusters Score -1.818641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -18186408.000000 Penalty: 3861.799316
	Iteration 90Q: 3 clusters Score -1.818641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -18186408.000000 Penalty: 3861.799316
	Iteration 91Q: 3 clusters Score -1.818641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -18186402.000000 Penalty: 3861.799316
	Iteration 92Q: 3 clusters Score -1.81864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -18186412.000000 Penalty: 3861.799316
	Iteration 93Q: 3 clusters Score -1.818641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -18186404.000000 Penalty: 3861.799316
	Iteration 94Q: 3 clusters Score -1.81864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -18186402.000000 Penalty: 3861.799316
	Iteration 95Q: 3 clusters Score -1.81864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -18186406.000000 Penalty: 3861.799316
	Iteration 96Q: 3 clusters Score -1.818641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -18186394.000000 Penalty: 3861.799316
	Iteration 97Q: 3 clusters Score -1.818639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -18186384.000000 Penalty: 3861.799316
	Iteration 98Q: 3 clusters Score -1.818638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -18186376.000000 Penalty: 3861.799316
	Iteration 99Q: 3 clusters Score -1.818638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -18186376.000000 Penalty: 3861.799316
	Iteration 100F: 3 clusters Score -1.818638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -18186366.000000 Penalty: 3861.799316
	Iteration 101Q: 3 clusters Score -1.818637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -18186372.000000 Penalty: 3861.799316
	Iteration 102Q: 3 clusters Score -1.818637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -18186372.000000 Penalty: 3861.799316
	Iteration 103Q: 3 clusters Score -1.818637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -18186362.000000 Penalty: 3861.799316
	Iteration 104Q: 3 clusters Score -1.818636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -18186378.000000 Penalty: 3861.799316
	Iteration 105Q: 3 clusters Score -1.818638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -18186368.000000 Penalty: 3861.799316
	Iteration 106Q: 3 clusters Score -1.818637e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -18186336.000000 Penalty: 3861.799316
	Iteration 107Q: 3 clusters Score -1.818634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -18186352.000000 Penalty: 3861.799316
	Iteration 108Q: 3 clusters Score -1.818635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -18186354.000000 Penalty: 3861.799316
	Iteration 109Q: 3 clusters Score -1.818635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -18186360.000000 Penalty: 3861.799316
	Iteration 110Q: 3 clusters Score -1.818636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -18186354.000000 Penalty: 3861.799316
	Iteration 111Q: 3 clusters Score -1.818635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -18186368.000000 Penalty: 3861.799316
	Iteration 112Q: 3 clusters Score -1.818637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -18186358.000000 Penalty: 3861.799316
	Iteration 113Q: 3 clusters Score -1.818636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -18186362.000000 Penalty: 3861.799316
	Iteration 114Q: 3 clusters Score -1.818636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -18186356.000000 Penalty: 3861.799316
	Iteration 115Q: 3 clusters Score -1.818636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -18186360.000000 Penalty: 3861.799316
	Iteration 116Q: 3 clusters Score -1.818636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -18186372.000000 Penalty: 3861.799316
	Iteration 117Q: 3 clusters Score -1.818637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -18186362.000000 Penalty: 3861.799316
	Iteration 118Q: 3 clusters Score -1.818636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -18186386.000000 Penalty: 3861.799316
	Iteration 119Q: 3 clusters Score -1.818639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -18186376.000000 Penalty: 3861.799316
	Iteration 120F: 3 clusters Score -1.818638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -18186380.000000 Penalty: 3861.799316
	Iteration 121Q: 3 clusters Score -1.818638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -18186380.000000 Penalty: 3861.799316
	Iteration 122Q: 3 clusters Score -1.818638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -18186390.000000 Penalty: 3861.799316
	Iteration 123Q: 3 clusters Score -1.818639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -18186390.000000 Penalty: 3861.799316
	Iteration 124Q: 3 clusters Score -1.818639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -18186374.000000 Penalty: 3861.799316
	Iteration 125Q: 3 clusters Score -1.818637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -18186374.000000 Penalty: 3861.799316
	Iteration 126Q: 3 clusters Score -1.818637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -18186380.000000 Penalty: 3861.799316
	Iteration 127Q: 3 clusters Score -1.818638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -18186380.000000 Penalty: 3861.799316
	Iteration 128Q: 3 clusters Score -1.818638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -18186380.000000 Penalty: 3861.799316
	Iteration 129Q: 3 clusters Score -1.818638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -18186378.000000 Penalty: 3861.799316
	Iteration 130Q: 3 clusters Score -1.818638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -18186378.000000 Penalty: 3861.799316
	Iteration 131Q: 3 clusters Score -1.818638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -18186378.000000 Penalty: 3861.799316
	Iteration 132Q: 3 clusters Score -1.818638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -18186354.000000 Penalty: 3861.799316
	Iteration 133Q: 3 clusters Score -1.818635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -18186364.000000 Penalty: 3861.799316
	Iteration 134Q: 3 clusters Score -1.818636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -18186366.000000 Penalty: 3861.799316
	Iteration 135Q: 3 clusters Score -1.818637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -18186372.000000 Penalty: 3861.799316
	Iteration 136Q: 3 clusters Score -1.818637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -18186372.000000 Penalty: 3861.799316
	Iteration 137F: 3 clusters Score -1.818637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (112241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Entering Unmasked Estep 
Score: -14068560.000000 Penalty: 1889.615601
	Iteration 0F: 2 clusters Score -1.406856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -13995840.000000 Penalty: 3779.231201
	Iteration 0F: 3 clusters Score -1.399584e+07 nChanged 53580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -14027616.000000 Penalty: 3779.231201
	Iteration 1F: 3 clusters Score -1.402762e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -14029469.000000 Penalty: 3779.231201
	Iteration 2Q: 3 clusters Score -1.402947e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -14032459.000000 Penalty: 3779.231201
	Iteration 3F: 3 clusters Score -1.403246e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -14037372.000000 Penalty: 3779.231201
	Iteration 4F: 3 clusters Score -1.403737e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -14044128.000000 Penalty: 3779.231201
	Iteration 5F: 3 clusters Score -1.404413e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -14050795.000000 Penalty: 3779.231201
	Iteration 6F: 3 clusters Score -1.40508e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -14056243.000000 Penalty: 3779.231201
	Iteration 7F: 3 clusters Score -1.405624e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -14060461.000000 Penalty: 3779.231201
	Iteration 8Q: 3 clusters Score -1.406046e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -14063323.000000 Penalty: 3779.231201
	Iteration 9Q: 3 clusters Score -1.406332e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 109597 members 
Entering Unmasked Estep 
Score: -14065248.000000 Penalty: 3779.231201
	Iteration 10Q: 3 clusters Score -1.406525e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -14066150.000000 Penalty: 3779.231201
	Iteration 11Q: 3 clusters Score -1.406615e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -14066508.000000 Penalty: 3779.231201
	Iteration 12Q: 3 clusters Score -1.406651e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -14066686.000000 Penalty: 3779.231201
	Iteration 13Q: 3 clusters Score -1.406669e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -14066775.000000 Penalty: 3779.231201
	Iteration 14Q: 3 clusters Score -1.406678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 112012 members 
Entering Unmasked Estep 
Score: -14066842.000000 Penalty: 3779.231201
	Iteration 15Q: 3 clusters Score -1.406684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -14066876.000000 Penalty: 3779.231201
	Iteration 16Q: 3 clusters Score -1.406688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -14066891.000000 Penalty: 3779.231201
	Iteration 17Q: 3 clusters Score -1.406689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -14066903.000000 Penalty: 3779.231201
	Iteration 18Q: 3 clusters Score -1.40669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -14066919.000000 Penalty: 3779.231201
	Iteration 19Q: 3 clusters Score -1.406692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 112070 members 
Entering Unmasked Estep 
Score: -14066934.000000 Penalty: 3779.231201
	Iteration 20F: 3 clusters Score -1.406693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -14066930.000000 Penalty: 3779.231201
	Iteration 21Q: 3 clusters Score -1.406693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -14066931.000000 Penalty: 3779.231201
	Iteration 22Q: 3 clusters Score -1.406693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 112078 members 
Entering Unmasked Estep 
Score: -14066935.000000 Penalty: 3779.231201
	Iteration 23Q: 3 clusters Score -1.406694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 112078 members 
Entering Unmasked Estep 
Score: -14066935.000000 Penalty: 3779.231201
	Iteration 24Q: 3 clusters Score -1.406694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 112079 members 
Entering Unmasked Estep 
Score: -14066936.000000 Penalty: 3779.231201
	Iteration 25Q: 3 clusters Score -1.406694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112080 members 
Entering Unmasked Estep 
Score: -14066939.000000 Penalty: 3779.231201
	Iteration 26Q: 3 clusters Score -1.406694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112080 members 
Entering Unmasked Estep 
Score: -14066937.000000 Penalty: 3779.231201
	Iteration 27Q: 3 clusters Score -1.406694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112081 members 
Entering Unmasked Estep 
Score: -14066948.000000 Penalty: 3779.231201
	Iteration 28Q: 3 clusters Score -1.406695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112081 members 
Entering Unmasked Estep 
Score: -14066948.000000 Penalty: 3779.231201
	Iteration 29F: 3 clusters Score -1.406695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -10403.657227 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -10403.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9639.687500 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -9639.688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9851.875977 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -9851.876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9926.326172 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -9926.326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9966.492188 Penalty: 1843.830078
	Iteration 3Q: 3 clusters Score -9966.492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9997.613281 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -9997.613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10019.555664 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -10019.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10034.844727 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -10034.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10048.387695 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -10048.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10053.970703 Penalty: 1843.830078
	Iteration 8Q: 3 clusters Score -10053.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10061.907227 Penalty: 1843.830078
	Iteration 9Q: 3 clusters Score -10061.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10063.362305 Penalty: 1843.830078
	Iteration 10Q: 3 clusters Score -10063.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10063.362305 Penalty: 1843.830078
	Iteration 11F: 3 clusters Score -10063.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -475873.656250 Penalty: 1345.862427
	Iteration 0F: 2 clusters Score -475873.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -472531.812500 Penalty: 2691.724854
	Iteration 0F: 3 clusters Score -472531.8 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -473711.875000 Penalty: 2691.724854
	Iteration 1F: 3 clusters Score -473711.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -474191.750000 Penalty: 2691.724854
	Iteration 2F: 3 clusters Score -474191.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -474736.843750 Penalty: 2691.724854
	Iteration 3F: 3 clusters Score -474736.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -475267.718750 Penalty: 2691.724854
	Iteration 4F: 3 clusters Score -475267.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -475632.125000 Penalty: 2691.724854
	Iteration 5F: 3 clusters Score -475632.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -475809.125000 Penalty: 2691.724854
	Iteration 6Q: 3 clusters Score -475809.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -475875.500000 Penalty: 2691.724854
	Iteration 7Q: 3 clusters Score -475875.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -475903.093750 Penalty: 2691.724854
	Iteration 8Q: 3 clusters Score -475903.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -475913.937500 Penalty: 2691.724854
	Iteration 9Q: 3 clusters Score -475913.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -475918.187500 Penalty: 2691.724854
	Iteration 10Q: 3 clusters Score -475918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -475921.562500 Penalty: 2691.724854
	Iteration 11Q: 3 clusters Score -475921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -475921.812500 Penalty: 2691.724854
	Iteration 12Q: 3 clusters Score -475921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -475922.093750 Penalty: 2691.724854
	Iteration 13Q: 3 clusters Score -475922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -475922.093750 Penalty: 2691.724854
	Iteration 14F: 3 clusters Score -475922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 40962 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97159 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 117372 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14255 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144706 members 
Mstep: Class 29 contains 112241 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108402 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 1581 members 
Entering Unmasked Estep 
Score: -141730368.000000 Penalty: 83940.617188
Splitting cluster 31 changes total score from -141731184.000000 to -141730368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -49651.613281 Penalty: 1014.992310
	Iteration 0F: 2 clusters Score -49651.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48698.554688 Penalty: 2029.984619
	Iteration 0F: 3 clusters Score -48698.55 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49054.984375 Penalty: 2029.984619
	Iteration 1F: 3 clusters Score -49054.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49159.378906 Penalty: 2029.984619
	Iteration 2F: 3 clusters Score -49159.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49238.304688 Penalty: 2029.984619
	Iteration 3F: 3 clusters Score -49238.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49269.457031 Penalty: 2029.984619
	Iteration 4Q: 3 clusters Score -49269.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49282.710938 Penalty: 2029.984619
	Iteration 5Q: 3 clusters Score -49282.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49309.160156 Penalty: 2029.984619
	Iteration 6Q: 3 clusters Score -49309.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49326.488281 Penalty: 2029.984619
	Iteration 7Q: 3 clusters Score -49326.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49361.710938 Penalty: 2029.984619
	Iteration 8Q: 3 clusters Score -49361.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49392.339844 Penalty: 2029.984619
	Iteration 9Q: 3 clusters Score -49392.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49409.578125 Penalty: 2029.984619
	Iteration 10Q: 3 clusters Score -49409.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49435.363281 Penalty: 2029.984619
	Iteration 11Q: 3 clusters Score -49435.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49446.058594 Penalty: 2029.984619
	Iteration 12Q: 3 clusters Score -49446.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49448.621094 Penalty: 2029.984619
	Iteration 13Q: 3 clusters Score -49448.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49448.621094 Penalty: 2029.984619
	Iteration 14F: 3 clusters Score -49448.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (108402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Entering Unmasked Estep 
Score: -13685866.000000 Penalty: 1883.960327
	Iteration 0F: 2 clusters Score -1.368587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -13613986.000000 Penalty: 3767.920654
	Iteration 0F: 3 clusters Score -1.361399e+07 nChanged 51982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -13644995.000000 Penalty: 3767.920654
	Iteration 1F: 3 clusters Score -1.3645e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -13646541.000000 Penalty: 3767.920654
	Iteration 2Q: 3 clusters Score -1.364654e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -13648732.000000 Penalty: 3767.920654
	Iteration 3Q: 3 clusters Score -1.364873e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -13651928.000000 Penalty: 3767.920654
	Iteration 4F: 3 clusters Score -1.365193e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -13656328.000000 Penalty: 3767.920654
	Iteration 5F: 3 clusters Score -1.365633e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -13661745.000000 Penalty: 3767.920654
	Iteration 6F: 3 clusters Score -1.366174e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -13666917.000000 Penalty: 3767.920654
	Iteration 7F: 3 clusters Score -1.366692e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -13670376.000000 Penalty: 3767.920654
	Iteration 8F: 3 clusters Score -1.367038e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -13672064.000000 Penalty: 3767.920654
	Iteration 9Q: 3 clusters Score -1.367206e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -13672728.000000 Penalty: 3767.920654
	Iteration 10Q: 3 clusters Score -1.367273e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -13673161.000000 Penalty: 3767.920654
	Iteration 11Q: 3 clusters Score -1.367316e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -13673385.000000 Penalty: 3767.920654
	Iteration 12Q: 3 clusters Score -1.367338e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -13673628.000000 Penalty: 3767.920654
	Iteration 13Q: 3 clusters Score -1.367363e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -13673929.000000 Penalty: 3767.920654
	Iteration 14Q: 3 clusters Score -1.367393e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -13674098.000000 Penalty: 3767.920654
	Iteration 15Q: 3 clusters Score -1.36741e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -13674270.000000 Penalty: 3767.920654
	Iteration 16Q: 3 clusters Score -1.367427e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -13674424.000000 Penalty: 3767.920654
	Iteration 17Q: 3 clusters Score -1.367442e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -13674609.000000 Penalty: 3767.920654
	Iteration 18Q: 3 clusters Score -1.367461e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -13674836.000000 Penalty: 3767.920654
	Iteration 19Q: 3 clusters Score -1.367484e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -13674949.000000 Penalty: 3767.920654
	Iteration 20F: 3 clusters Score -1.367495e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -13675031.000000 Penalty: 3767.920654
	Iteration 21Q: 3 clusters Score -1.367503e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -13675138.000000 Penalty: 3767.920654
	Iteration 22Q: 3 clusters Score -1.367514e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -13675225.000000 Penalty: 3767.920654
	Iteration 23Q: 3 clusters Score -1.367522e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -13675288.000000 Penalty: 3767.920654
	Iteration 24Q: 3 clusters Score -1.367529e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -13675328.000000 Penalty: 3767.920654
	Iteration 25Q: 3 clusters Score -1.367533e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -13675430.000000 Penalty: 3767.920654
	Iteration 26Q: 3 clusters Score -1.367543e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -13675467.000000 Penalty: 3767.920654
	Iteration 27Q: 3 clusters Score -1.367547e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -13675521.000000 Penalty: 3767.920654
	Iteration 28Q: 3 clusters Score -1.367552e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -13675533.000000 Penalty: 3767.920654
	Iteration 29Q: 3 clusters Score -1.367553e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -13675548.000000 Penalty: 3767.920654
	Iteration 30Q: 3 clusters Score -1.367555e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -13675615.000000 Penalty: 3767.920654
	Iteration 31Q: 3 clusters Score -1.367562e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -13675669.000000 Penalty: 3767.920654
	Iteration 32Q: 3 clusters Score -1.367567e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -13675722.000000 Penalty: 3767.920654
	Iteration 33Q: 3 clusters Score -1.367572e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -13675707.000000 Penalty: 3767.920654
	Iteration 34Q: 3 clusters Score -1.367571e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -13675757.000000 Penalty: 3767.920654
	Iteration 35Q: 3 clusters Score -1.367576e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -13675753.000000 Penalty: 3767.920654
	Iteration 36Q: 3 clusters Score -1.367575e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -13675790.000000 Penalty: 3767.920654
	Iteration 37Q: 3 clusters Score -1.367579e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -13675795.000000 Penalty: 3767.920654
	Iteration 38Q: 3 clusters Score -1.36758e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -13675822.000000 Penalty: 3767.920654
	Iteration 39Q: 3 clusters Score -1.367582e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -13675843.000000 Penalty: 3767.920654
	Iteration 40F: 3 clusters Score -1.367584e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -13675875.000000 Penalty: 3767.920654
	Iteration 41Q: 3 clusters Score -1.367588e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -13675906.000000 Penalty: 3767.920654
	Iteration 42Q: 3 clusters Score -1.367591e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -13675941.000000 Penalty: 3767.920654
	Iteration 43Q: 3 clusters Score -1.367594e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -13675941.000000 Penalty: 3767.920654
	Iteration 44Q: 3 clusters Score -1.367594e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -13675974.000000 Penalty: 3767.920654
	Iteration 45Q: 3 clusters Score -1.367597e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -13675964.000000 Penalty: 3767.920654
	Iteration 46Q: 3 clusters Score -1.367596e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -13675964.000000 Penalty: 3767.920654
	Iteration 47Q: 3 clusters Score -1.367596e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -13675978.000000 Penalty: 3767.920654
	Iteration 48Q: 3 clusters Score -1.367598e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -13675956.000000 Penalty: 3767.920654
	Iteration 49Q: 3 clusters Score -1.367596e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -13675983.000000 Penalty: 3767.920654
	Iteration 50Q: 3 clusters Score -1.367598e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -13675977.000000 Penalty: 3767.920654
	Iteration 51Q: 3 clusters Score -1.367598e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -13675946.000000 Penalty: 3767.920654
	Iteration 52Q: 3 clusters Score -1.367595e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -13675955.000000 Penalty: 3767.920654
	Iteration 53Q: 3 clusters Score -1.367596e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -13675959.000000 Penalty: 3767.920654
	Iteration 54Q: 3 clusters Score -1.367596e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -13675944.000000 Penalty: 3767.920654
	Iteration 55Q: 3 clusters Score -1.367594e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -13675981.000000 Penalty: 3767.920654
	Iteration 56Q: 3 clusters Score -1.367598e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -13675968.000000 Penalty: 3767.920654
	Iteration 57Q: 3 clusters Score -1.367597e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -13675958.000000 Penalty: 3767.920654
	Iteration 58Q: 3 clusters Score -1.367596e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -13676002.000000 Penalty: 3767.920654
	Iteration 59Q: 3 clusters Score -1.3676e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -13676020.000000 Penalty: 3767.920654
	Iteration 60F: 3 clusters Score -1.367602e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -13676062.000000 Penalty: 3767.920654
	Iteration 61Q: 3 clusters Score -1.367606e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -13676123.000000 Penalty: 3767.920654
	Iteration 62Q: 3 clusters Score -1.367612e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -13676133.000000 Penalty: 3767.920654
	Iteration 63Q: 3 clusters Score -1.367613e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -13676134.000000 Penalty: 3767.920654
	Iteration 64Q: 3 clusters Score -1.367613e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -13676133.000000 Penalty: 3767.920654
	Iteration 65Q: 3 clusters Score -1.367613e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -13676236.000000 Penalty: 3767.920654
	Iteration 66Q: 3 clusters Score -1.367624e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -13676274.000000 Penalty: 3767.920654
	Iteration 67Q: 3 clusters Score -1.367627e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -13676311.000000 Penalty: 3767.920654
	Iteration 68Q: 3 clusters Score -1.367631e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -13676316.000000 Penalty: 3767.920654
	Iteration 69Q: 3 clusters Score -1.367632e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -13676374.000000 Penalty: 3767.920654
	Iteration 70Q: 3 clusters Score -1.367637e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -13676381.000000 Penalty: 3767.920654
	Iteration 71Q: 3 clusters Score -1.367638e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -13676465.000000 Penalty: 3767.920654
	Iteration 72Q: 3 clusters Score -1.367646e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -13676555.000000 Penalty: 3767.920654
	Iteration 73Q: 3 clusters Score -1.367656e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -13676669.000000 Penalty: 3767.920654
	Iteration 74Q: 3 clusters Score -1.367667e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.367678e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.367685e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.367692e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.367699e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 72951 members 
Entering Unmasked Estep 
Score: -13677018.000000 Penalty: 3767.920654
	Iteration 79Q: 3 clusters Score -1.367702e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.367707e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -13677219.000000 Penalty: 3767.920654
	Iteration 81Q: 3 clusters Score -1.367722e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -13677358.000000 Penalty: 3767.920654
	Iteration 82Q: 3 clusters Score -1.367736e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.367748e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -13677580.000000 Penalty: 3767.920654
	Iteration 84Q: 3 clusters Score -1.367758e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.36777e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -13677884.000000 Penalty: 3767.920654
	Iteration 86Q: 3 clusters Score -1.367788e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.367808e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -13678228.000000 Penalty: 3767.920654
	Iteration 88Q: 3 clusters Score -1.367823e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.367849e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.367874e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.367898e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.36793e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.367958e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.367988e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.368019e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.36805e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 90698 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.368093e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.368123e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.368158e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.36818e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.368208e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.368234e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.368251e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.368282e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.36831e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.368341e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.368367e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.368389e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.368406e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.368425e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 102334 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.368436e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.368446e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.368457e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.368469e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.368482e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -13684831.000000 Penalty: 3767.920654
	Iteration 116Q: 3 clusters Score -1.368483e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.36849e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.368492e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.368492e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.368496e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.368496e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.368497e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.368499e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.368504e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.368502e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.368501e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 105970 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.368501e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.368503e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.368505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 106112 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.368507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.368507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 106163 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.368508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.368508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 106193 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.368508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.368508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 106203 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.368507e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.368507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.368507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.368507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 106223 members 
Entering Unmasked Estep 
Score: -13685062.000000 Penalty: 3767.920654
	Iteration 140F: 3 clusters Score -1.368506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.368507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.368507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.368507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 106246 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.368507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.368507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.368507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.368507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.368506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.368507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.368507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.368507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.368507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13685058.000000 Penalty: 3767.920654
	Iteration 153Q: 3 clusters Score -1.368506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.368506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -13685065.000000 Penalty: 3767.920654
	Iteration 155Q: 3 clusters Score -1.368506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -13685063.000000 Penalty: 3767.920654
	Iteration 156Q: 3 clusters Score -1.368506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 106345 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.368507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.368508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -13685060.000000 Penalty: 3767.920654
	Iteration 159Q: 3 clusters Score -1.368506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -13685069.000000 Penalty: 3767.920654
	Iteration 160F: 3 clusters Score -1.368507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -13685057.000000 Penalty: 3767.920654
	Iteration 161Q: 3 clusters Score -1.368506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.368506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -13685046.000000 Penalty: 3767.920654
	Iteration 163Q: 3 clusters Score -1.368505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -13685054.000000 Penalty: 3767.920654
	Iteration 164Q: 3 clusters Score -1.368505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -13685059.000000 Penalty: 3767.920654
	Iteration 165Q: 3 clusters Score -1.368506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -13685063.000000 Penalty: 3767.920654
	Iteration 166Q: 3 clusters Score -1.368506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -13685056.000000 Penalty: 3767.920654
	Iteration 167Q: 3 clusters Score -1.368506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -13685054.000000 Penalty: 3767.920654
	Iteration 168Q: 3 clusters Score -1.368505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -13685060.000000 Penalty: 3767.920654
	Iteration 169Q: 3 clusters Score -1.368506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -13685067.000000 Penalty: 3767.920654
	Iteration 170Q: 3 clusters Score -1.368507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -13685061.000000 Penalty: 3767.920654
	Iteration 171Q: 3 clusters Score -1.368506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13685060.000000 Penalty: 3767.920654
	Iteration 172Q: 3 clusters Score -1.368506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 106550 members 
Entering Unmasked Estep 
Score: -13685052.000000 Penalty: 3767.920654
	Iteration 173Q: 3 clusters Score -1.368505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -13685047.000000 Penalty: 3767.920654
	Iteration 174Q: 3 clusters Score -1.368505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -13685056.000000 Penalty: 3767.920654
	Iteration 175Q: 3 clusters Score -1.368506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -13685050.000000 Penalty: 3767.920654
	Iteration 176Q: 3 clusters Score -1.368505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -13685053.000000 Penalty: 3767.920654
	Iteration 177Q: 3 clusters Score -1.368505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -13685060.000000 Penalty: 3767.920654
	Iteration 178Q: 3 clusters Score -1.368506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -13685065.000000 Penalty: 3767.920654
	Iteration 179Q: 3 clusters Score -1.368506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -13685052.000000 Penalty: 3767.920654
	Iteration 180F: 3 clusters Score -1.368505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -13685054.000000 Penalty: 3767.920654
	Iteration 181Q: 3 clusters Score -1.368505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -13685054.000000 Penalty: 3767.920654
	Iteration 182Q: 3 clusters Score -1.368505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -13685057.000000 Penalty: 3767.920654
	Iteration 183Q: 3 clusters Score -1.368506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -13685057.000000 Penalty: 3767.920654
	Iteration 184F: 3 clusters Score -1.368506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -76320.523438 Penalty: 1060.793213
	Iteration 0F: 2 clusters Score -76320.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75140.445312 Penalty: 2121.586426
	Iteration 0F: 3 clusters Score -75140.45 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75431.578125 Penalty: 2121.586426
	Iteration 1F: 3 clusters Score -75431.58 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75588.179688 Penalty: 2121.586426
	Iteration 2F: 3 clusters Score -75588.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75785.859375 Penalty: 2121.586426
	Iteration 3F: 3 clusters Score -75785.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76017.703125 Penalty: 2121.586426
	Iteration 4F: 3 clusters Score -76017.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76228.601562 Penalty: 2121.586426
	Iteration 5F: 3 clusters Score -76228.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76306.179688 Penalty: 2121.586426
	Iteration 6Q: 3 clusters Score -76306.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76381.250000 Penalty: 2121.586426
	Iteration 7Q: 3 clusters Score -76381.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76502.843750 Penalty: 2121.586426
	Iteration 8Q: 3 clusters Score -76502.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76516.242188 Penalty: 2121.586426
	Iteration 9Q: 3 clusters Score -76516.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76516.242188 Penalty: 2121.586426
	Iteration 10F: 3 clusters Score -76516.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 40962 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97159 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 117372 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14255 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144706 members 
Mstep: Class 29 contains 112241 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108402 members 
Mstep: Class 34 contains 450 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 234 members 
Entering Unmasked Estep 
Score: -141730096.000000 Penalty: 83940.617188
Splitting cluster 34 changes total score from -141731184.000000 to -141730096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -133513.828125 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -133513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132057.250000 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -132057.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132436.031250 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -132436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132551.203125 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -132551.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132625.078125 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -132625.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -132683.718750 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -132683.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -132729.890625 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -132729.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -132761.531250 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -132761.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -132790.312500 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -132790.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132806.968750 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -132807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132826.296875 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -132826.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -132843.296875 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -132843.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -132850.265625 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -132850.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132856.906250 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -132856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132870.734375 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -132870.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -132908.484375 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -132908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -132925.906250 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -132925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -132940.468750 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -132940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -132944.609375 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -132944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -132945.562500 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -132945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -132949.250000 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -132949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132953.750000 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -132953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -132959.640625 Penalty: 2297.709229
	Iteration 21Q: 3 clusters Score -132959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132960.093750 Penalty: 2297.709229
	Iteration 22Q: 3 clusters Score -132960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132960.093750 Penalty: 2297.709229
	Iteration 23F: 3 clusters Score -132960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -14751.867188 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -14751.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14092.254883 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -14092.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14363.313477 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -14363.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14522.679688 Penalty: 1839.331665
	Iteration 2F: 3 clusters Score -14522.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14634.534180 Penalty: 1839.331665
	Iteration 3Q: 3 clusters Score -14634.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14711.127930 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -14711.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14740.402344 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -14740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14750.110352 Penalty: 1839.331665
	Iteration 6Q: 3 clusters Score -14750.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14750.110352 Penalty: 1839.331665
	Iteration 7F: 3 clusters Score -14750.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 40962 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 99929 members 
Mstep: Class 10 contains 33815 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 97159 members 
Mstep: Class 15 contains 119959 members 
Mstep: Class 16 contains 33486 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15151 members 
Mstep: Class 19 contains 117372 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 14255 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144706 members 
Mstep: Class 29 contains 112241 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 3953 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108402 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731344.000000 Penalty: 81671.953125
Iteration 159Q: 37 clusters Score -1.417313e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 18955 members 
Mstep: Class 5 contains 40986 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 99921 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5819 members 
Mstep: Class 13 contains 1509 members 
Mstep: Class 14 contains 97170 members 
Mstep: Class 15 contains 119925 members 
Mstep: Class 16 contains 33524 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 15043 members 
Mstep: Class 19 contains 117329 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 62042 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16296 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 144709 members 
Mstep: Class 29 contains 112293 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 4050 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108661 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731344.000000 Penalty: 81671.953125
Iteration 160F: 37 clusters Score -1.417313e+08 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 8181 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 18937 members 
Mstep: Class 5 contains 41006 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 16679 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 99927 members 
Mstep: Class 10 contains 33239 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 97215 members 
Mstep: Class 15 contains 119831 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 14938 members 
Mstep: Class 19 contains 117286 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 62113 members 
Mstep: Class 23 contains 2321 members 
Mstep: Class 24 contains 14236 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 16300 members 
Mstep: Class 27 contains 620 members 
Mstep: Class 28 contains 144707 members 
Mstep: Class 29 contains 112327 members 
Mstep: Class 30 contains 320 members 
Mstep: Class 31 contains 4129 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 108878 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 1176 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731488.000000 Penalty: 81671.953125
Iteration 161Q: 37 clusters Score -1.417315e+08 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 8180 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 18899 members 
Mstep: Class 5 contains 41034 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 99957 members 
Mstep: Class 10 contains 32973 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 97254 members 
Mstep: Class 15 contains 119729 members 
Mstep: Class 16 contains 33638 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 14829 members 
Mstep: Class 19 contains 117219 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 62193 members 
Mstep: Class 23 contains 2322 members 
Mstep: Class 24 contains 14231 members 
Mstep: Class 25 contains 488 members 
Mstep: Class 26 contains 16301 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 144742 members 
Mstep: Class 29 contains 112335 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 4211 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 109097 members 
Mstep: Class 34 contains 700 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731664.000000 Penalty: 81671.953125
Iteration 162Q: 37 clusters Score -1.417317e+08 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 18868 members 
Mstep: Class 5 contains 41067 members 
Mstep: Class 6 contains 239 members 
Mstep: Class 7 contains 16684 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 99978 members 
Mstep: Class 10 contains 32693 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5838 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 97267 members 
Mstep: Class 15 contains 119579 members 
Mstep: Class 16 contains 33678 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 14742 members 
Mstep: Class 19 contains 117154 members 
Mstep: Class 20 contains 6935 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 62255 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 14224 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 16292 members 
Mstep: Class 27 contains 620 members 
Mstep: Class 28 contains 144746 members 
Mstep: Class 29 contains 112474 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 4297 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 109317 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 1177 members 
Mstep: Class 36 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731760.000000 Penalty: 81671.953125
Iteration 163Q: 37 clusters Score -1.417318e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 8181 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 18837 members 
Mstep: Class 5 contains 41108 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 16698 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 100005 members 
Mstep: Class 10 contains 32414 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 5841 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 97275 members 
Mstep: Class 15 contains 119408 members 
Mstep: Class 16 contains 33720 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 14665 members 
Mstep: Class 19 contains 117078 members 
Mstep: Class 20 contains 6934 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 62339 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 14210 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 16292 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 144754 members 
Mstep: Class 29 contains 112618 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 4382 members 
Mstep: Class 32 contains 516 members 
Mstep: Class 33 contains 109511 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1178 members 
Mstep: Class 36 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731904.000000 Penalty: 81671.953125
Iteration 164Q: 37 clusters Score -1.417319e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 18804 members 
Mstep: Class 5 contains 41132 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 16709 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 100049 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 97281 members 
Mstep: Class 15 contains 119214 members 
Mstep: Class 16 contains 33778 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 14551 members 
Mstep: Class 19 contains 117021 members 
Mstep: Class 20 contains 6940 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 62430 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 14201 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 16282 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 144716 members 
Mstep: Class 29 contains 112793 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 4502 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 109695 members 
Mstep: Class 34 contains 711 members 
Mstep: Class 35 contains 1180 members 
Mstep: Class 36 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732048.000000 Penalty: 81671.953125
Iteration 165Q: 37 clusters Score -1.41732e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 18788 members 
Mstep: Class 5 contains 41169 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 16726 members 
Mstep: Class 8 contains 3243 members 
Mstep: Class 9 contains 100081 members 
Mstep: Class 10 contains 31906 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5849 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 97264 members 
Mstep: Class 15 contains 118952 members 
Mstep: Class 16 contains 33828 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 116967 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 62546 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 14195 members 
Mstep: Class 25 contains 495 members 
Mstep: Class 26 contains 16262 members 
Mstep: Class 27 contains 616 members 
Mstep: Class 28 contains 144709 members 
Mstep: Class 29 contains 112998 members 
Mstep: Class 30 contains 324 members 
Mstep: Class 31 contains 4631 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 109858 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1182 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732320.000000 Penalty: 81671.953125
Iteration 166Q: 37 clusters Score -1.417323e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 18779 members 
Mstep: Class 5 contains 41211 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 16740 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 100105 members 
Mstep: Class 10 contains 31656 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 5857 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 97259 members 
Mstep: Class 15 contains 118753 members 
Mstep: Class 16 contains 33888 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 116861 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 62636 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 497 members 
Mstep: Class 26 contains 16239 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 144681 members 
Mstep: Class 29 contains 113269 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 4757 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 109993 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 1182 members 
Mstep: Class 36 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732128.000000 Penalty: 81671.953125
Iteration 167Q: 37 clusters Score -1.417321e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 18777 members 
Mstep: Class 5 contains 41256 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 16752 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 100121 members 
Mstep: Class 10 contains 31422 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5866 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 97247 members 
Mstep: Class 15 contains 118551 members 
Mstep: Class 16 contains 33922 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 14157 members 
Mstep: Class 19 contains 116787 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 62726 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 14182 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 613 members 
Mstep: Class 28 contains 144670 members 
Mstep: Class 29 contains 113523 members 
Mstep: Class 30 contains 326 members 
Mstep: Class 31 contains 4898 members 
Mstep: Class 32 contains 510 members 
Mstep: Class 33 contains 110109 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 1185 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732384.000000 Penalty: 81671.953125
Iteration 168Q: 37 clusters Score -1.417324e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 18769 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16768 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 100151 members 
Mstep: Class 10 contains 31190 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5869 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 97254 members 
Mstep: Class 15 contains 118371 members 
Mstep: Class 16 contains 33957 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 14007 members 
Mstep: Class 19 contains 116677 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 62834 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 14165 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 16206 members 
Mstep: Class 27 contains 611 members 
Mstep: Class 28 contains 144642 members 
Mstep: Class 29 contains 113779 members 
Mstep: Class 30 contains 326 members 
Mstep: Class 31 contains 5049 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 110222 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1189 members 
Mstep: Class 36 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732704.000000 Penalty: 81671.953125
Iteration 169Q: 37 clusters Score -1.417327e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 8169 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 18749 members 
Mstep: Class 5 contains 41411 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16778 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 100180 members 
Mstep: Class 10 contains 30971 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5868 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 97254 members 
Mstep: Class 15 contains 118215 members 
Mstep: Class 16 contains 33988 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 13858 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 62946 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 14150 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16195 members 
Mstep: Class 27 contains 608 members 
Mstep: Class 28 contains 144623 members 
Mstep: Class 29 contains 114032 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110309 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733280.000000 Penalty: 81671.953125
Iteration 170Q: 37 clusters Score -1.417333e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 18730 members 
Mstep: Class 5 contains 41490 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16780 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 100198 members 
Mstep: Class 10 contains 30721 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 97269 members 
Mstep: Class 15 contains 118052 members 
Mstep: Class 16 contains 34008 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 13712 members 
Mstep: Class 19 contains 116463 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 63040 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 16180 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 144574 members 
Mstep: Class 29 contains 114355 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 5379 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110396 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732976.000000 Penalty: 81671.953125
Iteration 171Q: 37 clusters Score -1.41733e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 18697 members 
Mstep: Class 5 contains 41564 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16784 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 100220 members 
Mstep: Class 10 contains 30489 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 97278 members 
Mstep: Class 15 contains 117929 members 
Mstep: Class 16 contains 34007 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 116407 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 63120 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 14143 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 16167 members 
Mstep: Class 27 contains 598 members 
Mstep: Class 28 contains 144529 members 
Mstep: Class 29 contains 114620 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110474 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1205 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732896.000000 Penalty: 81671.953125
Iteration 172Q: 37 clusters Score -1.417329e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 18663 members 
Mstep: Class 5 contains 41646 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16784 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 100242 members 
Mstep: Class 10 contains 30273 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 97284 members 
Mstep: Class 15 contains 117790 members 
Mstep: Class 16 contains 34026 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 13433 members 
Mstep: Class 19 contains 116353 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63193 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 16155 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 144461 members 
Mstep: Class 29 contains 114887 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 5702 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110567 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1209 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732832.000000 Penalty: 81671.953125
Iteration 173Q: 37 clusters Score -1.417328e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 18649 members 
Mstep: Class 5 contains 41727 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 100252 members 
Mstep: Class 10 contains 30049 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 97288 members 
Mstep: Class 15 contains 117659 members 
Mstep: Class 16 contains 34043 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 13320 members 
Mstep: Class 19 contains 116313 members 
Mstep: Class 20 contains 6916 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63264 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 14125 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16144 members 
Mstep: Class 27 contains 592 members 
Mstep: Class 28 contains 144389 members 
Mstep: Class 29 contains 115164 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 5820 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110658 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1212 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732912.000000 Penalty: 81671.953125
Iteration 174Q: 37 clusters Score -1.417329e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 18648 members 
Mstep: Class 5 contains 41813 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16791 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 100255 members 
Mstep: Class 10 contains 29831 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 97294 members 
Mstep: Class 15 contains 117543 members 
Mstep: Class 16 contains 34059 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 13227 members 
Mstep: Class 19 contains 116264 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 63353 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 14118 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 16118 members 
Mstep: Class 27 contains 592 members 
Mstep: Class 28 contains 144316 members 
Mstep: Class 29 contains 115384 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 5927 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110738 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1213 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732960.000000 Penalty: 81671.953125
Iteration 175Q: 37 clusters Score -1.41733e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 8155 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 41925 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16793 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 100269 members 
Mstep: Class 10 contains 29621 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 97308 members 
Mstep: Class 15 contains 117388 members 
Mstep: Class 16 contains 34081 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 13118 members 
Mstep: Class 19 contains 116209 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 63458 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 14107 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16112 members 
Mstep: Class 27 contains 592 members 
Mstep: Class 28 contains 144222 members 
Mstep: Class 29 contains 115607 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 6017 members 
Mstep: Class 32 contains 503 members 
Mstep: Class 33 contains 110824 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732848.000000 Penalty: 81671.953125
Iteration 176Q: 37 clusters Score -1.417328e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 8153 members 
Mstep: Class 3 contains 1875 members 
Mstep: Class 4 contains 18644 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16805 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 100316 members 
Mstep: Class 10 contains 29401 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97336 members 
Mstep: Class 15 contains 117294 members 
Mstep: Class 16 contains 34085 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 116152 members 
Mstep: Class 20 contains 6882 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63564 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 14098 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16098 members 
Mstep: Class 27 contains 591 members 
Mstep: Class 28 contains 144125 members 
Mstep: Class 29 contains 115833 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110850 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732784.000000 Penalty: 81671.953125
Iteration 177Q: 37 clusters Score -1.417328e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 8151 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 18620 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16813 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 100374 members 
Mstep: Class 10 contains 29203 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 97370 members 
Mstep: Class 15 contains 117165 members 
Mstep: Class 16 contains 34106 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 12853 members 
Mstep: Class 19 contains 116119 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63686 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 16087 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 144052 members 
Mstep: Class 29 contains 115974 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 6224 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 110913 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1215 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732624.000000 Penalty: 81671.953125
Iteration 178Q: 37 clusters Score -1.417326e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 1879 members 
Mstep: Class 4 contains 18608 members 
Mstep: Class 5 contains 42253 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16819 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 100408 members 
Mstep: Class 10 contains 29005 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 97384 members 
Mstep: Class 15 contains 117006 members 
Mstep: Class 16 contains 34116 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 116093 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63801 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16060 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 143963 members 
Mstep: Class 29 contains 116135 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 6343 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 111015 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732672.000000 Penalty: 81671.953125
Iteration 179Q: 37 clusters Score -1.417327e+08 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 42368 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 16819 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 100446 members 
Mstep: Class 10 contains 28832 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 97398 members 
Mstep: Class 15 contains 116952 members 
Mstep: Class 16 contains 34130 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 12607 members 
Mstep: Class 19 contains 116068 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63873 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 14082 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16053 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 143827 members 
Mstep: Class 29 contains 116257 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 6454 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 111110 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732528.000000 Penalty: 81671.953125
Iteration 180F: 37 clusters Score -1.417325e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 8141 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 16825 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 100497 members 
Mstep: Class 10 contains 28665 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 97413 members 
Mstep: Class 15 contains 116859 members 
Mstep: Class 16 contains 34143 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 12511 members 
Mstep: Class 19 contains 116047 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63945 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 14076 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16042 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 143704 members 
Mstep: Class 29 contains 116362 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 111208 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732352.000000 Penalty: 81671.953125
Iteration 181Q: 37 clusters Score -1.417324e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 18527 members 
Mstep: Class 5 contains 42642 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16825 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 100554 members 
Mstep: Class 10 contains 28537 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 97418 members 
Mstep: Class 15 contains 116796 members 
Mstep: Class 16 contains 34165 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 12439 members 
Mstep: Class 19 contains 116015 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 63988 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 14072 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 16031 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 143579 members 
Mstep: Class 29 contains 116431 members 
Mstep: Class 30 contains 336 members 
Mstep: Class 31 contains 6641 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 111308 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1213 members 
Mstep: Class 36 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732208.000000 Penalty: 81671.953125
Iteration 182Q: 37 clusters Score -1.417322e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 18494 members 
Mstep: Class 5 contains 42785 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16830 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 100602 members 
Mstep: Class 10 contains 28423 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 97419 members 
Mstep: Class 15 contains 116741 members 
Mstep: Class 16 contains 34177 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 12374 members 
Mstep: Class 19 contains 116005 members 
Mstep: Class 20 contains 6753 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 64052 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16020 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 143448 members 
Mstep: Class 29 contains 116471 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 6716 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 111402 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732384.000000 Penalty: 81671.953125
Iteration 183Q: 37 clusters Score -1.417324e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 18456 members 
Mstep: Class 5 contains 42907 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16833 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 100675 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 97436 members 
Mstep: Class 15 contains 116679 members 
Mstep: Class 16 contains 34206 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 12316 members 
Mstep: Class 19 contains 115987 members 
Mstep: Class 20 contains 6733 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 64120 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 14054 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16022 members 
Mstep: Class 27 contains 587 members 
Mstep: Class 28 contains 143299 members 
Mstep: Class 29 contains 116505 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6777 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 111486 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1216 members 
Mstep: Class 36 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732448.000000 Penalty: 81671.953125
Iteration 184Q: 37 clusters Score -1.417324e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 43005 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16839 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 100744 members 
Mstep: Class 10 contains 28191 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 97451 members 
Mstep: Class 15 contains 116613 members 
Mstep: Class 16 contains 34233 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 12270 members 
Mstep: Class 19 contains 115968 members 
Mstep: Class 20 contains 6716 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 64169 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 14045 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 16009 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 143106 members 
Mstep: Class 29 contains 116536 members 
Mstep: Class 30 contains 329 members 
Mstep: Class 31 contains 6834 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 111625 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1216 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732144.000000 Penalty: 81671.953125
Iteration 185Q: 37 clusters Score -1.417321e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 18423 members 
Mstep: Class 5 contains 43115 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16850 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 100805 members 
Mstep: Class 10 contains 28091 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 97477 members 
Mstep: Class 15 contains 116547 members 
Mstep: Class 16 contains 34252 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 12218 members 
Mstep: Class 19 contains 115953 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 14032 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 142929 members 
Mstep: Class 29 contains 116548 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 111754 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1215 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732048.000000 Penalty: 81671.953125
Iteration 186Q: 37 clusters Score -1.41732e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 18400 members 
Mstep: Class 5 contains 43220 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16854 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 100875 members 
Mstep: Class 10 contains 28001 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 97511 members 
Mstep: Class 15 contains 116442 members 
Mstep: Class 16 contains 34276 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 12162 members 
Mstep: Class 19 contains 115920 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 64294 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 14024 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 15986 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 142749 members 
Mstep: Class 29 contains 116586 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6956 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 111880 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732144.000000 Penalty: 81671.953125
Iteration 187Q: 37 clusters Score -1.417321e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 43327 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16863 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 100944 members 
Mstep: Class 10 contains 27913 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 97544 members 
Mstep: Class 15 contains 116327 members 
Mstep: Class 16 contains 34294 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 12105 members 
Mstep: Class 19 contains 115886 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 64358 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 14020 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 15985 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 142586 members 
Mstep: Class 29 contains 116597 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7004 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 112008 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732048.000000 Penalty: 81671.953125
Iteration 188Q: 37 clusters Score -1.41732e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 18375 members 
Mstep: Class 5 contains 43440 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16871 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 100986 members 
Mstep: Class 10 contains 27839 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 5901 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 97546 members 
Mstep: Class 15 contains 116297 members 
Mstep: Class 16 contains 34308 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 115849 members 
Mstep: Class 20 contains 6633 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 64416 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 14017 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 15984 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 142385 members 
Mstep: Class 29 contains 116627 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7058 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 112113 members 
Mstep: Class 34 contains 730 members 
Mstep: Class 35 contains 1216 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732064.000000 Penalty: 81671.953125
Iteration 189Q: 37 clusters Score -1.417321e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 18371 members 
Mstep: Class 5 contains 43553 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16869 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 101022 members 
Mstep: Class 10 contains 27768 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 5902 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 97564 members 
Mstep: Class 15 contains 116236 members 
Mstep: Class 16 contains 34331 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11993 members 
Mstep: Class 19 contains 115809 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 64471 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 14000 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 15984 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 142221 members 
Mstep: Class 29 contains 116681 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7094 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 112213 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 1215 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732416.000000 Penalty: 81671.953125
Iteration 190Q: 37 clusters Score -1.417324e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 18365 members 
Mstep: Class 5 contains 43670 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16871 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 101062 members 
Mstep: Class 10 contains 27699 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5904 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 97594 members 
Mstep: Class 15 contains 116133 members 
Mstep: Class 16 contains 34347 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11961 members 
Mstep: Class 19 contains 115733 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 64542 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13995 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 15975 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 142064 members 
Mstep: Class 29 contains 116767 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7124 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 112297 members 
Mstep: Class 34 contains 735 members 
Mstep: Class 35 contains 1215 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732672.000000 Penalty: 81671.953125
Iteration 191Q: 37 clusters Score -1.417327e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 18363 members 
Mstep: Class 5 contains 43770 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 16879 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 101111 members 
Mstep: Class 10 contains 27630 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5904 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 97612 members 
Mstep: Class 15 contains 116007 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11918 members 
Mstep: Class 19 contains 115701 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 64595 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13993 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 15977 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 141865 members 
Mstep: Class 29 contains 116881 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7146 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 112380 members 
Mstep: Class 34 contains 738 members 
Mstep: Class 35 contains 1218 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732784.000000 Penalty: 81671.953125
Iteration 192Q: 37 clusters Score -1.417328e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 18363 members 
Mstep: Class 5 contains 43879 members 
Mstep: Class 6 contains 260 members 
Mstep: Class 7 contains 16885 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 101138 members 
Mstep: Class 10 contains 27556 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 1496 members 
Mstep: Class 14 contains 97618 members 
Mstep: Class 15 contains 115908 members 
Mstep: Class 16 contains 34444 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 115723 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64666 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 13986 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 15976 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 141599 members 
Mstep: Class 29 contains 116984 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7167 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112462 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 1217 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732624.000000 Penalty: 81671.953125
Iteration 193Q: 37 clusters Score -1.417326e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 43996 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 101176 members 
Mstep: Class 10 contains 27484 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 97634 members 
Mstep: Class 15 contains 115810 members 
Mstep: Class 16 contains 34495 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 115713 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64714 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 13983 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15976 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 141358 members 
Mstep: Class 29 contains 117082 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7199 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112550 members 
Mstep: Class 34 contains 745 members 
Mstep: Class 35 contains 1219 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732320.000000 Penalty: 81671.953125
Iteration 194Q: 37 clusters Score -1.417323e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 44142 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16886 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 101203 members 
Mstep: Class 10 contains 27416 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 5909 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 97651 members 
Mstep: Class 15 contains 115743 members 
Mstep: Class 16 contains 34520 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11794 members 
Mstep: Class 19 contains 115722 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64719 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13983 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15968 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 141087 members 
Mstep: Class 29 contains 117205 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7234 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112636 members 
Mstep: Class 34 contains 749 members 
Mstep: Class 35 contains 1219 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732608.000000 Penalty: 81671.953125
Iteration 195Q: 37 clusters Score -1.417326e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 44282 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 16888 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 101237 members 
Mstep: Class 10 contains 27369 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5913 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 97676 members 
Mstep: Class 15 contains 115716 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 115688 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64707 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 13987 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15952 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 140826 members 
Mstep: Class 29 contains 117336 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7270 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112704 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 1219 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732768.000000 Penalty: 81671.953125
Iteration 196Q: 37 clusters Score -1.417328e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 18358 members 
Mstep: Class 5 contains 44452 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16898 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 101252 members 
Mstep: Class 10 contains 27341 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5914 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 97691 members 
Mstep: Class 15 contains 115689 members 
Mstep: Class 16 contains 34568 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11717 members 
Mstep: Class 19 contains 115677 members 
Mstep: Class 20 contains 6481 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64697 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 13978 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15938 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 140571 members 
Mstep: Class 29 contains 117440 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7293 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112785 members 
Mstep: Class 34 contains 759 members 
Mstep: Class 35 contains 1219 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732752.000000 Penalty: 81671.953125
Iteration 197Q: 37 clusters Score -1.417328e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 18358 members 
Mstep: Class 5 contains 44597 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16899 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 101269 members 
Mstep: Class 10 contains 27306 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5915 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 97718 members 
Mstep: Class 15 contains 115649 members 
Mstep: Class 16 contains 34579 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 115649 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64708 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 13972 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15929 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 140276 members 
Mstep: Class 29 contains 117563 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7321 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112908 members 
Mstep: Class 34 contains 766 members 
Mstep: Class 35 contains 1220 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732304.000000 Penalty: 81671.953125
Iteration 198Q: 37 clusters Score -1.417323e+08 nChanged 2421
Entering ConstructFrom: 
Score: -141732304.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (64752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Entering Unmasked Estep 
Score: -8195291.500000 Penalty: 1800.226929
	Iteration 0F: 2 clusters Score -8195292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -8152050.500000 Penalty: 3600.453857
	Iteration 0F: 3 clusters Score -8152050 nChanged 30700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -8169956.500000 Penalty: 3600.453857
	Iteration 1F: 3 clusters Score -8169956 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -8170821.500000 Penalty: 3600.453857
	Iteration 2Q: 3 clusters Score -8170822 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -8172189.500000 Penalty: 3600.453857
	Iteration 3Q: 3 clusters Score -8172190 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8174548.000000 Penalty: 3600.453857
	Iteration 4F: 3 clusters Score -8174548 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -8178618.500000 Penalty: 3600.453857
	Iteration 5F: 3 clusters Score -8178618 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -8183898.000000 Penalty: 3600.453857
	Iteration 6F: 3 clusters Score -8183898 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -8188652.500000 Penalty: 3600.453857
	Iteration 7F: 3 clusters Score -8188652 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8191499.500000 Penalty: 3600.453857
	Iteration 8Q: 3 clusters Score -8191500 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8192839.000000 Penalty: 3600.453857
	Iteration 9Q: 3 clusters Score -8192839 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8193442.500000 Penalty: 3600.453857
	Iteration 10Q: 3 clusters Score -8193442 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8193656.500000 Penalty: 3600.453857
	Iteration 11Q: 3 clusters Score -8193656 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8193806.500000 Penalty: 3600.453857
	Iteration 12Q: 3 clusters Score -8193806 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8193881.000000 Penalty: 3600.453857
	Iteration 13Q: 3 clusters Score -8193881 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8193915.500000 Penalty: 3600.453857
	Iteration 14Q: 3 clusters Score -8193916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8193958.000000 Penalty: 3600.453857
	Iteration 15Q: 3 clusters Score -8193958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8193988.000000 Penalty: 3600.453857
	Iteration 16Q: 3 clusters Score -8193988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8193997.000000 Penalty: 3600.453857
	Iteration 17Q: 3 clusters Score -8193997 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8194019.500000 Penalty: 3600.453857
	Iteration 18Q: 3 clusters Score -8194020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8194035.500000 Penalty: 3600.453857
	Iteration 19Q: 3 clusters Score -8194036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8194061.000000 Penalty: 3600.453857
	Iteration 20F: 3 clusters Score -8194061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8194083.500000 Penalty: 3600.453857
	Iteration 21Q: 3 clusters Score -8194084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8194090.000000 Penalty: 3600.453857
	Iteration 22Q: 3 clusters Score -8194090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8194110.000000 Penalty: 3600.453857
	Iteration 23Q: 3 clusters Score -8194110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8194102.500000 Penalty: 3600.453857
	Iteration 24Q: 3 clusters Score -8194102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8194114.000000 Penalty: 3600.453857
	Iteration 25Q: 3 clusters Score -8194114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8194118.500000 Penalty: 3600.453857
	Iteration 26Q: 3 clusters Score -8194118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8194119.000000 Penalty: 3600.453857
	Iteration 27Q: 3 clusters Score -8194119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8194110.000000 Penalty: 3600.453857
	Iteration 28Q: 3 clusters Score -8194110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8194112.500000 Penalty: 3600.453857
	Iteration 29Q: 3 clusters Score -8194112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8194112.500000 Penalty: 3600.453857
	Iteration 30Q: 3 clusters Score -8194112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8194108.500000 Penalty: 3600.453857
	Iteration 31Q: 3 clusters Score -8194108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8194110.500000 Penalty: 3600.453857
	Iteration 32Q: 3 clusters Score -8194110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8194110.000000 Penalty: 3600.453857
	Iteration 33Q: 3 clusters Score -8194110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8194114.000000 Penalty: 3600.453857
	Iteration 34Q: 3 clusters Score -8194114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8194117.000000 Penalty: 3600.453857
	Iteration 35Q: 3 clusters Score -8194117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8194112.500000 Penalty: 3600.453857
	Iteration 36Q: 3 clusters Score -8194112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8194125.500000 Penalty: 3600.453857
	Iteration 37Q: 3 clusters Score -8194126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8194122.000000 Penalty: 3600.453857
	Iteration 38Q: 3 clusters Score -8194122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8194121.500000 Penalty: 3600.453857
	Iteration 39Q: 3 clusters Score -8194122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8194124.000000 Penalty: 3600.453857
	Iteration 40F: 3 clusters Score -8194124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Entering Unmasked Estep 
Score: -1011901.125000 Penalty: 1462.978882
	Iteration 0F: 2 clusters Score -1011901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1005927.937500 Penalty: 2925.957764
	Iteration 0F: 3 clusters Score -1005928 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1007816.750000 Penalty: 2925.957764
	Iteration 1F: 3 clusters Score -1007817 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1008031.437500 Penalty: 2925.957764
	Iteration 2F: 3 clusters Score -1008031 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1008196.062500 Penalty: 2925.957764
	Iteration 3Q: 3 clusters Score -1008196 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1008328.187500 Penalty: 2925.957764
	Iteration 4Q: 3 clusters Score -1008328 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1008462.750000 Penalty: 2925.957764
	Iteration 5Q: 3 clusters Score -1008463 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1008605.125000 Penalty: 2925.957764
	Iteration 6Q: 3 clusters Score -1008605 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1008715.187500 Penalty: 2925.957764
	Iteration 7Q: 3 clusters Score -1008715 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1008819.437500 Penalty: 2925.957764
	Iteration 8Q: 3 clusters Score -1008819 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1008915.750000 Penalty: 2925.957764
	Iteration 9Q: 3 clusters Score -1008916 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1009001.375000 Penalty: 2925.957764
	Iteration 10Q: 3 clusters Score -1009001 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1009092.062500 Penalty: 2925.957764
	Iteration 11Q: 3 clusters Score -1009092 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1009172.187500 Penalty: 2925.957764
	Iteration 12Q: 3 clusters Score -1009172 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1009241.250000 Penalty: 2925.957764
	Iteration 13Q: 3 clusters Score -1009241 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1009330.812500 Penalty: 2925.957764
	Iteration 14Q: 3 clusters Score -1009331 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1009443.875000 Penalty: 2925.957764
	Iteration 15Q: 3 clusters Score -1009444 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1009550.750000 Penalty: 2925.957764
	Iteration 16Q: 3 clusters Score -1009551 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1009631.562500 Penalty: 2925.957764
	Iteration 17Q: 3 clusters Score -1009632 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1009699.187500 Penalty: 2925.957764
	Iteration 18Q: 3 clusters Score -1009699 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1009759.250000 Penalty: 2925.957764
	Iteration 19Q: 3 clusters Score -1009759 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1009804.562500 Penalty: 2925.957764
	Iteration 20F: 3 clusters Score -1009805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1009838.750000 Penalty: 2925.957764
	Iteration 21Q: 3 clusters Score -1009839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1009875.375000 Penalty: 2925.957764
	Iteration 22Q: 3 clusters Score -1009875 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1009917.062500 Penalty: 2925.957764
	Iteration 23Q: 3 clusters Score -1009917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1009951.625000 Penalty: 2925.957764
	Iteration 24Q: 3 clusters Score -1009952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1009981.375000 Penalty: 2925.957764
	Iteration 25Q: 3 clusters Score -1009981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1010011.375000 Penalty: 2925.957764
	Iteration 26Q: 3 clusters Score -1010011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1010041.250000 Penalty: 2925.957764
	Iteration 27Q: 3 clusters Score -1010041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1010077.687500 Penalty: 2925.957764
	Iteration 28Q: 3 clusters Score -1010078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1010105.687500 Penalty: 2925.957764
	Iteration 29Q: 3 clusters Score -1010106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1010144.562500 Penalty: 2925.957764
	Iteration 30Q: 3 clusters Score -1010145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1010180.875000 Penalty: 2925.957764
	Iteration 31Q: 3 clusters Score -1010181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1010221.937500 Penalty: 2925.957764
	Iteration 32Q: 3 clusters Score -1010222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1010251.375000 Penalty: 2925.957764
	Iteration 33Q: 3 clusters Score -1010251 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1010290.312500 Penalty: 2925.957764
	Iteration 34Q: 3 clusters Score -1010290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1010319.687500 Penalty: 2925.957764
	Iteration 35Q: 3 clusters Score -1010320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1010350.062500 Penalty: 2925.957764
	Iteration 36Q: 3 clusters Score -1010350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1010379.875000 Penalty: 2925.957764
	Iteration 37Q: 3 clusters Score -1010380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1010413.125000 Penalty: 2925.957764
	Iteration 38Q: 3 clusters Score -1010413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1010437.562500 Penalty: 2925.957764
	Iteration 39Q: 3 clusters Score -1010438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1010460.625000 Penalty: 2925.957764
	Iteration 40F: 3 clusters Score -1010461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1010480.625000 Penalty: 2925.957764
	Iteration 41Q: 3 clusters Score -1010481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1010496.187500 Penalty: 2925.957764
	Iteration 42Q: 3 clusters Score -1010496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1010505.375000 Penalty: 2925.957764
	Iteration 43Q: 3 clusters Score -1010505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1010518.437500 Penalty: 2925.957764
	Iteration 44Q: 3 clusters Score -1010518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1010532.937500 Penalty: 2925.957764
	Iteration 45Q: 3 clusters Score -1010533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1010542.250000 Penalty: 2925.957764
	Iteration 46Q: 3 clusters Score -1010542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1010556.750000 Penalty: 2925.957764
	Iteration 47Q: 3 clusters Score -1010557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1010567.812500 Penalty: 2925.957764
	Iteration 48Q: 3 clusters Score -1010568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1010578.437500 Penalty: 2925.957764
	Iteration 49Q: 3 clusters Score -1010578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1010584.875000 Penalty: 2925.957764
	Iteration 50Q: 3 clusters Score -1010585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1010584.562500 Penalty: 2925.957764
	Iteration 51Q: 3 clusters Score -1010585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1010587.875000 Penalty: 2925.957764
	Iteration 52Q: 3 clusters Score -1010588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1010588.625000 Penalty: 2925.957764
	Iteration 53Q: 3 clusters Score -1010589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1010588.875000 Penalty: 2925.957764
	Iteration 54Q: 3 clusters Score -1010589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1010590.500000 Penalty: 2925.957764
	Iteration 55Q: 3 clusters Score -1010590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1010590.312500 Penalty: 2925.957764
	Iteration 56Q: 3 clusters Score -1010590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1010592.875000 Penalty: 2925.957764
	Iteration 57Q: 3 clusters Score -1010593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1010597.312500 Penalty: 2925.957764
	Iteration 58Q: 3 clusters Score -1010597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1010600.062500 Penalty: 2925.957764
	Iteration 59Q: 3 clusters Score -1010600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1010604.750000 Penalty: 2925.957764
	Iteration 60F: 3 clusters Score -1010605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1010607.562500 Penalty: 2925.957764
	Iteration 61Q: 3 clusters Score -1010608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1010608.937500 Penalty: 2925.957764
	Iteration 62Q: 3 clusters Score -1010609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1010611.187500 Penalty: 2925.957764
	Iteration 63Q: 3 clusters Score -1010611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1010615.062500 Penalty: 2925.957764
	Iteration 64Q: 3 clusters Score -1010615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1010614.750000 Penalty: 2925.957764
	Iteration 65Q: 3 clusters Score -1010615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1010614.750000 Penalty: 2925.957764
	Iteration 66F: 3 clusters Score -1010615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -213707.375000 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -213707.4 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 939 members 
Entering Unmasked Estep 
Score: -211748.968750 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -211749 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212382.109375 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -212382.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -212661.187500 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -212661.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -212842.062500 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -212842.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -212963.390625 Penalty: 2453.280762
	Iteration 4F: 3 clusters Score -212963.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213048.609375 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -213048.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213118.968750 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -213119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -213190.984375 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -213191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -213227.937500 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -213227.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -213244.953125 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -213245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -213258.312500 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -213258.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213269.828125 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -213269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -213278.046875 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -213278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -213280.796875 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -213280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -213281.609375 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -213281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -213281.609375 Penalty: 2453.280762
	Iteration 15F: 3 clusters Score -213281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Entering Unmasked Estep 
Score: -2251356.750000 Penalty: 1595.422485
	Iteration 0F: 2 clusters Score -2251357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2238622.750000 Penalty: 3190.844971
	Iteration 0F: 3 clusters Score -2238623 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2243409.750000 Penalty: 3190.844971
	Iteration 1F: 3 clusters Score -2243410 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2243835.000000 Penalty: 3190.844971
	Iteration 2F: 3 clusters Score -2243835 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2244202.250000 Penalty: 3190.844971
	Iteration 3F: 3 clusters Score -2244202 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2244553.000000 Penalty: 3190.844971
	Iteration 4Q: 3 clusters Score -2244553 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2244937.500000 Penalty: 3190.844971
	Iteration 5Q: 3 clusters Score -2244938 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2245362.000000 Penalty: 3190.844971
	Iteration 6Q: 3 clusters Score -2245362 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2245884.500000 Penalty: 3190.844971
	Iteration 7F: 3 clusters Score -2245884 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2246509.000000 Penalty: 3190.844971
	Iteration 8F: 3 clusters Score -2246509 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2247210.750000 Penalty: 3190.844971
	Iteration 9F: 3 clusters Score -2247211 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2247884.500000 Penalty: 3190.844971
	Iteration 10F: 3 clusters Score -2247884 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2248471.500000 Penalty: 3190.844971
	Iteration 11Q: 3 clusters Score -2248472 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2248994.250000 Penalty: 3190.844971
	Iteration 12Q: 3 clusters Score -2248994 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2249378.500000 Penalty: 3190.844971
	Iteration 13Q: 3 clusters Score -2249378 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2249618.500000 Penalty: 3190.844971
	Iteration 14Q: 3 clusters Score -2249618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2249773.000000 Penalty: 3190.844971
	Iteration 15Q: 3 clusters Score -2249773 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2249876.500000 Penalty: 3190.844971
	Iteration 16Q: 3 clusters Score -2249876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2249957.750000 Penalty: 3190.844971
	Iteration 17Q: 3 clusters Score -2249958 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2250022.250000 Penalty: 3190.844971
	Iteration 18Q: 3 clusters Score -2250022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2250053.750000 Penalty: 3190.844971
	Iteration 19Q: 3 clusters Score -2250054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2250071.000000 Penalty: 3190.844971
	Iteration 20F: 3 clusters Score -2250071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2250093.500000 Penalty: 3190.844971
	Iteration 21Q: 3 clusters Score -2250094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2250106.500000 Penalty: 3190.844971
	Iteration 22Q: 3 clusters Score -2250106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2250118.250000 Penalty: 3190.844971
	Iteration 23Q: 3 clusters Score -2250118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2250124.500000 Penalty: 3190.844971
	Iteration 24Q: 3 clusters Score -2250124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2250133.000000 Penalty: 3190.844971
	Iteration 25Q: 3 clusters Score -2250133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2250136.750000 Penalty: 3190.844971
	Iteration 26Q: 3 clusters Score -2250137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2250139.000000 Penalty: 3190.844971
	Iteration 27Q: 3 clusters Score -2250139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2250144.750000 Penalty: 3190.844971
	Iteration 28Q: 3 clusters Score -2250145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2250149.500000 Penalty: 3190.844971
	Iteration 29Q: 3 clusters Score -2250150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2250155.750000 Penalty: 3190.844971
	Iteration 30Q: 3 clusters Score -2250156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2250158.750000 Penalty: 3190.844971
	Iteration 31Q: 3 clusters Score -2250159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2250163.000000 Penalty: 3190.844971
	Iteration 32Q: 3 clusters Score -2250163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2250164.500000 Penalty: 3190.844971
	Iteration 33Q: 3 clusters Score -2250164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2250170.000000 Penalty: 3190.844971
	Iteration 34Q: 3 clusters Score -2250170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2250169.500000 Penalty: 3190.844971
	Iteration 35Q: 3 clusters Score -2250170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2250172.500000 Penalty: 3190.844971
	Iteration 36Q: 3 clusters Score -2250172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2250175.000000 Penalty: 3190.844971
	Iteration 37Q: 3 clusters Score -2250175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2250171.750000 Penalty: 3190.844971
	Iteration 38Q: 3 clusters Score -2250172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2250175.000000 Penalty: 3190.844971
	Iteration 39Q: 3 clusters Score -2250175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2250173.000000 Penalty: 3190.844971
	Iteration 40F: 3 clusters Score -2250173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2250174.000000 Penalty: 3190.844971
	Iteration 41Q: 3 clusters Score -2250174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2250174.000000 Penalty: 3190.844971
	Iteration 42F: 3 clusters Score -2250174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Entering Unmasked Estep 
Score: -5661859.500000 Penalty: 1740.245605
	Iteration 0F: 2 clusters Score -5661860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -5631891.500000 Penalty: 3480.491211
	Iteration 0F: 3 clusters Score -5631892 nChanged 20986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5644101.500000 Penalty: 3480.491211
	Iteration 1F: 3 clusters Score -5644102 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5644997.000000 Penalty: 3480.491211
	Iteration 2F: 3 clusters Score -5644997 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -5646051.500000 Penalty: 3480.491211
	Iteration 3F: 3 clusters Score -5646052 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -5647277.500000 Penalty: 3480.491211
	Iteration 4F: 3 clusters Score -5647278 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5648897.500000 Penalty: 3480.491211
	Iteration 5F: 3 clusters Score -5648898 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5650928.000000 Penalty: 3480.491211
	Iteration 6F: 3 clusters Score -5650928 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5653238.000000 Penalty: 3480.491211
	Iteration 7F: 3 clusters Score -5653238 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5655576.000000 Penalty: 3480.491211
	Iteration 8F: 3 clusters Score -5655576 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5657495.500000 Penalty: 3480.491211
	Iteration 9Q: 3 clusters Score -5657496 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5658504.500000 Penalty: 3480.491211
	Iteration 10Q: 3 clusters Score -5658504 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -5658873.500000 Penalty: 3480.491211
	Iteration 11Q: 3 clusters Score -5658874 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -5659091.500000 Penalty: 3480.491211
	Iteration 12Q: 3 clusters Score -5659092 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5659195.000000 Penalty: 3480.491211
	Iteration 13Q: 3 clusters Score -5659195 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5659280.000000 Penalty: 3480.491211
	Iteration 14Q: 3 clusters Score -5659280 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5659394.500000 Penalty: 3480.491211
	Iteration 15Q: 3 clusters Score -5659394 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5659474.500000 Penalty: 3480.491211
	Iteration 16Q: 3 clusters Score -5659474 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -5659534.000000 Penalty: 3480.491211
	Iteration 17Q: 3 clusters Score -5659534 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5659608.500000 Penalty: 3480.491211
	Iteration 18Q: 3 clusters Score -5659608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5659687.000000 Penalty: 3480.491211
	Iteration 19Q: 3 clusters Score -5659687 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -5659753.500000 Penalty: 3480.491211
	Iteration 20F: 3 clusters Score -5659754 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5659787.500000 Penalty: 3480.491211
	Iteration 21Q: 3 clusters Score -5659788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5659848.500000 Penalty: 3480.491211
	Iteration 22Q: 3 clusters Score -5659848 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5659877.000000 Penalty: 3480.491211
	Iteration 23Q: 3 clusters Score -5659877 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5659908.000000 Penalty: 3480.491211
	Iteration 24Q: 3 clusters Score -5659908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5659932.500000 Penalty: 3480.491211
	Iteration 25Q: 3 clusters Score -5659932 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5659987.000000 Penalty: 3480.491211
	Iteration 26Q: 3 clusters Score -5659987 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -5660029.500000 Penalty: 3480.491211
	Iteration 27Q: 3 clusters Score -5660030 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5660061.000000 Penalty: 3480.491211
	Iteration 28Q: 3 clusters Score -5660061 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5660091.000000 Penalty: 3480.491211
	Iteration 29Q: 3 clusters Score -5660091 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -5660116.000000 Penalty: 3480.491211
	Iteration 30Q: 3 clusters Score -5660116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5660160.000000 Penalty: 3480.491211
	Iteration 31Q: 3 clusters Score -5660160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5660172.000000 Penalty: 3480.491211
	Iteration 32Q: 3 clusters Score -5660172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -5660203.000000 Penalty: 3480.491211
	Iteration 33Q: 3 clusters Score -5660203 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5660207.000000 Penalty: 3480.491211
	Iteration 34Q: 3 clusters Score -5660207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5660209.500000 Penalty: 3480.491211
	Iteration 35Q: 3 clusters Score -5660210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5660236.000000 Penalty: 3480.491211
	Iteration 36Q: 3 clusters Score -5660236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -5660256.000000 Penalty: 3480.491211
	Iteration 37Q: 3 clusters Score -5660256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5660276.500000 Penalty: 3480.491211
	Iteration 38Q: 3 clusters Score -5660276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5660287.000000 Penalty: 3480.491211
	Iteration 39Q: 3 clusters Score -5660287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5660315.000000 Penalty: 3480.491211
	Iteration 40F: 3 clusters Score -5660315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -5660339.000000 Penalty: 3480.491211
	Iteration 41Q: 3 clusters Score -5660339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5660344.500000 Penalty: 3480.491211
	Iteration 42Q: 3 clusters Score -5660344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -5660358.500000 Penalty: 3480.491211
	Iteration 43Q: 3 clusters Score -5660358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -5660357.500000 Penalty: 3480.491211
	Iteration 44Q: 3 clusters Score -5660358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5660359.500000 Penalty: 3480.491211
	Iteration 45Q: 3 clusters Score -5660360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -5660369.500000 Penalty: 3480.491211
	Iteration 46Q: 3 clusters Score -5660370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5660379.000000 Penalty: 3480.491211
	Iteration 47Q: 3 clusters Score -5660379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -5660378.000000 Penalty: 3480.491211
	Iteration 48Q: 3 clusters Score -5660378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5660377.500000 Penalty: 3480.491211
	Iteration 49Q: 3 clusters Score -5660378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5660382.000000 Penalty: 3480.491211
	Iteration 50Q: 3 clusters Score -5660382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -5660382.500000 Penalty: 3480.491211
	Iteration 51Q: 3 clusters Score -5660382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5660402.000000 Penalty: 3480.491211
	Iteration 52Q: 3 clusters Score -5660402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -5660399.000000 Penalty: 3480.491211
	Iteration 53Q: 3 clusters Score -5660399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -5660400.000000 Penalty: 3480.491211
	Iteration 54Q: 3 clusters Score -5660400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5660403.500000 Penalty: 3480.491211
	Iteration 55Q: 3 clusters Score -5660404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -5660407.500000 Penalty: 3480.491211
	Iteration 56Q: 3 clusters Score -5660408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5660419.500000 Penalty: 3480.491211
	Iteration 57Q: 3 clusters Score -5660420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -5660413.500000 Penalty: 3480.491211
	Iteration 58Q: 3 clusters Score -5660414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5660423.000000 Penalty: 3480.491211
	Iteration 59Q: 3 clusters Score -5660423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5660418.500000 Penalty: 3480.491211
	Iteration 60F: 3 clusters Score -5660418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5660417.000000 Penalty: 3480.491211
	Iteration 61Q: 3 clusters Score -5660417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5660418.000000 Penalty: 3480.491211
	Iteration 62Q: 3 clusters Score -5660418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -5660421.500000 Penalty: 3480.491211
	Iteration 63Q: 3 clusters Score -5660422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5660432.500000 Penalty: 3480.491211
	Iteration 64Q: 3 clusters Score -5660432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -5660431.000000 Penalty: 3480.491211
	Iteration 65Q: 3 clusters Score -5660431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5660431.500000 Penalty: 3480.491211
	Iteration 66Q: 3 clusters Score -5660432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5660418.500000 Penalty: 3480.491211
	Iteration 67Q: 3 clusters Score -5660418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5660423.000000 Penalty: 3480.491211
	Iteration 68Q: 3 clusters Score -5660423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5660419.000000 Penalty: 3480.491211
	Iteration 69Q: 3 clusters Score -5660419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5660422.000000 Penalty: 3480.491211
	Iteration 70Q: 3 clusters Score -5660422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5660417.500000 Penalty: 3480.491211
	Iteration 71Q: 3 clusters Score -5660418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5660422.000000 Penalty: 3480.491211
	Iteration 72Q: 3 clusters Score -5660422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5660423.500000 Penalty: 3480.491211
	Iteration 73Q: 3 clusters Score -5660424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5660415.000000 Penalty: 3480.491211
	Iteration 74Q: 3 clusters Score -5660415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5660430.000000 Penalty: 3480.491211
	Iteration 75Q: 3 clusters Score -5660430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5660423.000000 Penalty: 3480.491211
	Iteration 76Q: 3 clusters Score -5660423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5660429.500000 Penalty: 3480.491211
	Iteration 77Q: 3 clusters Score -5660430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5660418.500000 Penalty: 3480.491211
	Iteration 78Q: 3 clusters Score -5660418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -5660422.000000 Penalty: 3480.491211
	Iteration 79Q: 3 clusters Score -5660422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5660428.500000 Penalty: 3480.491211
	Iteration 80F: 3 clusters Score -5660428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5660431.500000 Penalty: 3480.491211
	Iteration 81Q: 3 clusters Score -5660432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5660434.000000 Penalty: 3480.491211
	Iteration 82Q: 3 clusters Score -5660434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5660432.000000 Penalty: 3480.491211
	Iteration 83Q: 3 clusters Score -5660432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5660426.000000 Penalty: 3480.491211
	Iteration 84Q: 3 clusters Score -5660426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5660426.500000 Penalty: 3480.491211
	Iteration 85Q: 3 clusters Score -5660426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5660426.500000 Penalty: 3480.491211
	Iteration 86F: 3 clusters Score -5660426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -30107.232422 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -30107.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29255.662109 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -29255.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29346.708984 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -29346.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29371.003906 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -29371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29375.697266 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -29375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29375.697266 Penalty: 1809.712036
	Iteration 4F: 3 clusters Score -29375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Entering Unmasked Estep 
Score: -2077185.875000 Penalty: 1581.987183
	Iteration 0F: 2 clusters Score -2077186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2065606.125000 Penalty: 3163.974365
	Iteration 0F: 3 clusters Score -2065606 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2069816.375000 Penalty: 3163.974365
	Iteration 1F: 3 clusters Score -2069816 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2070143.000000 Penalty: 3163.974365
	Iteration 2F: 3 clusters Score -2070143 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2070460.375000 Penalty: 3163.974365
	Iteration 3Q: 3 clusters Score -2070460 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2070841.625000 Penalty: 3163.974365
	Iteration 4Q: 3 clusters Score -2070842 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2071310.000000 Penalty: 3163.974365
	Iteration 5F: 3 clusters Score -2071310 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2071856.625000 Penalty: 3163.974365
	Iteration 6F: 3 clusters Score -2071857 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2072483.000000 Penalty: 3163.974365
	Iteration 7F: 3 clusters Score -2072483 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2073144.375000 Penalty: 3163.974365
	Iteration 8F: 3 clusters Score -2073144 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2073801.250000 Penalty: 3163.974365
	Iteration 9F: 3 clusters Score -2073801 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2074428.625000 Penalty: 3163.974365
	Iteration 10Q: 3 clusters Score -2074429 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2074925.375000 Penalty: 3163.974365
	Iteration 11Q: 3 clusters Score -2074925 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2075251.750000 Penalty: 3163.974365
	Iteration 12Q: 3 clusters Score -2075252 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2075479.625000 Penalty: 3163.974365
	Iteration 13Q: 3 clusters Score -2075480 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2075640.500000 Penalty: 3163.974365
	Iteration 14Q: 3 clusters Score -2075640 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2075726.125000 Penalty: 3163.974365
	Iteration 15Q: 3 clusters Score -2075726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2075772.750000 Penalty: 3163.974365
	Iteration 16Q: 3 clusters Score -2075773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2075806.750000 Penalty: 3163.974365
	Iteration 17Q: 3 clusters Score -2075807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2075831.625000 Penalty: 3163.974365
	Iteration 18Q: 3 clusters Score -2075832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2075855.125000 Penalty: 3163.974365
	Iteration 19Q: 3 clusters Score -2075855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2075875.375000 Penalty: 3163.974365
	Iteration 20F: 3 clusters Score -2075875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2075887.250000 Penalty: 3163.974365
	Iteration 21Q: 3 clusters Score -2075887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2075898.375000 Penalty: 3163.974365
	Iteration 22Q: 3 clusters Score -2075898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2075906.625000 Penalty: 3163.974365
	Iteration 23Q: 3 clusters Score -2075907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2075907.875000 Penalty: 3163.974365
	Iteration 24Q: 3 clusters Score -2075908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2075913.250000 Penalty: 3163.974365
	Iteration 25Q: 3 clusters Score -2075913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2075914.625000 Penalty: 3163.974365
	Iteration 26Q: 3 clusters Score -2075915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2075916.375000 Penalty: 3163.974365
	Iteration 27Q: 3 clusters Score -2075916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2075917.625000 Penalty: 3163.974365
	Iteration 28Q: 3 clusters Score -2075918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2075920.875000 Penalty: 3163.974365
	Iteration 29Q: 3 clusters Score -2075921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2075923.000000 Penalty: 3163.974365
	Iteration 30Q: 3 clusters Score -2075923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2075927.125000 Penalty: 3163.974365
	Iteration 31Q: 3 clusters Score -2075927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2075932.875000 Penalty: 3163.974365
	Iteration 32Q: 3 clusters Score -2075933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2075933.250000 Penalty: 3163.974365
	Iteration 33Q: 3 clusters Score -2075933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2075938.250000 Penalty: 3163.974365
	Iteration 34Q: 3 clusters Score -2075938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2075941.000000 Penalty: 3163.974365
	Iteration 35Q: 3 clusters Score -2075941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2075941.000000 Penalty: 3163.974365
	Iteration 36F: 3 clusters Score -2075941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -381281.687500 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -381281.7 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 1561 members 
Entering Unmasked Estep 
Score: -378454.750000 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -378454.8 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -379302.187500 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -379302.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -379644.062500 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -379644.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -380117.750000 Penalty: 2624.463379
	Iteration 3F: 3 clusters Score -380117.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -380691.562500 Penalty: 2624.463379
	Iteration 4F: 3 clusters Score -380691.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -381148.187500 Penalty: 2624.463379
	Iteration 5F: 3 clusters Score -381148.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -381351.750000 Penalty: 2624.463379
	Iteration 6F: 3 clusters Score -381351.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -381427.468750 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -381427.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -381484.343750 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -381484.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -381517.468750 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -381517.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381534.468750 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -381534.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -381545.312500 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -381545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381548.875000 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -381548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381549.437500 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -381549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -381551.281250 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -381551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -381553.843750 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -381553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -381557.468750 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -381557.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -381560.750000 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -381560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -381563.750000 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -381563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -381565.437500 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -381565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -381570.843750 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -381570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -381578.718750 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -381578.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -381584.156250 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -381584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -381587.156250 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -381587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -381593.312500 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -381593.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -381597.125000 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -381597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -381598.687500 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -381598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -381599.687500 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -381599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -381600.218750 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -381600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -381600.218750 Penalty: 2624.463379
	Iteration 29F: 3 clusters Score -381600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15929 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7349 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 1420 members 
Entering Unmasked Estep 
Score: -141731712.000000 Penalty: 83940.617188
Splitting cluster 8 changes total score from -141732304.000000 to -141731712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (101280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Entering Unmasked Estep 
Score: -12516065.000000 Penalty: 1872.917236
	Iteration 0F: 2 clusters Score -1.251606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -12449456.000000 Penalty: 3745.834473
	Iteration 0F: 3 clusters Score -1.244946e+07 nChanged 48777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -12478910.000000 Penalty: 3745.834473
	Iteration 1F: 3 clusters Score -1.247891e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -12480519.000000 Penalty: 3745.834473
	Iteration 2Q: 3 clusters Score -1.248052e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -12482659.000000 Penalty: 3745.834473
	Iteration 3Q: 3 clusters Score -1.248266e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -12485307.000000 Penalty: 3745.834473
	Iteration 4F: 3 clusters Score -1.248531e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -12488331.000000 Penalty: 3745.834473
	Iteration 5F: 3 clusters Score -1.248833e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -12491771.000000 Penalty: 3745.834473
	Iteration 6F: 3 clusters Score -1.249177e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -12495300.000000 Penalty: 3745.834473
	Iteration 7F: 3 clusters Score -1.24953e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -12499194.000000 Penalty: 3745.834473
	Iteration 8F: 3 clusters Score -1.249919e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -12503437.000000 Penalty: 3745.834473
	Iteration 9F: 3 clusters Score -1.250344e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -12507326.000000 Penalty: 3745.834473
	Iteration 10Q: 3 clusters Score -1.250733e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -12510418.000000 Penalty: 3745.834473
	Iteration 11Q: 3 clusters Score -1.251042e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -12512398.000000 Penalty: 3745.834473
	Iteration 12Q: 3 clusters Score -1.25124e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -12513525.000000 Penalty: 3745.834473
	Iteration 13Q: 3 clusters Score -1.251352e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -12514160.000000 Penalty: 3745.834473
	Iteration 14Q: 3 clusters Score -1.251416e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -12514548.000000 Penalty: 3745.834473
	Iteration 15Q: 3 clusters Score -1.251455e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -12514770.000000 Penalty: 3745.834473
	Iteration 16Q: 3 clusters Score -1.251477e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -12514851.000000 Penalty: 3745.834473
	Iteration 17Q: 3 clusters Score -1.251485e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -12514946.000000 Penalty: 3745.834473
	Iteration 18Q: 3 clusters Score -1.251495e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -12515001.000000 Penalty: 3745.834473
	Iteration 19Q: 3 clusters Score -1.2515e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -12515018.000000 Penalty: 3745.834473
	Iteration 20F: 3 clusters Score -1.251502e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -12515057.000000 Penalty: 3745.834473
	Iteration 21Q: 3 clusters Score -1.251506e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -12515081.000000 Penalty: 3745.834473
	Iteration 22Q: 3 clusters Score -1.251508e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 98886 members 
Entering Unmasked Estep 
Score: -12515072.000000 Penalty: 3745.834473
	Iteration 23Q: 3 clusters Score -1.251507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -12515085.000000 Penalty: 3745.834473
	Iteration 24Q: 3 clusters Score -1.251508e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -12515102.000000 Penalty: 3745.834473
	Iteration 25Q: 3 clusters Score -1.25151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -12515114.000000 Penalty: 3745.834473
	Iteration 26Q: 3 clusters Score -1.251511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -12515115.000000 Penalty: 3745.834473
	Iteration 27Q: 3 clusters Score -1.251512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -12515133.000000 Penalty: 3745.834473
	Iteration 28Q: 3 clusters Score -1.251513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -12515130.000000 Penalty: 3745.834473
	Iteration 29Q: 3 clusters Score -1.251513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -12515138.000000 Penalty: 3745.834473
	Iteration 30Q: 3 clusters Score -1.251514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -12515152.000000 Penalty: 3745.834473
	Iteration 31Q: 3 clusters Score -1.251515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -12515154.000000 Penalty: 3745.834473
	Iteration 32Q: 3 clusters Score -1.251515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -12515176.000000 Penalty: 3745.834473
	Iteration 33Q: 3 clusters Score -1.251518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -12515171.000000 Penalty: 3745.834473
	Iteration 34Q: 3 clusters Score -1.251517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 99238 members 
Entering Unmasked Estep 
Score: -12515176.000000 Penalty: 3745.834473
	Iteration 35Q: 3 clusters Score -1.251518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -12515179.000000 Penalty: 3745.834473
	Iteration 36Q: 3 clusters Score -1.251518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -12515185.000000 Penalty: 3745.834473
	Iteration 37Q: 3 clusters Score -1.251518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -12515184.000000 Penalty: 3745.834473
	Iteration 38Q: 3 clusters Score -1.251518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -12515185.000000 Penalty: 3745.834473
	Iteration 39Q: 3 clusters Score -1.251518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -12515192.000000 Penalty: 3745.834473
	Iteration 40F: 3 clusters Score -1.251519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -12515193.000000 Penalty: 3745.834473
	Iteration 41Q: 3 clusters Score -1.251519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -12515201.000000 Penalty: 3745.834473
	Iteration 42Q: 3 clusters Score -1.25152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -12515204.000000 Penalty: 3745.834473
	Iteration 43Q: 3 clusters Score -1.25152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -12515207.000000 Penalty: 3745.834473
	Iteration 44Q: 3 clusters Score -1.251521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -12515207.000000 Penalty: 3745.834473
	Iteration 45Q: 3 clusters Score -1.251521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -12515213.000000 Penalty: 3745.834473
	Iteration 46Q: 3 clusters Score -1.251521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -12515213.000000 Penalty: 3745.834473
	Iteration 47Q: 3 clusters Score -1.251521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -12515208.000000 Penalty: 3745.834473
	Iteration 48Q: 3 clusters Score -1.251521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -12515206.000000 Penalty: 3745.834473
	Iteration 49Q: 3 clusters Score -1.251521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -12515206.000000 Penalty: 3745.834473
	Iteration 50F: 3 clusters Score -1.251521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -3347685.750000 Penalty: 1659.736328
	Iteration 0F: 2 clusters Score -3347686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3329216.000000 Penalty: 3319.472656
	Iteration 0F: 3 clusters Score -3329216 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3336052.000000 Penalty: 3319.472656
	Iteration 1F: 3 clusters Score -3336052 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3336374.250000 Penalty: 3319.472656
	Iteration 2Q: 3 clusters Score -3336374 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3336640.250000 Penalty: 3319.472656
	Iteration 3Q: 3 clusters Score -3336640 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3336889.750000 Penalty: 3319.472656
	Iteration 4Q: 3 clusters Score -3336890 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3337119.500000 Penalty: 3319.472656
	Iteration 5Q: 3 clusters Score -3337120 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3337341.750000 Penalty: 3319.472656
	Iteration 6Q: 3 clusters Score -3337342 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3337584.250000 Penalty: 3319.472656
	Iteration 7Q: 3 clusters Score -3337584 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3337810.250000 Penalty: 3319.472656
	Iteration 8Q: 3 clusters Score -3337810 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3338032.000000 Penalty: 3319.472656
	Iteration 9Q: 3 clusters Score -3338032 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3338260.750000 Penalty: 3319.472656
	Iteration 10Q: 3 clusters Score -3338261 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3338456.000000 Penalty: 3319.472656
	Iteration 11Q: 3 clusters Score -3338456 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3338656.000000 Penalty: 3319.472656
	Iteration 12Q: 3 clusters Score -3338656 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3338872.000000 Penalty: 3319.472656
	Iteration 13Q: 3 clusters Score -3338872 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3339062.250000 Penalty: 3319.472656
	Iteration 14Q: 3 clusters Score -3339062 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3339308.000000 Penalty: 3319.472656
	Iteration 15Q: 3 clusters Score -3339308 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3339547.750000 Penalty: 3319.472656
	Iteration 16Q: 3 clusters Score -3339548 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3339868.250000 Penalty: 3319.472656
	Iteration 17Q: 3 clusters Score -3339868 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3340227.000000 Penalty: 3319.472656
	Iteration 18Q: 3 clusters Score -3340227 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3340711.000000 Penalty: 3319.472656
	Iteration 19Q: 3 clusters Score -3340711 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3341263.250000 Penalty: 3319.472656
	Iteration 20F: 3 clusters Score -3341263 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3341979.000000 Penalty: 3319.472656
	Iteration 21Q: 3 clusters Score -3341979 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3342814.000000 Penalty: 3319.472656
	Iteration 22Q: 3 clusters Score -3342814 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3343530.750000 Penalty: 3319.472656
	Iteration 23Q: 3 clusters Score -3343531 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3343995.000000 Penalty: 3319.472656
	Iteration 24Q: 3 clusters Score -3343995 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3344350.250000 Penalty: 3319.472656
	Iteration 25Q: 3 clusters Score -3344350 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3344666.750000 Penalty: 3319.472656
	Iteration 26Q: 3 clusters Score -3344667 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3344944.750000 Penalty: 3319.472656
	Iteration 27Q: 3 clusters Score -3344945 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3345212.750000 Penalty: 3319.472656
	Iteration 28Q: 3 clusters Score -3345213 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3345448.750000 Penalty: 3319.472656
	Iteration 29Q: 3 clusters Score -3345449 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3345652.750000 Penalty: 3319.472656
	Iteration 30Q: 3 clusters Score -3345653 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3345805.000000 Penalty: 3319.472656
	Iteration 31Q: 3 clusters Score -3345805 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3345936.500000 Penalty: 3319.472656
	Iteration 32Q: 3 clusters Score -3345936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3346023.250000 Penalty: 3319.472656
	Iteration 33Q: 3 clusters Score -3346023 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3346096.750000 Penalty: 3319.472656
	Iteration 34Q: 3 clusters Score -3346097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3346155.000000 Penalty: 3319.472656
	Iteration 35Q: 3 clusters Score -3346155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3346190.500000 Penalty: 3319.472656
	Iteration 36Q: 3 clusters Score -3346190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3346210.000000 Penalty: 3319.472656
	Iteration 37Q: 3 clusters Score -3346210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3346224.500000 Penalty: 3319.472656
	Iteration 38Q: 3 clusters Score -3346224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3346241.250000 Penalty: 3319.472656
	Iteration 39Q: 3 clusters Score -3346241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3346245.500000 Penalty: 3319.472656
	Iteration 40F: 3 clusters Score -3346246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3346253.750000 Penalty: 3319.472656
	Iteration 41Q: 3 clusters Score -3346254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3346259.750000 Penalty: 3319.472656
	Iteration 42Q: 3 clusters Score -3346260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3346265.250000 Penalty: 3319.472656
	Iteration 43Q: 3 clusters Score -3346265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3346265.500000 Penalty: 3319.472656
	Iteration 44Q: 3 clusters Score -3346266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3346264.500000 Penalty: 3319.472656
	Iteration 45Q: 3 clusters Score -3346264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3346270.500000 Penalty: 3319.472656
	Iteration 46Q: 3 clusters Score -3346270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3346277.500000 Penalty: 3319.472656
	Iteration 47Q: 3 clusters Score -3346278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3346285.250000 Penalty: 3319.472656
	Iteration 48Q: 3 clusters Score -3346285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3346282.500000 Penalty: 3319.472656
	Iteration 49Q: 3 clusters Score -3346282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3346287.000000 Penalty: 3319.472656
	Iteration 50Q: 3 clusters Score -3346287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3346292.500000 Penalty: 3319.472656
	Iteration 51Q: 3 clusters Score -3346292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3346296.000000 Penalty: 3319.472656
	Iteration 52Q: 3 clusters Score -3346296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3346299.000000 Penalty: 3319.472656
	Iteration 53Q: 3 clusters Score -3346299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3346303.500000 Penalty: 3319.472656
	Iteration 54Q: 3 clusters Score -3346304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3346306.500000 Penalty: 3319.472656
	Iteration 55Q: 3 clusters Score -3346306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3346313.500000 Penalty: 3319.472656
	Iteration 56Q: 3 clusters Score -3346314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3346325.250000 Penalty: 3319.472656
	Iteration 57Q: 3 clusters Score -3346325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3346328.000000 Penalty: 3319.472656
	Iteration 58Q: 3 clusters Score -3346328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3346333.500000 Penalty: 3319.472656
	Iteration 59Q: 3 clusters Score -3346334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3346347.500000 Penalty: 3319.472656
	Iteration 60F: 3 clusters Score -3346348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3346350.250000 Penalty: 3319.472656
	Iteration 61Q: 3 clusters Score -3346350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3346352.750000 Penalty: 3319.472656
	Iteration 62Q: 3 clusters Score -3346353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3346352.750000 Penalty: 3319.472656
	Iteration 63Q: 3 clusters Score -3346353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3346351.750000 Penalty: 3319.472656
	Iteration 64Q: 3 clusters Score -3346352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3346351.750000 Penalty: 3319.472656
	Iteration 65F: 3 clusters Score -3346352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -60019.472656 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -60019.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58926.996094 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -58927 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59242.304688 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -59242.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59401.761719 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -59401.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59496.847656 Penalty: 2072.988525
	Iteration 3F: 3 clusters Score -59496.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59580.273438 Penalty: 2072.988525
	Iteration 4Q: 3 clusters Score -59580.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59651.750000 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -59651.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59697.257812 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -59697.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59715.179688 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -59715.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59727.082031 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -59727.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59738.203125 Penalty: 2072.988525
	Iteration 9Q: 3 clusters Score -59738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59739.484375 Penalty: 2072.988525
	Iteration 10Q: 3 clusters Score -59739.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59746.031250 Penalty: 2072.988525
	Iteration 11Q: 3 clusters Score -59746.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59746.925781 Penalty: 2072.988525
	Iteration 12Q: 3 clusters Score -59746.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59749.015625 Penalty: 2072.988525
	Iteration 13Q: 3 clusters Score -59749.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59749.015625 Penalty: 2072.988525
	Iteration 14F: 3 clusters Score -59749.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Entering Unmasked Estep 
Score: -702699.687500 Penalty: 1411.380127
	Iteration 0F: 2 clusters Score -702699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -698107.000000 Penalty: 2822.760254
	Iteration 0F: 3 clusters Score -698107 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -699441.625000 Penalty: 2822.760254
	Iteration 1F: 3 clusters Score -699441.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -699779.312500 Penalty: 2822.760254
	Iteration 2F: 3 clusters Score -699779.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -700102.500000 Penalty: 2822.760254
	Iteration 3F: 3 clusters Score -700102.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -700397.937500 Penalty: 2822.760254
	Iteration 4F: 3 clusters Score -700397.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -700634.125000 Penalty: 2822.760254
	Iteration 5F: 3 clusters Score -700634.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -700853.062500 Penalty: 2822.760254
	Iteration 6F: 3 clusters Score -700853.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -701071.000000 Penalty: 2822.760254
	Iteration 7Q: 3 clusters Score -701071 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -701273.375000 Penalty: 2822.760254
	Iteration 8Q: 3 clusters Score -701273.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -701421.375000 Penalty: 2822.760254
	Iteration 9Q: 3 clusters Score -701421.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -701552.562500 Penalty: 2822.760254
	Iteration 10Q: 3 clusters Score -701552.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -701675.500000 Penalty: 2822.760254
	Iteration 11Q: 3 clusters Score -701675.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -701783.812500 Penalty: 2822.760254
	Iteration 12Q: 3 clusters Score -701783.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -701850.437500 Penalty: 2822.760254
	Iteration 13Q: 3 clusters Score -701850.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -701903.625000 Penalty: 2822.760254
	Iteration 14Q: 3 clusters Score -701903.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -701939.187500 Penalty: 2822.760254
	Iteration 15Q: 3 clusters Score -701939.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -701966.937500 Penalty: 2822.760254
	Iteration 16Q: 3 clusters Score -701966.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -701984.312500 Penalty: 2822.760254
	Iteration 17Q: 3 clusters Score -701984.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -701996.750000 Penalty: 2822.760254
	Iteration 18Q: 3 clusters Score -701996.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -702007.125000 Penalty: 2822.760254
	Iteration 19Q: 3 clusters Score -702007.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -702016.000000 Penalty: 2822.760254
	Iteration 20F: 3 clusters Score -702016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -702023.875000 Penalty: 2822.760254
	Iteration 21Q: 3 clusters Score -702023.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -702027.312500 Penalty: 2822.760254
	Iteration 22Q: 3 clusters Score -702027.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -702028.687500 Penalty: 2822.760254
	Iteration 23Q: 3 clusters Score -702028.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -702035.500000 Penalty: 2822.760254
	Iteration 24Q: 3 clusters Score -702035.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -702035.937500 Penalty: 2822.760254
	Iteration 25Q: 3 clusters Score -702035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -702038.125000 Penalty: 2822.760254
	Iteration 26Q: 3 clusters Score -702038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -702039.000000 Penalty: 2822.760254
	Iteration 27Q: 3 clusters Score -702039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -702039.000000 Penalty: 2822.760254
	Iteration 28Q: 3 clusters Score -702039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -702039.875000 Penalty: 2822.760254
	Iteration 29Q: 3 clusters Score -702039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -702041.562500 Penalty: 2822.760254
	Iteration 30Q: 3 clusters Score -702041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -702041.500000 Penalty: 2822.760254
	Iteration 31Q: 3 clusters Score -702041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -702042.500000 Penalty: 2822.760254
	Iteration 32Q: 3 clusters Score -702042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -702043.937500 Penalty: 2822.760254
	Iteration 33Q: 3 clusters Score -702043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -702046.625000 Penalty: 2822.760254
	Iteration 34Q: 3 clusters Score -702046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -702046.125000 Penalty: 2822.760254
	Iteration 35Q: 3 clusters Score -702046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -702048.000000 Penalty: 2822.760254
	Iteration 36Q: 3 clusters Score -702048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -702048.625000 Penalty: 2822.760254
	Iteration 37Q: 3 clusters Score -702048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -702048.875000 Penalty: 2822.760254
	Iteration 38Q: 3 clusters Score -702048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -702050.875000 Penalty: 2822.760254
	Iteration 39Q: 3 clusters Score -702050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -702051.375000 Penalty: 2822.760254
	Iteration 40F: 3 clusters Score -702051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -702052.687500 Penalty: 2822.760254
	Iteration 41Q: 3 clusters Score -702052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -702053.625000 Penalty: 2822.760254
	Iteration 42Q: 3 clusters Score -702053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -702055.000000 Penalty: 2822.760254
	Iteration 43Q: 3 clusters Score -702055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -702054.937500 Penalty: 2822.760254
	Iteration 44Q: 3 clusters Score -702054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -702056.125000 Penalty: 2822.760254
	Iteration 45Q: 3 clusters Score -702056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -702055.437500 Penalty: 2822.760254
	Iteration 46Q: 3 clusters Score -702055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -702055.437500 Penalty: 2822.760254
	Iteration 47F: 3 clusters Score -702055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -156042.812500 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -156042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -154344.546875 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -154344.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -154938.750000 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -154938.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -155293.375000 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -155293.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -155501.218750 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -155501.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155648.046875 Penalty: 2370.451904
	Iteration 4F: 3 clusters Score -155648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -155761.828125 Penalty: 2370.451904
	Iteration 5F: 3 clusters Score -155761.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -155832.500000 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -155832.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155899.375000 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -155899.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155951.234375 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -155951.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156002.359375 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -156002.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -156037.156250 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -156037.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156079.281250 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -156079.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -156131.046875 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -156131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -156200.109375 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -156200.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156287.421875 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -156287.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156349.875000 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -156349.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -156385.265625 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -156385.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156407.843750 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -156407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -156419.484375 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -156419.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156426.484375 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -156426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -156432.531250 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -156432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -156441.203125 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -156441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156450.312500 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -156450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -156453.968750 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -156454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -156455.890625 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -156455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -156456.421875 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -156456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -156457.640625 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -156457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156458.468750 Penalty: 2370.451904
	Iteration 27Q: 3 clusters Score -156458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -156458.843750 Penalty: 2370.451904
	Iteration 28Q: 3 clusters Score -156458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -156458.843750 Penalty: 2370.451904
	Iteration 29F: 3 clusters Score -156458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15929 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7349 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 716 members 
Entering Unmasked Estep 
Score: -141731744.000000 Penalty: 83940.617188
Splitting cluster 13 changes total score from -141732304.000000 to -141731744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (97737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Entering Unmasked Estep 
Score: -12309739.000000 Penalty: 1867.130737
	Iteration 0F: 2 clusters Score -1.230974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -12244925.000000 Penalty: 3734.261475
	Iteration 0F: 3 clusters Score -1.224492e+07 nChanged 46781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -12271981.000000 Penalty: 3734.261475
	Iteration 1F: 3 clusters Score -1.227198e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -12272895.000000 Penalty: 3734.261475
	Iteration 2Q: 3 clusters Score -1.22729e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -12274393.000000 Penalty: 3734.261475
	Iteration 3Q: 3 clusters Score -1.227439e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -12277358.000000 Penalty: 3734.261475
	Iteration 4F: 3 clusters Score -1.227736e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -12282721.000000 Penalty: 3734.261475
	Iteration 5F: 3 clusters Score -1.228272e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -12290893.000000 Penalty: 3734.261475
	Iteration 6F: 3 clusters Score -1.229089e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -12299628.000000 Penalty: 3734.261475
	Iteration 7F: 3 clusters Score -1.229963e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -12305072.000000 Penalty: 3734.261475
	Iteration 8F: 3 clusters Score -1.230507e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12307148.000000 Penalty: 3734.261475
	Iteration 9Q: 3 clusters Score -1.230715e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12307758.000000 Penalty: 3734.261475
	Iteration 10Q: 3 clusters Score -1.230776e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12307952.000000 Penalty: 3734.261475
	Iteration 11Q: 3 clusters Score -1.230795e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12308021.000000 Penalty: 3734.261475
	Iteration 12Q: 3 clusters Score -1.230802e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12308076.000000 Penalty: 3734.261475
	Iteration 13Q: 3 clusters Score -1.230808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12308088.000000 Penalty: 3734.261475
	Iteration 14Q: 3 clusters Score -1.230809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12308095.000000 Penalty: 3734.261475
	Iteration 15Q: 3 clusters Score -1.23081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12308102.000000 Penalty: 3734.261475
	Iteration 16Q: 3 clusters Score -1.23081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12308102.000000 Penalty: 3734.261475
	Iteration 17Q: 3 clusters Score -1.23081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12308111.000000 Penalty: 3734.261475
	Iteration 18Q: 3 clusters Score -1.230811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12308111.000000 Penalty: 3734.261475
	Iteration 19F: 3 clusters Score -1.230811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (115635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Entering Unmasked Estep 
Score: -14663540.000000 Penalty: 1894.456421
	Iteration 0F: 2 clusters Score -1.466354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -14590389.000000 Penalty: 3788.912842
	Iteration 0F: 3 clusters Score -1.459039e+07 nChanged 55484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -14623358.000000 Penalty: 3788.912842
	Iteration 1F: 3 clusters Score -1.462336e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -14624782.000000 Penalty: 3788.912842
	Iteration 2Q: 3 clusters Score -1.462478e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -14627054.000000 Penalty: 3788.912842
	Iteration 3Q: 3 clusters Score -1.462705e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -14630609.000000 Penalty: 3788.912842
	Iteration 4F: 3 clusters Score -1.463061e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -14635856.000000 Penalty: 3788.912842
	Iteration 5F: 3 clusters Score -1.463586e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -14642748.000000 Penalty: 3788.912842
	Iteration 6F: 3 clusters Score -1.464275e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -14648769.000000 Penalty: 3788.912842
	Iteration 7F: 3 clusters Score -1.464877e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -14651950.000000 Penalty: 3788.912842
	Iteration 8F: 3 clusters Score -1.465195e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -14652934.000000 Penalty: 3788.912842
	Iteration 9Q: 3 clusters Score -1.465293e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -14653421.000000 Penalty: 3788.912842
	Iteration 10Q: 3 clusters Score -1.465342e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -14653730.000000 Penalty: 3788.912842
	Iteration 11Q: 3 clusters Score -1.465373e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -14654008.000000 Penalty: 3788.912842
	Iteration 12Q: 3 clusters Score -1.465401e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -14654214.000000 Penalty: 3788.912842
	Iteration 13Q: 3 clusters Score -1.465421e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -14654364.000000 Penalty: 3788.912842
	Iteration 14Q: 3 clusters Score -1.465436e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -14654497.000000 Penalty: 3788.912842
	Iteration 15Q: 3 clusters Score -1.46545e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -14654615.000000 Penalty: 3788.912842
	Iteration 16Q: 3 clusters Score -1.465462e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -14654796.000000 Penalty: 3788.912842
	Iteration 17Q: 3 clusters Score -1.46548e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -14654944.000000 Penalty: 3788.912842
	Iteration 18Q: 3 clusters Score -1.465494e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -14655067.000000 Penalty: 3788.912842
	Iteration 19Q: 3 clusters Score -1.465507e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -14655156.000000 Penalty: 3788.912842
	Iteration 20F: 3 clusters Score -1.465516e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -14655246.000000 Penalty: 3788.912842
	Iteration 21Q: 3 clusters Score -1.465525e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -14655337.000000 Penalty: 3788.912842
	Iteration 22Q: 3 clusters Score -1.465534e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -14655388.000000 Penalty: 3788.912842
	Iteration 23Q: 3 clusters Score -1.465539e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -14655388.000000 Penalty: 3788.912842
	Iteration 24Q: 3 clusters Score -1.465539e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -14655442.000000 Penalty: 3788.912842
	Iteration 25Q: 3 clusters Score -1.465544e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -14655466.000000 Penalty: 3788.912842
	Iteration 26Q: 3 clusters Score -1.465547e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -14655511.000000 Penalty: 3788.912842
	Iteration 27Q: 3 clusters Score -1.465551e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -14655619.000000 Penalty: 3788.912842
	Iteration 28Q: 3 clusters Score -1.465562e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -14655710.000000 Penalty: 3788.912842
	Iteration 29Q: 3 clusters Score -1.465571e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -14655785.000000 Penalty: 3788.912842
	Iteration 30Q: 3 clusters Score -1.465578e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -14655834.000000 Penalty: 3788.912842
	Iteration 31Q: 3 clusters Score -1.465583e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -14655925.000000 Penalty: 3788.912842
	Iteration 32Q: 3 clusters Score -1.465592e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -14656000.000000 Penalty: 3788.912842
	Iteration 33Q: 3 clusters Score -1.4656e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -14656070.000000 Penalty: 3788.912842
	Iteration 34Q: 3 clusters Score -1.465607e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -14656188.000000 Penalty: 3788.912842
	Iteration 35Q: 3 clusters Score -1.465619e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -14656256.000000 Penalty: 3788.912842
	Iteration 36Q: 3 clusters Score -1.465626e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -14656329.000000 Penalty: 3788.912842
	Iteration 37Q: 3 clusters Score -1.465633e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -14656405.000000 Penalty: 3788.912842
	Iteration 38Q: 3 clusters Score -1.46564e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -14656390.000000 Penalty: 3788.912842
	Iteration 39Q: 3 clusters Score -1.465639e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -14656443.000000 Penalty: 3788.912842
	Iteration 40F: 3 clusters Score -1.465644e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -14656546.000000 Penalty: 3788.912842
	Iteration 41Q: 3 clusters Score -1.465655e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -14656595.000000 Penalty: 3788.912842
	Iteration 42Q: 3 clusters Score -1.46566e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -14656698.000000 Penalty: 3788.912842
	Iteration 43Q: 3 clusters Score -1.46567e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -14656814.000000 Penalty: 3788.912842
	Iteration 44Q: 3 clusters Score -1.465681e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -14656848.000000 Penalty: 3788.912842
	Iteration 45Q: 3 clusters Score -1.465685e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -14656989.000000 Penalty: 3788.912842
	Iteration 46Q: 3 clusters Score -1.465699e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -14657034.000000 Penalty: 3788.912842
	Iteration 47Q: 3 clusters Score -1.465703e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -14657197.000000 Penalty: 3788.912842
	Iteration 48Q: 3 clusters Score -1.46572e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -14657324.000000 Penalty: 3788.912842
	Iteration 49Q: 3 clusters Score -1.465732e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -14657534.000000 Penalty: 3788.912842
	Iteration 50Q: 3 clusters Score -1.465753e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -14657614.000000 Penalty: 3788.912842
	Iteration 51Q: 3 clusters Score -1.465761e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -14657765.000000 Penalty: 3788.912842
	Iteration 52Q: 3 clusters Score -1.465776e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -14657873.000000 Penalty: 3788.912842
	Iteration 53Q: 3 clusters Score -1.465787e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -14658044.000000 Penalty: 3788.912842
	Iteration 54Q: 3 clusters Score -1.465804e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -14658208.000000 Penalty: 3788.912842
	Iteration 55Q: 3 clusters Score -1.465821e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -14658408.000000 Penalty: 3788.912842
	Iteration 56Q: 3 clusters Score -1.465841e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -14658562.000000 Penalty: 3788.912842
	Iteration 57Q: 3 clusters Score -1.465856e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -14658765.000000 Penalty: 3788.912842
	Iteration 58Q: 3 clusters Score -1.465876e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -14659066.000000 Penalty: 3788.912842
	Iteration 59Q: 3 clusters Score -1.465907e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -14659294.000000 Penalty: 3788.912842
	Iteration 60F: 3 clusters Score -1.465929e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -14659758.000000 Penalty: 3788.912842
	Iteration 61Q: 3 clusters Score -1.465976e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -14660124.000000 Penalty: 3788.912842
	Iteration 62Q: 3 clusters Score -1.466012e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 101643 members 
Entering Unmasked Estep 
Score: -14660426.000000 Penalty: 3788.912842
	Iteration 63Q: 3 clusters Score -1.466043e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -14660683.000000 Penalty: 3788.912842
	Iteration 64Q: 3 clusters Score -1.466068e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -14660966.000000 Penalty: 3788.912842
	Iteration 65Q: 3 clusters Score -1.466097e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -14661317.000000 Penalty: 3788.912842
	Iteration 66Q: 3 clusters Score -1.466132e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -14661531.000000 Penalty: 3788.912842
	Iteration 67Q: 3 clusters Score -1.466153e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -14661749.000000 Penalty: 3788.912842
	Iteration 68Q: 3 clusters Score -1.466175e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -14661947.000000 Penalty: 3788.912842
	Iteration 69Q: 3 clusters Score -1.466195e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -14662055.000000 Penalty: 3788.912842
	Iteration 70Q: 3 clusters Score -1.466206e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -14662205.000000 Penalty: 3788.912842
	Iteration 71Q: 3 clusters Score -1.46622e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -14662491.000000 Penalty: 3788.912842
	Iteration 72Q: 3 clusters Score -1.466249e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -14662641.000000 Penalty: 3788.912842
	Iteration 73Q: 3 clusters Score -1.466264e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -14662737.000000 Penalty: 3788.912842
	Iteration 74Q: 3 clusters Score -1.466274e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 113330 members 
Entering Unmasked Estep 
Score: -14662767.000000 Penalty: 3788.912842
	Iteration 75Q: 3 clusters Score -1.466277e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -14662705.000000 Penalty: 3788.912842
	Iteration 76Q: 3 clusters Score -1.46627e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 114069 members 
Entering Unmasked Estep 
Score: -14662692.000000 Penalty: 3788.912842
	Iteration 77Q: 3 clusters Score -1.466269e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -14662626.000000 Penalty: 3788.912842
	Iteration 78Q: 3 clusters Score -1.466263e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -14662560.000000 Penalty: 3788.912842
	Iteration 79Q: 3 clusters Score -1.466256e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -14662548.000000 Penalty: 3788.912842
	Iteration 80F: 3 clusters Score -1.466255e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -14662479.000000 Penalty: 3788.912842
	Iteration 81Q: 3 clusters Score -1.466248e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
Score: -14662452.000000 Penalty: 3788.912842
	Iteration 82Q: 3 clusters Score -1.466245e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -14662426.000000 Penalty: 3788.912842
	Iteration 83Q: 3 clusters Score -1.466243e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -14662424.000000 Penalty: 3788.912842
	Iteration 84Q: 3 clusters Score -1.466242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 114984 members 
Entering Unmasked Estep 
Score: -14662397.000000 Penalty: 3788.912842
	Iteration 85Q: 3 clusters Score -1.46624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
Score: -14662411.000000 Penalty: 3788.912842
	Iteration 86Q: 3 clusters Score -1.466241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -14662410.000000 Penalty: 3788.912842
	Iteration 87Q: 3 clusters Score -1.466241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 115044 members 
Entering Unmasked Estep 
Score: -14662406.000000 Penalty: 3788.912842
	Iteration 88Q: 3 clusters Score -1.466241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 115054 members 
Entering Unmasked Estep 
Score: -14662394.000000 Penalty: 3788.912842
	Iteration 89Q: 3 clusters Score -1.466239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 115067 members 
Entering Unmasked Estep 
Score: -14662397.000000 Penalty: 3788.912842
	Iteration 90Q: 3 clusters Score -1.46624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 115076 members 
Entering Unmasked Estep 
Score: -14662392.000000 Penalty: 3788.912842
	Iteration 91Q: 3 clusters Score -1.466239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -14662398.000000 Penalty: 3788.912842
	Iteration 92Q: 3 clusters Score -1.46624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -14662398.000000 Penalty: 3788.912842
	Iteration 93Q: 3 clusters Score -1.46624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -14662395.000000 Penalty: 3788.912842
	Iteration 94Q: 3 clusters Score -1.46624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -14662406.000000 Penalty: 3788.912842
	Iteration 95Q: 3 clusters Score -1.466241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 115111 members 
Entering Unmasked Estep 
Score: -14662396.000000 Penalty: 3788.912842
	Iteration 96Q: 3 clusters Score -1.46624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -14662387.000000 Penalty: 3788.912842
	Iteration 97Q: 3 clusters Score -1.466239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -14662392.000000 Penalty: 3788.912842
	Iteration 98Q: 3 clusters Score -1.466239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -14662383.000000 Penalty: 3788.912842
	Iteration 99Q: 3 clusters Score -1.466238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -14662386.000000 Penalty: 3788.912842
	Iteration 100F: 3 clusters Score -1.466239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -14662384.000000 Penalty: 3788.912842
	Iteration 101Q: 3 clusters Score -1.466238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 115140 members 
Entering Unmasked Estep 
Score: -14662380.000000 Penalty: 3788.912842
	Iteration 102Q: 3 clusters Score -1.466238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -14662371.000000 Penalty: 3788.912842
	Iteration 103Q: 3 clusters Score -1.466237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -14662354.000000 Penalty: 3788.912842
	Iteration 104Q: 3 clusters Score -1.466235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -14662362.000000 Penalty: 3788.912842
	Iteration 105Q: 3 clusters Score -1.466236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 115149 members 
Entering Unmasked Estep 
Score: -14662367.000000 Penalty: 3788.912842
	Iteration 106Q: 3 clusters Score -1.466237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -14662367.000000 Penalty: 3788.912842
	Iteration 107Q: 3 clusters Score -1.466237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -14662365.000000 Penalty: 3788.912842
	Iteration 108Q: 3 clusters Score -1.466236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -14662365.000000 Penalty: 3788.912842
	Iteration 109F: 3 clusters Score -1.466236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Entering Unmasked Estep 
Score: -4391112.500000 Penalty: 1698.433350
	Iteration 0F: 2 clusters Score -4391112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4367977.500000 Penalty: 3396.866699
	Iteration 0F: 3 clusters Score -4367978 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4376999.000000 Penalty: 3396.866699
	Iteration 1F: 3 clusters Score -4376999 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4377731.000000 Penalty: 3396.866699
	Iteration 2F: 3 clusters Score -4377731 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4378738.500000 Penalty: 3396.866699
	Iteration 3F: 3 clusters Score -4378738 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4380139.000000 Penalty: 3396.866699
	Iteration 4F: 3 clusters Score -4380139 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4381997.500000 Penalty: 3396.866699
	Iteration 5F: 3 clusters Score -4381998 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -4383961.000000 Penalty: 3396.866699
	Iteration 6F: 3 clusters Score -4383961 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4385692.500000 Penalty: 3396.866699
	Iteration 7F: 3 clusters Score -4385692 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4386927.000000 Penalty: 3396.866699
	Iteration 8Q: 3 clusters Score -4386927 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4387725.000000 Penalty: 3396.866699
	Iteration 9Q: 3 clusters Score -4387725 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4388172.500000 Penalty: 3396.866699
	Iteration 10Q: 3 clusters Score -4388172 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4388471.500000 Penalty: 3396.866699
	Iteration 11Q: 3 clusters Score -4388472 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4388699.000000 Penalty: 3396.866699
	Iteration 12Q: 3 clusters Score -4388699 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4388866.500000 Penalty: 3396.866699
	Iteration 13Q: 3 clusters Score -4388866 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4389016.000000 Penalty: 3396.866699
	Iteration 14Q: 3 clusters Score -4389016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4389131.000000 Penalty: 3396.866699
	Iteration 15Q: 3 clusters Score -4389131 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4389252.500000 Penalty: 3396.866699
	Iteration 16Q: 3 clusters Score -4389252 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4389340.000000 Penalty: 3396.866699
	Iteration 17Q: 3 clusters Score -4389340 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4389427.000000 Penalty: 3396.866699
	Iteration 18Q: 3 clusters Score -4389427 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4389484.000000 Penalty: 3396.866699
	Iteration 19Q: 3 clusters Score -4389484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4389541.000000 Penalty: 3396.866699
	Iteration 20F: 3 clusters Score -4389541 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4389591.500000 Penalty: 3396.866699
	Iteration 21Q: 3 clusters Score -4389592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4389640.500000 Penalty: 3396.866699
	Iteration 22Q: 3 clusters Score -4389640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4389666.000000 Penalty: 3396.866699
	Iteration 23Q: 3 clusters Score -4389666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4389686.500000 Penalty: 3396.866699
	Iteration 24Q: 3 clusters Score -4389686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4389710.500000 Penalty: 3396.866699
	Iteration 25Q: 3 clusters Score -4389710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4389721.500000 Penalty: 3396.866699
	Iteration 26Q: 3 clusters Score -4389722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4389732.500000 Penalty: 3396.866699
	Iteration 27Q: 3 clusters Score -4389732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4389751.500000 Penalty: 3396.866699
	Iteration 28Q: 3 clusters Score -4389752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4389765.500000 Penalty: 3396.866699
	Iteration 29Q: 3 clusters Score -4389766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4389774.500000 Penalty: 3396.866699
	Iteration 30Q: 3 clusters Score -4389774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4389783.000000 Penalty: 3396.866699
	Iteration 31Q: 3 clusters Score -4389783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4389802.000000 Penalty: 3396.866699
	Iteration 32Q: 3 clusters Score -4389802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4389810.000000 Penalty: 3396.866699
	Iteration 33Q: 3 clusters Score -4389810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4389815.000000 Penalty: 3396.866699
	Iteration 34Q: 3 clusters Score -4389815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4389822.500000 Penalty: 3396.866699
	Iteration 35Q: 3 clusters Score -4389822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4389822.000000 Penalty: 3396.866699
	Iteration 36Q: 3 clusters Score -4389822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4389826.000000 Penalty: 3396.866699
	Iteration 37Q: 3 clusters Score -4389826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4389833.500000 Penalty: 3396.866699
	Iteration 38Q: 3 clusters Score -4389834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4389841.000000 Penalty: 3396.866699
	Iteration 39Q: 3 clusters Score -4389841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4389837.500000 Penalty: 3396.866699
	Iteration 40F: 3 clusters Score -4389838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4389842.000000 Penalty: 3396.866699
	Iteration 41Q: 3 clusters Score -4389842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4389835.000000 Penalty: 3396.866699
	Iteration 42Q: 3 clusters Score -4389835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4389836.500000 Penalty: 3396.866699
	Iteration 43Q: 3 clusters Score -4389836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4389842.000000 Penalty: 3396.866699
	Iteration 44Q: 3 clusters Score -4389842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4389842.000000 Penalty: 3396.866699
	Iteration 45Q: 3 clusters Score -4389842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4389842.000000 Penalty: 3396.866699
	Iteration 46F: 3 clusters Score -4389842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -39016.191406 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -39016.19 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 243 members 
Entering Unmasked Estep 
Score: -38154.230469 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -38154.23 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38603.019531 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -38603.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39073.269531 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -39073.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39513.601562 Penalty: 2013.181763
	Iteration 3F: 3 clusters Score -39513.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39735.597656 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -39735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39797.234375 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -39797.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39850.781250 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -39850.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39871.890625 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -39871.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39873.906250 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -39873.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39882.281250 Penalty: 2013.181763
	Iteration 9F: 3 clusters Score -39882.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39902.851562 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -39902.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39913.210938 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -39913.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39916.476562 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -39916.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39923.777344 Penalty: 2013.181763
	Iteration 13F: 3 clusters Score -39923.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39945.593750 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -39945.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39986.117188 Penalty: 2013.181763
	Iteration 15Q: 3 clusters Score -39986.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40006.363281 Penalty: 2013.181763
	Iteration 16Q: 3 clusters Score -40006.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40008.730469 Penalty: 2013.181763
	Iteration 17Q: 3 clusters Score -40008.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40008.730469 Penalty: 2013.181763
	Iteration 18F: 3 clusters Score -40008.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15929 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7349 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 290 members 
Entering Unmasked Estep 
Score: -141732240.000000 Penalty: 83940.617188
Splitting cluster 17 changes total score from -141732304.000000 to -141732240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -1438537.500000 Penalty: 1521.399780
	Iteration 0F: 2 clusters Score -1438538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1430420.500000 Penalty: 3042.799561
	Iteration 0F: 3 clusters Score -1430420 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1433340.000000 Penalty: 3042.799561
	Iteration 1F: 3 clusters Score -1433340 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1433935.250000 Penalty: 3042.799561
	Iteration 2F: 3 clusters Score -1433935 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1434484.250000 Penalty: 3042.799561
	Iteration 3F: 3 clusters Score -1434484 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1435009.750000 Penalty: 3042.799561
	Iteration 4F: 3 clusters Score -1435010 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1435467.125000 Penalty: 3042.799561
	Iteration 5F: 3 clusters Score -1435467 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1435851.125000 Penalty: 3042.799561
	Iteration 6F: 3 clusters Score -1435851 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1436193.875000 Penalty: 3042.799561
	Iteration 7Q: 3 clusters Score -1436194 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1436504.500000 Penalty: 3042.799561
	Iteration 8Q: 3 clusters Score -1436504 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1436757.125000 Penalty: 3042.799561
	Iteration 9Q: 3 clusters Score -1436757 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1436950.875000 Penalty: 3042.799561
	Iteration 10Q: 3 clusters Score -1436951 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1437089.375000 Penalty: 3042.799561
	Iteration 11Q: 3 clusters Score -1437089 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1437183.000000 Penalty: 3042.799561
	Iteration 12Q: 3 clusters Score -1437183 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1437275.375000 Penalty: 3042.799561
	Iteration 13Q: 3 clusters Score -1437275 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1437341.000000 Penalty: 3042.799561
	Iteration 14Q: 3 clusters Score -1437341 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1437399.625000 Penalty: 3042.799561
	Iteration 15Q: 3 clusters Score -1437400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1437442.125000 Penalty: 3042.799561
	Iteration 16Q: 3 clusters Score -1437442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1437476.125000 Penalty: 3042.799561
	Iteration 17Q: 3 clusters Score -1437476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1437504.500000 Penalty: 3042.799561
	Iteration 18Q: 3 clusters Score -1437504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1437533.625000 Penalty: 3042.799561
	Iteration 19Q: 3 clusters Score -1437534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1437563.375000 Penalty: 3042.799561
	Iteration 20F: 3 clusters Score -1437563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1437585.625000 Penalty: 3042.799561
	Iteration 21Q: 3 clusters Score -1437586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1437610.000000 Penalty: 3042.799561
	Iteration 22Q: 3 clusters Score -1437610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1437638.750000 Penalty: 3042.799561
	Iteration 23Q: 3 clusters Score -1437639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1437665.250000 Penalty: 3042.799561
	Iteration 24Q: 3 clusters Score -1437665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1437680.125000 Penalty: 3042.799561
	Iteration 25Q: 3 clusters Score -1437680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1437711.250000 Penalty: 3042.799561
	Iteration 26Q: 3 clusters Score -1437711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1437727.750000 Penalty: 3042.799561
	Iteration 27Q: 3 clusters Score -1437728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1437736.875000 Penalty: 3042.799561
	Iteration 28Q: 3 clusters Score -1437737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1437751.500000 Penalty: 3042.799561
	Iteration 29Q: 3 clusters Score -1437752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1437761.625000 Penalty: 3042.799561
	Iteration 30Q: 3 clusters Score -1437762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1437767.250000 Penalty: 3042.799561
	Iteration 31Q: 3 clusters Score -1437767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1437772.000000 Penalty: 3042.799561
	Iteration 32Q: 3 clusters Score -1437772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1437779.125000 Penalty: 3042.799561
	Iteration 33Q: 3 clusters Score -1437779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1437783.875000 Penalty: 3042.799561
	Iteration 34Q: 3 clusters Score -1437784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1437788.750000 Penalty: 3042.799561
	Iteration 35Q: 3 clusters Score -1437789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1437790.625000 Penalty: 3042.799561
	Iteration 36Q: 3 clusters Score -1437791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1437790.875000 Penalty: 3042.799561
	Iteration 37Q: 3 clusters Score -1437791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1437789.625000 Penalty: 3042.799561
	Iteration 38Q: 3 clusters Score -1437790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1437793.500000 Penalty: 3042.799561
	Iteration 39Q: 3 clusters Score -1437794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1437798.500000 Penalty: 3042.799561
	Iteration 40F: 3 clusters Score -1437798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1437798.250000 Penalty: 3042.799561
	Iteration 41Q: 3 clusters Score -1437798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1437803.750000 Penalty: 3042.799561
	Iteration 42Q: 3 clusters Score -1437804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1437806.000000 Penalty: 3042.799561
	Iteration 43Q: 3 clusters Score -1437806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1437806.000000 Penalty: 3042.799561
	Iteration 44Q: 3 clusters Score -1437806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1437808.125000 Penalty: 3042.799561
	Iteration 45Q: 3 clusters Score -1437808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1437809.000000 Penalty: 3042.799561
	Iteration 46Q: 3 clusters Score -1437809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1437809.875000 Penalty: 3042.799561
	Iteration 47Q: 3 clusters Score -1437810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1437809.875000 Penalty: 3042.799561
	Iteration 48F: 3 clusters Score -1437810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (115638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Entering Unmasked Estep 
Score: -14657473.000000 Penalty: 1894.460815
	Iteration 0F: 2 clusters Score -1.465747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -14584444.000000 Penalty: 3788.921631
	Iteration 0F: 3 clusters Score -1.458444e+07 nChanged 55490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -14616695.000000 Penalty: 3788.921631
	Iteration 1F: 3 clusters Score -1.46167e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -14617469.000000 Penalty: 3788.921631
	Iteration 2Q: 3 clusters Score -1.461747e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -14618299.000000 Penalty: 3788.921631
	Iteration 3Q: 3 clusters Score -1.46183e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -14619582.000000 Penalty: 3788.921631
	Iteration 4Q: 3 clusters Score -1.461958e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -14621571.000000 Penalty: 3788.921631
	Iteration 5Q: 3 clusters Score -1.462157e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -14624816.000000 Penalty: 3788.921631
	Iteration 6F: 3 clusters Score -1.462482e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -14630012.000000 Penalty: 3788.921631
	Iteration 7F: 3 clusters Score -1.463001e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -14636930.000000 Penalty: 3788.921631
	Iteration 8F: 3 clusters Score -1.463693e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -14643858.000000 Penalty: 3788.921631
	Iteration 9F: 3 clusters Score -1.464386e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -14649361.000000 Penalty: 3788.921631
	Iteration 10F: 3 clusters Score -1.464936e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -14652657.000000 Penalty: 3788.921631
	Iteration 11Q: 3 clusters Score -1.465266e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 111993 members 
Entering Unmasked Estep 
Score: -14654241.000000 Penalty: 3788.921631
	Iteration 12Q: 3 clusters Score -1.465424e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -14655080.000000 Penalty: 3788.921631
	Iteration 13Q: 3 clusters Score -1.465508e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -14655474.000000 Penalty: 3788.921631
	Iteration 14Q: 3 clusters Score -1.465547e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -14655670.000000 Penalty: 3788.921631
	Iteration 15Q: 3 clusters Score -1.465567e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -14655760.000000 Penalty: 3788.921631
	Iteration 16Q: 3 clusters Score -1.465576e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -14655814.000000 Penalty: 3788.921631
	Iteration 17Q: 3 clusters Score -1.465581e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -14655839.000000 Penalty: 3788.921631
	Iteration 18Q: 3 clusters Score -1.465584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -14655875.000000 Penalty: 3788.921631
	Iteration 19Q: 3 clusters Score -1.465588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 115296 members 
Entering Unmasked Estep 
Score: -14655889.000000 Penalty: 3788.921631
	Iteration 20F: 3 clusters Score -1.465589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -14655907.000000 Penalty: 3788.921631
	Iteration 21Q: 3 clusters Score -1.465591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -14655917.000000 Penalty: 3788.921631
	Iteration 22Q: 3 clusters Score -1.465592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -14655920.000000 Penalty: 3788.921631
	Iteration 23Q: 3 clusters Score -1.465592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -14655925.000000 Penalty: 3788.921631
	Iteration 24Q: 3 clusters Score -1.465592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -14655927.000000 Penalty: 3788.921631
	Iteration 25Q: 3 clusters Score -1.465593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -14655944.000000 Penalty: 3788.921631
	Iteration 26Q: 3 clusters Score -1.465594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -14655930.000000 Penalty: 3788.921631
	Iteration 27Q: 3 clusters Score -1.465593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -14655935.000000 Penalty: 3788.921631
	Iteration 28Q: 3 clusters Score -1.465594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 115345 members 
Entering Unmasked Estep 
Score: -14655940.000000 Penalty: 3788.921631
	Iteration 29Q: 3 clusters Score -1.465594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -14655947.000000 Penalty: 3788.921631
	Iteration 30Q: 3 clusters Score -1.465595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -14655952.000000 Penalty: 3788.921631
	Iteration 31Q: 3 clusters Score -1.465595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -14655953.000000 Penalty: 3788.921631
	Iteration 32Q: 3 clusters Score -1.465595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -14655950.000000 Penalty: 3788.921631
	Iteration 33Q: 3 clusters Score -1.465595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -14655952.000000 Penalty: 3788.921631
	Iteration 34Q: 3 clusters Score -1.465595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -14655955.000000 Penalty: 3788.921631
	Iteration 35Q: 3 clusters Score -1.465596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -14655953.000000 Penalty: 3788.921631
	Iteration 36Q: 3 clusters Score -1.465595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -14655961.000000 Penalty: 3788.921631
	Iteration 37Q: 3 clusters Score -1.465596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 115358 members 
Entering Unmasked Estep 
Score: -14655963.000000 Penalty: 3788.921631
	Iteration 38Q: 3 clusters Score -1.465596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -14655967.000000 Penalty: 3788.921631
	Iteration 39Q: 3 clusters Score -1.465597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -14655965.000000 Penalty: 3788.921631
	Iteration 40F: 3 clusters Score -1.465596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -14655969.000000 Penalty: 3788.921631
	Iteration 41Q: 3 clusters Score -1.465597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -14655965.000000 Penalty: 3788.921631
	Iteration 42Q: 3 clusters Score -1.465596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -14655964.000000 Penalty: 3788.921631
	Iteration 43Q: 3 clusters Score -1.465596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -14655964.000000 Penalty: 3788.921631
	Iteration 44F: 3 clusters Score -1.465596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Entering Unmasked Estep 
Score: -779647.562500 Penalty: 1425.271973
	Iteration 0F: 2 clusters Score -779647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -774778.312500 Penalty: 2850.543945
	Iteration 0F: 3 clusters Score -774778.3 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -776137.000000 Penalty: 2850.543945
	Iteration 1F: 3 clusters Score -776137 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -776337.750000 Penalty: 2850.543945
	Iteration 2F: 3 clusters Score -776337.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -776527.812500 Penalty: 2850.543945
	Iteration 3F: 3 clusters Score -776527.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -776724.250000 Penalty: 2850.543945
	Iteration 4Q: 3 clusters Score -776724.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -776972.562500 Penalty: 2850.543945
	Iteration 5Q: 3 clusters Score -776972.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -777269.937500 Penalty: 2850.543945
	Iteration 6F: 3 clusters Score -777269.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -777592.312500 Penalty: 2850.543945
	Iteration 7F: 3 clusters Score -777592.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -777957.750000 Penalty: 2850.543945
	Iteration 8F: 3 clusters Score -777957.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -778250.312500 Penalty: 2850.543945
	Iteration 9F: 3 clusters Score -778250.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -778485.625000 Penalty: 2850.543945
	Iteration 10Q: 3 clusters Score -778485.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -778607.500000 Penalty: 2850.543945
	Iteration 11Q: 3 clusters Score -778607.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -778696.937500 Penalty: 2850.543945
	Iteration 12Q: 3 clusters Score -778696.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -778759.937500 Penalty: 2850.543945
	Iteration 13Q: 3 clusters Score -778759.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -778808.750000 Penalty: 2850.543945
	Iteration 14Q: 3 clusters Score -778808.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -778847.812500 Penalty: 2850.543945
	Iteration 15Q: 3 clusters Score -778847.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -778875.187500 Penalty: 2850.543945
	Iteration 16Q: 3 clusters Score -778875.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -778893.750000 Penalty: 2850.543945
	Iteration 17Q: 3 clusters Score -778893.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -778906.812500 Penalty: 2850.543945
	Iteration 18Q: 3 clusters Score -778906.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -778916.187500 Penalty: 2850.543945
	Iteration 19Q: 3 clusters Score -778916.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -778927.312500 Penalty: 2850.543945
	Iteration 20F: 3 clusters Score -778927.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -778931.375000 Penalty: 2850.543945
	Iteration 21Q: 3 clusters Score -778931.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -778936.062500 Penalty: 2850.543945
	Iteration 22Q: 3 clusters Score -778936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -778941.812500 Penalty: 2850.543945
	Iteration 23Q: 3 clusters Score -778941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -778942.625000 Penalty: 2850.543945
	Iteration 24Q: 3 clusters Score -778942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -778943.937500 Penalty: 2850.543945
	Iteration 25Q: 3 clusters Score -778943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -778942.750000 Penalty: 2850.543945
	Iteration 26Q: 3 clusters Score -778942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -778945.250000 Penalty: 2850.543945
	Iteration 27Q: 3 clusters Score -778945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -778946.437500 Penalty: 2850.543945
	Iteration 28Q: 3 clusters Score -778946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -778946.812500 Penalty: 2850.543945
	Iteration 29Q: 3 clusters Score -778946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -778947.437500 Penalty: 2850.543945
	Iteration 30Q: 3 clusters Score -778947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -778949.187500 Penalty: 2850.543945
	Iteration 31Q: 3 clusters Score -778949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -778951.687500 Penalty: 2850.543945
	Iteration 32Q: 3 clusters Score -778951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -778952.062500 Penalty: 2850.543945
	Iteration 33Q: 3 clusters Score -778952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -778952.812500 Penalty: 2850.543945
	Iteration 34Q: 3 clusters Score -778952.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -778955.000000 Penalty: 2850.543945
	Iteration 35Q: 3 clusters Score -778955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -778956.875000 Penalty: 2850.543945
	Iteration 36Q: 3 clusters Score -778956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -778956.687500 Penalty: 2850.543945
	Iteration 37Q: 3 clusters Score -778956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -778958.500000 Penalty: 2850.543945
	Iteration 38Q: 3 clusters Score -778958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -778958.750000 Penalty: 2850.543945
	Iteration 39Q: 3 clusters Score -778958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -778961.937500 Penalty: 2850.543945
	Iteration 40F: 3 clusters Score -778961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -778964.625000 Penalty: 2850.543945
	Iteration 41Q: 3 clusters Score -778964.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -778964.812500 Penalty: 2850.543945
	Iteration 42Q: 3 clusters Score -778964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -778966.625000 Penalty: 2850.543945
	Iteration 43Q: 3 clusters Score -778966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -778965.937500 Penalty: 2850.543945
	Iteration 44Q: 3 clusters Score -778965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -778967.875000 Penalty: 2850.543945
	Iteration 45Q: 3 clusters Score -778967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -778968.000000 Penalty: 2850.543945
	Iteration 46Q: 3 clusters Score -778968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -778967.312500 Penalty: 2850.543945
	Iteration 47Q: 3 clusters Score -778967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -778967.187500 Penalty: 2850.543945
	Iteration 48Q: 3 clusters Score -778967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -778967.625000 Penalty: 2850.543945
	Iteration 49Q: 3 clusters Score -778967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -778969.500000 Penalty: 2850.543945
	Iteration 50Q: 3 clusters Score -778969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -778968.437500 Penalty: 2850.543945
	Iteration 51Q: 3 clusters Score -778968.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -778967.500000 Penalty: 2850.543945
	Iteration 52Q: 3 clusters Score -778967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -778966.812500 Penalty: 2850.543945
	Iteration 53Q: 3 clusters Score -778966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -778966.812500 Penalty: 2850.543945
	Iteration 54F: 3 clusters Score -778966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -28836.662109 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -28836.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27892.562500 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -27892.56 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28291.914062 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -28291.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28505.005859 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -28505.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28594.251953 Penalty: 1984.782349
	Iteration 3F: 3 clusters Score -28594.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28631.306641 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -28631.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28682.798828 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -28682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28772.896484 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -28772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28863.291016 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -28863.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28929.656250 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -28929.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29014.945312 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -29014.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29093.408203 Penalty: 1984.782349
	Iteration 10Q: 3 clusters Score -29093.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29156.142578 Penalty: 1984.782349
	Iteration 11Q: 3 clusters Score -29156.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29171.794922 Penalty: 1984.782349
	Iteration 12Q: 3 clusters Score -29171.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29177.488281 Penalty: 1984.782349
	Iteration 13Q: 3 clusters Score -29177.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29182.568359 Penalty: 1984.782349
	Iteration 14Q: 3 clusters Score -29182.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29197.562500 Penalty: 1984.782349
	Iteration 15Q: 3 clusters Score -29197.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29199.695312 Penalty: 1984.782349
	Iteration 16Q: 3 clusters Score -29199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29202.011719 Penalty: 1984.782349
	Iteration 17Q: 3 clusters Score -29202.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29217.785156 Penalty: 1984.782349
	Iteration 18F: 3 clusters Score -29217.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29272.925781 Penalty: 1984.782349
	Iteration 19Q: 3 clusters Score -29272.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29293.419922 Penalty: 1984.782349
	Iteration 20F: 3 clusters Score -29293.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29318.548828 Penalty: 1984.782349
	Iteration 21Q: 3 clusters Score -29318.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29332.843750 Penalty: 1984.782349
	Iteration 22Q: 3 clusters Score -29332.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29355.335938 Penalty: 1984.782349
	Iteration 23Q: 3 clusters Score -29355.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29385.277344 Penalty: 1984.782349
	Iteration 24Q: 3 clusters Score -29385.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29399.187500 Penalty: 1984.782349
	Iteration 25Q: 3 clusters Score -29399.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29417.089844 Penalty: 1984.782349
	Iteration 26Q: 3 clusters Score -29417.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29419.425781 Penalty: 1984.782349
	Iteration 27Q: 3 clusters Score -29419.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29419.425781 Penalty: 1984.782349
	Iteration 28F: 3 clusters Score -29419.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 15929 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7349 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 188 members 
Entering Unmasked Estep 
Score: -141731760.000000 Penalty: 83940.617188
Splitting cluster 21 changes total score from -141732304.000000 to -141731760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (64710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Entering Unmasked Estep 
Score: -8152405.000000 Penalty: 1800.121582
	Iteration 0F: 2 clusters Score -8152405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -8109439.000000 Penalty: 3600.243164
	Iteration 0F: 3 clusters Score -8109439 nChanged 30595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -8126762.000000 Penalty: 3600.243164
	Iteration 1F: 3 clusters Score -8126762 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -8127206.000000 Penalty: 3600.243164
	Iteration 2Q: 3 clusters Score -8127206 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -8127786.000000 Penalty: 3600.243164
	Iteration 3Q: 3 clusters Score -8127786 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -8128672.500000 Penalty: 3600.243164
	Iteration 4Q: 3 clusters Score -8128672 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -8129996.500000 Penalty: 3600.243164
	Iteration 5Q: 3 clusters Score -8129996 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8132335.500000 Penalty: 3600.243164
	Iteration 6F: 3 clusters Score -8132336 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8135947.000000 Penalty: 3600.243164
	Iteration 7F: 3 clusters Score -8135947 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -8140505.000000 Penalty: 3600.243164
	Iteration 8F: 3 clusters Score -8140505 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -8144691.000000 Penalty: 3600.243164
	Iteration 9F: 3 clusters Score -8144691 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -8147603.000000 Penalty: 3600.243164
	Iteration 10F: 3 clusters Score -8147603 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -8149210.500000 Penalty: 3600.243164
	Iteration 11Q: 3 clusters Score -8149210 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -8150031.500000 Penalty: 3600.243164
	Iteration 12Q: 3 clusters Score -8150032 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -8150348.000000 Penalty: 3600.243164
	Iteration 13Q: 3 clusters Score -8150348 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -8150555.000000 Penalty: 3600.243164
	Iteration 14Q: 3 clusters Score -8150555 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -8150666.000000 Penalty: 3600.243164
	Iteration 15Q: 3 clusters Score -8150666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -8150715.500000 Penalty: 3600.243164
	Iteration 16Q: 3 clusters Score -8150716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -8150769.000000 Penalty: 3600.243164
	Iteration 17Q: 3 clusters Score -8150769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -8150807.500000 Penalty: 3600.243164
	Iteration 18Q: 3 clusters Score -8150808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -8150838.000000 Penalty: 3600.243164
	Iteration 19Q: 3 clusters Score -8150838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -8150849.500000 Penalty: 3600.243164
	Iteration 20F: 3 clusters Score -8150850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -8150866.500000 Penalty: 3600.243164
	Iteration 21Q: 3 clusters Score -8150866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -8150874.000000 Penalty: 3600.243164
	Iteration 22Q: 3 clusters Score -8150874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -8150883.500000 Penalty: 3600.243164
	Iteration 23Q: 3 clusters Score -8150884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -8150886.500000 Penalty: 3600.243164
	Iteration 24Q: 3 clusters Score -8150886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -8150896.500000 Penalty: 3600.243164
	Iteration 25Q: 3 clusters Score -8150896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -8150894.500000 Penalty: 3600.243164
	Iteration 26Q: 3 clusters Score -8150894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -8150895.500000 Penalty: 3600.243164
	Iteration 27Q: 3 clusters Score -8150896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -8150896.500000 Penalty: 3600.243164
	Iteration 28Q: 3 clusters Score -8150896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -8150906.500000 Penalty: 3600.243164
	Iteration 29Q: 3 clusters Score -8150906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -8150918.500000 Penalty: 3600.243164
	Iteration 30Q: 3 clusters Score -8150918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -8150926.000000 Penalty: 3600.243164
	Iteration 31Q: 3 clusters Score -8150926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -8150929.000000 Penalty: 3600.243164
	Iteration 32Q: 3 clusters Score -8150929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -8150929.500000 Penalty: 3600.243164
	Iteration 33Q: 3 clusters Score -8150930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -8150927.500000 Penalty: 3600.243164
	Iteration 34Q: 3 clusters Score -8150928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -8150927.500000 Penalty: 3600.243164
	Iteration 35F: 3 clusters Score -8150928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -282975.000000 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -282975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -280671.000000 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -280671 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -281216.875000 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -281216.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -281388.250000 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -281388.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -281544.500000 Penalty: 2520.485107
	Iteration 3F: 3 clusters Score -281544.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -281703.625000 Penalty: 2520.485107
	Iteration 4F: 3 clusters Score -281703.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -281834.468750 Penalty: 2520.485107
	Iteration 5Q: 3 clusters Score -281834.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -281900.250000 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -281900.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -281959.906250 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -281959.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -282018.562500 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -282018.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -282073.750000 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -282073.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -282139.562500 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -282139.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -282218.406250 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -282218.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -282286.031250 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -282286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -282346.093750 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -282346.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -282396.187500 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -282396.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -282436.625000 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -282436.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282481.500000 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -282481.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282515.781250 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -282515.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -282540.468750 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -282540.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -282566.500000 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -282566.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -282601.812500 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -282601.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -282630.125000 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -282630.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -282651.812500 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -282651.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -282690.468750 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -282690.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -282712.531250 Penalty: 2520.485107
	Iteration 24Q: 3 clusters Score -282712.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -282717.468750 Penalty: 2520.485107
	Iteration 25Q: 3 clusters Score -282717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -282722.187500 Penalty: 2520.485107
	Iteration 26Q: 3 clusters Score -282722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -282726.812500 Penalty: 2520.485107
	Iteration 27Q: 3 clusters Score -282726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -282732.031250 Penalty: 2520.485107
	Iteration 28Q: 3 clusters Score -282732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -282737.156250 Penalty: 2520.485107
	Iteration 29Q: 3 clusters Score -282737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282740.156250 Penalty: 2520.485107
	Iteration 30Q: 3 clusters Score -282740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -282740.906250 Penalty: 2520.485107
	Iteration 31Q: 3 clusters Score -282740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -282741.343750 Penalty: 2520.485107
	Iteration 32Q: 3 clusters Score -282741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -282741.718750 Penalty: 2520.485107
	Iteration 33Q: 3 clusters Score -282741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -282742.406250 Penalty: 2520.485107
	Iteration 34Q: 3 clusters Score -282742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -282742.218750 Penalty: 2520.485107
	Iteration 35Q: 3 clusters Score -282742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -282742.218750 Penalty: 2520.485107
	Iteration 36F: 3 clusters Score -282742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Entering Unmasked Estep 
Score: -1710899.500000 Penalty: 1550.961914
	Iteration 0F: 2 clusters Score -1710900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1701152.500000 Penalty: 3101.923828
	Iteration 0F: 3 clusters Score -1701152 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1704552.500000 Penalty: 3101.923828
	Iteration 1F: 3 clusters Score -1704552 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1704838.375000 Penalty: 3101.923828
	Iteration 2F: 3 clusters Score -1704838 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1705090.125000 Penalty: 3101.923828
	Iteration 3Q: 3 clusters Score -1705090 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1705382.625000 Penalty: 3101.923828
	Iteration 4Q: 3 clusters Score -1705383 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1705698.500000 Penalty: 3101.923828
	Iteration 5Q: 3 clusters Score -1705698 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1706110.625000 Penalty: 3101.923828
	Iteration 6F: 3 clusters Score -1706111 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1706576.875000 Penalty: 3101.923828
	Iteration 7F: 3 clusters Score -1706577 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1707103.750000 Penalty: 3101.923828
	Iteration 8F: 3 clusters Score -1707104 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1707659.250000 Penalty: 3101.923828
	Iteration 9F: 3 clusters Score -1707659 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1708131.000000 Penalty: 3101.923828
	Iteration 10Q: 3 clusters Score -1708131 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1708461.125000 Penalty: 3101.923828
	Iteration 11Q: 3 clusters Score -1708461 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1708722.000000 Penalty: 3101.923828
	Iteration 12Q: 3 clusters Score -1708722 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1708985.500000 Penalty: 3101.923828
	Iteration 13Q: 3 clusters Score -1708986 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1709214.000000 Penalty: 3101.923828
	Iteration 14Q: 3 clusters Score -1709214 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1709378.000000 Penalty: 3101.923828
	Iteration 15Q: 3 clusters Score -1709378 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1709480.625000 Penalty: 3101.923828
	Iteration 16Q: 3 clusters Score -1709481 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1709553.875000 Penalty: 3101.923828
	Iteration 17Q: 3 clusters Score -1709554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1709606.125000 Penalty: 3101.923828
	Iteration 18Q: 3 clusters Score -1709606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1709677.000000 Penalty: 3101.923828
	Iteration 19Q: 3 clusters Score -1709677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1709744.250000 Penalty: 3101.923828
	Iteration 20F: 3 clusters Score -1709744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1709791.750000 Penalty: 3101.923828
	Iteration 21Q: 3 clusters Score -1709792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1709826.000000 Penalty: 3101.923828
	Iteration 22Q: 3 clusters Score -1709826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1709854.125000 Penalty: 3101.923828
	Iteration 23Q: 3 clusters Score -1709854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1709883.125000 Penalty: 3101.923828
	Iteration 24Q: 3 clusters Score -1709883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1709918.500000 Penalty: 3101.923828
	Iteration 25Q: 3 clusters Score -1709918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1709937.000000 Penalty: 3101.923828
	Iteration 26Q: 3 clusters Score -1709937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1709960.875000 Penalty: 3101.923828
	Iteration 27Q: 3 clusters Score -1709961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1709977.125000 Penalty: 3101.923828
	Iteration 28Q: 3 clusters Score -1709977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1709982.750000 Penalty: 3101.923828
	Iteration 29Q: 3 clusters Score -1709983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1709989.750000 Penalty: 3101.923828
	Iteration 30Q: 3 clusters Score -1709990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1709993.125000 Penalty: 3101.923828
	Iteration 31Q: 3 clusters Score -1709993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1709993.750000 Penalty: 3101.923828
	Iteration 32Q: 3 clusters Score -1709994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1709993.500000 Penalty: 3101.923828
	Iteration 33Q: 3 clusters Score -1709994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1709994.625000 Penalty: 3101.923828
	Iteration 34Q: 3 clusters Score -1709995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1709993.625000 Penalty: 3101.923828
	Iteration 35Q: 3 clusters Score -1709994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1709997.375000 Penalty: 3101.923828
	Iteration 36Q: 3 clusters Score -1709997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1709995.750000 Penalty: 3101.923828
	Iteration 37Q: 3 clusters Score -1709996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1709996.000000 Penalty: 3101.923828
	Iteration 38Q: 3 clusters Score -1709996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1709996.375000 Penalty: 3101.923828
	Iteration 39Q: 3 clusters Score -1709996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1709995.625000 Penalty: 3101.923828
	Iteration 40F: 3 clusters Score -1709996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1709997.500000 Penalty: 3101.923828
	Iteration 41Q: 3 clusters Score -1709998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1709998.250000 Penalty: 3101.923828
	Iteration 42Q: 3 clusters Score -1709998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1709997.000000 Penalty: 3101.923828
	Iteration 43Q: 3 clusters Score -1709997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1709997.000000 Penalty: 3101.923828
	Iteration 44F: 3 clusters Score -1709997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -41028.343750 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -41028.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40036.601562 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -40036.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40329.421875 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -40329.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40516.710938 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -40516.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40716.601562 Penalty: 2013.181763
	Iteration 3F: 3 clusters Score -40716.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40907.984375 Penalty: 2013.181763
	Iteration 4F: 3 clusters Score -40907.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41039.667969 Penalty: 2013.181763
	Iteration 5F: 3 clusters Score -41039.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41106.519531 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -41106.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41162.121094 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -41162.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41178.250000 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -41178.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41185.019531 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -41185.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41201.230469 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -41201.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41204.027344 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -41204.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41207.347656 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -41207.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41222.769531 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -41222.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41232.789062 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -41232.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41236.359375 Penalty: 2013.181763
	Iteration 15Q: 3 clusters Score -41236.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41255.007812 Penalty: 2013.181763
	Iteration 16Q: 3 clusters Score -41255.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41270.386719 Penalty: 2013.181763
	Iteration 17Q: 3 clusters Score -41270.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41280.570312 Penalty: 2013.181763
	Iteration 18Q: 3 clusters Score -41280.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41280.570312 Penalty: 2013.181763
	Iteration 19F: 3 clusters Score -41280.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 273 members 
Mstep: Class 26 contains 15929 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7349 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 217 members 
Entering Unmasked Estep 
Score: -141731280.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141732304.000000 to -141731280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (15929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Entering Unmasked Estep 
Score: -1846802.500000 Penalty: 1572.333252
	Iteration 0F: 2 clusters Score -1846802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1835767.875000 Penalty: 3144.666504
	Iteration 0F: 3 clusters Score -1835768 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1839744.000000 Penalty: 3144.666504
	Iteration 1F: 3 clusters Score -1839744 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1840093.500000 Penalty: 3144.666504
	Iteration 2F: 3 clusters Score -1840094 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1840495.125000 Penalty: 3144.666504
	Iteration 3F: 3 clusters Score -1840495 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1840988.625000 Penalty: 3144.666504
	Iteration 4F: 3 clusters Score -1840989 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1841474.125000 Penalty: 3144.666504
	Iteration 5F: 3 clusters Score -1841474 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1841903.750000 Penalty: 3144.666504
	Iteration 6F: 3 clusters Score -1841904 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1842272.375000 Penalty: 3144.666504
	Iteration 7Q: 3 clusters Score -1842272 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1842567.875000 Penalty: 3144.666504
	Iteration 8Q: 3 clusters Score -1842568 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1842812.375000 Penalty: 3144.666504
	Iteration 9Q: 3 clusters Score -1842812 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1843036.625000 Penalty: 3144.666504
	Iteration 10Q: 3 clusters Score -1843037 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1843218.500000 Penalty: 3144.666504
	Iteration 11Q: 3 clusters Score -1843218 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1843374.000000 Penalty: 3144.666504
	Iteration 12Q: 3 clusters Score -1843374 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1843566.750000 Penalty: 3144.666504
	Iteration 13Q: 3 clusters Score -1843567 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1843780.875000 Penalty: 3144.666504
	Iteration 14Q: 3 clusters Score -1843781 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1843982.500000 Penalty: 3144.666504
	Iteration 15Q: 3 clusters Score -1843982 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1844186.000000 Penalty: 3144.666504
	Iteration 16Q: 3 clusters Score -1844186 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1844406.875000 Penalty: 3144.666504
	Iteration 17Q: 3 clusters Score -1844407 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1844647.125000 Penalty: 3144.666504
	Iteration 18Q: 3 clusters Score -1844647 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1844870.000000 Penalty: 3144.666504
	Iteration 19Q: 3 clusters Score -1844870 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1845088.125000 Penalty: 3144.666504
	Iteration 20F: 3 clusters Score -1845088 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1845322.375000 Penalty: 3144.666504
	Iteration 21Q: 3 clusters Score -1845322 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1845516.250000 Penalty: 3144.666504
	Iteration 22Q: 3 clusters Score -1845516 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1845750.875000 Penalty: 3144.666504
	Iteration 23Q: 3 clusters Score -1845751 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1845994.375000 Penalty: 3144.666504
	Iteration 24Q: 3 clusters Score -1845994 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1846237.375000 Penalty: 3144.666504
	Iteration 25Q: 3 clusters Score -1846237 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1846439.625000 Penalty: 3144.666504
	Iteration 26Q: 3 clusters Score -1846440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1846580.000000 Penalty: 3144.666504
	Iteration 27Q: 3 clusters Score -1846580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1846679.125000 Penalty: 3144.666504
	Iteration 28Q: 3 clusters Score -1846679 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1846754.500000 Penalty: 3144.666504
	Iteration 29Q: 3 clusters Score -1846754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1846826.500000 Penalty: 3144.666504
	Iteration 30Q: 3 clusters Score -1846826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1846877.625000 Penalty: 3144.666504
	Iteration 31Q: 3 clusters Score -1846878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1846914.625000 Penalty: 3144.666504
	Iteration 32Q: 3 clusters Score -1846915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1846950.625000 Penalty: 3144.666504
	Iteration 33Q: 3 clusters Score -1846951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1846977.250000 Penalty: 3144.666504
	Iteration 34Q: 3 clusters Score -1846977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1847003.750000 Penalty: 3144.666504
	Iteration 35Q: 3 clusters Score -1847004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1847018.625000 Penalty: 3144.666504
	Iteration 36Q: 3 clusters Score -1847019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1847029.750000 Penalty: 3144.666504
	Iteration 37Q: 3 clusters Score -1847030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1847037.625000 Penalty: 3144.666504
	Iteration 38Q: 3 clusters Score -1847038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1847046.000000 Penalty: 3144.666504
	Iteration 39Q: 3 clusters Score -1847046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1847052.625000 Penalty: 3144.666504
	Iteration 40F: 3 clusters Score -1847053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1847055.875000 Penalty: 3144.666504
	Iteration 41Q: 3 clusters Score -1847056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1847061.125000 Penalty: 3144.666504
	Iteration 42Q: 3 clusters Score -1847061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1847064.625000 Penalty: 3144.666504
	Iteration 43Q: 3 clusters Score -1847065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1847069.500000 Penalty: 3144.666504
	Iteration 44Q: 3 clusters Score -1847070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1847068.000000 Penalty: 3144.666504
	Iteration 45Q: 3 clusters Score -1847068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1847067.375000 Penalty: 3144.666504
	Iteration 46Q: 3 clusters Score -1847067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1847067.500000 Penalty: 3144.666504
	Iteration 47Q: 3 clusters Score -1847068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1847067.750000 Penalty: 3144.666504
	Iteration 48Q: 3 clusters Score -1847068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1847067.750000 Penalty: 3144.666504
	Iteration 49F: 3 clusters Score -1847068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 7349 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 14250 members 
Entering Unmasked Estep 
Score: -141732352.000000 Penalty: 83940.617188
Splitting cluster 26 changes total score from -141732304.000000 to -141732352.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -54645.519531 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -54645.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53648.042969 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -53648.04 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54047.570312 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -54047.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54245.898438 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -54245.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54348.070312 Penalty: 2050.131836
	Iteration 3F: 3 clusters Score -54348.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54414.519531 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -54414.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54487.945312 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -54487.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54525.375000 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -54525.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54549.914062 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -54549.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54556.195312 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -54556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54567.015625 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -54567.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54571.828125 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -54571.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54573.097656 Penalty: 2050.131836
	Iteration 11Q: 3 clusters Score -54573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54573.097656 Penalty: 2050.131836
	Iteration 12F: 3 clusters Score -54573.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (139953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Entering Unmasked Estep 
Score: -17607576.000000 Penalty: 1925.472534
	Iteration 0F: 2 clusters Score -1.760758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -17521000.000000 Penalty: 3850.945068
	Iteration 0F: 3 clusters Score -1.7521e+07 nChanged 67592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -17561306.000000 Penalty: 3850.945068
	Iteration 1F: 3 clusters Score -1.756131e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -17563088.000000 Penalty: 3850.945068
	Iteration 2Q: 3 clusters Score -1.756309e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -17565828.000000 Penalty: 3850.945068
	Iteration 3Q: 3 clusters Score -1.756583e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -17569664.000000 Penalty: 3850.945068
	Iteration 4F: 3 clusters Score -1.756966e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -17575360.000000 Penalty: 3850.945068
	Iteration 5F: 3 clusters Score -1.757536e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -17582406.000000 Penalty: 3850.945068
	Iteration 6F: 3 clusters Score -1.758241e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -17589312.000000 Penalty: 3850.945068
	Iteration 7F: 3 clusters Score -1.758931e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -17593564.000000 Penalty: 3850.945068
	Iteration 8F: 3 clusters Score -1.759356e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -17595538.000000 Penalty: 3850.945068
	Iteration 9Q: 3 clusters Score -1.759554e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -17596258.000000 Penalty: 3850.945068
	Iteration 10Q: 3 clusters Score -1.759626e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -17596614.000000 Penalty: 3850.945068
	Iteration 11Q: 3 clusters Score -1.759661e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -17597000.000000 Penalty: 3850.945068
	Iteration 12Q: 3 clusters Score -1.7597e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -17597226.000000 Penalty: 3850.945068
	Iteration 13Q: 3 clusters Score -1.759723e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -17597466.000000 Penalty: 3850.945068
	Iteration 14Q: 3 clusters Score -1.759747e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -17597674.000000 Penalty: 3850.945068
	Iteration 15Q: 3 clusters Score -1.759767e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -17597844.000000 Penalty: 3850.945068
	Iteration 16Q: 3 clusters Score -1.759784e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -17597994.000000 Penalty: 3850.945068
	Iteration 17Q: 3 clusters Score -1.759799e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -17598190.000000 Penalty: 3850.945068
	Iteration 18Q: 3 clusters Score -1.759819e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -17598254.000000 Penalty: 3850.945068
	Iteration 19Q: 3 clusters Score -1.759825e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -17598294.000000 Penalty: 3850.945068
	Iteration 20F: 3 clusters Score -1.759829e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -17598384.000000 Penalty: 3850.945068
	Iteration 21Q: 3 clusters Score -1.759838e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -17598610.000000 Penalty: 3850.945068
	Iteration 22Q: 3 clusters Score -1.759861e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -17598768.000000 Penalty: 3850.945068
	Iteration 23Q: 3 clusters Score -1.759877e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -17598866.000000 Penalty: 3850.945068
	Iteration 24Q: 3 clusters Score -1.759887e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -17599070.000000 Penalty: 3850.945068
	Iteration 25Q: 3 clusters Score -1.759907e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -17599028.000000 Penalty: 3850.945068
	Iteration 26Q: 3 clusters Score -1.759903e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -17599136.000000 Penalty: 3850.945068
	Iteration 27Q: 3 clusters Score -1.759914e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -17599312.000000 Penalty: 3850.945068
	Iteration 28Q: 3 clusters Score -1.759931e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -17599588.000000 Penalty: 3850.945068
	Iteration 29Q: 3 clusters Score -1.759959e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 97282 members 
Entering Unmasked Estep 
Score: -17599970.000000 Penalty: 3850.945068
	Iteration 30Q: 3 clusters Score -1.759997e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -17600336.000000 Penalty: 3850.945068
	Iteration 31Q: 3 clusters Score -1.760034e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -17600810.000000 Penalty: 3850.945068
	Iteration 32Q: 3 clusters Score -1.760081e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -17601272.000000 Penalty: 3850.945068
	Iteration 33Q: 3 clusters Score -1.760127e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -17601872.000000 Penalty: 3850.945068
	Iteration 34Q: 3 clusters Score -1.760187e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -17602322.000000 Penalty: 3850.945068
	Iteration 35Q: 3 clusters Score -1.760232e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -17602852.000000 Penalty: 3850.945068
	Iteration 36Q: 3 clusters Score -1.760285e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -17603422.000000 Penalty: 3850.945068
	Iteration 37Q: 3 clusters Score -1.760342e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -17603900.000000 Penalty: 3850.945068
	Iteration 38Q: 3 clusters Score -1.76039e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -17604240.000000 Penalty: 3850.945068
	Iteration 39Q: 3 clusters Score -1.760424e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 121119 members 
Entering Unmasked Estep 
Score: -17604608.000000 Penalty: 3850.945068
	Iteration 40F: 3 clusters Score -1.760461e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 123416 members 
Entering Unmasked Estep 
Score: -17604852.000000 Penalty: 3850.945068
	Iteration 41Q: 3 clusters Score -1.760485e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -17605288.000000 Penalty: 3850.945068
	Iteration 42Q: 3 clusters Score -1.760529e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -17605494.000000 Penalty: 3850.945068
	Iteration 43Q: 3 clusters Score -1.760549e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -17605630.000000 Penalty: 3850.945068
	Iteration 44Q: 3 clusters Score -1.760563e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 130748 members 
Entering Unmasked Estep 
Score: -17605756.000000 Penalty: 3850.945068
	Iteration 45Q: 3 clusters Score -1.760576e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 132181 members 
Entering Unmasked Estep 
Score: -17605884.000000 Penalty: 3850.945068
	Iteration 46Q: 3 clusters Score -1.760588e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -17606032.000000 Penalty: 3850.945068
	Iteration 47Q: 3 clusters Score -1.760603e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 134419 members 
Entering Unmasked Estep 
Score: -17606108.000000 Penalty: 3850.945068
	Iteration 48Q: 3 clusters Score -1.760611e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 135261 members 
Entering Unmasked Estep 
Score: -17606120.000000 Penalty: 3850.945068
	Iteration 49Q: 3 clusters Score -1.760612e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 135977 members 
Entering Unmasked Estep 
Score: -17606100.000000 Penalty: 3850.945068
	Iteration 50Q: 3 clusters Score -1.76061e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -17606130.000000 Penalty: 3850.945068
	Iteration 51Q: 3 clusters Score -1.760613e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 137034 members 
Entering Unmasked Estep 
Score: -17606092.000000 Penalty: 3850.945068
	Iteration 52Q: 3 clusters Score -1.760609e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -17606046.000000 Penalty: 3850.945068
	Iteration 53Q: 3 clusters Score -1.760605e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -17606028.000000 Penalty: 3850.945068
	Iteration 54Q: 3 clusters Score -1.760603e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -17606054.000000 Penalty: 3850.945068
	Iteration 55Q: 3 clusters Score -1.760605e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -17606030.000000 Penalty: 3850.945068
	Iteration 56Q: 3 clusters Score -1.760603e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 138408 members 
Entering Unmasked Estep 
Score: -17606042.000000 Penalty: 3850.945068
	Iteration 57Q: 3 clusters Score -1.760604e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 138557 members 
Entering Unmasked Estep 
Score: -17606042.000000 Penalty: 3850.945068
	Iteration 58Q: 3 clusters Score -1.760604e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 138675 members 
Entering Unmasked Estep 
Score: -17606048.000000 Penalty: 3850.945068
	Iteration 59Q: 3 clusters Score -1.760605e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 138773 members 
Entering Unmasked Estep 
Score: -17606074.000000 Penalty: 3850.945068
	Iteration 60F: 3 clusters Score -1.760607e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 138853 members 
Entering Unmasked Estep 
Score: -17606124.000000 Penalty: 3850.945068
	Iteration 61Q: 3 clusters Score -1.760612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -17606120.000000 Penalty: 3850.945068
	Iteration 62Q: 3 clusters Score -1.760612e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 138976 members 
Entering Unmasked Estep 
Score: -17606126.000000 Penalty: 3850.945068
	Iteration 63Q: 3 clusters Score -1.760613e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -17606140.000000 Penalty: 3850.945068
	Iteration 64Q: 3 clusters Score -1.760614e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 139071 members 
Entering Unmasked Estep 
Score: -17606146.000000 Penalty: 3850.945068
	Iteration 65Q: 3 clusters Score -1.760615e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 139108 members 
Entering Unmasked Estep 
Score: -17606126.000000 Penalty: 3850.945068
	Iteration 66Q: 3 clusters Score -1.760613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 139141 members 
Entering Unmasked Estep 
Score: -17606152.000000 Penalty: 3850.945068
	Iteration 67Q: 3 clusters Score -1.760615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 139168 members 
Entering Unmasked Estep 
Score: -17606166.000000 Penalty: 3850.945068
	Iteration 68Q: 3 clusters Score -1.760617e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -17606168.000000 Penalty: 3850.945068
	Iteration 69Q: 3 clusters Score -1.760617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -17606190.000000 Penalty: 3850.945068
	Iteration 70Q: 3 clusters Score -1.760619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 139235 members 
Entering Unmasked Estep 
Score: -17606184.000000 Penalty: 3850.945068
	Iteration 71Q: 3 clusters Score -1.760618e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 139247 members 
Entering Unmasked Estep 
Score: -17606174.000000 Penalty: 3850.945068
	Iteration 72Q: 3 clusters Score -1.760617e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 139262 members 
Entering Unmasked Estep 
Score: -17606194.000000 Penalty: 3850.945068
	Iteration 73Q: 3 clusters Score -1.760619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 139264 members 
Entering Unmasked Estep 
Score: -17606222.000000 Penalty: 3850.945068
	Iteration 74Q: 3 clusters Score -1.760622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 139257 members 
Entering Unmasked Estep 
Score: -17606240.000000 Penalty: 3850.945068
	Iteration 75Q: 3 clusters Score -1.760624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -17606266.000000 Penalty: 3850.945068
	Iteration 76Q: 3 clusters Score -1.760627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -17606286.000000 Penalty: 3850.945068
	Iteration 77Q: 3 clusters Score -1.760629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 139255 members 
Entering Unmasked Estep 
Score: -17606292.000000 Penalty: 3850.945068
	Iteration 78Q: 3 clusters Score -1.760629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 139247 members 
Entering Unmasked Estep 
Score: -17606302.000000 Penalty: 3850.945068
	Iteration 79Q: 3 clusters Score -1.76063e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -17606324.000000 Penalty: 3850.945068
	Iteration 80F: 3 clusters Score -1.760632e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -17606324.000000 Penalty: 3850.945068
	Iteration 81Q: 3 clusters Score -1.760632e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -17606362.000000 Penalty: 3850.945068
	Iteration 82Q: 3 clusters Score -1.760636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -17606388.000000 Penalty: 3850.945068
	Iteration 83Q: 3 clusters Score -1.760639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -17606418.000000 Penalty: 3850.945068
	Iteration 84Q: 3 clusters Score -1.760642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 139161 members 
Entering Unmasked Estep 
Score: -17606446.000000 Penalty: 3850.945068
	Iteration 85Q: 3 clusters Score -1.760645e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -17606468.000000 Penalty: 3850.945068
	Iteration 86Q: 3 clusters Score -1.760647e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 139109 members 
Entering Unmasked Estep 
Score: -17606494.000000 Penalty: 3850.945068
	Iteration 87Q: 3 clusters Score -1.760649e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 139068 members 
Entering Unmasked Estep 
Score: -17606518.000000 Penalty: 3850.945068
	Iteration 88Q: 3 clusters Score -1.760652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 139035 members 
Entering Unmasked Estep 
Score: -17606566.000000 Penalty: 3850.945068
	Iteration 89Q: 3 clusters Score -1.760657e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 139006 members 
Entering Unmasked Estep 
Score: -17606586.000000 Penalty: 3850.945068
	Iteration 90Q: 3 clusters Score -1.760659e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 138980 members 
Entering Unmasked Estep 
Score: -17606588.000000 Penalty: 3850.945068
	Iteration 91Q: 3 clusters Score -1.760659e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 138956 members 
Entering Unmasked Estep 
Score: -17606586.000000 Penalty: 3850.945068
	Iteration 92Q: 3 clusters Score -1.760659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 138927 members 
Entering Unmasked Estep 
Score: -17606618.000000 Penalty: 3850.945068
	Iteration 93Q: 3 clusters Score -1.760662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 138892 members 
Entering Unmasked Estep 
Score: -17606648.000000 Penalty: 3850.945068
	Iteration 94Q: 3 clusters Score -1.760665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -17606652.000000 Penalty: 3850.945068
	Iteration 95Q: 3 clusters Score -1.760665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 138824 members 
Entering Unmasked Estep 
Score: -17606674.000000 Penalty: 3850.945068
	Iteration 96Q: 3 clusters Score -1.760667e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 138779 members 
Entering Unmasked Estep 
Score: -17606682.000000 Penalty: 3850.945068
	Iteration 97Q: 3 clusters Score -1.760668e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -17606682.000000 Penalty: 3850.945068
	Iteration 98Q: 3 clusters Score -1.760668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 138713 members 
Entering Unmasked Estep 
Score: -17606688.000000 Penalty: 3850.945068
	Iteration 99Q: 3 clusters Score -1.760669e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 138685 members 
Entering Unmasked Estep 
Score: -17606740.000000 Penalty: 3850.945068
	Iteration 100F: 3 clusters Score -1.760674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 138600 members 
Entering Unmasked Estep 
Score: -17606768.000000 Penalty: 3850.945068
	Iteration 101Q: 3 clusters Score -1.760677e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -17606784.000000 Penalty: 3850.945068
	Iteration 102Q: 3 clusters Score -1.760678e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 138444 members 
Entering Unmasked Estep 
Score: -17606824.000000 Penalty: 3850.945068
	Iteration 103Q: 3 clusters Score -1.760682e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -17606850.000000 Penalty: 3850.945068
	Iteration 104Q: 3 clusters Score -1.760685e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -17606884.000000 Penalty: 3850.945068
	Iteration 105Q: 3 clusters Score -1.760688e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -17606882.000000 Penalty: 3850.945068
	Iteration 106Q: 3 clusters Score -1.760688e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 138080 members 
Entering Unmasked Estep 
Score: -17606920.000000 Penalty: 3850.945068
	Iteration 107Q: 3 clusters Score -1.760692e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 137956 members 
Entering Unmasked Estep 
Score: -17606962.000000 Penalty: 3850.945068
	Iteration 108Q: 3 clusters Score -1.760696e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -17607000.000000 Penalty: 3850.945068
	Iteration 109Q: 3 clusters Score -1.7607e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -17606988.000000 Penalty: 3850.945068
	Iteration 110Q: 3 clusters Score -1.760699e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 137666 members 
Entering Unmasked Estep 
Score: -17607010.000000 Penalty: 3850.945068
	Iteration 111Q: 3 clusters Score -1.760701e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -17607000.000000 Penalty: 3850.945068
	Iteration 112Q: 3 clusters Score -1.7607e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 137517 members 
Entering Unmasked Estep 
Score: -17606986.000000 Penalty: 3850.945068
	Iteration 113Q: 3 clusters Score -1.760699e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -17606982.000000 Penalty: 3850.945068
	Iteration 114Q: 3 clusters Score -1.760698e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -17606980.000000 Penalty: 3850.945068
	Iteration 115Q: 3 clusters Score -1.760698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -17606974.000000 Penalty: 3850.945068
	Iteration 116Q: 3 clusters Score -1.760697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 137347 members 
Entering Unmasked Estep 
Score: -17606956.000000 Penalty: 3850.945068
	Iteration 117Q: 3 clusters Score -1.760696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 137317 members 
Entering Unmasked Estep 
Score: -17606962.000000 Penalty: 3850.945068
	Iteration 118Q: 3 clusters Score -1.760696e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -17606958.000000 Penalty: 3850.945068
	Iteration 119Q: 3 clusters Score -1.760696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -17606982.000000 Penalty: 3850.945068
	Iteration 120F: 3 clusters Score -1.760698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -17606998.000000 Penalty: 3850.945068
	Iteration 121Q: 3 clusters Score -1.7607e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 137151 members 
Entering Unmasked Estep 
Score: -17607000.000000 Penalty: 3850.945068
	Iteration 122Q: 3 clusters Score -1.7607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -17606988.000000 Penalty: 3850.945068
	Iteration 123Q: 3 clusters Score -1.760699e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -17607006.000000 Penalty: 3850.945068
	Iteration 124Q: 3 clusters Score -1.760701e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -17607018.000000 Penalty: 3850.945068
	Iteration 125Q: 3 clusters Score -1.760702e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -17607010.000000 Penalty: 3850.945068
	Iteration 126Q: 3 clusters Score -1.760701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
Score: -17607004.000000 Penalty: 3850.945068
	Iteration 127Q: 3 clusters Score -1.7607e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 136880 members 
Entering Unmasked Estep 
Score: -17607004.000000 Penalty: 3850.945068
	Iteration 128Q: 3 clusters Score -1.7607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 136841 members 
Entering Unmasked Estep 
Score: -17607006.000000 Penalty: 3850.945068
	Iteration 129Q: 3 clusters Score -1.760701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -17607008.000000 Penalty: 3850.945068
	Iteration 130Q: 3 clusters Score -1.760701e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 136757 members 
Entering Unmasked Estep 
Score: -17607030.000000 Penalty: 3850.945068
	Iteration 131Q: 3 clusters Score -1.760703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 136715 members 
Entering Unmasked Estep 
Score: -17607008.000000 Penalty: 3850.945068
	Iteration 132Q: 3 clusters Score -1.760701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -17607026.000000 Penalty: 3850.945068
	Iteration 133Q: 3 clusters Score -1.760703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 136627 members 
Entering Unmasked Estep 
Score: -17607010.000000 Penalty: 3850.945068
	Iteration 134Q: 3 clusters Score -1.760701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 136594 members 
Entering Unmasked Estep 
Score: -17606990.000000 Penalty: 3850.945068
	Iteration 135Q: 3 clusters Score -1.760699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -17606998.000000 Penalty: 3850.945068
	Iteration 136Q: 3 clusters Score -1.7607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -17606990.000000 Penalty: 3850.945068
	Iteration 137Q: 3 clusters Score -1.760699e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 136496 members 
Entering Unmasked Estep 
Score: -17606990.000000 Penalty: 3850.945068
	Iteration 138Q: 3 clusters Score -1.760699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -17606988.000000 Penalty: 3850.945068
	Iteration 139Q: 3 clusters Score -1.760699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -17606982.000000 Penalty: 3850.945068
	Iteration 140F: 3 clusters Score -1.760698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 136404 members 
Entering Unmasked Estep 
Score: -17606962.000000 Penalty: 3850.945068
	Iteration 141Q: 3 clusters Score -1.760696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 136372 members 
Entering Unmasked Estep 
Score: -17606934.000000 Penalty: 3850.945068
	Iteration 142Q: 3 clusters Score -1.760693e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 136333 members 
Entering Unmasked Estep 
Score: -17606930.000000 Penalty: 3850.945068
	Iteration 143Q: 3 clusters Score -1.760693e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -17606916.000000 Penalty: 3850.945068
	Iteration 144Q: 3 clusters Score -1.760692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 136251 members 
Entering Unmasked Estep 
Score: -17606912.000000 Penalty: 3850.945068
	Iteration 145Q: 3 clusters Score -1.760691e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -17606936.000000 Penalty: 3850.945068
	Iteration 146Q: 3 clusters Score -1.760694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 136182 members 
Entering Unmasked Estep 
Score: -17606932.000000 Penalty: 3850.945068
	Iteration 147Q: 3 clusters Score -1.760693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -17606920.000000 Penalty: 3850.945068
	Iteration 148Q: 3 clusters Score -1.760692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 136136 members 
Entering Unmasked Estep 
Score: -17606912.000000 Penalty: 3850.945068
	Iteration 149Q: 3 clusters Score -1.760691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 136118 members 
Entering Unmasked Estep 
Score: -17606932.000000 Penalty: 3850.945068
	Iteration 150Q: 3 clusters Score -1.760693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 136102 members 
Entering Unmasked Estep 
Score: -17606916.000000 Penalty: 3850.945068
	Iteration 151Q: 3 clusters Score -1.760692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -17606904.000000 Penalty: 3850.945068
	Iteration 152Q: 3 clusters Score -1.76069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 136044 members 
Entering Unmasked Estep 
Score: -17606884.000000 Penalty: 3850.945068
	Iteration 153Q: 3 clusters Score -1.760688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 136021 members 
Entering Unmasked Estep 
Score: -17606894.000000 Penalty: 3850.945068
	Iteration 154Q: 3 clusters Score -1.760689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 135997 members 
Entering Unmasked Estep 
Score: -17606860.000000 Penalty: 3850.945068
	Iteration 155Q: 3 clusters Score -1.760686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 135969 members 
Entering Unmasked Estep 
Score: -17606846.000000 Penalty: 3850.945068
	Iteration 156Q: 3 clusters Score -1.760685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -17606856.000000 Penalty: 3850.945068
	Iteration 157Q: 3 clusters Score -1.760686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 135925 members 
Entering Unmasked Estep 
Score: -17606844.000000 Penalty: 3850.945068
	Iteration 158Q: 3 clusters Score -1.760684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 135903 members 
Entering Unmasked Estep 
Score: -17606856.000000 Penalty: 3850.945068
	Iteration 159Q: 3 clusters Score -1.760686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -17606854.000000 Penalty: 3850.945068
	Iteration 160F: 3 clusters Score -1.760685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -17606870.000000 Penalty: 3850.945068
	Iteration 161Q: 3 clusters Score -1.760687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -17606852.000000 Penalty: 3850.945068
	Iteration 162Q: 3 clusters Score -1.760685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 135810 members 
Entering Unmasked Estep 
Score: -17606856.000000 Penalty: 3850.945068
	Iteration 163Q: 3 clusters Score -1.760686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 135787 members 
Entering Unmasked Estep 
Score: -17606866.000000 Penalty: 3850.945068
	Iteration 164Q: 3 clusters Score -1.760687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 135767 members 
Entering Unmasked Estep 
Score: -17606872.000000 Penalty: 3850.945068
	Iteration 165Q: 3 clusters Score -1.760687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 135746 members 
Entering Unmasked Estep 
Score: -17606884.000000 Penalty: 3850.945068
	Iteration 166Q: 3 clusters Score -1.760688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 135723 members 
Entering Unmasked Estep 
Score: -17606874.000000 Penalty: 3850.945068
	Iteration 167Q: 3 clusters Score -1.760687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 135692 members 
Entering Unmasked Estep 
Score: -17606862.000000 Penalty: 3850.945068
	Iteration 168Q: 3 clusters Score -1.760686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -17606874.000000 Penalty: 3850.945068
	Iteration 169Q: 3 clusters Score -1.760687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -17606874.000000 Penalty: 3850.945068
	Iteration 170Q: 3 clusters Score -1.760687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 135636 members 
Entering Unmasked Estep 
Score: -17606886.000000 Penalty: 3850.945068
	Iteration 171Q: 3 clusters Score -1.760689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -17606888.000000 Penalty: 3850.945068
	Iteration 172Q: 3 clusters Score -1.760689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 135600 members 
Entering Unmasked Estep 
Score: -17606896.000000 Penalty: 3850.945068
	Iteration 173Q: 3 clusters Score -1.76069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 135582 members 
Entering Unmasked Estep 
Score: -17606914.000000 Penalty: 3850.945068
	Iteration 174Q: 3 clusters Score -1.760691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 135566 members 
Entering Unmasked Estep 
Score: -17606922.000000 Penalty: 3850.945068
	Iteration 175Q: 3 clusters Score -1.760692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 135552 members 
Entering Unmasked Estep 
Score: -17606912.000000 Penalty: 3850.945068
	Iteration 176Q: 3 clusters Score -1.760691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 135542 members 
Entering Unmasked Estep 
Score: -17606910.000000 Penalty: 3850.945068
	Iteration 177Q: 3 clusters Score -1.760691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 135532 members 
Entering Unmasked Estep 
Score: -17606908.000000 Penalty: 3850.945068
	Iteration 178Q: 3 clusters Score -1.760691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -17606924.000000 Penalty: 3850.945068
	Iteration 179Q: 3 clusters Score -1.760692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 135490 members 
Entering Unmasked Estep 
Score: -17606912.000000 Penalty: 3850.945068
	Iteration 180F: 3 clusters Score -1.760691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 135473 members 
Entering Unmasked Estep 
Score: -17606898.000000 Penalty: 3850.945068
	Iteration 181Q: 3 clusters Score -1.76069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -17606898.000000 Penalty: 3850.945068
	Iteration 182Q: 3 clusters Score -1.76069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 135445 members 
Entering Unmasked Estep 
Score: -17606892.000000 Penalty: 3850.945068
	Iteration 183Q: 3 clusters Score -1.760689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -17606890.000000 Penalty: 3850.945068
	Iteration 184Q: 3 clusters Score -1.760689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 135421 members 
Entering Unmasked Estep 
Score: -17606878.000000 Penalty: 3850.945068
	Iteration 185Q: 3 clusters Score -1.760688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 135403 members 
Entering Unmasked Estep 
Score: -17606886.000000 Penalty: 3850.945068
	Iteration 186Q: 3 clusters Score -1.760689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 135388 members 
Entering Unmasked Estep 
Score: -17606902.000000 Penalty: 3850.945068
	Iteration 187Q: 3 clusters Score -1.76069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -17606906.000000 Penalty: 3850.945068
	Iteration 188Q: 3 clusters Score -1.760691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -17606898.000000 Penalty: 3850.945068
	Iteration 189Q: 3 clusters Score -1.76069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 135353 members 
Entering Unmasked Estep 
Score: -17606910.000000 Penalty: 3850.945068
	Iteration 190Q: 3 clusters Score -1.760691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 135346 members 
Entering Unmasked Estep 
Score: -17606908.000000 Penalty: 3850.945068
	Iteration 191Q: 3 clusters Score -1.760691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 135338 members 
Entering Unmasked Estep 
Score: -17606898.000000 Penalty: 3850.945068
	Iteration 192Q: 3 clusters Score -1.76069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -17606908.000000 Penalty: 3850.945068
	Iteration 193Q: 3 clusters Score -1.760691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -17606914.000000 Penalty: 3850.945068
	Iteration 194Q: 3 clusters Score -1.760691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -17606914.000000 Penalty: 3850.945068
	Iteration 195Q: 3 clusters Score -1.760691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 135322 members 
Entering Unmasked Estep 
Score: -17606914.000000 Penalty: 3850.945068
	Iteration 196Q: 3 clusters Score -1.760691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -17606900.000000 Penalty: 3850.945068
	Iteration 197Q: 3 clusters Score -1.76069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 135310 members 
Entering Unmasked Estep 
Score: -17606918.000000 Penalty: 3850.945068
	Iteration 198Q: 3 clusters Score -1.760692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 135297 members 
Entering Unmasked Estep 
Score: -17606908.000000 Penalty: 3850.945068
	Iteration 199Q: 3 clusters Score -1.760691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 135283 members 
Entering Unmasked Estep 
Score: -17606912.000000 Penalty: 3850.945068
	Iteration 200F: 3 clusters Score -1.760691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 135265 members 
Entering Unmasked Estep 
Score: -17606900.000000 Penalty: 3850.945068
	Iteration 201Q: 3 clusters Score -1.76069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 135249 members 
Entering Unmasked Estep 
Score: -17606918.000000 Penalty: 3850.945068
	Iteration 202Q: 3 clusters Score -1.760692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 135237 members 
Entering Unmasked Estep 
Score: -17606912.000000 Penalty: 3850.945068
	Iteration 203Q: 3 clusters Score -1.760691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 135225 members 
Entering Unmasked Estep 
Score: -17606912.000000 Penalty: 3850.945068
	Iteration 204Q: 3 clusters Score -1.760691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
Score: -17606892.000000 Penalty: 3850.945068
	Iteration 205Q: 3 clusters Score -1.760689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 135206 members 
Entering Unmasked Estep 
Score: -17606916.000000 Penalty: 3850.945068
	Iteration 206Q: 3 clusters Score -1.760692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 135201 members 
Entering Unmasked Estep 
Score: -17606914.000000 Penalty: 3850.945068
	Iteration 207Q: 3 clusters Score -1.760691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 135197 members 
Entering Unmasked Estep 
Score: -17606908.000000 Penalty: 3850.945068
	Iteration 208Q: 3 clusters Score -1.760691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 135193 members 
Entering Unmasked Estep 
Score: -17606894.000000 Penalty: 3850.945068
	Iteration 209Q: 3 clusters Score -1.760689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 135186 members 
Entering Unmasked Estep 
Score: -17606898.000000 Penalty: 3850.945068
	Iteration 210Q: 3 clusters Score -1.76069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 135180 members 
Entering Unmasked Estep 
Score: -17606898.000000 Penalty: 3850.945068
	Iteration 211Q: 3 clusters Score -1.76069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 135175 members 
Entering Unmasked Estep 
Score: -17606898.000000 Penalty: 3850.945068
	Iteration 212Q: 3 clusters Score -1.76069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 135172 members 
Entering Unmasked Estep 
Score: -17606884.000000 Penalty: 3850.945068
	Iteration 213Q: 3 clusters Score -1.760688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -17606892.000000 Penalty: 3850.945068
	Iteration 214Q: 3 clusters Score -1.760689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -17606892.000000 Penalty: 3850.945068
	Iteration 215F: 3 clusters Score -1.760689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Entering Unmasked Estep 
Score: -14717515.000000 Penalty: 1897.263794
	Iteration 0F: 2 clusters Score -1.471752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -14641392.000000 Penalty: 3794.527588
	Iteration 0F: 3 clusters Score -1.464139e+07 nChanged 56658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -14673978.000000 Penalty: 3794.527588
	Iteration 1F: 3 clusters Score -1.467398e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -14674674.000000 Penalty: 3794.527588
	Iteration 2Q: 3 clusters Score -1.467467e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -14675561.000000 Penalty: 3794.527588
	Iteration 3Q: 3 clusters Score -1.467556e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -14676879.000000 Penalty: 3794.527588
	Iteration 4Q: 3 clusters Score -1.467688e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -14678530.000000 Penalty: 3794.527588
	Iteration 5Q: 3 clusters Score -1.467853e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -14681023.000000 Penalty: 3794.527588
	Iteration 6Q: 3 clusters Score -1.468102e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -14684524.000000 Penalty: 3794.527588
	Iteration 7F: 3 clusters Score -1.468452e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -14689327.000000 Penalty: 3794.527588
	Iteration 8F: 3 clusters Score -1.468933e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -14694545.000000 Penalty: 3794.527588
	Iteration 9F: 3 clusters Score -1.469454e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -14698570.000000 Penalty: 3794.527588
	Iteration 10F: 3 clusters Score -1.469857e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -14701327.000000 Penalty: 3794.527588
	Iteration 11Q: 3 clusters Score -1.470133e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -14702754.000000 Penalty: 3794.527588
	Iteration 12Q: 3 clusters Score -1.470275e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -14703905.000000 Penalty: 3794.527588
	Iteration 13Q: 3 clusters Score -1.47039e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -14704866.000000 Penalty: 3794.527588
	Iteration 14Q: 3 clusters Score -1.470487e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -14705843.000000 Penalty: 3794.527588
	Iteration 15Q: 3 clusters Score -1.470584e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -14706782.000000 Penalty: 3794.527588
	Iteration 16Q: 3 clusters Score -1.470678e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -14707838.000000 Penalty: 3794.527588
	Iteration 17Q: 3 clusters Score -1.470784e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -14708819.000000 Penalty: 3794.527588
	Iteration 18Q: 3 clusters Score -1.470882e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -14709775.000000 Penalty: 3794.527588
	Iteration 19Q: 3 clusters Score -1.470978e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -14710706.000000 Penalty: 3794.527588
	Iteration 20F: 3 clusters Score -1.471071e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -14711640.000000 Penalty: 3794.527588
	Iteration 21Q: 3 clusters Score -1.471164e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -14712377.000000 Penalty: 3794.527588
	Iteration 22Q: 3 clusters Score -1.471238e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -14712965.000000 Penalty: 3794.527588
	Iteration 23Q: 3 clusters Score -1.471296e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -14713388.000000 Penalty: 3794.527588
	Iteration 24Q: 3 clusters Score -1.471339e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -14713880.000000 Penalty: 3794.527588
	Iteration 25Q: 3 clusters Score -1.471388e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -14714267.000000 Penalty: 3794.527588
	Iteration 26Q: 3 clusters Score -1.471427e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -14714539.000000 Penalty: 3794.527588
	Iteration 27Q: 3 clusters Score -1.471454e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -14714862.000000 Penalty: 3794.527588
	Iteration 28Q: 3 clusters Score -1.471486e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -14715221.000000 Penalty: 3794.527588
	Iteration 29Q: 3 clusters Score -1.471522e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -14715480.000000 Penalty: 3794.527588
	Iteration 30Q: 3 clusters Score -1.471548e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -14715611.000000 Penalty: 3794.527588
	Iteration 31Q: 3 clusters Score -1.471561e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -14715680.000000 Penalty: 3794.527588
	Iteration 32Q: 3 clusters Score -1.471568e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -14715880.000000 Penalty: 3794.527588
	Iteration 33Q: 3 clusters Score -1.471588e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -14716010.000000 Penalty: 3794.527588
	Iteration 34Q: 3 clusters Score -1.471601e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -14716123.000000 Penalty: 3794.527588
	Iteration 35Q: 3 clusters Score -1.471612e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -14716200.000000 Penalty: 3794.527588
	Iteration 36Q: 3 clusters Score -1.47162e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -14716209.000000 Penalty: 3794.527588
	Iteration 37Q: 3 clusters Score -1.471621e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -14716197.000000 Penalty: 3794.527588
	Iteration 38Q: 3 clusters Score -1.47162e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -14716257.000000 Penalty: 3794.527588
	Iteration 39Q: 3 clusters Score -1.471626e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -14716351.000000 Penalty: 3794.527588
	Iteration 40F: 3 clusters Score -1.471635e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -14716382.000000 Penalty: 3794.527588
	Iteration 41Q: 3 clusters Score -1.471638e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107400 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -14716425.000000 Penalty: 3794.527588
	Iteration 42Q: 3 clusters Score -1.471642e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -14716450.000000 Penalty: 3794.527588
	Iteration 43Q: 3 clusters Score -1.471645e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -14716431.000000 Penalty: 3794.527588
	Iteration 44Q: 3 clusters Score -1.471643e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -14716535.000000 Penalty: 3794.527588
	Iteration 45Q: 3 clusters Score -1.471654e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -14716521.000000 Penalty: 3794.527588
	Iteration 46Q: 3 clusters Score -1.471652e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -14716498.000000 Penalty: 3794.527588
	Iteration 47Q: 3 clusters Score -1.47165e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -14716452.000000 Penalty: 3794.527588
	Iteration 48Q: 3 clusters Score -1.471645e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -14716415.000000 Penalty: 3794.527588
	Iteration 49Q: 3 clusters Score -1.471642e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111383 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -14716339.000000 Penalty: 3794.527588
	Iteration 50Q: 3 clusters Score -1.471634e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -14716272.000000 Penalty: 3794.527588
	Iteration 51Q: 3 clusters Score -1.471627e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112219 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -14716252.000000 Penalty: 3794.527588
	Iteration 52Q: 3 clusters Score -1.471625e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -14716226.000000 Penalty: 3794.527588
	Iteration 53Q: 3 clusters Score -1.471623e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -14716221.000000 Penalty: 3794.527588
	Iteration 54Q: 3 clusters Score -1.471622e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113271 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -14716200.000000 Penalty: 3794.527588
	Iteration 55Q: 3 clusters Score -1.47162e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113598 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -14716165.000000 Penalty: 3794.527588
	Iteration 56Q: 3 clusters Score -1.471616e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -14716180.000000 Penalty: 3794.527588
	Iteration 57Q: 3 clusters Score -1.471618e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114184 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -14716163.000000 Penalty: 3794.527588
	Iteration 58Q: 3 clusters Score -1.471616e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -14716169.000000 Penalty: 3794.527588
	Iteration 59Q: 3 clusters Score -1.471617e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -14716195.000000 Penalty: 3794.527588
	Iteration 60F: 3 clusters Score -1.47162e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -14716231.000000 Penalty: 3794.527588
	Iteration 61Q: 3 clusters Score -1.471623e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -14716183.000000 Penalty: 3794.527588
	Iteration 62Q: 3 clusters Score -1.471618e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -14716211.000000 Penalty: 3794.527588
	Iteration 63Q: 3 clusters Score -1.471621e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115730 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -14716184.000000 Penalty: 3794.527588
	Iteration 64Q: 3 clusters Score -1.471618e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14716152.000000 Penalty: 3794.527588
	Iteration 65Q: 3 clusters Score -1.471615e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14716154.000000 Penalty: 3794.527588
	Iteration 66Q: 3 clusters Score -1.471615e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14716120.000000 Penalty: 3794.527588
	Iteration 67Q: 3 clusters Score -1.471612e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14716129.000000 Penalty: 3794.527588
	Iteration 68Q: 3 clusters Score -1.471613e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14716105.000000 Penalty: 3794.527588
	Iteration 69Q: 3 clusters Score -1.47161e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116552 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14716151.000000 Penalty: 3794.527588
	Iteration 70Q: 3 clusters Score -1.471615e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -14716115.000000 Penalty: 3794.527588
	Iteration 71Q: 3 clusters Score -1.471612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116687 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14716132.000000 Penalty: 3794.527588
	Iteration 72Q: 3 clusters Score -1.471613e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116725 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14716124.000000 Penalty: 3794.527588
	Iteration 73Q: 3 clusters Score -1.471612e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14716119.000000 Penalty: 3794.527588
	Iteration 74Q: 3 clusters Score -1.471612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116784 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -14716121.000000 Penalty: 3794.527588
	Iteration 75Q: 3 clusters Score -1.471612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14716124.000000 Penalty: 3794.527588
	Iteration 76Q: 3 clusters Score -1.471612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14716139.000000 Penalty: 3794.527588
	Iteration 77Q: 3 clusters Score -1.471614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116859 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14716122.000000 Penalty: 3794.527588
	Iteration 78Q: 3 clusters Score -1.471612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116878 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14716122.000000 Penalty: 3794.527588
	Iteration 79Q: 3 clusters Score -1.471612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116886 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14716108.000000 Penalty: 3794.527588
	Iteration 80F: 3 clusters Score -1.471611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116896 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -14716120.000000 Penalty: 3794.527588
	Iteration 81Q: 3 clusters Score -1.471612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -14716126.000000 Penalty: 3794.527588
	Iteration 82Q: 3 clusters Score -1.471613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116925 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -14716135.000000 Penalty: 3794.527588
	Iteration 83Q: 3 clusters Score -1.471614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14716131.000000 Penalty: 3794.527588
	Iteration 84Q: 3 clusters Score -1.471613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116958 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14716122.000000 Penalty: 3794.527588
	Iteration 85Q: 3 clusters Score -1.471612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14716124.000000 Penalty: 3794.527588
	Iteration 86Q: 3 clusters Score -1.471612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116979 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14716126.000000 Penalty: 3794.527588
	Iteration 87Q: 3 clusters Score -1.471613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14716110.000000 Penalty: 3794.527588
	Iteration 88Q: 3 clusters Score -1.471611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14716129.000000 Penalty: 3794.527588
	Iteration 89Q: 3 clusters Score -1.471613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14716130.000000 Penalty: 3794.527588
	Iteration 90Q: 3 clusters Score -1.471613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14716143.000000 Penalty: 3794.527588
	Iteration 91Q: 3 clusters Score -1.471614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14716129.000000 Penalty: 3794.527588
	Iteration 92Q: 3 clusters Score -1.471613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14716131.000000 Penalty: 3794.527588
	Iteration 93Q: 3 clusters Score -1.471613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14716128.000000 Penalty: 3794.527588
	Iteration 94Q: 3 clusters Score -1.471613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14716128.000000 Penalty: 3794.527588
	Iteration 95F: 3 clusters Score -1.471613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -10335.983398 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -10335.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9607.118164 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -9607.118 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9964.675781 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -9964.676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10115.681641 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -10115.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10180.349609 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -10180.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10215.344727 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -10215.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10236.567383 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -10236.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10270.871094 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -10270.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10282.621094 Penalty: 1884.705200
	Iteration 7Q: 3 clusters Score -10282.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10291.155273 Penalty: 1884.705200
	Iteration 8Q: 3 clusters Score -10291.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10300.469727 Penalty: 1884.705200
	Iteration 9Q: 3 clusters Score -10300.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10305.031250 Penalty: 1884.705200
	Iteration 10Q: 3 clusters Score -10305.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10308.873047 Penalty: 1884.705200
	Iteration 11Q: 3 clusters Score -10308.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10313.154297 Penalty: 1884.705200
	Iteration 12Q: 3 clusters Score -10313.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10317.772461 Penalty: 1884.705200
	Iteration 13Q: 3 clusters Score -10317.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10318.605469 Penalty: 1884.705200
	Iteration 14Q: 3 clusters Score -10318.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10318.605469 Penalty: 1884.705200
	Iteration 15F: 3 clusters Score -10318.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -893338.937500 Penalty: 1446.626953
	Iteration 0F: 2 clusters Score -893338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -887958.437500 Penalty: 2893.253906
	Iteration 0F: 3 clusters Score -887958.4 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -889934.875000 Penalty: 2893.253906
	Iteration 1F: 3 clusters Score -889934.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -890607.437500 Penalty: 2893.253906
	Iteration 2F: 3 clusters Score -890607.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -891055.312500 Penalty: 2893.253906
	Iteration 3F: 3 clusters Score -891055.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -891388.375000 Penalty: 2893.253906
	Iteration 4F: 3 clusters Score -891388.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -891689.437500 Penalty: 2893.253906
	Iteration 5F: 3 clusters Score -891689.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -891952.250000 Penalty: 2893.253906
	Iteration 6F: 3 clusters Score -891952.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -892188.312500 Penalty: 2893.253906
	Iteration 7Q: 3 clusters Score -892188.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -892398.125000 Penalty: 2893.253906
	Iteration 8Q: 3 clusters Score -892398.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -892622.875000 Penalty: 2893.253906
	Iteration 9Q: 3 clusters Score -892622.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -892889.875000 Penalty: 2893.253906
	Iteration 10Q: 3 clusters Score -892889.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -893139.000000 Penalty: 2893.253906
	Iteration 11Q: 3 clusters Score -893139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -893335.437500 Penalty: 2893.253906
	Iteration 12Q: 3 clusters Score -893335.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -893456.687500 Penalty: 2893.253906
	Iteration 13Q: 3 clusters Score -893456.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -893567.750000 Penalty: 2893.253906
	Iteration 14Q: 3 clusters Score -893567.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -893668.437500 Penalty: 2893.253906
	Iteration 15Q: 3 clusters Score -893668.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -893744.312500 Penalty: 2893.253906
	Iteration 16Q: 3 clusters Score -893744.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -893832.625000 Penalty: 2893.253906
	Iteration 17Q: 3 clusters Score -893832.6 nChanged 68
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: -893907.250000 Penalty: 2893.253906
	Iteration 18Q: 3 clusters Score -893907.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -893959.625000 Penalty: 2893.253906
	Iteration 19Q: 3 clusters Score -893959.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -894053.000000 Penalty: 2893.253906
	Iteration 20F: 3 clusters Score -894053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -894083.750000 Penalty: 2893.253906
	Iteration 21Q: 3 clusters Score -894083.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -894097.937500 Penalty: 2893.253906
	Iteration 22Q: 3 clusters Score -894097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -894103.750000 Penalty: 2893.253906
	Iteration 23Q: 3 clusters Score -894103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -894108.937500 Penalty: 2893.253906
	Iteration 24Q: 3 clusters Score -894108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -894108.687500 Penalty: 2893.253906
	Iteration 25Q: 3 clusters Score -894108.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -894110.812500 Penalty: 2893.253906
	Iteration 26Q: 3 clusters Score -894110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -894111.312500 Penalty: 2893.253906
	Iteration 27Q: 3 clusters Score -894111.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -894111.312500 Penalty: 2893.253906
	Iteration 28F: 3 clusters Score -894111.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6093 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 14250 members 
Mstep: Class 38 contains 1256 members 
Entering Unmasked Estep 
Score: -141732480.000000 Penalty: 86209.281250
Splitting cluster 31 changes total score from -141732304.000000 to -141732480.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47950.593750 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47950.59 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48364.648438 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48364.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48693.320312 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48693.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48887.488281 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -48887.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49042.164062 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -49042.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49112.843750 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -49112.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49136.664062 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -49136.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49140.125000 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -49140.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49141.234375 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -49141.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49141.234375 Penalty: 2024.265991
	Iteration 9F: 3 clusters Score -49141.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6093 members 
Mstep: Class 32 contains 308 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 14250 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 199 members 
Entering Unmasked Estep 
Score: -141731488.000000 Penalty: 88477.945312
Splitting cluster 32 changes total score from -141732304.000000 to -141731488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (113012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113012 members 
Entering Unmasked Estep 
Score: -14266485.000000 Penalty: 1890.728027
	Iteration 0F: 2 clusters Score -1.426648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -14192524.000000 Penalty: 3781.456055
	Iteration 0F: 3 clusters Score -1.419252e+07 nChanged 54044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -14223575.000000 Penalty: 3781.456055
	Iteration 1F: 3 clusters Score -1.422358e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -14224205.000000 Penalty: 3781.456055
	Iteration 2Q: 3 clusters Score -1.42242e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -14224956.000000 Penalty: 3781.456055
	Iteration 3Q: 3 clusters Score -1.422496e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -14226104.000000 Penalty: 3781.456055
	Iteration 4Q: 3 clusters Score -1.42261e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -14227676.000000 Penalty: 3781.456055
	Iteration 5Q: 3 clusters Score -1.422768e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -14230154.000000 Penalty: 3781.456055
	Iteration 6Q: 3 clusters Score -1.423015e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -14234138.000000 Penalty: 3781.456055
	Iteration 7F: 3 clusters Score -1.423414e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -14239289.000000 Penalty: 3781.456055
	Iteration 8F: 3 clusters Score -1.423929e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -14244848.000000 Penalty: 3781.456055
	Iteration 9F: 3 clusters Score -1.424485e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -14249959.000000 Penalty: 3781.456055
	Iteration 10F: 3 clusters Score -1.424996e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -14254045.000000 Penalty: 3781.456055
	Iteration 11Q: 3 clusters Score -1.425404e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -14256877.000000 Penalty: 3781.456055
	Iteration 12Q: 3 clusters Score -1.425688e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -14258491.000000 Penalty: 3781.456055
	Iteration 13Q: 3 clusters Score -1.425849e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -14259531.000000 Penalty: 3781.456055
	Iteration 14Q: 3 clusters Score -1.425953e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -14260414.000000 Penalty: 3781.456055
	Iteration 15Q: 3 clusters Score -1.426041e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -14261109.000000 Penalty: 3781.456055
	Iteration 16Q: 3 clusters Score -1.426111e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -14261781.000000 Penalty: 3781.456055
	Iteration 17Q: 3 clusters Score -1.426178e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -14262330.000000 Penalty: 3781.456055
	Iteration 18Q: 3 clusters Score -1.426233e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 105198 members 
Entering Unmasked Estep 
Score: -14262904.000000 Penalty: 3781.456055
	Iteration 19Q: 3 clusters Score -1.42629e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -14263340.000000 Penalty: 3781.456055
	Iteration 20F: 3 clusters Score -1.426334e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -14263572.000000 Penalty: 3781.456055
	Iteration 21Q: 3 clusters Score -1.426357e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 107931 members 
Entering Unmasked Estep 
Score: -14263821.000000 Penalty: 3781.456055
	Iteration 22Q: 3 clusters Score -1.426382e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -14264018.000000 Penalty: 3781.456055
	Iteration 23Q: 3 clusters Score -1.426402e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
Score: -14264130.000000 Penalty: 3781.456055
	Iteration 24Q: 3 clusters Score -1.426413e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14264267.000000 Penalty: 3781.456055
	Iteration 25Q: 3 clusters Score -1.426427e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 110026 members 
Entering Unmasked Estep 
Score: -14264378.000000 Penalty: 3781.456055
	Iteration 26Q: 3 clusters Score -1.426438e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -14264485.000000 Penalty: 3781.456055
	Iteration 27Q: 3 clusters Score -1.426448e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 110626 members 
Entering Unmasked Estep 
Score: -14264533.000000 Penalty: 3781.456055
	Iteration 28Q: 3 clusters Score -1.426453e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 110849 members 
Entering Unmasked Estep 
Score: -14264599.000000 Penalty: 3781.456055
	Iteration 29Q: 3 clusters Score -1.42646e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -14264645.000000 Penalty: 3781.456055
	Iteration 30Q: 3 clusters Score -1.426464e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 111235 members 
Entering Unmasked Estep 
Score: -14264723.000000 Penalty: 3781.456055
	Iteration 31Q: 3 clusters Score -1.426472e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -14264746.000000 Penalty: 3781.456055
	Iteration 32Q: 3 clusters Score -1.426475e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 111494 members 
Entering Unmasked Estep 
Score: -14264757.000000 Penalty: 3781.456055
	Iteration 33Q: 3 clusters Score -1.426476e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 111593 members 
Entering Unmasked Estep 
Score: -14264801.000000 Penalty: 3781.456055
	Iteration 34Q: 3 clusters Score -1.42648e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -14264796.000000 Penalty: 3781.456055
	Iteration 35Q: 3 clusters Score -1.42648e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 111741 members 
Entering Unmasked Estep 
Score: -14264805.000000 Penalty: 3781.456055
	Iteration 36Q: 3 clusters Score -1.42648e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -14264808.000000 Penalty: 3781.456055
	Iteration 37Q: 3 clusters Score -1.426481e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 111853 members 
Entering Unmasked Estep 
Score: -14264842.000000 Penalty: 3781.456055
	Iteration 38Q: 3 clusters Score -1.426484e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 111901 members 
Entering Unmasked Estep 
Score: -14264867.000000 Penalty: 3781.456055
	Iteration 39Q: 3 clusters Score -1.426487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -14264846.000000 Penalty: 3781.456055
	Iteration 40F: 3 clusters Score -1.426485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -14264857.000000 Penalty: 3781.456055
	Iteration 41Q: 3 clusters Score -1.426486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -14264866.000000 Penalty: 3781.456055
	Iteration 42Q: 3 clusters Score -1.426487e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -14264898.000000 Penalty: 3781.456055
	Iteration 43Q: 3 clusters Score -1.42649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 112089 members 
Entering Unmasked Estep 
Score: -14264905.000000 Penalty: 3781.456055
	Iteration 44Q: 3 clusters Score -1.42649e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 112121 members 
Entering Unmasked Estep 
Score: -14264911.000000 Penalty: 3781.456055
	Iteration 45Q: 3 clusters Score -1.426491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -14264914.000000 Penalty: 3781.456055
	Iteration 46Q: 3 clusters Score -1.426491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -14264925.000000 Penalty: 3781.456055
	Iteration 47Q: 3 clusters Score -1.426492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -14264936.000000 Penalty: 3781.456055
	Iteration 48Q: 3 clusters Score -1.426494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 112198 members 
Entering Unmasked Estep 
Score: -14264931.000000 Penalty: 3781.456055
	Iteration 49Q: 3 clusters Score -1.426493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -14264944.000000 Penalty: 3781.456055
	Iteration 50Q: 3 clusters Score -1.426494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -14264943.000000 Penalty: 3781.456055
	Iteration 51Q: 3 clusters Score -1.426494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 112232 members 
Entering Unmasked Estep 
Score: -14264963.000000 Penalty: 3781.456055
	Iteration 52Q: 3 clusters Score -1.426496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -14264962.000000 Penalty: 3781.456055
	Iteration 53Q: 3 clusters Score -1.426496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -14264978.000000 Penalty: 3781.456055
	Iteration 54Q: 3 clusters Score -1.426498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 112252 members 
Entering Unmasked Estep 
Score: -14264969.000000 Penalty: 3781.456055
	Iteration 55Q: 3 clusters Score -1.426497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -14264973.000000 Penalty: 3781.456055
	Iteration 56Q: 3 clusters Score -1.426497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 112257 members 
Entering Unmasked Estep 
Score: -14264975.000000 Penalty: 3781.456055
	Iteration 57Q: 3 clusters Score -1.426498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 112260 members 
Entering Unmasked Estep 
Score: -14264967.000000 Penalty: 3781.456055
	Iteration 58Q: 3 clusters Score -1.426497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -14264981.000000 Penalty: 3781.456055
	Iteration 59Q: 3 clusters Score -1.426498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 112268 members 
Entering Unmasked Estep 
Score: -14264982.000000 Penalty: 3781.456055
	Iteration 60F: 3 clusters Score -1.426498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -14264974.000000 Penalty: 3781.456055
	Iteration 61Q: 3 clusters Score -1.426497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -14264975.000000 Penalty: 3781.456055
	Iteration 62Q: 3 clusters Score -1.426498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -14264976.000000 Penalty: 3781.456055
	Iteration 63Q: 3 clusters Score -1.426498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -14264978.000000 Penalty: 3781.456055
	Iteration 64Q: 3 clusters Score -1.426498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 112281 members 
Entering Unmasked Estep 
Score: -14264981.000000 Penalty: 3781.456055
	Iteration 65Q: 3 clusters Score -1.426498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 112282 members 
Entering Unmasked Estep 
Score: -14264977.000000 Penalty: 3781.456055
	Iteration 66Q: 3 clusters Score -1.426498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -14264972.000000 Penalty: 3781.456055
	Iteration 67Q: 3 clusters Score -1.426497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -14264979.000000 Penalty: 3781.456055
	Iteration 68Q: 3 clusters Score -1.426498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -14264985.000000 Penalty: 3781.456055
	Iteration 69Q: 3 clusters Score -1.426498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 112290 members 
Entering Unmasked Estep 
Score: -14264979.000000 Penalty: 3781.456055
	Iteration 70Q: 3 clusters Score -1.426498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 112290 members 
Entering Unmasked Estep 
Score: -14264979.000000 Penalty: 3781.456055
	Iteration 71F: 3 clusters Score -1.426498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -86083.320312 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -86083.32 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 408 members 
Entering Unmasked Estep 
Score: -84842.578125 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -84842.58 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85067.226562 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -85067.23 nChanged 52
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: -85139.820312 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -85139.82 nChanged 31
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: -85193.156250 Penalty: 2161.340576
	Iteration 3Q: 3 clusters Score -85193.16 nChanged 32
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: -85245.398438 Penalty: 2161.340576
	Iteration 4Q: 3 clusters Score -85245.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85300.156250 Penalty: 2161.340576
	Iteration 5Q: 3 clusters Score -85300.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85350.156250 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -85350.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85416.953125 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -85416.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85485.937500 Penalty: 2161.340576
	Iteration 8Q: 3 clusters Score -85485.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85553.546875 Penalty: 2161.340576
	Iteration 9Q: 3 clusters Score -85553.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85621.804688 Penalty: 2161.340576
	Iteration 10Q: 3 clusters Score -85621.8 nChanged 29
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: -85679.320312 Penalty: 2161.340576
	Iteration 11Q: 3 clusters Score -85679.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85727.437500 Penalty: 2161.340576
	Iteration 12Q: 3 clusters Score -85727.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85790.468750 Penalty: 2161.340576
	Iteration 13Q: 3 clusters Score -85790.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85847.859375 Penalty: 2161.340576
	Iteration 14Q: 3 clusters Score -85847.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85894.476562 Penalty: 2161.340576
	Iteration 15Q: 3 clusters Score -85894.48 nChanged 14
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: -85951.070312 Penalty: 2161.340576
	Iteration 16Q: 3 clusters Score -85951.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85979.750000 Penalty: 2161.340576
	Iteration 17Q: 3 clusters Score -85979.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86001.703125 Penalty: 2161.340576
	Iteration 18Q: 3 clusters Score -86001.7 nChanged 4
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: -86014.976562 Penalty: 2161.340576
	Iteration 19Q: 3 clusters Score -86014.98 nChanged 5
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: -86044.273438 Penalty: 2161.340576
	Iteration 20F: 3 clusters Score -86044.27 nChanged 7
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: -86139.367188 Penalty: 2161.340576
	Iteration 21Q: 3 clusters Score -86139.37 nChanged 4
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: -86157.531250 Penalty: 2161.340576
	Iteration 22Q: 3 clusters Score -86157.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86164.218750 Penalty: 2161.340576
	Iteration 23Q: 3 clusters Score -86164.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86171.093750 Penalty: 2161.340576
	Iteration 24Q: 3 clusters Score -86171.09 nChanged 1
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: -86172.492188 Penalty: 2161.340576
	Iteration 25Q: 3 clusters Score -86172.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86173.750000 Penalty: 2161.340576
	Iteration 26Q: 3 clusters Score -86173.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86175.187500 Penalty: 2161.340576
	Iteration 27Q: 3 clusters Score -86175.19 nChanged 1
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: -86176.648438 Penalty: 2161.340576
	Iteration 28Q: 3 clusters Score -86176.65 nChanged 0
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: -86176.648438 Penalty: 2161.340576
	Iteration 29F: 3 clusters Score -86176.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6093 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 434 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 14250 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 339 members 
Entering Unmasked Estep 
Score: -141731168.000000 Penalty: 88477.945312
Splitting cluster 34 changes total score from -141732304.000000 to -141731168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -138628.953125 Penalty: 1155.089600
	Iteration 0F: 2 clusters Score -138629 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 613 members 
Entering Unmasked Estep 
Score: -137077.171875 Penalty: 2310.179199
	Iteration 0F: 3 clusters Score -137077.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137416.796875 Penalty: 2310.179199
	Iteration 1F: 3 clusters Score -137416.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137511.031250 Penalty: 2310.179199
	Iteration 2F: 3 clusters Score -137511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137557.671875 Penalty: 2310.179199
	Iteration 3Q: 3 clusters Score -137557.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137587.437500 Penalty: 2310.179199
	Iteration 4Q: 3 clusters Score -137587.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -137624.265625 Penalty: 2310.179199
	Iteration 5Q: 3 clusters Score -137624.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137661.281250 Penalty: 2310.179199
	Iteration 6Q: 3 clusters Score -137661.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -137699.093750 Penalty: 2310.179199
	Iteration 7Q: 3 clusters Score -137699.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -137727.687500 Penalty: 2310.179199
	Iteration 8Q: 3 clusters Score -137727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137749.609375 Penalty: 2310.179199
	Iteration 9Q: 3 clusters Score -137749.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -137775.984375 Penalty: 2310.179199
	Iteration 10Q: 3 clusters Score -137776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -137804.968750 Penalty: 2310.179199
	Iteration 11Q: 3 clusters Score -137805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137838.859375 Penalty: 2310.179199
	Iteration 12Q: 3 clusters Score -137838.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -137871.109375 Penalty: 2310.179199
	Iteration 13Q: 3 clusters Score -137871.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -137906.171875 Penalty: 2310.179199
	Iteration 14Q: 3 clusters Score -137906.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -137946.296875 Penalty: 2310.179199
	Iteration 15Q: 3 clusters Score -137946.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -137988.703125 Penalty: 2310.179199
	Iteration 16Q: 3 clusters Score -137988.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -138026.750000 Penalty: 2310.179199
	Iteration 17Q: 3 clusters Score -138026.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -138047.921875 Penalty: 2310.179199
	Iteration 18Q: 3 clusters Score -138047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -138059.296875 Penalty: 2310.179199
	Iteration 19Q: 3 clusters Score -138059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138070.250000 Penalty: 2310.179199
	Iteration 20F: 3 clusters Score -138070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138085.078125 Penalty: 2310.179199
	Iteration 21Q: 3 clusters Score -138085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138095.750000 Penalty: 2310.179199
	Iteration 22Q: 3 clusters Score -138095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -138110.015625 Penalty: 2310.179199
	Iteration 23Q: 3 clusters Score -138110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -138132.921875 Penalty: 2310.179199
	Iteration 24Q: 3 clusters Score -138132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -138150.171875 Penalty: 2310.179199
	Iteration 25Q: 3 clusters Score -138150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -138157.625000 Penalty: 2310.179199
	Iteration 26Q: 3 clusters Score -138157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -138166.875000 Penalty: 2310.179199
	Iteration 27Q: 3 clusters Score -138166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -138180.718750 Penalty: 2310.179199
	Iteration 28Q: 3 clusters Score -138180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -138194.406250 Penalty: 2310.179199
	Iteration 29Q: 3 clusters Score -138194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138199.406250 Penalty: 2310.179199
	Iteration 30Q: 3 clusters Score -138199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138201.468750 Penalty: 2310.179199
	Iteration 31Q: 3 clusters Score -138201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -138204.796875 Penalty: 2310.179199
	Iteration 32Q: 3 clusters Score -138204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138210.078125 Penalty: 2310.179199
	Iteration 33Q: 3 clusters Score -138210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -138212.656250 Penalty: 2310.179199
	Iteration 34Q: 3 clusters Score -138212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -138215.312500 Penalty: 2310.179199
	Iteration 35Q: 3 clusters Score -138215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -138215.750000 Penalty: 2310.179199
	Iteration 36Q: 3 clusters Score -138215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -138217.500000 Penalty: 2310.179199
	Iteration 37Q: 3 clusters Score -138217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -138219.140625 Penalty: 2310.179199
	Iteration 38Q: 3 clusters Score -138219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -138219.812500 Penalty: 2310.179199
	Iteration 39Q: 3 clusters Score -138219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138230.031250 Penalty: 2310.179199
	Iteration 40F: 3 clusters Score -138230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -138244.156250 Penalty: 2310.179199
	Iteration 41Q: 3 clusters Score -138244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138251.093750 Penalty: 2310.179199
	Iteration 42Q: 3 clusters Score -138251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138251.843750 Penalty: 2310.179199
	Iteration 43Q: 3 clusters Score -138251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -138253.250000 Penalty: 2310.179199
	Iteration 44Q: 3 clusters Score -138253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138254.000000 Penalty: 2310.179199
	Iteration 45Q: 3 clusters Score -138254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138254.000000 Penalty: 2310.179199
	Iteration 46F: 3 clusters Score -138254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -15767.485352 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -15767.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15014.626953 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -15014.63 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15271.396484 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -15271.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15342.380859 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -15342.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15374.033203 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -15374.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15412.619141 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -15412.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15421.574219 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -15421.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15423.286133 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -15423.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15423.286133 Penalty: 1856.963135
	Iteration 7F: 3 clusters Score -15423.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101280 members 
Mstep: Class 10 contains 27276 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5916 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 97737 members 
Mstep: Class 15 contains 115635 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 115638 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64710 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139953 members 
Mstep: Class 29 contains 117650 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6093 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113012 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734240.000000 Penalty: 86209.281250
Iteration 199Q: 39 clusters Score -1.417342e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 44960 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16920 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 101185 members 
Mstep: Class 10 contains 27254 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 5929 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 97764 members 
Mstep: Class 15 contains 115607 members 
Mstep: Class 16 contains 34605 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 19 contains 115598 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64497 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 13977 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 2449 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 139585 members 
Mstep: Class 29 contains 117782 members 
Mstep: Class 30 contains 330 members 
Mstep: Class 31 contains 6448 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113048 members 
Mstep: Class 34 contains 776 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13512 members 
Mstep: Class 38 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735600.000000 Penalty: 86209.281250
Iteration 200F: 39 clusters Score -1.417356e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 8114 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 18405 members 
Mstep: Class 5 contains 45137 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16923 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 100974 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 97770 members 
Mstep: Class 15 contains 115641 members 
Mstep: Class 16 contains 34599 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 115593 members 
Mstep: Class 20 contains 6402 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 64297 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 13982 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 2924 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 139201 members 
Mstep: Class 29 contains 117897 members 
Mstep: Class 30 contains 337 members 
Mstep: Class 31 contains 6649 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113076 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 1230 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13405 members 
Mstep: Class 38 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736368.000000 Penalty: 86209.281250
Iteration 201Q: 39 clusters Score -1.417364e+08 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 18447 members 
Mstep: Class 5 contains 45287 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16920 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 100831 members 
Mstep: Class 10 contains 27144 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 5964 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 97799 members 
Mstep: Class 15 contains 115643 members 
Mstep: Class 16 contains 34591 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 115620 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 13963 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 3247 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 138812 members 
Mstep: Class 29 contains 118008 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 6777 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113161 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13299 members 
Mstep: Class 38 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736816.000000 Penalty: 86209.281250
Iteration 202Q: 39 clusters Score -1.417368e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 8105 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 45413 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16929 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 100723 members 
Mstep: Class 10 contains 27103 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 97806 members 
Mstep: Class 15 contains 115682 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11460 members 
Mstep: Class 19 contains 115647 members 
Mstep: Class 20 contains 6365 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 64072 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13959 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 138344 members 
Mstep: Class 29 contains 118138 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 6874 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113255 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 1231 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13220 members 
Mstep: Class 38 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736304.000000 Penalty: 86209.281250
Iteration 203Q: 39 clusters Score -1.417363e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 18532 members 
Mstep: Class 5 contains 45556 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16942 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 100648 members 
Mstep: Class 10 contains 27073 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 97816 members 
Mstep: Class 15 contains 115683 members 
Mstep: Class 16 contains 34630 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11407 members 
Mstep: Class 19 contains 115670 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 64011 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13952 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 3598 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 137921 members 
Mstep: Class 29 contains 118267 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 6951 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113350 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 1235 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13157 members 
Mstep: Class 38 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736128.000000 Penalty: 86209.281250
Iteration 204Q: 39 clusters Score -1.417361e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 18541 members 
Mstep: Class 5 contains 45724 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16947 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 100579 members 
Mstep: Class 10 contains 27031 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 97838 members 
Mstep: Class 15 contains 115671 members 
Mstep: Class 16 contains 34679 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11368 members 
Mstep: Class 19 contains 115677 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63934 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13944 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 3741 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 137445 members 
Mstep: Class 29 contains 118444 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7022 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113437 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 1235 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13093 members 
Mstep: Class 38 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736368.000000 Penalty: 86209.281250
Iteration 205Q: 39 clusters Score -1.417364e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 8078 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 45916 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16950 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 100546 members 
Mstep: Class 10 contains 26972 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 97846 members 
Mstep: Class 15 contains 115638 members 
Mstep: Class 16 contains 34710 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 115665 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63866 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13925 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 3855 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 136956 members 
Mstep: Class 29 contains 118660 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7065 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113564 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13045 members 
Mstep: Class 38 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736320.000000 Penalty: 86209.281250
Iteration 206Q: 39 clusters Score -1.417363e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 8072 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 5 contains 46121 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16950 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 100512 members 
Mstep: Class 10 contains 26914 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97863 members 
Mstep: Class 15 contains 115676 members 
Mstep: Class 16 contains 34738 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 115649 members 
Mstep: Class 20 contains 6292 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63818 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13903 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 3934 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 136458 members 
Mstep: Class 29 contains 118862 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7109 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113656 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 13000 members 
Mstep: Class 38 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736400.000000 Penalty: 86209.281250
Iteration 207Q: 39 clusters Score -1.417364e+08 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 8069 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 5 contains 46306 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16954 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 100502 members 
Mstep: Class 10 contains 26871 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97863 members 
Mstep: Class 15 contains 115730 members 
Mstep: Class 16 contains 34763 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11279 members 
Mstep: Class 19 contains 115658 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63767 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 13896 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4003 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 135887 members 
Mstep: Class 29 contains 119042 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7145 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113757 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1231 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12951 members 
Mstep: Class 38 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736256.000000 Penalty: 86209.281250
Iteration 208Q: 39 clusters Score -1.417363e+08 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 46476 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16962 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 100497 members 
Mstep: Class 10 contains 26823 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97863 members 
Mstep: Class 15 contains 115744 members 
Mstep: Class 16 contains 34823 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11265 members 
Mstep: Class 19 contains 115611 members 
Mstep: Class 20 contains 6260 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63756 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 13880 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 135393 members 
Mstep: Class 29 contains 119145 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7196 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113864 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1231 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12909 members 
Mstep: Class 38 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736480.000000 Penalty: 86209.281250
Iteration 209Q: 39 clusters Score -1.417365e+08 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 8063 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 18584 members 
Mstep: Class 5 contains 46645 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16969 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 100486 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97892 members 
Mstep: Class 15 contains 115709 members 
Mstep: Class 16 contains 34877 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11243 members 
Mstep: Class 19 contains 115573 members 
Mstep: Class 20 contains 6240 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63741 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 13870 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4116 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 134956 members 
Mstep: Class 29 contains 119218 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7222 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113989 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12879 members 
Mstep: Class 38 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736624.000000 Penalty: 86209.281250
Iteration 210Q: 39 clusters Score -1.417366e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 8054 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 16989 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 100506 members 
Mstep: Class 10 contains 26764 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 97907 members 
Mstep: Class 15 contains 115691 members 
Mstep: Class 16 contains 34913 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11226 members 
Mstep: Class 19 contains 115545 members 
Mstep: Class 20 contains 6225 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63725 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 13873 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4151 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 134427 members 
Mstep: Class 29 contains 119322 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7231 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114155 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1234 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12847 members 
Mstep: Class 38 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736672.000000 Penalty: 86209.281250
Iteration 211Q: 39 clusters Score -1.417367e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 18584 members 
Mstep: Class 5 contains 46999 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17000 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 100537 members 
Mstep: Class 10 contains 26735 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 97924 members 
Mstep: Class 15 contains 115633 members 
Mstep: Class 16 contains 34982 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 115466 members 
Mstep: Class 20 contains 6207 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63724 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 13866 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4181 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 133907 members 
Mstep: Class 29 contains 119433 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7246 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114321 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1234 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12814 members 
Mstep: Class 38 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736800.000000 Penalty: 86209.281250
Iteration 212Q: 39 clusters Score -1.417368e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 8045 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 47182 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17015 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 100577 members 
Mstep: Class 10 contains 26716 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97936 members 
Mstep: Class 15 contains 115626 members 
Mstep: Class 16 contains 35070 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 115443 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63732 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 13857 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4222 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 133270 members 
Mstep: Class 29 contains 119546 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7244 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114461 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1235 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12790 members 
Mstep: Class 38 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737232.000000 Penalty: 86209.281250
Iteration 213Q: 39 clusters Score -1.417372e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 18590 members 
Mstep: Class 5 contains 47372 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17039 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 100649 members 
Mstep: Class 10 contains 26709 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97946 members 
Mstep: Class 15 contains 115632 members 
Mstep: Class 16 contains 35157 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 19 contains 115407 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63731 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 13847 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 132657 members 
Mstep: Class 29 contains 119596 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7242 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114607 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1237 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12760 members 
Mstep: Class 38 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737088.000000 Penalty: 86209.281250
Iteration 214Q: 39 clusters Score -1.417371e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 47555 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17074 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 100733 members 
Mstep: Class 10 contains 26700 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97967 members 
Mstep: Class 15 contains 115633 members 
Mstep: Class 16 contains 35260 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 115358 members 
Mstep: Class 20 contains 6155 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63726 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 13828 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4304 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 132039 members 
Mstep: Class 29 contains 119628 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7235 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114754 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1238 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12741 members 
Mstep: Class 38 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737408.000000 Penalty: 86209.281250
Iteration 215Q: 39 clusters Score -1.417374e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 8024 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 18604 members 
Mstep: Class 5 contains 47748 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17096 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 100778 members 
Mstep: Class 10 contains 26700 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 97971 members 
Mstep: Class 15 contains 115626 members 
Mstep: Class 16 contains 35383 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 115355 members 
Mstep: Class 20 contains 6135 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63763 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 13820 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4346 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 131386 members 
Mstep: Class 29 contains 119661 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7222 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114908 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12722 members 
Mstep: Class 38 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141737760.000000 Penalty: 86209.281250
Iteration 216Q: 39 clusters Score -1.417378e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 18605 members 
Mstep: Class 5 contains 47943 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17114 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 100814 members 
Mstep: Class 10 contains 26709 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 98002 members 
Mstep: Class 15 contains 115693 members 
Mstep: Class 16 contains 35507 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11076 members 
Mstep: Class 19 contains 115339 members 
Mstep: Class 20 contains 6110 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63760 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 13827 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4378 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 130731 members 
Mstep: Class 29 contains 119640 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7196 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115059 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12713 members 
Mstep: Class 38 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738176.000000 Penalty: 86209.281250
Iteration 217Q: 39 clusters Score -1.417382e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 8007 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 5 contains 48106 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17144 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 100833 members 
Mstep: Class 10 contains 26720 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 98066 members 
Mstep: Class 15 contains 115725 members 
Mstep: Class 16 contains 35659 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 115341 members 
Mstep: Class 20 contains 6076 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63739 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 13825 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 130103 members 
Mstep: Class 29 contains 119591 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7174 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115205 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12700 members 
Mstep: Class 38 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738528.000000 Penalty: 86209.281250
Iteration 218Q: 39 clusters Score -1.417385e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 18630 members 
Mstep: Class 5 contains 48271 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17160 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 100874 members 
Mstep: Class 10 contains 26719 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 1452 members 
Mstep: Class 14 contains 98113 members 
Mstep: Class 15 contains 115754 members 
Mstep: Class 16 contains 35803 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 115345 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63692 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 13828 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4433 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 129550 members 
Mstep: Class 29 contains 119546 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7133 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115344 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12683 members 
Mstep: Class 38 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738448.000000 Penalty: 86209.281250
Iteration 219Q: 39 clusters Score -1.417384e+08 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 5 contains 48425 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17189 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 100930 members 
Mstep: Class 10 contains 26719 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 98154 members 
Mstep: Class 15 contains 115785 members 
Mstep: Class 16 contains 35954 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 115324 members 
Mstep: Class 20 contains 6018 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63661 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 13824 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4442 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 129032 members 
Mstep: Class 29 contains 119491 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 7093 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115447 members 
Mstep: Class 34 contains 789 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12672 members 
Mstep: Class 38 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738848.000000 Penalty: 86209.281250
Iteration 220F: 39 clusters Score -1.417388e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 18647 members 
Mstep: Class 5 contains 48589 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17213 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 100961 members 
Mstep: Class 10 contains 26728 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 98198 members 
Mstep: Class 15 contains 115810 members 
Mstep: Class 16 contains 36099 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10950 members 
Mstep: Class 19 contains 115350 members 
Mstep: Class 20 contains 5988 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63616 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 13823 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4448 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 128491 members 
Mstep: Class 29 contains 119426 members 
Mstep: Class 30 contains 347 members 
Mstep: Class 31 contains 7041 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115530 members 
Mstep: Class 34 contains 789 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12668 members 
Mstep: Class 38 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738880.000000 Penalty: 86209.281250
Iteration 221Q: 39 clusters Score -1.417389e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 18663 members 
Mstep: Class 5 contains 48723 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17220 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 100992 members 
Mstep: Class 10 contains 26734 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 1449 members 
Mstep: Class 14 contains 98254 members 
Mstep: Class 15 contains 115873 members 
Mstep: Class 16 contains 36217 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10929 members 
Mstep: Class 19 contains 115331 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63575 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 13812 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4456 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 128067 members 
Mstep: Class 29 contains 119341 members 
Mstep: Class 30 contains 349 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115618 members 
Mstep: Class 34 contains 789 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 303 members 
Mstep: Class 37 contains 12657 members 
Mstep: Class 38 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738768.000000 Penalty: 86209.281250
Iteration 222Q: 39 clusters Score -1.417388e+08 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 18679 members 
Mstep: Class 5 contains 48850 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17230 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 101010 members 
Mstep: Class 10 contains 26735 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 1449 members 
Mstep: Class 14 contains 98291 members 
Mstep: Class 15 contains 115806 members 
Mstep: Class 16 contains 36338 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 115328 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63524 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 13806 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4466 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 127680 members 
Mstep: Class 29 contains 119267 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6954 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115733 members 
Mstep: Class 34 contains 790 members 
Mstep: Class 35 contains 1244 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738736.000000 Penalty: 86209.281250
Iteration 223Q: 39 clusters Score -1.417387e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 18683 members 
Mstep: Class 5 contains 48941 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17250 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 101049 members 
Mstep: Class 10 contains 26715 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 1447 members 
Mstep: Class 14 contains 98305 members 
Mstep: Class 15 contains 115723 members 
Mstep: Class 16 contains 36457 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10891 members 
Mstep: Class 19 contains 115312 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63478 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 13809 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 127331 members 
Mstep: Class 29 contains 119262 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6907 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115856 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1247 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12636 members 
Mstep: Class 38 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738752.000000 Penalty: 86209.281250
Iteration 224Q: 39 clusters Score -1.417388e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 7945 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 18692 members 
Mstep: Class 5 contains 49057 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17271 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 101108 members 
Mstep: Class 10 contains 26690 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98302 members 
Mstep: Class 15 contains 115691 members 
Mstep: Class 16 contains 36607 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10875 members 
Mstep: Class 19 contains 115264 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63421 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 13810 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4484 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 127020 members 
Mstep: Class 29 contains 119227 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6860 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115926 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1249 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12637 members 
Mstep: Class 38 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738576.000000 Penalty: 86209.281250
Iteration 225Q: 39 clusters Score -1.417386e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 18703 members 
Mstep: Class 5 contains 49148 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17304 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 101164 members 
Mstep: Class 10 contains 26677 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98301 members 
Mstep: Class 15 contains 115603 members 
Mstep: Class 16 contains 36763 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10866 members 
Mstep: Class 19 contains 115194 members 
Mstep: Class 20 contains 5891 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63367 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 13818 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4487 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 126701 members 
Mstep: Class 29 contains 119193 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6822 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116008 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1251 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12625 members 
Mstep: Class 38 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738464.000000 Penalty: 86209.281250
Iteration 226Q: 39 clusters Score -1.417385e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 18706 members 
Mstep: Class 5 contains 49236 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17332 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 101215 members 
Mstep: Class 10 contains 26650 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98298 members 
Mstep: Class 15 contains 115460 members 
Mstep: Class 16 contains 36921 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10846 members 
Mstep: Class 19 contains 115113 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63341 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 13809 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4493 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 126450 members 
Mstep: Class 29 contains 119223 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6786 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116057 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1251 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12614 members 
Mstep: Class 38 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738848.000000 Penalty: 86209.281250
Iteration 227Q: 39 clusters Score -1.417388e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 7935 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 18704 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17362 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 101264 members 
Mstep: Class 10 contains 26638 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98293 members 
Mstep: Class 15 contains 115340 members 
Mstep: Class 16 contains 37090 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10821 members 
Mstep: Class 19 contains 114963 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63343 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 13806 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4500 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 126270 members 
Mstep: Class 29 contains 119249 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6756 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116097 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1249 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12601 members 
Mstep: Class 38 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739216.000000 Penalty: 86209.281250
Iteration 228Q: 39 clusters Score -1.417392e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 7929 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 18705 members 
Mstep: Class 5 contains 49394 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17374 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 101293 members 
Mstep: Class 10 contains 26618 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98284 members 
Mstep: Class 15 contains 115294 members 
Mstep: Class 16 contains 37218 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10803 members 
Mstep: Class 19 contains 114818 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63332 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 13808 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 126119 members 
Mstep: Class 29 contains 119282 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6722 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116117 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1249 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12596 members 
Mstep: Class 38 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739728.000000 Penalty: 86209.281250
Iteration 229Q: 39 clusters Score -1.417397e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 7927 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 18685 members 
Mstep: Class 5 contains 49462 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17398 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 101324 members 
Mstep: Class 10 contains 26601 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98285 members 
Mstep: Class 15 contains 115252 members 
Mstep: Class 16 contains 37316 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10786 members 
Mstep: Class 19 contains 114641 members 
Mstep: Class 20 contains 5843 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63338 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 13809 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4511 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125988 members 
Mstep: Class 29 contains 119319 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116154 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1248 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12595 members 
Mstep: Class 38 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740336.000000 Penalty: 86209.281250
Iteration 230Q: 39 clusters Score -1.417403e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 18681 members 
Mstep: Class 5 contains 49542 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17418 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 101347 members 
Mstep: Class 10 contains 26593 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98279 members 
Mstep: Class 15 contains 115164 members 
Mstep: Class 16 contains 37421 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 19 contains 114475 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63348 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 13805 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4517 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125881 members 
Mstep: Class 29 contains 119346 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6663 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116174 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1247 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12585 members 
Mstep: Class 38 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740992.000000 Penalty: 86209.281250
Iteration 231Q: 39 clusters Score -1.41741e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 7928 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 18687 members 
Mstep: Class 5 contains 49629 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17434 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 101391 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98274 members 
Mstep: Class 15 contains 115060 members 
Mstep: Class 16 contains 37495 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10768 members 
Mstep: Class 19 contains 114315 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63380 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 13807 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4516 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125766 members 
Mstep: Class 29 contains 119365 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6631 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116159 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1249 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12568 members 
Mstep: Class 38 contains 1777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741552.000000 Penalty: 86209.281250
Iteration 232Q: 39 clusters Score -1.417416e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 18695 members 
Mstep: Class 5 contains 49701 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17446 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 101423 members 
Mstep: Class 10 contains 26567 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98295 members 
Mstep: Class 15 contains 114950 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10757 members 
Mstep: Class 19 contains 114184 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63419 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 13819 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4519 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125610 members 
Mstep: Class 29 contains 119415 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6592 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116123 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1249 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12562 members 
Mstep: Class 38 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741728.000000 Penalty: 86209.281250
Iteration 233Q: 39 clusters Score -1.417417e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 18687 members 
Mstep: Class 5 contains 49771 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17452 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101448 members 
Mstep: Class 10 contains 26569 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 98318 members 
Mstep: Class 15 contains 114833 members 
Mstep: Class 16 contains 37641 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10754 members 
Mstep: Class 19 contains 114065 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63436 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 13824 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125473 members 
Mstep: Class 29 contains 119485 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116103 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1250 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12560 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741616.000000 Penalty: 86209.281250
Iteration 234Q: 39 clusters Score -1.417416e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 18675 members 
Mstep: Class 5 contains 49841 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17472 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 101476 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98333 members 
Mstep: Class 15 contains 114749 members 
Mstep: Class 16 contains 37681 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10741 members 
Mstep: Class 19 contains 113945 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63463 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4537 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125319 members 
Mstep: Class 29 contains 119578 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116079 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1249 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12554 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741264.000000 Penalty: 86209.281250
Iteration 235Q: 39 clusters Score -1.417413e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 18671 members 
Mstep: Class 5 contains 49907 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17487 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 101499 members 
Mstep: Class 10 contains 26568 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98348 members 
Mstep: Class 15 contains 114623 members 
Mstep: Class 16 contains 37744 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 113842 members 
Mstep: Class 20 contains 5817 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63472 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 13860 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125183 members 
Mstep: Class 29 contains 119671 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116091 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1247 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12544 members 
Mstep: Class 38 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741680.000000 Penalty: 86209.281250
Iteration 236Q: 39 clusters Score -1.417417e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 1758 members 
Mstep: Class 4 contains 18665 members 
Mstep: Class 5 contains 49993 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17492 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 101492 members 
Mstep: Class 10 contains 26576 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98350 members 
Mstep: Class 15 contains 114481 members 
Mstep: Class 16 contains 37821 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10736 members 
Mstep: Class 19 contains 113762 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63499 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 13873 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 125101 members 
Mstep: Class 29 contains 119747 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116066 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1247 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12533 members 
Mstep: Class 38 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742048.000000 Penalty: 86209.281250
Iteration 237Q: 39 clusters Score -1.41742e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1758 members 
Mstep: Class 4 contains 18651 members 
Mstep: Class 5 contains 50091 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17497 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 101482 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98370 members 
Mstep: Class 15 contains 114323 members 
Mstep: Class 16 contains 37874 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 113723 members 
Mstep: Class 20 contains 5798 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63499 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 125009 members 
Mstep: Class 29 contains 119840 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6443 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 116035 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1246 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12525 members 
Mstep: Class 38 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742064.000000 Penalty: 86209.281250
Iteration 238Q: 39 clusters Score -1.417421e+08 nChanged 2198
Entering ConstructFrom: 
Score: -141742064.000000 Penalty: 86209.281250
Entering ConstructFrom: 
Trying to split cluster 1 (69199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Entering Unmasked Estep 
Score: -8755526.000000 Penalty: 1811.020630
	Iteration 0F: 2 clusters Score -8755526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -8709428.000000 Penalty: 3622.041260
	Iteration 0F: 3 clusters Score -8709428 nChanged 32923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -8728417.000000 Penalty: 3622.041260
	Iteration 1F: 3 clusters Score -8728417 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -8729189.000000 Penalty: 3622.041260
	Iteration 2Q: 3 clusters Score -8729189 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -8730283.000000 Penalty: 3622.041260
	Iteration 3Q: 3 clusters Score -8730283 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -8731815.000000 Penalty: 3622.041260
	Iteration 4Q: 3 clusters Score -8731815 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8734364.000000 Penalty: 3622.041260
	Iteration 5F: 3 clusters Score -8734364 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -8738017.000000 Penalty: 3622.041260
	Iteration 6F: 3 clusters Score -8738017 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -8742382.000000 Penalty: 3622.041260
	Iteration 7F: 3 clusters Score -8742382 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -8746635.000000 Penalty: 3622.041260
	Iteration 8F: 3 clusters Score -8746635 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -8749951.000000 Penalty: 3622.041260
	Iteration 9F: 3 clusters Score -8749951 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -8752017.000000 Penalty: 3622.041260
	Iteration 10Q: 3 clusters Score -8752017 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -8753109.000000 Penalty: 3622.041260
	Iteration 11Q: 3 clusters Score -8753109 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -8753562.000000 Penalty: 3622.041260
	Iteration 12Q: 3 clusters Score -8753562 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -8753728.000000 Penalty: 3622.041260
	Iteration 13Q: 3 clusters Score -8753728 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -8753846.000000 Penalty: 3622.041260
	Iteration 14Q: 3 clusters Score -8753846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -8753917.000000 Penalty: 3622.041260
	Iteration 15Q: 3 clusters Score -8753917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -8753985.000000 Penalty: 3622.041260
	Iteration 16Q: 3 clusters Score -8753985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -8754039.000000 Penalty: 3622.041260
	Iteration 17Q: 3 clusters Score -8754039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -8754067.000000 Penalty: 3622.041260
	Iteration 18Q: 3 clusters Score -8754067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -8754084.000000 Penalty: 3622.041260
	Iteration 19Q: 3 clusters Score -8754084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -8754091.000000 Penalty: 3622.041260
	Iteration 20F: 3 clusters Score -8754091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -8754095.000000 Penalty: 3622.041260
	Iteration 21Q: 3 clusters Score -8754095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -8754105.000000 Penalty: 3622.041260
	Iteration 22Q: 3 clusters Score -8754105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8754102.000000 Penalty: 3622.041260
	Iteration 23Q: 3 clusters Score -8754102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8754102.000000 Penalty: 3622.041260
	Iteration 24F: 3 clusters Score -8754102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Entering Unmasked Estep 
Score: -988066.562500 Penalty: 1459.114380
	Iteration 0F: 2 clusters Score -988066.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -982213.437500 Penalty: 2918.228760
	Iteration 0F: 3 clusters Score -982213.4 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -983972.187500 Penalty: 2918.228760
	Iteration 1F: 3 clusters Score -983972.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -984218.187500 Penalty: 2918.228760
	Iteration 2F: 3 clusters Score -984218.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -984418.187500 Penalty: 2918.228760
	Iteration 3F: 3 clusters Score -984418.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -984598.375000 Penalty: 2918.228760
	Iteration 4Q: 3 clusters Score -984598.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -984788.562500 Penalty: 2918.228760
	Iteration 5Q: 3 clusters Score -984788.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -984985.812500 Penalty: 2918.228760
	Iteration 6Q: 3 clusters Score -984985.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -985182.375000 Penalty: 2918.228760
	Iteration 7Q: 3 clusters Score -985182.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -985424.187500 Penalty: 2918.228760
	Iteration 8Q: 3 clusters Score -985424.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -985691.312500 Penalty: 2918.228760
	Iteration 9Q: 3 clusters Score -985691.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -985965.312500 Penalty: 2918.228760
	Iteration 10Q: 3 clusters Score -985965.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -986227.062500 Penalty: 2918.228760
	Iteration 11Q: 3 clusters Score -986227.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -986423.062500 Penalty: 2918.228760
	Iteration 12Q: 3 clusters Score -986423.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -986567.562500 Penalty: 2918.228760
	Iteration 13Q: 3 clusters Score -986567.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -986642.750000 Penalty: 2918.228760
	Iteration 14Q: 3 clusters Score -986642.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -986702.312500 Penalty: 2918.228760
	Iteration 15Q: 3 clusters Score -986702.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -986736.250000 Penalty: 2918.228760
	Iteration 16Q: 3 clusters Score -986736.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -986770.125000 Penalty: 2918.228760
	Iteration 17Q: 3 clusters Score -986770.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -986788.437500 Penalty: 2918.228760
	Iteration 18Q: 3 clusters Score -986788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -986799.125000 Penalty: 2918.228760
	Iteration 19Q: 3 clusters Score -986799.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -986807.062500 Penalty: 2918.228760
	Iteration 20F: 3 clusters Score -986807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -986814.562500 Penalty: 2918.228760
	Iteration 21Q: 3 clusters Score -986814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -986821.500000 Penalty: 2918.228760
	Iteration 22Q: 3 clusters Score -986821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -986828.812500 Penalty: 2918.228760
	Iteration 23Q: 3 clusters Score -986828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -986835.625000 Penalty: 2918.228760
	Iteration 24Q: 3 clusters Score -986835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -986837.937500 Penalty: 2918.228760
	Iteration 25Q: 3 clusters Score -986837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -986839.500000 Penalty: 2918.228760
	Iteration 26Q: 3 clusters Score -986839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -986841.187500 Penalty: 2918.228760
	Iteration 27Q: 3 clusters Score -986841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -986841.562500 Penalty: 2918.228760
	Iteration 28Q: 3 clusters Score -986841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -986843.125000 Penalty: 2918.228760
	Iteration 29Q: 3 clusters Score -986843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -986843.125000 Penalty: 2918.228760
	Iteration 30F: 3 clusters Score -986843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -197623.125000 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -197623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -195713.140625 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -195713.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196351.812500 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -196351.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196748.390625 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -196748.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197049.218750 Penalty: 2428.008057
	Iteration 3F: 3 clusters Score -197049.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -197166.718750 Penalty: 2428.008057
	Iteration 4F: 3 clusters Score -197166.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -197217.250000 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -197217.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197270.531250 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -197270.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197306.859375 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -197306.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197336.046875 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -197336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -197359.812500 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -197359.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -197378.281250 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -197378.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -197391.046875 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -197391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197410.937500 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -197410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -197429.171875 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -197429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197439.812500 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -197439.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -197448.781250 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -197448.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197459.062500 Penalty: 2428.008057
	Iteration 16Q: 3 clusters Score -197459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -197470.500000 Penalty: 2428.008057
	Iteration 17Q: 3 clusters Score -197470.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197484.406250 Penalty: 2428.008057
	Iteration 18Q: 3 clusters Score -197484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -197507.109375 Penalty: 2428.008057
	Iteration 19Q: 3 clusters Score -197507.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -197524.703125 Penalty: 2428.008057
	Iteration 20F: 3 clusters Score -197524.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -197538.343750 Penalty: 2428.008057
	Iteration 21Q: 3 clusters Score -197538.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197554.109375 Penalty: 2428.008057
	Iteration 22Q: 3 clusters Score -197554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -197558.812500 Penalty: 2428.008057
	Iteration 23Q: 3 clusters Score -197558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -197562.437500 Penalty: 2428.008057
	Iteration 24Q: 3 clusters Score -197562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197563.109375 Penalty: 2428.008057
	Iteration 25Q: 3 clusters Score -197563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197564.140625 Penalty: 2428.008057
	Iteration 26Q: 3 clusters Score -197564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197564.843750 Penalty: 2428.008057
	Iteration 27Q: 3 clusters Score -197564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197565.593750 Penalty: 2428.008057
	Iteration 28Q: 3 clusters Score -197565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197565.593750 Penalty: 2428.008057
	Iteration 29F: 3 clusters Score -197565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Entering Unmasked Estep 
Score: -2283614.750000 Penalty: 1597.899292
	Iteration 0F: 2 clusters Score -2283615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2270984.000000 Penalty: 3195.798584
	Iteration 0F: 3 clusters Score -2270984 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2275423.000000 Penalty: 3195.798584
	Iteration 1F: 3 clusters Score -2275423 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2275780.000000 Penalty: 3195.798584
	Iteration 2F: 3 clusters Score -2275780 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2276120.250000 Penalty: 3195.798584
	Iteration 3Q: 3 clusters Score -2276120 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2276514.750000 Penalty: 3195.798584
	Iteration 4Q: 3 clusters Score -2276515 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2276968.500000 Penalty: 3195.798584
	Iteration 5Q: 3 clusters Score -2276968 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2277493.750000 Penalty: 3195.798584
	Iteration 6F: 3 clusters Score -2277494 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2278057.250000 Penalty: 3195.798584
	Iteration 7F: 3 clusters Score -2278057 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2278609.250000 Penalty: 3195.798584
	Iteration 8F: 3 clusters Score -2278609 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2279151.000000 Penalty: 3195.798584
	Iteration 9Q: 3 clusters Score -2279151 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2279547.000000 Penalty: 3195.798584
	Iteration 10Q: 3 clusters Score -2279547 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2279847.000000 Penalty: 3195.798584
	Iteration 11Q: 3 clusters Score -2279847 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2280089.500000 Penalty: 3195.798584
	Iteration 12Q: 3 clusters Score -2280090 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2280271.500000 Penalty: 3195.798584
	Iteration 13Q: 3 clusters Score -2280272 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2280416.500000 Penalty: 3195.798584
	Iteration 14Q: 3 clusters Score -2280416 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2280549.750000 Penalty: 3195.798584
	Iteration 15Q: 3 clusters Score -2280550 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2280689.500000 Penalty: 3195.798584
	Iteration 16Q: 3 clusters Score -2280690 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2280827.500000 Penalty: 3195.798584
	Iteration 17Q: 3 clusters Score -2280828 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2280942.250000 Penalty: 3195.798584
	Iteration 18Q: 3 clusters Score -2280942 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2281079.250000 Penalty: 3195.798584
	Iteration 19Q: 3 clusters Score -2281079 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2281176.250000 Penalty: 3195.798584
	Iteration 20F: 3 clusters Score -2281176 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2281266.250000 Penalty: 3195.798584
	Iteration 21Q: 3 clusters Score -2281266 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2281355.500000 Penalty: 3195.798584
	Iteration 22Q: 3 clusters Score -2281356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2281453.250000 Penalty: 3195.798584
	Iteration 23Q: 3 clusters Score -2281453 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2281559.750000 Penalty: 3195.798584
	Iteration 24Q: 3 clusters Score -2281560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2281641.500000 Penalty: 3195.798584
	Iteration 25Q: 3 clusters Score -2281642 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2281728.250000 Penalty: 3195.798584
	Iteration 26Q: 3 clusters Score -2281728 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2281815.750000 Penalty: 3195.798584
	Iteration 27Q: 3 clusters Score -2281816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2281913.750000 Penalty: 3195.798584
	Iteration 28Q: 3 clusters Score -2281914 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2282001.500000 Penalty: 3195.798584
	Iteration 29Q: 3 clusters Score -2282002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2282058.750000 Penalty: 3195.798584
	Iteration 30Q: 3 clusters Score -2282059 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2282126.000000 Penalty: 3195.798584
	Iteration 31Q: 3 clusters Score -2282126 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2282170.750000 Penalty: 3195.798584
	Iteration 32Q: 3 clusters Score -2282171 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2282212.250000 Penalty: 3195.798584
	Iteration 33Q: 3 clusters Score -2282212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2282243.750000 Penalty: 3195.798584
	Iteration 34Q: 3 clusters Score -2282244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2282271.250000 Penalty: 3195.798584
	Iteration 35Q: 3 clusters Score -2282271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2282307.000000 Penalty: 3195.798584
	Iteration 36Q: 3 clusters Score -2282307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2282321.000000 Penalty: 3195.798584
	Iteration 37Q: 3 clusters Score -2282321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2282334.000000 Penalty: 3195.798584
	Iteration 38Q: 3 clusters Score -2282334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2282343.000000 Penalty: 3195.798584
	Iteration 39Q: 3 clusters Score -2282343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2282350.750000 Penalty: 3195.798584
	Iteration 40F: 3 clusters Score -2282351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2282354.500000 Penalty: 3195.798584
	Iteration 41Q: 3 clusters Score -2282354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2282365.000000 Penalty: 3195.798584
	Iteration 42Q: 3 clusters Score -2282365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2282375.750000 Penalty: 3195.798584
	Iteration 43Q: 3 clusters Score -2282376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2282382.000000 Penalty: 3195.798584
	Iteration 44Q: 3 clusters Score -2282382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2282386.500000 Penalty: 3195.798584
	Iteration 45Q: 3 clusters Score -2282386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2282386.500000 Penalty: 3195.798584
	Iteration 46Q: 3 clusters Score -2282386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2282387.250000 Penalty: 3195.798584
	Iteration 47Q: 3 clusters Score -2282387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2282396.250000 Penalty: 3195.798584
	Iteration 48Q: 3 clusters Score -2282396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2282403.250000 Penalty: 3195.798584
	Iteration 49Q: 3 clusters Score -2282403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2282400.750000 Penalty: 3195.798584
	Iteration 50Q: 3 clusters Score -2282401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2282401.250000 Penalty: 3195.798584
	Iteration 51Q: 3 clusters Score -2282401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2282401.250000 Penalty: 3195.798584
	Iteration 52F: 3 clusters Score -2282401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Entering Unmasked Estep 
Score: -6351045.000000 Penalty: 1758.810913
	Iteration 0F: 2 clusters Score -6351045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6317420.500000 Penalty: 3517.621826
	Iteration 0F: 3 clusters Score -6317420 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -6330655.000000 Penalty: 3517.621826
	Iteration 1F: 3 clusters Score -6330655 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6331268.500000 Penalty: 3517.621826
	Iteration 2Q: 3 clusters Score -6331268 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -6332035.000000 Penalty: 3517.621826
	Iteration 3Q: 3 clusters Score -6332035 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -6332777.000000 Penalty: 3517.621826
	Iteration 4Q: 3 clusters Score -6332777 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6333641.500000 Penalty: 3517.621826
	Iteration 5Q: 3 clusters Score -6333642 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -6334586.500000 Penalty: 3517.621826
	Iteration 6Q: 3 clusters Score -6334586 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -6335516.000000 Penalty: 3517.621826
	Iteration 7Q: 3 clusters Score -6335516 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6336459.500000 Penalty: 3517.621826
	Iteration 8Q: 3 clusters Score -6336460 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6337549.000000 Penalty: 3517.621826
	Iteration 9Q: 3 clusters Score -6337549 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -6338924.500000 Penalty: 3517.621826
	Iteration 10Q: 3 clusters Score -6338924 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -6340848.500000 Penalty: 3517.621826
	Iteration 11Q: 3 clusters Score -6340848 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -6342965.000000 Penalty: 3517.621826
	Iteration 12Q: 3 clusters Score -6342965 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -6344802.000000 Penalty: 3517.621826
	Iteration 13Q: 3 clusters Score -6344802 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6345862.000000 Penalty: 3517.621826
	Iteration 14Q: 3 clusters Score -6345862 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -6346498.500000 Penalty: 3517.621826
	Iteration 15Q: 3 clusters Score -6346498 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -6346973.500000 Penalty: 3517.621826
	Iteration 16Q: 3 clusters Score -6346974 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -6347351.000000 Penalty: 3517.621826
	Iteration 17Q: 3 clusters Score -6347351 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -6347594.000000 Penalty: 3517.621826
	Iteration 18Q: 3 clusters Score -6347594 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -6347858.000000 Penalty: 3517.621826
	Iteration 19Q: 3 clusters Score -6347858 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -6348064.000000 Penalty: 3517.621826
	Iteration 20F: 3 clusters Score -6348064 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6348211.000000 Penalty: 3517.621826
	Iteration 21Q: 3 clusters Score -6348211 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -6348360.500000 Penalty: 3517.621826
	Iteration 22Q: 3 clusters Score -6348360 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6348473.500000 Penalty: 3517.621826
	Iteration 23Q: 3 clusters Score -6348474 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6348603.500000 Penalty: 3517.621826
	Iteration 24Q: 3 clusters Score -6348604 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -6348652.000000 Penalty: 3517.621826
	Iteration 25Q: 3 clusters Score -6348652 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -6348709.000000 Penalty: 3517.621826
	Iteration 26Q: 3 clusters Score -6348709 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6348837.000000 Penalty: 3517.621826
	Iteration 27Q: 3 clusters Score -6348837 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -6348924.000000 Penalty: 3517.621826
	Iteration 28Q: 3 clusters Score -6348924 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -6349016.000000 Penalty: 3517.621826
	Iteration 29Q: 3 clusters Score -6349016 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6349064.000000 Penalty: 3517.621826
	Iteration 30Q: 3 clusters Score -6349064 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -6349145.500000 Penalty: 3517.621826
	Iteration 31Q: 3 clusters Score -6349146 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6349231.000000 Penalty: 3517.621826
	Iteration 32Q: 3 clusters Score -6349231 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6349278.000000 Penalty: 3517.621826
	Iteration 33Q: 3 clusters Score -6349278 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6349324.500000 Penalty: 3517.621826
	Iteration 34Q: 3 clusters Score -6349324 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -6349356.500000 Penalty: 3517.621826
	Iteration 35Q: 3 clusters Score -6349356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -6349394.500000 Penalty: 3517.621826
	Iteration 36Q: 3 clusters Score -6349394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6349415.000000 Penalty: 3517.621826
	Iteration 37Q: 3 clusters Score -6349415 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -6349419.500000 Penalty: 3517.621826
	Iteration 38Q: 3 clusters Score -6349420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6349432.000000 Penalty: 3517.621826
	Iteration 39Q: 3 clusters Score -6349432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -6349464.500000 Penalty: 3517.621826
	Iteration 40F: 3 clusters Score -6349464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6349485.500000 Penalty: 3517.621826
	Iteration 41Q: 3 clusters Score -6349486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -6349505.500000 Penalty: 3517.621826
	Iteration 42Q: 3 clusters Score -6349506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -6349517.500000 Penalty: 3517.621826
	Iteration 43Q: 3 clusters Score -6349518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -6349547.000000 Penalty: 3517.621826
	Iteration 44Q: 3 clusters Score -6349547 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -6349568.000000 Penalty: 3517.621826
	Iteration 45Q: 3 clusters Score -6349568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -6349596.000000 Penalty: 3517.621826
	Iteration 46Q: 3 clusters Score -6349596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -6349615.500000 Penalty: 3517.621826
	Iteration 47Q: 3 clusters Score -6349616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -6349610.500000 Penalty: 3517.621826
	Iteration 48Q: 3 clusters Score -6349610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -6349628.500000 Penalty: 3517.621826
	Iteration 49Q: 3 clusters Score -6349628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6349634.500000 Penalty: 3517.621826
	Iteration 50Q: 3 clusters Score -6349634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6349649.000000 Penalty: 3517.621826
	Iteration 51Q: 3 clusters Score -6349649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -6349648.000000 Penalty: 3517.621826
	Iteration 52Q: 3 clusters Score -6349648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -6349659.500000 Penalty: 3517.621826
	Iteration 53Q: 3 clusters Score -6349660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -6349656.000000 Penalty: 3517.621826
	Iteration 54Q: 3 clusters Score -6349656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -6349659.000000 Penalty: 3517.621826
	Iteration 55Q: 3 clusters Score -6349659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6349656.500000 Penalty: 3517.621826
	Iteration 56Q: 3 clusters Score -6349656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6349655.500000 Penalty: 3517.621826
	Iteration 57Q: 3 clusters Score -6349656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -6349668.000000 Penalty: 3517.621826
	Iteration 58Q: 3 clusters Score -6349668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -6349670.500000 Penalty: 3517.621826
	Iteration 59Q: 3 clusters Score -6349670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -6349676.000000 Penalty: 3517.621826
	Iteration 60F: 3 clusters Score -6349676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -6349674.500000 Penalty: 3517.621826
	Iteration 61Q: 3 clusters Score -6349674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6349692.000000 Penalty: 3517.621826
	Iteration 62Q: 3 clusters Score -6349692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -6349693.500000 Penalty: 3517.621826
	Iteration 63Q: 3 clusters Score -6349694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -6349697.500000 Penalty: 3517.621826
	Iteration 64Q: 3 clusters Score -6349698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6349699.000000 Penalty: 3517.621826
	Iteration 65Q: 3 clusters Score -6349699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -6349699.000000 Penalty: 3517.621826
	Iteration 66Q: 3 clusters Score -6349699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -6349703.000000 Penalty: 3517.621826
	Iteration 67Q: 3 clusters Score -6349703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6349696.000000 Penalty: 3517.621826
	Iteration 68Q: 3 clusters Score -6349696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -6349697.000000 Penalty: 3517.621826
	Iteration 69Q: 3 clusters Score -6349697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -6349697.000000 Penalty: 3517.621826
	Iteration 70F: 3 clusters Score -6349697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -30107.232422 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -30107.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29226.792969 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -29226.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29304.552734 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -29304.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29325.123047 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -29325.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29333.296875 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -29333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29338.271484 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -29338.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29339.507812 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -29339.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29342.416016 Penalty: 1809.712036
	Iteration 6Q: 3 clusters Score -29342.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29342.416016 Penalty: 1809.712036
	Iteration 7F: 3 clusters Score -29342.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -2151170.750000 Penalty: 1587.701416
	Iteration 0F: 2 clusters Score -2151171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2139055.500000 Penalty: 3175.402832
	Iteration 0F: 3 clusters Score -2139056 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2143356.250000 Penalty: 3175.402832
	Iteration 1F: 3 clusters Score -2143356 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2143666.750000 Penalty: 3175.402832
	Iteration 2F: 3 clusters Score -2143667 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2143943.250000 Penalty: 3175.402832
	Iteration 3Q: 3 clusters Score -2143943 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2144223.750000 Penalty: 3175.402832
	Iteration 4Q: 3 clusters Score -2144224 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2144457.250000 Penalty: 3175.402832
	Iteration 5Q: 3 clusters Score -2144457 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2144721.500000 Penalty: 3175.402832
	Iteration 6Q: 3 clusters Score -2144722 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2145464 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2145778 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2146208.250000 Penalty: 3175.402832
	Iteration 11Q: 3 clusters Score -2146208 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2146680 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2147162 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2147491.500000 Penalty: 3175.402832
	Iteration 14Q: 3 clusters Score -2147492 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2147693 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2147838 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2147939 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2148016.500000 Penalty: 3175.402832
	Iteration 18Q: 3 clusters Score -2148016 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2148069 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2148113.250000 Penalty: 3175.402832
	Iteration 20F: 3 clusters Score -2148113 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2148161.250000 Penalty: 3175.402832
	Iteration 21Q: 3 clusters Score -2148161 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2148207.250000 Penalty: 3175.402832
	Iteration 22Q: 3 clusters Score -2148207 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2148267.750000 Penalty: 3175.402832
	Iteration 23Q: 3 clusters Score -2148268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2148317.750000 Penalty: 3175.402832
	Iteration 24Q: 3 clusters Score -2148318 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2148374 nChanged 196
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Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2148424 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2148493 nChanged 182
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2148531 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2148576 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2148618 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2148666 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2148724 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2148777 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2148850 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2148936 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2149032 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2149121.000000 Penalty: 3175.402832
	Iteration 37Q: 3 clusters Score -2149121 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2149211 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2149290.750000 Penalty: 3175.402832
	Iteration 39Q: 3 clusters Score -2149291 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2149366 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2149431.250000 Penalty: 3175.402832
	Iteration 41Q: 3 clusters Score -2149431 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2149476.500000 Penalty: 3175.402832
	Iteration 42Q: 3 clusters Score -2149476 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2149520.500000 Penalty: 3175.402832
	Iteration 43Q: 3 clusters Score -2149520 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2149553 nChanged 132
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Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2149589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2149600.500000 Penalty: 3175.402832
	Iteration 46Q: 3 clusters Score -2149600 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2149620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2149647.500000 Penalty: 3175.402832
	Iteration 48Q: 3 clusters Score -2149648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2149662.500000 Penalty: 3175.402832
	Iteration 49Q: 3 clusters Score -2149662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2149682.000000 Penalty: 3175.402832
	Iteration 50Q: 3 clusters Score -2149682 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2149714.250000 Penalty: 3175.402832
	Iteration 51Q: 3 clusters Score -2149714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2149728.500000 Penalty: 3175.402832
	Iteration 52Q: 3 clusters Score -2149728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2149751.000000 Penalty: 3175.402832
	Iteration 53Q: 3 clusters Score -2149751 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2149761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2149780.250000 Penalty: 3175.402832
	Iteration 55Q: 3 clusters Score -2149780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2149791.000000 Penalty: 3175.402832
	Iteration 56Q: 3 clusters Score -2149791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2149793.250000 Penalty: 3175.402832
	Iteration 57Q: 3 clusters Score -2149793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2149796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2149808.500000 Penalty: 3175.402832
	Iteration 59Q: 3 clusters Score -2149808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2149820.000000 Penalty: 3175.402832
	Iteration 60F: 3 clusters Score -2149820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2149823.000000 Penalty: 3175.402832
	Iteration 61Q: 3 clusters Score -2149823 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2149832.000000 Penalty: 3175.402832
	Iteration 62Q: 3 clusters Score -2149832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2149840.500000 Penalty: 3175.402832
	Iteration 63Q: 3 clusters Score -2149840 nChanged 38
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Mstep: Class 1 contains 6050 members 
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Entering Unmasked Estep 
Score: -2149841.250000 Penalty: 3175.402832
	Iteration 64Q: 3 clusters Score -2149841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2149845.500000 Penalty: 3175.402832
	Iteration 65Q: 3 clusters Score -2149846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2149846 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2149854.000000 Penalty: 3175.402832
	Iteration 67Q: 3 clusters Score -2149854 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2149859.250000 Penalty: 3175.402832
	Iteration 68Q: 3 clusters Score -2149859 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2149863.750000 Penalty: 3175.402832
	Iteration 69Q: 3 clusters Score -2149864 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2149867.500000 Penalty: 3175.402832
	Iteration 70Q: 3 clusters Score -2149868 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2149863 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2149866 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2149867 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2149873.500000 Penalty: 3175.402832
	Iteration 74Q: 3 clusters Score -2149874 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2149876 nChanged 11
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11752 members 
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	Iteration 76Q: 3 clusters Score -2149876 nChanged 9
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 11761 members 
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	Iteration 77Q: 3 clusters Score -2149876 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11771 members 
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Score: -2149879.750000 Penalty: 3175.402832
	Iteration 78Q: 3 clusters Score -2149880 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 11782 members 
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	Iteration 79Q: 3 clusters Score -2149880 nChanged 8
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2149880 nChanged 5
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Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2149882.000000 Penalty: 3175.402832
	Iteration 81Q: 3 clusters Score -2149882 nChanged 6
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Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11801 members 
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	Iteration 82Q: 3 clusters Score -2149881 nChanged 7
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Mstep: Class 1 contains 5701 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2149884 nChanged 5
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Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11813 members 
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	Iteration 84Q: 3 clusters Score -2149884 nChanged 6
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Mstep: Class 1 contains 5690 members 
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	Iteration 85Q: 3 clusters Score -2149887 nChanged 8
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Mstep: Class 1 contains 5682 members 
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	Iteration 86Q: 3 clusters Score -2149886 nChanged 4
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Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 11831 members 
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	Iteration 87Q: 3 clusters Score -2149888 nChanged 5
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2149888 nChanged 5
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Mstep: Class 1 contains 5668 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2149893 nChanged 6
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Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2149891 nChanged 7
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Mstep: Class 1 contains 5655 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2149894 nChanged 12
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Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11866 members 
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	Iteration 92Q: 3 clusters Score -2149889 nChanged 12
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Mstep: Class 1 contains 5631 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2149888 nChanged 20
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Mstep: Class 1 contains 5611 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2149891 nChanged 28
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Mstep: Class 1 contains 5585 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2149898 nChanged 29
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Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11951 members 
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	Iteration 96Q: 3 clusters Score -2149894 nChanged 30
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Mstep: Class 1 contains 5530 members 
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	Iteration 97Q: 3 clusters Score -2149897 nChanged 19
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2149902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2149904.500000 Penalty: 3175.402832
	Iteration 99Q: 3 clusters Score -2149904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2149906.000000 Penalty: 3175.402832
	Iteration 100F: 3 clusters Score -2149906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2149910.000000 Penalty: 3175.402832
	Iteration 101Q: 3 clusters Score -2149910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2149910.750000 Penalty: 3175.402832
	Iteration 102Q: 3 clusters Score -2149911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2149911.250000 Penalty: 3175.402832
	Iteration 103Q: 3 clusters Score -2149911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2149912.250000 Penalty: 3175.402832
	Iteration 104Q: 3 clusters Score -2149912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2149914.500000 Penalty: 3175.402832
	Iteration 105Q: 3 clusters Score -2149914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2149917.750000 Penalty: 3175.402832
	Iteration 106Q: 3 clusters Score -2149918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2149918.500000 Penalty: 3175.402832
	Iteration 107Q: 3 clusters Score -2149918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2149916.250000 Penalty: 3175.402832
	Iteration 108Q: 3 clusters Score -2149916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2149922.750000 Penalty: 3175.402832
	Iteration 109Q: 3 clusters Score -2149923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2149922.750000 Penalty: 3175.402832
	Iteration 110Q: 3 clusters Score -2149923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2149927.750000 Penalty: 3175.402832
	Iteration 111Q: 3 clusters Score -2149928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2149928.500000 Penalty: 3175.402832
	Iteration 112Q: 3 clusters Score -2149928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2149927.750000 Penalty: 3175.402832
	Iteration 113Q: 3 clusters Score -2149928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2149920.750000 Penalty: 3175.402832
	Iteration 114Q: 3 clusters Score -2149921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2149925.000000 Penalty: 3175.402832
	Iteration 115Q: 3 clusters Score -2149925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2149924.750000 Penalty: 3175.402832
	Iteration 116Q: 3 clusters Score -2149925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2149929.750000 Penalty: 3175.402832
	Iteration 117Q: 3 clusters Score -2149930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2149928.250000 Penalty: 3175.402832
	Iteration 118Q: 3 clusters Score -2149928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2149933.000000 Penalty: 3175.402832
	Iteration 119Q: 3 clusters Score -2149933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2149927.500000 Penalty: 3175.402832
	Iteration 120F: 3 clusters Score -2149928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2149925.500000 Penalty: 3175.402832
	Iteration 121Q: 3 clusters Score -2149926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2149925.750000 Penalty: 3175.402832
	Iteration 122Q: 3 clusters Score -2149926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2149925.750000 Penalty: 3175.402832
	Iteration 123F: 3 clusters Score -2149926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -381925.406250 Penalty: 1312.534790
	Iteration 0F: 2 clusters Score -381925.4 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 1618 members 
Entering Unmasked Estep 
Score: -379008.093750 Penalty: 2625.069580
	Iteration 0F: 3 clusters Score -379008.1 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -379823.625000 Penalty: 2625.069580
	Iteration 1F: 3 clusters Score -379823.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -380026.562500 Penalty: 2625.069580
	Iteration 2F: 3 clusters Score -380026.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -380152.500000 Penalty: 2625.069580
	Iteration 3F: 3 clusters Score -380152.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -380253.531250 Penalty: 2625.069580
	Iteration 4Q: 3 clusters Score -380253.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -380401.062500 Penalty: 2625.069580
	Iteration 5Q: 3 clusters Score -380401.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -380585.250000 Penalty: 2625.069580
	Iteration 6Q: 3 clusters Score -380585.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -380756.468750 Penalty: 2625.069580
	Iteration 7Q: 3 clusters Score -380756.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -380873.750000 Penalty: 2625.069580
	Iteration 8Q: 3 clusters Score -380873.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -380980.406250 Penalty: 2625.069580
	Iteration 9Q: 3 clusters Score -380980.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -381064.218750 Penalty: 2625.069580
	Iteration 10Q: 3 clusters Score -381064.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -381141.968750 Penalty: 2625.069580
	Iteration 11Q: 3 clusters Score -381142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -381209.937500 Penalty: 2625.069580
	Iteration 12Q: 3 clusters Score -381209.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -381245.562500 Penalty: 2625.069580
	Iteration 13Q: 3 clusters Score -381245.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -381271.843750 Penalty: 2625.069580
	Iteration 14Q: 3 clusters Score -381271.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -381293.125000 Penalty: 2625.069580
	Iteration 15Q: 3 clusters Score -381293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -381320.562500 Penalty: 2625.069580
	Iteration 16Q: 3 clusters Score -381320.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -381342.125000 Penalty: 2625.069580
	Iteration 17Q: 3 clusters Score -381342.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -381364.343750 Penalty: 2625.069580
	Iteration 18Q: 3 clusters Score -381364.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -381378.281250 Penalty: 2625.069580
	Iteration 19Q: 3 clusters Score -381378.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -381397.062500 Penalty: 2625.069580
	Iteration 20F: 3 clusters Score -381397.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -381411.593750 Penalty: 2625.069580
	Iteration 21Q: 3 clusters Score -381411.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -381425.750000 Penalty: 2625.069580
	Iteration 22Q: 3 clusters Score -381425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -381434.968750 Penalty: 2625.069580
	Iteration 23Q: 3 clusters Score -381435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -381440.812500 Penalty: 2625.069580
	Iteration 24Q: 3 clusters Score -381440.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381447.843750 Penalty: 2625.069580
	Iteration 25Q: 3 clusters Score -381447.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -381458.062500 Penalty: 2625.069580
	Iteration 26Q: 3 clusters Score -381458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -381468.500000 Penalty: 2625.069580
	Iteration 27Q: 3 clusters Score -381468.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -381481.875000 Penalty: 2625.069580
	Iteration 28Q: 3 clusters Score -381481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -381499.906250 Penalty: 2625.069580
	Iteration 29Q: 3 clusters Score -381499.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -381510.031250 Penalty: 2625.069580
	Iteration 30Q: 3 clusters Score -381510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -381516.656250 Penalty: 2625.069580
	Iteration 31Q: 3 clusters Score -381516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -381522.031250 Penalty: 2625.069580
	Iteration 32Q: 3 clusters Score -381522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -381526.687500 Penalty: 2625.069580
	Iteration 33Q: 3 clusters Score -381526.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -381530.656250 Penalty: 2625.069580
	Iteration 34Q: 3 clusters Score -381530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -381538.125000 Penalty: 2625.069580
	Iteration 35Q: 3 clusters Score -381538.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -381543.906250 Penalty: 2625.069580
	Iteration 36Q: 3 clusters Score -381543.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -381549.781250 Penalty: 2625.069580
	Iteration 37Q: 3 clusters Score -381549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -381555.781250 Penalty: 2625.069580
	Iteration 38Q: 3 clusters Score -381555.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -381560.562500 Penalty: 2625.069580
	Iteration 39Q: 3 clusters Score -381560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -381564.750000 Penalty: 2625.069580
	Iteration 40F: 3 clusters Score -381564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -381566.750000 Penalty: 2625.069580
	Iteration 41Q: 3 clusters Score -381566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -381568.093750 Penalty: 2625.069580
	Iteration 42Q: 3 clusters Score -381568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -381569.156250 Penalty: 2625.069580
	Iteration 43Q: 3 clusters Score -381569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -381571.312500 Penalty: 2625.069580
	Iteration 44Q: 3 clusters Score -381571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -381572.343750 Penalty: 2625.069580
	Iteration 45Q: 3 clusters Score -381572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -381573.656250 Penalty: 2625.069580
	Iteration 46Q: 3 clusters Score -381573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -381574.968750 Penalty: 2625.069580
	Iteration 47Q: 3 clusters Score -381575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -381575.968750 Penalty: 2625.069580
	Iteration 48Q: 3 clusters Score -381576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -381578.500000 Penalty: 2625.069580
	Iteration 49Q: 3 clusters Score -381578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -381578.937500 Penalty: 2625.069580
	Iteration 50Q: 3 clusters Score -381578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -381579.937500 Penalty: 2625.069580
	Iteration 51Q: 3 clusters Score -381579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -381580.843750 Penalty: 2625.069580
	Iteration 52Q: 3 clusters Score -381580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -381580.843750 Penalty: 2625.069580
	Iteration 53F: 3 clusters Score -381580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (101478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Entering Unmasked Estep 
Score: -12540546.000000 Penalty: 1873.234619
	Iteration 0F: 2 clusters Score -1.254055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -12474195.000000 Penalty: 3746.469238
	Iteration 0F: 3 clusters Score -1.24742e+07 nChanged 48576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -12502473.000000 Penalty: 3746.469238
	Iteration 1F: 3 clusters Score -1.250247e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -12503361.000000 Penalty: 3746.469238
	Iteration 2Q: 3 clusters Score -1.250336e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -12504506.000000 Penalty: 3746.469238
	Iteration 3Q: 3 clusters Score -1.250451e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -12505878.000000 Penalty: 3746.469238
	Iteration 4Q: 3 clusters Score -1.250588e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -12507910.000000 Penalty: 3746.469238
	Iteration 5Q: 3 clusters Score -1.250791e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -12510619.000000 Penalty: 3746.469238
	Iteration 6F: 3 clusters Score -1.251062e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -12514055.000000 Penalty: 3746.469238
	Iteration 7F: 3 clusters Score -1.251406e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -12518319.000000 Penalty: 3746.469238
	Iteration 8F: 3 clusters Score -1.251832e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -12522877.000000 Penalty: 3746.469238
	Iteration 9F: 3 clusters Score -1.252288e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -12527524.000000 Penalty: 3746.469238
	Iteration 10F: 3 clusters Score -1.252752e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -12531919.000000 Penalty: 3746.469238
	Iteration 11F: 3 clusters Score -1.253192e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -12535356.000000 Penalty: 3746.469238
	Iteration 12Q: 3 clusters Score -1.253536e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -12537446.000000 Penalty: 3746.469238
	Iteration 13Q: 3 clusters Score -1.253745e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12538530.000000 Penalty: 3746.469238
	Iteration 14Q: 3 clusters Score -1.253853e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12539005.000000 Penalty: 3746.469238
	Iteration 15Q: 3 clusters Score -1.2539e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12539234.000000 Penalty: 3746.469238
	Iteration 16Q: 3 clusters Score -1.253923e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12539373.000000 Penalty: 3746.469238
	Iteration 17Q: 3 clusters Score -1.253937e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12539492.000000 Penalty: 3746.469238
	Iteration 18Q: 3 clusters Score -1.253949e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12539598.000000 Penalty: 3746.469238
	Iteration 19Q: 3 clusters Score -1.25396e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100222 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -12539683.000000 Penalty: 3746.469238
	Iteration 20F: 3 clusters Score -1.253968e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -12539739.000000 Penalty: 3746.469238
	Iteration 21Q: 3 clusters Score -1.253974e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12539769.000000 Penalty: 3746.469238
	Iteration 22Q: 3 clusters Score -1.253977e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12539797.000000 Penalty: 3746.469238
	Iteration 23Q: 3 clusters Score -1.25398e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12539840.000000 Penalty: 3746.469238
	Iteration 24Q: 3 clusters Score -1.253984e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12539846.000000 Penalty: 3746.469238
	Iteration 25Q: 3 clusters Score -1.253985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12539859.000000 Penalty: 3746.469238
	Iteration 26Q: 3 clusters Score -1.253986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12539875.000000 Penalty: 3746.469238
	Iteration 27Q: 3 clusters Score -1.253988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12539877.000000 Penalty: 3746.469238
	Iteration 28Q: 3 clusters Score -1.253988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12539883.000000 Penalty: 3746.469238
	Iteration 29Q: 3 clusters Score -1.253988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12539888.000000 Penalty: 3746.469238
	Iteration 30Q: 3 clusters Score -1.253989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -12539896.000000 Penalty: 3746.469238
	Iteration 31Q: 3 clusters Score -1.25399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12539899.000000 Penalty: 3746.469238
	Iteration 32Q: 3 clusters Score -1.25399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12539885.000000 Penalty: 3746.469238
	Iteration 33Q: 3 clusters Score -1.253988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12539876.000000 Penalty: 3746.469238
	Iteration 34Q: 3 clusters Score -1.253988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12539879.000000 Penalty: 3746.469238
	Iteration 35Q: 3 clusters Score -1.253988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12539879.000000 Penalty: 3746.469238
	Iteration 36Q: 3 clusters Score -1.253988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12539880.000000 Penalty: 3746.469238
	Iteration 37Q: 3 clusters Score -1.253988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12539879.000000 Penalty: 3746.469238
	Iteration 38Q: 3 clusters Score -1.253988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -12539879.000000 Penalty: 3746.469238
	Iteration 39Q: 3 clusters Score -1.253988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12539879.000000 Penalty: 3746.469238
	Iteration 40F: 3 clusters Score -1.253988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Entering Unmasked Estep 
Score: -3260013.750000 Penalty: 1655.536011
	Iteration 0F: 2 clusters Score -3260014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3242130.250000 Penalty: 3311.072021
	Iteration 0F: 3 clusters Score -3242130 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3248808.500000 Penalty: 3311.072021
	Iteration 1F: 3 clusters Score -3248808 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3249131.750000 Penalty: 3311.072021
	Iteration 2Q: 3 clusters Score -3249132 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3249451.750000 Penalty: 3311.072021
	Iteration 3Q: 3 clusters Score -3249452 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3249837.000000 Penalty: 3311.072021
	Iteration 4Q: 3 clusters Score -3249837 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3250357.000000 Penalty: 3311.072021
	Iteration 5Q: 3 clusters Score -3250357 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3251101.750000 Penalty: 3311.072021
	Iteration 6F: 3 clusters Score -3251102 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3252284.250000 Penalty: 3311.072021
	Iteration 7F: 3 clusters Score -3252284 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3253923.250000 Penalty: 3311.072021
	Iteration 8F: 3 clusters Score -3253923 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3255714.250000 Penalty: 3311.072021
	Iteration 9F: 3 clusters Score -3255714 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3257127.750000 Penalty: 3311.072021
	Iteration 10F: 3 clusters Score -3257128 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3257893.250000 Penalty: 3311.072021
	Iteration 11Q: 3 clusters Score -3257893 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3258259.250000 Penalty: 3311.072021
	Iteration 12Q: 3 clusters Score -3258259 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3258438.750000 Penalty: 3311.072021
	Iteration 13Q: 3 clusters Score -3258439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3258513.500000 Penalty: 3311.072021
	Iteration 14Q: 3 clusters Score -3258514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3258560.000000 Penalty: 3311.072021
	Iteration 15Q: 3 clusters Score -3258560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3258576.750000 Penalty: 3311.072021
	Iteration 16Q: 3 clusters Score -3258577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3258585.750000 Penalty: 3311.072021
	Iteration 17Q: 3 clusters Score -3258586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3258598.500000 Penalty: 3311.072021
	Iteration 18Q: 3 clusters Score -3258598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3258611.000000 Penalty: 3311.072021
	Iteration 19Q: 3 clusters Score -3258611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3258617.250000 Penalty: 3311.072021
	Iteration 20F: 3 clusters Score -3258617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3258618.250000 Penalty: 3311.072021
	Iteration 21Q: 3 clusters Score -3258618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3258620.250000 Penalty: 3311.072021
	Iteration 22Q: 3 clusters Score -3258620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3258622.750000 Penalty: 3311.072021
	Iteration 23Q: 3 clusters Score -3258623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3258625.250000 Penalty: 3311.072021
	Iteration 24Q: 3 clusters Score -3258625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3258627.000000 Penalty: 3311.072021
	Iteration 25Q: 3 clusters Score -3258627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3258629.750000 Penalty: 3311.072021
	Iteration 26Q: 3 clusters Score -3258630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3258633.500000 Penalty: 3311.072021
	Iteration 27Q: 3 clusters Score -3258634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3258633.000000 Penalty: 3311.072021
	Iteration 28Q: 3 clusters Score -3258633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3258636.000000 Penalty: 3311.072021
	Iteration 29Q: 3 clusters Score -3258636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3258639.250000 Penalty: 3311.072021
	Iteration 30Q: 3 clusters Score -3258639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3258642.250000 Penalty: 3311.072021
	Iteration 31Q: 3 clusters Score -3258642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3258643.250000 Penalty: 3311.072021
	Iteration 32Q: 3 clusters Score -3258643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3258643.250000 Penalty: 3311.072021
	Iteration 33F: 3 clusters Score -3258643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -60873.664062 Penalty: 1038.686523
	Iteration 0F: 2 clusters Score -60873.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59761.011719 Penalty: 2077.373047
	Iteration 0F: 3 clusters Score -59761.01 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60003.984375 Penalty: 2077.373047
	Iteration 1F: 3 clusters Score -60003.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60088.125000 Penalty: 2077.373047
	Iteration 2F: 3 clusters Score -60088.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60122.816406 Penalty: 2077.373047
	Iteration 3Q: 3 clusters Score -60122.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60150.195312 Penalty: 2077.373047
	Iteration 4Q: 3 clusters Score -60150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60176.023438 Penalty: 2077.373047
	Iteration 5Q: 3 clusters Score -60176.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60186.667969 Penalty: 2077.373047
	Iteration 6Q: 3 clusters Score -60186.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60198.308594 Penalty: 2077.373047
	Iteration 7Q: 3 clusters Score -60198.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60210.988281 Penalty: 2077.373047
	Iteration 8Q: 3 clusters Score -60210.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60229.429688 Penalty: 2077.373047
	Iteration 9Q: 3 clusters Score -60229.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60236.644531 Penalty: 2077.373047
	Iteration 10Q: 3 clusters Score -60236.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60244.550781 Penalty: 2077.373047
	Iteration 11Q: 3 clusters Score -60244.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60273.527344 Penalty: 2077.373047
	Iteration 12Q: 3 clusters Score -60273.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60298.734375 Penalty: 2077.373047
	Iteration 13Q: 3 clusters Score -60298.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60314.363281 Penalty: 2077.373047
	Iteration 14Q: 3 clusters Score -60314.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60326.148438 Penalty: 2077.373047
	Iteration 15Q: 3 clusters Score -60326.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60329.554688 Penalty: 2077.373047
	Iteration 16Q: 3 clusters Score -60329.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60330.152344 Penalty: 2077.373047
	Iteration 17Q: 3 clusters Score -60330.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60333.019531 Penalty: 2077.373047
	Iteration 18F: 3 clusters Score -60333.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60342.390625 Penalty: 2077.373047
	Iteration 19Q: 3 clusters Score -60342.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60367.707031 Penalty: 2077.373047
	Iteration 20F: 3 clusters Score -60367.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60404.031250 Penalty: 2077.373047
	Iteration 21Q: 3 clusters Score -60404.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60421.648438 Penalty: 2077.373047
	Iteration 22Q: 3 clusters Score -60421.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60430.609375 Penalty: 2077.373047
	Iteration 23Q: 3 clusters Score -60430.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60445.078125 Penalty: 2077.373047
	Iteration 24Q: 3 clusters Score -60445.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60461.324219 Penalty: 2077.373047
	Iteration 25Q: 3 clusters Score -60461.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60493.906250 Penalty: 2077.373047
	Iteration 26Q: 3 clusters Score -60493.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60501.957031 Penalty: 2077.373047
	Iteration 27Q: 3 clusters Score -60501.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60506.625000 Penalty: 2077.373047
	Iteration 28Q: 3 clusters Score -60506.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60511.597656 Penalty: 2077.373047
	Iteration 29Q: 3 clusters Score -60511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60513.183594 Penalty: 2077.373047
	Iteration 30Q: 3 clusters Score -60513.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60513.601562 Penalty: 2077.373047
	Iteration 31Q: 3 clusters Score -60513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60513.601562 Penalty: 2077.373047
	Iteration 32F: 3 clusters Score -60513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Entering Unmasked Estep 
Score: -714336.625000 Penalty: 1413.941772
	Iteration 0F: 2 clusters Score -714336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -709724.687500 Penalty: 2827.883545
	Iteration 0F: 3 clusters Score -709724.7 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -711036.875000 Penalty: 2827.883545
	Iteration 1F: 3 clusters Score -711036.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -711217.125000 Penalty: 2827.883545
	Iteration 2F: 3 clusters Score -711217.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -711398.375000 Penalty: 2827.883545
	Iteration 3F: 3 clusters Score -711398.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -711557.937500 Penalty: 2827.883545
	Iteration 4F: 3 clusters Score -711557.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -711693.750000 Penalty: 2827.883545
	Iteration 5Q: 3 clusters Score -711693.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -711812.687500 Penalty: 2827.883545
	Iteration 6Q: 3 clusters Score -711812.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -711934.500000 Penalty: 2827.883545
	Iteration 7Q: 3 clusters Score -711934.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -712053.500000 Penalty: 2827.883545
	Iteration 8Q: 3 clusters Score -712053.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -712168.187500 Penalty: 2827.883545
	Iteration 9Q: 3 clusters Score -712168.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -712275.062500 Penalty: 2827.883545
	Iteration 10Q: 3 clusters Score -712275.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -712398.375000 Penalty: 2827.883545
	Iteration 11Q: 3 clusters Score -712398.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -712507.062500 Penalty: 2827.883545
	Iteration 12Q: 3 clusters Score -712507.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -712596.375000 Penalty: 2827.883545
	Iteration 13Q: 3 clusters Score -712596.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -712681.937500 Penalty: 2827.883545
	Iteration 14Q: 3 clusters Score -712681.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -712758.937500 Penalty: 2827.883545
	Iteration 15Q: 3 clusters Score -712758.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -712821.437500 Penalty: 2827.883545
	Iteration 16Q: 3 clusters Score -712821.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -712874.437500 Penalty: 2827.883545
	Iteration 17Q: 3 clusters Score -712874.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -712920.625000 Penalty: 2827.883545
	Iteration 18Q: 3 clusters Score -712920.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -712957.187500 Penalty: 2827.883545
	Iteration 19Q: 3 clusters Score -712957.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -712987.187500 Penalty: 2827.883545
	Iteration 20F: 3 clusters Score -712987.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -713009.250000 Penalty: 2827.883545
	Iteration 21Q: 3 clusters Score -713009.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -713032.625000 Penalty: 2827.883545
	Iteration 22Q: 3 clusters Score -713032.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -713047.187500 Penalty: 2827.883545
	Iteration 23Q: 3 clusters Score -713047.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -713064.687500 Penalty: 2827.883545
	Iteration 24Q: 3 clusters Score -713064.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -713083.125000 Penalty: 2827.883545
	Iteration 25Q: 3 clusters Score -713083.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -713097.562500 Penalty: 2827.883545
	Iteration 26Q: 3 clusters Score -713097.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -713112.812500 Penalty: 2827.883545
	Iteration 27Q: 3 clusters Score -713112.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -713124.625000 Penalty: 2827.883545
	Iteration 28Q: 3 clusters Score -713124.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -713147.250000 Penalty: 2827.883545
	Iteration 29Q: 3 clusters Score -713147.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -713172.187500 Penalty: 2827.883545
	Iteration 30Q: 3 clusters Score -713172.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -713199.937500 Penalty: 2827.883545
	Iteration 31Q: 3 clusters Score -713199.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -713221.250000 Penalty: 2827.883545
	Iteration 32Q: 3 clusters Score -713221.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -713249.312500 Penalty: 2827.883545
	Iteration 33Q: 3 clusters Score -713249.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -713271.687500 Penalty: 2827.883545
	Iteration 34Q: 3 clusters Score -713271.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -713295.562500 Penalty: 2827.883545
	Iteration 35Q: 3 clusters Score -713295.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -713318.000000 Penalty: 2827.883545
	Iteration 36Q: 3 clusters Score -713318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -713337.937500 Penalty: 2827.883545
	Iteration 37Q: 3 clusters Score -713337.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -713351.000000 Penalty: 2827.883545
	Iteration 38Q: 3 clusters Score -713351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -713362.500000 Penalty: 2827.883545
	Iteration 39Q: 3 clusters Score -713362.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -713373.687500 Penalty: 2827.883545
	Iteration 40F: 3 clusters Score -713373.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -713382.062500 Penalty: 2827.883545
	Iteration 41Q: 3 clusters Score -713382.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -713390.000000 Penalty: 2827.883545
	Iteration 42Q: 3 clusters Score -713390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -713396.937500 Penalty: 2827.883545
	Iteration 43Q: 3 clusters Score -713396.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -713405.312500 Penalty: 2827.883545
	Iteration 44Q: 3 clusters Score -713405.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -713411.187500 Penalty: 2827.883545
	Iteration 45Q: 3 clusters Score -713411.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -713417.187500 Penalty: 2827.883545
	Iteration 46Q: 3 clusters Score -713417.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -713422.687500 Penalty: 2827.883545
	Iteration 47Q: 3 clusters Score -713422.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -713426.312500 Penalty: 2827.883545
	Iteration 48Q: 3 clusters Score -713426.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -713427.625000 Penalty: 2827.883545
	Iteration 49Q: 3 clusters Score -713427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -713429.687500 Penalty: 2827.883545
	Iteration 50Q: 3 clusters Score -713429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -713434.250000 Penalty: 2827.883545
	Iteration 51Q: 3 clusters Score -713434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -713438.000000 Penalty: 2827.883545
	Iteration 52Q: 3 clusters Score -713438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -713441.062500 Penalty: 2827.883545
	Iteration 53Q: 3 clusters Score -713441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -713440.625000 Penalty: 2827.883545
	Iteration 54Q: 3 clusters Score -713440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -713444.625000 Penalty: 2827.883545
	Iteration 55Q: 3 clusters Score -713444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -713443.562500 Penalty: 2827.883545
	Iteration 56Q: 3 clusters Score -713443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -713445.437500 Penalty: 2827.883545
	Iteration 57Q: 3 clusters Score -713445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -713449.250000 Penalty: 2827.883545
	Iteration 58Q: 3 clusters Score -713449.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -713451.812500 Penalty: 2827.883545
	Iteration 59Q: 3 clusters Score -713451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -713453.875000 Penalty: 2827.883545
	Iteration 60F: 3 clusters Score -713453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -713456.250000 Penalty: 2827.883545
	Iteration 61Q: 3 clusters Score -713456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -713456.187500 Penalty: 2827.883545
	Iteration 62Q: 3 clusters Score -713456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -713456.250000 Penalty: 2827.883545
	Iteration 63Q: 3 clusters Score -713456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -713455.812500 Penalty: 2827.883545
	Iteration 64Q: 3 clusters Score -713455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -713455.812500 Penalty: 2827.883545
	Iteration 65F: 3 clusters Score -713455.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -153163.250000 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -153163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -151462.609375 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -151462.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152031.531250 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -152031.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152321.890625 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -152321.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152559.546875 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -152559.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152797.765625 Penalty: 2364.656006
	Iteration 4F: 3 clusters Score -152797.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152996.937500 Penalty: 2364.656006
	Iteration 5F: 3 clusters Score -152996.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153150.312500 Penalty: 2364.656006
	Iteration 6F: 3 clusters Score -153150.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153265.546875 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -153265.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -153345.859375 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -153345.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153369.906250 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -153369.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -153380.437500 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -153380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153391.937500 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -153391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -153398.515625 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -153398.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153414.078125 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -153414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -153426.781250 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -153426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153437.015625 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -153437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -153448.062500 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -153448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -153460.156250 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -153460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153468.359375 Penalty: 2364.656006
	Iteration 18Q: 3 clusters Score -153468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153481.234375 Penalty: 2364.656006
	Iteration 19Q: 3 clusters Score -153481.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -153531.578125 Penalty: 2364.656006
	Iteration 20F: 3 clusters Score -153531.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -153623.156250 Penalty: 2364.656006
	Iteration 21Q: 3 clusters Score -153623.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -153680.015625 Penalty: 2364.656006
	Iteration 22Q: 3 clusters Score -153680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153694.765625 Penalty: 2364.656006
	Iteration 23Q: 3 clusters Score -153694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153701.031250 Penalty: 2364.656006
	Iteration 24Q: 3 clusters Score -153701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -153705.937500 Penalty: 2364.656006
	Iteration 25Q: 3 clusters Score -153705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -153709.000000 Penalty: 2364.656006
	Iteration 26Q: 3 clusters Score -153709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153709.953125 Penalty: 2364.656006
	Iteration 27Q: 3 clusters Score -153710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153713.921875 Penalty: 2364.656006
	Iteration 28Q: 3 clusters Score -153713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153713.921875 Penalty: 2364.656006
	Iteration 29F: 3 clusters Score -153713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 585 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 860 members 
Entering Unmasked Estep 
Score: -141741776.000000 Penalty: 88477.945312
Splitting cluster 13 changes total score from -141742064.000000 to -141741776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (98355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Entering Unmasked Estep 
Score: -12385796.000000 Penalty: 1868.155029
	Iteration 0F: 2 clusters Score -1.23858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -12320405.000000 Penalty: 3736.310059
	Iteration 0F: 3 clusters Score -1.23204e+07 nChanged 47076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -12347892.000000 Penalty: 3736.310059
	Iteration 1F: 3 clusters Score -1.234789e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -12348673.000000 Penalty: 3736.310059
	Iteration 2Q: 3 clusters Score -1.234867e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -12349664.000000 Penalty: 3736.310059
	Iteration 3Q: 3 clusters Score -1.234966e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -12350765.000000 Penalty: 3736.310059
	Iteration 4Q: 3 clusters Score -1.235076e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -12352481.000000 Penalty: 3736.310059
	Iteration 5Q: 3 clusters Score -1.235248e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -12354908.000000 Penalty: 3736.310059
	Iteration 6Q: 3 clusters Score -1.235491e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -12358288.000000 Penalty: 3736.310059
	Iteration 7F: 3 clusters Score -1.235829e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -12362400.000000 Penalty: 3736.310059
	Iteration 8F: 3 clusters Score -1.23624e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -12366420.000000 Penalty: 3736.310059
	Iteration 9F: 3 clusters Score -1.236642e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -12369438.000000 Penalty: 3736.310059
	Iteration 10F: 3 clusters Score -1.236944e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -12371416.000000 Penalty: 3736.310059
	Iteration 11Q: 3 clusters Score -1.237142e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -12372789.000000 Penalty: 3736.310059
	Iteration 12Q: 3 clusters Score -1.237279e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -12373654.000000 Penalty: 3736.310059
	Iteration 13Q: 3 clusters Score -1.237365e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -12374403.000000 Penalty: 3736.310059
	Iteration 14Q: 3 clusters Score -1.23744e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -12375150.000000 Penalty: 3736.310059
	Iteration 15Q: 3 clusters Score -1.237515e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -12375946.000000 Penalty: 3736.310059
	Iteration 16Q: 3 clusters Score -1.237595e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -12376758.000000 Penalty: 3736.310059
	Iteration 17Q: 3 clusters Score -1.237676e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -12377467.000000 Penalty: 3736.310059
	Iteration 18Q: 3 clusters Score -1.237747e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -12378309.000000 Penalty: 3736.310059
	Iteration 19Q: 3 clusters Score -1.237831e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -12379035.000000 Penalty: 3736.310059
	Iteration 20F: 3 clusters Score -1.237904e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -12379764.000000 Penalty: 3736.310059
	Iteration 21Q: 3 clusters Score -1.237976e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -12380485.000000 Penalty: 3736.310059
	Iteration 22Q: 3 clusters Score -1.238048e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -12381080.000000 Penalty: 3736.310059
	Iteration 23Q: 3 clusters Score -1.238108e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -12381662.000000 Penalty: 3736.310059
	Iteration 24Q: 3 clusters Score -1.238166e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -12382113.000000 Penalty: 3736.310059
	Iteration 25Q: 3 clusters Score -1.238211e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -12382507.000000 Penalty: 3736.310059
	Iteration 26Q: 3 clusters Score -1.238251e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -12382841.000000 Penalty: 3736.310059
	Iteration 27Q: 3 clusters Score -1.238284e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -12383099.000000 Penalty: 3736.310059
	Iteration 28Q: 3 clusters Score -1.23831e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -12383307.000000 Penalty: 3736.310059
	Iteration 29Q: 3 clusters Score -1.238331e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -12383512.000000 Penalty: 3736.310059
	Iteration 30Q: 3 clusters Score -1.238351e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -12383631.000000 Penalty: 3736.310059
	Iteration 31Q: 3 clusters Score -1.238363e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -12383761.000000 Penalty: 3736.310059
	Iteration 32Q: 3 clusters Score -1.238376e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -12383858.000000 Penalty: 3736.310059
	Iteration 33Q: 3 clusters Score -1.238386e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -12383918.000000 Penalty: 3736.310059
	Iteration 34Q: 3 clusters Score -1.238392e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -12383962.000000 Penalty: 3736.310059
	Iteration 35Q: 3 clusters Score -1.238396e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -12384018.000000 Penalty: 3736.310059
	Iteration 36Q: 3 clusters Score -1.238402e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -12384090.000000 Penalty: 3736.310059
	Iteration 37Q: 3 clusters Score -1.238409e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -12384113.000000 Penalty: 3736.310059
	Iteration 38Q: 3 clusters Score -1.238411e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -12384141.000000 Penalty: 3736.310059
	Iteration 39Q: 3 clusters Score -1.238414e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -12384184.000000 Penalty: 3736.310059
	Iteration 40F: 3 clusters Score -1.238418e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -12384227.000000 Penalty: 3736.310059
	Iteration 41Q: 3 clusters Score -1.238423e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -12384235.000000 Penalty: 3736.310059
	Iteration 42Q: 3 clusters Score -1.238424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -12384271.000000 Penalty: 3736.310059
	Iteration 43Q: 3 clusters Score -1.238427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -12384268.000000 Penalty: 3736.310059
	Iteration 44Q: 3 clusters Score -1.238427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -12384280.000000 Penalty: 3736.310059
	Iteration 45Q: 3 clusters Score -1.238428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -12384305.000000 Penalty: 3736.310059
	Iteration 46Q: 3 clusters Score -1.23843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -12384299.000000 Penalty: 3736.310059
	Iteration 47Q: 3 clusters Score -1.23843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -12384301.000000 Penalty: 3736.310059
	Iteration 48Q: 3 clusters Score -1.23843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -12384313.000000 Penalty: 3736.310059
	Iteration 49Q: 3 clusters Score -1.238431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -12384342.000000 Penalty: 3736.310059
	Iteration 50Q: 3 clusters Score -1.238434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 96987 members 
Entering Unmasked Estep 
Score: -12384361.000000 Penalty: 3736.310059
	Iteration 51Q: 3 clusters Score -1.238436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -12384375.000000 Penalty: 3736.310059
	Iteration 52Q: 3 clusters Score -1.238438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -12384365.000000 Penalty: 3736.310059
	Iteration 53Q: 3 clusters Score -1.238436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 97006 members 
Entering Unmasked Estep 
Score: -12384368.000000 Penalty: 3736.310059
	Iteration 54Q: 3 clusters Score -1.238437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -12384374.000000 Penalty: 3736.310059
	Iteration 55Q: 3 clusters Score -1.238437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -12384368.000000 Penalty: 3736.310059
	Iteration 56Q: 3 clusters Score -1.238437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
Score: -12384368.000000 Penalty: 3736.310059
	Iteration 57Q: 3 clusters Score -1.238437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -12384364.000000 Penalty: 3736.310059
	Iteration 58Q: 3 clusters Score -1.238436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -12384378.000000 Penalty: 3736.310059
	Iteration 59Q: 3 clusters Score -1.238438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -12384369.000000 Penalty: 3736.310059
	Iteration 60F: 3 clusters Score -1.238437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -12384363.000000 Penalty: 3736.310059
	Iteration 61Q: 3 clusters Score -1.238436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -12384372.000000 Penalty: 3736.310059
	Iteration 62Q: 3 clusters Score -1.238437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -12384373.000000 Penalty: 3736.310059
	Iteration 63Q: 3 clusters Score -1.238437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -12384367.000000 Penalty: 3736.310059
	Iteration 64Q: 3 clusters Score -1.238437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12384369.000000 Penalty: 3736.310059
	Iteration 65Q: 3 clusters Score -1.238437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -12384367.000000 Penalty: 3736.310059
	Iteration 66Q: 3 clusters Score -1.238437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -12384370.000000 Penalty: 3736.310059
	Iteration 67Q: 3 clusters Score -1.238437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -12384373.000000 Penalty: 3736.310059
	Iteration 68Q: 3 clusters Score -1.238437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -12384374.000000 Penalty: 3736.310059
	Iteration 69Q: 3 clusters Score -1.238437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12384367.000000 Penalty: 3736.310059
	Iteration 70Q: 3 clusters Score -1.238437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12384367.000000 Penalty: 3736.310059
	Iteration 71F: 3 clusters Score -1.238437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (114207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Entering Unmasked Estep 
Score: -14451202.000000 Penalty: 1892.437378
	Iteration 0F: 2 clusters Score -1.44512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -14378007.000000 Penalty: 3784.874756
	Iteration 0F: 3 clusters Score -1.437801e+07 nChanged 54507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -14409539.000000 Penalty: 3784.874756
	Iteration 1F: 3 clusters Score -1.440954e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -14410512.000000 Penalty: 3784.874756
	Iteration 2Q: 3 clusters Score -1.441051e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -14411813.000000 Penalty: 3784.874756
	Iteration 3Q: 3 clusters Score -1.441181e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -14413558.000000 Penalty: 3784.874756
	Iteration 4Q: 3 clusters Score -1.441356e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -14416563.000000 Penalty: 3784.874756
	Iteration 5Q: 3 clusters Score -1.441656e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -14421726.000000 Penalty: 3784.874756
	Iteration 6F: 3 clusters Score -1.442173e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -14428832.000000 Penalty: 3784.874756
	Iteration 7F: 3 clusters Score -1.442883e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -14435338.000000 Penalty: 3784.874756
	Iteration 8F: 3 clusters Score -1.443534e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -14438352.000000 Penalty: 3784.874756
	Iteration 9F: 3 clusters Score -1.443835e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -14439434.000000 Penalty: 3784.874756
	Iteration 10Q: 3 clusters Score -1.443943e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -14439933.000000 Penalty: 3784.874756
	Iteration 11Q: 3 clusters Score -1.443993e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -14440345.000000 Penalty: 3784.874756
	Iteration 12Q: 3 clusters Score -1.444034e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -14440674.000000 Penalty: 3784.874756
	Iteration 13Q: 3 clusters Score -1.444067e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -14440991.000000 Penalty: 3784.874756
	Iteration 14Q: 3 clusters Score -1.444099e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -14441264.000000 Penalty: 3784.874756
	Iteration 15Q: 3 clusters Score -1.444126e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -14441431.000000 Penalty: 3784.874756
	Iteration 16Q: 3 clusters Score -1.444143e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -14441617.000000 Penalty: 3784.874756
	Iteration 17Q: 3 clusters Score -1.444162e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -14441843.000000 Penalty: 3784.874756
	Iteration 18Q: 3 clusters Score -1.444184e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -14441946.000000 Penalty: 3784.874756
	Iteration 19Q: 3 clusters Score -1.444195e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -14442100.000000 Penalty: 3784.874756
	Iteration 20F: 3 clusters Score -1.44421e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -14442155.000000 Penalty: 3784.874756
	Iteration 21Q: 3 clusters Score -1.444216e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -14442228.000000 Penalty: 3784.874756
	Iteration 22Q: 3 clusters Score -1.444223e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -14442301.000000 Penalty: 3784.874756
	Iteration 23Q: 3 clusters Score -1.44423e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -14442376.000000 Penalty: 3784.874756
	Iteration 24Q: 3 clusters Score -1.444238e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -14442420.000000 Penalty: 3784.874756
	Iteration 25Q: 3 clusters Score -1.444242e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -14442424.000000 Penalty: 3784.874756
	Iteration 26Q: 3 clusters Score -1.444242e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -14442494.000000 Penalty: 3784.874756
	Iteration 27Q: 3 clusters Score -1.444249e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -14442513.000000 Penalty: 3784.874756
	Iteration 28Q: 3 clusters Score -1.444251e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -14442529.000000 Penalty: 3784.874756
	Iteration 29Q: 3 clusters Score -1.444253e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -14442587.000000 Penalty: 3784.874756
	Iteration 30Q: 3 clusters Score -1.444259e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -14442636.000000 Penalty: 3784.874756
	Iteration 31Q: 3 clusters Score -1.444264e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -14442645.000000 Penalty: 3784.874756
	Iteration 32Q: 3 clusters Score -1.444264e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -14442664.000000 Penalty: 3784.874756
	Iteration 33Q: 3 clusters Score -1.444266e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -14442667.000000 Penalty: 3784.874756
	Iteration 34Q: 3 clusters Score -1.444267e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -14442656.000000 Penalty: 3784.874756
	Iteration 35Q: 3 clusters Score -1.444266e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -14442740.000000 Penalty: 3784.874756
	Iteration 36Q: 3 clusters Score -1.444274e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -14442768.000000 Penalty: 3784.874756
	Iteration 37Q: 3 clusters Score -1.444277e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -14442776.000000 Penalty: 3784.874756
	Iteration 38Q: 3 clusters Score -1.444278e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -14442830.000000 Penalty: 3784.874756
	Iteration 39Q: 3 clusters Score -1.444283e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -14442837.000000 Penalty: 3784.874756
	Iteration 40F: 3 clusters Score -1.444284e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -14442841.000000 Penalty: 3784.874756
	Iteration 41Q: 3 clusters Score -1.444284e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -14442867.000000 Penalty: 3784.874756
	Iteration 42Q: 3 clusters Score -1.444287e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -14442836.000000 Penalty: 3784.874756
	Iteration 43Q: 3 clusters Score -1.444284e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -14442846.000000 Penalty: 3784.874756
	Iteration 44Q: 3 clusters Score -1.444285e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -14442866.000000 Penalty: 3784.874756
	Iteration 45Q: 3 clusters Score -1.444287e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -14442850.000000 Penalty: 3784.874756
	Iteration 46Q: 3 clusters Score -1.444285e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -14442863.000000 Penalty: 3784.874756
	Iteration 47Q: 3 clusters Score -1.444286e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -14442852.000000 Penalty: 3784.874756
	Iteration 48Q: 3 clusters Score -1.444285e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -14442854.000000 Penalty: 3784.874756
	Iteration 49Q: 3 clusters Score -1.444285e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -14442839.000000 Penalty: 3784.874756
	Iteration 50Q: 3 clusters Score -1.444284e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -14442812.000000 Penalty: 3784.874756
	Iteration 51Q: 3 clusters Score -1.444281e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -14442829.000000 Penalty: 3784.874756
	Iteration 52Q: 3 clusters Score -1.444283e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -14442810.000000 Penalty: 3784.874756
	Iteration 53Q: 3 clusters Score -1.444281e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -14442859.000000 Penalty: 3784.874756
	Iteration 54Q: 3 clusters Score -1.444286e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -14442878.000000 Penalty: 3784.874756
	Iteration 55Q: 3 clusters Score -1.444288e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -14442885.000000 Penalty: 3784.874756
	Iteration 56Q: 3 clusters Score -1.444288e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -14442883.000000 Penalty: 3784.874756
	Iteration 57Q: 3 clusters Score -1.444288e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -14442876.000000 Penalty: 3784.874756
	Iteration 58Q: 3 clusters Score -1.444288e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -14442875.000000 Penalty: 3784.874756
	Iteration 59Q: 3 clusters Score -1.444288e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -14442912.000000 Penalty: 3784.874756
	Iteration 60F: 3 clusters Score -1.444291e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -14442910.000000 Penalty: 3784.874756
	Iteration 61Q: 3 clusters Score -1.444291e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -14442947.000000 Penalty: 3784.874756
	Iteration 62Q: 3 clusters Score -1.444295e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -14442939.000000 Penalty: 3784.874756
	Iteration 63Q: 3 clusters Score -1.444294e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -14442962.000000 Penalty: 3784.874756
	Iteration 64Q: 3 clusters Score -1.444296e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -14442970.000000 Penalty: 3784.874756
	Iteration 65Q: 3 clusters Score -1.444297e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -14442941.000000 Penalty: 3784.874756
	Iteration 66Q: 3 clusters Score -1.444294e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -14442944.000000 Penalty: 3784.874756
	Iteration 67Q: 3 clusters Score -1.444294e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -14442972.000000 Penalty: 3784.874756
	Iteration 68Q: 3 clusters Score -1.444297e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -14442965.000000 Penalty: 3784.874756
	Iteration 69Q: 3 clusters Score -1.444296e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -14442981.000000 Penalty: 3784.874756
	Iteration 70Q: 3 clusters Score -1.444298e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -14442973.000000 Penalty: 3784.874756
	Iteration 71Q: 3 clusters Score -1.444297e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -14442981.000000 Penalty: 3784.874756
	Iteration 72Q: 3 clusters Score -1.444298e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -14442953.000000 Penalty: 3784.874756
	Iteration 73Q: 3 clusters Score -1.444295e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -14442958.000000 Penalty: 3784.874756
	Iteration 74Q: 3 clusters Score -1.444296e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -14442932.000000 Penalty: 3784.874756
	Iteration 75Q: 3 clusters Score -1.444293e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -14442969.000000 Penalty: 3784.874756
	Iteration 76Q: 3 clusters Score -1.444297e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -14442941.000000 Penalty: 3784.874756
	Iteration 77Q: 3 clusters Score -1.444294e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -14442928.000000 Penalty: 3784.874756
	Iteration 78Q: 3 clusters Score -1.444293e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -14442956.000000 Penalty: 3784.874756
	Iteration 79Q: 3 clusters Score -1.444296e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -14442951.000000 Penalty: 3784.874756
	Iteration 80F: 3 clusters Score -1.444295e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -14442939.000000 Penalty: 3784.874756
	Iteration 81Q: 3 clusters Score -1.444294e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -14442927.000000 Penalty: 3784.874756
	Iteration 82Q: 3 clusters Score -1.444293e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -14442944.000000 Penalty: 3784.874756
	Iteration 83Q: 3 clusters Score -1.444294e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -14442968.000000 Penalty: 3784.874756
	Iteration 84Q: 3 clusters Score -1.444297e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -14442927.000000 Penalty: 3784.874756
	Iteration 85Q: 3 clusters Score -1.444293e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -14442907.000000 Penalty: 3784.874756
	Iteration 86Q: 3 clusters Score -1.444291e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -14442909.000000 Penalty: 3784.874756
	Iteration 87Q: 3 clusters Score -1.444291e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -14442915.000000 Penalty: 3784.874756
	Iteration 88Q: 3 clusters Score -1.444292e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -14442905.000000 Penalty: 3784.874756
	Iteration 89Q: 3 clusters Score -1.44429e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -14442913.000000 Penalty: 3784.874756
	Iteration 90Q: 3 clusters Score -1.444291e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -14442867.000000 Penalty: 3784.874756
	Iteration 91Q: 3 clusters Score -1.444287e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -14442875.000000 Penalty: 3784.874756
	Iteration 92Q: 3 clusters Score -1.444288e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -14442865.000000 Penalty: 3784.874756
	Iteration 93Q: 3 clusters Score -1.444286e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -14442856.000000 Penalty: 3784.874756
	Iteration 94Q: 3 clusters Score -1.444286e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -14442890.000000 Penalty: 3784.874756
	Iteration 95Q: 3 clusters Score -1.444289e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -14442882.000000 Penalty: 3784.874756
	Iteration 96Q: 3 clusters Score -1.444288e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -14442886.000000 Penalty: 3784.874756
	Iteration 97Q: 3 clusters Score -1.444289e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -14442868.000000 Penalty: 3784.874756
	Iteration 98Q: 3 clusters Score -1.444287e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -14442826.000000 Penalty: 3784.874756
	Iteration 99Q: 3 clusters Score -1.444283e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -14442825.000000 Penalty: 3784.874756
	Iteration 100F: 3 clusters Score -1.444282e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -14442847.000000 Penalty: 3784.874756
	Iteration 101Q: 3 clusters Score -1.444285e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -14442840.000000 Penalty: 3784.874756
	Iteration 102Q: 3 clusters Score -1.444284e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -14442857.000000 Penalty: 3784.874756
	Iteration 103Q: 3 clusters Score -1.444286e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -14442862.000000 Penalty: 3784.874756
	Iteration 104Q: 3 clusters Score -1.444286e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -14442860.000000 Penalty: 3784.874756
	Iteration 105Q: 3 clusters Score -1.444286e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -14442851.000000 Penalty: 3784.874756
	Iteration 106Q: 3 clusters Score -1.444285e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -14442861.000000 Penalty: 3784.874756
	Iteration 107Q: 3 clusters Score -1.444286e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -14442865.000000 Penalty: 3784.874756
	Iteration 108Q: 3 clusters Score -1.444286e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -14442853.000000 Penalty: 3784.874756
	Iteration 109Q: 3 clusters Score -1.444285e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -14442828.000000 Penalty: 3784.874756
	Iteration 110Q: 3 clusters Score -1.444283e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -14442844.000000 Penalty: 3784.874756
	Iteration 111Q: 3 clusters Score -1.444284e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -14442839.000000 Penalty: 3784.874756
	Iteration 112Q: 3 clusters Score -1.444284e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -14442854.000000 Penalty: 3784.874756
	Iteration 113Q: 3 clusters Score -1.444285e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -14442854.000000 Penalty: 3784.874756
	Iteration 114Q: 3 clusters Score -1.444285e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -14442867.000000 Penalty: 3784.874756
	Iteration 115Q: 3 clusters Score -1.444287e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -14442873.000000 Penalty: 3784.874756
	Iteration 116Q: 3 clusters Score -1.444287e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -14442868.000000 Penalty: 3784.874756
	Iteration 117Q: 3 clusters Score -1.444287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -14442882.000000 Penalty: 3784.874756
	Iteration 118Q: 3 clusters Score -1.444288e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -14442865.000000 Penalty: 3784.874756
	Iteration 119Q: 3 clusters Score -1.444286e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -14442868.000000 Penalty: 3784.874756
	Iteration 120F: 3 clusters Score -1.444287e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -14442855.000000 Penalty: 3784.874756
	Iteration 121Q: 3 clusters Score -1.444286e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -14442873.000000 Penalty: 3784.874756
	Iteration 122Q: 3 clusters Score -1.444287e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -14442846.000000 Penalty: 3784.874756
	Iteration 123Q: 3 clusters Score -1.444285e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -14442806.000000 Penalty: 3784.874756
	Iteration 124Q: 3 clusters Score -1.444281e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -14442825.000000 Penalty: 3784.874756
	Iteration 125Q: 3 clusters Score -1.444282e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -14442829.000000 Penalty: 3784.874756
	Iteration 126Q: 3 clusters Score -1.444283e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -14442834.000000 Penalty: 3784.874756
	Iteration 127Q: 3 clusters Score -1.444283e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -14442791.000000 Penalty: 3784.874756
	Iteration 128Q: 3 clusters Score -1.444279e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -14442819.000000 Penalty: 3784.874756
	Iteration 129Q: 3 clusters Score -1.444282e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -14442837.000000 Penalty: 3784.874756
	Iteration 130Q: 3 clusters Score -1.444284e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -14442836.000000 Penalty: 3784.874756
	Iteration 131Q: 3 clusters Score -1.444284e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -14442813.000000 Penalty: 3784.874756
	Iteration 132Q: 3 clusters Score -1.444281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -14442863.000000 Penalty: 3784.874756
	Iteration 133Q: 3 clusters Score -1.444286e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -14442842.000000 Penalty: 3784.874756
	Iteration 134Q: 3 clusters Score -1.444284e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -14442861.000000 Penalty: 3784.874756
	Iteration 135Q: 3 clusters Score -1.444286e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -14442872.000000 Penalty: 3784.874756
	Iteration 136Q: 3 clusters Score -1.444287e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -14442849.000000 Penalty: 3784.874756
	Iteration 137Q: 3 clusters Score -1.444285e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -14442846.000000 Penalty: 3784.874756
	Iteration 138Q: 3 clusters Score -1.444285e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -14442821.000000 Penalty: 3784.874756
	Iteration 139Q: 3 clusters Score -1.444282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -14442819.000000 Penalty: 3784.874756
	Iteration 140F: 3 clusters Score -1.444282e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -14442828.000000 Penalty: 3784.874756
	Iteration 141Q: 3 clusters Score -1.444283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -14442797.000000 Penalty: 3784.874756
	Iteration 142Q: 3 clusters Score -1.44428e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -14442788.000000 Penalty: 3784.874756
	Iteration 143Q: 3 clusters Score -1.444279e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -14442792.000000 Penalty: 3784.874756
	Iteration 144Q: 3 clusters Score -1.444279e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -14442802.000000 Penalty: 3784.874756
	Iteration 145Q: 3 clusters Score -1.44428e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -14442783.000000 Penalty: 3784.874756
	Iteration 146Q: 3 clusters Score -1.444278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -14442792.000000 Penalty: 3784.874756
	Iteration 147Q: 3 clusters Score -1.444279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -14442775.000000 Penalty: 3784.874756
	Iteration 148Q: 3 clusters Score -1.444278e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -14442775.000000 Penalty: 3784.874756
	Iteration 149Q: 3 clusters Score -1.444278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -14442773.000000 Penalty: 3784.874756
	Iteration 150Q: 3 clusters Score -1.444277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -14442772.000000 Penalty: 3784.874756
	Iteration 151Q: 3 clusters Score -1.444277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -14442769.000000 Penalty: 3784.874756
	Iteration 152Q: 3 clusters Score -1.444277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -14442769.000000 Penalty: 3784.874756
	Iteration 153Q: 3 clusters Score -1.444277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -14442769.000000 Penalty: 3784.874756
	Iteration 154Q: 3 clusters Score -1.444277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -14442755.000000 Penalty: 3784.874756
	Iteration 155Q: 3 clusters Score -1.444276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -14442762.000000 Penalty: 3784.874756
	Iteration 156Q: 3 clusters Score -1.444276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -14442753.000000 Penalty: 3784.874756
	Iteration 157Q: 3 clusters Score -1.444275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -14442753.000000 Penalty: 3784.874756
	Iteration 158Q: 3 clusters Score -1.444275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -14442748.000000 Penalty: 3784.874756
	Iteration 159Q: 3 clusters Score -1.444275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -14442741.000000 Penalty: 3784.874756
	Iteration 160F: 3 clusters Score -1.444274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -14442750.000000 Penalty: 3784.874756
	Iteration 161Q: 3 clusters Score -1.444275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -14442758.000000 Penalty: 3784.874756
	Iteration 162Q: 3 clusters Score -1.444276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -14442762.000000 Penalty: 3784.874756
	Iteration 163Q: 3 clusters Score -1.444276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -14442767.000000 Penalty: 3784.874756
	Iteration 164Q: 3 clusters Score -1.444277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -14442757.000000 Penalty: 3784.874756
	Iteration 165Q: 3 clusters Score -1.444276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -14442770.000000 Penalty: 3784.874756
	Iteration 166Q: 3 clusters Score -1.444277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -14442770.000000 Penalty: 3784.874756
	Iteration 167F: 3 clusters Score -1.444277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Entering Unmasked Estep 
Score: -4811599.000000 Penalty: 1713.284058
	Iteration 0F: 2 clusters Score -4811599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4786102.000000 Penalty: 3426.568115
	Iteration 0F: 3 clusters Score -4786102 nChanged 17683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4796013.500000 Penalty: 3426.568115
	Iteration 1F: 3 clusters Score -4796014 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4796511.000000 Penalty: 3426.568115
	Iteration 2Q: 3 clusters Score -4796511 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -4797148.000000 Penalty: 3426.568115
	Iteration 3Q: 3 clusters Score -4797148 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4798025.000000 Penalty: 3426.568115
	Iteration 4F: 3 clusters Score -4798025 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4799242.500000 Penalty: 3426.568115
	Iteration 5F: 3 clusters Score -4799242 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4801032.000000 Penalty: 3426.568115
	Iteration 6F: 3 clusters Score -4801032 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4803280.000000 Penalty: 3426.568115
	Iteration 7F: 3 clusters Score -4803280 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4805624.000000 Penalty: 3426.568115
	Iteration 8F: 3 clusters Score -4805624 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4807495.000000 Penalty: 3426.568115
	Iteration 9F: 3 clusters Score -4807495 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4808681.000000 Penalty: 3426.568115
	Iteration 10Q: 3 clusters Score -4808681 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4809369.000000 Penalty: 3426.568115
	Iteration 11Q: 3 clusters Score -4809369 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4809717.500000 Penalty: 3426.568115
	Iteration 12Q: 3 clusters Score -4809718 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4809909.500000 Penalty: 3426.568115
	Iteration 13Q: 3 clusters Score -4809910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4810038.500000 Penalty: 3426.568115
	Iteration 14Q: 3 clusters Score -4810038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4810111.000000 Penalty: 3426.568115
	Iteration 15Q: 3 clusters Score -4810111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4810156.000000 Penalty: 3426.568115
	Iteration 16Q: 3 clusters Score -4810156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4810194.000000 Penalty: 3426.568115
	Iteration 17Q: 3 clusters Score -4810194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4810208.500000 Penalty: 3426.568115
	Iteration 18Q: 3 clusters Score -4810208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4810221.000000 Penalty: 3426.568115
	Iteration 19Q: 3 clusters Score -4810221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4810232.000000 Penalty: 3426.568115
	Iteration 20F: 3 clusters Score -4810232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4810248.500000 Penalty: 3426.568115
	Iteration 21Q: 3 clusters Score -4810248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4810248.000000 Penalty: 3426.568115
	Iteration 22Q: 3 clusters Score -4810248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4810251.500000 Penalty: 3426.568115
	Iteration 23Q: 3 clusters Score -4810252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4810254.000000 Penalty: 3426.568115
	Iteration 24Q: 3 clusters Score -4810254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4810265.500000 Penalty: 3426.568115
	Iteration 25Q: 3 clusters Score -4810266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4810263.500000 Penalty: 3426.568115
	Iteration 26Q: 3 clusters Score -4810264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4810264.500000 Penalty: 3426.568115
	Iteration 27Q: 3 clusters Score -4810264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4810264.500000 Penalty: 3426.568115
	Iteration 28Q: 3 clusters Score -4810264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4810267.000000 Penalty: 3426.568115
	Iteration 29Q: 3 clusters Score -4810267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4810272.000000 Penalty: 3426.568115
	Iteration 30Q: 3 clusters Score -4810272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4810280.000000 Penalty: 3426.568115
	Iteration 31Q: 3 clusters Score -4810280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4810279.500000 Penalty: 3426.568115
	Iteration 32Q: 3 clusters Score -4810280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4810285.000000 Penalty: 3426.568115
	Iteration 33Q: 3 clusters Score -4810285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4810288.500000 Penalty: 3426.568115
	Iteration 34Q: 3 clusters Score -4810288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4810288.500000 Penalty: 3426.568115
	Iteration 35F: 3 clusters Score -4810288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -38928.187500 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -38928.19 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 254 members 
Entering Unmasked Estep 
Score: -37957.312500 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -37957.31 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38383.019531 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -38383.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38978.609375 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -38978.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39343.855469 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -39343.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39498.195312 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -39498.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39625.515625 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -39625.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39698.261719 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -39698.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39738.613281 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -39738.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39756.636719 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -39756.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39793.230469 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -39793.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39821.496094 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -39821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39825.859375 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -39825.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39827.960938 Penalty: 2012.517700
	Iteration 12F: 3 clusters Score -39827.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39838.855469 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -39838.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39838.855469 Penalty: 2012.517700
	Iteration 14F: 3 clusters Score -39838.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 273 members 
Entering Unmasked Estep 
Score: -141741920.000000 Penalty: 88477.945312
Splitting cluster 17 changes total score from -141742064.000000 to -141741920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Entering Unmasked Estep 
Score: -1322539.500000 Penalty: 1507.947998
	Iteration 0F: 2 clusters Score -1322540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1314875.875000 Penalty: 3015.895996
	Iteration 0F: 3 clusters Score -1314876 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1317477.750000 Penalty: 3015.895996
	Iteration 1F: 3 clusters Score -1317478 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1317874.500000 Penalty: 3015.895996
	Iteration 2F: 3 clusters Score -1317874 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1318280.125000 Penalty: 3015.895996
	Iteration 3F: 3 clusters Score -1318280 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1318732.375000 Penalty: 3015.895996
	Iteration 4F: 3 clusters Score -1318732 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1319173.125000 Penalty: 3015.895996
	Iteration 5F: 3 clusters Score -1319173 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1319595.500000 Penalty: 3015.895996
	Iteration 6F: 3 clusters Score -1319596 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1320019.750000 Penalty: 3015.895996
	Iteration 7F: 3 clusters Score -1320020 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1320460.375000 Penalty: 3015.895996
	Iteration 8F: 3 clusters Score -1320460 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1320867.250000 Penalty: 3015.895996
	Iteration 9Q: 3 clusters Score -1320867 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1321212.375000 Penalty: 3015.895996
	Iteration 10Q: 3 clusters Score -1321212 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1321499.750000 Penalty: 3015.895996
	Iteration 11Q: 3 clusters Score -1321500 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1321686.375000 Penalty: 3015.895996
	Iteration 12Q: 3 clusters Score -1321686 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1321790.750000 Penalty: 3015.895996
	Iteration 13Q: 3 clusters Score -1321791 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1321843.875000 Penalty: 3015.895996
	Iteration 14Q: 3 clusters Score -1321844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1321881.000000 Penalty: 3015.895996
	Iteration 15Q: 3 clusters Score -1321881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1321920.125000 Penalty: 3015.895996
	Iteration 16Q: 3 clusters Score -1321920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1321954.125000 Penalty: 3015.895996
	Iteration 17Q: 3 clusters Score -1321954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1321976.875000 Penalty: 3015.895996
	Iteration 18Q: 3 clusters Score -1321977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1321995.500000 Penalty: 3015.895996
	Iteration 19Q: 3 clusters Score -1321996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1322008.125000 Penalty: 3015.895996
	Iteration 20F: 3 clusters Score -1322008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1322021.375000 Penalty: 3015.895996
	Iteration 21Q: 3 clusters Score -1322021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1322028.125000 Penalty: 3015.895996
	Iteration 22Q: 3 clusters Score -1322028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1322038.500000 Penalty: 3015.895996
	Iteration 23Q: 3 clusters Score -1322038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1322042.625000 Penalty: 3015.895996
	Iteration 24Q: 3 clusters Score -1322043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1322043.375000 Penalty: 3015.895996
	Iteration 25Q: 3 clusters Score -1322043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1322044.500000 Penalty: 3015.895996
	Iteration 26Q: 3 clusters Score -1322044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1322042.375000 Penalty: 3015.895996
	Iteration 27Q: 3 clusters Score -1322042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1322042.375000 Penalty: 3015.895996
	Iteration 28F: 3 clusters Score -1322042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (113648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113648 members 
Entering Unmasked Estep 
Score: -14407416.000000 Penalty: 1891.640015
	Iteration 0F: 2 clusters Score -1.440742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -14334994.000000 Penalty: 3783.280029
	Iteration 0F: 3 clusters Score -1.433499e+07 nChanged 54764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -14366357.000000 Penalty: 3783.280029
	Iteration 1F: 3 clusters Score -1.436636e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -14367033.000000 Penalty: 3783.280029
	Iteration 2Q: 3 clusters Score -1.436703e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -14367950.000000 Penalty: 3783.280029
	Iteration 3Q: 3 clusters Score -1.436795e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -14369647.000000 Penalty: 3783.280029
	Iteration 4Q: 3 clusters Score -1.436965e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -14372504.000000 Penalty: 3783.280029
	Iteration 5F: 3 clusters Score -1.43725e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -14377433.000000 Penalty: 3783.280029
	Iteration 6F: 3 clusters Score -1.437743e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -14384761.000000 Penalty: 3783.280029
	Iteration 7F: 3 clusters Score -1.438476e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -14392857.000000 Penalty: 3783.280029
	Iteration 8F: 3 clusters Score -1.439286e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -14398859.000000 Penalty: 3783.280029
	Iteration 9F: 3 clusters Score -1.439886e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -14402342.000000 Penalty: 3783.280029
	Iteration 10Q: 3 clusters Score -1.440234e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -14404351.000000 Penalty: 3783.280029
	Iteration 11Q: 3 clusters Score -1.440435e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -14405443.000000 Penalty: 3783.280029
	Iteration 12Q: 3 clusters Score -1.440544e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -14405981.000000 Penalty: 3783.280029
	Iteration 13Q: 3 clusters Score -1.440598e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -14406259.000000 Penalty: 3783.280029
	Iteration 14Q: 3 clusters Score -1.440626e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -14406431.000000 Penalty: 3783.280029
	Iteration 15Q: 3 clusters Score -1.440643e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -14406514.000000 Penalty: 3783.280029
	Iteration 16Q: 3 clusters Score -1.440651e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111382 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -14406533.000000 Penalty: 3783.280029
	Iteration 17Q: 3 clusters Score -1.440653e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -14406569.000000 Penalty: 3783.280029
	Iteration 18Q: 3 clusters Score -1.440657e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -14406593.000000 Penalty: 3783.280029
	Iteration 19Q: 3 clusters Score -1.440659e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -14406557.000000 Penalty: 3783.280029
	Iteration 20F: 3 clusters Score -1.440656e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112299 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14406562.000000 Penalty: 3783.280029
	Iteration 21Q: 3 clusters Score -1.440656e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112402 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -14406518.000000 Penalty: 3783.280029
	Iteration 22Q: 3 clusters Score -1.440652e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -14406543.000000 Penalty: 3783.280029
	Iteration 23Q: 3 clusters Score -1.440654e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112526 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -14406531.000000 Penalty: 3783.280029
	Iteration 24Q: 3 clusters Score -1.440653e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14406515.000000 Penalty: 3783.280029
	Iteration 25Q: 3 clusters Score -1.440652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14406479.000000 Penalty: 3783.280029
	Iteration 26Q: 3 clusters Score -1.440648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14406479.000000 Penalty: 3783.280029
	Iteration 27Q: 3 clusters Score -1.440648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -14406493.000000 Penalty: 3783.280029
	Iteration 28Q: 3 clusters Score -1.440649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112647 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14406488.000000 Penalty: 3783.280029
	Iteration 29Q: 3 clusters Score -1.440649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14406470.000000 Penalty: 3783.280029
	Iteration 30Q: 3 clusters Score -1.440647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14406476.000000 Penalty: 3783.280029
	Iteration 31Q: 3 clusters Score -1.440648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14406461.000000 Penalty: 3783.280029
	Iteration 32Q: 3 clusters Score -1.440646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -14406457.000000 Penalty: 3783.280029
	Iteration 33Q: 3 clusters Score -1.440646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14406461.000000 Penalty: 3783.280029
	Iteration 34Q: 3 clusters Score -1.440646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112681 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -14406450.000000 Penalty: 3783.280029
	Iteration 35Q: 3 clusters Score -1.440645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -14406458.000000 Penalty: 3783.280029
	Iteration 36Q: 3 clusters Score -1.440646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -14406458.000000 Penalty: 3783.280029
	Iteration 37F: 3 clusters Score -1.440646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -699777.875000 Penalty: 1407.853638
	Iteration 0F: 2 clusters Score -699777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -695284.562500 Penalty: 2815.707275
	Iteration 0F: 3 clusters Score -695284.6 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -696568.437500 Penalty: 2815.707275
	Iteration 1F: 3 clusters Score -696568.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -696808.562500 Penalty: 2815.707275
	Iteration 2F: 3 clusters Score -696808.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -697044.250000 Penalty: 2815.707275
	Iteration 3F: 3 clusters Score -697044.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -697316.375000 Penalty: 2815.707275
	Iteration 4F: 3 clusters Score -697316.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -697626.812500 Penalty: 2815.707275
	Iteration 5F: 3 clusters Score -697626.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -697912.562500 Penalty: 2815.707275
	Iteration 6F: 3 clusters Score -697912.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -698188.625000 Penalty: 2815.707275
	Iteration 7F: 3 clusters Score -698188.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -698412.812500 Penalty: 2815.707275
	Iteration 8Q: 3 clusters Score -698412.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -698602.562500 Penalty: 2815.707275
	Iteration 9Q: 3 clusters Score -698602.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -698766.125000 Penalty: 2815.707275
	Iteration 10Q: 3 clusters Score -698766.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -698911.812500 Penalty: 2815.707275
	Iteration 11Q: 3 clusters Score -698911.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -698990.937500 Penalty: 2815.707275
	Iteration 12Q: 3 clusters Score -698990.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -699016.125000 Penalty: 2815.707275
	Iteration 13Q: 3 clusters Score -699016.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -699029.750000 Penalty: 2815.707275
	Iteration 14Q: 3 clusters Score -699029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -699039.437500 Penalty: 2815.707275
	Iteration 15Q: 3 clusters Score -699039.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -699047.062500 Penalty: 2815.707275
	Iteration 16Q: 3 clusters Score -699047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -699049.250000 Penalty: 2815.707275
	Iteration 17Q: 3 clusters Score -699049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -699050.937500 Penalty: 2815.707275
	Iteration 18Q: 3 clusters Score -699050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -699051.375000 Penalty: 2815.707275
	Iteration 19Q: 3 clusters Score -699051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -699053.000000 Penalty: 2815.707275
	Iteration 20F: 3 clusters Score -699053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -699054.562500 Penalty: 2815.707275
	Iteration 21Q: 3 clusters Score -699054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -699056.125000 Penalty: 2815.707275
	Iteration 22Q: 3 clusters Score -699056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -699057.187500 Penalty: 2815.707275
	Iteration 23Q: 3 clusters Score -699057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -699055.812500 Penalty: 2815.707275
	Iteration 24Q: 3 clusters Score -699055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -699057.250000 Penalty: 2815.707275
	Iteration 25Q: 3 clusters Score -699057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -699058.687500 Penalty: 2815.707275
	Iteration 26Q: 3 clusters Score -699058.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -699058.687500 Penalty: 2815.707275
	Iteration 27F: 3 clusters Score -699058.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -28814.193359 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -28814.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27954.753906 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -27954.75 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28422.517578 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -28422.52 nChanged 52
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: -28707.246094 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -28707.25 nChanged 29
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: -28950.486328 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -28950.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29057.630859 Penalty: 1984.057739
	Iteration 4F: 3 clusters Score -29057.63 nChanged 8
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: -29112.267578 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -29112.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29138.580078 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -29138.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29168.830078 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -29168.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29174.587891 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -29174.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29176.496094 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -29176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29178.107422 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -29178.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29178.107422 Penalty: 1984.057739
	Iteration 11F: 3 clusters Score -29178.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 267 members 
Entering Unmasked Estep 
Score: -141741328.000000 Penalty: 88477.945312
Splitting cluster 21 changes total score from -141742064.000000 to -141741328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (63514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Entering Unmasked Estep 
Score: -8015936.500000 Penalty: 1797.089966
	Iteration 0F: 2 clusters Score -8015936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -7973663.000000 Penalty: 3594.179932
	Iteration 0F: 3 clusters Score -7973663 nChanged 30039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -7990819.500000 Penalty: 3594.179932
	Iteration 1F: 3 clusters Score -7990820 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -7991515.000000 Penalty: 3594.179932
	Iteration 2Q: 3 clusters Score -7991515 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -7992589.500000 Penalty: 3594.179932
	Iteration 3Q: 3 clusters Score -7992590 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -7994317.500000 Penalty: 3594.179932
	Iteration 4F: 3 clusters Score -7994318 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -7997320.500000 Penalty: 3594.179932
	Iteration 5F: 3 clusters Score -7997320 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -8001699.000000 Penalty: 3594.179932
	Iteration 6F: 3 clusters Score -8001699 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -8006750.000000 Penalty: 3594.179932
	Iteration 7F: 3 clusters Score -8006750 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -8010780.000000 Penalty: 3594.179932
	Iteration 8F: 3 clusters Score -8010780 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8012868.000000 Penalty: 3594.179932
	Iteration 9Q: 3 clusters Score -8012868 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8013852.000000 Penalty: 3594.179932
	Iteration 10Q: 3 clusters Score -8013852 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8014243.500000 Penalty: 3594.179932
	Iteration 11Q: 3 clusters Score -8014244 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8014418.500000 Penalty: 3594.179932
	Iteration 12Q: 3 clusters Score -8014418 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8014491.500000 Penalty: 3594.179932
	Iteration 13Q: 3 clusters Score -8014492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8014550.500000 Penalty: 3594.179932
	Iteration 14Q: 3 clusters Score -8014550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8014579.500000 Penalty: 3594.179932
	Iteration 15Q: 3 clusters Score -8014580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8014624.500000 Penalty: 3594.179932
	Iteration 16Q: 3 clusters Score -8014624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8014646.000000 Penalty: 3594.179932
	Iteration 17Q: 3 clusters Score -8014646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8014662.000000 Penalty: 3594.179932
	Iteration 18Q: 3 clusters Score -8014662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8014680.000000 Penalty: 3594.179932
	Iteration 19Q: 3 clusters Score -8014680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8014692.500000 Penalty: 3594.179932
	Iteration 20F: 3 clusters Score -8014692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8014694.500000 Penalty: 3594.179932
	Iteration 21Q: 3 clusters Score -8014694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8014695.500000 Penalty: 3594.179932
	Iteration 22Q: 3 clusters Score -8014696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8014695.000000 Penalty: 3594.179932
	Iteration 23Q: 3 clusters Score -8014695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8014691.500000 Penalty: 3594.179932
	Iteration 24Q: 3 clusters Score -8014692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8014696.000000 Penalty: 3594.179932
	Iteration 25Q: 3 clusters Score -8014696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8014701.000000 Penalty: 3594.179932
	Iteration 26Q: 3 clusters Score -8014701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8014696.500000 Penalty: 3594.179932
	Iteration 27Q: 3 clusters Score -8014696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8014691.500000 Penalty: 3594.179932
	Iteration 28Q: 3 clusters Score -8014692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8014694.500000 Penalty: 3594.179932
	Iteration 29Q: 3 clusters Score -8014694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8014692.000000 Penalty: 3594.179932
	Iteration 30Q: 3 clusters Score -8014692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8014688.500000 Penalty: 3594.179932
	Iteration 31Q: 3 clusters Score -8014688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8014688.500000 Penalty: 3594.179932
	Iteration 32F: 3 clusters Score -8014688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -284745.125000 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -284745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282444.062500 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -282444.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -283103.843750 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -283103.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -283326.562500 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -283326.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283510.687500 Penalty: 2522.567139
	Iteration 3F: 3 clusters Score -283510.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283638.718750 Penalty: 2522.567139
	Iteration 4F: 3 clusters Score -283638.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -283723.437500 Penalty: 2522.567139
	Iteration 5Q: 3 clusters Score -283723.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283807.562500 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -283807.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283899.968750 Penalty: 2522.567139
	Iteration 7Q: 3 clusters Score -283900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283972.593750 Penalty: 2522.567139
	Iteration 8Q: 3 clusters Score -283972.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -284019.187500 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -284019.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -284060.406250 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -284060.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284113.812500 Penalty: 2522.567139
	Iteration 11Q: 3 clusters Score -284113.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -284163.562500 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -284163.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -284214.062500 Penalty: 2522.567139
	Iteration 13Q: 3 clusters Score -284214.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -284264.875000 Penalty: 2522.567139
	Iteration 14Q: 3 clusters Score -284264.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -284311.375000 Penalty: 2522.567139
	Iteration 15Q: 3 clusters Score -284311.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -284342.125000 Penalty: 2522.567139
	Iteration 16Q: 3 clusters Score -284342.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284364.625000 Penalty: 2522.567139
	Iteration 17Q: 3 clusters Score -284364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -284374.125000 Penalty: 2522.567139
	Iteration 18Q: 3 clusters Score -284374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -284378.531250 Penalty: 2522.567139
	Iteration 19Q: 3 clusters Score -284378.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -284381.875000 Penalty: 2522.567139
	Iteration 20F: 3 clusters Score -284381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -284385.468750 Penalty: 2522.567139
	Iteration 21Q: 3 clusters Score -284385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -284389.625000 Penalty: 2522.567139
	Iteration 22Q: 3 clusters Score -284389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -284391.375000 Penalty: 2522.567139
	Iteration 23Q: 3 clusters Score -284391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -284392.125000 Penalty: 2522.567139
	Iteration 24Q: 3 clusters Score -284392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -284391.843750 Penalty: 2522.567139
	Iteration 25Q: 3 clusters Score -284391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -284391.843750 Penalty: 2522.567139
	Iteration 26F: 3 clusters Score -284391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1702747.250000 Penalty: 1550.192139
	Iteration 0F: 2 clusters Score -1702747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1693083.500000 Penalty: 3100.384277
	Iteration 0F: 3 clusters Score -1693084 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1696309.625000 Penalty: 3100.384277
	Iteration 1F: 3 clusters Score -1696310 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1696688.000000 Penalty: 3100.384277
	Iteration 2F: 3 clusters Score -1696688 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1697085.000000 Penalty: 3100.384277
	Iteration 3F: 3 clusters Score -1697085 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1697545.000000 Penalty: 3100.384277
	Iteration 4F: 3 clusters Score -1697545 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1698031.125000 Penalty: 3100.384277
	Iteration 5F: 3 clusters Score -1698031 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1698556.750000 Penalty: 3100.384277
	Iteration 6F: 3 clusters Score -1698557 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1699076.375000 Penalty: 3100.384277
	Iteration 7F: 3 clusters Score -1699076 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1699458.000000 Penalty: 3100.384277
	Iteration 8Q: 3 clusters Score -1699458 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1699722.250000 Penalty: 3100.384277
	Iteration 9Q: 3 clusters Score -1699722 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1699914.000000 Penalty: 3100.384277
	Iteration 10Q: 3 clusters Score -1699914 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1700088.250000 Penalty: 3100.384277
	Iteration 11Q: 3 clusters Score -1700088 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1700212.625000 Penalty: 3100.384277
	Iteration 12Q: 3 clusters Score -1700213 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1700312.500000 Penalty: 3100.384277
	Iteration 13Q: 3 clusters Score -1700312 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1700409.500000 Penalty: 3100.384277
	Iteration 14Q: 3 clusters Score -1700410 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1700500.125000 Penalty: 3100.384277
	Iteration 15Q: 3 clusters Score -1700500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1700579.875000 Penalty: 3100.384277
	Iteration 16Q: 3 clusters Score -1700580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1700665.500000 Penalty: 3100.384277
	Iteration 17Q: 3 clusters Score -1700666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1700730.000000 Penalty: 3100.384277
	Iteration 18Q: 3 clusters Score -1700730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1700795.125000 Penalty: 3100.384277
	Iteration 19Q: 3 clusters Score -1700795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1700877.125000 Penalty: 3100.384277
	Iteration 20F: 3 clusters Score -1700877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1700953.125000 Penalty: 3100.384277
	Iteration 21Q: 3 clusters Score -1700953 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1701021.375000 Penalty: 3100.384277
	Iteration 22Q: 3 clusters Score -1701021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1701107.125000 Penalty: 3100.384277
	Iteration 23Q: 3 clusters Score -1701107 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1701213.875000 Penalty: 3100.384277
	Iteration 24Q: 3 clusters Score -1701214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1701340.500000 Penalty: 3100.384277
	Iteration 25Q: 3 clusters Score -1701340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1701534.500000 Penalty: 3100.384277
	Iteration 26Q: 3 clusters Score -1701534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1701693.625000 Penalty: 3100.384277
	Iteration 27Q: 3 clusters Score -1701694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1701779.750000 Penalty: 3100.384277
	Iteration 28Q: 3 clusters Score -1701780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1701810.375000 Penalty: 3100.384277
	Iteration 29Q: 3 clusters Score -1701810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1701832.750000 Penalty: 3100.384277
	Iteration 30Q: 3 clusters Score -1701833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1701843.250000 Penalty: 3100.384277
	Iteration 31Q: 3 clusters Score -1701843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1701850.250000 Penalty: 3100.384277
	Iteration 32Q: 3 clusters Score -1701850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1701855.750000 Penalty: 3100.384277
	Iteration 33Q: 3 clusters Score -1701856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1701858.750000 Penalty: 3100.384277
	Iteration 34Q: 3 clusters Score -1701859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1701860.250000 Penalty: 3100.384277
	Iteration 35Q: 3 clusters Score -1701860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1701857.000000 Penalty: 3100.384277
	Iteration 36Q: 3 clusters Score -1701857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1701860.625000 Penalty: 3100.384277
	Iteration 37Q: 3 clusters Score -1701861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1701863.125000 Penalty: 3100.384277
	Iteration 38Q: 3 clusters Score -1701863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1701863.875000 Penalty: 3100.384277
	Iteration 39Q: 3 clusters Score -1701864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1701863.875000 Penalty: 3100.384277
	Iteration 40F: 3 clusters Score -1701864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -40942.949219 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -40942.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39948.136719 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -39948.14 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40246.769531 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40246.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40455.074219 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -40455.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40628.472656 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -40628.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40729.554688 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -40729.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40790.593750 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -40790.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40875.371094 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -40875.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40914.546875 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -40914.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40941.031250 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -40941.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40975.824219 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -40975.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40997.410156 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -40997.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41001.308594 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -41001.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41002.734375 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -41002.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41010.917969 Penalty: 2012.517700
	Iteration 13F: 3 clusters Score -41010.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41049.695312 Penalty: 2012.517700
	Iteration 14Q: 3 clusters Score -41049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41058.171875 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -41058.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41059.914062 Penalty: 2012.517700
	Iteration 16Q: 3 clusters Score -41059.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41063.269531 Penalty: 2012.517700
	Iteration 17Q: 3 clusters Score -41063.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41063.269531 Penalty: 2012.517700
	Iteration 18F: 3 clusters Score -41063.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 253 members 
Entering Unmasked Estep 
Score: -141741040.000000 Penalty: 88477.945312
Splitting cluster 25 changes total score from -141742064.000000 to -141741040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -552073.687500 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -552073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -548345.687500 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -548345.7 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -549481.437500 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -549481.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -549856.000000 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -549856 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -550170.750000 Penalty: 2738.079102
	Iteration 3F: 3 clusters Score -550170.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -550440.625000 Penalty: 2738.079102
	Iteration 4F: 3 clusters Score -550440.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -550678.500000 Penalty: 2738.079102
	Iteration 5F: 3 clusters Score -550678.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -550930.937500 Penalty: 2738.079102
	Iteration 6F: 3 clusters Score -550930.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -551148.375000 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -551148.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -551369.687500 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -551369.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -551484.812500 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -551484.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -551549.687500 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -551549.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -551590.062500 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -551590.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -551618.875000 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -551618.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -551639.687500 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -551639.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -551651.937500 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -551651.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -551659.437500 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -551659.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -551665.750000 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -551665.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -551669.875000 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -551669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -551673.750000 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -551673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -551675.000000 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -551675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -551677.187500 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -551677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -551678.437500 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -551678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -551679.250000 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -551679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -551679.562500 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -551679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -551679.562500 Penalty: 2738.079102
	Iteration 24F: 3 clusters Score -551679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -54772.109375 Penalty: 1025.361694
	Iteration 0F: 2 clusters Score -54772.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53779.156250 Penalty: 2050.723389
	Iteration 0F: 3 clusters Score -53779.16 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54133.527344 Penalty: 2050.723389
	Iteration 1F: 3 clusters Score -54133.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54258.933594 Penalty: 2050.723389
	Iteration 2F: 3 clusters Score -54258.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -54328.652344 Penalty: 2050.723389
	Iteration 3Q: 3 clusters Score -54328.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54386.226562 Penalty: 2050.723389
	Iteration 4Q: 3 clusters Score -54386.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54414.597656 Penalty: 2050.723389
	Iteration 5Q: 3 clusters Score -54414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54430.050781 Penalty: 2050.723389
	Iteration 6Q: 3 clusters Score -54430.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54443.843750 Penalty: 2050.723389
	Iteration 7Q: 3 clusters Score -54443.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54449.066406 Penalty: 2050.723389
	Iteration 8Q: 3 clusters Score -54449.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54478.390625 Penalty: 2050.723389
	Iteration 9Q: 3 clusters Score -54478.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54527.753906 Penalty: 2050.723389
	Iteration 10Q: 3 clusters Score -54527.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54554.156250 Penalty: 2050.723389
	Iteration 11Q: 3 clusters Score -54554.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54588.664062 Penalty: 2050.723389
	Iteration 12Q: 3 clusters Score -54588.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54631.769531 Penalty: 2050.723389
	Iteration 13Q: 3 clusters Score -54631.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54640.050781 Penalty: 2050.723389
	Iteration 14Q: 3 clusters Score -54640.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54640.085938 Penalty: 2050.723389
	Iteration 15F: 3 clusters Score -54640.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54646.636719 Penalty: 2050.723389
	Iteration 16Q: 3 clusters Score -54646.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54648.679688 Penalty: 2050.723389
	Iteration 17Q: 3 clusters Score -54648.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54650.914062 Penalty: 2050.723389
	Iteration 18Q: 3 clusters Score -54650.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54652.296875 Penalty: 2050.723389
	Iteration 19Q: 3 clusters Score -54652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54652.296875 Penalty: 2050.723389
	Iteration 20F: 3 clusters Score -54652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (124931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Entering Unmasked Estep 
Score: -15750134.000000 Penalty: 1907.021484
	Iteration 0F: 2 clusters Score -1.575013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -15671487.000000 Penalty: 3814.042969
	Iteration 0F: 3 clusters Score -1.567149e+07 nChanged 60132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -15706961.000000 Penalty: 3814.042969
	Iteration 1F: 3 clusters Score -1.570696e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -15708248.000000 Penalty: 3814.042969
	Iteration 2Q: 3 clusters Score -1.570825e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -15710094.000000 Penalty: 3814.042969
	Iteration 3Q: 3 clusters Score -1.571009e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -15712851.000000 Penalty: 3814.042969
	Iteration 4Q: 3 clusters Score -1.571285e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -15716478.000000 Penalty: 3814.042969
	Iteration 5F: 3 clusters Score -1.571648e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -15721223.000000 Penalty: 3814.042969
	Iteration 6F: 3 clusters Score -1.572122e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -15726648.000000 Penalty: 3814.042969
	Iteration 7F: 3 clusters Score -1.572665e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -15731587.000000 Penalty: 3814.042969
	Iteration 8F: 3 clusters Score -1.573159e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -15735014.000000 Penalty: 3814.042969
	Iteration 9F: 3 clusters Score -1.573501e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -15736859.000000 Penalty: 3814.042969
	Iteration 10Q: 3 clusters Score -1.573686e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -15737934.000000 Penalty: 3814.042969
	Iteration 11Q: 3 clusters Score -1.573793e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -15738454.000000 Penalty: 3814.042969
	Iteration 12Q: 3 clusters Score -1.573845e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -15738974.000000 Penalty: 3814.042969
	Iteration 13Q: 3 clusters Score -1.573897e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -15739446.000000 Penalty: 3814.042969
	Iteration 14Q: 3 clusters Score -1.573945e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -15739865.000000 Penalty: 3814.042969
	Iteration 15Q: 3 clusters Score -1.573986e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -15740330.000000 Penalty: 3814.042969
	Iteration 16Q: 3 clusters Score -1.574033e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -15740578.000000 Penalty: 3814.042969
	Iteration 17Q: 3 clusters Score -1.574058e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -15740838.000000 Penalty: 3814.042969
	Iteration 18Q: 3 clusters Score -1.574084e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -15741121.000000 Penalty: 3814.042969
	Iteration 19Q: 3 clusters Score -1.574112e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -15741321.000000 Penalty: 3814.042969
	Iteration 20F: 3 clusters Score -1.574132e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -15741516.000000 Penalty: 3814.042969
	Iteration 21Q: 3 clusters Score -1.574152e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -15741798.000000 Penalty: 3814.042969
	Iteration 22Q: 3 clusters Score -1.57418e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -15742070.000000 Penalty: 3814.042969
	Iteration 23Q: 3 clusters Score -1.574207e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -15742279.000000 Penalty: 3814.042969
	Iteration 24Q: 3 clusters Score -1.574228e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -15742565.000000 Penalty: 3814.042969
	Iteration 25Q: 3 clusters Score -1.574256e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -15742884.000000 Penalty: 3814.042969
	Iteration 26Q: 3 clusters Score -1.574288e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -15743287.000000 Penalty: 3814.042969
	Iteration 27Q: 3 clusters Score -1.574329e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -15743529.000000 Penalty: 3814.042969
	Iteration 28Q: 3 clusters Score -1.574353e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -15743978.000000 Penalty: 3814.042969
	Iteration 29Q: 3 clusters Score -1.574398e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -15744313.000000 Penalty: 3814.042969
	Iteration 30Q: 3 clusters Score -1.574431e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -15744678.000000 Penalty: 3814.042969
	Iteration 31Q: 3 clusters Score -1.574468e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -15744868.000000 Penalty: 3814.042969
	Iteration 32Q: 3 clusters Score -1.574487e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -15745081.000000 Penalty: 3814.042969
	Iteration 33Q: 3 clusters Score -1.574508e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -15745217.000000 Penalty: 3814.042969
	Iteration 34Q: 3 clusters Score -1.574522e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -15745436.000000 Penalty: 3814.042969
	Iteration 35Q: 3 clusters Score -1.574544e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -15745586.000000 Penalty: 3814.042969
	Iteration 36Q: 3 clusters Score -1.574559e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -15745652.000000 Penalty: 3814.042969
	Iteration 37Q: 3 clusters Score -1.574565e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -15745774.000000 Penalty: 3814.042969
	Iteration 38Q: 3 clusters Score -1.574577e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -15745840.000000 Penalty: 3814.042969
	Iteration 39Q: 3 clusters Score -1.574584e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -15745907.000000 Penalty: 3814.042969
	Iteration 40F: 3 clusters Score -1.574591e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -15746022.000000 Penalty: 3814.042969
	Iteration 41Q: 3 clusters Score -1.574602e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -15746203.000000 Penalty: 3814.042969
	Iteration 42Q: 3 clusters Score -1.57462e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -15746263.000000 Penalty: 3814.042969
	Iteration 43Q: 3 clusters Score -1.574626e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94372 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -15746410.000000 Penalty: 3814.042969
	Iteration 44Q: 3 clusters Score -1.574641e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -15746552.000000 Penalty: 3814.042969
	Iteration 45Q: 3 clusters Score -1.574655e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -15746729.000000 Penalty: 3814.042969
	Iteration 46Q: 3 clusters Score -1.574673e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -15746807.000000 Penalty: 3814.042969
	Iteration 47Q: 3 clusters Score -1.574681e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -15746948.000000 Penalty: 3814.042969
	Iteration 48Q: 3 clusters Score -1.574695e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -15747076.000000 Penalty: 3814.042969
	Iteration 49Q: 3 clusters Score -1.574708e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -15747254.000000 Penalty: 3814.042969
	Iteration 50Q: 3 clusters Score -1.574725e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -15747396.000000 Penalty: 3814.042969
	Iteration 51Q: 3 clusters Score -1.57474e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -15747582.000000 Penalty: 3814.042969
	Iteration 52Q: 3 clusters Score -1.574758e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -15747809.000000 Penalty: 3814.042969
	Iteration 53Q: 3 clusters Score -1.574781e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -15748047.000000 Penalty: 3814.042969
	Iteration 54Q: 3 clusters Score -1.574805e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103686 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -15748173.000000 Penalty: 3814.042969
	Iteration 55Q: 3 clusters Score -1.574817e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -15748203.000000 Penalty: 3814.042969
	Iteration 56Q: 3 clusters Score -1.57482e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -15748326.000000 Penalty: 3814.042969
	Iteration 57Q: 3 clusters Score -1.574833e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -15748377.000000 Penalty: 3814.042969
	Iteration 58Q: 3 clusters Score -1.574838e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -15748511.000000 Penalty: 3814.042969
	Iteration 59Q: 3 clusters Score -1.574851e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -15748647.000000 Penalty: 3814.042969
	Iteration 60F: 3 clusters Score -1.574865e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -15748691.000000 Penalty: 3814.042969
	Iteration 61Q: 3 clusters Score -1.574869e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -15748713.000000 Penalty: 3814.042969
	Iteration 62Q: 3 clusters Score -1.574871e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -15748762.000000 Penalty: 3814.042969
	Iteration 63Q: 3 clusters Score -1.574876e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -15748741.000000 Penalty: 3814.042969
	Iteration 64Q: 3 clusters Score -1.574874e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -15748737.000000 Penalty: 3814.042969
	Iteration 65Q: 3 clusters Score -1.574874e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112291 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -15748766.000000 Penalty: 3814.042969
	Iteration 66Q: 3 clusters Score -1.574877e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -15748840.000000 Penalty: 3814.042969
	Iteration 67Q: 3 clusters Score -1.574884e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113507 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -15748835.000000 Penalty: 3814.042969
	Iteration 68Q: 3 clusters Score -1.574884e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -15748889.000000 Penalty: 3814.042969
	Iteration 69Q: 3 clusters Score -1.574889e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -15748940.000000 Penalty: 3814.042969
	Iteration 70Q: 3 clusters Score -1.574894e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -15748923.000000 Penalty: 3814.042969
	Iteration 71Q: 3 clusters Score -1.574892e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115653 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -15748884.000000 Penalty: 3814.042969
	Iteration 72Q: 3 clusters Score -1.574888e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116093 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -15748904.000000 Penalty: 3814.042969
	Iteration 73Q: 3 clusters Score -1.57489e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -15748943.000000 Penalty: 3814.042969
	Iteration 74Q: 3 clusters Score -1.574894e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -15748905.000000 Penalty: 3814.042969
	Iteration 75Q: 3 clusters Score -1.57489e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -15748914.000000 Penalty: 3814.042969
	Iteration 76Q: 3 clusters Score -1.574891e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -15748992.000000 Penalty: 3814.042969
	Iteration 77Q: 3 clusters Score -1.574899e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -15748977.000000 Penalty: 3814.042969
	Iteration 78Q: 3 clusters Score -1.574898e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -15748983.000000 Penalty: 3814.042969
	Iteration 79Q: 3 clusters Score -1.574898e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -15748995.000000 Penalty: 3814.042969
	Iteration 80F: 3 clusters Score -1.5749e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119101 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -15748924.000000 Penalty: 3814.042969
	Iteration 81Q: 3 clusters Score -1.574892e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -15748936.000000 Penalty: 3814.042969
	Iteration 82Q: 3 clusters Score -1.574894e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119630 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -15748928.000000 Penalty: 3814.042969
	Iteration 83Q: 3 clusters Score -1.574893e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119853 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -15748942.000000 Penalty: 3814.042969
	Iteration 84Q: 3 clusters Score -1.574894e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120094 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -15748924.000000 Penalty: 3814.042969
	Iteration 85Q: 3 clusters Score -1.574892e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120325 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -15748887.000000 Penalty: 3814.042969
	Iteration 86Q: 3 clusters Score -1.574889e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -15748884.000000 Penalty: 3814.042969
	Iteration 87Q: 3 clusters Score -1.574888e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -15748874.000000 Penalty: 3814.042969
	Iteration 88Q: 3 clusters Score -1.574887e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120862 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -15748890.000000 Penalty: 3814.042969
	Iteration 89Q: 3 clusters Score -1.574889e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -15748887.000000 Penalty: 3814.042969
	Iteration 90Q: 3 clusters Score -1.574889e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -15748880.000000 Penalty: 3814.042969
	Iteration 91Q: 3 clusters Score -1.574888e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -15748876.000000 Penalty: 3814.042969
	Iteration 92Q: 3 clusters Score -1.574888e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -15748892.000000 Penalty: 3814.042969
	Iteration 93Q: 3 clusters Score -1.574889e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121563 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -15748888.000000 Penalty: 3814.042969
	Iteration 94Q: 3 clusters Score -1.574889e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121675 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -15748903.000000 Penalty: 3814.042969
	Iteration 95Q: 3 clusters Score -1.57489e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -15748870.000000 Penalty: 3814.042969
	Iteration 96Q: 3 clusters Score -1.574887e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121902 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -15748884.000000 Penalty: 3814.042969
	Iteration 97Q: 3 clusters Score -1.574888e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122031 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -15748889.000000 Penalty: 3814.042969
	Iteration 98Q: 3 clusters Score -1.574889e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122151 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -15748932.000000 Penalty: 3814.042969
	Iteration 99Q: 3 clusters Score -1.574893e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122252 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -15748958.000000 Penalty: 3814.042969
	Iteration 100F: 3 clusters Score -1.574896e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122337 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -15748930.000000 Penalty: 3814.042969
	Iteration 101Q: 3 clusters Score -1.574893e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -15748969.000000 Penalty: 3814.042969
	Iteration 102Q: 3 clusters Score -1.574897e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -15748941.000000 Penalty: 3814.042969
	Iteration 103Q: 3 clusters Score -1.574894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122513 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -15748925.000000 Penalty: 3814.042969
	Iteration 104Q: 3 clusters Score -1.574892e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122567 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -15748927.000000 Penalty: 3814.042969
	Iteration 105Q: 3 clusters Score -1.574893e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -15748918.000000 Penalty: 3814.042969
	Iteration 106Q: 3 clusters Score -1.574892e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122658 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15748923.000000 Penalty: 3814.042969
	Iteration 107Q: 3 clusters Score -1.574892e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -15748939.000000 Penalty: 3814.042969
	Iteration 108Q: 3 clusters Score -1.574894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -15748936.000000 Penalty: 3814.042969
	Iteration 109Q: 3 clusters Score -1.574894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -15748916.000000 Penalty: 3814.042969
	Iteration 110Q: 3 clusters Score -1.574892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122810 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -15748919.000000 Penalty: 3814.042969
	Iteration 111Q: 3 clusters Score -1.574892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122843 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -15748926.000000 Penalty: 3814.042969
	Iteration 112Q: 3 clusters Score -1.574893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -15748919.000000 Penalty: 3814.042969
	Iteration 113Q: 3 clusters Score -1.574892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -15748924.000000 Penalty: 3814.042969
	Iteration 114Q: 3 clusters Score -1.574892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -15748922.000000 Penalty: 3814.042969
	Iteration 115Q: 3 clusters Score -1.574892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122918 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -15748929.000000 Penalty: 3814.042969
	Iteration 116Q: 3 clusters Score -1.574893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122929 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -15748930.000000 Penalty: 3814.042969
	Iteration 117Q: 3 clusters Score -1.574893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122935 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15748922.000000 Penalty: 3814.042969
	Iteration 118Q: 3 clusters Score -1.574892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15748930.000000 Penalty: 3814.042969
	Iteration 119Q: 3 clusters Score -1.574893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122948 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -15748941.000000 Penalty: 3814.042969
	Iteration 120F: 3 clusters Score -1.574894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -15748936.000000 Penalty: 3814.042969
	Iteration 121Q: 3 clusters Score -1.574894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -15748936.000000 Penalty: 3814.042969
	Iteration 122Q: 3 clusters Score -1.574894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -15748940.000000 Penalty: 3814.042969
	Iteration 123Q: 3 clusters Score -1.574894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -15748952.000000 Penalty: 3814.042969
	Iteration 124Q: 3 clusters Score -1.574895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122972 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -15748951.000000 Penalty: 3814.042969
	Iteration 125Q: 3 clusters Score -1.574895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122978 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15748953.000000 Penalty: 3814.042969
	Iteration 126Q: 3 clusters Score -1.574895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122988 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -15748954.000000 Penalty: 3814.042969
	Iteration 127Q: 3 clusters Score -1.574895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -15748948.000000 Penalty: 3814.042969
	Iteration 128Q: 3 clusters Score -1.574895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -15748931.000000 Penalty: 3814.042969
	Iteration 129Q: 3 clusters Score -1.574893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123021 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15748927.000000 Penalty: 3814.042969
	Iteration 130Q: 3 clusters Score -1.574893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15748912.000000 Penalty: 3814.042969
	Iteration 131Q: 3 clusters Score -1.574891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123044 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -15748915.000000 Penalty: 3814.042969
	Iteration 132Q: 3 clusters Score -1.574892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123055 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -15748928.000000 Penalty: 3814.042969
	Iteration 133Q: 3 clusters Score -1.574893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123065 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -15748911.000000 Penalty: 3814.042969
	Iteration 134Q: 3 clusters Score -1.574891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -15748922.000000 Penalty: 3814.042969
	Iteration 135Q: 3 clusters Score -1.574892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -15748914.000000 Penalty: 3814.042969
	Iteration 136Q: 3 clusters Score -1.574891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15748900.000000 Penalty: 3814.042969
	Iteration 137Q: 3 clusters Score -1.57489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123145 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -15748902.000000 Penalty: 3814.042969
	Iteration 138Q: 3 clusters Score -1.57489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123172 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -15748901.000000 Penalty: 3814.042969
	Iteration 139Q: 3 clusters Score -1.57489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123198 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15748911.000000 Penalty: 3814.042969
	Iteration 140F: 3 clusters Score -1.574891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123214 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15748921.000000 Penalty: 3814.042969
	Iteration 141Q: 3 clusters Score -1.574892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15748932.000000 Penalty: 3814.042969
	Iteration 142Q: 3 clusters Score -1.574893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -15748919.000000 Penalty: 3814.042969
	Iteration 143Q: 3 clusters Score -1.574892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -15748931.000000 Penalty: 3814.042969
	Iteration 144Q: 3 clusters Score -1.574893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123269 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -15748940.000000 Penalty: 3814.042969
	Iteration 145Q: 3 clusters Score -1.574894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15748930.000000 Penalty: 3814.042969
	Iteration 146Q: 3 clusters Score -1.574893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15748929.000000 Penalty: 3814.042969
	Iteration 147Q: 3 clusters Score -1.574893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -15748928.000000 Penalty: 3814.042969
	Iteration 148Q: 3 clusters Score -1.574893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -15748935.000000 Penalty: 3814.042969
	Iteration 149Q: 3 clusters Score -1.574894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123337 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15748930.000000 Penalty: 3814.042969
	Iteration 150Q: 3 clusters Score -1.574893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15748937.000000 Penalty: 3814.042969
	Iteration 151Q: 3 clusters Score -1.574894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15748944.000000 Penalty: 3814.042969
	Iteration 152Q: 3 clusters Score -1.574894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15748938.000000 Penalty: 3814.042969
	Iteration 153Q: 3 clusters Score -1.574894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15748955.000000 Penalty: 3814.042969
	Iteration 154Q: 3 clusters Score -1.574896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -15748956.000000 Penalty: 3814.042969
	Iteration 155Q: 3 clusters Score -1.574896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15748953.000000 Penalty: 3814.042969
	Iteration 156Q: 3 clusters Score -1.574895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15748958.000000 Penalty: 3814.042969
	Iteration 157Q: 3 clusters Score -1.574896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -15748956.000000 Penalty: 3814.042969
	Iteration 158Q: 3 clusters Score -1.574896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15748957.000000 Penalty: 3814.042969
	Iteration 159Q: 3 clusters Score -1.574896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -15748956.000000 Penalty: 3814.042969
	Iteration 160F: 3 clusters Score -1.574896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15748943.000000 Penalty: 3814.042969
	Iteration 161Q: 3 clusters Score -1.574894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15748941.000000 Penalty: 3814.042969
	Iteration 162Q: 3 clusters Score -1.574894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123435 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -15748950.000000 Penalty: 3814.042969
	Iteration 163Q: 3 clusters Score -1.574895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -15748950.000000 Penalty: 3814.042969
	Iteration 164Q: 3 clusters Score -1.574895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123442 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15748956.000000 Penalty: 3814.042969
	Iteration 165Q: 3 clusters Score -1.574896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -15748946.000000 Penalty: 3814.042969
	Iteration 166Q: 3 clusters Score -1.574895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -15748946.000000 Penalty: 3814.042969
	Iteration 167Q: 3 clusters Score -1.574895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15748953.000000 Penalty: 3814.042969
	Iteration 168Q: 3 clusters Score -1.574895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15748953.000000 Penalty: 3814.042969
	Iteration 169F: 3 clusters Score -1.574895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119976 members 
Entering Unmasked Estep 
Score: -15008490.000000 Penalty: 1900.445190
	Iteration 0F: 2 clusters Score -1.500849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -14931115.000000 Penalty: 3800.890381
	Iteration 0F: 3 clusters Score -1.493112e+07 nChanged 57437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -14964294.000000 Penalty: 3800.890381
	Iteration 1F: 3 clusters Score -1.496429e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -14965094.000000 Penalty: 3800.890381
	Iteration 2Q: 3 clusters Score -1.496509e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -14966074.000000 Penalty: 3800.890381
	Iteration 3Q: 3 clusters Score -1.496607e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -14968170.000000 Penalty: 3800.890381
	Iteration 4Q: 3 clusters Score -1.496817e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -14972171.000000 Penalty: 3800.890381
	Iteration 5F: 3 clusters Score -1.497217e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -14978729.000000 Penalty: 3800.890381
	Iteration 6F: 3 clusters Score -1.497873e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -14987090.000000 Penalty: 3800.890381
	Iteration 7F: 3 clusters Score -1.498709e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -14995474.000000 Penalty: 3800.890381
	Iteration 8F: 3 clusters Score -1.499547e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -15001462.000000 Penalty: 3800.890381
	Iteration 9F: 3 clusters Score -1.500146e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -15004813.000000 Penalty: 3800.890381
	Iteration 10Q: 3 clusters Score -1.500481e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -15006175.000000 Penalty: 3800.890381
	Iteration 11Q: 3 clusters Score -1.500618e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -15006591.000000 Penalty: 3800.890381
	Iteration 12Q: 3 clusters Score -1.500659e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -15006725.000000 Penalty: 3800.890381
	Iteration 13Q: 3 clusters Score -1.500672e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -15006750.000000 Penalty: 3800.890381
	Iteration 14Q: 3 clusters Score -1.500675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -15006775.000000 Penalty: 3800.890381
	Iteration 15Q: 3 clusters Score -1.500678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -15006798.000000 Penalty: 3800.890381
	Iteration 16Q: 3 clusters Score -1.50068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -15006801.000000 Penalty: 3800.890381
	Iteration 17Q: 3 clusters Score -1.50068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 119797 members 
Entering Unmasked Estep 
Score: -15006805.000000 Penalty: 3800.890381
	Iteration 18Q: 3 clusters Score -1.50068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 119799 members 
Entering Unmasked Estep 
Score: -15006828.000000 Penalty: 3800.890381
	Iteration 19Q: 3 clusters Score -1.500683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -15006834.000000 Penalty: 3800.890381
	Iteration 20F: 3 clusters Score -1.500683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 119802 members 
Entering Unmasked Estep 
Score: -15006832.000000 Penalty: 3800.890381
	Iteration 21Q: 3 clusters Score -1.500683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -15006843.000000 Penalty: 3800.890381
	Iteration 22Q: 3 clusters Score -1.500684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -15006852.000000 Penalty: 3800.890381
	Iteration 23Q: 3 clusters Score -1.500685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119809 members 
Entering Unmasked Estep 
Score: -15006863.000000 Penalty: 3800.890381
	Iteration 24Q: 3 clusters Score -1.500686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -15006866.000000 Penalty: 3800.890381
	Iteration 25Q: 3 clusters Score -1.500687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 119812 members 
Entering Unmasked Estep 
Score: -15006876.000000 Penalty: 3800.890381
	Iteration 26Q: 3 clusters Score -1.500688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -15006870.000000 Penalty: 3800.890381
	Iteration 27Q: 3 clusters Score -1.500687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -15006873.000000 Penalty: 3800.890381
	Iteration 28Q: 3 clusters Score -1.500687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -15006873.000000 Penalty: 3800.890381
	Iteration 29F: 3 clusters Score -1.500687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -10489.439453 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -10489.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9697.214844 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -9697.215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10065.756836 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -10065.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10237.090820 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -10237.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10315.083984 Penalty: 1901.965820
	Iteration 3F: 3 clusters Score -10315.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10353.287109 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -10353.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10385.347656 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -10385.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10408.793945 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -10408.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10429.875977 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -10429.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10442.777344 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -10442.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10480.356445 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -10480.36 nChanged 3
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: -10500.598633 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -10500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10513.427734 Penalty: 1901.965820
	Iteration 11Q: 3 clusters Score -10513.43 nChanged 3
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: -10524.102539 Penalty: 1901.965820
	Iteration 12Q: 3 clusters Score -10524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10527.658203 Penalty: 1901.965820
	Iteration 13Q: 3 clusters Score -10527.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10531.476562 Penalty: 1901.965820
	Iteration 14F: 3 clusters Score -10531.48 nChanged 1
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: -10539.157227 Penalty: 1901.965820
	Iteration 15Q: 3 clusters Score -10539.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10540.538086 Penalty: 1901.965820
	Iteration 16Q: 3 clusters Score -10540.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10540.538086 Penalty: 1901.965820
	Iteration 17F: 3 clusters Score -10540.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 180 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 168 members 
Entering Unmasked Estep 
Score: -141741088.000000 Penalty: 88477.945312
Splitting cluster 30 changes total score from -141742064.000000 to -141741088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -790232.312500 Penalty: 1424.817505
	Iteration 0F: 2 clusters Score -790232.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -785313.125000 Penalty: 2849.635010
	Iteration 0F: 3 clusters Score -785313.1 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -786783.062500 Penalty: 2849.635010
	Iteration 1F: 3 clusters Score -786783.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -787002.500000 Penalty: 2849.635010
	Iteration 2F: 3 clusters Score -787002.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -787150.437500 Penalty: 2849.635010
	Iteration 3F: 3 clusters Score -787150.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -787259.750000 Penalty: 2849.635010
	Iteration 4Q: 3 clusters Score -787259.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -787341.125000 Penalty: 2849.635010
	Iteration 5Q: 3 clusters Score -787341.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -787413.937500 Penalty: 2849.635010
	Iteration 6Q: 3 clusters Score -787413.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -787492.187500 Penalty: 2849.635010
	Iteration 7Q: 3 clusters Score -787492.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -787595.062500 Penalty: 2849.635010
	Iteration 8Q: 3 clusters Score -787595.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -787723.812500 Penalty: 2849.635010
	Iteration 9Q: 3 clusters Score -787723.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -787896.625000 Penalty: 2849.635010
	Iteration 10Q: 3 clusters Score -787896.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -788053.750000 Penalty: 2849.635010
	Iteration 11Q: 3 clusters Score -788053.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -788197.687500 Penalty: 2849.635010
	Iteration 12Q: 3 clusters Score -788197.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -788330.187500 Penalty: 2849.635010
	Iteration 13Q: 3 clusters Score -788330.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -788440.937500 Penalty: 2849.635010
	Iteration 14Q: 3 clusters Score -788440.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -788524.562500 Penalty: 2849.635010
	Iteration 15Q: 3 clusters Score -788524.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -788578.437500 Penalty: 2849.635010
	Iteration 16Q: 3 clusters Score -788578.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -788615.125000 Penalty: 2849.635010
	Iteration 17Q: 3 clusters Score -788615.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -788642.187500 Penalty: 2849.635010
	Iteration 18Q: 3 clusters Score -788642.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -788659.000000 Penalty: 2849.635010
	Iteration 19Q: 3 clusters Score -788659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -788672.500000 Penalty: 2849.635010
	Iteration 20F: 3 clusters Score -788672.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -788681.437500 Penalty: 2849.635010
	Iteration 21Q: 3 clusters Score -788681.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -788689.750000 Penalty: 2849.635010
	Iteration 22Q: 3 clusters Score -788689.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -788700.937500 Penalty: 2849.635010
	Iteration 23Q: 3 clusters Score -788700.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -788709.000000 Penalty: 2849.635010
	Iteration 24Q: 3 clusters Score -788709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -788719.937500 Penalty: 2849.635010
	Iteration 25Q: 3 clusters Score -788719.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -788732.375000 Penalty: 2849.635010
	Iteration 26Q: 3 clusters Score -788732.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -788746.937500 Penalty: 2849.635010
	Iteration 27Q: 3 clusters Score -788746.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -788762.562500 Penalty: 2849.635010
	Iteration 28Q: 3 clusters Score -788762.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -788772.187500 Penalty: 2849.635010
	Iteration 29Q: 3 clusters Score -788772.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -788778.312500 Penalty: 2849.635010
	Iteration 30Q: 3 clusters Score -788778.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -788784.000000 Penalty: 2849.635010
	Iteration 31Q: 3 clusters Score -788784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -788788.625000 Penalty: 2849.635010
	Iteration 32Q: 3 clusters Score -788788.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -788793.625000 Penalty: 2849.635010
	Iteration 33Q: 3 clusters Score -788793.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -788793.375000 Penalty: 2849.635010
	Iteration 34Q: 3 clusters Score -788793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -788795.500000 Penalty: 2849.635010
	Iteration 35Q: 3 clusters Score -788795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -788795.562500 Penalty: 2849.635010
	Iteration 36Q: 3 clusters Score -788795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -788796.187500 Penalty: 2849.635010
	Iteration 37Q: 3 clusters Score -788796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -788796.500000 Penalty: 2849.635010
	Iteration 38Q: 3 clusters Score -788796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -788799.250000 Penalty: 2849.635010
	Iteration 39Q: 3 clusters Score -788799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -788797.750000 Penalty: 2849.635010
	Iteration 40F: 3 clusters Score -788797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -788797.750000 Penalty: 2849.635010
	Iteration 41Q: 3 clusters Score -788797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -788799.750000 Penalty: 2849.635010
	Iteration 42Q: 3 clusters Score -788799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -788798.937500 Penalty: 2849.635010
	Iteration 43Q: 3 clusters Score -788798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -788800.000000 Penalty: 2849.635010
	Iteration 44Q: 3 clusters Score -788800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -788802.625000 Penalty: 2849.635010
	Iteration 45Q: 3 clusters Score -788802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -788801.437500 Penalty: 2849.635010
	Iteration 46Q: 3 clusters Score -788801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -788805.437500 Penalty: 2849.635010
	Iteration 47Q: 3 clusters Score -788805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -788807.250000 Penalty: 2849.635010
	Iteration 48Q: 3 clusters Score -788807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -788805.000000 Penalty: 2849.635010
	Iteration 49Q: 3 clusters Score -788805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -788805.250000 Penalty: 2849.635010
	Iteration 50Q: 3 clusters Score -788805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -788807.437500 Penalty: 2849.635010
	Iteration 51Q: 3 clusters Score -788807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -788808.125000 Penalty: 2849.635010
	Iteration 52Q: 3 clusters Score -788808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -788809.250000 Penalty: 2849.635010
	Iteration 53Q: 3 clusters Score -788809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -788808.312500 Penalty: 2849.635010
	Iteration 54Q: 3 clusters Score -788808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -788808.312500 Penalty: 2849.635010
	Iteration 55F: 3 clusters Score -788808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47955.628906 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47955.63 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48338.140625 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48338.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48489.539062 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48489.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48631.683594 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -48631.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48705.378906 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -48705.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48780.484375 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -48780.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48823.335938 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -48823.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48883.679688 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -48883.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48914.246094 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -48914.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48945.582031 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -48945.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49010.421875 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -49010.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49024.707031 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -49024.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49035.480469 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -49035.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49159.652344 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -49159.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49221.699219 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -49221.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49229.429688 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -49229.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49316.871094 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -49316.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49344.121094 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -49344.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49351.441406 Penalty: 2024.265991
	Iteration 18Q: 3 clusters Score -49351.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49354.394531 Penalty: 2024.265991
	Iteration 19Q: 3 clusters Score -49354.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49360.921875 Penalty: 2024.265991
	Iteration 20F: 3 clusters Score -49360.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49379.433594 Penalty: 2024.265991
	Iteration 21Q: 3 clusters Score -49379.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49382.835938 Penalty: 2024.265991
	Iteration 22Q: 3 clusters Score -49382.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49385.558594 Penalty: 2024.265991
	Iteration 23Q: 3 clusters Score -49385.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49388.859375 Penalty: 2024.265991
	Iteration 24Q: 3 clusters Score -49388.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49393.226562 Penalty: 2024.265991
	Iteration 25Q: 3 clusters Score -49393.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49397.738281 Penalty: 2024.265991
	Iteration 26Q: 3 clusters Score -49397.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49399.285156 Penalty: 2024.265991
	Iteration 27Q: 3 clusters Score -49399.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49399.285156 Penalty: 2024.265991
	Iteration 28F: 3 clusters Score -49399.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 262 members 
Entering Unmasked Estep 
Score: -141741216.000000 Penalty: 88477.945312
Splitting cluster 32 changes total score from -141742064.000000 to -141741216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (115979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115979 members 
Entering Unmasked Estep 
Score: -14642368.000000 Penalty: 1894.939209
	Iteration 0F: 2 clusters Score -1.464237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -14566660.000000 Penalty: 3789.878418
	Iteration 0F: 3 clusters Score -1.456666e+07 nChanged 55695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -14599552.000000 Penalty: 3789.878418
	Iteration 1F: 3 clusters Score -1.459955e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -14600763.000000 Penalty: 3789.878418
	Iteration 2Q: 3 clusters Score -1.460076e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -14602448.000000 Penalty: 3789.878418
	Iteration 3Q: 3 clusters Score -1.460245e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -14605127.000000 Penalty: 3789.878418
	Iteration 4Q: 3 clusters Score -1.460513e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -14608801.000000 Penalty: 3789.878418
	Iteration 5F: 3 clusters Score -1.46088e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -14613360.000000 Penalty: 3789.878418
	Iteration 6F: 3 clusters Score -1.461336e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -14618590.000000 Penalty: 3789.878418
	Iteration 7F: 3 clusters Score -1.461859e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -14623696.000000 Penalty: 3789.878418
	Iteration 8F: 3 clusters Score -1.46237e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -14627790.000000 Penalty: 3789.878418
	Iteration 9F: 3 clusters Score -1.462779e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -14630271.000000 Penalty: 3789.878418
	Iteration 10Q: 3 clusters Score -1.463027e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -14631564.000000 Penalty: 3789.878418
	Iteration 11Q: 3 clusters Score -1.463156e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -14632139.000000 Penalty: 3789.878418
	Iteration 12Q: 3 clusters Score -1.463214e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -14632387.000000 Penalty: 3789.878418
	Iteration 13Q: 3 clusters Score -1.463239e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -14632614.000000 Penalty: 3789.878418
	Iteration 14Q: 3 clusters Score -1.463261e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -14632775.000000 Penalty: 3789.878418
	Iteration 15Q: 3 clusters Score -1.463278e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -14632875.000000 Penalty: 3789.878418
	Iteration 16Q: 3 clusters Score -1.463288e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -14632944.000000 Penalty: 3789.878418
	Iteration 17Q: 3 clusters Score -1.463294e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -14633021.000000 Penalty: 3789.878418
	Iteration 18Q: 3 clusters Score -1.463302e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -14633091.000000 Penalty: 3789.878418
	Iteration 19Q: 3 clusters Score -1.463309e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -14633138.000000 Penalty: 3789.878418
	Iteration 20F: 3 clusters Score -1.463314e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -14633199.000000 Penalty: 3789.878418
	Iteration 21Q: 3 clusters Score -1.46332e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -14633234.000000 Penalty: 3789.878418
	Iteration 22Q: 3 clusters Score -1.463323e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -14633274.000000 Penalty: 3789.878418
	Iteration 23Q: 3 clusters Score -1.463327e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -14633314.000000 Penalty: 3789.878418
	Iteration 24Q: 3 clusters Score -1.463331e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -14633351.000000 Penalty: 3789.878418
	Iteration 25Q: 3 clusters Score -1.463335e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -14633375.000000 Penalty: 3789.878418
	Iteration 26Q: 3 clusters Score -1.463338e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -14633397.000000 Penalty: 3789.878418
	Iteration 27Q: 3 clusters Score -1.46334e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -14633425.000000 Penalty: 3789.878418
	Iteration 28Q: 3 clusters Score -1.463342e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -14633453.000000 Penalty: 3789.878418
	Iteration 29Q: 3 clusters Score -1.463345e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -14633469.000000 Penalty: 3789.878418
	Iteration 30Q: 3 clusters Score -1.463347e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -14633504.000000 Penalty: 3789.878418
	Iteration 31Q: 3 clusters Score -1.46335e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -14633491.000000 Penalty: 3789.878418
	Iteration 32Q: 3 clusters Score -1.463349e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -14633529.000000 Penalty: 3789.878418
	Iteration 33Q: 3 clusters Score -1.463353e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -14633532.000000 Penalty: 3789.878418
	Iteration 34Q: 3 clusters Score -1.463353e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -14633581.000000 Penalty: 3789.878418
	Iteration 35Q: 3 clusters Score -1.463358e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -14633536.000000 Penalty: 3789.878418
	Iteration 36Q: 3 clusters Score -1.463354e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -14633561.000000 Penalty: 3789.878418
	Iteration 37Q: 3 clusters Score -1.463356e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -14633586.000000 Penalty: 3789.878418
	Iteration 38Q: 3 clusters Score -1.463359e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -14633640.000000 Penalty: 3789.878418
	Iteration 39Q: 3 clusters Score -1.463364e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -14633690.000000 Penalty: 3789.878418
	Iteration 40F: 3 clusters Score -1.463369e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -14633726.000000 Penalty: 3789.878418
	Iteration 41Q: 3 clusters Score -1.463373e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -14633794.000000 Penalty: 3789.878418
	Iteration 42Q: 3 clusters Score -1.463379e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -14633823.000000 Penalty: 3789.878418
	Iteration 43Q: 3 clusters Score -1.463382e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -14633829.000000 Penalty: 3789.878418
	Iteration 44Q: 3 clusters Score -1.463383e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -14633875.000000 Penalty: 3789.878418
	Iteration 45Q: 3 clusters Score -1.463388e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -14633932.000000 Penalty: 3789.878418
	Iteration 46Q: 3 clusters Score -1.463393e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -14633952.000000 Penalty: 3789.878418
	Iteration 47Q: 3 clusters Score -1.463395e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -14634002.000000 Penalty: 3789.878418
	Iteration 48Q: 3 clusters Score -1.4634e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -14634068.000000 Penalty: 3789.878418
	Iteration 49Q: 3 clusters Score -1.463407e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -14634173.000000 Penalty: 3789.878418
	Iteration 50Q: 3 clusters Score -1.463417e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -14634228.000000 Penalty: 3789.878418
	Iteration 51Q: 3 clusters Score -1.463423e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -14634444.000000 Penalty: 3789.878418
	Iteration 52Q: 3 clusters Score -1.463444e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -14634645.000000 Penalty: 3789.878418
	Iteration 53Q: 3 clusters Score -1.463464e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -14634817.000000 Penalty: 3789.878418
	Iteration 54Q: 3 clusters Score -1.463482e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -14634956.000000 Penalty: 3789.878418
	Iteration 55Q: 3 clusters Score -1.463496e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -14635146.000000 Penalty: 3789.878418
	Iteration 56Q: 3 clusters Score -1.463515e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -14635287.000000 Penalty: 3789.878418
	Iteration 57Q: 3 clusters Score -1.463529e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -14635401.000000 Penalty: 3789.878418
	Iteration 58Q: 3 clusters Score -1.46354e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -14635534.000000 Penalty: 3789.878418
	Iteration 59Q: 3 clusters Score -1.463553e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -14635712.000000 Penalty: 3789.878418
	Iteration 60F: 3 clusters Score -1.463571e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -14635914.000000 Penalty: 3789.878418
	Iteration 61Q: 3 clusters Score -1.463591e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -14636114.000000 Penalty: 3789.878418
	Iteration 62Q: 3 clusters Score -1.463611e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -14636440.000000 Penalty: 3789.878418
	Iteration 63Q: 3 clusters Score -1.463644e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -14636710.000000 Penalty: 3789.878418
	Iteration 64Q: 3 clusters Score -1.463671e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -14637017.000000 Penalty: 3789.878418
	Iteration 65Q: 3 clusters Score -1.463702e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -14637356.000000 Penalty: 3789.878418
	Iteration 66Q: 3 clusters Score -1.463736e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -14637661.000000 Penalty: 3789.878418
	Iteration 67Q: 3 clusters Score -1.463766e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -14637931.000000 Penalty: 3789.878418
	Iteration 68Q: 3 clusters Score -1.463793e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -14638266.000000 Penalty: 3789.878418
	Iteration 69Q: 3 clusters Score -1.463827e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 103107 members 
Entering Unmasked Estep 
Score: -14638519.000000 Penalty: 3789.878418
	Iteration 70Q: 3 clusters Score -1.463852e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 104135 members 
Entering Unmasked Estep 
Score: -14638881.000000 Penalty: 3789.878418
	Iteration 71Q: 3 clusters Score -1.463888e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -14639163.000000 Penalty: 3789.878418
	Iteration 72Q: 3 clusters Score -1.463916e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -14639486.000000 Penalty: 3789.878418
	Iteration 73Q: 3 clusters Score -1.463949e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 106977 members 
Entering Unmasked Estep 
Score: -14639684.000000 Penalty: 3789.878418
	Iteration 74Q: 3 clusters Score -1.463968e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 107798 members 
Entering Unmasked Estep 
Score: -14639926.000000 Penalty: 3789.878418
	Iteration 75Q: 3 clusters Score -1.463993e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -14640124.000000 Penalty: 3789.878418
	Iteration 76Q: 3 clusters Score -1.464012e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -14640193.000000 Penalty: 3789.878418
	Iteration 77Q: 3 clusters Score -1.464019e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 109781 members 
Entering Unmasked Estep 
Score: -14640316.000000 Penalty: 3789.878418
	Iteration 78Q: 3 clusters Score -1.464032e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -14640483.000000 Penalty: 3789.878418
	Iteration 79Q: 3 clusters Score -1.464048e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -14640596.000000 Penalty: 3789.878418
	Iteration 80F: 3 clusters Score -1.46406e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 111280 members 
Entering Unmasked Estep 
Score: -14640692.000000 Penalty: 3789.878418
	Iteration 81Q: 3 clusters Score -1.464069e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -14640784.000000 Penalty: 3789.878418
	Iteration 82Q: 3 clusters Score -1.464078e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -14640836.000000 Penalty: 3789.878418
	Iteration 83Q: 3 clusters Score -1.464084e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 112290 members 
Entering Unmasked Estep 
Score: -14640901.000000 Penalty: 3789.878418
	Iteration 84Q: 3 clusters Score -1.46409e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -14640931.000000 Penalty: 3789.878418
	Iteration 85Q: 3 clusters Score -1.464093e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -14641001.000000 Penalty: 3789.878418
	Iteration 86Q: 3 clusters Score -1.4641e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -14641038.000000 Penalty: 3789.878418
	Iteration 87Q: 3 clusters Score -1.464104e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -14641054.000000 Penalty: 3789.878418
	Iteration 88Q: 3 clusters Score -1.464105e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -14641068.000000 Penalty: 3789.878418
	Iteration 89Q: 3 clusters Score -1.464107e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -14641080.000000 Penalty: 3789.878418
	Iteration 90Q: 3 clusters Score -1.464108e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -14641066.000000 Penalty: 3789.878418
	Iteration 91Q: 3 clusters Score -1.464107e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -14641056.000000 Penalty: 3789.878418
	Iteration 92Q: 3 clusters Score -1.464106e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -14641084.000000 Penalty: 3789.878418
	Iteration 93Q: 3 clusters Score -1.464108e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -14641063.000000 Penalty: 3789.878418
	Iteration 94Q: 3 clusters Score -1.464106e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -14641082.000000 Penalty: 3789.878418
	Iteration 95Q: 3 clusters Score -1.464108e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -14641100.000000 Penalty: 3789.878418
	Iteration 96Q: 3 clusters Score -1.46411e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -14641092.000000 Penalty: 3789.878418
	Iteration 97Q: 3 clusters Score -1.464109e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -14641117.000000 Penalty: 3789.878418
	Iteration 98Q: 3 clusters Score -1.464112e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -14641095.000000 Penalty: 3789.878418
	Iteration 99Q: 3 clusters Score -1.46411e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 113928 members 
Entering Unmasked Estep 
Score: -14641103.000000 Penalty: 3789.878418
	Iteration 100F: 3 clusters Score -1.46411e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 113969 members 
Entering Unmasked Estep 
Score: -14641119.000000 Penalty: 3789.878418
	Iteration 101Q: 3 clusters Score -1.464112e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -14641138.000000 Penalty: 3789.878418
	Iteration 102Q: 3 clusters Score -1.464114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -14641144.000000 Penalty: 3789.878418
	Iteration 103Q: 3 clusters Score -1.464114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -14641166.000000 Penalty: 3789.878418
	Iteration 104Q: 3 clusters Score -1.464117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 114069 members 
Entering Unmasked Estep 
Score: -14641167.000000 Penalty: 3789.878418
	Iteration 105Q: 3 clusters Score -1.464117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -14641180.000000 Penalty: 3789.878418
	Iteration 106Q: 3 clusters Score -1.464118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -14641174.000000 Penalty: 3789.878418
	Iteration 107Q: 3 clusters Score -1.464117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -14641181.000000 Penalty: 3789.878418
	Iteration 108Q: 3 clusters Score -1.464118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 114140 members 
Entering Unmasked Estep 
Score: -14641176.000000 Penalty: 3789.878418
	Iteration 109Q: 3 clusters Score -1.464118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 114162 members 
Entering Unmasked Estep 
Score: -14641189.000000 Penalty: 3789.878418
	Iteration 110Q: 3 clusters Score -1.464119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -14641198.000000 Penalty: 3789.878418
	Iteration 111Q: 3 clusters Score -1.46412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -14641197.000000 Penalty: 3789.878418
	Iteration 112Q: 3 clusters Score -1.46412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -14641196.000000 Penalty: 3789.878418
	Iteration 113Q: 3 clusters Score -1.46412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -14641186.000000 Penalty: 3789.878418
	Iteration 114Q: 3 clusters Score -1.464119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -14641185.000000 Penalty: 3789.878418
	Iteration 115Q: 3 clusters Score -1.464118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -14641201.000000 Penalty: 3789.878418
	Iteration 116Q: 3 clusters Score -1.46412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -14641194.000000 Penalty: 3789.878418
	Iteration 117Q: 3 clusters Score -1.464119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -14641198.000000 Penalty: 3789.878418
	Iteration 118Q: 3 clusters Score -1.46412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 114278 members 
Entering Unmasked Estep 
Score: -14641192.000000 Penalty: 3789.878418
	Iteration 119Q: 3 clusters Score -1.464119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 114291 members 
Entering Unmasked Estep 
Score: -14641177.000000 Penalty: 3789.878418
	Iteration 120F: 3 clusters Score -1.464118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 114298 members 
Entering Unmasked Estep 
Score: -14641186.000000 Penalty: 3789.878418
	Iteration 121Q: 3 clusters Score -1.464119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -14641201.000000 Penalty: 3789.878418
	Iteration 122Q: 3 clusters Score -1.46412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -14641196.000000 Penalty: 3789.878418
	Iteration 123Q: 3 clusters Score -1.46412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -14641220.000000 Penalty: 3789.878418
	Iteration 124Q: 3 clusters Score -1.464122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 114348 members 
Entering Unmasked Estep 
Score: -14641227.000000 Penalty: 3789.878418
	Iteration 125Q: 3 clusters Score -1.464123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -14641237.000000 Penalty: 3789.878418
	Iteration 126Q: 3 clusters Score -1.464124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -14641240.000000 Penalty: 3789.878418
	Iteration 127Q: 3 clusters Score -1.464124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -14641225.000000 Penalty: 3789.878418
	Iteration 128Q: 3 clusters Score -1.464122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -14641228.000000 Penalty: 3789.878418
	Iteration 129Q: 3 clusters Score -1.464123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -14641230.000000 Penalty: 3789.878418
	Iteration 130Q: 3 clusters Score -1.464123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 114391 members 
Entering Unmasked Estep 
Score: -14641224.000000 Penalty: 3789.878418
	Iteration 131Q: 3 clusters Score -1.464122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 114398 members 
Entering Unmasked Estep 
Score: -14641225.000000 Penalty: 3789.878418
	Iteration 132Q: 3 clusters Score -1.464122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -14641222.000000 Penalty: 3789.878418
	Iteration 133Q: 3 clusters Score -1.464122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 114415 members 
Entering Unmasked Estep 
Score: -14641225.000000 Penalty: 3789.878418
	Iteration 134Q: 3 clusters Score -1.464122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 114418 members 
Entering Unmasked Estep 
Score: -14641242.000000 Penalty: 3789.878418
	Iteration 135Q: 3 clusters Score -1.464124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 114418 members 
Entering Unmasked Estep 
Score: -14641238.000000 Penalty: 3789.878418
	Iteration 136Q: 3 clusters Score -1.464124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -14641243.000000 Penalty: 3789.878418
	Iteration 137Q: 3 clusters Score -1.464124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -14641240.000000 Penalty: 3789.878418
	Iteration 138Q: 3 clusters Score -1.464124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -14641242.000000 Penalty: 3789.878418
	Iteration 139Q: 3 clusters Score -1.464124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -14641227.000000 Penalty: 3789.878418
	Iteration 140F: 3 clusters Score -1.464123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -14641231.000000 Penalty: 3789.878418
	Iteration 141Q: 3 clusters Score -1.464123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 114432 members 
Entering Unmasked Estep 
Score: -14641224.000000 Penalty: 3789.878418
	Iteration 142Q: 3 clusters Score -1.464122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -14641230.000000 Penalty: 3789.878418
	Iteration 143Q: 3 clusters Score -1.464123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -14641228.000000 Penalty: 3789.878418
	Iteration 144Q: 3 clusters Score -1.464123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -14641230.000000 Penalty: 3789.878418
	Iteration 145Q: 3 clusters Score -1.464123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -14641238.000000 Penalty: 3789.878418
	Iteration 146Q: 3 clusters Score -1.464124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -14641227.000000 Penalty: 3789.878418
	Iteration 147Q: 3 clusters Score -1.464123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 114461 members 
Entering Unmasked Estep 
Score: -14641244.000000 Penalty: 3789.878418
	Iteration 148Q: 3 clusters Score -1.464124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -14641234.000000 Penalty: 3789.878418
	Iteration 149Q: 3 clusters Score -1.464123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 114468 members 
Entering Unmasked Estep 
Score: -14641237.000000 Penalty: 3789.878418
	Iteration 150Q: 3 clusters Score -1.464124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -14641232.000000 Penalty: 3789.878418
	Iteration 151Q: 3 clusters Score -1.464123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 114476 members 
Entering Unmasked Estep 
Score: -14641216.000000 Penalty: 3789.878418
	Iteration 152Q: 3 clusters Score -1.464122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -14641224.000000 Penalty: 3789.878418
	Iteration 153Q: 3 clusters Score -1.464122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 114483 members 
Entering Unmasked Estep 
Score: -14641232.000000 Penalty: 3789.878418
	Iteration 154Q: 3 clusters Score -1.464123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -14641230.000000 Penalty: 3789.878418
	Iteration 155Q: 3 clusters Score -1.464123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 114488 members 
Entering Unmasked Estep 
Score: -14641236.000000 Penalty: 3789.878418
	Iteration 156Q: 3 clusters Score -1.464124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -14641240.000000 Penalty: 3789.878418
	Iteration 157Q: 3 clusters Score -1.464124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 114490 members 
Entering Unmasked Estep 
Score: -14641238.000000 Penalty: 3789.878418
	Iteration 158Q: 3 clusters Score -1.464124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 114490 members 
Entering Unmasked Estep 
Score: -14641238.000000 Penalty: 3789.878418
	Iteration 159F: 3 clusters Score -1.464124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -88090.257812 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -88090.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86861.054688 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -86861.05 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87283.210938 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -87283.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87550.367188 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -87550.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87764.648438 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -87764.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87905.726562 Penalty: 2168.821777
	Iteration 4F: 3 clusters Score -87905.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87990.031250 Penalty: 2168.821777
	Iteration 5Q: 3 clusters Score -87990.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88055.632812 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -88055.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88107.882812 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -88107.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88172.570312 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -88172.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88220.773438 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -88220.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88240.937500 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -88240.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88251.648438 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -88251.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88252.335938 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -88252.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88252.335938 Penalty: 2168.821777
	Iteration 13F: 3 clusters Score -88252.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 291 members 
Entering Unmasked Estep 
Score: -141741120.000000 Penalty: 88477.945312
Splitting cluster 34 changes total score from -141742064.000000 to -141741120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (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: -141235.312500 Penalty: 1158.119751
	Iteration 0F: 2 clusters Score -141235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139649.250000 Penalty: 2316.239502
	Iteration 0F: 3 clusters Score -139649.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140034.312500 Penalty: 2316.239502
	Iteration 1F: 3 clusters Score -140034.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140208.734375 Penalty: 2316.239502
	Iteration 2F: 3 clusters Score -140208.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140347.515625 Penalty: 2316.239502
	Iteration 3F: 3 clusters Score -140347.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -140499.546875 Penalty: 2316.239502
	Iteration 4F: 3 clusters Score -140499.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -140614.468750 Penalty: 2316.239502
	Iteration 5F: 3 clusters Score -140614.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140707.093750 Penalty: 2316.239502
	Iteration 6Q: 3 clusters Score -140707.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -140756.000000 Penalty: 2316.239502
	Iteration 7Q: 3 clusters Score -140756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140784.390625 Penalty: 2316.239502
	Iteration 8Q: 3 clusters Score -140784.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140821.640625 Penalty: 2316.239502
	Iteration 9Q: 3 clusters Score -140821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140837.531250 Penalty: 2316.239502
	Iteration 10Q: 3 clusters Score -140837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -140848.031250 Penalty: 2316.239502
	Iteration 11Q: 3 clusters Score -140848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -140863.421875 Penalty: 2316.239502
	Iteration 12Q: 3 clusters Score -140863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -140868.687500 Penalty: 2316.239502
	Iteration 13Q: 3 clusters Score -140868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -140878.656250 Penalty: 2316.239502
	Iteration 14Q: 3 clusters Score -140878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140882.328125 Penalty: 2316.239502
	Iteration 15Q: 3 clusters Score -140882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -140883.328125 Penalty: 2316.239502
	Iteration 16Q: 3 clusters Score -140883.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -140883.328125 Penalty: 2316.239502
	Iteration 17F: 3 clusters Score -140883.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15811.995117 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -15812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15038.456055 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -15038.46 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15271.462891 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -15271.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15392.310547 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -15392.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15485.051758 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -15485.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15608.000977 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -15608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15657.373047 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -15657.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15731.514648 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -15731.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15753.108398 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -15753.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15754.386719 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -15754.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15758.072266 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -15758.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15758.072266 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -15758.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Entering Unmasked Estep 
Score: -1450358.875000 Penalty: 1533.097046
	Iteration 0F: 2 clusters Score -1450359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1441668.750000 Penalty: 3066.194092
	Iteration 0F: 3 clusters Score -1441669 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1444819.250000 Penalty: 3066.194092
	Iteration 1F: 3 clusters Score -1444819 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1445283.375000 Penalty: 3066.194092
	Iteration 2F: 3 clusters Score -1445283 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1445691.125000 Penalty: 3066.194092
	Iteration 3F: 3 clusters Score -1445691 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1446025.750000 Penalty: 3066.194092
	Iteration 4F: 3 clusters Score -1446026 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1446315.125000 Penalty: 3066.194092
	Iteration 5Q: 3 clusters Score -1446315 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1446592.875000 Penalty: 3066.194092
	Iteration 6Q: 3 clusters Score -1446593 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1446881.875000 Penalty: 3066.194092
	Iteration 7Q: 3 clusters Score -1446882 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1447155.750000 Penalty: 3066.194092
	Iteration 8Q: 3 clusters Score -1447156 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1447402.250000 Penalty: 3066.194092
	Iteration 9Q: 3 clusters Score -1447402 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1447635.125000 Penalty: 3066.194092
	Iteration 10Q: 3 clusters Score -1447635 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1447819.000000 Penalty: 3066.194092
	Iteration 11Q: 3 clusters Score -1447819 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1447956.750000 Penalty: 3066.194092
	Iteration 12Q: 3 clusters Score -1447957 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1448049.125000 Penalty: 3066.194092
	Iteration 13Q: 3 clusters Score -1448049 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1448128.500000 Penalty: 3066.194092
	Iteration 14Q: 3 clusters Score -1448128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1448183.375000 Penalty: 3066.194092
	Iteration 15Q: 3 clusters Score -1448183 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1448231.750000 Penalty: 3066.194092
	Iteration 16Q: 3 clusters Score -1448232 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1448289.375000 Penalty: 3066.194092
	Iteration 17Q: 3 clusters Score -1448289 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1448345.250000 Penalty: 3066.194092
	Iteration 18Q: 3 clusters Score -1448345 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1448414.125000 Penalty: 3066.194092
	Iteration 19Q: 3 clusters Score -1448414 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1448490.375000 Penalty: 3066.194092
	Iteration 20F: 3 clusters Score -1448490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1448561.250000 Penalty: 3066.194092
	Iteration 21Q: 3 clusters Score -1448561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1448639.500000 Penalty: 3066.194092
	Iteration 22Q: 3 clusters Score -1448640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1448735.750000 Penalty: 3066.194092
	Iteration 23Q: 3 clusters Score -1448736 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1448831.125000 Penalty: 3066.194092
	Iteration 24Q: 3 clusters Score -1448831 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1448909.125000 Penalty: 3066.194092
	Iteration 25Q: 3 clusters Score -1448909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1448965.375000 Penalty: 3066.194092
	Iteration 26Q: 3 clusters Score -1448965 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1448992.875000 Penalty: 3066.194092
	Iteration 27Q: 3 clusters Score -1448993 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1449018.500000 Penalty: 3066.194092
	Iteration 28Q: 3 clusters Score -1449018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1449043.750000 Penalty: 3066.194092
	Iteration 29Q: 3 clusters Score -1449044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1449057.750000 Penalty: 3066.194092
	Iteration 30Q: 3 clusters Score -1449058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1449075.625000 Penalty: 3066.194092
	Iteration 31Q: 3 clusters Score -1449076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1449091.875000 Penalty: 3066.194092
	Iteration 32Q: 3 clusters Score -1449092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1449102.250000 Penalty: 3066.194092
	Iteration 33Q: 3 clusters Score -1449102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1449120.625000 Penalty: 3066.194092
	Iteration 34Q: 3 clusters Score -1449121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1449135.000000 Penalty: 3066.194092
	Iteration 35Q: 3 clusters Score -1449135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1449148.750000 Penalty: 3066.194092
	Iteration 36Q: 3 clusters Score -1449149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1449169.250000 Penalty: 3066.194092
	Iteration 37Q: 3 clusters Score -1449169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1449185.125000 Penalty: 3066.194092
	Iteration 38Q: 3 clusters Score -1449185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1449204.250000 Penalty: 3066.194092
	Iteration 39Q: 3 clusters Score -1449204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1449222.125000 Penalty: 3066.194092
	Iteration 40F: 3 clusters Score -1449222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1449232.625000 Penalty: 3066.194092
	Iteration 41Q: 3 clusters Score -1449233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1449247.625000 Penalty: 3066.194092
	Iteration 42Q: 3 clusters Score -1449248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1449265.250000 Penalty: 3066.194092
	Iteration 43Q: 3 clusters Score -1449265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1449276.750000 Penalty: 3066.194092
	Iteration 44Q: 3 clusters Score -1449277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1449288.000000 Penalty: 3066.194092
	Iteration 45Q: 3 clusters Score -1449288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1449294.000000 Penalty: 3066.194092
	Iteration 46Q: 3 clusters Score -1449294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1449300.875000 Penalty: 3066.194092
	Iteration 47Q: 3 clusters Score -1449301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1449310.125000 Penalty: 3066.194092
	Iteration 48Q: 3 clusters Score -1449310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1449322.500000 Penalty: 3066.194092
	Iteration 49Q: 3 clusters Score -1449322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1449338.625000 Penalty: 3066.194092
	Iteration 50Q: 3 clusters Score -1449339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1449345.875000 Penalty: 3066.194092
	Iteration 51Q: 3 clusters Score -1449346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1449353.250000 Penalty: 3066.194092
	Iteration 52Q: 3 clusters Score -1449353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1449361.625000 Penalty: 3066.194092
	Iteration 53Q: 3 clusters Score -1449362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1449369.125000 Penalty: 3066.194092
	Iteration 54Q: 3 clusters Score -1449369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1449372.250000 Penalty: 3066.194092
	Iteration 55Q: 3 clusters Score -1449372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1449382.250000 Penalty: 3066.194092
	Iteration 56Q: 3 clusters Score -1449382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1449388.625000 Penalty: 3066.194092
	Iteration 57Q: 3 clusters Score -1449389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1449400.125000 Penalty: 3066.194092
	Iteration 58Q: 3 clusters Score -1449400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1449407.250000 Penalty: 3066.194092
	Iteration 59Q: 3 clusters Score -1449407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1449417.125000 Penalty: 3066.194092
	Iteration 60F: 3 clusters Score -1449417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1449429.125000 Penalty: 3066.194092
	Iteration 61Q: 3 clusters Score -1449429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1449429.125000 Penalty: 3066.194092
	Iteration 62Q: 3 clusters Score -1449429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1449433.625000 Penalty: 3066.194092
	Iteration 63Q: 3 clusters Score -1449434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1449441.000000 Penalty: 3066.194092
	Iteration 64Q: 3 clusters Score -1449441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1449439.625000 Penalty: 3066.194092
	Iteration 65Q: 3 clusters Score -1449440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1449444.625000 Penalty: 3066.194092
	Iteration 66Q: 3 clusters Score -1449445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1449443.500000 Penalty: 3066.194092
	Iteration 67Q: 3 clusters Score -1449444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1449449.875000 Penalty: 3066.194092
	Iteration 68Q: 3 clusters Score -1449450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1449448.750000 Penalty: 3066.194092
	Iteration 69Q: 3 clusters Score -1449449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1449449.500000 Penalty: 3066.194092
	Iteration 70Q: 3 clusters Score -1449450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1449456.000000 Penalty: 3066.194092
	Iteration 71Q: 3 clusters Score -1449456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1449457.000000 Penalty: 3066.194092
	Iteration 72Q: 3 clusters Score -1449457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1449457.000000 Penalty: 3066.194092
	Iteration 73Q: 3 clusters Score -1449457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1449460.000000 Penalty: 3066.194092
	Iteration 74Q: 3 clusters Score -1449460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1449458.625000 Penalty: 3066.194092
	Iteration 75Q: 3 clusters Score -1449459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1449458.000000 Penalty: 3066.194092
	Iteration 76Q: 3 clusters Score -1449458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1449459.375000 Penalty: 3066.194092
	Iteration 77Q: 3 clusters Score -1449459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1449459.375000 Penalty: 3066.194092
	Iteration 78F: 3 clusters Score -1449459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -213484.781250 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -213484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -211524.703125 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -211524.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -211932.937500 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -211932.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -212024.375000 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -212024.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -212093.968750 Penalty: 2432.784912
	Iteration 3Q: 3 clusters Score -212094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -212134.656250 Penalty: 2432.784912
	Iteration 4Q: 3 clusters Score -212134.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -212166.296875 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -212166.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -212201.203125 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -212201.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -212236.796875 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -212236.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -212276.890625 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -212276.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -212311.359375 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -212311.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -212340.625000 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -212340.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -212361.515625 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -212361.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -212377.171875 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -212377.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -212395.234375 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -212395.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -212410.734375 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -212410.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -212423.171875 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -212423.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -212437.484375 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -212437.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -212449.593750 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -212449.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -212464.687500 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -212464.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -212474.750000 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -212474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -212487.984375 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -212488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -212494.890625 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -212494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -212502.828125 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -212502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212513.156250 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -212513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -212518.359375 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -212518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -212524.187500 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -212524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -212526.578125 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -212526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -212528.671875 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -212528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -212529.843750 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -212529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -212530.250000 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -212530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -212530.250000 Penalty: 2432.784912
	Iteration 30F: 3 clusters Score -212530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101478 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98355 members 
Mstep: Class 15 contains 114207 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 113648 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63514 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124931 members 
Mstep: Class 29 contains 119976 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115979 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742240.000000 Penalty: 86209.281250
Iteration 239Q: 39 clusters Score -1.417422e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 5 contains 50279 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17513 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 101474 members 
Mstep: Class 10 contains 26572 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98345 members 
Mstep: Class 15 contains 114156 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 113582 members 
Mstep: Class 20 contains 5778 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63523 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 13915 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4568 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124856 members 
Mstep: Class 29 contains 120058 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6403 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115930 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1244 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12501 members 
Mstep: Class 38 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742272.000000 Penalty: 86209.281250
Iteration 240F: 39 clusters Score -1.417423e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 18631 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17527 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 101484 members 
Mstep: Class 10 contains 26552 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98347 members 
Mstep: Class 15 contains 114074 members 
Mstep: Class 16 contains 38009 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10705 members 
Mstep: Class 19 contains 113502 members 
Mstep: Class 20 contains 5771 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63549 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 13931 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4576 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124757 members 
Mstep: Class 29 contains 120168 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6396 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115874 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1244 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742640.000000 Penalty: 86209.281250
Iteration 241Q: 39 clusters Score -1.417426e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 7931 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 18629 members 
Mstep: Class 5 contains 50442 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17545 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 101487 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98353 members 
Mstep: Class 15 contains 114013 members 
Mstep: Class 16 contains 38056 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 113398 members 
Mstep: Class 20 contains 5762 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63561 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 13947 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124678 members 
Mstep: Class 29 contains 120263 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6386 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115802 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12487 members 
Mstep: Class 38 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742336.000000 Penalty: 86209.281250
Iteration 242Q: 39 clusters Score -1.417423e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 7929 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 18624 members 
Mstep: Class 5 contains 50534 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 101489 members 
Mstep: Class 10 contains 26538 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98356 members 
Mstep: Class 15 contains 113928 members 
Mstep: Class 16 contains 38109 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10694 members 
Mstep: Class 19 contains 113305 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63574 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 13958 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4573 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124599 members 
Mstep: Class 29 contains 120353 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115740 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12483 members 
Mstep: Class 38 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742544.000000 Penalty: 86209.281250
Iteration 243Q: 39 clusters Score -1.417425e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 7928 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 18614 members 
Mstep: Class 5 contains 50622 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17571 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 101491 members 
Mstep: Class 10 contains 26530 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98350 members 
Mstep: Class 15 contains 113865 members 
Mstep: Class 16 contains 38170 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10692 members 
Mstep: Class 19 contains 113171 members 
Mstep: Class 20 contains 5737 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63584 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 13965 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4577 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124542 members 
Mstep: Class 29 contains 120451 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115672 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1244 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12487 members 
Mstep: Class 38 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742784.000000 Penalty: 86209.281250
Iteration 244Q: 39 clusters Score -1.417428e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 7921 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 18610 members 
Mstep: Class 5 contains 50693 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 101495 members 
Mstep: Class 10 contains 26517 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98353 members 
Mstep: Class 15 contains 113801 members 
Mstep: Class 16 contains 38235 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 113062 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63590 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 13963 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4581 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124473 members 
Mstep: Class 29 contains 120549 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115613 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1244 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12489 members 
Mstep: Class 38 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742992.000000 Penalty: 86209.281250
Iteration 245Q: 39 clusters Score -1.41743e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 7918 members 
Mstep: Class 3 contains 1753 members 
Mstep: Class 4 contains 18606 members 
Mstep: Class 5 contains 50770 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 3213 members 
Mstep: Class 9 contains 101487 members 
Mstep: Class 10 contains 26492 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98369 members 
Mstep: Class 15 contains 113763 members 
Mstep: Class 16 contains 38300 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 112959 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63593 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124347 members 
Mstep: Class 29 contains 120649 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115561 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742944.000000 Penalty: 86209.281250
Iteration 246Q: 39 clusters Score -1.417429e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 1751 members 
Mstep: Class 4 contains 18595 members 
Mstep: Class 5 contains 50850 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 101468 members 
Mstep: Class 10 contains 26463 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 98371 members 
Mstep: Class 15 contains 113720 members 
Mstep: Class 16 contains 38350 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10684 members 
Mstep: Class 19 contains 112873 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63589 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 13982 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4583 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124243 members 
Mstep: Class 29 contains 120770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115480 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12509 members 
Mstep: Class 38 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743184.000000 Penalty: 86209.281250
Iteration 247Q: 39 clusters Score -1.417432e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 1750 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 50938 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101465 members 
Mstep: Class 10 contains 26445 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98383 members 
Mstep: Class 15 contains 113657 members 
Mstep: Class 16 contains 38411 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10682 members 
Mstep: Class 19 contains 112796 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63577 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 13992 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4583 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 124119 members 
Mstep: Class 29 contains 120878 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6367 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115413 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743296.000000 Penalty: 86209.281250
Iteration 248Q: 39 clusters Score -1.417433e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 7912 members 
Mstep: Class 3 contains 1750 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 51008 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101448 members 
Mstep: Class 10 contains 26432 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6021 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98402 members 
Mstep: Class 15 contains 113569 members 
Mstep: Class 16 contains 38478 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 112724 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63576 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 13987 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4581 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123998 members 
Mstep: Class 29 contains 120996 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6355 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115387 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743360.000000 Penalty: 86209.281250
Iteration 249Q: 39 clusters Score -1.417434e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 51062 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 101442 members 
Mstep: Class 10 contains 26426 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98418 members 
Mstep: Class 15 contains 113499 members 
Mstep: Class 16 contains 38549 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10684 members 
Mstep: Class 19 contains 112645 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63575 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 13989 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4583 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123904 members 
Mstep: Class 29 contains 121094 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6348 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115355 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12515 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743488.000000 Penalty: 86209.281250
Iteration 250Q: 39 clusters Score -1.417435e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 1748 members 
Mstep: Class 4 contains 18537 members 
Mstep: Class 5 contains 51114 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 101421 members 
Mstep: Class 10 contains 26427 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6018 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98432 members 
Mstep: Class 15 contains 113457 members 
Mstep: Class 16 contains 38619 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10682 members 
Mstep: Class 19 contains 112580 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63569 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 13997 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123781 members 
Mstep: Class 29 contains 121141 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6346 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115348 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12530 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743584.000000 Penalty: 86209.281250
Iteration 251Q: 39 clusters Score -1.417436e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 1747 members 
Mstep: Class 4 contains 18529 members 
Mstep: Class 5 contains 51188 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 101406 members 
Mstep: Class 10 contains 26428 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98445 members 
Mstep: Class 15 contains 113390 members 
Mstep: Class 16 contains 38684 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10679 members 
Mstep: Class 19 contains 112501 members 
Mstep: Class 20 contains 5627 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63598 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4581 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123657 members 
Mstep: Class 29 contains 121167 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6340 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115329 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12542 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743808.000000 Penalty: 86209.281250
Iteration 252Q: 39 clusters Score -1.417438e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 18519 members 
Mstep: Class 5 contains 51268 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 101397 members 
Mstep: Class 10 contains 26422 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98453 members 
Mstep: Class 15 contains 113327 members 
Mstep: Class 16 contains 38757 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10676 members 
Mstep: Class 19 contains 112396 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63608 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 14020 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4580 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123540 members 
Mstep: Class 29 contains 121231 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6334 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115311 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12547 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743712.000000 Penalty: 86209.281250
Iteration 253Q: 39 clusters Score -1.417437e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 51354 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 101382 members 
Mstep: Class 10 contains 26415 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 98482 members 
Mstep: Class 15 contains 113310 members 
Mstep: Class 16 contains 38829 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 19 contains 112261 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63617 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 14020 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4580 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123438 members 
Mstep: Class 29 contains 121286 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6324 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115254 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12553 members 
Mstep: Class 38 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743968.000000 Penalty: 86209.281250
Iteration 254Q: 39 clusters Score -1.41744e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 18514 members 
Mstep: Class 5 contains 51450 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17573 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 101362 members 
Mstep: Class 10 contains 26398 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 98506 members 
Mstep: Class 15 contains 113281 members 
Mstep: Class 16 contains 38901 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10658 members 
Mstep: Class 19 contains 112126 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63629 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14021 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4583 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123350 members 
Mstep: Class 29 contains 121321 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6320 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115212 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12562 members 
Mstep: Class 38 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744112.000000 Penalty: 86209.281250
Iteration 255Q: 39 clusters Score -1.417441e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 7896 members 
Mstep: Class 3 contains 1742 members 
Mstep: Class 4 contains 18498 members 
Mstep: Class 5 contains 51538 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17568 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 101345 members 
Mstep: Class 10 contains 26370 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6018 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 98550 members 
Mstep: Class 15 contains 113272 members 
Mstep: Class 16 contains 38972 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10642 members 
Mstep: Class 19 contains 111982 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63646 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14019 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123246 members 
Mstep: Class 29 contains 121359 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6310 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115177 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12570 members 
Mstep: Class 38 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744224.000000 Penalty: 86209.281250
Iteration 256Q: 39 clusters Score -1.417442e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 7896 members 
Mstep: Class 3 contains 1741 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 51633 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 101338 members 
Mstep: Class 10 contains 26347 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 6018 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 98588 members 
Mstep: Class 15 contains 113271 members 
Mstep: Class 16 contains 39021 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 111865 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63646 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14021 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4588 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123162 members 
Mstep: Class 29 contains 121370 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6299 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115131 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12579 members 
Mstep: Class 38 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744256.000000 Penalty: 86209.281250
Iteration 257Q: 39 clusters Score -1.417443e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 7893 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 51726 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 101335 members 
Mstep: Class 10 contains 26325 members 
Mstep: Class 11 contains 599 members 
Mstep: Class 12 contains 6018 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 98618 members 
Mstep: Class 15 contains 113256 members 
Mstep: Class 16 contains 39085 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 111727 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63650 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14045 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4588 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 123077 members 
Mstep: Class 29 contains 121366 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6289 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115093 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12587 members 
Mstep: Class 38 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744080.000000 Penalty: 86209.281250
Iteration 258Q: 39 clusters Score -1.417441e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 7888 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 18447 members 
Mstep: Class 5 contains 51814 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 101339 members 
Mstep: Class 10 contains 26312 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 98653 members 
Mstep: Class 15 contains 113267 members 
Mstep: Class 16 contains 39146 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 111620 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63650 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14066 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4586 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122983 members 
Mstep: Class 29 contains 121361 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6284 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 115028 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12591 members 
Mstep: Class 38 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744432.000000 Penalty: 86209.281250
Iteration 259Q: 39 clusters Score -1.417444e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 7882 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 18434 members 
Mstep: Class 5 contains 51893 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 101328 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98703 members 
Mstep: Class 15 contains 113249 members 
Mstep: Class 16 contains 39191 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10610 members 
Mstep: Class 19 contains 111496 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63637 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14077 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122907 members 
Mstep: Class 29 contains 121369 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114994 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12598 members 
Mstep: Class 38 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744640.000000 Penalty: 86209.281250
Iteration 260F: 39 clusters Score -1.417446e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 7877 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 51966 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 101317 members 
Mstep: Class 10 contains 26298 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98757 members 
Mstep: Class 15 contains 113241 members 
Mstep: Class 16 contains 39251 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10603 members 
Mstep: Class 19 contains 111361 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63654 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4582 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122785 members 
Mstep: Class 29 contains 121380 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114954 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12605 members 
Mstep: Class 38 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744496.000000 Penalty: 86209.281250
Iteration 261Q: 39 clusters Score -1.417445e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 7875 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 18417 members 
Mstep: Class 5 contains 52046 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 101323 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98818 members 
Mstep: Class 15 contains 113228 members 
Mstep: Class 16 contains 39316 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10592 members 
Mstep: Class 19 contains 111228 members 
Mstep: Class 20 contains 5583 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63661 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14102 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122647 members 
Mstep: Class 29 contains 121373 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6269 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114931 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744944.000000 Penalty: 86209.281250
Iteration 262Q: 39 clusters Score -1.417449e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 7872 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 18405 members 
Mstep: Class 5 contains 52099 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 101314 members 
Mstep: Class 10 contains 26302 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98876 members 
Mstep: Class 15 contains 113247 members 
Mstep: Class 16 contains 39391 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10587 members 
Mstep: Class 19 contains 111160 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63685 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 14110 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122482 members 
Mstep: Class 29 contains 121356 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6264 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114891 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744992.000000 Penalty: 86209.281250
Iteration 263Q: 39 clusters Score -1.41745e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 7874 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 18389 members 
Mstep: Class 5 contains 52162 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 101307 members 
Mstep: Class 10 contains 26294 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98933 members 
Mstep: Class 15 contains 113286 members 
Mstep: Class 16 contains 39482 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 111081 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63679 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 14113 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122304 members 
Mstep: Class 29 contains 121321 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6261 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114855 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12610 members 
Mstep: Class 38 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745248.000000 Penalty: 86209.281250
Iteration 264Q: 39 clusters Score -1.417452e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 18384 members 
Mstep: Class 5 contains 52224 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 101307 members 
Mstep: Class 10 contains 26292 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 98989 members 
Mstep: Class 15 contains 113303 members 
Mstep: Class 16 contains 39583 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10579 members 
Mstep: Class 19 contains 110963 members 
Mstep: Class 20 contains 5561 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63686 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 14123 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122150 members 
Mstep: Class 29 contains 121293 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6260 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114807 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12606 members 
Mstep: Class 38 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745184.000000 Penalty: 86209.281250
Iteration 265Q: 39 clusters Score -1.417452e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 18384 members 
Mstep: Class 5 contains 52285 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 101286 members 
Mstep: Class 10 contains 26290 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99046 members 
Mstep: Class 15 contains 113309 members 
Mstep: Class 16 contains 39661 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 110847 members 
Mstep: Class 20 contains 5557 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63687 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 14134 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4567 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 122020 members 
Mstep: Class 29 contains 121281 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6257 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114773 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12607 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745200.000000 Penalty: 86209.281250
Iteration 266Q: 39 clusters Score -1.417452e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 7872 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 18385 members 
Mstep: Class 5 contains 52340 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 101287 members 
Mstep: Class 10 contains 26282 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99100 members 
Mstep: Class 15 contains 113301 members 
Mstep: Class 16 contains 39752 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10563 members 
Mstep: Class 19 contains 110757 members 
Mstep: Class 20 contains 5554 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63662 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 14134 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121886 members 
Mstep: Class 29 contains 121279 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6254 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114725 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12620 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745088.000000 Penalty: 86209.281250
Iteration 267Q: 39 clusters Score -1.417451e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 7872 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 18383 members 
Mstep: Class 5 contains 52397 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 3243 members 
Mstep: Class 9 contains 101256 members 
Mstep: Class 10 contains 26281 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99156 members 
Mstep: Class 15 contains 113274 members 
Mstep: Class 16 contains 39846 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10553 members 
Mstep: Class 19 contains 110643 members 
Mstep: Class 20 contains 5548 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63672 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4567 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121799 members 
Mstep: Class 29 contains 121261 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6258 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114663 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12623 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745536.000000 Penalty: 86209.281250
Iteration 268Q: 39 clusters Score -1.417455e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 7874 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 18377 members 
Mstep: Class 5 contains 52458 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 101247 members 
Mstep: Class 10 contains 26288 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99207 members 
Mstep: Class 15 contains 113237 members 
Mstep: Class 16 contains 39930 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 110514 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63686 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 14139 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121751 members 
Mstep: Class 29 contains 121221 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6251 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114610 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12628 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745376.000000 Penalty: 86209.281250
Iteration 269Q: 39 clusters Score -1.417454e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 7879 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 18368 members 
Mstep: Class 5 contains 52522 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 101259 members 
Mstep: Class 10 contains 26286 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99241 members 
Mstep: Class 15 contains 113178 members 
Mstep: Class 16 contains 40021 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 110397 members 
Mstep: Class 20 contains 5534 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63677 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 14137 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121714 members 
Mstep: Class 29 contains 121239 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6251 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114562 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1242 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12627 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745632.000000 Penalty: 86209.281250
Iteration 270Q: 39 clusters Score -1.417456e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 18365 members 
Mstep: Class 5 contains 52597 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17592 members 
Mstep: Class 8 contains 3249 members 
Mstep: Class 9 contains 101252 members 
Mstep: Class 10 contains 26288 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99287 members 
Mstep: Class 15 contains 113132 members 
Mstep: Class 16 contains 40113 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10522 members 
Mstep: Class 19 contains 110260 members 
Mstep: Class 20 contains 5527 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63661 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 14141 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121658 members 
Mstep: Class 29 contains 121252 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6257 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114500 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1239 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12622 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745840.000000 Penalty: 86209.281250
Iteration 271Q: 39 clusters Score -1.417458e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 7884 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 18348 members 
Mstep: Class 5 contains 52664 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 3249 members 
Mstep: Class 9 contains 101265 members 
Mstep: Class 10 contains 26291 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99324 members 
Mstep: Class 15 contains 113087 members 
Mstep: Class 16 contains 40226 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 110103 members 
Mstep: Class 20 contains 5519 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63653 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 14141 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4568 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121638 members 
Mstep: Class 29 contains 121271 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6258 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114437 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12614 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746224.000000 Penalty: 86209.281250
Iteration 272Q: 39 clusters Score -1.417462e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 7882 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 52724 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 101261 members 
Mstep: Class 10 contains 26290 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99364 members 
Mstep: Class 15 contains 113044 members 
Mstep: Class 16 contains 40340 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10504 members 
Mstep: Class 19 contains 109949 members 
Mstep: Class 20 contains 5514 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63664 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 14152 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121629 members 
Mstep: Class 29 contains 121276 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6258 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114352 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12607 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746464.000000 Penalty: 86209.281250
Iteration 273Q: 39 clusters Score -1.417465e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 7880 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 18325 members 
Mstep: Class 5 contains 52791 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 101251 members 
Mstep: Class 10 contains 26279 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99424 members 
Mstep: Class 15 contains 112970 members 
Mstep: Class 16 contains 40447 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 109757 members 
Mstep: Class 20 contains 5512 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63675 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14153 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4573 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121653 members 
Mstep: Class 29 contains 121299 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6256 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114283 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12601 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746688.000000 Penalty: 86209.281250
Iteration 274Q: 39 clusters Score -1.417467e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 7881 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 18317 members 
Mstep: Class 5 contains 52874 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17591 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 101242 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99475 members 
Mstep: Class 15 contains 112870 members 
Mstep: Class 16 contains 40563 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 109563 members 
Mstep: Class 20 contains 5511 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63682 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 14166 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4578 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121676 members 
Mstep: Class 29 contains 121324 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6261 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114180 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12600 members 
Mstep: Class 38 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746816.000000 Penalty: 86209.281250
Iteration 275Q: 39 clusters Score -1.417468e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 7878 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 18315 members 
Mstep: Class 5 contains 52951 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 101250 members 
Mstep: Class 10 contains 26262 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99527 members 
Mstep: Class 15 contains 112790 members 
Mstep: Class 16 contains 40658 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10479 members 
Mstep: Class 19 contains 109359 members 
Mstep: Class 20 contains 5509 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63674 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 14170 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4580 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121687 members 
Mstep: Class 29 contains 121364 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6262 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114092 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12599 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746736.000000 Penalty: 86209.281250
Iteration 276Q: 39 clusters Score -1.417467e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 7877 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 18309 members 
Mstep: Class 5 contains 53021 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101242 members 
Mstep: Class 10 contains 26254 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 99597 members 
Mstep: Class 15 contains 112747 members 
Mstep: Class 16 contains 40744 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10471 members 
Mstep: Class 19 contains 109159 members 
Mstep: Class 20 contains 5507 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63676 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4586 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121657 members 
Mstep: Class 29 contains 121405 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6263 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 114030 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12588 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746720.000000 Penalty: 86209.281250
Iteration 277Q: 39 clusters Score -1.417467e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 18302 members 
Mstep: Class 5 contains 53092 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101230 members 
Mstep: Class 10 contains 26252 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99673 members 
Mstep: Class 15 contains 112658 members 
Mstep: Class 16 contains 40847 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10468 members 
Mstep: Class 19 contains 108998 members 
Mstep: Class 20 contains 5507 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63675 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 14217 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4588 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121598 members 
Mstep: Class 29 contains 121438 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113964 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1239 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12582 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747056.000000 Penalty: 86209.281250
Iteration 278Q: 39 clusters Score -1.417471e+08 nChanged 1833
Entering ConstructFrom: 
Score: -141747056.000000 Penalty: 86209.281250
Entering ConstructFrom: 
Trying to split cluster 1 (73205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Entering Unmasked Estep 
Score: -9257741.000000 Penalty: 1820.165649
	Iteration 0F: 2 clusters Score -9257741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -9208979.000000 Penalty: 3640.331299
	Iteration 0F: 3 clusters Score -9208979 nChanged 34769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -9228677.000000 Penalty: 3640.331299
	Iteration 1F: 3 clusters Score -9228677 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -9229146.000000 Penalty: 3640.331299
	Iteration 2Q: 3 clusters Score -9229146 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -9229621.000000 Penalty: 3640.331299
	Iteration 3Q: 3 clusters Score -9229621 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -9230122.000000 Penalty: 3640.331299
	Iteration 4Q: 3 clusters Score -9230122 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -9230687.000000 Penalty: 3640.331299
	Iteration 5Q: 3 clusters Score -9230687 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -9231581.000000 Penalty: 3640.331299
	Iteration 6Q: 3 clusters Score -9231581 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -9232765.000000 Penalty: 3640.331299
	Iteration 7Q: 3 clusters Score -9232765 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -9234769.000000 Penalty: 3640.331299
	Iteration 8Q: 3 clusters Score -9234769 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -9237685.000000 Penalty: 3640.331299
	Iteration 9F: 3 clusters Score -9237685 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -9241452.000000 Penalty: 3640.331299
	Iteration 10F: 3 clusters Score -9241452 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -9245352.000000 Penalty: 3640.331299
	Iteration 11F: 3 clusters Score -9245352 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -9248660.000000 Penalty: 3640.331299
	Iteration 12F: 3 clusters Score -9248660 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -9251259.000000 Penalty: 3640.331299
	Iteration 13Q: 3 clusters Score -9251259 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -9253023.000000 Penalty: 3640.331299
	Iteration 14Q: 3 clusters Score -9253023 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -9254039.000000 Penalty: 3640.331299
	Iteration 15Q: 3 clusters Score -9254039 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9254765.000000 Penalty: 3640.331299
	Iteration 16Q: 3 clusters Score -9254765 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -9255221.000000 Penalty: 3640.331299
	Iteration 17Q: 3 clusters Score -9255221 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -9255587.000000 Penalty: 3640.331299
	Iteration 18Q: 3 clusters Score -9255587 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -9255804.000000 Penalty: 3640.331299
	Iteration 19Q: 3 clusters Score -9255804 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -9255935.000000 Penalty: 3640.331299
	Iteration 20F: 3 clusters Score -9255935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -9255996.000000 Penalty: 3640.331299
	Iteration 21Q: 3 clusters Score -9255996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -9256056.000000 Penalty: 3640.331299
	Iteration 22Q: 3 clusters Score -9256056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -9256072.000000 Penalty: 3640.331299
	Iteration 23Q: 3 clusters Score -9256072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -9256112.000000 Penalty: 3640.331299
	Iteration 24Q: 3 clusters Score -9256112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -9256119.000000 Penalty: 3640.331299
	Iteration 25Q: 3 clusters Score -9256119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -9256126.000000 Penalty: 3640.331299
	Iteration 26Q: 3 clusters Score -9256126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -9256133.000000 Penalty: 3640.331299
	Iteration 27Q: 3 clusters Score -9256133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -9256152.000000 Penalty: 3640.331299
	Iteration 28Q: 3 clusters Score -9256152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -9256153.000000 Penalty: 3640.331299
	Iteration 29Q: 3 clusters Score -9256153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9256158.000000 Penalty: 3640.331299
	Iteration 30Q: 3 clusters Score -9256158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -9256157.000000 Penalty: 3640.331299
	Iteration 31Q: 3 clusters Score -9256157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -9256161.000000 Penalty: 3640.331299
	Iteration 32Q: 3 clusters Score -9256161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -9256166.000000 Penalty: 3640.331299
	Iteration 33Q: 3 clusters Score -9256166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -9256172.000000 Penalty: 3640.331299
	Iteration 34Q: 3 clusters Score -9256172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -9256180.000000 Penalty: 3640.331299
	Iteration 35Q: 3 clusters Score -9256180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -9256181.000000 Penalty: 3640.331299
	Iteration 36Q: 3 clusters Score -9256181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -9256187.000000 Penalty: 3640.331299
	Iteration 37Q: 3 clusters Score -9256187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -9256186.000000 Penalty: 3640.331299
	Iteration 38Q: 3 clusters Score -9256186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -9256182.000000 Penalty: 3640.331299
	Iteration 39Q: 3 clusters Score -9256182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -9256188.000000 Penalty: 3640.331299
	Iteration 40F: 3 clusters Score -9256188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -9256187.000000 Penalty: 3640.331299
	Iteration 41Q: 3 clusters Score -9256187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -9256177.000000 Penalty: 3640.331299
	Iteration 42Q: 3 clusters Score -9256177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -9256187.000000 Penalty: 3640.331299
	Iteration 43Q: 3 clusters Score -9256187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -9256184.000000 Penalty: 3640.331299
	Iteration 44Q: 3 clusters Score -9256184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -9256199.000000 Penalty: 3640.331299
	Iteration 45Q: 3 clusters Score -9256199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -9256198.000000 Penalty: 3640.331299
	Iteration 46Q: 3 clusters Score -9256198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -9256201.000000 Penalty: 3640.331299
	Iteration 47Q: 3 clusters Score -9256201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -9256201.000000 Penalty: 3640.331299
	Iteration 48Q: 3 clusters Score -9256201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -9256202.000000 Penalty: 3640.331299
	Iteration 49Q: 3 clusters Score -9256202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -9256198.000000 Penalty: 3640.331299
	Iteration 50Q: 3 clusters Score -9256198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -9256199.000000 Penalty: 3640.331299
	Iteration 51Q: 3 clusters Score -9256199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -9256213.000000 Penalty: 3640.331299
	Iteration 52Q: 3 clusters Score -9256213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -9256204.000000 Penalty: 3640.331299
	Iteration 53Q: 3 clusters Score -9256204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -9256204.000000 Penalty: 3640.331299
	Iteration 54Q: 3 clusters Score -9256204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -9256212.000000 Penalty: 3640.331299
	Iteration 55Q: 3 clusters Score -9256212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -9256215.000000 Penalty: 3640.331299
	Iteration 56Q: 3 clusters Score -9256215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -9256209.000000 Penalty: 3640.331299
	Iteration 57Q: 3 clusters Score -9256209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -9256213.000000 Penalty: 3640.331299
	Iteration 58Q: 3 clusters Score -9256213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -9256213.000000 Penalty: 3640.331299
	Iteration 59F: 3 clusters Score -9256213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -979679.062500 Penalty: 1457.736450
	Iteration 0F: 2 clusters Score -979679.1 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 4012 members 
Entering Unmasked Estep 
Score: -973856.437500 Penalty: 2915.472900
	Iteration 0F: 3 clusters Score -973856.4 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -975637.937500 Penalty: 2915.472900
	Iteration 1F: 3 clusters Score -975637.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -975824.687500 Penalty: 2915.472900
	Iteration 2F: 3 clusters Score -975824.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -975962.750000 Penalty: 2915.472900
	Iteration 3Q: 3 clusters Score -975962.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -976107.250000 Penalty: 2915.472900
	Iteration 4Q: 3 clusters Score -976107.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -976260.000000 Penalty: 2915.472900
	Iteration 5Q: 3 clusters Score -976260 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -976437.375000 Penalty: 2915.472900
	Iteration 6Q: 3 clusters Score -976437.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -976676.937500 Penalty: 2915.472900
	Iteration 7Q: 3 clusters Score -976676.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -976926.250000 Penalty: 2915.472900
	Iteration 8Q: 3 clusters Score -976926.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -977188.625000 Penalty: 2915.472900
	Iteration 9Q: 3 clusters Score -977188.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -977454.187500 Penalty: 2915.472900
	Iteration 10Q: 3 clusters Score -977454.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -977697.187500 Penalty: 2915.472900
	Iteration 11Q: 3 clusters Score -977697.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -977895.312500 Penalty: 2915.472900
	Iteration 12Q: 3 clusters Score -977895.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -978085.187500 Penalty: 2915.472900
	Iteration 13Q: 3 clusters Score -978085.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -978194.500000 Penalty: 2915.472900
	Iteration 14Q: 3 clusters Score -978194.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -978268.937500 Penalty: 2915.472900
	Iteration 15Q: 3 clusters Score -978268.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -978311.312500 Penalty: 2915.472900
	Iteration 16Q: 3 clusters Score -978311.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -978349.062500 Penalty: 2915.472900
	Iteration 17Q: 3 clusters Score -978349.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -978371.312500 Penalty: 2915.472900
	Iteration 18Q: 3 clusters Score -978371.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -978396.750000 Penalty: 2915.472900
	Iteration 19Q: 3 clusters Score -978396.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -978410.375000 Penalty: 2915.472900
	Iteration 20F: 3 clusters Score -978410.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -978421.000000 Penalty: 2915.472900
	Iteration 21Q: 3 clusters Score -978421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -978428.875000 Penalty: 2915.472900
	Iteration 22Q: 3 clusters Score -978428.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -978442.625000 Penalty: 2915.472900
	Iteration 23Q: 3 clusters Score -978442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -978449.437500 Penalty: 2915.472900
	Iteration 24Q: 3 clusters Score -978449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -978451.500000 Penalty: 2915.472900
	Iteration 25Q: 3 clusters Score -978451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -978454.687500 Penalty: 2915.472900
	Iteration 26Q: 3 clusters Score -978454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -978459.312500 Penalty: 2915.472900
	Iteration 27Q: 3 clusters Score -978459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -978463.062500 Penalty: 2915.472900
	Iteration 28Q: 3 clusters Score -978463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -978463.500000 Penalty: 2915.472900
	Iteration 29Q: 3 clusters Score -978463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -978463.625000 Penalty: 2915.472900
	Iteration 30Q: 3 clusters Score -978463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -978463.625000 Penalty: 2915.472900
	Iteration 31F: 3 clusters Score -978463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -194711.375000 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -194711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192826.437500 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -192826.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -193410.796875 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -193410.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -193648.890625 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -193648.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -193820.390625 Penalty: 2423.347900
	Iteration 3F: 3 clusters Score -193820.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193985.062500 Penalty: 2423.347900
	Iteration 4F: 3 clusters Score -193985.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -194168.828125 Penalty: 2423.347900
	Iteration 5F: 3 clusters Score -194168.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194325.484375 Penalty: 2423.347900
	Iteration 6Q: 3 clusters Score -194325.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194411.640625 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -194411.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194472.703125 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -194472.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -194514.187500 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -194514.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194532.234375 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -194532.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194555.218750 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -194555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -194572.265625 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -194572.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -194583.312500 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -194583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -194591.031250 Penalty: 2423.347900
	Iteration 14Q: 3 clusters Score -194591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194596.859375 Penalty: 2423.347900
	Iteration 15Q: 3 clusters Score -194596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -194600.187500 Penalty: 2423.347900
	Iteration 16Q: 3 clusters Score -194600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -194606.437500 Penalty: 2423.347900
	Iteration 17Q: 3 clusters Score -194606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -194609.156250 Penalty: 2423.347900
	Iteration 18Q: 3 clusters Score -194609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -194611.671875 Penalty: 2423.347900
	Iteration 19Q: 3 clusters Score -194611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -194613.640625 Penalty: 2423.347900
	Iteration 20F: 3 clusters Score -194613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -194618.375000 Penalty: 2423.347900
	Iteration 21Q: 3 clusters Score -194618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -194622.640625 Penalty: 2423.347900
	Iteration 22Q: 3 clusters Score -194622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194626.781250 Penalty: 2423.347900
	Iteration 23Q: 3 clusters Score -194626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194628.828125 Penalty: 2423.347900
	Iteration 24Q: 3 clusters Score -194628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194630.500000 Penalty: 2423.347900
	Iteration 25Q: 3 clusters Score -194630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -194635.390625 Penalty: 2423.347900
	Iteration 26Q: 3 clusters Score -194635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -194635.968750 Penalty: 2423.347900
	Iteration 27Q: 3 clusters Score -194636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -194637.093750 Penalty: 2423.347900
	Iteration 28Q: 3 clusters Score -194637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -194637.093750 Penalty: 2423.347900
	Iteration 29F: 3 clusters Score -194637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Entering Unmasked Estep 
Score: -2239824.000000 Penalty: 1594.801636
	Iteration 0F: 2 clusters Score -2239824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2227278.250000 Penalty: 3189.603271
	Iteration 0F: 3 clusters Score -2227278 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2231983.750000 Penalty: 3189.603271
	Iteration 1F: 3 clusters Score -2231984 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2232617.000000 Penalty: 3189.603271
	Iteration 2F: 3 clusters Score -2232617 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2233258.500000 Penalty: 3189.603271
	Iteration 3F: 3 clusters Score -2233258 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2233979.750000 Penalty: 3189.603271
	Iteration 4F: 3 clusters Score -2233980 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2234820.750000 Penalty: 3189.603271
	Iteration 5F: 3 clusters Score -2234821 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2235646.750000 Penalty: 3189.603271
	Iteration 6F: 3 clusters Score -2235647 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2236422.000000 Penalty: 3189.603271
	Iteration 7F: 3 clusters Score -2236422 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2237066.750000 Penalty: 3189.603271
	Iteration 8Q: 3 clusters Score -2237067 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2237562.750000 Penalty: 3189.603271
	Iteration 9Q: 3 clusters Score -2237563 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2237901.750000 Penalty: 3189.603271
	Iteration 10Q: 3 clusters Score -2237902 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2238102.500000 Penalty: 3189.603271
	Iteration 11Q: 3 clusters Score -2238102 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2238249.500000 Penalty: 3189.603271
	Iteration 12Q: 3 clusters Score -2238250 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2238340.250000 Penalty: 3189.603271
	Iteration 13Q: 3 clusters Score -2238340 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2238409.500000 Penalty: 3189.603271
	Iteration 14Q: 3 clusters Score -2238410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2238471.250000 Penalty: 3189.603271
	Iteration 15Q: 3 clusters Score -2238471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2238501.250000 Penalty: 3189.603271
	Iteration 16Q: 3 clusters Score -2238501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2238537.000000 Penalty: 3189.603271
	Iteration 17Q: 3 clusters Score -2238537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2238547.750000 Penalty: 3189.603271
	Iteration 18Q: 3 clusters Score -2238548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2238564.500000 Penalty: 3189.603271
	Iteration 19Q: 3 clusters Score -2238564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2238568.750000 Penalty: 3189.603271
	Iteration 20F: 3 clusters Score -2238569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2238573.250000 Penalty: 3189.603271
	Iteration 21Q: 3 clusters Score -2238573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2238582.250000 Penalty: 3189.603271
	Iteration 22Q: 3 clusters Score -2238582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2238584.500000 Penalty: 3189.603271
	Iteration 23Q: 3 clusters Score -2238584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2238592.500000 Penalty: 3189.603271
	Iteration 24Q: 3 clusters Score -2238592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2238595.750000 Penalty: 3189.603271
	Iteration 25Q: 3 clusters Score -2238596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2238600.750000 Penalty: 3189.603271
	Iteration 26Q: 3 clusters Score -2238601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2238598.250000 Penalty: 3189.603271
	Iteration 27Q: 3 clusters Score -2238598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2238599.250000 Penalty: 3189.603271
	Iteration 28Q: 3 clusters Score -2238599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2238603.250000 Penalty: 3189.603271
	Iteration 29Q: 3 clusters Score -2238603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2238607.000000 Penalty: 3189.603271
	Iteration 30Q: 3 clusters Score -2238607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2238612.000000 Penalty: 3189.603271
	Iteration 31Q: 3 clusters Score -2238612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2238611.500000 Penalty: 3189.603271
	Iteration 32Q: 3 clusters Score -2238612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2238611.500000 Penalty: 3189.603271
	Iteration 33F: 3 clusters Score -2238612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Entering Unmasked Estep 
Score: -6726514.500000 Penalty: 1768.197021
	Iteration 0F: 2 clusters Score -6726514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -6691118.000000 Penalty: 3536.394043
	Iteration 0F: 3 clusters Score -6691118 nChanged 24887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6705657.000000 Penalty: 3536.394043
	Iteration 1F: 3 clusters Score -6705657 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -6706471.500000 Penalty: 3536.394043
	Iteration 2Q: 3 clusters Score -6706472 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6707464.500000 Penalty: 3536.394043
	Iteration 3Q: 3 clusters Score -6707464 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -6708796.000000 Penalty: 3536.394043
	Iteration 4Q: 3 clusters Score -6708796 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -6710427.500000 Penalty: 3536.394043
	Iteration 5F: 3 clusters Score -6710428 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -6712363.500000 Penalty: 3536.394043
	Iteration 6F: 3 clusters Score -6712364 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6714455.000000 Penalty: 3536.394043
	Iteration 7F: 3 clusters Score -6714455 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -6716420.500000 Penalty: 3536.394043
	Iteration 8F: 3 clusters Score -6716420 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6717887.000000 Penalty: 3536.394043
	Iteration 9Q: 3 clusters Score -6717887 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -6718737.000000 Penalty: 3536.394043
	Iteration 10Q: 3 clusters Score -6718737 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -6719034.500000 Penalty: 3536.394043
	Iteration 11Q: 3 clusters Score -6719034 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -6719335.500000 Penalty: 3536.394043
	Iteration 12Q: 3 clusters Score -6719336 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -6719558.500000 Penalty: 3536.394043
	Iteration 13Q: 3 clusters Score -6719558 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6719723.500000 Penalty: 3536.394043
	Iteration 14Q: 3 clusters Score -6719724 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -6719855.500000 Penalty: 3536.394043
	Iteration 15Q: 3 clusters Score -6719856 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6719955.500000 Penalty: 3536.394043
	Iteration 16Q: 3 clusters Score -6719956 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -6720095.000000 Penalty: 3536.394043
	Iteration 17Q: 3 clusters Score -6720095 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6720189.500000 Penalty: 3536.394043
	Iteration 18Q: 3 clusters Score -6720190 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -6720276.000000 Penalty: 3536.394043
	Iteration 19Q: 3 clusters Score -6720276 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6720354.000000 Penalty: 3536.394043
	Iteration 20F: 3 clusters Score -6720354 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6720431.500000 Penalty: 3536.394043
	Iteration 21Q: 3 clusters Score -6720432 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -6720493.000000 Penalty: 3536.394043
	Iteration 22Q: 3 clusters Score -6720493 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -6720564.500000 Penalty: 3536.394043
	Iteration 23Q: 3 clusters Score -6720564 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -6720644.500000 Penalty: 3536.394043
	Iteration 24Q: 3 clusters Score -6720644 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -6720701.500000 Penalty: 3536.394043
	Iteration 25Q: 3 clusters Score -6720702 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -6720729.500000 Penalty: 3536.394043
	Iteration 26Q: 3 clusters Score -6720730 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6720780.000000 Penalty: 3536.394043
	Iteration 27Q: 3 clusters Score -6720780 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -6720801.500000 Penalty: 3536.394043
	Iteration 28Q: 3 clusters Score -6720802 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6720837.000000 Penalty: 3536.394043
	Iteration 29Q: 3 clusters Score -6720837 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -6720920.500000 Penalty: 3536.394043
	Iteration 30Q: 3 clusters Score -6720920 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -6720986.000000 Penalty: 3536.394043
	Iteration 31Q: 3 clusters Score -6720986 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -6721077.000000 Penalty: 3536.394043
	Iteration 32Q: 3 clusters Score -6721077 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6721121.000000 Penalty: 3536.394043
	Iteration 33Q: 3 clusters Score -6721121 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -6721187.000000 Penalty: 3536.394043
	Iteration 34Q: 3 clusters Score -6721187 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -6721300.000000 Penalty: 3536.394043
	Iteration 35Q: 3 clusters Score -6721300 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -6721381.500000 Penalty: 3536.394043
	Iteration 36Q: 3 clusters Score -6721382 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6721514.000000 Penalty: 3536.394043
	Iteration 37Q: 3 clusters Score -6721514 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -6721617.500000 Penalty: 3536.394043
	Iteration 38Q: 3 clusters Score -6721618 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -6721730.500000 Penalty: 3536.394043
	Iteration 39Q: 3 clusters Score -6721730 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -6721883.500000 Penalty: 3536.394043
	Iteration 40F: 3 clusters Score -6721884 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -6721989.000000 Penalty: 3536.394043
	Iteration 41Q: 3 clusters Score -6721989 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -6722095.500000 Penalty: 3536.394043
	Iteration 42Q: 3 clusters Score -6722096 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -6722176.500000 Penalty: 3536.394043
	Iteration 43Q: 3 clusters Score -6722176 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -6722301.500000 Penalty: 3536.394043
	Iteration 44Q: 3 clusters Score -6722302 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -6722429.000000 Penalty: 3536.394043
	Iteration 45Q: 3 clusters Score -6722429 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -6722560.000000 Penalty: 3536.394043
	Iteration 46Q: 3 clusters Score -6722560 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -6722670.500000 Penalty: 3536.394043
	Iteration 47Q: 3 clusters Score -6722670 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -6722779.000000 Penalty: 3536.394043
	Iteration 48Q: 3 clusters Score -6722779 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -6722923.000000 Penalty: 3536.394043
	Iteration 49Q: 3 clusters Score -6722923 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6723051.500000 Penalty: 3536.394043
	Iteration 50Q: 3 clusters Score -6723052 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -6723167.000000 Penalty: 3536.394043
	Iteration 51Q: 3 clusters Score -6723167 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -6723309.000000 Penalty: 3536.394043
	Iteration 52Q: 3 clusters Score -6723309 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6723446.000000 Penalty: 3536.394043
	Iteration 53Q: 3 clusters Score -6723446 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -6723561.000000 Penalty: 3536.394043
	Iteration 54Q: 3 clusters Score -6723561 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -6723674.000000 Penalty: 3536.394043
	Iteration 55Q: 3 clusters Score -6723674 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -6723798.000000 Penalty: 3536.394043
	Iteration 56Q: 3 clusters Score -6723798 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6723899.500000 Penalty: 3536.394043
	Iteration 57Q: 3 clusters Score -6723900 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6724016.000000 Penalty: 3536.394043
	Iteration 58Q: 3 clusters Score -6724016 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6724121.000000 Penalty: 3536.394043
	Iteration 59Q: 3 clusters Score -6724121 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -6724218.500000 Penalty: 3536.394043
	Iteration 60F: 3 clusters Score -6724218 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -6724307.000000 Penalty: 3536.394043
	Iteration 61Q: 3 clusters Score -6724307 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -6724380.500000 Penalty: 3536.394043
	Iteration 62Q: 3 clusters Score -6724380 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -6724459.000000 Penalty: 3536.394043
	Iteration 63Q: 3 clusters Score -6724459 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6724535.500000 Penalty: 3536.394043
	Iteration 64Q: 3 clusters Score -6724536 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6724614.500000 Penalty: 3536.394043
	Iteration 65Q: 3 clusters Score -6724614 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6724656.000000 Penalty: 3536.394043
	Iteration 66Q: 3 clusters Score -6724656 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6724687.500000 Penalty: 3536.394043
	Iteration 67Q: 3 clusters Score -6724688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6724725.500000 Penalty: 3536.394043
	Iteration 68Q: 3 clusters Score -6724726 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6724771.500000 Penalty: 3536.394043
	Iteration 69Q: 3 clusters Score -6724772 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6724816.500000 Penalty: 3536.394043
	Iteration 70Q: 3 clusters Score -6724816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6724854.500000 Penalty: 3536.394043
	Iteration 71Q: 3 clusters Score -6724854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6724887.000000 Penalty: 3536.394043
	Iteration 72Q: 3 clusters Score -6724887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6724922.000000 Penalty: 3536.394043
	Iteration 73Q: 3 clusters Score -6724922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6724942.000000 Penalty: 3536.394043
	Iteration 74Q: 3 clusters Score -6724942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6724983.500000 Penalty: 3536.394043
	Iteration 75Q: 3 clusters Score -6724984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6725006.500000 Penalty: 3536.394043
	Iteration 76Q: 3 clusters Score -6725006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6725048.000000 Penalty: 3536.394043
	Iteration 77Q: 3 clusters Score -6725048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6725063.000000 Penalty: 3536.394043
	Iteration 78Q: 3 clusters Score -6725063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6725066.000000 Penalty: 3536.394043
	Iteration 79Q: 3 clusters Score -6725066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6725090.500000 Penalty: 3536.394043
	Iteration 80F: 3 clusters Score -6725090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6725107.500000 Penalty: 3536.394043
	Iteration 81Q: 3 clusters Score -6725108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6725110.500000 Penalty: 3536.394043
	Iteration 82Q: 3 clusters Score -6725110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6725120.500000 Penalty: 3536.394043
	Iteration 83Q: 3 clusters Score -6725120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6725145.000000 Penalty: 3536.394043
	Iteration 84Q: 3 clusters Score -6725145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6725142.500000 Penalty: 3536.394043
	Iteration 85Q: 3 clusters Score -6725142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6725157.000000 Penalty: 3536.394043
	Iteration 86Q: 3 clusters Score -6725157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6725180.000000 Penalty: 3536.394043
	Iteration 87Q: 3 clusters Score -6725180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6725187.500000 Penalty: 3536.394043
	Iteration 88Q: 3 clusters Score -6725188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6725213.500000 Penalty: 3536.394043
	Iteration 89Q: 3 clusters Score -6725214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6725213.500000 Penalty: 3536.394043
	Iteration 90Q: 3 clusters Score -6725214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6725220.500000 Penalty: 3536.394043
	Iteration 91Q: 3 clusters Score -6725220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6725225.000000 Penalty: 3536.394043
	Iteration 92Q: 3 clusters Score -6725225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6725230.500000 Penalty: 3536.394043
	Iteration 93Q: 3 clusters Score -6725230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6725238.500000 Penalty: 3536.394043
	Iteration 94Q: 3 clusters Score -6725238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6725256.500000 Penalty: 3536.394043
	Iteration 95Q: 3 clusters Score -6725256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6725255.500000 Penalty: 3536.394043
	Iteration 96Q: 3 clusters Score -6725256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6725250.500000 Penalty: 3536.394043
	Iteration 97Q: 3 clusters Score -6725250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6725256.000000 Penalty: 3536.394043
	Iteration 98Q: 3 clusters Score -6725256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6725260.000000 Penalty: 3536.394043
	Iteration 99Q: 3 clusters Score -6725260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6725261.500000 Penalty: 3536.394043
	Iteration 100F: 3 clusters Score -6725262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6725255.000000 Penalty: 3536.394043
	Iteration 101Q: 3 clusters Score -6725255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6725266.500000 Penalty: 3536.394043
	Iteration 102Q: 3 clusters Score -6725266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6725267.500000 Penalty: 3536.394043
	Iteration 103Q: 3 clusters Score -6725268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6725271.000000 Penalty: 3536.394043
	Iteration 104Q: 3 clusters Score -6725271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6725280.500000 Penalty: 3536.394043
	Iteration 105Q: 3 clusters Score -6725280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6725281.000000 Penalty: 3536.394043
	Iteration 106Q: 3 clusters Score -6725281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6725289.000000 Penalty: 3536.394043
	Iteration 107Q: 3 clusters Score -6725289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6725299.000000 Penalty: 3536.394043
	Iteration 108Q: 3 clusters Score -6725299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6725298.000000 Penalty: 3536.394043
	Iteration 109Q: 3 clusters Score -6725298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6725303.500000 Penalty: 3536.394043
	Iteration 110Q: 3 clusters Score -6725304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6725305.000000 Penalty: 3536.394043
	Iteration 111Q: 3 clusters Score -6725305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6725309.000000 Penalty: 3536.394043
	Iteration 112Q: 3 clusters Score -6725309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6725311.500000 Penalty: 3536.394043
	Iteration 113Q: 3 clusters Score -6725312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6725310.500000 Penalty: 3536.394043
	Iteration 114Q: 3 clusters Score -6725310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6725311.000000 Penalty: 3536.394043
	Iteration 115Q: 3 clusters Score -6725311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6725321.000000 Penalty: 3536.394043
	Iteration 116Q: 3 clusters Score -6725321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6725331.000000 Penalty: 3536.394043
	Iteration 117Q: 3 clusters Score -6725331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6725330.000000 Penalty: 3536.394043
	Iteration 118Q: 3 clusters Score -6725330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6725332.000000 Penalty: 3536.394043
	Iteration 119Q: 3 clusters Score -6725332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6725326.000000 Penalty: 3536.394043
	Iteration 120F: 3 clusters Score -6725326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6725331.000000 Penalty: 3536.394043
	Iteration 121Q: 3 clusters Score -6725331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6725335.500000 Penalty: 3536.394043
	Iteration 122Q: 3 clusters Score -6725336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6725336.000000 Penalty: 3536.394043
	Iteration 123Q: 3 clusters Score -6725336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6725336.000000 Penalty: 3536.394043
	Iteration 124Q: 3 clusters Score -6725336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6725340.000000 Penalty: 3536.394043
	Iteration 125Q: 3 clusters Score -6725340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6725341.500000 Penalty: 3536.394043
	Iteration 126Q: 3 clusters Score -6725342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6725343.500000 Penalty: 3536.394043
	Iteration 127Q: 3 clusters Score -6725344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6725342.000000 Penalty: 3536.394043
	Iteration 128Q: 3 clusters Score -6725342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6725340.000000 Penalty: 3536.394043
	Iteration 129Q: 3 clusters Score -6725340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6725345.000000 Penalty: 3536.394043
	Iteration 130Q: 3 clusters Score -6725345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6725344.500000 Penalty: 3536.394043
	Iteration 131Q: 3 clusters Score -6725344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6725350.000000 Penalty: 3536.394043
	Iteration 132Q: 3 clusters Score -6725350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6725346.500000 Penalty: 3536.394043
	Iteration 133Q: 3 clusters Score -6725346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6725344.500000 Penalty: 3536.394043
	Iteration 134Q: 3 clusters Score -6725344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6725350.500000 Penalty: 3536.394043
	Iteration 135Q: 3 clusters Score -6725350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6725351.500000 Penalty: 3536.394043
	Iteration 136Q: 3 clusters Score -6725352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6725351.500000 Penalty: 3536.394043
	Iteration 137F: 3 clusters Score -6725352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -30107.232422 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -30107.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29236.845703 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -29236.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29325.843750 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -29325.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29349.712891 Penalty: 1809.712036
	Iteration 2Q: 3 clusters Score -29349.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29352.255859 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -29352.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29352.255859 Penalty: 1809.712036
	Iteration 4F: 3 clusters Score -29352.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Entering Unmasked Estep 
Score: -2163027.500000 Penalty: 1588.599243
	Iteration 0F: 2 clusters Score -2163028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2150967.000000 Penalty: 3177.198486
	Iteration 0F: 3 clusters Score -2150967 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2155226.750000 Penalty: 3177.198486
	Iteration 1F: 3 clusters Score -2155227 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2155617.250000 Penalty: 3177.198486
	Iteration 2F: 3 clusters Score -2155617 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2156059.500000 Penalty: 3177.198486
	Iteration 3F: 3 clusters Score -2156060 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2156639.000000 Penalty: 3177.198486
	Iteration 4F: 3 clusters Score -2156639 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2157383.000000 Penalty: 3177.198486
	Iteration 5F: 3 clusters Score -2157383 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2158218.750000 Penalty: 3177.198486
	Iteration 6F: 3 clusters Score -2158219 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2159107.250000 Penalty: 3177.198486
	Iteration 7F: 3 clusters Score -2159107 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2159911.750000 Penalty: 3177.198486
	Iteration 8F: 3 clusters Score -2159912 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2160491.750000 Penalty: 3177.198486
	Iteration 9Q: 3 clusters Score -2160492 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2160871.000000 Penalty: 3177.198486
	Iteration 10Q: 3 clusters Score -2160871 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2161135.750000 Penalty: 3177.198486
	Iteration 11Q: 3 clusters Score -2161136 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2161339.500000 Penalty: 3177.198486
	Iteration 12Q: 3 clusters Score -2161340 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2161479.000000 Penalty: 3177.198486
	Iteration 13Q: 3 clusters Score -2161479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2161582.000000 Penalty: 3177.198486
	Iteration 14Q: 3 clusters Score -2161582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2161636.250000 Penalty: 3177.198486
	Iteration 15Q: 3 clusters Score -2161636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2161660.750000 Penalty: 3177.198486
	Iteration 16Q: 3 clusters Score -2161661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2161695.000000 Penalty: 3177.198486
	Iteration 17Q: 3 clusters Score -2161695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2161719.750000 Penalty: 3177.198486
	Iteration 18Q: 3 clusters Score -2161720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2161745.250000 Penalty: 3177.198486
	Iteration 19Q: 3 clusters Score -2161745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2161763.250000 Penalty: 3177.198486
	Iteration 20F: 3 clusters Score -2161763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2161773.750000 Penalty: 3177.198486
	Iteration 21Q: 3 clusters Score -2161774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2161783.250000 Penalty: 3177.198486
	Iteration 22Q: 3 clusters Score -2161783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2161793.500000 Penalty: 3177.198486
	Iteration 23Q: 3 clusters Score -2161794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2161796.250000 Penalty: 3177.198486
	Iteration 24Q: 3 clusters Score -2161796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2161800.500000 Penalty: 3177.198486
	Iteration 25Q: 3 clusters Score -2161800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2161800.750000 Penalty: 3177.198486
	Iteration 26Q: 3 clusters Score -2161801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2161799.500000 Penalty: 3177.198486
	Iteration 27Q: 3 clusters Score -2161800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2161806.250000 Penalty: 3177.198486
	Iteration 28Q: 3 clusters Score -2161806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2161804.750000 Penalty: 3177.198486
	Iteration 29Q: 3 clusters Score -2161805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2161804.750000 Penalty: 3177.198486
	Iteration 30F: 3 clusters Score -2161805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -386690.156250 Penalty: 1314.490967
	Iteration 0F: 2 clusters Score -386690.2 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 1590 members 
Entering Unmasked Estep 
Score: -383805.906250 Penalty: 2628.981934
	Iteration 0F: 3 clusters Score -383805.9 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -384557.312500 Penalty: 2628.981934
	Iteration 1F: 3 clusters Score -384557.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -384754.500000 Penalty: 2628.981934
	Iteration 2F: 3 clusters Score -384754.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -384899.843750 Penalty: 2628.981934
	Iteration 3F: 3 clusters Score -384899.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -385016.250000 Penalty: 2628.981934
	Iteration 4Q: 3 clusters Score -385016.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -385117.093750 Penalty: 2628.981934
	Iteration 5Q: 3 clusters Score -385117.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -385217.781250 Penalty: 2628.981934
	Iteration 6Q: 3 clusters Score -385217.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -385343.750000 Penalty: 2628.981934
	Iteration 7Q: 3 clusters Score -385343.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -385547.593750 Penalty: 2628.981934
	Iteration 8Q: 3 clusters Score -385547.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -385803.625000 Penalty: 2628.981934
	Iteration 9F: 3 clusters Score -385803.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -386044.250000 Penalty: 2628.981934
	Iteration 10Q: 3 clusters Score -386044.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -386347.312500 Penalty: 2628.981934
	Iteration 11Q: 3 clusters Score -386347.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -386631.125000 Penalty: 2628.981934
	Iteration 12Q: 3 clusters Score -386631.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -386802.500000 Penalty: 2628.981934
	Iteration 13Q: 3 clusters Score -386802.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -386883.562500 Penalty: 2628.981934
	Iteration 14Q: 3 clusters Score -386883.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -386933.312500 Penalty: 2628.981934
	Iteration 15Q: 3 clusters Score -386933.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -386952.468750 Penalty: 2628.981934
	Iteration 16Q: 3 clusters Score -386952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -386964.875000 Penalty: 2628.981934
	Iteration 17Q: 3 clusters Score -386964.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -386970.843750 Penalty: 2628.981934
	Iteration 18Q: 3 clusters Score -386970.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -386976.343750 Penalty: 2628.981934
	Iteration 19Q: 3 clusters Score -386976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -386981.750000 Penalty: 2628.981934
	Iteration 20F: 3 clusters Score -386981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -386986.656250 Penalty: 2628.981934
	Iteration 21Q: 3 clusters Score -386986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -386988.968750 Penalty: 2628.981934
	Iteration 22Q: 3 clusters Score -386989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -386990.875000 Penalty: 2628.981934
	Iteration 23Q: 3 clusters Score -386990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -386992.468750 Penalty: 2628.981934
	Iteration 24Q: 3 clusters Score -386992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -386994.437500 Penalty: 2628.981934
	Iteration 25Q: 3 clusters Score -386994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -386994.937500 Penalty: 2628.981934
	Iteration 26Q: 3 clusters Score -386994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -386995.625000 Penalty: 2628.981934
	Iteration 27Q: 3 clusters Score -386995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -386995.625000 Penalty: 2628.981934
	Iteration 28F: 3 clusters Score -386995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 939 members 
Entering Unmasked Estep 
Score: -141746576.000000 Penalty: 88477.945312
Splitting cluster 8 changes total score from -141747056.000000 to -141746576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (101201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Entering Unmasked Estep 
Score: -12503843.000000 Penalty: 1872.790405
	Iteration 0F: 2 clusters Score -1.250384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -12437866.000000 Penalty: 3745.580811
	Iteration 0F: 3 clusters Score -1.243787e+07 nChanged 48422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -12466257.000000 Penalty: 3745.580811
	Iteration 1F: 3 clusters Score -1.246626e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -12467922.000000 Penalty: 3745.580811
	Iteration 2Q: 3 clusters Score -1.246792e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -12470196.000000 Penalty: 3745.580811
	Iteration 3F: 3 clusters Score -1.24702e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -12472776.000000 Penalty: 3745.580811
	Iteration 4F: 3 clusters Score -1.247278e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -12475494.000000 Penalty: 3745.580811
	Iteration 5F: 3 clusters Score -1.247549e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -12477973.000000 Penalty: 3745.580811
	Iteration 6F: 3 clusters Score -1.247797e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -12479932.000000 Penalty: 3745.580811
	Iteration 7F: 3 clusters Score -1.247993e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -12481721.000000 Penalty: 3745.580811
	Iteration 8Q: 3 clusters Score -1.248172e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -12483525.000000 Penalty: 3745.580811
	Iteration 9Q: 3 clusters Score -1.248352e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -12485664.000000 Penalty: 3745.580811
	Iteration 10Q: 3 clusters Score -1.248566e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -12488388.000000 Penalty: 3745.580811
	Iteration 11Q: 3 clusters Score -1.248839e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -12491780.000000 Penalty: 3745.580811
	Iteration 12Q: 3 clusters Score -1.249178e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -12495467.000000 Penalty: 3745.580811
	Iteration 13Q: 3 clusters Score -1.249547e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -12498313.000000 Penalty: 3745.580811
	Iteration 14Q: 3 clusters Score -1.249831e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -12500018.000000 Penalty: 3745.580811
	Iteration 15Q: 3 clusters Score -1.250002e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -12501003.000000 Penalty: 3745.580811
	Iteration 16Q: 3 clusters Score -1.2501e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -12501562.000000 Penalty: 3745.580811
	Iteration 17Q: 3 clusters Score -1.250156e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -12501965.000000 Penalty: 3745.580811
	Iteration 18Q: 3 clusters Score -1.250196e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -12502265.000000 Penalty: 3745.580811
	Iteration 19Q: 3 clusters Score -1.250226e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -12502406.000000 Penalty: 3745.580811
	Iteration 20F: 3 clusters Score -1.250241e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -12502463.000000 Penalty: 3745.580811
	Iteration 21Q: 3 clusters Score -1.250246e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -12502574.000000 Penalty: 3745.580811
	Iteration 22Q: 3 clusters Score -1.250257e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -12502633.000000 Penalty: 3745.580811
	Iteration 23Q: 3 clusters Score -1.250263e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 98203 members 
Entering Unmasked Estep 
Score: -12502711.000000 Penalty: 3745.580811
	Iteration 24Q: 3 clusters Score -1.250271e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -12502724.000000 Penalty: 3745.580811
	Iteration 25Q: 3 clusters Score -1.250272e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -12502779.000000 Penalty: 3745.580811
	Iteration 26Q: 3 clusters Score -1.250278e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -12502805.000000 Penalty: 3745.580811
	Iteration 27Q: 3 clusters Score -1.25028e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -12502821.000000 Penalty: 3745.580811
	Iteration 28Q: 3 clusters Score -1.250282e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -12502848.000000 Penalty: 3745.580811
	Iteration 29Q: 3 clusters Score -1.250285e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -12502874.000000 Penalty: 3745.580811
	Iteration 30Q: 3 clusters Score -1.250287e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -12502890.000000 Penalty: 3745.580811
	Iteration 31Q: 3 clusters Score -1.250289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -12502907.000000 Penalty: 3745.580811
	Iteration 32Q: 3 clusters Score -1.250291e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -12502897.000000 Penalty: 3745.580811
	Iteration 33Q: 3 clusters Score -1.25029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -12502916.000000 Penalty: 3745.580811
	Iteration 34Q: 3 clusters Score -1.250292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -12502926.000000 Penalty: 3745.580811
	Iteration 35Q: 3 clusters Score -1.250293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -12502932.000000 Penalty: 3745.580811
	Iteration 36Q: 3 clusters Score -1.250293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -12502945.000000 Penalty: 3745.580811
	Iteration 37Q: 3 clusters Score -1.250294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -12502941.000000 Penalty: 3745.580811
	Iteration 38Q: 3 clusters Score -1.250294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -12502942.000000 Penalty: 3745.580811
	Iteration 39Q: 3 clusters Score -1.250294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -12502939.000000 Penalty: 3745.580811
	Iteration 40F: 3 clusters Score -1.250294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -12502951.000000 Penalty: 3745.580811
	Iteration 41Q: 3 clusters Score -1.250295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -12502961.000000 Penalty: 3745.580811
	Iteration 42Q: 3 clusters Score -1.250296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -12502971.000000 Penalty: 3745.580811
	Iteration 43Q: 3 clusters Score -1.250297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -12502972.000000 Penalty: 3745.580811
	Iteration 44Q: 3 clusters Score -1.250297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -12502971.000000 Penalty: 3745.580811
	Iteration 45Q: 3 clusters Score -1.250297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -12502977.000000 Penalty: 3745.580811
	Iteration 46Q: 3 clusters Score -1.250298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -12502973.000000 Penalty: 3745.580811
	Iteration 47Q: 3 clusters Score -1.250297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -12502980.000000 Penalty: 3745.580811
	Iteration 48Q: 3 clusters Score -1.250298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -12502986.000000 Penalty: 3745.580811
	Iteration 49Q: 3 clusters Score -1.250299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -12502985.000000 Penalty: 3745.580811
	Iteration 50Q: 3 clusters Score -1.250298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -12502984.000000 Penalty: 3745.580811
	Iteration 51Q: 3 clusters Score -1.250298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -12502976.000000 Penalty: 3745.580811
	Iteration 52Q: 3 clusters Score -1.250298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -12502989.000000 Penalty: 3745.580811
	Iteration 53Q: 3 clusters Score -1.250299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -12502995.000000 Penalty: 3745.580811
	Iteration 54Q: 3 clusters Score -1.2503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -12503003.000000 Penalty: 3745.580811
	Iteration 55Q: 3 clusters Score -1.2503e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -12503021.000000 Penalty: 3745.580811
	Iteration 56Q: 3 clusters Score -1.250302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 99430 members 
Entering Unmasked Estep 
Score: -12503027.000000 Penalty: 3745.580811
	Iteration 57Q: 3 clusters Score -1.250303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -12503024.000000 Penalty: 3745.580811
	Iteration 58Q: 3 clusters Score -1.250302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -12503044.000000 Penalty: 3745.580811
	Iteration 59Q: 3 clusters Score -1.250304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -12503045.000000 Penalty: 3745.580811
	Iteration 60F: 3 clusters Score -1.250304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -12503064.000000 Penalty: 3745.580811
	Iteration 61Q: 3 clusters Score -1.250306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -12503062.000000 Penalty: 3745.580811
	Iteration 62Q: 3 clusters Score -1.250306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -12503065.000000 Penalty: 3745.580811
	Iteration 63Q: 3 clusters Score -1.250306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -12503066.000000 Penalty: 3745.580811
	Iteration 64Q: 3 clusters Score -1.250307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -12503061.000000 Penalty: 3745.580811
	Iteration 65Q: 3 clusters Score -1.250306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -12503064.000000 Penalty: 3745.580811
	Iteration 66Q: 3 clusters Score -1.250306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -12503072.000000 Penalty: 3745.580811
	Iteration 67Q: 3 clusters Score -1.250307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -12503072.000000 Penalty: 3745.580811
	Iteration 68Q: 3 clusters Score -1.250307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -12503077.000000 Penalty: 3745.580811
	Iteration 69Q: 3 clusters Score -1.250308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -12503092.000000 Penalty: 3745.580811
	Iteration 70Q: 3 clusters Score -1.250309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -12503093.000000 Penalty: 3745.580811
	Iteration 71Q: 3 clusters Score -1.250309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -12503088.000000 Penalty: 3745.580811
	Iteration 72Q: 3 clusters Score -1.250309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -12503103.000000 Penalty: 3745.580811
	Iteration 73Q: 3 clusters Score -1.25031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -12503106.000000 Penalty: 3745.580811
	Iteration 74Q: 3 clusters Score -1.250311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -12503107.000000 Penalty: 3745.580811
	Iteration 75Q: 3 clusters Score -1.250311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 99616 members 
Entering Unmasked Estep 
Score: -12503108.000000 Penalty: 3745.580811
	Iteration 76Q: 3 clusters Score -1.250311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -12503111.000000 Penalty: 3745.580811
	Iteration 77Q: 3 clusters Score -1.250311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -12503120.000000 Penalty: 3745.580811
	Iteration 78Q: 3 clusters Score -1.250312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -12503136.000000 Penalty: 3745.580811
	Iteration 79Q: 3 clusters Score -1.250314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -12503150.000000 Penalty: 3745.580811
	Iteration 80F: 3 clusters Score -1.250315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -12503160.000000 Penalty: 3745.580811
	Iteration 81Q: 3 clusters Score -1.250316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -12503147.000000 Penalty: 3745.580811
	Iteration 82Q: 3 clusters Score -1.250315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -12503155.000000 Penalty: 3745.580811
	Iteration 83Q: 3 clusters Score -1.250316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -12503154.000000 Penalty: 3745.580811
	Iteration 84Q: 3 clusters Score -1.250315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -12503162.000000 Penalty: 3745.580811
	Iteration 85Q: 3 clusters Score -1.250316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -12503163.000000 Penalty: 3745.580811
	Iteration 86Q: 3 clusters Score -1.250316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -12503170.000000 Penalty: 3745.580811
	Iteration 87Q: 3 clusters Score -1.250317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -12503167.000000 Penalty: 3745.580811
	Iteration 88Q: 3 clusters Score -1.250317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -12503162.000000 Penalty: 3745.580811
	Iteration 89Q: 3 clusters Score -1.250316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -12503170.000000 Penalty: 3745.580811
	Iteration 90Q: 3 clusters Score -1.250317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -12503167.000000 Penalty: 3745.580811
	Iteration 91Q: 3 clusters Score -1.250317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -12503172.000000 Penalty: 3745.580811
	Iteration 92Q: 3 clusters Score -1.250317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -12503169.000000 Penalty: 3745.580811
	Iteration 93Q: 3 clusters Score -1.250317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -12503175.000000 Penalty: 3745.580811
	Iteration 94Q: 3 clusters Score -1.250318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -12503184.000000 Penalty: 3745.580811
	Iteration 95Q: 3 clusters Score -1.250318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -12503183.000000 Penalty: 3745.580811
	Iteration 96Q: 3 clusters Score -1.250318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -12503189.000000 Penalty: 3745.580811
	Iteration 97Q: 3 clusters Score -1.250319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -12503179.000000 Penalty: 3745.580811
	Iteration 98Q: 3 clusters Score -1.250318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -12503185.000000 Penalty: 3745.580811
	Iteration 99Q: 3 clusters Score -1.250318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -12503181.000000 Penalty: 3745.580811
	Iteration 100F: 3 clusters Score -1.250318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -12503181.000000 Penalty: 3745.580811
	Iteration 101Q: 3 clusters Score -1.250318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -12503191.000000 Penalty: 3745.580811
	Iteration 102Q: 3 clusters Score -1.250319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -12503176.000000 Penalty: 3745.580811
	Iteration 103Q: 3 clusters Score -1.250318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -12503180.000000 Penalty: 3745.580811
	Iteration 104Q: 3 clusters Score -1.250318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -12503185.000000 Penalty: 3745.580811
	Iteration 105Q: 3 clusters Score -1.250318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -12503181.000000 Penalty: 3745.580811
	Iteration 106Q: 3 clusters Score -1.250318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -12503186.000000 Penalty: 3745.580811
	Iteration 107Q: 3 clusters Score -1.250319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -12503189.000000 Penalty: 3745.580811
	Iteration 108Q: 3 clusters Score -1.250319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -12503195.000000 Penalty: 3745.580811
	Iteration 109Q: 3 clusters Score -1.25032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -12503190.000000 Penalty: 3745.580811
	Iteration 110Q: 3 clusters Score -1.250319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -12503201.000000 Penalty: 3745.580811
	Iteration 111Q: 3 clusters Score -1.25032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -12503201.000000 Penalty: 3745.580811
	Iteration 112Q: 3 clusters Score -1.25032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -12503203.000000 Penalty: 3745.580811
	Iteration 113Q: 3 clusters Score -1.25032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -12503199.000000 Penalty: 3745.580811
	Iteration 114Q: 3 clusters Score -1.25032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -12503195.000000 Penalty: 3745.580811
	Iteration 115Q: 3 clusters Score -1.25032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -12503192.000000 Penalty: 3745.580811
	Iteration 116Q: 3 clusters Score -1.250319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -12503181.000000 Penalty: 3745.580811
	Iteration 117Q: 3 clusters Score -1.250318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -12503200.000000 Penalty: 3745.580811
	Iteration 118Q: 3 clusters Score -1.25032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -12503197.000000 Penalty: 3745.580811
	Iteration 119Q: 3 clusters Score -1.25032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -12503211.000000 Penalty: 3745.580811
	Iteration 120F: 3 clusters Score -1.250321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -12503208.000000 Penalty: 3745.580811
	Iteration 121Q: 3 clusters Score -1.250321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -12503211.000000 Penalty: 3745.580811
	Iteration 122Q: 3 clusters Score -1.250321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -12503220.000000 Penalty: 3745.580811
	Iteration 123Q: 3 clusters Score -1.250322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -12503221.000000 Penalty: 3745.580811
	Iteration 124Q: 3 clusters Score -1.250322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -12503218.000000 Penalty: 3745.580811
	Iteration 125Q: 3 clusters Score -1.250322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -12503219.000000 Penalty: 3745.580811
	Iteration 126Q: 3 clusters Score -1.250322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -12503215.000000 Penalty: 3745.580811
	Iteration 127Q: 3 clusters Score -1.250322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -12503206.000000 Penalty: 3745.580811
	Iteration 128Q: 3 clusters Score -1.250321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -12503212.000000 Penalty: 3745.580811
	Iteration 129Q: 3 clusters Score -1.250321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -12503214.000000 Penalty: 3745.580811
	Iteration 130Q: 3 clusters Score -1.250321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -12503221.000000 Penalty: 3745.580811
	Iteration 131Q: 3 clusters Score -1.250322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -12503231.000000 Penalty: 3745.580811
	Iteration 132Q: 3 clusters Score -1.250323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -12503234.000000 Penalty: 3745.580811
	Iteration 133Q: 3 clusters Score -1.250323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -12503234.000000 Penalty: 3745.580811
	Iteration 134Q: 3 clusters Score -1.250323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -12503241.000000 Penalty: 3745.580811
	Iteration 135Q: 3 clusters Score -1.250324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -12503236.000000 Penalty: 3745.580811
	Iteration 136Q: 3 clusters Score -1.250324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -12503233.000000 Penalty: 3745.580811
	Iteration 137Q: 3 clusters Score -1.250323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -12503235.000000 Penalty: 3745.580811
	Iteration 138Q: 3 clusters Score -1.250324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -12503237.000000 Penalty: 3745.580811
	Iteration 139Q: 3 clusters Score -1.250324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -12503235.000000 Penalty: 3745.580811
	Iteration 140F: 3 clusters Score -1.250324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Entering Unmasked Estep 
Score: -3217366.250000 Penalty: 1653.474976
	Iteration 0F: 2 clusters Score -3217366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3199570.750000 Penalty: 3306.949951
	Iteration 0F: 3 clusters Score -3199571 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3206372.250000 Penalty: 3306.949951
	Iteration 1F: 3 clusters Score -3206372 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3206863.250000 Penalty: 3306.949951
	Iteration 2Q: 3 clusters Score -3206863 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3207480.500000 Penalty: 3306.949951
	Iteration 3F: 3 clusters Score -3207480 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3208392.750000 Penalty: 3306.949951
	Iteration 4F: 3 clusters Score -3208393 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3209621.750000 Penalty: 3306.949951
	Iteration 5F: 3 clusters Score -3209622 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3211199.250000 Penalty: 3306.949951
	Iteration 6F: 3 clusters Score -3211199 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3212781.250000 Penalty: 3306.949951
	Iteration 7F: 3 clusters Score -3212781 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3214058.000000 Penalty: 3306.949951
	Iteration 8F: 3 clusters Score -3214058 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3214919.750000 Penalty: 3306.949951
	Iteration 9Q: 3 clusters Score -3214920 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3215428.250000 Penalty: 3306.949951
	Iteration 10Q: 3 clusters Score -3215428 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3215683.000000 Penalty: 3306.949951
	Iteration 11Q: 3 clusters Score -3215683 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3215810.000000 Penalty: 3306.949951
	Iteration 12Q: 3 clusters Score -3215810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3215858.000000 Penalty: 3306.949951
	Iteration 13Q: 3 clusters Score -3215858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3215880.250000 Penalty: 3306.949951
	Iteration 14Q: 3 clusters Score -3215880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3215902.000000 Penalty: 3306.949951
	Iteration 15Q: 3 clusters Score -3215902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3215923.750000 Penalty: 3306.949951
	Iteration 16Q: 3 clusters Score -3215924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3215922.750000 Penalty: 3306.949951
	Iteration 17Q: 3 clusters Score -3215923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3215927.750000 Penalty: 3306.949951
	Iteration 18Q: 3 clusters Score -3215928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3215926.500000 Penalty: 3306.949951
	Iteration 19Q: 3 clusters Score -3215926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3215929.000000 Penalty: 3306.949951
	Iteration 20F: 3 clusters Score -3215929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3215929.250000 Penalty: 3306.949951
	Iteration 21Q: 3 clusters Score -3215929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3215928.250000 Penalty: 3306.949951
	Iteration 22Q: 3 clusters Score -3215928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3215929.250000 Penalty: 3306.949951
	Iteration 23Q: 3 clusters Score -3215929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3215928.750000 Penalty: 3306.949951
	Iteration 24Q: 3 clusters Score -3215929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3215933.250000 Penalty: 3306.949951
	Iteration 25Q: 3 clusters Score -3215933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3215933.250000 Penalty: 3306.949951
	Iteration 26F: 3 clusters Score -3215933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -61310.226562 Penalty: 1039.771606
	Iteration 0F: 2 clusters Score -61310.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60216.441406 Penalty: 2079.543213
	Iteration 0F: 3 clusters Score -60216.44 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60496.437500 Penalty: 2079.543213
	Iteration 1F: 3 clusters Score -60496.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60592.171875 Penalty: 2079.543213
	Iteration 2F: 3 clusters Score -60592.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60633.722656 Penalty: 2079.543213
	Iteration 3Q: 3 clusters Score -60633.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60669.398438 Penalty: 2079.543213
	Iteration 4Q: 3 clusters Score -60669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60707.222656 Penalty: 2079.543213
	Iteration 5Q: 3 clusters Score -60707.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60752.390625 Penalty: 2079.543213
	Iteration 6Q: 3 clusters Score -60752.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60809.171875 Penalty: 2079.543213
	Iteration 7Q: 3 clusters Score -60809.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60869.832031 Penalty: 2079.543213
	Iteration 8Q: 3 clusters Score -60869.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60898.886719 Penalty: 2079.543213
	Iteration 9Q: 3 clusters Score -60898.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60913.183594 Penalty: 2079.543213
	Iteration 10Q: 3 clusters Score -60913.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60918.031250 Penalty: 2079.543213
	Iteration 11Q: 3 clusters Score -60918.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60919.156250 Penalty: 2079.543213
	Iteration 12Q: 3 clusters Score -60919.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60919.156250 Penalty: 2079.543213
	Iteration 13F: 3 clusters Score -60919.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -714427.937500 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -714427.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -709786.875000 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -709786.9 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -711182.875000 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -711182.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -711447.187500 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -711447.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -711650.937500 Penalty: 2827.937500
	Iteration 3F: 3 clusters Score -711650.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -711840.375000 Penalty: 2827.937500
	Iteration 4F: 3 clusters Score -711840.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -712027.937500 Penalty: 2827.937500
	Iteration 5F: 3 clusters Score -712027.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -712184.125000 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -712184.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -712353.000000 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -712353 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -712523.062500 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -712523.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -712709.750000 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -712709.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -712880.812500 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -712880.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -713026.125000 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -713026.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -713127.062500 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -713127.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -713194.312500 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -713194.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -713235.750000 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -713235.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -713263.062500 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -713263.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -713278.187500 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -713278.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -713289.812500 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -713289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -713303.937500 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -713303.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -713319.437500 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -713319.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -713337.062500 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -713337.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -713355.687500 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -713355.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -713366.000000 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -713366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -713378.500000 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -713378.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -713394.375000 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -713394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -713400.875000 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -713400.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -713408.187500 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -713408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -713413.000000 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -713413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -713420.437500 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -713420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -713424.000000 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -713424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -713425.812500 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -713425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -713427.250000 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -713427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -713429.375000 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -713429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -713429.375000 Penalty: 2827.937500
	Iteration 33F: 3 clusters Score -713429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -152943.656250 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -152943.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -151264.906250 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -151264.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151754.359375 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -151754.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152063.937500 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -152063.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152296.390625 Penalty: 2364.205811
	Iteration 3F: 3 clusters Score -152296.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152511.703125 Penalty: 2364.205811
	Iteration 4F: 3 clusters Score -152511.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -152699.156250 Penalty: 2364.205811
	Iteration 5F: 3 clusters Score -152699.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152793.140625 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -152793.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152864.906250 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -152864.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -152967.593750 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -152967.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -153063.640625 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -153063.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -153137.843750 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -153137.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153213.875000 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -153213.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153299.203125 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -153299.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153366.843750 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -153366.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -153392.984375 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -153393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -153416.375000 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -153416.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153428.718750 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -153428.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153439.281250 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -153439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153445.468750 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -153445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153446.359375 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -153446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153446.359375 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -153446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 653 members 
Entering Unmasked Estep 
Score: -141746896.000000 Penalty: 88477.945312
Splitting cluster 13 changes total score from -141747056.000000 to -141746896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (99746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Entering Unmasked Estep 
Score: -12559419.000000 Penalty: 1870.437134
	Iteration 0F: 2 clusters Score -1.255942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -12493079.000000 Penalty: 3740.874268
	Iteration 0F: 3 clusters Score -1.249308e+07 nChanged 47749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -12521128.000000 Penalty: 3740.874268
	Iteration 1F: 3 clusters Score -1.252113e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -12522472.000000 Penalty: 3740.874268
	Iteration 2Q: 3 clusters Score -1.252247e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -12525086.000000 Penalty: 3740.874268
	Iteration 3F: 3 clusters Score -1.252509e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 70392 members 
Entering Unmasked Estep 
Score: -12529729.000000 Penalty: 3740.874268
	Iteration 4F: 3 clusters Score -1.252973e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -12537554.000000 Penalty: 3740.874268
	Iteration 5F: 3 clusters Score -1.253755e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -12547164.000000 Penalty: 3740.874268
	Iteration 6F: 3 clusters Score -1.254716e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -12553807.000000 Penalty: 3740.874268
	Iteration 7F: 3 clusters Score -1.255381e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -12556548.000000 Penalty: 3740.874268
	Iteration 8Q: 3 clusters Score -1.255655e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 99285 members 
Entering Unmasked Estep 
Score: -12557368.000000 Penalty: 3740.874268
	Iteration 9Q: 3 clusters Score -1.255737e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -12557625.000000 Penalty: 3740.874268
	Iteration 10Q: 3 clusters Score -1.255762e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 99523 members 
Entering Unmasked Estep 
Score: -12557680.000000 Penalty: 3740.874268
	Iteration 11Q: 3 clusters Score -1.255768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 99543 members 
Entering Unmasked Estep 
Score: -12557723.000000 Penalty: 3740.874268
	Iteration 12Q: 3 clusters Score -1.255772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -12557749.000000 Penalty: 3740.874268
	Iteration 13Q: 3 clusters Score -1.255775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -12557766.000000 Penalty: 3740.874268
	Iteration 14Q: 3 clusters Score -1.255777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -12557761.000000 Penalty: 3740.874268
	Iteration 15Q: 3 clusters Score -1.255776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -12557759.000000 Penalty: 3740.874268
	Iteration 16Q: 3 clusters Score -1.255776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -12557775.000000 Penalty: 3740.874268
	Iteration 17Q: 3 clusters Score -1.255778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -12557792.000000 Penalty: 3740.874268
	Iteration 18Q: 3 clusters Score -1.255779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -12557786.000000 Penalty: 3740.874268
	Iteration 19Q: 3 clusters Score -1.255779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -12557794.000000 Penalty: 3740.874268
	Iteration 20F: 3 clusters Score -1.255779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -12557805.000000 Penalty: 3740.874268
	Iteration 21Q: 3 clusters Score -1.25578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -12557805.000000 Penalty: 3740.874268
	Iteration 22F: 3 clusters Score -1.25578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Entering Unmasked Estep 
Score: -14245898.000000 Penalty: 1890.111328
	Iteration 0F: 2 clusters Score -1.42459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -14173050.000000 Penalty: 3780.222656
	Iteration 0F: 3 clusters Score -1.417305e+07 nChanged 53873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -14205271.000000 Penalty: 3780.222656
	Iteration 1F: 3 clusters Score -1.420527e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -14206765.000000 Penalty: 3780.222656
	Iteration 2Q: 3 clusters Score -1.420676e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -14208897.000000 Penalty: 3780.222656
	Iteration 3Q: 3 clusters Score -1.42089e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -14212232.000000 Penalty: 3780.222656
	Iteration 4F: 3 clusters Score -1.421223e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -14216780.000000 Penalty: 3780.222656
	Iteration 5F: 3 clusters Score -1.421678e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -14222801.000000 Penalty: 3780.222656
	Iteration 6F: 3 clusters Score -1.42228e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -14228662.000000 Penalty: 3780.222656
	Iteration 7F: 3 clusters Score -1.422866e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -14232538.000000 Penalty: 3780.222656
	Iteration 8F: 3 clusters Score -1.423254e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -14234328.000000 Penalty: 3780.222656
	Iteration 9Q: 3 clusters Score -1.423433e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -14235225.000000 Penalty: 3780.222656
	Iteration 10Q: 3 clusters Score -1.423522e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -14235976.000000 Penalty: 3780.222656
	Iteration 11Q: 3 clusters Score -1.423598e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -14236620.000000 Penalty: 3780.222656
	Iteration 12Q: 3 clusters Score -1.423662e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -14237245.000000 Penalty: 3780.222656
	Iteration 13Q: 3 clusters Score -1.423724e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -14237867.000000 Penalty: 3780.222656
	Iteration 14Q: 3 clusters Score -1.423787e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -14238417.000000 Penalty: 3780.222656
	Iteration 15Q: 3 clusters Score -1.423842e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -14239034.000000 Penalty: 3780.222656
	Iteration 16Q: 3 clusters Score -1.423903e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -14239629.000000 Penalty: 3780.222656
	Iteration 17Q: 3 clusters Score -1.423963e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -14240225.000000 Penalty: 3780.222656
	Iteration 18Q: 3 clusters Score -1.424022e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -14240899.000000 Penalty: 3780.222656
	Iteration 19Q: 3 clusters Score -1.42409e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -14241369.000000 Penalty: 3780.222656
	Iteration 20F: 3 clusters Score -1.424137e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -14241758.000000 Penalty: 3780.222656
	Iteration 21Q: 3 clusters Score -1.424176e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -14242093.000000 Penalty: 3780.222656
	Iteration 22Q: 3 clusters Score -1.424209e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -14242411.000000 Penalty: 3780.222656
	Iteration 23Q: 3 clusters Score -1.424241e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -14242705.000000 Penalty: 3780.222656
	Iteration 24Q: 3 clusters Score -1.42427e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -14242947.000000 Penalty: 3780.222656
	Iteration 25Q: 3 clusters Score -1.424295e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -14243087.000000 Penalty: 3780.222656
	Iteration 26Q: 3 clusters Score -1.424309e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -14243261.000000 Penalty: 3780.222656
	Iteration 27Q: 3 clusters Score -1.424326e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -14243396.000000 Penalty: 3780.222656
	Iteration 28Q: 3 clusters Score -1.42434e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -14243511.000000 Penalty: 3780.222656
	Iteration 29Q: 3 clusters Score -1.424351e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -14243548.000000 Penalty: 3780.222656
	Iteration 30Q: 3 clusters Score -1.424355e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -14243630.000000 Penalty: 3780.222656
	Iteration 31Q: 3 clusters Score -1.424363e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -14243704.000000 Penalty: 3780.222656
	Iteration 32Q: 3 clusters Score -1.42437e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -14243735.000000 Penalty: 3780.222656
	Iteration 33Q: 3 clusters Score -1.424374e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -14243816.000000 Penalty: 3780.222656
	Iteration 34Q: 3 clusters Score -1.424382e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -14243836.000000 Penalty: 3780.222656
	Iteration 35Q: 3 clusters Score -1.424384e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -14243872.000000 Penalty: 3780.222656
	Iteration 36Q: 3 clusters Score -1.424387e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109719 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -14243895.000000 Penalty: 3780.222656
	Iteration 37Q: 3 clusters Score -1.42439e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -14243886.000000 Penalty: 3780.222656
	Iteration 38Q: 3 clusters Score -1.424389e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14243941.000000 Penalty: 3780.222656
	Iteration 39Q: 3 clusters Score -1.424394e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -14243986.000000 Penalty: 3780.222656
	Iteration 40F: 3 clusters Score -1.424399e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -14244045.000000 Penalty: 3780.222656
	Iteration 41Q: 3 clusters Score -1.424404e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -14244056.000000 Penalty: 3780.222656
	Iteration 42Q: 3 clusters Score -1.424406e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -14244103.000000 Penalty: 3780.222656
	Iteration 43Q: 3 clusters Score -1.42441e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14244127.000000 Penalty: 3780.222656
	Iteration 44Q: 3 clusters Score -1.424413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14244185.000000 Penalty: 3780.222656
	Iteration 45Q: 3 clusters Score -1.424418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14244227.000000 Penalty: 3780.222656
	Iteration 46Q: 3 clusters Score -1.424423e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110469 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -14244250.000000 Penalty: 3780.222656
	Iteration 47Q: 3 clusters Score -1.424425e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -14244249.000000 Penalty: 3780.222656
	Iteration 48Q: 3 clusters Score -1.424425e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110537 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -14244255.000000 Penalty: 3780.222656
	Iteration 49Q: 3 clusters Score -1.424426e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110570 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -14244267.000000 Penalty: 3780.222656
	Iteration 50Q: 3 clusters Score -1.424427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -14244264.000000 Penalty: 3780.222656
	Iteration 51Q: 3 clusters Score -1.424426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -14244250.000000 Penalty: 3780.222656
	Iteration 52Q: 3 clusters Score -1.424425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -14244275.000000 Penalty: 3780.222656
	Iteration 53Q: 3 clusters Score -1.424428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110656 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -14244287.000000 Penalty: 3780.222656
	Iteration 54Q: 3 clusters Score -1.424429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -14244305.000000 Penalty: 3780.222656
	Iteration 55Q: 3 clusters Score -1.42443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -14244313.000000 Penalty: 3780.222656
	Iteration 56Q: 3 clusters Score -1.424431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -14244329.000000 Penalty: 3780.222656
	Iteration 57Q: 3 clusters Score -1.424433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -14244309.000000 Penalty: 3780.222656
	Iteration 58Q: 3 clusters Score -1.424431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110738 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -14244318.000000 Penalty: 3780.222656
	Iteration 59Q: 3 clusters Score -1.424432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -14244314.000000 Penalty: 3780.222656
	Iteration 60F: 3 clusters Score -1.424431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -14244331.000000 Penalty: 3780.222656
	Iteration 61Q: 3 clusters Score -1.424433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110799 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14244344.000000 Penalty: 3780.222656
	Iteration 62Q: 3 clusters Score -1.424434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110822 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -14244336.000000 Penalty: 3780.222656
	Iteration 63Q: 3 clusters Score -1.424434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -14244357.000000 Penalty: 3780.222656
	Iteration 64Q: 3 clusters Score -1.424436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110873 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -14244365.000000 Penalty: 3780.222656
	Iteration 65Q: 3 clusters Score -1.424436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -14244388.000000 Penalty: 3780.222656
	Iteration 66Q: 3 clusters Score -1.424439e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -14244401.000000 Penalty: 3780.222656
	Iteration 67Q: 3 clusters Score -1.42444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -14244402.000000 Penalty: 3780.222656
	Iteration 68Q: 3 clusters Score -1.42444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -14244418.000000 Penalty: 3780.222656
	Iteration 69Q: 3 clusters Score -1.424442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -14244426.000000 Penalty: 3780.222656
	Iteration 70Q: 3 clusters Score -1.424443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111028 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14244437.000000 Penalty: 3780.222656
	Iteration 71Q: 3 clusters Score -1.424444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111045 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -14244447.000000 Penalty: 3780.222656
	Iteration 72Q: 3 clusters Score -1.424445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111050 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14244463.000000 Penalty: 3780.222656
	Iteration 73Q: 3 clusters Score -1.424446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14244472.000000 Penalty: 3780.222656
	Iteration 74Q: 3 clusters Score -1.424447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14244483.000000 Penalty: 3780.222656
	Iteration 75Q: 3 clusters Score -1.424448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111081 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -14244477.000000 Penalty: 3780.222656
	Iteration 76Q: 3 clusters Score -1.424448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111090 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -14244478.000000 Penalty: 3780.222656
	Iteration 77Q: 3 clusters Score -1.424448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111099 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -14244497.000000 Penalty: 3780.222656
	Iteration 78Q: 3 clusters Score -1.42445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -14244493.000000 Penalty: 3780.222656
	Iteration 79Q: 3 clusters Score -1.424449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111107 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14244487.000000 Penalty: 3780.222656
	Iteration 80F: 3 clusters Score -1.424449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14244480.000000 Penalty: 3780.222656
	Iteration 81Q: 3 clusters Score -1.424448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111114 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -14244480.000000 Penalty: 3780.222656
	Iteration 82Q: 3 clusters Score -1.424448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -14244476.000000 Penalty: 3780.222656
	Iteration 83Q: 3 clusters Score -1.424448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14244469.000000 Penalty: 3780.222656
	Iteration 84Q: 3 clusters Score -1.424447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14244461.000000 Penalty: 3780.222656
	Iteration 85Q: 3 clusters Score -1.424446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -14244470.000000 Penalty: 3780.222656
	Iteration 86Q: 3 clusters Score -1.424447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111131 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14244461.000000 Penalty: 3780.222656
	Iteration 87Q: 3 clusters Score -1.424446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -14244464.000000 Penalty: 3780.222656
	Iteration 88Q: 3 clusters Score -1.424446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -14244472.000000 Penalty: 3780.222656
	Iteration 89Q: 3 clusters Score -1.424447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111139 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -14244476.000000 Penalty: 3780.222656
	Iteration 90Q: 3 clusters Score -1.424448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14244482.000000 Penalty: 3780.222656
	Iteration 91Q: 3 clusters Score -1.424448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14244484.000000 Penalty: 3780.222656
	Iteration 92Q: 3 clusters Score -1.424448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111148 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -14244463.000000 Penalty: 3780.222656
	Iteration 93Q: 3 clusters Score -1.424446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -14244462.000000 Penalty: 3780.222656
	Iteration 94Q: 3 clusters Score -1.424446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -14244465.000000 Penalty: 3780.222656
	Iteration 95Q: 3 clusters Score -1.424446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111153 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -14244456.000000 Penalty: 3780.222656
	Iteration 96Q: 3 clusters Score -1.424446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14244480.000000 Penalty: 3780.222656
	Iteration 97Q: 3 clusters Score -1.424448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111160 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -14244475.000000 Penalty: 3780.222656
	Iteration 98Q: 3 clusters Score -1.424448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14244476.000000 Penalty: 3780.222656
	Iteration 99Q: 3 clusters Score -1.424448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14244480.000000 Penalty: 3780.222656
	Iteration 100F: 3 clusters Score -1.424448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -14244491.000000 Penalty: 3780.222656
	Iteration 101Q: 3 clusters Score -1.424449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -14244491.000000 Penalty: 3780.222656
	Iteration 102Q: 3 clusters Score -1.424449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -14244497.000000 Penalty: 3780.222656
	Iteration 103Q: 3 clusters Score -1.42445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14244489.000000 Penalty: 3780.222656
	Iteration 104Q: 3 clusters Score -1.424449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -14244478.000000 Penalty: 3780.222656
	Iteration 105Q: 3 clusters Score -1.424448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14244481.000000 Penalty: 3780.222656
	Iteration 106Q: 3 clusters Score -1.424448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14244481.000000 Penalty: 3780.222656
	Iteration 107Q: 3 clusters Score -1.424448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -14244484.000000 Penalty: 3780.222656
	Iteration 108Q: 3 clusters Score -1.424448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -14244481.000000 Penalty: 3780.222656
	Iteration 109Q: 3 clusters Score -1.424448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14244485.000000 Penalty: 3780.222656
	Iteration 110Q: 3 clusters Score -1.424448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14244484.000000 Penalty: 3780.222656
	Iteration 111Q: 3 clusters Score -1.424448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14244484.000000 Penalty: 3780.222656
	Iteration 112F: 3 clusters Score -1.424448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Entering Unmasked Estep 
Score: -5190311.500000 Penalty: 1725.747559
	Iteration 0F: 2 clusters Score -5190312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5162898.500000 Penalty: 3451.495117
	Iteration 0F: 3 clusters Score -5162898 nChanged 19005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5173983.000000 Penalty: 3451.495117
	Iteration 1F: 3 clusters Score -5173983 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5174552.500000 Penalty: 3451.495117
	Iteration 2Q: 3 clusters Score -5174552 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -5175169.000000 Penalty: 3451.495117
	Iteration 3Q: 3 clusters Score -5175169 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5175824.500000 Penalty: 3451.495117
	Iteration 4Q: 3 clusters Score -5175824 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5176701.000000 Penalty: 3451.495117
	Iteration 5Q: 3 clusters Score -5176701 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5177749.500000 Penalty: 3451.495117
	Iteration 6Q: 3 clusters Score -5177750 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5179046.500000 Penalty: 3451.495117
	Iteration 7F: 3 clusters Score -5179046 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5180606.500000 Penalty: 3451.495117
	Iteration 8F: 3 clusters Score -5180606 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -5182093.500000 Penalty: 3451.495117
	Iteration 9F: 3 clusters Score -5182094 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -5183089.500000 Penalty: 3451.495117
	Iteration 10Q: 3 clusters Score -5183090 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5183655.500000 Penalty: 3451.495117
	Iteration 11Q: 3 clusters Score -5183656 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -5184005.500000 Penalty: 3451.495117
	Iteration 12Q: 3 clusters Score -5184006 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5184294.500000 Penalty: 3451.495117
	Iteration 13Q: 3 clusters Score -5184294 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5184540.500000 Penalty: 3451.495117
	Iteration 14Q: 3 clusters Score -5184540 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5184783.000000 Penalty: 3451.495117
	Iteration 15Q: 3 clusters Score -5184783 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -5184967.500000 Penalty: 3451.495117
	Iteration 16Q: 3 clusters Score -5184968 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5185170.000000 Penalty: 3451.495117
	Iteration 17Q: 3 clusters Score -5185170 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5185370.000000 Penalty: 3451.495117
	Iteration 18Q: 3 clusters Score -5185370 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -5185581.500000 Penalty: 3451.495117
	Iteration 19Q: 3 clusters Score -5185582 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -5185771.000000 Penalty: 3451.495117
	Iteration 20F: 3 clusters Score -5185771 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -5185943.500000 Penalty: 3451.495117
	Iteration 21Q: 3 clusters Score -5185944 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -5186079.000000 Penalty: 3451.495117
	Iteration 22Q: 3 clusters Score -5186079 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -5186192.500000 Penalty: 3451.495117
	Iteration 23Q: 3 clusters Score -5186192 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5186305.500000 Penalty: 3451.495117
	Iteration 24Q: 3 clusters Score -5186306 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -5186393.000000 Penalty: 3451.495117
	Iteration 25Q: 3 clusters Score -5186393 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -5186489.000000 Penalty: 3451.495117
	Iteration 26Q: 3 clusters Score -5186489 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5186565 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -5186640.500000 Penalty: 3451.495117
	Iteration 28Q: 3 clusters Score -5186640 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5186734.500000 Penalty: 3451.495117
	Iteration 29Q: 3 clusters Score -5186734 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5186814.000000 Penalty: 3451.495117
	Iteration 30Q: 3 clusters Score -5186814 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -5186892.500000 Penalty: 3451.495117
	Iteration 31Q: 3 clusters Score -5186892 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -5186956.000000 Penalty: 3451.495117
	Iteration 32Q: 3 clusters Score -5186956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5186989.500000 Penalty: 3451.495117
	Iteration 33Q: 3 clusters Score -5186990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5187060.000000 Penalty: 3451.495117
	Iteration 34Q: 3 clusters Score -5187060 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5187103.000000 Penalty: 3451.495117
	Iteration 35Q: 3 clusters Score -5187103 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5187169.000000 Penalty: 3451.495117
	Iteration 36Q: 3 clusters Score -5187169 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5187225.000000 Penalty: 3451.495117
	Iteration 37Q: 3 clusters Score -5187225 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5187303.000000 Penalty: 3451.495117
	Iteration 38Q: 3 clusters Score -5187303 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -5187379.500000 Penalty: 3451.495117
	Iteration 39Q: 3 clusters Score -5187380 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -5187447.000000 Penalty: 3451.495117
	Iteration 40F: 3 clusters Score -5187447 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5187514.500000 Penalty: 3451.495117
	Iteration 41Q: 3 clusters Score -5187514 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -5187596.500000 Penalty: 3451.495117
	Iteration 42Q: 3 clusters Score -5187596 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5187637.500000 Penalty: 3451.495117
	Iteration 43Q: 3 clusters Score -5187638 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5187717.500000 Penalty: 3451.495117
	Iteration 44Q: 3 clusters Score -5187718 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5187774.500000 Penalty: 3451.495117
	Iteration 45Q: 3 clusters Score -5187774 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5187837.500000 Penalty: 3451.495117
	Iteration 46Q: 3 clusters Score -5187838 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5187941.000000 Penalty: 3451.495117
	Iteration 47Q: 3 clusters Score -5187941 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5188001.500000 Penalty: 3451.495117
	Iteration 48Q: 3 clusters Score -5188002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5188045.500000 Penalty: 3451.495117
	Iteration 49Q: 3 clusters Score -5188046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5188097.000000 Penalty: 3451.495117
	Iteration 50Q: 3 clusters Score -5188097 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5188142.000000 Penalty: 3451.495117
	Iteration 51Q: 3 clusters Score -5188142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5188200.500000 Penalty: 3451.495117
	Iteration 52Q: 3 clusters Score -5188200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5188240.500000 Penalty: 3451.495117
	Iteration 53Q: 3 clusters Score -5188240 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5188283.000000 Penalty: 3451.495117
	Iteration 54Q: 3 clusters Score -5188283 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5188323.000000 Penalty: 3451.495117
	Iteration 55Q: 3 clusters Score -5188323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5188349.000000 Penalty: 3451.495117
	Iteration 56Q: 3 clusters Score -5188349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5188381.000000 Penalty: 3451.495117
	Iteration 57Q: 3 clusters Score -5188381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5188403.000000 Penalty: 3451.495117
	Iteration 58Q: 3 clusters Score -5188403 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5188421.000000 Penalty: 3451.495117
	Iteration 59Q: 3 clusters Score -5188421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5188442.500000 Penalty: 3451.495117
	Iteration 60F: 3 clusters Score -5188442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5188465.000000 Penalty: 3451.495117
	Iteration 61Q: 3 clusters Score -5188465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5188500.000000 Penalty: 3451.495117
	Iteration 62Q: 3 clusters Score -5188500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5188516.000000 Penalty: 3451.495117
	Iteration 63Q: 3 clusters Score -5188516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5188534.500000 Penalty: 3451.495117
	Iteration 64Q: 3 clusters Score -5188534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5188570.000000 Penalty: 3451.495117
	Iteration 65Q: 3 clusters Score -5188570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5188586.000000 Penalty: 3451.495117
	Iteration 66Q: 3 clusters Score -5188586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5188598.000000 Penalty: 3451.495117
	Iteration 67Q: 3 clusters Score -5188598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5188618.500000 Penalty: 3451.495117
	Iteration 68Q: 3 clusters Score -5188618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5188624.500000 Penalty: 3451.495117
	Iteration 69Q: 3 clusters Score -5188624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5188627.500000 Penalty: 3451.495117
	Iteration 70Q: 3 clusters Score -5188628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5188633.000000 Penalty: 3451.495117
	Iteration 71Q: 3 clusters Score -5188633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5188647.500000 Penalty: 3451.495117
	Iteration 72Q: 3 clusters Score -5188648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5188657.000000 Penalty: 3451.495117
	Iteration 73Q: 3 clusters Score -5188657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5188671.000000 Penalty: 3451.495117
	Iteration 74Q: 3 clusters Score -5188671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5188683.500000 Penalty: 3451.495117
	Iteration 75Q: 3 clusters Score -5188684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5188690.000000 Penalty: 3451.495117
	Iteration 76Q: 3 clusters Score -5188690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5188710.000000 Penalty: 3451.495117
	Iteration 77Q: 3 clusters Score -5188710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5188716.000000 Penalty: 3451.495117
	Iteration 78Q: 3 clusters Score -5188716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5188712.500000 Penalty: 3451.495117
	Iteration 79Q: 3 clusters Score -5188712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5188729.000000 Penalty: 3451.495117
	Iteration 80F: 3 clusters Score -5188729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5188730.000000 Penalty: 3451.495117
	Iteration 81Q: 3 clusters Score -5188730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5188732.000000 Penalty: 3451.495117
	Iteration 82Q: 3 clusters Score -5188732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5188737.500000 Penalty: 3451.495117
	Iteration 83Q: 3 clusters Score -5188738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5188734.000000 Penalty: 3451.495117
	Iteration 84Q: 3 clusters Score -5188734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5188740.500000 Penalty: 3451.495117
	Iteration 85Q: 3 clusters Score -5188740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5188740.500000 Penalty: 3451.495117
	Iteration 86Q: 3 clusters Score -5188740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5188741.500000 Penalty: 3451.495117
	Iteration 87Q: 3 clusters Score -5188742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5188743.000000 Penalty: 3451.495117
	Iteration 88Q: 3 clusters Score -5188743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5188747.000000 Penalty: 3451.495117
	Iteration 89Q: 3 clusters Score -5188747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5188744.500000 Penalty: 3451.495117
	Iteration 90Q: 3 clusters Score -5188744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5188752.000000 Penalty: 3451.495117
	Iteration 91Q: 3 clusters Score -5188752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5188759.000000 Penalty: 3451.495117
	Iteration 92Q: 3 clusters Score -5188759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5188768.500000 Penalty: 3451.495117
	Iteration 93Q: 3 clusters Score -5188768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5188761.000000 Penalty: 3451.495117
	Iteration 94Q: 3 clusters Score -5188761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5188760.500000 Penalty: 3451.495117
	Iteration 95Q: 3 clusters Score -5188760 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5188759.500000 Penalty: 3451.495117
	Iteration 96Q: 3 clusters Score -5188760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5188765.500000 Penalty: 3451.495117
	Iteration 97Q: 3 clusters Score -5188766 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5188767.500000 Penalty: 3451.495117
	Iteration 98Q: 3 clusters Score -5188768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5188766.500000 Penalty: 3451.495117
	Iteration 99Q: 3 clusters Score -5188766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5188765.000000 Penalty: 3451.495117
	Iteration 100F: 3 clusters Score -5188765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5188771.000000 Penalty: 3451.495117
	Iteration 101Q: 3 clusters Score -5188771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5188776.000000 Penalty: 3451.495117
	Iteration 102Q: 3 clusters Score -5188776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5188769.000000 Penalty: 3451.495117
	Iteration 103Q: 3 clusters Score -5188769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5188775.500000 Penalty: 3451.495117
	Iteration 104Q: 3 clusters Score -5188776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5188782.000000 Penalty: 3451.495117
	Iteration 105Q: 3 clusters Score -5188782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5188779.500000 Penalty: 3451.495117
	Iteration 106Q: 3 clusters Score -5188780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5188784.000000 Penalty: 3451.495117
	Iteration 107Q: 3 clusters Score -5188784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5188778.500000 Penalty: 3451.495117
	Iteration 108Q: 3 clusters Score -5188778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5188778.500000 Penalty: 3451.495117
	Iteration 109F: 3 clusters Score -5188778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -38928.187500 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -38928.19 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 242 members 
Entering Unmasked Estep 
Score: -37962.449219 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -37962.45 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38413.816406 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -38413.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38816.167969 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -38816.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39023.343750 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -39023.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39225.273438 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -39225.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39368.953125 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -39368.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39458.593750 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -39458.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39525.851562 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -39525.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39561.246094 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -39561.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39571.105469 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -39571.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39575.335938 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -39575.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39576.921875 Penalty: 2012.517700
	Iteration 11F: 3 clusters Score -39576.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39585.710938 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -39585.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39585.710938 Penalty: 2012.517700
	Iteration 13F: 3 clusters Score -39585.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 193 members 
Entering Unmasked Estep 
Score: -141746848.000000 Penalty: 88477.945312
Splitting cluster 17 changes total score from -141747056.000000 to -141746848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Entering Unmasked Estep 
Score: -1291070.875000 Penalty: 1504.019531
	Iteration 0F: 2 clusters Score -1291071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1283613.750000 Penalty: 3008.039062
	Iteration 0F: 3 clusters Score -1283614 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1286271.125000 Penalty: 3008.039062
	Iteration 1F: 3 clusters Score -1286271 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1286670.500000 Penalty: 3008.039062
	Iteration 2F: 3 clusters Score -1286670 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1287067.375000 Penalty: 3008.039062
	Iteration 3F: 3 clusters Score -1287067 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1287471.875000 Penalty: 3008.039062
	Iteration 4F: 3 clusters Score -1287472 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1287901.875000 Penalty: 3008.039062
	Iteration 5F: 3 clusters Score -1287902 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1288324.750000 Penalty: 3008.039062
	Iteration 6F: 3 clusters Score -1288325 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1288718.750000 Penalty: 3008.039062
	Iteration 7F: 3 clusters Score -1288719 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1289023.000000 Penalty: 3008.039062
	Iteration 8Q: 3 clusters Score -1289023 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1289285.125000 Penalty: 3008.039062
	Iteration 9Q: 3 clusters Score -1289285 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1289513.375000 Penalty: 3008.039062
	Iteration 10Q: 3 clusters Score -1289513 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1289692.500000 Penalty: 3008.039062
	Iteration 11Q: 3 clusters Score -1289692 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1289807.500000 Penalty: 3008.039062
	Iteration 12Q: 3 clusters Score -1289808 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1289904.625000 Penalty: 3008.039062
	Iteration 13Q: 3 clusters Score -1289905 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1290004.875000 Penalty: 3008.039062
	Iteration 14Q: 3 clusters Score -1290005 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1290083.750000 Penalty: 3008.039062
	Iteration 15Q: 3 clusters Score -1290084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1290148.750000 Penalty: 3008.039062
	Iteration 16Q: 3 clusters Score -1290149 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1290213.000000 Penalty: 3008.039062
	Iteration 17Q: 3 clusters Score -1290213 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1290267.375000 Penalty: 3008.039062
	Iteration 18Q: 3 clusters Score -1290267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1290306.125000 Penalty: 3008.039062
	Iteration 19Q: 3 clusters Score -1290306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1290332.875000 Penalty: 3008.039062
	Iteration 20F: 3 clusters Score -1290333 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1290369.875000 Penalty: 3008.039062
	Iteration 21Q: 3 clusters Score -1290370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1290394.500000 Penalty: 3008.039062
	Iteration 22Q: 3 clusters Score -1290394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1290410.375000 Penalty: 3008.039062
	Iteration 23Q: 3 clusters Score -1290410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1290427.750000 Penalty: 3008.039062
	Iteration 24Q: 3 clusters Score -1290428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1290442.000000 Penalty: 3008.039062
	Iteration 25Q: 3 clusters Score -1290442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1290452.000000 Penalty: 3008.039062
	Iteration 26Q: 3 clusters Score -1290452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1290461.000000 Penalty: 3008.039062
	Iteration 27Q: 3 clusters Score -1290461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1290466.000000 Penalty: 3008.039062
	Iteration 28Q: 3 clusters Score -1290466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1290469.750000 Penalty: 3008.039062
	Iteration 29Q: 3 clusters Score -1290470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1290474.000000 Penalty: 3008.039062
	Iteration 30Q: 3 clusters Score -1290474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1290474.875000 Penalty: 3008.039062
	Iteration 31Q: 3 clusters Score -1290475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1290475.375000 Penalty: 3008.039062
	Iteration 32Q: 3 clusters Score -1290475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1290474.875000 Penalty: 3008.039062
	Iteration 33Q: 3 clusters Score -1290475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1290475.125000 Penalty: 3008.039062
	Iteration 34Q: 3 clusters Score -1290475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1290475.125000 Penalty: 3008.039062
	Iteration 35Q: 3 clusters Score -1290475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1290475.125000 Penalty: 3008.039062
	Iteration 36F: 3 clusters Score -1290475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108876 members 
Entering Unmasked Estep 
Score: -13801766.000000 Penalty: 1884.669312
	Iteration 0F: 2 clusters Score -1.380177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -13731142.000000 Penalty: 3769.338623
	Iteration 0F: 3 clusters Score -1.373114e+07 nChanged 52034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -13761682.000000 Penalty: 3769.338623
	Iteration 1F: 3 clusters Score -1.376168e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -13762685.000000 Penalty: 3769.338623
	Iteration 2Q: 3 clusters Score -1.376268e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -13763902.000000 Penalty: 3769.338623
	Iteration 3Q: 3 clusters Score -1.37639e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -13765685.000000 Penalty: 3769.338623
	Iteration 4Q: 3 clusters Score -1.376568e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -13768426.000000 Penalty: 3769.338623
	Iteration 5Q: 3 clusters Score -1.376843e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -13772543.000000 Penalty: 3769.338623
	Iteration 6F: 3 clusters Score -1.377254e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -13778057.000000 Penalty: 3769.338623
	Iteration 7F: 3 clusters Score -1.377806e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -13783251.000000 Penalty: 3769.338623
	Iteration 8F: 3 clusters Score -1.378325e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -13786425.000000 Penalty: 3769.338623
	Iteration 9F: 3 clusters Score -1.378642e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -13788006.000000 Penalty: 3769.338623
	Iteration 10Q: 3 clusters Score -1.378801e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -13788699.000000 Penalty: 3769.338623
	Iteration 11Q: 3 clusters Score -1.37887e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -13789221.000000 Penalty: 3769.338623
	Iteration 12Q: 3 clusters Score -1.378922e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -13789612.000000 Penalty: 3769.338623
	Iteration 13Q: 3 clusters Score -1.378961e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -13790021.000000 Penalty: 3769.338623
	Iteration 14Q: 3 clusters Score -1.379002e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -13790365.000000 Penalty: 3769.338623
	Iteration 15Q: 3 clusters Score -1.379036e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -13790796.000000 Penalty: 3769.338623
	Iteration 16Q: 3 clusters Score -1.37908e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -13791205.000000 Penalty: 3769.338623
	Iteration 17Q: 3 clusters Score -1.37912e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -13791551.000000 Penalty: 3769.338623
	Iteration 18Q: 3 clusters Score -1.379155e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -13791904.000000 Penalty: 3769.338623
	Iteration 19Q: 3 clusters Score -1.37919e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -13792348.000000 Penalty: 3769.338623
	Iteration 20F: 3 clusters Score -1.379235e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -13792804.000000 Penalty: 3769.338623
	Iteration 21Q: 3 clusters Score -1.37928e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -13793283.000000 Penalty: 3769.338623
	Iteration 22Q: 3 clusters Score -1.379328e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -13793792.000000 Penalty: 3769.338623
	Iteration 23Q: 3 clusters Score -1.379379e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -13794303.000000 Penalty: 3769.338623
	Iteration 24Q: 3 clusters Score -1.37943e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -13794830.000000 Penalty: 3769.338623
	Iteration 25Q: 3 clusters Score -1.379483e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -13795466.000000 Penalty: 3769.338623
	Iteration 26Q: 3 clusters Score -1.379547e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -13796156.000000 Penalty: 3769.338623
	Iteration 27Q: 3 clusters Score -1.379616e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -13796719.000000 Penalty: 3769.338623
	Iteration 28Q: 3 clusters Score -1.379672e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -13797255.000000 Penalty: 3769.338623
	Iteration 29Q: 3 clusters Score -1.379726e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -13797826.000000 Penalty: 3769.338623
	Iteration 30Q: 3 clusters Score -1.379783e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99765 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -13798323.000000 Penalty: 3769.338623
	Iteration 31Q: 3 clusters Score -1.379832e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -13798829.000000 Penalty: 3769.338623
	Iteration 32Q: 3 clusters Score -1.379883e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -13799208.000000 Penalty: 3769.338623
	Iteration 33Q: 3 clusters Score -1.379921e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -13799476.000000 Penalty: 3769.338623
	Iteration 34Q: 3 clusters Score -1.379948e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -13799812.000000 Penalty: 3769.338623
	Iteration 35Q: 3 clusters Score -1.379981e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -13800014.000000 Penalty: 3769.338623
	Iteration 36Q: 3 clusters Score -1.380001e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -13800119.000000 Penalty: 3769.338623
	Iteration 37Q: 3 clusters Score -1.380012e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -13800195.000000 Penalty: 3769.338623
	Iteration 38Q: 3 clusters Score -1.38002e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106081 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -13800321.000000 Penalty: 3769.338623
	Iteration 39Q: 3 clusters Score -1.380032e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -13800444.000000 Penalty: 3769.338623
	Iteration 40F: 3 clusters Score -1.380044e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -13800491.000000 Penalty: 3769.338623
	Iteration 41Q: 3 clusters Score -1.380049e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13800541.000000 Penalty: 3769.338623
	Iteration 42Q: 3 clusters Score -1.380054e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -13800567.000000 Penalty: 3769.338623
	Iteration 43Q: 3 clusters Score -1.380057e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13800608.000000 Penalty: 3769.338623
	Iteration 44Q: 3 clusters Score -1.380061e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13800628.000000 Penalty: 3769.338623
	Iteration 45Q: 3 clusters Score -1.380063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13800642.000000 Penalty: 3769.338623
	Iteration 46Q: 3 clusters Score -1.380064e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13800667.000000 Penalty: 3769.338623
	Iteration 47Q: 3 clusters Score -1.380067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107749 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13800681.000000 Penalty: 3769.338623
	Iteration 48Q: 3 clusters Score -1.380068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13800651.000000 Penalty: 3769.338623
	Iteration 49Q: 3 clusters Score -1.380065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13800668.000000 Penalty: 3769.338623
	Iteration 50Q: 3 clusters Score -1.380067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13800665.000000 Penalty: 3769.338623
	Iteration 51Q: 3 clusters Score -1.380066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13800669.000000 Penalty: 3769.338623
	Iteration 52Q: 3 clusters Score -1.380067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13800689.000000 Penalty: 3769.338623
	Iteration 53Q: 3 clusters Score -1.380069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13800685.000000 Penalty: 3769.338623
	Iteration 54Q: 3 clusters Score -1.380068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13800686.000000 Penalty: 3769.338623
	Iteration 55Q: 3 clusters Score -1.380069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13800685.000000 Penalty: 3769.338623
	Iteration 56Q: 3 clusters Score -1.380068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13800676.000000 Penalty: 3769.338623
	Iteration 57Q: 3 clusters Score -1.380068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13800668.000000 Penalty: 3769.338623
	Iteration 58Q: 3 clusters Score -1.380067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13800687.000000 Penalty: 3769.338623
	Iteration 59Q: 3 clusters Score -1.380069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13800664.000000 Penalty: 3769.338623
	Iteration 60F: 3 clusters Score -1.380066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107932 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13800672.000000 Penalty: 3769.338623
	Iteration 61Q: 3 clusters Score -1.380067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13800669.000000 Penalty: 3769.338623
	Iteration 62Q: 3 clusters Score -1.380067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13800673.000000 Penalty: 3769.338623
	Iteration 63Q: 3 clusters Score -1.380067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13800666.000000 Penalty: 3769.338623
	Iteration 64Q: 3 clusters Score -1.380067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13800666.000000 Penalty: 3769.338623
	Iteration 65F: 3 clusters Score -1.380067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -665440.687500 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -665440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -661139.625000 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -661139.6 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -662327.687500 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -662327.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -662493.437500 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -662493.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -662635.312500 Penalty: 2799.535889
	Iteration 3F: 3 clusters Score -662635.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -662744.812500 Penalty: 2799.535889
	Iteration 4Q: 3 clusters Score -662744.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -662852.000000 Penalty: 2799.535889
	Iteration 5Q: 3 clusters Score -662852 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -662987.437500 Penalty: 2799.535889
	Iteration 6Q: 3 clusters Score -662987.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -663110.750000 Penalty: 2799.535889
	Iteration 7Q: 3 clusters Score -663110.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -663282.437500 Penalty: 2799.535889
	Iteration 8Q: 3 clusters Score -663282.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -663480.812500 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -663480.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -663689.687500 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -663689.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -663907.062500 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -663907.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -664098.250000 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -664098.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -664248.437500 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -664248.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -664346.750000 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -664346.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -664424.125000 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -664424.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -664486.750000 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -664486.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -664523.625000 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -664523.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -664551.500000 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -664551.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -664567.250000 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -664567.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -664585.437500 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -664585.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -664601.500000 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -664601.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -664613.000000 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -664613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -664621.312500 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -664621.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -664625.812500 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -664625.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -664635.125000 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -664635.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -664644.437500 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -664644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -664654.687500 Penalty: 2799.535889
	Iteration 27Q: 3 clusters Score -664654.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -664660.812500 Penalty: 2799.535889
	Iteration 28Q: 3 clusters Score -664660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -664669.062500 Penalty: 2799.535889
	Iteration 29Q: 3 clusters Score -664669.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -664678.625000 Penalty: 2799.535889
	Iteration 30Q: 3 clusters Score -664678.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -664685.250000 Penalty: 2799.535889
	Iteration 31Q: 3 clusters Score -664685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -664688.937500 Penalty: 2799.535889
	Iteration 32Q: 3 clusters Score -664688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -664691.500000 Penalty: 2799.535889
	Iteration 33Q: 3 clusters Score -664691.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -664694.750000 Penalty: 2799.535889
	Iteration 34Q: 3 clusters Score -664694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -664694.625000 Penalty: 2799.535889
	Iteration 35Q: 3 clusters Score -664694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -664696.687500 Penalty: 2799.535889
	Iteration 36Q: 3 clusters Score -664696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -664697.000000 Penalty: 2799.535889
	Iteration 37Q: 3 clusters Score -664697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -664696.625000 Penalty: 2799.535889
	Iteration 38Q: 3 clusters Score -664696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -664697.812500 Penalty: 2799.535889
	Iteration 39Q: 3 clusters Score -664697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -664699.250000 Penalty: 2799.535889
	Iteration 40F: 3 clusters Score -664699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -664700.000000 Penalty: 2799.535889
	Iteration 41Q: 3 clusters Score -664700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -664699.625000 Penalty: 2799.535889
	Iteration 42Q: 3 clusters Score -664699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -664699.625000 Penalty: 2799.535889
	Iteration 43Q: 3 clusters Score -664699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -664700.625000 Penalty: 2799.535889
	Iteration 44Q: 3 clusters Score -664700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -664700.625000 Penalty: 2799.535889
	Iteration 45Q: 3 clusters Score -664700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -664700.625000 Penalty: 2799.535889
	Iteration 46F: 3 clusters Score -664700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -28814.193359 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -28814.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27962.892578 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -27962.89 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28337.916016 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -28337.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28591.171875 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -28591.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28743.789062 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -28743.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28800.783203 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -28800.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28837.593750 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -28837.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28867.148438 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -28867.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28879.185547 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -28879.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28881.666016 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -28881.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28884.738281 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -28884.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28884.738281 Penalty: 1984.057739
	Iteration 10F: 3 clusters Score -28884.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 152 members 
Entering Unmasked Estep 
Score: -141746240.000000 Penalty: 88477.945312
Splitting cluster 21 changes total score from -141747056.000000 to -141746240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (63659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Entering Unmasked Estep 
Score: -8033221.500000 Penalty: 1797.460693
	Iteration 0F: 2 clusters Score -8033222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -7990892.000000 Penalty: 3594.921387
	Iteration 0F: 3 clusters Score -7990892 nChanged 30202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -8008334.000000 Penalty: 3594.921387
	Iteration 1F: 3 clusters Score -8008334 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -8009295.500000 Penalty: 3594.921387
	Iteration 2Q: 3 clusters Score -8009296 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -8010987.500000 Penalty: 3594.921387
	Iteration 3F: 3 clusters Score -8010988 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -8013967.500000 Penalty: 3594.921387
	Iteration 4F: 3 clusters Score -8013968 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -8018466.000000 Penalty: 3594.921387
	Iteration 5F: 3 clusters Score -8018466 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -8023684.000000 Penalty: 3594.921387
	Iteration 6F: 3 clusters Score -8023684 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -8027648.500000 Penalty: 3594.921387
	Iteration 7F: 3 clusters Score -8027648 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -8029765.500000 Penalty: 3594.921387
	Iteration 8Q: 3 clusters Score -8029766 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -8030513.500000 Penalty: 3594.921387
	Iteration 9Q: 3 clusters Score -8030514 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -8030848.500000 Penalty: 3594.921387
	Iteration 10Q: 3 clusters Score -8030848 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -8031064.000000 Penalty: 3594.921387
	Iteration 11Q: 3 clusters Score -8031064 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -8031216.500000 Penalty: 3594.921387
	Iteration 12Q: 3 clusters Score -8031216 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -8031303.500000 Penalty: 3594.921387
	Iteration 13Q: 3 clusters Score -8031304 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -8031429.000000 Penalty: 3594.921387
	Iteration 14Q: 3 clusters Score -8031429 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -8031552.000000 Penalty: 3594.921387
	Iteration 15Q: 3 clusters Score -8031552 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8031619.500000 Penalty: 3594.921387
	Iteration 16Q: 3 clusters Score -8031620 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8031663.000000 Penalty: 3594.921387
	Iteration 17Q: 3 clusters Score -8031663 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8031731.500000 Penalty: 3594.921387
	Iteration 18Q: 3 clusters Score -8031732 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8031767.000000 Penalty: 3594.921387
	Iteration 19Q: 3 clusters Score -8031767 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8031815.500000 Penalty: 3594.921387
	Iteration 20F: 3 clusters Score -8031816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8031864.500000 Penalty: 3594.921387
	Iteration 21Q: 3 clusters Score -8031864 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8031901.000000 Penalty: 3594.921387
	Iteration 22Q: 3 clusters Score -8031901 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8031918.500000 Penalty: 3594.921387
	Iteration 23Q: 3 clusters Score -8031918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8031942.500000 Penalty: 3594.921387
	Iteration 24Q: 3 clusters Score -8031942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8031962.500000 Penalty: 3594.921387
	Iteration 25Q: 3 clusters Score -8031962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8031985.000000 Penalty: 3594.921387
	Iteration 26Q: 3 clusters Score -8031985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8031994.500000 Penalty: 3594.921387
	Iteration 27Q: 3 clusters Score -8031994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8032004.500000 Penalty: 3594.921387
	Iteration 28Q: 3 clusters Score -8032004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8032001.500000 Penalty: 3594.921387
	Iteration 29Q: 3 clusters Score -8032002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8032028.500000 Penalty: 3594.921387
	Iteration 30Q: 3 clusters Score -8032028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8032021.000000 Penalty: 3594.921387
	Iteration 31Q: 3 clusters Score -8032021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8031999.500000 Penalty: 3594.921387
	Iteration 32Q: 3 clusters Score -8032000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8032026.500000 Penalty: 3594.921387
	Iteration 33Q: 3 clusters Score -8032026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8032023.500000 Penalty: 3594.921387
	Iteration 34Q: 3 clusters Score -8032024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8032022.000000 Penalty: 3594.921387
	Iteration 35Q: 3 clusters Score -8032022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8032027.500000 Penalty: 3594.921387
	Iteration 36Q: 3 clusters Score -8032028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8032025.000000 Penalty: 3594.921387
	Iteration 37Q: 3 clusters Score -8032025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8032032.000000 Penalty: 3594.921387
	Iteration 38Q: 3 clusters Score -8032032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8032022.500000 Penalty: 3594.921387
	Iteration 39Q: 3 clusters Score -8032022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8032022.000000 Penalty: 3594.921387
	Iteration 40F: 3 clusters Score -8032022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8032026.500000 Penalty: 3594.921387
	Iteration 41Q: 3 clusters Score -8032026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8032043.000000 Penalty: 3594.921387
	Iteration 42Q: 3 clusters Score -8032043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8032035.500000 Penalty: 3594.921387
	Iteration 43Q: 3 clusters Score -8032036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8032042.500000 Penalty: 3594.921387
	Iteration 44Q: 3 clusters Score -8032042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8032046.000000 Penalty: 3594.921387
	Iteration 45Q: 3 clusters Score -8032046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8032046.500000 Penalty: 3594.921387
	Iteration 46Q: 3 clusters Score -8032046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8032054.000000 Penalty: 3594.921387
	Iteration 47Q: 3 clusters Score -8032054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8032058.000000 Penalty: 3594.921387
	Iteration 48Q: 3 clusters Score -8032058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8032055.500000 Penalty: 3594.921387
	Iteration 49Q: 3 clusters Score -8032056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8032050.000000 Penalty: 3594.921387
	Iteration 50Q: 3 clusters Score -8032050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8032053.500000 Penalty: 3594.921387
	Iteration 51Q: 3 clusters Score -8032054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8032063.500000 Penalty: 3594.921387
	Iteration 52Q: 3 clusters Score -8032064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8032072.500000 Penalty: 3594.921387
	Iteration 53Q: 3 clusters Score -8032072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8032074.500000 Penalty: 3594.921387
	Iteration 54Q: 3 clusters Score -8032074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8032075.000000 Penalty: 3594.921387
	Iteration 55Q: 3 clusters Score -8032075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8032072.000000 Penalty: 3594.921387
	Iteration 56Q: 3 clusters Score -8032072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8032072.000000 Penalty: 3594.921387
	Iteration 57F: 3 clusters Score -8032072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -284723.843750 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -284723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -282407.718750 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -282407.7 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283045.468750 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -283045.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283257.000000 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -283257 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283383.218750 Penalty: 2522.567139
	Iteration 3F: 3 clusters Score -283383.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283474.968750 Penalty: 2522.567139
	Iteration 4Q: 3 clusters Score -283475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283583.437500 Penalty: 2522.567139
	Iteration 5Q: 3 clusters Score -283583.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283679.968750 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -283680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283778.718750 Penalty: 2522.567139
	Iteration 7Q: 3 clusters Score -283778.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283859.937500 Penalty: 2522.567139
	Iteration 8Q: 3 clusters Score -283859.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -283933.843750 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -283933.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283994.781250 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -283994.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284091.750000 Penalty: 2522.567139
	Iteration 11Q: 3 clusters Score -284091.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -284207.343750 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -284207.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -284265.843750 Penalty: 2522.567139
	Iteration 13Q: 3 clusters Score -284265.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -284301.875000 Penalty: 2522.567139
	Iteration 14Q: 3 clusters Score -284301.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -284326.937500 Penalty: 2522.567139
	Iteration 15Q: 3 clusters Score -284326.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284379.750000 Penalty: 2522.567139
	Iteration 16Q: 3 clusters Score -284379.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -284424.187500 Penalty: 2522.567139
	Iteration 17Q: 3 clusters Score -284424.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284455.218750 Penalty: 2522.567139
	Iteration 18Q: 3 clusters Score -284455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -284487.312500 Penalty: 2522.567139
	Iteration 19Q: 3 clusters Score -284487.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -284510.781250 Penalty: 2522.567139
	Iteration 20F: 3 clusters Score -284510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -284517.406250 Penalty: 2522.567139
	Iteration 21Q: 3 clusters Score -284517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -284518.781250 Penalty: 2522.567139
	Iteration 22Q: 3 clusters Score -284518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -284518.781250 Penalty: 2522.567139
	Iteration 23F: 3 clusters Score -284518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Entering Unmasked Estep 
Score: -1745158.500000 Penalty: 1554.130493
	Iteration 0F: 2 clusters Score -1745158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1735227.625000 Penalty: 3108.260986
	Iteration 0F: 3 clusters Score -1735228 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1738801.250000 Penalty: 3108.260986
	Iteration 1F: 3 clusters Score -1738801 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1739119.250000 Penalty: 3108.260986
	Iteration 2F: 3 clusters Score -1739119 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1739416.500000 Penalty: 3108.260986
	Iteration 3Q: 3 clusters Score -1739416 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1739753.750000 Penalty: 3108.260986
	Iteration 4Q: 3 clusters Score -1739754 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1740136.875000 Penalty: 3108.260986
	Iteration 5F: 3 clusters Score -1740137 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1740521.875000 Penalty: 3108.260986
	Iteration 6Q: 3 clusters Score -1740522 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1740927.875000 Penalty: 3108.260986
	Iteration 7Q: 3 clusters Score -1740928 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1741299.875000 Penalty: 3108.260986
	Iteration 8Q: 3 clusters Score -1741300 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1741644.500000 Penalty: 3108.260986
	Iteration 9Q: 3 clusters Score -1741644 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1741870.625000 Penalty: 3108.260986
	Iteration 10Q: 3 clusters Score -1741871 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1742025.750000 Penalty: 3108.260986
	Iteration 11Q: 3 clusters Score -1742026 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1742147.500000 Penalty: 3108.260986
	Iteration 12Q: 3 clusters Score -1742148 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1742240.000000 Penalty: 3108.260986
	Iteration 13Q: 3 clusters Score -1742240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1742311.875000 Penalty: 3108.260986
	Iteration 14Q: 3 clusters Score -1742312 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1742362.875000 Penalty: 3108.260986
	Iteration 15Q: 3 clusters Score -1742363 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1742422.875000 Penalty: 3108.260986
	Iteration 16Q: 3 clusters Score -1742423 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1742494.250000 Penalty: 3108.260986
	Iteration 17Q: 3 clusters Score -1742494 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1742587.500000 Penalty: 3108.260986
	Iteration 18Q: 3 clusters Score -1742588 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1742717.250000 Penalty: 3108.260986
	Iteration 19Q: 3 clusters Score -1742717 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1742861.250000 Penalty: 3108.260986
	Iteration 20F: 3 clusters Score -1742861 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1743054.250000 Penalty: 3108.260986
	Iteration 21Q: 3 clusters Score -1743054 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1743335.000000 Penalty: 3108.260986
	Iteration 22Q: 3 clusters Score -1743335 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1743642.625000 Penalty: 3108.260986
	Iteration 23Q: 3 clusters Score -1743643 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1743794.250000 Penalty: 3108.260986
	Iteration 24Q: 3 clusters Score -1743794 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1743883.250000 Penalty: 3108.260986
	Iteration 25Q: 3 clusters Score -1743883 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1743941.125000 Penalty: 3108.260986
	Iteration 26Q: 3 clusters Score -1743941 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1743977.250000 Penalty: 3108.260986
	Iteration 27Q: 3 clusters Score -1743977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1744006.625000 Penalty: 3108.260986
	Iteration 28Q: 3 clusters Score -1744007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1744033.250000 Penalty: 3108.260986
	Iteration 29Q: 3 clusters Score -1744033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1744059.000000 Penalty: 3108.260986
	Iteration 30Q: 3 clusters Score -1744059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1744067.000000 Penalty: 3108.260986
	Iteration 31Q: 3 clusters Score -1744067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1744077.625000 Penalty: 3108.260986
	Iteration 32Q: 3 clusters Score -1744078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1744089.375000 Penalty: 3108.260986
	Iteration 33Q: 3 clusters Score -1744089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1744104.750000 Penalty: 3108.260986
	Iteration 34Q: 3 clusters Score -1744105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1744104.750000 Penalty: 3108.260986
	Iteration 35Q: 3 clusters Score -1744105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1744105.500000 Penalty: 3108.260986
	Iteration 36Q: 3 clusters Score -1744106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1744107.000000 Penalty: 3108.260986
	Iteration 37Q: 3 clusters Score -1744107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1744111.500000 Penalty: 3108.260986
	Iteration 38Q: 3 clusters Score -1744112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1744112.125000 Penalty: 3108.260986
	Iteration 39Q: 3 clusters Score -1744112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1744115.125000 Penalty: 3108.260986
	Iteration 40F: 3 clusters Score -1744115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1744118.500000 Penalty: 3108.260986
	Iteration 41Q: 3 clusters Score -1744118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1744116.250000 Penalty: 3108.260986
	Iteration 42Q: 3 clusters Score -1744116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1744118.000000 Penalty: 3108.260986
	Iteration 43Q: 3 clusters Score -1744118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1744123.500000 Penalty: 3108.260986
	Iteration 44Q: 3 clusters Score -1744124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1744123.000000 Penalty: 3108.260986
	Iteration 45Q: 3 clusters Score -1744123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1744123.625000 Penalty: 3108.260986
	Iteration 46Q: 3 clusters Score -1744124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1744124.500000 Penalty: 3108.260986
	Iteration 47Q: 3 clusters Score -1744124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1744125.000000 Penalty: 3108.260986
	Iteration 48Q: 3 clusters Score -1744125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1744125.875000 Penalty: 3108.260986
	Iteration 49Q: 3 clusters Score -1744126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1744131.000000 Penalty: 3108.260986
	Iteration 50Q: 3 clusters Score -1744131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1744130.125000 Penalty: 3108.260986
	Iteration 51Q: 3 clusters Score -1744130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1744128.250000 Penalty: 3108.260986
	Iteration 52Q: 3 clusters Score -1744128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1744129.000000 Penalty: 3108.260986
	Iteration 53Q: 3 clusters Score -1744129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1744129.625000 Penalty: 3108.260986
	Iteration 54Q: 3 clusters Score -1744130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1744131.875000 Penalty: 3108.260986
	Iteration 55Q: 3 clusters Score -1744132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1744132.875000 Penalty: 3108.260986
	Iteration 56Q: 3 clusters Score -1744133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1744132.875000 Penalty: 3108.260986
	Iteration 57F: 3 clusters Score -1744133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -40942.949219 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -40942.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40032.816406 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -40032.82 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40463.046875 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40463.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40610.550781 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -40610.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40681.148438 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -40681.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40737.183594 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -40737.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40776.351562 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -40776.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40835.863281 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -40835.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40886.636719 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -40886.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40910.535156 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -40910.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40937.839844 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -40937.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40961.121094 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -40961.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40989.886719 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -40989.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41007.582031 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -41007.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41014.007812 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -41014.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41020.378906 Penalty: 2012.517700
	Iteration 14Q: 3 clusters Score -41020.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41038.289062 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -41038.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41071.039062 Penalty: 2012.517700
	Iteration 16Q: 3 clusters Score -41071.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41085.589844 Penalty: 2012.517700
	Iteration 17Q: 3 clusters Score -41085.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41121.972656 Penalty: 2012.517700
	Iteration 18Q: 3 clusters Score -41121.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41169.183594 Penalty: 2012.517700
	Iteration 19Q: 3 clusters Score -41169.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41189.792969 Penalty: 2012.517700
	Iteration 20F: 3 clusters Score -41189.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41194.269531 Penalty: 2012.517700
	Iteration 21Q: 3 clusters Score -41194.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41197.117188 Penalty: 2012.517700
	Iteration 22Q: 3 clusters Score -41197.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41197.710938 Penalty: 2012.517700
	Iteration 23Q: 3 clusters Score -41197.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41197.710938 Penalty: 2012.517700
	Iteration 24F: 3 clusters Score -41197.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 266 members 
Entering Unmasked Estep 
Score: -141746240.000000 Penalty: 88477.945312
Splitting cluster 25 changes total score from -141747056.000000 to -141746240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -556494.812500 Penalty: 1370.353027
	Iteration 0F: 2 clusters Score -556494.8 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 2324 members 
Entering Unmasked Estep 
Score: -552805.125000 Penalty: 2740.706055
	Iteration 0F: 3 clusters Score -552805.1 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -553830.062500 Penalty: 2740.706055
	Iteration 1F: 3 clusters Score -553830.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -554030.437500 Penalty: 2740.706055
	Iteration 2F: 3 clusters Score -554030.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -554199.625000 Penalty: 2740.706055
	Iteration 3F: 3 clusters Score -554199.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -554348.562500 Penalty: 2740.706055
	Iteration 4Q: 3 clusters Score -554348.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -554484.312500 Penalty: 2740.706055
	Iteration 5Q: 3 clusters Score -554484.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -554619.250000 Penalty: 2740.706055
	Iteration 6Q: 3 clusters Score -554619.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -554724.125000 Penalty: 2740.706055
	Iteration 7Q: 3 clusters Score -554724.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -554814.437500 Penalty: 2740.706055
	Iteration 8Q: 3 clusters Score -554814.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -554899.187500 Penalty: 2740.706055
	Iteration 9Q: 3 clusters Score -554899.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -554970.812500 Penalty: 2740.706055
	Iteration 10Q: 3 clusters Score -554970.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -555044.062500 Penalty: 2740.706055
	Iteration 11Q: 3 clusters Score -555044.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -555107.062500 Penalty: 2740.706055
	Iteration 12Q: 3 clusters Score -555107.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -555168.937500 Penalty: 2740.706055
	Iteration 13Q: 3 clusters Score -555168.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -555231.625000 Penalty: 2740.706055
	Iteration 14Q: 3 clusters Score -555231.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -555293.625000 Penalty: 2740.706055
	Iteration 15Q: 3 clusters Score -555293.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -555351.437500 Penalty: 2740.706055
	Iteration 16Q: 3 clusters Score -555351.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -555423.375000 Penalty: 2740.706055
	Iteration 17Q: 3 clusters Score -555423.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -555500.937500 Penalty: 2740.706055
	Iteration 18Q: 3 clusters Score -555500.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -555577.750000 Penalty: 2740.706055
	Iteration 19Q: 3 clusters Score -555577.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -555652.812500 Penalty: 2740.706055
	Iteration 20F: 3 clusters Score -555652.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -555718.562500 Penalty: 2740.706055
	Iteration 21Q: 3 clusters Score -555718.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -555793.000000 Penalty: 2740.706055
	Iteration 22Q: 3 clusters Score -555793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -555841.187500 Penalty: 2740.706055
	Iteration 23Q: 3 clusters Score -555841.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -555876.125000 Penalty: 2740.706055
	Iteration 24Q: 3 clusters Score -555876.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -555883.687500 Penalty: 2740.706055
	Iteration 25Q: 3 clusters Score -555883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -555888.062500 Penalty: 2740.706055
	Iteration 26Q: 3 clusters Score -555888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -555891.562500 Penalty: 2740.706055
	Iteration 27Q: 3 clusters Score -555891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -555892.500000 Penalty: 2740.706055
	Iteration 28Q: 3 clusters Score -555892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -555893.250000 Penalty: 2740.706055
	Iteration 29Q: 3 clusters Score -555893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -555894.625000 Penalty: 2740.706055
	Iteration 30Q: 3 clusters Score -555894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -555895.000000 Penalty: 2740.706055
	Iteration 31Q: 3 clusters Score -555895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -555896.312500 Penalty: 2740.706055
	Iteration 32Q: 3 clusters Score -555896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -555897.812500 Penalty: 2740.706055
	Iteration 33Q: 3 clusters Score -555897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -555898.000000 Penalty: 2740.706055
	Iteration 34Q: 3 clusters Score -555898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -555898.000000 Penalty: 2740.706055
	Iteration 35F: 3 clusters Score -555898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -54668.765625 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -54668.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53680.949219 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -53680.95 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54025.910156 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -54025.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54157.992188 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -54157.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54233.773438 Penalty: 2050.131836
	Iteration 3Q: 3 clusters Score -54233.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54289.523438 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -54289.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54327.214844 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -54327.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54347.964844 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -54347.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54351.140625 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -54351.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54351.140625 Penalty: 2050.131836
	Iteration 8F: 3 clusters Score -54351.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (121537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Entering Unmasked Estep 
Score: -15350936.000000 Penalty: 1902.545898
	Iteration 0F: 2 clusters Score -1.535094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -15273270.000000 Penalty: 3805.091797
	Iteration 0F: 3 clusters Score -1.527327e+07 nChanged 58629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -15308225.000000 Penalty: 3805.091797
	Iteration 1F: 3 clusters Score -1.530822e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -15309351.000000 Penalty: 3805.091797
	Iteration 2Q: 3 clusters Score -1.530935e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -15310793.000000 Penalty: 3805.091797
	Iteration 3Q: 3 clusters Score -1.531079e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -15313136.000000 Penalty: 3805.091797
	Iteration 4Q: 3 clusters Score -1.531314e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -15316954.000000 Penalty: 3805.091797
	Iteration 5F: 3 clusters Score -1.531695e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -15322708.000000 Penalty: 3805.091797
	Iteration 6F: 3 clusters Score -1.532271e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -15329899.000000 Penalty: 3805.091797
	Iteration 7F: 3 clusters Score -1.53299e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -15336907.000000 Penalty: 3805.091797
	Iteration 8F: 3 clusters Score -1.533691e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -15341031.000000 Penalty: 3805.091797
	Iteration 9F: 3 clusters Score -1.534103e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -15342817.000000 Penalty: 3805.091797
	Iteration 10Q: 3 clusters Score -1.534282e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -15343721.000000 Penalty: 3805.091797
	Iteration 11Q: 3 clusters Score -1.534372e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -15344396.000000 Penalty: 3805.091797
	Iteration 12Q: 3 clusters Score -1.53444e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -15344907.000000 Penalty: 3805.091797
	Iteration 13Q: 3 clusters Score -1.534491e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -15345385.000000 Penalty: 3805.091797
	Iteration 14Q: 3 clusters Score -1.534538e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -15345820.000000 Penalty: 3805.091797
	Iteration 15Q: 3 clusters Score -1.534582e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -15346257.000000 Penalty: 3805.091797
	Iteration 16Q: 3 clusters Score -1.534626e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -15346698.000000 Penalty: 3805.091797
	Iteration 17Q: 3 clusters Score -1.53467e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -15347164.000000 Penalty: 3805.091797
	Iteration 18Q: 3 clusters Score -1.534716e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -15347540.000000 Penalty: 3805.091797
	Iteration 19Q: 3 clusters Score -1.534754e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -15347896.000000 Penalty: 3805.091797
	Iteration 20F: 3 clusters Score -1.53479e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -15348146.000000 Penalty: 3805.091797
	Iteration 21Q: 3 clusters Score -1.534815e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -15348353.000000 Penalty: 3805.091797
	Iteration 22Q: 3 clusters Score -1.534835e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -15348526.000000 Penalty: 3805.091797
	Iteration 23Q: 3 clusters Score -1.534853e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -15348676.000000 Penalty: 3805.091797
	Iteration 24Q: 3 clusters Score -1.534868e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -15348790.000000 Penalty: 3805.091797
	Iteration 25Q: 3 clusters Score -1.534879e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -15348853.000000 Penalty: 3805.091797
	Iteration 26Q: 3 clusters Score -1.534885e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111374 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -15348961.000000 Penalty: 3805.091797
	Iteration 27Q: 3 clusters Score -1.534896e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -15349028.000000 Penalty: 3805.091797
	Iteration 28Q: 3 clusters Score -1.534903e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113437 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -15349121.000000 Penalty: 3805.091797
	Iteration 29Q: 3 clusters Score -1.534912e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -15349287.000000 Penalty: 3805.091797
	Iteration 30Q: 3 clusters Score -1.534929e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115224 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -15349460.000000 Penalty: 3805.091797
	Iteration 31Q: 3 clusters Score -1.534946e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115979 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -15349565.000000 Penalty: 3805.091797
	Iteration 32Q: 3 clusters Score -1.534956e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -15349615.000000 Penalty: 3805.091797
	Iteration 33Q: 3 clusters Score -1.534962e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117315 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -15349708.000000 Penalty: 3805.091797
	Iteration 34Q: 3 clusters Score -1.534971e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -15349656.000000 Penalty: 3805.091797
	Iteration 35Q: 3 clusters Score -1.534966e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118285 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -15349675.000000 Penalty: 3805.091797
	Iteration 36Q: 3 clusters Score -1.534968e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118657 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -15349641.000000 Penalty: 3805.091797
	Iteration 37Q: 3 clusters Score -1.534964e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119005 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -15349663.000000 Penalty: 3805.091797
	Iteration 38Q: 3 clusters Score -1.534966e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119273 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -15349673.000000 Penalty: 3805.091797
	Iteration 39Q: 3 clusters Score -1.534967e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -15349678.000000 Penalty: 3805.091797
	Iteration 40F: 3 clusters Score -1.534968e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119718 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -15349664.000000 Penalty: 3805.091797
	Iteration 41Q: 3 clusters Score -1.534966e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -15349635.000000 Penalty: 3805.091797
	Iteration 42Q: 3 clusters Score -1.534964e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -15349609.000000 Penalty: 3805.091797
	Iteration 43Q: 3 clusters Score -1.534961e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15349657.000000 Penalty: 3805.091797
	Iteration 44Q: 3 clusters Score -1.534966e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15349636.000000 Penalty: 3805.091797
	Iteration 45Q: 3 clusters Score -1.534964e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15349641.000000 Penalty: 3805.091797
	Iteration 46Q: 3 clusters Score -1.534964e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120366 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -15349664.000000 Penalty: 3805.091797
	Iteration 47Q: 3 clusters Score -1.534966e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120427 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15349634.000000 Penalty: 3805.091797
	Iteration 48Q: 3 clusters Score -1.534963e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -15349623.000000 Penalty: 3805.091797
	Iteration 49Q: 3 clusters Score -1.534962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120515 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15349632.000000 Penalty: 3805.091797
	Iteration 50Q: 3 clusters Score -1.534963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15349626.000000 Penalty: 3805.091797
	Iteration 51Q: 3 clusters Score -1.534963e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15349638.000000 Penalty: 3805.091797
	Iteration 52Q: 3 clusters Score -1.534964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120599 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -15349627.000000 Penalty: 3805.091797
	Iteration 53Q: 3 clusters Score -1.534963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15349639.000000 Penalty: 3805.091797
	Iteration 54Q: 3 clusters Score -1.534964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120629 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15349629.000000 Penalty: 3805.091797
	Iteration 55Q: 3 clusters Score -1.534963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15349635.000000 Penalty: 3805.091797
	Iteration 56Q: 3 clusters Score -1.534964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15349640.000000 Penalty: 3805.091797
	Iteration 57Q: 3 clusters Score -1.534964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15349638.000000 Penalty: 3805.091797
	Iteration 58Q: 3 clusters Score -1.534964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15349631.000000 Penalty: 3805.091797
	Iteration 59Q: 3 clusters Score -1.534963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15349639.000000 Penalty: 3805.091797
	Iteration 60F: 3 clusters Score -1.534964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15349631.000000 Penalty: 3805.091797
	Iteration 61Q: 3 clusters Score -1.534963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -15349637.000000 Penalty: 3805.091797
	Iteration 62Q: 3 clusters Score -1.534964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120670 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -15349628.000000 Penalty: 3805.091797
	Iteration 63Q: 3 clusters Score -1.534963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15349639.000000 Penalty: 3805.091797
	Iteration 64Q: 3 clusters Score -1.534964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120682 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15349632.000000 Penalty: 3805.091797
	Iteration 65Q: 3 clusters Score -1.534963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120691 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -15349619.000000 Penalty: 3805.091797
	Iteration 66Q: 3 clusters Score -1.534962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15349634.000000 Penalty: 3805.091797
	Iteration 67Q: 3 clusters Score -1.534963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15349628.000000 Penalty: 3805.091797
	Iteration 68Q: 3 clusters Score -1.534963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120700 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15349629.000000 Penalty: 3805.091797
	Iteration 69Q: 3 clusters Score -1.534963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -15349623.000000 Penalty: 3805.091797
	Iteration 70Q: 3 clusters Score -1.534962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -15349628.000000 Penalty: 3805.091797
	Iteration 71Q: 3 clusters Score -1.534963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120708 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15349620.000000 Penalty: 3805.091797
	Iteration 72Q: 3 clusters Score -1.534962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15349616.000000 Penalty: 3805.091797
	Iteration 73Q: 3 clusters Score -1.534962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120712 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15349614.000000 Penalty: 3805.091797
	Iteration 74Q: 3 clusters Score -1.534961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120712 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15349614.000000 Penalty: 3805.091797
	Iteration 75F: 3 clusters Score -1.534961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Entering Unmasked Estep 
Score: -15198752.000000 Penalty: 1902.469604
	Iteration 0F: 2 clusters Score -1.519875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -15120756.000000 Penalty: 3804.939209
	Iteration 0F: 3 clusters Score -1.512076e+07 nChanged 58473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -15154906.000000 Penalty: 3804.939209
	Iteration 1F: 3 clusters Score -1.515491e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -15155588.000000 Penalty: 3804.939209
	Iteration 2Q: 3 clusters Score -1.515559e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -15156301.000000 Penalty: 3804.939209
	Iteration 3Q: 3 clusters Score -1.51563e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -15156896.000000 Penalty: 3804.939209
	Iteration 4Q: 3 clusters Score -1.51569e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -15157615.000000 Penalty: 3804.939209
	Iteration 5Q: 3 clusters Score -1.515762e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -15158426.000000 Penalty: 3804.939209
	Iteration 6Q: 3 clusters Score -1.515843e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -15159573.000000 Penalty: 3804.939209
	Iteration 7Q: 3 clusters Score -1.515957e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -15161304.000000 Penalty: 3804.939209
	Iteration 8Q: 3 clusters Score -1.51613e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -15163734.000000 Penalty: 3804.939209
	Iteration 9Q: 3 clusters Score -1.516373e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -15167392.000000 Penalty: 3804.939209
	Iteration 10Q: 3 clusters Score -1.516739e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -15172099.000000 Penalty: 3804.939209
	Iteration 11F: 3 clusters Score -1.51721e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -15176655.000000 Penalty: 3804.939209
	Iteration 12F: 3 clusters Score -1.517666e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -15179579.000000 Penalty: 3804.939209
	Iteration 13Q: 3 clusters Score -1.517958e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -15180885.000000 Penalty: 3804.939209
	Iteration 14Q: 3 clusters Score -1.518088e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -15181569.000000 Penalty: 3804.939209
	Iteration 15Q: 3 clusters Score -1.518157e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -15182226.000000 Penalty: 3804.939209
	Iteration 16Q: 3 clusters Score -1.518223e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -15182804.000000 Penalty: 3804.939209
	Iteration 17Q: 3 clusters Score -1.51828e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -15183528.000000 Penalty: 3804.939209
	Iteration 18Q: 3 clusters Score -1.518353e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -15184318.000000 Penalty: 3804.939209
	Iteration 19Q: 3 clusters Score -1.518432e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -15185167.000000 Penalty: 3804.939209
	Iteration 20F: 3 clusters Score -1.518517e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -15186086.000000 Penalty: 3804.939209
	Iteration 21Q: 3 clusters Score -1.518609e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -15187109.000000 Penalty: 3804.939209
	Iteration 22Q: 3 clusters Score -1.518711e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -15188252.000000 Penalty: 3804.939209
	Iteration 23Q: 3 clusters Score -1.518825e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -15189450.000000 Penalty: 3804.939209
	Iteration 24Q: 3 clusters Score -1.518945e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -15190508.000000 Penalty: 3804.939209
	Iteration 25Q: 3 clusters Score -1.519051e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110487 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -15191445.000000 Penalty: 3804.939209
	Iteration 26Q: 3 clusters Score -1.519144e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -15192322.000000 Penalty: 3804.939209
	Iteration 27Q: 3 clusters Score -1.519232e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -15193154.000000 Penalty: 3804.939209
	Iteration 28Q: 3 clusters Score -1.519315e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115395 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -15193850.000000 Penalty: 3804.939209
	Iteration 29Q: 3 clusters Score -1.519385e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -15194508.000000 Penalty: 3804.939209
	Iteration 30Q: 3 clusters Score -1.519451e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -15195091.000000 Penalty: 3804.939209
	Iteration 31Q: 3 clusters Score -1.519509e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -15195567.000000 Penalty: 3804.939209
	Iteration 32Q: 3 clusters Score -1.519557e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -15195988.000000 Penalty: 3804.939209
	Iteration 33Q: 3 clusters Score -1.519599e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119575 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -15196322.000000 Penalty: 3804.939209
	Iteration 34Q: 3 clusters Score -1.519632e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119935 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15196556.000000 Penalty: 3804.939209
	Iteration 35Q: 3 clusters Score -1.519656e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120186 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15196733.000000 Penalty: 3804.939209
	Iteration 36Q: 3 clusters Score -1.519673e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120361 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15196837.000000 Penalty: 3804.939209
	Iteration 37Q: 3 clusters Score -1.519684e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -15196927.000000 Penalty: 3804.939209
	Iteration 38Q: 3 clusters Score -1.519693e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15196973.000000 Penalty: 3804.939209
	Iteration 39Q: 3 clusters Score -1.519697e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -15196991.000000 Penalty: 3804.939209
	Iteration 40F: 3 clusters Score -1.519699e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120682 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15197016.000000 Penalty: 3804.939209
	Iteration 41Q: 3 clusters Score -1.519702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -15197052.000000 Penalty: 3804.939209
	Iteration 42Q: 3 clusters Score -1.519705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15197067.000000 Penalty: 3804.939209
	Iteration 43Q: 3 clusters Score -1.519707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15197092.000000 Penalty: 3804.939209
	Iteration 44Q: 3 clusters Score -1.519709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15197090.000000 Penalty: 3804.939209
	Iteration 45Q: 3 clusters Score -1.519709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15197138.000000 Penalty: 3804.939209
	Iteration 46Q: 3 clusters Score -1.519714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -15197146.000000 Penalty: 3804.939209
	Iteration 47Q: 3 clusters Score -1.519715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120887 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15197167.000000 Penalty: 3804.939209
	Iteration 48Q: 3 clusters Score -1.519717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15197194.000000 Penalty: 3804.939209
	Iteration 49Q: 3 clusters Score -1.519719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120908 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15197193.000000 Penalty: 3804.939209
	Iteration 50Q: 3 clusters Score -1.519719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120915 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15197195.000000 Penalty: 3804.939209
	Iteration 51Q: 3 clusters Score -1.51972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15197195.000000 Penalty: 3804.939209
	Iteration 52Q: 3 clusters Score -1.51972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15197204.000000 Penalty: 3804.939209
	Iteration 53Q: 3 clusters Score -1.51972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120927 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15197197.000000 Penalty: 3804.939209
	Iteration 54Q: 3 clusters Score -1.51972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15197191.000000 Penalty: 3804.939209
	Iteration 55Q: 3 clusters Score -1.519719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15197208.000000 Penalty: 3804.939209
	Iteration 56Q: 3 clusters Score -1.519721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15197207.000000 Penalty: 3804.939209
	Iteration 57Q: 3 clusters Score -1.519721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15197215.000000 Penalty: 3804.939209
	Iteration 58Q: 3 clusters Score -1.519722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15197239.000000 Penalty: 3804.939209
	Iteration 59Q: 3 clusters Score -1.519724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15197237.000000 Penalty: 3804.939209
	Iteration 60F: 3 clusters Score -1.519724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15197239.000000 Penalty: 3804.939209
	Iteration 61Q: 3 clusters Score -1.519724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15197252.000000 Penalty: 3804.939209
	Iteration 62Q: 3 clusters Score -1.519725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15197259.000000 Penalty: 3804.939209
	Iteration 63Q: 3 clusters Score -1.519726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15197253.000000 Penalty: 3804.939209
	Iteration 64Q: 3 clusters Score -1.519725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120981 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15197263.000000 Penalty: 3804.939209
	Iteration 65Q: 3 clusters Score -1.519726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120985 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15197263.000000 Penalty: 3804.939209
	Iteration 66Q: 3 clusters Score -1.519726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15197268.000000 Penalty: 3804.939209
	Iteration 67Q: 3 clusters Score -1.519727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120991 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15197270.000000 Penalty: 3804.939209
	Iteration 68Q: 3 clusters Score -1.519727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120993 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15197275.000000 Penalty: 3804.939209
	Iteration 69Q: 3 clusters Score -1.519728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15197261.000000 Penalty: 3804.939209
	Iteration 70Q: 3 clusters Score -1.519726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120999 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15197266.000000 Penalty: 3804.939209
	Iteration 71Q: 3 clusters Score -1.519727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121000 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15197274.000000 Penalty: 3804.939209
	Iteration 72Q: 3 clusters Score -1.519727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121000 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15197274.000000 Penalty: 3804.939209
	Iteration 73F: 3 clusters Score -1.519727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -10489.439453 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -10489.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9726.068359 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -9726.068 nChanged 104
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: -10089.757812 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -10089.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10339.723633 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -10339.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10486.143555 Penalty: 1901.965820
	Iteration 3Q: 3 clusters Score -10486.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10572.880859 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -10572.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10613.166016 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -10613.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10638.353516 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -10638.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10674.438477 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -10674.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10676.569336 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -10676.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10676.569336 Penalty: 1901.965820
	Iteration 9F: 3 clusters Score -10676.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 118 members 
Entering Unmasked Estep 
Score: -141746352.000000 Penalty: 88477.945312
Splitting cluster 30 changes total score from -141747056.000000 to -141746352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -770170.000000 Penalty: 1420.694214
	Iteration 0F: 2 clusters Score -770170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -765407.125000 Penalty: 2841.388428
	Iteration 0F: 3 clusters Score -765407.1 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -766848.812500 Penalty: 2841.388428
	Iteration 1F: 3 clusters Score -766848.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -767100.875000 Penalty: 2841.388428
	Iteration 2F: 3 clusters Score -767100.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -767311.000000 Penalty: 2841.388428
	Iteration 3F: 3 clusters Score -767311 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -767476.250000 Penalty: 2841.388428
	Iteration 4Q: 3 clusters Score -767476.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -767650.437500 Penalty: 2841.388428
	Iteration 5Q: 3 clusters Score -767650.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -767825.875000 Penalty: 2841.388428
	Iteration 6Q: 3 clusters Score -767825.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -768004.437500 Penalty: 2841.388428
	Iteration 7Q: 3 clusters Score -768004.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -768215.312500 Penalty: 2841.388428
	Iteration 8Q: 3 clusters Score -768215.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -768404.062500 Penalty: 2841.388428
	Iteration 9Q: 3 clusters Score -768404.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -768577.812500 Penalty: 2841.388428
	Iteration 10Q: 3 clusters Score -768577.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -768708.562500 Penalty: 2841.388428
	Iteration 11Q: 3 clusters Score -768708.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -768822.500000 Penalty: 2841.388428
	Iteration 12Q: 3 clusters Score -768822.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -768898.875000 Penalty: 2841.388428
	Iteration 13Q: 3 clusters Score -768898.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -768947.875000 Penalty: 2841.388428
	Iteration 14Q: 3 clusters Score -768947.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -768994.625000 Penalty: 2841.388428
	Iteration 15Q: 3 clusters Score -768994.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -769026.312500 Penalty: 2841.388428
	Iteration 16Q: 3 clusters Score -769026.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -769045.312500 Penalty: 2841.388428
	Iteration 17Q: 3 clusters Score -769045.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -769057.500000 Penalty: 2841.388428
	Iteration 18Q: 3 clusters Score -769057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -769064.812500 Penalty: 2841.388428
	Iteration 19Q: 3 clusters Score -769064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -769071.125000 Penalty: 2841.388428
	Iteration 20F: 3 clusters Score -769071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -769071.750000 Penalty: 2841.388428
	Iteration 21Q: 3 clusters Score -769071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -769073.750000 Penalty: 2841.388428
	Iteration 22Q: 3 clusters Score -769073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -769073.750000 Penalty: 2841.388428
	Iteration 23F: 3 clusters Score -769073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 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 243 members 
Entering Unmasked Estep 
Score: -47981.605469 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47981.61 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48465.753906 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48465.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48782.703125 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48782.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48913.789062 Penalty: 2024.265991
	Iteration 3Q: 3 clusters Score -48913.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48997.976562 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -48997.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49046.675781 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -49046.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49079.343750 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -49079.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49117.894531 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -49117.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49147.542969 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -49147.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49171.984375 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -49171.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49204.042969 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -49204.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49230.308594 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -49230.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49241.976562 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -49241.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49247.699219 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -49247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49260.468750 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -49260.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49286.546875 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -49286.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49324.679688 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -49324.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49341.207031 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -49341.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49345.703125 Penalty: 2024.265991
	Iteration 18Q: 3 clusters Score -49345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49349.968750 Penalty: 2024.265991
	Iteration 19Q: 3 clusters Score -49349.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49356.882812 Penalty: 2024.265991
	Iteration 20F: 3 clusters Score -49356.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49400.773438 Penalty: 2024.265991
	Iteration 21Q: 3 clusters Score -49400.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49446.855469 Penalty: 2024.265991
	Iteration 22Q: 3 clusters Score -49446.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49460.171875 Penalty: 2024.265991
	Iteration 23Q: 3 clusters Score -49460.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49477.640625 Penalty: 2024.265991
	Iteration 24Q: 3 clusters Score -49477.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49500.160156 Penalty: 2024.265991
	Iteration 25Q: 3 clusters Score -49500.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49531.691406 Penalty: 2024.265991
	Iteration 26Q: 3 clusters Score -49531.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49538.093750 Penalty: 2024.265991
	Iteration 27Q: 3 clusters Score -49538.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49538.093750 Penalty: 2024.265991
	Iteration 28F: 3 clusters Score -49538.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 313 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 194 members 
Entering Unmasked Estep 
Score: -141746752.000000 Penalty: 88477.945312
Splitting cluster 32 changes total score from -141747056.000000 to -141746752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (113883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113883 members 
Entering Unmasked Estep 
Score: -14375430.000000 Penalty: 1891.975708
	Iteration 0F: 2 clusters Score -1.437543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -14301088.000000 Penalty: 3783.951416
	Iteration 0F: 3 clusters Score -1.430109e+07 nChanged 54630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -14334556.000000 Penalty: 3783.951416
	Iteration 1F: 3 clusters Score -1.433456e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -14337911.000000 Penalty: 3783.951416
	Iteration 2F: 3 clusters Score -1.433791e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -14343080.000000 Penalty: 3783.951416
	Iteration 3F: 3 clusters Score -1.434308e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -14349916.000000 Penalty: 3783.951416
	Iteration 4F: 3 clusters Score -1.434992e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -14357036.000000 Penalty: 3783.951416
	Iteration 5F: 3 clusters Score -1.435704e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -14362795.000000 Penalty: 3783.951416
	Iteration 6F: 3 clusters Score -1.43628e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -14365588.000000 Penalty: 3783.951416
	Iteration 7Q: 3 clusters Score -1.436559e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -14366722.000000 Penalty: 3783.951416
	Iteration 8Q: 3 clusters Score -1.436672e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -14367519.000000 Penalty: 3783.951416
	Iteration 9Q: 3 clusters Score -1.436752e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -14368092.000000 Penalty: 3783.951416
	Iteration 10Q: 3 clusters Score -1.436809e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -14368525.000000 Penalty: 3783.951416
	Iteration 11Q: 3 clusters Score -1.436852e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -14368939.000000 Penalty: 3783.951416
	Iteration 12Q: 3 clusters Score -1.436894e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -14369346.000000 Penalty: 3783.951416
	Iteration 13Q: 3 clusters Score -1.436935e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -14369656.000000 Penalty: 3783.951416
	Iteration 14Q: 3 clusters Score -1.436966e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -14370028.000000 Penalty: 3783.951416
	Iteration 15Q: 3 clusters Score -1.437003e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -14370308.000000 Penalty: 3783.951416
	Iteration 16Q: 3 clusters Score -1.437031e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -14370620.000000 Penalty: 3783.951416
	Iteration 17Q: 3 clusters Score -1.437062e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -14370902.000000 Penalty: 3783.951416
	Iteration 18Q: 3 clusters Score -1.43709e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -14371186.000000 Penalty: 3783.951416
	Iteration 19Q: 3 clusters Score -1.437119e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -14371422.000000 Penalty: 3783.951416
	Iteration 20F: 3 clusters Score -1.437142e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -14371758.000000 Penalty: 3783.951416
	Iteration 21Q: 3 clusters Score -1.437176e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -14372029.000000 Penalty: 3783.951416
	Iteration 22Q: 3 clusters Score -1.437203e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -14372310.000000 Penalty: 3783.951416
	Iteration 23Q: 3 clusters Score -1.437231e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -14372617.000000 Penalty: 3783.951416
	Iteration 24Q: 3 clusters Score -1.437262e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 98953 members 
Entering Unmasked Estep 
Score: -14372885.000000 Penalty: 3783.951416
	Iteration 25Q: 3 clusters Score -1.437288e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -14373133.000000 Penalty: 3783.951416
	Iteration 26Q: 3 clusters Score -1.437313e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -14373509.000000 Penalty: 3783.951416
	Iteration 27Q: 3 clusters Score -1.437351e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -14373773.000000 Penalty: 3783.951416
	Iteration 28Q: 3 clusters Score -1.437377e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -14374061.000000 Penalty: 3783.951416
	Iteration 29Q: 3 clusters Score -1.437406e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -14374264.000000 Penalty: 3783.951416
	Iteration 30Q: 3 clusters Score -1.437426e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -14374454.000000 Penalty: 3783.951416
	Iteration 31Q: 3 clusters Score -1.437445e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -14374619.000000 Penalty: 3783.951416
	Iteration 32Q: 3 clusters Score -1.437462e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -14374658.000000 Penalty: 3783.951416
	Iteration 33Q: 3 clusters Score -1.437466e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -14374738.000000 Penalty: 3783.951416
	Iteration 34Q: 3 clusters Score -1.437474e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -14374776.000000 Penalty: 3783.951416
	Iteration 35Q: 3 clusters Score -1.437478e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -14374907.000000 Penalty: 3783.951416
	Iteration 36Q: 3 clusters Score -1.437491e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 108197 members 
Entering Unmasked Estep 
Score: -14374973.000000 Penalty: 3783.951416
	Iteration 37Q: 3 clusters Score -1.437497e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -14374990.000000 Penalty: 3783.951416
	Iteration 38Q: 3 clusters Score -1.437499e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -14375010.000000 Penalty: 3783.951416
	Iteration 39Q: 3 clusters Score -1.437501e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 109332 members 
Entering Unmasked Estep 
Score: -14375028.000000 Penalty: 3783.951416
	Iteration 40F: 3 clusters Score -1.437503e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -14375038.000000 Penalty: 3783.951416
	Iteration 41Q: 3 clusters Score -1.437504e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -14375020.000000 Penalty: 3783.951416
	Iteration 42Q: 3 clusters Score -1.437502e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -14375011.000000 Penalty: 3783.951416
	Iteration 43Q: 3 clusters Score -1.437501e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -14375032.000000 Penalty: 3783.951416
	Iteration 44Q: 3 clusters Score -1.437503e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -14375035.000000 Penalty: 3783.951416
	Iteration 45Q: 3 clusters Score -1.437504e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 110818 members 
Entering Unmasked Estep 
Score: -14375036.000000 Penalty: 3783.951416
	Iteration 46Q: 3 clusters Score -1.437504e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 110977 members 
Entering Unmasked Estep 
Score: -14375015.000000 Penalty: 3783.951416
	Iteration 47Q: 3 clusters Score -1.437502e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -14374999.000000 Penalty: 3783.951416
	Iteration 48Q: 3 clusters Score -1.4375e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 111179 members 
Entering Unmasked Estep 
Score: -14374966.000000 Penalty: 3783.951416
	Iteration 49Q: 3 clusters Score -1.437497e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -14374942.000000 Penalty: 3783.951416
	Iteration 50Q: 3 clusters Score -1.437494e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -14374905.000000 Penalty: 3783.951416
	Iteration 51Q: 3 clusters Score -1.43749e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -14374905.000000 Penalty: 3783.951416
	Iteration 52Q: 3 clusters Score -1.43749e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -14374904.000000 Penalty: 3783.951416
	Iteration 53Q: 3 clusters Score -1.43749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 111517 members 
Entering Unmasked Estep 
Score: -14374906.000000 Penalty: 3783.951416
	Iteration 54Q: 3 clusters Score -1.437491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -14374907.000000 Penalty: 3783.951416
	Iteration 55Q: 3 clusters Score -1.437491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -14374899.000000 Penalty: 3783.951416
	Iteration 56Q: 3 clusters Score -1.43749e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 111618 members 
Entering Unmasked Estep 
Score: -14374895.000000 Penalty: 3783.951416
	Iteration 57Q: 3 clusters Score -1.43749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 111649 members 
Entering Unmasked Estep 
Score: -14374883.000000 Penalty: 3783.951416
	Iteration 58Q: 3 clusters Score -1.437488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 111674 members 
Entering Unmasked Estep 
Score: -14374850.000000 Penalty: 3783.951416
	Iteration 59Q: 3 clusters Score -1.437485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 111704 members 
Entering Unmasked Estep 
Score: -14374858.000000 Penalty: 3783.951416
	Iteration 60F: 3 clusters Score -1.437486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 111725 members 
Entering Unmasked Estep 
Score: -14374861.000000 Penalty: 3783.951416
	Iteration 61Q: 3 clusters Score -1.437486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -14374866.000000 Penalty: 3783.951416
	Iteration 62Q: 3 clusters Score -1.437487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -14374849.000000 Penalty: 3783.951416
	Iteration 63Q: 3 clusters Score -1.437485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 111767 members 
Entering Unmasked Estep 
Score: -14374868.000000 Penalty: 3783.951416
	Iteration 64Q: 3 clusters Score -1.437487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -14374871.000000 Penalty: 3783.951416
	Iteration 65Q: 3 clusters Score -1.437487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -14374873.000000 Penalty: 3783.951416
	Iteration 66Q: 3 clusters Score -1.437487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -14374880.000000 Penalty: 3783.951416
	Iteration 67Q: 3 clusters Score -1.437488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -14374881.000000 Penalty: 3783.951416
	Iteration 68Q: 3 clusters Score -1.437488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -14374876.000000 Penalty: 3783.951416
	Iteration 69Q: 3 clusters Score -1.437488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -14374874.000000 Penalty: 3783.951416
	Iteration 70Q: 3 clusters Score -1.437487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -14374865.000000 Penalty: 3783.951416
	Iteration 71Q: 3 clusters Score -1.437486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -14374868.000000 Penalty: 3783.951416
	Iteration 72Q: 3 clusters Score -1.437487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -14374868.000000 Penalty: 3783.951416
	Iteration 73F: 3 clusters Score -1.437487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -88090.257812 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -88090.26 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 385 members 
Entering Unmasked Estep 
Score: -86811.750000 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -86811.75 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87290.796875 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -87290.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -87751.710938 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -87751.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87981.421875 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -87981.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88067.695312 Penalty: 2168.821777
	Iteration 4Q: 3 clusters Score -88067.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88116.789062 Penalty: 2168.821777
	Iteration 5Q: 3 clusters Score -88116.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -88153.976562 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -88153.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -88173.242188 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -88173.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -88190.156250 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -88190.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -88210.789062 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -88210.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88223.898438 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -88223.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88241.375000 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -88241.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88254.507812 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -88254.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88258.843750 Penalty: 2168.821777
	Iteration 13Q: 3 clusters Score -88258.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88258.843750 Penalty: 2168.821777
	Iteration 14F: 3 clusters Score -88258.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 500 members 
Entering Unmasked Estep 
Score: -141746288.000000 Penalty: 88477.945312
Splitting cluster 34 changes total score from -141747056.000000 to -141746288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -140189.671875 Penalty: 1156.940796
	Iteration 0F: 2 clusters Score -140189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138607.046875 Penalty: 2313.881592
	Iteration 0F: 3 clusters Score -138607 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -139001.328125 Penalty: 2313.881592
	Iteration 1F: 3 clusters Score -139001.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139117.718750 Penalty: 2313.881592
	Iteration 2F: 3 clusters Score -139117.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139181.890625 Penalty: 2313.881592
	Iteration 3F: 3 clusters Score -139181.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -139220.718750 Penalty: 2313.881592
	Iteration 4Q: 3 clusters Score -139220.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139256.468750 Penalty: 2313.881592
	Iteration 5Q: 3 clusters Score -139256.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -139280.421875 Penalty: 2313.881592
	Iteration 6Q: 3 clusters Score -139280.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139294.640625 Penalty: 2313.881592
	Iteration 7Q: 3 clusters Score -139294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -139307.375000 Penalty: 2313.881592
	Iteration 8Q: 3 clusters Score -139307.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -139314.187500 Penalty: 2313.881592
	Iteration 9Q: 3 clusters Score -139314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -139328.171875 Penalty: 2313.881592
	Iteration 10Q: 3 clusters Score -139328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139341.750000 Penalty: 2313.881592
	Iteration 11Q: 3 clusters Score -139341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139352.953125 Penalty: 2313.881592
	Iteration 12Q: 3 clusters Score -139353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139364.015625 Penalty: 2313.881592
	Iteration 13Q: 3 clusters Score -139364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139370.937500 Penalty: 2313.881592
	Iteration 14Q: 3 clusters Score -139370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -139374.796875 Penalty: 2313.881592
	Iteration 15Q: 3 clusters Score -139374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139378.937500 Penalty: 2313.881592
	Iteration 16Q: 3 clusters Score -139378.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -139385.843750 Penalty: 2313.881592
	Iteration 17Q: 3 clusters Score -139385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -139397.171875 Penalty: 2313.881592
	Iteration 18Q: 3 clusters Score -139397.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -139407.984375 Penalty: 2313.881592
	Iteration 19Q: 3 clusters Score -139408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -139418.812500 Penalty: 2313.881592
	Iteration 20F: 3 clusters Score -139418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -139424.765625 Penalty: 2313.881592
	Iteration 21Q: 3 clusters Score -139424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -139431.734375 Penalty: 2313.881592
	Iteration 22Q: 3 clusters Score -139431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139434.718750 Penalty: 2313.881592
	Iteration 23Q: 3 clusters Score -139434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -139442.156250 Penalty: 2313.881592
	Iteration 24Q: 3 clusters Score -139442.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -139451.968750 Penalty: 2313.881592
	Iteration 25Q: 3 clusters Score -139452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -139464.671875 Penalty: 2313.881592
	Iteration 26Q: 3 clusters Score -139464.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -139481.078125 Penalty: 2313.881592
	Iteration 27Q: 3 clusters Score -139481.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -139493.921875 Penalty: 2313.881592
	Iteration 28Q: 3 clusters Score -139493.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -139499.546875 Penalty: 2313.881592
	Iteration 29Q: 3 clusters Score -139499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -139500.812500 Penalty: 2313.881592
	Iteration 30Q: 3 clusters Score -139500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -139503.656250 Penalty: 2313.881592
	Iteration 31Q: 3 clusters Score -139503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -139504.203125 Penalty: 2313.881592
	Iteration 32Q: 3 clusters Score -139504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -139504.593750 Penalty: 2313.881592
	Iteration 33Q: 3 clusters Score -139504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -139505.359375 Penalty: 2313.881592
	Iteration 34Q: 3 clusters Score -139505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -139505.796875 Penalty: 2313.881592
	Iteration 35Q: 3 clusters Score -139505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -139505.796875 Penalty: 2313.881592
	Iteration 36F: 3 clusters Score -139505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15811.995117 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -15812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15104.761719 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -15104.76 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15364.817383 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -15364.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15436.483398 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -15436.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15536.200195 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -15536.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15601.002930 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -15601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15617.878906 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -15617.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15622.189453 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -15622.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15622.189453 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -15622.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Entering Unmasked Estep 
Score: -1458437.625000 Penalty: 1533.977783
	Iteration 0F: 2 clusters Score -1458438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1449614.250000 Penalty: 3067.955566
	Iteration 0F: 3 clusters Score -1449614 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1452720.375000 Penalty: 3067.955566
	Iteration 1F: 3 clusters Score -1452720 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1453154.375000 Penalty: 3067.955566
	Iteration 2F: 3 clusters Score -1453154 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1453630.750000 Penalty: 3067.955566
	Iteration 3F: 3 clusters Score -1453631 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1454132.375000 Penalty: 3067.955566
	Iteration 4F: 3 clusters Score -1454132 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1454727.625000 Penalty: 3067.955566
	Iteration 5F: 3 clusters Score -1454728 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1455372.375000 Penalty: 3067.955566
	Iteration 6F: 3 clusters Score -1455372 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1455990.000000 Penalty: 3067.955566
	Iteration 7F: 3 clusters Score -1455990 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1456539.625000 Penalty: 3067.955566
	Iteration 8Q: 3 clusters Score -1456540 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1456950.875000 Penalty: 3067.955566
	Iteration 9Q: 3 clusters Score -1456951 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1457296.750000 Penalty: 3067.955566
	Iteration 10Q: 3 clusters Score -1457297 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1457547.750000 Penalty: 3067.955566
	Iteration 11Q: 3 clusters Score -1457548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1457683.125000 Penalty: 3067.955566
	Iteration 12Q: 3 clusters Score -1457683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1457775.750000 Penalty: 3067.955566
	Iteration 13Q: 3 clusters Score -1457776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1457823.000000 Penalty: 3067.955566
	Iteration 14Q: 3 clusters Score -1457823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1457857.625000 Penalty: 3067.955566
	Iteration 15Q: 3 clusters Score -1457858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1457872.250000 Penalty: 3067.955566
	Iteration 16Q: 3 clusters Score -1457872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1457888.000000 Penalty: 3067.955566
	Iteration 17Q: 3 clusters Score -1457888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1457891.625000 Penalty: 3067.955566
	Iteration 18Q: 3 clusters Score -1457892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1457900.000000 Penalty: 3067.955566
	Iteration 19Q: 3 clusters Score -1457900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1457932.125000 Penalty: 3067.955566
	Iteration 20F: 3 clusters Score -1457932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1457942.125000 Penalty: 3067.955566
	Iteration 21Q: 3 clusters Score -1457942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1457953.375000 Penalty: 3067.955566
	Iteration 22Q: 3 clusters Score -1457953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1457961.875000 Penalty: 3067.955566
	Iteration 23Q: 3 clusters Score -1457962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1457969.375000 Penalty: 3067.955566
	Iteration 24Q: 3 clusters Score -1457969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1457981.750000 Penalty: 3067.955566
	Iteration 25Q: 3 clusters Score -1457982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1457986.750000 Penalty: 3067.955566
	Iteration 26Q: 3 clusters Score -1457987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1457990.875000 Penalty: 3067.955566
	Iteration 27Q: 3 clusters Score -1457991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1457992.375000 Penalty: 3067.955566
	Iteration 28Q: 3 clusters Score -1457992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1457994.500000 Penalty: 3067.955566
	Iteration 29Q: 3 clusters Score -1457994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1457994.500000 Penalty: 3067.955566
	Iteration 30F: 3 clusters Score -1457994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -214792.890625 Penalty: 1217.392334
	Iteration 0F: 2 clusters Score -214792.9 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 900 members 
Entering Unmasked Estep 
Score: -212859.593750 Penalty: 2434.784668
	Iteration 0F: 3 clusters Score -212859.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213261.843750 Penalty: 2434.784668
	Iteration 1F: 3 clusters Score -213261.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -213382.390625 Penalty: 2434.784668
	Iteration 2F: 3 clusters Score -213382.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -213453.625000 Penalty: 2434.784668
	Iteration 3F: 3 clusters Score -213453.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -213505.609375 Penalty: 2434.784668
	Iteration 4Q: 3 clusters Score -213505.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -213566.265625 Penalty: 2434.784668
	Iteration 5Q: 3 clusters Score -213566.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -213637.109375 Penalty: 2434.784668
	Iteration 6Q: 3 clusters Score -213637.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213695.968750 Penalty: 2434.784668
	Iteration 7Q: 3 clusters Score -213696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213744.875000 Penalty: 2434.784668
	Iteration 8Q: 3 clusters Score -213744.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213782.078125 Penalty: 2434.784668
	Iteration 9Q: 3 clusters Score -213782.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213804.718750 Penalty: 2434.784668
	Iteration 10Q: 3 clusters Score -213804.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -213828.765625 Penalty: 2434.784668
	Iteration 11Q: 3 clusters Score -213828.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213844.937500 Penalty: 2434.784668
	Iteration 12Q: 3 clusters Score -213844.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213860.984375 Penalty: 2434.784668
	Iteration 13Q: 3 clusters Score -213861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213886.062500 Penalty: 2434.784668
	Iteration 14Q: 3 clusters Score -213886.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213907.437500 Penalty: 2434.784668
	Iteration 15Q: 3 clusters Score -213907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -213934.046875 Penalty: 2434.784668
	Iteration 16Q: 3 clusters Score -213934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -213957.640625 Penalty: 2434.784668
	Iteration 17Q: 3 clusters Score -213957.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -213975.015625 Penalty: 2434.784668
	Iteration 18Q: 3 clusters Score -213975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -213988.343750 Penalty: 2434.784668
	Iteration 19Q: 3 clusters Score -213988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -214001.796875 Penalty: 2434.784668
	Iteration 20F: 3 clusters Score -214001.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -214008.375000 Penalty: 2434.784668
	Iteration 21Q: 3 clusters Score -214008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -214013.187500 Penalty: 2434.784668
	Iteration 22Q: 3 clusters Score -214013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -214017.593750 Penalty: 2434.784668
	Iteration 23Q: 3 clusters Score -214017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -214022.953125 Penalty: 2434.784668
	Iteration 24Q: 3 clusters Score -214023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -214027.718750 Penalty: 2434.784668
	Iteration 25Q: 3 clusters Score -214027.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -214034.890625 Penalty: 2434.784668
	Iteration 26Q: 3 clusters Score -214034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214039.062500 Penalty: 2434.784668
	Iteration 27Q: 3 clusters Score -214039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214043.390625 Penalty: 2434.784668
	Iteration 28Q: 3 clusters Score -214043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -214045.812500 Penalty: 2434.784668
	Iteration 29Q: 3 clusters Score -214045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -214049.218750 Penalty: 2434.784668
	Iteration 30Q: 3 clusters Score -214049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -214050.984375 Penalty: 2434.784668
	Iteration 31Q: 3 clusters Score -214051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -214052.843750 Penalty: 2434.784668
	Iteration 32Q: 3 clusters Score -214052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214055.671875 Penalty: 2434.784668
	Iteration 33Q: 3 clusters Score -214055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214057.296875 Penalty: 2434.784668
	Iteration 34Q: 3 clusters Score -214057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -214057.984375 Penalty: 2434.784668
	Iteration 35Q: 3 clusters Score -214058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -214059.734375 Penalty: 2434.784668
	Iteration 36Q: 3 clusters Score -214059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -214061.750000 Penalty: 2434.784668
	Iteration 37Q: 3 clusters Score -214061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -214063.484375 Penalty: 2434.784668
	Iteration 38Q: 3 clusters Score -214063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -214064.375000 Penalty: 2434.784668
	Iteration 39Q: 3 clusters Score -214064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -214064.375000 Penalty: 2434.784668
	Iteration 40F: 3 clusters Score -214064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 101201 members 
Mstep: Class 10 contains 26245 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99746 members 
Mstep: Class 15 contains 112584 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 108876 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63659 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14241 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121480 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113883 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747424.000000 Penalty: 86209.281250
Iteration 279Q: 39 clusters Score -1.417474e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 18272 members 
Mstep: Class 5 contains 53249 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 101188 members 
Mstep: Class 10 contains 26234 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 99810 members 
Mstep: Class 15 contains 112517 members 
Mstep: Class 16 contains 41043 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10457 members 
Mstep: Class 19 contains 108772 members 
Mstep: Class 20 contains 5507 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63660 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14256 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4600 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121437 members 
Mstep: Class 29 contains 121492 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113803 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1236 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747808.000000 Penalty: 86209.281250
Iteration 280F: 39 clusters Score -1.417478e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 7868 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 18261 members 
Mstep: Class 5 contains 53311 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 101166 members 
Mstep: Class 10 contains 26233 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 99866 members 
Mstep: Class 15 contains 112432 members 
Mstep: Class 16 contains 41146 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10451 members 
Mstep: Class 19 contains 108611 members 
Mstep: Class 20 contains 5503 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63649 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14260 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4604 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121398 members 
Mstep: Class 29 contains 121559 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6269 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113718 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1234 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12584 members 
Mstep: Class 38 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747888.000000 Penalty: 86209.281250
Iteration 281Q: 39 clusters Score -1.417479e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 7863 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 18251 members 
Mstep: Class 5 contains 53377 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 101172 members 
Mstep: Class 10 contains 26231 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 99922 members 
Mstep: Class 15 contains 112344 members 
Mstep: Class 16 contains 41277 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10444 members 
Mstep: Class 19 contains 108413 members 
Mstep: Class 20 contains 5499 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63634 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14264 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121396 members 
Mstep: Class 29 contains 121617 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113593 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12585 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748032.000000 Penalty: 86209.281250
Iteration 282Q: 39 clusters Score -1.41748e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 18251 members 
Mstep: Class 5 contains 53428 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 101203 members 
Mstep: Class 10 contains 26227 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 99981 members 
Mstep: Class 15 contains 112307 members 
Mstep: Class 16 contains 41406 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10436 members 
Mstep: Class 19 contains 108195 members 
Mstep: Class 20 contains 5495 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63624 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14276 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4610 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121363 members 
Mstep: Class 29 contains 121675 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113473 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12584 members 
Mstep: Class 38 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748288.000000 Penalty: 86209.281250
Iteration 283Q: 39 clusters Score -1.417483e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 18244 members 
Mstep: Class 5 contains 53480 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 101193 members 
Mstep: Class 10 contains 26227 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 100016 members 
Mstep: Class 15 contains 112296 members 
Mstep: Class 16 contains 41519 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 107986 members 
Mstep: Class 20 contains 5491 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63617 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14280 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121351 members 
Mstep: Class 29 contains 121722 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113370 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12584 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748432.000000 Penalty: 86209.281250
Iteration 284Q: 39 clusters Score -1.417484e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 18227 members 
Mstep: Class 5 contains 53540 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 101155 members 
Mstep: Class 10 contains 26217 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 100046 members 
Mstep: Class 15 contains 112292 members 
Mstep: Class 16 contains 41633 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10418 members 
Mstep: Class 19 contains 107818 members 
Mstep: Class 20 contains 5489 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63602 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14283 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121356 members 
Mstep: Class 29 contains 121767 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113270 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748576.000000 Penalty: 86209.281250
Iteration 285Q: 39 clusters Score -1.417486e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 18206 members 
Mstep: Class 5 contains 53590 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 101128 members 
Mstep: Class 10 contains 26197 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 100081 members 
Mstep: Class 15 contains 112293 members 
Mstep: Class 16 contains 41737 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10410 members 
Mstep: Class 19 contains 107642 members 
Mstep: Class 20 contains 5488 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63578 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14275 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 121401 members 
Mstep: Class 29 contains 121798 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113191 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12575 members 
Mstep: Class 38 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748592.000000 Penalty: 86209.281250
Iteration 286Q: 39 clusters Score -1.417486e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 18181 members 
Mstep: Class 5 contains 53636 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 101102 members 
Mstep: Class 10 contains 26187 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 100123 members 
Mstep: Class 15 contains 112290 members 
Mstep: Class 16 contains 41828 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10409 members 
Mstep: Class 19 contains 107469 members 
Mstep: Class 20 contains 5487 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63558 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14272 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4628 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121466 members 
Mstep: Class 29 contains 121826 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113103 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12571 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748736.000000 Penalty: 86209.281250
Iteration 287Q: 39 clusters Score -1.417487e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 18157 members 
Mstep: Class 5 contains 53674 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 101066 members 
Mstep: Class 10 contains 26178 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 100169 members 
Mstep: Class 15 contains 112245 members 
Mstep: Class 16 contains 41901 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 107313 members 
Mstep: Class 20 contains 5485 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63534 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14280 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4629 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121537 members 
Mstep: Class 29 contains 121851 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6281 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 113051 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12574 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748736.000000 Penalty: 86209.281250
Iteration 288Q: 39 clusters Score -1.417487e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 18147 members 
Mstep: Class 5 contains 53727 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17618 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 101026 members 
Mstep: Class 10 contains 26171 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 100219 members 
Mstep: Class 15 contains 112202 members 
Mstep: Class 16 contains 41975 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 107129 members 
Mstep: Class 20 contains 5483 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63534 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121599 members 
Mstep: Class 29 contains 121896 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6282 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112985 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1231 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12573 members 
Mstep: Class 38 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748768.000000 Penalty: 86209.281250
Iteration 289Q: 39 clusters Score -1.417488e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 7849 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 18129 members 
Mstep: Class 5 contains 53747 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 100980 members 
Mstep: Class 10 contains 26171 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100259 members 
Mstep: Class 15 contains 112152 members 
Mstep: Class 16 contains 42042 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 107007 members 
Mstep: Class 20 contains 5481 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63519 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121660 members 
Mstep: Class 29 contains 121946 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6283 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112938 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1230 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12584 members 
Mstep: Class 38 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749216.000000 Penalty: 86209.281250
Iteration 290Q: 39 clusters Score -1.417492e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 7847 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18114 members 
Mstep: Class 5 contains 53772 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3266 members 
Mstep: Class 9 contains 100937 members 
Mstep: Class 10 contains 26168 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100322 members 
Mstep: Class 15 contains 112082 members 
Mstep: Class 16 contains 42101 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 106861 members 
Mstep: Class 20 contains 5480 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63495 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14281 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121691 members 
Mstep: Class 29 contains 122006 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6284 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112942 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12588 members 
Mstep: Class 38 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749344.000000 Penalty: 86209.281250
Iteration 291Q: 39 clusters Score -1.417493e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18103 members 
Mstep: Class 5 contains 53806 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 100918 members 
Mstep: Class 10 contains 26163 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100381 members 
Mstep: Class 15 contains 112053 members 
Mstep: Class 16 contains 42145 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 106739 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63477 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14280 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4650 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121666 members 
Mstep: Class 29 contains 122046 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6283 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112939 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1230 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12585 members 
Mstep: Class 38 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749312.000000 Penalty: 86209.281250
Iteration 292Q: 39 clusters Score -1.417493e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 7850 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18094 members 
Mstep: Class 5 contains 53833 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 100897 members 
Mstep: Class 10 contains 26155 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100454 members 
Mstep: Class 15 contains 112005 members 
Mstep: Class 16 contains 42185 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 106610 members 
Mstep: Class 20 contains 5478 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63467 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14280 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4656 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121664 members 
Mstep: Class 29 contains 122095 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6284 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112930 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12578 members 
Mstep: Class 38 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749408.000000 Penalty: 86209.281250
Iteration 293Q: 39 clusters Score -1.417494e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 7852 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18085 members 
Mstep: Class 5 contains 53857 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 100880 members 
Mstep: Class 10 contains 26143 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100525 members 
Mstep: Class 15 contains 111949 members 
Mstep: Class 16 contains 42208 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10373 members 
Mstep: Class 19 contains 106510 members 
Mstep: Class 20 contains 5478 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63451 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14279 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4666 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121640 members 
Mstep: Class 29 contains 122155 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6283 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112910 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1230 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12578 members 
Mstep: Class 38 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749728.000000 Penalty: 86209.281250
Iteration 294Q: 39 clusters Score -1.417497e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18073 members 
Mstep: Class 5 contains 53894 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 100867 members 
Mstep: Class 10 contains 26133 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100619 members 
Mstep: Class 15 contains 111876 members 
Mstep: Class 16 contains 42214 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10362 members 
Mstep: Class 19 contains 106436 members 
Mstep: Class 20 contains 5477 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63449 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4675 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121604 members 
Mstep: Class 29 contains 122204 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112880 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12578 members 
Mstep: Class 38 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749824.000000 Penalty: 86209.281250
Iteration 295Q: 39 clusters Score -1.417498e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 7853 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18069 members 
Mstep: Class 5 contains 53914 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 100857 members 
Mstep: Class 10 contains 26122 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100707 members 
Mstep: Class 15 contains 111803 members 
Mstep: Class 16 contains 42226 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10355 members 
Mstep: Class 19 contains 106330 members 
Mstep: Class 20 contains 5476 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63446 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14283 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4680 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121550 members 
Mstep: Class 29 contains 122276 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112882 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12577 members 
Mstep: Class 38 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749728.000000 Penalty: 86209.281250
Iteration 296Q: 39 clusters Score -1.417497e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 7853 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18060 members 
Mstep: Class 5 contains 53932 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17616 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 100843 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100795 members 
Mstep: Class 15 contains 111745 members 
Mstep: Class 16 contains 42236 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 106251 members 
Mstep: Class 20 contains 5475 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63433 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14279 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4683 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121472 members 
Mstep: Class 29 contains 122351 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112875 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12581 members 
Mstep: Class 38 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749680.000000 Penalty: 86209.281250
Iteration 297Q: 39 clusters Score -1.417497e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 18048 members 
Mstep: Class 5 contains 53953 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 100827 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100872 members 
Mstep: Class 15 contains 111680 members 
Mstep: Class 16 contains 42246 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 106197 members 
Mstep: Class 20 contains 5473 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63410 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14271 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121383 members 
Mstep: Class 29 contains 122401 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749984.000000 Penalty: 86209.281250
Iteration 298Q: 39 clusters Score -1.4175e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 18039 members 
Mstep: Class 5 contains 53974 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 100808 members 
Mstep: Class 10 contains 26113 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100920 members 
Mstep: Class 15 contains 111647 members 
Mstep: Class 16 contains 42259 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 106182 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63401 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14264 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121283 members 
Mstep: Class 29 contains 122437 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112877 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12578 members 
Mstep: Class 38 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750048.000000 Penalty: 86209.281250
Iteration 299Q: 39 clusters Score -1.4175e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 18035 members 
Mstep: Class 5 contains 54006 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 3273 members 
Mstep: Class 9 contains 100802 members 
Mstep: Class 10 contains 26112 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 100962 members 
Mstep: Class 15 contains 111598 members 
Mstep: Class 16 contains 42272 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 106166 members 
Mstep: Class 20 contains 5465 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63392 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14252 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121208 members 
Mstep: Class 29 contains 122490 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112857 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12571 members 
Mstep: Class 38 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750080.000000 Penalty: 86209.281250
Iteration 300F: 39 clusters Score -1.417501e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 18021 members 
Mstep: Class 5 contains 54030 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 100796 members 
Mstep: Class 10 contains 26112 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101013 members 
Mstep: Class 15 contains 111559 members 
Mstep: Class 16 contains 42287 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 106162 members 
Mstep: Class 20 contains 5461 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63390 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14247 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121134 members 
Mstep: Class 29 contains 122522 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6269 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112837 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12566 members 
Mstep: Class 38 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750032.000000 Penalty: 86209.281250
Iteration 301Q: 39 clusters Score -1.4175e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 18010 members 
Mstep: Class 5 contains 54051 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3279 members 
Mstep: Class 9 contains 100787 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101054 members 
Mstep: Class 15 contains 111512 members 
Mstep: Class 16 contains 42311 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 106101 members 
Mstep: Class 20 contains 5458 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63388 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14232 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 121062 members 
Mstep: Class 29 contains 122595 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6269 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112835 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12561 members 
Mstep: Class 38 contains 1795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750032.000000 Penalty: 86209.281250
Iteration 302Q: 39 clusters Score -1.4175e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 7859 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 18005 members 
Mstep: Class 5 contains 54076 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 100781 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101092 members 
Mstep: Class 15 contains 111474 members 
Mstep: Class 16 contains 42326 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 106053 members 
Mstep: Class 20 contains 5454 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63386 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14224 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120982 members 
Mstep: Class 29 contains 122653 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112819 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12561 members 
Mstep: Class 38 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749984.000000 Penalty: 86209.281250
Iteration 303Q: 39 clusters Score -1.4175e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 18003 members 
Mstep: Class 5 contains 54091 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 3279 members 
Mstep: Class 9 contains 100780 members 
Mstep: Class 10 contains 26115 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101135 members 
Mstep: Class 15 contains 111418 members 
Mstep: Class 16 contains 42338 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 106003 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63388 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14222 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120916 members 
Mstep: Class 29 contains 122725 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112811 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12557 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750080.000000 Penalty: 86209.281250
Iteration 304Q: 39 clusters Score -1.417501e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 17995 members 
Mstep: Class 5 contains 54108 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 100776 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101180 members 
Mstep: Class 15 contains 111394 members 
Mstep: Class 16 contains 42347 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 105954 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63386 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14215 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4714 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120866 members 
Mstep: Class 29 contains 122779 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112789 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12557 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749856.000000 Penalty: 86209.281250
Iteration 305Q: 39 clusters Score -1.417499e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 7865 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 17992 members 
Mstep: Class 5 contains 54139 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17591 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 100772 members 
Mstep: Class 10 contains 26107 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101209 members 
Mstep: Class 15 contains 111405 members 
Mstep: Class 16 contains 42349 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 105923 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63387 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14211 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120808 members 
Mstep: Class 29 contains 122803 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112747 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12560 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749744.000000 Penalty: 86209.281250
Iteration 306Q: 39 clusters Score -1.417497e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 7867 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 17994 members 
Mstep: Class 5 contains 54154 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 100761 members 
Mstep: Class 10 contains 26103 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101236 members 
Mstep: Class 15 contains 111360 members 
Mstep: Class 16 contains 42348 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 105913 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63369 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14205 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120745 members 
Mstep: Class 29 contains 122869 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112736 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12561 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749632.000000 Penalty: 86209.281250
Iteration 307Q: 39 clusters Score -1.417496e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 7870 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 17988 members 
Mstep: Class 5 contains 54159 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 100755 members 
Mstep: Class 10 contains 26098 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101274 members 
Mstep: Class 15 contains 111295 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 105914 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63367 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14198 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120666 members 
Mstep: Class 29 contains 122945 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112730 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12565 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749616.000000 Penalty: 86209.281250
Iteration 308Q: 39 clusters Score -1.417496e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 7874 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 17975 members 
Mstep: Class 5 contains 54144 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 3284 members 
Mstep: Class 9 contains 100762 members 
Mstep: Class 10 contains 26090 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101322 members 
Mstep: Class 15 contains 111218 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 105900 members 
Mstep: Class 20 contains 5449 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63352 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120604 members 
Mstep: Class 29 contains 123038 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6281 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112737 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12567 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749520.000000 Penalty: 86209.281250
Iteration 309Q: 39 clusters Score -1.417495e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 7876 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 54141 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 3287 members 
Mstep: Class 9 contains 100765 members 
Mstep: Class 10 contains 26083 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101364 members 
Mstep: Class 15 contains 111153 members 
Mstep: Class 16 contains 42357 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 105924 members 
Mstep: Class 20 contains 5449 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63338 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14189 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4724 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120520 members 
Mstep: Class 29 contains 123104 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6282 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112757 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12570 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749728.000000 Penalty: 86209.281250
Iteration 310Q: 39 clusters Score -1.417497e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 7877 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 17938 members 
Mstep: Class 5 contains 54143 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 3289 members 
Mstep: Class 9 contains 100774 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101377 members 
Mstep: Class 15 contains 111109 members 
Mstep: Class 16 contains 42354 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 5450 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63324 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14195 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120444 members 
Mstep: Class 29 contains 123155 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112770 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12576 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749808.000000 Penalty: 86209.281250
Iteration 311Q: 39 clusters Score -1.417498e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 7877 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 17923 members 
Mstep: Class 5 contains 54141 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 100786 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101398 members 
Mstep: Class 15 contains 111045 members 
Mstep: Class 16 contains 42358 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 105987 members 
Mstep: Class 20 contains 5449 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63302 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14189 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120378 members 
Mstep: Class 29 contains 123228 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112773 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12583 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749760.000000 Penalty: 86209.281250
Iteration 312Q: 39 clusters Score -1.417498e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 7878 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 100790 members 
Mstep: Class 10 contains 26051 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101415 members 
Mstep: Class 15 contains 111021 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 105975 members 
Mstep: Class 20 contains 5447 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63285 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14187 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120306 members 
Mstep: Class 29 contains 123300 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112795 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12582 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749664.000000 Penalty: 86209.281250
Iteration 313Q: 39 clusters Score -1.417497e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 7877 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 17899 members 
Mstep: Class 5 contains 54126 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 100802 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101429 members 
Mstep: Class 15 contains 110978 members 
Mstep: Class 16 contains 42386 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 105947 members 
Mstep: Class 20 contains 5442 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63269 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120224 members 
Mstep: Class 29 contains 123378 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112838 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12588 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749664.000000 Penalty: 86209.281250
Iteration 314Q: 39 clusters Score -1.417497e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 7879 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 17890 members 
Mstep: Class 5 contains 54120 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 3292 members 
Mstep: Class 9 contains 100809 members 
Mstep: Class 10 contains 26024 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101438 members 
Mstep: Class 15 contains 110927 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10305 members 
Mstep: Class 19 contains 105924 members 
Mstep: Class 20 contains 5438 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63263 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14180 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120142 members 
Mstep: Class 29 contains 123477 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6269 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112879 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12592 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749792.000000 Penalty: 86209.281250
Iteration 315Q: 39 clusters Score -1.417498e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 7881 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 17885 members 
Mstep: Class 5 contains 54121 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17598 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 100802 members 
Mstep: Class 10 contains 26017 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101440 members 
Mstep: Class 15 contains 110887 members 
Mstep: Class 16 contains 42416 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10305 members 
Mstep: Class 19 contains 105892 members 
Mstep: Class 20 contains 5433 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63264 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14178 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120127 members 
Mstep: Class 29 contains 123557 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112892 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749680.000000 Penalty: 86209.281250
Iteration 316Q: 39 clusters Score -1.417497e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 7884 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 17873 members 
Mstep: Class 5 contains 54118 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 100809 members 
Mstep: Class 10 contains 26008 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101449 members 
Mstep: Class 15 contains 110856 members 
Mstep: Class 16 contains 42422 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10301 members 
Mstep: Class 19 contains 105846 members 
Mstep: Class 20 contains 5425 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63267 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14181 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120109 members 
Mstep: Class 29 contains 123638 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112884 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12591 members 
Mstep: Class 38 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749872.000000 Penalty: 86209.281250
Iteration 317Q: 39 clusters Score -1.417499e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 7884 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 17859 members 
Mstep: Class 5 contains 54130 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 100795 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101454 members 
Mstep: Class 15 contains 110817 members 
Mstep: Class 16 contains 42428 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10299 members 
Mstep: Class 19 contains 105796 members 
Mstep: Class 20 contains 5418 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120105 members 
Mstep: Class 29 contains 123715 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112891 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12592 members 
Mstep: Class 38 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750032.000000 Penalty: 86209.281250
Iteration 318Q: 39 clusters Score -1.4175e+08 nChanged 692
Entering ConstructFrom: 
Score: -141750032.000000 Penalty: 86209.281250
Entering ConstructFrom: 
Trying to split cluster 1 (75722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Entering Unmasked Estep 
Score: -9572513.000000 Penalty: 1825.658936
	Iteration 0F: 2 clusters Score -9572513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -9521776.000000 Penalty: 3651.317871
	Iteration 0F: 3 clusters Score -9521776 nChanged 36078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -9542601.000000 Penalty: 3651.317871
	Iteration 1F: 3 clusters Score -9542601 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -9543280.000000 Penalty: 3651.317871
	Iteration 2Q: 3 clusters Score -9543280 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -9544031.000000 Penalty: 3651.317871
	Iteration 3Q: 3 clusters Score -9544031 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -9544949.000000 Penalty: 3651.317871
	Iteration 4Q: 3 clusters Score -9544949 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -9546036.000000 Penalty: 3651.317871
	Iteration 5Q: 3 clusters Score -9546036 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -9547473.000000 Penalty: 3651.317871
	Iteration 6Q: 3 clusters Score -9547473 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9549365 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9552138 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9555571 nChanged 4556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9559047 nChanged 4100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9561606 nChanged 3136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9562927 nChanged 2084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9563496 nChanged 1401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9563837 nChanged 1085
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9564067 nChanged 898
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9564239 nChanged 783
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9564391 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9564421 nChanged 587
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Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9564513 nChanged 565
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Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9564621 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9564689 nChanged 524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9564742 nChanged 527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9564840 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9564895 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9564965 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9564989 nChanged 346
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Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9565044 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9565094 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9565109 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9565104 nChanged 221
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Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9565100 nChanged 219
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Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9565077 nChanged 207
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Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9565106 nChanged 192
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Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9565152 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9565169 nChanged 141
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Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9565186 nChanged 136
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Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9565214 nChanged 157
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Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9565198 nChanged 181
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Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9565215 nChanged 174
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Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9565231 nChanged 176
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Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9565240 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9565259 nChanged 176
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Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9565279 nChanged 174
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Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9565286 nChanged 174
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Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9565288 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9565287 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9565331 nChanged 140
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Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9565308 nChanged 141
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Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9565307 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9565334 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9565323 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9565304 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9565320 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9565331 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9565335 nChanged 134
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Mstep: Class 1 contains 29831 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9565341 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9565344 nChanged 140
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Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9565368 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9565397 nChanged 197
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Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9565437 nChanged 199
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Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9565438 nChanged 208
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Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9565412 nChanged 213
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Mstep: Class 1 contains 28614 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9565443 nChanged 219
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Mstep: Class 1 contains 28395 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9565433 nChanged 206
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9565493 nChanged 225
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Mstep: Class 1 contains 27966 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9565501 nChanged 221
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Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9565520 nChanged 232
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Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9565510 nChanged 225
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Mstep: Class 1 contains 27292 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9565551 nChanged 256
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Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9565575 nChanged 249
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Mstep: Class 1 contains 26789 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9565593 nChanged 269
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Mstep: Class 1 contains 26520 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9565586 nChanged 286
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Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9565592 nChanged 289
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Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9565641 nChanged 307
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Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9565635 nChanged 300
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9565652 nChanged 311
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Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9565730 nChanged 348
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Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9565763 nChanged 393
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9565827 nChanged 396
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Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9565863 nChanged 397
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Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9565876 nChanged 426
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Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9565946 nChanged 424
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Mstep: Class 2 contains 53079 members 
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	Iteration 83Q: 3 clusters Score -9566014 nChanged 460
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Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9566033 nChanged 467
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Mstep: Class 2 contains 54006 members 
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	Iteration 85Q: 3 clusters Score -9566085 nChanged 491
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Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9566138 nChanged 474
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Mstep: Class 2 contains 54969 members 
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	Iteration 87Q: 3 clusters Score -9566247 nChanged 506
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Mstep: Class 2 contains 55475 members 
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	Iteration 88Q: 3 clusters Score -9566321 nChanged 523
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	Iteration 89Q: 3 clusters Score -9566407 nChanged 499
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Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9566465 nChanged 537
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Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9566553 nChanged 553
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Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9566638 nChanged 587
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Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9566736 nChanged 604
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Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 58778 members 
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	Iteration 94Q: 3 clusters Score -9566804 nChanged 667
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Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9566978 nChanged 670
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9567081 nChanged 675
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Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9567202 nChanged 672
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9567357 nChanged 690
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Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9567528 nChanged 701
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Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9567714 nChanged 697
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Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9567879 nChanged 690
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -9568046.000000 Penalty: 3651.317871
	Iteration 102Q: 3 clusters Score -9568046 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -9568226.000000 Penalty: 3651.317871
	Iteration 103Q: 3 clusters Score -9568226 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -9568411.000000 Penalty: 3651.317871
	Iteration 104Q: 3 clusters Score -9568411 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -9568598.000000 Penalty: 3651.317871
	Iteration 105Q: 3 clusters Score -9568598 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -9568836.000000 Penalty: 3651.317871
	Iteration 106Q: 3 clusters Score -9568836 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -9569004.000000 Penalty: 3651.317871
	Iteration 107Q: 3 clusters Score -9569004 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -9569217.000000 Penalty: 3651.317871
	Iteration 108Q: 3 clusters Score -9569217 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9569416.000000 Penalty: 3651.317871
	Iteration 109Q: 3 clusters Score -9569416 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -9569587.000000 Penalty: 3651.317871
	Iteration 110Q: 3 clusters Score -9569587 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -9569752.000000 Penalty: 3651.317871
	Iteration 111Q: 3 clusters Score -9569752 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9569862.000000 Penalty: 3651.317871
	Iteration 112Q: 3 clusters Score -9569862 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -9570023.000000 Penalty: 3651.317871
	Iteration 113Q: 3 clusters Score -9570023 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -9570123.000000 Penalty: 3651.317871
	Iteration 114Q: 3 clusters Score -9570123 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -9570272.000000 Penalty: 3651.317871
	Iteration 115Q: 3 clusters Score -9570272 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -9570356.000000 Penalty: 3651.317871
	Iteration 116Q: 3 clusters Score -9570356 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -9570424.000000 Penalty: 3651.317871
	Iteration 117Q: 3 clusters Score -9570424 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -9570508.000000 Penalty: 3651.317871
	Iteration 118Q: 3 clusters Score -9570508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -9570558.000000 Penalty: 3651.317871
	Iteration 119Q: 3 clusters Score -9570558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -9570590.000000 Penalty: 3651.317871
	Iteration 120F: 3 clusters Score -9570590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -9570632.000000 Penalty: 3651.317871
	Iteration 121Q: 3 clusters Score -9570632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -9570670.000000 Penalty: 3651.317871
	Iteration 122Q: 3 clusters Score -9570670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -9570723.000000 Penalty: 3651.317871
	Iteration 123Q: 3 clusters Score -9570723 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -9570769.000000 Penalty: 3651.317871
	Iteration 124Q: 3 clusters Score -9570769 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -9570815.000000 Penalty: 3651.317871
	Iteration 125Q: 3 clusters Score -9570815 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -9570836.000000 Penalty: 3651.317871
	Iteration 126Q: 3 clusters Score -9570836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
Score: -9570839.000000 Penalty: 3651.317871
	Iteration 127Q: 3 clusters Score -9570839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -9570884.000000 Penalty: 3651.317871
	Iteration 128Q: 3 clusters Score -9570884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -9570943.000000 Penalty: 3651.317871
	Iteration 129Q: 3 clusters Score -9570943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -9570951.000000 Penalty: 3651.317871
	Iteration 130Q: 3 clusters Score -9570951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -9570995.000000 Penalty: 3651.317871
	Iteration 131Q: 3 clusters Score -9570995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -9571022.000000 Penalty: 3651.317871
	Iteration 132Q: 3 clusters Score -9571022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -9571025.000000 Penalty: 3651.317871
	Iteration 133Q: 3 clusters Score -9571025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -9571053.000000 Penalty: 3651.317871
	Iteration 134Q: 3 clusters Score -9571053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -9571052.000000 Penalty: 3651.317871
	Iteration 135Q: 3 clusters Score -9571052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -9571065.000000 Penalty: 3651.317871
	Iteration 136Q: 3 clusters Score -9571065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -9571083.000000 Penalty: 3651.317871
	Iteration 137Q: 3 clusters Score -9571083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -9571072.000000 Penalty: 3651.317871
	Iteration 138Q: 3 clusters Score -9571072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -9571080.000000 Penalty: 3651.317871
	Iteration 139Q: 3 clusters Score -9571080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -9571092.000000 Penalty: 3651.317871
	Iteration 140F: 3 clusters Score -9571092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -9571089.000000 Penalty: 3651.317871
	Iteration 141Q: 3 clusters Score -9571089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -9571098.000000 Penalty: 3651.317871
	Iteration 142Q: 3 clusters Score -9571098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -9571098.000000 Penalty: 3651.317871
	Iteration 143Q: 3 clusters Score -9571098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -9571107.000000 Penalty: 3651.317871
	Iteration 144Q: 3 clusters Score -9571107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -9571100.000000 Penalty: 3651.317871
	Iteration 145Q: 3 clusters Score -9571100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -9571109.000000 Penalty: 3651.317871
	Iteration 146Q: 3 clusters Score -9571109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -9571109.000000 Penalty: 3651.317871
	Iteration 147F: 3 clusters Score -9571109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -981311.750000 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -981311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -975546.312500 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -975546.3 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -977364.062500 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -977364.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -977635.062500 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -977635.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -977877.312500 Penalty: 2916.050781
	Iteration 3F: 3 clusters Score -977877.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -978073.000000 Penalty: 2916.050781
	Iteration 4Q: 3 clusters Score -978073 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -978260.000000 Penalty: 2916.050781
	Iteration 5Q: 3 clusters Score -978260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -978457.312500 Penalty: 2916.050781
	Iteration 6Q: 3 clusters Score -978457.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -978669.937500 Penalty: 2916.050781
	Iteration 7Q: 3 clusters Score -978669.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -978896.250000 Penalty: 2916.050781
	Iteration 8Q: 3 clusters Score -978896.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -979110.437500 Penalty: 2916.050781
	Iteration 9Q: 3 clusters Score -979110.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -979310.437500 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -979310.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -979460.187500 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -979460.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -979545.062500 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -979545.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -979603.000000 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -979603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -979642.312500 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -979642.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -979680.125000 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -979680.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -979704.687500 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -979704.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -979727.312500 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -979727.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -979744.875000 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -979744.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -979761.125000 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -979761.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -979773.375000 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -979773.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -979785.312500 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -979785.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -979801.000000 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -979801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -979816.187500 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -979816.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -979827.875000 Penalty: 2916.050781
	Iteration 24Q: 3 clusters Score -979827.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -979833.750000 Penalty: 2916.050781
	Iteration 25Q: 3 clusters Score -979833.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -979845.687500 Penalty: 2916.050781
	Iteration 26Q: 3 clusters Score -979845.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -979852.187500 Penalty: 2916.050781
	Iteration 27Q: 3 clusters Score -979852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -979858.625000 Penalty: 2916.050781
	Iteration 28Q: 3 clusters Score -979858.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -979863.875000 Penalty: 2916.050781
	Iteration 29Q: 3 clusters Score -979863.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -979865.812500 Penalty: 2916.050781
	Iteration 30Q: 3 clusters Score -979865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -979867.062500 Penalty: 2916.050781
	Iteration 31Q: 3 clusters Score -979867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -979870.187500 Penalty: 2916.050781
	Iteration 32Q: 3 clusters Score -979870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -979873.312500 Penalty: 2916.050781
	Iteration 33Q: 3 clusters Score -979873.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -979876.875000 Penalty: 2916.050781
	Iteration 34Q: 3 clusters Score -979876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -979879.687500 Penalty: 2916.050781
	Iteration 35Q: 3 clusters Score -979879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -979882.125000 Penalty: 2916.050781
	Iteration 36Q: 3 clusters Score -979882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -979883.625000 Penalty: 2916.050781
	Iteration 37Q: 3 clusters Score -979883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -979880.937500 Penalty: 2916.050781
	Iteration 38Q: 3 clusters Score -979880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -979881.000000 Penalty: 2916.050781
	Iteration 39Q: 3 clusters Score -979881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -979881.000000 Penalty: 2916.050781
	Iteration 40F: 3 clusters Score -979881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -192228.015625 Penalty: 1209.595337
	Iteration 0F: 2 clusters Score -192228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190388.156250 Penalty: 2419.190674
	Iteration 0F: 3 clusters Score -190388.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191062.859375 Penalty: 2419.190674
	Iteration 1F: 3 clusters Score -191062.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -191367.218750 Penalty: 2419.190674
	Iteration 2F: 3 clusters Score -191367.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -191582.250000 Penalty: 2419.190674
	Iteration 3F: 3 clusters Score -191582.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191729.781250 Penalty: 2419.190674
	Iteration 4F: 3 clusters Score -191729.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -191826.203125 Penalty: 2419.190674
	Iteration 5Q: 3 clusters Score -191826.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -191878.515625 Penalty: 2419.190674
	Iteration 6Q: 3 clusters Score -191878.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -191919.500000 Penalty: 2419.190674
	Iteration 7Q: 3 clusters Score -191919.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191954.750000 Penalty: 2419.190674
	Iteration 8Q: 3 clusters Score -191954.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191987.203125 Penalty: 2419.190674
	Iteration 9Q: 3 clusters Score -191987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -192012.671875 Penalty: 2419.190674
	Iteration 10Q: 3 clusters Score -192012.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192022.437500 Penalty: 2419.190674
	Iteration 11Q: 3 clusters Score -192022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -192027.562500 Penalty: 2419.190674
	Iteration 12Q: 3 clusters Score -192027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192031.703125 Penalty: 2419.190674
	Iteration 13Q: 3 clusters Score -192031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192032.328125 Penalty: 2419.190674
	Iteration 14Q: 3 clusters Score -192032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192033.546875 Penalty: 2419.190674
	Iteration 15Q: 3 clusters Score -192033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192034.250000 Penalty: 2419.190674
	Iteration 16Q: 3 clusters Score -192034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192034.250000 Penalty: 2419.190674
	Iteration 17F: 3 clusters Score -192034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Entering Unmasked Estep 
Score: -2185815.000000 Penalty: 1590.863037
	Iteration 0F: 2 clusters Score -2185815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2173716.750000 Penalty: 3181.726074
	Iteration 0F: 3 clusters Score -2173717 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2178171.000000 Penalty: 3181.726074
	Iteration 1F: 3 clusters Score -2178171 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2178604.750000 Penalty: 3181.726074
	Iteration 2F: 3 clusters Score -2178605 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2179021.250000 Penalty: 3181.726074
	Iteration 3F: 3 clusters Score -2179021 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2179477.750000 Penalty: 3181.726074
	Iteration 4F: 3 clusters Score -2179478 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2180023.000000 Penalty: 3181.726074
	Iteration 5F: 3 clusters Score -2180023 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2180617.000000 Penalty: 3181.726074
	Iteration 6F: 3 clusters Score -2180617 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2181228.250000 Penalty: 3181.726074
	Iteration 7F: 3 clusters Score -2181228 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2181718.250000 Penalty: 3181.726074
	Iteration 8Q: 3 clusters Score -2181718 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2182078.500000 Penalty: 3181.726074
	Iteration 9Q: 3 clusters Score -2182078 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2182336.750000 Penalty: 3181.726074
	Iteration 10Q: 3 clusters Score -2182337 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2182484.000000 Penalty: 3181.726074
	Iteration 11Q: 3 clusters Score -2182484 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2182567.750000 Penalty: 3181.726074
	Iteration 12Q: 3 clusters Score -2182568 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2182648.750000 Penalty: 3181.726074
	Iteration 13Q: 3 clusters Score -2182649 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2182732.000000 Penalty: 3181.726074
	Iteration 14Q: 3 clusters Score -2182732 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2182805.250000 Penalty: 3181.726074
	Iteration 15Q: 3 clusters Score -2182805 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2182872.750000 Penalty: 3181.726074
	Iteration 16Q: 3 clusters Score -2182873 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2182947.000000 Penalty: 3181.726074
	Iteration 17Q: 3 clusters Score -2182947 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2183025.250000 Penalty: 3181.726074
	Iteration 18Q: 3 clusters Score -2183025 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2183077.750000 Penalty: 3181.726074
	Iteration 19Q: 3 clusters Score -2183078 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2183118.250000 Penalty: 3181.726074
	Iteration 20F: 3 clusters Score -2183118 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2183172.750000 Penalty: 3181.726074
	Iteration 21Q: 3 clusters Score -2183173 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2183211.750000 Penalty: 3181.726074
	Iteration 22Q: 3 clusters Score -2183212 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2183259.750000 Penalty: 3181.726074
	Iteration 23Q: 3 clusters Score -2183260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2183307.500000 Penalty: 3181.726074
	Iteration 24Q: 3 clusters Score -2183308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2183338.250000 Penalty: 3181.726074
	Iteration 25Q: 3 clusters Score -2183338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2183378.250000 Penalty: 3181.726074
	Iteration 26Q: 3 clusters Score -2183378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2183396.500000 Penalty: 3181.726074
	Iteration 27Q: 3 clusters Score -2183396 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2183429.500000 Penalty: 3181.726074
	Iteration 28Q: 3 clusters Score -2183430 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2183448.750000 Penalty: 3181.726074
	Iteration 29Q: 3 clusters Score -2183449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2183489.000000 Penalty: 3181.726074
	Iteration 30Q: 3 clusters Score -2183489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2183509.750000 Penalty: 3181.726074
	Iteration 31Q: 3 clusters Score -2183510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2183522.500000 Penalty: 3181.726074
	Iteration 32Q: 3 clusters Score -2183522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2183540.000000 Penalty: 3181.726074
	Iteration 33Q: 3 clusters Score -2183540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2183557.000000 Penalty: 3181.726074
	Iteration 34Q: 3 clusters Score -2183557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2183564.250000 Penalty: 3181.726074
	Iteration 35Q: 3 clusters Score -2183564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2183577.250000 Penalty: 3181.726074
	Iteration 36Q: 3 clusters Score -2183577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2183591.500000 Penalty: 3181.726074
	Iteration 37Q: 3 clusters Score -2183592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2183605.750000 Penalty: 3181.726074
	Iteration 38Q: 3 clusters Score -2183606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2183633.500000 Penalty: 3181.726074
	Iteration 39Q: 3 clusters Score -2183634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2183650.250000 Penalty: 3181.726074
	Iteration 40F: 3 clusters Score -2183650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2183667.000000 Penalty: 3181.726074
	Iteration 41Q: 3 clusters Score -2183667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2183668.000000 Penalty: 3181.726074
	Iteration 42Q: 3 clusters Score -2183668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2183677.750000 Penalty: 3181.726074
	Iteration 43Q: 3 clusters Score -2183678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2183683.750000 Penalty: 3181.726074
	Iteration 44Q: 3 clusters Score -2183684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2183693.000000 Penalty: 3181.726074
	Iteration 45Q: 3 clusters Score -2183693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2183689.250000 Penalty: 3181.726074
	Iteration 46Q: 3 clusters Score -2183689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2183701.250000 Penalty: 3181.726074
	Iteration 47Q: 3 clusters Score -2183701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2183707.000000 Penalty: 3181.726074
	Iteration 48Q: 3 clusters Score -2183707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2183723.750000 Penalty: 3181.726074
	Iteration 49Q: 3 clusters Score -2183724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2183732.250000 Penalty: 3181.726074
	Iteration 50Q: 3 clusters Score -2183732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2183733.000000 Penalty: 3181.726074
	Iteration 51Q: 3 clusters Score -2183733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2183737.250000 Penalty: 3181.726074
	Iteration 52Q: 3 clusters Score -2183737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2183737.750000 Penalty: 3181.726074
	Iteration 53Q: 3 clusters Score -2183738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2183743.000000 Penalty: 3181.726074
	Iteration 54Q: 3 clusters Score -2183743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2183752.250000 Penalty: 3181.726074
	Iteration 55Q: 3 clusters Score -2183752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2183759.500000 Penalty: 3181.726074
	Iteration 56Q: 3 clusters Score -2183760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2183770.000000 Penalty: 3181.726074
	Iteration 57Q: 3 clusters Score -2183770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2183772.500000 Penalty: 3181.726074
	Iteration 58Q: 3 clusters Score -2183772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2183770.250000 Penalty: 3181.726074
	Iteration 59Q: 3 clusters Score -2183770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2183769.250000 Penalty: 3181.726074
	Iteration 60F: 3 clusters Score -2183769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2183777.500000 Penalty: 3181.726074
	Iteration 61Q: 3 clusters Score -2183778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2183779.250000 Penalty: 3181.726074
	Iteration 62Q: 3 clusters Score -2183779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2183775.500000 Penalty: 3181.726074
	Iteration 63Q: 3 clusters Score -2183776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2183777.750000 Penalty: 3181.726074
	Iteration 64Q: 3 clusters Score -2183778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2183785.250000 Penalty: 3181.726074
	Iteration 65Q: 3 clusters Score -2183785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2183781.250000 Penalty: 3181.726074
	Iteration 66Q: 3 clusters Score -2183781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2183778.500000 Penalty: 3181.726074
	Iteration 67Q: 3 clusters Score -2183778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2183786.000000 Penalty: 3181.726074
	Iteration 68Q: 3 clusters Score -2183786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2183787.750000 Penalty: 3181.726074
	Iteration 69Q: 3 clusters Score -2183788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2183783.250000 Penalty: 3181.726074
	Iteration 70Q: 3 clusters Score -2183783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2183789.000000 Penalty: 3181.726074
	Iteration 71Q: 3 clusters Score -2183789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2183788.750000 Penalty: 3181.726074
	Iteration 72Q: 3 clusters Score -2183789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2183789.750000 Penalty: 3181.726074
	Iteration 73Q: 3 clusters Score -2183790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2183792.500000 Penalty: 3181.726074
	Iteration 74Q: 3 clusters Score -2183792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2183790.000000 Penalty: 3181.726074
	Iteration 75Q: 3 clusters Score -2183790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2183791.750000 Penalty: 3181.726074
	Iteration 76Q: 3 clusters Score -2183792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2183799.250000 Penalty: 3181.726074
	Iteration 77Q: 3 clusters Score -2183799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2183798.500000 Penalty: 3181.726074
	Iteration 78Q: 3 clusters Score -2183798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2183808.250000 Penalty: 3181.726074
	Iteration 79Q: 3 clusters Score -2183808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2183810.000000 Penalty: 3181.726074
	Iteration 80F: 3 clusters Score -2183810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2183808.750000 Penalty: 3181.726074
	Iteration 81Q: 3 clusters Score -2183809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2183808.750000 Penalty: 3181.726074
	Iteration 82Q: 3 clusters Score -2183809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2183807.250000 Penalty: 3181.726074
	Iteration 83Q: 3 clusters Score -2183807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2183817.750000 Penalty: 3181.726074
	Iteration 84Q: 3 clusters Score -2183818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2183815.250000 Penalty: 3181.726074
	Iteration 85Q: 3 clusters Score -2183815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2183816.750000 Penalty: 3181.726074
	Iteration 86Q: 3 clusters Score -2183817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2183820.750000 Penalty: 3181.726074
	Iteration 87Q: 3 clusters Score -2183821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2183817.000000 Penalty: 3181.726074
	Iteration 88Q: 3 clusters Score -2183817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2183821.000000 Penalty: 3181.726074
	Iteration 89Q: 3 clusters Score -2183821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2183824.000000 Penalty: 3181.726074
	Iteration 90Q: 3 clusters Score -2183824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2183826.000000 Penalty: 3181.726074
	Iteration 91Q: 3 clusters Score -2183826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2183826.250000 Penalty: 3181.726074
	Iteration 92Q: 3 clusters Score -2183826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2183828.500000 Penalty: 3181.726074
	Iteration 93Q: 3 clusters Score -2183828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2183826.500000 Penalty: 3181.726074
	Iteration 94Q: 3 clusters Score -2183826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2183828.250000 Penalty: 3181.726074
	Iteration 95Q: 3 clusters Score -2183828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2183826.750000 Penalty: 3181.726074
	Iteration 96Q: 3 clusters Score -2183827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2183830.000000 Penalty: 3181.726074
	Iteration 97Q: 3 clusters Score -2183830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2183831.250000 Penalty: 3181.726074
	Iteration 98Q: 3 clusters Score -2183831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2183832.750000 Penalty: 3181.726074
	Iteration 99Q: 3 clusters Score -2183833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2183832.750000 Penalty: 3181.726074
	Iteration 100F: 3 clusters Score -2183833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Entering Unmasked Estep 
Score: -6846003.000000 Penalty: 1771.104858
	Iteration 0F: 2 clusters Score -6846003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -6809937.000000 Penalty: 3542.209717
	Iteration 0F: 3 clusters Score -6809937 nChanged 25559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -6824477.500000 Penalty: 3542.209717
	Iteration 1F: 3 clusters Score -6824478 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -6825140.500000 Penalty: 3542.209717
	Iteration 2Q: 3 clusters Score -6825140 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -6826059.000000 Penalty: 3542.209717
	Iteration 3Q: 3 clusters Score -6826059 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -6827651.000000 Penalty: 3542.209717
	Iteration 4F: 3 clusters Score -6827651 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6830180.500000 Penalty: 3542.209717
	Iteration 5F: 3 clusters Score -6830180 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -6833841.000000 Penalty: 3542.209717
	Iteration 6F: 3 clusters Score -6833841 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -6837584.000000 Penalty: 3542.209717
	Iteration 7F: 3 clusters Score -6837584 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6840389.000000 Penalty: 3542.209717
	Iteration 8F: 3 clusters Score -6840389 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6841947.000000 Penalty: 3542.209717
	Iteration 9Q: 3 clusters Score -6841947 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6842837.500000 Penalty: 3542.209717
	Iteration 10Q: 3 clusters Score -6842838 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6843390.500000 Penalty: 3542.209717
	Iteration 11Q: 3 clusters Score -6843390 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6843751.500000 Penalty: 3542.209717
	Iteration 12Q: 3 clusters Score -6843752 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6844048.000000 Penalty: 3542.209717
	Iteration 13Q: 3 clusters Score -6844048 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6844227.000000 Penalty: 3542.209717
	Iteration 14Q: 3 clusters Score -6844227 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6844334.000000 Penalty: 3542.209717
	Iteration 15Q: 3 clusters Score -6844334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6844421.000000 Penalty: 3542.209717
	Iteration 16Q: 3 clusters Score -6844421 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6844485.000000 Penalty: 3542.209717
	Iteration 17Q: 3 clusters Score -6844485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6844522.500000 Penalty: 3542.209717
	Iteration 18Q: 3 clusters Score -6844522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6844542.000000 Penalty: 3542.209717
	Iteration 19Q: 3 clusters Score -6844542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6844556.500000 Penalty: 3542.209717
	Iteration 20F: 3 clusters Score -6844556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6844585.500000 Penalty: 3542.209717
	Iteration 21Q: 3 clusters Score -6844586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6844616.000000 Penalty: 3542.209717
	Iteration 22Q: 3 clusters Score -6844616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6844623.500000 Penalty: 3542.209717
	Iteration 23Q: 3 clusters Score -6844624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6844636.500000 Penalty: 3542.209717
	Iteration 24Q: 3 clusters Score -6844636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6844647.500000 Penalty: 3542.209717
	Iteration 25Q: 3 clusters Score -6844648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6844647.500000 Penalty: 3542.209717
	Iteration 26Q: 3 clusters Score -6844648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6844649.000000 Penalty: 3542.209717
	Iteration 27Q: 3 clusters Score -6844649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6844651.500000 Penalty: 3542.209717
	Iteration 28Q: 3 clusters Score -6844652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6844663.500000 Penalty: 3542.209717
	Iteration 29Q: 3 clusters Score -6844664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6844669.000000 Penalty: 3542.209717
	Iteration 30Q: 3 clusters Score -6844669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6844670.500000 Penalty: 3542.209717
	Iteration 31Q: 3 clusters Score -6844670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6844665.000000 Penalty: 3542.209717
	Iteration 32Q: 3 clusters Score -6844665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6844666.500000 Penalty: 3542.209717
	Iteration 33Q: 3 clusters Score -6844666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6844670.000000 Penalty: 3542.209717
	Iteration 34Q: 3 clusters Score -6844670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6844673.000000 Penalty: 3542.209717
	Iteration 35Q: 3 clusters Score -6844673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6844673.000000 Penalty: 3542.209717
	Iteration 36Q: 3 clusters Score -6844673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6844671.000000 Penalty: 3542.209717
	Iteration 37Q: 3 clusters Score -6844671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6844668.500000 Penalty: 3542.209717
	Iteration 38Q: 3 clusters Score -6844668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6844665.000000 Penalty: 3542.209717
	Iteration 39Q: 3 clusters Score -6844665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6844678.500000 Penalty: 3542.209717
	Iteration 40F: 3 clusters Score -6844678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6844668.500000 Penalty: 3542.209717
	Iteration 41Q: 3 clusters Score -6844668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6844676.500000 Penalty: 3542.209717
	Iteration 42Q: 3 clusters Score -6844676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6844678.500000 Penalty: 3542.209717
	Iteration 43Q: 3 clusters Score -6844678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6844684.000000 Penalty: 3542.209717
	Iteration 44Q: 3 clusters Score -6844684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6844695.500000 Penalty: 3542.209717
	Iteration 45Q: 3 clusters Score -6844696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6844690.000000 Penalty: 3542.209717
	Iteration 46Q: 3 clusters Score -6844690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6844693.500000 Penalty: 3542.209717
	Iteration 47Q: 3 clusters Score -6844694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6844691.500000 Penalty: 3542.209717
	Iteration 48Q: 3 clusters Score -6844692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6844688.000000 Penalty: 3542.209717
	Iteration 49Q: 3 clusters Score -6844688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6844688.000000 Penalty: 3542.209717
	Iteration 50Q: 3 clusters Score -6844688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6844688.000000 Penalty: 3542.209717
	Iteration 51F: 3 clusters Score -6844688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -30227.417969 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -30227.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29370.716797 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -29370.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29434.156250 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -29434.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29460.435547 Penalty: 1810.950073
	Iteration 2Q: 3 clusters Score -29460.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29469.056641 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -29469.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29474.986328 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -29474.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29474.986328 Penalty: 1810.950073
	Iteration 5F: 3 clusters Score -29474.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -2161277.250000 Penalty: 1588.451416
	Iteration 0F: 2 clusters Score -2161277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2149227.750000 Penalty: 3176.902832
	Iteration 0F: 3 clusters Score -2149228 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2153613.000000 Penalty: 3176.902832
	Iteration 1F: 3 clusters Score -2153613 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2154067.250000 Penalty: 3176.902832
	Iteration 2F: 3 clusters Score -2154067 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2154622.750000 Penalty: 3176.902832
	Iteration 3F: 3 clusters Score -2154623 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2155241.500000 Penalty: 3176.902832
	Iteration 4F: 3 clusters Score -2155242 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2155898.250000 Penalty: 3176.902832
	Iteration 5F: 3 clusters Score -2155898 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2156471.000000 Penalty: 3176.902832
	Iteration 6F: 3 clusters Score -2156471 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2156990.000000 Penalty: 3176.902832
	Iteration 7F: 3 clusters Score -2156990 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2157490.750000 Penalty: 3176.902832
	Iteration 8Q: 3 clusters Score -2157491 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2157958.000000 Penalty: 3176.902832
	Iteration 9Q: 3 clusters Score -2157958 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2158308.250000 Penalty: 3176.902832
	Iteration 10Q: 3 clusters Score -2158308 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2158640.500000 Penalty: 3176.902832
	Iteration 11Q: 3 clusters Score -2158640 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2158943.250000 Penalty: 3176.902832
	Iteration 12Q: 3 clusters Score -2158943 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2159225.000000 Penalty: 3176.902832
	Iteration 13Q: 3 clusters Score -2159225 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2159458.750000 Penalty: 3176.902832
	Iteration 14Q: 3 clusters Score -2159459 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2159637.250000 Penalty: 3176.902832
	Iteration 15Q: 3 clusters Score -2159637 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2159735.500000 Penalty: 3176.902832
	Iteration 16Q: 3 clusters Score -2159736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2159804.000000 Penalty: 3176.902832
	Iteration 17Q: 3 clusters Score -2159804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2159842.500000 Penalty: 3176.902832
	Iteration 18Q: 3 clusters Score -2159842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2159884.250000 Penalty: 3176.902832
	Iteration 19Q: 3 clusters Score -2159884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2159921.500000 Penalty: 3176.902832
	Iteration 20F: 3 clusters Score -2159922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2159948.000000 Penalty: 3176.902832
	Iteration 21Q: 3 clusters Score -2159948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2159972.500000 Penalty: 3176.902832
	Iteration 22Q: 3 clusters Score -2159972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2159996.750000 Penalty: 3176.902832
	Iteration 23Q: 3 clusters Score -2159997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2160006.000000 Penalty: 3176.902832
	Iteration 24Q: 3 clusters Score -2160006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2160020.500000 Penalty: 3176.902832
	Iteration 25Q: 3 clusters Score -2160020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2160029.000000 Penalty: 3176.902832
	Iteration 26Q: 3 clusters Score -2160029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2160029.250000 Penalty: 3176.902832
	Iteration 27Q: 3 clusters Score -2160029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2160033.250000 Penalty: 3176.902832
	Iteration 28Q: 3 clusters Score -2160033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2160039.250000 Penalty: 3176.902832
	Iteration 29Q: 3 clusters Score -2160039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2160041.500000 Penalty: 3176.902832
	Iteration 30Q: 3 clusters Score -2160042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2160046.250000 Penalty: 3176.902832
	Iteration 31Q: 3 clusters Score -2160046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2160045.000000 Penalty: 3176.902832
	Iteration 32Q: 3 clusters Score -2160045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2160048.250000 Penalty: 3176.902832
	Iteration 33Q: 3 clusters Score -2160048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2160051.250000 Penalty: 3176.902832
	Iteration 34Q: 3 clusters Score -2160051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2160052.000000 Penalty: 3176.902832
	Iteration 35Q: 3 clusters Score -2160052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2160055.000000 Penalty: 3176.902832
	Iteration 36Q: 3 clusters Score -2160055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2160058.500000 Penalty: 3176.902832
	Iteration 37Q: 3 clusters Score -2160058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2160060.000000 Penalty: 3176.902832
	Iteration 38Q: 3 clusters Score -2160060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2160061.500000 Penalty: 3176.902832
	Iteration 39Q: 3 clusters Score -2160062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2160063.250000 Penalty: 3176.902832
	Iteration 40F: 3 clusters Score -2160063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -391288.125000 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -391288.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -388398.281250 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -388398.3 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -389191.937500 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -389191.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -389503.343750 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -389503.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -389839.812500 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -389839.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -390232.000000 Penalty: 2632.651123
	Iteration 4F: 3 clusters Score -390232 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -390589.625000 Penalty: 2632.651123
	Iteration 5F: 3 clusters Score -390589.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -390816.468750 Penalty: 2632.651123
	Iteration 6F: 3 clusters Score -390816.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -390964.906250 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -390964.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -391056.437500 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -391056.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -391098.468750 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -391098.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -391122.500000 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -391122.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -391126.937500 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -391126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -391130.875000 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -391130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -391132.375000 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -391132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -391132.468750 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -391132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -391133.375000 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -391133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -391133.375000 Penalty: 2632.651123
	Iteration 16F: 3 clusters Score -391133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (100797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Entering Unmasked Estep 
Score: -12452508.000000 Penalty: 1872.140381
	Iteration 0F: 2 clusters Score -1.245251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -12386347.000000 Penalty: 3744.280762
	Iteration 0F: 3 clusters Score -1.238635e+07 nChanged 48251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -12414790.000000 Penalty: 3744.280762
	Iteration 1F: 3 clusters Score -1.241479e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -12416144.000000 Penalty: 3744.280762
	Iteration 2Q: 3 clusters Score -1.241614e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -12418254.000000 Penalty: 3744.280762
	Iteration 3Q: 3 clusters Score -1.241825e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -12421489.000000 Penalty: 3744.280762
	Iteration 4F: 3 clusters Score -1.242149e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -12426533.000000 Penalty: 3744.280762
	Iteration 5F: 3 clusters Score -1.242653e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -12433042.000000 Penalty: 3744.280762
	Iteration 6F: 3 clusters Score -1.243304e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -12438934.000000 Penalty: 3744.280762
	Iteration 7F: 3 clusters Score -1.243893e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -12443345.000000 Penalty: 3744.280762
	Iteration 8Q: 3 clusters Score -1.244334e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -12445967.000000 Penalty: 3744.280762
	Iteration 9Q: 3 clusters Score -1.244597e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -12447490.000000 Penalty: 3744.280762
	Iteration 10Q: 3 clusters Score -1.244749e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -12448471.000000 Penalty: 3744.280762
	Iteration 11Q: 3 clusters Score -1.244847e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -12449242.000000 Penalty: 3744.280762
	Iteration 12Q: 3 clusters Score -1.244924e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -12449801.000000 Penalty: 3744.280762
	Iteration 13Q: 3 clusters Score -1.24498e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -12450328.000000 Penalty: 3744.280762
	Iteration 14Q: 3 clusters Score -1.245033e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -12450810.000000 Penalty: 3744.280762
	Iteration 15Q: 3 clusters Score -1.245081e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -12451032.000000 Penalty: 3744.280762
	Iteration 16Q: 3 clusters Score -1.245103e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -12451276.000000 Penalty: 3744.280762
	Iteration 17Q: 3 clusters Score -1.245128e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -12451429.000000 Penalty: 3744.280762
	Iteration 18Q: 3 clusters Score -1.245143e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -12451555.000000 Penalty: 3744.280762
	Iteration 19Q: 3 clusters Score -1.245156e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -12451717.000000 Penalty: 3744.280762
	Iteration 20F: 3 clusters Score -1.245172e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -12451931.000000 Penalty: 3744.280762
	Iteration 21Q: 3 clusters Score -1.245193e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -12452060.000000 Penalty: 3744.280762
	Iteration 22Q: 3 clusters Score -1.245206e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -12452202.000000 Penalty: 3744.280762
	Iteration 23Q: 3 clusters Score -1.24522e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -12452326.000000 Penalty: 3744.280762
	Iteration 24Q: 3 clusters Score -1.245233e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -12452452.000000 Penalty: 3744.280762
	Iteration 25Q: 3 clusters Score -1.245245e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -12452499.000000 Penalty: 3744.280762
	Iteration 26Q: 3 clusters Score -1.24525e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93826 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -12452512.000000 Penalty: 3744.280762
	Iteration 27Q: 3 clusters Score -1.245251e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -12452537.000000 Penalty: 3744.280762
	Iteration 28Q: 3 clusters Score -1.245254e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -12452532.000000 Penalty: 3744.280762
	Iteration 29Q: 3 clusters Score -1.245253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -12452538.000000 Penalty: 3744.280762
	Iteration 30Q: 3 clusters Score -1.245254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -12452550.000000 Penalty: 3744.280762
	Iteration 31Q: 3 clusters Score -1.245255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -12452542.000000 Penalty: 3744.280762
	Iteration 32Q: 3 clusters Score -1.245254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -12452543.000000 Penalty: 3744.280762
	Iteration 33Q: 3 clusters Score -1.245254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -12452536.000000 Penalty: 3744.280762
	Iteration 34Q: 3 clusters Score -1.245254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -12452546.000000 Penalty: 3744.280762
	Iteration 35Q: 3 clusters Score -1.245255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -12452551.000000 Penalty: 3744.280762
	Iteration 36Q: 3 clusters Score -1.245255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -12452532.000000 Penalty: 3744.280762
	Iteration 37Q: 3 clusters Score -1.245253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -12452535.000000 Penalty: 3744.280762
	Iteration 38Q: 3 clusters Score -1.245254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -12452534.000000 Penalty: 3744.280762
	Iteration 39Q: 3 clusters Score -1.245253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -12452526.000000 Penalty: 3744.280762
	Iteration 40F: 3 clusters Score -1.245253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -12452533.000000 Penalty: 3744.280762
	Iteration 41Q: 3 clusters Score -1.245253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -12452535.000000 Penalty: 3744.280762
	Iteration 42Q: 3 clusters Score -1.245254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -12452531.000000 Penalty: 3744.280762
	Iteration 43Q: 3 clusters Score -1.245253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -12452536.000000 Penalty: 3744.280762
	Iteration 44Q: 3 clusters Score -1.245254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -12452536.000000 Penalty: 3744.280762
	Iteration 45F: 3 clusters Score -1.245254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Entering Unmasked Estep 
Score: -141750288.000000 Penalty: 88477.945312
Splitting cluster 9 changes total score from -141750032.000000 to -141750288.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (26005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Entering Unmasked Estep 
Score: -3187128.250000 Penalty: 1651.982178
	Iteration 0F: 2 clusters Score -3187128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3169623.250000 Penalty: 3303.964355
	Iteration 0F: 3 clusters Score -3169623 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3176188.250000 Penalty: 3303.964355
	Iteration 1F: 3 clusters Score -3176188 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3176576.750000 Penalty: 3303.964355
	Iteration 2Q: 3 clusters Score -3176577 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3176925.000000 Penalty: 3303.964355
	Iteration 3Q: 3 clusters Score -3176925 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3177284.500000 Penalty: 3303.964355
	Iteration 4Q: 3 clusters Score -3177284 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3177726.750000 Penalty: 3303.964355
	Iteration 5Q: 3 clusters Score -3177727 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3178284.500000 Penalty: 3303.964355
	Iteration 6Q: 3 clusters Score -3178284 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3179036.250000 Penalty: 3303.964355
	Iteration 7F: 3 clusters Score -3179036 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3180020.750000 Penalty: 3303.964355
	Iteration 8F: 3 clusters Score -3180021 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3181204.000000 Penalty: 3303.964355
	Iteration 9F: 3 clusters Score -3181204 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3182525.000000 Penalty: 3303.964355
	Iteration 10F: 3 clusters Score -3182525 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3183734.500000 Penalty: 3303.964355
	Iteration 11F: 3 clusters Score -3183734 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3184625.000000 Penalty: 3303.964355
	Iteration 12Q: 3 clusters Score -3184625 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3185166.500000 Penalty: 3303.964355
	Iteration 13Q: 3 clusters Score -3185166 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3185463.500000 Penalty: 3303.964355
	Iteration 14Q: 3 clusters Score -3185464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3185592.250000 Penalty: 3303.964355
	Iteration 15Q: 3 clusters Score -3185592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3185672.750000 Penalty: 3303.964355
	Iteration 16Q: 3 clusters Score -3185673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3185715.750000 Penalty: 3303.964355
	Iteration 17Q: 3 clusters Score -3185716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3185744.250000 Penalty: 3303.964355
	Iteration 18Q: 3 clusters Score -3185744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3185762.500000 Penalty: 3303.964355
	Iteration 19Q: 3 clusters Score -3185762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3185779.000000 Penalty: 3303.964355
	Iteration 20F: 3 clusters Score -3185779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3185785.750000 Penalty: 3303.964355
	Iteration 21Q: 3 clusters Score -3185786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3185795.250000 Penalty: 3303.964355
	Iteration 22Q: 3 clusters Score -3185795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3185804.000000 Penalty: 3303.964355
	Iteration 23Q: 3 clusters Score -3185804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3185808.250000 Penalty: 3303.964355
	Iteration 24Q: 3 clusters Score -3185808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3185808.750000 Penalty: 3303.964355
	Iteration 25Q: 3 clusters Score -3185809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3185810.250000 Penalty: 3303.964355
	Iteration 26Q: 3 clusters Score -3185810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3185811.750000 Penalty: 3303.964355
	Iteration 27Q: 3 clusters Score -3185812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3185810.500000 Penalty: 3303.964355
	Iteration 28Q: 3 clusters Score -3185810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3185813.250000 Penalty: 3303.964355
	Iteration 29Q: 3 clusters Score -3185813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3185815.000000 Penalty: 3303.964355
	Iteration 30Q: 3 clusters Score -3185815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3185811.750000 Penalty: 3303.964355
	Iteration 31Q: 3 clusters Score -3185812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3185811.750000 Penalty: 3303.964355
	Iteration 32F: 3 clusters Score -3185812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -61420.718750 Penalty: 1040.041870
	Iteration 0F: 2 clusters Score -61420.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60304.117188 Penalty: 2080.083740
	Iteration 0F: 3 clusters Score -60304.12 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60583.589844 Penalty: 2080.083740
	Iteration 1F: 3 clusters Score -60583.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60734.089844 Penalty: 2080.083740
	Iteration 2F: 3 clusters Score -60734.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60841.996094 Penalty: 2080.083740
	Iteration 3F: 3 clusters Score -60842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60909.437500 Penalty: 2080.083740
	Iteration 4Q: 3 clusters Score -60909.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60955.480469 Penalty: 2080.083740
	Iteration 5Q: 3 clusters Score -60955.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60986.722656 Penalty: 2080.083740
	Iteration 6Q: 3 clusters Score -60986.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61003.136719 Penalty: 2080.083740
	Iteration 7Q: 3 clusters Score -61003.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61025.605469 Penalty: 2080.083740
	Iteration 8Q: 3 clusters Score -61025.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61056.125000 Penalty: 2080.083740
	Iteration 9Q: 3 clusters Score -61056.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61077.105469 Penalty: 2080.083740
	Iteration 10Q: 3 clusters Score -61077.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61087.898438 Penalty: 2080.083740
	Iteration 11Q: 3 clusters Score -61087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61092.214844 Penalty: 2080.083740
	Iteration 12Q: 3 clusters Score -61092.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61097.859375 Penalty: 2080.083740
	Iteration 13Q: 3 clusters Score -61097.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61102.667969 Penalty: 2080.083740
	Iteration 14Q: 3 clusters Score -61102.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61107.546875 Penalty: 2080.083740
	Iteration 15Q: 3 clusters Score -61107.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61107.546875 Penalty: 2080.083740
	Iteration 16F: 3 clusters Score -61107.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -712905.312500 Penalty: 1413.644165
	Iteration 0F: 2 clusters Score -712905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -708323.562500 Penalty: 2827.288330
	Iteration 0F: 3 clusters Score -708323.6 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -709668.187500 Penalty: 2827.288330
	Iteration 1F: 3 clusters Score -709668.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -709885.187500 Penalty: 2827.288330
	Iteration 2F: 3 clusters Score -709885.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -710064.062500 Penalty: 2827.288330
	Iteration 3F: 3 clusters Score -710064.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -710231.312500 Penalty: 2827.288330
	Iteration 4F: 3 clusters Score -710231.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -710401.562500 Penalty: 2827.288330
	Iteration 5Q: 3 clusters Score -710401.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -710585.750000 Penalty: 2827.288330
	Iteration 6Q: 3 clusters Score -710585.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -710759.375000 Penalty: 2827.288330
	Iteration 7Q: 3 clusters Score -710759.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -710984.125000 Penalty: 2827.288330
	Iteration 8Q: 3 clusters Score -710984.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -711195.312500 Penalty: 2827.288330
	Iteration 9Q: 3 clusters Score -711195.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -711354.812500 Penalty: 2827.288330
	Iteration 10Q: 3 clusters Score -711354.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -711464.437500 Penalty: 2827.288330
	Iteration 11Q: 3 clusters Score -711464.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -711532.000000 Penalty: 2827.288330
	Iteration 12Q: 3 clusters Score -711532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -711584.250000 Penalty: 2827.288330
	Iteration 13Q: 3 clusters Score -711584.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -711634.437500 Penalty: 2827.288330
	Iteration 14Q: 3 clusters Score -711634.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -711680.937500 Penalty: 2827.288330
	Iteration 15Q: 3 clusters Score -711680.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -711723.687500 Penalty: 2827.288330
	Iteration 16Q: 3 clusters Score -711723.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -711764.187500 Penalty: 2827.288330
	Iteration 17Q: 3 clusters Score -711764.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -711792.000000 Penalty: 2827.288330
	Iteration 18Q: 3 clusters Score -711792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -711816.750000 Penalty: 2827.288330
	Iteration 19Q: 3 clusters Score -711816.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -711837.812500 Penalty: 2827.288330
	Iteration 20F: 3 clusters Score -711837.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -711862.125000 Penalty: 2827.288330
	Iteration 21Q: 3 clusters Score -711862.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -711882.437500 Penalty: 2827.288330
	Iteration 22Q: 3 clusters Score -711882.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -711904.437500 Penalty: 2827.288330
	Iteration 23Q: 3 clusters Score -711904.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -711916.937500 Penalty: 2827.288330
	Iteration 24Q: 3 clusters Score -711916.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -711923.875000 Penalty: 2827.288330
	Iteration 25Q: 3 clusters Score -711923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -711926.875000 Penalty: 2827.288330
	Iteration 26Q: 3 clusters Score -711926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -711928.437500 Penalty: 2827.288330
	Iteration 27Q: 3 clusters Score -711928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -711929.812500 Penalty: 2827.288330
	Iteration 28Q: 3 clusters Score -711929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -711931.125000 Penalty: 2827.288330
	Iteration 29Q: 3 clusters Score -711931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -711931.125000 Penalty: 2827.288330
	Iteration 30Q: 3 clusters Score -711931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -711933.875000 Penalty: 2827.288330
	Iteration 31Q: 3 clusters Score -711933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -711934.312500 Penalty: 2827.288330
	Iteration 32Q: 3 clusters Score -711934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -711934.000000 Penalty: 2827.288330
	Iteration 33Q: 3 clusters Score -711934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -711934.937500 Penalty: 2827.288330
	Iteration 34Q: 3 clusters Score -711934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -711934.750000 Penalty: 2827.288330
	Iteration 35Q: 3 clusters Score -711934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -711934.750000 Penalty: 2827.288330
	Iteration 36F: 3 clusters Score -711934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -152715.000000 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -152715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -151065.093750 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -151065.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151870.687500 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -151870.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152233.781250 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -152233.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -152413.156250 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -152413.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152489.109375 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -152489.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152539.296875 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -152539.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152591.031250 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -152591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152652.250000 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -152652.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152688.781250 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -152688.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152708.062500 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -152708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152718.953125 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -152719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152725.531250 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -152725.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152729.171875 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -152729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152731.453125 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -152731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152733.218750 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -152733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152733.218750 Penalty: 2363.755127
	Iteration 15F: 3 clusters Score -152733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 593 members 
Entering Unmasked Estep 
Score: -141749200.000000 Penalty: 90746.617188
Splitting cluster 13 changes total score from -141750032.000000 to -141749200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (101464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Entering Unmasked Estep 
Score: -12773965.000000 Penalty: 1873.212158
	Iteration 0F: 2 clusters Score -1.277396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -12706696.000000 Penalty: 3746.424316
	Iteration 0F: 3 clusters Score -1.27067e+07 nChanged 48467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -12735227.000000 Penalty: 3746.424316
	Iteration 1F: 3 clusters Score -1.273523e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -12736547.000000 Penalty: 3746.424316
	Iteration 2Q: 3 clusters Score -1.273655e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -12739049.000000 Penalty: 3746.424316
	Iteration 3F: 3 clusters Score -1.273905e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -12743640.000000 Penalty: 3746.424316
	Iteration 4F: 3 clusters Score -1.274364e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -12750965.000000 Penalty: 3746.424316
	Iteration 5F: 3 clusters Score -1.275096e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -12760011.000000 Penalty: 3746.424316
	Iteration 6F: 3 clusters Score -1.276001e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -12766868.000000 Penalty: 3746.424316
	Iteration 7F: 3 clusters Score -1.276687e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -12770298.000000 Penalty: 3746.424316
	Iteration 8Q: 3 clusters Score -1.27703e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -12771581.000000 Penalty: 3746.424316
	Iteration 9Q: 3 clusters Score -1.277158e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -12772091.000000 Penalty: 3746.424316
	Iteration 10Q: 3 clusters Score -1.277209e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -12772297.000000 Penalty: 3746.424316
	Iteration 11Q: 3 clusters Score -1.27723e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 100504 members 
Entering Unmasked Estep 
Score: -12772421.000000 Penalty: 3746.424316
	Iteration 12Q: 3 clusters Score -1.277242e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -12772505.000000 Penalty: 3746.424316
	Iteration 13Q: 3 clusters Score -1.27725e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -12772515.000000 Penalty: 3746.424316
	Iteration 14Q: 3 clusters Score -1.277252e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 100612 members 
Entering Unmasked Estep 
Score: -12772540.000000 Penalty: 3746.424316
	Iteration 15Q: 3 clusters Score -1.277254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -12772562.000000 Penalty: 3746.424316
	Iteration 16Q: 3 clusters Score -1.277256e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12772556.000000 Penalty: 3746.424316
	Iteration 17Q: 3 clusters Score -1.277256e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12772579.000000 Penalty: 3746.424316
	Iteration 18Q: 3 clusters Score -1.277258e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12772604.000000 Penalty: 3746.424316
	Iteration 19Q: 3 clusters Score -1.27726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12772600.000000 Penalty: 3746.424316
	Iteration 20F: 3 clusters Score -1.27726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12772625.000000 Penalty: 3746.424316
	Iteration 21Q: 3 clusters Score -1.277262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12772620.000000 Penalty: 3746.424316
	Iteration 22Q: 3 clusters Score -1.277262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -12772627.000000 Penalty: 3746.424316
	Iteration 23Q: 3 clusters Score -1.277263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -12772645.000000 Penalty: 3746.424316
	Iteration 24Q: 3 clusters Score -1.277264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -12772628.000000 Penalty: 3746.424316
	Iteration 25Q: 3 clusters Score -1.277263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -12772632.000000 Penalty: 3746.424316
	Iteration 26Q: 3 clusters Score -1.277263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -12772630.000000 Penalty: 3746.424316
	Iteration 27Q: 3 clusters Score -1.277263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -12772633.000000 Penalty: 3746.424316
	Iteration 28Q: 3 clusters Score -1.277263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12772623.000000 Penalty: 3746.424316
	Iteration 29Q: 3 clusters Score -1.277262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -12772633.000000 Penalty: 3746.424316
	Iteration 30Q: 3 clusters Score -1.277263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12772627.000000 Penalty: 3746.424316
	Iteration 31Q: 3 clusters Score -1.277263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -12772639.000000 Penalty: 3746.424316
	Iteration 32Q: 3 clusters Score -1.277264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12772637.000000 Penalty: 3746.424316
	Iteration 33Q: 3 clusters Score -1.277264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -12772631.000000 Penalty: 3746.424316
	Iteration 34Q: 3 clusters Score -1.277263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -12772632.000000 Penalty: 3746.424316
	Iteration 35Q: 3 clusters Score -1.277263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -12772641.000000 Penalty: 3746.424316
	Iteration 36Q: 3 clusters Score -1.277264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -12772637.000000 Penalty: 3746.424316
	Iteration 37Q: 3 clusters Score -1.277264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -12772645.000000 Penalty: 3746.424316
	Iteration 38Q: 3 clusters Score -1.277264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12772641.000000 Penalty: 3746.424316
	Iteration 39Q: 3 clusters Score -1.277264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12772632.000000 Penalty: 3746.424316
	Iteration 40F: 3 clusters Score -1.277263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -12772636.000000 Penalty: 3746.424316
	Iteration 41Q: 3 clusters Score -1.277264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -12772650.000000 Penalty: 3746.424316
	Iteration 42Q: 3 clusters Score -1.277265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -12772650.000000 Penalty: 3746.424316
	Iteration 43Q: 3 clusters Score -1.277265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12772652.000000 Penalty: 3746.424316
	Iteration 44Q: 3 clusters Score -1.277265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -12772653.000000 Penalty: 3746.424316
	Iteration 45Q: 3 clusters Score -1.277265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -12772646.000000 Penalty: 3746.424316
	Iteration 46Q: 3 clusters Score -1.277265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -12772655.000000 Penalty: 3746.424316
	Iteration 47Q: 3 clusters Score -1.277266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -12772657.000000 Penalty: 3746.424316
	Iteration 48Q: 3 clusters Score -1.277266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -12772655.000000 Penalty: 3746.424316
	Iteration 49Q: 3 clusters Score -1.277266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12772665.000000 Penalty: 3746.424316
	Iteration 50Q: 3 clusters Score -1.277266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -12772665.000000 Penalty: 3746.424316
	Iteration 51Q: 3 clusters Score -1.277266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -12772672.000000 Penalty: 3746.424316
	Iteration 52Q: 3 clusters Score -1.277267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -12772670.000000 Penalty: 3746.424316
	Iteration 53Q: 3 clusters Score -1.277267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -12772674.000000 Penalty: 3746.424316
	Iteration 54Q: 3 clusters Score -1.277267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -12772679.000000 Penalty: 3746.424316
	Iteration 55Q: 3 clusters Score -1.277268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -12772676.000000 Penalty: 3746.424316
	Iteration 56Q: 3 clusters Score -1.277268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -12772671.000000 Penalty: 3746.424316
	Iteration 57Q: 3 clusters Score -1.277267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -12772671.000000 Penalty: 3746.424316
	Iteration 58Q: 3 clusters Score -1.277267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -12772671.000000 Penalty: 3746.424316
	Iteration 59F: 3 clusters Score -1.277267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (110785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Entering Unmasked Estep 
Score: -14023076.000000 Penalty: 1887.493896
	Iteration 0F: 2 clusters Score -1.402308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -13951176.000000 Penalty: 3774.987793
	Iteration 0F: 3 clusters Score -1.395118e+07 nChanged 53074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -13981973.000000 Penalty: 3774.987793
	Iteration 1F: 3 clusters Score -1.398197e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -13983176.000000 Penalty: 3774.987793
	Iteration 2Q: 3 clusters Score -1.398318e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -13984939.000000 Penalty: 3774.987793
	Iteration 3Q: 3 clusters Score -1.398494e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -13987842.000000 Penalty: 3774.987793
	Iteration 4Q: 3 clusters Score -1.398784e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -13992790.000000 Penalty: 3774.987793
	Iteration 5F: 3 clusters Score -1.399279e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -13999431.000000 Penalty: 3774.987793
	Iteration 6F: 3 clusters Score -1.399943e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -14006700.000000 Penalty: 3774.987793
	Iteration 7F: 3 clusters Score -1.40067e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -14012612.000000 Penalty: 3774.987793
	Iteration 8F: 3 clusters Score -1.401261e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -14016772.000000 Penalty: 3774.987793
	Iteration 9Q: 3 clusters Score -1.401677e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -14018814.000000 Penalty: 3774.987793
	Iteration 10Q: 3 clusters Score -1.401881e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -14019853.000000 Penalty: 3774.987793
	Iteration 11Q: 3 clusters Score -1.401985e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -14020518.000000 Penalty: 3774.987793
	Iteration 12Q: 3 clusters Score -1.402052e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -14020832.000000 Penalty: 3774.987793
	Iteration 13Q: 3 clusters Score -1.402083e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -14021003.000000 Penalty: 3774.987793
	Iteration 14Q: 3 clusters Score -1.4021e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -14021120.000000 Penalty: 3774.987793
	Iteration 15Q: 3 clusters Score -1.402112e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -14021157.000000 Penalty: 3774.987793
	Iteration 16Q: 3 clusters Score -1.402116e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -14021226.000000 Penalty: 3774.987793
	Iteration 17Q: 3 clusters Score -1.402123e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -14021294.000000 Penalty: 3774.987793
	Iteration 18Q: 3 clusters Score -1.402129e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -14021319.000000 Penalty: 3774.987793
	Iteration 19Q: 3 clusters Score -1.402132e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -14021345.000000 Penalty: 3774.987793
	Iteration 20F: 3 clusters Score -1.402134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -14021362.000000 Penalty: 3774.987793
	Iteration 21Q: 3 clusters Score -1.402136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 109832 members 
Entering Unmasked Estep 
Score: -14021380.000000 Penalty: 3774.987793
	Iteration 22Q: 3 clusters Score -1.402138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 109848 members 
Entering Unmasked Estep 
Score: -14021386.000000 Penalty: 3774.987793
	Iteration 23Q: 3 clusters Score -1.402139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 109853 members 
Entering Unmasked Estep 
Score: -14021404.000000 Penalty: 3774.987793
	Iteration 24Q: 3 clusters Score -1.40214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -14021402.000000 Penalty: 3774.987793
	Iteration 25Q: 3 clusters Score -1.40214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -14021409.000000 Penalty: 3774.987793
	Iteration 26Q: 3 clusters Score -1.402141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 109872 members 
Entering Unmasked Estep 
Score: -14021429.000000 Penalty: 3774.987793
	Iteration 27Q: 3 clusters Score -1.402143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -14021428.000000 Penalty: 3774.987793
	Iteration 28Q: 3 clusters Score -1.402143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 109883 members 
Entering Unmasked Estep 
Score: -14021448.000000 Penalty: 3774.987793
	Iteration 29Q: 3 clusters Score -1.402145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -14021458.000000 Penalty: 3774.987793
	Iteration 30Q: 3 clusters Score -1.402146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 109895 members 
Entering Unmasked Estep 
Score: -14021466.000000 Penalty: 3774.987793
	Iteration 31Q: 3 clusters Score -1.402147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -14021462.000000 Penalty: 3774.987793
	Iteration 32Q: 3 clusters Score -1.402146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -14021475.000000 Penalty: 3774.987793
	Iteration 33Q: 3 clusters Score -1.402148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 109899 members 
Entering Unmasked Estep 
Score: -14021474.000000 Penalty: 3774.987793
	Iteration 34Q: 3 clusters Score -1.402147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -14021479.000000 Penalty: 3774.987793
	Iteration 35Q: 3 clusters Score -1.402148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -14021485.000000 Penalty: 3774.987793
	Iteration 36Q: 3 clusters Score -1.402148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -14021480.000000 Penalty: 3774.987793
	Iteration 37Q: 3 clusters Score -1.402148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -14021494.000000 Penalty: 3774.987793
	Iteration 38Q: 3 clusters Score -1.402149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -14021489.000000 Penalty: 3774.987793
	Iteration 39Q: 3 clusters Score -1.402149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -14021490.000000 Penalty: 3774.987793
	Iteration 40F: 3 clusters Score -1.402149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -14021492.000000 Penalty: 3774.987793
	Iteration 41Q: 3 clusters Score -1.402149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -14021490.000000 Penalty: 3774.987793
	Iteration 42Q: 3 clusters Score -1.402149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -14021494.000000 Penalty: 3774.987793
	Iteration 43Q: 3 clusters Score -1.402149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -14021491.000000 Penalty: 3774.987793
	Iteration 44Q: 3 clusters Score -1.402149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 109915 members 
Entering Unmasked Estep 
Score: -14021495.000000 Penalty: 3774.987793
	Iteration 45Q: 3 clusters Score -1.40215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -14021488.000000 Penalty: 3774.987793
	Iteration 46Q: 3 clusters Score -1.402149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 109918 members 
Entering Unmasked Estep 
Score: -14021490.000000 Penalty: 3774.987793
	Iteration 47Q: 3 clusters Score -1.402149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 109919 members 
Entering Unmasked Estep 
Score: -14021486.000000 Penalty: 3774.987793
	Iteration 48Q: 3 clusters Score -1.402149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 109919 members 
Entering Unmasked Estep 
Score: -14021486.000000 Penalty: 3774.987793
	Iteration 49F: 3 clusters Score -1.402149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Entering Unmasked Estep 
Score: -5377245.500000 Penalty: 1731.567505
	Iteration 0F: 2 clusters Score -5377246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -5348947.500000 Penalty: 3463.135010
	Iteration 0F: 3 clusters Score -5348948 nChanged 19651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5360258.000000 Penalty: 3463.135010
	Iteration 1F: 3 clusters Score -5360258 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5360779.000000 Penalty: 3463.135010
	Iteration 2Q: 3 clusters Score -5360779 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -5361325.000000 Penalty: 3463.135010
	Iteration 3Q: 3 clusters Score -5361325 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -5362072.000000 Penalty: 3463.135010
	Iteration 4Q: 3 clusters Score -5362072 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5363034.500000 Penalty: 3463.135010
	Iteration 5Q: 3 clusters Score -5363034 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5364502.000000 Penalty: 3463.135010
	Iteration 6F: 3 clusters Score -5364502 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -5366452.000000 Penalty: 3463.135010
	Iteration 7F: 3 clusters Score -5366452 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -5368733.000000 Penalty: 3463.135010
	Iteration 8F: 3 clusters Score -5368733 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5370838.000000 Penalty: 3463.135010
	Iteration 9F: 3 clusters Score -5370838 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5372489.500000 Penalty: 3463.135010
	Iteration 10Q: 3 clusters Score -5372490 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5373590.500000 Penalty: 3463.135010
	Iteration 11Q: 3 clusters Score -5373590 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5374267.500000 Penalty: 3463.135010
	Iteration 12Q: 3 clusters Score -5374268 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5374680.000000 Penalty: 3463.135010
	Iteration 13Q: 3 clusters Score -5374680 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5374956.500000 Penalty: 3463.135010
	Iteration 14Q: 3 clusters Score -5374956 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5375146.500000 Penalty: 3463.135010
	Iteration 15Q: 3 clusters Score -5375146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5375298.500000 Penalty: 3463.135010
	Iteration 16Q: 3 clusters Score -5375298 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -5375410.000000 Penalty: 3463.135010
	Iteration 17Q: 3 clusters Score -5375410 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5375511.500000 Penalty: 3463.135010
	Iteration 18Q: 3 clusters Score -5375512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -5375590.500000 Penalty: 3463.135010
	Iteration 19Q: 3 clusters Score -5375590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -5375647.500000 Penalty: 3463.135010
	Iteration 20F: 3 clusters Score -5375648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5375679.000000 Penalty: 3463.135010
	Iteration 21Q: 3 clusters Score -5375679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -5375722.000000 Penalty: 3463.135010
	Iteration 22Q: 3 clusters Score -5375722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5375751.000000 Penalty: 3463.135010
	Iteration 23Q: 3 clusters Score -5375751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -5375768.000000 Penalty: 3463.135010
	Iteration 24Q: 3 clusters Score -5375768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5375780.500000 Penalty: 3463.135010
	Iteration 25Q: 3 clusters Score -5375780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5375793.500000 Penalty: 3463.135010
	Iteration 26Q: 3 clusters Score -5375794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -5375800.000000 Penalty: 3463.135010
	Iteration 27Q: 3 clusters Score -5375800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5375812.000000 Penalty: 3463.135010
	Iteration 28Q: 3 clusters Score -5375812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5375825.000000 Penalty: 3463.135010
	Iteration 29Q: 3 clusters Score -5375825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5375825.000000 Penalty: 3463.135010
	Iteration 30Q: 3 clusters Score -5375825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -5375828.000000 Penalty: 3463.135010
	Iteration 31Q: 3 clusters Score -5375828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -5375829.000000 Penalty: 3463.135010
	Iteration 32Q: 3 clusters Score -5375829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5375841.500000 Penalty: 3463.135010
	Iteration 33Q: 3 clusters Score -5375842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5375842.500000 Penalty: 3463.135010
	Iteration 34Q: 3 clusters Score -5375842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -5375844.000000 Penalty: 3463.135010
	Iteration 35Q: 3 clusters Score -5375844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5375839.500000 Penalty: 3463.135010
	Iteration 36Q: 3 clusters Score -5375840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -5375838.500000 Penalty: 3463.135010
	Iteration 37Q: 3 clusters Score -5375838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5375840.000000 Penalty: 3463.135010
	Iteration 38Q: 3 clusters Score -5375840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5375842.500000 Penalty: 3463.135010
	Iteration 39Q: 3 clusters Score -5375842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5375842.500000 Penalty: 3463.135010
	Iteration 40F: 3 clusters Score -5375842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -5375851.500000 Penalty: 3463.135010
	Iteration 41Q: 3 clusters Score -5375852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5375849.500000 Penalty: 3463.135010
	Iteration 42Q: 3 clusters Score -5375850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5375850.500000 Penalty: 3463.135010
	Iteration 43Q: 3 clusters Score -5375850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5375849.000000 Penalty: 3463.135010
	Iteration 44Q: 3 clusters Score -5375849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5375854.000000 Penalty: 3463.135010
	Iteration 45Q: 3 clusters Score -5375854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5375851.000000 Penalty: 3463.135010
	Iteration 46Q: 3 clusters Score -5375851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5375850.500000 Penalty: 3463.135010
	Iteration 47Q: 3 clusters Score -5375850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5375850.500000 Penalty: 3463.135010
	Iteration 48F: 3 clusters Score -5375850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -38928.187500 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -38928.19 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 242 members 
Entering Unmasked Estep 
Score: -38049.933594 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -38049.93 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38670.734375 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -38670.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38890.406250 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -38890.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39029.230469 Penalty: 2012.517700
	Iteration 3Q: 3 clusters Score -39029.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39108.316406 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -39108.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39201.320312 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -39201.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39273.074219 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -39273.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39319.414062 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -39319.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39330.753906 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -39330.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39348.425781 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -39348.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39349.218750 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -39349.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39352.410156 Penalty: 2012.517700
	Iteration 11F: 3 clusters Score -39352.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39366.187500 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -39366.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39385.039062 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -39385.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39408.304688 Penalty: 2012.517700
	Iteration 14Q: 3 clusters Score -39408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39439.449219 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -39439.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39475.046875 Penalty: 2012.517700
	Iteration 16Q: 3 clusters Score -39475.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39497.710938 Penalty: 2012.517700
	Iteration 17Q: 3 clusters Score -39497.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39530.429688 Penalty: 2012.517700
	Iteration 18Q: 3 clusters Score -39530.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39551.222656 Penalty: 2012.517700
	Iteration 19Q: 3 clusters Score -39551.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39555.445312 Penalty: 2012.517700
	Iteration 20F: 3 clusters Score -39555.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39568.503906 Penalty: 2012.517700
	Iteration 21Q: 3 clusters Score -39568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39568.503906 Penalty: 2012.517700
	Iteration 22F: 3 clusters Score -39568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 227 members 
Entering Unmasked Estep 
Score: -141749712.000000 Penalty: 90746.617188
Splitting cluster 17 changes total score from -141750032.000000 to -141749712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -1270906.875000 Penalty: 1501.452026
	Iteration 0F: 2 clusters Score -1270907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1263599.000000 Penalty: 3002.904053
	Iteration 0F: 3 clusters Score -1263599 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1265893.500000 Penalty: 3002.904053
	Iteration 1F: 3 clusters Score -1265894 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1266429.625000 Penalty: 3002.904053
	Iteration 2F: 3 clusters Score -1266430 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1267030.000000 Penalty: 3002.904053
	Iteration 3F: 3 clusters Score -1267030 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1267659.750000 Penalty: 3002.904053
	Iteration 4F: 3 clusters Score -1267660 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1268222.750000 Penalty: 3002.904053
	Iteration 5F: 3 clusters Score -1268223 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1268753.375000 Penalty: 3002.904053
	Iteration 6F: 3 clusters Score -1268753 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1269161.500000 Penalty: 3002.904053
	Iteration 7F: 3 clusters Score -1269162 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1269448.750000 Penalty: 3002.904053
	Iteration 8Q: 3 clusters Score -1269449 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1269638.000000 Penalty: 3002.904053
	Iteration 9Q: 3 clusters Score -1269638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1269770.625000 Penalty: 3002.904053
	Iteration 10Q: 3 clusters Score -1269771 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1269850.625000 Penalty: 3002.904053
	Iteration 11Q: 3 clusters Score -1269851 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1269898.250000 Penalty: 3002.904053
	Iteration 12Q: 3 clusters Score -1269898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1269957.125000 Penalty: 3002.904053
	Iteration 13Q: 3 clusters Score -1269957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1270012.625000 Penalty: 3002.904053
	Iteration 14Q: 3 clusters Score -1270013 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1270072.375000 Penalty: 3002.904053
	Iteration 15Q: 3 clusters Score -1270072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1270131.375000 Penalty: 3002.904053
	Iteration 16Q: 3 clusters Score -1270131 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1270177.375000 Penalty: 3002.904053
	Iteration 17Q: 3 clusters Score -1270177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1270209.000000 Penalty: 3002.904053
	Iteration 18Q: 3 clusters Score -1270209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1270247.500000 Penalty: 3002.904053
	Iteration 19Q: 3 clusters Score -1270248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1270270.875000 Penalty: 3002.904053
	Iteration 20F: 3 clusters Score -1270271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1270290.500000 Penalty: 3002.904053
	Iteration 21Q: 3 clusters Score -1270290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1270306.500000 Penalty: 3002.904053
	Iteration 22Q: 3 clusters Score -1270306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1270313.250000 Penalty: 3002.904053
	Iteration 23Q: 3 clusters Score -1270313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1270321.750000 Penalty: 3002.904053
	Iteration 24Q: 3 clusters Score -1270322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1270330.750000 Penalty: 3002.904053
	Iteration 25Q: 3 clusters Score -1270331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1270335.750000 Penalty: 3002.904053
	Iteration 26Q: 3 clusters Score -1270336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1270337.750000 Penalty: 3002.904053
	Iteration 27Q: 3 clusters Score -1270338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1270343.125000 Penalty: 3002.904053
	Iteration 28Q: 3 clusters Score -1270343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1270345.750000 Penalty: 3002.904053
	Iteration 29Q: 3 clusters Score -1270346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1270346.125000 Penalty: 3002.904053
	Iteration 30Q: 3 clusters Score -1270346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1270346.625000 Penalty: 3002.904053
	Iteration 31Q: 3 clusters Score -1270347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1270350.125000 Penalty: 3002.904053
	Iteration 32Q: 3 clusters Score -1270350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1270353.875000 Penalty: 3002.904053
	Iteration 33Q: 3 clusters Score -1270354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1270352.625000 Penalty: 3002.904053
	Iteration 34Q: 3 clusters Score -1270353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1270351.375000 Penalty: 3002.904053
	Iteration 35Q: 3 clusters Score -1270351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1270350.875000 Penalty: 3002.904053
	Iteration 36Q: 3 clusters Score -1270351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1270352.625000 Penalty: 3002.904053
	Iteration 37Q: 3 clusters Score -1270353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1270354.125000 Penalty: 3002.904053
	Iteration 38Q: 3 clusters Score -1270354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1270354.000000 Penalty: 3002.904053
	Iteration 39Q: 3 clusters Score -1270354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1270353.500000 Penalty: 3002.904053
	Iteration 40F: 3 clusters Score -1270354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (105725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Entering Unmasked Estep 
Score: -13402377.000000 Penalty: 1879.896973
	Iteration 0F: 2 clusters Score -1.340238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -13333134.000000 Penalty: 3759.793945
	Iteration 0F: 3 clusters Score -1.333313e+07 nChanged 50620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -13362756.000000 Penalty: 3759.793945
	Iteration 1F: 3 clusters Score -1.336276e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -13363691.000000 Penalty: 3759.793945
	Iteration 2Q: 3 clusters Score -1.336369e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -13365087.000000 Penalty: 3759.793945
	Iteration 3Q: 3 clusters Score -1.336509e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -13367357.000000 Penalty: 3759.793945
	Iteration 4F: 3 clusters Score -1.336736e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -13371367.000000 Penalty: 3759.793945
	Iteration 5F: 3 clusters Score -1.337137e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -13377760.000000 Penalty: 3759.793945
	Iteration 6F: 3 clusters Score -1.337776e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -13386129.000000 Penalty: 3759.793945
	Iteration 7F: 3 clusters Score -1.338613e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -13393812.000000 Penalty: 3759.793945
	Iteration 8F: 3 clusters Score -1.339381e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -13398477.000000 Penalty: 3759.793945
	Iteration 9Q: 3 clusters Score -1.339848e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -13400089.000000 Penalty: 3759.793945
	Iteration 10Q: 3 clusters Score -1.340009e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -13400503.000000 Penalty: 3759.793945
	Iteration 11Q: 3 clusters Score -1.34005e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -13400617.000000 Penalty: 3759.793945
	Iteration 12Q: 3 clusters Score -1.340062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -13400661.000000 Penalty: 3759.793945
	Iteration 13Q: 3 clusters Score -1.340066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13400698.000000 Penalty: 3759.793945
	Iteration 14Q: 3 clusters Score -1.34007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -13400711.000000 Penalty: 3759.793945
	Iteration 15Q: 3 clusters Score -1.340071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -13400714.000000 Penalty: 3759.793945
	Iteration 16Q: 3 clusters Score -1.340071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -13400715.000000 Penalty: 3759.793945
	Iteration 17Q: 3 clusters Score -1.340072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -13400708.000000 Penalty: 3759.793945
	Iteration 18Q: 3 clusters Score -1.340071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -13400708.000000 Penalty: 3759.793945
	Iteration 19F: 3 clusters Score -1.340071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -652921.937500 Penalty: 1396.730469
	Iteration 0F: 2 clusters Score -652921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -648665.312500 Penalty: 2793.460938
	Iteration 0F: 3 clusters Score -648665.3 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -649871.562500 Penalty: 2793.460938
	Iteration 1F: 3 clusters Score -649871.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -650050.437500 Penalty: 2793.460938
	Iteration 2F: 3 clusters Score -650050.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -650167.375000 Penalty: 2793.460938
	Iteration 3Q: 3 clusters Score -650167.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -650273.625000 Penalty: 2793.460938
	Iteration 4Q: 3 clusters Score -650273.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -650388.687500 Penalty: 2793.460938
	Iteration 5Q: 3 clusters Score -650388.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -650512.875000 Penalty: 2793.460938
	Iteration 6Q: 3 clusters Score -650512.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -650625.437500 Penalty: 2793.460938
	Iteration 7Q: 3 clusters Score -650625.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -650722.500000 Penalty: 2793.460938
	Iteration 8Q: 3 clusters Score -650722.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -650832.062500 Penalty: 2793.460938
	Iteration 9Q: 3 clusters Score -650832.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -650926.000000 Penalty: 2793.460938
	Iteration 10Q: 3 clusters Score -650926 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -651033.812500 Penalty: 2793.460938
	Iteration 11Q: 3 clusters Score -651033.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -651139.687500 Penalty: 2793.460938
	Iteration 12Q: 3 clusters Score -651139.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -651233.250000 Penalty: 2793.460938
	Iteration 13Q: 3 clusters Score -651233.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -651308.937500 Penalty: 2793.460938
	Iteration 14Q: 3 clusters Score -651308.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -651363.500000 Penalty: 2793.460938
	Iteration 15Q: 3 clusters Score -651363.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -651416.250000 Penalty: 2793.460938
	Iteration 16Q: 3 clusters Score -651416.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -651470.125000 Penalty: 2793.460938
	Iteration 17Q: 3 clusters Score -651470.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -651521.562500 Penalty: 2793.460938
	Iteration 18Q: 3 clusters Score -651521.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -651560.062500 Penalty: 2793.460938
	Iteration 19Q: 3 clusters Score -651560.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -651590.062500 Penalty: 2793.460938
	Iteration 20F: 3 clusters Score -651590.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -651618.812500 Penalty: 2793.460938
	Iteration 21Q: 3 clusters Score -651618.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -651645.500000 Penalty: 2793.460938
	Iteration 22Q: 3 clusters Score -651645.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -651680.000000 Penalty: 2793.460938
	Iteration 23Q: 3 clusters Score -651680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -651708.562500 Penalty: 2793.460938
	Iteration 24Q: 3 clusters Score -651708.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -651728.812500 Penalty: 2793.460938
	Iteration 25Q: 3 clusters Score -651728.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -651747.125000 Penalty: 2793.460938
	Iteration 26Q: 3 clusters Score -651747.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -651763.312500 Penalty: 2793.460938
	Iteration 27Q: 3 clusters Score -651763.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -651775.562500 Penalty: 2793.460938
	Iteration 28Q: 3 clusters Score -651775.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -651792.437500 Penalty: 2793.460938
	Iteration 29Q: 3 clusters Score -651792.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -651815.437500 Penalty: 2793.460938
	Iteration 30Q: 3 clusters Score -651815.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -651835.625000 Penalty: 2793.460938
	Iteration 31Q: 3 clusters Score -651835.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -651852.937500 Penalty: 2793.460938
	Iteration 32Q: 3 clusters Score -651852.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -651868.062500 Penalty: 2793.460938
	Iteration 33Q: 3 clusters Score -651868.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -651877.625000 Penalty: 2793.460938
	Iteration 34Q: 3 clusters Score -651877.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -651883.750000 Penalty: 2793.460938
	Iteration 35Q: 3 clusters Score -651883.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -651889.562500 Penalty: 2793.460938
	Iteration 36Q: 3 clusters Score -651889.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -651891.187500 Penalty: 2793.460938
	Iteration 37Q: 3 clusters Score -651891.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -651895.750000 Penalty: 2793.460938
	Iteration 38Q: 3 clusters Score -651895.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -651896.750000 Penalty: 2793.460938
	Iteration 39Q: 3 clusters Score -651896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -651897.750000 Penalty: 2793.460938
	Iteration 40F: 3 clusters Score -651897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -651900.375000 Penalty: 2793.460938
	Iteration 41Q: 3 clusters Score -651900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -651903.687500 Penalty: 2793.460938
	Iteration 42Q: 3 clusters Score -651903.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -651905.875000 Penalty: 2793.460938
	Iteration 43Q: 3 clusters Score -651905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -651907.375000 Penalty: 2793.460938
	Iteration 44Q: 3 clusters Score -651907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -651909.500000 Penalty: 2793.460938
	Iteration 45Q: 3 clusters Score -651909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -651911.500000 Penalty: 2793.460938
	Iteration 46Q: 3 clusters Score -651911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -651912.312500 Penalty: 2793.460938
	Iteration 47Q: 3 clusters Score -651912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -651912.937500 Penalty: 2793.460938
	Iteration 48Q: 3 clusters Score -651912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -651914.375000 Penalty: 2793.460938
	Iteration 49Q: 3 clusters Score -651914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -651914.937500 Penalty: 2793.460938
	Iteration 50Q: 3 clusters Score -651914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -651916.312500 Penalty: 2793.460938
	Iteration 51Q: 3 clusters Score -651916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -651916.375000 Penalty: 2793.460938
	Iteration 52Q: 3 clusters Score -651916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -651915.500000 Penalty: 2793.460938
	Iteration 53Q: 3 clusters Score -651915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -651916.000000 Penalty: 2793.460938
	Iteration 54Q: 3 clusters Score -651916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -651917.125000 Penalty: 2793.460938
	Iteration 55Q: 3 clusters Score -651917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -651916.812500 Penalty: 2793.460938
	Iteration 56Q: 3 clusters Score -651916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -651916.687500 Penalty: 2793.460938
	Iteration 57Q: 3 clusters Score -651916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -651917.437500 Penalty: 2793.460938
	Iteration 58Q: 3 clusters Score -651917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -651919.687500 Penalty: 2793.460938
	Iteration 59Q: 3 clusters Score -651919.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -651920.500000 Penalty: 2793.460938
	Iteration 60F: 3 clusters Score -651920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -651922.062500 Penalty: 2793.460938
	Iteration 61Q: 3 clusters Score -651922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -651923.500000 Penalty: 2793.460938
	Iteration 62Q: 3 clusters Score -651923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -651924.937500 Penalty: 2793.460938
	Iteration 63Q: 3 clusters Score -651924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -651926.625000 Penalty: 2793.460938
	Iteration 64Q: 3 clusters Score -651926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -651926.875000 Penalty: 2793.460938
	Iteration 65Q: 3 clusters Score -651926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -651927.187500 Penalty: 2793.460938
	Iteration 66Q: 3 clusters Score -651927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -651927.500000 Penalty: 2793.460938
	Iteration 67Q: 3 clusters Score -651927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -651927.687500 Penalty: 2793.460938
	Iteration 68Q: 3 clusters Score -651927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -651929.000000 Penalty: 2793.460938
	Iteration 69Q: 3 clusters Score -651929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -651928.937500 Penalty: 2793.460938
	Iteration 70Q: 3 clusters Score -651928.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -651930.125000 Penalty: 2793.460938
	Iteration 71Q: 3 clusters Score -651930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -651931.500000 Penalty: 2793.460938
	Iteration 72Q: 3 clusters Score -651931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -651932.875000 Penalty: 2793.460938
	Iteration 73Q: 3 clusters Score -651932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -651933.187500 Penalty: 2793.460938
	Iteration 74Q: 3 clusters Score -651933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -651932.750000 Penalty: 2793.460938
	Iteration 75Q: 3 clusters Score -651932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -651933.437500 Penalty: 2793.460938
	Iteration 76Q: 3 clusters Score -651933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -651933.687500 Penalty: 2793.460938
	Iteration 77Q: 3 clusters Score -651933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -651934.187500 Penalty: 2793.460938
	Iteration 78Q: 3 clusters Score -651934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -651935.125000 Penalty: 2793.460938
	Iteration 79Q: 3 clusters Score -651935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -651935.125000 Penalty: 2793.460938
	Iteration 80F: 3 clusters Score -651935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -28814.193359 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -28814.19 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 204 members 
Entering Unmasked Estep 
Score: -27812.865234 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -27812.87 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28135.351562 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -28135.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28276.115234 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -28276.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28336.855469 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -28336.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28453.990234 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -28453.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28552.009766 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -28552.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28629.675781 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -28629.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28733.978516 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -28733.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28743.634766 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -28743.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28763.318359 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -28763.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28802.625000 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -28802.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28824.099609 Penalty: 1984.057739
	Iteration 11Q: 3 clusters Score -28824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28826.935547 Penalty: 1984.057739
	Iteration 12Q: 3 clusters Score -28826.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28831.443359 Penalty: 1984.057739
	Iteration 13Q: 3 clusters Score -28831.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28838.960938 Penalty: 1984.057739
	Iteration 14Q: 3 clusters Score -28838.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28854.707031 Penalty: 1984.057739
	Iteration 15F: 3 clusters Score -28854.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28891.330078 Penalty: 1984.057739
	Iteration 16Q: 3 clusters Score -28891.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28894.447266 Penalty: 1984.057739
	Iteration 17Q: 3 clusters Score -28894.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28894.447266 Penalty: 1984.057739
	Iteration 18F: 3 clusters Score -28894.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 172 members 
Entering Unmasked Estep 
Score: -141749136.000000 Penalty: 90746.617188
Splitting cluster 21 changes total score from -141750032.000000 to -141749136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (63261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Entering Unmasked Estep 
Score: -7983061.000000 Penalty: 1796.441406
	Iteration 0F: 2 clusters Score -7983061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -7941012.500000 Penalty: 3592.882812
	Iteration 0F: 3 clusters Score -7941012 nChanged 29740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -7957754.000000 Penalty: 3592.882812
	Iteration 1F: 3 clusters Score -7957754 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -7958469.500000 Penalty: 3592.882812
	Iteration 2Q: 3 clusters Score -7958470 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -7959430.000000 Penalty: 3592.882812
	Iteration 3Q: 3 clusters Score -7959430 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -7960921.000000 Penalty: 3592.882812
	Iteration 4F: 3 clusters Score -7960921 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -7963615.500000 Penalty: 3592.882812
	Iteration 5F: 3 clusters Score -7963616 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -7967948.000000 Penalty: 3592.882812
	Iteration 6F: 3 clusters Score -7967948 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -7973040.500000 Penalty: 3592.882812
	Iteration 7F: 3 clusters Score -7973040 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -7977308.500000 Penalty: 3592.882812
	Iteration 8F: 3 clusters Score -7977308 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7979736.000000 Penalty: 3592.882812
	Iteration 9Q: 3 clusters Score -7979736 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7980837.500000 Penalty: 3592.882812
	Iteration 10Q: 3 clusters Score -7980838 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7981339.500000 Penalty: 3592.882812
	Iteration 11Q: 3 clusters Score -7981340 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7981527.000000 Penalty: 3592.882812
	Iteration 12Q: 3 clusters Score -7981527 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7981656.000000 Penalty: 3592.882812
	Iteration 13Q: 3 clusters Score -7981656 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7981707.000000 Penalty: 3592.882812
	Iteration 14Q: 3 clusters Score -7981707 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7981738.500000 Penalty: 3592.882812
	Iteration 15Q: 3 clusters Score -7981738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7981761.000000 Penalty: 3592.882812
	Iteration 16Q: 3 clusters Score -7981761 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7981778.000000 Penalty: 3592.882812
	Iteration 17Q: 3 clusters Score -7981778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7981791.500000 Penalty: 3592.882812
	Iteration 18Q: 3 clusters Score -7981792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7981837.500000 Penalty: 3592.882812
	Iteration 19Q: 3 clusters Score -7981838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7981841.000000 Penalty: 3592.882812
	Iteration 20F: 3 clusters Score -7981841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7981852.000000 Penalty: 3592.882812
	Iteration 21Q: 3 clusters Score -7981852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7981841.500000 Penalty: 3592.882812
	Iteration 22Q: 3 clusters Score -7981842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7981843.500000 Penalty: 3592.882812
	Iteration 23Q: 3 clusters Score -7981844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7981837.000000 Penalty: 3592.882812
	Iteration 24Q: 3 clusters Score -7981837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7981833.000000 Penalty: 3592.882812
	Iteration 25Q: 3 clusters Score -7981833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7981830.500000 Penalty: 3592.882812
	Iteration 26Q: 3 clusters Score -7981830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7981835.500000 Penalty: 3592.882812
	Iteration 27Q: 3 clusters Score -7981836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7981836.500000 Penalty: 3592.882812
	Iteration 28Q: 3 clusters Score -7981836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7981838.500000 Penalty: 3592.882812
	Iteration 29Q: 3 clusters Score -7981838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7981837.000000 Penalty: 3592.882812
	Iteration 30Q: 3 clusters Score -7981837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7981836.500000 Penalty: 3592.882812
	Iteration 31Q: 3 clusters Score -7981836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7981839.000000 Penalty: 3592.882812
	Iteration 32Q: 3 clusters Score -7981839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7981842.000000 Penalty: 3592.882812
	Iteration 33Q: 3 clusters Score -7981842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7981847.500000 Penalty: 3592.882812
	Iteration 34Q: 3 clusters Score -7981848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7981853.500000 Penalty: 3592.882812
	Iteration 35Q: 3 clusters Score -7981854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7981855.000000 Penalty: 3592.882812
	Iteration 36Q: 3 clusters Score -7981855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7981857.000000 Penalty: 3592.882812
	Iteration 37Q: 3 clusters Score -7981857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7981851.500000 Penalty: 3592.882812
	Iteration 38Q: 3 clusters Score -7981852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7981847.000000 Penalty: 3592.882812
	Iteration 39Q: 3 clusters Score -7981847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7981846.500000 Penalty: 3592.882812
	Iteration 40F: 3 clusters Score -7981846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7981849.500000 Penalty: 3592.882812
	Iteration 41Q: 3 clusters Score -7981850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7981851.500000 Penalty: 3592.882812
	Iteration 42Q: 3 clusters Score -7981852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7981845.000000 Penalty: 3592.882812
	Iteration 43Q: 3 clusters Score -7981845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7981843.500000 Penalty: 3592.882812
	Iteration 44Q: 3 clusters Score -7981844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7981843.500000 Penalty: 3592.882812
	Iteration 45F: 3 clusters Score -7981844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -284839.125000 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -284839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -282540.156250 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -282540.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283052.656250 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -283052.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283201.281250 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -283201.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283290.968750 Penalty: 2522.705566
	Iteration 3Q: 3 clusters Score -283291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -283364.406250 Penalty: 2522.705566
	Iteration 4Q: 3 clusters Score -283364.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283468.593750 Penalty: 2522.705566
	Iteration 5Q: 3 clusters Score -283468.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -283547.906250 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -283547.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -283648.156250 Penalty: 2522.705566
	Iteration 7Q: 3 clusters Score -283648.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -283764.531250 Penalty: 2522.705566
	Iteration 8Q: 3 clusters Score -283764.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -283886.218750 Penalty: 2522.705566
	Iteration 9Q: 3 clusters Score -283886.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -284001.375000 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -284001.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284097.312500 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -284097.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -284179.406250 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -284179.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -284247.218750 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -284247.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284307.218750 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -284307.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -284347.125000 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -284347.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -284370.562500 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -284370.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284387.000000 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -284387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -284407.781250 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -284407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -284422.687500 Penalty: 2522.705566
	Iteration 19Q: 3 clusters Score -284422.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -284439.906250 Penalty: 2522.705566
	Iteration 20F: 3 clusters Score -284439.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -284456.968750 Penalty: 2522.705566
	Iteration 21Q: 3 clusters Score -284457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -284464.187500 Penalty: 2522.705566
	Iteration 22Q: 3 clusters Score -284464.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -284470.937500 Penalty: 2522.705566
	Iteration 23Q: 3 clusters Score -284470.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -284479.156250 Penalty: 2522.705566
	Iteration 24Q: 3 clusters Score -284479.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -284487.500000 Penalty: 2522.705566
	Iteration 25Q: 3 clusters Score -284487.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -284495.500000 Penalty: 2522.705566
	Iteration 26Q: 3 clusters Score -284495.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -284508.437500 Penalty: 2522.705566
	Iteration 27Q: 3 clusters Score -284508.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -284523.843750 Penalty: 2522.705566
	Iteration 28Q: 3 clusters Score -284523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -284530.875000 Penalty: 2522.705566
	Iteration 29Q: 3 clusters Score -284530.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -284536.875000 Penalty: 2522.705566
	Iteration 30Q: 3 clusters Score -284536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -284539.281250 Penalty: 2522.705566
	Iteration 31Q: 3 clusters Score -284539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284542.656250 Penalty: 2522.705566
	Iteration 32Q: 3 clusters Score -284542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -284543.781250 Penalty: 2522.705566
	Iteration 33Q: 3 clusters Score -284543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -284545.031250 Penalty: 2522.705566
	Iteration 34Q: 3 clusters Score -284545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -284547.500000 Penalty: 2522.705566
	Iteration 35Q: 3 clusters Score -284547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -284553.000000 Penalty: 2522.705566
	Iteration 36Q: 3 clusters Score -284553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -284560.093750 Penalty: 2522.705566
	Iteration 37Q: 3 clusters Score -284560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284572.125000 Penalty: 2522.705566
	Iteration 38Q: 3 clusters Score -284572.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -284581.093750 Penalty: 2522.705566
	Iteration 39Q: 3 clusters Score -284581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -284585.093750 Penalty: 2522.705566
	Iteration 40F: 3 clusters Score -284585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -284586.468750 Penalty: 2522.705566
	Iteration 41Q: 3 clusters Score -284586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -284589.812500 Penalty: 2522.705566
	Iteration 42Q: 3 clusters Score -284589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -284590.781250 Penalty: 2522.705566
	Iteration 43Q: 3 clusters Score -284590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -284591.375000 Penalty: 2522.705566
	Iteration 44Q: 3 clusters Score -284591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -284592.156250 Penalty: 2522.705566
	Iteration 45Q: 3 clusters Score -284592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -284592.312500 Penalty: 2522.705566
	Iteration 46Q: 3 clusters Score -284592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -284592.312500 Penalty: 2522.705566
	Iteration 47F: 3 clusters Score -284592.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Entering Unmasked Estep 
Score: -1739759.250000 Penalty: 1553.593384
	Iteration 0F: 2 clusters Score -1739759 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 7053 members 
Entering Unmasked Estep 
Score: -1729856.250000 Penalty: 3107.186768
	Iteration 0F: 3 clusters Score -1729856 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1733271.375000 Penalty: 3107.186768
	Iteration 1F: 3 clusters Score -1733271 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1733608.750000 Penalty: 3107.186768
	Iteration 2F: 3 clusters Score -1733609 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1733940.125000 Penalty: 3107.186768
	Iteration 3F: 3 clusters Score -1733940 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1734318.500000 Penalty: 3107.186768
	Iteration 4F: 3 clusters Score -1734318 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1734752.250000 Penalty: 3107.186768
	Iteration 5F: 3 clusters Score -1734752 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1735195.000000 Penalty: 3107.186768
	Iteration 6F: 3 clusters Score -1735195 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1735581.750000 Penalty: 3107.186768
	Iteration 7Q: 3 clusters Score -1735582 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1735945.375000 Penalty: 3107.186768
	Iteration 8Q: 3 clusters Score -1735945 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1736265.500000 Penalty: 3107.186768
	Iteration 9Q: 3 clusters Score -1736266 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1736546.125000 Penalty: 3107.186768
	Iteration 10Q: 3 clusters Score -1736546 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1736761.250000 Penalty: 3107.186768
	Iteration 11Q: 3 clusters Score -1736761 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1736909.375000 Penalty: 3107.186768
	Iteration 12Q: 3 clusters Score -1736909 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1737036.875000 Penalty: 3107.186768
	Iteration 13Q: 3 clusters Score -1737037 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1737153.125000 Penalty: 3107.186768
	Iteration 14Q: 3 clusters Score -1737153 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1737252.375000 Penalty: 3107.186768
	Iteration 15Q: 3 clusters Score -1737252 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1737346.500000 Penalty: 3107.186768
	Iteration 16Q: 3 clusters Score -1737346 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1737445.625000 Penalty: 3107.186768
	Iteration 17Q: 3 clusters Score -1737446 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1737536.750000 Penalty: 3107.186768
	Iteration 18Q: 3 clusters Score -1737537 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1737607.750000 Penalty: 3107.186768
	Iteration 19Q: 3 clusters Score -1737608 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1737666.000000 Penalty: 3107.186768
	Iteration 20F: 3 clusters Score -1737666 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1737731.000000 Penalty: 3107.186768
	Iteration 21Q: 3 clusters Score -1737731 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1737798.250000 Penalty: 3107.186768
	Iteration 22Q: 3 clusters Score -1737798 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1737863.250000 Penalty: 3107.186768
	Iteration 23Q: 3 clusters Score -1737863 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1737916.125000 Penalty: 3107.186768
	Iteration 24Q: 3 clusters Score -1737916 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1737974.375000 Penalty: 3107.186768
	Iteration 25Q: 3 clusters Score -1737974 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1738045.750000 Penalty: 3107.186768
	Iteration 26Q: 3 clusters Score -1738046 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1738107.250000 Penalty: 3107.186768
	Iteration 27Q: 3 clusters Score -1738107 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1738163.625000 Penalty: 3107.186768
	Iteration 28Q: 3 clusters Score -1738164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1738210.125000 Penalty: 3107.186768
	Iteration 29Q: 3 clusters Score -1738210 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1738267.875000 Penalty: 3107.186768
	Iteration 30Q: 3 clusters Score -1738268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1738307.125000 Penalty: 3107.186768
	Iteration 31Q: 3 clusters Score -1738307 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1738351.375000 Penalty: 3107.186768
	Iteration 32Q: 3 clusters Score -1738351 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1738389.000000 Penalty: 3107.186768
	Iteration 33Q: 3 clusters Score -1738389 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1738424.375000 Penalty: 3107.186768
	Iteration 34Q: 3 clusters Score -1738424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1738454.000000 Penalty: 3107.186768
	Iteration 35Q: 3 clusters Score -1738454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1738482.250000 Penalty: 3107.186768
	Iteration 36Q: 3 clusters Score -1738482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1738511.000000 Penalty: 3107.186768
	Iteration 37Q: 3 clusters Score -1738511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1738534.000000 Penalty: 3107.186768
	Iteration 38Q: 3 clusters Score -1738534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1738549.000000 Penalty: 3107.186768
	Iteration 39Q: 3 clusters Score -1738549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1738566.000000 Penalty: 3107.186768
	Iteration 40F: 3 clusters Score -1738566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1738585.875000 Penalty: 3107.186768
	Iteration 41Q: 3 clusters Score -1738586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1738603.375000 Penalty: 3107.186768
	Iteration 42Q: 3 clusters Score -1738603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1738620.625000 Penalty: 3107.186768
	Iteration 43Q: 3 clusters Score -1738621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1738634.625000 Penalty: 3107.186768
	Iteration 44Q: 3 clusters Score -1738635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1738647.125000 Penalty: 3107.186768
	Iteration 45Q: 3 clusters Score -1738647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1738654.125000 Penalty: 3107.186768
	Iteration 46Q: 3 clusters Score -1738654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1738651.875000 Penalty: 3107.186768
	Iteration 47Q: 3 clusters Score -1738652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1738658.125000 Penalty: 3107.186768
	Iteration 48Q: 3 clusters Score -1738658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1738664.750000 Penalty: 3107.186768
	Iteration 49Q: 3 clusters Score -1738665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1738666.375000 Penalty: 3107.186768
	Iteration 50Q: 3 clusters Score -1738666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1738670.375000 Penalty: 3107.186768
	Iteration 51Q: 3 clusters Score -1738670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1738671.375000 Penalty: 3107.186768
	Iteration 52Q: 3 clusters Score -1738671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1738672.875000 Penalty: 3107.186768
	Iteration 53Q: 3 clusters Score -1738673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1738679.125000 Penalty: 3107.186768
	Iteration 54Q: 3 clusters Score -1738679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1738684.250000 Penalty: 3107.186768
	Iteration 55Q: 3 clusters Score -1738684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1738682.625000 Penalty: 3107.186768
	Iteration 56Q: 3 clusters Score -1738683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1738689.500000 Penalty: 3107.186768
	Iteration 57Q: 3 clusters Score -1738690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1738689.750000 Penalty: 3107.186768
	Iteration 58Q: 3 clusters Score -1738690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1738688.250000 Penalty: 3107.186768
	Iteration 59Q: 3 clusters Score -1738688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1738691.750000 Penalty: 3107.186768
	Iteration 60F: 3 clusters Score -1738692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1738695.750000 Penalty: 3107.186768
	Iteration 61Q: 3 clusters Score -1738696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1738700.375000 Penalty: 3107.186768
	Iteration 62Q: 3 clusters Score -1738700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1738703.875000 Penalty: 3107.186768
	Iteration 63Q: 3 clusters Score -1738704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1738707.625000 Penalty: 3107.186768
	Iteration 64Q: 3 clusters Score -1738708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1738707.625000 Penalty: 3107.186768
	Iteration 65Q: 3 clusters Score -1738708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1738707.125000 Penalty: 3107.186768
	Iteration 66Q: 3 clusters Score -1738707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1738707.625000 Penalty: 3107.186768
	Iteration 67Q: 3 clusters Score -1738708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1738704.375000 Penalty: 3107.186768
	Iteration 68Q: 3 clusters Score -1738704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1738708.750000 Penalty: 3107.186768
	Iteration 69Q: 3 clusters Score -1738709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1738708.750000 Penalty: 3107.186768
	Iteration 70Q: 3 clusters Score -1738709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1738709.250000 Penalty: 3107.186768
	Iteration 71Q: 3 clusters Score -1738709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1738709.750000 Penalty: 3107.186768
	Iteration 72Q: 3 clusters Score -1738710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1738708.125000 Penalty: 3107.186768
	Iteration 73Q: 3 clusters Score -1738708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1738708.000000 Penalty: 3107.186768
	Iteration 74Q: 3 clusters Score -1738708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1738709.125000 Penalty: 3107.186768
	Iteration 75Q: 3 clusters Score -1738709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1738708.375000 Penalty: 3107.186768
	Iteration 76Q: 3 clusters Score -1738708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1738708.875000 Penalty: 3107.186768
	Iteration 77Q: 3 clusters Score -1738709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1738710.250000 Penalty: 3107.186768
	Iteration 78Q: 3 clusters Score -1738710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1738710.000000 Penalty: 3107.186768
	Iteration 79Q: 3 clusters Score -1738710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1738711.125000 Penalty: 3107.186768
	Iteration 80F: 3 clusters Score -1738711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1738710.250000 Penalty: 3107.186768
	Iteration 81Q: 3 clusters Score -1738710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1738710.250000 Penalty: 3107.186768
	Iteration 82F: 3 clusters Score -1738710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -40942.949219 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -40942.95 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 245 members 
Entering Unmasked Estep 
Score: -40060.214844 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -40060.21 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40665.589844 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40665.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41002.101562 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -41002.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41181.667969 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -41181.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41273.562500 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -41273.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41311.140625 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -41311.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41327.339844 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -41327.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41343.113281 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -41343.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41359.359375 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -41359.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41376.984375 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -41376.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41383.152344 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -41383.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41392.667969 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -41392.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41396.773438 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -41396.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41398.148438 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -41398.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41398.359375 Penalty: 2012.517700
	Iteration 14F: 3 clusters Score -41398.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41403.464844 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -41403.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41403.464844 Penalty: 2012.517700
	Iteration 16F: 3 clusters Score -41403.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 267 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 222 members 
Entering Unmasked Estep 
Score: -141749344.000000 Penalty: 90746.617188
Splitting cluster 25 changes total score from -141750032.000000 to -141749344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Entering Unmasked Estep 
Score: -577902.312500 Penalty: 1376.425537
	Iteration 0F: 2 clusters Score -577902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -574026.687500 Penalty: 2752.851074
	Iteration 0F: 3 clusters Score -574026.7 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -575131.812500 Penalty: 2752.851074
	Iteration 1F: 3 clusters Score -575131.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -575356.687500 Penalty: 2752.851074
	Iteration 2F: 3 clusters Score -575356.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -575546.937500 Penalty: 2752.851074
	Iteration 3F: 3 clusters Score -575546.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -575735.812500 Penalty: 2752.851074
	Iteration 4F: 3 clusters Score -575735.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -575896.125000 Penalty: 2752.851074
	Iteration 5F: 3 clusters Score -575896.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -576088.500000 Penalty: 2752.851074
	Iteration 6Q: 3 clusters Score -576088.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -576253.875000 Penalty: 2752.851074
	Iteration 7Q: 3 clusters Score -576253.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -576407.937500 Penalty: 2752.851074
	Iteration 8Q: 3 clusters Score -576407.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -576534.687500 Penalty: 2752.851074
	Iteration 9Q: 3 clusters Score -576534.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -576651.812500 Penalty: 2752.851074
	Iteration 10Q: 3 clusters Score -576651.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -576807.375000 Penalty: 2752.851074
	Iteration 11Q: 3 clusters Score -576807.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -576979.750000 Penalty: 2752.851074
	Iteration 12Q: 3 clusters Score -576979.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -577132.687500 Penalty: 2752.851074
	Iteration 13Q: 3 clusters Score -577132.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -577275.125000 Penalty: 2752.851074
	Iteration 14Q: 3 clusters Score -577275.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -577370.937500 Penalty: 2752.851074
	Iteration 15Q: 3 clusters Score -577370.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -577432.437500 Penalty: 2752.851074
	Iteration 16Q: 3 clusters Score -577432.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -577461.875000 Penalty: 2752.851074
	Iteration 17Q: 3 clusters Score -577461.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -577473.125000 Penalty: 2752.851074
	Iteration 18Q: 3 clusters Score -577473.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -577480.937500 Penalty: 2752.851074
	Iteration 19Q: 3 clusters Score -577480.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -577486.000000 Penalty: 2752.851074
	Iteration 20F: 3 clusters Score -577486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -577489.250000 Penalty: 2752.851074
	Iteration 21Q: 3 clusters Score -577489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -577489.625000 Penalty: 2752.851074
	Iteration 22Q: 3 clusters Score -577489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -577491.312500 Penalty: 2752.851074
	Iteration 23Q: 3 clusters Score -577491.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -577493.500000 Penalty: 2752.851074
	Iteration 24Q: 3 clusters Score -577493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -577495.750000 Penalty: 2752.851074
	Iteration 25Q: 3 clusters Score -577495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -577495.437500 Penalty: 2752.851074
	Iteration 26Q: 3 clusters Score -577495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -577496.125000 Penalty: 2752.851074
	Iteration 27Q: 3 clusters Score -577496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -577495.500000 Penalty: 2752.851074
	Iteration 28Q: 3 clusters Score -577495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -577497.312500 Penalty: 2752.851074
	Iteration 29Q: 3 clusters Score -577497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -577496.625000 Penalty: 2752.851074
	Iteration 30Q: 3 clusters Score -577496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -577496.687500 Penalty: 2752.851074
	Iteration 31Q: 3 clusters Score -577496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -577496.687500 Penalty: 2752.851074
	Iteration 32F: 3 clusters Score -577496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -54775.363281 Penalty: 1025.361694
	Iteration 0F: 2 clusters Score -54775.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53732.695312 Penalty: 2050.723389
	Iteration 0F: 3 clusters Score -53732.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53941.652344 Penalty: 2050.723389
	Iteration 1F: 3 clusters Score -53941.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54054.695312 Penalty: 2050.723389
	Iteration 2F: 3 clusters Score -54054.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54099.070312 Penalty: 2050.723389
	Iteration 3F: 3 clusters Score -54099.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54119.769531 Penalty: 2050.723389
	Iteration 4Q: 3 clusters Score -54119.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54148.625000 Penalty: 2050.723389
	Iteration 5Q: 3 clusters Score -54148.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54163.500000 Penalty: 2050.723389
	Iteration 6Q: 3 clusters Score -54163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54171.511719 Penalty: 2050.723389
	Iteration 7Q: 3 clusters Score -54171.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54180.488281 Penalty: 2050.723389
	Iteration 8Q: 3 clusters Score -54180.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54195.601562 Penalty: 2050.723389
	Iteration 9Q: 3 clusters Score -54195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54213.335938 Penalty: 2050.723389
	Iteration 10Q: 3 clusters Score -54213.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54249.402344 Penalty: 2050.723389
	Iteration 11Q: 3 clusters Score -54249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54255.324219 Penalty: 2050.723389
	Iteration 12Q: 3 clusters Score -54255.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54265.613281 Penalty: 2050.723389
	Iteration 13Q: 3 clusters Score -54265.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54266.269531 Penalty: 2050.723389
	Iteration 14Q: 3 clusters Score -54266.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54267.292969 Penalty: 2050.723389
	Iteration 15Q: 3 clusters Score -54267.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54267.292969 Penalty: 2050.723389
	Iteration 16F: 3 clusters Score -54267.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (120107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Entering Unmasked Estep 
Score: -15183324.000000 Penalty: 1900.622437
	Iteration 0F: 2 clusters Score -1.518332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -15106383.000000 Penalty: 3801.244873
	Iteration 0F: 3 clusters Score -1.510638e+07 nChanged 57555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -15140277.000000 Penalty: 3801.244873
	Iteration 1F: 3 clusters Score -1.514028e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -15141549.000000 Penalty: 3801.244873
	Iteration 2Q: 3 clusters Score -1.514155e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -15143398.000000 Penalty: 3801.244873
	Iteration 3Q: 3 clusters Score -1.51434e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -15146139.000000 Penalty: 3801.244873
	Iteration 4Q: 3 clusters Score -1.514614e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -15150045.000000 Penalty: 3801.244873
	Iteration 5F: 3 clusters Score -1.515004e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -15154639.000000 Penalty: 3801.244873
	Iteration 6F: 3 clusters Score -1.515464e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -15159781.000000 Penalty: 3801.244873
	Iteration 7F: 3 clusters Score -1.515978e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -15164581.000000 Penalty: 3801.244873
	Iteration 8F: 3 clusters Score -1.516458e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -15168795.000000 Penalty: 3801.244873
	Iteration 9Q: 3 clusters Score -1.51688e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -15171997.000000 Penalty: 3801.244873
	Iteration 10Q: 3 clusters Score -1.5172e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -15174139.000000 Penalty: 3801.244873
	Iteration 11Q: 3 clusters Score -1.517414e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -15175628.000000 Penalty: 3801.244873
	Iteration 12Q: 3 clusters Score -1.517563e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -15176492.000000 Penalty: 3801.244873
	Iteration 13Q: 3 clusters Score -1.517649e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -15177166.000000 Penalty: 3801.244873
	Iteration 14Q: 3 clusters Score -1.517717e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -15177737.000000 Penalty: 3801.244873
	Iteration 15Q: 3 clusters Score -1.517774e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -15178245.000000 Penalty: 3801.244873
	Iteration 16Q: 3 clusters Score -1.517824e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -15178803.000000 Penalty: 3801.244873
	Iteration 17Q: 3 clusters Score -1.51788e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -15179357.000000 Penalty: 3801.244873
	Iteration 18Q: 3 clusters Score -1.517936e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -15179835.000000 Penalty: 3801.244873
	Iteration 19Q: 3 clusters Score -1.517984e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -15180107.000000 Penalty: 3801.244873
	Iteration 20F: 3 clusters Score -1.518011e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 112373 members 
Entering Unmasked Estep 
Score: -15180364.000000 Penalty: 3801.244873
	Iteration 21Q: 3 clusters Score -1.518036e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -15180669.000000 Penalty: 3801.244873
	Iteration 22Q: 3 clusters Score -1.518067e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -15181060.000000 Penalty: 3801.244873
	Iteration 23Q: 3 clusters Score -1.518106e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -15181283.000000 Penalty: 3801.244873
	Iteration 24Q: 3 clusters Score -1.518128e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 116282 members 
Entering Unmasked Estep 
Score: -15181484.000000 Penalty: 3801.244873
	Iteration 25Q: 3 clusters Score -1.518148e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -15181600.000000 Penalty: 3801.244873
	Iteration 26Q: 3 clusters Score -1.51816e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 117380 members 
Entering Unmasked Estep 
Score: -15181688.000000 Penalty: 3801.244873
	Iteration 27Q: 3 clusters Score -1.518169e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -15181817.000000 Penalty: 3801.244873
	Iteration 28Q: 3 clusters Score -1.518182e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -15181858.000000 Penalty: 3801.244873
	Iteration 29Q: 3 clusters Score -1.518186e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -15181893.000000 Penalty: 3801.244873
	Iteration 30Q: 3 clusters Score -1.518189e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -15181916.000000 Penalty: 3801.244873
	Iteration 31Q: 3 clusters Score -1.518192e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -15181941.000000 Penalty: 3801.244873
	Iteration 32Q: 3 clusters Score -1.518194e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 118659 members 
Entering Unmasked Estep 
Score: -15181965.000000 Penalty: 3801.244873
	Iteration 33Q: 3 clusters Score -1.518196e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 118739 members 
Entering Unmasked Estep 
Score: -15181974.000000 Penalty: 3801.244873
	Iteration 34Q: 3 clusters Score -1.518197e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -15181977.000000 Penalty: 3801.244873
	Iteration 35Q: 3 clusters Score -1.518198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 118867 members 
Entering Unmasked Estep 
Score: -15181960.000000 Penalty: 3801.244873
	Iteration 36Q: 3 clusters Score -1.518196e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -15181975.000000 Penalty: 3801.244873
	Iteration 37Q: 3 clusters Score -1.518198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 118962 members 
Entering Unmasked Estep 
Score: -15181974.000000 Penalty: 3801.244873
	Iteration 38Q: 3 clusters Score -1.518197e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 118997 members 
Entering Unmasked Estep 
Score: -15181994.000000 Penalty: 3801.244873
	Iteration 39Q: 3 clusters Score -1.518199e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -15181990.000000 Penalty: 3801.244873
	Iteration 40F: 3 clusters Score -1.518199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -15181998.000000 Penalty: 3801.244873
	Iteration 41Q: 3 clusters Score -1.5182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -15182018.000000 Penalty: 3801.244873
	Iteration 42Q: 3 clusters Score -1.518202e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 119082 members 
Entering Unmasked Estep 
Score: -15182037.000000 Penalty: 3801.244873
	Iteration 43Q: 3 clusters Score -1.518204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 119093 members 
Entering Unmasked Estep 
Score: -15182040.000000 Penalty: 3801.244873
	Iteration 44Q: 3 clusters Score -1.518204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 119106 members 
Entering Unmasked Estep 
Score: -15182030.000000 Penalty: 3801.244873
	Iteration 45Q: 3 clusters Score -1.518203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -15182039.000000 Penalty: 3801.244873
	Iteration 46Q: 3 clusters Score -1.518204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 119135 members 
Entering Unmasked Estep 
Score: -15182055.000000 Penalty: 3801.244873
	Iteration 47Q: 3 clusters Score -1.518206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 119151 members 
Entering Unmasked Estep 
Score: -15182057.000000 Penalty: 3801.244873
	Iteration 48Q: 3 clusters Score -1.518206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -15182071.000000 Penalty: 3801.244873
	Iteration 49Q: 3 clusters Score -1.518207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -15182071.000000 Penalty: 3801.244873
	Iteration 50Q: 3 clusters Score -1.518207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -15182069.000000 Penalty: 3801.244873
	Iteration 51Q: 3 clusters Score -1.518207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -15182066.000000 Penalty: 3801.244873
	Iteration 52Q: 3 clusters Score -1.518207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 119197 members 
Entering Unmasked Estep 
Score: -15182071.000000 Penalty: 3801.244873
	Iteration 53Q: 3 clusters Score -1.518207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 119202 members 
Entering Unmasked Estep 
Score: -15182069.000000 Penalty: 3801.244873
	Iteration 54Q: 3 clusters Score -1.518207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -15182079.000000 Penalty: 3801.244873
	Iteration 55Q: 3 clusters Score -1.518208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -15182066.000000 Penalty: 3801.244873
	Iteration 56Q: 3 clusters Score -1.518207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -15182076.000000 Penalty: 3801.244873
	Iteration 57Q: 3 clusters Score -1.518208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 119236 members 
Entering Unmasked Estep 
Score: -15182074.000000 Penalty: 3801.244873
	Iteration 58Q: 3 clusters Score -1.518207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 119242 members 
Entering Unmasked Estep 
Score: -15182071.000000 Penalty: 3801.244873
	Iteration 59Q: 3 clusters Score -1.518207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 119246 members 
Entering Unmasked Estep 
Score: -15182070.000000 Penalty: 3801.244873
	Iteration 60F: 3 clusters Score -1.518207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -15182065.000000 Penalty: 3801.244873
	Iteration 61Q: 3 clusters Score -1.518206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 119252 members 
Entering Unmasked Estep 
Score: -15182069.000000 Penalty: 3801.244873
	Iteration 62Q: 3 clusters Score -1.518207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 119257 members 
Entering Unmasked Estep 
Score: -15182091.000000 Penalty: 3801.244873
	Iteration 63Q: 3 clusters Score -1.518209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 119263 members 
Entering Unmasked Estep 
Score: -15182077.000000 Penalty: 3801.244873
	Iteration 64Q: 3 clusters Score -1.518208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -15182077.000000 Penalty: 3801.244873
	Iteration 65Q: 3 clusters Score -1.518208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 119270 members 
Entering Unmasked Estep 
Score: -15182072.000000 Penalty: 3801.244873
	Iteration 66Q: 3 clusters Score -1.518207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 119272 members 
Entering Unmasked Estep 
Score: -15182070.000000 Penalty: 3801.244873
	Iteration 67Q: 3 clusters Score -1.518207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -15182075.000000 Penalty: 3801.244873
	Iteration 68Q: 3 clusters Score -1.518208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -15182066.000000 Penalty: 3801.244873
	Iteration 69Q: 3 clusters Score -1.518207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -15182066.000000 Penalty: 3801.244873
	Iteration 70Q: 3 clusters Score -1.518207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 119291 members 
Entering Unmasked Estep 
Score: -15182073.000000 Penalty: 3801.244873
	Iteration 71Q: 3 clusters Score -1.518207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -15182066.000000 Penalty: 3801.244873
	Iteration 72Q: 3 clusters Score -1.518207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -15182076.000000 Penalty: 3801.244873
	Iteration 73Q: 3 clusters Score -1.518208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -15182070.000000 Penalty: 3801.244873
	Iteration 74Q: 3 clusters Score -1.518207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 119303 members 
Entering Unmasked Estep 
Score: -15182069.000000 Penalty: 3801.244873
	Iteration 75Q: 3 clusters Score -1.518207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -15182080.000000 Penalty: 3801.244873
	Iteration 76Q: 3 clusters Score -1.518208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 119317 members 
Entering Unmasked Estep 
Score: -15182077.000000 Penalty: 3801.244873
	Iteration 77Q: 3 clusters Score -1.518208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 119323 members 
Entering Unmasked Estep 
Score: -15182074.000000 Penalty: 3801.244873
	Iteration 78Q: 3 clusters Score -1.518207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 119325 members 
Entering Unmasked Estep 
Score: -15182078.000000 Penalty: 3801.244873
	Iteration 79Q: 3 clusters Score -1.518208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -15182081.000000 Penalty: 3801.244873
	Iteration 80F: 3 clusters Score -1.518208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -15182082.000000 Penalty: 3801.244873
	Iteration 81Q: 3 clusters Score -1.518208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -15182083.000000 Penalty: 3801.244873
	Iteration 82Q: 3 clusters Score -1.518208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -15182072.000000 Penalty: 3801.244873
	Iteration 83Q: 3 clusters Score -1.518207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -15182076.000000 Penalty: 3801.244873
	Iteration 84Q: 3 clusters Score -1.518208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -15182076.000000 Penalty: 3801.244873
	Iteration 85F: 3 clusters Score -1.518208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (123770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Entering Unmasked Estep 
Score: -15485388.000000 Penalty: 1905.504272
	Iteration 0F: 2 clusters Score -1.548539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -15406530.000000 Penalty: 3811.008545
	Iteration 0F: 3 clusters Score -1.540653e+07 nChanged 59480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -15441451.000000 Penalty: 3811.008545
	Iteration 1F: 3 clusters Score -1.544145e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -15442672.000000 Penalty: 3811.008545
	Iteration 2Q: 3 clusters Score -1.544267e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -15444317.000000 Penalty: 3811.008545
	Iteration 3Q: 3 clusters Score -1.544432e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -15446581.000000 Penalty: 3811.008545
	Iteration 4Q: 3 clusters Score -1.544658e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -15450011.000000 Penalty: 3811.008545
	Iteration 5F: 3 clusters Score -1.545001e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -15454667.000000 Penalty: 3811.008545
	Iteration 6F: 3 clusters Score -1.545467e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -15459724.000000 Penalty: 3811.008545
	Iteration 7F: 3 clusters Score -1.545972e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -15464720.000000 Penalty: 3811.008545
	Iteration 8F: 3 clusters Score -1.546472e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -15468975.000000 Penalty: 3811.008545
	Iteration 9Q: 3 clusters Score -1.546898e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -15471610.000000 Penalty: 3811.008545
	Iteration 10Q: 3 clusters Score -1.547161e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -15473097.000000 Penalty: 3811.008545
	Iteration 11Q: 3 clusters Score -1.54731e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -15473979.000000 Penalty: 3811.008545
	Iteration 12Q: 3 clusters Score -1.547398e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -15474696.000000 Penalty: 3811.008545
	Iteration 13Q: 3 clusters Score -1.54747e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -15475293.000000 Penalty: 3811.008545
	Iteration 14Q: 3 clusters Score -1.547529e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -15475875.000000 Penalty: 3811.008545
	Iteration 15Q: 3 clusters Score -1.547588e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -15476377.000000 Penalty: 3811.008545
	Iteration 16Q: 3 clusters Score -1.547638e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -15476819.000000 Penalty: 3811.008545
	Iteration 17Q: 3 clusters Score -1.547682e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -15477334.000000 Penalty: 3811.008545
	Iteration 18Q: 3 clusters Score -1.547733e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -15477840.000000 Penalty: 3811.008545
	Iteration 19Q: 3 clusters Score -1.547784e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -15478239.000000 Penalty: 3811.008545
	Iteration 20F: 3 clusters Score -1.547824e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103164 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -15478691.000000 Penalty: 3811.008545
	Iteration 21Q: 3 clusters Score -1.547869e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -15479218.000000 Penalty: 3811.008545
	Iteration 22Q: 3 clusters Score -1.547922e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -15479617.000000 Penalty: 3811.008545
	Iteration 23Q: 3 clusters Score -1.547962e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -15480094.000000 Penalty: 3811.008545
	Iteration 24Q: 3 clusters Score -1.548009e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108126 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -15480447.000000 Penalty: 3811.008545
	Iteration 25Q: 3 clusters Score -1.548045e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109337 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -15480886.000000 Penalty: 3811.008545
	Iteration 26Q: 3 clusters Score -1.548089e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -15481304.000000 Penalty: 3811.008545
	Iteration 27Q: 3 clusters Score -1.54813e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111643 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -15481471.000000 Penalty: 3811.008545
	Iteration 28Q: 3 clusters Score -1.548147e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -15481788.000000 Penalty: 3811.008545
	Iteration 29Q: 3 clusters Score -1.548179e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -15482024.000000 Penalty: 3811.008545
	Iteration 30Q: 3 clusters Score -1.548202e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -15482271.000000 Penalty: 3811.008545
	Iteration 31Q: 3 clusters Score -1.548227e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115501 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -15482410.000000 Penalty: 3811.008545
	Iteration 32Q: 3 clusters Score -1.548241e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -15482586.000000 Penalty: 3811.008545
	Iteration 33Q: 3 clusters Score -1.548259e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117003 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -15482693.000000 Penalty: 3811.008545
	Iteration 34Q: 3 clusters Score -1.548269e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -15482956.000000 Penalty: 3811.008545
	Iteration 35Q: 3 clusters Score -1.548296e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118334 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -15483100.000000 Penalty: 3811.008545
	Iteration 36Q: 3 clusters Score -1.54831e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -15483215.000000 Penalty: 3811.008545
	Iteration 37Q: 3 clusters Score -1.548322e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -15483333.000000 Penalty: 3811.008545
	Iteration 38Q: 3 clusters Score -1.548333e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -15483450.000000 Penalty: 3811.008545
	Iteration 39Q: 3 clusters Score -1.548345e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -15483495.000000 Penalty: 3811.008545
	Iteration 40F: 3 clusters Score -1.54835e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -15483535.000000 Penalty: 3811.008545
	Iteration 41Q: 3 clusters Score -1.548354e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121181 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15483618.000000 Penalty: 3811.008545
	Iteration 42Q: 3 clusters Score -1.548362e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121508 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -15483632.000000 Penalty: 3811.008545
	Iteration 43Q: 3 clusters Score -1.548363e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121769 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15483701.000000 Penalty: 3811.008545
	Iteration 44Q: 3 clusters Score -1.54837e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122005 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15483657.000000 Penalty: 3811.008545
	Iteration 45Q: 3 clusters Score -1.548366e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122208 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15483678.000000 Penalty: 3811.008545
	Iteration 46Q: 3 clusters Score -1.548368e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122387 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15483687.000000 Penalty: 3811.008545
	Iteration 47Q: 3 clusters Score -1.548369e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122529 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15483708.000000 Penalty: 3811.008545
	Iteration 48Q: 3 clusters Score -1.548371e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122650 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -15483721.000000 Penalty: 3811.008545
	Iteration 49Q: 3 clusters Score -1.548372e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -15483746.000000 Penalty: 3811.008545
	Iteration 50Q: 3 clusters Score -1.548375e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15483744.000000 Penalty: 3811.008545
	Iteration 51Q: 3 clusters Score -1.548374e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15483769.000000 Penalty: 3811.008545
	Iteration 52Q: 3 clusters Score -1.548377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122961 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15483778.000000 Penalty: 3811.008545
	Iteration 53Q: 3 clusters Score -1.548378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15483814.000000 Penalty: 3811.008545
	Iteration 54Q: 3 clusters Score -1.548381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15483828.000000 Penalty: 3811.008545
	Iteration 55Q: 3 clusters Score -1.548383e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123104 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15483841.000000 Penalty: 3811.008545
	Iteration 56Q: 3 clusters Score -1.548384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15483832.000000 Penalty: 3811.008545
	Iteration 57Q: 3 clusters Score -1.548383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15483853.000000 Penalty: 3811.008545
	Iteration 58Q: 3 clusters Score -1.548385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123185 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15483865.000000 Penalty: 3811.008545
	Iteration 59Q: 3 clusters Score -1.548386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15483870.000000 Penalty: 3811.008545
	Iteration 60F: 3 clusters Score -1.548387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15483857.000000 Penalty: 3811.008545
	Iteration 61Q: 3 clusters Score -1.548386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15483863.000000 Penalty: 3811.008545
	Iteration 62Q: 3 clusters Score -1.548386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15483868.000000 Penalty: 3811.008545
	Iteration 63Q: 3 clusters Score -1.548387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15483874.000000 Penalty: 3811.008545
	Iteration 64Q: 3 clusters Score -1.548387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123289 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15483878.000000 Penalty: 3811.008545
	Iteration 65Q: 3 clusters Score -1.548388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15483882.000000 Penalty: 3811.008545
	Iteration 66Q: 3 clusters Score -1.548388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15483883.000000 Penalty: 3811.008545
	Iteration 67Q: 3 clusters Score -1.548388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123314 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15483890.000000 Penalty: 3811.008545
	Iteration 68Q: 3 clusters Score -1.548389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15483885.000000 Penalty: 3811.008545
	Iteration 69Q: 3 clusters Score -1.548388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15483891.000000 Penalty: 3811.008545
	Iteration 70Q: 3 clusters Score -1.548389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123341 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15483889.000000 Penalty: 3811.008545
	Iteration 71Q: 3 clusters Score -1.548389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15483897.000000 Penalty: 3811.008545
	Iteration 72Q: 3 clusters Score -1.54839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123360 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -15483902.000000 Penalty: 3811.008545
	Iteration 73Q: 3 clusters Score -1.54839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123361 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -15483899.000000 Penalty: 3811.008545
	Iteration 74Q: 3 clusters Score -1.54839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15483890.000000 Penalty: 3811.008545
	Iteration 75Q: 3 clusters Score -1.548389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15483898.000000 Penalty: 3811.008545
	Iteration 76Q: 3 clusters Score -1.54839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15483901.000000 Penalty: 3811.008545
	Iteration 77Q: 3 clusters Score -1.54839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15483901.000000 Penalty: 3811.008545
	Iteration 78F: 3 clusters Score -1.54839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -10489.439453 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -10489.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9731.509766 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -9731.51 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10034.610352 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -10034.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10214.509766 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -10214.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10296.498047 Penalty: 1901.965820
	Iteration 3F: 3 clusters Score -10296.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10426.081055 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -10426.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10505.735352 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -10505.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10526.752930 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -10526.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10550.578125 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -10550.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10585.219727 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -10585.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10619.079102 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -10619.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10662.491211 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -10662.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10687.283203 Penalty: 1901.965820
	Iteration 11Q: 3 clusters Score -10687.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10697.318359 Penalty: 1901.965820
	Iteration 12Q: 3 clusters Score -10697.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10706.957031 Penalty: 1901.965820
	Iteration 13Q: 3 clusters Score -10706.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10728.729492 Penalty: 1901.965820
	Iteration 14Q: 3 clusters Score -10728.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10731.127930 Penalty: 1901.965820
	Iteration 15Q: 3 clusters Score -10731.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10731.127930 Penalty: 1901.965820
	Iteration 16F: 3 clusters Score -10731.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 128 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 220 members 
Entering Unmasked Estep 
Score: -141749248.000000 Penalty: 90746.617188
Splitting cluster 30 changes total score from -141750032.000000 to -141749248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Entering Unmasked Estep 
Score: -770307.062500 Penalty: 1420.720093
	Iteration 0F: 2 clusters Score -770307.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -765535.625000 Penalty: 2841.440186
	Iteration 0F: 3 clusters Score -765535.6 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -766957.500000 Penalty: 2841.440186
	Iteration 1F: 3 clusters Score -766957.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -767150.062500 Penalty: 2841.440186
	Iteration 2F: 3 clusters Score -767150.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -767282.875000 Penalty: 2841.440186
	Iteration 3Q: 3 clusters Score -767282.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -767390.125000 Penalty: 2841.440186
	Iteration 4Q: 3 clusters Score -767390.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -767467.750000 Penalty: 2841.440186
	Iteration 5Q: 3 clusters Score -767467.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -767539.750000 Penalty: 2841.440186
	Iteration 6Q: 3 clusters Score -767539.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -767605.125000 Penalty: 2841.440186
	Iteration 7Q: 3 clusters Score -767605.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -767664.187500 Penalty: 2841.440186
	Iteration 8Q: 3 clusters Score -767664.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -767725.125000 Penalty: 2841.440186
	Iteration 9Q: 3 clusters Score -767725.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -767789.562500 Penalty: 2841.440186
	Iteration 10Q: 3 clusters Score -767789.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -767848.375000 Penalty: 2841.440186
	Iteration 11Q: 3 clusters Score -767848.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -767926.000000 Penalty: 2841.440186
	Iteration 12Q: 3 clusters Score -767926 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -768016.187500 Penalty: 2841.440186
	Iteration 13Q: 3 clusters Score -768016.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -768110.875000 Penalty: 2841.440186
	Iteration 14Q: 3 clusters Score -768110.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -768220.312500 Penalty: 2841.440186
	Iteration 15Q: 3 clusters Score -768220.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -768350.187500 Penalty: 2841.440186
	Iteration 16Q: 3 clusters Score -768350.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -768472.187500 Penalty: 2841.440186
	Iteration 17Q: 3 clusters Score -768472.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -768618.625000 Penalty: 2841.440186
	Iteration 18Q: 3 clusters Score -768618.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -768759.812500 Penalty: 2841.440186
	Iteration 19Q: 3 clusters Score -768759.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -768885.375000 Penalty: 2841.440186
	Iteration 20F: 3 clusters Score -768885.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -768985.750000 Penalty: 2841.440186
	Iteration 21Q: 3 clusters Score -768985.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -769064.500000 Penalty: 2841.440186
	Iteration 22Q: 3 clusters Score -769064.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -769116.375000 Penalty: 2841.440186
	Iteration 23Q: 3 clusters Score -769116.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -769144.625000 Penalty: 2841.440186
	Iteration 24Q: 3 clusters Score -769144.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -769167.000000 Penalty: 2841.440186
	Iteration 25Q: 3 clusters Score -769167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -769181.750000 Penalty: 2841.440186
	Iteration 26Q: 3 clusters Score -769181.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -769197.750000 Penalty: 2841.440186
	Iteration 27Q: 3 clusters Score -769197.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -769206.187500 Penalty: 2841.440186
	Iteration 28Q: 3 clusters Score -769206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -769210.312500 Penalty: 2841.440186
	Iteration 29Q: 3 clusters Score -769210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -769212.500000 Penalty: 2841.440186
	Iteration 30Q: 3 clusters Score -769212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -769214.000000 Penalty: 2841.440186
	Iteration 31Q: 3 clusters Score -769214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -769215.625000 Penalty: 2841.440186
	Iteration 32Q: 3 clusters Score -769215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -769216.812500 Penalty: 2841.440186
	Iteration 33Q: 3 clusters Score -769216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -769220.250000 Penalty: 2841.440186
	Iteration 34Q: 3 clusters Score -769220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -769225.687500 Penalty: 2841.440186
	Iteration 35Q: 3 clusters Score -769225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -769228.812500 Penalty: 2841.440186
	Iteration 36Q: 3 clusters Score -769228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -769232.625000 Penalty: 2841.440186
	Iteration 37Q: 3 clusters Score -769232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -769235.375000 Penalty: 2841.440186
	Iteration 38Q: 3 clusters Score -769235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -769236.000000 Penalty: 2841.440186
	Iteration 39Q: 3 clusters Score -769236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -769236.312500 Penalty: 2841.440186
	Iteration 40F: 3 clusters Score -769236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47919.410156 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47919.41 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48287.906250 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48287.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48576.699219 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48576.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48713.796875 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -48713.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48757.277344 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -48757.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48822.703125 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -48822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48840.792969 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -48840.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48854.828125 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -48854.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48867.031250 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -48867.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48890.769531 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -48890.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48939.871094 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -48939.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49014.710938 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -49014.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49060.757812 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -49060.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49089.242188 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -49089.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49116.019531 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -49116.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49132.914062 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -49132.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49137.128906 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -49137.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49139.128906 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -49139.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49139.128906 Penalty: 2024.265991
	Iteration 18F: 3 clusters Score -49139.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 280 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 227 members 
Entering Unmasked Estep 
Score: -141749232.000000 Penalty: 90746.617188
Splitting cluster 32 changes total score from -141750032.000000 to -141749232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (112893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Entering Unmasked Estep 
Score: -14248671.000000 Penalty: 1890.556763
	Iteration 0F: 2 clusters Score -1.424867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -14174881.000000 Penalty: 3781.113525
	Iteration 0F: 3 clusters Score -1.417488e+07 nChanged 53905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -14205925.000000 Penalty: 3781.113525
	Iteration 1F: 3 clusters Score -1.420592e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -14206693.000000 Penalty: 3781.113525
	Iteration 2Q: 3 clusters Score -1.420669e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -14207665.000000 Penalty: 3781.113525
	Iteration 3Q: 3 clusters Score -1.420766e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -14209342.000000 Penalty: 3781.113525
	Iteration 4Q: 3 clusters Score -1.420934e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -14212063.000000 Penalty: 3781.113525
	Iteration 5Q: 3 clusters Score -1.421206e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -14217007.000000 Penalty: 3781.113525
	Iteration 6F: 3 clusters Score -1.421701e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -14224267.000000 Penalty: 3781.113525
	Iteration 7F: 3 clusters Score -1.422427e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -14232031.000000 Penalty: 3781.113525
	Iteration 8F: 3 clusters Score -1.423203e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -14238063.000000 Penalty: 3781.113525
	Iteration 9F: 3 clusters Score -1.423806e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -14241461.000000 Penalty: 3781.113525
	Iteration 10Q: 3 clusters Score -1.424146e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -14243093.000000 Penalty: 3781.113525
	Iteration 11Q: 3 clusters Score -1.424309e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -14243949.000000 Penalty: 3781.113525
	Iteration 12Q: 3 clusters Score -1.424395e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -14244623.000000 Penalty: 3781.113525
	Iteration 13Q: 3 clusters Score -1.424462e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -14245272.000000 Penalty: 3781.113525
	Iteration 14Q: 3 clusters Score -1.424527e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -14245698.000000 Penalty: 3781.113525
	Iteration 15Q: 3 clusters Score -1.42457e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -14246208.000000 Penalty: 3781.113525
	Iteration 16Q: 3 clusters Score -1.424621e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -14246631.000000 Penalty: 3781.113525
	Iteration 17Q: 3 clusters Score -1.424663e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -14246947.000000 Penalty: 3781.113525
	Iteration 18Q: 3 clusters Score -1.424695e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -14247219.000000 Penalty: 3781.113525
	Iteration 19Q: 3 clusters Score -1.424722e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -14247414.000000 Penalty: 3781.113525
	Iteration 20F: 3 clusters Score -1.424741e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103173 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -14247645.000000 Penalty: 3781.113525
	Iteration 21Q: 3 clusters Score -1.424764e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -14247831.000000 Penalty: 3781.113525
	Iteration 22Q: 3 clusters Score -1.424783e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -14247981.000000 Penalty: 3781.113525
	Iteration 23Q: 3 clusters Score -1.424798e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -14248098.000000 Penalty: 3781.113525
	Iteration 24Q: 3 clusters Score -1.42481e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -14248160.000000 Penalty: 3781.113525
	Iteration 25Q: 3 clusters Score -1.424816e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106585 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -14248165.000000 Penalty: 3781.113525
	Iteration 26Q: 3 clusters Score -1.424816e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -14248230.000000 Penalty: 3781.113525
	Iteration 27Q: 3 clusters Score -1.424823e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -14248207.000000 Penalty: 3781.113525
	Iteration 28Q: 3 clusters Score -1.424821e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -14248212.000000 Penalty: 3781.113525
	Iteration 29Q: 3 clusters Score -1.424821e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -14248251.000000 Penalty: 3781.113525
	Iteration 30Q: 3 clusters Score -1.424825e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -14248280.000000 Penalty: 3781.113525
	Iteration 31Q: 3 clusters Score -1.424828e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -14248295.000000 Penalty: 3781.113525
	Iteration 32Q: 3 clusters Score -1.42483e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108975 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -14248256.000000 Penalty: 3781.113525
	Iteration 33Q: 3 clusters Score -1.424826e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109187 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -14248259.000000 Penalty: 3781.113525
	Iteration 34Q: 3 clusters Score -1.424826e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -14248260.000000 Penalty: 3781.113525
	Iteration 35Q: 3 clusters Score -1.424826e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -14248231.000000 Penalty: 3781.113525
	Iteration 36Q: 3 clusters Score -1.424823e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109690 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -14248220.000000 Penalty: 3781.113525
	Iteration 37Q: 3 clusters Score -1.424822e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109834 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -14248201.000000 Penalty: 3781.113525
	Iteration 38Q: 3 clusters Score -1.42482e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -14248201.000000 Penalty: 3781.113525
	Iteration 39Q: 3 clusters Score -1.42482e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -14248184.000000 Penalty: 3781.113525
	Iteration 40F: 3 clusters Score -1.424818e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -14248182.000000 Penalty: 3781.113525
	Iteration 41Q: 3 clusters Score -1.424818e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -14248151.000000 Penalty: 3781.113525
	Iteration 42Q: 3 clusters Score -1.424815e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -14248133.000000 Penalty: 3781.113525
	Iteration 43Q: 3 clusters Score -1.424813e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -14248122.000000 Penalty: 3781.113525
	Iteration 44Q: 3 clusters Score -1.424812e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110467 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -14248144.000000 Penalty: 3781.113525
	Iteration 45Q: 3 clusters Score -1.424814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14248154.000000 Penalty: 3781.113525
	Iteration 46Q: 3 clusters Score -1.424815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110569 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -14248140.000000 Penalty: 3781.113525
	Iteration 47Q: 3 clusters Score -1.424814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -14248144.000000 Penalty: 3781.113525
	Iteration 48Q: 3 clusters Score -1.424814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14248116.000000 Penalty: 3781.113525
	Iteration 49Q: 3 clusters Score -1.424812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14248108.000000 Penalty: 3781.113525
	Iteration 50Q: 3 clusters Score -1.424811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14248105.000000 Penalty: 3781.113525
	Iteration 51Q: 3 clusters Score -1.42481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -14248108.000000 Penalty: 3781.113525
	Iteration 52Q: 3 clusters Score -1.424811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -14248124.000000 Penalty: 3781.113525
	Iteration 53Q: 3 clusters Score -1.424812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110745 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -14248111.000000 Penalty: 3781.113525
	Iteration 54Q: 3 clusters Score -1.424811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -14248112.000000 Penalty: 3781.113525
	Iteration 55Q: 3 clusters Score -1.424811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -14248116.000000 Penalty: 3781.113525
	Iteration 56Q: 3 clusters Score -1.424812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -14248130.000000 Penalty: 3781.113525
	Iteration 57Q: 3 clusters Score -1.424813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -14248142.000000 Penalty: 3781.113525
	Iteration 58Q: 3 clusters Score -1.424814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110799 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -14248124.000000 Penalty: 3781.113525
	Iteration 59Q: 3 clusters Score -1.424812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -14248122.000000 Penalty: 3781.113525
	Iteration 60F: 3 clusters Score -1.424812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110812 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -14248122.000000 Penalty: 3781.113525
	Iteration 61Q: 3 clusters Score -1.424812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110816 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -14248122.000000 Penalty: 3781.113525
	Iteration 62Q: 3 clusters Score -1.424812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110821 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -14248133.000000 Penalty: 3781.113525
	Iteration 63Q: 3 clusters Score -1.424813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110826 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14248128.000000 Penalty: 3781.113525
	Iteration 64Q: 3 clusters Score -1.424813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -14248138.000000 Penalty: 3781.113525
	Iteration 65Q: 3 clusters Score -1.424814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -14248132.000000 Penalty: 3781.113525
	Iteration 66Q: 3 clusters Score -1.424813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110830 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -14248129.000000 Penalty: 3781.113525
	Iteration 67Q: 3 clusters Score -1.424813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110830 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -14248129.000000 Penalty: 3781.113525
	Iteration 68F: 3 clusters Score -1.424813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -88090.257812 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -88090.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86797.539062 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -86797.54 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87133.984375 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -87133.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87312.742188 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -87312.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87468.257812 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -87468.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87602.796875 Penalty: 2168.821777
	Iteration 4F: 3 clusters Score -87602.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87692.796875 Penalty: 2168.821777
	Iteration 5F: 3 clusters Score -87692.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87773.320312 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -87773.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -87905.625000 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -87905.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88041.179688 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -88041.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88062.406250 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -88062.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88089.617188 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -88089.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88124.046875 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -88124.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88157.179688 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -88157.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -88168.109375 Penalty: 2168.821777
	Iteration 13Q: 3 clusters Score -88168.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88187.843750 Penalty: 2168.821777
	Iteration 14Q: 3 clusters Score -88187.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88205.640625 Penalty: 2168.821777
	Iteration 15Q: 3 clusters Score -88205.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88214.507812 Penalty: 2168.821777
	Iteration 16Q: 3 clusters Score -88214.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88216.546875 Penalty: 2168.821777
	Iteration 17Q: 3 clusters Score -88216.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88217.125000 Penalty: 2168.821777
	Iteration 18Q: 3 clusters Score -88217.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88217.703125 Penalty: 2168.821777
	Iteration 19Q: 3 clusters Score -88217.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88217.703125 Penalty: 2168.821777
	Iteration 20F: 3 clusters Score -88217.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
Score: -141749152.000000 Penalty: 90746.617188
Splitting cluster 34 changes total score from -141750032.000000 to -141749152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -139254.796875 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -139254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -137649.750000 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -137649.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137996.031250 Penalty: 2311.771240
	Iteration 1F: 3 clusters Score -137996 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138144.718750 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -138144.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138271.859375 Penalty: 2311.771240
	Iteration 3F: 3 clusters Score -138271.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138355.062500 Penalty: 2311.771240
	Iteration 4F: 3 clusters Score -138355.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -138438.765625 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -138438.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138500.234375 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -138500.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138551.265625 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -138551.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138583.406250 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -138583.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138600.796875 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -138600.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138611.765625 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -138611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -138621.609375 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -138621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138632.984375 Penalty: 2311.771240
	Iteration 12Q: 3 clusters Score -138633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138648.250000 Penalty: 2311.771240
	Iteration 13Q: 3 clusters Score -138648.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -138673.109375 Penalty: 2311.771240
	Iteration 14Q: 3 clusters Score -138673.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138697.703125 Penalty: 2311.771240
	Iteration 15Q: 3 clusters Score -138697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138713.046875 Penalty: 2311.771240
	Iteration 16Q: 3 clusters Score -138713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -138727.875000 Penalty: 2311.771240
	Iteration 17Q: 3 clusters Score -138727.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -138737.109375 Penalty: 2311.771240
	Iteration 18Q: 3 clusters Score -138737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -138739.406250 Penalty: 2311.771240
	Iteration 19Q: 3 clusters Score -138739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -138740.875000 Penalty: 2311.771240
	Iteration 20F: 3 clusters Score -138740.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15811.995117 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -15812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15142.436523 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -15142.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15442.855469 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -15442.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15542.773438 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -15542.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15585.174805 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -15585.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15640.904297 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -15640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15641.656250 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -15641.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15641.656250 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -15641.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -1459577.625000 Penalty: 1534.093994
	Iteration 0F: 2 clusters Score -1459578 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 6305 members 
Entering Unmasked Estep 
Score: -1450895.750000 Penalty: 3068.187988
	Iteration 0F: 3 clusters Score -1450896 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1454271.750000 Penalty: 3068.187988
	Iteration 1F: 3 clusters Score -1454272 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1454901.750000 Penalty: 3068.187988
	Iteration 2F: 3 clusters Score -1454902 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1455541.375000 Penalty: 3068.187988
	Iteration 3F: 3 clusters Score -1455541 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1456103.875000 Penalty: 3068.187988
	Iteration 4F: 3 clusters Score -1456104 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1456552.125000 Penalty: 3068.187988
	Iteration 5F: 3 clusters Score -1456552 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1456853.750000 Penalty: 3068.187988
	Iteration 6Q: 3 clusters Score -1456854 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1457074.125000 Penalty: 3068.187988
	Iteration 7Q: 3 clusters Score -1457074 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1457216.125000 Penalty: 3068.187988
	Iteration 8Q: 3 clusters Score -1457216 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1457327.000000 Penalty: 3068.187988
	Iteration 9Q: 3 clusters Score -1457327 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1457427.625000 Penalty: 3068.187988
	Iteration 10Q: 3 clusters Score -1457428 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1457527.250000 Penalty: 3068.187988
	Iteration 11Q: 3 clusters Score -1457527 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1457608.125000 Penalty: 3068.187988
	Iteration 12Q: 3 clusters Score -1457608 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1457686.875000 Penalty: 3068.187988
	Iteration 13Q: 3 clusters Score -1457687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1457754.000000 Penalty: 3068.187988
	Iteration 14Q: 3 clusters Score -1457754 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1457818.500000 Penalty: 3068.187988
	Iteration 15Q: 3 clusters Score -1457818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1457873.375000 Penalty: 3068.187988
	Iteration 16Q: 3 clusters Score -1457873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1457921.875000 Penalty: 3068.187988
	Iteration 17Q: 3 clusters Score -1457922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1457958.000000 Penalty: 3068.187988
	Iteration 18Q: 3 clusters Score -1457958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1457991.000000 Penalty: 3068.187988
	Iteration 19Q: 3 clusters Score -1457991 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1458028.500000 Penalty: 3068.187988
	Iteration 20F: 3 clusters Score -1458028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1458049.750000 Penalty: 3068.187988
	Iteration 21Q: 3 clusters Score -1458050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1458078.750000 Penalty: 3068.187988
	Iteration 22Q: 3 clusters Score -1458079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1458103.750000 Penalty: 3068.187988
	Iteration 23Q: 3 clusters Score -1458104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1458125.375000 Penalty: 3068.187988
	Iteration 24Q: 3 clusters Score -1458125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1458144.000000 Penalty: 3068.187988
	Iteration 25Q: 3 clusters Score -1458144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1458165.500000 Penalty: 3068.187988
	Iteration 26Q: 3 clusters Score -1458166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1458175.375000 Penalty: 3068.187988
	Iteration 27Q: 3 clusters Score -1458175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1458189.125000 Penalty: 3068.187988
	Iteration 28Q: 3 clusters Score -1458189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1458198.250000 Penalty: 3068.187988
	Iteration 29Q: 3 clusters Score -1458198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1458212.375000 Penalty: 3068.187988
	Iteration 30Q: 3 clusters Score -1458212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1458215.500000 Penalty: 3068.187988
	Iteration 31Q: 3 clusters Score -1458216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1458227.250000 Penalty: 3068.187988
	Iteration 32Q: 3 clusters Score -1458227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1458234.500000 Penalty: 3068.187988
	Iteration 33Q: 3 clusters Score -1458234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1458242.500000 Penalty: 3068.187988
	Iteration 34Q: 3 clusters Score -1458242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1458253.250000 Penalty: 3068.187988
	Iteration 35Q: 3 clusters Score -1458253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1458260.875000 Penalty: 3068.187988
	Iteration 36Q: 3 clusters Score -1458261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1458267.125000 Penalty: 3068.187988
	Iteration 37Q: 3 clusters Score -1458267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1458276.250000 Penalty: 3068.187988
	Iteration 38Q: 3 clusters Score -1458276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1458280.000000 Penalty: 3068.187988
	Iteration 39Q: 3 clusters Score -1458280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1458286.375000 Penalty: 3068.187988
	Iteration 40F: 3 clusters Score -1458286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1458285.875000 Penalty: 3068.187988
	Iteration 41Q: 3 clusters Score -1458286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1458294.500000 Penalty: 3068.187988
	Iteration 42Q: 3 clusters Score -1458294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1458303.750000 Penalty: 3068.187988
	Iteration 43Q: 3 clusters Score -1458304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1458315.000000 Penalty: 3068.187988
	Iteration 44Q: 3 clusters Score -1458315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1458323.750000 Penalty: 3068.187988
	Iteration 45Q: 3 clusters Score -1458324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1458338.250000 Penalty: 3068.187988
	Iteration 46Q: 3 clusters Score -1458338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1458347.500000 Penalty: 3068.187988
	Iteration 47Q: 3 clusters Score -1458348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1458355.250000 Penalty: 3068.187988
	Iteration 48Q: 3 clusters Score -1458355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1458368.000000 Penalty: 3068.187988
	Iteration 49Q: 3 clusters Score -1458368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1458379.000000 Penalty: 3068.187988
	Iteration 50Q: 3 clusters Score -1458379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1458392.125000 Penalty: 3068.187988
	Iteration 51Q: 3 clusters Score -1458392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1458405.625000 Penalty: 3068.187988
	Iteration 52Q: 3 clusters Score -1458406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1458413.750000 Penalty: 3068.187988
	Iteration 53Q: 3 clusters Score -1458414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1458420.625000 Penalty: 3068.187988
	Iteration 54Q: 3 clusters Score -1458421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1458437.250000 Penalty: 3068.187988
	Iteration 55Q: 3 clusters Score -1458437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1458452.750000 Penalty: 3068.187988
	Iteration 56Q: 3 clusters Score -1458453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1458472.875000 Penalty: 3068.187988
	Iteration 57Q: 3 clusters Score -1458473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1458490.500000 Penalty: 3068.187988
	Iteration 58Q: 3 clusters Score -1458490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1458509.625000 Penalty: 3068.187988
	Iteration 59Q: 3 clusters Score -1458510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1458526.750000 Penalty: 3068.187988
	Iteration 60F: 3 clusters Score -1458527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1458535.250000 Penalty: 3068.187988
	Iteration 61Q: 3 clusters Score -1458535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1458542.875000 Penalty: 3068.187988
	Iteration 62Q: 3 clusters Score -1458543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1458554.750000 Penalty: 3068.187988
	Iteration 63Q: 3 clusters Score -1458555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1458563.625000 Penalty: 3068.187988
	Iteration 64Q: 3 clusters Score -1458564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1458566.500000 Penalty: 3068.187988
	Iteration 65Q: 3 clusters Score -1458566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1458572.625000 Penalty: 3068.187988
	Iteration 66Q: 3 clusters Score -1458573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1458573.000000 Penalty: 3068.187988
	Iteration 67Q: 3 clusters Score -1458573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1458584.250000 Penalty: 3068.187988
	Iteration 68Q: 3 clusters Score -1458584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1458591.250000 Penalty: 3068.187988
	Iteration 69Q: 3 clusters Score -1458591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1458595.875000 Penalty: 3068.187988
	Iteration 70Q: 3 clusters Score -1458596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1458595.875000 Penalty: 3068.187988
	Iteration 71Q: 3 clusters Score -1458596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1458600.750000 Penalty: 3068.187988
	Iteration 72Q: 3 clusters Score -1458601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1458606.000000 Penalty: 3068.187988
	Iteration 73Q: 3 clusters Score -1458606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1458614.000000 Penalty: 3068.187988
	Iteration 74Q: 3 clusters Score -1458614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1458614.375000 Penalty: 3068.187988
	Iteration 75Q: 3 clusters Score -1458614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1458627.625000 Penalty: 3068.187988
	Iteration 76Q: 3 clusters Score -1458628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1458634.500000 Penalty: 3068.187988
	Iteration 77Q: 3 clusters Score -1458634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1458643.375000 Penalty: 3068.187988
	Iteration 78Q: 3 clusters Score -1458643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1458651.250000 Penalty: 3068.187988
	Iteration 79Q: 3 clusters Score -1458651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1458654.000000 Penalty: 3068.187988
	Iteration 80F: 3 clusters Score -1458654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1458656.000000 Penalty: 3068.187988
	Iteration 81Q: 3 clusters Score -1458656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1458656.500000 Penalty: 3068.187988
	Iteration 82Q: 3 clusters Score -1458656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1458661.250000 Penalty: 3068.187988
	Iteration 83Q: 3 clusters Score -1458661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1458659.500000 Penalty: 3068.187988
	Iteration 84Q: 3 clusters Score -1458660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1458661.875000 Penalty: 3068.187988
	Iteration 85Q: 3 clusters Score -1458662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1458660.250000 Penalty: 3068.187988
	Iteration 86Q: 3 clusters Score -1458660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1458662.250000 Penalty: 3068.187988
	Iteration 87Q: 3 clusters Score -1458662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1458661.625000 Penalty: 3068.187988
	Iteration 88Q: 3 clusters Score -1458662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1458663.750000 Penalty: 3068.187988
	Iteration 89Q: 3 clusters Score -1458664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1458661.875000 Penalty: 3068.187988
	Iteration 90Q: 3 clusters Score -1458662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1458661.000000 Penalty: 3068.187988
	Iteration 91Q: 3 clusters Score -1458661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1458662.125000 Penalty: 3068.187988
	Iteration 92Q: 3 clusters Score -1458662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1458662.250000 Penalty: 3068.187988
	Iteration 93Q: 3 clusters Score -1458662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1458660.625000 Penalty: 3068.187988
	Iteration 94Q: 3 clusters Score -1458661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1458662.625000 Penalty: 3068.187988
	Iteration 95Q: 3 clusters Score -1458663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1458663.875000 Penalty: 3068.187988
	Iteration 96Q: 3 clusters Score -1458664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1458666.875000 Penalty: 3068.187988
	Iteration 97Q: 3 clusters Score -1458667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1458667.625000 Penalty: 3068.187988
	Iteration 98Q: 3 clusters Score -1458668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1458670.625000 Penalty: 3068.187988
	Iteration 99Q: 3 clusters Score -1458671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1458669.375000 Penalty: 3068.187988
	Iteration 100F: 3 clusters Score -1458669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1458671.500000 Penalty: 3068.187988
	Iteration 101Q: 3 clusters Score -1458672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1458672.875000 Penalty: 3068.187988
	Iteration 102Q: 3 clusters Score -1458673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1458672.000000 Penalty: 3068.187988
	Iteration 103Q: 3 clusters Score -1458672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1458675.625000 Penalty: 3068.187988
	Iteration 104Q: 3 clusters Score -1458676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1458675.750000 Penalty: 3068.187988
	Iteration 105Q: 3 clusters Score -1458676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1458678.000000 Penalty: 3068.187988
	Iteration 106Q: 3 clusters Score -1458678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1458674.000000 Penalty: 3068.187988
	Iteration 107Q: 3 clusters Score -1458674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1458674.000000 Penalty: 3068.187988
	Iteration 108F: 3 clusters Score -1458674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -215424.703125 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -215424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213441.937500 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -213441.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -213867.171875 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -213867.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -214010.515625 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -214010.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -214099.921875 Penalty: 2435.689697
	Iteration 3F: 3 clusters Score -214099.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -214180.828125 Penalty: 2435.689697
	Iteration 4Q: 3 clusters Score -214180.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -214270.859375 Penalty: 2435.689697
	Iteration 5Q: 3 clusters Score -214270.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -214349.093750 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -214349.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -214389.390625 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -214389.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -214427.406250 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -214427.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -214458.937500 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -214458.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -214477.593750 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -214477.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -214490.765625 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -214490.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -214498.562500 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -214498.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -214513.218750 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -214513.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -214527.625000 Penalty: 2435.689697
	Iteration 14Q: 3 clusters Score -214527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -214538.578125 Penalty: 2435.689697
	Iteration 15Q: 3 clusters Score -214538.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -214547.718750 Penalty: 2435.689697
	Iteration 16Q: 3 clusters Score -214547.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214557.156250 Penalty: 2435.689697
	Iteration 17Q: 3 clusters Score -214557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214565.890625 Penalty: 2435.689697
	Iteration 18Q: 3 clusters Score -214565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -214571.609375 Penalty: 2435.689697
	Iteration 19Q: 3 clusters Score -214571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214579.281250 Penalty: 2435.689697
	Iteration 20F: 3 clusters Score -214579.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214584.390625 Penalty: 2435.689697
	Iteration 21Q: 3 clusters Score -214584.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -214587.968750 Penalty: 2435.689697
	Iteration 22Q: 3 clusters Score -214588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -214590.781250 Penalty: 2435.689697
	Iteration 23Q: 3 clusters Score -214590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214592.093750 Penalty: 2435.689697
	Iteration 24Q: 3 clusters Score -214592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214593.312500 Penalty: 2435.689697
	Iteration 25Q: 3 clusters Score -214593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214593.703125 Penalty: 2435.689697
	Iteration 26Q: 3 clusters Score -214593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214593.703125 Penalty: 2435.689697
	Iteration 27F: 3 clusters Score -214593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 17853 members 
Mstep: Class 5 contains 54128 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101464 members 
Mstep: Class 15 contains 110785 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 105725 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63261 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 120107 members 
Mstep: Class 29 contains 123770 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112893 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12589 members 
Mstep: Class 38 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750880.000000 Penalty: 88477.945312
Iteration 319Q: 40 clusters Score -1.417509e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 7891 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 17768 members 
Mstep: Class 5 contains 54136 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 94328 members 
Mstep: Class 10 contains 26009 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101466 members 
Mstep: Class 15 contains 110743 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 105638 members 
Mstep: Class 20 contains 5397 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63264 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14206 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119713 members 
Mstep: Class 29 contains 123831 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6322 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112916 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12626 members 
Mstep: Class 38 contains 1797 members 
Mstep: Class 39 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751344.000000 Penalty: 88477.945312
Iteration 320F: 40 clusters Score -1.417513e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 54141 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 94441 members 
Mstep: Class 10 contains 26008 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 6256 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101489 members 
Mstep: Class 15 contains 110652 members 
Mstep: Class 16 contains 42508 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 105542 members 
Mstep: Class 20 contains 5391 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63286 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14211 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119603 members 
Mstep: Class 29 contains 123880 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6357 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112910 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12580 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751168.000000 Penalty: 88477.945312
Iteration 321Q: 40 clusters Score -1.417512e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 7906 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 17631 members 
Mstep: Class 5 contains 54130 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 94631 members 
Mstep: Class 10 contains 25999 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 6292 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101503 members 
Mstep: Class 15 contains 110540 members 
Mstep: Class 16 contains 42509 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 105459 members 
Mstep: Class 20 contains 5386 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63300 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 14205 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119578 members 
Mstep: Class 29 contains 123912 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6370 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112898 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12552 members 
Mstep: Class 38 contains 1800 members 
Mstep: Class 39 contains 6991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751152.000000 Penalty: 88477.945312
Iteration 322Q: 40 clusters Score -1.417512e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 7915 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 17574 members 
Mstep: Class 5 contains 54114 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17591 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 94789 members 
Mstep: Class 10 contains 25999 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 6326 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101527 members 
Mstep: Class 15 contains 110458 members 
Mstep: Class 16 contains 42512 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9824 members 
Mstep: Class 19 contains 105369 members 
Mstep: Class 20 contains 5377 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63318 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119572 members 
Mstep: Class 29 contains 123946 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6378 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112859 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12528 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 7113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751120.000000 Penalty: 88477.945312
Iteration 323Q: 40 clusters Score -1.417511e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 7927 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 17526 members 
Mstep: Class 5 contains 54102 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 94938 members 
Mstep: Class 10 contains 26004 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101554 members 
Mstep: Class 15 contains 110362 members 
Mstep: Class 16 contains 42513 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9744 members 
Mstep: Class 19 contains 105264 members 
Mstep: Class 20 contains 5363 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63333 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119582 members 
Mstep: Class 29 contains 124002 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112825 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 1801 members 
Mstep: Class 39 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751264.000000 Penalty: 88477.945312
Iteration 324Q: 40 clusters Score -1.417513e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 17488 members 
Mstep: Class 5 contains 54096 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95039 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101587 members 
Mstep: Class 15 contains 110304 members 
Mstep: Class 16 contains 42508 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9670 members 
Mstep: Class 19 contains 105135 members 
Mstep: Class 20 contains 5347 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63343 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14171 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119618 members 
Mstep: Class 29 contains 124046 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112794 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12496 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 7327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751408.000000 Penalty: 88477.945312
Iteration 325Q: 40 clusters Score -1.417514e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 7945 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 17457 members 
Mstep: Class 5 contains 54093 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95113 members 
Mstep: Class 10 contains 26017 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6393 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101608 members 
Mstep: Class 15 contains 110242 members 
Mstep: Class 16 contains 42493 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9605 members 
Mstep: Class 19 contains 105051 members 
Mstep: Class 20 contains 5330 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63344 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14165 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119622 members 
Mstep: Class 29 contains 124106 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6382 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112772 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12491 members 
Mstep: Class 38 contains 1805 members 
Mstep: Class 39 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751712.000000 Penalty: 88477.945312
Iteration 326Q: 40 clusters Score -1.417517e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 7951 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 17429 members 
Mstep: Class 5 contains 54097 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95168 members 
Mstep: Class 10 contains 26011 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101633 members 
Mstep: Class 15 contains 110183 members 
Mstep: Class 16 contains 42493 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 104956 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63338 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 14163 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119644 members 
Mstep: Class 29 contains 124184 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6385 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112741 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12494 members 
Mstep: Class 38 contains 1804 members 
Mstep: Class 39 contains 7522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 327Q: 40 clusters Score -1.417519e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 17400 members 
Mstep: Class 5 contains 54099 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95233 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101664 members 
Mstep: Class 15 contains 110105 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 104882 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63326 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14160 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119695 members 
Mstep: Class 29 contains 124252 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6382 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112696 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 1804 members 
Mstep: Class 39 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751840.000000 Penalty: 88477.945312
Iteration 328Q: 40 clusters Score -1.417518e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 17366 members 
Mstep: Class 5 contains 54108 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95280 members 
Mstep: Class 10 contains 26009 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101695 members 
Mstep: Class 15 contains 110013 members 
Mstep: Class 16 contains 42495 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9414 members 
Mstep: Class 19 contains 104797 members 
Mstep: Class 20 contains 5280 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63323 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119749 members 
Mstep: Class 29 contains 124326 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112646 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12487 members 
Mstep: Class 38 contains 1805 members 
Mstep: Class 39 contains 7684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751760.000000 Penalty: 88477.945312
Iteration 329Q: 40 clusters Score -1.417518e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 17346 members 
Mstep: Class 5 contains 54091 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95331 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101747 members 
Mstep: Class 15 contains 109934 members 
Mstep: Class 16 contains 42498 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 104730 members 
Mstep: Class 20 contains 5258 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63319 members 
Mstep: Class 23 contains 2353 members 
Mstep: Class 24 contains 14153 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119784 members 
Mstep: Class 29 contains 124377 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112594 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12481 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 7761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751584.000000 Penalty: 88477.945312
Iteration 330Q: 40 clusters Score -1.417516e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 17330 members 
Mstep: Class 5 contains 54084 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17618 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95371 members 
Mstep: Class 10 contains 26017 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101809 members 
Mstep: Class 15 contains 109858 members 
Mstep: Class 16 contains 42501 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9325 members 
Mstep: Class 19 contains 104640 members 
Mstep: Class 20 contains 5245 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63314 members 
Mstep: Class 23 contains 2353 members 
Mstep: Class 24 contains 14143 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4782 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119797 members 
Mstep: Class 29 contains 124434 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6384 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112571 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12479 members 
Mstep: Class 38 contains 1810 members 
Mstep: Class 39 contains 7838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751312.000000 Penalty: 88477.945312
Iteration 331Q: 40 clusters Score -1.417513e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 17326 members 
Mstep: Class 5 contains 54074 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17625 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95390 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101874 members 
Mstep: Class 15 contains 109784 members 
Mstep: Class 16 contains 42522 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 104547 members 
Mstep: Class 20 contains 5228 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63319 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14141 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119812 members 
Mstep: Class 29 contains 124467 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112532 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12478 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 7928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751664.000000 Penalty: 88477.945312
Iteration 332Q: 40 clusters Score -1.417517e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 17311 members 
Mstep: Class 5 contains 54072 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 95413 members 
Mstep: Class 10 contains 26029 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101927 members 
Mstep: Class 15 contains 109728 members 
Mstep: Class 16 contains 42526 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 9254 members 
Mstep: Class 19 contains 104484 members 
Mstep: Class 20 contains 5211 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63309 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119808 members 
Mstep: Class 29 contains 124520 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6396 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112505 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12477 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 8010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751648.000000 Penalty: 88477.945312
Iteration 333Q: 40 clusters Score -1.417516e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 17288 members 
Mstep: Class 5 contains 54070 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95440 members 
Mstep: Class 10 contains 26034 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 6463 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 101982 members 
Mstep: Class 15 contains 109700 members 
Mstep: Class 16 contains 42532 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 9224 members 
Mstep: Class 19 contains 104429 members 
Mstep: Class 20 contains 5192 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63295 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119784 members 
Mstep: Class 29 contains 124550 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6399 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112502 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12463 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751392.000000 Penalty: 88477.945312
Iteration 334Q: 40 clusters Score -1.417514e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 17268 members 
Mstep: Class 5 contains 54062 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95449 members 
Mstep: Class 10 contains 26037 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6463 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102042 members 
Mstep: Class 15 contains 109674 members 
Mstep: Class 16 contains 42530 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 9190 members 
Mstep: Class 19 contains 104371 members 
Mstep: Class 20 contains 5177 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63274 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119763 members 
Mstep: Class 29 contains 124580 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6399 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112498 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12462 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751264.000000 Penalty: 88477.945312
Iteration 335Q: 40 clusters Score -1.417513e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 7974 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 17250 members 
Mstep: Class 5 contains 54066 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17626 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95473 members 
Mstep: Class 10 contains 26036 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102098 members 
Mstep: Class 15 contains 109653 members 
Mstep: Class 16 contains 42536 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 9159 members 
Mstep: Class 19 contains 104290 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63253 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14135 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119750 members 
Mstep: Class 29 contains 124607 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6402 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112483 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12456 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751504.000000 Penalty: 88477.945312
Iteration 336Q: 40 clusters Score -1.417515e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 17223 members 
Mstep: Class 5 contains 54075 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95484 members 
Mstep: Class 10 contains 26031 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102137 members 
Mstep: Class 15 contains 109634 members 
Mstep: Class 16 contains 42538 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 9125 members 
Mstep: Class 19 contains 104229 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63230 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14131 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119744 members 
Mstep: Class 29 contains 124646 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6398 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112462 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12451 members 
Mstep: Class 38 contains 1819 members 
Mstep: Class 39 contains 8416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751488.000000 Penalty: 88477.945312
Iteration 337Q: 40 clusters Score -1.417515e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 54066 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95497 members 
Mstep: Class 10 contains 26025 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102182 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42535 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 104179 members 
Mstep: Class 20 contains 5142 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63203 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14130 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119754 members 
Mstep: Class 29 contains 124667 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6400 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112451 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12440 members 
Mstep: Class 38 contains 1822 members 
Mstep: Class 39 contains 8512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 88477.945312
Iteration 338Q: 40 clusters Score -1.417516e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 7979 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 17153 members 
Mstep: Class 5 contains 54070 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95504 members 
Mstep: Class 10 contains 26025 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102233 members 
Mstep: Class 15 contains 109611 members 
Mstep: Class 16 contains 42538 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 104115 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63184 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4794 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119747 members 
Mstep: Class 29 contains 124684 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6402 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112426 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1229 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12436 members 
Mstep: Class 38 contains 1823 members 
Mstep: Class 39 contains 8625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751312.000000 Penalty: 88477.945312
Iteration 339Q: 40 clusters Score -1.417513e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 17130 members 
Mstep: Class 5 contains 54075 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17624 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95522 members 
Mstep: Class 10 contains 26029 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102278 members 
Mstep: Class 15 contains 109591 members 
Mstep: Class 16 contains 42534 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 104048 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63166 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14124 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119774 members 
Mstep: Class 29 contains 124701 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6409 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112400 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12435 members 
Mstep: Class 38 contains 1825 members 
Mstep: Class 39 contains 8720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751392.000000 Penalty: 88477.945312
Iteration 340F: 40 clusters Score -1.417514e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 17100 members 
Mstep: Class 5 contains 54078 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95554 members 
Mstep: Class 10 contains 26028 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102321 members 
Mstep: Class 15 contains 109596 members 
Mstep: Class 16 contains 42522 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8981 members 
Mstep: Class 19 contains 104016 members 
Mstep: Class 20 contains 5123 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63157 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14120 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119777 members 
Mstep: Class 29 contains 124691 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6410 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112367 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12434 members 
Mstep: Class 38 contains 1829 members 
Mstep: Class 39 contains 8805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751440.000000 Penalty: 88477.945312
Iteration 341Q: 40 clusters Score -1.417514e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 7979 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 17084 members 
Mstep: Class 5 contains 54083 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95573 members 
Mstep: Class 10 contains 26031 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6490 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102378 members 
Mstep: Class 15 contains 109611 members 
Mstep: Class 16 contains 42518 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8940 members 
Mstep: Class 19 contains 103969 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63148 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14115 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119756 members 
Mstep: Class 29 contains 124695 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112328 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12438 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 8884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751216.000000 Penalty: 88477.945312
Iteration 342Q: 40 clusters Score -1.417512e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 7979 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 54092 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95591 members 
Mstep: Class 10 contains 26034 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102428 members 
Mstep: Class 15 contains 109610 members 
Mstep: Class 16 contains 42520 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8910 members 
Mstep: Class 19 contains 103954 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63139 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14108 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119712 members 
Mstep: Class 29 contains 124718 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6417 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112280 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12441 members 
Mstep: Class 38 contains 1830 members 
Mstep: Class 39 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751168.000000 Penalty: 88477.945312
Iteration 343Q: 40 clusters Score -1.417512e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 7980 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 17060 members 
Mstep: Class 5 contains 54093 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95593 members 
Mstep: Class 10 contains 26032 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102454 members 
Mstep: Class 15 contains 109607 members 
Mstep: Class 16 contains 42526 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 103953 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63143 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14104 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119700 members 
Mstep: Class 29 contains 124722 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6421 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112251 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12443 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 9024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751168.000000 Penalty: 88477.945312
Iteration 344Q: 40 clusters Score -1.417512e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 17053 members 
Mstep: Class 5 contains 54089 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95581 members 
Mstep: Class 10 contains 26038 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102487 members 
Mstep: Class 15 contains 109589 members 
Mstep: Class 16 contains 42529 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 103937 members 
Mstep: Class 20 contains 5085 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63139 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14102 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119683 members 
Mstep: Class 29 contains 124716 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6422 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112262 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12446 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751040.000000 Penalty: 88477.945312
Iteration 345Q: 40 clusters Score -1.41751e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 17045 members 
Mstep: Class 5 contains 54091 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 95584 members 
Mstep: Class 10 contains 26038 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102506 members 
Mstep: Class 15 contains 109573 members 
Mstep: Class 16 contains 42527 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8826 members 
Mstep: Class 19 contains 103937 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63149 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14100 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119656 members 
Mstep: Class 29 contains 124708 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6421 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112260 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12445 members 
Mstep: Class 38 contains 1835 members 
Mstep: Class 39 contains 9178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751120.000000 Penalty: 88477.945312
Iteration 346Q: 40 clusters Score -1.417511e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 17038 members 
Mstep: Class 5 contains 54091 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95596 members 
Mstep: Class 10 contains 26033 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102522 members 
Mstep: Class 15 contains 109567 members 
Mstep: Class 16 contains 42521 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8803 members 
Mstep: Class 19 contains 103939 members 
Mstep: Class 20 contains 5075 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63148 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14099 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119641 members 
Mstep: Class 29 contains 124700 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6425 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112248 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12445 members 
Mstep: Class 38 contains 1839 members 
Mstep: Class 39 contains 9237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751328.000000 Penalty: 88477.945312
Iteration 347Q: 40 clusters Score -1.417513e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 17032 members 
Mstep: Class 5 contains 54093 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95599 members 
Mstep: Class 10 contains 26032 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102535 members 
Mstep: Class 15 contains 109562 members 
Mstep: Class 16 contains 42524 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 103947 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63150 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14100 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119605 members 
Mstep: Class 29 contains 124686 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6425 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112233 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12446 members 
Mstep: Class 38 contains 1846 members 
Mstep: Class 39 contains 9305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751424.000000 Penalty: 88477.945312
Iteration 348Q: 40 clusters Score -1.417514e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 7982 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 17019 members 
Mstep: Class 5 contains 54090 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95607 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102534 members 
Mstep: Class 15 contains 109593 members 
Mstep: Class 16 contains 42516 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 103966 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63143 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14099 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119573 members 
Mstep: Class 29 contains 124676 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6423 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112226 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12441 members 
Mstep: Class 38 contains 1849 members 
Mstep: Class 39 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751456.000000 Penalty: 88477.945312
Iteration 349Q: 40 clusters Score -1.417515e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 7985 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 17003 members 
Mstep: Class 5 contains 54077 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95610 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102547 members 
Mstep: Class 15 contains 109616 members 
Mstep: Class 16 contains 42518 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 103962 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63136 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14098 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119543 members 
Mstep: Class 29 contains 124663 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6423 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112240 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12440 members 
Mstep: Class 38 contains 1852 members 
Mstep: Class 39 contains 9444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751520.000000 Penalty: 88477.945312
Iteration 350Q: 40 clusters Score -1.417515e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 16987 members 
Mstep: Class 5 contains 54061 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95619 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 102549 members 
Mstep: Class 15 contains 109646 members 
Mstep: Class 16 contains 42521 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8677 members 
Mstep: Class 19 contains 103961 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63127 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14100 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119514 members 
Mstep: Class 29 contains 124658 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112229 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12444 members 
Mstep: Class 38 contains 1854 members 
Mstep: Class 39 contains 9502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751472.000000 Penalty: 88477.945312
Iteration 351Q: 40 clusters Score -1.417515e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 16980 members 
Mstep: Class 5 contains 54056 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95623 members 
Mstep: Class 10 contains 26009 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6543 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102553 members 
Mstep: Class 15 contains 109651 members 
Mstep: Class 16 contains 42515 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 103933 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63115 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14098 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119503 members 
Mstep: Class 29 contains 124669 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6428 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112238 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12441 members 
Mstep: Class 38 contains 1857 members 
Mstep: Class 39 contains 9559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 88477.945312
Iteration 352Q: 40 clusters Score -1.417516e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 16967 members 
Mstep: Class 5 contains 54051 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95623 members 
Mstep: Class 10 contains 26009 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6542 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102563 members 
Mstep: Class 15 contains 109646 members 
Mstep: Class 16 contains 42509 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 103919 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63108 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14096 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119495 members 
Mstep: Class 29 contains 124663 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112244 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12441 members 
Mstep: Class 38 contains 1859 members 
Mstep: Class 39 contains 9619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751696.000000 Penalty: 88477.945312
Iteration 353Q: 40 clusters Score -1.417517e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 7987 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16955 members 
Mstep: Class 5 contains 54044 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95626 members 
Mstep: Class 10 contains 26008 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102574 members 
Mstep: Class 15 contains 109636 members 
Mstep: Class 16 contains 42502 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8614 members 
Mstep: Class 19 contains 103897 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63101 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119496 members 
Mstep: Class 29 contains 124677 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6432 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112248 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12439 members 
Mstep: Class 38 contains 1867 members 
Mstep: Class 39 contains 9683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751680.000000 Penalty: 88477.945312
Iteration 354Q: 40 clusters Score -1.417517e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 7987 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16947 members 
Mstep: Class 5 contains 54034 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95644 members 
Mstep: Class 10 contains 26022 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102581 members 
Mstep: Class 15 contains 109625 members 
Mstep: Class 16 contains 42494 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8578 members 
Mstep: Class 19 contains 103883 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63095 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119495 members 
Mstep: Class 29 contains 124672 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112245 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12441 members 
Mstep: Class 38 contains 1872 members 
Mstep: Class 39 contains 9742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751520.000000 Penalty: 88477.945312
Iteration 355Q: 40 clusters Score -1.417515e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16940 members 
Mstep: Class 5 contains 54032 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95654 members 
Mstep: Class 10 contains 26036 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102583 members 
Mstep: Class 15 contains 109623 members 
Mstep: Class 16 contains 42482 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 103869 members 
Mstep: Class 20 contains 4954 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63090 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14096 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119502 members 
Mstep: Class 29 contains 124670 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112232 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12442 members 
Mstep: Class 38 contains 1875 members 
Mstep: Class 39 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751760.000000 Penalty: 88477.945312
Iteration 356Q: 40 clusters Score -1.417518e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16929 members 
Mstep: Class 5 contains 54039 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95652 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6547 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102592 members 
Mstep: Class 15 contains 109619 members 
Mstep: Class 16 contains 42467 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8518 members 
Mstep: Class 19 contains 103869 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63088 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14096 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119490 members 
Mstep: Class 29 contains 124662 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6441 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112227 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12444 members 
Mstep: Class 38 contains 1876 members 
Mstep: Class 39 contains 9864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751680.000000 Penalty: 88477.945312
Iteration 357Q: 40 clusters Score -1.417517e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 16918 members 
Mstep: Class 5 contains 54040 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95634 members 
Mstep: Class 10 contains 26056 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6551 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102597 members 
Mstep: Class 15 contains 109628 members 
Mstep: Class 16 contains 42450 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8492 members 
Mstep: Class 19 contains 103873 members 
Mstep: Class 20 contains 4921 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63083 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14096 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119491 members 
Mstep: Class 29 contains 124651 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112218 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12446 members 
Mstep: Class 38 contains 1877 members 
Mstep: Class 39 contains 9931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751760.000000 Penalty: 88477.945312
Iteration 358Q: 40 clusters Score -1.417518e+08 nChanged 442
Entering ConstructFrom: 
Score: -141751760.000000 Penalty: 88477.945312
Entering ConstructFrom: 
Trying to split cluster 1 (75987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Entering Unmasked Estep 
Score: -9604216.000000 Penalty: 1826.226562
	Iteration 0F: 2 clusters Score -9604216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -9553728.000000 Penalty: 3652.453125
	Iteration 0F: 3 clusters Score -9553728 nChanged 36161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -9574418.000000 Penalty: 3652.453125
	Iteration 1F: 3 clusters Score -9574418 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -9575572.000000 Penalty: 3652.453125
	Iteration 2Q: 3 clusters Score -9575572 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -9577760.000000 Penalty: 3652.453125
	Iteration 3F: 3 clusters Score -9577760 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -9581502.000000 Penalty: 3652.453125
	Iteration 4F: 3 clusters Score -9581502 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -9586998.000000 Penalty: 3652.453125
	Iteration 5F: 3 clusters Score -9586998 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -9592985.000000 Penalty: 3652.453125
	Iteration 6F: 3 clusters Score -9592985 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -9597542.000000 Penalty: 3652.453125
	Iteration 7F: 3 clusters Score -9597542 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -9600012.000000 Penalty: 3652.453125
	Iteration 8Q: 3 clusters Score -9600012 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -9601218.000000 Penalty: 3652.453125
	Iteration 9Q: 3 clusters Score -9601218 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -9601781.000000 Penalty: 3652.453125
	Iteration 10Q: 3 clusters Score -9601781 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -9602099.000000 Penalty: 3652.453125
	Iteration 11Q: 3 clusters Score -9602099 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -9602300.000000 Penalty: 3652.453125
	Iteration 12Q: 3 clusters Score -9602300 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -9602476.000000 Penalty: 3652.453125
	Iteration 13Q: 3 clusters Score -9602476 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -9602553.000000 Penalty: 3652.453125
	Iteration 14Q: 3 clusters Score -9602553 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -9602659.000000 Penalty: 3652.453125
	Iteration 15Q: 3 clusters Score -9602659 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -9602699.000000 Penalty: 3652.453125
	Iteration 16Q: 3 clusters Score -9602699 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -9602756.000000 Penalty: 3652.453125
	Iteration 17Q: 3 clusters Score -9602756 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -9602775.000000 Penalty: 3652.453125
	Iteration 18Q: 3 clusters Score -9602775 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9602826.000000 Penalty: 3652.453125
	Iteration 19Q: 3 clusters Score -9602826 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -9602845.000000 Penalty: 3652.453125
	Iteration 20F: 3 clusters Score -9602845 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -9602904.000000 Penalty: 3652.453125
	Iteration 21Q: 3 clusters Score -9602904 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -9602957.000000 Penalty: 3652.453125
	Iteration 22Q: 3 clusters Score -9602957 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9602983.000000 Penalty: 3652.453125
	Iteration 23Q: 3 clusters Score -9602983 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9603044.000000 Penalty: 3652.453125
	Iteration 24Q: 3 clusters Score -9603044 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -9603063.000000 Penalty: 3652.453125
	Iteration 25Q: 3 clusters Score -9603063 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -9603101.000000 Penalty: 3652.453125
	Iteration 26Q: 3 clusters Score -9603101 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9603151.000000 Penalty: 3652.453125
	Iteration 27Q: 3 clusters Score -9603151 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -9603156.000000 Penalty: 3652.453125
	Iteration 28Q: 3 clusters Score -9603156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9603184.000000 Penalty: 3652.453125
	Iteration 29Q: 3 clusters Score -9603184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -9603175.000000 Penalty: 3652.453125
	Iteration 30Q: 3 clusters Score -9603175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9603178.000000 Penalty: 3652.453125
	Iteration 31Q: 3 clusters Score -9603178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9603172.000000 Penalty: 3652.453125
	Iteration 32Q: 3 clusters Score -9603172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9603164.000000 Penalty: 3652.453125
	Iteration 33Q: 3 clusters Score -9603164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -9603187.000000 Penalty: 3652.453125
	Iteration 34Q: 3 clusters Score -9603187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9603203.000000 Penalty: 3652.453125
	Iteration 35Q: 3 clusters Score -9603203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -9603210.000000 Penalty: 3652.453125
	Iteration 36Q: 3 clusters Score -9603210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -9603199.000000 Penalty: 3652.453125
	Iteration 37Q: 3 clusters Score -9603199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9603193.000000 Penalty: 3652.453125
	Iteration 38Q: 3 clusters Score -9603193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9603198.000000 Penalty: 3652.453125
	Iteration 39Q: 3 clusters Score -9603198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9603207.000000 Penalty: 3652.453125
	Iteration 40F: 3 clusters Score -9603207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9603224.000000 Penalty: 3652.453125
	Iteration 41Q: 3 clusters Score -9603224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9603227.000000 Penalty: 3652.453125
	Iteration 42Q: 3 clusters Score -9603227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9603228.000000 Penalty: 3652.453125
	Iteration 43Q: 3 clusters Score -9603228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9603229.000000 Penalty: 3652.453125
	Iteration 44Q: 3 clusters Score -9603229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9603231.000000 Penalty: 3652.453125
	Iteration 45Q: 3 clusters Score -9603231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9603231.000000 Penalty: 3652.453125
	Iteration 46Q: 3 clusters Score -9603231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9603234.000000 Penalty: 3652.453125
	Iteration 47Q: 3 clusters Score -9603234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9603229.000000 Penalty: 3652.453125
	Iteration 48Q: 3 clusters Score -9603229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9603239.000000 Penalty: 3652.453125
	Iteration 49Q: 3 clusters Score -9603239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9603244.000000 Penalty: 3652.453125
	Iteration 50Q: 3 clusters Score -9603244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9603233.000000 Penalty: 3652.453125
	Iteration 51Q: 3 clusters Score -9603233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9603237.000000 Penalty: 3652.453125
	Iteration 52Q: 3 clusters Score -9603237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9603235.000000 Penalty: 3652.453125
	Iteration 53Q: 3 clusters Score -9603235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9603237.000000 Penalty: 3652.453125
	Iteration 54Q: 3 clusters Score -9603237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9603248.000000 Penalty: 3652.453125
	Iteration 55Q: 3 clusters Score -9603248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9603265.000000 Penalty: 3652.453125
	Iteration 56Q: 3 clusters Score -9603265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9603267.000000 Penalty: 3652.453125
	Iteration 57Q: 3 clusters Score -9603267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9603276.000000 Penalty: 3652.453125
	Iteration 58Q: 3 clusters Score -9603276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9603274.000000 Penalty: 3652.453125
	Iteration 59Q: 3 clusters Score -9603274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9603285.000000 Penalty: 3652.453125
	Iteration 60F: 3 clusters Score -9603285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9603277.000000 Penalty: 3652.453125
	Iteration 61Q: 3 clusters Score -9603277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9603274.000000 Penalty: 3652.453125
	Iteration 62Q: 3 clusters Score -9603274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9603273.000000 Penalty: 3652.453125
	Iteration 63Q: 3 clusters Score -9603273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -9603281.000000 Penalty: 3652.453125
	Iteration 64Q: 3 clusters Score -9603281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9603281.000000 Penalty: 3652.453125
	Iteration 65Q: 3 clusters Score -9603281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9603284.000000 Penalty: 3652.453125
	Iteration 66Q: 3 clusters Score -9603284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -9603283.000000 Penalty: 3652.453125
	Iteration 67Q: 3 clusters Score -9603283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9603286.000000 Penalty: 3652.453125
	Iteration 68Q: 3 clusters Score -9603286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9603287.000000 Penalty: 3652.453125
	Iteration 69Q: 3 clusters Score -9603287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9603292.000000 Penalty: 3652.453125
	Iteration 70Q: 3 clusters Score -9603292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9603288.000000 Penalty: 3652.453125
	Iteration 71Q: 3 clusters Score -9603288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9603292.000000 Penalty: 3652.453125
	Iteration 72Q: 3 clusters Score -9603292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9603292.000000 Penalty: 3652.453125
	Iteration 73F: 3 clusters Score -9603292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -994364.812500 Penalty: 1460.175537
	Iteration 0F: 2 clusters Score -994364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -988446.937500 Penalty: 2920.351074
	Iteration 0F: 3 clusters Score -988446.9 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -990281.375000 Penalty: 2920.351074
	Iteration 1F: 3 clusters Score -990281.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -990508.250000 Penalty: 2920.351074
	Iteration 2F: 3 clusters Score -990508.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -990663.750000 Penalty: 2920.351074
	Iteration 3Q: 3 clusters Score -990663.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -990797.937500 Penalty: 2920.351074
	Iteration 4Q: 3 clusters Score -990797.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -990932.312500 Penalty: 2920.351074
	Iteration 5Q: 3 clusters Score -990932.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -991059.875000 Penalty: 2920.351074
	Iteration 6Q: 3 clusters Score -991059.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -991212.187500 Penalty: 2920.351074
	Iteration 7Q: 3 clusters Score -991212.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -991416.000000 Penalty: 2920.351074
	Iteration 8Q: 3 clusters Score -991416 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -991636.625000 Penalty: 2920.351074
	Iteration 9Q: 3 clusters Score -991636.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -991884.062500 Penalty: 2920.351074
	Iteration 10Q: 3 clusters Score -991884.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -992140.250000 Penalty: 2920.351074
	Iteration 11Q: 3 clusters Score -992140.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -992374.250000 Penalty: 2920.351074
	Iteration 12Q: 3 clusters Score -992374.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -992533.187500 Penalty: 2920.351074
	Iteration 13Q: 3 clusters Score -992533.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -992665.812500 Penalty: 2920.351074
	Iteration 14Q: 3 clusters Score -992665.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -992761.312500 Penalty: 2920.351074
	Iteration 15Q: 3 clusters Score -992761.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -992841.812500 Penalty: 2920.351074
	Iteration 16Q: 3 clusters Score -992841.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -992885.062500 Penalty: 2920.351074
	Iteration 17Q: 3 clusters Score -992885.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -992914.187500 Penalty: 2920.351074
	Iteration 18Q: 3 clusters Score -992914.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -992943.375000 Penalty: 2920.351074
	Iteration 19Q: 3 clusters Score -992943.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -992962.687500 Penalty: 2920.351074
	Iteration 20F: 3 clusters Score -992962.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -992974.312500 Penalty: 2920.351074
	Iteration 21Q: 3 clusters Score -992974.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -992986.812500 Penalty: 2920.351074
	Iteration 22Q: 3 clusters Score -992986.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -993000.687500 Penalty: 2920.351074
	Iteration 23Q: 3 clusters Score -993000.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -993015.000000 Penalty: 2920.351074
	Iteration 24Q: 3 clusters Score -993015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -993025.000000 Penalty: 2920.351074
	Iteration 25Q: 3 clusters Score -993025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -993028.625000 Penalty: 2920.351074
	Iteration 26Q: 3 clusters Score -993028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -993035.562500 Penalty: 2920.351074
	Iteration 27Q: 3 clusters Score -993035.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -993042.812500 Penalty: 2920.351074
	Iteration 28Q: 3 clusters Score -993042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -993046.937500 Penalty: 2920.351074
	Iteration 29Q: 3 clusters Score -993046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -993054.125000 Penalty: 2920.351074
	Iteration 30Q: 3 clusters Score -993054.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -993060.187500 Penalty: 2920.351074
	Iteration 31Q: 3 clusters Score -993060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -993065.812500 Penalty: 2920.351074
	Iteration 32Q: 3 clusters Score -993065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -993074.375000 Penalty: 2920.351074
	Iteration 33Q: 3 clusters Score -993074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -993078.125000 Penalty: 2920.351074
	Iteration 34Q: 3 clusters Score -993078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -993086.812500 Penalty: 2920.351074
	Iteration 35Q: 3 clusters Score -993086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -993091.625000 Penalty: 2920.351074
	Iteration 36Q: 3 clusters Score -993091.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -993097.687500 Penalty: 2920.351074
	Iteration 37Q: 3 clusters Score -993097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -993100.375000 Penalty: 2920.351074
	Iteration 38Q: 3 clusters Score -993100.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -993102.500000 Penalty: 2920.351074
	Iteration 39Q: 3 clusters Score -993102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -993103.500000 Penalty: 2920.351074
	Iteration 40F: 3 clusters Score -993103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -993104.000000 Penalty: 2920.351074
	Iteration 41Q: 3 clusters Score -993104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -993104.000000 Penalty: 2920.351074
	Iteration 42F: 3 clusters Score -993104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -187915.437500 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -187915.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186065.765625 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -186065.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -186721.875000 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -186721.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -187132.312500 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -187132.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -187418.843750 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -187418.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -187567.546875 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -187567.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -187631.609375 Penalty: 2411.882568
	Iteration 5Q: 3 clusters Score -187631.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187661.953125 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -187662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -187677.546875 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -187677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187684.125000 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -187684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187688.781250 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -187688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -187695.031250 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -187695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -187696.093750 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -187696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187700.093750 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -187700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -187706.312500 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -187706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -187707.734375 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -187707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -187707.734375 Penalty: 2411.882568
	Iteration 15F: 3 clusters Score -187707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Entering Unmasked Estep 
Score: -2069411.000000 Penalty: 1582.025635
	Iteration 0F: 2 clusters Score -2069411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2057825 nChanged 7580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2062969 nChanged 917
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2063461 nChanged 911
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2063951 nChanged 892
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2064456 nChanged 879
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Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2066501 nChanged 465
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Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2066978 nChanged 184
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Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2067029 nChanged 173
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Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2067064 nChanged 144
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Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2067100 nChanged 133
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Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2067118 nChanged 106
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2067148.625000 Penalty: 3164.051270
	Iteration 20F: 3 clusters Score -2067149 nChanged 108
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Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2067170 nChanged 79
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Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2067179 nChanged 69
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Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2067188 nChanged 65
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Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2067200 nChanged 46
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Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2067206 nChanged 39
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Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2067207 nChanged 32
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Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2067208 nChanged 31
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2067210 nChanged 28
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Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2067210 nChanged 26
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Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2067213 nChanged 19
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Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2067212 nChanged 16
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Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2067212 nChanged 23
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Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2067225 nChanged 22
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Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2067230 nChanged 26
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Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2067227 nChanged 38
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Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2067234 nChanged 36
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Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2067236 nChanged 45
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Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2067246 nChanged 39
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2067248 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2067254.375000 Penalty: 3164.051270
	Iteration 40F: 3 clusters Score -2067254 nChanged 32
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Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2067257 nChanged 36
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Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2067261.250000 Penalty: 3164.051270
	Iteration 42Q: 3 clusters Score -2067261 nChanged 32
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Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2067264 nChanged 25
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Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2067268 nChanged 29
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Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2067272.000000 Penalty: 3164.051270
	Iteration 45Q: 3 clusters Score -2067272 nChanged 25
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Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2067267 nChanged 15
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2067268 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2067272 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2067276 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2067276 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2067276 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2067276 nChanged 6
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Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2067278.750000 Penalty: 3164.051270
	Iteration 53Q: 3 clusters Score -2067279 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9039 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2067278 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2067276 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2067278 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2067281.625000 Penalty: 3164.051270
	Iteration 57Q: 3 clusters Score -2067282 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2067283 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7811 members 
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	Iteration 59Q: 3 clusters Score -2067282 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2067284 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2067283 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2067283 nChanged 4
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Mstep: Class 1 contains 9110 members 
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	Iteration 63Q: 3 clusters Score -2067284 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9111 members 
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	Iteration 64Q: 3 clusters Score -2067282 nChanged 4
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Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7795 members 
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	Iteration 65Q: 3 clusters Score -2067285 nChanged 5
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Mstep: Class 1 contains 9114 members 
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	Iteration 66Q: 3 clusters Score -2067286 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7786 members 
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	Iteration 67Q: 3 clusters Score -2067286 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7780 members 
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	Iteration 68Q: 3 clusters Score -2067286 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7777 members 
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	Iteration 69Q: 3 clusters Score -2067288 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 7771 members 
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	Iteration 70Q: 3 clusters Score -2067286 nChanged 6
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Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7765 members 
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	Iteration 71Q: 3 clusters Score -2067286 nChanged 7
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Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7758 members 
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	Iteration 72Q: 3 clusters Score -2067288 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9157 members 
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	Iteration 73Q: 3 clusters Score -2067289 nChanged 7
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Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7744 members 
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	Iteration 74Q: 3 clusters Score -2067289 nChanged 9
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Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7735 members 
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	Iteration 75Q: 3 clusters Score -2067290 nChanged 6
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Mstep: Class 1 contains 9179 members 
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	Iteration 76Q: 3 clusters Score -2067294 nChanged 2
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Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7727 members 
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	Iteration 77Q: 3 clusters Score -2067293 nChanged 4
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Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7723 members 
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	Iteration 78Q: 3 clusters Score -2067291 nChanged 5
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Mstep: Class 1 contains 9190 members 
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	Iteration 79Q: 3 clusters Score -2067290 nChanged 4
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Mstep: Class 1 contains 9194 members 
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	Iteration 80F: 3 clusters Score -2067289 nChanged 6
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Mstep: Class 1 contains 9200 members 
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	Iteration 81Q: 3 clusters Score -2067292 nChanged 11
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Mstep: Class 1 contains 9211 members 
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	Iteration 82Q: 3 clusters Score -2067293 nChanged 7
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Mstep: Class 1 contains 9218 members 
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	Iteration 83Q: 3 clusters Score -2067294 nChanged 7
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Mstep: Class 1 contains 9225 members 
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	Iteration 84Q: 3 clusters Score -2067293 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
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	Iteration 85Q: 3 clusters Score -2067298 nChanged 4
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Mstep: Class 1 contains 9229 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2067296 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7675 members 
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	Iteration 87Q: 3 clusters Score -2067298 nChanged 6
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Mstep: Class 1 contains 9237 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2067298 nChanged 7
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Mstep: Class 1 contains 9244 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2067298 nChanged 8
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Mstep: Class 1 contains 9252 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2067298 nChanged 3
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Mstep: Class 1 contains 9255 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2067297 nChanged 4
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Mstep: Class 1 contains 9259 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2067296 nChanged 4
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Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2067294.125000 Penalty: 3164.051270
	Iteration 93Q: 3 clusters Score -2067294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2067295.125000 Penalty: 3164.051270
	Iteration 94Q: 3 clusters Score -2067295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2067293.375000 Penalty: 3164.051270
	Iteration 95Q: 3 clusters Score -2067293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2067295.000000 Penalty: 3164.051270
	Iteration 96Q: 3 clusters Score -2067295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2067296.500000 Penalty: 3164.051270
	Iteration 97Q: 3 clusters Score -2067296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2067295.125000 Penalty: 3164.051270
	Iteration 98Q: 3 clusters Score -2067295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2067297.750000 Penalty: 3164.051270
	Iteration 99Q: 3 clusters Score -2067298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2067295.125000 Penalty: 3164.051270
	Iteration 100F: 3 clusters Score -2067295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2067296.500000 Penalty: 3164.051270
	Iteration 101Q: 3 clusters Score -2067296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2067300.250000 Penalty: 3164.051270
	Iteration 102Q: 3 clusters Score -2067300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2067300.500000 Penalty: 3164.051270
	Iteration 103Q: 3 clusters Score -2067300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2067302.250000 Penalty: 3164.051270
	Iteration 104Q: 3 clusters Score -2067302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2067303.875000 Penalty: 3164.051270
	Iteration 105Q: 3 clusters Score -2067304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2067312.250000 Penalty: 3164.051270
	Iteration 106Q: 3 clusters Score -2067312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2067317.250000 Penalty: 3164.051270
	Iteration 107Q: 3 clusters Score -2067317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2067327.500000 Penalty: 3164.051270
	Iteration 108Q: 3 clusters Score -2067328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2067327.875000 Penalty: 3164.051270
	Iteration 109Q: 3 clusters Score -2067328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2067328.250000 Penalty: 3164.051270
	Iteration 110Q: 3 clusters Score -2067328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2067327.875000 Penalty: 3164.051270
	Iteration 111Q: 3 clusters Score -2067328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2067328.750000 Penalty: 3164.051270
	Iteration 112Q: 3 clusters Score -2067329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2067332.625000 Penalty: 3164.051270
	Iteration 113Q: 3 clusters Score -2067333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2067331.125000 Penalty: 3164.051270
	Iteration 114Q: 3 clusters Score -2067331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2067326.125000 Penalty: 3164.051270
	Iteration 115Q: 3 clusters Score -2067326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2067326.625000 Penalty: 3164.051270
	Iteration 116Q: 3 clusters Score -2067327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2067330.750000 Penalty: 3164.051270
	Iteration 117Q: 3 clusters Score -2067331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2067325.125000 Penalty: 3164.051270
	Iteration 118Q: 3 clusters Score -2067325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2067323.375000 Penalty: 3164.051270
	Iteration 119Q: 3 clusters Score -2067323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2067327.375000 Penalty: 3164.051270
	Iteration 120F: 3 clusters Score -2067327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2067330.625000 Penalty: 3164.051270
	Iteration 121Q: 3 clusters Score -2067331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2067332.250000 Penalty: 3164.051270
	Iteration 122Q: 3 clusters Score -2067332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2067332.000000 Penalty: 3164.051270
	Iteration 123Q: 3 clusters Score -2067332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2067328.875000 Penalty: 3164.051270
	Iteration 124Q: 3 clusters Score -2067329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2067328.875000 Penalty: 3164.051270
	Iteration 125Q: 3 clusters Score -2067329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2067332.250000 Penalty: 3164.051270
	Iteration 126Q: 3 clusters Score -2067332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2067334.375000 Penalty: 3164.051270
	Iteration 127Q: 3 clusters Score -2067334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2067333.000000 Penalty: 3164.051270
	Iteration 128Q: 3 clusters Score -2067333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2067332.750000 Penalty: 3164.051270
	Iteration 129Q: 3 clusters Score -2067333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2067332.750000 Penalty: 3164.051270
	Iteration 130F: 3 clusters Score -2067333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Entering Unmasked Estep 
Score: -6834916.000000 Penalty: 1770.834473
	Iteration 0F: 2 clusters Score -6834916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -6798847.000000 Penalty: 3541.668945
	Iteration 0F: 3 clusters Score -6798847 nChanged 25237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -6813930.500000 Penalty: 3541.668945
	Iteration 1F: 3 clusters Score -6813930 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -6815180.000000 Penalty: 3541.668945
	Iteration 2F: 3 clusters Score -6815180 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -6817056.500000 Penalty: 3541.668945
	Iteration 3F: 3 clusters Score -6817056 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -6819793.500000 Penalty: 3541.668945
	Iteration 4F: 3 clusters Score -6819794 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -6823209.500000 Penalty: 3541.668945
	Iteration 5F: 3 clusters Score -6823210 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -6826728.500000 Penalty: 3541.668945
	Iteration 6F: 3 clusters Score -6826728 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -6829698.500000 Penalty: 3541.668945
	Iteration 7F: 3 clusters Score -6829698 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6831720.000000 Penalty: 3541.668945
	Iteration 8Q: 3 clusters Score -6831720 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6832654.500000 Penalty: 3541.668945
	Iteration 9Q: 3 clusters Score -6832654 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6833105.000000 Penalty: 3541.668945
	Iteration 10Q: 3 clusters Score -6833105 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6833295.000000 Penalty: 3541.668945
	Iteration 11Q: 3 clusters Score -6833295 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6833397.000000 Penalty: 3541.668945
	Iteration 12Q: 3 clusters Score -6833397 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6833446.500000 Penalty: 3541.668945
	Iteration 13Q: 3 clusters Score -6833446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6833475.500000 Penalty: 3541.668945
	Iteration 14Q: 3 clusters Score -6833476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6833486.500000 Penalty: 3541.668945
	Iteration 15Q: 3 clusters Score -6833486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6833504.500000 Penalty: 3541.668945
	Iteration 16Q: 3 clusters Score -6833504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6833516.500000 Penalty: 3541.668945
	Iteration 17Q: 3 clusters Score -6833516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6833520.000000 Penalty: 3541.668945
	Iteration 18Q: 3 clusters Score -6833520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6833516.500000 Penalty: 3541.668945
	Iteration 19Q: 3 clusters Score -6833516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6833531.500000 Penalty: 3541.668945
	Iteration 20F: 3 clusters Score -6833532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6833534.500000 Penalty: 3541.668945
	Iteration 21Q: 3 clusters Score -6833534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6833535.000000 Penalty: 3541.668945
	Iteration 22Q: 3 clusters Score -6833535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6833543.000000 Penalty: 3541.668945
	Iteration 23Q: 3 clusters Score -6833543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6833555.500000 Penalty: 3541.668945
	Iteration 24Q: 3 clusters Score -6833556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6833559.000000 Penalty: 3541.668945
	Iteration 25Q: 3 clusters Score -6833559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6833558.500000 Penalty: 3541.668945
	Iteration 26Q: 3 clusters Score -6833558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6833564.500000 Penalty: 3541.668945
	Iteration 27Q: 3 clusters Score -6833564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6833563.500000 Penalty: 3541.668945
	Iteration 28Q: 3 clusters Score -6833564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6833558.000000 Penalty: 3541.668945
	Iteration 29Q: 3 clusters Score -6833558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6833562.500000 Penalty: 3541.668945
	Iteration 30Q: 3 clusters Score -6833562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6833560.000000 Penalty: 3541.668945
	Iteration 31Q: 3 clusters Score -6833560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6833560.000000 Penalty: 3541.668945
	Iteration 32F: 3 clusters Score -6833560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -30227.417969 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -30227.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29341.650391 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -29341.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29447.730469 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -29447.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29488.355469 Penalty: 1810.950073
	Iteration 2F: 3 clusters Score -29488.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29490.615234 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -29490.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29490.615234 Penalty: 1810.950073
	Iteration 4F: 3 clusters Score -29490.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Entering Unmasked Estep 
Score: -2162995.750000 Penalty: 1588.571533
	Iteration 0F: 2 clusters Score -2162996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2150911.500000 Penalty: 3177.143066
	Iteration 0F: 3 clusters Score -2150912 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2155209.750000 Penalty: 3177.143066
	Iteration 1F: 3 clusters Score -2155210 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2155701.000000 Penalty: 3177.143066
	Iteration 2F: 3 clusters Score -2155701 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2156177.000000 Penalty: 3177.143066
	Iteration 3F: 3 clusters Score -2156177 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2156664.500000 Penalty: 3177.143066
	Iteration 4F: 3 clusters Score -2156664 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2157237.500000 Penalty: 3177.143066
	Iteration 5F: 3 clusters Score -2157238 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2157861.750000 Penalty: 3177.143066
	Iteration 6F: 3 clusters Score -2157862 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2158511.750000 Penalty: 3177.143066
	Iteration 7F: 3 clusters Score -2158512 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2159219.250000 Penalty: 3177.143066
	Iteration 8F: 3 clusters Score -2159219 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2159866.750000 Penalty: 3177.143066
	Iteration 9Q: 3 clusters Score -2159867 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2160374.000000 Penalty: 3177.143066
	Iteration 10Q: 3 clusters Score -2160374 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2160745.000000 Penalty: 3177.143066
	Iteration 11Q: 3 clusters Score -2160745 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2160985.500000 Penalty: 3177.143066
	Iteration 12Q: 3 clusters Score -2160986 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2161181.000000 Penalty: 3177.143066
	Iteration 13Q: 3 clusters Score -2161181 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2161310.500000 Penalty: 3177.143066
	Iteration 14Q: 3 clusters Score -2161310 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2161417.250000 Penalty: 3177.143066
	Iteration 15Q: 3 clusters Score -2161417 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2161491.250000 Penalty: 3177.143066
	Iteration 16Q: 3 clusters Score -2161491 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2161550.500000 Penalty: 3177.143066
	Iteration 17Q: 3 clusters Score -2161550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2161598.500000 Penalty: 3177.143066
	Iteration 18Q: 3 clusters Score -2161598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2161628.500000 Penalty: 3177.143066
	Iteration 19Q: 3 clusters Score -2161628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2161645.000000 Penalty: 3177.143066
	Iteration 20F: 3 clusters Score -2161645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2161653.000000 Penalty: 3177.143066
	Iteration 21Q: 3 clusters Score -2161653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2161668.750000 Penalty: 3177.143066
	Iteration 22Q: 3 clusters Score -2161669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2161684.750000 Penalty: 3177.143066
	Iteration 23Q: 3 clusters Score -2161685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2161691.500000 Penalty: 3177.143066
	Iteration 24Q: 3 clusters Score -2161692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2161700.500000 Penalty: 3177.143066
	Iteration 25Q: 3 clusters Score -2161700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2161705.250000 Penalty: 3177.143066
	Iteration 26Q: 3 clusters Score -2161705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2161707.500000 Penalty: 3177.143066
	Iteration 27Q: 3 clusters Score -2161708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2161710.500000 Penalty: 3177.143066
	Iteration 28Q: 3 clusters Score -2161710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2161712.500000 Penalty: 3177.143066
	Iteration 29Q: 3 clusters Score -2161712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2161712.250000 Penalty: 3177.143066
	Iteration 30Q: 3 clusters Score -2161712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2161712.250000 Penalty: 3177.143066
	Iteration 31Q: 3 clusters Score -2161712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2161711.000000 Penalty: 3177.143066
	Iteration 32Q: 3 clusters Score -2161711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2161712.750000 Penalty: 3177.143066
	Iteration 33Q: 3 clusters Score -2161713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2161714.250000 Penalty: 3177.143066
	Iteration 34Q: 3 clusters Score -2161714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2161717.500000 Penalty: 3177.143066
	Iteration 35Q: 3 clusters Score -2161718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2161718.750000 Penalty: 3177.143066
	Iteration 36Q: 3 clusters Score -2161719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2161720.500000 Penalty: 3177.143066
	Iteration 37Q: 3 clusters Score -2161720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2161720.500000 Penalty: 3177.143066
	Iteration 38F: 3 clusters Score -2161720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -391414.937500 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -391414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -388531.687500 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -388531.7 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -389387.062500 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -389387.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -389661.812500 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -389661.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -389871.718750 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -389871.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -390099.000000 Penalty: 2632.749512
	Iteration 4F: 3 clusters Score -390099 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -390424.250000 Penalty: 2632.749512
	Iteration 5F: 3 clusters Score -390424.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -390750.468750 Penalty: 2632.749512
	Iteration 6F: 3 clusters Score -390750.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -391094.281250 Penalty: 2632.749512
	Iteration 7F: 3 clusters Score -391094.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -391338.500000 Penalty: 2632.749512
	Iteration 8F: 3 clusters Score -391338.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -391478.500000 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -391478.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -391562.437500 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -391562.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -391610.656250 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -391610.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391641.812500 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -391641.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -391660.375000 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -391660.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -391673.500000 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -391673.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -391684.718750 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -391684.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -391692.343750 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -391692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -391694.593750 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -391694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -391699.781250 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -391699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -391702.562500 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -391702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -391707.187500 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -391707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -391709.000000 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -391709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -391710.250000 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -391710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -391716.218750 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -391716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -391720.875000 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -391720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -391727.218750 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -391727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -391727.718750 Penalty: 2632.749512
	Iteration 26Q: 3 clusters Score -391727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -391728.781250 Penalty: 2632.749512
	Iteration 27Q: 3 clusters Score -391728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -391730.187500 Penalty: 2632.749512
	Iteration 28Q: 3 clusters Score -391730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -391732.437500 Penalty: 2632.749512
	Iteration 29Q: 3 clusters Score -391732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -391734.062500 Penalty: 2632.749512
	Iteration 30Q: 3 clusters Score -391734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -391734.062500 Penalty: 2632.749512
	Iteration 31F: 3 clusters Score -391734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 1604 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Mstep: Class 40 contains 1693 members 
Entering Unmasked Estep 
Score: -141750992.000000 Penalty: 90746.617188
Splitting cluster 8 changes total score from -141751760.000000 to -141750992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (95631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Entering Unmasked Estep 
Score: -11831354.000000 Penalty: 1863.590942
	Iteration 0F: 2 clusters Score -1.183135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11768242.000000 Penalty: 3727.181885
	Iteration 0F: 3 clusters Score -1.176824e+07 nChanged 45793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -11795190.000000 Penalty: 3727.181885
	Iteration 1F: 3 clusters Score -1.179519e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -11796679.000000 Penalty: 3727.181885
	Iteration 2Q: 3 clusters Score -1.179668e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -11799179.000000 Penalty: 3727.181885
	Iteration 3F: 3 clusters Score -1.179918e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -11803545.000000 Penalty: 3727.181885
	Iteration 4F: 3 clusters Score -1.180354e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -11809884.000000 Penalty: 3727.181885
	Iteration 5F: 3 clusters Score -1.180988e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -11816815.000000 Penalty: 3727.181885
	Iteration 6F: 3 clusters Score -1.181682e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -11822530.000000 Penalty: 3727.181885
	Iteration 7F: 3 clusters Score -1.182253e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -11826191.000000 Penalty: 3727.181885
	Iteration 8Q: 3 clusters Score -1.182619e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -11828220.000000 Penalty: 3727.181885
	Iteration 9Q: 3 clusters Score -1.182822e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -11829171.000000 Penalty: 3727.181885
	Iteration 10Q: 3 clusters Score -1.182917e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -11829690.000000 Penalty: 3727.181885
	Iteration 11Q: 3 clusters Score -1.182969e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11830040.000000 Penalty: 3727.181885
	Iteration 12Q: 3 clusters Score -1.183004e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11830232.000000 Penalty: 3727.181885
	Iteration 13Q: 3 clusters Score -1.183023e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11830314.000000 Penalty: 3727.181885
	Iteration 14Q: 3 clusters Score -1.183031e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11830393.000000 Penalty: 3727.181885
	Iteration 15Q: 3 clusters Score -1.183039e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11830445.000000 Penalty: 3727.181885
	Iteration 16Q: 3 clusters Score -1.183044e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11830546.000000 Penalty: 3727.181885
	Iteration 17Q: 3 clusters Score -1.183055e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11830672.000000 Penalty: 3727.181885
	Iteration 18Q: 3 clusters Score -1.183067e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11830792.000000 Penalty: 3727.181885
	Iteration 19Q: 3 clusters Score -1.183079e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11830850.000000 Penalty: 3727.181885
	Iteration 20F: 3 clusters Score -1.183085e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11830902.000000 Penalty: 3727.181885
	Iteration 21Q: 3 clusters Score -1.18309e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11830917.000000 Penalty: 3727.181885
	Iteration 22Q: 3 clusters Score -1.183092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11830933.000000 Penalty: 3727.181885
	Iteration 23Q: 3 clusters Score -1.183093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11830940.000000 Penalty: 3727.181885
	Iteration 24Q: 3 clusters Score -1.183094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11830945.000000 Penalty: 3727.181885
	Iteration 25Q: 3 clusters Score -1.183094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11830958.000000 Penalty: 3727.181885
	Iteration 26Q: 3 clusters Score -1.183096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11830954.000000 Penalty: 3727.181885
	Iteration 27Q: 3 clusters Score -1.183095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -11830954.000000 Penalty: 3727.181885
	Iteration 28Q: 3 clusters Score -1.183095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11830961.000000 Penalty: 3727.181885
	Iteration 29Q: 3 clusters Score -1.183096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11830964.000000 Penalty: 3727.181885
	Iteration 30Q: 3 clusters Score -1.183096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11830978.000000 Penalty: 3727.181885
	Iteration 31Q: 3 clusters Score -1.183098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11830983.000000 Penalty: 3727.181885
	Iteration 32Q: 3 clusters Score -1.183098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11830973.000000 Penalty: 3727.181885
	Iteration 33Q: 3 clusters Score -1.183097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11830980.000000 Penalty: 3727.181885
	Iteration 34Q: 3 clusters Score -1.183098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11830974.000000 Penalty: 3727.181885
	Iteration 35Q: 3 clusters Score -1.183097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11830983.000000 Penalty: 3727.181885
	Iteration 36Q: 3 clusters Score -1.183098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11830975.000000 Penalty: 3727.181885
	Iteration 37Q: 3 clusters Score -1.183098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11830980.000000 Penalty: 3727.181885
	Iteration 38Q: 3 clusters Score -1.183098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11830980.000000 Penalty: 3727.181885
	Iteration 39F: 3 clusters Score -1.183098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Entering Unmasked Estep 
Score: -3191359.750000 Penalty: 1652.294312
	Iteration 0F: 2 clusters Score -3191360 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 13148 members 
Entering Unmasked Estep 
Score: -3173763.500000 Penalty: 3304.588623
	Iteration 0F: 3 clusters Score -3173764 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3180247.250000 Penalty: 3304.588623
	Iteration 1F: 3 clusters Score -3180247 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3180754.500000 Penalty: 3304.588623
	Iteration 2Q: 3 clusters Score -3180754 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3181438.500000 Penalty: 3304.588623
	Iteration 3F: 3 clusters Score -3181438 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3182386.500000 Penalty: 3304.588623
	Iteration 4F: 3 clusters Score -3182386 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3183703.500000 Penalty: 3304.588623
	Iteration 5F: 3 clusters Score -3183704 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3185355.500000 Penalty: 3304.588623
	Iteration 6F: 3 clusters Score -3185356 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3187174.750000 Penalty: 3304.588623
	Iteration 7F: 3 clusters Score -3187175 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3188552.000000 Penalty: 3304.588623
	Iteration 8F: 3 clusters Score -3188552 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3189350.750000 Penalty: 3304.588623
	Iteration 9Q: 3 clusters Score -3189351 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3189697.000000 Penalty: 3304.588623
	Iteration 10Q: 3 clusters Score -3189697 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3189852.500000 Penalty: 3304.588623
	Iteration 11Q: 3 clusters Score -3189852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3189944.500000 Penalty: 3304.588623
	Iteration 12Q: 3 clusters Score -3189944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3189998.000000 Penalty: 3304.588623
	Iteration 13Q: 3 clusters Score -3189998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3190012.250000 Penalty: 3304.588623
	Iteration 14Q: 3 clusters Score -3190012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3190037.500000 Penalty: 3304.588623
	Iteration 15Q: 3 clusters Score -3190038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3190051.250000 Penalty: 3304.588623
	Iteration 16Q: 3 clusters Score -3190051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3190049.250000 Penalty: 3304.588623
	Iteration 17Q: 3 clusters Score -3190049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3190053.750000 Penalty: 3304.588623
	Iteration 18Q: 3 clusters Score -3190054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3190055.000000 Penalty: 3304.588623
	Iteration 19Q: 3 clusters Score -3190055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3190058.500000 Penalty: 3304.588623
	Iteration 20F: 3 clusters Score -3190058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -61809.062500 Penalty: 1041.118042
	Iteration 0F: 2 clusters Score -61809.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60705.246094 Penalty: 2082.236084
	Iteration 0F: 3 clusters Score -60705.25 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61014.746094 Penalty: 2082.236084
	Iteration 1F: 3 clusters Score -61014.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61127.480469 Penalty: 2082.236084
	Iteration 2F: 3 clusters Score -61127.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61166.902344 Penalty: 2082.236084
	Iteration 3Q: 3 clusters Score -61166.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61190.593750 Penalty: 2082.236084
	Iteration 4Q: 3 clusters Score -61190.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61204.863281 Penalty: 2082.236084
	Iteration 5Q: 3 clusters Score -61204.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61215.718750 Penalty: 2082.236084
	Iteration 6Q: 3 clusters Score -61215.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61216.574219 Penalty: 2082.236084
	Iteration 7Q: 3 clusters Score -61216.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61218.898438 Penalty: 2082.236084
	Iteration 8Q: 3 clusters Score -61218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61218.898438 Penalty: 2082.236084
	Iteration 9F: 3 clusters Score -61218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -778303.437500 Penalty: 1427.923218
	Iteration 0F: 2 clusters Score -778303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -773417.875000 Penalty: 2855.846436
	Iteration 0F: 3 clusters Score -773417.9 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -774874.625000 Penalty: 2855.846436
	Iteration 1F: 3 clusters Score -774874.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -775169.062500 Penalty: 2855.846436
	Iteration 2F: 3 clusters Score -775169.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -775425.875000 Penalty: 2855.846436
	Iteration 3F: 3 clusters Score -775425.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -775673.687500 Penalty: 2855.846436
	Iteration 4F: 3 clusters Score -775673.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -775971.000000 Penalty: 2855.846436
	Iteration 5F: 3 clusters Score -775971 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -776226.000000 Penalty: 2855.846436
	Iteration 6F: 3 clusters Score -776226 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -776443.500000 Penalty: 2855.846436
	Iteration 7Q: 3 clusters Score -776443.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -776618.062500 Penalty: 2855.846436
	Iteration 8Q: 3 clusters Score -776618.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -776742.812500 Penalty: 2855.846436
	Iteration 9Q: 3 clusters Score -776742.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -776830.187500 Penalty: 2855.846436
	Iteration 10Q: 3 clusters Score -776830.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -776917.937500 Penalty: 2855.846436
	Iteration 11Q: 3 clusters Score -776917.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -776979.812500 Penalty: 2855.846436
	Iteration 12Q: 3 clusters Score -776979.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -777037.500000 Penalty: 2855.846436
	Iteration 13Q: 3 clusters Score -777037.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -777076.000000 Penalty: 2855.846436
	Iteration 14Q: 3 clusters Score -777076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -777110.875000 Penalty: 2855.846436
	Iteration 15Q: 3 clusters Score -777110.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -777137.750000 Penalty: 2855.846436
	Iteration 16Q: 3 clusters Score -777137.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -777162.437500 Penalty: 2855.846436
	Iteration 17Q: 3 clusters Score -777162.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -777182.562500 Penalty: 2855.846436
	Iteration 18Q: 3 clusters Score -777182.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -777207.187500 Penalty: 2855.846436
	Iteration 19Q: 3 clusters Score -777207.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -777227.000000 Penalty: 2855.846436
	Iteration 20F: 3 clusters Score -777227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -777241.125000 Penalty: 2855.846436
	Iteration 21Q: 3 clusters Score -777241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -777253.312500 Penalty: 2855.846436
	Iteration 22Q: 3 clusters Score -777253.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -777260.500000 Penalty: 2855.846436
	Iteration 23Q: 3 clusters Score -777260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -777269.687500 Penalty: 2855.846436
	Iteration 24Q: 3 clusters Score -777269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -777275.625000 Penalty: 2855.846436
	Iteration 25Q: 3 clusters Score -777275.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -777281.625000 Penalty: 2855.846436
	Iteration 26Q: 3 clusters Score -777281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -777286.687500 Penalty: 2855.846436
	Iteration 27Q: 3 clusters Score -777286.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -777290.437500 Penalty: 2855.846436
	Iteration 28Q: 3 clusters Score -777290.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -777296.062500 Penalty: 2855.846436
	Iteration 29Q: 3 clusters Score -777296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -777297.062500 Penalty: 2855.846436
	Iteration 30Q: 3 clusters Score -777297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -777299.062500 Penalty: 2855.846436
	Iteration 31Q: 3 clusters Score -777299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -777299.750000 Penalty: 2855.846436
	Iteration 32Q: 3 clusters Score -777299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -777302.187500 Penalty: 2855.846436
	Iteration 33Q: 3 clusters Score -777302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -777303.750000 Penalty: 2855.846436
	Iteration 34Q: 3 clusters Score -777303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -777306.062500 Penalty: 2855.846436
	Iteration 35Q: 3 clusters Score -777306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -777306.000000 Penalty: 2855.846436
	Iteration 36Q: 3 clusters Score -777306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -777305.437500 Penalty: 2855.846436
	Iteration 37Q: 3 clusters Score -777305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -777306.437500 Penalty: 2855.846436
	Iteration 38Q: 3 clusters Score -777306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -777308.125000 Penalty: 2855.846436
	Iteration 39Q: 3 clusters Score -777308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -777306.937500 Penalty: 2855.846436
	Iteration 40F: 3 clusters Score -777306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -777312.437500 Penalty: 2855.846436
	Iteration 41Q: 3 clusters Score -777312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -777315.937500 Penalty: 2855.846436
	Iteration 42Q: 3 clusters Score -777315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -777319.375000 Penalty: 2855.846436
	Iteration 43Q: 3 clusters Score -777319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -777325.312500 Penalty: 2855.846436
	Iteration 44Q: 3 clusters Score -777325.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -777330.625000 Penalty: 2855.846436
	Iteration 45Q: 3 clusters Score -777330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -777335.312500 Penalty: 2855.846436
	Iteration 46Q: 3 clusters Score -777335.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -777340.562500 Penalty: 2855.846436
	Iteration 47Q: 3 clusters Score -777340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -777350.687500 Penalty: 2855.846436
	Iteration 48Q: 3 clusters Score -777350.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -777363.312500 Penalty: 2855.846436
	Iteration 49Q: 3 clusters Score -777363.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -777376.187500 Penalty: 2855.846436
	Iteration 50Q: 3 clusters Score -777376.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -777388.750000 Penalty: 2855.846436
	Iteration 51Q: 3 clusters Score -777388.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -777399.937500 Penalty: 2855.846436
	Iteration 52Q: 3 clusters Score -777399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -777404.437500 Penalty: 2855.846436
	Iteration 53Q: 3 clusters Score -777404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -777408.187500 Penalty: 2855.846436
	Iteration 54Q: 3 clusters Score -777408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -777411.562500 Penalty: 2855.846436
	Iteration 55Q: 3 clusters Score -777411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -777411.375000 Penalty: 2855.846436
	Iteration 56Q: 3 clusters Score -777411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -777412.062500 Penalty: 2855.846436
	Iteration 57Q: 3 clusters Score -777412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -777415.562500 Penalty: 2855.846436
	Iteration 58Q: 3 clusters Score -777415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -777415.312500 Penalty: 2855.846436
	Iteration 59Q: 3 clusters Score -777415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -777415.250000 Penalty: 2855.846436
	Iteration 60F: 3 clusters Score -777415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -777415.437500 Penalty: 2855.846436
	Iteration 61Q: 3 clusters Score -777415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -777415.500000 Penalty: 2855.846436
	Iteration 62Q: 3 clusters Score -777415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -777416.375000 Penalty: 2855.846436
	Iteration 63Q: 3 clusters Score -777416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -777416.375000 Penalty: 2855.846436
	Iteration 64F: 3 clusters Score -777416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -152604.078125 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -152604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -150933.578125 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -150933.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151481.625000 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -151481.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151842.203125 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -151842.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152166.046875 Penalty: 2363.529541
	Iteration 3F: 3 clusters Score -152166 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152326.734375 Penalty: 2363.529541
	Iteration 4F: 3 clusters Score -152326.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152408.125000 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -152408.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152450.093750 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -152450.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152482.265625 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -152482.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152501.296875 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -152501.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152512.937500 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -152512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152524.531250 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -152524.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152531.328125 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -152531.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152534.109375 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -152534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152534.234375 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -152534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152535.562500 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -152535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152538.218750 Penalty: 2363.529541
	Iteration 15Q: 3 clusters Score -152538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152539.437500 Penalty: 2363.529541
	Iteration 16Q: 3 clusters Score -152539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152539.718750 Penalty: 2363.529541
	Iteration 17Q: 3 clusters Score -152539.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152539.718750 Penalty: 2363.529541
	Iteration 18F: 3 clusters Score -152539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (102601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Entering Unmasked Estep 
Score: -12914426.000000 Penalty: 1875.022949
	Iteration 0F: 2 clusters Score -1.291443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -12846829.000000 Penalty: 3750.045898
	Iteration 0F: 3 clusters Score -1.284683e+07 nChanged 49087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -12875612.000000 Penalty: 3750.045898
	Iteration 1F: 3 clusters Score -1.287561e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -12877063.000000 Penalty: 3750.045898
	Iteration 2Q: 3 clusters Score -1.287706e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -12879451.000000 Penalty: 3750.045898
	Iteration 3Q: 3 clusters Score -1.287945e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -12883040.000000 Penalty: 3750.045898
	Iteration 4F: 3 clusters Score -1.288304e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -12887987.000000 Penalty: 3750.045898
	Iteration 5F: 3 clusters Score -1.288799e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -12893975.000000 Penalty: 3750.045898
	Iteration 6F: 3 clusters Score -1.289398e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -12899212.000000 Penalty: 3750.045898
	Iteration 7F: 3 clusters Score -1.289921e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -12902778.000000 Penalty: 3750.045898
	Iteration 8F: 3 clusters Score -1.290278e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -12904730.000000 Penalty: 3750.045898
	Iteration 9Q: 3 clusters Score -1.290473e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -12905992.000000 Penalty: 3750.045898
	Iteration 10Q: 3 clusters Score -1.290599e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -12906969.000000 Penalty: 3750.045898
	Iteration 11Q: 3 clusters Score -1.290697e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -12907807.000000 Penalty: 3750.045898
	Iteration 12Q: 3 clusters Score -1.290781e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -12908483.000000 Penalty: 3750.045898
	Iteration 13Q: 3 clusters Score -1.290848e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -12909168.000000 Penalty: 3750.045898
	Iteration 14Q: 3 clusters Score -1.290917e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -12909728.000000 Penalty: 3750.045898
	Iteration 15Q: 3 clusters Score -1.290973e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -12910144.000000 Penalty: 3750.045898
	Iteration 16Q: 3 clusters Score -1.291014e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -12910462.000000 Penalty: 3750.045898
	Iteration 17Q: 3 clusters Score -1.291046e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -12910727.000000 Penalty: 3750.045898
	Iteration 18Q: 3 clusters Score -1.291073e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -12910923.000000 Penalty: 3750.045898
	Iteration 19Q: 3 clusters Score -1.291092e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -12911121.000000 Penalty: 3750.045898
	Iteration 20F: 3 clusters Score -1.291112e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -12911337.000000 Penalty: 3750.045898
	Iteration 21Q: 3 clusters Score -1.291134e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -12911500.000000 Penalty: 3750.045898
	Iteration 22Q: 3 clusters Score -1.29115e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -12911623.000000 Penalty: 3750.045898
	Iteration 23Q: 3 clusters Score -1.291162e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -12911768.000000 Penalty: 3750.045898
	Iteration 24Q: 3 clusters Score -1.291177e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -12911887.000000 Penalty: 3750.045898
	Iteration 25Q: 3 clusters Score -1.291189e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -12912001.000000 Penalty: 3750.045898
	Iteration 26Q: 3 clusters Score -1.2912e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -12912111.000000 Penalty: 3750.045898
	Iteration 27Q: 3 clusters Score -1.291211e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12912227.000000 Penalty: 3750.045898
	Iteration 28Q: 3 clusters Score -1.291223e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -12912326.000000 Penalty: 3750.045898
	Iteration 29Q: 3 clusters Score -1.291233e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -12912409.000000 Penalty: 3750.045898
	Iteration 30Q: 3 clusters Score -1.291241e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -12912403.000000 Penalty: 3750.045898
	Iteration 31Q: 3 clusters Score -1.29124e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -12912504.000000 Penalty: 3750.045898
	Iteration 32Q: 3 clusters Score -1.29125e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -12912549.000000 Penalty: 3750.045898
	Iteration 33Q: 3 clusters Score -1.291255e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -12912591.000000 Penalty: 3750.045898
	Iteration 34Q: 3 clusters Score -1.291259e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 98773 members 
Entering Unmasked Estep 
Score: -12912640.000000 Penalty: 3750.045898
	Iteration 35Q: 3 clusters Score -1.291264e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -12912649.000000 Penalty: 3750.045898
	Iteration 36Q: 3 clusters Score -1.291265e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -12912701.000000 Penalty: 3750.045898
	Iteration 37Q: 3 clusters Score -1.29127e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -12912718.000000 Penalty: 3750.045898
	Iteration 38Q: 3 clusters Score -1.291272e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -12912767.000000 Penalty: 3750.045898
	Iteration 39Q: 3 clusters Score -1.291277e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -12912814.000000 Penalty: 3750.045898
	Iteration 40F: 3 clusters Score -1.291281e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -12912870.000000 Penalty: 3750.045898
	Iteration 41Q: 3 clusters Score -1.291287e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -12912895.000000 Penalty: 3750.045898
	Iteration 42Q: 3 clusters Score -1.29129e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -12912928.000000 Penalty: 3750.045898
	Iteration 43Q: 3 clusters Score -1.291293e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -12912932.000000 Penalty: 3750.045898
	Iteration 44Q: 3 clusters Score -1.291293e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -12912959.000000 Penalty: 3750.045898
	Iteration 45Q: 3 clusters Score -1.291296e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
Score: -12912959.000000 Penalty: 3750.045898
	Iteration 46Q: 3 clusters Score -1.291296e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 100314 members 
Entering Unmasked Estep 
Score: -12912977.000000 Penalty: 3750.045898
	Iteration 47Q: 3 clusters Score -1.291298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -12912970.000000 Penalty: 3750.045898
	Iteration 48Q: 3 clusters Score -1.291297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -12912972.000000 Penalty: 3750.045898
	Iteration 49Q: 3 clusters Score -1.291297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -12913013.000000 Penalty: 3750.045898
	Iteration 50Q: 3 clusters Score -1.291301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 100479 members 
Entering Unmasked Estep 
Score: -12913024.000000 Penalty: 3750.045898
	Iteration 51Q: 3 clusters Score -1.291302e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -12913037.000000 Penalty: 3750.045898
	Iteration 52Q: 3 clusters Score -1.291304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -12913027.000000 Penalty: 3750.045898
	Iteration 53Q: 3 clusters Score -1.291303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -12913050.000000 Penalty: 3750.045898
	Iteration 54Q: 3 clusters Score -1.291305e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -12913055.000000 Penalty: 3750.045898
	Iteration 55Q: 3 clusters Score -1.291306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -12913056.000000 Penalty: 3750.045898
	Iteration 56Q: 3 clusters Score -1.291306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -12913065.000000 Penalty: 3750.045898
	Iteration 57Q: 3 clusters Score -1.291306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -12913059.000000 Penalty: 3750.045898
	Iteration 58Q: 3 clusters Score -1.291306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -12913096.000000 Penalty: 3750.045898
	Iteration 59Q: 3 clusters Score -1.29131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -12913104.000000 Penalty: 3750.045898
	Iteration 60F: 3 clusters Score -1.29131e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -12913115.000000 Penalty: 3750.045898
	Iteration 61Q: 3 clusters Score -1.291312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -12913126.000000 Penalty: 3750.045898
	Iteration 62Q: 3 clusters Score -1.291313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -12913110.000000 Penalty: 3750.045898
	Iteration 63Q: 3 clusters Score -1.291311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -12913125.000000 Penalty: 3750.045898
	Iteration 64Q: 3 clusters Score -1.291312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -12913127.000000 Penalty: 3750.045898
	Iteration 65Q: 3 clusters Score -1.291313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -12913128.000000 Penalty: 3750.045898
	Iteration 66Q: 3 clusters Score -1.291313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -12913144.000000 Penalty: 3750.045898
	Iteration 67Q: 3 clusters Score -1.291314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -12913146.000000 Penalty: 3750.045898
	Iteration 68Q: 3 clusters Score -1.291315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -12913138.000000 Penalty: 3750.045898
	Iteration 69Q: 3 clusters Score -1.291314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -12913121.000000 Penalty: 3750.045898
	Iteration 70Q: 3 clusters Score -1.291312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -12913132.000000 Penalty: 3750.045898
	Iteration 71Q: 3 clusters Score -1.291313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -12913135.000000 Penalty: 3750.045898
	Iteration 72Q: 3 clusters Score -1.291314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -12913141.000000 Penalty: 3750.045898
	Iteration 73Q: 3 clusters Score -1.291314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -12913148.000000 Penalty: 3750.045898
	Iteration 74Q: 3 clusters Score -1.291315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -12913162.000000 Penalty: 3750.045898
	Iteration 75Q: 3 clusters Score -1.291316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -12913154.000000 Penalty: 3750.045898
	Iteration 76Q: 3 clusters Score -1.291315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -12913152.000000 Penalty: 3750.045898
	Iteration 77Q: 3 clusters Score -1.291315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -12913144.000000 Penalty: 3750.045898
	Iteration 78Q: 3 clusters Score -1.291314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -12913140.000000 Penalty: 3750.045898
	Iteration 79Q: 3 clusters Score -1.291314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 101003 members 
Entering Unmasked Estep 
Score: -12913135.000000 Penalty: 3750.045898
	Iteration 80F: 3 clusters Score -1.291314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -12913133.000000 Penalty: 3750.045898
	Iteration 81Q: 3 clusters Score -1.291313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -12913140.000000 Penalty: 3750.045898
	Iteration 82Q: 3 clusters Score -1.291314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -12913137.000000 Penalty: 3750.045898
	Iteration 83Q: 3 clusters Score -1.291314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -12913137.000000 Penalty: 3750.045898
	Iteration 84Q: 3 clusters Score -1.291314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -12913144.000000 Penalty: 3750.045898
	Iteration 85Q: 3 clusters Score -1.291314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -12913138.000000 Penalty: 3750.045898
	Iteration 86Q: 3 clusters Score -1.291314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -12913141.000000 Penalty: 3750.045898
	Iteration 87Q: 3 clusters Score -1.291314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -12913140.000000 Penalty: 3750.045898
	Iteration 88Q: 3 clusters Score -1.291314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 101025 members 
Entering Unmasked Estep 
Score: -12913138.000000 Penalty: 3750.045898
	Iteration 89Q: 3 clusters Score -1.291314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -12913142.000000 Penalty: 3750.045898
	Iteration 90Q: 3 clusters Score -1.291314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -12913160.000000 Penalty: 3750.045898
	Iteration 91Q: 3 clusters Score -1.291316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -12913160.000000 Penalty: 3750.045898
	Iteration 92Q: 3 clusters Score -1.291316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -12913160.000000 Penalty: 3750.045898
	Iteration 93F: 3 clusters Score -1.291316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (109626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Entering Unmasked Estep 
Score: -13879753.000000 Penalty: 1885.784790
	Iteration 0F: 2 clusters Score -1.387975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -13808519.000000 Penalty: 3771.569580
	Iteration 0F: 3 clusters Score -1.380852e+07 nChanged 52539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -13838932.000000 Penalty: 3771.569580
	Iteration 1F: 3 clusters Score -1.383893e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -13840118.000000 Penalty: 3771.569580
	Iteration 2Q: 3 clusters Score -1.384012e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -13842258.000000 Penalty: 3771.569580
	Iteration 3Q: 3 clusters Score -1.384226e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -13846146.000000 Penalty: 3771.569580
	Iteration 4F: 3 clusters Score -1.384615e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -13852507.000000 Penalty: 3771.569580
	Iteration 5F: 3 clusters Score -1.385251e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -13860897.000000 Penalty: 3771.569580
	Iteration 6F: 3 clusters Score -1.38609e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -13868699.000000 Penalty: 3771.569580
	Iteration 7F: 3 clusters Score -1.38687e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -13873337.000000 Penalty: 3771.569580
	Iteration 8Q: 3 clusters Score -1.387334e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -13875833.000000 Penalty: 3771.569580
	Iteration 9Q: 3 clusters Score -1.387583e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -13876834.000000 Penalty: 3771.569580
	Iteration 10Q: 3 clusters Score -1.387683e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -13877332.000000 Penalty: 3771.569580
	Iteration 11Q: 3 clusters Score -1.387733e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -13877585.000000 Penalty: 3771.569580
	Iteration 12Q: 3 clusters Score -1.387758e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -13877890.000000 Penalty: 3771.569580
	Iteration 13Q: 3 clusters Score -1.387789e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -13878002.000000 Penalty: 3771.569580
	Iteration 14Q: 3 clusters Score -1.3878e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105406 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -13878184.000000 Penalty: 3771.569580
	Iteration 15Q: 3 clusters Score -1.387818e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -13878294.000000 Penalty: 3771.569580
	Iteration 16Q: 3 clusters Score -1.387829e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -13878428.000000 Penalty: 3771.569580
	Iteration 17Q: 3 clusters Score -1.387843e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -13878465.000000 Penalty: 3771.569580
	Iteration 18Q: 3 clusters Score -1.387846e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -13878468.000000 Penalty: 3771.569580
	Iteration 19Q: 3 clusters Score -1.387847e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13878534.000000 Penalty: 3771.569580
	Iteration 20F: 3 clusters Score -1.387853e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13878491.000000 Penalty: 3771.569580
	Iteration 21Q: 3 clusters Score -1.387849e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13878483.000000 Penalty: 3771.569580
	Iteration 22Q: 3 clusters Score -1.387848e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108308 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13878485.000000 Penalty: 3771.569580
	Iteration 23Q: 3 clusters Score -1.387848e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108430 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13878476.000000 Penalty: 3771.569580
	Iteration 24Q: 3 clusters Score -1.387848e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13878476.000000 Penalty: 3771.569580
	Iteration 25Q: 3 clusters Score -1.387848e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -13878494.000000 Penalty: 3771.569580
	Iteration 26Q: 3 clusters Score -1.387849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108663 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13878464.000000 Penalty: 3771.569580
	Iteration 27Q: 3 clusters Score -1.387846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13878461.000000 Penalty: 3771.569580
	Iteration 28Q: 3 clusters Score -1.387846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13878450.000000 Penalty: 3771.569580
	Iteration 29Q: 3 clusters Score -1.387845e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13878471.000000 Penalty: 3771.569580
	Iteration 30Q: 3 clusters Score -1.387847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13878466.000000 Penalty: 3771.569580
	Iteration 31Q: 3 clusters Score -1.387847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13878471.000000 Penalty: 3771.569580
	Iteration 32Q: 3 clusters Score -1.387847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13878476.000000 Penalty: 3771.569580
	Iteration 33Q: 3 clusters Score -1.387848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13878499.000000 Penalty: 3771.569580
	Iteration 34Q: 3 clusters Score -1.38785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13878485.000000 Penalty: 3771.569580
	Iteration 35Q: 3 clusters Score -1.387848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13878486.000000 Penalty: 3771.569580
	Iteration 36Q: 3 clusters Score -1.387849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13878495.000000 Penalty: 3771.569580
	Iteration 37Q: 3 clusters Score -1.38785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -13878499.000000 Penalty: 3771.569580
	Iteration 38Q: 3 clusters Score -1.38785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13878495.000000 Penalty: 3771.569580
	Iteration 39Q: 3 clusters Score -1.38785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108903 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13878490.000000 Penalty: 3771.569580
	Iteration 40F: 3 clusters Score -1.387849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108903 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13878501.000000 Penalty: 3771.569580
	Iteration 41Q: 3 clusters Score -1.38785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13878497.000000 Penalty: 3771.569580
	Iteration 42Q: 3 clusters Score -1.38785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13878497.000000 Penalty: 3771.569580
	Iteration 43F: 3 clusters Score -1.38785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Entering Unmasked Estep 
Score: -5377214.500000 Penalty: 1731.586548
	Iteration 0F: 2 clusters Score -5377214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5348708.500000 Penalty: 3463.173096
	Iteration 0F: 3 clusters Score -5348708 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5360189.500000 Penalty: 3463.173096
	Iteration 1F: 3 clusters Score -5360190 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -5360969.500000 Penalty: 3463.173096
	Iteration 2Q: 3 clusters Score -5360970 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5361968.500000 Penalty: 3463.173096
	Iteration 3Q: 3 clusters Score -5361968 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -5363552.000000 Penalty: 3463.173096
	Iteration 4F: 3 clusters Score -5363552 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -5365681.000000 Penalty: 3463.173096
	Iteration 5F: 3 clusters Score -5365681 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5368355.500000 Penalty: 3463.173096
	Iteration 6F: 3 clusters Score -5368356 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -5371220.500000 Penalty: 3463.173096
	Iteration 7F: 3 clusters Score -5371220 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -5373382.000000 Penalty: 3463.173096
	Iteration 8F: 3 clusters Score -5373382 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5374665.500000 Penalty: 3463.173096
	Iteration 9Q: 3 clusters Score -5374666 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5375227.000000 Penalty: 3463.173096
	Iteration 10Q: 3 clusters Score -5375227 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5375455.500000 Penalty: 3463.173096
	Iteration 11Q: 3 clusters Score -5375456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5375549.000000 Penalty: 3463.173096
	Iteration 12Q: 3 clusters Score -5375549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5375609.500000 Penalty: 3463.173096
	Iteration 13Q: 3 clusters Score -5375610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5375642.000000 Penalty: 3463.173096
	Iteration 14Q: 3 clusters Score -5375642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5375651.500000 Penalty: 3463.173096
	Iteration 15Q: 3 clusters Score -5375652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5375671.000000 Penalty: 3463.173096
	Iteration 16Q: 3 clusters Score -5375671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5375675.500000 Penalty: 3463.173096
	Iteration 17Q: 3 clusters Score -5375676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5375675.000000 Penalty: 3463.173096
	Iteration 18Q: 3 clusters Score -5375675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5375676.500000 Penalty: 3463.173096
	Iteration 19Q: 3 clusters Score -5375676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -5375675.000000 Penalty: 3463.173096
	Iteration 20F: 3 clusters Score -5375675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5375675.000000 Penalty: 3463.173096
	Iteration 21Q: 3 clusters Score -5375675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5375675.000000 Penalty: 3463.173096
	Iteration 22F: 3 clusters Score -5375675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38748.539062 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -38748.54 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 240 members 
Entering Unmasked Estep 
Score: -37761.050781 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -37761.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38093.421875 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -38093.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38392.386719 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -38392.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38598.417969 Penalty: 2011.185791
	Iteration 3F: 3 clusters Score -38598.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38766.625000 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -38766.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38826.835938 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -38826.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38874.406250 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -38874.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38915.566406 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -38915.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38933.121094 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -38933.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38933.121094 Penalty: 2011.185791
	Iteration 9F: 3 clusters Score -38933.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Mstep: Class 40 contains 208 members 
Entering Unmasked Estep 
Score: -141750576.000000 Penalty: 90746.617188
Splitting cluster 17 changes total score from -141751760.000000 to -141750576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (8464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Entering Unmasked Estep 
Score: -1044334.812500 Penalty: 1469.581299
	Iteration 0F: 2 clusters Score -1044335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1038176.750000 Penalty: 2939.162598
	Iteration 0F: 3 clusters Score -1038177 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1040144.312500 Penalty: 2939.162598
	Iteration 1F: 3 clusters Score -1040144 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1040387.562500 Penalty: 2939.162598
	Iteration 2F: 3 clusters Score -1040388 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1040612.562500 Penalty: 2939.162598
	Iteration 3F: 3 clusters Score -1040613 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1040822.250000 Penalty: 2939.162598
	Iteration 4Q: 3 clusters Score -1040822 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1041041.750000 Penalty: 2939.162598
	Iteration 5Q: 3 clusters Score -1041042 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1041291.625000 Penalty: 2939.162598
	Iteration 6Q: 3 clusters Score -1041292 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1041568.062500 Penalty: 2939.162598
	Iteration 7F: 3 clusters Score -1041568 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1041889.125000 Penalty: 2939.162598
	Iteration 8F: 3 clusters Score -1041889 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1042231.625000 Penalty: 2939.162598
	Iteration 9Q: 3 clusters Score -1042232 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1042550.750000 Penalty: 2939.162598
	Iteration 10Q: 3 clusters Score -1042551 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1042831.937500 Penalty: 2939.162598
	Iteration 11Q: 3 clusters Score -1042832 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1043078.625000 Penalty: 2939.162598
	Iteration 12Q: 3 clusters Score -1043079 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1043250.187500 Penalty: 2939.162598
	Iteration 13Q: 3 clusters Score -1043250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1043336.687500 Penalty: 2939.162598
	Iteration 14Q: 3 clusters Score -1043337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1043380.437500 Penalty: 2939.162598
	Iteration 15Q: 3 clusters Score -1043380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1043404.562500 Penalty: 2939.162598
	Iteration 16Q: 3 clusters Score -1043405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1043424.125000 Penalty: 2939.162598
	Iteration 17Q: 3 clusters Score -1043424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1043446.187500 Penalty: 2939.162598
	Iteration 18Q: 3 clusters Score -1043446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1043466.625000 Penalty: 2939.162598
	Iteration 19Q: 3 clusters Score -1043467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1043479.625000 Penalty: 2939.162598
	Iteration 20F: 3 clusters Score -1043480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1043490.937500 Penalty: 2939.162598
	Iteration 21Q: 3 clusters Score -1043491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1043501.687500 Penalty: 2939.162598
	Iteration 22Q: 3 clusters Score -1043502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1043520.625000 Penalty: 2939.162598
	Iteration 23Q: 3 clusters Score -1043521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1043532.000000 Penalty: 2939.162598
	Iteration 24Q: 3 clusters Score -1043532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1043542.062500 Penalty: 2939.162598
	Iteration 25Q: 3 clusters Score -1043542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1043552.375000 Penalty: 2939.162598
	Iteration 26Q: 3 clusters Score -1043552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1043562.375000 Penalty: 2939.162598
	Iteration 27Q: 3 clusters Score -1043562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1043578.312500 Penalty: 2939.162598
	Iteration 28Q: 3 clusters Score -1043578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1043596.312500 Penalty: 2939.162598
	Iteration 29Q: 3 clusters Score -1043596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1043608.500000 Penalty: 2939.162598
	Iteration 30Q: 3 clusters Score -1043608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1043620.375000 Penalty: 2939.162598
	Iteration 31Q: 3 clusters Score -1043620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1043626.125000 Penalty: 2939.162598
	Iteration 32Q: 3 clusters Score -1043626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1043630.812500 Penalty: 2939.162598
	Iteration 33Q: 3 clusters Score -1043631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1043633.062500 Penalty: 2939.162598
	Iteration 34Q: 3 clusters Score -1043633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1043642.000000 Penalty: 2939.162598
	Iteration 35Q: 3 clusters Score -1043642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1043649.750000 Penalty: 2939.162598
	Iteration 36Q: 3 clusters Score -1043650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1043651.875000 Penalty: 2939.162598
	Iteration 37Q: 3 clusters Score -1043652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1043653.562500 Penalty: 2939.162598
	Iteration 38Q: 3 clusters Score -1043654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1043657.500000 Penalty: 2939.162598
	Iteration 39Q: 3 clusters Score -1043658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1043661.000000 Penalty: 2939.162598
	Iteration 40F: 3 clusters Score -1043661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1043663.312500 Penalty: 2939.162598
	Iteration 41Q: 3 clusters Score -1043663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1043663.812500 Penalty: 2939.162598
	Iteration 42Q: 3 clusters Score -1043664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1043664.000000 Penalty: 2939.162598
	Iteration 43Q: 3 clusters Score -1043664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1043664.000000 Penalty: 2939.162598
	Iteration 44F: 3 clusters Score -1043664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Entering Unmasked Estep 
Score: -13169529.000000 Penalty: 1877.036255
	Iteration 0F: 2 clusters Score -1.316953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -13101170.000000 Penalty: 3754.072510
	Iteration 0F: 3 clusters Score -1.310117e+07 nChanged 49721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -13129754.000000 Penalty: 3754.072510
	Iteration 1F: 3 clusters Score -1.312975e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -13130317.000000 Penalty: 3754.072510
	Iteration 2Q: 3 clusters Score -1.313032e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -13130940.000000 Penalty: 3754.072510
	Iteration 3Q: 3 clusters Score -1.313094e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -13131629.000000 Penalty: 3754.072510
	Iteration 4Q: 3 clusters Score -1.313163e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -13132372.000000 Penalty: 3754.072510
	Iteration 5Q: 3 clusters Score -1.313237e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -13133202.000000 Penalty: 3754.072510
	Iteration 6Q: 3 clusters Score -1.31332e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -13134439.000000 Penalty: 3754.072510
	Iteration 7Q: 3 clusters Score -1.313444e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -13136242.000000 Penalty: 3754.072510
	Iteration 8Q: 3 clusters Score -1.313624e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -13139179.000000 Penalty: 3754.072510
	Iteration 9Q: 3 clusters Score -1.313918e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -13143421.000000 Penalty: 3754.072510
	Iteration 10F: 3 clusters Score -1.314342e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -13148301.000000 Penalty: 3754.072510
	Iteration 11F: 3 clusters Score -1.31483e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -13152308.000000 Penalty: 3754.072510
	Iteration 12F: 3 clusters Score -1.315231e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -13154628.000000 Penalty: 3754.072510
	Iteration 13Q: 3 clusters Score -1.315463e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -13155961.000000 Penalty: 3754.072510
	Iteration 14Q: 3 clusters Score -1.315596e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -13156808.000000 Penalty: 3754.072510
	Iteration 15Q: 3 clusters Score -1.315681e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -13157674.000000 Penalty: 3754.072510
	Iteration 16Q: 3 clusters Score -1.315767e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -13158442.000000 Penalty: 3754.072510
	Iteration 17Q: 3 clusters Score -1.315844e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -13159199.000000 Penalty: 3754.072510
	Iteration 18Q: 3 clusters Score -1.31592e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -13159864.000000 Penalty: 3754.072510
	Iteration 19Q: 3 clusters Score -1.315986e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -13160595.000000 Penalty: 3754.072510
	Iteration 20F: 3 clusters Score -1.31606e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -13161306.000000 Penalty: 3754.072510
	Iteration 21Q: 3 clusters Score -1.316131e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -13162046.000000 Penalty: 3754.072510
	Iteration 22Q: 3 clusters Score -1.316205e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -13162780.000000 Penalty: 3754.072510
	Iteration 23Q: 3 clusters Score -1.316278e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -13163413.000000 Penalty: 3754.072510
	Iteration 24Q: 3 clusters Score -1.316341e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -13164078.000000 Penalty: 3754.072510
	Iteration 25Q: 3 clusters Score -1.316408e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -13164638.000000 Penalty: 3754.072510
	Iteration 26Q: 3 clusters Score -1.316464e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -13165085.000000 Penalty: 3754.072510
	Iteration 27Q: 3 clusters Score -1.316508e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -13165587.000000 Penalty: 3754.072510
	Iteration 28Q: 3 clusters Score -1.316559e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 98430 members 
Entering Unmasked Estep 
Score: -13165974.000000 Penalty: 3754.072510
	Iteration 29Q: 3 clusters Score -1.316597e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -13166385.000000 Penalty: 3754.072510
	Iteration 30Q: 3 clusters Score -1.316638e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
Score: -13166702.000000 Penalty: 3754.072510
	Iteration 31Q: 3 clusters Score -1.31667e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -13166910.000000 Penalty: 3754.072510
	Iteration 32Q: 3 clusters Score -1.316691e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -13167082.000000 Penalty: 3754.072510
	Iteration 33Q: 3 clusters Score -1.316708e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -13167237.000000 Penalty: 3754.072510
	Iteration 34Q: 3 clusters Score -1.316724e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -13167386.000000 Penalty: 3754.072510
	Iteration 35Q: 3 clusters Score -1.316739e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -13167479.000000 Penalty: 3754.072510
	Iteration 36Q: 3 clusters Score -1.316748e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -13167561.000000 Penalty: 3754.072510
	Iteration 37Q: 3 clusters Score -1.316756e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -13167606.000000 Penalty: 3754.072510
	Iteration 38Q: 3 clusters Score -1.316761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 101999 members 
Entering Unmasked Estep 
Score: -13167694.000000 Penalty: 3754.072510
	Iteration 39Q: 3 clusters Score -1.316769e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -13167747.000000 Penalty: 3754.072510
	Iteration 40F: 3 clusters Score -1.316775e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
Score: -13167774.000000 Penalty: 3754.072510
	Iteration 41Q: 3 clusters Score -1.316777e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -13167792.000000 Penalty: 3754.072510
	Iteration 42Q: 3 clusters Score -1.316779e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -13167809.000000 Penalty: 3754.072510
	Iteration 43Q: 3 clusters Score -1.316781e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -13167855.000000 Penalty: 3754.072510
	Iteration 44Q: 3 clusters Score -1.316786e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -13167866.000000 Penalty: 3754.072510
	Iteration 45Q: 3 clusters Score -1.316787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -13167896.000000 Penalty: 3754.072510
	Iteration 46Q: 3 clusters Score -1.31679e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -13167897.000000 Penalty: 3754.072510
	Iteration 47Q: 3 clusters Score -1.31679e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -13167933.000000 Penalty: 3754.072510
	Iteration 48Q: 3 clusters Score -1.316793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -13167956.000000 Penalty: 3754.072510
	Iteration 49Q: 3 clusters Score -1.316796e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -13167980.000000 Penalty: 3754.072510
	Iteration 50Q: 3 clusters Score -1.316798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -13167992.000000 Penalty: 3754.072510
	Iteration 51Q: 3 clusters Score -1.316799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -13167991.000000 Penalty: 3754.072510
	Iteration 52Q: 3 clusters Score -1.316799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -13168009.000000 Penalty: 3754.072510
	Iteration 53Q: 3 clusters Score -1.316801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 102658 members 
Entering Unmasked Estep 
Score: -13168001.000000 Penalty: 3754.072510
	Iteration 54Q: 3 clusters Score -1.3168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -13168011.000000 Penalty: 3754.072510
	Iteration 55Q: 3 clusters Score -1.316801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -13168012.000000 Penalty: 3754.072510
	Iteration 56Q: 3 clusters Score -1.316801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -13168008.000000 Penalty: 3754.072510
	Iteration 57Q: 3 clusters Score -1.316801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -13168013.000000 Penalty: 3754.072510
	Iteration 58Q: 3 clusters Score -1.316801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -13168016.000000 Penalty: 3754.072510
	Iteration 59Q: 3 clusters Score -1.316802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 102702 members 
Entering Unmasked Estep 
Score: -13168016.000000 Penalty: 3754.072510
	Iteration 60F: 3 clusters Score -1.316802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -13168017.000000 Penalty: 3754.072510
	Iteration 61Q: 3 clusters Score -1.316802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -13168011.000000 Penalty: 3754.072510
	Iteration 62Q: 3 clusters Score -1.316801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -13168018.000000 Penalty: 3754.072510
	Iteration 63Q: 3 clusters Score -1.316802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -13168023.000000 Penalty: 3754.072510
	Iteration 64Q: 3 clusters Score -1.316802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -13168028.000000 Penalty: 3754.072510
	Iteration 65Q: 3 clusters Score -1.316803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -13168017.000000 Penalty: 3754.072510
	Iteration 66Q: 3 clusters Score -1.316802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -13168011.000000 Penalty: 3754.072510
	Iteration 67Q: 3 clusters Score -1.316801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -13168026.000000 Penalty: 3754.072510
	Iteration 68Q: 3 clusters Score -1.316803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -13168024.000000 Penalty: 3754.072510
	Iteration 69Q: 3 clusters Score -1.316802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -13168027.000000 Penalty: 3754.072510
	Iteration 70Q: 3 clusters Score -1.316803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -13168037.000000 Penalty: 3754.072510
	Iteration 71Q: 3 clusters Score -1.316804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -13168046.000000 Penalty: 3754.072510
	Iteration 72Q: 3 clusters Score -1.316805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -13168045.000000 Penalty: 3754.072510
	Iteration 73Q: 3 clusters Score -1.316804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -13168037.000000 Penalty: 3754.072510
	Iteration 74Q: 3 clusters Score -1.316804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -13168044.000000 Penalty: 3754.072510
	Iteration 75Q: 3 clusters Score -1.316804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 102770 members 
Entering Unmasked Estep 
Score: -13168039.000000 Penalty: 3754.072510
	Iteration 76Q: 3 clusters Score -1.316804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 102770 members 
Entering Unmasked Estep 
Score: -13168044.000000 Penalty: 3754.072510
	Iteration 77Q: 3 clusters Score -1.316804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -13168042.000000 Penalty: 3754.072510
	Iteration 78Q: 3 clusters Score -1.316804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -13168045.000000 Penalty: 3754.072510
	Iteration 79Q: 3 clusters Score -1.316804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -13168046.000000 Penalty: 3754.072510
	Iteration 80F: 3 clusters Score -1.316805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -13168047.000000 Penalty: 3754.072510
	Iteration 81Q: 3 clusters Score -1.316805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -13168039.000000 Penalty: 3754.072510
	Iteration 82Q: 3 clusters Score -1.316804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -13168034.000000 Penalty: 3754.072510
	Iteration 83Q: 3 clusters Score -1.316803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -13168032.000000 Penalty: 3754.072510
	Iteration 84Q: 3 clusters Score -1.316803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -13168031.000000 Penalty: 3754.072510
	Iteration 85Q: 3 clusters Score -1.316803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -13168031.000000 Penalty: 3754.072510
	Iteration 86F: 3 clusters Score -1.316803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -592718.750000 Penalty: 1381.092285
	Iteration 0F: 2 clusters Score -592718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -588809.687500 Penalty: 2762.184570
	Iteration 0F: 3 clusters Score -588809.7 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -589814.812500 Penalty: 2762.184570
	Iteration 1F: 3 clusters Score -589814.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -589981.812500 Penalty: 2762.184570
	Iteration 2F: 3 clusters Score -589981.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -590087.437500 Penalty: 2762.184570
	Iteration 3Q: 3 clusters Score -590087.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -590176.125000 Penalty: 2762.184570
	Iteration 4Q: 3 clusters Score -590176.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -590242.812500 Penalty: 2762.184570
	Iteration 5Q: 3 clusters Score -590242.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -590294.437500 Penalty: 2762.184570
	Iteration 6Q: 3 clusters Score -590294.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -590337.312500 Penalty: 2762.184570
	Iteration 7Q: 3 clusters Score -590337.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -590376.062500 Penalty: 2762.184570
	Iteration 8Q: 3 clusters Score -590376.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -590417.312500 Penalty: 2762.184570
	Iteration 9Q: 3 clusters Score -590417.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -590473.000000 Penalty: 2762.184570
	Iteration 10Q: 3 clusters Score -590473 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590541.812500 Penalty: 2762.184570
	Iteration 11Q: 3 clusters Score -590541.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -590626.375000 Penalty: 2762.184570
	Iteration 12Q: 3 clusters Score -590626.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -590732.062500 Penalty: 2762.184570
	Iteration 13Q: 3 clusters Score -590732.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -590851.437500 Penalty: 2762.184570
	Iteration 14Q: 3 clusters Score -590851.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -590964.000000 Penalty: 2762.184570
	Iteration 15Q: 3 clusters Score -590964 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -591065.625000 Penalty: 2762.184570
	Iteration 16Q: 3 clusters Score -591065.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -591166.312500 Penalty: 2762.184570
	Iteration 17Q: 3 clusters Score -591166.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -591253.250000 Penalty: 2762.184570
	Iteration 18Q: 3 clusters Score -591253.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -591366.937500 Penalty: 2762.184570
	Iteration 19Q: 3 clusters Score -591366.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -591469.437500 Penalty: 2762.184570
	Iteration 20F: 3 clusters Score -591469.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -591563.750000 Penalty: 2762.184570
	Iteration 21Q: 3 clusters Score -591563.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -591644.687500 Penalty: 2762.184570
	Iteration 22Q: 3 clusters Score -591644.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -591721.375000 Penalty: 2762.184570
	Iteration 23Q: 3 clusters Score -591721.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -591761.000000 Penalty: 2762.184570
	Iteration 24Q: 3 clusters Score -591761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -591791.125000 Penalty: 2762.184570
	Iteration 25Q: 3 clusters Score -591791.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -591813.187500 Penalty: 2762.184570
	Iteration 26Q: 3 clusters Score -591813.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -591823.562500 Penalty: 2762.184570
	Iteration 27Q: 3 clusters Score -591823.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -591836.500000 Penalty: 2762.184570
	Iteration 28Q: 3 clusters Score -591836.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -591847.437500 Penalty: 2762.184570
	Iteration 29Q: 3 clusters Score -591847.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -591857.312500 Penalty: 2762.184570
	Iteration 30Q: 3 clusters Score -591857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -591862.375000 Penalty: 2762.184570
	Iteration 31Q: 3 clusters Score -591862.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -591864.687500 Penalty: 2762.184570
	Iteration 32Q: 3 clusters Score -591864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -591867.125000 Penalty: 2762.184570
	Iteration 33Q: 3 clusters Score -591867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -591872.625000 Penalty: 2762.184570
	Iteration 34Q: 3 clusters Score -591872.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -591880.125000 Penalty: 2762.184570
	Iteration 35Q: 3 clusters Score -591880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -591890.187500 Penalty: 2762.184570
	Iteration 36Q: 3 clusters Score -591890.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -591897.312500 Penalty: 2762.184570
	Iteration 37Q: 3 clusters Score -591897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -591899.062500 Penalty: 2762.184570
	Iteration 38Q: 3 clusters Score -591899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -591901.437500 Penalty: 2762.184570
	Iteration 39Q: 3 clusters Score -591901.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -591905.187500 Penalty: 2762.184570
	Iteration 40F: 3 clusters Score -591905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -591905.312500 Penalty: 2762.184570
	Iteration 41Q: 3 clusters Score -591905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -591906.500000 Penalty: 2762.184570
	Iteration 42Q: 3 clusters Score -591906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -591906.500000 Penalty: 2762.184570
	Iteration 43F: 3 clusters Score -591906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -28814.193359 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -28814.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27977.103516 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -27977.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28403.603516 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -28403.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28675.007812 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -28675.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28849.001953 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -28849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28932.378906 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -28932.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28955.460938 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -28955.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29000.193359 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -29000.19 nChanged 8
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: -29043.888672 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -29043.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29049.693359 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -29049.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29081.001953 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -29081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29084.750000 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -29084.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29087.498047 Penalty: 1984.057739
	Iteration 11Q: 3 clusters Score -29087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29102.892578 Penalty: 1984.057739
	Iteration 12Q: 3 clusters Score -29102.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29109.009766 Penalty: 1984.057739
	Iteration 13Q: 3 clusters Score -29109.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29142.839844 Penalty: 1984.057739
	Iteration 14Q: 3 clusters Score -29142.84 nChanged 1
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: -29151.123047 Penalty: 1984.057739
	Iteration 15Q: 3 clusters Score -29151.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29184.449219 Penalty: 1984.057739
	Iteration 16Q: 3 clusters Score -29184.45 nChanged 4
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: -29185.859375 Penalty: 1984.057739
	Iteration 17Q: 3 clusters Score -29185.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29186.591797 Penalty: 1984.057739
	Iteration 18Q: 3 clusters Score -29186.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29186.867188 Penalty: 1984.057739
	Iteration 19Q: 3 clusters Score -29186.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29195.910156 Penalty: 1984.057739
	Iteration 20F: 3 clusters Score -29195.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29253.531250 Penalty: 1984.057739
	Iteration 21Q: 3 clusters Score -29253.53 nChanged 4
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: -29292.984375 Penalty: 1984.057739
	Iteration 22Q: 3 clusters Score -29292.98 nChanged 9
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: -29337.652344 Penalty: 1984.057739
	Iteration 23Q: 3 clusters Score -29337.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29354.968750 Penalty: 1984.057739
	Iteration 24Q: 3 clusters Score -29354.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29357.123047 Penalty: 1984.057739
	Iteration 25Q: 3 clusters Score -29357.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29357.431641 Penalty: 1984.057739
	Iteration 26Q: 3 clusters Score -29357.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29358.107422 Penalty: 1984.057739
	Iteration 27F: 3 clusters Score -29358.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29370.267578 Penalty: 1984.057739
	Iteration 28Q: 3 clusters Score -29370.27 nChanged 1
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: -29373.623047 Penalty: 1984.057739
	Iteration 29Q: 3 clusters Score -29373.62 nChanged 0
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: -29373.623047 Penalty: 1984.057739
	Iteration 30F: 3 clusters Score -29373.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Mstep: Class 40 contains 233 members 
Entering Unmasked Estep 
Score: -141750960.000000 Penalty: 90746.617188
Splitting cluster 21 changes total score from -141751760.000000 to -141750960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (63080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Entering Unmasked Estep 
Score: -7960671.000000 Penalty: 1795.975830
	Iteration 0F: 2 clusters Score -7960671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -7918531.000000 Penalty: 3591.951660
	Iteration 0F: 3 clusters Score -7918531 nChanged 30002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -7936299.000000 Penalty: 3591.951660
	Iteration 1F: 3 clusters Score -7936299 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -7937193.500000 Penalty: 3591.951660
	Iteration 2Q: 3 clusters Score -7937194 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7938338.500000 Penalty: 3591.951660
	Iteration 3Q: 3 clusters Score -7938338 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -7940088.500000 Penalty: 3591.951660
	Iteration 4F: 3 clusters Score -7940088 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7942669.000000 Penalty: 3591.951660
	Iteration 5F: 3 clusters Score -7942669 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -7946296.500000 Penalty: 3591.951660
	Iteration 6F: 3 clusters Score -7946296 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -7950356.500000 Penalty: 3591.951660
	Iteration 7F: 3 clusters Score -7950356 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -7953584.500000 Penalty: 3591.951660
	Iteration 8F: 3 clusters Score -7953584 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -7955576.000000 Penalty: 3591.951660
	Iteration 9Q: 3 clusters Score -7955576 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7956555.000000 Penalty: 3591.951660
	Iteration 10Q: 3 clusters Score -7956555 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -7957100.500000 Penalty: 3591.951660
	Iteration 11Q: 3 clusters Score -7957100 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -7957472.000000 Penalty: 3591.951660
	Iteration 12Q: 3 clusters Score -7957472 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -7957790.500000 Penalty: 3591.951660
	Iteration 13Q: 3 clusters Score -7957790 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7958040.500000 Penalty: 3591.951660
	Iteration 14Q: 3 clusters Score -7958040 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -7958269.000000 Penalty: 3591.951660
	Iteration 15Q: 3 clusters Score -7958269 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7958439.500000 Penalty: 3591.951660
	Iteration 16Q: 3 clusters Score -7958440 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7958597.000000 Penalty: 3591.951660
	Iteration 17Q: 3 clusters Score -7958597 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -7958730.500000 Penalty: 3591.951660
	Iteration 18Q: 3 clusters Score -7958730 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -7958855.000000 Penalty: 3591.951660
	Iteration 19Q: 3 clusters Score -7958855 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -7958975.500000 Penalty: 3591.951660
	Iteration 20F: 3 clusters Score -7958976 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -7959060.000000 Penalty: 3591.951660
	Iteration 21Q: 3 clusters Score -7959060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -7959123.000000 Penalty: 3591.951660
	Iteration 22Q: 3 clusters Score -7959123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7959173.500000 Penalty: 3591.951660
	Iteration 23Q: 3 clusters Score -7959174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -7959210.500000 Penalty: 3591.951660
	Iteration 24Q: 3 clusters Score -7959210 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -7959241.000000 Penalty: 3591.951660
	Iteration 25Q: 3 clusters Score -7959241 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -7959287.000000 Penalty: 3591.951660
	Iteration 26Q: 3 clusters Score -7959287 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -7959333.000000 Penalty: 3591.951660
	Iteration 27Q: 3 clusters Score -7959333 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -7959359.000000 Penalty: 3591.951660
	Iteration 28Q: 3 clusters Score -7959359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -7959374.000000 Penalty: 3591.951660
	Iteration 29Q: 3 clusters Score -7959374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -7959384.000000 Penalty: 3591.951660
	Iteration 30Q: 3 clusters Score -7959384 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -7959397.500000 Penalty: 3591.951660
	Iteration 31Q: 3 clusters Score -7959398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -7959412.000000 Penalty: 3591.951660
	Iteration 32Q: 3 clusters Score -7959412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -7959423.500000 Penalty: 3591.951660
	Iteration 33Q: 3 clusters Score -7959424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -7959427.500000 Penalty: 3591.951660
	Iteration 34Q: 3 clusters Score -7959428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -7959433.000000 Penalty: 3591.951660
	Iteration 35Q: 3 clusters Score -7959433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -7959444.500000 Penalty: 3591.951660
	Iteration 36Q: 3 clusters Score -7959444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -7959437.500000 Penalty: 3591.951660
	Iteration 37Q: 3 clusters Score -7959438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -7959438.500000 Penalty: 3591.951660
	Iteration 38Q: 3 clusters Score -7959438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -7959443.000000 Penalty: 3591.951660
	Iteration 39Q: 3 clusters Score -7959443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -7959457.500000 Penalty: 3591.951660
	Iteration 40F: 3 clusters Score -7959458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -7959442.000000 Penalty: 3591.951660
	Iteration 41Q: 3 clusters Score -7959442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -7959445.500000 Penalty: 3591.951660
	Iteration 42Q: 3 clusters Score -7959446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -7959461.500000 Penalty: 3591.951660
	Iteration 43Q: 3 clusters Score -7959462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -7959477.500000 Penalty: 3591.951660
	Iteration 44Q: 3 clusters Score -7959478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -7959474.500000 Penalty: 3591.951660
	Iteration 45Q: 3 clusters Score -7959474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -7959483.000000 Penalty: 3591.951660
	Iteration 46Q: 3 clusters Score -7959483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -7959486.000000 Penalty: 3591.951660
	Iteration 47Q: 3 clusters Score -7959486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -7959490.500000 Penalty: 3591.951660
	Iteration 48Q: 3 clusters Score -7959490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -7959500.500000 Penalty: 3591.951660
	Iteration 49Q: 3 clusters Score -7959500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -7959496.500000 Penalty: 3591.951660
	Iteration 50Q: 3 clusters Score -7959496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -7959504.500000 Penalty: 3591.951660
	Iteration 51Q: 3 clusters Score -7959504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -7959502.500000 Penalty: 3591.951660
	Iteration 52Q: 3 clusters Score -7959502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -7959504.000000 Penalty: 3591.951660
	Iteration 53Q: 3 clusters Score -7959504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -7959502.000000 Penalty: 3591.951660
	Iteration 54Q: 3 clusters Score -7959502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -7959502.000000 Penalty: 3591.951660
	Iteration 55Q: 3 clusters Score -7959502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -7959504.000000 Penalty: 3591.951660
	Iteration 56Q: 3 clusters Score -7959504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -7959506.000000 Penalty: 3591.951660
	Iteration 57Q: 3 clusters Score -7959506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -7959503.500000 Penalty: 3591.951660
	Iteration 58Q: 3 clusters Score -7959504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -7959503.500000 Penalty: 3591.951660
	Iteration 59F: 3 clusters Score -7959504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -284958.406250 Penalty: 1261.421875
	Iteration 0F: 2 clusters Score -284958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -282657.750000 Penalty: 2522.843750
	Iteration 0F: 3 clusters Score -282657.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -283221.843750 Penalty: 2522.843750
	Iteration 1F: 3 clusters Score -283221.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -283394.031250 Penalty: 2522.843750
	Iteration 2F: 3 clusters Score -283394 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -283512.625000 Penalty: 2522.843750
	Iteration 3F: 3 clusters Score -283512.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -283593.343750 Penalty: 2522.843750
	Iteration 4Q: 3 clusters Score -283593.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -283656.156250 Penalty: 2522.843750
	Iteration 5Q: 3 clusters Score -283656.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -283714.812500 Penalty: 2522.843750
	Iteration 6Q: 3 clusters Score -283714.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -283775.406250 Penalty: 2522.843750
	Iteration 7Q: 3 clusters Score -283775.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -283839.500000 Penalty: 2522.843750
	Iteration 8Q: 3 clusters Score -283839.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -283905.937500 Penalty: 2522.843750
	Iteration 9Q: 3 clusters Score -283905.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -283981.000000 Penalty: 2522.843750
	Iteration 10Q: 3 clusters Score -283981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -284055.718750 Penalty: 2522.843750
	Iteration 11Q: 3 clusters Score -284055.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -284116.531250 Penalty: 2522.843750
	Iteration 12Q: 3 clusters Score -284116.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -284161.500000 Penalty: 2522.843750
	Iteration 13Q: 3 clusters Score -284161.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -284187.781250 Penalty: 2522.843750
	Iteration 14Q: 3 clusters Score -284187.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -284217.687500 Penalty: 2522.843750
	Iteration 15Q: 3 clusters Score -284217.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -284247.750000 Penalty: 2522.843750
	Iteration 16Q: 3 clusters Score -284247.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -284273.000000 Penalty: 2522.843750
	Iteration 17Q: 3 clusters Score -284273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -284300.468750 Penalty: 2522.843750
	Iteration 18Q: 3 clusters Score -284300.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -284332.656250 Penalty: 2522.843750
	Iteration 19Q: 3 clusters Score -284332.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -284346.593750 Penalty: 2522.843750
	Iteration 20F: 3 clusters Score -284346.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -284360.812500 Penalty: 2522.843750
	Iteration 21Q: 3 clusters Score -284360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -284366.312500 Penalty: 2522.843750
	Iteration 22Q: 3 clusters Score -284366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -284369.875000 Penalty: 2522.843750
	Iteration 23Q: 3 clusters Score -284369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -284373.343750 Penalty: 2522.843750
	Iteration 24Q: 3 clusters Score -284373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -284374.468750 Penalty: 2522.843750
	Iteration 25Q: 3 clusters Score -284374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -284374.968750 Penalty: 2522.843750
	Iteration 26Q: 3 clusters Score -284375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -284374.968750 Penalty: 2522.843750
	Iteration 27F: 3 clusters Score -284375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1728414.625000 Penalty: 1552.525146
	Iteration 0F: 2 clusters Score -1728415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1718593.250000 Penalty: 3105.050293
	Iteration 0F: 3 clusters Score -1718593 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1721929.375000 Penalty: 3105.050293
	Iteration 1F: 3 clusters Score -1721929 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1722284.750000 Penalty: 3105.050293
	Iteration 2F: 3 clusters Score -1722285 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1722636.625000 Penalty: 3105.050293
	Iteration 3F: 3 clusters Score -1722637 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1722985.750000 Penalty: 3105.050293
	Iteration 4F: 3 clusters Score -1722986 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1723356.875000 Penalty: 3105.050293
	Iteration 5F: 3 clusters Score -1723357 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1723791.375000 Penalty: 3105.050293
	Iteration 6F: 3 clusters Score -1723791 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1724329.125000 Penalty: 3105.050293
	Iteration 7F: 3 clusters Score -1724329 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1724972.375000 Penalty: 3105.050293
	Iteration 8F: 3 clusters Score -1724972 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1725638.000000 Penalty: 3105.050293
	Iteration 9F: 3 clusters Score -1725638 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1726175.875000 Penalty: 3105.050293
	Iteration 10Q: 3 clusters Score -1726176 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1726550.125000 Penalty: 3105.050293
	Iteration 11Q: 3 clusters Score -1726550 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1726769.875000 Penalty: 3105.050293
	Iteration 12Q: 3 clusters Score -1726770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1726923.625000 Penalty: 3105.050293
	Iteration 13Q: 3 clusters Score -1726924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1727014.625000 Penalty: 3105.050293
	Iteration 14Q: 3 clusters Score -1727015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1727060.375000 Penalty: 3105.050293
	Iteration 15Q: 3 clusters Score -1727060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1727095.500000 Penalty: 3105.050293
	Iteration 16Q: 3 clusters Score -1727096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1727112.125000 Penalty: 3105.050293
	Iteration 17Q: 3 clusters Score -1727112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1727125.625000 Penalty: 3105.050293
	Iteration 18Q: 3 clusters Score -1727126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1727137.625000 Penalty: 3105.050293
	Iteration 19Q: 3 clusters Score -1727138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1727151.875000 Penalty: 3105.050293
	Iteration 20F: 3 clusters Score -1727152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1727158.000000 Penalty: 3105.050293
	Iteration 21Q: 3 clusters Score -1727158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1727167.125000 Penalty: 3105.050293
	Iteration 22Q: 3 clusters Score -1727167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1727171.250000 Penalty: 3105.050293
	Iteration 23Q: 3 clusters Score -1727171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1727171.750000 Penalty: 3105.050293
	Iteration 24Q: 3 clusters Score -1727172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1727173.375000 Penalty: 3105.050293
	Iteration 25Q: 3 clusters Score -1727173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1727175.375000 Penalty: 3105.050293
	Iteration 26Q: 3 clusters Score -1727175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1727175.250000 Penalty: 3105.050293
	Iteration 27Q: 3 clusters Score -1727175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1727175.250000 Penalty: 3105.050293
	Iteration 28F: 3 clusters Score -1727175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -40942.949219 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -40942.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39988.730469 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -39988.73 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40509.640625 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40509.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40785.101562 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -40785.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40947.468750 Penalty: 2012.517700
	Iteration 3Q: 3 clusters Score -40947.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41041.351562 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -41041.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41083.503906 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -41083.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41134.648438 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -41134.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41143.859375 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -41143.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41153.257812 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -41153.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41163.878906 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -41163.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41196.886719 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -41196.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41226.539062 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -41226.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41236.234375 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -41236.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41245.636719 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -41245.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41251.550781 Penalty: 2012.517700
	Iteration 14Q: 3 clusters Score -41251.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41265.917969 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -41265.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41266.867188 Penalty: 2012.517700
	Iteration 16Q: 3 clusters Score -41266.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41268.253906 Penalty: 2012.517700
	Iteration 17Q: 3 clusters Score -41268.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41269.109375 Penalty: 2012.517700
	Iteration 18Q: 3 clusters Score -41269.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41269.109375 Penalty: 2012.517700
	Iteration 19F: 3 clusters Score -41269.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Mstep: Class 40 contains 233 members 
Entering Unmasked Estep 
Score: -141750528.000000 Penalty: 90746.617188
Splitting cluster 25 changes total score from -141751760.000000 to -141750528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -581862.625000 Penalty: 1377.511963
	Iteration 0F: 2 clusters Score -581862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -577921.562500 Penalty: 2755.023926
	Iteration 0F: 3 clusters Score -577921.6 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -578977.375000 Penalty: 2755.023926
	Iteration 1F: 3 clusters Score -578977.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -579174.375000 Penalty: 2755.023926
	Iteration 2F: 3 clusters Score -579174.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -579359.250000 Penalty: 2755.023926
	Iteration 3F: 3 clusters Score -579359.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -579561.875000 Penalty: 2755.023926
	Iteration 4F: 3 clusters Score -579561.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -579784.625000 Penalty: 2755.023926
	Iteration 5F: 3 clusters Score -579784.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -580032.750000 Penalty: 2755.023926
	Iteration 6F: 3 clusters Score -580032.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -580299.437500 Penalty: 2755.023926
	Iteration 7F: 3 clusters Score -580299.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -580535.625000 Penalty: 2755.023926
	Iteration 8F: 3 clusters Score -580535.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -580740.250000 Penalty: 2755.023926
	Iteration 9Q: 3 clusters Score -580740.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -580923.625000 Penalty: 2755.023926
	Iteration 10Q: 3 clusters Score -580923.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -581089.312500 Penalty: 2755.023926
	Iteration 11Q: 3 clusters Score -581089.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -581207.562500 Penalty: 2755.023926
	Iteration 12Q: 3 clusters Score -581207.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -581281.687500 Penalty: 2755.023926
	Iteration 13Q: 3 clusters Score -581281.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -581330.062500 Penalty: 2755.023926
	Iteration 14Q: 3 clusters Score -581330.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -581364.000000 Penalty: 2755.023926
	Iteration 15Q: 3 clusters Score -581364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -581385.187500 Penalty: 2755.023926
	Iteration 16Q: 3 clusters Score -581385.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -581397.250000 Penalty: 2755.023926
	Iteration 17Q: 3 clusters Score -581397.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -581405.625000 Penalty: 2755.023926
	Iteration 18Q: 3 clusters Score -581405.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -581414.625000 Penalty: 2755.023926
	Iteration 19Q: 3 clusters Score -581414.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -581422.375000 Penalty: 2755.023926
	Iteration 20F: 3 clusters Score -581422.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -581431.000000 Penalty: 2755.023926
	Iteration 21Q: 3 clusters Score -581431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -581441.250000 Penalty: 2755.023926
	Iteration 22Q: 3 clusters Score -581441.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -581445.937500 Penalty: 2755.023926
	Iteration 23Q: 3 clusters Score -581445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -581450.812500 Penalty: 2755.023926
	Iteration 24Q: 3 clusters Score -581450.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -581454.187500 Penalty: 2755.023926
	Iteration 25Q: 3 clusters Score -581454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -581458.312500 Penalty: 2755.023926
	Iteration 26Q: 3 clusters Score -581458.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -581460.437500 Penalty: 2755.023926
	Iteration 27Q: 3 clusters Score -581460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -581462.375000 Penalty: 2755.023926
	Iteration 28Q: 3 clusters Score -581462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -581463.312500 Penalty: 2755.023926
	Iteration 29Q: 3 clusters Score -581463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -581463.812500 Penalty: 2755.023926
	Iteration 30Q: 3 clusters Score -581463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -581464.062500 Penalty: 2755.023926
	Iteration 31Q: 3 clusters Score -581464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -581464.625000 Penalty: 2755.023926
	Iteration 32Q: 3 clusters Score -581464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -581464.500000 Penalty: 2755.023926
	Iteration 33Q: 3 clusters Score -581464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -581464.500000 Penalty: 2755.023926
	Iteration 34F: 3 clusters Score -581464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -54775.363281 Penalty: 1025.361694
	Iteration 0F: 2 clusters Score -54775.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53744.949219 Penalty: 2050.723389
	Iteration 0F: 3 clusters Score -53744.95 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53981.898438 Penalty: 2050.723389
	Iteration 1F: 3 clusters Score -53981.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54051.722656 Penalty: 2050.723389
	Iteration 2F: 3 clusters Score -54051.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54099.035156 Penalty: 2050.723389
	Iteration 3Q: 3 clusters Score -54099.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54182.417969 Penalty: 2050.723389
	Iteration 4Q: 3 clusters Score -54182.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54300.832031 Penalty: 2050.723389
	Iteration 5F: 3 clusters Score -54300.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54434.476562 Penalty: 2050.723389
	Iteration 6F: 3 clusters Score -54434.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54478.933594 Penalty: 2050.723389
	Iteration 7F: 3 clusters Score -54478.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54491.468750 Penalty: 2050.723389
	Iteration 8Q: 3 clusters Score -54491.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54495.667969 Penalty: 2050.723389
	Iteration 9Q: 3 clusters Score -54495.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54518.113281 Penalty: 2050.723389
	Iteration 10Q: 3 clusters Score -54518.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54537.785156 Penalty: 2050.723389
	Iteration 11Q: 3 clusters Score -54537.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54549.421875 Penalty: 2050.723389
	Iteration 12Q: 3 clusters Score -54549.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54555.515625 Penalty: 2050.723389
	Iteration 13Q: 3 clusters Score -54555.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54555.984375 Penalty: 2050.723389
	Iteration 14Q: 3 clusters Score -54555.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54555.984375 Penalty: 2050.723389
	Iteration 15F: 3 clusters Score -54555.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (119467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Entering Unmasked Estep 
Score: -15110627.000000 Penalty: 1899.754395
	Iteration 0F: 2 clusters Score -1.511063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -15033944.000000 Penalty: 3799.508789
	Iteration 0F: 3 clusters Score -1.503394e+07 nChanged 57273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -15066920.000000 Penalty: 3799.508789
	Iteration 1F: 3 clusters Score -1.506692e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -15067588.000000 Penalty: 3799.508789
	Iteration 2Q: 3 clusters Score -1.506759e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -15068418.000000 Penalty: 3799.508789
	Iteration 3Q: 3 clusters Score -1.506842e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -15069668.000000 Penalty: 3799.508789
	Iteration 4Q: 3 clusters Score -1.506967e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -15071668.000000 Penalty: 3799.508789
	Iteration 5Q: 3 clusters Score -1.507167e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -15074763.000000 Penalty: 3799.508789
	Iteration 6F: 3 clusters Score -1.507476e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -15079776.000000 Penalty: 3799.508789
	Iteration 7F: 3 clusters Score -1.507978e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -15086458.000000 Penalty: 3799.508789
	Iteration 8F: 3 clusters Score -1.508646e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -15093935.000000 Penalty: 3799.508789
	Iteration 9F: 3 clusters Score -1.509394e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -15099587.000000 Penalty: 3799.508789
	Iteration 10F: 3 clusters Score -1.509959e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -15102764.000000 Penalty: 3799.508789
	Iteration 11Q: 3 clusters Score -1.510276e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -15104424.000000 Penalty: 3799.508789
	Iteration 12Q: 3 clusters Score -1.510442e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -15105608.000000 Penalty: 3799.508789
	Iteration 13Q: 3 clusters Score -1.510561e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -15106507.000000 Penalty: 3799.508789
	Iteration 14Q: 3 clusters Score -1.510651e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -15107242.000000 Penalty: 3799.508789
	Iteration 15Q: 3 clusters Score -1.510724e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -15107882.000000 Penalty: 3799.508789
	Iteration 16Q: 3 clusters Score -1.510788e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -15108225.000000 Penalty: 3799.508789
	Iteration 17Q: 3 clusters Score -1.510822e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 110974 members 
Entering Unmasked Estep 
Score: -15108525.000000 Penalty: 3799.508789
	Iteration 18Q: 3 clusters Score -1.510852e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -15108709.000000 Penalty: 3799.508789
	Iteration 19Q: 3 clusters Score -1.510871e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -15108914.000000 Penalty: 3799.508789
	Iteration 20F: 3 clusters Score -1.510891e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -15109032.000000 Penalty: 3799.508789
	Iteration 21Q: 3 clusters Score -1.510903e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
Score: -15109104.000000 Penalty: 3799.508789
	Iteration 22Q: 3 clusters Score -1.51091e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -15109184.000000 Penalty: 3799.508789
	Iteration 23Q: 3 clusters Score -1.510918e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -15109223.000000 Penalty: 3799.508789
	Iteration 24Q: 3 clusters Score -1.510922e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 115840 members 
Entering Unmasked Estep 
Score: -15109196.000000 Penalty: 3799.508789
	Iteration 25Q: 3 clusters Score -1.51092e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 116186 members 
Entering Unmasked Estep 
Score: -15109222.000000 Penalty: 3799.508789
	Iteration 26Q: 3 clusters Score -1.510922e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -15109177.000000 Penalty: 3799.508789
	Iteration 27Q: 3 clusters Score -1.510918e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 116730 members 
Entering Unmasked Estep 
Score: -15109184.000000 Penalty: 3799.508789
	Iteration 28Q: 3 clusters Score -1.510918e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -15109233.000000 Penalty: 3799.508789
	Iteration 29Q: 3 clusters Score -1.510923e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 117129 members 
Entering Unmasked Estep 
Score: -15109282.000000 Penalty: 3799.508789
	Iteration 30Q: 3 clusters Score -1.510928e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -15109281.000000 Penalty: 3799.508789
	Iteration 31Q: 3 clusters Score -1.510928e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -15109266.000000 Penalty: 3799.508789
	Iteration 32Q: 3 clusters Score -1.510927e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -15109290.000000 Penalty: 3799.508789
	Iteration 33Q: 3 clusters Score -1.510929e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 117704 members 
Entering Unmasked Estep 
Score: -15109293.000000 Penalty: 3799.508789
	Iteration 34Q: 3 clusters Score -1.510929e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -15109323.000000 Penalty: 3799.508789
	Iteration 35Q: 3 clusters Score -1.510932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 117882 members 
Entering Unmasked Estep 
Score: -15109325.000000 Penalty: 3799.508789
	Iteration 36Q: 3 clusters Score -1.510932e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -15109335.000000 Penalty: 3799.508789
	Iteration 37Q: 3 clusters Score -1.510934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -15109338.000000 Penalty: 3799.508789
	Iteration 38Q: 3 clusters Score -1.510934e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -15109371.000000 Penalty: 3799.508789
	Iteration 39Q: 3 clusters Score -1.510937e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -15109372.000000 Penalty: 3799.508789
	Iteration 40F: 3 clusters Score -1.510937e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 118218 members 
Entering Unmasked Estep 
Score: -15109364.000000 Penalty: 3799.508789
	Iteration 41Q: 3 clusters Score -1.510936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -15109366.000000 Penalty: 3799.508789
	Iteration 42Q: 3 clusters Score -1.510937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 118282 members 
Entering Unmasked Estep 
Score: -15109362.000000 Penalty: 3799.508789
	Iteration 43Q: 3 clusters Score -1.510936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -15109367.000000 Penalty: 3799.508789
	Iteration 44Q: 3 clusters Score -1.510937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -15109371.000000 Penalty: 3799.508789
	Iteration 45Q: 3 clusters Score -1.510937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 118353 members 
Entering Unmasked Estep 
Score: -15109362.000000 Penalty: 3799.508789
	Iteration 46Q: 3 clusters Score -1.510936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -15109372.000000 Penalty: 3799.508789
	Iteration 47Q: 3 clusters Score -1.510937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 118369 members 
Entering Unmasked Estep 
Score: -15109372.000000 Penalty: 3799.508789
	Iteration 48Q: 3 clusters Score -1.510937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -15109363.000000 Penalty: 3799.508789
	Iteration 49Q: 3 clusters Score -1.510936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 118380 members 
Entering Unmasked Estep 
Score: -15109371.000000 Penalty: 3799.508789
	Iteration 50Q: 3 clusters Score -1.510937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -15109377.000000 Penalty: 3799.508789
	Iteration 51Q: 3 clusters Score -1.510938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -15109379.000000 Penalty: 3799.508789
	Iteration 52Q: 3 clusters Score -1.510938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -15109379.000000 Penalty: 3799.508789
	Iteration 53Q: 3 clusters Score -1.510938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 118401 members 
Entering Unmasked Estep 
Score: -15109369.000000 Penalty: 3799.508789
	Iteration 54Q: 3 clusters Score -1.510937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
Score: -15109367.000000 Penalty: 3799.508789
	Iteration 55Q: 3 clusters Score -1.510937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -15109373.000000 Penalty: 3799.508789
	Iteration 56Q: 3 clusters Score -1.510937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -15109377.000000 Penalty: 3799.508789
	Iteration 57Q: 3 clusters Score -1.510938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -15109374.000000 Penalty: 3799.508789
	Iteration 58Q: 3 clusters Score -1.510937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -15109374.000000 Penalty: 3799.508789
	Iteration 59Q: 3 clusters Score -1.510937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 118432 members 
Entering Unmasked Estep 
Score: -15109376.000000 Penalty: 3799.508789
	Iteration 60F: 3 clusters Score -1.510938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 118438 members 
Entering Unmasked Estep 
Score: -15109376.000000 Penalty: 3799.508789
	Iteration 61Q: 3 clusters Score -1.510938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -15109370.000000 Penalty: 3799.508789
	Iteration 62Q: 3 clusters Score -1.510937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 118444 members 
Entering Unmasked Estep 
Score: -15109374.000000 Penalty: 3799.508789
	Iteration 63Q: 3 clusters Score -1.510937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -15109370.000000 Penalty: 3799.508789
	Iteration 64Q: 3 clusters Score -1.510937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -15109372.000000 Penalty: 3799.508789
	Iteration 65Q: 3 clusters Score -1.510937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -15109370.000000 Penalty: 3799.508789
	Iteration 66Q: 3 clusters Score -1.510937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -15109373.000000 Penalty: 3799.508789
	Iteration 67Q: 3 clusters Score -1.510937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -15109381.000000 Penalty: 3799.508789
	Iteration 68Q: 3 clusters Score -1.510938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -15109381.000000 Penalty: 3799.508789
	Iteration 69F: 3 clusters Score -1.510938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (124645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Entering Unmasked Estep 
Score: -15593077.000000 Penalty: 1906.649048
	Iteration 0F: 2 clusters Score -1.559308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -15513499.000000 Penalty: 3813.298096
	Iteration 0F: 3 clusters Score -1.55135e+07 nChanged 59743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -15548721.000000 Penalty: 3813.298096
	Iteration 1F: 3 clusters Score -1.554872e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -15549424.000000 Penalty: 3813.298096
	Iteration 2Q: 3 clusters Score -1.554942e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -15550381.000000 Penalty: 3813.298096
	Iteration 3Q: 3 clusters Score -1.555038e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -15551968.000000 Penalty: 3813.298096
	Iteration 4Q: 3 clusters Score -1.555197e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -15554593.000000 Penalty: 3813.298096
	Iteration 5Q: 3 clusters Score -1.555459e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -15558727.000000 Penalty: 3813.298096
	Iteration 6F: 3 clusters Score -1.555873e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -15564844.000000 Penalty: 3813.298096
	Iteration 7F: 3 clusters Score -1.556484e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -15570583.000000 Penalty: 3813.298096
	Iteration 8F: 3 clusters Score -1.557058e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -15573360.000000 Penalty: 3813.298096
	Iteration 9F: 3 clusters Score -1.557336e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -15574082.000000 Penalty: 3813.298096
	Iteration 10Q: 3 clusters Score -1.557408e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -15574337.000000 Penalty: 3813.298096
	Iteration 11Q: 3 clusters Score -1.557434e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -15574579.000000 Penalty: 3813.298096
	Iteration 12Q: 3 clusters Score -1.557458e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -15574830.000000 Penalty: 3813.298096
	Iteration 13Q: 3 clusters Score -1.557483e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -15574972.000000 Penalty: 3813.298096
	Iteration 14Q: 3 clusters Score -1.557497e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -15575177.000000 Penalty: 3813.298096
	Iteration 15Q: 3 clusters Score -1.557518e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -15575418.000000 Penalty: 3813.298096
	Iteration 16Q: 3 clusters Score -1.557542e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -15575662.000000 Penalty: 3813.298096
	Iteration 17Q: 3 clusters Score -1.557566e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -15575833.000000 Penalty: 3813.298096
	Iteration 18Q: 3 clusters Score -1.557583e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -15576026.000000 Penalty: 3813.298096
	Iteration 19Q: 3 clusters Score -1.557603e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -15576278.000000 Penalty: 3813.298096
	Iteration 20F: 3 clusters Score -1.557628e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -15576509.000000 Penalty: 3813.298096
	Iteration 21Q: 3 clusters Score -1.557651e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -15576787.000000 Penalty: 3813.298096
	Iteration 22Q: 3 clusters Score -1.557679e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -15577100.000000 Penalty: 3813.298096
	Iteration 23Q: 3 clusters Score -1.55771e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -15577354.000000 Penalty: 3813.298096
	Iteration 24Q: 3 clusters Score -1.557735e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -15577612.000000 Penalty: 3813.298096
	Iteration 25Q: 3 clusters Score -1.557761e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -15577877.000000 Penalty: 3813.298096
	Iteration 26Q: 3 clusters Score -1.557788e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -15578201.000000 Penalty: 3813.298096
	Iteration 27Q: 3 clusters Score -1.55782e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -15578605.000000 Penalty: 3813.298096
	Iteration 28Q: 3 clusters Score -1.55786e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -15579039.000000 Penalty: 3813.298096
	Iteration 29Q: 3 clusters Score -1.557904e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -15579425.000000 Penalty: 3813.298096
	Iteration 30Q: 3 clusters Score -1.557942e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -15579967.000000 Penalty: 3813.298096
	Iteration 31Q: 3 clusters Score -1.557997e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 101895 members 
Entering Unmasked Estep 
Score: -15580514.000000 Penalty: 3813.298096
	Iteration 32Q: 3 clusters Score -1.558051e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -15581195.000000 Penalty: 3813.298096
	Iteration 33Q: 3 clusters Score -1.55812e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -15581871.000000 Penalty: 3813.298096
	Iteration 34Q: 3 clusters Score -1.558187e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -15582706.000000 Penalty: 3813.298096
	Iteration 35Q: 3 clusters Score -1.558271e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -15583320.000000 Penalty: 3813.298096
	Iteration 36Q: 3 clusters Score -1.558332e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -15584029.000000 Penalty: 3813.298096
	Iteration 37Q: 3 clusters Score -1.558403e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -15584653.000000 Penalty: 3813.298096
	Iteration 38Q: 3 clusters Score -1.558465e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -15585380.000000 Penalty: 3813.298096
	Iteration 39Q: 3 clusters Score -1.558538e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -15586119.000000 Penalty: 3813.298096
	Iteration 40F: 3 clusters Score -1.558612e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -15586757.000000 Penalty: 3813.298096
	Iteration 41Q: 3 clusters Score -1.558676e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 117314 members 
Entering Unmasked Estep 
Score: -15587411.000000 Penalty: 3813.298096
	Iteration 42Q: 3 clusters Score -1.558741e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -15587985.000000 Penalty: 3813.298096
	Iteration 43Q: 3 clusters Score -1.558798e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -15588484.000000 Penalty: 3813.298096
	Iteration 44Q: 3 clusters Score -1.558848e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -15588944.000000 Penalty: 3813.298096
	Iteration 45Q: 3 clusters Score -1.558894e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 120810 members 
Entering Unmasked Estep 
Score: -15589329.000000 Penalty: 3813.298096
	Iteration 46Q: 3 clusters Score -1.558933e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -15589714.000000 Penalty: 3813.298096
	Iteration 47Q: 3 clusters Score -1.558971e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 121924 members 
Entering Unmasked Estep 
Score: -15590023.000000 Penalty: 3813.298096
	Iteration 48Q: 3 clusters Score -1.559002e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -15590233.000000 Penalty: 3813.298096
	Iteration 49Q: 3 clusters Score -1.559023e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -15590454.000000 Penalty: 3813.298096
	Iteration 50Q: 3 clusters Score -1.559045e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -15590635.000000 Penalty: 3813.298096
	Iteration 51Q: 3 clusters Score -1.559064e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -15590790.000000 Penalty: 3813.298096
	Iteration 52Q: 3 clusters Score -1.559079e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -15590915.000000 Penalty: 3813.298096
	Iteration 53Q: 3 clusters Score -1.559092e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -15591020.000000 Penalty: 3813.298096
	Iteration 54Q: 3 clusters Score -1.559102e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 123674 members 
Entering Unmasked Estep 
Score: -15591133.000000 Penalty: 3813.298096
	Iteration 55Q: 3 clusters Score -1.559113e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 123767 members 
Entering Unmasked Estep 
Score: -15591168.000000 Penalty: 3813.298096
	Iteration 56Q: 3 clusters Score -1.559117e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -15591237.000000 Penalty: 3813.298096
	Iteration 57Q: 3 clusters Score -1.559124e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -15591297.000000 Penalty: 3813.298096
	Iteration 58Q: 3 clusters Score -1.55913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -15591311.000000 Penalty: 3813.298096
	Iteration 59Q: 3 clusters Score -1.559131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 123985 members 
Entering Unmasked Estep 
Score: -15591324.000000 Penalty: 3813.298096
	Iteration 60F: 3 clusters Score -1.559132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -15591349.000000 Penalty: 3813.298096
	Iteration 61Q: 3 clusters Score -1.559135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 124031 members 
Entering Unmasked Estep 
Score: -15591360.000000 Penalty: 3813.298096
	Iteration 62Q: 3 clusters Score -1.559136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -15591368.000000 Penalty: 3813.298096
	Iteration 63Q: 3 clusters Score -1.559137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -15591367.000000 Penalty: 3813.298096
	Iteration 64Q: 3 clusters Score -1.559137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -15591368.000000 Penalty: 3813.298096
	Iteration 65Q: 3 clusters Score -1.559137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 124075 members 
Entering Unmasked Estep 
Score: -15591375.000000 Penalty: 3813.298096
	Iteration 66Q: 3 clusters Score -1.559138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 124086 members 
Entering Unmasked Estep 
Score: -15591386.000000 Penalty: 3813.298096
	Iteration 67Q: 3 clusters Score -1.559139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -15591401.000000 Penalty: 3813.298096
	Iteration 68Q: 3 clusters Score -1.55914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 124102 members 
Entering Unmasked Estep 
Score: -15591406.000000 Penalty: 3813.298096
	Iteration 69Q: 3 clusters Score -1.559141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 124106 members 
Entering Unmasked Estep 
Score: -15591410.000000 Penalty: 3813.298096
	Iteration 70Q: 3 clusters Score -1.559141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 124110 members 
Entering Unmasked Estep 
Score: -15591408.000000 Penalty: 3813.298096
	Iteration 71Q: 3 clusters Score -1.559141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 124117 members 
Entering Unmasked Estep 
Score: -15591413.000000 Penalty: 3813.298096
	Iteration 72Q: 3 clusters Score -1.559141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -15591409.000000 Penalty: 3813.298096
	Iteration 73Q: 3 clusters Score -1.559141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -15591406.000000 Penalty: 3813.298096
	Iteration 74Q: 3 clusters Score -1.559141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -15591411.000000 Penalty: 3813.298096
	Iteration 75Q: 3 clusters Score -1.559141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -15591411.000000 Penalty: 3813.298096
	Iteration 76F: 3 clusters Score -1.559141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -10489.439453 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -10489.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9606.440430 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -9606.44 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9868.117188 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -9868.117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10072.878906 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -10072.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10286.205078 Penalty: 1901.965820
	Iteration 3F: 3 clusters Score -10286.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10463.971680 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -10463.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10532.485352 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -10532.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10571.199219 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -10571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10585.673828 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -10585.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10617.472656 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -10617.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10632.520508 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -10632.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10636.895508 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -10636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10641.884766 Penalty: 1901.965820
	Iteration 11Q: 3 clusters Score -10641.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10641.884766 Penalty: 1901.965820
	Iteration 12F: 3 clusters Score -10641.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Mstep: Class 40 contains 233 members 
Entering Unmasked Estep 
Score: -141750512.000000 Penalty: 90746.617188
Splitting cluster 30 changes total score from -141751760.000000 to -141750512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Entering Unmasked Estep 
Score: -793038.250000 Penalty: 1425.448486
	Iteration 0F: 2 clusters Score -793038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -788147.937500 Penalty: 2850.896973
	Iteration 0F: 3 clusters Score -788147.9 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -789508.250000 Penalty: 2850.896973
	Iteration 1F: 3 clusters Score -789508.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -789743.312500 Penalty: 2850.896973
	Iteration 2F: 3 clusters Score -789743.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -789920.625000 Penalty: 2850.896973
	Iteration 3F: 3 clusters Score -789920.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -790045.312500 Penalty: 2850.896973
	Iteration 4Q: 3 clusters Score -790045.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -790169.875000 Penalty: 2850.896973
	Iteration 5Q: 3 clusters Score -790169.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -790309.937500 Penalty: 2850.896973
	Iteration 6Q: 3 clusters Score -790309.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -790454.437500 Penalty: 2850.896973
	Iteration 7Q: 3 clusters Score -790454.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -790628.812500 Penalty: 2850.896973
	Iteration 8Q: 3 clusters Score -790628.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -790859.437500 Penalty: 2850.896973
	Iteration 9Q: 3 clusters Score -790859.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -791088.125000 Penalty: 2850.896973
	Iteration 10Q: 3 clusters Score -791088.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -791299.625000 Penalty: 2850.896973
	Iteration 11Q: 3 clusters Score -791299.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -791473.937500 Penalty: 2850.896973
	Iteration 12Q: 3 clusters Score -791473.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -791584.437500 Penalty: 2850.896973
	Iteration 13Q: 3 clusters Score -791584.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -791666.437500 Penalty: 2850.896973
	Iteration 14Q: 3 clusters Score -791666.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -791736.562500 Penalty: 2850.896973
	Iteration 15Q: 3 clusters Score -791736.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -791784.687500 Penalty: 2850.896973
	Iteration 16Q: 3 clusters Score -791784.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -791820.125000 Penalty: 2850.896973
	Iteration 17Q: 3 clusters Score -791820.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -791852.687500 Penalty: 2850.896973
	Iteration 18Q: 3 clusters Score -791852.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -791879.312500 Penalty: 2850.896973
	Iteration 19Q: 3 clusters Score -791879.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -791901.562500 Penalty: 2850.896973
	Iteration 20F: 3 clusters Score -791901.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -791921.750000 Penalty: 2850.896973
	Iteration 21Q: 3 clusters Score -791921.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -791936.875000 Penalty: 2850.896973
	Iteration 22Q: 3 clusters Score -791936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -791948.375000 Penalty: 2850.896973
	Iteration 23Q: 3 clusters Score -791948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -791955.375000 Penalty: 2850.896973
	Iteration 24Q: 3 clusters Score -791955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -791961.562500 Penalty: 2850.896973
	Iteration 25Q: 3 clusters Score -791961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -791964.437500 Penalty: 2850.896973
	Iteration 26Q: 3 clusters Score -791964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -791969.375000 Penalty: 2850.896973
	Iteration 27Q: 3 clusters Score -791969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -791975.937500 Penalty: 2850.896973
	Iteration 28Q: 3 clusters Score -791975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -791979.437500 Penalty: 2850.896973
	Iteration 29Q: 3 clusters Score -791979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -791982.437500 Penalty: 2850.896973
	Iteration 30Q: 3 clusters Score -791982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -791982.437500 Penalty: 2850.896973
	Iteration 31F: 3 clusters Score -791982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 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 256 members 
Entering Unmasked Estep 
Score: -47937.816406 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47937.82 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48260.996094 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48389.546875 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48389.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48603.785156 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -48603.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48886.269531 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -48886.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49013.671875 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -49013.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49109.054688 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -49109.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49291.144531 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -49291.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49411.812500 Penalty: 2024.265991
	Iteration 8F: 3 clusters Score -49411.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49460.378906 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -49460.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49499.656250 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -49499.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49524.734375 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -49524.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49541.187500 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -49541.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49559.578125 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -49559.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49562.562500 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -49562.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49567.578125 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -49567.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49570.714844 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -49570.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49570.714844 Penalty: 2024.265991
	Iteration 17F: 3 clusters Score -49570.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Mstep: Class 40 contains 245 members 
Entering Unmasked Estep 
Score: -141750944.000000 Penalty: 90746.617188
Splitting cluster 32 changes total score from -141751760.000000 to -141750944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (112207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112207 members 
Entering Unmasked Estep 
Score: -14160916.000000 Penalty: 1889.566284
	Iteration 0F: 2 clusters Score -1.416092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -14087136.000000 Penalty: 3779.132568
	Iteration 0F: 3 clusters Score -1.408714e+07 nChanged 53715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -14119003.000000 Penalty: 3779.132568
	Iteration 1F: 3 clusters Score -1.4119e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -14120324.000000 Penalty: 3779.132568
	Iteration 2Q: 3 clusters Score -1.412032e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -14122423.000000 Penalty: 3779.132568
	Iteration 3Q: 3 clusters Score -1.412242e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -14126045.000000 Penalty: 3779.132568
	Iteration 4F: 3 clusters Score -1.412604e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -14131832.000000 Penalty: 3779.132568
	Iteration 5F: 3 clusters Score -1.413183e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -14138869.000000 Penalty: 3779.132568
	Iteration 6F: 3 clusters Score -1.413887e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -14145395.000000 Penalty: 3779.132568
	Iteration 7F: 3 clusters Score -1.41454e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -14149811.000000 Penalty: 3779.132568
	Iteration 8Q: 3 clusters Score -1.414981e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -14152450.000000 Penalty: 3779.132568
	Iteration 9Q: 3 clusters Score -1.415245e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -14154311.000000 Penalty: 3779.132568
	Iteration 10Q: 3 clusters Score -1.415431e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -14155644.000000 Penalty: 3779.132568
	Iteration 11Q: 3 clusters Score -1.415564e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103327 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -14156792.000000 Penalty: 3779.132568
	Iteration 12Q: 3 clusters Score -1.415679e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -14157726.000000 Penalty: 3779.132568
	Iteration 13Q: 3 clusters Score -1.415773e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -14158492.000000 Penalty: 3779.132568
	Iteration 14Q: 3 clusters Score -1.415849e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -14158977.000000 Penalty: 3779.132568
	Iteration 15Q: 3 clusters Score -1.415898e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -14159443.000000 Penalty: 3779.132568
	Iteration 16Q: 3 clusters Score -1.415944e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -14159715.000000 Penalty: 3779.132568
	Iteration 17Q: 3 clusters Score -1.415972e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109235 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -14159896.000000 Penalty: 3779.132568
	Iteration 18Q: 3 clusters Score -1.41599e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -14160003.000000 Penalty: 3779.132568
	Iteration 19Q: 3 clusters Score -1.416e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14160157.000000 Penalty: 3779.132568
	Iteration 20F: 3 clusters Score -1.416016e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -14160203.000000 Penalty: 3779.132568
	Iteration 21Q: 3 clusters Score -1.41602e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -14160190.000000 Penalty: 3779.132568
	Iteration 22Q: 3 clusters Score -1.416019e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -14160184.000000 Penalty: 3779.132568
	Iteration 23Q: 3 clusters Score -1.416018e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -14160175.000000 Penalty: 3779.132568
	Iteration 24Q: 3 clusters Score -1.416018e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -14160207.000000 Penalty: 3779.132568
	Iteration 25Q: 3 clusters Score -1.416021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -14160209.000000 Penalty: 3779.132568
	Iteration 26Q: 3 clusters Score -1.416021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -14160212.000000 Penalty: 3779.132568
	Iteration 27Q: 3 clusters Score -1.416021e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -14160219.000000 Penalty: 3779.132568
	Iteration 28Q: 3 clusters Score -1.416022e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14160218.000000 Penalty: 3779.132568
	Iteration 29Q: 3 clusters Score -1.416022e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14160215.000000 Penalty: 3779.132568
	Iteration 30Q: 3 clusters Score -1.416022e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14160208.000000 Penalty: 3779.132568
	Iteration 31Q: 3 clusters Score -1.416021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -14160223.000000 Penalty: 3779.132568
	Iteration 32Q: 3 clusters Score -1.416022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14160229.000000 Penalty: 3779.132568
	Iteration 33Q: 3 clusters Score -1.416023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110848 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14160239.000000 Penalty: 3779.132568
	Iteration 34Q: 3 clusters Score -1.416024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110862 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14160242.000000 Penalty: 3779.132568
	Iteration 35Q: 3 clusters Score -1.416024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14160239.000000 Penalty: 3779.132568
	Iteration 36Q: 3 clusters Score -1.416024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14160251.000000 Penalty: 3779.132568
	Iteration 37Q: 3 clusters Score -1.416025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14160252.000000 Penalty: 3779.132568
	Iteration 38Q: 3 clusters Score -1.416025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14160256.000000 Penalty: 3779.132568
	Iteration 39Q: 3 clusters Score -1.416026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14160251.000000 Penalty: 3779.132568
	Iteration 40F: 3 clusters Score -1.416025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14160260.000000 Penalty: 3779.132568
	Iteration 41Q: 3 clusters Score -1.416026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14160271.000000 Penalty: 3779.132568
	Iteration 42Q: 3 clusters Score -1.416027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14160260.000000 Penalty: 3779.132568
	Iteration 43Q: 3 clusters Score -1.416026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14160263.000000 Penalty: 3779.132568
	Iteration 44Q: 3 clusters Score -1.416026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14160257.000000 Penalty: 3779.132568
	Iteration 45Q: 3 clusters Score -1.416026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14160259.000000 Penalty: 3779.132568
	Iteration 46Q: 3 clusters Score -1.416026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14160250.000000 Penalty: 3779.132568
	Iteration 47Q: 3 clusters Score -1.416025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14160257.000000 Penalty: 3779.132568
	Iteration 48Q: 3 clusters Score -1.416026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -14160261.000000 Penalty: 3779.132568
	Iteration 49Q: 3 clusters Score -1.416026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110964 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14160262.000000 Penalty: 3779.132568
	Iteration 50Q: 3 clusters Score -1.416026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14160260.000000 Penalty: 3779.132568
	Iteration 51Q: 3 clusters Score -1.416026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14160249.000000 Penalty: 3779.132568
	Iteration 52Q: 3 clusters Score -1.416025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -14160260.000000 Penalty: 3779.132568
	Iteration 53Q: 3 clusters Score -1.416026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14160254.000000 Penalty: 3779.132568
	Iteration 54Q: 3 clusters Score -1.416025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14160254.000000 Penalty: 3779.132568
	Iteration 55F: 3 clusters Score -1.416025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -88090.257812 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -88090.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86839.492188 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -86839.49 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87113.281250 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -87113.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87310.734375 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -87310.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87677.648438 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -87677.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87989.046875 Penalty: 2168.821777
	Iteration 4F: 3 clusters Score -87989.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88110.328125 Penalty: 2168.821777
	Iteration 5F: 3 clusters Score -88110.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88173.929688 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -88173.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88223.234375 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -88223.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88240.843750 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -88240.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88246.781250 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -88246.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88246.781250 Penalty: 2168.821777
	Iteration 10F: 3 clusters Score -88246.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Mstep: Class 40 contains 504 members 
Entering Unmasked Estep 
Score: -141750464.000000 Penalty: 90746.617188
Splitting cluster 34 changes total score from -141751760.000000 to -141750464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -139152.093750 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -139152.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -137566.546875 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -137566.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137840.890625 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -137840.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137921.015625 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -137921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138003.281250 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -138003.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138089.937500 Penalty: 2311.506348
	Iteration 4F: 3 clusters Score -138089.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -138183.203125 Penalty: 2311.506348
	Iteration 5F: 3 clusters Score -138183.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -138255.078125 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -138255.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -138296.375000 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -138296.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -138337.750000 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -138337.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138373.281250 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -138373.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138437.484375 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -138437.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -138484.281250 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -138484.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138533.437500 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -138533.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -138572.078125 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -138572.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -138605.453125 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -138605.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -138647.265625 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -138647.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -138681.625000 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -138681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138703.734375 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -138703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -138715.296875 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -138715.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -138720.125000 Penalty: 2311.506348
	Iteration 19Q: 3 clusters Score -138720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -138729.140625 Penalty: 2311.506348
	Iteration 20F: 3 clusters Score -138729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -138748.156250 Penalty: 2311.506348
	Iteration 21Q: 3 clusters Score -138748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -138758.109375 Penalty: 2311.506348
	Iteration 22Q: 3 clusters Score -138758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -138768.812500 Penalty: 2311.506348
	Iteration 23Q: 3 clusters Score -138768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -138773.046875 Penalty: 2311.506348
	Iteration 24Q: 3 clusters Score -138773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -138774.718750 Penalty: 2311.506348
	Iteration 25Q: 3 clusters Score -138774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -138778.656250 Penalty: 2311.506348
	Iteration 26Q: 3 clusters Score -138778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -138780.500000 Penalty: 2311.506348
	Iteration 27Q: 3 clusters Score -138780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -138780.500000 Penalty: 2311.506348
	Iteration 28F: 3 clusters Score -138780.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15811.995117 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -15812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15017.193359 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -15017.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15157.546875 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -15157.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15277.997070 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -15278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15353.125977 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -15353.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15411.312500 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -15411.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15454.775391 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -15454.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15468.910156 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -15468.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15470.401367 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -15470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15473.122070 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -15473.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15495.167969 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -15495.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15501.241211 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -15501.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15501.241211 Penalty: 1858.033936
	Iteration 11F: 3 clusters Score -15501.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -1444150.750000 Penalty: 1532.342041
	Iteration 0F: 2 clusters Score -1444151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1435507.750000 Penalty: 3064.684082
	Iteration 0F: 3 clusters Score -1435508 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1438538.125000 Penalty: 3064.684082
	Iteration 1F: 3 clusters Score -1438538 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1438954.125000 Penalty: 3064.684082
	Iteration 2F: 3 clusters Score -1438954 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1439415.875000 Penalty: 3064.684082
	Iteration 3F: 3 clusters Score -1439416 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1439928.875000 Penalty: 3064.684082
	Iteration 4F: 3 clusters Score -1439929 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1440502.000000 Penalty: 3064.684082
	Iteration 5F: 3 clusters Score -1440502 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1440969.250000 Penalty: 3064.684082
	Iteration 6F: 3 clusters Score -1440969 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1441320.250000 Penalty: 3064.684082
	Iteration 7F: 3 clusters Score -1441320 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1441554.375000 Penalty: 3064.684082
	Iteration 8Q: 3 clusters Score -1441554 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1441714.375000 Penalty: 3064.684082
	Iteration 9Q: 3 clusters Score -1441714 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1441818.625000 Penalty: 3064.684082
	Iteration 10Q: 3 clusters Score -1441819 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1441898.750000 Penalty: 3064.684082
	Iteration 11Q: 3 clusters Score -1441899 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1441979.750000 Penalty: 3064.684082
	Iteration 12Q: 3 clusters Score -1441980 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1442029.750000 Penalty: 3064.684082
	Iteration 13Q: 3 clusters Score -1442030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1442070.500000 Penalty: 3064.684082
	Iteration 14Q: 3 clusters Score -1442070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1442112.625000 Penalty: 3064.684082
	Iteration 15Q: 3 clusters Score -1442113 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1442171.625000 Penalty: 3064.684082
	Iteration 16Q: 3 clusters Score -1442172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1442233.750000 Penalty: 3064.684082
	Iteration 17Q: 3 clusters Score -1442234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1442302.000000 Penalty: 3064.684082
	Iteration 18Q: 3 clusters Score -1442302 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1442385.750000 Penalty: 3064.684082
	Iteration 19Q: 3 clusters Score -1442386 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1442496.500000 Penalty: 3064.684082
	Iteration 20F: 3 clusters Score -1442496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1442617.000000 Penalty: 3064.684082
	Iteration 21Q: 3 clusters Score -1442617 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1442753.750000 Penalty: 3064.684082
	Iteration 22Q: 3 clusters Score -1442754 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1442927.250000 Penalty: 3064.684082
	Iteration 23Q: 3 clusters Score -1442927 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1443098.375000 Penalty: 3064.684082
	Iteration 24Q: 3 clusters Score -1443098 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1443233.375000 Penalty: 3064.684082
	Iteration 25Q: 3 clusters Score -1443233 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1443349.875000 Penalty: 3064.684082
	Iteration 26Q: 3 clusters Score -1443350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1443451.500000 Penalty: 3064.684082
	Iteration 27Q: 3 clusters Score -1443452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1443530.000000 Penalty: 3064.684082
	Iteration 28Q: 3 clusters Score -1443530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1443589.125000 Penalty: 3064.684082
	Iteration 29Q: 3 clusters Score -1443589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1443628.000000 Penalty: 3064.684082
	Iteration 30Q: 3 clusters Score -1443628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1443658.875000 Penalty: 3064.684082
	Iteration 31Q: 3 clusters Score -1443659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1443682.625000 Penalty: 3064.684082
	Iteration 32Q: 3 clusters Score -1443683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1443697.375000 Penalty: 3064.684082
	Iteration 33Q: 3 clusters Score -1443697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1443707.250000 Penalty: 3064.684082
	Iteration 34Q: 3 clusters Score -1443707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1443718.750000 Penalty: 3064.684082
	Iteration 35Q: 3 clusters Score -1443719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1443730.375000 Penalty: 3064.684082
	Iteration 36Q: 3 clusters Score -1443730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1443735.500000 Penalty: 3064.684082
	Iteration 37Q: 3 clusters Score -1443736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1443738.500000 Penalty: 3064.684082
	Iteration 38Q: 3 clusters Score -1443738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1443738.500000 Penalty: 3064.684082
	Iteration 39Q: 3 clusters Score -1443738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1443742.375000 Penalty: 3064.684082
	Iteration 40F: 3 clusters Score -1443742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1443742.625000 Penalty: 3064.684082
	Iteration 41Q: 3 clusters Score -1443743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1443743.625000 Penalty: 3064.684082
	Iteration 42Q: 3 clusters Score -1443744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1443744.250000 Penalty: 3064.684082
	Iteration 43Q: 3 clusters Score -1443744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1443746.750000 Penalty: 3064.684082
	Iteration 44Q: 3 clusters Score -1443747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1443748.000000 Penalty: 3064.684082
	Iteration 45Q: 3 clusters Score -1443748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1443750.000000 Penalty: 3064.684082
	Iteration 46Q: 3 clusters Score -1443750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1443757.625000 Penalty: 3064.684082
	Iteration 47Q: 3 clusters Score -1443758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1443757.875000 Penalty: 3064.684082
	Iteration 48Q: 3 clusters Score -1443758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1443759.000000 Penalty: 3064.684082
	Iteration 49Q: 3 clusters Score -1443759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1443759.750000 Penalty: 3064.684082
	Iteration 50Q: 3 clusters Score -1443760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1443759.750000 Penalty: 3064.684082
	Iteration 51F: 3 clusters Score -1443760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -225244.765625 Penalty: 1225.091919
	Iteration 0F: 2 clusters Score -225244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -223251.046875 Penalty: 2450.183838
	Iteration 0F: 3 clusters Score -223251 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -223780.984375 Penalty: 2450.183838
	Iteration 1F: 3 clusters Score -223781 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -223967.890625 Penalty: 2450.183838
	Iteration 2F: 3 clusters Score -223967.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224069.437500 Penalty: 2450.183838
	Iteration 3F: 3 clusters Score -224069.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -224122.187500 Penalty: 2450.183838
	Iteration 4Q: 3 clusters Score -224122.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -224148.015625 Penalty: 2450.183838
	Iteration 5Q: 3 clusters Score -224148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -224165.640625 Penalty: 2450.183838
	Iteration 6Q: 3 clusters Score -224165.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -224175.343750 Penalty: 2450.183838
	Iteration 7Q: 3 clusters Score -224175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -224184.984375 Penalty: 2450.183838
	Iteration 8Q: 3 clusters Score -224185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -224191.609375 Penalty: 2450.183838
	Iteration 9Q: 3 clusters Score -224191.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -224197.781250 Penalty: 2450.183838
	Iteration 10Q: 3 clusters Score -224197.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -224202.109375 Penalty: 2450.183838
	Iteration 11Q: 3 clusters Score -224202.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -224205.921875 Penalty: 2450.183838
	Iteration 12Q: 3 clusters Score -224205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -224209.093750 Penalty: 2450.183838
	Iteration 13Q: 3 clusters Score -224209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -224210.500000 Penalty: 2450.183838
	Iteration 14Q: 3 clusters Score -224210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -224212.984375 Penalty: 2450.183838
	Iteration 15Q: 3 clusters Score -224213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -224224.000000 Penalty: 2450.183838
	Iteration 16Q: 3 clusters Score -224224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -224227.859375 Penalty: 2450.183838
	Iteration 17Q: 3 clusters Score -224227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -224230.515625 Penalty: 2450.183838
	Iteration 18Q: 3 clusters Score -224230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -224232.453125 Penalty: 2450.183838
	Iteration 19Q: 3 clusters Score -224232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -224232.453125 Penalty: 2450.183838
	Iteration 20F: 3 clusters Score -224232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1254483.125000 Penalty: 1496.777832
	Iteration 0F: 2 clusters Score -1254483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1247248.125000 Penalty: 2993.555664
	Iteration 0F: 3 clusters Score -1247248 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1249665.125000 Penalty: 2993.555664
	Iteration 1F: 3 clusters Score -1249665 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1250035.875000 Penalty: 2993.555664
	Iteration 2F: 3 clusters Score -1250036 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1250473.500000 Penalty: 2993.555664
	Iteration 3F: 3 clusters Score -1250474 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1251021.375000 Penalty: 2993.555664
	Iteration 4F: 3 clusters Score -1251021 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1251690.375000 Penalty: 2993.555664
	Iteration 5F: 3 clusters Score -1251690 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1252385.875000 Penalty: 2993.555664
	Iteration 6F: 3 clusters Score -1252386 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1252927.750000 Penalty: 2993.555664
	Iteration 7F: 3 clusters Score -1252928 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1253320.875000 Penalty: 2993.555664
	Iteration 8Q: 3 clusters Score -1253321 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1253556.500000 Penalty: 2993.555664
	Iteration 9Q: 3 clusters Score -1253556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1253685.750000 Penalty: 2993.555664
	Iteration 10Q: 3 clusters Score -1253686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1253738.375000 Penalty: 2993.555664
	Iteration 11Q: 3 clusters Score -1253738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1253768.375000 Penalty: 2993.555664
	Iteration 12Q: 3 clusters Score -1253768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1253771.875000 Penalty: 2993.555664
	Iteration 13Q: 3 clusters Score -1253772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1253776.500000 Penalty: 2993.555664
	Iteration 14Q: 3 clusters Score -1253776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1253783.250000 Penalty: 2993.555664
	Iteration 15Q: 3 clusters Score -1253783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1253785.875000 Penalty: 2993.555664
	Iteration 16Q: 3 clusters Score -1253786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1253785.250000 Penalty: 2993.555664
	Iteration 17Q: 3 clusters Score -1253785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1253785.875000 Penalty: 2993.555664
	Iteration 18Q: 3 clusters Score -1253786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1253786.875000 Penalty: 2993.555664
	Iteration 19Q: 3 clusters Score -1253787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1253786.875000 Penalty: 2993.555664
	Iteration 20F: 3 clusters Score -1253787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 103880 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63080 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119467 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112207 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1880 members 
Mstep: Class 39 contains 10006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751632.000000 Penalty: 88477.945312
Iteration 359Q: 40 clusters Score -1.417516e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 16892 members 
Mstep: Class 5 contains 54036 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95657 members 
Mstep: Class 10 contains 26057 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6553 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102601 members 
Mstep: Class 15 contains 109626 members 
Mstep: Class 16 contains 42437 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8433 members 
Mstep: Class 19 contains 103884 members 
Mstep: Class 20 contains 4900 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63081 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119445 members 
Mstep: Class 29 contains 124638 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6455 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112200 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12456 members 
Mstep: Class 38 contains 1883 members 
Mstep: Class 39 contains 10060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751456.000000 Penalty: 88477.945312
Iteration 360F: 40 clusters Score -1.417515e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 16886 members 
Mstep: Class 5 contains 54037 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95654 members 
Mstep: Class 10 contains 26054 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6563 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102600 members 
Mstep: Class 15 contains 109633 members 
Mstep: Class 16 contains 42438 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8406 members 
Mstep: Class 19 contains 103865 members 
Mstep: Class 20 contains 4892 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14102 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119428 members 
Mstep: Class 29 contains 124649 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6457 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112190 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12463 members 
Mstep: Class 38 contains 1886 members 
Mstep: Class 39 contains 10113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751712.000000 Penalty: 88477.945312
Iteration 361Q: 40 clusters Score -1.417517e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 16877 members 
Mstep: Class 5 contains 54042 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95636 members 
Mstep: Class 10 contains 26051 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6567 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102598 members 
Mstep: Class 15 contains 109643 members 
Mstep: Class 16 contains 42436 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8389 members 
Mstep: Class 19 contains 103858 members 
Mstep: Class 20 contains 4887 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63065 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14102 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119413 members 
Mstep: Class 29 contains 124645 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6459 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112180 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12463 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 10180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751696.000000 Penalty: 88477.945312
Iteration 362Q: 40 clusters Score -1.417517e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 16866 members 
Mstep: Class 5 contains 54044 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95619 members 
Mstep: Class 10 contains 26045 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102595 members 
Mstep: Class 15 contains 109654 members 
Mstep: Class 16 contains 42431 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8378 members 
Mstep: Class 19 contains 103855 members 
Mstep: Class 20 contains 4884 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119404 members 
Mstep: Class 29 contains 124642 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6461 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112163 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12461 members 
Mstep: Class 38 contains 1893 members 
Mstep: Class 39 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751584.000000 Penalty: 88477.945312
Iteration 363Q: 40 clusters Score -1.417516e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 16855 members 
Mstep: Class 5 contains 54043 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95600 members 
Mstep: Class 10 contains 26038 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102600 members 
Mstep: Class 15 contains 109627 members 
Mstep: Class 16 contains 42426 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8363 members 
Mstep: Class 19 contains 103867 members 
Mstep: Class 20 contains 4883 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63056 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119388 members 
Mstep: Class 29 contains 124639 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6462 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112164 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12464 members 
Mstep: Class 38 contains 1896 members 
Mstep: Class 39 contains 10321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751424.000000 Penalty: 88477.945312
Iteration 364Q: 40 clusters Score -1.417514e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 16848 members 
Mstep: Class 5 contains 54040 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95568 members 
Mstep: Class 10 contains 26030 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102608 members 
Mstep: Class 15 contains 109621 members 
Mstep: Class 16 contains 42420 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8355 members 
Mstep: Class 19 contains 103875 members 
Mstep: Class 20 contains 4882 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63051 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119361 members 
Mstep: Class 29 contains 124638 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112151 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12461 members 
Mstep: Class 38 contains 1896 members 
Mstep: Class 39 contains 10408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751648.000000 Penalty: 88477.945312
Iteration 365Q: 40 clusters Score -1.417516e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 16830 members 
Mstep: Class 5 contains 54035 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95552 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102604 members 
Mstep: Class 15 contains 109619 members 
Mstep: Class 16 contains 42417 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8351 members 
Mstep: Class 19 contains 103885 members 
Mstep: Class 20 contains 4880 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63046 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 119346 members 
Mstep: Class 29 contains 124635 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112132 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12458 members 
Mstep: Class 38 contains 1897 members 
Mstep: Class 39 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 88477.945312
Iteration 366Q: 40 clusters Score -1.417516e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 16816 members 
Mstep: Class 5 contains 54039 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95531 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6577 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102608 members 
Mstep: Class 15 contains 109619 members 
Mstep: Class 16 contains 42414 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8347 members 
Mstep: Class 19 contains 103893 members 
Mstep: Class 20 contains 4875 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63037 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119330 members 
Mstep: Class 29 contains 124622 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112111 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12455 members 
Mstep: Class 38 contains 1898 members 
Mstep: Class 39 contains 10578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751680.000000 Penalty: 88477.945312
Iteration 367Q: 40 clusters Score -1.417517e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 7994 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 16801 members 
Mstep: Class 5 contains 54045 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 95535 members 
Mstep: Class 10 contains 26020 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102617 members 
Mstep: Class 15 contains 109622 members 
Mstep: Class 16 contains 42409 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8338 members 
Mstep: Class 19 contains 103889 members 
Mstep: Class 20 contains 4870 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63027 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119312 members 
Mstep: Class 29 contains 124614 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112101 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12458 members 
Mstep: Class 38 contains 1899 members 
Mstep: Class 39 contains 10645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751600.000000 Penalty: 88477.945312
Iteration 368Q: 40 clusters Score -1.417516e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 7994 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 16791 members 
Mstep: Class 5 contains 54046 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 95526 members 
Mstep: Class 10 contains 26012 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 6583 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102631 members 
Mstep: Class 15 contains 109628 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 103885 members 
Mstep: Class 20 contains 4866 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63017 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119288 members 
Mstep: Class 29 contains 124607 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6466 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112088 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1899 members 
Mstep: Class 39 contains 10716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 88477.945312
Iteration 369Q: 40 clusters Score -1.417516e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 16778 members 
Mstep: Class 5 contains 54053 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 95536 members 
Mstep: Class 10 contains 26001 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6591 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102636 members 
Mstep: Class 15 contains 109642 members 
Mstep: Class 16 contains 42401 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8330 members 
Mstep: Class 19 contains 103884 members 
Mstep: Class 20 contains 4862 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63007 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14102 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119259 members 
Mstep: Class 29 contains 124599 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112073 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1900 members 
Mstep: Class 39 contains 10769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751456.000000 Penalty: 88477.945312
Iteration 370Q: 40 clusters Score -1.417515e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 7997 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 16757 members 
Mstep: Class 5 contains 54056 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95561 members 
Mstep: Class 10 contains 25992 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102643 members 
Mstep: Class 15 contains 109650 members 
Mstep: Class 16 contains 42393 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8320 members 
Mstep: Class 19 contains 103876 members 
Mstep: Class 20 contains 4860 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 62999 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14101 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119244 members 
Mstep: Class 29 contains 124598 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6473 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112054 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12456 members 
Mstep: Class 38 contains 1900 members 
Mstep: Class 39 contains 10820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751408.000000 Penalty: 88477.945312
Iteration 371Q: 40 clusters Score -1.417514e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 16732 members 
Mstep: Class 5 contains 54060 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 95600 members 
Mstep: Class 10 contains 25981 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6591 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102653 members 
Mstep: Class 15 contains 109662 members 
Mstep: Class 16 contains 42387 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8306 members 
Mstep: Class 19 contains 103855 members 
Mstep: Class 20 contains 4860 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63004 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14100 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119222 members 
Mstep: Class 29 contains 124586 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6477 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112039 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12458 members 
Mstep: Class 38 contains 1901 members 
Mstep: Class 39 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751616.000000 Penalty: 88477.945312
Iteration 372Q: 40 clusters Score -1.417516e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 16708 members 
Mstep: Class 5 contains 54059 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 95629 members 
Mstep: Class 10 contains 25984 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6595 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102666 members 
Mstep: Class 15 contains 109665 members 
Mstep: Class 16 contains 42380 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8294 members 
Mstep: Class 19 contains 103833 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63012 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14099 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119216 members 
Mstep: Class 29 contains 124568 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112023 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12457 members 
Mstep: Class 38 contains 1901 members 
Mstep: Class 39 contains 10915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751536.000000 Penalty: 88477.945312
Iteration 373Q: 40 clusters Score -1.417515e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 16695 members 
Mstep: Class 5 contains 54055 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95665 members 
Mstep: Class 10 contains 25993 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102681 members 
Mstep: Class 15 contains 109669 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 103809 members 
Mstep: Class 20 contains 4839 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63010 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14098 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119218 members 
Mstep: Class 29 contains 124552 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112012 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 1903 members 
Mstep: Class 39 contains 10963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751344.000000 Penalty: 88477.945312
Iteration 374Q: 40 clusters Score -1.417513e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 16680 members 
Mstep: Class 5 contains 54061 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95688 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102699 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 103792 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63010 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119223 members 
Mstep: Class 29 contains 124536 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 112002 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 1906 members 
Mstep: Class 39 contains 11001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751584.000000 Penalty: 88477.945312
Iteration 375Q: 40 clusters Score -1.417516e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 16669 members 
Mstep: Class 5 contains 54064 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95711 members 
Mstep: Class 10 contains 26011 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102710 members 
Mstep: Class 15 contains 109659 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 103768 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63009 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119226 members 
Mstep: Class 29 contains 124531 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111992 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12450 members 
Mstep: Class 38 contains 1907 members 
Mstep: Class 39 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 376Q: 40 clusters Score -1.417518e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 16661 members 
Mstep: Class 5 contains 54064 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95717 members 
Mstep: Class 10 contains 26014 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6612 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102717 members 
Mstep: Class 15 contains 109674 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 103749 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63011 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14094 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119234 members 
Mstep: Class 29 contains 124517 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6485 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111982 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12448 members 
Mstep: Class 38 contains 1907 members 
Mstep: Class 39 contains 11071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 377Q: 40 clusters Score -1.417518e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 8001 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 16643 members 
Mstep: Class 5 contains 54061 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95748 members 
Mstep: Class 10 contains 26013 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102740 members 
Mstep: Class 15 contains 109674 members 
Mstep: Class 16 contains 42340 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8243 members 
Mstep: Class 19 contains 103705 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63012 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14097 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119235 members 
Mstep: Class 29 contains 124519 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111975 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12444 members 
Mstep: Class 38 contains 1907 members 
Mstep: Class 39 contains 11106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 378Q: 40 clusters Score -1.417518e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 8002 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 16618 members 
Mstep: Class 5 contains 54056 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95792 members 
Mstep: Class 10 contains 26016 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102762 members 
Mstep: Class 15 contains 109679 members 
Mstep: Class 16 contains 42332 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8234 members 
Mstep: Class 19 contains 103670 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63006 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14094 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119244 members 
Mstep: Class 29 contains 124510 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111971 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12442 members 
Mstep: Class 38 contains 1907 members 
Mstep: Class 39 contains 11135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751840.000000 Penalty: 88477.945312
Iteration 379Q: 40 clusters Score -1.417518e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 8004 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 54051 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95825 members 
Mstep: Class 10 contains 26025 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102777 members 
Mstep: Class 15 contains 109692 members 
Mstep: Class 16 contains 42318 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 103651 members 
Mstep: Class 20 contains 4759 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 62996 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14092 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4829 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119253 members 
Mstep: Class 29 contains 124510 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6485 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111953 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12442 members 
Mstep: Class 38 contains 1908 members 
Mstep: Class 39 contains 11162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 380F: 40 clusters Score -1.417519e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 8008 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 54046 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95850 members 
Mstep: Class 10 contains 26027 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102786 members 
Mstep: Class 15 contains 109698 members 
Mstep: Class 16 contains 42307 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 103628 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 62995 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119261 members 
Mstep: Class 29 contains 124520 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111932 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12443 members 
Mstep: Class 38 contains 1909 members 
Mstep: Class 39 contains 11192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 381Q: 40 clusters Score -1.417519e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 8010 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 16546 members 
Mstep: Class 5 contains 54042 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95890 members 
Mstep: Class 10 contains 26034 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102801 members 
Mstep: Class 15 contains 109690 members 
Mstep: Class 16 contains 42298 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 103602 members 
Mstep: Class 20 contains 4738 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 62994 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119274 members 
Mstep: Class 29 contains 124499 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111926 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12445 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 11220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751952.000000 Penalty: 88477.945312
Iteration 382Q: 40 clusters Score -1.41752e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 8012 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 16530 members 
Mstep: Class 5 contains 54045 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 95952 members 
Mstep: Class 10 contains 26038 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102820 members 
Mstep: Class 15 contains 109690 members 
Mstep: Class 16 contains 42293 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 103585 members 
Mstep: Class 20 contains 4727 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 62996 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14087 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119266 members 
Mstep: Class 29 contains 124478 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111912 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12444 members 
Mstep: Class 38 contains 1914 members 
Mstep: Class 39 contains 11241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 383Q: 40 clusters Score -1.417519e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 8012 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 16507 members 
Mstep: Class 5 contains 54040 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96008 members 
Mstep: Class 10 contains 26043 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102842 members 
Mstep: Class 15 contains 109690 members 
Mstep: Class 16 contains 42286 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8183 members 
Mstep: Class 19 contains 103564 members 
Mstep: Class 20 contains 4719 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 62997 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14085 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119263 members 
Mstep: Class 29 contains 124464 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111902 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12443 members 
Mstep: Class 38 contains 1917 members 
Mstep: Class 39 contains 11259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751984.000000 Penalty: 88477.945312
Iteration 384Q: 40 clusters Score -1.41752e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 16488 members 
Mstep: Class 5 contains 54036 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 96053 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102850 members 
Mstep: Class 15 contains 109692 members 
Mstep: Class 16 contains 42269 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 103545 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63005 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14083 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119274 members 
Mstep: Class 29 contains 124443 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111900 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12442 members 
Mstep: Class 38 contains 1917 members 
Mstep: Class 39 contains 11283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752128.000000 Penalty: 88477.945312
Iteration 385Q: 40 clusters Score -1.417521e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 8019 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 16471 members 
Mstep: Class 5 contains 54034 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 96091 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102867 members 
Mstep: Class 15 contains 109680 members 
Mstep: Class 16 contains 42248 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 103543 members 
Mstep: Class 20 contains 4702 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63006 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14080 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119280 members 
Mstep: Class 29 contains 124426 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111897 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12441 members 
Mstep: Class 38 contains 1919 members 
Mstep: Class 39 contains 11304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751984.000000 Penalty: 88477.945312
Iteration 386Q: 40 clusters Score -1.41752e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 8023 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 54037 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 96115 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102874 members 
Mstep: Class 15 contains 109675 members 
Mstep: Class 16 contains 42232 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8152 members 
Mstep: Class 19 contains 103561 members 
Mstep: Class 20 contains 4687 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63005 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14077 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119305 members 
Mstep: Class 29 contains 124411 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111876 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12440 members 
Mstep: Class 38 contains 1919 members 
Mstep: Class 39 contains 11325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751952.000000 Penalty: 88477.945312
Iteration 387Q: 40 clusters Score -1.41752e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 16429 members 
Mstep: Class 5 contains 54037 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 96137 members 
Mstep: Class 10 contains 26063 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102881 members 
Mstep: Class 15 contains 109679 members 
Mstep: Class 16 contains 42209 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8139 members 
Mstep: Class 19 contains 103561 members 
Mstep: Class 20 contains 4679 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63011 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14074 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119331 members 
Mstep: Class 29 contains 124405 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111863 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12439 members 
Mstep: Class 38 contains 1921 members 
Mstep: Class 39 contains 11348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752000.000000 Penalty: 88477.945312
Iteration 388Q: 40 clusters Score -1.41752e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 16412 members 
Mstep: Class 5 contains 54039 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 96174 members 
Mstep: Class 10 contains 26067 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102890 members 
Mstep: Class 15 contains 109664 members 
Mstep: Class 16 contains 42197 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 103549 members 
Mstep: Class 20 contains 4673 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63012 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14072 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119360 members 
Mstep: Class 29 contains 124407 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111839 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12436 members 
Mstep: Class 38 contains 1922 members 
Mstep: Class 39 contains 11362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751792.000000 Penalty: 88477.945312
Iteration 389Q: 40 clusters Score -1.417518e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 16403 members 
Mstep: Class 5 contains 54045 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 96230 members 
Mstep: Class 10 contains 26061 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102895 members 
Mstep: Class 15 contains 109662 members 
Mstep: Class 16 contains 42186 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8128 members 
Mstep: Class 19 contains 103516 members 
Mstep: Class 20 contains 4671 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63020 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14070 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119367 members 
Mstep: Class 29 contains 124407 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111814 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12432 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751760.000000 Penalty: 88477.945312
Iteration 390Q: 40 clusters Score -1.417518e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 16389 members 
Mstep: Class 5 contains 54044 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 96275 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102908 members 
Mstep: Class 15 contains 109646 members 
Mstep: Class 16 contains 42182 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8123 members 
Mstep: Class 19 contains 103469 members 
Mstep: Class 20 contains 4669 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63023 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14070 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119382 members 
Mstep: Class 29 contains 124414 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111806 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12426 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751648.000000 Penalty: 88477.945312
Iteration 391Q: 40 clusters Score -1.417516e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 16374 members 
Mstep: Class 5 contains 54038 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 96331 members 
Mstep: Class 10 contains 26066 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102920 members 
Mstep: Class 15 contains 109631 members 
Mstep: Class 16 contains 42182 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8113 members 
Mstep: Class 19 contains 103440 members 
Mstep: Class 20 contains 4666 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63025 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14069 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119376 members 
Mstep: Class 29 contains 124418 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111802 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12426 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751728.000000 Penalty: 88477.945312
Iteration 392Q: 40 clusters Score -1.417517e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 8026 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16365 members 
Mstep: Class 5 contains 54030 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 96371 members 
Mstep: Class 10 contains 26069 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102937 members 
Mstep: Class 15 contains 109643 members 
Mstep: Class 16 contains 42176 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 103437 members 
Mstep: Class 20 contains 4663 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63020 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14066 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119383 members 
Mstep: Class 29 contains 124397 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111786 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12426 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 393Q: 40 clusters Score -1.417519e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 8026 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 16356 members 
Mstep: Class 5 contains 54027 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96437 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102960 members 
Mstep: Class 15 contains 109644 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 103414 members 
Mstep: Class 20 contains 4663 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63022 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14065 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119384 members 
Mstep: Class 29 contains 124379 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111771 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12423 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751808.000000 Penalty: 88477.945312
Iteration 394Q: 40 clusters Score -1.417518e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16337 members 
Mstep: Class 5 contains 54021 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 96499 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 102989 members 
Mstep: Class 15 contains 109634 members 
Mstep: Class 16 contains 42144 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 103407 members 
Mstep: Class 20 contains 4659 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63024 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14064 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119381 members 
Mstep: Class 29 contains 124374 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111754 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12418 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751808.000000 Penalty: 88477.945312
Iteration 395Q: 40 clusters Score -1.417518e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 8028 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 54015 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 96554 members 
Mstep: Class 10 contains 26066 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103015 members 
Mstep: Class 15 contains 109637 members 
Mstep: Class 16 contains 42130 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 103388 members 
Mstep: Class 20 contains 4656 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63023 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14062 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119384 members 
Mstep: Class 29 contains 124370 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111738 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 396Q: 40 clusters Score -1.417518e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 8030 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 54003 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96596 members 
Mstep: Class 10 contains 26064 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103035 members 
Mstep: Class 15 contains 109640 members 
Mstep: Class 16 contains 42128 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 103369 members 
Mstep: Class 20 contains 4655 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63025 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14062 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119398 members 
Mstep: Class 29 contains 124363 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111710 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751984.000000 Penalty: 88477.945312
Iteration 397Q: 40 clusters Score -1.41752e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 8032 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16305 members 
Mstep: Class 5 contains 53997 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96637 members 
Mstep: Class 10 contains 26061 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103046 members 
Mstep: Class 15 contains 109655 members 
Mstep: Class 16 contains 42121 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8038 members 
Mstep: Class 19 contains 103352 members 
Mstep: Class 20 contains 4654 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63025 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14063 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119396 members 
Mstep: Class 29 contains 124359 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111693 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12419 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 398Q: 40 clusters Score -1.417519e+08 nChanged 353
Entering ConstructFrom: 
Score: -141751872.000000 Penalty: 88477.945312
Entering ConstructFrom: 
Trying to split cluster 1 (76026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Entering Unmasked Estep 
Score: -9609239.000000 Penalty: 1826.309937
	Iteration 0F: 2 clusters Score -9609239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -9558561.000000 Penalty: 3652.619873
	Iteration 0F: 3 clusters Score -9558561 nChanged 36133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -9579428.000000 Penalty: 3652.619873
	Iteration 1F: 3 clusters Score -9579428 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -9580107.000000 Penalty: 3652.619873
	Iteration 2Q: 3 clusters Score -9580107 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -9581075.000000 Penalty: 3652.619873
	Iteration 3Q: 3 clusters Score -9581075 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -9582567.000000 Penalty: 3652.619873
	Iteration 4Q: 3 clusters Score -9582567 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -9584762.000000 Penalty: 3652.619873
	Iteration 5Q: 3 clusters Score -9584762 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -9587528.000000 Penalty: 3652.619873
	Iteration 6F: 3 clusters Score -9587528 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -9590764.000000 Penalty: 3652.619873
	Iteration 7F: 3 clusters Score -9590764 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -9593956.000000 Penalty: 3652.619873
	Iteration 8F: 3 clusters Score -9593956 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -9596849.000000 Penalty: 3652.619873
	Iteration 9F: 3 clusters Score -9596849 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -9598819.000000 Penalty: 3652.619873
	Iteration 10F: 3 clusters Score -9598819 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -9600211.000000 Penalty: 3652.619873
	Iteration 11Q: 3 clusters Score -9600211 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -9600799.000000 Penalty: 3652.619873
	Iteration 12Q: 3 clusters Score -9600799 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -9601157.000000 Penalty: 3652.619873
	Iteration 13Q: 3 clusters Score -9601157 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -9601267.000000 Penalty: 3652.619873
	Iteration 14Q: 3 clusters Score -9601267 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -9601434.000000 Penalty: 3652.619873
	Iteration 15Q: 3 clusters Score -9601434 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -9601599.000000 Penalty: 3652.619873
	Iteration 16Q: 3 clusters Score -9601599 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -9601677.000000 Penalty: 3652.619873
	Iteration 17Q: 3 clusters Score -9601677 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -9601810.000000 Penalty: 3652.619873
	Iteration 18Q: 3 clusters Score -9601810 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -9601886.000000 Penalty: 3652.619873
	Iteration 19Q: 3 clusters Score -9601886 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -9601916.000000 Penalty: 3652.619873
	Iteration 20F: 3 clusters Score -9601916 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -9601990.000000 Penalty: 3652.619873
	Iteration 21Q: 3 clusters Score -9601990 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -9602094.000000 Penalty: 3652.619873
	Iteration 22Q: 3 clusters Score -9602094 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -9602209.000000 Penalty: 3652.619873
	Iteration 23Q: 3 clusters Score -9602209 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -9602280.000000 Penalty: 3652.619873
	Iteration 24Q: 3 clusters Score -9602280 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -9602396.000000 Penalty: 3652.619873
	Iteration 25Q: 3 clusters Score -9602396 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -9602495.000000 Penalty: 3652.619873
	Iteration 26Q: 3 clusters Score -9602495 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -9602570.000000 Penalty: 3652.619873
	Iteration 27Q: 3 clusters Score -9602570 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -9602685.000000 Penalty: 3652.619873
	Iteration 28Q: 3 clusters Score -9602685 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -9602819.000000 Penalty: 3652.619873
	Iteration 29Q: 3 clusters Score -9602819 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -9602974.000000 Penalty: 3652.619873
	Iteration 30Q: 3 clusters Score -9602974 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -9603112.000000 Penalty: 3652.619873
	Iteration 31Q: 3 clusters Score -9603112 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -9603261.000000 Penalty: 3652.619873
	Iteration 32Q: 3 clusters Score -9603261 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -9603438.000000 Penalty: 3652.619873
	Iteration 33Q: 3 clusters Score -9603438 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -9603594.000000 Penalty: 3652.619873
	Iteration 34Q: 3 clusters Score -9603594 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -9603789.000000 Penalty: 3652.619873
	Iteration 35Q: 3 clusters Score -9603789 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -9604004.000000 Penalty: 3652.619873
	Iteration 36Q: 3 clusters Score -9604004 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -9604208.000000 Penalty: 3652.619873
	Iteration 37Q: 3 clusters Score -9604208 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -9604407.000000 Penalty: 3652.619873
	Iteration 38Q: 3 clusters Score -9604407 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -9604649.000000 Penalty: 3652.619873
	Iteration 39Q: 3 clusters Score -9604649 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -9604929.000000 Penalty: 3652.619873
	Iteration 40F: 3 clusters Score -9604929 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -9605113.000000 Penalty: 3652.619873
	Iteration 41Q: 3 clusters Score -9605113 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -9605306.000000 Penalty: 3652.619873
	Iteration 42Q: 3 clusters Score -9605306 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -9605503.000000 Penalty: 3652.619873
	Iteration 43Q: 3 clusters Score -9605503 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -9605709.000000 Penalty: 3652.619873
	Iteration 44Q: 3 clusters Score -9605709 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9605917.000000 Penalty: 3652.619873
	Iteration 45Q: 3 clusters Score -9605917 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -9606092.000000 Penalty: 3652.619873
	Iteration 46Q: 3 clusters Score -9606092 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -9606293.000000 Penalty: 3652.619873
	Iteration 47Q: 3 clusters Score -9606293 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9606425.000000 Penalty: 3652.619873
	Iteration 48Q: 3 clusters Score -9606425 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -9606606.000000 Penalty: 3652.619873
	Iteration 49Q: 3 clusters Score -9606606 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -9606735.000000 Penalty: 3652.619873
	Iteration 50Q: 3 clusters Score -9606735 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -9606879.000000 Penalty: 3652.619873
	Iteration 51Q: 3 clusters Score -9606879 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9606995.000000 Penalty: 3652.619873
	Iteration 52Q: 3 clusters Score -9606995 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9607072.000000 Penalty: 3652.619873
	Iteration 53Q: 3 clusters Score -9607072 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9607172.000000 Penalty: 3652.619873
	Iteration 54Q: 3 clusters Score -9607172 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9607281.000000 Penalty: 3652.619873
	Iteration 55Q: 3 clusters Score -9607281 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9607329.000000 Penalty: 3652.619873
	Iteration 56Q: 3 clusters Score -9607329 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9607369.000000 Penalty: 3652.619873
	Iteration 57Q: 3 clusters Score -9607369 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9607437.000000 Penalty: 3652.619873
	Iteration 58Q: 3 clusters Score -9607437 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9607484.000000 Penalty: 3652.619873
	Iteration 59Q: 3 clusters Score -9607484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9607520.000000 Penalty: 3652.619873
	Iteration 60F: 3 clusters Score -9607520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9607562.000000 Penalty: 3652.619873
	Iteration 61Q: 3 clusters Score -9607562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9607591.000000 Penalty: 3652.619873
	Iteration 62Q: 3 clusters Score -9607591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9607624.000000 Penalty: 3652.619873
	Iteration 63Q: 3 clusters Score -9607624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9607627.000000 Penalty: 3652.619873
	Iteration 64Q: 3 clusters Score -9607627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9607647.000000 Penalty: 3652.619873
	Iteration 65Q: 3 clusters Score -9607647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9607668.000000 Penalty: 3652.619873
	Iteration 66Q: 3 clusters Score -9607668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9607677.000000 Penalty: 3652.619873
	Iteration 67Q: 3 clusters Score -9607677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9607677.000000 Penalty: 3652.619873
	Iteration 68Q: 3 clusters Score -9607677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9607670.000000 Penalty: 3652.619873
	Iteration 69Q: 3 clusters Score -9607670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9607672.000000 Penalty: 3652.619873
	Iteration 70Q: 3 clusters Score -9607672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9607678.000000 Penalty: 3652.619873
	Iteration 71Q: 3 clusters Score -9607678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9607672.000000 Penalty: 3652.619873
	Iteration 72Q: 3 clusters Score -9607672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9607681.000000 Penalty: 3652.619873
	Iteration 73Q: 3 clusters Score -9607681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9607691.000000 Penalty: 3652.619873
	Iteration 74Q: 3 clusters Score -9607691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9607702.000000 Penalty: 3652.619873
	Iteration 75Q: 3 clusters Score -9607702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9607705.000000 Penalty: 3652.619873
	Iteration 76Q: 3 clusters Score -9607705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9607706.000000 Penalty: 3652.619873
	Iteration 77Q: 3 clusters Score -9607706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9607703.000000 Penalty: 3652.619873
	Iteration 78Q: 3 clusters Score -9607703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9607704.000000 Penalty: 3652.619873
	Iteration 79Q: 3 clusters Score -9607704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9607699.000000 Penalty: 3652.619873
	Iteration 80F: 3 clusters Score -9607699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9607702.000000 Penalty: 3652.619873
	Iteration 81Q: 3 clusters Score -9607702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9607701.000000 Penalty: 3652.619873
	Iteration 82Q: 3 clusters Score -9607701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9607705.000000 Penalty: 3652.619873
	Iteration 83Q: 3 clusters Score -9607705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9607708.000000 Penalty: 3652.619873
	Iteration 84Q: 3 clusters Score -9607708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9607710.000000 Penalty: 3652.619873
	Iteration 85Q: 3 clusters Score -9607710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9607710.000000 Penalty: 3652.619873
	Iteration 86Q: 3 clusters Score -9607710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9607716.000000 Penalty: 3652.619873
	Iteration 87Q: 3 clusters Score -9607716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9607718.000000 Penalty: 3652.619873
	Iteration 88Q: 3 clusters Score -9607718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9607721.000000 Penalty: 3652.619873
	Iteration 89Q: 3 clusters Score -9607721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9607708.000000 Penalty: 3652.619873
	Iteration 90Q: 3 clusters Score -9607708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9607706.000000 Penalty: 3652.619873
	Iteration 91Q: 3 clusters Score -9607706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9607711.000000 Penalty: 3652.619873
	Iteration 92Q: 3 clusters Score -9607711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9607712.000000 Penalty: 3652.619873
	Iteration 93Q: 3 clusters Score -9607712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9607710.000000 Penalty: 3652.619873
	Iteration 94Q: 3 clusters Score -9607710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9607708.000000 Penalty: 3652.619873
	Iteration 95Q: 3 clusters Score -9607708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9607712.000000 Penalty: 3652.619873
	Iteration 96Q: 3 clusters Score -9607712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9607725.000000 Penalty: 3652.619873
	Iteration 97Q: 3 clusters Score -9607725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9607729.000000 Penalty: 3652.619873
	Iteration 98Q: 3 clusters Score -9607729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9607732.000000 Penalty: 3652.619873
	Iteration 99Q: 3 clusters Score -9607732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9607732.000000 Penalty: 3652.619873
	Iteration 100F: 3 clusters Score -9607732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9607738.000000 Penalty: 3652.619873
	Iteration 101Q: 3 clusters Score -9607738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9607741.000000 Penalty: 3652.619873
	Iteration 102Q: 3 clusters Score -9607741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9607745.000000 Penalty: 3652.619873
	Iteration 103Q: 3 clusters Score -9607745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9607749.000000 Penalty: 3652.619873
	Iteration 104Q: 3 clusters Score -9607749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9607749.000000 Penalty: 3652.619873
	Iteration 105Q: 3 clusters Score -9607749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9607747.000000 Penalty: 3652.619873
	Iteration 106Q: 3 clusters Score -9607747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9607744.000000 Penalty: 3652.619873
	Iteration 107Q: 3 clusters Score -9607744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9607744.000000 Penalty: 3652.619873
	Iteration 108F: 3 clusters Score -9607744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Entering Unmasked Estep 
Score: -999959.062500 Penalty: 1461.088379
	Iteration 0F: 2 clusters Score -999959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -994081.250000 Penalty: 2922.176758
	Iteration 0F: 3 clusters Score -994081.2 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -995893.312500 Penalty: 2922.176758
	Iteration 1F: 3 clusters Score -995893.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -996088.625000 Penalty: 2922.176758
	Iteration 2F: 3 clusters Score -996088.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -996240.437500 Penalty: 2922.176758
	Iteration 3Q: 3 clusters Score -996240.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -996346.437500 Penalty: 2922.176758
	Iteration 4Q: 3 clusters Score -996346.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -996448.437500 Penalty: 2922.176758
	Iteration 5Q: 3 clusters Score -996448.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -996545.812500 Penalty: 2922.176758
	Iteration 6Q: 3 clusters Score -996545.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -996642.875000 Penalty: 2922.176758
	Iteration 7Q: 3 clusters Score -996642.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -996760.750000 Penalty: 2922.176758
	Iteration 8Q: 3 clusters Score -996760.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -996877.812500 Penalty: 2922.176758
	Iteration 9Q: 3 clusters Score -996877.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -997017.375000 Penalty: 2922.176758
	Iteration 10Q: 3 clusters Score -997017.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -997162.312500 Penalty: 2922.176758
	Iteration 11Q: 3 clusters Score -997162.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -997271.375000 Penalty: 2922.176758
	Iteration 12Q: 3 clusters Score -997271.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -997352.062500 Penalty: 2922.176758
	Iteration 13Q: 3 clusters Score -997352.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -997451.562500 Penalty: 2922.176758
	Iteration 14Q: 3 clusters Score -997451.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -997557.750000 Penalty: 2922.176758
	Iteration 15Q: 3 clusters Score -997557.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -997653.875000 Penalty: 2922.176758
	Iteration 16Q: 3 clusters Score -997653.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -997733.937500 Penalty: 2922.176758
	Iteration 17Q: 3 clusters Score -997733.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -997781.562500 Penalty: 2922.176758
	Iteration 18Q: 3 clusters Score -997781.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -997819.000000 Penalty: 2922.176758
	Iteration 19Q: 3 clusters Score -997819 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -997852.062500 Penalty: 2922.176758
	Iteration 20F: 3 clusters Score -997852.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -997878.812500 Penalty: 2922.176758
	Iteration 21Q: 3 clusters Score -997878.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -997914.062500 Penalty: 2922.176758
	Iteration 22Q: 3 clusters Score -997914.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -997936.937500 Penalty: 2922.176758
	Iteration 23Q: 3 clusters Score -997936.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -997960.625000 Penalty: 2922.176758
	Iteration 24Q: 3 clusters Score -997960.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -997978.812500 Penalty: 2922.176758
	Iteration 25Q: 3 clusters Score -997978.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -997997.937500 Penalty: 2922.176758
	Iteration 26Q: 3 clusters Score -997997.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -998013.937500 Penalty: 2922.176758
	Iteration 27Q: 3 clusters Score -998013.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -998025.437500 Penalty: 2922.176758
	Iteration 28Q: 3 clusters Score -998025.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -998047.125000 Penalty: 2922.176758
	Iteration 29Q: 3 clusters Score -998047.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -998060.687500 Penalty: 2922.176758
	Iteration 30Q: 3 clusters Score -998060.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -998076.125000 Penalty: 2922.176758
	Iteration 31Q: 3 clusters Score -998076.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -998094.687500 Penalty: 2922.176758
	Iteration 32Q: 3 clusters Score -998094.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -998114.375000 Penalty: 2922.176758
	Iteration 33Q: 3 clusters Score -998114.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -998135.250000 Penalty: 2922.176758
	Iteration 34Q: 3 clusters Score -998135.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -998166.500000 Penalty: 2922.176758
	Iteration 35Q: 3 clusters Score -998166.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -998200.437500 Penalty: 2922.176758
	Iteration 36Q: 3 clusters Score -998200.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -998234.187500 Penalty: 2922.176758
	Iteration 37Q: 3 clusters Score -998234.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -998270.750000 Penalty: 2922.176758
	Iteration 38Q: 3 clusters Score -998270.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -998300.437500 Penalty: 2922.176758
	Iteration 39Q: 3 clusters Score -998300.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -998335.500000 Penalty: 2922.176758
	Iteration 40F: 3 clusters Score -998335.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -998372.625000 Penalty: 2922.176758
	Iteration 41Q: 3 clusters Score -998372.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -998402.687500 Penalty: 2922.176758
	Iteration 42Q: 3 clusters Score -998402.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -998427.625000 Penalty: 2922.176758
	Iteration 43Q: 3 clusters Score -998427.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -998460.687500 Penalty: 2922.176758
	Iteration 44Q: 3 clusters Score -998460.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -998499.750000 Penalty: 2922.176758
	Iteration 45Q: 3 clusters Score -998499.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -998525.187500 Penalty: 2922.176758
	Iteration 46Q: 3 clusters Score -998525.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -998553.062500 Penalty: 2922.176758
	Iteration 47Q: 3 clusters Score -998553.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -998575.187500 Penalty: 2922.176758
	Iteration 48Q: 3 clusters Score -998575.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -998593.937500 Penalty: 2922.176758
	Iteration 49Q: 3 clusters Score -998593.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -998604.625000 Penalty: 2922.176758
	Iteration 50Q: 3 clusters Score -998604.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -998613.000000 Penalty: 2922.176758
	Iteration 51Q: 3 clusters Score -998613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -998621.187500 Penalty: 2922.176758
	Iteration 52Q: 3 clusters Score -998621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -998630.500000 Penalty: 2922.176758
	Iteration 53Q: 3 clusters Score -998630.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -998638.437500 Penalty: 2922.176758
	Iteration 54Q: 3 clusters Score -998638.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -998648.437500 Penalty: 2922.176758
	Iteration 55Q: 3 clusters Score -998648.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -998656.125000 Penalty: 2922.176758
	Iteration 56Q: 3 clusters Score -998656.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -998667.250000 Penalty: 2922.176758
	Iteration 57Q: 3 clusters Score -998667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -998673.250000 Penalty: 2922.176758
	Iteration 58Q: 3 clusters Score -998673.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -998686.812500 Penalty: 2922.176758
	Iteration 59Q: 3 clusters Score -998686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -998698.562500 Penalty: 2922.176758
	Iteration 60F: 3 clusters Score -998698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -998705.937500 Penalty: 2922.176758
	Iteration 61Q: 3 clusters Score -998705.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -998710.250000 Penalty: 2922.176758
	Iteration 62Q: 3 clusters Score -998710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -998719.812500 Penalty: 2922.176758
	Iteration 63Q: 3 clusters Score -998719.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -998736.875000 Penalty: 2922.176758
	Iteration 64Q: 3 clusters Score -998736.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -998749.437500 Penalty: 2922.176758
	Iteration 65Q: 3 clusters Score -998749.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -998760.125000 Penalty: 2922.176758
	Iteration 66Q: 3 clusters Score -998760.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -998773.437500 Penalty: 2922.176758
	Iteration 67Q: 3 clusters Score -998773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -998776.812500 Penalty: 2922.176758
	Iteration 68Q: 3 clusters Score -998776.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -998782.250000 Penalty: 2922.176758
	Iteration 69Q: 3 clusters Score -998782.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -998788.187500 Penalty: 2922.176758
	Iteration 70Q: 3 clusters Score -998788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -998794.125000 Penalty: 2922.176758
	Iteration 71Q: 3 clusters Score -998794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -998797.250000 Penalty: 2922.176758
	Iteration 72Q: 3 clusters Score -998797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -998800.500000 Penalty: 2922.176758
	Iteration 73Q: 3 clusters Score -998800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -998802.562500 Penalty: 2922.176758
	Iteration 74Q: 3 clusters Score -998802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -998800.812500 Penalty: 2922.176758
	Iteration 75Q: 3 clusters Score -998800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -998800.562500 Penalty: 2922.176758
	Iteration 76Q: 3 clusters Score -998800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -998800.562500 Penalty: 2922.176758
	Iteration 77F: 3 clusters Score -998800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -183743.812500 Penalty: 1202.402100
	Iteration 0F: 2 clusters Score -183743.8 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 787 members 
Entering Unmasked Estep 
Score: -181906.656250 Penalty: 2404.804199
	Iteration 0F: 3 clusters Score -181906.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182407.734375 Penalty: 2404.804199
	Iteration 1F: 3 clusters Score -182407.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182582.859375 Penalty: 2404.804199
	Iteration 2F: 3 clusters Score -182582.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182719.593750 Penalty: 2404.804199
	Iteration 3F: 3 clusters Score -182719.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -182849.781250 Penalty: 2404.804199
	Iteration 4F: 3 clusters Score -182849.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -182979.812500 Penalty: 2404.804199
	Iteration 5F: 3 clusters Score -182979.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -183099.515625 Penalty: 2404.804199
	Iteration 6Q: 3 clusters Score -183099.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -183226.531250 Penalty: 2404.804199
	Iteration 7Q: 3 clusters Score -183226.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183303.468750 Penalty: 2404.804199
	Iteration 8Q: 3 clusters Score -183303.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -183349.031250 Penalty: 2404.804199
	Iteration 9Q: 3 clusters Score -183349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -183381.437500 Penalty: 2404.804199
	Iteration 10Q: 3 clusters Score -183381.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -183407.703125 Penalty: 2404.804199
	Iteration 11Q: 3 clusters Score -183407.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -183431.468750 Penalty: 2404.804199
	Iteration 12Q: 3 clusters Score -183431.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -183446.234375 Penalty: 2404.804199
	Iteration 13Q: 3 clusters Score -183446.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183462.187500 Penalty: 2404.804199
	Iteration 14Q: 3 clusters Score -183462.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183477.250000 Penalty: 2404.804199
	Iteration 15Q: 3 clusters Score -183477.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183492.953125 Penalty: 2404.804199
	Iteration 16Q: 3 clusters Score -183493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -183502.468750 Penalty: 2404.804199
	Iteration 17Q: 3 clusters Score -183502.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183511.578125 Penalty: 2404.804199
	Iteration 18Q: 3 clusters Score -183511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183515.546875 Penalty: 2404.804199
	Iteration 19Q: 3 clusters Score -183515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183515.875000 Penalty: 2404.804199
	Iteration 20F: 3 clusters Score -183515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183516.171875 Penalty: 2404.804199
	Iteration 21Q: 3 clusters Score -183516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183516.171875 Penalty: 2404.804199
	Iteration 22F: 3 clusters Score -183516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Entering Unmasked Estep 
Score: -1994921.000000 Penalty: 1576.084473
	Iteration 0F: 2 clusters Score -1994921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1983722.000000 Penalty: 3152.168945
	Iteration 0F: 3 clusters Score -1983722 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1987712.125000 Penalty: 3152.168945
	Iteration 1F: 3 clusters Score -1987712 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1988044.125000 Penalty: 3152.168945
	Iteration 2F: 3 clusters Score -1988044 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1988382.500000 Penalty: 3152.168945
	Iteration 3Q: 3 clusters Score -1988382 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1988765.125000 Penalty: 3152.168945
	Iteration 4F: 3 clusters Score -1988765 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1989114.250000 Penalty: 3152.168945
	Iteration 5Q: 3 clusters Score -1989114 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1989457.375000 Penalty: 3152.168945
	Iteration 6Q: 3 clusters Score -1989457 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1989757.750000 Penalty: 3152.168945
	Iteration 7Q: 3 clusters Score -1989758 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1990059.375000 Penalty: 3152.168945
	Iteration 8Q: 3 clusters Score -1990059 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1990370.125000 Penalty: 3152.168945
	Iteration 9Q: 3 clusters Score -1990370 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1990722.750000 Penalty: 3152.168945
	Iteration 10Q: 3 clusters Score -1990723 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1991109.625000 Penalty: 3152.168945
	Iteration 11Q: 3 clusters Score -1991110 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1991457.000000 Penalty: 3152.168945
	Iteration 12Q: 3 clusters Score -1991457 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1991766.500000 Penalty: 3152.168945
	Iteration 13Q: 3 clusters Score -1991766 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1991966.250000 Penalty: 3152.168945
	Iteration 14Q: 3 clusters Score -1991966 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1992128.875000 Penalty: 3152.168945
	Iteration 15Q: 3 clusters Score -1992129 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1992274.750000 Penalty: 3152.168945
	Iteration 16Q: 3 clusters Score -1992275 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1992382.875000 Penalty: 3152.168945
	Iteration 17Q: 3 clusters Score -1992383 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1992480.625000 Penalty: 3152.168945
	Iteration 18Q: 3 clusters Score -1992481 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1992579.125000 Penalty: 3152.168945
	Iteration 19Q: 3 clusters Score -1992579 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1992667.125000 Penalty: 3152.168945
	Iteration 20F: 3 clusters Score -1992667 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1992755.125000 Penalty: 3152.168945
	Iteration 21Q: 3 clusters Score -1992755 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1992827.250000 Penalty: 3152.168945
	Iteration 22Q: 3 clusters Score -1992827 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1992894.125000 Penalty: 3152.168945
	Iteration 23Q: 3 clusters Score -1992894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1992974.750000 Penalty: 3152.168945
	Iteration 24Q: 3 clusters Score -1992975 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1993055.125000 Penalty: 3152.168945
	Iteration 25Q: 3 clusters Score -1993055 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1993142.125000 Penalty: 3152.168945
	Iteration 26Q: 3 clusters Score -1993142 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1993199.125000 Penalty: 3152.168945
	Iteration 27Q: 3 clusters Score -1993199 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1993275.500000 Penalty: 3152.168945
	Iteration 28Q: 3 clusters Score -1993276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1993336.375000 Penalty: 3152.168945
	Iteration 29Q: 3 clusters Score -1993336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1993376.875000 Penalty: 3152.168945
	Iteration 30Q: 3 clusters Score -1993377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1993413.375000 Penalty: 3152.168945
	Iteration 31Q: 3 clusters Score -1993413 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1993435.125000 Penalty: 3152.168945
	Iteration 32Q: 3 clusters Score -1993435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1993461.000000 Penalty: 3152.168945
	Iteration 33Q: 3 clusters Score -1993461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1993483.125000 Penalty: 3152.168945
	Iteration 34Q: 3 clusters Score -1993483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1993502.875000 Penalty: 3152.168945
	Iteration 35Q: 3 clusters Score -1993503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1993526.125000 Penalty: 3152.168945
	Iteration 36Q: 3 clusters Score -1993526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1993547.750000 Penalty: 3152.168945
	Iteration 37Q: 3 clusters Score -1993548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1993566.875000 Penalty: 3152.168945
	Iteration 38Q: 3 clusters Score -1993567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1993575.375000 Penalty: 3152.168945
	Iteration 39Q: 3 clusters Score -1993575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1993589.125000 Penalty: 3152.168945
	Iteration 40F: 3 clusters Score -1993589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1993593.625000 Penalty: 3152.168945
	Iteration 41Q: 3 clusters Score -1993594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1993595.250000 Penalty: 3152.168945
	Iteration 42Q: 3 clusters Score -1993595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1993602.250000 Penalty: 3152.168945
	Iteration 43Q: 3 clusters Score -1993602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1993604.375000 Penalty: 3152.168945
	Iteration 44Q: 3 clusters Score -1993604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1993611.250000 Penalty: 3152.168945
	Iteration 45Q: 3 clusters Score -1993611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1993615.125000 Penalty: 3152.168945
	Iteration 46Q: 3 clusters Score -1993615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1993619.750000 Penalty: 3152.168945
	Iteration 47Q: 3 clusters Score -1993620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1993625.125000 Penalty: 3152.168945
	Iteration 48Q: 3 clusters Score -1993625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1993629.250000 Penalty: 3152.168945
	Iteration 49Q: 3 clusters Score -1993629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1993635.750000 Penalty: 3152.168945
	Iteration 50Q: 3 clusters Score -1993636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1993637.250000 Penalty: 3152.168945
	Iteration 51Q: 3 clusters Score -1993637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1993640.375000 Penalty: 3152.168945
	Iteration 52Q: 3 clusters Score -1993640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1993644.125000 Penalty: 3152.168945
	Iteration 53Q: 3 clusters Score -1993644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1993646.625000 Penalty: 3152.168945
	Iteration 54Q: 3 clusters Score -1993647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1993648.750000 Penalty: 3152.168945
	Iteration 55Q: 3 clusters Score -1993649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1993649.750000 Penalty: 3152.168945
	Iteration 56Q: 3 clusters Score -1993650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1993655.875000 Penalty: 3152.168945
	Iteration 57Q: 3 clusters Score -1993656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1993658.000000 Penalty: 3152.168945
	Iteration 58Q: 3 clusters Score -1993658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1993662.000000 Penalty: 3152.168945
	Iteration 59Q: 3 clusters Score -1993662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1993665.000000 Penalty: 3152.168945
	Iteration 60F: 3 clusters Score -1993665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1993668.250000 Penalty: 3152.168945
	Iteration 61Q: 3 clusters Score -1993668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1993669.250000 Penalty: 3152.168945
	Iteration 62Q: 3 clusters Score -1993669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1993669.875000 Penalty: 3152.168945
	Iteration 63Q: 3 clusters Score -1993670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1993673.500000 Penalty: 3152.168945
	Iteration 64Q: 3 clusters Score -1993674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1993673.750000 Penalty: 3152.168945
	Iteration 65Q: 3 clusters Score -1993674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1993675.000000 Penalty: 3152.168945
	Iteration 66Q: 3 clusters Score -1993675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1993675.500000 Penalty: 3152.168945
	Iteration 67Q: 3 clusters Score -1993676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1993677.000000 Penalty: 3152.168945
	Iteration 68Q: 3 clusters Score -1993677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1993680.000000 Penalty: 3152.168945
	Iteration 69Q: 3 clusters Score -1993680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1993679.500000 Penalty: 3152.168945
	Iteration 70Q: 3 clusters Score -1993680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1993680.750000 Penalty: 3152.168945
	Iteration 71Q: 3 clusters Score -1993681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1993679.125000 Penalty: 3152.168945
	Iteration 72Q: 3 clusters Score -1993679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1993679.125000 Penalty: 3152.168945
	Iteration 73F: 3 clusters Score -1993679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Entering Unmasked Estep 
Score: -6827674.000000 Penalty: 1770.668945
	Iteration 0F: 2 clusters Score -6827674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -6791547.000000 Penalty: 3541.337891
	Iteration 0F: 3 clusters Score -6791547 nChanged 25491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6806105.500000 Penalty: 3541.337891
	Iteration 1F: 3 clusters Score -6806106 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -6806548.000000 Penalty: 3541.337891
	Iteration 2Q: 3 clusters Score -6806548 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6806929.000000 Penalty: 3541.337891
	Iteration 3Q: 3 clusters Score -6806929 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -6807393.000000 Penalty: 3541.337891
	Iteration 4Q: 3 clusters Score -6807393 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6807870.000000 Penalty: 3541.337891
	Iteration 5Q: 3 clusters Score -6807870 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -6808410.000000 Penalty: 3541.337891
	Iteration 6Q: 3 clusters Score -6808410 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6809052.500000 Penalty: 3541.337891
	Iteration 7Q: 3 clusters Score -6809052 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -6809906.000000 Penalty: 3541.337891
	Iteration 8Q: 3 clusters Score -6809906 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6811139.500000 Penalty: 3541.337891
	Iteration 9Q: 3 clusters Score -6811140 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -6812931.500000 Penalty: 3541.337891
	Iteration 10F: 3 clusters Score -6812932 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -6815189.500000 Penalty: 3541.337891
	Iteration 11F: 3 clusters Score -6815190 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -6817572.500000 Penalty: 3541.337891
	Iteration 12F: 3 clusters Score -6817572 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -6819371.500000 Penalty: 3541.337891
	Iteration 13F: 3 clusters Score -6819372 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -6820453.500000 Penalty: 3541.337891
	Iteration 14Q: 3 clusters Score -6820454 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -6821114.000000 Penalty: 3541.337891
	Iteration 15Q: 3 clusters Score -6821114 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -6821507.500000 Penalty: 3541.337891
	Iteration 16Q: 3 clusters Score -6821508 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -6821813.000000 Penalty: 3541.337891
	Iteration 17Q: 3 clusters Score -6821813 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -6822076.000000 Penalty: 3541.337891
	Iteration 18Q: 3 clusters Score -6822076 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -6822339.500000 Penalty: 3541.337891
	Iteration 19Q: 3 clusters Score -6822340 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -6822605.500000 Penalty: 3541.337891
	Iteration 20F: 3 clusters Score -6822606 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -6822770.500000 Penalty: 3541.337891
	Iteration 21Q: 3 clusters Score -6822770 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6822944.500000 Penalty: 3541.337891
	Iteration 22Q: 3 clusters Score -6822944 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -6823082.000000 Penalty: 3541.337891
	Iteration 23Q: 3 clusters Score -6823082 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -6823237.000000 Penalty: 3541.337891
	Iteration 24Q: 3 clusters Score -6823237 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -6823375.500000 Penalty: 3541.337891
	Iteration 25Q: 3 clusters Score -6823376 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -6823485.500000 Penalty: 3541.337891
	Iteration 26Q: 3 clusters Score -6823486 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -6823601.000000 Penalty: 3541.337891
	Iteration 27Q: 3 clusters Score -6823601 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -6823729.000000 Penalty: 3541.337891
	Iteration 28Q: 3 clusters Score -6823729 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6823859.500000 Penalty: 3541.337891
	Iteration 29Q: 3 clusters Score -6823860 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6823960.500000 Penalty: 3541.337891
	Iteration 30Q: 3 clusters Score -6823960 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -6824049.000000 Penalty: 3541.337891
	Iteration 31Q: 3 clusters Score -6824049 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6824170.000000 Penalty: 3541.337891
	Iteration 32Q: 3 clusters Score -6824170 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -6824255.500000 Penalty: 3541.337891
	Iteration 33Q: 3 clusters Score -6824256 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6824379.500000 Penalty: 3541.337891
	Iteration 34Q: 3 clusters Score -6824380 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -6824526.000000 Penalty: 3541.337891
	Iteration 35Q: 3 clusters Score -6824526 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6824647.500000 Penalty: 3541.337891
	Iteration 36Q: 3 clusters Score -6824648 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6824749.500000 Penalty: 3541.337891
	Iteration 37Q: 3 clusters Score -6824750 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -6824860.500000 Penalty: 3541.337891
	Iteration 38Q: 3 clusters Score -6824860 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6825011.500000 Penalty: 3541.337891
	Iteration 39Q: 3 clusters Score -6825012 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -6825156.000000 Penalty: 3541.337891
	Iteration 40F: 3 clusters Score -6825156 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6825285.500000 Penalty: 3541.337891
	Iteration 41Q: 3 clusters Score -6825286 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -6825411.500000 Penalty: 3541.337891
	Iteration 42Q: 3 clusters Score -6825412 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -6825523.000000 Penalty: 3541.337891
	Iteration 43Q: 3 clusters Score -6825523 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -6825666.500000 Penalty: 3541.337891
	Iteration 44Q: 3 clusters Score -6825666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6825772.500000 Penalty: 3541.337891
	Iteration 45Q: 3 clusters Score -6825772 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6825899.500000 Penalty: 3541.337891
	Iteration 46Q: 3 clusters Score -6825900 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -6825971.000000 Penalty: 3541.337891
	Iteration 47Q: 3 clusters Score -6825971 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -6826047.000000 Penalty: 3541.337891
	Iteration 48Q: 3 clusters Score -6826047 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -6826097.500000 Penalty: 3541.337891
	Iteration 49Q: 3 clusters Score -6826098 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6826131.500000 Penalty: 3541.337891
	Iteration 50Q: 3 clusters Score -6826132 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -6826166.000000 Penalty: 3541.337891
	Iteration 51Q: 3 clusters Score -6826166 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -6826218.000000 Penalty: 3541.337891
	Iteration 52Q: 3 clusters Score -6826218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -6826251.500000 Penalty: 3541.337891
	Iteration 53Q: 3 clusters Score -6826252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -6826270.500000 Penalty: 3541.337891
	Iteration 54Q: 3 clusters Score -6826270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -6826271.500000 Penalty: 3541.337891
	Iteration 55Q: 3 clusters Score -6826272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -6826271.500000 Penalty: 3541.337891
	Iteration 56Q: 3 clusters Score -6826272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -6826286.500000 Penalty: 3541.337891
	Iteration 57Q: 3 clusters Score -6826286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -6826290.000000 Penalty: 3541.337891
	Iteration 58Q: 3 clusters Score -6826290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6826300.000000 Penalty: 3541.337891
	Iteration 59Q: 3 clusters Score -6826300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -6826311.500000 Penalty: 3541.337891
	Iteration 60F: 3 clusters Score -6826312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6826329.000000 Penalty: 3541.337891
	Iteration 61Q: 3 clusters Score -6826329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -6826324.500000 Penalty: 3541.337891
	Iteration 62Q: 3 clusters Score -6826324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6826329.500000 Penalty: 3541.337891
	Iteration 63Q: 3 clusters Score -6826330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -6826348.000000 Penalty: 3541.337891
	Iteration 64Q: 3 clusters Score -6826348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6826356.500000 Penalty: 3541.337891
	Iteration 65Q: 3 clusters Score -6826356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -6826361.500000 Penalty: 3541.337891
	Iteration 66Q: 3 clusters Score -6826362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -6826356.500000 Penalty: 3541.337891
	Iteration 67Q: 3 clusters Score -6826356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -6826354.000000 Penalty: 3541.337891
	Iteration 68Q: 3 clusters Score -6826354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -6826358.000000 Penalty: 3541.337891
	Iteration 69Q: 3 clusters Score -6826358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -6826364.000000 Penalty: 3541.337891
	Iteration 70Q: 3 clusters Score -6826364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -6826365.500000 Penalty: 3541.337891
	Iteration 71Q: 3 clusters Score -6826366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6826375.000000 Penalty: 3541.337891
	Iteration 72Q: 3 clusters Score -6826375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -6826393.500000 Penalty: 3541.337891
	Iteration 73Q: 3 clusters Score -6826394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -6826410.000000 Penalty: 3541.337891
	Iteration 74Q: 3 clusters Score -6826410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -6826430.000000 Penalty: 3541.337891
	Iteration 75Q: 3 clusters Score -6826430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6826439.000000 Penalty: 3541.337891
	Iteration 76Q: 3 clusters Score -6826439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -6826457.500000 Penalty: 3541.337891
	Iteration 77Q: 3 clusters Score -6826458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -6826466.000000 Penalty: 3541.337891
	Iteration 78Q: 3 clusters Score -6826466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -6826466.500000 Penalty: 3541.337891
	Iteration 79Q: 3 clusters Score -6826466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -6826478.000000 Penalty: 3541.337891
	Iteration 80F: 3 clusters Score -6826478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -6826481.000000 Penalty: 3541.337891
	Iteration 81Q: 3 clusters Score -6826481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6826481.500000 Penalty: 3541.337891
	Iteration 82Q: 3 clusters Score -6826482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6826480.000000 Penalty: 3541.337891
	Iteration 83Q: 3 clusters Score -6826480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -6826480.500000 Penalty: 3541.337891
	Iteration 84Q: 3 clusters Score -6826480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -6826494.000000 Penalty: 3541.337891
	Iteration 85Q: 3 clusters Score -6826494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -6826501.000000 Penalty: 3541.337891
	Iteration 86Q: 3 clusters Score -6826501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6826495.500000 Penalty: 3541.337891
	Iteration 87Q: 3 clusters Score -6826496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -6826492.000000 Penalty: 3541.337891
	Iteration 88Q: 3 clusters Score -6826492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -6826496.000000 Penalty: 3541.337891
	Iteration 89Q: 3 clusters Score -6826496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -6826495.000000 Penalty: 3541.337891
	Iteration 90Q: 3 clusters Score -6826495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -6826499.500000 Penalty: 3541.337891
	Iteration 91Q: 3 clusters Score -6826500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -6826500.000000 Penalty: 3541.337891
	Iteration 92Q: 3 clusters Score -6826500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -6826506.500000 Penalty: 3541.337891
	Iteration 93Q: 3 clusters Score -6826506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6826506.500000 Penalty: 3541.337891
	Iteration 94Q: 3 clusters Score -6826506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -6826507.000000 Penalty: 3541.337891
	Iteration 95Q: 3 clusters Score -6826507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -6826507.000000 Penalty: 3541.337891
	Iteration 96F: 3 clusters Score -6826507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -30227.417969 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -30227.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29350.376953 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -29350.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29419.513672 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -29419.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29439.308594 Penalty: 1810.950073
	Iteration 2Q: 3 clusters Score -29439.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29448.312500 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -29448.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29455.964844 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -29455.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29461.884766 Penalty: 1810.950073
	Iteration 5Q: 3 clusters Score -29461.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29463.839844 Penalty: 1810.950073
	Iteration 6Q: 3 clusters Score -29463.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29463.839844 Penalty: 1810.950073
	Iteration 7F: 3 clusters Score -29463.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Entering Unmasked Estep 
Score: -2163805.500000 Penalty: 1588.636108
	Iteration 0F: 2 clusters Score -2163806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2151809.250000 Penalty: 3177.272217
	Iteration 0F: 3 clusters Score -2151809 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2156120.750000 Penalty: 3177.272217
	Iteration 1F: 3 clusters Score -2156121 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2156571.250000 Penalty: 3177.272217
	Iteration 2F: 3 clusters Score -2156571 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2157049.000000 Penalty: 3177.272217
	Iteration 3F: 3 clusters Score -2157049 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2157544.500000 Penalty: 3177.272217
	Iteration 4F: 3 clusters Score -2157544 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2158059.000000 Penalty: 3177.272217
	Iteration 5F: 3 clusters Score -2158059 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2158512.750000 Penalty: 3177.272217
	Iteration 6F: 3 clusters Score -2158513 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2158925.500000 Penalty: 3177.272217
	Iteration 7Q: 3 clusters Score -2158926 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2159348.000000 Penalty: 3177.272217
	Iteration 8Q: 3 clusters Score -2159348 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2159833.250000 Penalty: 3177.272217
	Iteration 9Q: 3 clusters Score -2159833 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2160329.500000 Penalty: 3177.272217
	Iteration 10Q: 3 clusters Score -2160330 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2160814.500000 Penalty: 3177.272217
	Iteration 11Q: 3 clusters Score -2160814 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2161275.750000 Penalty: 3177.272217
	Iteration 12Q: 3 clusters Score -2161276 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2161631.000000 Penalty: 3177.272217
	Iteration 13Q: 3 clusters Score -2161631 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2161912.750000 Penalty: 3177.272217
	Iteration 14Q: 3 clusters Score -2161913 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2162124.750000 Penalty: 3177.272217
	Iteration 15Q: 3 clusters Score -2162125 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2162309.000000 Penalty: 3177.272217
	Iteration 16Q: 3 clusters Score -2162309 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2162421.000000 Penalty: 3177.272217
	Iteration 17Q: 3 clusters Score -2162421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2162484.250000 Penalty: 3177.272217
	Iteration 18Q: 3 clusters Score -2162484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2162526.250000 Penalty: 3177.272217
	Iteration 19Q: 3 clusters Score -2162526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2162554.250000 Penalty: 3177.272217
	Iteration 20F: 3 clusters Score -2162554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2162566.500000 Penalty: 3177.272217
	Iteration 21Q: 3 clusters Score -2162566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2162573.750000 Penalty: 3177.272217
	Iteration 22Q: 3 clusters Score -2162574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2162580.250000 Penalty: 3177.272217
	Iteration 23Q: 3 clusters Score -2162580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2162587.250000 Penalty: 3177.272217
	Iteration 24Q: 3 clusters Score -2162587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2162588.000000 Penalty: 3177.272217
	Iteration 25Q: 3 clusters Score -2162588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2162591.000000 Penalty: 3177.272217
	Iteration 26Q: 3 clusters Score -2162591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2162594.250000 Penalty: 3177.272217
	Iteration 27Q: 3 clusters Score -2162594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2162594.250000 Penalty: 3177.272217
	Iteration 28Q: 3 clusters Score -2162594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2162598.500000 Penalty: 3177.272217
	Iteration 29Q: 3 clusters Score -2162598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2162598.750000 Penalty: 3177.272217
	Iteration 30Q: 3 clusters Score -2162599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2162603.000000 Penalty: 3177.272217
	Iteration 31Q: 3 clusters Score -2162603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2162602.500000 Penalty: 3177.272217
	Iteration 32Q: 3 clusters Score -2162602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2162606.000000 Penalty: 3177.272217
	Iteration 33Q: 3 clusters Score -2162606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2162606.000000 Penalty: 3177.272217
	Iteration 34Q: 3 clusters Score -2162606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2162606.000000 Penalty: 3177.272217
	Iteration 35F: 3 clusters Score -2162606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -392282.093750 Penalty: 1316.719482
	Iteration 0F: 2 clusters Score -392282.1 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 1669 members 
Entering Unmasked Estep 
Score: -389343.187500 Penalty: 2633.438965
	Iteration 0F: 3 clusters Score -389343.2 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -390084.218750 Penalty: 2633.438965
	Iteration 1F: 3 clusters Score -390084.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -390261.125000 Penalty: 2633.438965
	Iteration 2F: 3 clusters Score -390261.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -390373.468750 Penalty: 2633.438965
	Iteration 3F: 3 clusters Score -390373.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -390502.437500 Penalty: 2633.438965
	Iteration 4Q: 3 clusters Score -390502.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -390604.906250 Penalty: 2633.438965
	Iteration 5Q: 3 clusters Score -390604.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -390705.875000 Penalty: 2633.438965
	Iteration 6Q: 3 clusters Score -390705.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -390855.656250 Penalty: 2633.438965
	Iteration 7Q: 3 clusters Score -390855.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -390993.031250 Penalty: 2633.438965
	Iteration 8Q: 3 clusters Score -390993 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -391156.968750 Penalty: 2633.438965
	Iteration 9Q: 3 clusters Score -391157 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -391332.093750 Penalty: 2633.438965
	Iteration 10F: 3 clusters Score -391332.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -391493.031250 Penalty: 2633.438965
	Iteration 11Q: 3 clusters Score -391493 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -391666.156250 Penalty: 2633.438965
	Iteration 12Q: 3 clusters Score -391666.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -391920.843750 Penalty: 2633.438965
	Iteration 13Q: 3 clusters Score -391920.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -392233.281250 Penalty: 2633.438965
	Iteration 14Q: 3 clusters Score -392233.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -392416.625000 Penalty: 2633.438965
	Iteration 15Q: 3 clusters Score -392416.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -392499.593750 Penalty: 2633.438965
	Iteration 16Q: 3 clusters Score -392499.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -392536.968750 Penalty: 2633.438965
	Iteration 17Q: 3 clusters Score -392537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -392557.625000 Penalty: 2633.438965
	Iteration 18Q: 3 clusters Score -392557.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -392571.500000 Penalty: 2633.438965
	Iteration 19Q: 3 clusters Score -392571.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -392576.562500 Penalty: 2633.438965
	Iteration 20F: 3 clusters Score -392576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -392581.000000 Penalty: 2633.438965
	Iteration 21Q: 3 clusters Score -392581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -392588.156250 Penalty: 2633.438965
	Iteration 22Q: 3 clusters Score -392588.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392592.218750 Penalty: 2633.438965
	Iteration 23Q: 3 clusters Score -392592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -392596.937500 Penalty: 2633.438965
	Iteration 24Q: 3 clusters Score -392596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -392603.062500 Penalty: 2633.438965
	Iteration 25Q: 3 clusters Score -392603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -392610.250000 Penalty: 2633.438965
	Iteration 26Q: 3 clusters Score -392610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -392610.781250 Penalty: 2633.438965
	Iteration 27Q: 3 clusters Score -392610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -392611.968750 Penalty: 2633.438965
	Iteration 28Q: 3 clusters Score -392612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -392612.343750 Penalty: 2633.438965
	Iteration 29Q: 3 clusters Score -392612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -392612.218750 Penalty: 2633.438965
	Iteration 30Q: 3 clusters Score -392612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -392612.406250 Penalty: 2633.438965
	Iteration 31Q: 3 clusters Score -392612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -392612.406250 Penalty: 2633.438965
	Iteration 32F: 3 clusters Score -392612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 1733 members 
Entering Unmasked Estep 
Score: -141751216.000000 Penalty: 90746.617188
Splitting cluster 8 changes total score from -141751872.000000 to -141751216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (96666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Entering Unmasked Estep 
Score: -11960653.000000 Penalty: 1865.340332
	Iteration 0F: 2 clusters Score -1.196065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -11897060.000000 Penalty: 3730.680664
	Iteration 0F: 3 clusters Score -1.189706e+07 nChanged 46321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -11924594.000000 Penalty: 3730.680664
	Iteration 1F: 3 clusters Score -1.192459e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -11926216.000000 Penalty: 3730.680664
	Iteration 2Q: 3 clusters Score -1.192622e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -11928366.000000 Penalty: 3730.680664
	Iteration 3Q: 3 clusters Score -1.192837e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -11931184.000000 Penalty: 3730.680664
	Iteration 4F: 3 clusters Score -1.193118e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -11934769.000000 Penalty: 3730.680664
	Iteration 5F: 3 clusters Score -1.193477e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -11939239.000000 Penalty: 3730.680664
	Iteration 6F: 3 clusters Score -1.193924e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -11943761.000000 Penalty: 3730.680664
	Iteration 7F: 3 clusters Score -1.194376e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -11947937.000000 Penalty: 3730.680664
	Iteration 8F: 3 clusters Score -1.194794e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -11951038.000000 Penalty: 3730.680664
	Iteration 9Q: 3 clusters Score -1.195104e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -11953289.000000 Penalty: 3730.680664
	Iteration 10Q: 3 clusters Score -1.195329e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -11954879.000000 Penalty: 3730.680664
	Iteration 11Q: 3 clusters Score -1.195488e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -11956117.000000 Penalty: 3730.680664
	Iteration 12Q: 3 clusters Score -1.195612e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -11957128.000000 Penalty: 3730.680664
	Iteration 13Q: 3 clusters Score -1.195713e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -11957826.000000 Penalty: 3730.680664
	Iteration 14Q: 3 clusters Score -1.195783e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -11958386.000000 Penalty: 3730.680664
	Iteration 15Q: 3 clusters Score -1.195839e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -11958789.000000 Penalty: 3730.680664
	Iteration 16Q: 3 clusters Score -1.195879e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -11959032.000000 Penalty: 3730.680664
	Iteration 17Q: 3 clusters Score -1.195903e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -11959232.000000 Penalty: 3730.680664
	Iteration 18Q: 3 clusters Score -1.195923e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -11959361.000000 Penalty: 3730.680664
	Iteration 19Q: 3 clusters Score -1.195936e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -11959464.000000 Penalty: 3730.680664
	Iteration 20F: 3 clusters Score -1.195946e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -11959550.000000 Penalty: 3730.680664
	Iteration 21Q: 3 clusters Score -1.195955e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -11959613.000000 Penalty: 3730.680664
	Iteration 22Q: 3 clusters Score -1.195961e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -11959667.000000 Penalty: 3730.680664
	Iteration 23Q: 3 clusters Score -1.195967e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -11959707.000000 Penalty: 3730.680664
	Iteration 24Q: 3 clusters Score -1.195971e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -11959744.000000 Penalty: 3730.680664
	Iteration 25Q: 3 clusters Score -1.195974e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -11959766.000000 Penalty: 3730.680664
	Iteration 26Q: 3 clusters Score -1.195977e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -11959800.000000 Penalty: 3730.680664
	Iteration 27Q: 3 clusters Score -1.19598e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -11959834.000000 Penalty: 3730.680664
	Iteration 28Q: 3 clusters Score -1.195983e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11959818.000000 Penalty: 3730.680664
	Iteration 29Q: 3 clusters Score -1.195982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11959845.000000 Penalty: 3730.680664
	Iteration 30Q: 3 clusters Score -1.195984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11959851.000000 Penalty: 3730.680664
	Iteration 31Q: 3 clusters Score -1.195985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -11959873.000000 Penalty: 3730.680664
	Iteration 32Q: 3 clusters Score -1.195987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -11959885.000000 Penalty: 3730.680664
	Iteration 33Q: 3 clusters Score -1.195988e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -11959890.000000 Penalty: 3730.680664
	Iteration 34Q: 3 clusters Score -1.195989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -11959917.000000 Penalty: 3730.680664
	Iteration 35Q: 3 clusters Score -1.195992e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11959928.000000 Penalty: 3730.680664
	Iteration 36Q: 3 clusters Score -1.195993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -11959940.000000 Penalty: 3730.680664
	Iteration 37Q: 3 clusters Score -1.195994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -11959955.000000 Penalty: 3730.680664
	Iteration 38Q: 3 clusters Score -1.195996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -11959958.000000 Penalty: 3730.680664
	Iteration 39Q: 3 clusters Score -1.195996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -11959956.000000 Penalty: 3730.680664
	Iteration 40F: 3 clusters Score -1.195996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -11959950.000000 Penalty: 3730.680664
	Iteration 41Q: 3 clusters Score -1.195995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11959964.000000 Penalty: 3730.680664
	Iteration 42Q: 3 clusters Score -1.195996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11959973.000000 Penalty: 3730.680664
	Iteration 43Q: 3 clusters Score -1.195997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11959986.000000 Penalty: 3730.680664
	Iteration 44Q: 3 clusters Score -1.195999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -11959997.000000 Penalty: 3730.680664
	Iteration 45Q: 3 clusters Score -1.196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11960012.000000 Penalty: 3730.680664
	Iteration 46Q: 3 clusters Score -1.196001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11960012.000000 Penalty: 3730.680664
	Iteration 47Q: 3 clusters Score -1.196001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -11960013.000000 Penalty: 3730.680664
	Iteration 48Q: 3 clusters Score -1.196001e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11960018.000000 Penalty: 3730.680664
	Iteration 49Q: 3 clusters Score -1.196002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11960030.000000 Penalty: 3730.680664
	Iteration 50Q: 3 clusters Score -1.196003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -11960033.000000 Penalty: 3730.680664
	Iteration 51Q: 3 clusters Score -1.196003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -11960028.000000 Penalty: 3730.680664
	Iteration 52Q: 3 clusters Score -1.196003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11960055.000000 Penalty: 3730.680664
	Iteration 53Q: 3 clusters Score -1.196006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11960057.000000 Penalty: 3730.680664
	Iteration 54Q: 3 clusters Score -1.196006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11960063.000000 Penalty: 3730.680664
	Iteration 55Q: 3 clusters Score -1.196006e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -11960057.000000 Penalty: 3730.680664
	Iteration 56Q: 3 clusters Score -1.196006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11960063.000000 Penalty: 3730.680664
	Iteration 57Q: 3 clusters Score -1.196006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -11960082.000000 Penalty: 3730.680664
	Iteration 58Q: 3 clusters Score -1.196008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11960076.000000 Penalty: 3730.680664
	Iteration 59Q: 3 clusters Score -1.196008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -11960070.000000 Penalty: 3730.680664
	Iteration 60F: 3 clusters Score -1.196007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -11960069.000000 Penalty: 3730.680664
	Iteration 61Q: 3 clusters Score -1.196007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11960089.000000 Penalty: 3730.680664
	Iteration 62Q: 3 clusters Score -1.196009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -11960097.000000 Penalty: 3730.680664
	Iteration 63Q: 3 clusters Score -1.19601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94518 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11960106.000000 Penalty: 3730.680664
	Iteration 64Q: 3 clusters Score -1.196011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -11960109.000000 Penalty: 3730.680664
	Iteration 65Q: 3 clusters Score -1.196011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11960116.000000 Penalty: 3730.680664
	Iteration 66Q: 3 clusters Score -1.196012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11960111.000000 Penalty: 3730.680664
	Iteration 67Q: 3 clusters Score -1.196011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11960120.000000 Penalty: 3730.680664
	Iteration 68Q: 3 clusters Score -1.196012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11960121.000000 Penalty: 3730.680664
	Iteration 69Q: 3 clusters Score -1.196012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11960124.000000 Penalty: 3730.680664
	Iteration 70Q: 3 clusters Score -1.196012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11960124.000000 Penalty: 3730.680664
	Iteration 71Q: 3 clusters Score -1.196012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11960129.000000 Penalty: 3730.680664
	Iteration 72Q: 3 clusters Score -1.196013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11960139.000000 Penalty: 3730.680664
	Iteration 73Q: 3 clusters Score -1.196014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -11960137.000000 Penalty: 3730.680664
	Iteration 74Q: 3 clusters Score -1.196014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -11960137.000000 Penalty: 3730.680664
	Iteration 75Q: 3 clusters Score -1.196014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11960139.000000 Penalty: 3730.680664
	Iteration 76Q: 3 clusters Score -1.196014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -11960137.000000 Penalty: 3730.680664
	Iteration 77Q: 3 clusters Score -1.196014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -11960145.000000 Penalty: 3730.680664
	Iteration 78Q: 3 clusters Score -1.196014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11960144.000000 Penalty: 3730.680664
	Iteration 79Q: 3 clusters Score -1.196014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11960154.000000 Penalty: 3730.680664
	Iteration 80F: 3 clusters Score -1.196015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11960153.000000 Penalty: 3730.680664
	Iteration 81Q: 3 clusters Score -1.196015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11960145.000000 Penalty: 3730.680664
	Iteration 82Q: 3 clusters Score -1.196014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -11960143.000000 Penalty: 3730.680664
	Iteration 83Q: 3 clusters Score -1.196014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -11960153.000000 Penalty: 3730.680664
	Iteration 84Q: 3 clusters Score -1.196015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11960156.000000 Penalty: 3730.680664
	Iteration 85Q: 3 clusters Score -1.196016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11960149.000000 Penalty: 3730.680664
	Iteration 86Q: 3 clusters Score -1.196015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11960163.000000 Penalty: 3730.680664
	Iteration 87Q: 3 clusters Score -1.196016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11960177.000000 Penalty: 3730.680664
	Iteration 88Q: 3 clusters Score -1.196018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11960186.000000 Penalty: 3730.680664
	Iteration 89Q: 3 clusters Score -1.196019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11960194.000000 Penalty: 3730.680664
	Iteration 90Q: 3 clusters Score -1.196019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11960188.000000 Penalty: 3730.680664
	Iteration 91Q: 3 clusters Score -1.196019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11960194.000000 Penalty: 3730.680664
	Iteration 92Q: 3 clusters Score -1.196019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -11960192.000000 Penalty: 3730.680664
	Iteration 93Q: 3 clusters Score -1.196019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11960185.000000 Penalty: 3730.680664
	Iteration 94Q: 3 clusters Score -1.196018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11960205.000000 Penalty: 3730.680664
	Iteration 95Q: 3 clusters Score -1.19602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11960215.000000 Penalty: 3730.680664
	Iteration 96Q: 3 clusters Score -1.196022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11960222.000000 Penalty: 3730.680664
	Iteration 97Q: 3 clusters Score -1.196022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11960220.000000 Penalty: 3730.680664
	Iteration 98Q: 3 clusters Score -1.196022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11960219.000000 Penalty: 3730.680664
	Iteration 99Q: 3 clusters Score -1.196022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -11960226.000000 Penalty: 3730.680664
	Iteration 100F: 3 clusters Score -1.196023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11960224.000000 Penalty: 3730.680664
	Iteration 101Q: 3 clusters Score -1.196022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -11960214.000000 Penalty: 3730.680664
	Iteration 102Q: 3 clusters Score -1.196021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -11960215.000000 Penalty: 3730.680664
	Iteration 103Q: 3 clusters Score -1.196022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11960219.000000 Penalty: 3730.680664
	Iteration 104Q: 3 clusters Score -1.196022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11960217.000000 Penalty: 3730.680664
	Iteration 105Q: 3 clusters Score -1.196022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11960217.000000 Penalty: 3730.680664
	Iteration 106F: 3 clusters Score -1.196022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Entering Unmasked Estep 
Score: -3190569.750000 Penalty: 1652.313110
	Iteration 0F: 2 clusters Score -3190570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3172839.750000 Penalty: 3304.626221
	Iteration 0F: 3 clusters Score -3172840 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3179483.250000 Penalty: 3304.626221
	Iteration 1F: 3 clusters Score -3179483 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3179854.250000 Penalty: 3304.626221
	Iteration 2Q: 3 clusters Score -3179854 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3180175.750000 Penalty: 3304.626221
	Iteration 3Q: 3 clusters Score -3180176 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3180528.000000 Penalty: 3304.626221
	Iteration 4Q: 3 clusters Score -3180528 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3180902.000000 Penalty: 3304.626221
	Iteration 5Q: 3 clusters Score -3180902 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3181278.500000 Penalty: 3304.626221
	Iteration 6Q: 3 clusters Score -3181278 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3181622.750000 Penalty: 3304.626221
	Iteration 7Q: 3 clusters Score -3181623 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3181941.000000 Penalty: 3304.626221
	Iteration 8Q: 3 clusters Score -3181941 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3182249.750000 Penalty: 3304.626221
	Iteration 9Q: 3 clusters Score -3182250 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3182599.500000 Penalty: 3304.626221
	Iteration 10Q: 3 clusters Score -3182600 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3182968.250000 Penalty: 3304.626221
	Iteration 11Q: 3 clusters Score -3182968 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3183473.250000 Penalty: 3304.626221
	Iteration 12Q: 3 clusters Score -3183473 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3184025.750000 Penalty: 3304.626221
	Iteration 13Q: 3 clusters Score -3184026 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3184527.000000 Penalty: 3304.626221
	Iteration 14Q: 3 clusters Score -3184527 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3184922.500000 Penalty: 3304.626221
	Iteration 15Q: 3 clusters Score -3184922 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3185152.250000 Penalty: 3304.626221
	Iteration 16Q: 3 clusters Score -3185152 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3185261.250000 Penalty: 3304.626221
	Iteration 17Q: 3 clusters Score -3185261 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3185345.250000 Penalty: 3304.626221
	Iteration 18Q: 3 clusters Score -3185345 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3185417.500000 Penalty: 3304.626221
	Iteration 19Q: 3 clusters Score -3185418 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3185471.250000 Penalty: 3304.626221
	Iteration 20F: 3 clusters Score -3185471 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3185516.750000 Penalty: 3304.626221
	Iteration 21Q: 3 clusters Score -3185517 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3185570.500000 Penalty: 3304.626221
	Iteration 22Q: 3 clusters Score -3185570 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3185636.000000 Penalty: 3304.626221
	Iteration 23Q: 3 clusters Score -3185636 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3185714.250000 Penalty: 3304.626221
	Iteration 24Q: 3 clusters Score -3185714 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3185776.750000 Penalty: 3304.626221
	Iteration 25Q: 3 clusters Score -3185777 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3185854.750000 Penalty: 3304.626221
	Iteration 26Q: 3 clusters Score -3185855 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3185964.250000 Penalty: 3304.626221
	Iteration 27Q: 3 clusters Score -3185964 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3186033.750000 Penalty: 3304.626221
	Iteration 28Q: 3 clusters Score -3186034 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3186115.000000 Penalty: 3304.626221
	Iteration 29Q: 3 clusters Score -3186115 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3186175.750000 Penalty: 3304.626221
	Iteration 30Q: 3 clusters Score -3186176 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3186275.750000 Penalty: 3304.626221
	Iteration 31Q: 3 clusters Score -3186276 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3186377.750000 Penalty: 3304.626221
	Iteration 32Q: 3 clusters Score -3186378 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3186459.500000 Penalty: 3304.626221
	Iteration 33Q: 3 clusters Score -3186460 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3186581.750000 Penalty: 3304.626221
	Iteration 34Q: 3 clusters Score -3186582 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3186704.250000 Penalty: 3304.626221
	Iteration 35Q: 3 clusters Score -3186704 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3186853.250000 Penalty: 3304.626221
	Iteration 36Q: 3 clusters Score -3186853 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3187007.000000 Penalty: 3304.626221
	Iteration 37Q: 3 clusters Score -3187007 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3187166.500000 Penalty: 3304.626221
	Iteration 38Q: 3 clusters Score -3187166 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3187345.750000 Penalty: 3304.626221
	Iteration 39Q: 3 clusters Score -3187346 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3187510.750000 Penalty: 3304.626221
	Iteration 40F: 3 clusters Score -3187511 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3187671.000000 Penalty: 3304.626221
	Iteration 41Q: 3 clusters Score -3187671 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3187816.750000 Penalty: 3304.626221
	Iteration 42Q: 3 clusters Score -3187817 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3187966.000000 Penalty: 3304.626221
	Iteration 43Q: 3 clusters Score -3187966 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3188131.750000 Penalty: 3304.626221
	Iteration 44Q: 3 clusters Score -3188132 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3188288.250000 Penalty: 3304.626221
	Iteration 45Q: 3 clusters Score -3188288 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3188404.250000 Penalty: 3304.626221
	Iteration 46Q: 3 clusters Score -3188404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3188515.000000 Penalty: 3304.626221
	Iteration 47Q: 3 clusters Score -3188515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3188604.750000 Penalty: 3304.626221
	Iteration 48Q: 3 clusters Score -3188605 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3188697.250000 Penalty: 3304.626221
	Iteration 49Q: 3 clusters Score -3188697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3188762.250000 Penalty: 3304.626221
	Iteration 50Q: 3 clusters Score -3188762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3188839.500000 Penalty: 3304.626221
	Iteration 51Q: 3 clusters Score -3188840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3188901.750000 Penalty: 3304.626221
	Iteration 52Q: 3 clusters Score -3188902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3188958.250000 Penalty: 3304.626221
	Iteration 53Q: 3 clusters Score -3188958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3189001.750000 Penalty: 3304.626221
	Iteration 54Q: 3 clusters Score -3189002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3189026.250000 Penalty: 3304.626221
	Iteration 55Q: 3 clusters Score -3189026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3189055.750000 Penalty: 3304.626221
	Iteration 56Q: 3 clusters Score -3189056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3189077.250000 Penalty: 3304.626221
	Iteration 57Q: 3 clusters Score -3189077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3189086.250000 Penalty: 3304.626221
	Iteration 58Q: 3 clusters Score -3189086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3189093.000000 Penalty: 3304.626221
	Iteration 59Q: 3 clusters Score -3189093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3189095.250000 Penalty: 3304.626221
	Iteration 60F: 3 clusters Score -3189095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3189100.000000 Penalty: 3304.626221
	Iteration 61Q: 3 clusters Score -3189100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3189106.500000 Penalty: 3304.626221
	Iteration 62Q: 3 clusters Score -3189106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3189109.250000 Penalty: 3304.626221
	Iteration 63Q: 3 clusters Score -3189109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3189120.250000 Penalty: 3304.626221
	Iteration 64Q: 3 clusters Score -3189120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3189127.000000 Penalty: 3304.626221
	Iteration 65Q: 3 clusters Score -3189127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3189132.500000 Penalty: 3304.626221
	Iteration 66Q: 3 clusters Score -3189132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3189132.250000 Penalty: 3304.626221
	Iteration 67Q: 3 clusters Score -3189132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3189138.500000 Penalty: 3304.626221
	Iteration 68Q: 3 clusters Score -3189138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3189137.750000 Penalty: 3304.626221
	Iteration 69Q: 3 clusters Score -3189138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3189142.750000 Penalty: 3304.626221
	Iteration 70Q: 3 clusters Score -3189143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3189143.250000 Penalty: 3304.626221
	Iteration 71Q: 3 clusters Score -3189143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3189143.250000 Penalty: 3304.626221
	Iteration 72F: 3 clusters Score -3189143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -61696.921875 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -61696.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60547.203125 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -60547.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60785.953125 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -60785.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60927.187500 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -60927.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61032.398438 Penalty: 2081.699219
	Iteration 3F: 3 clusters Score -61032.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61123.851562 Penalty: 2081.699219
	Iteration 4F: 3 clusters Score -61123.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61192.667969 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -61192.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61228.914062 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -61228.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61270.210938 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -61270.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61297.949219 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -61297.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61322.800781 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -61322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61336.308594 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -61336.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61386.765625 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -61386.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61413.792969 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -61413.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61423.558594 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -61423.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61428.042969 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -61428.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61434.074219 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -61434.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61434.761719 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -61434.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61434.761719 Penalty: 2081.699219
	Iteration 17F: 3 clusters Score -61434.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -789461.875000 Penalty: 1430.263184
	Iteration 0F: 2 clusters Score -789461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -784464.312500 Penalty: 2860.526367
	Iteration 0F: 3 clusters Score -784464.3 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -786008.562500 Penalty: 2860.526367
	Iteration 1F: 3 clusters Score -786008.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -786289.812500 Penalty: 2860.526367
	Iteration 2F: 3 clusters Score -786289.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -786522.375000 Penalty: 2860.526367
	Iteration 3F: 3 clusters Score -786522.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -786734.812500 Penalty: 2860.526367
	Iteration 4F: 3 clusters Score -786734.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -786966.812500 Penalty: 2860.526367
	Iteration 5F: 3 clusters Score -786966.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -787242.875000 Penalty: 2860.526367
	Iteration 6F: 3 clusters Score -787242.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -787516.000000 Penalty: 2860.526367
	Iteration 7Q: 3 clusters Score -787516 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -787778.875000 Penalty: 2860.526367
	Iteration 8Q: 3 clusters Score -787778.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -787980.250000 Penalty: 2860.526367
	Iteration 9Q: 3 clusters Score -787980.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -788174.375000 Penalty: 2860.526367
	Iteration 10Q: 3 clusters Score -788174.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -788333.000000 Penalty: 2860.526367
	Iteration 11Q: 3 clusters Score -788333 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -788450.062500 Penalty: 2860.526367
	Iteration 12Q: 3 clusters Score -788450.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -788513.687500 Penalty: 2860.526367
	Iteration 13Q: 3 clusters Score -788513.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -788547.000000 Penalty: 2860.526367
	Iteration 14Q: 3 clusters Score -788547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -788565.937500 Penalty: 2860.526367
	Iteration 15Q: 3 clusters Score -788565.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -788580.187500 Penalty: 2860.526367
	Iteration 16Q: 3 clusters Score -788580.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -788588.312500 Penalty: 2860.526367
	Iteration 17Q: 3 clusters Score -788588.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -788599.687500 Penalty: 2860.526367
	Iteration 18Q: 3 clusters Score -788599.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -788602.312500 Penalty: 2860.526367
	Iteration 19Q: 3 clusters Score -788602.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -788606.187500 Penalty: 2860.526367
	Iteration 20F: 3 clusters Score -788606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -788607.437500 Penalty: 2860.526367
	Iteration 21Q: 3 clusters Score -788607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -788611.437500 Penalty: 2860.526367
	Iteration 22Q: 3 clusters Score -788611.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -788616.562500 Penalty: 2860.526367
	Iteration 23Q: 3 clusters Score -788616.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -788617.375000 Penalty: 2860.526367
	Iteration 24Q: 3 clusters Score -788617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -788620.125000 Penalty: 2860.526367
	Iteration 25Q: 3 clusters Score -788620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -788620.062500 Penalty: 2860.526367
	Iteration 26Q: 3 clusters Score -788620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -788620.125000 Penalty: 2860.526367
	Iteration 27Q: 3 clusters Score -788620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -788622.500000 Penalty: 2860.526367
	Iteration 28Q: 3 clusters Score -788622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -788622.500000 Penalty: 2860.526367
	Iteration 29Q: 3 clusters Score -788622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -788623.187500 Penalty: 2860.526367
	Iteration 30Q: 3 clusters Score -788623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -788624.375000 Penalty: 2860.526367
	Iteration 31Q: 3 clusters Score -788624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -788625.875000 Penalty: 2860.526367
	Iteration 32Q: 3 clusters Score -788625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -788626.375000 Penalty: 2860.526367
	Iteration 33Q: 3 clusters Score -788626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -788624.687500 Penalty: 2860.526367
	Iteration 34Q: 3 clusters Score -788624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -788626.500000 Penalty: 2860.526367
	Iteration 35Q: 3 clusters Score -788626.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -788627.000000 Penalty: 2860.526367
	Iteration 36Q: 3 clusters Score -788627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -788626.937500 Penalty: 2860.526367
	Iteration 37Q: 3 clusters Score -788626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -788628.750000 Penalty: 2860.526367
	Iteration 38Q: 3 clusters Score -788628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -788628.375000 Penalty: 2860.526367
	Iteration 39Q: 3 clusters Score -788628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -788629.437500 Penalty: 2860.526367
	Iteration 40F: 3 clusters Score -788629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -788628.437500 Penalty: 2860.526367
	Iteration 41Q: 3 clusters Score -788628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -788629.500000 Penalty: 2860.526367
	Iteration 42Q: 3 clusters Score -788629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -788629.500000 Penalty: 2860.526367
	Iteration 43F: 3 clusters Score -788629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -152604.078125 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -152604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -150891.859375 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -150891.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -151401.265625 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -151401.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -151668.312500 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -151668.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151931.671875 Penalty: 2363.529541
	Iteration 3F: 3 clusters Score -151931.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152153.546875 Penalty: 2363.529541
	Iteration 4F: 3 clusters Score -152153.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -152284.328125 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -152284.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152435.734375 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -152435.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152532.859375 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -152532.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152583.828125 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -152583.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152618.812500 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -152618.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152651.312500 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -152651.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152693.078125 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -152693.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -152742.984375 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -152743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152785.359375 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -152785.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152818.906250 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -152818.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152834.500000 Penalty: 2363.529541
	Iteration 15Q: 3 clusters Score -152834.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152846.406250 Penalty: 2363.529541
	Iteration 16Q: 3 clusters Score -152846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152855.750000 Penalty: 2363.529541
	Iteration 17Q: 3 clusters Score -152855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152866.218750 Penalty: 2363.529541
	Iteration 18Q: 3 clusters Score -152866.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152876.734375 Penalty: 2363.529541
	Iteration 19Q: 3 clusters Score -152876.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152887.375000 Penalty: 2363.529541
	Iteration 20F: 3 clusters Score -152887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152908.562500 Penalty: 2363.529541
	Iteration 21Q: 3 clusters Score -152908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152937.406250 Penalty: 2363.529541
	Iteration 22Q: 3 clusters Score -152937.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152965.671875 Penalty: 2363.529541
	Iteration 23Q: 3 clusters Score -152965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152975.687500 Penalty: 2363.529541
	Iteration 24Q: 3 clusters Score -152975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152981.218750 Penalty: 2363.529541
	Iteration 25Q: 3 clusters Score -152981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152988.093750 Penalty: 2363.529541
	Iteration 26Q: 3 clusters Score -152988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -153002.062500 Penalty: 2363.529541
	Iteration 27Q: 3 clusters Score -153002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153010.562500 Penalty: 2363.529541
	Iteration 28Q: 3 clusters Score -153010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -153011.812500 Penalty: 2363.529541
	Iteration 29Q: 3 clusters Score -153011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153015.187500 Penalty: 2363.529541
	Iteration 30Q: 3 clusters Score -153015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -153017.750000 Penalty: 2363.529541
	Iteration 31Q: 3 clusters Score -153017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -153019.718750 Penalty: 2363.529541
	Iteration 32Q: 3 clusters Score -153019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -153020.328125 Penalty: 2363.529541
	Iteration 33Q: 3 clusters Score -153020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153020.718750 Penalty: 2363.529541
	Iteration 34Q: 3 clusters Score -153020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153020.718750 Penalty: 2363.529541
	Iteration 35F: 3 clusters Score -153020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 734 members 
Entering Unmasked Estep 
Score: -141751152.000000 Penalty: 90746.617188
Splitting cluster 13 changes total score from -141751872.000000 to -141751152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (103058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Entering Unmasked Estep 
Score: -12970910.000000 Penalty: 1875.745117
	Iteration 0F: 2 clusters Score -1.297091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -12902774.000000 Penalty: 3751.490234
	Iteration 0F: 3 clusters Score -1.290277e+07 nChanged 49346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -12931452.000000 Penalty: 3751.490234
	Iteration 1F: 3 clusters Score -1.293145e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -12932214.000000 Penalty: 3751.490234
	Iteration 2Q: 3 clusters Score -1.293221e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -12933046.000000 Penalty: 3751.490234
	Iteration 3Q: 3 clusters Score -1.293305e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -12934212.000000 Penalty: 3751.490234
	Iteration 4Q: 3 clusters Score -1.293421e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -12935620.000000 Penalty: 3751.490234
	Iteration 5Q: 3 clusters Score -1.293562e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -12937708.000000 Penalty: 3751.490234
	Iteration 6Q: 3 clusters Score -1.293771e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -12940928.000000 Penalty: 3751.490234
	Iteration 7F: 3 clusters Score -1.294093e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -12945443.000000 Penalty: 3751.490234
	Iteration 8F: 3 clusters Score -1.294544e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -12951097.000000 Penalty: 3751.490234
	Iteration 9F: 3 clusters Score -1.29511e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -12956825.000000 Penalty: 3751.490234
	Iteration 10F: 3 clusters Score -1.295682e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90943 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -12961329.000000 Penalty: 3751.490234
	Iteration 11F: 3 clusters Score -1.296133e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -12964528.000000 Penalty: 3751.490234
	Iteration 12Q: 3 clusters Score -1.296453e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -12966597.000000 Penalty: 3751.490234
	Iteration 13Q: 3 clusters Score -1.29666e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -12967912.000000 Penalty: 3751.490234
	Iteration 14Q: 3 clusters Score -1.296791e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -12968602.000000 Penalty: 3751.490234
	Iteration 15Q: 3 clusters Score -1.29686e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12968901.000000 Penalty: 3751.490234
	Iteration 16Q: 3 clusters Score -1.29689e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12969105.000000 Penalty: 3751.490234
	Iteration 17Q: 3 clusters Score -1.29691e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12969215.000000 Penalty: 3751.490234
	Iteration 18Q: 3 clusters Score -1.296922e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12969318.000000 Penalty: 3751.490234
	Iteration 19Q: 3 clusters Score -1.296932e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12969388.000000 Penalty: 3751.490234
	Iteration 20F: 3 clusters Score -1.296939e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12969406.000000 Penalty: 3751.490234
	Iteration 21Q: 3 clusters Score -1.296941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12969419.000000 Penalty: 3751.490234
	Iteration 22Q: 3 clusters Score -1.296942e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12969446.000000 Penalty: 3751.490234
	Iteration 23Q: 3 clusters Score -1.296945e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12969486.000000 Penalty: 3751.490234
	Iteration 24Q: 3 clusters Score -1.296949e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12969492.000000 Penalty: 3751.490234
	Iteration 25Q: 3 clusters Score -1.296949e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12969528.000000 Penalty: 3751.490234
	Iteration 26Q: 3 clusters Score -1.296953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12969528.000000 Penalty: 3751.490234
	Iteration 27Q: 3 clusters Score -1.296953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12969571.000000 Penalty: 3751.490234
	Iteration 28Q: 3 clusters Score -1.296957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12969603.000000 Penalty: 3751.490234
	Iteration 29Q: 3 clusters Score -1.29696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12969607.000000 Penalty: 3751.490234
	Iteration 30Q: 3 clusters Score -1.296961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12969618.000000 Penalty: 3751.490234
	Iteration 31Q: 3 clusters Score -1.296962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12969615.000000 Penalty: 3751.490234
	Iteration 32Q: 3 clusters Score -1.296962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12969629.000000 Penalty: 3751.490234
	Iteration 33Q: 3 clusters Score -1.296963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12969642.000000 Penalty: 3751.490234
	Iteration 34Q: 3 clusters Score -1.296964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12969645.000000 Penalty: 3751.490234
	Iteration 35Q: 3 clusters Score -1.296964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12969657.000000 Penalty: 3751.490234
	Iteration 36Q: 3 clusters Score -1.296966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12969655.000000 Penalty: 3751.490234
	Iteration 37Q: 3 clusters Score -1.296966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12969668.000000 Penalty: 3751.490234
	Iteration 38Q: 3 clusters Score -1.296967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12969656.000000 Penalty: 3751.490234
	Iteration 39Q: 3 clusters Score -1.296966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12969658.000000 Penalty: 3751.490234
	Iteration 40F: 3 clusters Score -1.296966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12969667.000000 Penalty: 3751.490234
	Iteration 41Q: 3 clusters Score -1.296967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12969669.000000 Penalty: 3751.490234
	Iteration 42Q: 3 clusters Score -1.296967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12969676.000000 Penalty: 3751.490234
	Iteration 43Q: 3 clusters Score -1.296968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12969675.000000 Penalty: 3751.490234
	Iteration 44Q: 3 clusters Score -1.296968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12969678.000000 Penalty: 3751.490234
	Iteration 45Q: 3 clusters Score -1.296968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12969678.000000 Penalty: 3751.490234
	Iteration 46Q: 3 clusters Score -1.296968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12969679.000000 Penalty: 3751.490234
	Iteration 47Q: 3 clusters Score -1.296968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12969678.000000 Penalty: 3751.490234
	Iteration 48Q: 3 clusters Score -1.296968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12969678.000000 Penalty: 3751.490234
	Iteration 49Q: 3 clusters Score -1.296968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12969679.000000 Penalty: 3751.490234
	Iteration 50Q: 3 clusters Score -1.296968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12969680.000000 Penalty: 3751.490234
	Iteration 51Q: 3 clusters Score -1.296968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12969681.000000 Penalty: 3751.490234
	Iteration 52Q: 3 clusters Score -1.296968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12969679.000000 Penalty: 3751.490234
	Iteration 53Q: 3 clusters Score -1.296968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12969682.000000 Penalty: 3751.490234
	Iteration 54Q: 3 clusters Score -1.296968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12969682.000000 Penalty: 3751.490234
	Iteration 55F: 3 clusters Score -1.296968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (109663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Entering Unmasked Estep 
Score: -13885628.000000 Penalty: 1885.839722
	Iteration 0F: 2 clusters Score -1.388563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -13814222.000000 Penalty: 3771.679443
	Iteration 0F: 3 clusters Score -1.381422e+07 nChanged 52613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -13845825.000000 Penalty: 3771.679443
	Iteration 1F: 3 clusters Score -1.384582e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -13847684.000000 Penalty: 3771.679443
	Iteration 2Q: 3 clusters Score -1.384768e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -13850510.000000 Penalty: 3771.679443
	Iteration 3F: 3 clusters Score -1.385051e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -13855143.000000 Penalty: 3771.679443
	Iteration 4F: 3 clusters Score -1.385514e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -13861451.000000 Penalty: 3771.679443
	Iteration 5F: 3 clusters Score -1.386145e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -13867504.000000 Penalty: 3771.679443
	Iteration 6F: 3 clusters Score -1.38675e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -13870958.000000 Penalty: 3771.679443
	Iteration 7F: 3 clusters Score -1.387096e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -13872338.000000 Penalty: 3771.679443
	Iteration 8Q: 3 clusters Score -1.387234e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -13873238.000000 Penalty: 3771.679443
	Iteration 9Q: 3 clusters Score -1.387324e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -13874004.000000 Penalty: 3771.679443
	Iteration 10Q: 3 clusters Score -1.3874e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -13874763.000000 Penalty: 3771.679443
	Iteration 11Q: 3 clusters Score -1.387476e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -13875429.000000 Penalty: 3771.679443
	Iteration 12Q: 3 clusters Score -1.387543e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -13876207.000000 Penalty: 3771.679443
	Iteration 13Q: 3 clusters Score -1.387621e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -13876915.000000 Penalty: 3771.679443
	Iteration 14Q: 3 clusters Score -1.387692e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -13877563.000000 Penalty: 3771.679443
	Iteration 15Q: 3 clusters Score -1.387756e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -13878322.000000 Penalty: 3771.679443
	Iteration 16Q: 3 clusters Score -1.387832e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -13878918.000000 Penalty: 3771.679443
	Iteration 17Q: 3 clusters Score -1.387892e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -13879458.000000 Penalty: 3771.679443
	Iteration 18Q: 3 clusters Score -1.387946e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -13879984.000000 Penalty: 3771.679443
	Iteration 19Q: 3 clusters Score -1.387998e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -13880469.000000 Penalty: 3771.679443
	Iteration 20F: 3 clusters Score -1.388047e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -13880896.000000 Penalty: 3771.679443
	Iteration 21Q: 3 clusters Score -1.38809e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -13881333.000000 Penalty: 3771.679443
	Iteration 22Q: 3 clusters Score -1.388133e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -13881698.000000 Penalty: 3771.679443
	Iteration 23Q: 3 clusters Score -1.38817e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -13882036.000000 Penalty: 3771.679443
	Iteration 24Q: 3 clusters Score -1.388204e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -13882306.000000 Penalty: 3771.679443
	Iteration 25Q: 3 clusters Score -1.388231e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -13882556.000000 Penalty: 3771.679443
	Iteration 26Q: 3 clusters Score -1.388256e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -13882899.000000 Penalty: 3771.679443
	Iteration 27Q: 3 clusters Score -1.38829e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -13883110.000000 Penalty: 3771.679443
	Iteration 28Q: 3 clusters Score -1.388311e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -13883415.000000 Penalty: 3771.679443
	Iteration 29Q: 3 clusters Score -1.388342e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 101989 members 
Entering Unmasked Estep 
Score: -13883682.000000 Penalty: 3771.679443
	Iteration 30Q: 3 clusters Score -1.388368e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 102820 members 
Entering Unmasked Estep 
Score: -13883840.000000 Penalty: 3771.679443
	Iteration 31Q: 3 clusters Score -1.388384e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -13884082.000000 Penalty: 3771.679443
	Iteration 32Q: 3 clusters Score -1.388408e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -13884137.000000 Penalty: 3771.679443
	Iteration 33Q: 3 clusters Score -1.388414e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -13884290.000000 Penalty: 3771.679443
	Iteration 34Q: 3 clusters Score -1.388429e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -13884327.000000 Penalty: 3771.679443
	Iteration 35Q: 3 clusters Score -1.388433e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -13884340.000000 Penalty: 3771.679443
	Iteration 36Q: 3 clusters Score -1.388434e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -13884338.000000 Penalty: 3771.679443
	Iteration 37Q: 3 clusters Score -1.388434e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
Score: -13884388.000000 Penalty: 3771.679443
	Iteration 38Q: 3 clusters Score -1.388439e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -13884419.000000 Penalty: 3771.679443
	Iteration 39Q: 3 clusters Score -1.388442e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -13884447.000000 Penalty: 3771.679443
	Iteration 40F: 3 clusters Score -1.388445e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 107940 members 
Entering Unmasked Estep 
Score: -13884424.000000 Penalty: 3771.679443
	Iteration 41Q: 3 clusters Score -1.388442e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -13884422.000000 Penalty: 3771.679443
	Iteration 42Q: 3 clusters Score -1.388442e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -13884433.000000 Penalty: 3771.679443
	Iteration 43Q: 3 clusters Score -1.388443e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -13884453.000000 Penalty: 3771.679443
	Iteration 44Q: 3 clusters Score -1.388445e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -13884477.000000 Penalty: 3771.679443
	Iteration 45Q: 3 clusters Score -1.388448e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -13884478.000000 Penalty: 3771.679443
	Iteration 46Q: 3 clusters Score -1.388448e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -13884487.000000 Penalty: 3771.679443
	Iteration 47Q: 3 clusters Score -1.388449e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -13884492.000000 Penalty: 3771.679443
	Iteration 48Q: 3 clusters Score -1.388449e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -13884500.000000 Penalty: 3771.679443
	Iteration 49Q: 3 clusters Score -1.38845e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -13884487.000000 Penalty: 3771.679443
	Iteration 50Q: 3 clusters Score -1.388449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -13884483.000000 Penalty: 3771.679443
	Iteration 51Q: 3 clusters Score -1.388448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -13884477.000000 Penalty: 3771.679443
	Iteration 52Q: 3 clusters Score -1.388448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -13884470.000000 Penalty: 3771.679443
	Iteration 53Q: 3 clusters Score -1.388447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -13884471.000000 Penalty: 3771.679443
	Iteration 54Q: 3 clusters Score -1.388447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -13884466.000000 Penalty: 3771.679443
	Iteration 55Q: 3 clusters Score -1.388447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 108862 members 
Entering Unmasked Estep 
Score: -13884458.000000 Penalty: 3771.679443
	Iteration 56Q: 3 clusters Score -1.388446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -13884467.000000 Penalty: 3771.679443
	Iteration 57Q: 3 clusters Score -1.388447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -13884461.000000 Penalty: 3771.679443
	Iteration 58Q: 3 clusters Score -1.388446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -13884454.000000 Penalty: 3771.679443
	Iteration 59Q: 3 clusters Score -1.388445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -13884458.000000 Penalty: 3771.679443
	Iteration 60F: 3 clusters Score -1.388446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -13884460.000000 Penalty: 3771.679443
	Iteration 61Q: 3 clusters Score -1.388446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -13884460.000000 Penalty: 3771.679443
	Iteration 62F: 3 clusters Score -1.388446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Entering Unmasked Estep 
Score: -5335369.000000 Penalty: 1730.314331
	Iteration 0F: 2 clusters Score -5335369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5307103.000000 Penalty: 3460.628662
	Iteration 0F: 3 clusters Score -5307103 nChanged 19697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -5318271.500000 Penalty: 3460.628662
	Iteration 1F: 3 clusters Score -5318272 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5318721.500000 Penalty: 3460.628662
	Iteration 2Q: 3 clusters Score -5318722 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -5319184.500000 Penalty: 3460.628662
	Iteration 3Q: 3 clusters Score -5319184 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5319699.500000 Penalty: 3460.628662
	Iteration 4Q: 3 clusters Score -5319700 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5320278.000000 Penalty: 3460.628662
	Iteration 5Q: 3 clusters Score -5320278 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -5320976.500000 Penalty: 3460.628662
	Iteration 6Q: 3 clusters Score -5320976 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5321881.500000 Penalty: 3460.628662
	Iteration 7Q: 3 clusters Score -5321882 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -5322920.000000 Penalty: 3460.628662
	Iteration 8Q: 3 clusters Score -5322920 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5324302.000000 Penalty: 3460.628662
	Iteration 9F: 3 clusters Score -5324302 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -5325933.500000 Penalty: 3460.628662
	Iteration 10F: 3 clusters Score -5325934 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5327398.500000 Penalty: 3460.628662
	Iteration 11F: 3 clusters Score -5327398 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5328323.500000 Penalty: 3460.628662
	Iteration 12Q: 3 clusters Score -5328324 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -5328847.000000 Penalty: 3460.628662
	Iteration 13Q: 3 clusters Score -5328847 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -5329150.000000 Penalty: 3460.628662
	Iteration 14Q: 3 clusters Score -5329150 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -5329415.500000 Penalty: 3460.628662
	Iteration 15Q: 3 clusters Score -5329416 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -5329633.500000 Penalty: 3460.628662
	Iteration 16Q: 3 clusters Score -5329634 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5329910.500000 Penalty: 3460.628662
	Iteration 17Q: 3 clusters Score -5329910 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5330155.000000 Penalty: 3460.628662
	Iteration 18Q: 3 clusters Score -5330155 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -5330441.500000 Penalty: 3460.628662
	Iteration 19Q: 3 clusters Score -5330442 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5330659.000000 Penalty: 3460.628662
	Iteration 20F: 3 clusters Score -5330659 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5330869.500000 Penalty: 3460.628662
	Iteration 21Q: 3 clusters Score -5330870 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -5331051.000000 Penalty: 3460.628662
	Iteration 22Q: 3 clusters Score -5331051 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -5331312.500000 Penalty: 3460.628662
	Iteration 23Q: 3 clusters Score -5331312 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -5331555.000000 Penalty: 3460.628662
	Iteration 24Q: 3 clusters Score -5331555 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -5331723.500000 Penalty: 3460.628662
	Iteration 25Q: 3 clusters Score -5331724 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -5331893.000000 Penalty: 3460.628662
	Iteration 26Q: 3 clusters Score -5331893 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -5332037.000000 Penalty: 3460.628662
	Iteration 27Q: 3 clusters Score -5332037 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -5332150.500000 Penalty: 3460.628662
	Iteration 28Q: 3 clusters Score -5332150 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -5332243.500000 Penalty: 3460.628662
	Iteration 29Q: 3 clusters Score -5332244 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5332340.000000 Penalty: 3460.628662
	Iteration 30Q: 3 clusters Score -5332340 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -5332420.500000 Penalty: 3460.628662
	Iteration 31Q: 3 clusters Score -5332420 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -5332524.500000 Penalty: 3460.628662
	Iteration 32Q: 3 clusters Score -5332524 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -5332606.500000 Penalty: 3460.628662
	Iteration 33Q: 3 clusters Score -5332606 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5332722.000000 Penalty: 3460.628662
	Iteration 34Q: 3 clusters Score -5332722 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5332803.000000 Penalty: 3460.628662
	Iteration 35Q: 3 clusters Score -5332803 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5332872.000000 Penalty: 3460.628662
	Iteration 36Q: 3 clusters Score -5332872 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5332917.500000 Penalty: 3460.628662
	Iteration 37Q: 3 clusters Score -5332918 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5332997.500000 Penalty: 3460.628662
	Iteration 38Q: 3 clusters Score -5332998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5333073.000000 Penalty: 3460.628662
	Iteration 39Q: 3 clusters Score -5333073 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5333139.500000 Penalty: 3460.628662
	Iteration 40F: 3 clusters Score -5333140 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5333238.000000 Penalty: 3460.628662
	Iteration 41Q: 3 clusters Score -5333238 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -5333326.000000 Penalty: 3460.628662
	Iteration 42Q: 3 clusters Score -5333326 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5333389.000000 Penalty: 3460.628662
	Iteration 43Q: 3 clusters Score -5333389 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5333476.000000 Penalty: 3460.628662
	Iteration 44Q: 3 clusters Score -5333476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5333532.500000 Penalty: 3460.628662
	Iteration 45Q: 3 clusters Score -5333532 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5333559.500000 Penalty: 3460.628662
	Iteration 46Q: 3 clusters Score -5333560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5333618.000000 Penalty: 3460.628662
	Iteration 47Q: 3 clusters Score -5333618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5333678.500000 Penalty: 3460.628662
	Iteration 48Q: 3 clusters Score -5333678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5333727.000000 Penalty: 3460.628662
	Iteration 49Q: 3 clusters Score -5333727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5333755.500000 Penalty: 3460.628662
	Iteration 50Q: 3 clusters Score -5333756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5333793.500000 Penalty: 3460.628662
	Iteration 51Q: 3 clusters Score -5333794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5333822.000000 Penalty: 3460.628662
	Iteration 52Q: 3 clusters Score -5333822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5333845.000000 Penalty: 3460.628662
	Iteration 53Q: 3 clusters Score -5333845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5333863.500000 Penalty: 3460.628662
	Iteration 54Q: 3 clusters Score -5333864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5333901.500000 Penalty: 3460.628662
	Iteration 55Q: 3 clusters Score -5333902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5333905.000000 Penalty: 3460.628662
	Iteration 56Q: 3 clusters Score -5333905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5333911.500000 Penalty: 3460.628662
	Iteration 57Q: 3 clusters Score -5333912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5333919.000000 Penalty: 3460.628662
	Iteration 58Q: 3 clusters Score -5333919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5333933.500000 Penalty: 3460.628662
	Iteration 59Q: 3 clusters Score -5333934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5333931.000000 Penalty: 3460.628662
	Iteration 60F: 3 clusters Score -5333931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5333940.500000 Penalty: 3460.628662
	Iteration 61Q: 3 clusters Score -5333940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5333945.000000 Penalty: 3460.628662
	Iteration 62Q: 3 clusters Score -5333945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5333942.500000 Penalty: 3460.628662
	Iteration 63Q: 3 clusters Score -5333942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5333959.000000 Penalty: 3460.628662
	Iteration 64Q: 3 clusters Score -5333959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5333966.000000 Penalty: 3460.628662
	Iteration 65Q: 3 clusters Score -5333966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5333974.500000 Penalty: 3460.628662
	Iteration 66Q: 3 clusters Score -5333974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5333984.500000 Penalty: 3460.628662
	Iteration 67Q: 3 clusters Score -5333984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5333996.500000 Penalty: 3460.628662
	Iteration 68Q: 3 clusters Score -5333996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5334003.500000 Penalty: 3460.628662
	Iteration 69Q: 3 clusters Score -5334004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5334007.500000 Penalty: 3460.628662
	Iteration 70Q: 3 clusters Score -5334008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5334005.000000 Penalty: 3460.628662
	Iteration 71Q: 3 clusters Score -5334005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5334018.500000 Penalty: 3460.628662
	Iteration 72Q: 3 clusters Score -5334018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5334021.500000 Penalty: 3460.628662
	Iteration 73Q: 3 clusters Score -5334022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5334025.500000 Penalty: 3460.628662
	Iteration 74Q: 3 clusters Score -5334026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5334028.500000 Penalty: 3460.628662
	Iteration 75Q: 3 clusters Score -5334028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5334019.000000 Penalty: 3460.628662
	Iteration 76Q: 3 clusters Score -5334019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5334023.500000 Penalty: 3460.628662
	Iteration 77Q: 3 clusters Score -5334024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5334025.000000 Penalty: 3460.628662
	Iteration 78Q: 3 clusters Score -5334025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5334024.500000 Penalty: 3460.628662
	Iteration 79Q: 3 clusters Score -5334024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5334022.000000 Penalty: 3460.628662
	Iteration 80F: 3 clusters Score -5334022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5334023.000000 Penalty: 3460.628662
	Iteration 81Q: 3 clusters Score -5334023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5334020.500000 Penalty: 3460.628662
	Iteration 82Q: 3 clusters Score -5334020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5334020.000000 Penalty: 3460.628662
	Iteration 83Q: 3 clusters Score -5334020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5334024.000000 Penalty: 3460.628662
	Iteration 84Q: 3 clusters Score -5334024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5334024.000000 Penalty: 3460.628662
	Iteration 85F: 3 clusters Score -5334024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38748.539062 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -38748.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37822.242188 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -37822.24 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38178.628906 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -38178.63 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38653.695312 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -38653.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38949.765625 Penalty: 2011.185791
	Iteration 3F: 3 clusters Score -38949.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39028.562500 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -39028.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39050.160156 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -39050.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39059.671875 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -39059.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39077.250000 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -39077.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39078.746094 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -39078.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39080.191406 Penalty: 2011.185791
	Iteration 9Q: 3 clusters Score -39080.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39080.191406 Penalty: 2011.185791
	Iteration 10F: 3 clusters Score -39080.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 265 members 
Entering Unmasked Estep 
Score: -141750960.000000 Penalty: 90746.617188
Splitting cluster 17 changes total score from -141751872.000000 to -141750960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -990647.625000 Penalty: 1461.027710
	Iteration 0F: 2 clusters Score -990647.6 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 3993 members 
Entering Unmasked Estep 
Score: -984697.937500 Penalty: 2922.055420
	Iteration 0F: 3 clusters Score -984697.9 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -986685.187500 Penalty: 2922.055420
	Iteration 1F: 3 clusters Score -986685.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -987032.312500 Penalty: 2922.055420
	Iteration 2F: 3 clusters Score -987032.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -987342.312500 Penalty: 2922.055420
	Iteration 3F: 3 clusters Score -987342.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -987633.125000 Penalty: 2922.055420
	Iteration 4F: 3 clusters Score -987633.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -987896.312500 Penalty: 2922.055420
	Iteration 5F: 3 clusters Score -987896.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -988166.625000 Penalty: 2922.055420
	Iteration 6F: 3 clusters Score -988166.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -988432.375000 Penalty: 2922.055420
	Iteration 7F: 3 clusters Score -988432.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -988682.750000 Penalty: 2922.055420
	Iteration 8Q: 3 clusters Score -988682.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -988917.500000 Penalty: 2922.055420
	Iteration 9Q: 3 clusters Score -988917.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -989147.500000 Penalty: 2922.055420
	Iteration 10Q: 3 clusters Score -989147.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -989364.375000 Penalty: 2922.055420
	Iteration 11Q: 3 clusters Score -989364.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -989540.937500 Penalty: 2922.055420
	Iteration 12Q: 3 clusters Score -989540.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -989672.187500 Penalty: 2922.055420
	Iteration 13Q: 3 clusters Score -989672.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -989767.812500 Penalty: 2922.055420
	Iteration 14Q: 3 clusters Score -989767.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -989829.812500 Penalty: 2922.055420
	Iteration 15Q: 3 clusters Score -989829.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -989873.312500 Penalty: 2922.055420
	Iteration 16Q: 3 clusters Score -989873.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -989898.375000 Penalty: 2922.055420
	Iteration 17Q: 3 clusters Score -989898.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -989914.312500 Penalty: 2922.055420
	Iteration 18Q: 3 clusters Score -989914.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -989938.625000 Penalty: 2922.055420
	Iteration 19Q: 3 clusters Score -989938.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -989951.250000 Penalty: 2922.055420
	Iteration 20F: 3 clusters Score -989951.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -989958.500000 Penalty: 2922.055420
	Iteration 21Q: 3 clusters Score -989958.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -989965.187500 Penalty: 2922.055420
	Iteration 22Q: 3 clusters Score -989965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -989966.937500 Penalty: 2922.055420
	Iteration 23Q: 3 clusters Score -989966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -989969.125000 Penalty: 2922.055420
	Iteration 24Q: 3 clusters Score -989969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -989973.812500 Penalty: 2922.055420
	Iteration 25Q: 3 clusters Score -989973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -989972.562500 Penalty: 2922.055420
	Iteration 26Q: 3 clusters Score -989972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -989973.062500 Penalty: 2922.055420
	Iteration 27Q: 3 clusters Score -989973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -989975.437500 Penalty: 2922.055420
	Iteration 28Q: 3 clusters Score -989975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -989976.187500 Penalty: 2922.055420
	Iteration 29Q: 3 clusters Score -989976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -989976.250000 Penalty: 2922.055420
	Iteration 30Q: 3 clusters Score -989976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -989977.000000 Penalty: 2922.055420
	Iteration 31Q: 3 clusters Score -989977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -989977.187500 Penalty: 2922.055420
	Iteration 32Q: 3 clusters Score -989977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -989976.250000 Penalty: 2922.055420
	Iteration 33Q: 3 clusters Score -989976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -989977.062500 Penalty: 2922.055420
	Iteration 34Q: 3 clusters Score -989977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -989977.062500 Penalty: 2922.055420
	Iteration 35F: 3 clusters Score -989977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Entering Unmasked Estep 
Score: -13100978.000000 Penalty: 1876.181396
	Iteration 0F: 2 clusters Score -1.310098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -13032815.000000 Penalty: 3752.362793
	Iteration 0F: 3 clusters Score -1.303282e+07 nChanged 49462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -13061056.000000 Penalty: 3752.362793
	Iteration 1F: 3 clusters Score -1.306106e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -13061650.000000 Penalty: 3752.362793
	Iteration 2Q: 3 clusters Score -1.306165e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -13062157.000000 Penalty: 3752.362793
	Iteration 3Q: 3 clusters Score -1.306216e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -13062847.000000 Penalty: 3752.362793
	Iteration 4Q: 3 clusters Score -1.306285e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -13063550.000000 Penalty: 3752.362793
	Iteration 5Q: 3 clusters Score -1.306355e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -13064644.000000 Penalty: 3752.362793
	Iteration 6Q: 3 clusters Score -1.306464e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -13066194.000000 Penalty: 3752.362793
	Iteration 7Q: 3 clusters Score -1.306619e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -13068590.000000 Penalty: 3752.362793
	Iteration 8Q: 3 clusters Score -1.306859e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -13072354.000000 Penalty: 3752.362793
	Iteration 9F: 3 clusters Score -1.307235e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -13077429.000000 Penalty: 3752.362793
	Iteration 10F: 3 clusters Score -1.307743e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -13083616.000000 Penalty: 3752.362793
	Iteration 11F: 3 clusters Score -1.308362e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -13089165.000000 Penalty: 3752.362793
	Iteration 12F: 3 clusters Score -1.308916e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -13093113.000000 Penalty: 3752.362793
	Iteration 13Q: 3 clusters Score -1.309311e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -13095838.000000 Penalty: 3752.362793
	Iteration 14Q: 3 clusters Score -1.309584e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -13097514.000000 Penalty: 3752.362793
	Iteration 15Q: 3 clusters Score -1.309751e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -13098512.000000 Penalty: 3752.362793
	Iteration 16Q: 3 clusters Score -1.309851e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13099015.000000 Penalty: 3752.362793
	Iteration 17Q: 3 clusters Score -1.309902e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13099318.000000 Penalty: 3752.362793
	Iteration 18Q: 3 clusters Score -1.309932e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13099493.000000 Penalty: 3752.362793
	Iteration 19Q: 3 clusters Score -1.309949e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102383 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13099561.000000 Penalty: 3752.362793
	Iteration 20F: 3 clusters Score -1.309956e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13099610.000000 Penalty: 3752.362793
	Iteration 21Q: 3 clusters Score -1.309961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13099635.000000 Penalty: 3752.362793
	Iteration 22Q: 3 clusters Score -1.309964e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13099661.000000 Penalty: 3752.362793
	Iteration 23Q: 3 clusters Score -1.309966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13099671.000000 Penalty: 3752.362793
	Iteration 24Q: 3 clusters Score -1.309967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13099695.000000 Penalty: 3752.362793
	Iteration 25Q: 3 clusters Score -1.30997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13099716.000000 Penalty: 3752.362793
	Iteration 26Q: 3 clusters Score -1.309972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13099736.000000 Penalty: 3752.362793
	Iteration 27Q: 3 clusters Score -1.309974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102599 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13099740.000000 Penalty: 3752.362793
	Iteration 28Q: 3 clusters Score -1.309974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -13099755.000000 Penalty: 3752.362793
	Iteration 29Q: 3 clusters Score -1.309976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13099761.000000 Penalty: 3752.362793
	Iteration 30Q: 3 clusters Score -1.309976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13099749.000000 Penalty: 3752.362793
	Iteration 31Q: 3 clusters Score -1.309975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13099753.000000 Penalty: 3752.362793
	Iteration 32Q: 3 clusters Score -1.309975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13099756.000000 Penalty: 3752.362793
	Iteration 33Q: 3 clusters Score -1.309976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13099775.000000 Penalty: 3752.362793
	Iteration 34Q: 3 clusters Score -1.309978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13099775.000000 Penalty: 3752.362793
	Iteration 35Q: 3 clusters Score -1.309978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13099779.000000 Penalty: 3752.362793
	Iteration 36Q: 3 clusters Score -1.309978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13099773.000000 Penalty: 3752.362793
	Iteration 37Q: 3 clusters Score -1.309977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13099773.000000 Penalty: 3752.362793
	Iteration 38Q: 3 clusters Score -1.309977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13099773.000000 Penalty: 3752.362793
	Iteration 39Q: 3 clusters Score -1.309977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -13099780.000000 Penalty: 3752.362793
	Iteration 40F: 3 clusters Score -1.309978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13099772.000000 Penalty: 3752.362793
	Iteration 41Q: 3 clusters Score -1.309977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13099772.000000 Penalty: 3752.362793
	Iteration 42Q: 3 clusters Score -1.309977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13099774.000000 Penalty: 3752.362793
	Iteration 43Q: 3 clusters Score -1.309977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13099782.000000 Penalty: 3752.362793
	Iteration 44Q: 3 clusters Score -1.309978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13099776.000000 Penalty: 3752.362793
	Iteration 45Q: 3 clusters Score -1.309978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13099781.000000 Penalty: 3752.362793
	Iteration 46Q: 3 clusters Score -1.309978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13099780.000000 Penalty: 3752.362793
	Iteration 47Q: 3 clusters Score -1.309978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13099777.000000 Penalty: 3752.362793
	Iteration 48Q: 3 clusters Score -1.309978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13099787.000000 Penalty: 3752.362793
	Iteration 49Q: 3 clusters Score -1.309979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13099790.000000 Penalty: 3752.362793
	Iteration 50Q: 3 clusters Score -1.309979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13099784.000000 Penalty: 3752.362793
	Iteration 51Q: 3 clusters Score -1.309978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13099792.000000 Penalty: 3752.362793
	Iteration 52Q: 3 clusters Score -1.309979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13099794.000000 Penalty: 3752.362793
	Iteration 53Q: 3 clusters Score -1.309979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13099794.000000 Penalty: 3752.362793
	Iteration 54F: 3 clusters Score -1.309979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -561203.000000 Penalty: 1372.320923
	Iteration 0F: 2 clusters Score -561203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -557425.250000 Penalty: 2744.641846
	Iteration 0F: 3 clusters Score -557425.2 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -558473.125000 Penalty: 2744.641846
	Iteration 1F: 3 clusters Score -558473.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -558648.750000 Penalty: 2744.641846
	Iteration 2F: 3 clusters Score -558648.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -558760.562500 Penalty: 2744.641846
	Iteration 3Q: 3 clusters Score -558760.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -558849.750000 Penalty: 2744.641846
	Iteration 4Q: 3 clusters Score -558849.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -558938.750000 Penalty: 2744.641846
	Iteration 5Q: 3 clusters Score -558938.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -559072.750000 Penalty: 2744.641846
	Iteration 6Q: 3 clusters Score -559072.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -559242.437500 Penalty: 2744.641846
	Iteration 7F: 3 clusters Score -559242.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -559412.562500 Penalty: 2744.641846
	Iteration 8Q: 3 clusters Score -559412.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -559565.187500 Penalty: 2744.641846
	Iteration 9Q: 3 clusters Score -559565.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -559731.375000 Penalty: 2744.641846
	Iteration 10Q: 3 clusters Score -559731.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -559868.875000 Penalty: 2744.641846
	Iteration 11Q: 3 clusters Score -559868.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -559985.750000 Penalty: 2744.641846
	Iteration 12Q: 3 clusters Score -559985.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -560086.750000 Penalty: 2744.641846
	Iteration 13Q: 3 clusters Score -560086.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -560166.062500 Penalty: 2744.641846
	Iteration 14Q: 3 clusters Score -560166.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -560225.437500 Penalty: 2744.641846
	Iteration 15Q: 3 clusters Score -560225.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -560262.937500 Penalty: 2744.641846
	Iteration 16Q: 3 clusters Score -560262.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -560288.875000 Penalty: 2744.641846
	Iteration 17Q: 3 clusters Score -560288.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -560303.625000 Penalty: 2744.641846
	Iteration 18Q: 3 clusters Score -560303.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -560315.312500 Penalty: 2744.641846
	Iteration 19Q: 3 clusters Score -560315.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -560324.625000 Penalty: 2744.641846
	Iteration 20F: 3 clusters Score -560324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -560335.625000 Penalty: 2744.641846
	Iteration 21Q: 3 clusters Score -560335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -560343.812500 Penalty: 2744.641846
	Iteration 22Q: 3 clusters Score -560343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -560347.437500 Penalty: 2744.641846
	Iteration 23Q: 3 clusters Score -560347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -560348.875000 Penalty: 2744.641846
	Iteration 24Q: 3 clusters Score -560348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -560350.687500 Penalty: 2744.641846
	Iteration 25Q: 3 clusters Score -560350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -560351.437500 Penalty: 2744.641846
	Iteration 26Q: 3 clusters Score -560351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -560351.750000 Penalty: 2744.641846
	Iteration 27Q: 3 clusters Score -560351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -560351.750000 Penalty: 2744.641846
	Iteration 28F: 3 clusters Score -560351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -28814.193359 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -28814.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28075.800781 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -28075.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28569.556641 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -28569.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28778.380859 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -28778.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28942.773438 Penalty: 1984.057739
	Iteration 3Q: 3 clusters Score -28942.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29013.212891 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -29013.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29094.712891 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -29094.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29198.820312 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -29198.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29233.792969 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -29233.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29263.490234 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -29263.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29296.646484 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -29296.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29321.652344 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -29321.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29321.652344 Penalty: 1984.057739
	Iteration 11F: 3 clusters Score -29321.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 180 members 
Entering Unmasked Estep 
Score: -141750992.000000 Penalty: 90746.617188
Splitting cluster 21 changes total score from -141751872.000000 to -141750992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (63031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Entering Unmasked Estep 
Score: -7954516.500000 Penalty: 1795.849609
	Iteration 0F: 2 clusters Score -7954516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -7912364.500000 Penalty: 3591.699219
	Iteration 0F: 3 clusters Score -7912364 nChanged 30018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -7929824.500000 Penalty: 3591.699219
	Iteration 1F: 3 clusters Score -7929824 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -7930735.500000 Penalty: 3591.699219
	Iteration 2Q: 3 clusters Score -7930736 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -7931837.000000 Penalty: 3591.699219
	Iteration 3Q: 3 clusters Score -7931837 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -7933517.500000 Penalty: 3591.699219
	Iteration 4F: 3 clusters Score -7933518 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -7936016.000000 Penalty: 3591.699219
	Iteration 5F: 3 clusters Score -7936016 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -7939845.500000 Penalty: 3591.699219
	Iteration 6F: 3 clusters Score -7939846 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -7944535.000000 Penalty: 3591.699219
	Iteration 7F: 3 clusters Score -7944535 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -7948498.500000 Penalty: 3591.699219
	Iteration 8F: 3 clusters Score -7948498 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7950463.500000 Penalty: 3591.699219
	Iteration 9Q: 3 clusters Score -7950464 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -7951143.500000 Penalty: 3591.699219
	Iteration 10Q: 3 clusters Score -7951144 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -7951458.500000 Penalty: 3591.699219
	Iteration 11Q: 3 clusters Score -7951458 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -7951673.000000 Penalty: 3591.699219
	Iteration 12Q: 3 clusters Score -7951673 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -7951868.500000 Penalty: 3591.699219
	Iteration 13Q: 3 clusters Score -7951868 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -7952060.500000 Penalty: 3591.699219
	Iteration 14Q: 3 clusters Score -7952060 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -7952221.000000 Penalty: 3591.699219
	Iteration 15Q: 3 clusters Score -7952221 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7952390.000000 Penalty: 3591.699219
	Iteration 16Q: 3 clusters Score -7952390 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -7952503.000000 Penalty: 3591.699219
	Iteration 17Q: 3 clusters Score -7952503 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -7952613.000000 Penalty: 3591.699219
	Iteration 18Q: 3 clusters Score -7952613 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -7952691.000000 Penalty: 3591.699219
	Iteration 19Q: 3 clusters Score -7952691 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -7952794.500000 Penalty: 3591.699219
	Iteration 20F: 3 clusters Score -7952794 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -7952906.500000 Penalty: 3591.699219
	Iteration 21Q: 3 clusters Score -7952906 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7952957.500000 Penalty: 3591.699219
	Iteration 22Q: 3 clusters Score -7952958 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -7953016.500000 Penalty: 3591.699219
	Iteration 23Q: 3 clusters Score -7953016 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -7953060.500000 Penalty: 3591.699219
	Iteration 24Q: 3 clusters Score -7953060 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -7953099.500000 Penalty: 3591.699219
	Iteration 25Q: 3 clusters Score -7953100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -7953141.000000 Penalty: 3591.699219
	Iteration 26Q: 3 clusters Score -7953141 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -7953170.500000 Penalty: 3591.699219
	Iteration 27Q: 3 clusters Score -7953170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -7953206.500000 Penalty: 3591.699219
	Iteration 28Q: 3 clusters Score -7953206 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -7953241.500000 Penalty: 3591.699219
	Iteration 29Q: 3 clusters Score -7953242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -7953269.000000 Penalty: 3591.699219
	Iteration 30Q: 3 clusters Score -7953269 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -7953272.000000 Penalty: 3591.699219
	Iteration 31Q: 3 clusters Score -7953272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7953284.000000 Penalty: 3591.699219
	Iteration 32Q: 3 clusters Score -7953284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -7953297.000000 Penalty: 3591.699219
	Iteration 33Q: 3 clusters Score -7953297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -7953303.000000 Penalty: 3591.699219
	Iteration 34Q: 3 clusters Score -7953303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -7953320.000000 Penalty: 3591.699219
	Iteration 35Q: 3 clusters Score -7953320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -7953331.500000 Penalty: 3591.699219
	Iteration 36Q: 3 clusters Score -7953332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -7953332.500000 Penalty: 3591.699219
	Iteration 37Q: 3 clusters Score -7953332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -7953341.000000 Penalty: 3591.699219
	Iteration 38Q: 3 clusters Score -7953341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -7953341.000000 Penalty: 3591.699219
	Iteration 39Q: 3 clusters Score -7953341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -7953334.000000 Penalty: 3591.699219
	Iteration 40F: 3 clusters Score -7953334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -7953335.500000 Penalty: 3591.699219
	Iteration 41Q: 3 clusters Score -7953336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -7953345.000000 Penalty: 3591.699219
	Iteration 42Q: 3 clusters Score -7953345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -7953357.500000 Penalty: 3591.699219
	Iteration 43Q: 3 clusters Score -7953358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -7953346.500000 Penalty: 3591.699219
	Iteration 44Q: 3 clusters Score -7953346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -7953345.500000 Penalty: 3591.699219
	Iteration 45Q: 3 clusters Score -7953346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -7953351.000000 Penalty: 3591.699219
	Iteration 46Q: 3 clusters Score -7953351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -7953347.000000 Penalty: 3591.699219
	Iteration 47Q: 3 clusters Score -7953347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -7953350.000000 Penalty: 3591.699219
	Iteration 48Q: 3 clusters Score -7953350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -7953351.500000 Penalty: 3591.699219
	Iteration 49Q: 3 clusters Score -7953352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -7953351.000000 Penalty: 3591.699219
	Iteration 50Q: 3 clusters Score -7953351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -7953352.000000 Penalty: 3591.699219
	Iteration 51Q: 3 clusters Score -7953352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -7953345.500000 Penalty: 3591.699219
	Iteration 52Q: 3 clusters Score -7953346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -7953348.500000 Penalty: 3591.699219
	Iteration 53Q: 3 clusters Score -7953348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -7953347.000000 Penalty: 3591.699219
	Iteration 54Q: 3 clusters Score -7953347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -7953343.000000 Penalty: 3591.699219
	Iteration 55Q: 3 clusters Score -7953343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -7953349.000000 Penalty: 3591.699219
	Iteration 56Q: 3 clusters Score -7953349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -7953350.500000 Penalty: 3591.699219
	Iteration 57Q: 3 clusters Score -7953350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -7953348.000000 Penalty: 3591.699219
	Iteration 58Q: 3 clusters Score -7953348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -7953349.500000 Penalty: 3591.699219
	Iteration 59Q: 3 clusters Score -7953350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -7953349.500000 Penalty: 3591.699219
	Iteration 60F: 3 clusters Score -7953350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -284955.843750 Penalty: 1261.421875
	Iteration 0F: 2 clusters Score -284955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -282695.625000 Penalty: 2522.843750
	Iteration 0F: 3 clusters Score -282695.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -283246.843750 Penalty: 2522.843750
	Iteration 1F: 3 clusters Score -283246.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -283421.968750 Penalty: 2522.843750
	Iteration 2F: 3 clusters Score -283422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -283571.531250 Penalty: 2522.843750
	Iteration 3F: 3 clusters Score -283571.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -283705.156250 Penalty: 2522.843750
	Iteration 4F: 3 clusters Score -283705.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -283847.968750 Penalty: 2522.843750
	Iteration 5F: 3 clusters Score -283848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -283979.500000 Penalty: 2522.843750
	Iteration 6Q: 3 clusters Score -283979.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -284064.468750 Penalty: 2522.843750
	Iteration 7Q: 3 clusters Score -284064.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -284114.062500 Penalty: 2522.843750
	Iteration 8Q: 3 clusters Score -284114.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -284155.031250 Penalty: 2522.843750
	Iteration 9Q: 3 clusters Score -284155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -284195.593750 Penalty: 2522.843750
	Iteration 10Q: 3 clusters Score -284195.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -284225.562500 Penalty: 2522.843750
	Iteration 11Q: 3 clusters Score -284225.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -284244.906250 Penalty: 2522.843750
	Iteration 12Q: 3 clusters Score -284244.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -284263.812500 Penalty: 2522.843750
	Iteration 13Q: 3 clusters Score -284263.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -284286.187500 Penalty: 2522.843750
	Iteration 14Q: 3 clusters Score -284286.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -284301.406250 Penalty: 2522.843750
	Iteration 15Q: 3 clusters Score -284301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -284312.468750 Penalty: 2522.843750
	Iteration 16Q: 3 clusters Score -284312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -284318.406250 Penalty: 2522.843750
	Iteration 17Q: 3 clusters Score -284318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -284324.593750 Penalty: 2522.843750
	Iteration 18Q: 3 clusters Score -284324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -284332.937500 Penalty: 2522.843750
	Iteration 19Q: 3 clusters Score -284332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -284342.875000 Penalty: 2522.843750
	Iteration 20F: 3 clusters Score -284342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -284352.312500 Penalty: 2522.843750
	Iteration 21Q: 3 clusters Score -284352.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -284360.500000 Penalty: 2522.843750
	Iteration 22Q: 3 clusters Score -284360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -284367.812500 Penalty: 2522.843750
	Iteration 23Q: 3 clusters Score -284367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -284370.812500 Penalty: 2522.843750
	Iteration 24Q: 3 clusters Score -284370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -284372.562500 Penalty: 2522.843750
	Iteration 25Q: 3 clusters Score -284372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -284375.187500 Penalty: 2522.843750
	Iteration 26Q: 3 clusters Score -284375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -284379.500000 Penalty: 2522.843750
	Iteration 27Q: 3 clusters Score -284379.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -284384.906250 Penalty: 2522.843750
	Iteration 28Q: 3 clusters Score -284384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -284393.375000 Penalty: 2522.843750
	Iteration 29Q: 3 clusters Score -284393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -284401.937500 Penalty: 2522.843750
	Iteration 30Q: 3 clusters Score -284401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -284405.656250 Penalty: 2522.843750
	Iteration 31Q: 3 clusters Score -284405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -284408.093750 Penalty: 2522.843750
	Iteration 32Q: 3 clusters Score -284408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -284412.156250 Penalty: 2522.843750
	Iteration 33Q: 3 clusters Score -284412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -284415.500000 Penalty: 2522.843750
	Iteration 34Q: 3 clusters Score -284415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -284419.062500 Penalty: 2522.843750
	Iteration 35Q: 3 clusters Score -284419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -284423.906250 Penalty: 2522.843750
	Iteration 36Q: 3 clusters Score -284423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -284428.437500 Penalty: 2522.843750
	Iteration 37Q: 3 clusters Score -284428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -284434.093750 Penalty: 2522.843750
	Iteration 38Q: 3 clusters Score -284434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -284437.687500 Penalty: 2522.843750
	Iteration 39Q: 3 clusters Score -284437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -284440.343750 Penalty: 2522.843750
	Iteration 40F: 3 clusters Score -284440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -284443.718750 Penalty: 2522.843750
	Iteration 41Q: 3 clusters Score -284443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -284443.937500 Penalty: 2522.843750
	Iteration 42Q: 3 clusters Score -284443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -284444.250000 Penalty: 2522.843750
	Iteration 43Q: 3 clusters Score -284444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -284445.312500 Penalty: 2522.843750
	Iteration 44Q: 3 clusters Score -284445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -284445.343750 Penalty: 2522.843750
	Iteration 45Q: 3 clusters Score -284445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -284448.781250 Penalty: 2522.843750
	Iteration 46Q: 3 clusters Score -284448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -284449.312500 Penalty: 2522.843750
	Iteration 47Q: 3 clusters Score -284449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -284449.781250 Penalty: 2522.843750
	Iteration 48Q: 3 clusters Score -284449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -284450.281250 Penalty: 2522.843750
	Iteration 49Q: 3 clusters Score -284450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -284450.281250 Penalty: 2522.843750
	Iteration 50F: 3 clusters Score -284450.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Entering Unmasked Estep 
Score: -1723223.250000 Penalty: 1552.040405
	Iteration 0F: 2 clusters Score -1723223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1713458.500000 Penalty: 3104.080811
	Iteration 0F: 3 clusters Score -1713458 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1716791.375000 Penalty: 3104.080811
	Iteration 1F: 3 clusters Score -1716791 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1717106.750000 Penalty: 3104.080811
	Iteration 2F: 3 clusters Score -1717107 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1717396.750000 Penalty: 3104.080811
	Iteration 3Q: 3 clusters Score -1717397 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1717702.250000 Penalty: 3104.080811
	Iteration 4Q: 3 clusters Score -1717702 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1718069.375000 Penalty: 3104.080811
	Iteration 5Q: 3 clusters Score -1718069 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1718523.500000 Penalty: 3104.080811
	Iteration 6Q: 3 clusters Score -1718524 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1718944.500000 Penalty: 3104.080811
	Iteration 7F: 3 clusters Score -1718944 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1719312.625000 Penalty: 3104.080811
	Iteration 8Q: 3 clusters Score -1719313 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1719625.250000 Penalty: 3104.080811
	Iteration 9Q: 3 clusters Score -1719625 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1719878.500000 Penalty: 3104.080811
	Iteration 10Q: 3 clusters Score -1719878 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1720107.250000 Penalty: 3104.080811
	Iteration 11Q: 3 clusters Score -1720107 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1720306.125000 Penalty: 3104.080811
	Iteration 12Q: 3 clusters Score -1720306 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1720502.000000 Penalty: 3104.080811
	Iteration 13Q: 3 clusters Score -1720502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1720682.500000 Penalty: 3104.080811
	Iteration 14Q: 3 clusters Score -1720682 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1720862.500000 Penalty: 3104.080811
	Iteration 15Q: 3 clusters Score -1720862 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1721027.125000 Penalty: 3104.080811
	Iteration 16Q: 3 clusters Score -1721027 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1721209.000000 Penalty: 3104.080811
	Iteration 17Q: 3 clusters Score -1721209 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1721385.375000 Penalty: 3104.080811
	Iteration 18Q: 3 clusters Score -1721385 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1721556.125000 Penalty: 3104.080811
	Iteration 19Q: 3 clusters Score -1721556 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1721688.750000 Penalty: 3104.080811
	Iteration 20F: 3 clusters Score -1721689 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1721809.125000 Penalty: 3104.080811
	Iteration 21Q: 3 clusters Score -1721809 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1721913.750000 Penalty: 3104.080811
	Iteration 22Q: 3 clusters Score -1721914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1722019.375000 Penalty: 3104.080811
	Iteration 23Q: 3 clusters Score -1722019 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1722103.250000 Penalty: 3104.080811
	Iteration 24Q: 3 clusters Score -1722103 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1722174.000000 Penalty: 3104.080811
	Iteration 25Q: 3 clusters Score -1722174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1722223.125000 Penalty: 3104.080811
	Iteration 26Q: 3 clusters Score -1722223 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1722272.250000 Penalty: 3104.080811
	Iteration 27Q: 3 clusters Score -1722272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1722313.000000 Penalty: 3104.080811
	Iteration 28Q: 3 clusters Score -1722313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1722330.500000 Penalty: 3104.080811
	Iteration 29Q: 3 clusters Score -1722330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1722349.875000 Penalty: 3104.080811
	Iteration 30Q: 3 clusters Score -1722350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1722363.125000 Penalty: 3104.080811
	Iteration 31Q: 3 clusters Score -1722363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1722378.000000 Penalty: 3104.080811
	Iteration 32Q: 3 clusters Score -1722378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1722384.000000 Penalty: 3104.080811
	Iteration 33Q: 3 clusters Score -1722384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1722388.625000 Penalty: 3104.080811
	Iteration 34Q: 3 clusters Score -1722389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1722395.750000 Penalty: 3104.080811
	Iteration 35Q: 3 clusters Score -1722396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1722397.750000 Penalty: 3104.080811
	Iteration 36Q: 3 clusters Score -1722398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1722399.875000 Penalty: 3104.080811
	Iteration 37Q: 3 clusters Score -1722400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1722404.000000 Penalty: 3104.080811
	Iteration 38Q: 3 clusters Score -1722404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1722406.500000 Penalty: 3104.080811
	Iteration 39Q: 3 clusters Score -1722406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1722412.750000 Penalty: 3104.080811
	Iteration 40F: 3 clusters Score -1722413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1722414.750000 Penalty: 3104.080811
	Iteration 41Q: 3 clusters Score -1722415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1722424.000000 Penalty: 3104.080811
	Iteration 42Q: 3 clusters Score -1722424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1722428.500000 Penalty: 3104.080811
	Iteration 43Q: 3 clusters Score -1722428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1722428.375000 Penalty: 3104.080811
	Iteration 44Q: 3 clusters Score -1722428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1722431.375000 Penalty: 3104.080811
	Iteration 45Q: 3 clusters Score -1722431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1722434.750000 Penalty: 3104.080811
	Iteration 46Q: 3 clusters Score -1722435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1722438.875000 Penalty: 3104.080811
	Iteration 47Q: 3 clusters Score -1722439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1722444.500000 Penalty: 3104.080811
	Iteration 48Q: 3 clusters Score -1722444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1722449.500000 Penalty: 3104.080811
	Iteration 49Q: 3 clusters Score -1722450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1722448.375000 Penalty: 3104.080811
	Iteration 50Q: 3 clusters Score -1722448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1722452.875000 Penalty: 3104.080811
	Iteration 51Q: 3 clusters Score -1722453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1722453.875000 Penalty: 3104.080811
	Iteration 52Q: 3 clusters Score -1722454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1722453.875000 Penalty: 3104.080811
	Iteration 53Q: 3 clusters Score -1722454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1722455.625000 Penalty: 3104.080811
	Iteration 54Q: 3 clusters Score -1722456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1722457.625000 Penalty: 3104.080811
	Iteration 55Q: 3 clusters Score -1722458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1722458.500000 Penalty: 3104.080811
	Iteration 56Q: 3 clusters Score -1722458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1722459.500000 Penalty: 3104.080811
	Iteration 57Q: 3 clusters Score -1722460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1722462.750000 Penalty: 3104.080811
	Iteration 58Q: 3 clusters Score -1722463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1722464.000000 Penalty: 3104.080811
	Iteration 59Q: 3 clusters Score -1722464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1722463.250000 Penalty: 3104.080811
	Iteration 60F: 3 clusters Score -1722463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -40942.949219 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -40942.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40053.062500 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -40053.06 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40484.148438 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40484.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40680.160156 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -40680.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40786.121094 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -40786.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40854.140625 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -40854.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40926.703125 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -40926.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40972.949219 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -40972.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40985.652344 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -40985.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40998.082031 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -40998.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41016.015625 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -41016.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41016.738281 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -41016.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41018.148438 Penalty: 2012.517700
	Iteration 11F: 3 clusters Score -41018.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41030.183594 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -41030.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41031.351562 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -41031.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41033.089844 Penalty: 2012.517700
	Iteration 14Q: 3 clusters Score -41033.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41034.269531 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -41034.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41036.003906 Penalty: 2012.517700
	Iteration 16Q: 3 clusters Score -41036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41036.003906 Penalty: 2012.517700
	Iteration 17F: 3 clusters Score -41036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 292 members 
Entering Unmasked Estep 
Score: -141750448.000000 Penalty: 90746.617188
Splitting cluster 25 changes total score from -141751872.000000 to -141750448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -586688.062500 Penalty: 1378.826050
	Iteration 0F: 2 clusters Score -586688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -582827.250000 Penalty: 2757.652100
	Iteration 0F: 3 clusters Score -582827.2 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -583935.437500 Penalty: 2757.652100
	Iteration 1F: 3 clusters Score -583935.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -584159.500000 Penalty: 2757.652100
	Iteration 2F: 3 clusters Score -584159.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -584325.312500 Penalty: 2757.652100
	Iteration 3F: 3 clusters Score -584325.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -584448.625000 Penalty: 2757.652100
	Iteration 4Q: 3 clusters Score -584448.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -584537.500000 Penalty: 2757.652100
	Iteration 5Q: 3 clusters Score -584537.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -584611.000000 Penalty: 2757.652100
	Iteration 6Q: 3 clusters Score -584611 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -584665.750000 Penalty: 2757.652100
	Iteration 7Q: 3 clusters Score -584665.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -584703.125000 Penalty: 2757.652100
	Iteration 8Q: 3 clusters Score -584703.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -584731.562500 Penalty: 2757.652100
	Iteration 9Q: 3 clusters Score -584731.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -584761.625000 Penalty: 2757.652100
	Iteration 10Q: 3 clusters Score -584761.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -584787.750000 Penalty: 2757.652100
	Iteration 11Q: 3 clusters Score -584787.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -584819.375000 Penalty: 2757.652100
	Iteration 12Q: 3 clusters Score -584819.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -584858.250000 Penalty: 2757.652100
	Iteration 13Q: 3 clusters Score -584858.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -584897.250000 Penalty: 2757.652100
	Iteration 14Q: 3 clusters Score -584897.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -584935.562500 Penalty: 2757.652100
	Iteration 15Q: 3 clusters Score -584935.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -584965.625000 Penalty: 2757.652100
	Iteration 16Q: 3 clusters Score -584965.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -584999.875000 Penalty: 2757.652100
	Iteration 17Q: 3 clusters Score -584999.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -585035.437500 Penalty: 2757.652100
	Iteration 18Q: 3 clusters Score -585035.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -585068.375000 Penalty: 2757.652100
	Iteration 19Q: 3 clusters Score -585068.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -585100.625000 Penalty: 2757.652100
	Iteration 20F: 3 clusters Score -585100.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -585139.500000 Penalty: 2757.652100
	Iteration 21Q: 3 clusters Score -585139.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -585173.437500 Penalty: 2757.652100
	Iteration 22Q: 3 clusters Score -585173.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -585208.437500 Penalty: 2757.652100
	Iteration 23Q: 3 clusters Score -585208.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -585251.250000 Penalty: 2757.652100
	Iteration 24Q: 3 clusters Score -585251.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -585310.562500 Penalty: 2757.652100
	Iteration 25Q: 3 clusters Score -585310.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -585370.000000 Penalty: 2757.652100
	Iteration 26Q: 3 clusters Score -585370 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -585421.750000 Penalty: 2757.652100
	Iteration 27Q: 3 clusters Score -585421.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -585471.812500 Penalty: 2757.652100
	Iteration 28Q: 3 clusters Score -585471.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -585511.250000 Penalty: 2757.652100
	Iteration 29Q: 3 clusters Score -585511.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -585540.375000 Penalty: 2757.652100
	Iteration 30Q: 3 clusters Score -585540.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -585571.750000 Penalty: 2757.652100
	Iteration 31Q: 3 clusters Score -585571.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -585592.437500 Penalty: 2757.652100
	Iteration 32Q: 3 clusters Score -585592.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -585602.687500 Penalty: 2757.652100
	Iteration 33Q: 3 clusters Score -585602.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -585615.312500 Penalty: 2757.652100
	Iteration 34Q: 3 clusters Score -585615.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -585625.750000 Penalty: 2757.652100
	Iteration 35Q: 3 clusters Score -585625.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -585633.812500 Penalty: 2757.652100
	Iteration 36Q: 3 clusters Score -585633.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -585645.687500 Penalty: 2757.652100
	Iteration 37Q: 3 clusters Score -585645.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -585658.875000 Penalty: 2757.652100
	Iteration 38Q: 3 clusters Score -585658.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -585667.437500 Penalty: 2757.652100
	Iteration 39Q: 3 clusters Score -585667.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -585676.250000 Penalty: 2757.652100
	Iteration 40F: 3 clusters Score -585676.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -585683.250000 Penalty: 2757.652100
	Iteration 41Q: 3 clusters Score -585683.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -585690.562500 Penalty: 2757.652100
	Iteration 42Q: 3 clusters Score -585690.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -585701.062500 Penalty: 2757.652100
	Iteration 43Q: 3 clusters Score -585701.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -585713.500000 Penalty: 2757.652100
	Iteration 44Q: 3 clusters Score -585713.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -585728.562500 Penalty: 2757.652100
	Iteration 45Q: 3 clusters Score -585728.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -585737.562500 Penalty: 2757.652100
	Iteration 46Q: 3 clusters Score -585737.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -585748.562500 Penalty: 2757.652100
	Iteration 47Q: 3 clusters Score -585748.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -585756.375000 Penalty: 2757.652100
	Iteration 48Q: 3 clusters Score -585756.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -585763.250000 Penalty: 2757.652100
	Iteration 49Q: 3 clusters Score -585763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -585774.250000 Penalty: 2757.652100
	Iteration 50Q: 3 clusters Score -585774.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -585781.750000 Penalty: 2757.652100
	Iteration 51Q: 3 clusters Score -585781.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -585791.187500 Penalty: 2757.652100
	Iteration 52Q: 3 clusters Score -585791.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -585802.187500 Penalty: 2757.652100
	Iteration 53Q: 3 clusters Score -585802.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -585811.750000 Penalty: 2757.652100
	Iteration 54Q: 3 clusters Score -585811.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -585818.062500 Penalty: 2757.652100
	Iteration 55Q: 3 clusters Score -585818.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -585825.187500 Penalty: 2757.652100
	Iteration 56Q: 3 clusters Score -585825.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -585834.000000 Penalty: 2757.652100
	Iteration 57Q: 3 clusters Score -585834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -585839.812500 Penalty: 2757.652100
	Iteration 58Q: 3 clusters Score -585839.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -585848.000000 Penalty: 2757.652100
	Iteration 59Q: 3 clusters Score -585848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -585854.687500 Penalty: 2757.652100
	Iteration 60F: 3 clusters Score -585854.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -585863.000000 Penalty: 2757.652100
	Iteration 61Q: 3 clusters Score -585863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -585872.312500 Penalty: 2757.652100
	Iteration 62Q: 3 clusters Score -585872.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -585879.937500 Penalty: 2757.652100
	Iteration 63Q: 3 clusters Score -585879.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -585885.250000 Penalty: 2757.652100
	Iteration 64Q: 3 clusters Score -585885.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -585893.687500 Penalty: 2757.652100
	Iteration 65Q: 3 clusters Score -585893.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -585898.125000 Penalty: 2757.652100
	Iteration 66Q: 3 clusters Score -585898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -585904.125000 Penalty: 2757.652100
	Iteration 67Q: 3 clusters Score -585904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -585909.125000 Penalty: 2757.652100
	Iteration 68Q: 3 clusters Score -585909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -585911.937500 Penalty: 2757.652100
	Iteration 69Q: 3 clusters Score -585911.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -585914.187500 Penalty: 2757.652100
	Iteration 70Q: 3 clusters Score -585914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -585916.437500 Penalty: 2757.652100
	Iteration 71Q: 3 clusters Score -585916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -585916.125000 Penalty: 2757.652100
	Iteration 72Q: 3 clusters Score -585916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -585916.437500 Penalty: 2757.652100
	Iteration 73Q: 3 clusters Score -585916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -585916.437500 Penalty: 2757.652100
	Iteration 74F: 3 clusters Score -585916.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -54667.351562 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -54667.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53598.609375 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -53598.61 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53938.128906 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -53938.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54159.289062 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -54159.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54277.089844 Penalty: 2050.131836
	Iteration 3F: 3 clusters Score -54277.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54336.421875 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -54336.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54416.574219 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -54416.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -54448.144531 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -54448.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54453.648438 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -54453.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54457.660156 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -54457.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -54471.394531 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -54471.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54496.511719 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -54496.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54517.644531 Penalty: 2050.131836
	Iteration 11Q: 3 clusters Score -54517.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54528.078125 Penalty: 2050.131836
	Iteration 12Q: 3 clusters Score -54528.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54533.109375 Penalty: 2050.131836
	Iteration 13Q: 3 clusters Score -54533.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54537.542969 Penalty: 2050.131836
	Iteration 14Q: 3 clusters Score -54537.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54539.070312 Penalty: 2050.131836
	Iteration 15Q: 3 clusters Score -54539.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54539.070312 Penalty: 2050.131836
	Iteration 16F: 3 clusters Score -54539.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (119410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Entering Unmasked Estep 
Score: -15106380.000000 Penalty: 1899.676636
	Iteration 0F: 2 clusters Score -1.510638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -15029515.000000 Penalty: 3799.353271
	Iteration 0F: 3 clusters Score -1.502952e+07 nChanged 57512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -15063897.000000 Penalty: 3799.353271
	Iteration 1F: 3 clusters Score -1.50639e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -15065471.000000 Penalty: 3799.353271
	Iteration 2Q: 3 clusters Score -1.506547e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -15067839.000000 Penalty: 3799.353271
	Iteration 3Q: 3 clusters Score -1.506784e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -15071691.000000 Penalty: 3799.353271
	Iteration 4F: 3 clusters Score -1.507169e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -15077227.000000 Penalty: 3799.353271
	Iteration 5F: 3 clusters Score -1.507723e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -15084108.000000 Penalty: 3799.353271
	Iteration 6F: 3 clusters Score -1.508411e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -15090973.000000 Penalty: 3799.353271
	Iteration 7F: 3 clusters Score -1.509097e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 102861 members 
Entering Unmasked Estep 
Score: -15096607.000000 Penalty: 3799.353271
	Iteration 8Q: 3 clusters Score -1.509661e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 106732 members 
Entering Unmasked Estep 
Score: -15100089.000000 Penalty: 3799.353271
	Iteration 9Q: 3 clusters Score -1.510009e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 109601 members 
Entering Unmasked Estep 
Score: -15101968.000000 Penalty: 3799.353271
	Iteration 10Q: 3 clusters Score -1.510197e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 111764 members 
Entering Unmasked Estep 
Score: -15102792.000000 Penalty: 3799.353271
	Iteration 11Q: 3 clusters Score -1.510279e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -15103356.000000 Penalty: 3799.353271
	Iteration 12Q: 3 clusters Score -1.510336e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -15103798.000000 Penalty: 3799.353271
	Iteration 13Q: 3 clusters Score -1.51038e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
Score: -15103996.000000 Penalty: 3799.353271
	Iteration 14Q: 3 clusters Score -1.5104e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -15104199.000000 Penalty: 3799.353271
	Iteration 15Q: 3 clusters Score -1.51042e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -15104336.000000 Penalty: 3799.353271
	Iteration 16Q: 3 clusters Score -1.510434e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -15104386.000000 Penalty: 3799.353271
	Iteration 17Q: 3 clusters Score -1.510439e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -15104427.000000 Penalty: 3799.353271
	Iteration 18Q: 3 clusters Score -1.510443e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -15104504.000000 Penalty: 3799.353271
	Iteration 19Q: 3 clusters Score -1.51045e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 118584 members 
Entering Unmasked Estep 
Score: -15104586.000000 Penalty: 3799.353271
	Iteration 20F: 3 clusters Score -1.510459e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -15104682.000000 Penalty: 3799.353271
	Iteration 21Q: 3 clusters Score -1.510468e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 118824 members 
Entering Unmasked Estep 
Score: -15104743.000000 Penalty: 3799.353271
	Iteration 22Q: 3 clusters Score -1.510474e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 118907 members 
Entering Unmasked Estep 
Score: -15104754.000000 Penalty: 3799.353271
	Iteration 23Q: 3 clusters Score -1.510475e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 118954 members 
Entering Unmasked Estep 
Score: -15104803.000000 Penalty: 3799.353271
	Iteration 24Q: 3 clusters Score -1.51048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -15104834.000000 Penalty: 3799.353271
	Iteration 25Q: 3 clusters Score -1.510483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -15104837.000000 Penalty: 3799.353271
	Iteration 26Q: 3 clusters Score -1.510484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -15104845.000000 Penalty: 3799.353271
	Iteration 27Q: 3 clusters Score -1.510484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 119052 members 
Entering Unmasked Estep 
Score: -15104860.000000 Penalty: 3799.353271
	Iteration 28Q: 3 clusters Score -1.510486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -15104859.000000 Penalty: 3799.353271
	Iteration 29Q: 3 clusters Score -1.510486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -15104851.000000 Penalty: 3799.353271
	Iteration 30Q: 3 clusters Score -1.510485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
Score: -15104851.000000 Penalty: 3799.353271
	Iteration 31Q: 3 clusters Score -1.510485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -15104864.000000 Penalty: 3799.353271
	Iteration 32Q: 3 clusters Score -1.510486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 119069 members 
Entering Unmasked Estep 
Score: -15104855.000000 Penalty: 3799.353271
	Iteration 33Q: 3 clusters Score -1.510486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -15104855.000000 Penalty: 3799.353271
	Iteration 34Q: 3 clusters Score -1.510486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 119073 members 
Entering Unmasked Estep 
Score: -15104855.000000 Penalty: 3799.353271
	Iteration 35Q: 3 clusters Score -1.510486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 119074 members 
Entering Unmasked Estep 
Score: -15104857.000000 Penalty: 3799.353271
	Iteration 36Q: 3 clusters Score -1.510486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -15104850.000000 Penalty: 3799.353271
	Iteration 37Q: 3 clusters Score -1.510485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -15104850.000000 Penalty: 3799.353271
	Iteration 38F: 3 clusters Score -1.510485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (124357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124357 members 
Entering Unmasked Estep 
Score: -15554982.000000 Penalty: 1906.273193
	Iteration 0F: 2 clusters Score -1.555498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -15475913.000000 Penalty: 3812.546387
	Iteration 0F: 3 clusters Score -1.547591e+07 nChanged 59496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -15510786.000000 Penalty: 3812.546387
	Iteration 1F: 3 clusters Score -1.551079e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -15511842.000000 Penalty: 3812.546387
	Iteration 2Q: 3 clusters Score -1.551184e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -15513513.000000 Penalty: 3812.546387
	Iteration 3Q: 3 clusters Score -1.551351e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -15515647.000000 Penalty: 3812.546387
	Iteration 4Q: 3 clusters Score -1.551565e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -15518817.000000 Penalty: 3812.546387
	Iteration 5F: 3 clusters Score -1.551882e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -15523868.000000 Penalty: 3812.546387
	Iteration 6F: 3 clusters Score -1.552387e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -15530638.000000 Penalty: 3812.546387
	Iteration 7F: 3 clusters Score -1.553064e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 102425 members 
Entering Unmasked Estep 
Score: -15538347.000000 Penalty: 3812.546387
	Iteration 8F: 3 clusters Score -1.553835e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -15544388.000000 Penalty: 3812.546387
	Iteration 9F: 3 clusters Score -1.554439e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -15547507.000000 Penalty: 3812.546387
	Iteration 10Q: 3 clusters Score -1.554751e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -15549175.000000 Penalty: 3812.546387
	Iteration 11Q: 3 clusters Score -1.554918e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 116537 members 
Entering Unmasked Estep 
Score: -15550055.000000 Penalty: 3812.546387
	Iteration 12Q: 3 clusters Score -1.555006e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 117690 members 
Entering Unmasked Estep 
Score: -15550801.000000 Penalty: 3812.546387
	Iteration 13Q: 3 clusters Score -1.55508e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
Score: -15551355.000000 Penalty: 3812.546387
	Iteration 14Q: 3 clusters Score -1.555136e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 119303 members 
Entering Unmasked Estep 
Score: -15551736.000000 Penalty: 3812.546387
	Iteration 15Q: 3 clusters Score -1.555174e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 119896 members 
Entering Unmasked Estep 
Score: -15552068.000000 Penalty: 3812.546387
	Iteration 16Q: 3 clusters Score -1.555207e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 120355 members 
Entering Unmasked Estep 
Score: -15552337.000000 Penalty: 3812.546387
	Iteration 17Q: 3 clusters Score -1.555234e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -15552439.000000 Penalty: 3812.546387
	Iteration 18Q: 3 clusters Score -1.555244e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -15552585.000000 Penalty: 3812.546387
	Iteration 19Q: 3 clusters Score -1.555258e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 121367 members 
Entering Unmasked Estep 
Score: -15552708.000000 Penalty: 3812.546387
	Iteration 20F: 3 clusters Score -1.555271e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -15552797.000000 Penalty: 3812.546387
	Iteration 21Q: 3 clusters Score -1.55528e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -15552860.000000 Penalty: 3812.546387
	Iteration 22Q: 3 clusters Score -1.555286e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 121988 members 
Entering Unmasked Estep 
Score: -15552908.000000 Penalty: 3812.546387
	Iteration 23Q: 3 clusters Score -1.555291e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -15552971.000000 Penalty: 3812.546387
	Iteration 24Q: 3 clusters Score -1.555297e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 122255 members 
Entering Unmasked Estep 
Score: -15553000.000000 Penalty: 3812.546387
	Iteration 25Q: 3 clusters Score -1.5553e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 122364 members 
Entering Unmasked Estep 
Score: -15553076.000000 Penalty: 3812.546387
	Iteration 26Q: 3 clusters Score -1.555308e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -15553147.000000 Penalty: 3812.546387
	Iteration 27Q: 3 clusters Score -1.555315e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 122539 members 
Entering Unmasked Estep 
Score: -15553184.000000 Penalty: 3812.546387
	Iteration 28Q: 3 clusters Score -1.555318e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 122610 members 
Entering Unmasked Estep 
Score: -15553225.000000 Penalty: 3812.546387
	Iteration 29Q: 3 clusters Score -1.555322e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -15553238.000000 Penalty: 3812.546387
	Iteration 30Q: 3 clusters Score -1.555324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -15553257.000000 Penalty: 3812.546387
	Iteration 31Q: 3 clusters Score -1.555326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 122772 members 
Entering Unmasked Estep 
Score: -15553294.000000 Penalty: 3812.546387
	Iteration 32Q: 3 clusters Score -1.555329e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -15553294.000000 Penalty: 3812.546387
	Iteration 33Q: 3 clusters Score -1.555329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -15553288.000000 Penalty: 3812.546387
	Iteration 34Q: 3 clusters Score -1.555329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 122847 members 
Entering Unmasked Estep 
Score: -15553316.000000 Penalty: 3812.546387
	Iteration 35Q: 3 clusters Score -1.555332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -15553314.000000 Penalty: 3812.546387
	Iteration 36Q: 3 clusters Score -1.555331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -15553326.000000 Penalty: 3812.546387
	Iteration 37Q: 3 clusters Score -1.555333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -15553336.000000 Penalty: 3812.546387
	Iteration 38Q: 3 clusters Score -1.555334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -15553352.000000 Penalty: 3812.546387
	Iteration 39Q: 3 clusters Score -1.555335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -15553352.000000 Penalty: 3812.546387
	Iteration 40F: 3 clusters Score -1.555335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -15553353.000000 Penalty: 3812.546387
	Iteration 41Q: 3 clusters Score -1.555335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 122946 members 
Entering Unmasked Estep 
Score: -15553355.000000 Penalty: 3812.546387
	Iteration 42Q: 3 clusters Score -1.555336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 122952 members 
Entering Unmasked Estep 
Score: -15553359.000000 Penalty: 3812.546387
	Iteration 43Q: 3 clusters Score -1.555336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 122956 members 
Entering Unmasked Estep 
Score: -15553355.000000 Penalty: 3812.546387
	Iteration 44Q: 3 clusters Score -1.555336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 122956 members 
Entering Unmasked Estep 
Score: -15553368.000000 Penalty: 3812.546387
	Iteration 45Q: 3 clusters Score -1.555337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 122960 members 
Entering Unmasked Estep 
Score: -15553368.000000 Penalty: 3812.546387
	Iteration 46Q: 3 clusters Score -1.555337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -15553370.000000 Penalty: 3812.546387
	Iteration 47Q: 3 clusters Score -1.555337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -15553368.000000 Penalty: 3812.546387
	Iteration 48Q: 3 clusters Score -1.555337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -15553388.000000 Penalty: 3812.546387
	Iteration 49Q: 3 clusters Score -1.555339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 122990 members 
Entering Unmasked Estep 
Score: -15553388.000000 Penalty: 3812.546387
	Iteration 50Q: 3 clusters Score -1.555339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 122999 members 
Entering Unmasked Estep 
Score: -15553391.000000 Penalty: 3812.546387
	Iteration 51Q: 3 clusters Score -1.555339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 123011 members 
Entering Unmasked Estep 
Score: -15553415.000000 Penalty: 3812.546387
	Iteration 52Q: 3 clusters Score -1.555342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -15553407.000000 Penalty: 3812.546387
	Iteration 53Q: 3 clusters Score -1.555341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -15553412.000000 Penalty: 3812.546387
	Iteration 54Q: 3 clusters Score -1.555341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 123032 members 
Entering Unmasked Estep 
Score: -15553396.000000 Penalty: 3812.546387
	Iteration 55Q: 3 clusters Score -1.55534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -15553407.000000 Penalty: 3812.546387
	Iteration 56Q: 3 clusters Score -1.555341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -15553403.000000 Penalty: 3812.546387
	Iteration 57Q: 3 clusters Score -1.55534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 123045 members 
Entering Unmasked Estep 
Score: -15553403.000000 Penalty: 3812.546387
	Iteration 58Q: 3 clusters Score -1.55534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 123051 members 
Entering Unmasked Estep 
Score: -15553410.000000 Penalty: 3812.546387
	Iteration 59Q: 3 clusters Score -1.555341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 123052 members 
Entering Unmasked Estep 
Score: -15553410.000000 Penalty: 3812.546387
	Iteration 60F: 3 clusters Score -1.555341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -15553407.000000 Penalty: 3812.546387
	Iteration 61Q: 3 clusters Score -1.555341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -15553407.000000 Penalty: 3812.546387
	Iteration 62F: 3 clusters Score -1.555341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -10489.439453 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -10489.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9729.371094 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -9729.371 nChanged 102
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: -10232.081055 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -10232.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10507.360352 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -10507.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10561.539062 Penalty: 1901.965820
	Iteration 3Q: 3 clusters Score -10561.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10586.589844 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -10586.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10594.044922 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -10594.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10602.767578 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -10602.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10602.767578 Penalty: 1901.965820
	Iteration 7F: 3 clusters Score -10602.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 116 members 
Entering Unmasked Estep 
Score: -141750704.000000 Penalty: 90746.617188
Splitting cluster 30 changes total score from -141751872.000000 to -141750704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -798323.500000 Penalty: 1426.528076
	Iteration 0F: 2 clusters Score -798323.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -793375.687500 Penalty: 2853.056152
	Iteration 0F: 3 clusters Score -793375.7 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -794858.500000 Penalty: 2853.056152
	Iteration 1F: 3 clusters Score -794858.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -795144.625000 Penalty: 2853.056152
	Iteration 2F: 3 clusters Score -795144.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -795359.062500 Penalty: 2853.056152
	Iteration 3F: 3 clusters Score -795359.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -795546.312500 Penalty: 2853.056152
	Iteration 4F: 3 clusters Score -795546.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -795719.500000 Penalty: 2853.056152
	Iteration 5Q: 3 clusters Score -795719.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -795905.750000 Penalty: 2853.056152
	Iteration 6Q: 3 clusters Score -795905.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -796058.062500 Penalty: 2853.056152
	Iteration 7Q: 3 clusters Score -796058.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -796176.687500 Penalty: 2853.056152
	Iteration 8Q: 3 clusters Score -796176.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -796267.937500 Penalty: 2853.056152
	Iteration 9Q: 3 clusters Score -796267.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -796345.812500 Penalty: 2853.056152
	Iteration 10Q: 3 clusters Score -796345.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -796413.562500 Penalty: 2853.056152
	Iteration 11Q: 3 clusters Score -796413.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -796472.750000 Penalty: 2853.056152
	Iteration 12Q: 3 clusters Score -796472.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -796523.562500 Penalty: 2853.056152
	Iteration 13Q: 3 clusters Score -796523.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -796577.812500 Penalty: 2853.056152
	Iteration 14Q: 3 clusters Score -796577.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -796623.812500 Penalty: 2853.056152
	Iteration 15Q: 3 clusters Score -796623.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -796667.250000 Penalty: 2853.056152
	Iteration 16Q: 3 clusters Score -796667.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -796695.812500 Penalty: 2853.056152
	Iteration 17Q: 3 clusters Score -796695.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -796713.312500 Penalty: 2853.056152
	Iteration 18Q: 3 clusters Score -796713.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -796729.812500 Penalty: 2853.056152
	Iteration 19Q: 3 clusters Score -796729.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -796740.875000 Penalty: 2853.056152
	Iteration 20F: 3 clusters Score -796740.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -796753.750000 Penalty: 2853.056152
	Iteration 21Q: 3 clusters Score -796753.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -796765.437500 Penalty: 2853.056152
	Iteration 22Q: 3 clusters Score -796765.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -796775.812500 Penalty: 2853.056152
	Iteration 23Q: 3 clusters Score -796775.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -796783.000000 Penalty: 2853.056152
	Iteration 24Q: 3 clusters Score -796783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -796792.500000 Penalty: 2853.056152
	Iteration 25Q: 3 clusters Score -796792.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -796802.687500 Penalty: 2853.056152
	Iteration 26Q: 3 clusters Score -796802.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -796810.187500 Penalty: 2853.056152
	Iteration 27Q: 3 clusters Score -796810.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -796822.750000 Penalty: 2853.056152
	Iteration 28Q: 3 clusters Score -796822.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -796830.812500 Penalty: 2853.056152
	Iteration 29Q: 3 clusters Score -796830.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -796844.312500 Penalty: 2853.056152
	Iteration 30Q: 3 clusters Score -796844.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -796860.125000 Penalty: 2853.056152
	Iteration 31Q: 3 clusters Score -796860.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -796879.187500 Penalty: 2853.056152
	Iteration 32Q: 3 clusters Score -796879.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -796903.062500 Penalty: 2853.056152
	Iteration 33Q: 3 clusters Score -796903.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -796923.562500 Penalty: 2853.056152
	Iteration 34Q: 3 clusters Score -796923.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -796938.062500 Penalty: 2853.056152
	Iteration 35Q: 3 clusters Score -796938.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -796956.812500 Penalty: 2853.056152
	Iteration 36Q: 3 clusters Score -796956.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -796983.687500 Penalty: 2853.056152
	Iteration 37Q: 3 clusters Score -796983.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -797008.250000 Penalty: 2853.056152
	Iteration 38Q: 3 clusters Score -797008.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -797030.812500 Penalty: 2853.056152
	Iteration 39Q: 3 clusters Score -797030.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -797055.125000 Penalty: 2853.056152
	Iteration 40F: 3 clusters Score -797055.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -797073.687500 Penalty: 2853.056152
	Iteration 41Q: 3 clusters Score -797073.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -797088.125000 Penalty: 2853.056152
	Iteration 42Q: 3 clusters Score -797088.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -797096.625000 Penalty: 2853.056152
	Iteration 43Q: 3 clusters Score -797096.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -797106.687500 Penalty: 2853.056152
	Iteration 44Q: 3 clusters Score -797106.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -797116.625000 Penalty: 2853.056152
	Iteration 45Q: 3 clusters Score -797116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -797123.125000 Penalty: 2853.056152
	Iteration 46Q: 3 clusters Score -797123.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -797130.437500 Penalty: 2853.056152
	Iteration 47Q: 3 clusters Score -797130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -797136.812500 Penalty: 2853.056152
	Iteration 48Q: 3 clusters Score -797136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -797138.062500 Penalty: 2853.056152
	Iteration 49Q: 3 clusters Score -797138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -797141.937500 Penalty: 2853.056152
	Iteration 50Q: 3 clusters Score -797141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -797147.125000 Penalty: 2853.056152
	Iteration 51Q: 3 clusters Score -797147.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -797151.062500 Penalty: 2853.056152
	Iteration 52Q: 3 clusters Score -797151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -797156.625000 Penalty: 2853.056152
	Iteration 53Q: 3 clusters Score -797156.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -797164.687500 Penalty: 2853.056152
	Iteration 54Q: 3 clusters Score -797164.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -797173.750000 Penalty: 2853.056152
	Iteration 55Q: 3 clusters Score -797173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -797179.812500 Penalty: 2853.056152
	Iteration 56Q: 3 clusters Score -797179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -797183.000000 Penalty: 2853.056152
	Iteration 57Q: 3 clusters Score -797183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -797188.187500 Penalty: 2853.056152
	Iteration 58Q: 3 clusters Score -797188.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -797194.000000 Penalty: 2853.056152
	Iteration 59Q: 3 clusters Score -797194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -797196.000000 Penalty: 2853.056152
	Iteration 60F: 3 clusters Score -797196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -797198.437500 Penalty: 2853.056152
	Iteration 61Q: 3 clusters Score -797198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -797198.750000 Penalty: 2853.056152
	Iteration 62Q: 3 clusters Score -797198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -797200.000000 Penalty: 2853.056152
	Iteration 63Q: 3 clusters Score -797200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -797203.375000 Penalty: 2853.056152
	Iteration 64Q: 3 clusters Score -797203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -797204.812500 Penalty: 2853.056152
	Iteration 65Q: 3 clusters Score -797204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -797208.250000 Penalty: 2853.056152
	Iteration 66Q: 3 clusters Score -797208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -797210.312500 Penalty: 2853.056152
	Iteration 67Q: 3 clusters Score -797210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -797213.875000 Penalty: 2853.056152
	Iteration 68Q: 3 clusters Score -797213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -797215.125000 Penalty: 2853.056152
	Iteration 69Q: 3 clusters Score -797215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -797214.125000 Penalty: 2853.056152
	Iteration 70Q: 3 clusters Score -797214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -797216.125000 Penalty: 2853.056152
	Iteration 71Q: 3 clusters Score -797216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -797218.125000 Penalty: 2853.056152
	Iteration 72Q: 3 clusters Score -797218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -797224.062500 Penalty: 2853.056152
	Iteration 73Q: 3 clusters Score -797224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -797225.687500 Penalty: 2853.056152
	Iteration 74Q: 3 clusters Score -797225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -797227.187500 Penalty: 2853.056152
	Iteration 75Q: 3 clusters Score -797227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -797230.250000 Penalty: 2853.056152
	Iteration 76Q: 3 clusters Score -797230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -797230.500000 Penalty: 2853.056152
	Iteration 77Q: 3 clusters Score -797230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -797230.625000 Penalty: 2853.056152
	Iteration 78Q: 3 clusters Score -797230.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -797230.937500 Penalty: 2853.056152
	Iteration 79Q: 3 clusters Score -797230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -797230.937500 Penalty: 2853.056152
	Iteration 80F: 3 clusters Score -797230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47956.539062 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47956.54 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48455.382812 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48455.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48785.964844 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48785.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49041.468750 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -49041.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49360.023438 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -49360.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49507.535156 Penalty: 2024.265991
	Iteration 5F: 3 clusters Score -49507.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49563.660156 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -49563.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49589.621094 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -49589.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49593.515625 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -49593.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49594.113281 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -49594.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49594.113281 Penalty: 2024.265991
	Iteration 10F: 3 clusters Score -49594.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 225 members 
Entering Unmasked Estep 
Score: -141751120.000000 Penalty: 90746.617188
Splitting cluster 32 changes total score from -141751872.000000 to -141751120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (111673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Entering Unmasked Estep 
Score: -14093577.000000 Penalty: 1888.791138
	Iteration 0F: 2 clusters Score -1.409358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -14020195.000000 Penalty: 3777.582275
	Iteration 0F: 3 clusters Score -1.40202e+07 nChanged 53445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -14051824.000000 Penalty: 3777.582275
	Iteration 1F: 3 clusters Score -1.405182e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -14053069.000000 Penalty: 3777.582275
	Iteration 2Q: 3 clusters Score -1.405307e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -14054953.000000 Penalty: 3777.582275
	Iteration 3Q: 3 clusters Score -1.405495e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -14057729.000000 Penalty: 3777.582275
	Iteration 4Q: 3 clusters Score -1.405773e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -14061749.000000 Penalty: 3777.582275
	Iteration 5F: 3 clusters Score -1.406175e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -14066106.000000 Penalty: 3777.582275
	Iteration 6F: 3 clusters Score -1.406611e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -14070610.000000 Penalty: 3777.582275
	Iteration 7F: 3 clusters Score -1.407061e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -14074786.000000 Penalty: 3777.582275
	Iteration 8F: 3 clusters Score -1.407479e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -14078759.000000 Penalty: 3777.582275
	Iteration 9Q: 3 clusters Score -1.407876e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -14082269.000000 Penalty: 3777.582275
	Iteration 10Q: 3 clusters Score -1.408227e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -14085404.000000 Penalty: 3777.582275
	Iteration 11Q: 3 clusters Score -1.40854e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -14087806.000000 Penalty: 3777.582275
	Iteration 12Q: 3 clusters Score -1.408781e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -14089396.000000 Penalty: 3777.582275
	Iteration 13Q: 3 clusters Score -1.40894e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -14090346.000000 Penalty: 3777.582275
	Iteration 14Q: 3 clusters Score -1.409035e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -14091005.000000 Penalty: 3777.582275
	Iteration 15Q: 3 clusters Score -1.4091e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -14091364.000000 Penalty: 3777.582275
	Iteration 16Q: 3 clusters Score -1.409136e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -14091620.000000 Penalty: 3777.582275
	Iteration 17Q: 3 clusters Score -1.409162e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -14091739.000000 Penalty: 3777.582275
	Iteration 18Q: 3 clusters Score -1.409174e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14091831.000000 Penalty: 3777.582275
	Iteration 19Q: 3 clusters Score -1.409183e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14091916.000000 Penalty: 3777.582275
	Iteration 20F: 3 clusters Score -1.409192e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14091969.000000 Penalty: 3777.582275
	Iteration 21Q: 3 clusters Score -1.409197e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14092034.000000 Penalty: 3777.582275
	Iteration 22Q: 3 clusters Score -1.409203e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14092038.000000 Penalty: 3777.582275
	Iteration 23Q: 3 clusters Score -1.409204e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110827 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14092049.000000 Penalty: 3777.582275
	Iteration 24Q: 3 clusters Score -1.409205e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14092067.000000 Penalty: 3777.582275
	Iteration 25Q: 3 clusters Score -1.409207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14092107.000000 Penalty: 3777.582275
	Iteration 26Q: 3 clusters Score -1.409211e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -14092122.000000 Penalty: 3777.582275
	Iteration 27Q: 3 clusters Score -1.409212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14092142.000000 Penalty: 3777.582275
	Iteration 28Q: 3 clusters Score -1.409214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14092147.000000 Penalty: 3777.582275
	Iteration 29Q: 3 clusters Score -1.409215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111020 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14092149.000000 Penalty: 3777.582275
	Iteration 30Q: 3 clusters Score -1.409215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14092164.000000 Penalty: 3777.582275
	Iteration 31Q: 3 clusters Score -1.409216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14092189.000000 Penalty: 3777.582275
	Iteration 32Q: 3 clusters Score -1.409219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14092201.000000 Penalty: 3777.582275
	Iteration 33Q: 3 clusters Score -1.40922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14092192.000000 Penalty: 3777.582275
	Iteration 34Q: 3 clusters Score -1.409219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14092193.000000 Penalty: 3777.582275
	Iteration 35Q: 3 clusters Score -1.409219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14092194.000000 Penalty: 3777.582275
	Iteration 36Q: 3 clusters Score -1.409219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14092200.000000 Penalty: 3777.582275
	Iteration 37Q: 3 clusters Score -1.40922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14092208.000000 Penalty: 3777.582275
	Iteration 38Q: 3 clusters Score -1.409221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14092202.000000 Penalty: 3777.582275
	Iteration 39Q: 3 clusters Score -1.40922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111061 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14092209.000000 Penalty: 3777.582275
	Iteration 40F: 3 clusters Score -1.409221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111063 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14092203.000000 Penalty: 3777.582275
	Iteration 41Q: 3 clusters Score -1.40922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14092215.000000 Penalty: 3777.582275
	Iteration 42Q: 3 clusters Score -1.409222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14092225.000000 Penalty: 3777.582275
	Iteration 43Q: 3 clusters Score -1.409222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14092223.000000 Penalty: 3777.582275
	Iteration 44Q: 3 clusters Score -1.409222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111082 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14092224.000000 Penalty: 3777.582275
	Iteration 45Q: 3 clusters Score -1.409222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14092236.000000 Penalty: 3777.582275
	Iteration 46Q: 3 clusters Score -1.409224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14092235.000000 Penalty: 3777.582275
	Iteration 47Q: 3 clusters Score -1.409224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111090 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14092240.000000 Penalty: 3777.582275
	Iteration 48Q: 3 clusters Score -1.409224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14092238.000000 Penalty: 3777.582275
	Iteration 49Q: 3 clusters Score -1.409224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14092230.000000 Penalty: 3777.582275
	Iteration 50Q: 3 clusters Score -1.409223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14092230.000000 Penalty: 3777.582275
	Iteration 51F: 3 clusters Score -1.409223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -88090.257812 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -88090.26 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 382 members 
Entering Unmasked Estep 
Score: -86799.531250 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -86799.53 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87168.671875 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -87168.67 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87438.578125 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -87438.58 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -87705.101562 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -87705.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -87908.406250 Penalty: 2168.821777
	Iteration 4F: 3 clusters Score -87908.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87985.367188 Penalty: 2168.821777
	Iteration 5Q: 3 clusters Score -87985.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -88044.195312 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -88044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -88080.476562 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -88080.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -88105.085938 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -88105.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88126.296875 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -88126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88157.421875 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -88157.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88196.140625 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -88196.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88219.960938 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -88219.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -88224.601562 Penalty: 2168.821777
	Iteration 13Q: 3 clusters Score -88224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88238.734375 Penalty: 2168.821777
	Iteration 14Q: 3 clusters Score -88238.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88246.054688 Penalty: 2168.821777
	Iteration 15Q: 3 clusters Score -88246.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88263.843750 Penalty: 2168.821777
	Iteration 16Q: 3 clusters Score -88263.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88266.914062 Penalty: 2168.821777
	Iteration 17Q: 3 clusters Score -88266.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88268.976562 Penalty: 2168.821777
	Iteration 18Q: 3 clusters Score -88268.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88268.976562 Penalty: 2168.821777
	Iteration 19F: 3 clusters Score -88268.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 521 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
Score: -141750704.000000 Penalty: 90746.617188
Splitting cluster 34 changes total score from -141751872.000000 to -141750704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -138804.562500 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -138804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -137282.765625 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -137282.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137657.546875 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -137657.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137741.546875 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -137741.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137812.296875 Penalty: 2310.710938
	Iteration 3Q: 3 clusters Score -137812.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137870.453125 Penalty: 2310.710938
	Iteration 4Q: 3 clusters Score -137870.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137906.578125 Penalty: 2310.710938
	Iteration 5Q: 3 clusters Score -137906.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137936.718750 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -137936.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137978.062500 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -137978.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -138021.468750 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -138021.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138050.468750 Penalty: 2310.710938
	Iteration 9Q: 3 clusters Score -138050.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138086.687500 Penalty: 2310.710938
	Iteration 10Q: 3 clusters Score -138086.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138138.484375 Penalty: 2310.710938
	Iteration 11Q: 3 clusters Score -138138.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138160.796875 Penalty: 2310.710938
	Iteration 12Q: 3 clusters Score -138160.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138184.937500 Penalty: 2310.710938
	Iteration 13Q: 3 clusters Score -138184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138197.531250 Penalty: 2310.710938
	Iteration 14Q: 3 clusters Score -138197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138203.750000 Penalty: 2310.710938
	Iteration 15Q: 3 clusters Score -138203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138209.671875 Penalty: 2310.710938
	Iteration 16Q: 3 clusters Score -138209.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138214.734375 Penalty: 2310.710938
	Iteration 17Q: 3 clusters Score -138214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138218.781250 Penalty: 2310.710938
	Iteration 18Q: 3 clusters Score -138218.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138223.625000 Penalty: 2310.710938
	Iteration 19Q: 3 clusters Score -138223.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138230.968750 Penalty: 2310.710938
	Iteration 20F: 3 clusters Score -138231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138237.578125 Penalty: 2310.710938
	Iteration 21Q: 3 clusters Score -138237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138248.953125 Penalty: 2310.710938
	Iteration 22Q: 3 clusters Score -138249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138256.625000 Penalty: 2310.710938
	Iteration 23Q: 3 clusters Score -138256.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138262.046875 Penalty: 2310.710938
	Iteration 24Q: 3 clusters Score -138262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -138269.015625 Penalty: 2310.710938
	Iteration 25Q: 3 clusters Score -138269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138272.250000 Penalty: 2310.710938
	Iteration 26Q: 3 clusters Score -138272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138272.984375 Penalty: 2310.710938
	Iteration 27Q: 3 clusters Score -138273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138273.468750 Penalty: 2310.710938
	Iteration 28Q: 3 clusters Score -138273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138273.968750 Penalty: 2310.710938
	Iteration 29Q: 3 clusters Score -138274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138273.968750 Penalty: 2310.710938
	Iteration 30F: 3 clusters Score -138274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15811.995117 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -15812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15069.996094 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -15070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15280.663086 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -15280.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15354.357422 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -15354.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15367.093750 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -15367.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15373.092773 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -15373.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15380.084961 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -15380.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15382.202148 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -15382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15383.166992 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -15383.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15393.249023 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -15393.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15395.521484 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -15395.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15397.189453 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -15397.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15400.371094 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -15400.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15401.270508 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -15401.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15401.270508 Penalty: 1858.033936
	Iteration 13F: 3 clusters Score -15401.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Entering Unmasked Estep 
Score: -1440520.375000 Penalty: 1531.897705
	Iteration 0F: 2 clusters Score -1440520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1431735.875000 Penalty: 3063.795410
	Iteration 0F: 3 clusters Score -1431736 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1434950.500000 Penalty: 3063.795410
	Iteration 1F: 3 clusters Score -1434950 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1435609.500000 Penalty: 3063.795410
	Iteration 2F: 3 clusters Score -1435610 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1436294.625000 Penalty: 3063.795410
	Iteration 3F: 3 clusters Score -1436295 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1436964.250000 Penalty: 3063.795410
	Iteration 4F: 3 clusters Score -1436964 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1437503.750000 Penalty: 3063.795410
	Iteration 5F: 3 clusters Score -1437504 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1437835.250000 Penalty: 3063.795410
	Iteration 6F: 3 clusters Score -1437835 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1438055.000000 Penalty: 3063.795410
	Iteration 7Q: 3 clusters Score -1438055 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1438172.750000 Penalty: 3063.795410
	Iteration 8Q: 3 clusters Score -1438173 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1438246.625000 Penalty: 3063.795410
	Iteration 9Q: 3 clusters Score -1438247 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1438310.250000 Penalty: 3063.795410
	Iteration 10Q: 3 clusters Score -1438310 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1438369.125000 Penalty: 3063.795410
	Iteration 11Q: 3 clusters Score -1438369 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1438443.125000 Penalty: 3063.795410
	Iteration 12Q: 3 clusters Score -1438443 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1438527.750000 Penalty: 3063.795410
	Iteration 13Q: 3 clusters Score -1438528 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1438621.375000 Penalty: 3063.795410
	Iteration 14Q: 3 clusters Score -1438621 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1438704.625000 Penalty: 3063.795410
	Iteration 15Q: 3 clusters Score -1438705 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1438793.500000 Penalty: 3063.795410
	Iteration 16Q: 3 clusters Score -1438794 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1438868.500000 Penalty: 3063.795410
	Iteration 17Q: 3 clusters Score -1438868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1438944.500000 Penalty: 3063.795410
	Iteration 18Q: 3 clusters Score -1438944 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1439017.375000 Penalty: 3063.795410
	Iteration 19Q: 3 clusters Score -1439017 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1439080.625000 Penalty: 3063.795410
	Iteration 20F: 3 clusters Score -1439081 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1439126.250000 Penalty: 3063.795410
	Iteration 21Q: 3 clusters Score -1439126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1439176.125000 Penalty: 3063.795410
	Iteration 22Q: 3 clusters Score -1439176 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1439210.750000 Penalty: 3063.795410
	Iteration 23Q: 3 clusters Score -1439211 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1439247.000000 Penalty: 3063.795410
	Iteration 24Q: 3 clusters Score -1439247 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1439267.250000 Penalty: 3063.795410
	Iteration 25Q: 3 clusters Score -1439267 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1439287.000000 Penalty: 3063.795410
	Iteration 26Q: 3 clusters Score -1439287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1439317.125000 Penalty: 3063.795410
	Iteration 27Q: 3 clusters Score -1439317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1439325.875000 Penalty: 3063.795410
	Iteration 28Q: 3 clusters Score -1439326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1439332.250000 Penalty: 3063.795410
	Iteration 29Q: 3 clusters Score -1439332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1439339.000000 Penalty: 3063.795410
	Iteration 30Q: 3 clusters Score -1439339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1439345.500000 Penalty: 3063.795410
	Iteration 31Q: 3 clusters Score -1439346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1439349.750000 Penalty: 3063.795410
	Iteration 32Q: 3 clusters Score -1439350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1439356.500000 Penalty: 3063.795410
	Iteration 33Q: 3 clusters Score -1439356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1439358.875000 Penalty: 3063.795410
	Iteration 34Q: 3 clusters Score -1439359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1439364.375000 Penalty: 3063.795410
	Iteration 35Q: 3 clusters Score -1439364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1439367.375000 Penalty: 3063.795410
	Iteration 36Q: 3 clusters Score -1439367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1439367.625000 Penalty: 3063.795410
	Iteration 37Q: 3 clusters Score -1439368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1439366.500000 Penalty: 3063.795410
	Iteration 38Q: 3 clusters Score -1439366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1439370.750000 Penalty: 3063.795410
	Iteration 39Q: 3 clusters Score -1439371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1439374.125000 Penalty: 3063.795410
	Iteration 40F: 3 clusters Score -1439374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1439373.500000 Penalty: 3063.795410
	Iteration 41Q: 3 clusters Score -1439374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1439378.375000 Penalty: 3063.795410
	Iteration 42Q: 3 clusters Score -1439378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1439384.000000 Penalty: 3063.795410
	Iteration 43Q: 3 clusters Score -1439384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1439396.875000 Penalty: 3063.795410
	Iteration 44Q: 3 clusters Score -1439397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1439399.000000 Penalty: 3063.795410
	Iteration 45Q: 3 clusters Score -1439399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1439403.750000 Penalty: 3063.795410
	Iteration 46Q: 3 clusters Score -1439404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1439409.750000 Penalty: 3063.795410
	Iteration 47Q: 3 clusters Score -1439410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1439414.750000 Penalty: 3063.795410
	Iteration 48Q: 3 clusters Score -1439415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1439417.875000 Penalty: 3063.795410
	Iteration 49Q: 3 clusters Score -1439418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1439422.250000 Penalty: 3063.795410
	Iteration 50Q: 3 clusters Score -1439422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1439428.375000 Penalty: 3063.795410
	Iteration 51Q: 3 clusters Score -1439428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1439432.625000 Penalty: 3063.795410
	Iteration 52Q: 3 clusters Score -1439433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1439443.375000 Penalty: 3063.795410
	Iteration 53Q: 3 clusters Score -1439443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1439458.125000 Penalty: 3063.795410
	Iteration 54Q: 3 clusters Score -1439458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1439469.125000 Penalty: 3063.795410
	Iteration 55Q: 3 clusters Score -1439469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1439482.875000 Penalty: 3063.795410
	Iteration 56Q: 3 clusters Score -1439483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1439491.000000 Penalty: 3063.795410
	Iteration 57Q: 3 clusters Score -1439491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1439497.250000 Penalty: 3063.795410
	Iteration 58Q: 3 clusters Score -1439497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1439506.250000 Penalty: 3063.795410
	Iteration 59Q: 3 clusters Score -1439506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1439513.625000 Penalty: 3063.795410
	Iteration 60F: 3 clusters Score -1439514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1439515.125000 Penalty: 3063.795410
	Iteration 61Q: 3 clusters Score -1439515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1439520.125000 Penalty: 3063.795410
	Iteration 62Q: 3 clusters Score -1439520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1439525.000000 Penalty: 3063.795410
	Iteration 63Q: 3 clusters Score -1439525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1439535.000000 Penalty: 3063.795410
	Iteration 64Q: 3 clusters Score -1439535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1439543.375000 Penalty: 3063.795410
	Iteration 65Q: 3 clusters Score -1439543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1439548.125000 Penalty: 3063.795410
	Iteration 66Q: 3 clusters Score -1439548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1439557.750000 Penalty: 3063.795410
	Iteration 67Q: 3 clusters Score -1439558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1439566.750000 Penalty: 3063.795410
	Iteration 68Q: 3 clusters Score -1439567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1439578.125000 Penalty: 3063.795410
	Iteration 69Q: 3 clusters Score -1439578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1439592.875000 Penalty: 3063.795410
	Iteration 70Q: 3 clusters Score -1439593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1439601.000000 Penalty: 3063.795410
	Iteration 71Q: 3 clusters Score -1439601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1439605.625000 Penalty: 3063.795410
	Iteration 72Q: 3 clusters Score -1439606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1439612.750000 Penalty: 3063.795410
	Iteration 73Q: 3 clusters Score -1439613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1439621.625000 Penalty: 3063.795410
	Iteration 74Q: 3 clusters Score -1439622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1439623.750000 Penalty: 3063.795410
	Iteration 75Q: 3 clusters Score -1439624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1439633.875000 Penalty: 3063.795410
	Iteration 76Q: 3 clusters Score -1439634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1439636.625000 Penalty: 3063.795410
	Iteration 77Q: 3 clusters Score -1439637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1439638.250000 Penalty: 3063.795410
	Iteration 78Q: 3 clusters Score -1439638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1439641.625000 Penalty: 3063.795410
	Iteration 79Q: 3 clusters Score -1439642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1439642.875000 Penalty: 3063.795410
	Iteration 80F: 3 clusters Score -1439643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1439644.625000 Penalty: 3063.795410
	Iteration 81Q: 3 clusters Score -1439645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1439645.500000 Penalty: 3063.795410
	Iteration 82Q: 3 clusters Score -1439646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1439647.375000 Penalty: 3063.795410
	Iteration 83Q: 3 clusters Score -1439647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1439648.250000 Penalty: 3063.795410
	Iteration 84Q: 3 clusters Score -1439648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1439646.500000 Penalty: 3063.795410
	Iteration 85Q: 3 clusters Score -1439646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1439648.125000 Penalty: 3063.795410
	Iteration 86Q: 3 clusters Score -1439648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1439647.125000 Penalty: 3063.795410
	Iteration 87Q: 3 clusters Score -1439647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1439647.125000 Penalty: 3063.795410
	Iteration 88F: 3 clusters Score -1439647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -230708.062500 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -230708.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -228697.468750 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -228697.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -229196.140625 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -229196.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -229307.796875 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -229307.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -229392.531250 Penalty: 2458.040039
	Iteration 3F: 3 clusters Score -229392.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -229442.531250 Penalty: 2458.040039
	Iteration 4Q: 3 clusters Score -229442.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -229490.281250 Penalty: 2458.040039
	Iteration 5Q: 3 clusters Score -229490.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229538.984375 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -229539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -229590.281250 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -229590.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -229628.843750 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -229628.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -229646.765625 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -229646.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229661.015625 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -229661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -229668.343750 Penalty: 2458.040039
	Iteration 11Q: 3 clusters Score -229668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -229673.531250 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -229673.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -229679.500000 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -229679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -229681.750000 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -229681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -229684.921875 Penalty: 2458.040039
	Iteration 15Q: 3 clusters Score -229684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -229688.140625 Penalty: 2458.040039
	Iteration 16Q: 3 clusters Score -229688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -229690.218750 Penalty: 2458.040039
	Iteration 17Q: 3 clusters Score -229690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -229692.859375 Penalty: 2458.040039
	Iteration 18Q: 3 clusters Score -229692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -229694.359375 Penalty: 2458.040039
	Iteration 19Q: 3 clusters Score -229694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -229694.359375 Penalty: 2458.040039
	Iteration 20F: 3 clusters Score -229694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Entering Unmasked Estep 
Score: -1432077.625000 Penalty: 1518.370972
	Iteration 0F: 2 clusters Score -1432078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1424038.000000 Penalty: 3036.741943
	Iteration 0F: 3 clusters Score -1424038 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1426685.000000 Penalty: 3036.741943
	Iteration 1F: 3 clusters Score -1426685 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1426996.500000 Penalty: 3036.741943
	Iteration 2F: 3 clusters Score -1426996 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1427328.750000 Penalty: 3036.741943
	Iteration 3F: 3 clusters Score -1427329 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1427788.000000 Penalty: 3036.741943
	Iteration 4F: 3 clusters Score -1427788 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1428431.875000 Penalty: 3036.741943
	Iteration 5F: 3 clusters Score -1428432 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1429237.000000 Penalty: 3036.741943
	Iteration 6F: 3 clusters Score -1429237 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1429977.875000 Penalty: 3036.741943
	Iteration 7F: 3 clusters Score -1429978 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1430566.000000 Penalty: 3036.741943
	Iteration 8Q: 3 clusters Score -1430566 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1431018.000000 Penalty: 3036.741943
	Iteration 9Q: 3 clusters Score -1431018 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1431245.500000 Penalty: 3036.741943
	Iteration 10Q: 3 clusters Score -1431246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1431328.125000 Penalty: 3036.741943
	Iteration 11Q: 3 clusters Score -1431328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1431359.250000 Penalty: 3036.741943
	Iteration 12Q: 3 clusters Score -1431359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1431375.000000 Penalty: 3036.741943
	Iteration 13Q: 3 clusters Score -1431375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1431382.625000 Penalty: 3036.741943
	Iteration 14Q: 3 clusters Score -1431383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1431388.125000 Penalty: 3036.741943
	Iteration 15Q: 3 clusters Score -1431388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1431391.125000 Penalty: 3036.741943
	Iteration 16Q: 3 clusters Score -1431391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1431395.875000 Penalty: 3036.741943
	Iteration 17Q: 3 clusters Score -1431396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1431397.750000 Penalty: 3036.741943
	Iteration 18Q: 3 clusters Score -1431398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1431398.625000 Penalty: 3036.741943
	Iteration 19Q: 3 clusters Score -1431399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1431398.625000 Penalty: 3036.741943
	Iteration 20F: 3 clusters Score -1431399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53983 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96666 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103058 members 
Mstep: Class 15 contains 109663 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 103335 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63031 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14059 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124357 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111673 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751856.000000 Penalty: 88477.945312
Iteration 399Q: 40 clusters Score -1.417519e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16299 members 
Mstep: Class 5 contains 53980 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 26061 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103068 members 
Mstep: Class 15 contains 109665 members 
Mstep: Class 16 contains 42102 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 103321 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63039 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14054 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119415 members 
Mstep: Class 29 contains 124348 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111653 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751792.000000 Penalty: 88477.945312
Iteration 400F: 40 clusters Score -1.417518e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 53974 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96745 members 
Mstep: Class 10 contains 26064 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103081 members 
Mstep: Class 15 contains 109707 members 
Mstep: Class 16 contains 42098 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 103300 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63040 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119418 members 
Mstep: Class 29 contains 124323 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111634 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12419 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751744.000000 Penalty: 88477.945312
Iteration 401Q: 40 clusters Score -1.417517e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16283 members 
Mstep: Class 5 contains 53967 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96775 members 
Mstep: Class 10 contains 26063 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103089 members 
Mstep: Class 15 contains 109728 members 
Mstep: Class 16 contains 42094 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 103282 members 
Mstep: Class 20 contains 4637 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63048 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119420 members 
Mstep: Class 29 contains 124311 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111631 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751728.000000 Penalty: 88477.945312
Iteration 402Q: 40 clusters Score -1.417517e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16276 members 
Mstep: Class 5 contains 53970 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96798 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103102 members 
Mstep: Class 15 contains 109726 members 
Mstep: Class 16 contains 42084 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 103282 members 
Mstep: Class 20 contains 4635 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63047 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124297 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111616 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12423 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751744.000000 Penalty: 88477.945312
Iteration 403Q: 40 clusters Score -1.417517e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 8039 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 53968 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96808 members 
Mstep: Class 10 contains 26054 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103112 members 
Mstep: Class 15 contains 109721 members 
Mstep: Class 16 contains 42069 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 103301 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63053 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14056 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119438 members 
Mstep: Class 29 contains 124294 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111594 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751712.000000 Penalty: 88477.945312
Iteration 404Q: 40 clusters Score -1.417517e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 8042 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 53962 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 96820 members 
Mstep: Class 10 contains 26052 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103116 members 
Mstep: Class 15 contains 109730 members 
Mstep: Class 16 contains 42055 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 103315 members 
Mstep: Class 20 contains 4632 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119438 members 
Mstep: Class 29 contains 124284 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111578 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751584.000000 Penalty: 88477.945312
Iteration 405Q: 40 clusters Score -1.417516e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 5 contains 53962 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 96831 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103125 members 
Mstep: Class 15 contains 109734 members 
Mstep: Class 16 contains 42039 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 103321 members 
Mstep: Class 20 contains 4630 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63068 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14057 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119449 members 
Mstep: Class 29 contains 124287 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111556 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12417 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 88477.945312
Iteration 406Q: 40 clusters Score -1.417516e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 8045 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 53964 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 96839 members 
Mstep: Class 10 contains 26052 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103129 members 
Mstep: Class 15 contains 109719 members 
Mstep: Class 16 contains 42031 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 103327 members 
Mstep: Class 20 contains 4627 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63076 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119456 members 
Mstep: Class 29 contains 124286 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111539 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12415 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751552.000000 Penalty: 88477.945312
Iteration 407Q: 40 clusters Score -1.417516e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 8045 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 53963 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 96849 members 
Mstep: Class 10 contains 26057 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103138 members 
Mstep: Class 15 contains 109732 members 
Mstep: Class 16 contains 42029 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 103314 members 
Mstep: Class 20 contains 4622 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63086 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119463 members 
Mstep: Class 29 contains 124279 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111513 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751568.000000 Penalty: 88477.945312
Iteration 408Q: 40 clusters Score -1.417516e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 5 contains 53964 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96859 members 
Mstep: Class 10 contains 26059 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103154 members 
Mstep: Class 15 contains 109738 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 103312 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63093 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14054 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119453 members 
Mstep: Class 29 contains 124273 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111502 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751632.000000 Penalty: 88477.945312
Iteration 409Q: 40 clusters Score -1.417516e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 16268 members 
Mstep: Class 5 contains 53963 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96865 members 
Mstep: Class 10 contains 26060 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103169 members 
Mstep: Class 15 contains 109750 members 
Mstep: Class 16 contains 42018 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 103310 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63106 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119439 members 
Mstep: Class 29 contains 124272 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111484 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12410 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751680.000000 Penalty: 88477.945312
Iteration 410Q: 40 clusters Score -1.417517e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 53966 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17598 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96874 members 
Mstep: Class 10 contains 26067 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103177 members 
Mstep: Class 15 contains 109751 members 
Mstep: Class 16 contains 42016 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 103318 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63109 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14054 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119438 members 
Mstep: Class 29 contains 124255 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111466 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12410 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751632.000000 Penalty: 88477.945312
Iteration 411Q: 40 clusters Score -1.417516e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 53970 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96884 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103190 members 
Mstep: Class 15 contains 109741 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 103324 members 
Mstep: Class 20 contains 4608 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63109 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119438 members 
Mstep: Class 29 contains 124254 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111440 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12408 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751648.000000 Penalty: 88477.945312
Iteration 412Q: 40 clusters Score -1.417516e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 53979 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96901 members 
Mstep: Class 10 contains 26074 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103197 members 
Mstep: Class 15 contains 109729 members 
Mstep: Class 16 contains 42009 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 103329 members 
Mstep: Class 20 contains 4605 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63114 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14056 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119437 members 
Mstep: Class 29 contains 124249 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111417 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12408 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 413Q: 40 clusters Score -1.417518e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16258 members 
Mstep: Class 5 contains 53982 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96903 members 
Mstep: Class 10 contains 26074 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103195 members 
Mstep: Class 15 contains 109719 members 
Mstep: Class 16 contains 42004 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8021 members 
Mstep: Class 19 contains 103339 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63114 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119446 members 
Mstep: Class 29 contains 124248 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111402 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12408 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751792.000000 Penalty: 88477.945312
Iteration 414Q: 40 clusters Score -1.417518e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16258 members 
Mstep: Class 5 contains 53980 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96899 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103194 members 
Mstep: Class 15 contains 109719 members 
Mstep: Class 16 contains 42001 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 103348 members 
Mstep: Class 20 contains 4600 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63109 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14056 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119454 members 
Mstep: Class 29 contains 124243 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111395 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12407 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751600.000000 Penalty: 88477.945312
Iteration 415Q: 40 clusters Score -1.417516e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16259 members 
Mstep: Class 5 contains 53974 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96892 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103191 members 
Mstep: Class 15 contains 109736 members 
Mstep: Class 16 contains 41990 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8018 members 
Mstep: Class 19 contains 103370 members 
Mstep: Class 20 contains 4600 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63103 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119451 members 
Mstep: Class 29 contains 124235 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111386 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12405 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751568.000000 Penalty: 88477.945312
Iteration 416Q: 40 clusters Score -1.417516e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16258 members 
Mstep: Class 5 contains 53967 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 96892 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103187 members 
Mstep: Class 15 contains 109741 members 
Mstep: Class 16 contains 41976 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 103394 members 
Mstep: Class 20 contains 4599 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63098 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119449 members 
Mstep: Class 29 contains 124240 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111379 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12406 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751680.000000 Penalty: 88477.945312
Iteration 417Q: 40 clusters Score -1.417517e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 8048 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 53968 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96897 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103193 members 
Mstep: Class 15 contains 109730 members 
Mstep: Class 16 contains 41972 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 103426 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63092 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14052 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124242 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111365 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12407 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751664.000000 Penalty: 88477.945312
Iteration 418Q: 40 clusters Score -1.417517e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16259 members 
Mstep: Class 5 contains 53966 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96903 members 
Mstep: Class 10 contains 26069 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103192 members 
Mstep: Class 15 contains 109727 members 
Mstep: Class 16 contains 41968 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 103449 members 
Mstep: Class 20 contains 4595 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63093 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119421 members 
Mstep: Class 29 contains 124244 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111352 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12408 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751728.000000 Penalty: 88477.945312
Iteration 419Q: 40 clusters Score -1.417517e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 53961 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96902 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103196 members 
Mstep: Class 15 contains 109722 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8018 members 
Mstep: Class 19 contains 103466 members 
Mstep: Class 20 contains 4592 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63098 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119421 members 
Mstep: Class 29 contains 124238 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111342 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12408 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751744.000000 Penalty: 88477.945312
Iteration 420F: 40 clusters Score -1.417517e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 53955 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96901 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103196 members 
Mstep: Class 15 contains 109717 members 
Mstep: Class 16 contains 41955 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8016 members 
Mstep: Class 19 contains 103483 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63099 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119421 members 
Mstep: Class 29 contains 124235 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111339 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12409 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751712.000000 Penalty: 88477.945312
Iteration 421Q: 40 clusters Score -1.417517e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 53948 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96906 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103195 members 
Mstep: Class 15 contains 109725 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8014 members 
Mstep: Class 19 contains 103500 members 
Mstep: Class 20 contains 4589 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63096 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14054 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119426 members 
Mstep: Class 29 contains 124226 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111323 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12411 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751728.000000 Penalty: 88477.945312
Iteration 422Q: 40 clusters Score -1.417517e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 53941 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96909 members 
Mstep: Class 10 contains 26074 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103196 members 
Mstep: Class 15 contains 109719 members 
Mstep: Class 16 contains 41955 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8010 members 
Mstep: Class 19 contains 103517 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63098 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14051 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119428 members 
Mstep: Class 29 contains 124230 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111306 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12415 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751792.000000 Penalty: 88477.945312
Iteration 423Q: 40 clusters Score -1.417518e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 53934 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96922 members 
Mstep: Class 10 contains 26074 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103191 members 
Mstep: Class 15 contains 109725 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8008 members 
Mstep: Class 19 contains 103525 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63098 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14049 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119412 members 
Mstep: Class 29 contains 124226 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111298 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12412 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751840.000000 Penalty: 88477.945312
Iteration 424Q: 40 clusters Score -1.417518e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 53932 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96931 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103192 members 
Mstep: Class 15 contains 109732 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 103526 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63093 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14049 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119403 members 
Mstep: Class 29 contains 124225 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111297 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12410 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751856.000000 Penalty: 88477.945312
Iteration 425Q: 40 clusters Score -1.417519e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 8052 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 53926 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96941 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103195 members 
Mstep: Class 15 contains 109749 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 103520 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63095 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14047 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119393 members 
Mstep: Class 29 contains 124222 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111291 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751856.000000 Penalty: 88477.945312
Iteration 426Q: 40 clusters Score -1.417519e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 8054 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 53927 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96945 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103208 members 
Mstep: Class 15 contains 109745 members 
Mstep: Class 16 contains 41943 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 103510 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63092 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14050 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119395 members 
Mstep: Class 29 contains 124221 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111301 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12414 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751824.000000 Penalty: 88477.945312
Iteration 427Q: 40 clusters Score -1.417518e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 53924 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96947 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103214 members 
Mstep: Class 15 contains 109746 members 
Mstep: Class 16 contains 41939 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 103511 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63093 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14049 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119393 members 
Mstep: Class 29 contains 124223 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111306 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12414 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 428Q: 40 clusters Score -1.417518e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 8057 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16268 members 
Mstep: Class 5 contains 53922 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96946 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103216 members 
Mstep: Class 15 contains 109748 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 103507 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63094 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14049 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119394 members 
Mstep: Class 29 contains 124220 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111310 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12415 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751952.000000 Penalty: 88477.945312
Iteration 429Q: 40 clusters Score -1.41752e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 53917 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96943 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103224 members 
Mstep: Class 15 contains 109756 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 103503 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63096 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14049 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119401 members 
Mstep: Class 29 contains 124213 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111301 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12414 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751936.000000 Penalty: 88477.945312
Iteration 430Q: 40 clusters Score -1.417519e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 53915 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96933 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103228 members 
Mstep: Class 15 contains 109765 members 
Mstep: Class 16 contains 41947 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8006 members 
Mstep: Class 19 contains 103498 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63097 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119408 members 
Mstep: Class 29 contains 124204 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111295 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12414 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751824.000000 Penalty: 88477.945312
Iteration 431Q: 40 clusters Score -1.417518e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 53914 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96932 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103233 members 
Mstep: Class 15 contains 109770 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8004 members 
Mstep: Class 19 contains 103495 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63095 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124199 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111287 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 432Q: 40 clusters Score -1.417519e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 53912 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96931 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103238 members 
Mstep: Class 15 contains 109779 members 
Mstep: Class 16 contains 41955 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 103498 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63089 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119407 members 
Mstep: Class 29 contains 124188 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111286 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12414 members 
Mstep: Class 38 contains 1922 members 
Mstep: Class 39 contains 11648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751936.000000 Penalty: 88477.945312
Iteration 433Q: 40 clusters Score -1.417519e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 53908 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96928 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103246 members 
Mstep: Class 15 contains 109786 members 
Mstep: Class 16 contains 41952 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 103495 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63087 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119414 members 
Mstep: Class 29 contains 124177 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111288 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 434Q: 40 clusters Score -1.417519e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 53908 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96923 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103254 members 
Mstep: Class 15 contains 109784 members 
Mstep: Class 16 contains 41949 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 103491 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63084 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119419 members 
Mstep: Class 29 contains 124173 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111283 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751888.000000 Penalty: 88477.945312
Iteration 435Q: 40 clusters Score -1.417519e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96922 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103255 members 
Mstep: Class 15 contains 109784 members 
Mstep: Class 16 contains 41951 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 103493 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63086 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14047 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119411 members 
Mstep: Class 29 contains 124170 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111282 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 436Q: 40 clusters Score -1.417519e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96919 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103257 members 
Mstep: Class 15 contains 109785 members 
Mstep: Class 16 contains 41950 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 103493 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63081 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119411 members 
Mstep: Class 29 contains 124172 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111283 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751792.000000 Penalty: 88477.945312
Iteration 437Q: 40 clusters Score -1.417518e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96916 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103261 members 
Mstep: Class 15 contains 109788 members 
Mstep: Class 16 contains 41946 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8005 members 
Mstep: Class 19 contains 103488 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63079 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119418 members 
Mstep: Class 29 contains 124162 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111283 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12415 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751936.000000 Penalty: 88477.945312
Iteration 438Q: 40 clusters Score -1.417519e+08 nChanged 109
Entering ConstructFrom: 
Score: -141751936.000000 Penalty: 88477.945312
Entering ConstructFrom: 
Trying to split cluster 1 (75903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Entering Unmasked Estep 
Score: -9593855.000000 Penalty: 1826.046875
	Iteration 0F: 2 clusters Score -9593855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -9543347.000000 Penalty: 3652.093750
	Iteration 0F: 3 clusters Score -9543347 nChanged 36075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9565368.000000 Penalty: 3652.093750
	Iteration 1F: 3 clusters Score -9565368 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -9567227.000000 Penalty: 3652.093750
	Iteration 2F: 3 clusters Score -9567227 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -9570320.000000 Penalty: 3652.093750
	Iteration 3F: 3 clusters Score -9570320 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -9574713.000000 Penalty: 3652.093750
	Iteration 4F: 3 clusters Score -9574713 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -9580200.000000 Penalty: 3652.093750
	Iteration 5F: 3 clusters Score -9580200 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -9584783.000000 Penalty: 3652.093750
	Iteration 6F: 3 clusters Score -9584783 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -9586972.000000 Penalty: 3652.093750
	Iteration 7Q: 3 clusters Score -9586972 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -9588042.000000 Penalty: 3652.093750
	Iteration 8Q: 3 clusters Score -9588042 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -9588570.000000 Penalty: 3652.093750
	Iteration 9Q: 3 clusters Score -9588570 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -9588904.000000 Penalty: 3652.093750
	Iteration 10Q: 3 clusters Score -9588904 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -9589202.000000 Penalty: 3652.093750
	Iteration 11Q: 3 clusters Score -9589202 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -9589451.000000 Penalty: 3652.093750
	Iteration 12Q: 3 clusters Score -9589451 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -9589716.000000 Penalty: 3652.093750
	Iteration 13Q: 3 clusters Score -9589716 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -9589926.000000 Penalty: 3652.093750
	Iteration 14Q: 3 clusters Score -9589926 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -9590157.000000 Penalty: 3652.093750
	Iteration 15Q: 3 clusters Score -9590157 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -9590383.000000 Penalty: 3652.093750
	Iteration 16Q: 3 clusters Score -9590383 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -9590520.000000 Penalty: 3652.093750
	Iteration 17Q: 3 clusters Score -9590520 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -9590679.000000 Penalty: 3652.093750
	Iteration 18Q: 3 clusters Score -9590679 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -9590820.000000 Penalty: 3652.093750
	Iteration 19Q: 3 clusters Score -9590820 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -9590922.000000 Penalty: 3652.093750
	Iteration 20F: 3 clusters Score -9590922 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -9591088.000000 Penalty: 3652.093750
	Iteration 21Q: 3 clusters Score -9591088 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -9591206.000000 Penalty: 3652.093750
	Iteration 22Q: 3 clusters Score -9591206 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -9591309.000000 Penalty: 3652.093750
	Iteration 23Q: 3 clusters Score -9591309 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -9591430.000000 Penalty: 3652.093750
	Iteration 24Q: 3 clusters Score -9591430 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -9591507.000000 Penalty: 3652.093750
	Iteration 25Q: 3 clusters Score -9591507 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -9591652.000000 Penalty: 3652.093750
	Iteration 26Q: 3 clusters Score -9591652 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -9591787.000000 Penalty: 3652.093750
	Iteration 27Q: 3 clusters Score -9591787 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -9591864.000000 Penalty: 3652.093750
	Iteration 28Q: 3 clusters Score -9591864 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -9591972.000000 Penalty: 3652.093750
	Iteration 29Q: 3 clusters Score -9591972 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -9592075.000000 Penalty: 3652.093750
	Iteration 30Q: 3 clusters Score -9592075 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9592131.000000 Penalty: 3652.093750
	Iteration 31Q: 3 clusters Score -9592131 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -9592187.000000 Penalty: 3652.093750
	Iteration 32Q: 3 clusters Score -9592187 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -9592244.000000 Penalty: 3652.093750
	Iteration 33Q: 3 clusters Score -9592244 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -9592249.000000 Penalty: 3652.093750
	Iteration 34Q: 3 clusters Score -9592249 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -9592308.000000 Penalty: 3652.093750
	Iteration 35Q: 3 clusters Score -9592308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -9592404.000000 Penalty: 3652.093750
	Iteration 36Q: 3 clusters Score -9592404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -9592467.000000 Penalty: 3652.093750
	Iteration 37Q: 3 clusters Score -9592467 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -9592493.000000 Penalty: 3652.093750
	Iteration 38Q: 3 clusters Score -9592493 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -9592514.000000 Penalty: 3652.093750
	Iteration 39Q: 3 clusters Score -9592514 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -9592549.000000 Penalty: 3652.093750
	Iteration 40F: 3 clusters Score -9592549 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -9592585.000000 Penalty: 3652.093750
	Iteration 41Q: 3 clusters Score -9592585 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -9592607.000000 Penalty: 3652.093750
	Iteration 42Q: 3 clusters Score -9592607 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -9592640.000000 Penalty: 3652.093750
	Iteration 43Q: 3 clusters Score -9592640 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -9592680.000000 Penalty: 3652.093750
	Iteration 44Q: 3 clusters Score -9592680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -9592729.000000 Penalty: 3652.093750
	Iteration 45Q: 3 clusters Score -9592729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9592738.000000 Penalty: 3652.093750
	Iteration 46Q: 3 clusters Score -9592738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -9592749.000000 Penalty: 3652.093750
	Iteration 47Q: 3 clusters Score -9592749 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -9592746.000000 Penalty: 3652.093750
	Iteration 48Q: 3 clusters Score -9592746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -9592769.000000 Penalty: 3652.093750
	Iteration 49Q: 3 clusters Score -9592769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -9592787.000000 Penalty: 3652.093750
	Iteration 50Q: 3 clusters Score -9592787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -9592781.000000 Penalty: 3652.093750
	Iteration 51Q: 3 clusters Score -9592781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -9592782.000000 Penalty: 3652.093750
	Iteration 52Q: 3 clusters Score -9592782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -9592804.000000 Penalty: 3652.093750
	Iteration 53Q: 3 clusters Score -9592804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -9592815.000000 Penalty: 3652.093750
	Iteration 54Q: 3 clusters Score -9592815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -9592794.000000 Penalty: 3652.093750
	Iteration 55Q: 3 clusters Score -9592794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -9592792.000000 Penalty: 3652.093750
	Iteration 56Q: 3 clusters Score -9592792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -9592787.000000 Penalty: 3652.093750
	Iteration 57Q: 3 clusters Score -9592787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -9592805.000000 Penalty: 3652.093750
	Iteration 58Q: 3 clusters Score -9592805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -9592825.000000 Penalty: 3652.093750
	Iteration 59Q: 3 clusters Score -9592825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -9592822.000000 Penalty: 3652.093750
	Iteration 60F: 3 clusters Score -9592822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -9592842.000000 Penalty: 3652.093750
	Iteration 61Q: 3 clusters Score -9592842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -9592852.000000 Penalty: 3652.093750
	Iteration 62Q: 3 clusters Score -9592852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -9592865.000000 Penalty: 3652.093750
	Iteration 63Q: 3 clusters Score -9592865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -9592862.000000 Penalty: 3652.093750
	Iteration 64Q: 3 clusters Score -9592862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -9592861.000000 Penalty: 3652.093750
	Iteration 65Q: 3 clusters Score -9592861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -9592863.000000 Penalty: 3652.093750
	Iteration 66Q: 3 clusters Score -9592863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -9592875.000000 Penalty: 3652.093750
	Iteration 67Q: 3 clusters Score -9592875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -9592884.000000 Penalty: 3652.093750
	Iteration 68Q: 3 clusters Score -9592884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -9592880.000000 Penalty: 3652.093750
	Iteration 69Q: 3 clusters Score -9592880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -9592882.000000 Penalty: 3652.093750
	Iteration 70Q: 3 clusters Score -9592882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -9592888.000000 Penalty: 3652.093750
	Iteration 71Q: 3 clusters Score -9592888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -9592894.000000 Penalty: 3652.093750
	Iteration 72Q: 3 clusters Score -9592894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -9592884.000000 Penalty: 3652.093750
	Iteration 73Q: 3 clusters Score -9592884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -9592890.000000 Penalty: 3652.093750
	Iteration 74Q: 3 clusters Score -9592890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -9592885.000000 Penalty: 3652.093750
	Iteration 75Q: 3 clusters Score -9592885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -9592899.000000 Penalty: 3652.093750
	Iteration 76Q: 3 clusters Score -9592899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -9592892.000000 Penalty: 3652.093750
	Iteration 77Q: 3 clusters Score -9592892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -9592893.000000 Penalty: 3652.093750
	Iteration 78Q: 3 clusters Score -9592893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -9592885.000000 Penalty: 3652.093750
	Iteration 79Q: 3 clusters Score -9592885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -9592886.000000 Penalty: 3652.093750
	Iteration 80F: 3 clusters Score -9592886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -9592889.000000 Penalty: 3652.093750
	Iteration 81Q: 3 clusters Score -9592889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -9592886.000000 Penalty: 3652.093750
	Iteration 82Q: 3 clusters Score -9592886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -9592887.000000 Penalty: 3652.093750
	Iteration 83Q: 3 clusters Score -9592887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -9592888.000000 Penalty: 3652.093750
	Iteration 84Q: 3 clusters Score -9592888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -9592889.000000 Penalty: 3652.093750
	Iteration 85Q: 3 clusters Score -9592889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -9592884.000000 Penalty: 3652.093750
	Iteration 86Q: 3 clusters Score -9592884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -9592878.000000 Penalty: 3652.093750
	Iteration 87Q: 3 clusters Score -9592878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -9592875.000000 Penalty: 3652.093750
	Iteration 88Q: 3 clusters Score -9592875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -9592875.000000 Penalty: 3652.093750
	Iteration 89F: 3 clusters Score -9592875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Entering Unmasked Estep 
Score: -1003032.250000 Penalty: 1461.593384
	Iteration 0F: 2 clusters Score -1003032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -997135.187500 Penalty: 2923.186768
	Iteration 0F: 3 clusters Score -997135.2 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -998986.500000 Penalty: 2923.186768
	Iteration 1F: 3 clusters Score -998986.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -999220.687500 Penalty: 2923.186768
	Iteration 2F: 3 clusters Score -999220.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -999401.625000 Penalty: 2923.186768
	Iteration 3Q: 3 clusters Score -999401.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -999551.437500 Penalty: 2923.186768
	Iteration 4Q: 3 clusters Score -999551.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -999692.312500 Penalty: 2923.186768
	Iteration 5Q: 3 clusters Score -999692.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -999838.000000 Penalty: 2923.186768
	Iteration 6Q: 3 clusters Score -999838 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -999975.250000 Penalty: 2923.186768
	Iteration 7Q: 3 clusters Score -999975.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1000098.187500 Penalty: 2923.186768
	Iteration 8Q: 3 clusters Score -1000098 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1000210.875000 Penalty: 2923.186768
	Iteration 9Q: 3 clusters Score -1000211 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1000317.312500 Penalty: 2923.186768
	Iteration 10Q: 3 clusters Score -1000317 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1000424.250000 Penalty: 2923.186768
	Iteration 11Q: 3 clusters Score -1000424 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1000515.625000 Penalty: 2923.186768
	Iteration 12Q: 3 clusters Score -1000516 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1000596.125000 Penalty: 2923.186768
	Iteration 13Q: 3 clusters Score -1000596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1000676.687500 Penalty: 2923.186768
	Iteration 14Q: 3 clusters Score -1000677 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1000742.000000 Penalty: 2923.186768
	Iteration 15Q: 3 clusters Score -1000742 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1000778.250000 Penalty: 2923.186768
	Iteration 16Q: 3 clusters Score -1000778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1000808.687500 Penalty: 2923.186768
	Iteration 17Q: 3 clusters Score -1000809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1000828.250000 Penalty: 2923.186768
	Iteration 18Q: 3 clusters Score -1000828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1000845.187500 Penalty: 2923.186768
	Iteration 19Q: 3 clusters Score -1000845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1000858.500000 Penalty: 2923.186768
	Iteration 20F: 3 clusters Score -1000858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1000872.812500 Penalty: 2923.186768
	Iteration 21Q: 3 clusters Score -1000873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1000886.250000 Penalty: 2923.186768
	Iteration 22Q: 3 clusters Score -1000886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1000904.562500 Penalty: 2923.186768
	Iteration 23Q: 3 clusters Score -1000905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1000921.437500 Penalty: 2923.186768
	Iteration 24Q: 3 clusters Score -1000921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1000935.312500 Penalty: 2923.186768
	Iteration 25Q: 3 clusters Score -1000935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1000948.500000 Penalty: 2923.186768
	Iteration 26Q: 3 clusters Score -1000948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1000968.500000 Penalty: 2923.186768
	Iteration 27Q: 3 clusters Score -1000968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1000987.062500 Penalty: 2923.186768
	Iteration 28Q: 3 clusters Score -1000987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1001005.000000 Penalty: 2923.186768
	Iteration 29Q: 3 clusters Score -1001005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1001020.500000 Penalty: 2923.186768
	Iteration 30Q: 3 clusters Score -1001020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1001036.562500 Penalty: 2923.186768
	Iteration 31Q: 3 clusters Score -1001037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1001055.687500 Penalty: 2923.186768
	Iteration 32Q: 3 clusters Score -1001056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1001068.875000 Penalty: 2923.186768
	Iteration 33Q: 3 clusters Score -1001069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1001078.250000 Penalty: 2923.186768
	Iteration 34Q: 3 clusters Score -1001078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1001095.062500 Penalty: 2923.186768
	Iteration 35Q: 3 clusters Score -1001095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1001103.812500 Penalty: 2923.186768
	Iteration 36Q: 3 clusters Score -1001104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1001110.937500 Penalty: 2923.186768
	Iteration 37Q: 3 clusters Score -1001111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1001117.187500 Penalty: 2923.186768
	Iteration 38Q: 3 clusters Score -1001117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1001122.812500 Penalty: 2923.186768
	Iteration 39Q: 3 clusters Score -1001123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1001127.250000 Penalty: 2923.186768
	Iteration 40F: 3 clusters Score -1001127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1001134.062500 Penalty: 2923.186768
	Iteration 41Q: 3 clusters Score -1001134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1001139.312500 Penalty: 2923.186768
	Iteration 42Q: 3 clusters Score -1001139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1001148.187500 Penalty: 2923.186768
	Iteration 43Q: 3 clusters Score -1001148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1001154.812500 Penalty: 2923.186768
	Iteration 44Q: 3 clusters Score -1001155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1001160.500000 Penalty: 2923.186768
	Iteration 45Q: 3 clusters Score -1001160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1001164.750000 Penalty: 2923.186768
	Iteration 46Q: 3 clusters Score -1001165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1001168.437500 Penalty: 2923.186768
	Iteration 47Q: 3 clusters Score -1001168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1001170.312500 Penalty: 2923.186768
	Iteration 48Q: 3 clusters Score -1001170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1001180.562500 Penalty: 2923.186768
	Iteration 49Q: 3 clusters Score -1001181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1001186.437500 Penalty: 2923.186768
	Iteration 50Q: 3 clusters Score -1001186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1001192.812500 Penalty: 2923.186768
	Iteration 51Q: 3 clusters Score -1001193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1001198.812500 Penalty: 2923.186768
	Iteration 52Q: 3 clusters Score -1001199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1001201.875000 Penalty: 2923.186768
	Iteration 53Q: 3 clusters Score -1001202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1001206.875000 Penalty: 2923.186768
	Iteration 54Q: 3 clusters Score -1001207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1001212.875000 Penalty: 2923.186768
	Iteration 55Q: 3 clusters Score -1001213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1001216.500000 Penalty: 2923.186768
	Iteration 56Q: 3 clusters Score -1001216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1001221.062500 Penalty: 2923.186768
	Iteration 57Q: 3 clusters Score -1001221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1001222.625000 Penalty: 2923.186768
	Iteration 58Q: 3 clusters Score -1001223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1001226.687500 Penalty: 2923.186768
	Iteration 59Q: 3 clusters Score -1001227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1001228.812500 Penalty: 2923.186768
	Iteration 60F: 3 clusters Score -1001229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1001232.000000 Penalty: 2923.186768
	Iteration 61Q: 3 clusters Score -1001232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1001233.312500 Penalty: 2923.186768
	Iteration 62Q: 3 clusters Score -1001233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1001231.812500 Penalty: 2923.186768
	Iteration 63Q: 3 clusters Score -1001232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1001231.875000 Penalty: 2923.186768
	Iteration 64Q: 3 clusters Score -1001232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1001236.312500 Penalty: 2923.186768
	Iteration 65Q: 3 clusters Score -1001236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1001235.937500 Penalty: 2923.186768
	Iteration 66Q: 3 clusters Score -1001236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1001235.312500 Penalty: 2923.186768
	Iteration 67Q: 3 clusters Score -1001235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1001237.937500 Penalty: 2923.186768
	Iteration 68Q: 3 clusters Score -1001238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1001241.000000 Penalty: 2923.186768
	Iteration 69Q: 3 clusters Score -1001241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1001240.562500 Penalty: 2923.186768
	Iteration 70Q: 3 clusters Score -1001241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1001242.187500 Penalty: 2923.186768
	Iteration 71Q: 3 clusters Score -1001242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1001243.750000 Penalty: 2923.186768
	Iteration 72Q: 3 clusters Score -1001244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1001245.875000 Penalty: 2923.186768
	Iteration 73Q: 3 clusters Score -1001246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1001246.375000 Penalty: 2923.186768
	Iteration 74Q: 3 clusters Score -1001246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1001248.312500 Penalty: 2923.186768
	Iteration 75Q: 3 clusters Score -1001248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1001252.312500 Penalty: 2923.186768
	Iteration 76Q: 3 clusters Score -1001252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1001252.187500 Penalty: 2923.186768
	Iteration 77Q: 3 clusters Score -1001252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1001254.187500 Penalty: 2923.186768
	Iteration 78Q: 3 clusters Score -1001254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1001254.312500 Penalty: 2923.186768
	Iteration 79Q: 3 clusters Score -1001254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1001253.500000 Penalty: 2923.186768
	Iteration 80F: 3 clusters Score -1001254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1001254.687500 Penalty: 2923.186768
	Iteration 81Q: 3 clusters Score -1001255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1001256.000000 Penalty: 2923.186768
	Iteration 82Q: 3 clusters Score -1001256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1001256.125000 Penalty: 2923.186768
	Iteration 83Q: 3 clusters Score -1001256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1001257.312500 Penalty: 2923.186768
	Iteration 84Q: 3 clusters Score -1001257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1001255.375000 Penalty: 2923.186768
	Iteration 85Q: 3 clusters Score -1001255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1001257.750000 Penalty: 2923.186768
	Iteration 86Q: 3 clusters Score -1001258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1001258.875000 Penalty: 2923.186768
	Iteration 87Q: 3 clusters Score -1001259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1001259.500000 Penalty: 2923.186768
	Iteration 88Q: 3 clusters Score -1001260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1001262.875000 Penalty: 2923.186768
	Iteration 89Q: 3 clusters Score -1001263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1001261.687500 Penalty: 2923.186768
	Iteration 90Q: 3 clusters Score -1001262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1001264.687500 Penalty: 2923.186768
	Iteration 91Q: 3 clusters Score -1001265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1001266.250000 Penalty: 2923.186768
	Iteration 92Q: 3 clusters Score -1001266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1001269.125000 Penalty: 2923.186768
	Iteration 93Q: 3 clusters Score -1001269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1001268.562500 Penalty: 2923.186768
	Iteration 94Q: 3 clusters Score -1001269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1001271.062500 Penalty: 2923.186768
	Iteration 95Q: 3 clusters Score -1001271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1001270.750000 Penalty: 2923.186768
	Iteration 96Q: 3 clusters Score -1001271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1001271.000000 Penalty: 2923.186768
	Iteration 97Q: 3 clusters Score -1001271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1001270.625000 Penalty: 2923.186768
	Iteration 98Q: 3 clusters Score -1001271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1001270.625000 Penalty: 2923.186768
	Iteration 99F: 3 clusters Score -1001271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -183167.390625 Penalty: 1201.904419
	Iteration 0F: 2 clusters Score -183167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -181351.265625 Penalty: 2403.808838
	Iteration 0F: 3 clusters Score -181351.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -181914.062500 Penalty: 2403.808838
	Iteration 1F: 3 clusters Score -181914.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -182168.609375 Penalty: 2403.808838
	Iteration 2F: 3 clusters Score -182168.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -182289.281250 Penalty: 2403.808838
	Iteration 3F: 3 clusters Score -182289.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -182385.968750 Penalty: 2403.808838
	Iteration 4Q: 3 clusters Score -182386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -182480.781250 Penalty: 2403.808838
	Iteration 5Q: 3 clusters Score -182480.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -182554.843750 Penalty: 2403.808838
	Iteration 6Q: 3 clusters Score -182554.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -182626.109375 Penalty: 2403.808838
	Iteration 7Q: 3 clusters Score -182626.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -182717.359375 Penalty: 2403.808838
	Iteration 8Q: 3 clusters Score -182717.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -182773.343750 Penalty: 2403.808838
	Iteration 9Q: 3 clusters Score -182773.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -182811.968750 Penalty: 2403.808838
	Iteration 10Q: 3 clusters Score -182812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -182828.015625 Penalty: 2403.808838
	Iteration 11Q: 3 clusters Score -182828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -182844.609375 Penalty: 2403.808838
	Iteration 12Q: 3 clusters Score -182844.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -182850.562500 Penalty: 2403.808838
	Iteration 13Q: 3 clusters Score -182850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -182853.921875 Penalty: 2403.808838
	Iteration 14Q: 3 clusters Score -182853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -182857.187500 Penalty: 2403.808838
	Iteration 15Q: 3 clusters Score -182857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -182859.031250 Penalty: 2403.808838
	Iteration 16Q: 3 clusters Score -182859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182862.984375 Penalty: 2403.808838
	Iteration 17Q: 3 clusters Score -182863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -182867.750000 Penalty: 2403.808838
	Iteration 18Q: 3 clusters Score -182867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -182874.687500 Penalty: 2403.808838
	Iteration 19Q: 3 clusters Score -182874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -182878.281250 Penalty: 2403.808838
	Iteration 20F: 3 clusters Score -182878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -182879.984375 Penalty: 2403.808838
	Iteration 21Q: 3 clusters Score -182880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -182881.093750 Penalty: 2403.808838
	Iteration 22Q: 3 clusters Score -182881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -182882.484375 Penalty: 2403.808838
	Iteration 23Q: 3 clusters Score -182882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -182884.468750 Penalty: 2403.808838
	Iteration 24Q: 3 clusters Score -182884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -182885.953125 Penalty: 2403.808838
	Iteration 25Q: 3 clusters Score -182886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -182885.953125 Penalty: 2403.808838
	Iteration 26F: 3 clusters Score -182886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Entering Unmasked Estep 
Score: -1991943.625000 Penalty: 1575.855103
	Iteration 0F: 2 clusters Score -1991944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1980737.125000 Penalty: 3151.710205
	Iteration 0F: 3 clusters Score -1980737 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1984940.625000 Penalty: 3151.710205
	Iteration 1F: 3 clusters Score -1984941 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1985399.875000 Penalty: 3151.710205
	Iteration 2F: 3 clusters Score -1985400 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1985881.375000 Penalty: 3151.710205
	Iteration 3F: 3 clusters Score -1985881 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1986397.000000 Penalty: 3151.710205
	Iteration 4F: 3 clusters Score -1986397 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1986926.750000 Penalty: 3151.710205
	Iteration 5F: 3 clusters Score -1986927 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1987480.375000 Penalty: 3151.710205
	Iteration 6F: 3 clusters Score -1987480 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1988042.500000 Penalty: 3151.710205
	Iteration 7Q: 3 clusters Score -1988042 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1988610.125000 Penalty: 3151.710205
	Iteration 8Q: 3 clusters Score -1988610 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1989145.500000 Penalty: 3151.710205
	Iteration 9Q: 3 clusters Score -1989146 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1989607.875000 Penalty: 3151.710205
	Iteration 10Q: 3 clusters Score -1989608 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1989960.750000 Penalty: 3151.710205
	Iteration 11Q: 3 clusters Score -1989961 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1990188.000000 Penalty: 3151.710205
	Iteration 12Q: 3 clusters Score -1990188 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1990358.375000 Penalty: 3151.710205
	Iteration 13Q: 3 clusters Score -1990358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1990458.375000 Penalty: 3151.710205
	Iteration 14Q: 3 clusters Score -1990458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1990522.125000 Penalty: 3151.710205
	Iteration 15Q: 3 clusters Score -1990522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1990560.625000 Penalty: 3151.710205
	Iteration 16Q: 3 clusters Score -1990561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1990592.500000 Penalty: 3151.710205
	Iteration 17Q: 3 clusters Score -1990592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1990612.625000 Penalty: 3151.710205
	Iteration 18Q: 3 clusters Score -1990613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1990621.500000 Penalty: 3151.710205
	Iteration 19Q: 3 clusters Score -1990622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1990633.250000 Penalty: 3151.710205
	Iteration 20F: 3 clusters Score -1990633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1990639.125000 Penalty: 3151.710205
	Iteration 21Q: 3 clusters Score -1990639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1990651.500000 Penalty: 3151.710205
	Iteration 22Q: 3 clusters Score -1990652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1990659.000000 Penalty: 3151.710205
	Iteration 23Q: 3 clusters Score -1990659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1990659.750000 Penalty: 3151.710205
	Iteration 24Q: 3 clusters Score -1990660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1990663.000000 Penalty: 3151.710205
	Iteration 25Q: 3 clusters Score -1990663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1990662.750000 Penalty: 3151.710205
	Iteration 26Q: 3 clusters Score -1990663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1990671.750000 Penalty: 3151.710205
	Iteration 27Q: 3 clusters Score -1990672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1990677.250000 Penalty: 3151.710205
	Iteration 28Q: 3 clusters Score -1990677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1990678.750000 Penalty: 3151.710205
	Iteration 29Q: 3 clusters Score -1990679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1990683.125000 Penalty: 3151.710205
	Iteration 30Q: 3 clusters Score -1990683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1990687.500000 Penalty: 3151.710205
	Iteration 31Q: 3 clusters Score -1990688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1990690.250000 Penalty: 3151.710205
	Iteration 32Q: 3 clusters Score -1990690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1990693.375000 Penalty: 3151.710205
	Iteration 33Q: 3 clusters Score -1990693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1990698.750000 Penalty: 3151.710205
	Iteration 34Q: 3 clusters Score -1990699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1990699.000000 Penalty: 3151.710205
	Iteration 35Q: 3 clusters Score -1990699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1990706.000000 Penalty: 3151.710205
	Iteration 36Q: 3 clusters Score -1990706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1990707.375000 Penalty: 3151.710205
	Iteration 37Q: 3 clusters Score -1990707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1990705.375000 Penalty: 3151.710205
	Iteration 38Q: 3 clusters Score -1990705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1990710.125000 Penalty: 3151.710205
	Iteration 39Q: 3 clusters Score -1990710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1990713.125000 Penalty: 3151.710205
	Iteration 40F: 3 clusters Score -1990713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1990715.000000 Penalty: 3151.710205
	Iteration 41Q: 3 clusters Score -1990715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1990719.625000 Penalty: 3151.710205
	Iteration 42Q: 3 clusters Score -1990720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1990713.500000 Penalty: 3151.710205
	Iteration 43Q: 3 clusters Score -1990714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1990724.125000 Penalty: 3151.710205
	Iteration 44Q: 3 clusters Score -1990724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1990725.625000 Penalty: 3151.710205
	Iteration 45Q: 3 clusters Score -1990726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1990727.875000 Penalty: 3151.710205
	Iteration 46Q: 3 clusters Score -1990728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1990728.250000 Penalty: 3151.710205
	Iteration 47Q: 3 clusters Score -1990728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1990729.875000 Penalty: 3151.710205
	Iteration 48Q: 3 clusters Score -1990730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1990728.125000 Penalty: 3151.710205
	Iteration 49Q: 3 clusters Score -1990728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1990728.500000 Penalty: 3151.710205
	Iteration 50Q: 3 clusters Score -1990728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1990728.250000 Penalty: 3151.710205
	Iteration 51Q: 3 clusters Score -1990728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1990728.250000 Penalty: 3151.710205
	Iteration 52F: 3 clusters Score -1990728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Entering Unmasked Estep 
Score: -6817971.500000 Penalty: 1770.437012
	Iteration 0F: 2 clusters Score -6817972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -6781955.000000 Penalty: 3540.874023
	Iteration 0F: 3 clusters Score -6781955 nChanged 25383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6796638.500000 Penalty: 3540.874023
	Iteration 1F: 3 clusters Score -6796638 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -6797482.000000 Penalty: 3540.874023
	Iteration 2Q: 3 clusters Score -6797482 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -6798488.000000 Penalty: 3540.874023
	Iteration 3Q: 3 clusters Score -6798488 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -6799816.500000 Penalty: 3540.874023
	Iteration 4Q: 3 clusters Score -6799816 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6801429.500000 Penalty: 3540.874023
	Iteration 5F: 3 clusters Score -6801430 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -6803598.000000 Penalty: 3540.874023
	Iteration 6F: 3 clusters Score -6803598 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -6806001.000000 Penalty: 3540.874023
	Iteration 7F: 3 clusters Score -6806001 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6807993.500000 Penalty: 3540.874023
	Iteration 8F: 3 clusters Score -6807994 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -6809434.500000 Penalty: 3540.874023
	Iteration 9Q: 3 clusters Score -6809434 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -6810277.500000 Penalty: 3540.874023
	Iteration 10Q: 3 clusters Score -6810278 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -6810774.500000 Penalty: 3540.874023
	Iteration 11Q: 3 clusters Score -6810774 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -6811133.000000 Penalty: 3540.874023
	Iteration 12Q: 3 clusters Score -6811133 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -6811331.000000 Penalty: 3540.874023
	Iteration 13Q: 3 clusters Score -6811331 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -6811587.000000 Penalty: 3540.874023
	Iteration 14Q: 3 clusters Score -6811587 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -6811887.000000 Penalty: 3540.874023
	Iteration 15Q: 3 clusters Score -6811887 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -6812116.000000 Penalty: 3540.874023
	Iteration 16Q: 3 clusters Score -6812116 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -6812330.500000 Penalty: 3540.874023
	Iteration 17Q: 3 clusters Score -6812330 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -6812582.000000 Penalty: 3540.874023
	Iteration 18Q: 3 clusters Score -6812582 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -6812791.500000 Penalty: 3540.874023
	Iteration 19Q: 3 clusters Score -6812792 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -6813028.500000 Penalty: 3540.874023
	Iteration 20F: 3 clusters Score -6813028 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -6813287.500000 Penalty: 3540.874023
	Iteration 21Q: 3 clusters Score -6813288 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6813563.500000 Penalty: 3540.874023
	Iteration 22Q: 3 clusters Score -6813564 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -6813854.000000 Penalty: 3540.874023
	Iteration 23Q: 3 clusters Score -6813854 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -6814146.500000 Penalty: 3540.874023
	Iteration 24Q: 3 clusters Score -6814146 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -6814410.000000 Penalty: 3540.874023
	Iteration 25Q: 3 clusters Score -6814410 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6814707.000000 Penalty: 3540.874023
	Iteration 26Q: 3 clusters Score -6814707 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -6814984.000000 Penalty: 3540.874023
	Iteration 27Q: 3 clusters Score -6814984 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -6815208.000000 Penalty: 3540.874023
	Iteration 28Q: 3 clusters Score -6815208 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6815388.000000 Penalty: 3540.874023
	Iteration 29Q: 3 clusters Score -6815388 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6815573.500000 Penalty: 3540.874023
	Iteration 30Q: 3 clusters Score -6815574 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6815739.000000 Penalty: 3540.874023
	Iteration 31Q: 3 clusters Score -6815739 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6815853.000000 Penalty: 3540.874023
	Iteration 32Q: 3 clusters Score -6815853 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6815938.000000 Penalty: 3540.874023
	Iteration 33Q: 3 clusters Score -6815938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6815993.500000 Penalty: 3540.874023
	Iteration 34Q: 3 clusters Score -6815994 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6816041.000000 Penalty: 3540.874023
	Iteration 35Q: 3 clusters Score -6816041 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6816095.000000 Penalty: 3540.874023
	Iteration 36Q: 3 clusters Score -6816095 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6816137.000000 Penalty: 3540.874023
	Iteration 37Q: 3 clusters Score -6816137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6816211.500000 Penalty: 3540.874023
	Iteration 38Q: 3 clusters Score -6816212 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6816261.000000 Penalty: 3540.874023
	Iteration 39Q: 3 clusters Score -6816261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6816319.500000 Penalty: 3540.874023
	Iteration 40F: 3 clusters Score -6816320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6816345.000000 Penalty: 3540.874023
	Iteration 41Q: 3 clusters Score -6816345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6816377.500000 Penalty: 3540.874023
	Iteration 42Q: 3 clusters Score -6816378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6816402.500000 Penalty: 3540.874023
	Iteration 43Q: 3 clusters Score -6816402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6816434.000000 Penalty: 3540.874023
	Iteration 44Q: 3 clusters Score -6816434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6816451.500000 Penalty: 3540.874023
	Iteration 45Q: 3 clusters Score -6816452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6816479.500000 Penalty: 3540.874023
	Iteration 46Q: 3 clusters Score -6816480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6816503.500000 Penalty: 3540.874023
	Iteration 47Q: 3 clusters Score -6816504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6816511.000000 Penalty: 3540.874023
	Iteration 48Q: 3 clusters Score -6816511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6816534.500000 Penalty: 3540.874023
	Iteration 49Q: 3 clusters Score -6816534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6816543.500000 Penalty: 3540.874023
	Iteration 50Q: 3 clusters Score -6816544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6816553.500000 Penalty: 3540.874023
	Iteration 51Q: 3 clusters Score -6816554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6816557.000000 Penalty: 3540.874023
	Iteration 52Q: 3 clusters Score -6816557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6816574.000000 Penalty: 3540.874023
	Iteration 53Q: 3 clusters Score -6816574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6816584.000000 Penalty: 3540.874023
	Iteration 54Q: 3 clusters Score -6816584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6816589.500000 Penalty: 3540.874023
	Iteration 55Q: 3 clusters Score -6816590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6816592.500000 Penalty: 3540.874023
	Iteration 56Q: 3 clusters Score -6816592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6816597.000000 Penalty: 3540.874023
	Iteration 57Q: 3 clusters Score -6816597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6816593.500000 Penalty: 3540.874023
	Iteration 58Q: 3 clusters Score -6816594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6816591.500000 Penalty: 3540.874023
	Iteration 59Q: 3 clusters Score -6816592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6816588.000000 Penalty: 3540.874023
	Iteration 60F: 3 clusters Score -6816588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6816591.500000 Penalty: 3540.874023
	Iteration 61Q: 3 clusters Score -6816592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6816591.500000 Penalty: 3540.874023
	Iteration 62F: 3 clusters Score -6816592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -30227.417969 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -30227.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29337.894531 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -29337.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29411.937500 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -29411.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29435.150391 Penalty: 1810.950073
	Iteration 2Q: 3 clusters Score -29435.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29444.068359 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -29444.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29455.291016 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -29455.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29456.505859 Penalty: 1810.950073
	Iteration 5Q: 3 clusters Score -29456.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29456.505859 Penalty: 1810.950073
	Iteration 6F: 3 clusters Score -29456.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Entering Unmasked Estep 
Score: -2163198.500000 Penalty: 1588.589966
	Iteration 0F: 2 clusters Score -2163198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2151081.750000 Penalty: 3177.179932
	Iteration 0F: 3 clusters Score -2151082 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2155529.500000 Penalty: 3177.179932
	Iteration 1F: 3 clusters Score -2155530 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2155929.000000 Penalty: 3177.179932
	Iteration 2F: 3 clusters Score -2155929 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2156336.750000 Penalty: 3177.179932
	Iteration 3F: 3 clusters Score -2156337 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2156786.750000 Penalty: 3177.179932
	Iteration 4F: 3 clusters Score -2156787 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2157298.000000 Penalty: 3177.179932
	Iteration 5F: 3 clusters Score -2157298 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2157890.250000 Penalty: 3177.179932
	Iteration 6F: 3 clusters Score -2157890 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2158564.750000 Penalty: 3177.179932
	Iteration 7F: 3 clusters Score -2158565 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2159241.750000 Penalty: 3177.179932
	Iteration 8F: 3 clusters Score -2159242 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2159912.750000 Penalty: 3177.179932
	Iteration 9Q: 3 clusters Score -2159913 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2160440.500000 Penalty: 3177.179932
	Iteration 10Q: 3 clusters Score -2160440 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2160809.000000 Penalty: 3177.179932
	Iteration 11Q: 3 clusters Score -2160809 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2161080.750000 Penalty: 3177.179932
	Iteration 12Q: 3 clusters Score -2161081 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2161279.500000 Penalty: 3177.179932
	Iteration 13Q: 3 clusters Score -2161280 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2161372.500000 Penalty: 3177.179932
	Iteration 14Q: 3 clusters Score -2161372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2161437.500000 Penalty: 3177.179932
	Iteration 15Q: 3 clusters Score -2161438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2161496.000000 Penalty: 3177.179932
	Iteration 16Q: 3 clusters Score -2161496 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2161542.250000 Penalty: 3177.179932
	Iteration 17Q: 3 clusters Score -2161542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2161563.750000 Penalty: 3177.179932
	Iteration 18Q: 3 clusters Score -2161564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2161593.250000 Penalty: 3177.179932
	Iteration 19Q: 3 clusters Score -2161593 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2161611.250000 Penalty: 3177.179932
	Iteration 20F: 3 clusters Score -2161611 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2161635.000000 Penalty: 3177.179932
	Iteration 21Q: 3 clusters Score -2161635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2161668.500000 Penalty: 3177.179932
	Iteration 22Q: 3 clusters Score -2161668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2161696.500000 Penalty: 3177.179932
	Iteration 23Q: 3 clusters Score -2161696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2161732.000000 Penalty: 3177.179932
	Iteration 24Q: 3 clusters Score -2161732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2161779.250000 Penalty: 3177.179932
	Iteration 25Q: 3 clusters Score -2161779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2161820.000000 Penalty: 3177.179932
	Iteration 26Q: 3 clusters Score -2161820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2161860.750000 Penalty: 3177.179932
	Iteration 27Q: 3 clusters Score -2161861 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2161895.750000 Penalty: 3177.179932
	Iteration 28Q: 3 clusters Score -2161896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2161916.000000 Penalty: 3177.179932
	Iteration 29Q: 3 clusters Score -2161916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2161923.750000 Penalty: 3177.179932
	Iteration 30Q: 3 clusters Score -2161924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2161936.500000 Penalty: 3177.179932
	Iteration 31Q: 3 clusters Score -2161936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2161948.500000 Penalty: 3177.179932
	Iteration 32Q: 3 clusters Score -2161948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2161955.250000 Penalty: 3177.179932
	Iteration 33Q: 3 clusters Score -2161955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2161970.000000 Penalty: 3177.179932
	Iteration 34Q: 3 clusters Score -2161970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2161976.500000 Penalty: 3177.179932
	Iteration 35Q: 3 clusters Score -2161976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2161990.500000 Penalty: 3177.179932
	Iteration 36Q: 3 clusters Score -2161990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2161997.500000 Penalty: 3177.179932
	Iteration 37Q: 3 clusters Score -2161998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2162004.250000 Penalty: 3177.179932
	Iteration 38Q: 3 clusters Score -2162004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2162006.500000 Penalty: 3177.179932
	Iteration 39Q: 3 clusters Score -2162006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2162010.250000 Penalty: 3177.179932
	Iteration 40F: 3 clusters Score -2162010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2162012.750000 Penalty: 3177.179932
	Iteration 41Q: 3 clusters Score -2162013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2162014.250000 Penalty: 3177.179932
	Iteration 42Q: 3 clusters Score -2162014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2162018.000000 Penalty: 3177.179932
	Iteration 43Q: 3 clusters Score -2162018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2162017.500000 Penalty: 3177.179932
	Iteration 44Q: 3 clusters Score -2162018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2162021.500000 Penalty: 3177.179932
	Iteration 45Q: 3 clusters Score -2162022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2162021.750000 Penalty: 3177.179932
	Iteration 46Q: 3 clusters Score -2162022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2162020.750000 Penalty: 3177.179932
	Iteration 47Q: 3 clusters Score -2162021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2162022.250000 Penalty: 3177.179932
	Iteration 48Q: 3 clusters Score -2162022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2162024.750000 Penalty: 3177.179932
	Iteration 49Q: 3 clusters Score -2162025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2162022.000000 Penalty: 3177.179932
	Iteration 50Q: 3 clusters Score -2162022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2162021.500000 Penalty: 3177.179932
	Iteration 51Q: 3 clusters Score -2162022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2162022.500000 Penalty: 3177.179932
	Iteration 52Q: 3 clusters Score -2162022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2162022.500000 Penalty: 3177.179932
	Iteration 53F: 3 clusters Score -2162022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -391332.156250 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -391332.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -388414.218750 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -388414.2 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -389249.843750 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -389249.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -389494.875000 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -389494.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -389741.843750 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -389741.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -390016.375000 Penalty: 2632.651123
	Iteration 4F: 3 clusters Score -390016.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -390310.125000 Penalty: 2632.651123
	Iteration 5F: 3 clusters Score -390310.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -390517.437500 Penalty: 2632.651123
	Iteration 6F: 3 clusters Score -390517.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -390648.562500 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -390648.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -390737.750000 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -390737.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -390800.750000 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -390800.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -390833.406250 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -390833.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -390856.593750 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -390856.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -390879.468750 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -390879.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -390898.281250 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -390898.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -390914.968750 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -390915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -390934.718750 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -390934.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -390955.312500 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -390955.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -390977.968750 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -390978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -390997.375000 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -390997.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -391021.968750 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -391022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -391053.062500 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -391053.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -391089.625000 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -391089.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -391124.531250 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -391124.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -391147.312500 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -391147.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -391164.562500 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -391164.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -391178.718750 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -391178.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -391185.000000 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -391185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -391189.125000 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -391189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -391192.593750 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -391192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -391194.218750 Penalty: 2632.651123
	Iteration 29Q: 3 clusters Score -391194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -391194.812500 Penalty: 2632.651123
	Iteration 30Q: 3 clusters Score -391194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -391195.000000 Penalty: 2632.651123
	Iteration 31Q: 3 clusters Score -391195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -391195.000000 Penalty: 2632.651123
	Iteration 32F: 3 clusters Score -391195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Entering Unmasked Estep 
Score: -11991852.000000 Penalty: 1865.755005
	Iteration 0F: 2 clusters Score -1.199185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -11927901.000000 Penalty: 3731.510010
	Iteration 0F: 3 clusters Score -1.19279e+07 nChanged 46401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -11955629.000000 Penalty: 3731.510010
	Iteration 1F: 3 clusters Score -1.195563e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -11957152.000000 Penalty: 3731.510010
	Iteration 2Q: 3 clusters Score -1.195715e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -11959519.000000 Penalty: 3731.510010
	Iteration 3Q: 3 clusters Score -1.195952e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -11963375.000000 Penalty: 3731.510010
	Iteration 4F: 3 clusters Score -1.196338e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -11969150.000000 Penalty: 3731.510010
	Iteration 5F: 3 clusters Score -1.196915e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -11975804.000000 Penalty: 3731.510010
	Iteration 6F: 3 clusters Score -1.19758e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -11982335.000000 Penalty: 3731.510010
	Iteration 7F: 3 clusters Score -1.198234e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -11986768.000000 Penalty: 3731.510010
	Iteration 8F: 3 clusters Score -1.198677e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -11988994.000000 Penalty: 3731.510010
	Iteration 9Q: 3 clusters Score -1.198899e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -11989835.000000 Penalty: 3731.510010
	Iteration 10Q: 3 clusters Score -1.198984e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -11990181.000000 Penalty: 3731.510010
	Iteration 11Q: 3 clusters Score -1.199018e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -11990325.000000 Penalty: 3731.510010
	Iteration 12Q: 3 clusters Score -1.199032e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -11990415.000000 Penalty: 3731.510010
	Iteration 13Q: 3 clusters Score -1.199042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -11990493.000000 Penalty: 3731.510010
	Iteration 14Q: 3 clusters Score -1.199049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -11990557.000000 Penalty: 3731.510010
	Iteration 15Q: 3 clusters Score -1.199056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -11990585.000000 Penalty: 3731.510010
	Iteration 16Q: 3 clusters Score -1.199058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -11990598.000000 Penalty: 3731.510010
	Iteration 17Q: 3 clusters Score -1.19906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -11990611.000000 Penalty: 3731.510010
	Iteration 18Q: 3 clusters Score -1.199061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -11990624.000000 Penalty: 3731.510010
	Iteration 19Q: 3 clusters Score -1.199062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -11990650.000000 Penalty: 3731.510010
	Iteration 20F: 3 clusters Score -1.199065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -11990686.000000 Penalty: 3731.510010
	Iteration 21Q: 3 clusters Score -1.199069e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -11990712.000000 Penalty: 3731.510010
	Iteration 22Q: 3 clusters Score -1.199071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -11990728.000000 Penalty: 3731.510010
	Iteration 23Q: 3 clusters Score -1.199073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -11990749.000000 Penalty: 3731.510010
	Iteration 24Q: 3 clusters Score -1.199075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 96415 members 
Entering Unmasked Estep 
Score: -11990774.000000 Penalty: 3731.510010
	Iteration 25Q: 3 clusters Score -1.199077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -11990803.000000 Penalty: 3731.510010
	Iteration 26Q: 3 clusters Score -1.19908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -11990833.000000 Penalty: 3731.510010
	Iteration 27Q: 3 clusters Score -1.199083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -11990838.000000 Penalty: 3731.510010
	Iteration 28Q: 3 clusters Score -1.199084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -11990847.000000 Penalty: 3731.510010
	Iteration 29Q: 3 clusters Score -1.199085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -11990852.000000 Penalty: 3731.510010
	Iteration 30Q: 3 clusters Score -1.199085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -11990856.000000 Penalty: 3731.510010
	Iteration 31Q: 3 clusters Score -1.199086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -11990858.000000 Penalty: 3731.510010
	Iteration 32Q: 3 clusters Score -1.199086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -11990865.000000 Penalty: 3731.510010
	Iteration 33Q: 3 clusters Score -1.199086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -11990868.000000 Penalty: 3731.510010
	Iteration 34Q: 3 clusters Score -1.199087e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -11990880.000000 Penalty: 3731.510010
	Iteration 35Q: 3 clusters Score -1.199088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -11990883.000000 Penalty: 3731.510010
	Iteration 36Q: 3 clusters Score -1.199088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -11990875.000000 Penalty: 3731.510010
	Iteration 37Q: 3 clusters Score -1.199088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -11990885.000000 Penalty: 3731.510010
	Iteration 38Q: 3 clusters Score -1.199088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -11990893.000000 Penalty: 3731.510010
	Iteration 39Q: 3 clusters Score -1.199089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -11990907.000000 Penalty: 3731.510010
	Iteration 40F: 3 clusters Score -1.199091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -11990905.000000 Penalty: 3731.510010
	Iteration 41Q: 3 clusters Score -1.19909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -11990918.000000 Penalty: 3731.510010
	Iteration 42Q: 3 clusters Score -1.199092e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -11990922.000000 Penalty: 3731.510010
	Iteration 43Q: 3 clusters Score -1.199092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -11990955.000000 Penalty: 3731.510010
	Iteration 44Q: 3 clusters Score -1.199096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -11990978.000000 Penalty: 3731.510010
	Iteration 45Q: 3 clusters Score -1.199098e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -11991001.000000 Penalty: 3731.510010
	Iteration 46Q: 3 clusters Score -1.1991e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -11991023.000000 Penalty: 3731.510010
	Iteration 47Q: 3 clusters Score -1.199102e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -11991038.000000 Penalty: 3731.510010
	Iteration 48Q: 3 clusters Score -1.199104e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -11991071.000000 Penalty: 3731.510010
	Iteration 49Q: 3 clusters Score -1.199107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -11991092.000000 Penalty: 3731.510010
	Iteration 50Q: 3 clusters Score -1.199109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -11991093.000000 Penalty: 3731.510010
	Iteration 51Q: 3 clusters Score -1.199109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -11991082.000000 Penalty: 3731.510010
	Iteration 52Q: 3 clusters Score -1.199108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -11991099.000000 Penalty: 3731.510010
	Iteration 53Q: 3 clusters Score -1.19911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -11991116.000000 Penalty: 3731.510010
	Iteration 54Q: 3 clusters Score -1.199112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -11991137.000000 Penalty: 3731.510010
	Iteration 55Q: 3 clusters Score -1.199114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -11991136.000000 Penalty: 3731.510010
	Iteration 56Q: 3 clusters Score -1.199114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -11991141.000000 Penalty: 3731.510010
	Iteration 57Q: 3 clusters Score -1.199114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -11991145.000000 Penalty: 3731.510010
	Iteration 58Q: 3 clusters Score -1.199114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -11991151.000000 Penalty: 3731.510010
	Iteration 59Q: 3 clusters Score -1.199115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -11991185.000000 Penalty: 3731.510010
	Iteration 60F: 3 clusters Score -1.199118e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -11991209.000000 Penalty: 3731.510010
	Iteration 61Q: 3 clusters Score -1.199121e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -11991232.000000 Penalty: 3731.510010
	Iteration 62Q: 3 clusters Score -1.199123e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -11991245.000000 Penalty: 3731.510010
	Iteration 63Q: 3 clusters Score -1.199124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -11991285.000000 Penalty: 3731.510010
	Iteration 64Q: 3 clusters Score -1.199128e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -11991288.000000 Penalty: 3731.510010
	Iteration 65Q: 3 clusters Score -1.199129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -11991323.000000 Penalty: 3731.510010
	Iteration 66Q: 3 clusters Score -1.199132e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -11991325.000000 Penalty: 3731.510010
	Iteration 67Q: 3 clusters Score -1.199132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -11991353.000000 Penalty: 3731.510010
	Iteration 68Q: 3 clusters Score -1.199135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -11991368.000000 Penalty: 3731.510010
	Iteration 69Q: 3 clusters Score -1.199137e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -11991374.000000 Penalty: 3731.510010
	Iteration 70Q: 3 clusters Score -1.199137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 95479 members 
Entering Unmasked Estep 
Score: -11991368.000000 Penalty: 3731.510010
	Iteration 71Q: 3 clusters Score -1.199137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -11991384.000000 Penalty: 3731.510010
	Iteration 72Q: 3 clusters Score -1.199138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -11991398.000000 Penalty: 3731.510010
	Iteration 73Q: 3 clusters Score -1.19914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -11991385.000000 Penalty: 3731.510010
	Iteration 74Q: 3 clusters Score -1.199138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -11991376.000000 Penalty: 3731.510010
	Iteration 75Q: 3 clusters Score -1.199138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -11991386.000000 Penalty: 3731.510010
	Iteration 76Q: 3 clusters Score -1.199139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -11991390.000000 Penalty: 3731.510010
	Iteration 77Q: 3 clusters Score -1.199139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -11991385.000000 Penalty: 3731.510010
	Iteration 78Q: 3 clusters Score -1.199138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -11991395.000000 Penalty: 3731.510010
	Iteration 79Q: 3 clusters Score -1.19914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -11991408.000000 Penalty: 3731.510010
	Iteration 80F: 3 clusters Score -1.199141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -11991421.000000 Penalty: 3731.510010
	Iteration 81Q: 3 clusters Score -1.199142e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -11991428.000000 Penalty: 3731.510010
	Iteration 82Q: 3 clusters Score -1.199143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -11991418.000000 Penalty: 3731.510010
	Iteration 83Q: 3 clusters Score -1.199142e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -11991426.000000 Penalty: 3731.510010
	Iteration 84Q: 3 clusters Score -1.199143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -11991433.000000 Penalty: 3731.510010
	Iteration 85Q: 3 clusters Score -1.199143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -11991440.000000 Penalty: 3731.510010
	Iteration 86Q: 3 clusters Score -1.199144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -11991447.000000 Penalty: 3731.510010
	Iteration 87Q: 3 clusters Score -1.199145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -11991448.000000 Penalty: 3731.510010
	Iteration 88Q: 3 clusters Score -1.199145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -11991448.000000 Penalty: 3731.510010
	Iteration 89Q: 3 clusters Score -1.199145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -11991455.000000 Penalty: 3731.510010
	Iteration 90Q: 3 clusters Score -1.199146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -11991457.000000 Penalty: 3731.510010
	Iteration 91Q: 3 clusters Score -1.199146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -11991453.000000 Penalty: 3731.510010
	Iteration 92Q: 3 clusters Score -1.199145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -11991446.000000 Penalty: 3731.510010
	Iteration 93Q: 3 clusters Score -1.199145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -11991445.000000 Penalty: 3731.510010
	Iteration 94Q: 3 clusters Score -1.199144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -11991449.000000 Penalty: 3731.510010
	Iteration 95Q: 3 clusters Score -1.199145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -11991445.000000 Penalty: 3731.510010
	Iteration 96Q: 3 clusters Score -1.199144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -11991452.000000 Penalty: 3731.510010
	Iteration 97Q: 3 clusters Score -1.199145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -11991456.000000 Penalty: 3731.510010
	Iteration 98Q: 3 clusters Score -1.199146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -11991456.000000 Penalty: 3731.510010
	Iteration 99Q: 3 clusters Score -1.199146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -11991457.000000 Penalty: 3731.510010
	Iteration 100F: 3 clusters Score -1.199146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -11991458.000000 Penalty: 3731.510010
	Iteration 101Q: 3 clusters Score -1.199146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -11991458.000000 Penalty: 3731.510010
	Iteration 102F: 3 clusters Score -1.199146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Entering Unmasked Estep 
Score: -3192057.250000 Penalty: 1652.400269
	Iteration 0F: 2 clusters Score -3192057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3174350.500000 Penalty: 3304.800537
	Iteration 0F: 3 clusters Score -3174350 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3180842.500000 Penalty: 3304.800537
	Iteration 1F: 3 clusters Score -3180842 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3181150.250000 Penalty: 3304.800537
	Iteration 2Q: 3 clusters Score -3181150 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3181451.750000 Penalty: 3304.800537
	Iteration 3Q: 3 clusters Score -3181452 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3181771.250000 Penalty: 3304.800537
	Iteration 4Q: 3 clusters Score -3181771 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3182139.250000 Penalty: 3304.800537
	Iteration 5Q: 3 clusters Score -3182139 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3182580.750000 Penalty: 3304.800537
	Iteration 6Q: 3 clusters Score -3182581 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3183173.250000 Penalty: 3304.800537
	Iteration 7Q: 3 clusters Score -3183173 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3184045.500000 Penalty: 3304.800537
	Iteration 8F: 3 clusters Score -3184046 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3185251.500000 Penalty: 3304.800537
	Iteration 9F: 3 clusters Score -3185252 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3186656.250000 Penalty: 3304.800537
	Iteration 10F: 3 clusters Score -3186656 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3188042.000000 Penalty: 3304.800537
	Iteration 11F: 3 clusters Score -3188042 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3189147.500000 Penalty: 3304.800537
	Iteration 12Q: 3 clusters Score -3189148 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3189868.000000 Penalty: 3304.800537
	Iteration 13Q: 3 clusters Score -3189868 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3190271.250000 Penalty: 3304.800537
	Iteration 14Q: 3 clusters Score -3190271 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3190448.500000 Penalty: 3304.800537
	Iteration 15Q: 3 clusters Score -3190448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3190514.500000 Penalty: 3304.800537
	Iteration 16Q: 3 clusters Score -3190514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3190537.500000 Penalty: 3304.800537
	Iteration 17Q: 3 clusters Score -3190538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3190570.500000 Penalty: 3304.800537
	Iteration 18Q: 3 clusters Score -3190570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3190588.250000 Penalty: 3304.800537
	Iteration 19Q: 3 clusters Score -3190588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3190597.250000 Penalty: 3304.800537
	Iteration 20F: 3 clusters Score -3190597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3190602.000000 Penalty: 3304.800537
	Iteration 21Q: 3 clusters Score -3190602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3190602.750000 Penalty: 3304.800537
	Iteration 22Q: 3 clusters Score -3190603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3190610.250000 Penalty: 3304.800537
	Iteration 23Q: 3 clusters Score -3190610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3190618.500000 Penalty: 3304.800537
	Iteration 24Q: 3 clusters Score -3190618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3190628.000000 Penalty: 3304.800537
	Iteration 25Q: 3 clusters Score -3190628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3190635.000000 Penalty: 3304.800537
	Iteration 26Q: 3 clusters Score -3190635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3190638.500000 Penalty: 3304.800537
	Iteration 27Q: 3 clusters Score -3190638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3190638.250000 Penalty: 3304.800537
	Iteration 28Q: 3 clusters Score -3190638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3190637.000000 Penalty: 3304.800537
	Iteration 29Q: 3 clusters Score -3190637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3190637.750000 Penalty: 3304.800537
	Iteration 30Q: 3 clusters Score -3190638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3190637.750000 Penalty: 3304.800537
	Iteration 31F: 3 clusters Score -3190638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -61696.921875 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -61696.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60610.988281 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -60610.99 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60886.601562 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -60886.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61034.378906 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -61034.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61111.257812 Penalty: 2081.699219
	Iteration 3F: 3 clusters Score -61111.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61162.621094 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -61162.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61206.800781 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -61206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61238.750000 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -61238.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61260.496094 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -61260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61270.652344 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -61270.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61285.156250 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -61285.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61292.800781 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -61292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61299.601562 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -61299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61308.347656 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -61308.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61308.347656 Penalty: 2081.699219
	Iteration 13F: 3 clusters Score -61308.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Entering Unmasked Estep 
Score: -790185.000000 Penalty: 1430.409912
	Iteration 0F: 2 clusters Score -790185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -785167.250000 Penalty: 2860.819824
	Iteration 0F: 3 clusters Score -785167.2 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -786692.500000 Penalty: 2860.819824
	Iteration 1F: 3 clusters Score -786692.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -786948.000000 Penalty: 2860.819824
	Iteration 2F: 3 clusters Score -786948 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -787165.937500 Penalty: 2860.819824
	Iteration 3F: 3 clusters Score -787165.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -787357.250000 Penalty: 2860.819824
	Iteration 4F: 3 clusters Score -787357.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -787533.125000 Penalty: 2860.819824
	Iteration 5Q: 3 clusters Score -787533.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -787721.312500 Penalty: 2860.819824
	Iteration 6Q: 3 clusters Score -787721.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -787972.875000 Penalty: 2860.819824
	Iteration 7Q: 3 clusters Score -787972.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -788299.250000 Penalty: 2860.819824
	Iteration 8Q: 3 clusters Score -788299.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -788654.500000 Penalty: 2860.819824
	Iteration 9F: 3 clusters Score -788654.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -788927.187500 Penalty: 2860.819824
	Iteration 10Q: 3 clusters Score -788927.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -789084.500000 Penalty: 2860.819824
	Iteration 11Q: 3 clusters Score -789084.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -789146.875000 Penalty: 2860.819824
	Iteration 12Q: 3 clusters Score -789146.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -789181.250000 Penalty: 2860.819824
	Iteration 13Q: 3 clusters Score -789181.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -789202.687500 Penalty: 2860.819824
	Iteration 14Q: 3 clusters Score -789202.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -789214.250000 Penalty: 2860.819824
	Iteration 15Q: 3 clusters Score -789214.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -789224.500000 Penalty: 2860.819824
	Iteration 16Q: 3 clusters Score -789224.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -789230.562500 Penalty: 2860.819824
	Iteration 17Q: 3 clusters Score -789230.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -789237.562500 Penalty: 2860.819824
	Iteration 18Q: 3 clusters Score -789237.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -789241.437500 Penalty: 2860.819824
	Iteration 19Q: 3 clusters Score -789241.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -789244.750000 Penalty: 2860.819824
	Iteration 20F: 3 clusters Score -789244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -789246.250000 Penalty: 2860.819824
	Iteration 21Q: 3 clusters Score -789246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -789246.625000 Penalty: 2860.819824
	Iteration 22Q: 3 clusters Score -789246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -789248.312500 Penalty: 2860.819824
	Iteration 23Q: 3 clusters Score -789248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -789248.312500 Penalty: 2860.819824
	Iteration 24Q: 3 clusters Score -789248.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -789250.250000 Penalty: 2860.819824
	Iteration 25Q: 3 clusters Score -789250.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -789251.937500 Penalty: 2860.819824
	Iteration 26Q: 3 clusters Score -789251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -789253.750000 Penalty: 2860.819824
	Iteration 27Q: 3 clusters Score -789253.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -789254.562500 Penalty: 2860.819824
	Iteration 28Q: 3 clusters Score -789254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -789257.812500 Penalty: 2860.819824
	Iteration 29Q: 3 clusters Score -789257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -789257.937500 Penalty: 2860.819824
	Iteration 30Q: 3 clusters Score -789257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -789257.375000 Penalty: 2860.819824
	Iteration 31Q: 3 clusters Score -789257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -789258.500000 Penalty: 2860.819824
	Iteration 32Q: 3 clusters Score -789258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -789258.500000 Penalty: 2860.819824
	Iteration 33F: 3 clusters Score -789258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -152604.078125 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -152604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -150952.296875 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -150952.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -151497.515625 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -151497.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151721.906250 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -151721.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151929.265625 Penalty: 2363.529541
	Iteration 3F: 3 clusters Score -151929.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152135.421875 Penalty: 2363.529541
	Iteration 4F: 3 clusters Score -152135.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152285.359375 Penalty: 2363.529541
	Iteration 5F: 3 clusters Score -152285.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152413.656250 Penalty: 2363.529541
	Iteration 6F: 3 clusters Score -152413.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152477.265625 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -152477.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152509.453125 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -152509.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152527.781250 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -152527.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152550.140625 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -152550.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152569.562500 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -152569.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152589.546875 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -152589.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -152604.312500 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -152604.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152619.343750 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -152619.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -152633.328125 Penalty: 2363.529541
	Iteration 15Q: 3 clusters Score -152633.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -152651.062500 Penalty: 2363.529541
	Iteration 16Q: 3 clusters Score -152651.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152672.468750 Penalty: 2363.529541
	Iteration 17Q: 3 clusters Score -152672.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152693.625000 Penalty: 2363.529541
	Iteration 18Q: 3 clusters Score -152693.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152710.406250 Penalty: 2363.529541
	Iteration 19Q: 3 clusters Score -152710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152717.281250 Penalty: 2363.529541
	Iteration 20F: 3 clusters Score -152717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152721.125000 Penalty: 2363.529541
	Iteration 21Q: 3 clusters Score -152721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152724.437500 Penalty: 2363.529541
	Iteration 22Q: 3 clusters Score -152724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152724.437500 Penalty: 2363.529541
	Iteration 23F: 3 clusters Score -152724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96913 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 14 contains 103264 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 103489 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124146 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111279 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11706 members 
Mstep: Class 40 contains 665 members 
Entering Unmasked Estep 
Score: -141751008.000000 Penalty: 90746.617188
Splitting cluster 13 changes total score from -141751936.000000 to -141751008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (103264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Entering Unmasked Estep 
Score: -12996310.000000 Penalty: 1876.069580
	Iteration 0F: 2 clusters Score -1.299631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -12928333.000000 Penalty: 3752.139160
	Iteration 0F: 3 clusters Score -1.292833e+07 nChanged 49321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -12957121.000000 Penalty: 3752.139160
	Iteration 1F: 3 clusters Score -1.295712e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -12958376.000000 Penalty: 3752.139160
	Iteration 2Q: 3 clusters Score -1.295838e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -12960463.000000 Penalty: 3752.139160
	Iteration 3Q: 3 clusters Score -1.296046e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -12964416.000000 Penalty: 3752.139160
	Iteration 4F: 3 clusters Score -1.296442e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -12970658.000000 Penalty: 3752.139160
	Iteration 5F: 3 clusters Score -1.297066e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -12978305.000000 Penalty: 3752.139160
	Iteration 6F: 3 clusters Score -1.29783e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -12985117.000000 Penalty: 3752.139160
	Iteration 7F: 3 clusters Score -1.298512e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -12989665.000000 Penalty: 3752.139160
	Iteration 8F: 3 clusters Score -1.298966e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -12992140.000000 Penalty: 3752.139160
	Iteration 9Q: 3 clusters Score -1.299214e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -12993460.000000 Penalty: 3752.139160
	Iteration 10Q: 3 clusters Score -1.299346e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -12994062.000000 Penalty: 3752.139160
	Iteration 11Q: 3 clusters Score -1.299406e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -12994421.000000 Penalty: 3752.139160
	Iteration 12Q: 3 clusters Score -1.299442e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -12994568.000000 Penalty: 3752.139160
	Iteration 13Q: 3 clusters Score -1.299457e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -12994648.000000 Penalty: 3752.139160
	Iteration 14Q: 3 clusters Score -1.299465e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 102184 members 
Entering Unmasked Estep 
Score: -12994694.000000 Penalty: 3752.139160
	Iteration 15Q: 3 clusters Score -1.299469e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -12994746.000000 Penalty: 3752.139160
	Iteration 16Q: 3 clusters Score -1.299475e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 102320 members 
Entering Unmasked Estep 
Score: -12994750.000000 Penalty: 3752.139160
	Iteration 17Q: 3 clusters Score -1.299475e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -12994806.000000 Penalty: 3752.139160
	Iteration 18Q: 3 clusters Score -1.299481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -12994822.000000 Penalty: 3752.139160
	Iteration 19Q: 3 clusters Score -1.299482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -12994829.000000 Penalty: 3752.139160
	Iteration 20F: 3 clusters Score -1.299483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -12994843.000000 Penalty: 3752.139160
	Iteration 21Q: 3 clusters Score -1.299484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -12994863.000000 Penalty: 3752.139160
	Iteration 22Q: 3 clusters Score -1.299486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -12994873.000000 Penalty: 3752.139160
	Iteration 23Q: 3 clusters Score -1.299487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -12994890.000000 Penalty: 3752.139160
	Iteration 24Q: 3 clusters Score -1.299489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -12994896.000000 Penalty: 3752.139160
	Iteration 25Q: 3 clusters Score -1.29949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 102462 members 
Entering Unmasked Estep 
Score: -12994891.000000 Penalty: 3752.139160
	Iteration 26Q: 3 clusters Score -1.299489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -12994903.000000 Penalty: 3752.139160
	Iteration 27Q: 3 clusters Score -1.29949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -12994915.000000 Penalty: 3752.139160
	Iteration 28Q: 3 clusters Score -1.299492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -12994928.000000 Penalty: 3752.139160
	Iteration 29Q: 3 clusters Score -1.299493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -12994951.000000 Penalty: 3752.139160
	Iteration 30Q: 3 clusters Score -1.299495e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -12994959.000000 Penalty: 3752.139160
	Iteration 31Q: 3 clusters Score -1.299496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -12994973.000000 Penalty: 3752.139160
	Iteration 32Q: 3 clusters Score -1.299497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -12994980.000000 Penalty: 3752.139160
	Iteration 33Q: 3 clusters Score -1.299498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -12994994.000000 Penalty: 3752.139160
	Iteration 34Q: 3 clusters Score -1.299499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 102493 members 
Entering Unmasked Estep 
Score: -12995009.000000 Penalty: 3752.139160
	Iteration 35Q: 3 clusters Score -1.299501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -12995006.000000 Penalty: 3752.139160
	Iteration 36Q: 3 clusters Score -1.299501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -12995021.000000 Penalty: 3752.139160
	Iteration 37Q: 3 clusters Score -1.299502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -12995021.000000 Penalty: 3752.139160
	Iteration 38Q: 3 clusters Score -1.299502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 102512 members 
Entering Unmasked Estep 
Score: -12995011.000000 Penalty: 3752.139160
	Iteration 39Q: 3 clusters Score -1.299501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -12995017.000000 Penalty: 3752.139160
	Iteration 40F: 3 clusters Score -1.299502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -12995027.000000 Penalty: 3752.139160
	Iteration 41Q: 3 clusters Score -1.299503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -12995026.000000 Penalty: 3752.139160
	Iteration 42Q: 3 clusters Score -1.299503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -12995024.000000 Penalty: 3752.139160
	Iteration 43Q: 3 clusters Score -1.299502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -12995024.000000 Penalty: 3752.139160
	Iteration 44Q: 3 clusters Score -1.299502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -12995037.000000 Penalty: 3752.139160
	Iteration 45Q: 3 clusters Score -1.299504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -12995031.000000 Penalty: 3752.139160
	Iteration 46Q: 3 clusters Score -1.299503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -12995036.000000 Penalty: 3752.139160
	Iteration 47Q: 3 clusters Score -1.299504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -12995040.000000 Penalty: 3752.139160
	Iteration 48Q: 3 clusters Score -1.299504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -12995045.000000 Penalty: 3752.139160
	Iteration 49Q: 3 clusters Score -1.299504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -12995046.000000 Penalty: 3752.139160
	Iteration 50Q: 3 clusters Score -1.299505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -12995057.000000 Penalty: 3752.139160
	Iteration 51Q: 3 clusters Score -1.299506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -12995057.000000 Penalty: 3752.139160
	Iteration 52Q: 3 clusters Score -1.299506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -12995057.000000 Penalty: 3752.139160
	Iteration 53Q: 3 clusters Score -1.299506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -12995057.000000 Penalty: 3752.139160
	Iteration 54F: 3 clusters Score -1.299506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (109795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Entering Unmasked Estep 
Score: -13903099.000000 Penalty: 1886.035156
	Iteration 0F: 2 clusters Score -1.39031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -13831557.000000 Penalty: 3772.070312
	Iteration 0F: 3 clusters Score -1.383156e+07 nChanged 52591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -13862611.000000 Penalty: 3772.070312
	Iteration 1F: 3 clusters Score -1.386261e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -13864014.000000 Penalty: 3772.070312
	Iteration 2Q: 3 clusters Score -1.386401e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -13866040.000000 Penalty: 3772.070312
	Iteration 3Q: 3 clusters Score -1.386604e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -13869466.000000 Penalty: 3772.070312
	Iteration 4F: 3 clusters Score -1.386947e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -13874924.000000 Penalty: 3772.070312
	Iteration 5F: 3 clusters Score -1.387492e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -13882469.000000 Penalty: 3772.070312
	Iteration 6F: 3 clusters Score -1.388247e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -13889384.000000 Penalty: 3772.070312
	Iteration 7F: 3 clusters Score -1.388938e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -13893315.000000 Penalty: 3772.070312
	Iteration 8F: 3 clusters Score -1.389332e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -13894991.000000 Penalty: 3772.070312
	Iteration 9Q: 3 clusters Score -1.389499e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -13895740.000000 Penalty: 3772.070312
	Iteration 10Q: 3 clusters Score -1.389574e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -13896217.000000 Penalty: 3772.070312
	Iteration 11Q: 3 clusters Score -1.389622e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -13896671.000000 Penalty: 3772.070312
	Iteration 12Q: 3 clusters Score -1.389667e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -13897108.000000 Penalty: 3772.070312
	Iteration 13Q: 3 clusters Score -1.389711e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -13897431.000000 Penalty: 3772.070312
	Iteration 14Q: 3 clusters Score -1.389743e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -13897829.000000 Penalty: 3772.070312
	Iteration 15Q: 3 clusters Score -1.389783e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -13898208.000000 Penalty: 3772.070312
	Iteration 16Q: 3 clusters Score -1.389821e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -13898544.000000 Penalty: 3772.070312
	Iteration 17Q: 3 clusters Score -1.389854e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -13898824.000000 Penalty: 3772.070312
	Iteration 18Q: 3 clusters Score -1.389882e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -13899163.000000 Penalty: 3772.070312
	Iteration 19Q: 3 clusters Score -1.389916e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -13899410.000000 Penalty: 3772.070312
	Iteration 20F: 3 clusters Score -1.389941e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -13899704.000000 Penalty: 3772.070312
	Iteration 21Q: 3 clusters Score -1.38997e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -13899999.000000 Penalty: 3772.070312
	Iteration 22Q: 3 clusters Score -1.39e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -13900241.000000 Penalty: 3772.070312
	Iteration 23Q: 3 clusters Score -1.390024e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -13900514.000000 Penalty: 3772.070312
	Iteration 24Q: 3 clusters Score -1.390051e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 100704 members 
Entering Unmasked Estep 
Score: -13900849.000000 Penalty: 3772.070312
	Iteration 25Q: 3 clusters Score -1.390085e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -13901048.000000 Penalty: 3772.070312
	Iteration 26Q: 3 clusters Score -1.390105e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 102512 members 
Entering Unmasked Estep 
Score: -13901338.000000 Penalty: 3772.070312
	Iteration 27Q: 3 clusters Score -1.390134e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -13901482.000000 Penalty: 3772.070312
	Iteration 28Q: 3 clusters Score -1.390148e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -13901659.000000 Penalty: 3772.070312
	Iteration 29Q: 3 clusters Score -1.390166e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -13901719.000000 Penalty: 3772.070312
	Iteration 30Q: 3 clusters Score -1.390172e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -13901848.000000 Penalty: 3772.070312
	Iteration 31Q: 3 clusters Score -1.390185e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -13901934.000000 Penalty: 3772.070312
	Iteration 32Q: 3 clusters Score -1.390193e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -13901968.000000 Penalty: 3772.070312
	Iteration 33Q: 3 clusters Score -1.390197e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -13901964.000000 Penalty: 3772.070312
	Iteration 34Q: 3 clusters Score -1.390196e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -13901943.000000 Penalty: 3772.070312
	Iteration 35Q: 3 clusters Score -1.390194e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -13901997.000000 Penalty: 3772.070312
	Iteration 36Q: 3 clusters Score -1.3902e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -13902008.000000 Penalty: 3772.070312
	Iteration 37Q: 3 clusters Score -1.390201e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -13902025.000000 Penalty: 3772.070312
	Iteration 38Q: 3 clusters Score -1.390202e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -13902007.000000 Penalty: 3772.070312
	Iteration 39Q: 3 clusters Score -1.390201e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -13902012.000000 Penalty: 3772.070312
	Iteration 40F: 3 clusters Score -1.390201e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 108595 members 
Entering Unmasked Estep 
Score: -13901997.000000 Penalty: 3772.070312
	Iteration 41Q: 3 clusters Score -1.3902e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -13901973.000000 Penalty: 3772.070312
	Iteration 42Q: 3 clusters Score -1.390197e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -13901998.000000 Penalty: 3772.070312
	Iteration 43Q: 3 clusters Score -1.3902e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -13901975.000000 Penalty: 3772.070312
	Iteration 44Q: 3 clusters Score -1.390198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -13901989.000000 Penalty: 3772.070312
	Iteration 45Q: 3 clusters Score -1.390199e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 108892 members 
Entering Unmasked Estep 
Score: -13901988.000000 Penalty: 3772.070312
	Iteration 46Q: 3 clusters Score -1.390199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -13901979.000000 Penalty: 3772.070312
	Iteration 47Q: 3 clusters Score -1.390198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 108934 members 
Entering Unmasked Estep 
Score: -13901976.000000 Penalty: 3772.070312
	Iteration 48Q: 3 clusters Score -1.390198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -13901971.000000 Penalty: 3772.070312
	Iteration 49Q: 3 clusters Score -1.390197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -13901976.000000 Penalty: 3772.070312
	Iteration 50Q: 3 clusters Score -1.390198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -13901977.000000 Penalty: 3772.070312
	Iteration 51Q: 3 clusters Score -1.390198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -13901977.000000 Penalty: 3772.070312
	Iteration 52Q: 3 clusters Score -1.390198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -13901982.000000 Penalty: 3772.070312
	Iteration 53Q: 3 clusters Score -1.390198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -13901988.000000 Penalty: 3772.070312
	Iteration 54Q: 3 clusters Score -1.390199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -13901977.000000 Penalty: 3772.070312
	Iteration 55Q: 3 clusters Score -1.390198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 109017 members 
Entering Unmasked Estep 
Score: -13901978.000000 Penalty: 3772.070312
	Iteration 56Q: 3 clusters Score -1.390198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -13901979.000000 Penalty: 3772.070312
	Iteration 57Q: 3 clusters Score -1.390198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -13901975.000000 Penalty: 3772.070312
	Iteration 58Q: 3 clusters Score -1.390198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -13901977.000000 Penalty: 3772.070312
	Iteration 59Q: 3 clusters Score -1.390198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -13901979.000000 Penalty: 3772.070312
	Iteration 60F: 3 clusters Score -1.390198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Entering Unmasked Estep 
Score: -5313625.500000 Penalty: 1729.664673
	Iteration 0F: 2 clusters Score -5313626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5285434.000000 Penalty: 3459.329346
	Iteration 0F: 3 clusters Score -5285434 nChanged 19629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5296653.500000 Penalty: 3459.329346
	Iteration 1F: 3 clusters Score -5296654 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5297242.000000 Penalty: 3459.329346
	Iteration 2Q: 3 clusters Score -5297242 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -5298063.000000 Penalty: 3459.329346
	Iteration 3Q: 3 clusters Score -5298063 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -5299300.500000 Penalty: 3459.329346
	Iteration 4F: 3 clusters Score -5299300 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5301195.500000 Penalty: 3459.329346
	Iteration 5F: 3 clusters Score -5301196 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -5303893.500000 Penalty: 3459.329346
	Iteration 6F: 3 clusters Score -5303894 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -5306925.000000 Penalty: 3459.329346
	Iteration 7F: 3 clusters Score -5306925 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -5309488.000000 Penalty: 3459.329346
	Iteration 8F: 3 clusters Score -5309488 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -5310882.000000 Penalty: 3459.329346
	Iteration 9Q: 3 clusters Score -5310882 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5311567.500000 Penalty: 3459.329346
	Iteration 10Q: 3 clusters Score -5311568 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5311848.000000 Penalty: 3459.329346
	Iteration 11Q: 3 clusters Score -5311848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5311977.500000 Penalty: 3459.329346
	Iteration 12Q: 3 clusters Score -5311978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5312047.500000 Penalty: 3459.329346
	Iteration 13Q: 3 clusters Score -5312048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5312091.000000 Penalty: 3459.329346
	Iteration 14Q: 3 clusters Score -5312091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5312111.500000 Penalty: 3459.329346
	Iteration 15Q: 3 clusters Score -5312112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5312136.500000 Penalty: 3459.329346
	Iteration 16Q: 3 clusters Score -5312136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -5312151.500000 Penalty: 3459.329346
	Iteration 17Q: 3 clusters Score -5312152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5312163.500000 Penalty: 3459.329346
	Iteration 18Q: 3 clusters Score -5312164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5312167.000000 Penalty: 3459.329346
	Iteration 19Q: 3 clusters Score -5312167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5312181.500000 Penalty: 3459.329346
	Iteration 20F: 3 clusters Score -5312182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5312192.000000 Penalty: 3459.329346
	Iteration 21Q: 3 clusters Score -5312192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5312194.000000 Penalty: 3459.329346
	Iteration 22Q: 3 clusters Score -5312194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5312196.000000 Penalty: 3459.329346
	Iteration 23Q: 3 clusters Score -5312196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5312199.000000 Penalty: 3459.329346
	Iteration 24Q: 3 clusters Score -5312199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5312201.000000 Penalty: 3459.329346
	Iteration 25Q: 3 clusters Score -5312201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5312204.000000 Penalty: 3459.329346
	Iteration 26Q: 3 clusters Score -5312204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5312206.500000 Penalty: 3459.329346
	Iteration 27Q: 3 clusters Score -5312206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5312210.000000 Penalty: 3459.329346
	Iteration 28Q: 3 clusters Score -5312210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -5312210.000000 Penalty: 3459.329346
	Iteration 29Q: 3 clusters Score -5312210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -5312210.000000 Penalty: 3459.329346
	Iteration 30F: 3 clusters Score -5312210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38748.539062 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -38748.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37884.816406 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -37884.82 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38571.484375 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -38571.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38860.113281 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -38860.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39013.695312 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -39013.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39081.425781 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -39081.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39121.523438 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -39121.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39142.671875 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -39142.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39144.117188 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -39144.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39146.500000 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -39146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39146.500000 Penalty: 2011.185791
	Iteration 9F: 3 clusters Score -39146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96913 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103264 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 103489 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124146 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111279 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11706 members 
Mstep: Class 40 contains 273 members 
Entering Unmasked Estep 
Score: -141751088.000000 Penalty: 90746.617188
Splitting cluster 17 changes total score from -141751936.000000 to -141751088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (8003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Entering Unmasked Estep 
Score: -987279.875000 Penalty: 1460.480347
	Iteration 0F: 2 clusters Score -987279.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -981383.562500 Penalty: 2920.960693
	Iteration 0F: 3 clusters Score -981383.6 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -983243.750000 Penalty: 2920.960693
	Iteration 1F: 3 clusters Score -983243.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -983473.875000 Penalty: 2920.960693
	Iteration 2F: 3 clusters Score -983473.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -983633.937500 Penalty: 2920.960693
	Iteration 3F: 3 clusters Score -983633.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -983750.312500 Penalty: 2920.960693
	Iteration 4Q: 3 clusters Score -983750.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -983855.375000 Penalty: 2920.960693
	Iteration 5Q: 3 clusters Score -983855.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -983959.000000 Penalty: 2920.960693
	Iteration 6Q: 3 clusters Score -983959 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -984086.125000 Penalty: 2920.960693
	Iteration 7Q: 3 clusters Score -984086.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -984202.937500 Penalty: 2920.960693
	Iteration 8Q: 3 clusters Score -984202.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -984321.000000 Penalty: 2920.960693
	Iteration 9Q: 3 clusters Score -984321 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -984459.187500 Penalty: 2920.960693
	Iteration 10Q: 3 clusters Score -984459.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -984591.937500 Penalty: 2920.960693
	Iteration 11Q: 3 clusters Score -984591.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -984743.437500 Penalty: 2920.960693
	Iteration 12Q: 3 clusters Score -984743.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -984905.687500 Penalty: 2920.960693
	Iteration 13Q: 3 clusters Score -984905.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -985073.000000 Penalty: 2920.960693
	Iteration 14Q: 3 clusters Score -985073 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -985241.500000 Penalty: 2920.960693
	Iteration 15Q: 3 clusters Score -985241.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -985419.000000 Penalty: 2920.960693
	Iteration 16Q: 3 clusters Score -985419 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -985558.187500 Penalty: 2920.960693
	Iteration 17Q: 3 clusters Score -985558.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -985698.312500 Penalty: 2920.960693
	Iteration 18Q: 3 clusters Score -985698.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -985805.500000 Penalty: 2920.960693
	Iteration 19Q: 3 clusters Score -985805.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -985882.312500 Penalty: 2920.960693
	Iteration 20F: 3 clusters Score -985882.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -985954.812500 Penalty: 2920.960693
	Iteration 21Q: 3 clusters Score -985954.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -986008.750000 Penalty: 2920.960693
	Iteration 22Q: 3 clusters Score -986008.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -986044.062500 Penalty: 2920.960693
	Iteration 23Q: 3 clusters Score -986044.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -986069.125000 Penalty: 2920.960693
	Iteration 24Q: 3 clusters Score -986069.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -986088.750000 Penalty: 2920.960693
	Iteration 25Q: 3 clusters Score -986088.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -986095.125000 Penalty: 2920.960693
	Iteration 26Q: 3 clusters Score -986095.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -986100.500000 Penalty: 2920.960693
	Iteration 27Q: 3 clusters Score -986100.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -986108.562500 Penalty: 2920.960693
	Iteration 28Q: 3 clusters Score -986108.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -986118.375000 Penalty: 2920.960693
	Iteration 29Q: 3 clusters Score -986118.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -986120.250000 Penalty: 2920.960693
	Iteration 30Q: 3 clusters Score -986120.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -986124.875000 Penalty: 2920.960693
	Iteration 31Q: 3 clusters Score -986124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -986130.125000 Penalty: 2920.960693
	Iteration 32Q: 3 clusters Score -986130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -986131.312500 Penalty: 2920.960693
	Iteration 33Q: 3 clusters Score -986131.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -986136.750000 Penalty: 2920.960693
	Iteration 34Q: 3 clusters Score -986136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -986141.250000 Penalty: 2920.960693
	Iteration 35Q: 3 clusters Score -986141.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -986144.625000 Penalty: 2920.960693
	Iteration 36Q: 3 clusters Score -986144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -986148.562500 Penalty: 2920.960693
	Iteration 37Q: 3 clusters Score -986148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -986153.625000 Penalty: 2920.960693
	Iteration 38Q: 3 clusters Score -986153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -986154.500000 Penalty: 2920.960693
	Iteration 39Q: 3 clusters Score -986154.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -986162.875000 Penalty: 2920.960693
	Iteration 40F: 3 clusters Score -986162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -986164.812500 Penalty: 2920.960693
	Iteration 41Q: 3 clusters Score -986164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -986170.375000 Penalty: 2920.960693
	Iteration 42Q: 3 clusters Score -986170.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -986171.875000 Penalty: 2920.960693
	Iteration 43Q: 3 clusters Score -986171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -986174.437500 Penalty: 2920.960693
	Iteration 44Q: 3 clusters Score -986174.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -986176.062500 Penalty: 2920.960693
	Iteration 45Q: 3 clusters Score -986176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -986177.812500 Penalty: 2920.960693
	Iteration 46Q: 3 clusters Score -986177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -986178.312500 Penalty: 2920.960693
	Iteration 47Q: 3 clusters Score -986178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -986178.250000 Penalty: 2920.960693
	Iteration 48Q: 3 clusters Score -986178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -986180.437500 Penalty: 2920.960693
	Iteration 49Q: 3 clusters Score -986180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -986181.000000 Penalty: 2920.960693
	Iteration 50Q: 3 clusters Score -986181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -986181.000000 Penalty: 2920.960693
	Iteration 51F: 3 clusters Score -986181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Entering Unmasked Estep 
Score: -13121063.000000 Penalty: 1876.423340
	Iteration 0F: 2 clusters Score -1.312106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -13052756.000000 Penalty: 3752.846680
	Iteration 0F: 3 clusters Score -1.305276e+07 nChanged 49803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -13081820.000000 Penalty: 3752.846680
	Iteration 1F: 3 clusters Score -1.308182e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -13083057.000000 Penalty: 3752.846680
	Iteration 2Q: 3 clusters Score -1.308306e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -13085082.000000 Penalty: 3752.846680
	Iteration 3Q: 3 clusters Score -1.308508e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -13088382.000000 Penalty: 3752.846680
	Iteration 4F: 3 clusters Score -1.308838e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -13094087.000000 Penalty: 3752.846680
	Iteration 5F: 3 clusters Score -1.309409e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -13102222.000000 Penalty: 3752.846680
	Iteration 6F: 3 clusters Score -1.310222e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -13110635.000000 Penalty: 3752.846680
	Iteration 7F: 3 clusters Score -1.311064e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -13115934.000000 Penalty: 3752.846680
	Iteration 8F: 3 clusters Score -1.311593e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 102136 members 
Entering Unmasked Estep 
Score: -13118273.000000 Penalty: 3752.846680
	Iteration 9Q: 3 clusters Score -1.311827e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -13119001.000000 Penalty: 3752.846680
	Iteration 10Q: 3 clusters Score -1.3119e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -13119241.000000 Penalty: 3752.846680
	Iteration 11Q: 3 clusters Score -1.311924e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103256 members 
Entering Unmasked Estep 
Score: -13119323.000000 Penalty: 3752.846680
	Iteration 12Q: 3 clusters Score -1.311932e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -13119379.000000 Penalty: 3752.846680
	Iteration 13Q: 3 clusters Score -1.311938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 103299 members 
Entering Unmasked Estep 
Score: -13119394.000000 Penalty: 3752.846680
	Iteration 14Q: 3 clusters Score -1.311939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 103307 members 
Entering Unmasked Estep 
Score: -13119420.000000 Penalty: 3752.846680
	Iteration 15Q: 3 clusters Score -1.311942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -13119422.000000 Penalty: 3752.846680
	Iteration 16Q: 3 clusters Score -1.311942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -13119427.000000 Penalty: 3752.846680
	Iteration 17Q: 3 clusters Score -1.311943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -13119420.000000 Penalty: 3752.846680
	Iteration 18Q: 3 clusters Score -1.311942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -13119420.000000 Penalty: 3752.846680
	Iteration 19F: 3 clusters Score -1.311942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -553070.062500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -553070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -549358.375000 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -549358.4 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -550394.125000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -550394.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -550534.500000 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -550534.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -550633.625000 Penalty: 2739.927490
	Iteration 3Q: 3 clusters Score -550633.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -550710.937500 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -550710.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -550774.250000 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -550774.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -550823.812500 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -550823.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -550887.500000 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -550887.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -550948.375000 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -550948.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -551005.562500 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -551005.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -551076.812500 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -551076.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -551149.312500 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -551149.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -551222.250000 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -551222.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -551318.812500 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -551318.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -551410.812500 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -551410.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -551506.250000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -551506.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -551581.625000 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -551581.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -551640.312500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -551640.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -551691.250000 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -551691.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -551731.500000 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -551731.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -551765.375000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -551765.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -551793.062500 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -551793.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -551813.937500 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -551813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -551826.187500 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -551826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -551833.875000 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -551833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -551839.937500 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -551839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -551848.562500 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -551848.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -551860.312500 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -551860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -551874.250000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -551874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -551878.562500 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -551878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -551882.062500 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -551882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -551883.312500 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -551883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -551887.125000 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -551887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -551887.125000 Penalty: 2739.927490
	Iteration 33F: 3 clusters Score -551887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -28814.193359 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -28814.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27876.869141 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -27876.87 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28349.119141 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -28349.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28569.130859 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -28569.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28888.947266 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -28888.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29191.138672 Penalty: 1984.057739
	Iteration 4F: 3 clusters Score -29191.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29415.898438 Penalty: 1984.057739
	Iteration 5F: 3 clusters Score -29415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29530.248047 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -29530.25 nChanged 1
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: -29548.423828 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -29548.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29549.537109 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -29549.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29549.537109 Penalty: 1984.057739
	Iteration 9F: 3 clusters Score -29549.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96913 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103264 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 103489 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124146 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111279 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11706 members 
Mstep: Class 40 contains 232 members 
Entering Unmasked Estep 
Score: -141751408.000000 Penalty: 90746.617188
Splitting cluster 21 changes total score from -141751936.000000 to -141751408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (63075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Entering Unmasked Estep 
Score: -7960359.500000 Penalty: 1795.963013
	Iteration 0F: 2 clusters Score -7960360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -7918492.000000 Penalty: 3591.926025
	Iteration 0F: 3 clusters Score -7918492 nChanged 29785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7936092.500000 Penalty: 3591.926025
	Iteration 1F: 3 clusters Score -7936092 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -7937625.500000 Penalty: 3591.926025
	Iteration 2F: 3 clusters Score -7937626 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -7940134.000000 Penalty: 3591.926025
	Iteration 3F: 3 clusters Score -7940134 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -7943912.000000 Penalty: 3591.926025
	Iteration 4F: 3 clusters Score -7943912 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -7948590.000000 Penalty: 3591.926025
	Iteration 5F: 3 clusters Score -7948590 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -7952879.500000 Penalty: 3591.926025
	Iteration 6F: 3 clusters Score -7952880 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -7955841.000000 Penalty: 3591.926025
	Iteration 7Q: 3 clusters Score -7955841 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -7957480.500000 Penalty: 3591.926025
	Iteration 8Q: 3 clusters Score -7957480 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -7958127.000000 Penalty: 3591.926025
	Iteration 9Q: 3 clusters Score -7958127 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -7958417.500000 Penalty: 3591.926025
	Iteration 10Q: 3 clusters Score -7958418 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -7958559.500000 Penalty: 3591.926025
	Iteration 11Q: 3 clusters Score -7958560 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7958714.500000 Penalty: 3591.926025
	Iteration 12Q: 3 clusters Score -7958714 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7958782.500000 Penalty: 3591.926025
	Iteration 13Q: 3 clusters Score -7958782 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7958858.500000 Penalty: 3591.926025
	Iteration 14Q: 3 clusters Score -7958858 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7958900.500000 Penalty: 3591.926025
	Iteration 15Q: 3 clusters Score -7958900 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7958947.500000 Penalty: 3591.926025
	Iteration 16Q: 3 clusters Score -7958948 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7959004.500000 Penalty: 3591.926025
	Iteration 17Q: 3 clusters Score -7959004 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7959039.500000 Penalty: 3591.926025
	Iteration 18Q: 3 clusters Score -7959040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7959074.000000 Penalty: 3591.926025
	Iteration 19Q: 3 clusters Score -7959074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7959117.500000 Penalty: 3591.926025
	Iteration 20F: 3 clusters Score -7959118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7959142.000000 Penalty: 3591.926025
	Iteration 21Q: 3 clusters Score -7959142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7959146.500000 Penalty: 3591.926025
	Iteration 22Q: 3 clusters Score -7959146 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7959174.500000 Penalty: 3591.926025
	Iteration 23Q: 3 clusters Score -7959174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7959168.500000 Penalty: 3591.926025
	Iteration 24Q: 3 clusters Score -7959168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7959158.500000 Penalty: 3591.926025
	Iteration 25Q: 3 clusters Score -7959158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7959172.500000 Penalty: 3591.926025
	Iteration 26Q: 3 clusters Score -7959172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7959168.000000 Penalty: 3591.926025
	Iteration 27Q: 3 clusters Score -7959168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7959181.500000 Penalty: 3591.926025
	Iteration 28Q: 3 clusters Score -7959182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7959190.000000 Penalty: 3591.926025
	Iteration 29Q: 3 clusters Score -7959190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7959181.500000 Penalty: 3591.926025
	Iteration 30Q: 3 clusters Score -7959182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7959174.500000 Penalty: 3591.926025
	Iteration 31Q: 3 clusters Score -7959174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7959186.500000 Penalty: 3591.926025
	Iteration 32Q: 3 clusters Score -7959186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7959196.500000 Penalty: 3591.926025
	Iteration 33Q: 3 clusters Score -7959196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7959201.000000 Penalty: 3591.926025
	Iteration 34Q: 3 clusters Score -7959201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7959192.000000 Penalty: 3591.926025
	Iteration 35Q: 3 clusters Score -7959192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7959210.500000 Penalty: 3591.926025
	Iteration 36Q: 3 clusters Score -7959210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7959206.500000 Penalty: 3591.926025
	Iteration 37Q: 3 clusters Score -7959206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7959203.000000 Penalty: 3591.926025
	Iteration 38Q: 3 clusters Score -7959203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7959202.000000 Penalty: 3591.926025
	Iteration 39Q: 3 clusters Score -7959202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7959200.000000 Penalty: 3591.926025
	Iteration 40F: 3 clusters Score -7959200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7959202.500000 Penalty: 3591.926025
	Iteration 41Q: 3 clusters Score -7959202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7959205.000000 Penalty: 3591.926025
	Iteration 42Q: 3 clusters Score -7959205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7959203.500000 Penalty: 3591.926025
	Iteration 43Q: 3 clusters Score -7959204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7959201.500000 Penalty: 3591.926025
	Iteration 44Q: 3 clusters Score -7959202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7959205.500000 Penalty: 3591.926025
	Iteration 45Q: 3 clusters Score -7959206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7959208.000000 Penalty: 3591.926025
	Iteration 46Q: 3 clusters Score -7959208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7959210.500000 Penalty: 3591.926025
	Iteration 47Q: 3 clusters Score -7959210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7959213.000000 Penalty: 3591.926025
	Iteration 48Q: 3 clusters Score -7959213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7959213.000000 Penalty: 3591.926025
	Iteration 49F: 3 clusters Score -7959213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -284955.843750 Penalty: 1261.421875
	Iteration 0F: 2 clusters Score -284955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -282663.125000 Penalty: 2522.843750
	Iteration 0F: 3 clusters Score -282663.1 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -283208.343750 Penalty: 2522.843750
	Iteration 1F: 3 clusters Score -283208.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -283361.718750 Penalty: 2522.843750
	Iteration 2F: 3 clusters Score -283361.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -283473.562500 Penalty: 2522.843750
	Iteration 3F: 3 clusters Score -283473.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -283547.062500 Penalty: 2522.843750
	Iteration 4Q: 3 clusters Score -283547.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -283619.312500 Penalty: 2522.843750
	Iteration 5Q: 3 clusters Score -283619.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -283688.812500 Penalty: 2522.843750
	Iteration 6Q: 3 clusters Score -283688.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -283767.093750 Penalty: 2522.843750
	Iteration 7Q: 3 clusters Score -283767.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -283849.937500 Penalty: 2522.843750
	Iteration 8Q: 3 clusters Score -283849.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -283933.031250 Penalty: 2522.843750
	Iteration 9Q: 3 clusters Score -283933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -284007.781250 Penalty: 2522.843750
	Iteration 10Q: 3 clusters Score -284007.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -284083.093750 Penalty: 2522.843750
	Iteration 11Q: 3 clusters Score -284083.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -284146.687500 Penalty: 2522.843750
	Iteration 12Q: 3 clusters Score -284146.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -284189.718750 Penalty: 2522.843750
	Iteration 13Q: 3 clusters Score -284189.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -284215.187500 Penalty: 2522.843750
	Iteration 14Q: 3 clusters Score -284215.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -284240.156250 Penalty: 2522.843750
	Iteration 15Q: 3 clusters Score -284240.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -284262.875000 Penalty: 2522.843750
	Iteration 16Q: 3 clusters Score -284262.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -284284.687500 Penalty: 2522.843750
	Iteration 17Q: 3 clusters Score -284284.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -284307.156250 Penalty: 2522.843750
	Iteration 18Q: 3 clusters Score -284307.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -284322.718750 Penalty: 2522.843750
	Iteration 19Q: 3 clusters Score -284322.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -284343.687500 Penalty: 2522.843750
	Iteration 20F: 3 clusters Score -284343.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -284363.468750 Penalty: 2522.843750
	Iteration 21Q: 3 clusters Score -284363.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -284401.937500 Penalty: 2522.843750
	Iteration 22Q: 3 clusters Score -284401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -284441.500000 Penalty: 2522.843750
	Iteration 23Q: 3 clusters Score -284441.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -284468.656250 Penalty: 2522.843750
	Iteration 24Q: 3 clusters Score -284468.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -284478.031250 Penalty: 2522.843750
	Iteration 25Q: 3 clusters Score -284478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -284486.312500 Penalty: 2522.843750
	Iteration 26Q: 3 clusters Score -284486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -284490.593750 Penalty: 2522.843750
	Iteration 27Q: 3 clusters Score -284490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -284491.218750 Penalty: 2522.843750
	Iteration 28Q: 3 clusters Score -284491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -284492.687500 Penalty: 2522.843750
	Iteration 29Q: 3 clusters Score -284492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -284492.687500 Penalty: 2522.843750
	Iteration 30F: 3 clusters Score -284492.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1721622.000000 Penalty: 1551.890015
	Iteration 0F: 2 clusters Score -1721622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1711889.000000 Penalty: 3103.780029
	Iteration 0F: 3 clusters Score -1711889 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1715411.375000 Penalty: 3103.780029
	Iteration 1F: 3 clusters Score -1715411 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1715763.375000 Penalty: 3103.780029
	Iteration 2F: 3 clusters Score -1715763 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1716064.000000 Penalty: 3103.780029
	Iteration 3F: 3 clusters Score -1716064 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1716374.125000 Penalty: 3103.780029
	Iteration 4Q: 3 clusters Score -1716374 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1716724.375000 Penalty: 3103.780029
	Iteration 5Q: 3 clusters Score -1716724 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1717075.125000 Penalty: 3103.780029
	Iteration 6Q: 3 clusters Score -1717075 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1717472.750000 Penalty: 3103.780029
	Iteration 7Q: 3 clusters Score -1717473 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1717963.500000 Penalty: 3103.780029
	Iteration 8F: 3 clusters Score -1717964 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1718496.250000 Penalty: 3103.780029
	Iteration 9F: 3 clusters Score -1718496 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1718959.000000 Penalty: 3103.780029
	Iteration 10F: 3 clusters Score -1718959 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1719237.750000 Penalty: 3103.780029
	Iteration 11Q: 3 clusters Score -1719238 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1719453.625000 Penalty: 3103.780029
	Iteration 12Q: 3 clusters Score -1719454 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1719616.625000 Penalty: 3103.780029
	Iteration 13Q: 3 clusters Score -1719617 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1719756.625000 Penalty: 3103.780029
	Iteration 14Q: 3 clusters Score -1719757 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1719885.375000 Penalty: 3103.780029
	Iteration 15Q: 3 clusters Score -1719885 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1719982.875000 Penalty: 3103.780029
	Iteration 16Q: 3 clusters Score -1719983 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1720081.750000 Penalty: 3103.780029
	Iteration 17Q: 3 clusters Score -1720082 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1720173.750000 Penalty: 3103.780029
	Iteration 18Q: 3 clusters Score -1720174 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1720253.375000 Penalty: 3103.780029
	Iteration 19Q: 3 clusters Score -1720253 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1720329.750000 Penalty: 3103.780029
	Iteration 20F: 3 clusters Score -1720330 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1720395.250000 Penalty: 3103.780029
	Iteration 21Q: 3 clusters Score -1720395 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1720457.750000 Penalty: 3103.780029
	Iteration 22Q: 3 clusters Score -1720458 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1720527.375000 Penalty: 3103.780029
	Iteration 23Q: 3 clusters Score -1720527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1720583.625000 Penalty: 3103.780029
	Iteration 24Q: 3 clusters Score -1720584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1720627.875000 Penalty: 3103.780029
	Iteration 25Q: 3 clusters Score -1720628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1720668.625000 Penalty: 3103.780029
	Iteration 26Q: 3 clusters Score -1720669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1720686.500000 Penalty: 3103.780029
	Iteration 27Q: 3 clusters Score -1720686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1720718.375000 Penalty: 3103.780029
	Iteration 28Q: 3 clusters Score -1720718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1720743.000000 Penalty: 3103.780029
	Iteration 29Q: 3 clusters Score -1720743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1720761.000000 Penalty: 3103.780029
	Iteration 30Q: 3 clusters Score -1720761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1720769.375000 Penalty: 3103.780029
	Iteration 31Q: 3 clusters Score -1720769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1720781.750000 Penalty: 3103.780029
	Iteration 32Q: 3 clusters Score -1720782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1720792.625000 Penalty: 3103.780029
	Iteration 33Q: 3 clusters Score -1720793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1720799.375000 Penalty: 3103.780029
	Iteration 34Q: 3 clusters Score -1720799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1720800.250000 Penalty: 3103.780029
	Iteration 35Q: 3 clusters Score -1720800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1720812.125000 Penalty: 3103.780029
	Iteration 36Q: 3 clusters Score -1720812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1720818.750000 Penalty: 3103.780029
	Iteration 37Q: 3 clusters Score -1720819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1720822.375000 Penalty: 3103.780029
	Iteration 38Q: 3 clusters Score -1720822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1720826.625000 Penalty: 3103.780029
	Iteration 39Q: 3 clusters Score -1720827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1720828.375000 Penalty: 3103.780029
	Iteration 40F: 3 clusters Score -1720828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1720828.250000 Penalty: 3103.780029
	Iteration 41Q: 3 clusters Score -1720828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1720828.750000 Penalty: 3103.780029
	Iteration 42Q: 3 clusters Score -1720829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1720830.875000 Penalty: 3103.780029
	Iteration 43Q: 3 clusters Score -1720831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1720831.750000 Penalty: 3103.780029
	Iteration 44Q: 3 clusters Score -1720832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1720835.750000 Penalty: 3103.780029
	Iteration 45Q: 3 clusters Score -1720836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1720837.000000 Penalty: 3103.780029
	Iteration 46Q: 3 clusters Score -1720837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1720843.000000 Penalty: 3103.780029
	Iteration 47Q: 3 clusters Score -1720843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1720840.500000 Penalty: 3103.780029
	Iteration 48Q: 3 clusters Score -1720840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1720842.000000 Penalty: 3103.780029
	Iteration 49Q: 3 clusters Score -1720842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1720841.250000 Penalty: 3103.780029
	Iteration 50Q: 3 clusters Score -1720841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1720843.375000 Penalty: 3103.780029
	Iteration 51Q: 3 clusters Score -1720843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1720846.750000 Penalty: 3103.780029
	Iteration 52Q: 3 clusters Score -1720847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1720850.125000 Penalty: 3103.780029
	Iteration 53Q: 3 clusters Score -1720850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1720850.375000 Penalty: 3103.780029
	Iteration 54Q: 3 clusters Score -1720850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1720850.375000 Penalty: 3103.780029
	Iteration 55F: 3 clusters Score -1720850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -40942.949219 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -40942.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40016.519531 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -40016.52 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40409.238281 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40409.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40562.183594 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -40562.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40724.515625 Penalty: 2012.517700
	Iteration 3F: 3 clusters Score -40724.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40768.703125 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -40768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40798.132812 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -40798.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40861.980469 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -40861.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40902.859375 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -40902.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40917.054688 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -40917.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40930.437500 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -40930.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40944.406250 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -40944.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40967.644531 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -40967.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40974.796875 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -40974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40982.156250 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -40982.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40991.242188 Penalty: 2012.517700
	Iteration 14Q: 3 clusters Score -40991.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41009.195312 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -41009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41013.175781 Penalty: 2012.517700
	Iteration 16Q: 3 clusters Score -41013.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41014.246094 Penalty: 2012.517700
	Iteration 17Q: 3 clusters Score -41014.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41016.238281 Penalty: 2012.517700
	Iteration 18Q: 3 clusters Score -41016.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41019.093750 Penalty: 2012.517700
	Iteration 19F: 3 clusters Score -41019.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41027.312500 Penalty: 2012.517700
	Iteration 20F: 3 clusters Score -41027.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96913 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103264 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 103489 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 208 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124146 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111279 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11706 members 
Mstep: Class 40 contains 281 members 
Entering Unmasked Estep 
Score: -141750560.000000 Penalty: 90746.617188
Splitting cluster 25 changes total score from -141751936.000000 to -141750560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -588133.500000 Penalty: 1379.194702
	Iteration 0F: 2 clusters Score -588133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -584258.625000 Penalty: 2758.389404
	Iteration 0F: 3 clusters Score -584258.6 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -585293.062500 Penalty: 2758.389404
	Iteration 1F: 3 clusters Score -585293.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -585534.062500 Penalty: 2758.389404
	Iteration 2F: 3 clusters Score -585534.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -585760.750000 Penalty: 2758.389404
	Iteration 3F: 3 clusters Score -585760.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -585953.062500 Penalty: 2758.389404
	Iteration 4F: 3 clusters Score -585953.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -586087.437500 Penalty: 2758.389404
	Iteration 5F: 3 clusters Score -586087.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -586196.000000 Penalty: 2758.389404
	Iteration 6Q: 3 clusters Score -586196 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -586304.937500 Penalty: 2758.389404
	Iteration 7Q: 3 clusters Score -586304.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -586406.875000 Penalty: 2758.389404
	Iteration 8Q: 3 clusters Score -586406.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -586531.062500 Penalty: 2758.389404
	Iteration 9Q: 3 clusters Score -586531.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -586682.875000 Penalty: 2758.389404
	Iteration 10Q: 3 clusters Score -586682.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -586867.625000 Penalty: 2758.389404
	Iteration 11Q: 3 clusters Score -586867.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -587082.187500 Penalty: 2758.389404
	Iteration 12Q: 3 clusters Score -587082.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -587283.687500 Penalty: 2758.389404
	Iteration 13Q: 3 clusters Score -587283.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -587414.187500 Penalty: 2758.389404
	Iteration 14Q: 3 clusters Score -587414.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -587510.062500 Penalty: 2758.389404
	Iteration 15Q: 3 clusters Score -587510.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -587585.687500 Penalty: 2758.389404
	Iteration 16Q: 3 clusters Score -587585.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -587626.750000 Penalty: 2758.389404
	Iteration 17Q: 3 clusters Score -587626.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -587652.062500 Penalty: 2758.389404
	Iteration 18Q: 3 clusters Score -587652.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -587665.875000 Penalty: 2758.389404
	Iteration 19Q: 3 clusters Score -587665.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -587674.187500 Penalty: 2758.389404
	Iteration 20F: 3 clusters Score -587674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -587682.187500 Penalty: 2758.389404
	Iteration 21Q: 3 clusters Score -587682.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -587689.187500 Penalty: 2758.389404
	Iteration 22Q: 3 clusters Score -587689.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -587692.375000 Penalty: 2758.389404
	Iteration 23Q: 3 clusters Score -587692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -587697.500000 Penalty: 2758.389404
	Iteration 24Q: 3 clusters Score -587697.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -587702.437500 Penalty: 2758.389404
	Iteration 25Q: 3 clusters Score -587702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -587706.687500 Penalty: 2758.389404
	Iteration 26Q: 3 clusters Score -587706.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -587709.062500 Penalty: 2758.389404
	Iteration 27Q: 3 clusters Score -587709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -587712.562500 Penalty: 2758.389404
	Iteration 28Q: 3 clusters Score -587712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -587713.125000 Penalty: 2758.389404
	Iteration 29Q: 3 clusters Score -587713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -587715.500000 Penalty: 2758.389404
	Iteration 30Q: 3 clusters Score -587715.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -587717.062500 Penalty: 2758.389404
	Iteration 31Q: 3 clusters Score -587717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -587718.500000 Penalty: 2758.389404
	Iteration 32Q: 3 clusters Score -587718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -587717.500000 Penalty: 2758.389404
	Iteration 33Q: 3 clusters Score -587717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -587717.625000 Penalty: 2758.389404
	Iteration 34Q: 3 clusters Score -587717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -587717.500000 Penalty: 2758.389404
	Iteration 35Q: 3 clusters Score -587717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -587717.500000 Penalty: 2758.389404
	Iteration 36F: 3 clusters Score -587717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -54667.351562 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -54667.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53707.929688 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -53707.93 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54075.882812 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -54075.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54200.148438 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -54200.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54267.171875 Penalty: 2050.131836
	Iteration 3Q: 3 clusters Score -54267.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54304.175781 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -54304.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54327.082031 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -54327.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54338.316406 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -54338.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54355.578125 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -54355.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54381.285156 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -54381.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54404.707031 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -54404.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54416.347656 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -54416.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54424.789062 Penalty: 2050.131836
	Iteration 11Q: 3 clusters Score -54424.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54439.417969 Penalty: 2050.131836
	Iteration 12Q: 3 clusters Score -54439.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54445.882812 Penalty: 2050.131836
	Iteration 13Q: 3 clusters Score -54445.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54448.761719 Penalty: 2050.131836
	Iteration 14Q: 3 clusters Score -54448.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54457.695312 Penalty: 2050.131836
	Iteration 15F: 3 clusters Score -54457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54507.195312 Penalty: 2050.131836
	Iteration 16Q: 3 clusters Score -54507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54552.191406 Penalty: 2050.131836
	Iteration 17Q: 3 clusters Score -54552.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54572.093750 Penalty: 2050.131836
	Iteration 18Q: 3 clusters Score -54572.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54579.574219 Penalty: 2050.131836
	Iteration 19Q: 3 clusters Score -54579.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54580.457031 Penalty: 2050.131836
	Iteration 20F: 3 clusters Score -54580.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (119424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Entering Unmasked Estep 
Score: -15108274.000000 Penalty: 1899.695801
	Iteration 0F: 2 clusters Score -1.510827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -15031683.000000 Penalty: 3799.391602
	Iteration 0F: 3 clusters Score -1.503168e+07 nChanged 57385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -15065165.000000 Penalty: 3799.391602
	Iteration 1F: 3 clusters Score -1.506516e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -15066178.000000 Penalty: 3799.391602
	Iteration 2Q: 3 clusters Score -1.506618e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -15067872.000000 Penalty: 3799.391602
	Iteration 3Q: 3 clusters Score -1.506787e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -15070436.000000 Penalty: 3799.391602
	Iteration 4Q: 3 clusters Score -1.507044e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -15074618.000000 Penalty: 3799.391602
	Iteration 5F: 3 clusters Score -1.507462e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -15080814.000000 Penalty: 3799.391602
	Iteration 6F: 3 clusters Score -1.508081e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -15088376.000000 Penalty: 3799.391602
	Iteration 7F: 3 clusters Score -1.508838e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -15094657.000000 Penalty: 3799.391602
	Iteration 8F: 3 clusters Score -1.509466e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -15098014.000000 Penalty: 3799.391602
	Iteration 9Q: 3 clusters Score -1.509801e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -15099606.000000 Penalty: 3799.391602
	Iteration 10Q: 3 clusters Score -1.509961e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -15100823.000000 Penalty: 3799.391602
	Iteration 11Q: 3 clusters Score -1.510082e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -15101815.000000 Penalty: 3799.391602
	Iteration 12Q: 3 clusters Score -1.510182e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -15102811.000000 Penalty: 3799.391602
	Iteration 13Q: 3 clusters Score -1.510281e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
Score: -15103767.000000 Penalty: 3799.391602
	Iteration 14Q: 3 clusters Score -1.510377e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 104313 members 
Entering Unmasked Estep 
Score: -15104504.000000 Penalty: 3799.391602
	Iteration 15Q: 3 clusters Score -1.51045e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 106041 members 
Entering Unmasked Estep 
Score: -15105158.000000 Penalty: 3799.391602
	Iteration 16Q: 3 clusters Score -1.510516e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -15105673.000000 Penalty: 3799.391602
	Iteration 17Q: 3 clusters Score -1.510567e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 109130 members 
Entering Unmasked Estep 
Score: -15105956.000000 Penalty: 3799.391602
	Iteration 18Q: 3 clusters Score -1.510596e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -15106211.000000 Penalty: 3799.391602
	Iteration 19Q: 3 clusters Score -1.510621e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 111546 members 
Entering Unmasked Estep 
Score: -15106426.000000 Penalty: 3799.391602
	Iteration 20F: 3 clusters Score -1.510643e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -15106696.000000 Penalty: 3799.391602
	Iteration 21Q: 3 clusters Score -1.51067e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 113416 members 
Entering Unmasked Estep 
Score: -15106787.000000 Penalty: 3799.391602
	Iteration 22Q: 3 clusters Score -1.510679e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -15106765.000000 Penalty: 3799.391602
	Iteration 23Q: 3 clusters Score -1.510676e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 114786 members 
Entering Unmasked Estep 
Score: -15106823.000000 Penalty: 3799.391602
	Iteration 24Q: 3 clusters Score -1.510682e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -15106889.000000 Penalty: 3799.391602
	Iteration 25Q: 3 clusters Score -1.510689e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 115774 members 
Entering Unmasked Estep 
Score: -15106923.000000 Penalty: 3799.391602
	Iteration 26Q: 3 clusters Score -1.510692e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 116143 members 
Entering Unmasked Estep 
Score: -15106885.000000 Penalty: 3799.391602
	Iteration 27Q: 3 clusters Score -1.510688e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -15106891.000000 Penalty: 3799.391602
	Iteration 28Q: 3 clusters Score -1.510689e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -15106914.000000 Penalty: 3799.391602
	Iteration 29Q: 3 clusters Score -1.510691e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -15106910.000000 Penalty: 3799.391602
	Iteration 30Q: 3 clusters Score -1.510691e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 117220 members 
Entering Unmasked Estep 
Score: -15106933.000000 Penalty: 3799.391602
	Iteration 31Q: 3 clusters Score -1.510693e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -15106954.000000 Penalty: 3799.391602
	Iteration 32Q: 3 clusters Score -1.510695e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -15106962.000000 Penalty: 3799.391602
	Iteration 33Q: 3 clusters Score -1.510696e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -15106940.000000 Penalty: 3799.391602
	Iteration 34Q: 3 clusters Score -1.510694e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 117788 members 
Entering Unmasked Estep 
Score: -15106977.000000 Penalty: 3799.391602
	Iteration 35Q: 3 clusters Score -1.510698e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -15106986.000000 Penalty: 3799.391602
	Iteration 36Q: 3 clusters Score -1.510699e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 117927 members 
Entering Unmasked Estep 
Score: -15106983.000000 Penalty: 3799.391602
	Iteration 37Q: 3 clusters Score -1.510698e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -15106988.000000 Penalty: 3799.391602
	Iteration 38Q: 3 clusters Score -1.510699e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -15107003.000000 Penalty: 3799.391602
	Iteration 39Q: 3 clusters Score -1.5107e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -15107013.000000 Penalty: 3799.391602
	Iteration 40F: 3 clusters Score -1.510701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -15106975.000000 Penalty: 3799.391602
	Iteration 41Q: 3 clusters Score -1.510698e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -15106973.000000 Penalty: 3799.391602
	Iteration 42Q: 3 clusters Score -1.510697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -15106961.000000 Penalty: 3799.391602
	Iteration 43Q: 3 clusters Score -1.510696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -15106960.000000 Penalty: 3799.391602
	Iteration 44Q: 3 clusters Score -1.510696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -15106953.000000 Penalty: 3799.391602
	Iteration 45Q: 3 clusters Score -1.510695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 118255 members 
Entering Unmasked Estep 
Score: -15106959.000000 Penalty: 3799.391602
	Iteration 46Q: 3 clusters Score -1.510696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -15106977.000000 Penalty: 3799.391602
	Iteration 47Q: 3 clusters Score -1.510698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 118283 members 
Entering Unmasked Estep 
Score: -15106963.000000 Penalty: 3799.391602
	Iteration 48Q: 3 clusters Score -1.510696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 118290 members 
Entering Unmasked Estep 
Score: -15106966.000000 Penalty: 3799.391602
	Iteration 49Q: 3 clusters Score -1.510697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -15106955.000000 Penalty: 3799.391602
	Iteration 50Q: 3 clusters Score -1.510696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -15106959.000000 Penalty: 3799.391602
	Iteration 51Q: 3 clusters Score -1.510696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -15106961.000000 Penalty: 3799.391602
	Iteration 52Q: 3 clusters Score -1.510696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -15106965.000000 Penalty: 3799.391602
	Iteration 53Q: 3 clusters Score -1.510696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -15106966.000000 Penalty: 3799.391602
	Iteration 54Q: 3 clusters Score -1.510697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 118357 members 
Entering Unmasked Estep 
Score: -15106958.000000 Penalty: 3799.391602
	Iteration 55Q: 3 clusters Score -1.510696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 118364 members 
Entering Unmasked Estep 
Score: -15106964.000000 Penalty: 3799.391602
	Iteration 56Q: 3 clusters Score -1.510696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -15106969.000000 Penalty: 3799.391602
	Iteration 57Q: 3 clusters Score -1.510697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 118382 members 
Entering Unmasked Estep 
Score: -15106957.000000 Penalty: 3799.391602
	Iteration 58Q: 3 clusters Score -1.510696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 118387 members 
Entering Unmasked Estep 
Score: -15106961.000000 Penalty: 3799.391602
	Iteration 59Q: 3 clusters Score -1.510696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -15106961.000000 Penalty: 3799.391602
	Iteration 60F: 3 clusters Score -1.510696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -15106952.000000 Penalty: 3799.391602
	Iteration 61Q: 3 clusters Score -1.510695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -15106950.000000 Penalty: 3799.391602
	Iteration 62Q: 3 clusters Score -1.510695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -15106950.000000 Penalty: 3799.391602
	Iteration 63F: 3 clusters Score -1.510695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (124146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124146 members 
Entering Unmasked Estep 
Score: -15527609.000000 Penalty: 1905.997192
	Iteration 0F: 2 clusters Score -1.552761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -15448063.000000 Penalty: 3811.994385
	Iteration 0F: 3 clusters Score -1.544806e+07 nChanged 59768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -15482957.000000 Penalty: 3811.994385
	Iteration 1F: 3 clusters Score -1.548296e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -15484088.000000 Penalty: 3811.994385
	Iteration 2Q: 3 clusters Score -1.548409e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -15485892.000000 Penalty: 3811.994385
	Iteration 3Q: 3 clusters Score -1.548589e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -15488830.000000 Penalty: 3811.994385
	Iteration 4F: 3 clusters Score -1.548883e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -15493392.000000 Penalty: 3811.994385
	Iteration 5F: 3 clusters Score -1.549339e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -15499642.000000 Penalty: 3811.994385
	Iteration 6F: 3 clusters Score -1.549964e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -15506992.000000 Penalty: 3811.994385
	Iteration 7F: 3 clusters Score -1.550699e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -15513769.000000 Penalty: 3811.994385
	Iteration 8F: 3 clusters Score -1.551377e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -15518531.000000 Penalty: 3811.994385
	Iteration 9Q: 3 clusters Score -1.551853e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -15521643.000000 Penalty: 3811.994385
	Iteration 10Q: 3 clusters Score -1.552164e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 120857 members 
Entering Unmasked Estep 
Score: -15523598.000000 Penalty: 3811.994385
	Iteration 11Q: 3 clusters Score -1.55236e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -15524569.000000 Penalty: 3811.994385
	Iteration 12Q: 3 clusters Score -1.552457e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -15525157.000000 Penalty: 3811.994385
	Iteration 13Q: 3 clusters Score -1.552516e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -15525382.000000 Penalty: 3811.994385
	Iteration 14Q: 3 clusters Score -1.552538e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -15525589.000000 Penalty: 3811.994385
	Iteration 15Q: 3 clusters Score -1.552559e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 123422 members 
Entering Unmasked Estep 
Score: -15525663.000000 Penalty: 3811.994385
	Iteration 16Q: 3 clusters Score -1.552566e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 123495 members 
Entering Unmasked Estep 
Score: -15525732.000000 Penalty: 3811.994385
	Iteration 17Q: 3 clusters Score -1.552573e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -15525778.000000 Penalty: 3811.994385
	Iteration 18Q: 3 clusters Score -1.552578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 123582 members 
Entering Unmasked Estep 
Score: -15525804.000000 Penalty: 3811.994385
	Iteration 19Q: 3 clusters Score -1.55258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 123605 members 
Entering Unmasked Estep 
Score: -15525822.000000 Penalty: 3811.994385
	Iteration 20F: 3 clusters Score -1.552582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -15525852.000000 Penalty: 3811.994385
	Iteration 21Q: 3 clusters Score -1.552585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 123645 members 
Entering Unmasked Estep 
Score: -15525884.000000 Penalty: 3811.994385
	Iteration 22Q: 3 clusters Score -1.552588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 123657 members 
Entering Unmasked Estep 
Score: -15525899.000000 Penalty: 3811.994385
	Iteration 23Q: 3 clusters Score -1.55259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -15525910.000000 Penalty: 3811.994385
	Iteration 24Q: 3 clusters Score -1.552591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -15525918.000000 Penalty: 3811.994385
	Iteration 25Q: 3 clusters Score -1.552592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 123684 members 
Entering Unmasked Estep 
Score: -15525942.000000 Penalty: 3811.994385
	Iteration 26Q: 3 clusters Score -1.552594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 123689 members 
Entering Unmasked Estep 
Score: -15525961.000000 Penalty: 3811.994385
	Iteration 27Q: 3 clusters Score -1.552596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -15525966.000000 Penalty: 3811.994385
	Iteration 28Q: 3 clusters Score -1.552597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 123700 members 
Entering Unmasked Estep 
Score: -15525963.000000 Penalty: 3811.994385
	Iteration 29Q: 3 clusters Score -1.552596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 123699 members 
Entering Unmasked Estep 
Score: -15525963.000000 Penalty: 3811.994385
	Iteration 30Q: 3 clusters Score -1.552596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -15525969.000000 Penalty: 3811.994385
	Iteration 31Q: 3 clusters Score -1.552597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 123699 members 
Entering Unmasked Estep 
Score: -15525973.000000 Penalty: 3811.994385
	Iteration 32Q: 3 clusters Score -1.552597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 123701 members 
Entering Unmasked Estep 
Score: -15525972.000000 Penalty: 3811.994385
	Iteration 33Q: 3 clusters Score -1.552597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 123704 members 
Entering Unmasked Estep 
Score: -15525972.000000 Penalty: 3811.994385
	Iteration 34Q: 3 clusters Score -1.552597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 123702 members 
Entering Unmasked Estep 
Score: -15525974.000000 Penalty: 3811.994385
	Iteration 35Q: 3 clusters Score -1.552597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 123702 members 
Entering Unmasked Estep 
Score: -15525974.000000 Penalty: 3811.994385
	Iteration 36F: 3 clusters Score -1.552597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -10489.439453 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -10489.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9668.479492 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -9668.479 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9992.484375 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -9992.484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10099.703125 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -10099.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10160.353516 Penalty: 1901.965820
	Iteration 3F: 3 clusters Score -10160.35 nChanged 18
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: -10237.667969 Penalty: 1901.965820
	Iteration 4F: 3 clusters Score -10237.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10316.665039 Penalty: 1901.965820
	Iteration 5F: 3 clusters Score -10316.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10378.413086 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -10378.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10423.378906 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -10423.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10426.254883 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -10426.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10444.066406 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -10444.07 nChanged 1
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: -10446.307617 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -10446.31 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: -10446.307617 Penalty: 1901.965820
	Iteration 11F: 3 clusters Score -10446.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -798023.937500 Penalty: 1426.452881
	Iteration 0F: 2 clusters Score -798023.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -793137.125000 Penalty: 2852.905762
	Iteration 0F: 3 clusters Score -793137.1 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -794503.500000 Penalty: 2852.905762
	Iteration 1F: 3 clusters Score -794503.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -794680.500000 Penalty: 2852.905762
	Iteration 2F: 3 clusters Score -794680.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -794823.250000 Penalty: 2852.905762
	Iteration 3Q: 3 clusters Score -794823.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -794938.500000 Penalty: 2852.905762
	Iteration 4Q: 3 clusters Score -794938.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -795051.750000 Penalty: 2852.905762
	Iteration 5Q: 3 clusters Score -795051.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -795169.625000 Penalty: 2852.905762
	Iteration 6Q: 3 clusters Score -795169.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -795298.562500 Penalty: 2852.905762
	Iteration 7Q: 3 clusters Score -795298.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -795467.125000 Penalty: 2852.905762
	Iteration 8Q: 3 clusters Score -795467.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -795667.687500 Penalty: 2852.905762
	Iteration 9Q: 3 clusters Score -795667.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -795915.937500 Penalty: 2852.905762
	Iteration 10Q: 3 clusters Score -795915.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -796185.625000 Penalty: 2852.905762
	Iteration 11Q: 3 clusters Score -796185.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -796386.937500 Penalty: 2852.905762
	Iteration 12Q: 3 clusters Score -796386.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -796528.625000 Penalty: 2852.905762
	Iteration 13Q: 3 clusters Score -796528.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -796630.187500 Penalty: 2852.905762
	Iteration 14Q: 3 clusters Score -796630.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -796693.625000 Penalty: 2852.905762
	Iteration 15Q: 3 clusters Score -796693.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -796730.437500 Penalty: 2852.905762
	Iteration 16Q: 3 clusters Score -796730.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -796752.125000 Penalty: 2852.905762
	Iteration 17Q: 3 clusters Score -796752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -796774.500000 Penalty: 2852.905762
	Iteration 18Q: 3 clusters Score -796774.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -796790.875000 Penalty: 2852.905762
	Iteration 19Q: 3 clusters Score -796790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -796798.437500 Penalty: 2852.905762
	Iteration 20F: 3 clusters Score -796798.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -796811.687500 Penalty: 2852.905762
	Iteration 21Q: 3 clusters Score -796811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -796816.375000 Penalty: 2852.905762
	Iteration 22Q: 3 clusters Score -796816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -796821.437500 Penalty: 2852.905762
	Iteration 23Q: 3 clusters Score -796821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -796823.562500 Penalty: 2852.905762
	Iteration 24Q: 3 clusters Score -796823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -796823.562500 Penalty: 2852.905762
	Iteration 25F: 3 clusters Score -796823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47936.972656 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47936.97 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48392.886719 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48392.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48895.148438 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48895.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49224.335938 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -49224.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49486.984375 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -49486.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49610.019531 Penalty: 2024.265991
	Iteration 5F: 3 clusters Score -49610.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49667.160156 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -49667.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49702.007812 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -49702.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49724.160156 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -49724.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49736.453125 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -49736.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49744.375000 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -49744.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49764.253906 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -49764.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49769.082031 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -49769.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49775.519531 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -49775.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49782.703125 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -49782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49784.460938 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -49784.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49786.601562 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -49786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49787.628906 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -49787.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49787.628906 Penalty: 2024.265991
	Iteration 18F: 3 clusters Score -49787.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96913 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103264 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 103489 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124146 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 190 members 
Mstep: Class 33 contains 111279 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11706 members 
Mstep: Class 40 contains 317 members 
Entering Unmasked Estep 
Score: -141751424.000000 Penalty: 90746.617188
Splitting cluster 32 changes total score from -141751936.000000 to -141751424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (111279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Entering Unmasked Estep 
Score: -14044285.000000 Penalty: 1888.216797
	Iteration 0F: 2 clusters Score -1.404428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -13971065.000000 Penalty: 3776.433594
	Iteration 0F: 3 clusters Score -1.397106e+07 nChanged 53280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -14003055.000000 Penalty: 3776.433594
	Iteration 1F: 3 clusters Score -1.400306e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -14004626.000000 Penalty: 3776.433594
	Iteration 2Q: 3 clusters Score -1.400463e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -14006899.000000 Penalty: 3776.433594
	Iteration 3Q: 3 clusters Score -1.40069e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -14010723.000000 Penalty: 3776.433594
	Iteration 4F: 3 clusters Score -1.401072e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -14016260.000000 Penalty: 3776.433594
	Iteration 5F: 3 clusters Score -1.401626e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -14023117.000000 Penalty: 3776.433594
	Iteration 6F: 3 clusters Score -1.402312e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -14030323.000000 Penalty: 3776.433594
	Iteration 7F: 3 clusters Score -1.403032e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -14035046.000000 Penalty: 3776.433594
	Iteration 8F: 3 clusters Score -1.403505e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -14037026.000000 Penalty: 3776.433594
	Iteration 9Q: 3 clusters Score -1.403703e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -14037812.000000 Penalty: 3776.433594
	Iteration 10Q: 3 clusters Score -1.403781e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -14038324.000000 Penalty: 3776.433594
	Iteration 11Q: 3 clusters Score -1.403832e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -14038661.000000 Penalty: 3776.433594
	Iteration 12Q: 3 clusters Score -1.403866e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -14038941.000000 Penalty: 3776.433594
	Iteration 13Q: 3 clusters Score -1.403894e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -14039263.000000 Penalty: 3776.433594
	Iteration 14Q: 3 clusters Score -1.403926e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -14039541.000000 Penalty: 3776.433594
	Iteration 15Q: 3 clusters Score -1.403954e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -14039848.000000 Penalty: 3776.433594
	Iteration 16Q: 3 clusters Score -1.403985e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -14040109.000000 Penalty: 3776.433594
	Iteration 17Q: 3 clusters Score -1.404011e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -14040346.000000 Penalty: 3776.433594
	Iteration 18Q: 3 clusters Score -1.404035e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -14040675.000000 Penalty: 3776.433594
	Iteration 19Q: 3 clusters Score -1.404068e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -14040910.000000 Penalty: 3776.433594
	Iteration 20F: 3 clusters Score -1.404091e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -14041095.000000 Penalty: 3776.433594
	Iteration 21Q: 3 clusters Score -1.40411e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -14041369.000000 Penalty: 3776.433594
	Iteration 22Q: 3 clusters Score -1.404137e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -14041562.000000 Penalty: 3776.433594
	Iteration 23Q: 3 clusters Score -1.404156e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -14041716.000000 Penalty: 3776.433594
	Iteration 24Q: 3 clusters Score -1.404172e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -14041867.000000 Penalty: 3776.433594
	Iteration 25Q: 3 clusters Score -1.404187e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -14042103.000000 Penalty: 3776.433594
	Iteration 26Q: 3 clusters Score -1.40421e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -14042345.000000 Penalty: 3776.433594
	Iteration 27Q: 3 clusters Score -1.404234e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -14042623.000000 Penalty: 3776.433594
	Iteration 28Q: 3 clusters Score -1.404262e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -14042796.000000 Penalty: 3776.433594
	Iteration 29Q: 3 clusters Score -1.40428e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -14042975.000000 Penalty: 3776.433594
	Iteration 30Q: 3 clusters Score -1.404298e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 102689 members 
Entering Unmasked Estep 
Score: -14043090.000000 Penalty: 3776.433594
	Iteration 31Q: 3 clusters Score -1.404309e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -14043213.000000 Penalty: 3776.433594
	Iteration 32Q: 3 clusters Score -1.404321e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -14043411.000000 Penalty: 3776.433594
	Iteration 33Q: 3 clusters Score -1.404341e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -14043535.000000 Penalty: 3776.433594
	Iteration 34Q: 3 clusters Score -1.404354e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -14043584.000000 Penalty: 3776.433594
	Iteration 35Q: 3 clusters Score -1.404358e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -14043641.000000 Penalty: 3776.433594
	Iteration 36Q: 3 clusters Score -1.404364e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -14043656.000000 Penalty: 3776.433594
	Iteration 37Q: 3 clusters Score -1.404366e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -14043701.000000 Penalty: 3776.433594
	Iteration 38Q: 3 clusters Score -1.40437e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -14043677.000000 Penalty: 3776.433594
	Iteration 39Q: 3 clusters Score -1.404368e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -14043763.000000 Penalty: 3776.433594
	Iteration 40F: 3 clusters Score -1.404376e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -14043790.000000 Penalty: 3776.433594
	Iteration 41Q: 3 clusters Score -1.404379e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -14043790.000000 Penalty: 3776.433594
	Iteration 42Q: 3 clusters Score -1.404379e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -14043759.000000 Penalty: 3776.433594
	Iteration 43Q: 3 clusters Score -1.404376e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -14043760.000000 Penalty: 3776.433594
	Iteration 44Q: 3 clusters Score -1.404376e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -14043776.000000 Penalty: 3776.433594
	Iteration 45Q: 3 clusters Score -1.404378e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -14043789.000000 Penalty: 3776.433594
	Iteration 46Q: 3 clusters Score -1.404379e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -14043793.000000 Penalty: 3776.433594
	Iteration 47Q: 3 clusters Score -1.404379e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -14043792.000000 Penalty: 3776.433594
	Iteration 48Q: 3 clusters Score -1.404379e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -14043810.000000 Penalty: 3776.433594
	Iteration 49Q: 3 clusters Score -1.404381e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -14043776.000000 Penalty: 3776.433594
	Iteration 50Q: 3 clusters Score -1.404378e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -14043748.000000 Penalty: 3776.433594
	Iteration 51Q: 3 clusters Score -1.404375e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -14043778.000000 Penalty: 3776.433594
	Iteration 52Q: 3 clusters Score -1.404378e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -14043749.000000 Penalty: 3776.433594
	Iteration 53Q: 3 clusters Score -1.404375e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -14043728.000000 Penalty: 3776.433594
	Iteration 54Q: 3 clusters Score -1.404373e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -14043748.000000 Penalty: 3776.433594
	Iteration 55Q: 3 clusters Score -1.404375e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -14043741.000000 Penalty: 3776.433594
	Iteration 56Q: 3 clusters Score -1.404374e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -14043732.000000 Penalty: 3776.433594
	Iteration 57Q: 3 clusters Score -1.404373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 108920 members 
Entering Unmasked Estep 
Score: -14043738.000000 Penalty: 3776.433594
	Iteration 58Q: 3 clusters Score -1.404374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 108951 members 
Entering Unmasked Estep 
Score: -14043724.000000 Penalty: 3776.433594
	Iteration 59Q: 3 clusters Score -1.404372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -14043711.000000 Penalty: 3776.433594
	Iteration 60F: 3 clusters Score -1.404371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 109016 members 
Entering Unmasked Estep 
Score: -14043710.000000 Penalty: 3776.433594
	Iteration 61Q: 3 clusters Score -1.404371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -14043706.000000 Penalty: 3776.433594
	Iteration 62Q: 3 clusters Score -1.404371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 109065 members 
Entering Unmasked Estep 
Score: -14043716.000000 Penalty: 3776.433594
	Iteration 63Q: 3 clusters Score -1.404372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -14043696.000000 Penalty: 3776.433594
	Iteration 64Q: 3 clusters Score -1.40437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -14043709.000000 Penalty: 3776.433594
	Iteration 65Q: 3 clusters Score -1.404371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 109123 members 
Entering Unmasked Estep 
Score: -14043724.000000 Penalty: 3776.433594
	Iteration 66Q: 3 clusters Score -1.404372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -14043717.000000 Penalty: 3776.433594
	Iteration 67Q: 3 clusters Score -1.404372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -14043716.000000 Penalty: 3776.433594
	Iteration 68Q: 3 clusters Score -1.404372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 109168 members 
Entering Unmasked Estep 
Score: -14043720.000000 Penalty: 3776.433594
	Iteration 69Q: 3 clusters Score -1.404372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 109177 members 
Entering Unmasked Estep 
Score: -14043703.000000 Penalty: 3776.433594
	Iteration 70Q: 3 clusters Score -1.40437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -14043713.000000 Penalty: 3776.433594
	Iteration 71Q: 3 clusters Score -1.404371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 109186 members 
Entering Unmasked Estep 
Score: -14043712.000000 Penalty: 3776.433594
	Iteration 72Q: 3 clusters Score -1.404371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -14043715.000000 Penalty: 3776.433594
	Iteration 73Q: 3 clusters Score -1.404372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -14043722.000000 Penalty: 3776.433594
	Iteration 74Q: 3 clusters Score -1.404372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -14043720.000000 Penalty: 3776.433594
	Iteration 75Q: 3 clusters Score -1.404372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -14043720.000000 Penalty: 3776.433594
	Iteration 76F: 3 clusters Score -1.404372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -88090.257812 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -88090.26 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 368 members 
Entering Unmasked Estep 
Score: -86833.195312 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -86833.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87040.703125 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -87040.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87159.023438 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -87159.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87253.898438 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -87253.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87345.906250 Penalty: 2168.821777
	Iteration 4Q: 3 clusters Score -87345.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87457.265625 Penalty: 2168.821777
	Iteration 5F: 3 clusters Score -87457.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87523.695312 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -87523.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87586.648438 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -87586.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87672.585938 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -87672.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87797.289062 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -87797.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87933.218750 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -87933.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87999.226562 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -87999.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88043.328125 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -88043.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88076.234375 Penalty: 2168.821777
	Iteration 13Q: 3 clusters Score -88076.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88113.851562 Penalty: 2168.821777
	Iteration 14Q: 3 clusters Score -88113.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88139.960938 Penalty: 2168.821777
	Iteration 15Q: 3 clusters Score -88139.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88159.187500 Penalty: 2168.821777
	Iteration 16Q: 3 clusters Score -88159.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -88176.835938 Penalty: 2168.821777
	Iteration 17Q: 3 clusters Score -88176.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88185.367188 Penalty: 2168.821777
	Iteration 18Q: 3 clusters Score -88185.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88188.625000 Penalty: 2168.821777
	Iteration 19Q: 3 clusters Score -88188.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88189.648438 Penalty: 2168.821777
	Iteration 20F: 3 clusters Score -88189.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96913 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103264 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 103489 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124146 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111279 members 
Mstep: Class 34 contains 312 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11706 members 
Mstep: Class 40 contains 479 members 
Entering Unmasked Estep 
Score: -141750736.000000 Penalty: 90746.617188
Splitting cluster 34 changes total score from -141751936.000000 to -141750736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -138804.562500 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -138804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137229.562500 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -137229.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -137589.250000 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -137589.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137731.578125 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -137731.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137847.375000 Penalty: 2310.710938
	Iteration 3F: 3 clusters Score -137847.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137972.843750 Penalty: 2310.710938
	Iteration 4F: 3 clusters Score -137972.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -138079.312500 Penalty: 2310.710938
	Iteration 5F: 3 clusters Score -138079.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -138169.656250 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -138169.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -138222.953125 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -138223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138258.390625 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -138258.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -138280.453125 Penalty: 2310.710938
	Iteration 9Q: 3 clusters Score -138280.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -138300.125000 Penalty: 2310.710938
	Iteration 10Q: 3 clusters Score -138300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -138311.750000 Penalty: 2310.710938
	Iteration 11Q: 3 clusters Score -138311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -138316.671875 Penalty: 2310.710938
	Iteration 12Q: 3 clusters Score -138316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -138321.921875 Penalty: 2310.710938
	Iteration 13Q: 3 clusters Score -138321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -138327.078125 Penalty: 2310.710938
	Iteration 14Q: 3 clusters Score -138327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -138330.515625 Penalty: 2310.710938
	Iteration 15Q: 3 clusters Score -138330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -138333.265625 Penalty: 2310.710938
	Iteration 16Q: 3 clusters Score -138333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -138333.265625 Penalty: 2310.710938
	Iteration 17F: 3 clusters Score -138333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15811.995117 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -15812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14984.323242 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -14984.32 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15248.041016 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -15248.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15425.814453 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -15425.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15511.171875 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -15511.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15557.107422 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -15557.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15612.916992 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -15612.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15617.790039 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -15617.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15630.643555 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -15630.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15638.722656 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -15638.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15674.859375 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -15674.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15678.641602 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -15678.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15683.442383 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -15683.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15684.759766 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -15684.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15684.759766 Penalty: 1858.033936
	Iteration 13F: 3 clusters Score -15684.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Entering Unmasked Estep 
Score: -1440074.875000 Penalty: 1531.845459
	Iteration 0F: 2 clusters Score -1440075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1431355.125000 Penalty: 3063.690918
	Iteration 0F: 3 clusters Score -1431355 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1434500.000000 Penalty: 3063.690918
	Iteration 1F: 3 clusters Score -1434500 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1434978.750000 Penalty: 3063.690918
	Iteration 2F: 3 clusters Score -1434979 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1435532.750000 Penalty: 3063.690918
	Iteration 3F: 3 clusters Score -1435533 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1436171.375000 Penalty: 3063.690918
	Iteration 4F: 3 clusters Score -1436171 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1436842.875000 Penalty: 3063.690918
	Iteration 5F: 3 clusters Score -1436843 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1437451.875000 Penalty: 3063.690918
	Iteration 6F: 3 clusters Score -1437452 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1437999.750000 Penalty: 3063.690918
	Iteration 7F: 3 clusters Score -1438000 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1438477.500000 Penalty: 3063.690918
	Iteration 8Q: 3 clusters Score -1438478 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1438844.500000 Penalty: 3063.690918
	Iteration 9Q: 3 clusters Score -1438844 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1439097.000000 Penalty: 3063.690918
	Iteration 10Q: 3 clusters Score -1439097 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1439249.500000 Penalty: 3063.690918
	Iteration 11Q: 3 clusters Score -1439250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1439346.250000 Penalty: 3063.690918
	Iteration 12Q: 3 clusters Score -1439346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1439423.250000 Penalty: 3063.690918
	Iteration 13Q: 3 clusters Score -1439423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1439480.875000 Penalty: 3063.690918
	Iteration 14Q: 3 clusters Score -1439481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1439522.125000 Penalty: 3063.690918
	Iteration 15Q: 3 clusters Score -1439522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1439553.875000 Penalty: 3063.690918
	Iteration 16Q: 3 clusters Score -1439554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1439576.000000 Penalty: 3063.690918
	Iteration 17Q: 3 clusters Score -1439576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1439586.750000 Penalty: 3063.690918
	Iteration 18Q: 3 clusters Score -1439587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1439597.250000 Penalty: 3063.690918
	Iteration 19Q: 3 clusters Score -1439597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1439609.750000 Penalty: 3063.690918
	Iteration 20F: 3 clusters Score -1439610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1439616.500000 Penalty: 3063.690918
	Iteration 21Q: 3 clusters Score -1439616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1439617.750000 Penalty: 3063.690918
	Iteration 22Q: 3 clusters Score -1439618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1439617.250000 Penalty: 3063.690918
	Iteration 23Q: 3 clusters Score -1439617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1439617.250000 Penalty: 3063.690918
	Iteration 24F: 3 clusters Score -1439617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -230339.468750 Penalty: 1228.766724
	Iteration 0F: 2 clusters Score -230339.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228339.343750 Penalty: 2457.533447
	Iteration 0F: 3 clusters Score -228339.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -228782.593750 Penalty: 2457.533447
	Iteration 1F: 3 clusters Score -228782.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228917.750000 Penalty: 2457.533447
	Iteration 2F: 3 clusters Score -228917.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -228994.015625 Penalty: 2457.533447
	Iteration 3Q: 3 clusters Score -228994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -229062.421875 Penalty: 2457.533447
	Iteration 4Q: 3 clusters Score -229062.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -229120.515625 Penalty: 2457.533447
	Iteration 5Q: 3 clusters Score -229120.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -229161.093750 Penalty: 2457.533447
	Iteration 6Q: 3 clusters Score -229161.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -229197.656250 Penalty: 2457.533447
	Iteration 7Q: 3 clusters Score -229197.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -229241.312500 Penalty: 2457.533447
	Iteration 8Q: 3 clusters Score -229241.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -229292.546875 Penalty: 2457.533447
	Iteration 9Q: 3 clusters Score -229292.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229342.390625 Penalty: 2457.533447
	Iteration 10Q: 3 clusters Score -229342.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -229388.515625 Penalty: 2457.533447
	Iteration 11Q: 3 clusters Score -229388.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -229417.703125 Penalty: 2457.533447
	Iteration 12Q: 3 clusters Score -229417.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229447.640625 Penalty: 2457.533447
	Iteration 13Q: 3 clusters Score -229447.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -229470.515625 Penalty: 2457.533447
	Iteration 14Q: 3 clusters Score -229470.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229495.796875 Penalty: 2457.533447
	Iteration 15Q: 3 clusters Score -229495.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229519.859375 Penalty: 2457.533447
	Iteration 16Q: 3 clusters Score -229519.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -229536.328125 Penalty: 2457.533447
	Iteration 17Q: 3 clusters Score -229536.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229566.171875 Penalty: 2457.533447
	Iteration 18Q: 3 clusters Score -229566.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229590.218750 Penalty: 2457.533447
	Iteration 19Q: 3 clusters Score -229590.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229604.375000 Penalty: 2457.533447
	Iteration 20F: 3 clusters Score -229604.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229619.562500 Penalty: 2457.533447
	Iteration 21Q: 3 clusters Score -229619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229631.421875 Penalty: 2457.533447
	Iteration 22Q: 3 clusters Score -229631.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -229637.187500 Penalty: 2457.533447
	Iteration 23Q: 3 clusters Score -229637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229642.515625 Penalty: 2457.533447
	Iteration 24Q: 3 clusters Score -229642.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -229649.828125 Penalty: 2457.533447
	Iteration 25Q: 3 clusters Score -229649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229655.656250 Penalty: 2457.533447
	Iteration 26Q: 3 clusters Score -229655.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229664.093750 Penalty: 2457.533447
	Iteration 27Q: 3 clusters Score -229664.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229675.515625 Penalty: 2457.533447
	Iteration 28Q: 3 clusters Score -229675.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -229687.750000 Penalty: 2457.533447
	Iteration 29Q: 3 clusters Score -229687.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -229705.093750 Penalty: 2457.533447
	Iteration 30Q: 3 clusters Score -229705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -229715.968750 Penalty: 2457.533447
	Iteration 31Q: 3 clusters Score -229716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -229726.765625 Penalty: 2457.533447
	Iteration 32Q: 3 clusters Score -229726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229733.734375 Penalty: 2457.533447
	Iteration 33Q: 3 clusters Score -229733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229736.281250 Penalty: 2457.533447
	Iteration 34Q: 3 clusters Score -229736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229738.562500 Penalty: 2457.533447
	Iteration 35Q: 3 clusters Score -229738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -229740.281250 Penalty: 2457.533447
	Iteration 36Q: 3 clusters Score -229740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229740.140625 Penalty: 2457.533447
	Iteration 37Q: 3 clusters Score -229740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -229740.859375 Penalty: 2457.533447
	Iteration 38Q: 3 clusters Score -229740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -229741.812500 Penalty: 2457.533447
	Iteration 39Q: 3 clusters Score -229741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229741.906250 Penalty: 2457.533447
	Iteration 40F: 3 clusters Score -229741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229742.921875 Penalty: 2457.533447
	Iteration 41Q: 3 clusters Score -229742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229743.046875 Penalty: 2457.533447
	Iteration 42Q: 3 clusters Score -229743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229743.046875 Penalty: 2457.533447
	Iteration 43F: 3 clusters Score -229743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -1466517.375000 Penalty: 1522.276733
	Iteration 0F: 2 clusters Score -1466517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1458228.000000 Penalty: 3044.553467
	Iteration 0F: 3 clusters Score -1458228 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1460964.125000 Penalty: 3044.553467
	Iteration 1F: 3 clusters Score -1460964 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1461209.375000 Penalty: 3044.553467
	Iteration 2F: 3 clusters Score -1461209 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1461396.250000 Penalty: 3044.553467
	Iteration 3Q: 3 clusters Score -1461396 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1461576.625000 Penalty: 3044.553467
	Iteration 4Q: 3 clusters Score -1461577 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1461793.750000 Penalty: 3044.553467
	Iteration 5Q: 3 clusters Score -1461794 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1462070.250000 Penalty: 3044.553467
	Iteration 6Q: 3 clusters Score -1462070 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1462422.375000 Penalty: 3044.553467
	Iteration 7F: 3 clusters Score -1462422 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1462885.250000 Penalty: 3044.553467
	Iteration 8F: 3 clusters Score -1462885 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1463438.375000 Penalty: 3044.553467
	Iteration 9F: 3 clusters Score -1463438 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1464006.000000 Penalty: 3044.553467
	Iteration 10F: 3 clusters Score -1464006 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1464519.000000 Penalty: 3044.553467
	Iteration 11F: 3 clusters Score -1464519 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1464931.750000 Penalty: 3044.553467
	Iteration 12Q: 3 clusters Score -1464932 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1465221.750000 Penalty: 3044.553467
	Iteration 13Q: 3 clusters Score -1465222 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1465398.750000 Penalty: 3044.553467
	Iteration 14Q: 3 clusters Score -1465399 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1465505.500000 Penalty: 3044.553467
	Iteration 15Q: 3 clusters Score -1465506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1465601.375000 Penalty: 3044.553467
	Iteration 16Q: 3 clusters Score -1465601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1465650.000000 Penalty: 3044.553467
	Iteration 17Q: 3 clusters Score -1465650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1465686.125000 Penalty: 3044.553467
	Iteration 18Q: 3 clusters Score -1465686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1465712.250000 Penalty: 3044.553467
	Iteration 19Q: 3 clusters Score -1465712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1465732.500000 Penalty: 3044.553467
	Iteration 20F: 3 clusters Score -1465732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1465752.250000 Penalty: 3044.553467
	Iteration 21Q: 3 clusters Score -1465752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1465771.250000 Penalty: 3044.553467
	Iteration 22Q: 3 clusters Score -1465771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1465782.125000 Penalty: 3044.553467
	Iteration 23Q: 3 clusters Score -1465782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1465792.375000 Penalty: 3044.553467
	Iteration 24Q: 3 clusters Score -1465792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1465804.250000 Penalty: 3044.553467
	Iteration 25Q: 3 clusters Score -1465804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1465810.250000 Penalty: 3044.553467
	Iteration 26Q: 3 clusters Score -1465810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1465813.750000 Penalty: 3044.553467
	Iteration 27Q: 3 clusters Score -1465814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1465816.500000 Penalty: 3044.553467
	Iteration 28Q: 3 clusters Score -1465816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1465820.500000 Penalty: 3044.553467
	Iteration 29Q: 3 clusters Score -1465820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1465820.250000 Penalty: 3044.553467
	Iteration 30Q: 3 clusters Score -1465820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1465821.250000 Penalty: 3044.553467
	Iteration 31Q: 3 clusters Score -1465821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1465821.375000 Penalty: 3044.553467
	Iteration 32Q: 3 clusters Score -1465821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1465821.375000 Penalty: 3044.553467
	Iteration 33F: 3 clusters Score -1465821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53906 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96913 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103264 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 103489 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124146 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111279 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751936.000000 Penalty: 88477.945312
Iteration 439Q: 40 clusters Score -1.417519e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16279 members 
Mstep: Class 5 contains 53902 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96914 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103265 members 
Mstep: Class 15 contains 109794 members 
Mstep: Class 16 contains 41945 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 103487 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63076 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119417 members 
Mstep: Class 29 contains 124143 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111287 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12415 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 11717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752016.000000 Penalty: 88477.945312
Iteration 440F: 40 clusters Score -1.41752e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 53901 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96914 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103262 members 
Mstep: Class 15 contains 109797 members 
Mstep: Class 16 contains 41942 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7994 members 
Mstep: Class 19 contains 103486 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119418 members 
Mstep: Class 29 contains 124136 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111289 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12417 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752032.000000 Penalty: 88477.945312
Iteration 441Q: 40 clusters Score -1.41752e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 8059 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 53902 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96922 members 
Mstep: Class 10 contains 26072 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103262 members 
Mstep: Class 15 contains 109802 members 
Mstep: Class 16 contains 41943 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 103490 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63071 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119409 members 
Mstep: Class 29 contains 124134 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111290 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12419 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751984.000000 Penalty: 88477.945312
Iteration 442Q: 40 clusters Score -1.41752e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 53900 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96930 members 
Mstep: Class 10 contains 26071 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103261 members 
Mstep: Class 15 contains 109808 members 
Mstep: Class 16 contains 41944 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 103492 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63070 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119404 members 
Mstep: Class 29 contains 124134 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111293 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1224 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 443Q: 40 clusters Score -1.417519e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 8062 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 53891 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96933 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103263 members 
Mstep: Class 15 contains 109811 members 
Mstep: Class 16 contains 41936 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 103500 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63069 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119411 members 
Mstep: Class 29 contains 124134 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111291 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1924 members 
Mstep: Class 39 contains 11732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751952.000000 Penalty: 88477.945312
Iteration 444Q: 40 clusters Score -1.41752e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 8062 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96937 members 
Mstep: Class 10 contains 26068 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103267 members 
Mstep: Class 15 contains 109809 members 
Mstep: Class 16 contains 41939 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 103511 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63068 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14041 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119409 members 
Mstep: Class 29 contains 124131 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6499 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111290 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 11735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752096.000000 Penalty: 88477.945312
Iteration 445Q: 40 clusters Score -1.417521e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 8062 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 53885 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96945 members 
Mstep: Class 10 contains 26068 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6656 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103273 members 
Mstep: Class 15 contains 109807 members 
Mstep: Class 16 contains 41940 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7964 members 
Mstep: Class 19 contains 103523 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63066 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119401 members 
Mstep: Class 29 contains 124123 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111291 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 1927 members 
Mstep: Class 39 contains 11736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752016.000000 Penalty: 88477.945312
Iteration 446Q: 40 clusters Score -1.41752e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 8063 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 53883 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96957 members 
Mstep: Class 10 contains 26068 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103275 members 
Mstep: Class 15 contains 109800 members 
Mstep: Class 16 contains 41942 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 103528 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63065 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119399 members 
Mstep: Class 29 contains 124120 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111287 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1928 members 
Mstep: Class 39 contains 11738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752016.000000 Penalty: 88477.945312
Iteration 447Q: 40 clusters Score -1.41752e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 16273 members 
Mstep: Class 5 contains 53882 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96967 members 
Mstep: Class 10 contains 26067 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6654 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103276 members 
Mstep: Class 15 contains 109801 members 
Mstep: Class 16 contains 41948 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 103530 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63064 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14041 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119400 members 
Mstep: Class 29 contains 124115 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111280 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1928 members 
Mstep: Class 39 contains 11740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752016.000000 Penalty: 88477.945312
Iteration 448Q: 40 clusters Score -1.41752e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 53881 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96973 members 
Mstep: Class 10 contains 26067 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103280 members 
Mstep: Class 15 contains 109801 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7946 members 
Mstep: Class 19 contains 103526 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63069 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119400 members 
Mstep: Class 29 contains 124104 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111270 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12423 members 
Mstep: Class 38 contains 1928 members 
Mstep: Class 39 contains 11742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752016.000000 Penalty: 88477.945312
Iteration 449Q: 40 clusters Score -1.41752e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 53881 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96976 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103282 members 
Mstep: Class 15 contains 109804 members 
Mstep: Class 16 contains 41954 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 103530 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63070 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119402 members 
Mstep: Class 29 contains 124105 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111261 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 1928 members 
Mstep: Class 39 contains 11748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 450Q: 40 clusters Score -1.417519e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 8065 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 5 contains 53879 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96977 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103288 members 
Mstep: Class 15 contains 109795 members 
Mstep: Class 16 contains 41957 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 103528 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63069 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124111 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111252 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1929 members 
Mstep: Class 39 contains 11755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 451Q: 40 clusters Score -1.417519e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 8066 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 53879 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96973 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103288 members 
Mstep: Class 15 contains 109792 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7940 members 
Mstep: Class 19 contains 103535 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63072 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119418 members 
Mstep: Class 29 contains 124110 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111242 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12417 members 
Mstep: Class 38 contains 1931 members 
Mstep: Class 39 contains 11761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751888.000000 Penalty: 88477.945312
Iteration 452Q: 40 clusters Score -1.417519e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16271 members 
Mstep: Class 5 contains 53877 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96969 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103285 members 
Mstep: Class 15 contains 109785 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7937 members 
Mstep: Class 19 contains 103549 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63072 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6506 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111231 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1935 members 
Mstep: Class 39 contains 11768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 453Q: 40 clusters Score -1.417519e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 53877 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96966 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103281 members 
Mstep: Class 15 contains 109780 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7934 members 
Mstep: Class 19 contains 103558 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63071 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119430 members 
Mstep: Class 29 contains 124115 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111217 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12414 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751968.000000 Penalty: 88477.945312
Iteration 454Q: 40 clusters Score -1.41752e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8071 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16265 members 
Mstep: Class 5 contains 53877 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96970 members 
Mstep: Class 10 contains 26066 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103282 members 
Mstep: Class 15 contains 109781 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 103562 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63077 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119428 members 
Mstep: Class 29 contains 124111 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111211 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1938 members 
Mstep: Class 39 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751968.000000 Penalty: 88477.945312
Iteration 455Q: 40 clusters Score -1.41752e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 8073 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16265 members 
Mstep: Class 5 contains 53879 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96972 members 
Mstep: Class 10 contains 26067 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103281 members 
Mstep: Class 15 contains 109778 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 103568 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63077 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119421 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111209 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12411 members 
Mstep: Class 38 contains 1938 members 
Mstep: Class 39 contains 11794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 456Q: 40 clusters Score -1.417519e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 8073 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 53880 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 96972 members 
Mstep: Class 10 contains 26067 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103281 members 
Mstep: Class 15 contains 109775 members 
Mstep: Class 16 contains 41965 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 19 contains 103564 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63076 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119417 members 
Mstep: Class 29 contains 124114 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6514 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111205 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751968.000000 Penalty: 88477.945312
Iteration 457Q: 40 clusters Score -1.41752e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 8073 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 53881 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96978 members 
Mstep: Class 10 contains 26066 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103281 members 
Mstep: Class 15 contains 109771 members 
Mstep: Class 16 contains 41969 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 103563 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63075 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119412 members 
Mstep: Class 29 contains 124110 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111201 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12416 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751984.000000 Penalty: 88477.945312
Iteration 458Q: 40 clusters Score -1.41752e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8073 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 53881 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96984 members 
Mstep: Class 10 contains 26064 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103281 members 
Mstep: Class 15 contains 109767 members 
Mstep: Class 16 contains 41971 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 103567 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63074 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119407 members 
Mstep: Class 29 contains 124111 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6517 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111197 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12419 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751792.000000 Penalty: 88477.945312
Iteration 459Q: 40 clusters Score -1.417518e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16259 members 
Mstep: Class 5 contains 53880 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 96988 members 
Mstep: Class 10 contains 26063 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103286 members 
Mstep: Class 15 contains 109766 members 
Mstep: Class 16 contains 41972 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 103566 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63077 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119408 members 
Mstep: Class 29 contains 124115 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6516 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111182 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 460F: 40 clusters Score -1.417518e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 53882 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96984 members 
Mstep: Class 10 contains 26059 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103290 members 
Mstep: Class 15 contains 109761 members 
Mstep: Class 16 contains 41968 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 103569 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63076 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119408 members 
Mstep: Class 29 contains 124121 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6516 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111180 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12423 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751856.000000 Penalty: 88477.945312
Iteration 461Q: 40 clusters Score -1.417519e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16256 members 
Mstep: Class 5 contains 53886 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96982 members 
Mstep: Class 10 contains 26054 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103291 members 
Mstep: Class 15 contains 109763 members 
Mstep: Class 16 contains 41967 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7897 members 
Mstep: Class 19 contains 103574 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63073 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119410 members 
Mstep: Class 29 contains 124123 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6516 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111172 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751760.000000 Penalty: 88477.945312
Iteration 462Q: 40 clusters Score -1.417518e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96982 members 
Mstep: Class 10 contains 26053 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103289 members 
Mstep: Class 15 contains 109761 members 
Mstep: Class 16 contains 41967 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 103581 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63072 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119417 members 
Mstep: Class 29 contains 124118 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6517 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111168 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 463Q: 40 clusters Score -1.417518e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16258 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96982 members 
Mstep: Class 10 contains 26052 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103289 members 
Mstep: Class 15 contains 109765 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7889 members 
Mstep: Class 19 contains 103590 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63071 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119413 members 
Mstep: Class 29 contains 124116 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111157 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751760.000000 Penalty: 88477.945312
Iteration 464Q: 40 clusters Score -1.417518e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16258 members 
Mstep: Class 5 contains 53886 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96985 members 
Mstep: Class 10 contains 26050 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103289 members 
Mstep: Class 15 contains 109757 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 103594 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63069 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119419 members 
Mstep: Class 29 contains 124117 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6520 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111150 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12419 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751888.000000 Penalty: 88477.945312
Iteration 465Q: 40 clusters Score -1.417519e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 53885 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 96996 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103289 members 
Mstep: Class 15 contains 109753 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 103593 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63068 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119412 members 
Mstep: Class 29 contains 124120 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111147 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751856.000000 Penalty: 88477.945312
Iteration 466Q: 40 clusters Score -1.417519e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16254 members 
Mstep: Class 5 contains 53882 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 97005 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103290 members 
Mstep: Class 15 contains 109758 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 103594 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63067 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14045 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119408 members 
Mstep: Class 29 contains 124120 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111142 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12420 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751936.000000 Penalty: 88477.945312
Iteration 467Q: 40 clusters Score -1.417519e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16249 members 
Mstep: Class 5 contains 53881 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 97009 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103290 members 
Mstep: Class 15 contains 109765 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 103597 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63066 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119406 members 
Mstep: Class 29 contains 124116 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111137 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751824.000000 Penalty: 88477.945312
Iteration 468Q: 40 clusters Score -1.417518e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 53883 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97017 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103289 members 
Mstep: Class 15 contains 109768 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 103599 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63064 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14045 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119409 members 
Mstep: Class 29 contains 124115 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111129 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 469Q: 40 clusters Score -1.417519e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16239 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97021 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103292 members 
Mstep: Class 15 contains 109769 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 103600 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63063 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14046 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119415 members 
Mstep: Class 29 contains 124113 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111120 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 470Q: 40 clusters Score -1.417519e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97029 members 
Mstep: Class 10 contains 26048 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103297 members 
Mstep: Class 15 contains 109772 members 
Mstep: Class 16 contains 41957 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 103600 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63064 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14047 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119419 members 
Mstep: Class 29 contains 124108 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111107 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751776.000000 Penalty: 88477.945312
Iteration 471Q: 40 clusters Score -1.417518e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53889 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97033 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103298 members 
Mstep: Class 15 contains 109773 members 
Mstep: Class 16 contains 41958 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 103596 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63064 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14049 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119423 members 
Mstep: Class 29 contains 124108 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111098 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751888.000000 Penalty: 88477.945312
Iteration 472Q: 40 clusters Score -1.417519e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97037 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103301 members 
Mstep: Class 15 contains 109773 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 103598 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63064 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14050 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119428 members 
Mstep: Class 29 contains 124105 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111088 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12422 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751888.000000 Penalty: 88477.945312
Iteration 473Q: 40 clusters Score -1.417519e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53886 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97039 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103300 members 
Mstep: Class 15 contains 109770 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 103600 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63063 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14049 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119433 members 
Mstep: Class 29 contains 124107 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111082 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12423 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751840.000000 Penalty: 88477.945312
Iteration 474Q: 40 clusters Score -1.417518e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53885 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97039 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103301 members 
Mstep: Class 15 contains 109766 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103603 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63063 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119443 members 
Mstep: Class 29 contains 124108 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111075 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12423 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751840.000000 Penalty: 88477.945312
Iteration 475Q: 40 clusters Score -1.417518e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53885 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97040 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103304 members 
Mstep: Class 15 contains 109760 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103607 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63063 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14047 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119444 members 
Mstep: Class 29 contains 124108 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111072 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12424 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751824.000000 Penalty: 88477.945312
Iteration 476Q: 40 clusters Score -1.417518e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97043 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103305 members 
Mstep: Class 15 contains 109761 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103605 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63063 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14047 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119443 members 
Mstep: Class 29 contains 124108 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111071 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751856.000000 Penalty: 88477.945312
Iteration 477Q: 40 clusters Score -1.417519e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53885 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97048 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103305 members 
Mstep: Class 15 contains 109757 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103613 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63062 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14045 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119435 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111073 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 478Q: 40 clusters Score -1.417519e+08 nChanged 33
Entering ConstructFrom: 
Score: -141751920.000000 Penalty: 88477.945312
Entering ConstructFrom: 
Trying to split cluster 1 (75852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Entering Unmasked Estep 
Score: -9587280.000000 Penalty: 1825.937622
	Iteration 0F: 2 clusters Score -9587280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -9536630.000000 Penalty: 3651.875244
	Iteration 0F: 3 clusters Score -9536630 nChanged 36066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9557712.000000 Penalty: 3651.875244
	Iteration 1F: 3 clusters Score -9557712 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -9558424.000000 Penalty: 3651.875244
	Iteration 2Q: 3 clusters Score -9558424 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -9559556.000000 Penalty: 3651.875244
	Iteration 3Q: 3 clusters Score -9559556 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -9561224.000000 Penalty: 3651.875244
	Iteration 4Q: 3 clusters Score -9561224 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -9563937.000000 Penalty: 3651.875244
	Iteration 5F: 3 clusters Score -9563937 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -9568161.000000 Penalty: 3651.875244
	Iteration 6F: 3 clusters Score -9568161 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9573567.000000 Penalty: 3651.875244
	Iteration 7F: 3 clusters Score -9573567 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -9578149.000000 Penalty: 3651.875244
	Iteration 8F: 3 clusters Score -9578149 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -9580573.000000 Penalty: 3651.875244
	Iteration 9Q: 3 clusters Score -9580573 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -9581636.000000 Penalty: 3651.875244
	Iteration 10Q: 3 clusters Score -9581636 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -9582264.000000 Penalty: 3651.875244
	Iteration 11Q: 3 clusters Score -9582264 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -9582680.000000 Penalty: 3651.875244
	Iteration 12Q: 3 clusters Score -9582680 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -9582971.000000 Penalty: 3651.875244
	Iteration 13Q: 3 clusters Score -9582971 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -9583235.000000 Penalty: 3651.875244
	Iteration 14Q: 3 clusters Score -9583235 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -9583470.000000 Penalty: 3651.875244
	Iteration 15Q: 3 clusters Score -9583470 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -9583660.000000 Penalty: 3651.875244
	Iteration 16Q: 3 clusters Score -9583660 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -9583853.000000 Penalty: 3651.875244
	Iteration 17Q: 3 clusters Score -9583853 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -9584036.000000 Penalty: 3651.875244
	Iteration 18Q: 3 clusters Score -9584036 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -9584167.000000 Penalty: 3651.875244
	Iteration 19Q: 3 clusters Score -9584167 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -9584374.000000 Penalty: 3651.875244
	Iteration 20F: 3 clusters Score -9584374 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -9584504.000000 Penalty: 3651.875244
	Iteration 21Q: 3 clusters Score -9584504 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -9584698.000000 Penalty: 3651.875244
	Iteration 22Q: 3 clusters Score -9584698 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -9584845.000000 Penalty: 3651.875244
	Iteration 23Q: 3 clusters Score -9584845 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -9584978.000000 Penalty: 3651.875244
	Iteration 24Q: 3 clusters Score -9584978 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -9585105.000000 Penalty: 3651.875244
	Iteration 25Q: 3 clusters Score -9585105 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -9585225.000000 Penalty: 3651.875244
	Iteration 26Q: 3 clusters Score -9585225 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -9585325.000000 Penalty: 3651.875244
	Iteration 27Q: 3 clusters Score -9585325 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -9585448.000000 Penalty: 3651.875244
	Iteration 28Q: 3 clusters Score -9585448 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9585523.000000 Penalty: 3651.875244
	Iteration 29Q: 3 clusters Score -9585523 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -9585566.000000 Penalty: 3651.875244
	Iteration 30Q: 3 clusters Score -9585566 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -9585598.000000 Penalty: 3651.875244
	Iteration 31Q: 3 clusters Score -9585598 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -9585631.000000 Penalty: 3651.875244
	Iteration 32Q: 3 clusters Score -9585631 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -9585675.000000 Penalty: 3651.875244
	Iteration 33Q: 3 clusters Score -9585675 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -9585722.000000 Penalty: 3651.875244
	Iteration 34Q: 3 clusters Score -9585722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -9585787.000000 Penalty: 3651.875244
	Iteration 35Q: 3 clusters Score -9585787 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -9585856.000000 Penalty: 3651.875244
	Iteration 36Q: 3 clusters Score -9585856 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -9585908.000000 Penalty: 3651.875244
	Iteration 37Q: 3 clusters Score -9585908 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -9585955.000000 Penalty: 3651.875244
	Iteration 38Q: 3 clusters Score -9585955 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -9585997.000000 Penalty: 3651.875244
	Iteration 39Q: 3 clusters Score -9585997 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -9586016.000000 Penalty: 3651.875244
	Iteration 40F: 3 clusters Score -9586016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -9586065.000000 Penalty: 3651.875244
	Iteration 41Q: 3 clusters Score -9586065 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -9586084.000000 Penalty: 3651.875244
	Iteration 42Q: 3 clusters Score -9586084 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -9586144.000000 Penalty: 3651.875244
	Iteration 43Q: 3 clusters Score -9586144 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -9586158.000000 Penalty: 3651.875244
	Iteration 44Q: 3 clusters Score -9586158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9586188.000000 Penalty: 3651.875244
	Iteration 45Q: 3 clusters Score -9586188 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9586224.000000 Penalty: 3651.875244
	Iteration 46Q: 3 clusters Score -9586224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9586215.000000 Penalty: 3651.875244
	Iteration 47Q: 3 clusters Score -9586215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9586238.000000 Penalty: 3651.875244
	Iteration 48Q: 3 clusters Score -9586238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9586221.000000 Penalty: 3651.875244
	Iteration 49Q: 3 clusters Score -9586221 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9586238.000000 Penalty: 3651.875244
	Iteration 50Q: 3 clusters Score -9586238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9586249.000000 Penalty: 3651.875244
	Iteration 51Q: 3 clusters Score -9586249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9586261.000000 Penalty: 3651.875244
	Iteration 52Q: 3 clusters Score -9586261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9586263.000000 Penalty: 3651.875244
	Iteration 53Q: 3 clusters Score -9586263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -9586265.000000 Penalty: 3651.875244
	Iteration 54Q: 3 clusters Score -9586265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9586272.000000 Penalty: 3651.875244
	Iteration 55Q: 3 clusters Score -9586272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9586288.000000 Penalty: 3651.875244
	Iteration 56Q: 3 clusters Score -9586288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9586283.000000 Penalty: 3651.875244
	Iteration 57Q: 3 clusters Score -9586283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9586296.000000 Penalty: 3651.875244
	Iteration 58Q: 3 clusters Score -9586296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9586295.000000 Penalty: 3651.875244
	Iteration 59Q: 3 clusters Score -9586295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9586295.000000 Penalty: 3651.875244
	Iteration 60F: 3 clusters Score -9586295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9586300.000000 Penalty: 3651.875244
	Iteration 61Q: 3 clusters Score -9586300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9586323.000000 Penalty: 3651.875244
	Iteration 62Q: 3 clusters Score -9586323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9586324.000000 Penalty: 3651.875244
	Iteration 63Q: 3 clusters Score -9586324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9586324.000000 Penalty: 3651.875244
	Iteration 64Q: 3 clusters Score -9586324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9586318.000000 Penalty: 3651.875244
	Iteration 65Q: 3 clusters Score -9586318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9586317.000000 Penalty: 3651.875244
	Iteration 66Q: 3 clusters Score -9586317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9586319.000000 Penalty: 3651.875244
	Iteration 67Q: 3 clusters Score -9586319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9586309.000000 Penalty: 3651.875244
	Iteration 68Q: 3 clusters Score -9586309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9586316.000000 Penalty: 3651.875244
	Iteration 69Q: 3 clusters Score -9586316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9586315.000000 Penalty: 3651.875244
	Iteration 70Q: 3 clusters Score -9586315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9586311.000000 Penalty: 3651.875244
	Iteration 71Q: 3 clusters Score -9586311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9586311.000000 Penalty: 3651.875244
	Iteration 72Q: 3 clusters Score -9586311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9586315.000000 Penalty: 3651.875244
	Iteration 73Q: 3 clusters Score -9586315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9586319.000000 Penalty: 3651.875244
	Iteration 74Q: 3 clusters Score -9586319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9586306.000000 Penalty: 3651.875244
	Iteration 75Q: 3 clusters Score -9586306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9586309.000000 Penalty: 3651.875244
	Iteration 76Q: 3 clusters Score -9586309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9586314.000000 Penalty: 3651.875244
	Iteration 77Q: 3 clusters Score -9586314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9586315.000000 Penalty: 3651.875244
	Iteration 78Q: 3 clusters Score -9586315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9586321.000000 Penalty: 3651.875244
	Iteration 79Q: 3 clusters Score -9586321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9586332.000000 Penalty: 3651.875244
	Iteration 80F: 3 clusters Score -9586332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9586334.000000 Penalty: 3651.875244
	Iteration 81Q: 3 clusters Score -9586334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9586335.000000 Penalty: 3651.875244
	Iteration 82Q: 3 clusters Score -9586335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9586338.000000 Penalty: 3651.875244
	Iteration 83Q: 3 clusters Score -9586338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9586345.000000 Penalty: 3651.875244
	Iteration 84Q: 3 clusters Score -9586345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9586344.000000 Penalty: 3651.875244
	Iteration 85Q: 3 clusters Score -9586344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9586338.000000 Penalty: 3651.875244
	Iteration 86Q: 3 clusters Score -9586338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -9586337.000000 Penalty: 3651.875244
	Iteration 87Q: 3 clusters Score -9586337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9586345.000000 Penalty: 3651.875244
	Iteration 88Q: 3 clusters Score -9586345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9586343.000000 Penalty: 3651.875244
	Iteration 89Q: 3 clusters Score -9586343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9586345.000000 Penalty: 3651.875244
	Iteration 90Q: 3 clusters Score -9586345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9586340.000000 Penalty: 3651.875244
	Iteration 91Q: 3 clusters Score -9586340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9586340.000000 Penalty: 3651.875244
	Iteration 92F: 3 clusters Score -9586340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -1004948.125000 Penalty: 1461.915771
	Iteration 0F: 2 clusters Score -1004948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -999001.312500 Penalty: 2923.831543
	Iteration 0F: 3 clusters Score -999001.3 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1000779.625000 Penalty: 2923.831543
	Iteration 1F: 3 clusters Score -1000780 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1000956.312500 Penalty: 2923.831543
	Iteration 2F: 3 clusters Score -1000956 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1001091.125000 Penalty: 2923.831543
	Iteration 3Q: 3 clusters Score -1001091 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1001209.875000 Penalty: 2923.831543
	Iteration 4Q: 3 clusters Score -1001210 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1001308.312500 Penalty: 2923.831543
	Iteration 5Q: 3 clusters Score -1001308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1001395.062500 Penalty: 2923.831543
	Iteration 6Q: 3 clusters Score -1001395 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1001472.000000 Penalty: 2923.831543
	Iteration 7Q: 3 clusters Score -1001472 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1001546.250000 Penalty: 2923.831543
	Iteration 8Q: 3 clusters Score -1001546 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1001599.125000 Penalty: 2923.831543
	Iteration 9Q: 3 clusters Score -1001599 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1001637.125000 Penalty: 2923.831543
	Iteration 10Q: 3 clusters Score -1001637 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1001675.250000 Penalty: 2923.831543
	Iteration 11Q: 3 clusters Score -1001675 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1001714.375000 Penalty: 2923.831543
	Iteration 12Q: 3 clusters Score -1001714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1001751.500000 Penalty: 2923.831543
	Iteration 13Q: 3 clusters Score -1001752 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1001801.312500 Penalty: 2923.831543
	Iteration 14Q: 3 clusters Score -1001801 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1001844.437500 Penalty: 2923.831543
	Iteration 15Q: 3 clusters Score -1001844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1001886.125000 Penalty: 2923.831543
	Iteration 16Q: 3 clusters Score -1001886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1001928.625000 Penalty: 2923.831543
	Iteration 17Q: 3 clusters Score -1001929 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1001963.625000 Penalty: 2923.831543
	Iteration 18Q: 3 clusters Score -1001964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1002002.875000 Penalty: 2923.831543
	Iteration 19Q: 3 clusters Score -1002003 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1002051.812500 Penalty: 2923.831543
	Iteration 20F: 3 clusters Score -1002052 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1002106.125000 Penalty: 2923.831543
	Iteration 21Q: 3 clusters Score -1002106 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1002173.750000 Penalty: 2923.831543
	Iteration 22Q: 3 clusters Score -1002174 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1002250.562500 Penalty: 2923.831543
	Iteration 23Q: 3 clusters Score -1002251 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1002321.562500 Penalty: 2923.831543
	Iteration 24Q: 3 clusters Score -1002322 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1002382.437500 Penalty: 2923.831543
	Iteration 25Q: 3 clusters Score -1002382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1002458.937500 Penalty: 2923.831543
	Iteration 26Q: 3 clusters Score -1002459 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1002545.000000 Penalty: 2923.831543
	Iteration 27Q: 3 clusters Score -1002545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1002636.625000 Penalty: 2923.831543
	Iteration 28Q: 3 clusters Score -1002637 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1002740.250000 Penalty: 2923.831543
	Iteration 29Q: 3 clusters Score -1002740 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1002848.750000 Penalty: 2923.831543
	Iteration 30Q: 3 clusters Score -1002849 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1002945.312500 Penalty: 2923.831543
	Iteration 31Q: 3 clusters Score -1002945 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1003022.562500 Penalty: 2923.831543
	Iteration 32Q: 3 clusters Score -1003023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1003077.500000 Penalty: 2923.831543
	Iteration 33Q: 3 clusters Score -1003078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1003132.062500 Penalty: 2923.831543
	Iteration 34Q: 3 clusters Score -1003132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1003190.875000 Penalty: 2923.831543
	Iteration 35Q: 3 clusters Score -1003191 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1003244.625000 Penalty: 2923.831543
	Iteration 36Q: 3 clusters Score -1003245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1003299.062500 Penalty: 2923.831543
	Iteration 37Q: 3 clusters Score -1003299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1003351.875000 Penalty: 2923.831543
	Iteration 38Q: 3 clusters Score -1003352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1003403.312500 Penalty: 2923.831543
	Iteration 39Q: 3 clusters Score -1003403 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1003442.375000 Penalty: 2923.831543
	Iteration 40F: 3 clusters Score -1003442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1003487.312500 Penalty: 2923.831543
	Iteration 41Q: 3 clusters Score -1003487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1003514.875000 Penalty: 2923.831543
	Iteration 42Q: 3 clusters Score -1003515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1003540.625000 Penalty: 2923.831543
	Iteration 43Q: 3 clusters Score -1003541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1003561.937500 Penalty: 2923.831543
	Iteration 44Q: 3 clusters Score -1003562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1003575.187500 Penalty: 2923.831543
	Iteration 45Q: 3 clusters Score -1003575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1003590.125000 Penalty: 2923.831543
	Iteration 46Q: 3 clusters Score -1003590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1003605.187500 Penalty: 2923.831543
	Iteration 47Q: 3 clusters Score -1003605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1003617.750000 Penalty: 2923.831543
	Iteration 48Q: 3 clusters Score -1003618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1003627.937500 Penalty: 2923.831543
	Iteration 49Q: 3 clusters Score -1003628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1003637.812500 Penalty: 2923.831543
	Iteration 50Q: 3 clusters Score -1003638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1003646.125000 Penalty: 2923.831543
	Iteration 51Q: 3 clusters Score -1003646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1003656.250000 Penalty: 2923.831543
	Iteration 52Q: 3 clusters Score -1003656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1003665.687500 Penalty: 2923.831543
	Iteration 53Q: 3 clusters Score -1003666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1003675.000000 Penalty: 2923.831543
	Iteration 54Q: 3 clusters Score -1003675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1003682.187500 Penalty: 2923.831543
	Iteration 55Q: 3 clusters Score -1003682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1003687.562500 Penalty: 2923.831543
	Iteration 56Q: 3 clusters Score -1003688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1003690.062500 Penalty: 2923.831543
	Iteration 57Q: 3 clusters Score -1003690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1003690.937500 Penalty: 2923.831543
	Iteration 58Q: 3 clusters Score -1003691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1003693.312500 Penalty: 2923.831543
	Iteration 59Q: 3 clusters Score -1003693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1003697.500000 Penalty: 2923.831543
	Iteration 60F: 3 clusters Score -1003698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1003704.312500 Penalty: 2923.831543
	Iteration 61Q: 3 clusters Score -1003704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1003705.062500 Penalty: 2923.831543
	Iteration 62Q: 3 clusters Score -1003705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1003707.437500 Penalty: 2923.831543
	Iteration 63Q: 3 clusters Score -1003707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1003707.500000 Penalty: 2923.831543
	Iteration 64Q: 3 clusters Score -1003708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1003710.687500 Penalty: 2923.831543
	Iteration 65Q: 3 clusters Score -1003711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1003713.437500 Penalty: 2923.831543
	Iteration 66Q: 3 clusters Score -1003713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1003716.812500 Penalty: 2923.831543
	Iteration 67Q: 3 clusters Score -1003717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1003716.437500 Penalty: 2923.831543
	Iteration 68Q: 3 clusters Score -1003716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1003715.062500 Penalty: 2923.831543
	Iteration 69Q: 3 clusters Score -1003715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1003717.625000 Penalty: 2923.831543
	Iteration 70Q: 3 clusters Score -1003718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1003716.812500 Penalty: 2923.831543
	Iteration 71Q: 3 clusters Score -1003717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1003719.062500 Penalty: 2923.831543
	Iteration 72Q: 3 clusters Score -1003719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1003719.062500 Penalty: 2923.831543
	Iteration 73F: 3 clusters Score -1003719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -183048.953125 Penalty: 1201.804688
	Iteration 0F: 2 clusters Score -183049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -181288.968750 Penalty: 2403.609375
	Iteration 0F: 3 clusters Score -181289 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -181944.546875 Penalty: 2403.609375
	Iteration 1F: 3 clusters Score -181944.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182203.156250 Penalty: 2403.609375
	Iteration 2F: 3 clusters Score -182203.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -182368.578125 Penalty: 2403.609375
	Iteration 3F: 3 clusters Score -182368.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -182470.390625 Penalty: 2403.609375
	Iteration 4Q: 3 clusters Score -182470.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -182540.078125 Penalty: 2403.609375
	Iteration 5Q: 3 clusters Score -182540.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -182580.968750 Penalty: 2403.609375
	Iteration 6Q: 3 clusters Score -182581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -182631.078125 Penalty: 2403.609375
	Iteration 7Q: 3 clusters Score -182631.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -182663.406250 Penalty: 2403.609375
	Iteration 8Q: 3 clusters Score -182663.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -182676.484375 Penalty: 2403.609375
	Iteration 9Q: 3 clusters Score -182676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -182682.859375 Penalty: 2403.609375
	Iteration 10Q: 3 clusters Score -182682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -182688.609375 Penalty: 2403.609375
	Iteration 11Q: 3 clusters Score -182688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -182690.671875 Penalty: 2403.609375
	Iteration 12Q: 3 clusters Score -182690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -182692.109375 Penalty: 2403.609375
	Iteration 13Q: 3 clusters Score -182692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -182694.890625 Penalty: 2403.609375
	Iteration 14Q: 3 clusters Score -182694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182696.265625 Penalty: 2403.609375
	Iteration 15Q: 3 clusters Score -182696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182696.265625 Penalty: 2403.609375
	Iteration 16F: 3 clusters Score -182696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Entering Unmasked Estep 
Score: -1986292.625000 Penalty: 1575.395264
	Iteration 0F: 2 clusters Score -1986293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1975099.125000 Penalty: 3150.790527
	Iteration 0F: 3 clusters Score -1975099 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1978967.250000 Penalty: 3150.790527
	Iteration 1F: 3 clusters Score -1978967 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1979246.875000 Penalty: 3150.790527
	Iteration 2F: 3 clusters Score -1979247 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1979445.375000 Penalty: 3150.790527
	Iteration 3Q: 3 clusters Score -1979445 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1979623.000000 Penalty: 3150.790527
	Iteration 4Q: 3 clusters Score -1979623 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1979784.750000 Penalty: 3150.790527
	Iteration 5Q: 3 clusters Score -1979785 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1979930.750000 Penalty: 3150.790527
	Iteration 6Q: 3 clusters Score -1979931 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1980061.625000 Penalty: 3150.790527
	Iteration 7Q: 3 clusters Score -1980062 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1980209.000000 Penalty: 3150.790527
	Iteration 8Q: 3 clusters Score -1980209 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1980404.625000 Penalty: 3150.790527
	Iteration 9Q: 3 clusters Score -1980405 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1980620.500000 Penalty: 3150.790527
	Iteration 10Q: 3 clusters Score -1980620 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1980868.375000 Penalty: 3150.790527
	Iteration 11Q: 3 clusters Score -1980868 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1981209.250000 Penalty: 3150.790527
	Iteration 12Q: 3 clusters Score -1981209 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1981638.000000 Penalty: 3150.790527
	Iteration 13Q: 3 clusters Score -1981638 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1982198.375000 Penalty: 3150.790527
	Iteration 14Q: 3 clusters Score -1982198 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1982798.625000 Penalty: 3150.790527
	Iteration 15Q: 3 clusters Score -1982799 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1983306.000000 Penalty: 3150.790527
	Iteration 16Q: 3 clusters Score -1983306 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1983704.750000 Penalty: 3150.790527
	Iteration 17Q: 3 clusters Score -1983705 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1984090.375000 Penalty: 3150.790527
	Iteration 18Q: 3 clusters Score -1984090 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1984332.250000 Penalty: 3150.790527
	Iteration 19Q: 3 clusters Score -1984332 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1984457.750000 Penalty: 3150.790527
	Iteration 20F: 3 clusters Score -1984458 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1984540.875000 Penalty: 3150.790527
	Iteration 21Q: 3 clusters Score -1984541 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1984620.250000 Penalty: 3150.790527
	Iteration 22Q: 3 clusters Score -1984620 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1984692.125000 Penalty: 3150.790527
	Iteration 23Q: 3 clusters Score -1984692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1984736.750000 Penalty: 3150.790527
	Iteration 24Q: 3 clusters Score -1984737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1984779.000000 Penalty: 3150.790527
	Iteration 25Q: 3 clusters Score -1984779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1984808.250000 Penalty: 3150.790527
	Iteration 26Q: 3 clusters Score -1984808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1984836.875000 Penalty: 3150.790527
	Iteration 27Q: 3 clusters Score -1984837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1984860.500000 Penalty: 3150.790527
	Iteration 28Q: 3 clusters Score -1984860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1984881.125000 Penalty: 3150.790527
	Iteration 29Q: 3 clusters Score -1984881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1984900.250000 Penalty: 3150.790527
	Iteration 30Q: 3 clusters Score -1984900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1984920.625000 Penalty: 3150.790527
	Iteration 31Q: 3 clusters Score -1984921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1984937.750000 Penalty: 3150.790527
	Iteration 32Q: 3 clusters Score -1984938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1984951.125000 Penalty: 3150.790527
	Iteration 33Q: 3 clusters Score -1984951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1984964.375000 Penalty: 3150.790527
	Iteration 34Q: 3 clusters Score -1984964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1984971.125000 Penalty: 3150.790527
	Iteration 35Q: 3 clusters Score -1984971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1984981.000000 Penalty: 3150.790527
	Iteration 36Q: 3 clusters Score -1984981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1984987.875000 Penalty: 3150.790527
	Iteration 37Q: 3 clusters Score -1984988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1984990.375000 Penalty: 3150.790527
	Iteration 38Q: 3 clusters Score -1984990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1984996.625000 Penalty: 3150.790527
	Iteration 39Q: 3 clusters Score -1984997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1985002.750000 Penalty: 3150.790527
	Iteration 40F: 3 clusters Score -1985003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1985005.125000 Penalty: 3150.790527
	Iteration 41Q: 3 clusters Score -1985005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1985011.375000 Penalty: 3150.790527
	Iteration 42Q: 3 clusters Score -1985011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1985016.125000 Penalty: 3150.790527
	Iteration 43Q: 3 clusters Score -1985016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1985020.875000 Penalty: 3150.790527
	Iteration 44Q: 3 clusters Score -1985021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1985022.750000 Penalty: 3150.790527
	Iteration 45Q: 3 clusters Score -1985023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1985025.000000 Penalty: 3150.790527
	Iteration 46Q: 3 clusters Score -1985025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1985024.375000 Penalty: 3150.790527
	Iteration 47Q: 3 clusters Score -1985024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1985023.125000 Penalty: 3150.790527
	Iteration 48Q: 3 clusters Score -1985023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1985023.125000 Penalty: 3150.790527
	Iteration 49F: 3 clusters Score -1985023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Entering Unmasked Estep 
Score: -6815642.500000 Penalty: 1770.379761
	Iteration 0F: 2 clusters Score -6815642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -6779536.000000 Penalty: 3540.759521
	Iteration 0F: 3 clusters Score -6779536 nChanged 25421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6794259.000000 Penalty: 3540.759521
	Iteration 1F: 3 clusters Score -6794259 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -6795097.500000 Penalty: 3540.759521
	Iteration 2Q: 3 clusters Score -6795098 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -6796085.000000 Penalty: 3540.759521
	Iteration 3Q: 3 clusters Score -6796085 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6797244.000000 Penalty: 3540.759521
	Iteration 4Q: 3 clusters Score -6797244 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6798703.500000 Penalty: 3540.759521
	Iteration 5F: 3 clusters Score -6798704 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6800256.000000 Penalty: 3540.759521
	Iteration 6F: 3 clusters Score -6800256 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -6801850.500000 Penalty: 3540.759521
	Iteration 7F: 3 clusters Score -6801850 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -6803364.500000 Penalty: 3540.759521
	Iteration 8F: 3 clusters Score -6803364 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -6805335.500000 Penalty: 3540.759521
	Iteration 9Q: 3 clusters Score -6805336 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6807509.000000 Penalty: 3540.759521
	Iteration 10Q: 3 clusters Score -6807509 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -6809287.000000 Penalty: 3540.759521
	Iteration 11Q: 3 clusters Score -6809287 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -6810234.500000 Penalty: 3540.759521
	Iteration 12Q: 3 clusters Score -6810234 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -6810800.500000 Penalty: 3540.759521
	Iteration 13Q: 3 clusters Score -6810800 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6811184.000000 Penalty: 3540.759521
	Iteration 14Q: 3 clusters Score -6811184 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -6811524.000000 Penalty: 3540.759521
	Iteration 15Q: 3 clusters Score -6811524 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -6811795.000000 Penalty: 3540.759521
	Iteration 16Q: 3 clusters Score -6811795 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -6812056.500000 Penalty: 3540.759521
	Iteration 17Q: 3 clusters Score -6812056 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -6812312.000000 Penalty: 3540.759521
	Iteration 18Q: 3 clusters Score -6812312 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -6812523.500000 Penalty: 3540.759521
	Iteration 19Q: 3 clusters Score -6812524 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -6812663.000000 Penalty: 3540.759521
	Iteration 20F: 3 clusters Score -6812663 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -6812816.500000 Penalty: 3540.759521
	Iteration 21Q: 3 clusters Score -6812816 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -6812990.500000 Penalty: 3540.759521
	Iteration 22Q: 3 clusters Score -6812990 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6813094.000000 Penalty: 3540.759521
	Iteration 23Q: 3 clusters Score -6813094 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -6813196.500000 Penalty: 3540.759521
	Iteration 24Q: 3 clusters Score -6813196 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -6813281.500000 Penalty: 3540.759521
	Iteration 25Q: 3 clusters Score -6813282 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -6813366.500000 Penalty: 3540.759521
	Iteration 26Q: 3 clusters Score -6813366 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -6813454.500000 Penalty: 3540.759521
	Iteration 27Q: 3 clusters Score -6813454 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6813546.500000 Penalty: 3540.759521
	Iteration 28Q: 3 clusters Score -6813546 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6813620.500000 Penalty: 3540.759521
	Iteration 29Q: 3 clusters Score -6813620 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6813673.500000 Penalty: 3540.759521
	Iteration 30Q: 3 clusters Score -6813674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6813735.500000 Penalty: 3540.759521
	Iteration 31Q: 3 clusters Score -6813736 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6813774.500000 Penalty: 3540.759521
	Iteration 32Q: 3 clusters Score -6813774 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6813815.000000 Penalty: 3540.759521
	Iteration 33Q: 3 clusters Score -6813815 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6813858.000000 Penalty: 3540.759521
	Iteration 34Q: 3 clusters Score -6813858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6813884.000000 Penalty: 3540.759521
	Iteration 35Q: 3 clusters Score -6813884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6813910.000000 Penalty: 3540.759521
	Iteration 36Q: 3 clusters Score -6813910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6813935.500000 Penalty: 3540.759521
	Iteration 37Q: 3 clusters Score -6813936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6813945.000000 Penalty: 3540.759521
	Iteration 38Q: 3 clusters Score -6813945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6813966.500000 Penalty: 3540.759521
	Iteration 39Q: 3 clusters Score -6813966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6813988.500000 Penalty: 3540.759521
	Iteration 40F: 3 clusters Score -6813988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6814003.000000 Penalty: 3540.759521
	Iteration 41Q: 3 clusters Score -6814003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6814014.000000 Penalty: 3540.759521
	Iteration 42Q: 3 clusters Score -6814014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6814037.000000 Penalty: 3540.759521
	Iteration 43Q: 3 clusters Score -6814037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6814056.000000 Penalty: 3540.759521
	Iteration 44Q: 3 clusters Score -6814056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6814077.500000 Penalty: 3540.759521
	Iteration 45Q: 3 clusters Score -6814078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6814092.500000 Penalty: 3540.759521
	Iteration 46Q: 3 clusters Score -6814092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6814092.500000 Penalty: 3540.759521
	Iteration 47Q: 3 clusters Score -6814092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6814104.500000 Penalty: 3540.759521
	Iteration 48Q: 3 clusters Score -6814104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6814114.000000 Penalty: 3540.759521
	Iteration 49Q: 3 clusters Score -6814114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6814122.000000 Penalty: 3540.759521
	Iteration 50Q: 3 clusters Score -6814122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6814138.000000 Penalty: 3540.759521
	Iteration 51Q: 3 clusters Score -6814138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6814145.500000 Penalty: 3540.759521
	Iteration 52Q: 3 clusters Score -6814146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6814148.000000 Penalty: 3540.759521
	Iteration 53Q: 3 clusters Score -6814148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6814168.500000 Penalty: 3540.759521
	Iteration 54Q: 3 clusters Score -6814168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6814175.000000 Penalty: 3540.759521
	Iteration 55Q: 3 clusters Score -6814175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6814181.000000 Penalty: 3540.759521
	Iteration 56Q: 3 clusters Score -6814181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6814181.000000 Penalty: 3540.759521
	Iteration 57Q: 3 clusters Score -6814181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6814193.000000 Penalty: 3540.759521
	Iteration 58Q: 3 clusters Score -6814193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6814188.500000 Penalty: 3540.759521
	Iteration 59Q: 3 clusters Score -6814188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6814195.000000 Penalty: 3540.759521
	Iteration 60F: 3 clusters Score -6814195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6814207.500000 Penalty: 3540.759521
	Iteration 61Q: 3 clusters Score -6814208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6814201.500000 Penalty: 3540.759521
	Iteration 62Q: 3 clusters Score -6814202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6814212.500000 Penalty: 3540.759521
	Iteration 63Q: 3 clusters Score -6814212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6814209.000000 Penalty: 3540.759521
	Iteration 64Q: 3 clusters Score -6814209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6814210.000000 Penalty: 3540.759521
	Iteration 65Q: 3 clusters Score -6814210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6814211.500000 Penalty: 3540.759521
	Iteration 66Q: 3 clusters Score -6814212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6814218.500000 Penalty: 3540.759521
	Iteration 67Q: 3 clusters Score -6814218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6814226.500000 Penalty: 3540.759521
	Iteration 68Q: 3 clusters Score -6814226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6814226.500000 Penalty: 3540.759521
	Iteration 69Q: 3 clusters Score -6814226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6814223.000000 Penalty: 3540.759521
	Iteration 70Q: 3 clusters Score -6814223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6814221.500000 Penalty: 3540.759521
	Iteration 71Q: 3 clusters Score -6814222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6814224.000000 Penalty: 3540.759521
	Iteration 72Q: 3 clusters Score -6814224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6814230.000000 Penalty: 3540.759521
	Iteration 73Q: 3 clusters Score -6814230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6814230.000000 Penalty: 3540.759521
	Iteration 74Q: 3 clusters Score -6814230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6814228.500000 Penalty: 3540.759521
	Iteration 75Q: 3 clusters Score -6814228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6814231.000000 Penalty: 3540.759521
	Iteration 76Q: 3 clusters Score -6814231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6814233.500000 Penalty: 3540.759521
	Iteration 77Q: 3 clusters Score -6814234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6814229.000000 Penalty: 3540.759521
	Iteration 78Q: 3 clusters Score -6814229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6814226.500000 Penalty: 3540.759521
	Iteration 79Q: 3 clusters Score -6814226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6814233.500000 Penalty: 3540.759521
	Iteration 80F: 3 clusters Score -6814234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6814232.500000 Penalty: 3540.759521
	Iteration 81Q: 3 clusters Score -6814232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6814227.500000 Penalty: 3540.759521
	Iteration 82Q: 3 clusters Score -6814228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6814230.500000 Penalty: 3540.759521
	Iteration 83Q: 3 clusters Score -6814230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6814232.000000 Penalty: 3540.759521
	Iteration 84Q: 3 clusters Score -6814232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6814234.500000 Penalty: 3540.759521
	Iteration 85Q: 3 clusters Score -6814234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6814232.500000 Penalty: 3540.759521
	Iteration 86Q: 3 clusters Score -6814232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6814237.000000 Penalty: 3540.759521
	Iteration 87Q: 3 clusters Score -6814237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6814232.500000 Penalty: 3540.759521
	Iteration 88Q: 3 clusters Score -6814232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6814228.000000 Penalty: 3540.759521
	Iteration 89Q: 3 clusters Score -6814228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6814229.500000 Penalty: 3540.759521
	Iteration 90Q: 3 clusters Score -6814230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6814226.500000 Penalty: 3540.759521
	Iteration 91Q: 3 clusters Score -6814226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6814228.000000 Penalty: 3540.759521
	Iteration 92Q: 3 clusters Score -6814228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6814228.000000 Penalty: 3540.759521
	Iteration 93F: 3 clusters Score -6814228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -30227.417969 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -30227.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29348.205078 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -29348.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29436.191406 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -29436.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29470.611328 Penalty: 1810.950073
	Iteration 2Q: 3 clusters Score -29470.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29478.015625 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -29478.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29484.263672 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -29484.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29484.263672 Penalty: 1810.950073
	Iteration 5F: 3 clusters Score -29484.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Entering Unmasked Estep 
Score: -2162491.750000 Penalty: 1588.534546
	Iteration 0F: 2 clusters Score -2162492 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 8729 members 
Entering Unmasked Estep 
Score: -2150516.750000 Penalty: 3177.069092
	Iteration 0F: 3 clusters Score -2150517 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2154657.500000 Penalty: 3177.069092
	Iteration 1F: 3 clusters Score -2154658 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2155012.750000 Penalty: 3177.069092
	Iteration 2F: 3 clusters Score -2155013 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2155332.000000 Penalty: 3177.069092
	Iteration 3Q: 3 clusters Score -2155332 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2155682.250000 Penalty: 3177.069092
	Iteration 4Q: 3 clusters Score -2155682 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2156106.250000 Penalty: 3177.069092
	Iteration 5Q: 3 clusters Score -2156106 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2156590.250000 Penalty: 3177.069092
	Iteration 6F: 3 clusters Score -2156590 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2157170.500000 Penalty: 3177.069092
	Iteration 7F: 3 clusters Score -2157170 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2157873.250000 Penalty: 3177.069092
	Iteration 8F: 3 clusters Score -2157873 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2158598.500000 Penalty: 3177.069092
	Iteration 9F: 3 clusters Score -2158598 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2159247.500000 Penalty: 3177.069092
	Iteration 10Q: 3 clusters Score -2159248 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2159806.250000 Penalty: 3177.069092
	Iteration 11Q: 3 clusters Score -2159806 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2160240.250000 Penalty: 3177.069092
	Iteration 12Q: 3 clusters Score -2160240 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2160587.000000 Penalty: 3177.069092
	Iteration 13Q: 3 clusters Score -2160587 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2160809.000000 Penalty: 3177.069092
	Iteration 14Q: 3 clusters Score -2160809 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2160942.250000 Penalty: 3177.069092
	Iteration 15Q: 3 clusters Score -2160942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2161028.000000 Penalty: 3177.069092
	Iteration 16Q: 3 clusters Score -2161028 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2161083.750000 Penalty: 3177.069092
	Iteration 17Q: 3 clusters Score -2161084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2161117.750000 Penalty: 3177.069092
	Iteration 18Q: 3 clusters Score -2161118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2161142.250000 Penalty: 3177.069092
	Iteration 19Q: 3 clusters Score -2161142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2161153.250000 Penalty: 3177.069092
	Iteration 20F: 3 clusters Score -2161153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2161165.000000 Penalty: 3177.069092
	Iteration 21Q: 3 clusters Score -2161165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2161170.000000 Penalty: 3177.069092
	Iteration 22Q: 3 clusters Score -2161170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2161173.750000 Penalty: 3177.069092
	Iteration 23Q: 3 clusters Score -2161174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2161179.250000 Penalty: 3177.069092
	Iteration 24Q: 3 clusters Score -2161179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2161178.750000 Penalty: 3177.069092
	Iteration 25Q: 3 clusters Score -2161179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2161180.750000 Penalty: 3177.069092
	Iteration 26Q: 3 clusters Score -2161181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2161183.000000 Penalty: 3177.069092
	Iteration 27Q: 3 clusters Score -2161183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2161185.750000 Penalty: 3177.069092
	Iteration 28Q: 3 clusters Score -2161186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2161186.250000 Penalty: 3177.069092
	Iteration 29Q: 3 clusters Score -2161186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2161189.000000 Penalty: 3177.069092
	Iteration 30Q: 3 clusters Score -2161189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2161189.000000 Penalty: 3177.069092
	Iteration 31F: 3 clusters Score -2161189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -391218.468750 Penalty: 1316.276245
	Iteration 0F: 2 clusters Score -391218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -388346.937500 Penalty: 2632.552490
	Iteration 0F: 3 clusters Score -388346.9 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -389297.625000 Penalty: 2632.552490
	Iteration 1F: 3 clusters Score -389297.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -389639.906250 Penalty: 2632.552490
	Iteration 2F: 3 clusters Score -389639.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -389997.125000 Penalty: 2632.552490
	Iteration 3F: 3 clusters Score -389997.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -390337.312500 Penalty: 2632.552490
	Iteration 4F: 3 clusters Score -390337.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -390599.343750 Penalty: 2632.552490
	Iteration 5F: 3 clusters Score -390599.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -390783.750000 Penalty: 2632.552490
	Iteration 6F: 3 clusters Score -390783.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -390915.812500 Penalty: 2632.552490
	Iteration 7Q: 3 clusters Score -390915.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -391048.656250 Penalty: 2632.552490
	Iteration 8Q: 3 clusters Score -391048.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -391232.062500 Penalty: 2632.552490
	Iteration 9Q: 3 clusters Score -391232.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -391379.281250 Penalty: 2632.552490
	Iteration 10Q: 3 clusters Score -391379.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -391456.218750 Penalty: 2632.552490
	Iteration 11Q: 3 clusters Score -391456.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -391482.375000 Penalty: 2632.552490
	Iteration 12Q: 3 clusters Score -391482.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -391494.375000 Penalty: 2632.552490
	Iteration 13Q: 3 clusters Score -391494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -391502.156250 Penalty: 2632.552490
	Iteration 14Q: 3 clusters Score -391502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -391507.031250 Penalty: 2632.552490
	Iteration 15Q: 3 clusters Score -391507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -391511.312500 Penalty: 2632.552490
	Iteration 16Q: 3 clusters Score -391511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -391514.718750 Penalty: 2632.552490
	Iteration 17Q: 3 clusters Score -391514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -391517.781250 Penalty: 2632.552490
	Iteration 18Q: 3 clusters Score -391517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -391521.281250 Penalty: 2632.552490
	Iteration 19Q: 3 clusters Score -391521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -391524.156250 Penalty: 2632.552490
	Iteration 20F: 3 clusters Score -391524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -391524.125000 Penalty: 2632.552490
	Iteration 21Q: 3 clusters Score -391524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -391527.093750 Penalty: 2632.552490
	Iteration 22Q: 3 clusters Score -391527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -391535.093750 Penalty: 2632.552490
	Iteration 23Q: 3 clusters Score -391535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -391538.031250 Penalty: 2632.552490
	Iteration 24Q: 3 clusters Score -391538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -391539.531250 Penalty: 2632.552490
	Iteration 25Q: 3 clusters Score -391539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -391539.531250 Penalty: 2632.552490
	Iteration 26F: 3 clusters Score -391539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 1353 members 
Entering Unmasked Estep 
Score: -141751216.000000 Penalty: 90746.617188
Splitting cluster 8 changes total score from -141751920.000000 to -141751216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (97049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Entering Unmasked Estep 
Score: -12008976.000000 Penalty: 1865.982788
	Iteration 0F: 2 clusters Score -1.200898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -11945074.000000 Penalty: 3731.965576
	Iteration 0F: 3 clusters Score -1.194507e+07 nChanged 46306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -11972100.000000 Penalty: 3731.965576
	Iteration 1F: 3 clusters Score -1.19721e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -11973326.000000 Penalty: 3731.965576
	Iteration 2Q: 3 clusters Score -1.197333e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -11975171.000000 Penalty: 3731.965576
	Iteration 3Q: 3 clusters Score -1.197517e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -11978227.000000 Penalty: 3731.965576
	Iteration 4F: 3 clusters Score -1.197823e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -11982706.000000 Penalty: 3731.965576
	Iteration 5F: 3 clusters Score -1.198271e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -11988650.000000 Penalty: 3731.965576
	Iteration 6F: 3 clusters Score -1.198865e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -11994571.000000 Penalty: 3731.965576
	Iteration 7F: 3 clusters Score -1.199457e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -11999115.000000 Penalty: 3731.965576
	Iteration 8F: 3 clusters Score -1.199912e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -12002111.000000 Penalty: 3731.965576
	Iteration 9Q: 3 clusters Score -1.200211e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -12003976.000000 Penalty: 3731.965576
	Iteration 10Q: 3 clusters Score -1.200398e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -12005292.000000 Penalty: 3731.965576
	Iteration 11Q: 3 clusters Score -1.200529e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -12006022.000000 Penalty: 3731.965576
	Iteration 12Q: 3 clusters Score -1.200602e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -12006579.000000 Penalty: 3731.965576
	Iteration 13Q: 3 clusters Score -1.200658e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -12007043.000000 Penalty: 3731.965576
	Iteration 14Q: 3 clusters Score -1.200704e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -12007385.000000 Penalty: 3731.965576
	Iteration 15Q: 3 clusters Score -1.200738e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -12007709.000000 Penalty: 3731.965576
	Iteration 16Q: 3 clusters Score -1.200771e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -12007939.000000 Penalty: 3731.965576
	Iteration 17Q: 3 clusters Score -1.200794e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -12008141.000000 Penalty: 3731.965576
	Iteration 18Q: 3 clusters Score -1.200814e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -12008275.000000 Penalty: 3731.965576
	Iteration 19Q: 3 clusters Score -1.200828e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -12008342.000000 Penalty: 3731.965576
	Iteration 20F: 3 clusters Score -1.200834e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -12008412.000000 Penalty: 3731.965576
	Iteration 21Q: 3 clusters Score -1.200841e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -12008440.000000 Penalty: 3731.965576
	Iteration 22Q: 3 clusters Score -1.200844e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -12008492.000000 Penalty: 3731.965576
	Iteration 23Q: 3 clusters Score -1.200849e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -12008518.000000 Penalty: 3731.965576
	Iteration 24Q: 3 clusters Score -1.200852e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12008516.000000 Penalty: 3731.965576
	Iteration 25Q: 3 clusters Score -1.200852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -12008536.000000 Penalty: 3731.965576
	Iteration 26Q: 3 clusters Score -1.200854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12008540.000000 Penalty: 3731.965576
	Iteration 27Q: 3 clusters Score -1.200854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12008551.000000 Penalty: 3731.965576
	Iteration 28Q: 3 clusters Score -1.200855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -12008541.000000 Penalty: 3731.965576
	Iteration 29Q: 3 clusters Score -1.200854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -12008550.000000 Penalty: 3731.965576
	Iteration 30Q: 3 clusters Score -1.200855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12008557.000000 Penalty: 3731.965576
	Iteration 31Q: 3 clusters Score -1.200856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12008553.000000 Penalty: 3731.965576
	Iteration 32Q: 3 clusters Score -1.200855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -12008557.000000 Penalty: 3731.965576
	Iteration 33Q: 3 clusters Score -1.200856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -12008567.000000 Penalty: 3731.965576
	Iteration 34Q: 3 clusters Score -1.200857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -12008564.000000 Penalty: 3731.965576
	Iteration 35Q: 3 clusters Score -1.200856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -12008568.000000 Penalty: 3731.965576
	Iteration 36Q: 3 clusters Score -1.200857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12008564.000000 Penalty: 3731.965576
	Iteration 37Q: 3 clusters Score -1.200856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -12008574.000000 Penalty: 3731.965576
	Iteration 38Q: 3 clusters Score -1.200857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -12008571.000000 Penalty: 3731.965576
	Iteration 39Q: 3 clusters Score -1.200857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -12008570.000000 Penalty: 3731.965576
	Iteration 40F: 3 clusters Score -1.200857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -12008574.000000 Penalty: 3731.965576
	Iteration 41Q: 3 clusters Score -1.200857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -12008575.000000 Penalty: 3731.965576
	Iteration 42Q: 3 clusters Score -1.200858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -12008581.000000 Penalty: 3731.965576
	Iteration 43Q: 3 clusters Score -1.200858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -12008586.000000 Penalty: 3731.965576
	Iteration 44Q: 3 clusters Score -1.200859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12008585.000000 Penalty: 3731.965576
	Iteration 45Q: 3 clusters Score -1.200858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12008585.000000 Penalty: 3731.965576
	Iteration 46F: 3 clusters Score -1.200858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Entering Unmasked Estep 
Score: -3188829.750000 Penalty: 1652.238159
	Iteration 0F: 2 clusters Score -3188830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3171226.000000 Penalty: 3304.476318
	Iteration 0F: 3 clusters Score -3171226 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3177754.750000 Penalty: 3304.476318
	Iteration 1F: 3 clusters Score -3177755 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3178208.750000 Penalty: 3304.476318
	Iteration 2Q: 3 clusters Score -3178209 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3178685.000000 Penalty: 3304.476318
	Iteration 3Q: 3 clusters Score -3178685 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3179211.000000 Penalty: 3304.476318
	Iteration 4Q: 3 clusters Score -3179211 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3179911.250000 Penalty: 3304.476318
	Iteration 5F: 3 clusters Score -3179911 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3180863.000000 Penalty: 3304.476318
	Iteration 6F: 3 clusters Score -3180863 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3182176.750000 Penalty: 3304.476318
	Iteration 7F: 3 clusters Score -3182177 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3183678.750000 Penalty: 3304.476318
	Iteration 8F: 3 clusters Score -3183679 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3185103.250000 Penalty: 3304.476318
	Iteration 9F: 3 clusters Score -3185103 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3186216.000000 Penalty: 3304.476318
	Iteration 10Q: 3 clusters Score -3186216 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3186831.750000 Penalty: 3304.476318
	Iteration 11Q: 3 clusters Score -3186832 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3187114.250000 Penalty: 3304.476318
	Iteration 12Q: 3 clusters Score -3187114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3187239.500000 Penalty: 3304.476318
	Iteration 13Q: 3 clusters Score -3187240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3187296.000000 Penalty: 3304.476318
	Iteration 14Q: 3 clusters Score -3187296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3187324.000000 Penalty: 3304.476318
	Iteration 15Q: 3 clusters Score -3187324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3187341.750000 Penalty: 3304.476318
	Iteration 16Q: 3 clusters Score -3187342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3187363.000000 Penalty: 3304.476318
	Iteration 17Q: 3 clusters Score -3187363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3187369.500000 Penalty: 3304.476318
	Iteration 18Q: 3 clusters Score -3187370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3187375.000000 Penalty: 3304.476318
	Iteration 19Q: 3 clusters Score -3187375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3187377.250000 Penalty: 3304.476318
	Iteration 20F: 3 clusters Score -3187377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -61696.921875 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -61696.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60542.980469 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -60542.98 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60822.875000 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -60822.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60930.183594 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -60930.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60992.554688 Penalty: 2081.699219
	Iteration 3F: 3 clusters Score -60992.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61034.757812 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -61034.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61055.812500 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -61055.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61064.148438 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -61064.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61076.402344 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -61076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61077.308594 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -61077.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61079.257812 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -61079.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61079.257812 Penalty: 2081.699219
	Iteration 10F: 3 clusters Score -61079.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -790029.500000 Penalty: 1430.385498
	Iteration 0F: 2 clusters Score -790029.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -785084.375000 Penalty: 2860.770996
	Iteration 0F: 3 clusters Score -785084.4 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -786578.562500 Penalty: 2860.770996
	Iteration 1F: 3 clusters Score -786578.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -786783.375000 Penalty: 2860.770996
	Iteration 2F: 3 clusters Score -786783.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -786952.250000 Penalty: 2860.770996
	Iteration 3Q: 3 clusters Score -786952.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -787100.187500 Penalty: 2860.770996
	Iteration 4Q: 3 clusters Score -787100.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -787252.500000 Penalty: 2860.770996
	Iteration 5Q: 3 clusters Score -787252.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -787426.875000 Penalty: 2860.770996
	Iteration 6Q: 3 clusters Score -787426.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -787603.625000 Penalty: 2860.770996
	Iteration 7Q: 3 clusters Score -787603.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -787787.000000 Penalty: 2860.770996
	Iteration 8Q: 3 clusters Score -787787 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -787949.125000 Penalty: 2860.770996
	Iteration 9Q: 3 clusters Score -787949.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -788123.937500 Penalty: 2860.770996
	Iteration 10Q: 3 clusters Score -788123.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -788310.625000 Penalty: 2860.770996
	Iteration 11Q: 3 clusters Score -788310.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -788506.562500 Penalty: 2860.770996
	Iteration 12Q: 3 clusters Score -788506.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -788712.250000 Penalty: 2860.770996
	Iteration 13Q: 3 clusters Score -788712.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -788946.437500 Penalty: 2860.770996
	Iteration 14Q: 3 clusters Score -788946.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -789099.187500 Penalty: 2860.770996
	Iteration 15Q: 3 clusters Score -789099.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -789197.875000 Penalty: 2860.770996
	Iteration 16Q: 3 clusters Score -789197.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -789276.125000 Penalty: 2860.770996
	Iteration 17Q: 3 clusters Score -789276.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -789338.187500 Penalty: 2860.770996
	Iteration 18Q: 3 clusters Score -789338.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -789378.562500 Penalty: 2860.770996
	Iteration 19Q: 3 clusters Score -789378.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -789401.562500 Penalty: 2860.770996
	Iteration 20F: 3 clusters Score -789401.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -789419.812500 Penalty: 2860.770996
	Iteration 21Q: 3 clusters Score -789419.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -789427.687500 Penalty: 2860.770996
	Iteration 22Q: 3 clusters Score -789427.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -789439.312500 Penalty: 2860.770996
	Iteration 23Q: 3 clusters Score -789439.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -789448.562500 Penalty: 2860.770996
	Iteration 24Q: 3 clusters Score -789448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -789455.062500 Penalty: 2860.770996
	Iteration 25Q: 3 clusters Score -789455.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -789462.187500 Penalty: 2860.770996
	Iteration 26Q: 3 clusters Score -789462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -789465.062500 Penalty: 2860.770996
	Iteration 27Q: 3 clusters Score -789465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -789465.562500 Penalty: 2860.770996
	Iteration 28Q: 3 clusters Score -789465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -789470.562500 Penalty: 2860.770996
	Iteration 29Q: 3 clusters Score -789470.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -789472.312500 Penalty: 2860.770996
	Iteration 30Q: 3 clusters Score -789472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -789474.250000 Penalty: 2860.770996
	Iteration 31Q: 3 clusters Score -789474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -789474.750000 Penalty: 2860.770996
	Iteration 32Q: 3 clusters Score -789474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -789476.750000 Penalty: 2860.770996
	Iteration 33Q: 3 clusters Score -789476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -789476.375000 Penalty: 2860.770996
	Iteration 34Q: 3 clusters Score -789476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -789477.062500 Penalty: 2860.770996
	Iteration 35Q: 3 clusters Score -789477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -789475.437500 Penalty: 2860.770996
	Iteration 36Q: 3 clusters Score -789475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -789475.437500 Penalty: 2860.770996
	Iteration 37F: 3 clusters Score -789475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -152604.078125 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -152604.1 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 720 members 
Entering Unmasked Estep 
Score: -150898.890625 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -150898.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -151468.656250 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -151468.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151735.578125 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -151735.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -151949.046875 Penalty: 2363.529541
	Iteration 3F: 3 clusters Score -151949 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152139.562500 Penalty: 2363.529541
	Iteration 4F: 3 clusters Score -152139.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152226.890625 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -152226.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152293.109375 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -152293.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152351.156250 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -152351.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152389.734375 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -152389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152402.671875 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -152402.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152417.703125 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -152417.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152432.937500 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -152432.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152459.781250 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -152459.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152481.171875 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -152481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152488.843750 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -152488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152505.906250 Penalty: 2363.529541
	Iteration 15Q: 3 clusters Score -152505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152518.625000 Penalty: 2363.529541
	Iteration 16Q: 3 clusters Score -152518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152525.984375 Penalty: 2363.529541
	Iteration 17Q: 3 clusters Score -152526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152527.937500 Penalty: 2363.529541
	Iteration 18Q: 3 clusters Score -152527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152528.718750 Penalty: 2363.529541
	Iteration 19Q: 3 clusters Score -152528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152529.875000 Penalty: 2363.529541
	Iteration 20F: 3 clusters Score -152529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -152533.453125 Penalty: 2363.529541
	Iteration 21Q: 3 clusters Score -152533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152536.250000 Penalty: 2363.529541
	Iteration 22Q: 3 clusters Score -152536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -152541.656250 Penalty: 2363.529541
	Iteration 23Q: 3 clusters Score -152541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152549.156250 Penalty: 2363.529541
	Iteration 24Q: 3 clusters Score -152549.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152562.109375 Penalty: 2363.529541
	Iteration 25Q: 3 clusters Score -152562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -152578.500000 Penalty: 2363.529541
	Iteration 26Q: 3 clusters Score -152578.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152601.343750 Penalty: 2363.529541
	Iteration 27Q: 3 clusters Score -152601.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152620.484375 Penalty: 2363.529541
	Iteration 28Q: 3 clusters Score -152620.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152640.640625 Penalty: 2363.529541
	Iteration 29Q: 3 clusters Score -152640.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -152660.968750 Penalty: 2363.529541
	Iteration 30Q: 3 clusters Score -152661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152677.968750 Penalty: 2363.529541
	Iteration 31Q: 3 clusters Score -152678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -152690.015625 Penalty: 2363.529541
	Iteration 32Q: 3 clusters Score -152690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -152693.609375 Penalty: 2363.529541
	Iteration 33Q: 3 clusters Score -152693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -152694.156250 Penalty: 2363.529541
	Iteration 34Q: 3 clusters Score -152694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -152694.156250 Penalty: 2363.529541
	Iteration 35F: 3 clusters Score -152694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 864 members 
Entering Unmasked Estep 
Score: -141750816.000000 Penalty: 90746.617188
Splitting cluster 13 changes total score from -141751920.000000 to -141750816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (103308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Entering Unmasked Estep 
Score: -13001733.000000 Penalty: 1876.138916
	Iteration 0F: 2 clusters Score -1.300173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -12933581.000000 Penalty: 3752.277832
	Iteration 0F: 3 clusters Score -1.293358e+07 nChanged 49491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -12962061.000000 Penalty: 3752.277832
	Iteration 1F: 3 clusters Score -1.296206e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -12963114.000000 Penalty: 3752.277832
	Iteration 2Q: 3 clusters Score -1.296311e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -12964750.000000 Penalty: 3752.277832
	Iteration 3Q: 3 clusters Score -1.296475e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -12967545.000000 Penalty: 3752.277832
	Iteration 4F: 3 clusters Score -1.296754e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -12972044.000000 Penalty: 3752.277832
	Iteration 5F: 3 clusters Score -1.297204e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -12979093.000000 Penalty: 3752.277832
	Iteration 6F: 3 clusters Score -1.297909e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 87369 members 
Entering Unmasked Estep 
Score: -12986936.000000 Penalty: 3752.277832
	Iteration 7F: 3 clusters Score -1.298694e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -12993256.000000 Penalty: 3752.277832
	Iteration 8F: 3 clusters Score -1.299326e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -12996872.000000 Penalty: 3752.277832
	Iteration 9Q: 3 clusters Score -1.299687e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 100353 members 
Entering Unmasked Estep 
Score: -12998724.000000 Penalty: 3752.277832
	Iteration 10Q: 3 clusters Score -1.299872e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -12999504.000000 Penalty: 3752.277832
	Iteration 11Q: 3 clusters Score -1.29995e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 101876 members 
Entering Unmasked Estep 
Score: -12999927.000000 Penalty: 3752.277832
	Iteration 12Q: 3 clusters Score -1.299993e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 102120 members 
Entering Unmasked Estep 
Score: -13000099.000000 Penalty: 3752.277832
	Iteration 13Q: 3 clusters Score -1.30001e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -13000194.000000 Penalty: 3752.277832
	Iteration 14Q: 3 clusters Score -1.300019e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 102320 members 
Entering Unmasked Estep 
Score: -13000271.000000 Penalty: 3752.277832
	Iteration 15Q: 3 clusters Score -1.300027e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -13000316.000000 Penalty: 3752.277832
	Iteration 16Q: 3 clusters Score -1.300032e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -13000336.000000 Penalty: 3752.277832
	Iteration 17Q: 3 clusters Score -1.300034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -13000366.000000 Penalty: 3752.277832
	Iteration 18Q: 3 clusters Score -1.300037e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -13000398.000000 Penalty: 3752.277832
	Iteration 19Q: 3 clusters Score -1.30004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 102473 members 
Entering Unmasked Estep 
Score: -13000410.000000 Penalty: 3752.277832
	Iteration 20F: 3 clusters Score -1.300041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -13000416.000000 Penalty: 3752.277832
	Iteration 21Q: 3 clusters Score -1.300042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -13000427.000000 Penalty: 3752.277832
	Iteration 22Q: 3 clusters Score -1.300043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -13000414.000000 Penalty: 3752.277832
	Iteration 23Q: 3 clusters Score -1.300041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -13000421.000000 Penalty: 3752.277832
	Iteration 24Q: 3 clusters Score -1.300042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -13000414.000000 Penalty: 3752.277832
	Iteration 25Q: 3 clusters Score -1.300041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -13000428.000000 Penalty: 3752.277832
	Iteration 26Q: 3 clusters Score -1.300043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -13000426.000000 Penalty: 3752.277832
	Iteration 27Q: 3 clusters Score -1.300043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -13000436.000000 Penalty: 3752.277832
	Iteration 28Q: 3 clusters Score -1.300044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -13000450.000000 Penalty: 3752.277832
	Iteration 29Q: 3 clusters Score -1.300045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -13000452.000000 Penalty: 3752.277832
	Iteration 30Q: 3 clusters Score -1.300045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -13000454.000000 Penalty: 3752.277832
	Iteration 31Q: 3 clusters Score -1.300045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -13000448.000000 Penalty: 3752.277832
	Iteration 32Q: 3 clusters Score -1.300045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -13000452.000000 Penalty: 3752.277832
	Iteration 33Q: 3 clusters Score -1.300045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -13000447.000000 Penalty: 3752.277832
	Iteration 34Q: 3 clusters Score -1.300045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -13000446.000000 Penalty: 3752.277832
	Iteration 35Q: 3 clusters Score -1.300045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
Score: -13000439.000000 Penalty: 3752.277832
	Iteration 36Q: 3 clusters Score -1.300044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -13000446.000000 Penalty: 3752.277832
	Iteration 37Q: 3 clusters Score -1.300045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -13000459.000000 Penalty: 3752.277832
	Iteration 38Q: 3 clusters Score -1.300046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -13000449.000000 Penalty: 3752.277832
	Iteration 39Q: 3 clusters Score -1.300045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -13000456.000000 Penalty: 3752.277832
	Iteration 40F: 3 clusters Score -1.300046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -13000459.000000 Penalty: 3752.277832
	Iteration 41Q: 3 clusters Score -1.300046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -13000460.000000 Penalty: 3752.277832
	Iteration 42Q: 3 clusters Score -1.300046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -13000460.000000 Penalty: 3752.277832
	Iteration 43Q: 3 clusters Score -1.300046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -13000460.000000 Penalty: 3752.277832
	Iteration 44F: 3 clusters Score -1.300046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (109752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Entering Unmasked Estep 
Score: -13897858.000000 Penalty: 1885.971558
	Iteration 0F: 2 clusters Score -1.389786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -13826673.000000 Penalty: 3771.943115
	Iteration 0F: 3 clusters Score -1.382667e+07 nChanged 52607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -13857088.000000 Penalty: 3771.943115
	Iteration 1F: 3 clusters Score -1.385709e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -13857775.000000 Penalty: 3771.943115
	Iteration 2Q: 3 clusters Score -1.385778e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -13858693.000000 Penalty: 3771.943115
	Iteration 3Q: 3 clusters Score -1.385869e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -13859562.000000 Penalty: 3771.943115
	Iteration 4Q: 3 clusters Score -1.385956e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -13860854.000000 Penalty: 3771.943115
	Iteration 5Q: 3 clusters Score -1.386085e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -13862974.000000 Penalty: 3771.943115
	Iteration 6Q: 3 clusters Score -1.386297e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -13866097.000000 Penalty: 3771.943115
	Iteration 7F: 3 clusters Score -1.38661e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -13870835.000000 Penalty: 3771.943115
	Iteration 8F: 3 clusters Score -1.387084e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -13876320.000000 Penalty: 3771.943115
	Iteration 9F: 3 clusters Score -1.387632e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -13879901.000000 Penalty: 3771.943115
	Iteration 10F: 3 clusters Score -1.38799e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -13881248.000000 Penalty: 3771.943115
	Iteration 11Q: 3 clusters Score -1.388125e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -13881864.000000 Penalty: 3771.943115
	Iteration 12Q: 3 clusters Score -1.388186e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -13882432.000000 Penalty: 3771.943115
	Iteration 13Q: 3 clusters Score -1.388243e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -13883015.000000 Penalty: 3771.943115
	Iteration 14Q: 3 clusters Score -1.388302e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -13883587.000000 Penalty: 3771.943115
	Iteration 15Q: 3 clusters Score -1.388359e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -13884225.000000 Penalty: 3771.943115
	Iteration 16Q: 3 clusters Score -1.388422e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -13884929.000000 Penalty: 3771.943115
	Iteration 17Q: 3 clusters Score -1.388493e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -13885736.000000 Penalty: 3771.943115
	Iteration 18Q: 3 clusters Score -1.388574e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -13886534.000000 Penalty: 3771.943115
	Iteration 19Q: 3 clusters Score -1.388653e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -13887093.000000 Penalty: 3771.943115
	Iteration 20F: 3 clusters Score -1.388709e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -13887730.000000 Penalty: 3771.943115
	Iteration 21Q: 3 clusters Score -1.388773e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -13888375.000000 Penalty: 3771.943115
	Iteration 22Q: 3 clusters Score -1.388838e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -13888934.000000 Penalty: 3771.943115
	Iteration 23Q: 3 clusters Score -1.388893e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -13889424.000000 Penalty: 3771.943115
	Iteration 24Q: 3 clusters Score -1.388942e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -13889919.000000 Penalty: 3771.943115
	Iteration 25Q: 3 clusters Score -1.388992e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -13890383.000000 Penalty: 3771.943115
	Iteration 26Q: 3 clusters Score -1.389038e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -13890983.000000 Penalty: 3771.943115
	Iteration 27Q: 3 clusters Score -1.389098e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -13891484.000000 Penalty: 3771.943115
	Iteration 28Q: 3 clusters Score -1.389148e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -13891964.000000 Penalty: 3771.943115
	Iteration 29Q: 3 clusters Score -1.389196e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -13892328.000000 Penalty: 3771.943115
	Iteration 30Q: 3 clusters Score -1.389233e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -13892823.000000 Penalty: 3771.943115
	Iteration 31Q: 3 clusters Score -1.389282e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -13893237.000000 Penalty: 3771.943115
	Iteration 32Q: 3 clusters Score -1.389324e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -13893536.000000 Penalty: 3771.943115
	Iteration 33Q: 3 clusters Score -1.389354e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -13893863.000000 Penalty: 3771.943115
	Iteration 34Q: 3 clusters Score -1.389386e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -13894206.000000 Penalty: 3771.943115
	Iteration 35Q: 3 clusters Score -1.389421e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -13894552.000000 Penalty: 3771.943115
	Iteration 36Q: 3 clusters Score -1.389455e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -13894942.000000 Penalty: 3771.943115
	Iteration 37Q: 3 clusters Score -1.389494e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -13895172.000000 Penalty: 3771.943115
	Iteration 38Q: 3 clusters Score -1.389517e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -13895489.000000 Penalty: 3771.943115
	Iteration 39Q: 3 clusters Score -1.389549e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -13895838.000000 Penalty: 3771.943115
	Iteration 40F: 3 clusters Score -1.389584e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -13896052.000000 Penalty: 3771.943115
	Iteration 41Q: 3 clusters Score -1.389605e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -13896218.000000 Penalty: 3771.943115
	Iteration 42Q: 3 clusters Score -1.389622e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -13896281.000000 Penalty: 3771.943115
	Iteration 43Q: 3 clusters Score -1.389628e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -13896436.000000 Penalty: 3771.943115
	Iteration 44Q: 3 clusters Score -1.389644e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -13896459.000000 Penalty: 3771.943115
	Iteration 45Q: 3 clusters Score -1.389646e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -13896527.000000 Penalty: 3771.943115
	Iteration 46Q: 3 clusters Score -1.389653e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -13896601.000000 Penalty: 3771.943115
	Iteration 47Q: 3 clusters Score -1.38966e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -13896636.000000 Penalty: 3771.943115
	Iteration 48Q: 3 clusters Score -1.389664e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107501 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13896653.000000 Penalty: 3771.943115
	Iteration 49Q: 3 clusters Score -1.389665e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -13896729.000000 Penalty: 3771.943115
	Iteration 50Q: 3 clusters Score -1.389673e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -13896705.000000 Penalty: 3771.943115
	Iteration 51Q: 3 clusters Score -1.38967e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13896702.000000 Penalty: 3771.943115
	Iteration 52Q: 3 clusters Score -1.38967e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108288 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13896684.000000 Penalty: 3771.943115
	Iteration 53Q: 3 clusters Score -1.389668e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13896684.000000 Penalty: 3771.943115
	Iteration 54Q: 3 clusters Score -1.389668e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -13896675.000000 Penalty: 3771.943115
	Iteration 55Q: 3 clusters Score -1.389668e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -13896681.000000 Penalty: 3771.943115
	Iteration 56Q: 3 clusters Score -1.389668e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13896681.000000 Penalty: 3771.943115
	Iteration 57Q: 3 clusters Score -1.389668e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13896695.000000 Penalty: 3771.943115
	Iteration 58Q: 3 clusters Score -1.38967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13896729.000000 Penalty: 3771.943115
	Iteration 59Q: 3 clusters Score -1.389673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -13896725.000000 Penalty: 3771.943115
	Iteration 60F: 3 clusters Score -1.389672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13896707.000000 Penalty: 3771.943115
	Iteration 61Q: 3 clusters Score -1.389671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13896709.000000 Penalty: 3771.943115
	Iteration 62Q: 3 clusters Score -1.389671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13896697.000000 Penalty: 3771.943115
	Iteration 63Q: 3 clusters Score -1.38967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13896704.000000 Penalty: 3771.943115
	Iteration 64Q: 3 clusters Score -1.38967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13896711.000000 Penalty: 3771.943115
	Iteration 65Q: 3 clusters Score -1.389671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13896706.000000 Penalty: 3771.943115
	Iteration 66Q: 3 clusters Score -1.389671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13896717.000000 Penalty: 3771.943115
	Iteration 67Q: 3 clusters Score -1.389672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13896717.000000 Penalty: 3771.943115
	Iteration 68F: 3 clusters Score -1.389672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Entering Unmasked Estep 
Score: -5315822.000000 Penalty: 1729.734497
	Iteration 0F: 2 clusters Score -5315822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5287588.500000 Penalty: 3459.468994
	Iteration 0F: 3 clusters Score -5287588 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -5298813.500000 Penalty: 3459.468994
	Iteration 1F: 3 clusters Score -5298814 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5299229.000000 Penalty: 3459.468994
	Iteration 2Q: 3 clusters Score -5299229 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -5299638.500000 Penalty: 3459.468994
	Iteration 3Q: 3 clusters Score -5299638 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5300077.500000 Penalty: 3459.468994
	Iteration 4Q: 3 clusters Score -5300078 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -5300645.500000 Penalty: 3459.468994
	Iteration 5Q: 3 clusters Score -5300646 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5301424.500000 Penalty: 3459.468994
	Iteration 6Q: 3 clusters Score -5301424 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -5302592.500000 Penalty: 3459.468994
	Iteration 7F: 3 clusters Score -5302592 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -5304279.500000 Penalty: 3459.468994
	Iteration 8F: 3 clusters Score -5304280 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -5306483.000000 Penalty: 3459.468994
	Iteration 9F: 3 clusters Score -5306483 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5308832.000000 Penalty: 3459.468994
	Iteration 10F: 3 clusters Score -5308832 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -5310533.500000 Penalty: 3459.468994
	Iteration 11Q: 3 clusters Score -5310534 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5311338.000000 Penalty: 3459.468994
	Iteration 12Q: 3 clusters Score -5311338 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5311784.000000 Penalty: 3459.468994
	Iteration 13Q: 3 clusters Score -5311784 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -5312014.000000 Penalty: 3459.468994
	Iteration 14Q: 3 clusters Score -5312014 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -5312213.500000 Penalty: 3459.468994
	Iteration 15Q: 3 clusters Score -5312214 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -5312390.000000 Penalty: 3459.468994
	Iteration 16Q: 3 clusters Score -5312390 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -5312508.500000 Penalty: 3459.468994
	Iteration 17Q: 3 clusters Score -5312508 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5312683.000000 Penalty: 3459.468994
	Iteration 18Q: 3 clusters Score -5312683 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -5312845.000000 Penalty: 3459.468994
	Iteration 19Q: 3 clusters Score -5312845 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5312976.500000 Penalty: 3459.468994
	Iteration 20F: 3 clusters Score -5312976 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5313087.000000 Penalty: 3459.468994
	Iteration 21Q: 3 clusters Score -5313087 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5313188.500000 Penalty: 3459.468994
	Iteration 22Q: 3 clusters Score -5313188 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -5313315.500000 Penalty: 3459.468994
	Iteration 23Q: 3 clusters Score -5313316 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5313394.000000 Penalty: 3459.468994
	Iteration 24Q: 3 clusters Score -5313394 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5313479.500000 Penalty: 3459.468994
	Iteration 25Q: 3 clusters Score -5313480 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5313581.500000 Penalty: 3459.468994
	Iteration 26Q: 3 clusters Score -5313582 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5313693.000000 Penalty: 3459.468994
	Iteration 27Q: 3 clusters Score -5313693 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5313770.500000 Penalty: 3459.468994
	Iteration 28Q: 3 clusters Score -5313770 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5313837.500000 Penalty: 3459.468994
	Iteration 29Q: 3 clusters Score -5313838 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5313897.500000 Penalty: 3459.468994
	Iteration 30Q: 3 clusters Score -5313898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5313975.500000 Penalty: 3459.468994
	Iteration 31Q: 3 clusters Score -5313976 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5314045.000000 Penalty: 3459.468994
	Iteration 32Q: 3 clusters Score -5314045 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5314096.000000 Penalty: 3459.468994
	Iteration 33Q: 3 clusters Score -5314096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5314152.000000 Penalty: 3459.468994
	Iteration 34Q: 3 clusters Score -5314152 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5314198.000000 Penalty: 3459.468994
	Iteration 35Q: 3 clusters Score -5314198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5314239.500000 Penalty: 3459.468994
	Iteration 36Q: 3 clusters Score -5314240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5314256.000000 Penalty: 3459.468994
	Iteration 37Q: 3 clusters Score -5314256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5314302.000000 Penalty: 3459.468994
	Iteration 38Q: 3 clusters Score -5314302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5314341.000000 Penalty: 3459.468994
	Iteration 39Q: 3 clusters Score -5314341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5314345.000000 Penalty: 3459.468994
	Iteration 40F: 3 clusters Score -5314345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5314369.000000 Penalty: 3459.468994
	Iteration 41Q: 3 clusters Score -5314369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5314382.500000 Penalty: 3459.468994
	Iteration 42Q: 3 clusters Score -5314382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5314384.500000 Penalty: 3459.468994
	Iteration 43Q: 3 clusters Score -5314384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5314389.500000 Penalty: 3459.468994
	Iteration 44Q: 3 clusters Score -5314390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5314395.500000 Penalty: 3459.468994
	Iteration 45Q: 3 clusters Score -5314396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5314401.500000 Penalty: 3459.468994
	Iteration 46Q: 3 clusters Score -5314402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5314413.000000 Penalty: 3459.468994
	Iteration 47Q: 3 clusters Score -5314413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5314418.500000 Penalty: 3459.468994
	Iteration 48Q: 3 clusters Score -5314418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5314426.500000 Penalty: 3459.468994
	Iteration 49Q: 3 clusters Score -5314426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5314426.500000 Penalty: 3459.468994
	Iteration 50Q: 3 clusters Score -5314426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5314430.500000 Penalty: 3459.468994
	Iteration 51Q: 3 clusters Score -5314430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5314430.000000 Penalty: 3459.468994
	Iteration 52Q: 3 clusters Score -5314430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5314443.500000 Penalty: 3459.468994
	Iteration 53Q: 3 clusters Score -5314444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5314446.500000 Penalty: 3459.468994
	Iteration 54Q: 3 clusters Score -5314446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5314454.500000 Penalty: 3459.468994
	Iteration 55Q: 3 clusters Score -5314454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5314457.000000 Penalty: 3459.468994
	Iteration 56Q: 3 clusters Score -5314457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5314467.000000 Penalty: 3459.468994
	Iteration 57Q: 3 clusters Score -5314467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5314477.000000 Penalty: 3459.468994
	Iteration 58Q: 3 clusters Score -5314477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5314482.000000 Penalty: 3459.468994
	Iteration 59Q: 3 clusters Score -5314482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5314488.000000 Penalty: 3459.468994
	Iteration 60F: 3 clusters Score -5314488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5314484.500000 Penalty: 3459.468994
	Iteration 61Q: 3 clusters Score -5314484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5314483.500000 Penalty: 3459.468994
	Iteration 62Q: 3 clusters Score -5314484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5314486.500000 Penalty: 3459.468994
	Iteration 63Q: 3 clusters Score -5314486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5314495.000000 Penalty: 3459.468994
	Iteration 64Q: 3 clusters Score -5314495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5314497.000000 Penalty: 3459.468994
	Iteration 65Q: 3 clusters Score -5314497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5314499.500000 Penalty: 3459.468994
	Iteration 66Q: 3 clusters Score -5314500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5314500.500000 Penalty: 3459.468994
	Iteration 67Q: 3 clusters Score -5314500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5314509.000000 Penalty: 3459.468994
	Iteration 68Q: 3 clusters Score -5314509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5314508.500000 Penalty: 3459.468994
	Iteration 69Q: 3 clusters Score -5314508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5314515.500000 Penalty: 3459.468994
	Iteration 70Q: 3 clusters Score -5314516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5314515.000000 Penalty: 3459.468994
	Iteration 71Q: 3 clusters Score -5314515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5314518.500000 Penalty: 3459.468994
	Iteration 72Q: 3 clusters Score -5314518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5314513.500000 Penalty: 3459.468994
	Iteration 73Q: 3 clusters Score -5314514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5314517.500000 Penalty: 3459.468994
	Iteration 74Q: 3 clusters Score -5314518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5314513.000000 Penalty: 3459.468994
	Iteration 75Q: 3 clusters Score -5314513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5314515.500000 Penalty: 3459.468994
	Iteration 76Q: 3 clusters Score -5314516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5314513.500000 Penalty: 3459.468994
	Iteration 77Q: 3 clusters Score -5314514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5314516.500000 Penalty: 3459.468994
	Iteration 78Q: 3 clusters Score -5314516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5314516.500000 Penalty: 3459.468994
	Iteration 79F: 3 clusters Score -5314516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38836.507812 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -38836.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37975.179688 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -37975.18 nChanged 146
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: -38507.648438 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -38507.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38728.320312 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -38728.32 nChanged 31
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: -38845.238281 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -38845.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38883.058594 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -38883.06 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: -38898.441406 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -38898.44 nChanged 4
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: -38911.312500 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -38911.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38932.808594 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -38932.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38960.660156 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -38960.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -38994.203125 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -38994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39004.906250 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -39004.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39013.859375 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -39013.86 nChanged 3
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: -39021.871094 Penalty: 2011.852417
	Iteration 12Q: 3 clusters Score -39021.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39029.476562 Penalty: 2011.852417
	Iteration 13Q: 3 clusters Score -39029.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39032.078125 Penalty: 2011.852417
	Iteration 14Q: 3 clusters Score -39032.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39038.300781 Penalty: 2011.852417
	Iteration 15Q: 3 clusters Score -39038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39056.144531 Penalty: 2011.852417
	Iteration 16Q: 3 clusters Score -39056.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39069.796875 Penalty: 2011.852417
	Iteration 17Q: 3 clusters Score -39069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39077.152344 Penalty: 2011.852417
	Iteration 18Q: 3 clusters Score -39077.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39093.343750 Penalty: 2011.852417
	Iteration 19Q: 3 clusters Score -39093.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39152.375000 Penalty: 2011.852417
	Iteration 20F: 3 clusters Score -39152.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39254.062500 Penalty: 2011.852417
	Iteration 21Q: 3 clusters Score -39254.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39291.171875 Penalty: 2011.852417
	Iteration 22Q: 3 clusters Score -39291.17 nChanged 9
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: -39345.828125 Penalty: 2011.852417
	Iteration 23Q: 3 clusters Score -39345.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39368.070312 Penalty: 2011.852417
	Iteration 24Q: 3 clusters Score -39368.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39388.875000 Penalty: 2011.852417
	Iteration 25Q: 3 clusters Score -39388.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39408.636719 Penalty: 2011.852417
	Iteration 26Q: 3 clusters Score -39408.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39412.710938 Penalty: 2011.852417
	Iteration 27Q: 3 clusters Score -39412.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39412.710938 Penalty: 2011.852417
	Iteration 28F: 3 clusters Score -39412.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 169 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 319 members 
Entering Unmasked Estep 
Score: -141751248.000000 Penalty: 90746.617188
Splitting cluster 17 changes total score from -141751920.000000 to -141751248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -970892.750000 Penalty: 1457.777832
	Iteration 0F: 2 clusters Score -970892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -965102.125000 Penalty: 2915.555664
	Iteration 0F: 3 clusters Score -965102.1 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -966913.125000 Penalty: 2915.555664
	Iteration 1F: 3 clusters Score -966913.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -967151.375000 Penalty: 2915.555664
	Iteration 2F: 3 clusters Score -967151.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -967337.062500 Penalty: 2915.555664
	Iteration 3F: 3 clusters Score -967337.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -967484.062500 Penalty: 2915.555664
	Iteration 4Q: 3 clusters Score -967484.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -967613.687500 Penalty: 2915.555664
	Iteration 5Q: 3 clusters Score -967613.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -967726.062500 Penalty: 2915.555664
	Iteration 6Q: 3 clusters Score -967726.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -967850.062500 Penalty: 2915.555664
	Iteration 7Q: 3 clusters Score -967850.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -967955.750000 Penalty: 2915.555664
	Iteration 8Q: 3 clusters Score -967955.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -968050.312500 Penalty: 2915.555664
	Iteration 9Q: 3 clusters Score -968050.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -968144.250000 Penalty: 2915.555664
	Iteration 10Q: 3 clusters Score -968144.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -968245.625000 Penalty: 2915.555664
	Iteration 11Q: 3 clusters Score -968245.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -968336.937500 Penalty: 2915.555664
	Iteration 12Q: 3 clusters Score -968336.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -968428.500000 Penalty: 2915.555664
	Iteration 13Q: 3 clusters Score -968428.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -968511.562500 Penalty: 2915.555664
	Iteration 14Q: 3 clusters Score -968511.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -968601.875000 Penalty: 2915.555664
	Iteration 15Q: 3 clusters Score -968601.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -968681.625000 Penalty: 2915.555664
	Iteration 16Q: 3 clusters Score -968681.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -968758.125000 Penalty: 2915.555664
	Iteration 17Q: 3 clusters Score -968758.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -968832.375000 Penalty: 2915.555664
	Iteration 18Q: 3 clusters Score -968832.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -968911.562500 Penalty: 2915.555664
	Iteration 19Q: 3 clusters Score -968911.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -968989.687500 Penalty: 2915.555664
	Iteration 20F: 3 clusters Score -968989.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -969066.375000 Penalty: 2915.555664
	Iteration 21Q: 3 clusters Score -969066.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -969134.187500 Penalty: 2915.555664
	Iteration 22Q: 3 clusters Score -969134.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -969203.937500 Penalty: 2915.555664
	Iteration 23Q: 3 clusters Score -969203.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -969264.000000 Penalty: 2915.555664
	Iteration 24Q: 3 clusters Score -969264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -969314.937500 Penalty: 2915.555664
	Iteration 25Q: 3 clusters Score -969314.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -969355.000000 Penalty: 2915.555664
	Iteration 26Q: 3 clusters Score -969355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -969405.875000 Penalty: 2915.555664
	Iteration 27Q: 3 clusters Score -969405.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -969441.375000 Penalty: 2915.555664
	Iteration 28Q: 3 clusters Score -969441.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -969479.250000 Penalty: 2915.555664
	Iteration 29Q: 3 clusters Score -969479.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -969505.562500 Penalty: 2915.555664
	Iteration 30Q: 3 clusters Score -969505.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -969525.562500 Penalty: 2915.555664
	Iteration 31Q: 3 clusters Score -969525.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -969552.187500 Penalty: 2915.555664
	Iteration 32Q: 3 clusters Score -969552.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -969579.062500 Penalty: 2915.555664
	Iteration 33Q: 3 clusters Score -969579.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -969592.937500 Penalty: 2915.555664
	Iteration 34Q: 3 clusters Score -969592.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -969609.687500 Penalty: 2915.555664
	Iteration 35Q: 3 clusters Score -969609.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -969617.625000 Penalty: 2915.555664
	Iteration 36Q: 3 clusters Score -969617.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -969628.187500 Penalty: 2915.555664
	Iteration 37Q: 3 clusters Score -969628.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -969637.750000 Penalty: 2915.555664
	Iteration 38Q: 3 clusters Score -969637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -969650.937500 Penalty: 2915.555664
	Iteration 39Q: 3 clusters Score -969650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -969661.187500 Penalty: 2915.555664
	Iteration 40F: 3 clusters Score -969661.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -969670.437500 Penalty: 2915.555664
	Iteration 41Q: 3 clusters Score -969670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -969677.500000 Penalty: 2915.555664
	Iteration 42Q: 3 clusters Score -969677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -969682.812500 Penalty: 2915.555664
	Iteration 43Q: 3 clusters Score -969682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -969682.812500 Penalty: 2915.555664
	Iteration 44F: 3 clusters Score -969682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Entering Unmasked Estep 
Score: -13137026.000000 Penalty: 1876.622559
	Iteration 0F: 2 clusters Score -1.313703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -13068660.000000 Penalty: 3753.245117
	Iteration 0F: 3 clusters Score -1.306866e+07 nChanged 49644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -13098043.000000 Penalty: 3753.245117
	Iteration 1F: 3 clusters Score -1.309804e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -13098775.000000 Penalty: 3753.245117
	Iteration 2Q: 3 clusters Score -1.309878e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -13099579.000000 Penalty: 3753.245117
	Iteration 3Q: 3 clusters Score -1.309958e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -13100693.000000 Penalty: 3753.245117
	Iteration 4Q: 3 clusters Score -1.310069e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -13102285.000000 Penalty: 3753.245117
	Iteration 5Q: 3 clusters Score -1.310228e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -13104671.000000 Penalty: 3753.245117
	Iteration 6Q: 3 clusters Score -1.310467e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -13107910.000000 Penalty: 3753.245117
	Iteration 7F: 3 clusters Score -1.310791e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -13112466.000000 Penalty: 3753.245117
	Iteration 8F: 3 clusters Score -1.311247e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -13117445.000000 Penalty: 3753.245117
	Iteration 9F: 3 clusters Score -1.311744e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -13121308.000000 Penalty: 3753.245117
	Iteration 10F: 3 clusters Score -1.312131e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -13123771.000000 Penalty: 3753.245117
	Iteration 11Q: 3 clusters Score -1.312377e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -13125344.000000 Penalty: 3753.245117
	Iteration 12Q: 3 clusters Score -1.312534e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -13126533.000000 Penalty: 3753.245117
	Iteration 13Q: 3 clusters Score -1.312653e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -13127640.000000 Penalty: 3753.245117
	Iteration 14Q: 3 clusters Score -1.312764e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -13128621.000000 Penalty: 3753.245117
	Iteration 15Q: 3 clusters Score -1.312862e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -13129577.000000 Penalty: 3753.245117
	Iteration 16Q: 3 clusters Score -1.312958e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -13130543.000000 Penalty: 3753.245117
	Iteration 17Q: 3 clusters Score -1.313054e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -13131342.000000 Penalty: 3753.245117
	Iteration 18Q: 3 clusters Score -1.313134e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -13132138.000000 Penalty: 3753.245117
	Iteration 19Q: 3 clusters Score -1.313214e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -13132874.000000 Penalty: 3753.245117
	Iteration 20F: 3 clusters Score -1.313287e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -13133590.000000 Penalty: 3753.245117
	Iteration 21Q: 3 clusters Score -1.313359e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -13134216.000000 Penalty: 3753.245117
	Iteration 22Q: 3 clusters Score -1.313422e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -13134689.000000 Penalty: 3753.245117
	Iteration 23Q: 3 clusters Score -1.313469e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -13135054.000000 Penalty: 3753.245117
	Iteration 24Q: 3 clusters Score -1.313505e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -13135267.000000 Penalty: 3753.245117
	Iteration 25Q: 3 clusters Score -1.313527e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -13135427.000000 Penalty: 3753.245117
	Iteration 26Q: 3 clusters Score -1.313543e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -13135500.000000 Penalty: 3753.245117
	Iteration 27Q: 3 clusters Score -1.31355e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13135546.000000 Penalty: 3753.245117
	Iteration 28Q: 3 clusters Score -1.313555e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13135591.000000 Penalty: 3753.245117
	Iteration 29Q: 3 clusters Score -1.313559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102554 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13135613.000000 Penalty: 3753.245117
	Iteration 30Q: 3 clusters Score -1.313561e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13135647.000000 Penalty: 3753.245117
	Iteration 31Q: 3 clusters Score -1.313565e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13135696.000000 Penalty: 3753.245117
	Iteration 32Q: 3 clusters Score -1.31357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13135722.000000 Penalty: 3753.245117
	Iteration 33Q: 3 clusters Score -1.313572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13135749.000000 Penalty: 3753.245117
	Iteration 34Q: 3 clusters Score -1.313575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13135759.000000 Penalty: 3753.245117
	Iteration 35Q: 3 clusters Score -1.313576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13135743.000000 Penalty: 3753.245117
	Iteration 36Q: 3 clusters Score -1.313574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -13135732.000000 Penalty: 3753.245117
	Iteration 37Q: 3 clusters Score -1.313573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -13135727.000000 Penalty: 3753.245117
	Iteration 38Q: 3 clusters Score -1.313573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13135726.000000 Penalty: 3753.245117
	Iteration 39Q: 3 clusters Score -1.313573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13135722.000000 Penalty: 3753.245117
	Iteration 40F: 3 clusters Score -1.313572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13135731.000000 Penalty: 3753.245117
	Iteration 41Q: 3 clusters Score -1.313573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13135736.000000 Penalty: 3753.245117
	Iteration 42Q: 3 clusters Score -1.313574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13135735.000000 Penalty: 3753.245117
	Iteration 43Q: 3 clusters Score -1.313574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13135730.000000 Penalty: 3753.245117
	Iteration 44Q: 3 clusters Score -1.313573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13135727.000000 Penalty: 3753.245117
	Iteration 45Q: 3 clusters Score -1.313573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13135727.000000 Penalty: 3753.245117
	Iteration 46F: 3 clusters Score -1.313573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -553070.062500 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -553070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -549364.437500 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -549364.4 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -550528.000000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -550528 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -550777.062500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -550777.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -551028.625000 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -551028.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -551296.437500 Penalty: 2739.927490
	Iteration 4F: 3 clusters Score -551296.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -551534.750000 Penalty: 2739.927490
	Iteration 5F: 3 clusters Score -551534.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -551708.375000 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -551708.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -551839.187500 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -551839.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -551921.937500 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -551921.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -551995.562500 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -551995.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -552043.000000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -552043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -552070.875000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -552070.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -552098.875000 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -552098.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -552118.125000 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -552118.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -552128.437500 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -552128.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -552142.000000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -552142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -552149.062500 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -552149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -552154.750000 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -552154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -552163.812500 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -552163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -552167.500000 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -552167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -552172.500000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -552172.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -552175.812500 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -552175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -552179.375000 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -552179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -552180.562500 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -552180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -552182.187500 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -552182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -552182.125000 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -552182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -552183.062500 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -552183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -552183.000000 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -552183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -552185.937500 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -552185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -552186.187500 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -552186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -552190.312500 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -552190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -552193.687500 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -552193.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -552194.437500 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -552194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -552194.937500 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -552194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -552194.937500 Penalty: 2739.927490
	Iteration 34F: 3 clusters Score -552194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -28814.193359 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -28814.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27925.714844 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -27925.71 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28306.472656 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -28306.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28571.941406 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -28571.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28777.429688 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -28777.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28928.804688 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -28928.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29089.427734 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -29089.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29174.722656 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -29174.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29268.953125 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -29268.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29345.410156 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -29345.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29374.564453 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -29374.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29391.750000 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -29391.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29397.277344 Penalty: 1984.057739
	Iteration 11Q: 3 clusters Score -29397.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29403.673828 Penalty: 1984.057739
	Iteration 12Q: 3 clusters Score -29403.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29408.294922 Penalty: 1984.057739
	Iteration 13Q: 3 clusters Score -29408.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29432.291016 Penalty: 1984.057739
	Iteration 14Q: 3 clusters Score -29432.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29436.085938 Penalty: 1984.057739
	Iteration 15Q: 3 clusters Score -29436.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29436.175781 Penalty: 1984.057739
	Iteration 16F: 3 clusters Score -29436.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29450.250000 Penalty: 1984.057739
	Iteration 17Q: 3 clusters Score -29450.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29483.787109 Penalty: 1984.057739
	Iteration 18Q: 3 clusters Score -29483.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29485.281250 Penalty: 1984.057739
	Iteration 19Q: 3 clusters Score -29485.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29486.375000 Penalty: 1984.057739
	Iteration 20F: 3 clusters Score -29486.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
Score: -141751248.000000 Penalty: 90746.617188
Splitting cluster 21 changes total score from -141751920.000000 to -141751248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (63061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Entering Unmasked Estep 
Score: -7958554.500000 Penalty: 1795.926880
	Iteration 0F: 2 clusters Score -7958554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -7916584.500000 Penalty: 3591.853760
	Iteration 0F: 3 clusters Score -7916584 nChanged 29798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -7933810.500000 Penalty: 3591.853760
	Iteration 1F: 3 clusters Score -7933810 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -7934330.000000 Penalty: 3591.853760
	Iteration 2Q: 3 clusters Score -7934330 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -7934916.000000 Penalty: 3591.853760
	Iteration 3Q: 3 clusters Score -7934916 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -7935620.500000 Penalty: 3591.853760
	Iteration 4Q: 3 clusters Score -7935620 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -7936721.500000 Penalty: 3591.853760
	Iteration 5Q: 3 clusters Score -7936722 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -7938487.000000 Penalty: 3591.853760
	Iteration 6F: 3 clusters Score -7938487 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -7941146.000000 Penalty: 3591.853760
	Iteration 7F: 3 clusters Score -7941146 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7944620.500000 Penalty: 3591.853760
	Iteration 8F: 3 clusters Score -7944620 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -7948479.000000 Penalty: 3591.853760
	Iteration 9F: 3 clusters Score -7948479 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -7951698.000000 Penalty: 3591.853760
	Iteration 10F: 3 clusters Score -7951698 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -7953682.500000 Penalty: 3591.853760
	Iteration 11Q: 3 clusters Score -7953682 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -7954602.000000 Penalty: 3591.853760
	Iteration 12Q: 3 clusters Score -7954602 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -7955147.000000 Penalty: 3591.853760
	Iteration 13Q: 3 clusters Score -7955147 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -7955525.500000 Penalty: 3591.853760
	Iteration 14Q: 3 clusters Score -7955526 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -7955820.500000 Penalty: 3591.853760
	Iteration 15Q: 3 clusters Score -7955820 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -7956094.500000 Penalty: 3591.853760
	Iteration 16Q: 3 clusters Score -7956094 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -7956291.000000 Penalty: 3591.853760
	Iteration 17Q: 3 clusters Score -7956291 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7956466.500000 Penalty: 3591.853760
	Iteration 18Q: 3 clusters Score -7956466 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7956626.000000 Penalty: 3591.853760
	Iteration 19Q: 3 clusters Score -7956626 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7956754.000000 Penalty: 3591.853760
	Iteration 20F: 3 clusters Score -7956754 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -7956868.500000 Penalty: 3591.853760
	Iteration 21Q: 3 clusters Score -7956868 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7956964.000000 Penalty: 3591.853760
	Iteration 22Q: 3 clusters Score -7956964 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7957030.000000 Penalty: 3591.853760
	Iteration 23Q: 3 clusters Score -7957030 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -7957068.500000 Penalty: 3591.853760
	Iteration 24Q: 3 clusters Score -7957068 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7957120.000000 Penalty: 3591.853760
	Iteration 25Q: 3 clusters Score -7957120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7957145.500000 Penalty: 3591.853760
	Iteration 26Q: 3 clusters Score -7957146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7957185.500000 Penalty: 3591.853760
	Iteration 27Q: 3 clusters Score -7957186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7957228.500000 Penalty: 3591.853760
	Iteration 28Q: 3 clusters Score -7957228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7957274.000000 Penalty: 3591.853760
	Iteration 29Q: 3 clusters Score -7957274 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7957344.000000 Penalty: 3591.853760
	Iteration 30Q: 3 clusters Score -7957344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7957346.500000 Penalty: 3591.853760
	Iteration 31Q: 3 clusters Score -7957346 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7957333.500000 Penalty: 3591.853760
	Iteration 32Q: 3 clusters Score -7957334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7957338.000000 Penalty: 3591.853760
	Iteration 33Q: 3 clusters Score -7957338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7957349.500000 Penalty: 3591.853760
	Iteration 34Q: 3 clusters Score -7957350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7957356.000000 Penalty: 3591.853760
	Iteration 35Q: 3 clusters Score -7957356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7957370.000000 Penalty: 3591.853760
	Iteration 36Q: 3 clusters Score -7957370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7957362.500000 Penalty: 3591.853760
	Iteration 37Q: 3 clusters Score -7957362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7957365.500000 Penalty: 3591.853760
	Iteration 38Q: 3 clusters Score -7957366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7957372.500000 Penalty: 3591.853760
	Iteration 39Q: 3 clusters Score -7957372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7957371.500000 Penalty: 3591.853760
	Iteration 40F: 3 clusters Score -7957372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7957378.500000 Penalty: 3591.853760
	Iteration 41Q: 3 clusters Score -7957378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7957382.500000 Penalty: 3591.853760
	Iteration 42Q: 3 clusters Score -7957382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7957390.500000 Penalty: 3591.853760
	Iteration 43Q: 3 clusters Score -7957390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7957387.500000 Penalty: 3591.853760
	Iteration 44Q: 3 clusters Score -7957388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7957401.500000 Penalty: 3591.853760
	Iteration 45Q: 3 clusters Score -7957402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7957395.000000 Penalty: 3591.853760
	Iteration 46Q: 3 clusters Score -7957395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7957386.500000 Penalty: 3591.853760
	Iteration 47Q: 3 clusters Score -7957386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7957396.000000 Penalty: 3591.853760
	Iteration 48Q: 3 clusters Score -7957396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7957395.000000 Penalty: 3591.853760
	Iteration 49Q: 3 clusters Score -7957395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7957394.000000 Penalty: 3591.853760
	Iteration 50Q: 3 clusters Score -7957394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7957408.000000 Penalty: 3591.853760
	Iteration 51Q: 3 clusters Score -7957408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7957399.500000 Penalty: 3591.853760
	Iteration 52Q: 3 clusters Score -7957400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7957405.000000 Penalty: 3591.853760
	Iteration 53Q: 3 clusters Score -7957405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7957407.500000 Penalty: 3591.853760
	Iteration 54Q: 3 clusters Score -7957408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7957409.500000 Penalty: 3591.853760
	Iteration 55Q: 3 clusters Score -7957410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7957403.500000 Penalty: 3591.853760
	Iteration 56Q: 3 clusters Score -7957404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7957411.000000 Penalty: 3591.853760
	Iteration 57Q: 3 clusters Score -7957411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7957414.000000 Penalty: 3591.853760
	Iteration 58Q: 3 clusters Score -7957414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7957413.000000 Penalty: 3591.853760
	Iteration 59Q: 3 clusters Score -7957413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7957419.500000 Penalty: 3591.853760
	Iteration 60F: 3 clusters Score -7957420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7957424.500000 Penalty: 3591.853760
	Iteration 61Q: 3 clusters Score -7957424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7957421.500000 Penalty: 3591.853760
	Iteration 62Q: 3 clusters Score -7957422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7957421.500000 Penalty: 3591.853760
	Iteration 63Q: 3 clusters Score -7957422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7957423.500000 Penalty: 3591.853760
	Iteration 64Q: 3 clusters Score -7957424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7957421.000000 Penalty: 3591.853760
	Iteration 65Q: 3 clusters Score -7957421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7957418.500000 Penalty: 3591.853760
	Iteration 66Q: 3 clusters Score -7957418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7957420.500000 Penalty: 3591.853760
	Iteration 67Q: 3 clusters Score -7957420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7957420.500000 Penalty: 3591.853760
	Iteration 68F: 3 clusters Score -7957420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -284955.843750 Penalty: 1261.421875
	Iteration 0F: 2 clusters Score -284955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -282651.843750 Penalty: 2522.843750
	Iteration 0F: 3 clusters Score -282651.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -283220.093750 Penalty: 2522.843750
	Iteration 1F: 3 clusters Score -283220.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283460.625000 Penalty: 2522.843750
	Iteration 2F: 3 clusters Score -283460.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283684.125000 Penalty: 2522.843750
	Iteration 3F: 3 clusters Score -283684.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283886.843750 Penalty: 2522.843750
	Iteration 4F: 3 clusters Score -283886.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -284017.125000 Penalty: 2522.843750
	Iteration 5F: 3 clusters Score -284017.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -284105.625000 Penalty: 2522.843750
	Iteration 6Q: 3 clusters Score -284105.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284174.375000 Penalty: 2522.843750
	Iteration 7Q: 3 clusters Score -284174.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284222.812500 Penalty: 2522.843750
	Iteration 8Q: 3 clusters Score -284222.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -284261.718750 Penalty: 2522.843750
	Iteration 9Q: 3 clusters Score -284261.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -284285.406250 Penalty: 2522.843750
	Iteration 10Q: 3 clusters Score -284285.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -284301.312500 Penalty: 2522.843750
	Iteration 11Q: 3 clusters Score -284301.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -284311.968750 Penalty: 2522.843750
	Iteration 12Q: 3 clusters Score -284312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -284319.656250 Penalty: 2522.843750
	Iteration 13Q: 3 clusters Score -284319.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -284330.312500 Penalty: 2522.843750
	Iteration 14Q: 3 clusters Score -284330.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -284342.250000 Penalty: 2522.843750
	Iteration 15Q: 3 clusters Score -284342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284349.906250 Penalty: 2522.843750
	Iteration 16Q: 3 clusters Score -284349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -284355.937500 Penalty: 2522.843750
	Iteration 17Q: 3 clusters Score -284355.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -284364.375000 Penalty: 2522.843750
	Iteration 18Q: 3 clusters Score -284364.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -284370.093750 Penalty: 2522.843750
	Iteration 19Q: 3 clusters Score -284370.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -284374.843750 Penalty: 2522.843750
	Iteration 20F: 3 clusters Score -284374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -284378.687500 Penalty: 2522.843750
	Iteration 21Q: 3 clusters Score -284378.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -284381.843750 Penalty: 2522.843750
	Iteration 22Q: 3 clusters Score -284381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -284384.343750 Penalty: 2522.843750
	Iteration 23Q: 3 clusters Score -284384.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -284385.312500 Penalty: 2522.843750
	Iteration 24Q: 3 clusters Score -284385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -284385.843750 Penalty: 2522.843750
	Iteration 25Q: 3 clusters Score -284385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -284386.000000 Penalty: 2522.843750
	Iteration 26Q: 3 clusters Score -284386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -284386.718750 Penalty: 2522.843750
	Iteration 27Q: 3 clusters Score -284386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -284386.906250 Penalty: 2522.843750
	Iteration 28Q: 3 clusters Score -284386.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -284388.343750 Penalty: 2522.843750
	Iteration 29Q: 3 clusters Score -284388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284389.406250 Penalty: 2522.843750
	Iteration 30Q: 3 clusters Score -284389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -284390.093750 Penalty: 2522.843750
	Iteration 31Q: 3 clusters Score -284390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -284391.562500 Penalty: 2522.843750
	Iteration 32Q: 3 clusters Score -284391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -284394.718750 Penalty: 2522.843750
	Iteration 33Q: 3 clusters Score -284394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -284405.468750 Penalty: 2522.843750
	Iteration 34Q: 3 clusters Score -284405.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -284420.968750 Penalty: 2522.843750
	Iteration 35Q: 3 clusters Score -284421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -284436.656250 Penalty: 2522.843750
	Iteration 36Q: 3 clusters Score -284436.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -284467.593750 Penalty: 2522.843750
	Iteration 37Q: 3 clusters Score -284467.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -284502.562500 Penalty: 2522.843750
	Iteration 38Q: 3 clusters Score -284502.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -284526.781250 Penalty: 2522.843750
	Iteration 39Q: 3 clusters Score -284526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -284546.562500 Penalty: 2522.843750
	Iteration 40F: 3 clusters Score -284546.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -284566.843750 Penalty: 2522.843750
	Iteration 41Q: 3 clusters Score -284566.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -284586.750000 Penalty: 2522.843750
	Iteration 42Q: 3 clusters Score -284586.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -284606.406250 Penalty: 2522.843750
	Iteration 43Q: 3 clusters Score -284606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -284625.375000 Penalty: 2522.843750
	Iteration 44Q: 3 clusters Score -284625.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -284647.062500 Penalty: 2522.843750
	Iteration 45Q: 3 clusters Score -284647.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -284663.843750 Penalty: 2522.843750
	Iteration 46Q: 3 clusters Score -284663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -284670.937500 Penalty: 2522.843750
	Iteration 47Q: 3 clusters Score -284670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -284683.750000 Penalty: 2522.843750
	Iteration 48Q: 3 clusters Score -284683.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -284702.968750 Penalty: 2522.843750
	Iteration 49Q: 3 clusters Score -284703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -284722.437500 Penalty: 2522.843750
	Iteration 50Q: 3 clusters Score -284722.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -284739.468750 Penalty: 2522.843750
	Iteration 51Q: 3 clusters Score -284739.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -284747.437500 Penalty: 2522.843750
	Iteration 52Q: 3 clusters Score -284747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -284748.750000 Penalty: 2522.843750
	Iteration 53Q: 3 clusters Score -284748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -284749.531250 Penalty: 2522.843750
	Iteration 54Q: 3 clusters Score -284749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -284750.750000 Penalty: 2522.843750
	Iteration 55Q: 3 clusters Score -284750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -284751.281250 Penalty: 2522.843750
	Iteration 56Q: 3 clusters Score -284751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -284751.281250 Penalty: 2522.843750
	Iteration 57F: 3 clusters Score -284751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Entering Unmasked Estep 
Score: -1721339.875000 Penalty: 1551.866943
	Iteration 0F: 2 clusters Score -1721340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1711448.375000 Penalty: 3103.733887
	Iteration 0F: 3 clusters Score -1711448 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1714855.250000 Penalty: 3103.733887
	Iteration 1F: 3 clusters Score -1714855 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1715177.000000 Penalty: 3103.733887
	Iteration 2F: 3 clusters Score -1715177 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1715446.125000 Penalty: 3103.733887
	Iteration 3F: 3 clusters Score -1715446 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1715693.125000 Penalty: 3103.733887
	Iteration 4Q: 3 clusters Score -1715693 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1715889.625000 Penalty: 3103.733887
	Iteration 5Q: 3 clusters Score -1715890 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1716066.125000 Penalty: 3103.733887
	Iteration 6Q: 3 clusters Score -1716066 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1716264.625000 Penalty: 3103.733887
	Iteration 7Q: 3 clusters Score -1716265 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1716510.250000 Penalty: 3103.733887
	Iteration 8Q: 3 clusters Score -1716510 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1716790.375000 Penalty: 3103.733887
	Iteration 9Q: 3 clusters Score -1716790 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1717080.000000 Penalty: 3103.733887
	Iteration 10Q: 3 clusters Score -1717080 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1717384.125000 Penalty: 3103.733887
	Iteration 11Q: 3 clusters Score -1717384 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1717704.125000 Penalty: 3103.733887
	Iteration 12Q: 3 clusters Score -1717704 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1718046.500000 Penalty: 3103.733887
	Iteration 13Q: 3 clusters Score -1718046 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1718417.125000 Penalty: 3103.733887
	Iteration 14Q: 3 clusters Score -1718417 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1718781.500000 Penalty: 3103.733887
	Iteration 15Q: 3 clusters Score -1718782 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1719147.375000 Penalty: 3103.733887
	Iteration 16Q: 3 clusters Score -1719147 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1719460.875000 Penalty: 3103.733887
	Iteration 17Q: 3 clusters Score -1719461 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1719698.750000 Penalty: 3103.733887
	Iteration 18Q: 3 clusters Score -1719699 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1719839.750000 Penalty: 3103.733887
	Iteration 19Q: 3 clusters Score -1719840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1719911.500000 Penalty: 3103.733887
	Iteration 20F: 3 clusters Score -1719912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1719956.375000 Penalty: 3103.733887
	Iteration 21Q: 3 clusters Score -1719956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1719999.500000 Penalty: 3103.733887
	Iteration 22Q: 3 clusters Score -1720000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1720015.375000 Penalty: 3103.733887
	Iteration 23Q: 3 clusters Score -1720015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1720026.000000 Penalty: 3103.733887
	Iteration 24Q: 3 clusters Score -1720026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1720033.750000 Penalty: 3103.733887
	Iteration 25Q: 3 clusters Score -1720034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1720041.500000 Penalty: 3103.733887
	Iteration 26Q: 3 clusters Score -1720042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1720046.250000 Penalty: 3103.733887
	Iteration 27Q: 3 clusters Score -1720046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1720051.625000 Penalty: 3103.733887
	Iteration 28Q: 3 clusters Score -1720052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1720054.375000 Penalty: 3103.733887
	Iteration 29Q: 3 clusters Score -1720054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1720059.500000 Penalty: 3103.733887
	Iteration 30Q: 3 clusters Score -1720060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1720062.000000 Penalty: 3103.733887
	Iteration 31Q: 3 clusters Score -1720062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1720067.875000 Penalty: 3103.733887
	Iteration 32Q: 3 clusters Score -1720068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1720068.375000 Penalty: 3103.733887
	Iteration 33Q: 3 clusters Score -1720068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1720073.125000 Penalty: 3103.733887
	Iteration 34Q: 3 clusters Score -1720073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1720073.500000 Penalty: 3103.733887
	Iteration 35Q: 3 clusters Score -1720074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1720075.625000 Penalty: 3103.733887
	Iteration 36Q: 3 clusters Score -1720076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1720075.625000 Penalty: 3103.733887
	Iteration 37F: 3 clusters Score -1720076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -40942.949219 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -40942.95 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 222 members 
Entering Unmasked Estep 
Score: -40031.386719 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -40031.39 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40538.386719 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -40538.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40694.968750 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -40694.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40774.453125 Penalty: 2012.517700
	Iteration 3Q: 3 clusters Score -40774.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40832.804688 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -40832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40942.250000 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -40942.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41070.089844 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -41070.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41099.648438 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -41099.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41120.148438 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -41120.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41179.078125 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -41179.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41192.550781 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -41192.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41194.394531 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -41194.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41206.746094 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -41206.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41216.574219 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -41216.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41219.554688 Penalty: 2012.517700
	Iteration 14F: 3 clusters Score -41219.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41225.367188 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -41225.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41244.121094 Penalty: 2012.517700
	Iteration 16Q: 3 clusters Score -41244.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41244.121094 Penalty: 2012.517700
	Iteration 17F: 3 clusters Score -41244.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 271 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 218 members 
Entering Unmasked Estep 
Score: -141750768.000000 Penalty: 90746.617188
Splitting cluster 25 changes total score from -141751920.000000 to -141750768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -588546.750000 Penalty: 1379.295166
	Iteration 0F: 2 clusters Score -588546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -584699.000000 Penalty: 2758.590332
	Iteration 0F: 3 clusters Score -584699 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -585873.750000 Penalty: 2758.590332
	Iteration 1F: 3 clusters Score -585873.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -586222.625000 Penalty: 2758.590332
	Iteration 2F: 3 clusters Score -586222.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -586553.375000 Penalty: 2758.590332
	Iteration 3F: 3 clusters Score -586553.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -586790.125000 Penalty: 2758.590332
	Iteration 4F: 3 clusters Score -586790.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -586983.125000 Penalty: 2758.590332
	Iteration 5F: 3 clusters Score -586983.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -587152.687500 Penalty: 2758.590332
	Iteration 6Q: 3 clusters Score -587152.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -587316.187500 Penalty: 2758.590332
	Iteration 7Q: 3 clusters Score -587316.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -587485.062500 Penalty: 2758.590332
	Iteration 8Q: 3 clusters Score -587485.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -587635.250000 Penalty: 2758.590332
	Iteration 9Q: 3 clusters Score -587635.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -587791.437500 Penalty: 2758.590332
	Iteration 10Q: 3 clusters Score -587791.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -587907.687500 Penalty: 2758.590332
	Iteration 11Q: 3 clusters Score -587907.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -587997.875000 Penalty: 2758.590332
	Iteration 12Q: 3 clusters Score -587997.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -588063.625000 Penalty: 2758.590332
	Iteration 13Q: 3 clusters Score -588063.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -588114.000000 Penalty: 2758.590332
	Iteration 14Q: 3 clusters Score -588114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -588133.000000 Penalty: 2758.590332
	Iteration 15Q: 3 clusters Score -588133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -588143.062500 Penalty: 2758.590332
	Iteration 16Q: 3 clusters Score -588143.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -588147.750000 Penalty: 2758.590332
	Iteration 17Q: 3 clusters Score -588147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -588153.750000 Penalty: 2758.590332
	Iteration 18Q: 3 clusters Score -588153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -588156.250000 Penalty: 2758.590332
	Iteration 19Q: 3 clusters Score -588156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -588157.062500 Penalty: 2758.590332
	Iteration 20F: 3 clusters Score -588157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -588159.000000 Penalty: 2758.590332
	Iteration 21Q: 3 clusters Score -588159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -588162.812500 Penalty: 2758.590332
	Iteration 22Q: 3 clusters Score -588162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -588164.312500 Penalty: 2758.590332
	Iteration 23Q: 3 clusters Score -588164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -588164.875000 Penalty: 2758.590332
	Iteration 24Q: 3 clusters Score -588164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -588165.062500 Penalty: 2758.590332
	Iteration 25Q: 3 clusters Score -588165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -588164.437500 Penalty: 2758.590332
	Iteration 26Q: 3 clusters Score -588164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -588164.937500 Penalty: 2758.590332
	Iteration 27Q: 3 clusters Score -588164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -588166.187500 Penalty: 2758.590332
	Iteration 28Q: 3 clusters Score -588166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -588167.062500 Penalty: 2758.590332
	Iteration 29Q: 3 clusters Score -588167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -588167.062500 Penalty: 2758.590332
	Iteration 30F: 3 clusters Score -588167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -54667.351562 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -54667.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53634.625000 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -53634.62 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53869.328125 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -53869.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54061.210938 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -54061.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54229.554688 Penalty: 2050.131836
	Iteration 3F: 3 clusters Score -54229.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54307.078125 Penalty: 2050.131836
	Iteration 4F: 3 clusters Score -54307.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54369.636719 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -54369.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54402.468750 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -54402.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54423.542969 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -54423.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54446.261719 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -54446.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54466.468750 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -54466.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54472.703125 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -54472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54472.703125 Penalty: 2050.131836
	Iteration 11F: 3 clusters Score -54472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (119432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119432 members 
Entering Unmasked Estep 
Score: -15109326.000000 Penalty: 1899.706543
	Iteration 0F: 2 clusters Score -1.510933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -15032709.000000 Penalty: 3799.413086
	Iteration 0F: 3 clusters Score -1.503271e+07 nChanged 57299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -15066027.000000 Penalty: 3799.413086
	Iteration 1F: 3 clusters Score -1.506603e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -15066944.000000 Penalty: 3799.413086
	Iteration 2Q: 3 clusters Score -1.506694e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -15068372.000000 Penalty: 3799.413086
	Iteration 3Q: 3 clusters Score -1.506837e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -15070595.000000 Penalty: 3799.413086
	Iteration 4Q: 3 clusters Score -1.50706e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -15074114.000000 Penalty: 3799.413086
	Iteration 5F: 3 clusters Score -1.507411e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -15078941.000000 Penalty: 3799.413086
	Iteration 6F: 3 clusters Score -1.507894e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -15084745.000000 Penalty: 3799.413086
	Iteration 7F: 3 clusters Score -1.508474e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -15090323.000000 Penalty: 3799.413086
	Iteration 8F: 3 clusters Score -1.509032e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -15094061.000000 Penalty: 3799.413086
	Iteration 9F: 3 clusters Score -1.509406e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -15095667.000000 Penalty: 3799.413086
	Iteration 10Q: 3 clusters Score -1.509567e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -15096405.000000 Penalty: 3799.413086
	Iteration 11Q: 3 clusters Score -1.50964e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -15096878.000000 Penalty: 3799.413086
	Iteration 12Q: 3 clusters Score -1.509688e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -15097334.000000 Penalty: 3799.413086
	Iteration 13Q: 3 clusters Score -1.509733e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -15097628.000000 Penalty: 3799.413086
	Iteration 14Q: 3 clusters Score -1.509763e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -15097970.000000 Penalty: 3799.413086
	Iteration 15Q: 3 clusters Score -1.509797e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -15098207.000000 Penalty: 3799.413086
	Iteration 16Q: 3 clusters Score -1.509821e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -15098436.000000 Penalty: 3799.413086
	Iteration 17Q: 3 clusters Score -1.509844e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -15098682.000000 Penalty: 3799.413086
	Iteration 18Q: 3 clusters Score -1.509868e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -15098919.000000 Penalty: 3799.413086
	Iteration 19Q: 3 clusters Score -1.509892e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -15099135.000000 Penalty: 3799.413086
	Iteration 20F: 3 clusters Score -1.509914e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -15099240.000000 Penalty: 3799.413086
	Iteration 21Q: 3 clusters Score -1.509924e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -15099363.000000 Penalty: 3799.413086
	Iteration 22Q: 3 clusters Score -1.509936e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -15099473.000000 Penalty: 3799.413086
	Iteration 23Q: 3 clusters Score -1.509947e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -15099564.000000 Penalty: 3799.413086
	Iteration 24Q: 3 clusters Score -1.509956e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -15099675.000000 Penalty: 3799.413086
	Iteration 25Q: 3 clusters Score -1.509968e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -15099734.000000 Penalty: 3799.413086
	Iteration 26Q: 3 clusters Score -1.509973e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -15099815.000000 Penalty: 3799.413086
	Iteration 27Q: 3 clusters Score -1.509982e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -15099871.000000 Penalty: 3799.413086
	Iteration 28Q: 3 clusters Score -1.509987e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -15100002.000000 Penalty: 3799.413086
	Iteration 29Q: 3 clusters Score -1.51e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -15100062.000000 Penalty: 3799.413086
	Iteration 30Q: 3 clusters Score -1.510006e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -15100141.000000 Penalty: 3799.413086
	Iteration 31Q: 3 clusters Score -1.510014e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -15100166.000000 Penalty: 3799.413086
	Iteration 32Q: 3 clusters Score -1.510017e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -15100198.000000 Penalty: 3799.413086
	Iteration 33Q: 3 clusters Score -1.51002e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -15100301.000000 Penalty: 3799.413086
	Iteration 34Q: 3 clusters Score -1.51003e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -15100310.000000 Penalty: 3799.413086
	Iteration 35Q: 3 clusters Score -1.510031e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -15100343.000000 Penalty: 3799.413086
	Iteration 36Q: 3 clusters Score -1.510034e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -15100362.000000 Penalty: 3799.413086
	Iteration 37Q: 3 clusters Score -1.510036e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -15100454.000000 Penalty: 3799.413086
	Iteration 38Q: 3 clusters Score -1.510045e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -15100488.000000 Penalty: 3799.413086
	Iteration 39Q: 3 clusters Score -1.510049e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -15100552.000000 Penalty: 3799.413086
	Iteration 40F: 3 clusters Score -1.510055e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -15100549.000000 Penalty: 3799.413086
	Iteration 41Q: 3 clusters Score -1.510055e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -15100615.000000 Penalty: 3799.413086
	Iteration 42Q: 3 clusters Score -1.510062e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -15100608.000000 Penalty: 3799.413086
	Iteration 43Q: 3 clusters Score -1.510061e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -15100633.000000 Penalty: 3799.413086
	Iteration 44Q: 3 clusters Score -1.510063e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -15100660.000000 Penalty: 3799.413086
	Iteration 45Q: 3 clusters Score -1.510066e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -15100711.000000 Penalty: 3799.413086
	Iteration 46Q: 3 clusters Score -1.510071e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -15100715.000000 Penalty: 3799.413086
	Iteration 47Q: 3 clusters Score -1.510072e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -15100747.000000 Penalty: 3799.413086
	Iteration 48Q: 3 clusters Score -1.510075e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -15100793.000000 Penalty: 3799.413086
	Iteration 49Q: 3 clusters Score -1.510079e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -15100817.000000 Penalty: 3799.413086
	Iteration 50Q: 3 clusters Score -1.510082e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -15100843.000000 Penalty: 3799.413086
	Iteration 51Q: 3 clusters Score -1.510084e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -15100821.000000 Penalty: 3799.413086
	Iteration 52Q: 3 clusters Score -1.510082e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -15100833.000000 Penalty: 3799.413086
	Iteration 53Q: 3 clusters Score -1.510083e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -15100821.000000 Penalty: 3799.413086
	Iteration 54Q: 3 clusters Score -1.510082e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -15100851.000000 Penalty: 3799.413086
	Iteration 55Q: 3 clusters Score -1.510085e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -15100853.000000 Penalty: 3799.413086
	Iteration 56Q: 3 clusters Score -1.510085e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -15100853.000000 Penalty: 3799.413086
	Iteration 57Q: 3 clusters Score -1.510085e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -15100916.000000 Penalty: 3799.413086
	Iteration 58Q: 3 clusters Score -1.510092e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -15100949.000000 Penalty: 3799.413086
	Iteration 59Q: 3 clusters Score -1.510095e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -15100962.000000 Penalty: 3799.413086
	Iteration 60F: 3 clusters Score -1.510096e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -15101001.000000 Penalty: 3799.413086
	Iteration 61Q: 3 clusters Score -1.5101e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -15101029.000000 Penalty: 3799.413086
	Iteration 62Q: 3 clusters Score -1.510103e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -15101043.000000 Penalty: 3799.413086
	Iteration 63Q: 3 clusters Score -1.510104e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -15101068.000000 Penalty: 3799.413086
	Iteration 64Q: 3 clusters Score -1.510107e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82860 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -15101150.000000 Penalty: 3799.413086
	Iteration 65Q: 3 clusters Score -1.510115e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -15101197.000000 Penalty: 3799.413086
	Iteration 66Q: 3 clusters Score -1.51012e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -15101248.000000 Penalty: 3799.413086
	Iteration 67Q: 3 clusters Score -1.510125e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -15101284.000000 Penalty: 3799.413086
	Iteration 68Q: 3 clusters Score -1.510128e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -15101331.000000 Penalty: 3799.413086
	Iteration 69Q: 3 clusters Score -1.510133e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -15101429.000000 Penalty: 3799.413086
	Iteration 70Q: 3 clusters Score -1.510143e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -15101489.000000 Penalty: 3799.413086
	Iteration 71Q: 3 clusters Score -1.510149e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -15101550.000000 Penalty: 3799.413086
	Iteration 72Q: 3 clusters Score -1.510155e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -15101679.000000 Penalty: 3799.413086
	Iteration 73Q: 3 clusters Score -1.510168e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -15101779.000000 Penalty: 3799.413086
	Iteration 74Q: 3 clusters Score -1.510178e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -15101851.000000 Penalty: 3799.413086
	Iteration 75Q: 3 clusters Score -1.510185e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -15101898.000000 Penalty: 3799.413086
	Iteration 76Q: 3 clusters Score -1.51019e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -15101976.000000 Penalty: 3799.413086
	Iteration 77Q: 3 clusters Score -1.510198e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -15102125.000000 Penalty: 3799.413086
	Iteration 78Q: 3 clusters Score -1.510212e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -15102224.000000 Penalty: 3799.413086
	Iteration 79Q: 3 clusters Score -1.510222e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -15102346.000000 Penalty: 3799.413086
	Iteration 80F: 3 clusters Score -1.510235e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -15102484.000000 Penalty: 3799.413086
	Iteration 81Q: 3 clusters Score -1.510248e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -15102657.000000 Penalty: 3799.413086
	Iteration 82Q: 3 clusters Score -1.510266e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -15102836.000000 Penalty: 3799.413086
	Iteration 83Q: 3 clusters Score -1.510284e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -15103102.000000 Penalty: 3799.413086
	Iteration 84Q: 3 clusters Score -1.51031e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -15103287.000000 Penalty: 3799.413086
	Iteration 85Q: 3 clusters Score -1.510329e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -15103541.000000 Penalty: 3799.413086
	Iteration 86Q: 3 clusters Score -1.510354e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -15103771.000000 Penalty: 3799.413086
	Iteration 87Q: 3 clusters Score -1.510377e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -15104093.000000 Penalty: 3799.413086
	Iteration 88Q: 3 clusters Score -1.510409e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -15104460.000000 Penalty: 3799.413086
	Iteration 89Q: 3 clusters Score -1.510446e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -15104803.000000 Penalty: 3799.413086
	Iteration 90Q: 3 clusters Score -1.51048e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -15105129.000000 Penalty: 3799.413086
	Iteration 91Q: 3 clusters Score -1.510513e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -15105420.000000 Penalty: 3799.413086
	Iteration 92Q: 3 clusters Score -1.510542e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -15105723.000000 Penalty: 3799.413086
	Iteration 93Q: 3 clusters Score -1.510572e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -15106007.000000 Penalty: 3799.413086
	Iteration 94Q: 3 clusters Score -1.510601e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -15106278.000000 Penalty: 3799.413086
	Iteration 95Q: 3 clusters Score -1.510628e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109073 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -15106414.000000 Penalty: 3799.413086
	Iteration 96Q: 3 clusters Score -1.510641e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -15106561.000000 Penalty: 3799.413086
	Iteration 97Q: 3 clusters Score -1.510656e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -15106679.000000 Penalty: 3799.413086
	Iteration 98Q: 3 clusters Score -1.510668e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -15106869.000000 Penalty: 3799.413086
	Iteration 99Q: 3 clusters Score -1.510687e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -15107083.000000 Penalty: 3799.413086
	Iteration 100F: 3 clusters Score -1.510708e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -15107234.000000 Penalty: 3799.413086
	Iteration 101Q: 3 clusters Score -1.510723e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113678 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -15107374.000000 Penalty: 3799.413086
	Iteration 102Q: 3 clusters Score -1.510737e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114260 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -15107498.000000 Penalty: 3799.413086
	Iteration 103Q: 3 clusters Score -1.51075e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114773 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -15107582.000000 Penalty: 3799.413086
	Iteration 104Q: 3 clusters Score -1.510758e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -15107703.000000 Penalty: 3799.413086
	Iteration 105Q: 3 clusters Score -1.51077e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115565 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -15107758.000000 Penalty: 3799.413086
	Iteration 106Q: 3 clusters Score -1.510776e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -15107823.000000 Penalty: 3799.413086
	Iteration 107Q: 3 clusters Score -1.510782e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -15107857.000000 Penalty: 3799.413086
	Iteration 108Q: 3 clusters Score -1.510786e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116379 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -15107872.000000 Penalty: 3799.413086
	Iteration 109Q: 3 clusters Score -1.510787e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116570 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -15107889.000000 Penalty: 3799.413086
	Iteration 110Q: 3 clusters Score -1.510789e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -15107919.000000 Penalty: 3799.413086
	Iteration 111Q: 3 clusters Score -1.510792e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -15107949.000000 Penalty: 3799.413086
	Iteration 112Q: 3 clusters Score -1.510795e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -15107990.000000 Penalty: 3799.413086
	Iteration 113Q: 3 clusters Score -1.510799e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117088 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -15107997.000000 Penalty: 3799.413086
	Iteration 114Q: 3 clusters Score -1.5108e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117223 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -15108031.000000 Penalty: 3799.413086
	Iteration 115Q: 3 clusters Score -1.510803e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15108041.000000 Penalty: 3799.413086
	Iteration 116Q: 3 clusters Score -1.510804e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -15108039.000000 Penalty: 3799.413086
	Iteration 117Q: 3 clusters Score -1.510804e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117522 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15108051.000000 Penalty: 3799.413086
	Iteration 118Q: 3 clusters Score -1.510805e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -15108067.000000 Penalty: 3799.413086
	Iteration 119Q: 3 clusters Score -1.510807e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117654 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15108056.000000 Penalty: 3799.413086
	Iteration 120F: 3 clusters Score -1.510806e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117701 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -15108058.000000 Penalty: 3799.413086
	Iteration 121Q: 3 clusters Score -1.510806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117737 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15108064.000000 Penalty: 3799.413086
	Iteration 122Q: 3 clusters Score -1.510806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117762 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15108055.000000 Penalty: 3799.413086
	Iteration 123Q: 3 clusters Score -1.510806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117787 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15108064.000000 Penalty: 3799.413086
	Iteration 124Q: 3 clusters Score -1.510806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15108077.000000 Penalty: 3799.413086
	Iteration 125Q: 3 clusters Score -1.510808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -15108084.000000 Penalty: 3799.413086
	Iteration 126Q: 3 clusters Score -1.510808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15108071.000000 Penalty: 3799.413086
	Iteration 127Q: 3 clusters Score -1.510807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -15108081.000000 Penalty: 3799.413086
	Iteration 128Q: 3 clusters Score -1.510808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15108080.000000 Penalty: 3799.413086
	Iteration 129Q: 3 clusters Score -1.510808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15108071.000000 Penalty: 3799.413086
	Iteration 130Q: 3 clusters Score -1.510807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -15108064.000000 Penalty: 3799.413086
	Iteration 131Q: 3 clusters Score -1.510806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15108078.000000 Penalty: 3799.413086
	Iteration 132Q: 3 clusters Score -1.510808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15108045.000000 Penalty: 3799.413086
	Iteration 133Q: 3 clusters Score -1.510804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15108062.000000 Penalty: 3799.413086
	Iteration 134Q: 3 clusters Score -1.510806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15108054.000000 Penalty: 3799.413086
	Iteration 135Q: 3 clusters Score -1.510805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15108057.000000 Penalty: 3799.413086
	Iteration 136Q: 3 clusters Score -1.510806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118001 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15108055.000000 Penalty: 3799.413086
	Iteration 137Q: 3 clusters Score -1.510806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15108074.000000 Penalty: 3799.413086
	Iteration 138Q: 3 clusters Score -1.510807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118036 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15108076.000000 Penalty: 3799.413086
	Iteration 139Q: 3 clusters Score -1.510808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -15108073.000000 Penalty: 3799.413086
	Iteration 140F: 3 clusters Score -1.510807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -15108065.000000 Penalty: 3799.413086
	Iteration 141Q: 3 clusters Score -1.510806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -15108077.000000 Penalty: 3799.413086
	Iteration 142Q: 3 clusters Score -1.510808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118071 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -15108089.000000 Penalty: 3799.413086
	Iteration 143Q: 3 clusters Score -1.510809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15108080.000000 Penalty: 3799.413086
	Iteration 144Q: 3 clusters Score -1.510808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15108083.000000 Penalty: 3799.413086
	Iteration 145Q: 3 clusters Score -1.510808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15108086.000000 Penalty: 3799.413086
	Iteration 146Q: 3 clusters Score -1.510809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15108087.000000 Penalty: 3799.413086
	Iteration 147Q: 3 clusters Score -1.510809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118111 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15108080.000000 Penalty: 3799.413086
	Iteration 148Q: 3 clusters Score -1.510808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118113 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15108085.000000 Penalty: 3799.413086
	Iteration 149Q: 3 clusters Score -1.510808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -15108091.000000 Penalty: 3799.413086
	Iteration 150Q: 3 clusters Score -1.510809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15108089.000000 Penalty: 3799.413086
	Iteration 151Q: 3 clusters Score -1.510809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15108082.000000 Penalty: 3799.413086
	Iteration 152Q: 3 clusters Score -1.510808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15108082.000000 Penalty: 3799.413086
	Iteration 153F: 3 clusters Score -1.510808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (124109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Entering Unmasked Estep 
Score: -15522899.000000 Penalty: 1905.948730
	Iteration 0F: 2 clusters Score -1.55229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -15443364.000000 Penalty: 3811.897461
	Iteration 0F: 3 clusters Score -1.544336e+07 nChanged 59639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -15478334.000000 Penalty: 3811.897461
	Iteration 1F: 3 clusters Score -1.547833e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -15479345.000000 Penalty: 3811.897461
	Iteration 2Q: 3 clusters Score -1.547934e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -15480566.000000 Penalty: 3811.897461
	Iteration 3Q: 3 clusters Score -1.548057e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -15482194.000000 Penalty: 3811.897461
	Iteration 4Q: 3 clusters Score -1.548219e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -15484678.000000 Penalty: 3811.897461
	Iteration 5Q: 3 clusters Score -1.548468e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -15487940.000000 Penalty: 3811.897461
	Iteration 6F: 3 clusters Score -1.548794e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -15491836.000000 Penalty: 3811.897461
	Iteration 7F: 3 clusters Score -1.549184e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -15496030.000000 Penalty: 3811.897461
	Iteration 8F: 3 clusters Score -1.549603e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -15499675.000000 Penalty: 3811.897461
	Iteration 9F: 3 clusters Score -1.549968e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -15502530.000000 Penalty: 3811.897461
	Iteration 10F: 3 clusters Score -1.550253e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -15504528.000000 Penalty: 3811.897461
	Iteration 11Q: 3 clusters Score -1.550453e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -15506112.000000 Penalty: 3811.897461
	Iteration 12Q: 3 clusters Score -1.550611e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -15507290.000000 Penalty: 3811.897461
	Iteration 13Q: 3 clusters Score -1.550729e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -15508408.000000 Penalty: 3811.897461
	Iteration 14Q: 3 clusters Score -1.550841e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -15509305.000000 Penalty: 3811.897461
	Iteration 15Q: 3 clusters Score -1.55093e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -15509895.000000 Penalty: 3811.897461
	Iteration 16Q: 3 clusters Score -1.55099e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -15510447.000000 Penalty: 3811.897461
	Iteration 17Q: 3 clusters Score -1.551045e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -15510854.000000 Penalty: 3811.897461
	Iteration 18Q: 3 clusters Score -1.551085e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -15511402.000000 Penalty: 3811.897461
	Iteration 19Q: 3 clusters Score -1.55114e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -15511792.000000 Penalty: 3811.897461
	Iteration 20F: 3 clusters Score -1.551179e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -15512117.000000 Penalty: 3811.897461
	Iteration 21Q: 3 clusters Score -1.551212e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -15512575.000000 Penalty: 3811.897461
	Iteration 22Q: 3 clusters Score -1.551258e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -15512983.000000 Penalty: 3811.897461
	Iteration 23Q: 3 clusters Score -1.551298e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -15513431.000000 Penalty: 3811.897461
	Iteration 24Q: 3 clusters Score -1.551343e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -15513840.000000 Penalty: 3811.897461
	Iteration 25Q: 3 clusters Score -1.551384e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -15514284.000000 Penalty: 3811.897461
	Iteration 26Q: 3 clusters Score -1.551428e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -15514711.000000 Penalty: 3811.897461
	Iteration 27Q: 3 clusters Score -1.551471e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -15515030.000000 Penalty: 3811.897461
	Iteration 28Q: 3 clusters Score -1.551503e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -15515465.000000 Penalty: 3811.897461
	Iteration 29Q: 3 clusters Score -1.551546e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -15515821.000000 Penalty: 3811.897461
	Iteration 30Q: 3 clusters Score -1.551582e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -15516174.000000 Penalty: 3811.897461
	Iteration 31Q: 3 clusters Score -1.551617e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -15516663.000000 Penalty: 3811.897461
	Iteration 32Q: 3 clusters Score -1.551666e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -15517228.000000 Penalty: 3811.897461
	Iteration 33Q: 3 clusters Score -1.551723e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -15517677.000000 Penalty: 3811.897461
	Iteration 34Q: 3 clusters Score -1.551768e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -15518258.000000 Penalty: 3811.897461
	Iteration 35Q: 3 clusters Score -1.551826e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -15518600.000000 Penalty: 3811.897461
	Iteration 36Q: 3 clusters Score -1.55186e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -15519006.000000 Penalty: 3811.897461
	Iteration 37Q: 3 clusters Score -1.551901e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -15519356.000000 Penalty: 3811.897461
	Iteration 38Q: 3 clusters Score -1.551936e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -15519675.000000 Penalty: 3811.897461
	Iteration 39Q: 3 clusters Score -1.551968e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -15520006.000000 Penalty: 3811.897461
	Iteration 40F: 3 clusters Score -1.552001e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -15520176.000000 Penalty: 3811.897461
	Iteration 41Q: 3 clusters Score -1.552018e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 112595 members 
Entering Unmasked Estep 
Score: -15520275.000000 Penalty: 3811.897461
	Iteration 42Q: 3 clusters Score -1.552028e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 113550 members 
Entering Unmasked Estep 
Score: -15520349.000000 Penalty: 3811.897461
	Iteration 43Q: 3 clusters Score -1.552035e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -15520354.000000 Penalty: 3811.897461
	Iteration 44Q: 3 clusters Score -1.552035e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -15520388.000000 Penalty: 3811.897461
	Iteration 45Q: 3 clusters Score -1.552039e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -15520442.000000 Penalty: 3811.897461
	Iteration 46Q: 3 clusters Score -1.552044e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -15520483.000000 Penalty: 3811.897461
	Iteration 47Q: 3 clusters Score -1.552048e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -15520562.000000 Penalty: 3811.897461
	Iteration 48Q: 3 clusters Score -1.552056e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -15520717.000000 Penalty: 3811.897461
	Iteration 49Q: 3 clusters Score -1.552072e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -15520877.000000 Penalty: 3811.897461
	Iteration 50Q: 3 clusters Score -1.552088e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -15520898.000000 Penalty: 3811.897461
	Iteration 51Q: 3 clusters Score -1.55209e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 119698 members 
Entering Unmasked Estep 
Score: -15520958.000000 Penalty: 3811.897461
	Iteration 52Q: 3 clusters Score -1.552096e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 120120 members 
Entering Unmasked Estep 
Score: -15521039.000000 Penalty: 3811.897461
	Iteration 53Q: 3 clusters Score -1.552104e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -15521089.000000 Penalty: 3811.897461
	Iteration 54Q: 3 clusters Score -1.552109e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 120913 members 
Entering Unmasked Estep 
Score: -15521095.000000 Penalty: 3811.897461
	Iteration 55Q: 3 clusters Score -1.55211e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -15521145.000000 Penalty: 3811.897461
	Iteration 56Q: 3 clusters Score -1.552114e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -15521193.000000 Penalty: 3811.897461
	Iteration 57Q: 3 clusters Score -1.552119e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 121902 members 
Entering Unmasked Estep 
Score: -15521231.000000 Penalty: 3811.897461
	Iteration 58Q: 3 clusters Score -1.552123e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -15521234.000000 Penalty: 3811.897461
	Iteration 59Q: 3 clusters Score -1.552123e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 122351 members 
Entering Unmasked Estep 
Score: -15521270.000000 Penalty: 3811.897461
	Iteration 60F: 3 clusters Score -1.552127e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 122513 members 
Entering Unmasked Estep 
Score: -15521292.000000 Penalty: 3811.897461
	Iteration 61Q: 3 clusters Score -1.552129e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 122664 members 
Entering Unmasked Estep 
Score: -15521308.000000 Penalty: 3811.897461
	Iteration 62Q: 3 clusters Score -1.552131e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -15521294.000000 Penalty: 3811.897461
	Iteration 63Q: 3 clusters Score -1.552129e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 122892 members 
Entering Unmasked Estep 
Score: -15521325.000000 Penalty: 3811.897461
	Iteration 64Q: 3 clusters Score -1.552132e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 122997 members 
Entering Unmasked Estep 
Score: -15521340.000000 Penalty: 3811.897461
	Iteration 65Q: 3 clusters Score -1.552134e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 123080 members 
Entering Unmasked Estep 
Score: -15521359.000000 Penalty: 3811.897461
	Iteration 66Q: 3 clusters Score -1.552136e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -15521333.000000 Penalty: 3811.897461
	Iteration 67Q: 3 clusters Score -1.552133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -15521356.000000 Penalty: 3811.897461
	Iteration 68Q: 3 clusters Score -1.552136e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 123263 members 
Entering Unmasked Estep 
Score: -15521368.000000 Penalty: 3811.897461
	Iteration 69Q: 3 clusters Score -1.552137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -15521374.000000 Penalty: 3811.897461
	Iteration 70Q: 3 clusters Score -1.552137e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 123341 members 
Entering Unmasked Estep 
Score: -15521384.000000 Penalty: 3811.897461
	Iteration 71Q: 3 clusters Score -1.552138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -15521386.000000 Penalty: 3811.897461
	Iteration 72Q: 3 clusters Score -1.552139e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 123416 members 
Entering Unmasked Estep 
Score: -15521382.000000 Penalty: 3811.897461
	Iteration 73Q: 3 clusters Score -1.552138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -15521379.000000 Penalty: 3811.897461
	Iteration 74Q: 3 clusters Score -1.552138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 123454 members 
Entering Unmasked Estep 
Score: -15521366.000000 Penalty: 3811.897461
	Iteration 75Q: 3 clusters Score -1.552137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -15521369.000000 Penalty: 3811.897461
	Iteration 76Q: 3 clusters Score -1.552137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 123483 members 
Entering Unmasked Estep 
Score: -15521379.000000 Penalty: 3811.897461
	Iteration 77Q: 3 clusters Score -1.552138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 123499 members 
Entering Unmasked Estep 
Score: -15521373.000000 Penalty: 3811.897461
	Iteration 78Q: 3 clusters Score -1.552137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -15521393.000000 Penalty: 3811.897461
	Iteration 79Q: 3 clusters Score -1.552139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -15521396.000000 Penalty: 3811.897461
	Iteration 80F: 3 clusters Score -1.55214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 123541 members 
Entering Unmasked Estep 
Score: -15521404.000000 Penalty: 3811.897461
	Iteration 81Q: 3 clusters Score -1.55214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 123546 members 
Entering Unmasked Estep 
Score: -15521404.000000 Penalty: 3811.897461
	Iteration 82Q: 3 clusters Score -1.55214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -15521408.000000 Penalty: 3811.897461
	Iteration 83Q: 3 clusters Score -1.552141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 123549 members 
Entering Unmasked Estep 
Score: -15521404.000000 Penalty: 3811.897461
	Iteration 84Q: 3 clusters Score -1.55214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -15521401.000000 Penalty: 3811.897461
	Iteration 85Q: 3 clusters Score -1.55214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -15521401.000000 Penalty: 3811.897461
	Iteration 86F: 3 clusters Score -1.55214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -10489.439453 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -10489.44 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 191 members 
Entering Unmasked Estep 
Score: -9725.401367 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -9725.401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10035.789062 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -10035.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10116.333008 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -10116.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10152.969727 Penalty: 1901.965820
	Iteration 3Q: 3 clusters Score -10152.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10191.529297 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -10191.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10240.222656 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -10240.22 nChanged 10
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: -10298.311523 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -10298.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10340.738281 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -10340.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10391.014648 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -10391.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10469.378906 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -10469.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10524.465820 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -10524.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10532.638672 Penalty: 1901.965820
	Iteration 11Q: 3 clusters Score -10532.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10536.545898 Penalty: 1901.965820
	Iteration 12Q: 3 clusters Score -10536.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10539.113281 Penalty: 1901.965820
	Iteration 13F: 3 clusters Score -10539.11 nChanged 1
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: -10558.481445 Penalty: 1901.965820
	Iteration 14Q: 3 clusters Score -10558.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10561.512695 Penalty: 1901.965820
	Iteration 15Q: 3 clusters Score -10561.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10561.512695 Penalty: 1901.965820
	Iteration 16F: 3 clusters Score -10561.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 196 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 152 members 
Entering Unmasked Estep 
Score: -141750704.000000 Penalty: 90746.617188
Splitting cluster 30 changes total score from -141751920.000000 to -141750704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Entering Unmasked Estep 
Score: -801857.750000 Penalty: 1427.227173
	Iteration 0F: 2 clusters Score -801857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -796911.812500 Penalty: 2854.454346
	Iteration 0F: 3 clusters Score -796911.8 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -798332.125000 Penalty: 2854.454346
	Iteration 1F: 3 clusters Score -798332.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -798526.125000 Penalty: 2854.454346
	Iteration 2F: 3 clusters Score -798526.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -798654.937500 Penalty: 2854.454346
	Iteration 3Q: 3 clusters Score -798654.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -798760.750000 Penalty: 2854.454346
	Iteration 4Q: 3 clusters Score -798760.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -798846.500000 Penalty: 2854.454346
	Iteration 5Q: 3 clusters Score -798846.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -798921.875000 Penalty: 2854.454346
	Iteration 6Q: 3 clusters Score -798921.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -798978.187500 Penalty: 2854.454346
	Iteration 7Q: 3 clusters Score -798978.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -799039.312500 Penalty: 2854.454346
	Iteration 8Q: 3 clusters Score -799039.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -799107.437500 Penalty: 2854.454346
	Iteration 9Q: 3 clusters Score -799107.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -799189.437500 Penalty: 2854.454346
	Iteration 10Q: 3 clusters Score -799189.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -799279.125000 Penalty: 2854.454346
	Iteration 11Q: 3 clusters Score -799279.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -799360.375000 Penalty: 2854.454346
	Iteration 12Q: 3 clusters Score -799360.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -799456.312500 Penalty: 2854.454346
	Iteration 13Q: 3 clusters Score -799456.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -799573.125000 Penalty: 2854.454346
	Iteration 14Q: 3 clusters Score -799573.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -799707.437500 Penalty: 2854.454346
	Iteration 15Q: 3 clusters Score -799707.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -799840.375000 Penalty: 2854.454346
	Iteration 16Q: 3 clusters Score -799840.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -799985.375000 Penalty: 2854.454346
	Iteration 17Q: 3 clusters Score -799985.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -800127.687500 Penalty: 2854.454346
	Iteration 18Q: 3 clusters Score -800127.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -800219.812500 Penalty: 2854.454346
	Iteration 19Q: 3 clusters Score -800219.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -800291.375000 Penalty: 2854.454346
	Iteration 20F: 3 clusters Score -800291.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -800354.937500 Penalty: 2854.454346
	Iteration 21Q: 3 clusters Score -800354.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -800429.500000 Penalty: 2854.454346
	Iteration 22Q: 3 clusters Score -800429.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -800494.187500 Penalty: 2854.454346
	Iteration 23Q: 3 clusters Score -800494.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -800553.125000 Penalty: 2854.454346
	Iteration 24Q: 3 clusters Score -800553.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -800599.562500 Penalty: 2854.454346
	Iteration 25Q: 3 clusters Score -800599.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -800630.625000 Penalty: 2854.454346
	Iteration 26Q: 3 clusters Score -800630.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -800655.312500 Penalty: 2854.454346
	Iteration 27Q: 3 clusters Score -800655.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -800674.312500 Penalty: 2854.454346
	Iteration 28Q: 3 clusters Score -800674.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -800693.062500 Penalty: 2854.454346
	Iteration 29Q: 3 clusters Score -800693.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -800708.562500 Penalty: 2854.454346
	Iteration 30Q: 3 clusters Score -800708.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -800722.437500 Penalty: 2854.454346
	Iteration 31Q: 3 clusters Score -800722.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -800736.437500 Penalty: 2854.454346
	Iteration 32Q: 3 clusters Score -800736.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -800751.812500 Penalty: 2854.454346
	Iteration 33Q: 3 clusters Score -800751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -800757.937500 Penalty: 2854.454346
	Iteration 34Q: 3 clusters Score -800757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -800766.250000 Penalty: 2854.454346
	Iteration 35Q: 3 clusters Score -800766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -800769.312500 Penalty: 2854.454346
	Iteration 36Q: 3 clusters Score -800769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -800773.875000 Penalty: 2854.454346
	Iteration 37Q: 3 clusters Score -800773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -800776.500000 Penalty: 2854.454346
	Iteration 38Q: 3 clusters Score -800776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -800781.500000 Penalty: 2854.454346
	Iteration 39Q: 3 clusters Score -800781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -800781.187500 Penalty: 2854.454346
	Iteration 40F: 3 clusters Score -800781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -800782.625000 Penalty: 2854.454346
	Iteration 41Q: 3 clusters Score -800782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -800782.625000 Penalty: 2854.454346
	Iteration 42Q: 3 clusters Score -800782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -800782.250000 Penalty: 2854.454346
	Iteration 43Q: 3 clusters Score -800782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -800782.062500 Penalty: 2854.454346
	Iteration 44Q: 3 clusters Score -800782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -800782.062500 Penalty: 2854.454346
	Iteration 45F: 3 clusters Score -800782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -48917.367188 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -48917.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47955.824219 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -47955.82 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48327.863281 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -48327.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48523.550781 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -48523.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48736.546875 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -48736.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49020.511719 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -49020.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49272.957031 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -49272.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49292.113281 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -49292.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49303.718750 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -49303.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49315.523438 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -49315.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49328.015625 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -49328.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49335.234375 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -49335.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49348.761719 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -49348.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49379.636719 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -49379.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49406.625000 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -49406.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49432.996094 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -49433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49455.429688 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -49455.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49464.300781 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -49464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49470.023438 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -49470.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49471.730469 Penalty: 2024.265991
	Iteration 18Q: 3 clusters Score -49471.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49473.472656 Penalty: 2024.265991
	Iteration 19Q: 3 clusters Score -49473.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49479.542969 Penalty: 2024.265991
	Iteration 20F: 3 clusters Score -49479.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49485.035156 Penalty: 2024.265991
	Iteration 21Q: 3 clusters Score -49485.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49485.035156 Penalty: 2024.265991
	Iteration 22F: 3 clusters Score -49485.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Mstep: Class 40 contains 235 members 
Entering Unmasked Estep 
Score: -141751088.000000 Penalty: 90746.617188
Splitting cluster 32 changes total score from -141751920.000000 to -141751088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (111070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Entering Unmasked Estep 
Score: -14018411.000000 Penalty: 1887.911377
	Iteration 0F: 2 clusters Score -1.401841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -13945417.000000 Penalty: 3775.822754
	Iteration 0F: 3 clusters Score -1.394542e+07 nChanged 53184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -13976327.000000 Penalty: 3775.822754
	Iteration 1F: 3 clusters Score -1.397633e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -13977325.000000 Penalty: 3775.822754
	Iteration 2Q: 3 clusters Score -1.397732e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -13978975.000000 Penalty: 3775.822754
	Iteration 3Q: 3 clusters Score -1.397898e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -13981907.000000 Penalty: 3775.822754
	Iteration 4F: 3 clusters Score -1.398191e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -13987121.000000 Penalty: 3775.822754
	Iteration 5F: 3 clusters Score -1.398712e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -13995864.000000 Penalty: 3775.822754
	Iteration 6F: 3 clusters Score -1.399586e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96623 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -14005450.000000 Penalty: 3775.822754
	Iteration 7F: 3 clusters Score -1.400545e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -14012561.000000 Penalty: 3775.822754
	Iteration 8F: 3 clusters Score -1.401256e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -14015676.000000 Penalty: 3775.822754
	Iteration 9Q: 3 clusters Score -1.401568e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107844 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -14016939.000000 Penalty: 3775.822754
	Iteration 10Q: 3 clusters Score -1.401694e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -14017438.000000 Penalty: 3775.822754
	Iteration 11Q: 3 clusters Score -1.401744e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -14017614.000000 Penalty: 3775.822754
	Iteration 12Q: 3 clusters Score -1.401761e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108728 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -14017671.000000 Penalty: 3775.822754
	Iteration 13Q: 3 clusters Score -1.401767e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -14017709.000000 Penalty: 3775.822754
	Iteration 14Q: 3 clusters Score -1.401771e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14017731.000000 Penalty: 3775.822754
	Iteration 15Q: 3 clusters Score -1.401773e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -14017737.000000 Penalty: 3775.822754
	Iteration 16Q: 3 clusters Score -1.401774e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -14017761.000000 Penalty: 3775.822754
	Iteration 17Q: 3 clusters Score -1.401776e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -14017767.000000 Penalty: 3775.822754
	Iteration 18Q: 3 clusters Score -1.401777e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109129 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -14017763.000000 Penalty: 3775.822754
	Iteration 19Q: 3 clusters Score -1.401776e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109158 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -14017768.000000 Penalty: 3775.822754
	Iteration 20F: 3 clusters Score -1.401777e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -14017799.000000 Penalty: 3775.822754
	Iteration 21Q: 3 clusters Score -1.40178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14017783.000000 Penalty: 3775.822754
	Iteration 22Q: 3 clusters Score -1.401778e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14017787.000000 Penalty: 3775.822754
	Iteration 23Q: 3 clusters Score -1.401779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -14017803.000000 Penalty: 3775.822754
	Iteration 24Q: 3 clusters Score -1.40178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -14017793.000000 Penalty: 3775.822754
	Iteration 25Q: 3 clusters Score -1.401779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -14017772.000000 Penalty: 3775.822754
	Iteration 26Q: 3 clusters Score -1.401777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -14017772.000000 Penalty: 3775.822754
	Iteration 27Q: 3 clusters Score -1.401777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -14017777.000000 Penalty: 3775.822754
	Iteration 28Q: 3 clusters Score -1.401778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -14017782.000000 Penalty: 3775.822754
	Iteration 29Q: 3 clusters Score -1.401778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -14017772.000000 Penalty: 3775.822754
	Iteration 30Q: 3 clusters Score -1.401777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14017787.000000 Penalty: 3775.822754
	Iteration 31Q: 3 clusters Score -1.401779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14017787.000000 Penalty: 3775.822754
	Iteration 32Q: 3 clusters Score -1.401779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14017791.000000 Penalty: 3775.822754
	Iteration 33Q: 3 clusters Score -1.401779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -14017796.000000 Penalty: 3775.822754
	Iteration 34Q: 3 clusters Score -1.40178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -14017798.000000 Penalty: 3775.822754
	Iteration 35Q: 3 clusters Score -1.40178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -14017795.000000 Penalty: 3775.822754
	Iteration 36Q: 3 clusters Score -1.40178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -14017797.000000 Penalty: 3775.822754
	Iteration 37Q: 3 clusters Score -1.40178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109311 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14017799.000000 Penalty: 3775.822754
	Iteration 38Q: 3 clusters Score -1.40178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -14017803.000000 Penalty: 3775.822754
	Iteration 39Q: 3 clusters Score -1.40178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -14017803.000000 Penalty: 3775.822754
	Iteration 40F: 3 clusters Score -1.40178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -88090.257812 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -88090.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86801.093750 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -86801.09 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87036.335938 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -87036.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87114.976562 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -87114.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87206.484375 Penalty: 2168.821777
	Iteration 3F: 3 clusters Score -87206.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87276.414062 Penalty: 2168.821777
	Iteration 4Q: 3 clusters Score -87276.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87342.859375 Penalty: 2168.821777
	Iteration 5Q: 3 clusters Score -87342.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87384.546875 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -87384.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87404.921875 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -87404.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87429.179688 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -87429.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87435.562500 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -87435.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87438.570312 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -87438.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87439.820312 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -87439.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87441.125000 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -87441.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87441.125000 Penalty: 2168.821777
	Iteration 13F: 3 clusters Score -87441.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -138923.203125 Penalty: 1155.488159
	Iteration 0F: 2 clusters Score -138923.2 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 600 members 
Entering Unmasked Estep 
Score: -137330.437500 Penalty: 2310.976318
	Iteration 0F: 3 clusters Score -137330.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137751.359375 Penalty: 2310.976318
	Iteration 1F: 3 clusters Score -137751.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137925.265625 Penalty: 2310.976318
	Iteration 2F: 3 clusters Score -137925.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -138027.109375 Penalty: 2310.976318
	Iteration 3F: 3 clusters Score -138027.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138109.562500 Penalty: 2310.976318
	Iteration 4F: 3 clusters Score -138109.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -138177.359375 Penalty: 2310.976318
	Iteration 5Q: 3 clusters Score -138177.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -138240.468750 Penalty: 2310.976318
	Iteration 6Q: 3 clusters Score -138240.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -138296.218750 Penalty: 2310.976318
	Iteration 7Q: 3 clusters Score -138296.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138343.296875 Penalty: 2310.976318
	Iteration 8Q: 3 clusters Score -138343.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -138376.218750 Penalty: 2310.976318
	Iteration 9Q: 3 clusters Score -138376.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -138401.109375 Penalty: 2310.976318
	Iteration 10Q: 3 clusters Score -138401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -138423.640625 Penalty: 2310.976318
	Iteration 11Q: 3 clusters Score -138423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -138426.453125 Penalty: 2310.976318
	Iteration 12Q: 3 clusters Score -138426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -138430.609375 Penalty: 2310.976318
	Iteration 13Q: 3 clusters Score -138430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -138432.500000 Penalty: 2310.976318
	Iteration 14Q: 3 clusters Score -138432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -138434.875000 Penalty: 2310.976318
	Iteration 15Q: 3 clusters Score -138434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -138435.687500 Penalty: 2310.976318
	Iteration 16Q: 3 clusters Score -138435.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -138435.687500 Penalty: 2310.976318
	Iteration 17F: 3 clusters Score -138435.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15811.995117 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -15812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15056.940430 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -15056.94 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15344.207031 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -15344.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15417.354492 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -15417.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15483.492188 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -15483.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15511.375977 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -15511.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15523.198242 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -15523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15527.939453 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -15527.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15528.676758 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -15528.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15528.676758 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -15528.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Entering Unmasked Estep 
Score: -1441214.375000 Penalty: 1531.963135
	Iteration 0F: 2 clusters Score -1441214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1432475.125000 Penalty: 3063.926270
	Iteration 0F: 3 clusters Score -1432475 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1435577.000000 Penalty: 3063.926270
	Iteration 1F: 3 clusters Score -1435577 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1435938.375000 Penalty: 3063.926270
	Iteration 2F: 3 clusters Score -1435938 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1436342.000000 Penalty: 3063.926270
	Iteration 3F: 3 clusters Score -1436342 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1436784.750000 Penalty: 3063.926270
	Iteration 4F: 3 clusters Score -1436785 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1437286.625000 Penalty: 3063.926270
	Iteration 5F: 3 clusters Score -1437287 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1437720.375000 Penalty: 3063.926270
	Iteration 6F: 3 clusters Score -1437720 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1438066.500000 Penalty: 3063.926270
	Iteration 7Q: 3 clusters Score -1438066 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1438375.500000 Penalty: 3063.926270
	Iteration 8Q: 3 clusters Score -1438376 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1438630.500000 Penalty: 3063.926270
	Iteration 9Q: 3 clusters Score -1438630 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1438813.500000 Penalty: 3063.926270
	Iteration 10Q: 3 clusters Score -1438814 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1438965.625000 Penalty: 3063.926270
	Iteration 11Q: 3 clusters Score -1438966 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1439114.125000 Penalty: 3063.926270
	Iteration 12Q: 3 clusters Score -1439114 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1439247.875000 Penalty: 3063.926270
	Iteration 13Q: 3 clusters Score -1439248 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1439377.375000 Penalty: 3063.926270
	Iteration 14Q: 3 clusters Score -1439377 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1439485.125000 Penalty: 3063.926270
	Iteration 15Q: 3 clusters Score -1439485 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1439578.375000 Penalty: 3063.926270
	Iteration 16Q: 3 clusters Score -1439578 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1439673.125000 Penalty: 3063.926270
	Iteration 17Q: 3 clusters Score -1439673 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1439757.875000 Penalty: 3063.926270
	Iteration 18Q: 3 clusters Score -1439758 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1439836.750000 Penalty: 3063.926270
	Iteration 19Q: 3 clusters Score -1439837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1439898.625000 Penalty: 3063.926270
	Iteration 20F: 3 clusters Score -1439899 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1439960.000000 Penalty: 3063.926270
	Iteration 21Q: 3 clusters Score -1439960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1440003.000000 Penalty: 3063.926270
	Iteration 22Q: 3 clusters Score -1440003 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1440041.375000 Penalty: 3063.926270
	Iteration 23Q: 3 clusters Score -1440041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1440070.000000 Penalty: 3063.926270
	Iteration 24Q: 3 clusters Score -1440070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1440088.375000 Penalty: 3063.926270
	Iteration 25Q: 3 clusters Score -1440088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1440103.000000 Penalty: 3063.926270
	Iteration 26Q: 3 clusters Score -1440103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1440110.375000 Penalty: 3063.926270
	Iteration 27Q: 3 clusters Score -1440110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1440117.750000 Penalty: 3063.926270
	Iteration 28Q: 3 clusters Score -1440118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1440121.000000 Penalty: 3063.926270
	Iteration 29Q: 3 clusters Score -1440121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1440125.375000 Penalty: 3063.926270
	Iteration 30Q: 3 clusters Score -1440125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1440128.875000 Penalty: 3063.926270
	Iteration 31Q: 3 clusters Score -1440129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1440134.125000 Penalty: 3063.926270
	Iteration 32Q: 3 clusters Score -1440134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1440133.000000 Penalty: 3063.926270
	Iteration 33Q: 3 clusters Score -1440133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1440136.000000 Penalty: 3063.926270
	Iteration 34Q: 3 clusters Score -1440136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1440139.000000 Penalty: 3063.926270
	Iteration 35Q: 3 clusters Score -1440139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1440139.250000 Penalty: 3063.926270
	Iteration 36Q: 3 clusters Score -1440139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1440146.375000 Penalty: 3063.926270
	Iteration 37Q: 3 clusters Score -1440146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1440152.250000 Penalty: 3063.926270
	Iteration 38Q: 3 clusters Score -1440152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1440157.000000 Penalty: 3063.926270
	Iteration 39Q: 3 clusters Score -1440157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1440160.125000 Penalty: 3063.926270
	Iteration 40F: 3 clusters Score -1440160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1440158.250000 Penalty: 3063.926270
	Iteration 41Q: 3 clusters Score -1440158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1440161.125000 Penalty: 3063.926270
	Iteration 42Q: 3 clusters Score -1440161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1440160.000000 Penalty: 3063.926270
	Iteration 43Q: 3 clusters Score -1440160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1440161.875000 Penalty: 3063.926270
	Iteration 44Q: 3 clusters Score -1440162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1440167.375000 Penalty: 3063.926270
	Iteration 45Q: 3 clusters Score -1440167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1440168.500000 Penalty: 3063.926270
	Iteration 46Q: 3 clusters Score -1440168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1440168.125000 Penalty: 3063.926270
	Iteration 47Q: 3 clusters Score -1440168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1440171.125000 Penalty: 3063.926270
	Iteration 48Q: 3 clusters Score -1440171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1440172.750000 Penalty: 3063.926270
	Iteration 49Q: 3 clusters Score -1440173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1440173.250000 Penalty: 3063.926270
	Iteration 50Q: 3 clusters Score -1440173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1440175.875000 Penalty: 3063.926270
	Iteration 51Q: 3 clusters Score -1440176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1440176.750000 Penalty: 3063.926270
	Iteration 52Q: 3 clusters Score -1440177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1440175.500000 Penalty: 3063.926270
	Iteration 53Q: 3 clusters Score -1440176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1440180.500000 Penalty: 3063.926270
	Iteration 54Q: 3 clusters Score -1440180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1440181.750000 Penalty: 3063.926270
	Iteration 55Q: 3 clusters Score -1440182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1440186.125000 Penalty: 3063.926270
	Iteration 56Q: 3 clusters Score -1440186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1440191.000000 Penalty: 3063.926270
	Iteration 57Q: 3 clusters Score -1440191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1440191.250000 Penalty: 3063.926270
	Iteration 58Q: 3 clusters Score -1440191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1440195.000000 Penalty: 3063.926270
	Iteration 59Q: 3 clusters Score -1440195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1440195.625000 Penalty: 3063.926270
	Iteration 60F: 3 clusters Score -1440196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1440197.000000 Penalty: 3063.926270
	Iteration 61Q: 3 clusters Score -1440197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1440202.375000 Penalty: 3063.926270
	Iteration 62Q: 3 clusters Score -1440202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1440202.625000 Penalty: 3063.926270
	Iteration 63Q: 3 clusters Score -1440203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1440202.750000 Penalty: 3063.926270
	Iteration 64Q: 3 clusters Score -1440203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1440202.875000 Penalty: 3063.926270
	Iteration 65Q: 3 clusters Score -1440203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1440202.000000 Penalty: 3063.926270
	Iteration 66Q: 3 clusters Score -1440202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1440204.250000 Penalty: 3063.926270
	Iteration 67Q: 3 clusters Score -1440204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1440204.000000 Penalty: 3063.926270
	Iteration 68Q: 3 clusters Score -1440204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1440204.000000 Penalty: 3063.926270
	Iteration 69Q: 3 clusters Score -1440204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1440205.750000 Penalty: 3063.926270
	Iteration 70Q: 3 clusters Score -1440206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1440205.500000 Penalty: 3063.926270
	Iteration 71Q: 3 clusters Score -1440206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1440203.875000 Penalty: 3063.926270
	Iteration 72Q: 3 clusters Score -1440204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1440203.875000 Penalty: 3063.926270
	Iteration 73F: 3 clusters Score -1440204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -232020.062500 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -232020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -229957.609375 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -229957.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230464.609375 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -230464.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -230633.437500 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -230633.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230750.703125 Penalty: 2459.891113
	Iteration 3F: 3 clusters Score -230750.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -230841.531250 Penalty: 2459.891113
	Iteration 4F: 3 clusters Score -230841.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230914.968750 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -230915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -230973.687500 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -230973.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -231015.156250 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -231015.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -231061.734375 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -231061.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -231110.484375 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -231110.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -231143.718750 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -231143.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -231173.703125 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -231173.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -231198.765625 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -231198.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -231215.250000 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -231215.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -231225.453125 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -231225.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -231231.703125 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -231231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -231240.781250 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -231240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -231247.593750 Penalty: 2459.891113
	Iteration 17Q: 3 clusters Score -231247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -231251.343750 Penalty: 2459.891113
	Iteration 18Q: 3 clusters Score -231251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -231253.890625 Penalty: 2459.891113
	Iteration 19Q: 3 clusters Score -231253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -231256.750000 Penalty: 2459.891113
	Iteration 20F: 3 clusters Score -231256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -231258.796875 Penalty: 2459.891113
	Iteration 21Q: 3 clusters Score -231258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -231261.046875 Penalty: 2459.891113
	Iteration 22Q: 3 clusters Score -231261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -231262.453125 Penalty: 2459.891113
	Iteration 23Q: 3 clusters Score -231262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -231263.984375 Penalty: 2459.891113
	Iteration 24Q: 3 clusters Score -231264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -231264.250000 Penalty: 2459.891113
	Iteration 25Q: 3 clusters Score -231264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -231264.406250 Penalty: 2459.891113
	Iteration 26Q: 3 clusters Score -231264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -231264.406250 Penalty: 2459.891113
	Iteration 27F: 3 clusters Score -231264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1488843.250000 Penalty: 1524.756470
	Iteration 0F: 2 clusters Score -1488843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1480469.750000 Penalty: 3049.512939
	Iteration 0F: 3 clusters Score -1480470 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1483309.625000 Penalty: 3049.512939
	Iteration 1F: 3 clusters Score -1483310 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1483748.125000 Penalty: 3049.512939
	Iteration 2F: 3 clusters Score -1483748 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1484093.750000 Penalty: 3049.512939
	Iteration 3F: 3 clusters Score -1484094 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1484382.500000 Penalty: 3049.512939
	Iteration 4F: 3 clusters Score -1484382 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1484647.500000 Penalty: 3049.512939
	Iteration 5Q: 3 clusters Score -1484648 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1484958.375000 Penalty: 3049.512939
	Iteration 6Q: 3 clusters Score -1484958 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1485300.625000 Penalty: 3049.512939
	Iteration 7F: 3 clusters Score -1485301 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1485681.375000 Penalty: 3049.512939
	Iteration 8F: 3 clusters Score -1485681 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1486095.250000 Penalty: 3049.512939
	Iteration 9F: 3 clusters Score -1486095 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1486429.250000 Penalty: 3049.512939
	Iteration 10Q: 3 clusters Score -1486429 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1486685.500000 Penalty: 3049.512939
	Iteration 11Q: 3 clusters Score -1486686 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1486924.375000 Penalty: 3049.512939
	Iteration 12Q: 3 clusters Score -1486924 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1487113.750000 Penalty: 3049.512939
	Iteration 13Q: 3 clusters Score -1487114 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1487251.750000 Penalty: 3049.512939
	Iteration 14Q: 3 clusters Score -1487252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1487365.750000 Penalty: 3049.512939
	Iteration 15Q: 3 clusters Score -1487366 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1487447.500000 Penalty: 3049.512939
	Iteration 16Q: 3 clusters Score -1487448 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1487499.875000 Penalty: 3049.512939
	Iteration 17Q: 3 clusters Score -1487500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1487550.250000 Penalty: 3049.512939
	Iteration 18Q: 3 clusters Score -1487550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1487588.500000 Penalty: 3049.512939
	Iteration 19Q: 3 clusters Score -1487588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1487611.875000 Penalty: 3049.512939
	Iteration 20F: 3 clusters Score -1487612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1487638.625000 Penalty: 3049.512939
	Iteration 21Q: 3 clusters Score -1487639 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1487666.625000 Penalty: 3049.512939
	Iteration 22Q: 3 clusters Score -1487667 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1487683.500000 Penalty: 3049.512939
	Iteration 23Q: 3 clusters Score -1487684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1487708.875000 Penalty: 3049.512939
	Iteration 24Q: 3 clusters Score -1487709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1487721.250000 Penalty: 3049.512939
	Iteration 25Q: 3 clusters Score -1487721 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1487732.250000 Penalty: 3049.512939
	Iteration 26Q: 3 clusters Score -1487732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1487748.875000 Penalty: 3049.512939
	Iteration 27Q: 3 clusters Score -1487749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1487765.125000 Penalty: 3049.512939
	Iteration 28Q: 3 clusters Score -1487765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1487777.625000 Penalty: 3049.512939
	Iteration 29Q: 3 clusters Score -1487778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1487797.875000 Penalty: 3049.512939
	Iteration 30Q: 3 clusters Score -1487798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1487812.125000 Penalty: 3049.512939
	Iteration 31Q: 3 clusters Score -1487812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1487826.875000 Penalty: 3049.512939
	Iteration 32Q: 3 clusters Score -1487827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1487837.000000 Penalty: 3049.512939
	Iteration 33Q: 3 clusters Score -1487837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1487852.250000 Penalty: 3049.512939
	Iteration 34Q: 3 clusters Score -1487852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1487866.625000 Penalty: 3049.512939
	Iteration 35Q: 3 clusters Score -1487867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1487874.500000 Penalty: 3049.512939
	Iteration 36Q: 3 clusters Score -1487874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1487881.125000 Penalty: 3049.512939
	Iteration 37Q: 3 clusters Score -1487881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1487889.125000 Penalty: 3049.512939
	Iteration 38Q: 3 clusters Score -1487889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1487899.125000 Penalty: 3049.512939
	Iteration 39Q: 3 clusters Score -1487899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1487907.625000 Penalty: 3049.512939
	Iteration 40F: 3 clusters Score -1487908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1487912.375000 Penalty: 3049.512939
	Iteration 41Q: 3 clusters Score -1487912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1487922.750000 Penalty: 3049.512939
	Iteration 42Q: 3 clusters Score -1487923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1487929.250000 Penalty: 3049.512939
	Iteration 43Q: 3 clusters Score -1487929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1487935.875000 Penalty: 3049.512939
	Iteration 44Q: 3 clusters Score -1487936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1487944.250000 Penalty: 3049.512939
	Iteration 45Q: 3 clusters Score -1487944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1487952.375000 Penalty: 3049.512939
	Iteration 46Q: 3 clusters Score -1487952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1487956.500000 Penalty: 3049.512939
	Iteration 47Q: 3 clusters Score -1487956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1487964.625000 Penalty: 3049.512939
	Iteration 48Q: 3 clusters Score -1487965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1487967.375000 Penalty: 3049.512939
	Iteration 49Q: 3 clusters Score -1487967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1487977.375000 Penalty: 3049.512939
	Iteration 50Q: 3 clusters Score -1487977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1487980.500000 Penalty: 3049.512939
	Iteration 51Q: 3 clusters Score -1487980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1487986.875000 Penalty: 3049.512939
	Iteration 52Q: 3 clusters Score -1487987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1487998.000000 Penalty: 3049.512939
	Iteration 53Q: 3 clusters Score -1487998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1488000.875000 Penalty: 3049.512939
	Iteration 54Q: 3 clusters Score -1488001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1488004.625000 Penalty: 3049.512939
	Iteration 55Q: 3 clusters Score -1488005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1488009.625000 Penalty: 3049.512939
	Iteration 56Q: 3 clusters Score -1488010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1488014.250000 Penalty: 3049.512939
	Iteration 57Q: 3 clusters Score -1488014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1488019.500000 Penalty: 3049.512939
	Iteration 58Q: 3 clusters Score -1488020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1488026.125000 Penalty: 3049.512939
	Iteration 59Q: 3 clusters Score -1488026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1488034.500000 Penalty: 3049.512939
	Iteration 60F: 3 clusters Score -1488034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1488041.500000 Penalty: 3049.512939
	Iteration 61Q: 3 clusters Score -1488042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1488050.625000 Penalty: 3049.512939
	Iteration 62Q: 3 clusters Score -1488051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1488059.500000 Penalty: 3049.512939
	Iteration 63Q: 3 clusters Score -1488060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1488069.625000 Penalty: 3049.512939
	Iteration 64Q: 3 clusters Score -1488070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1488075.125000 Penalty: 3049.512939
	Iteration 65Q: 3 clusters Score -1488075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1488084.125000 Penalty: 3049.512939
	Iteration 66Q: 3 clusters Score -1488084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1488089.000000 Penalty: 3049.512939
	Iteration 67Q: 3 clusters Score -1488089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1488100.125000 Penalty: 3049.512939
	Iteration 68Q: 3 clusters Score -1488100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1488104.500000 Penalty: 3049.512939
	Iteration 69Q: 3 clusters Score -1488104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1488106.750000 Penalty: 3049.512939
	Iteration 70Q: 3 clusters Score -1488107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1488110.375000 Penalty: 3049.512939
	Iteration 71Q: 3 clusters Score -1488110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1488116.750000 Penalty: 3049.512939
	Iteration 72Q: 3 clusters Score -1488117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1488118.250000 Penalty: 3049.512939
	Iteration 73Q: 3 clusters Score -1488118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1488117.500000 Penalty: 3049.512939
	Iteration 74Q: 3 clusters Score -1488118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1488119.625000 Penalty: 3049.512939
	Iteration 75Q: 3 clusters Score -1488120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1488119.875000 Penalty: 3049.512939
	Iteration 76Q: 3 clusters Score -1488120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1488121.250000 Penalty: 3049.512939
	Iteration 77Q: 3 clusters Score -1488121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1488124.625000 Penalty: 3049.512939
	Iteration 78Q: 3 clusters Score -1488125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1488125.500000 Penalty: 3049.512939
	Iteration 79Q: 3 clusters Score -1488126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1488125.000000 Penalty: 3049.512939
	Iteration 80F: 3 clusters Score -1488125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1488125.750000 Penalty: 3049.512939
	Iteration 81Q: 3 clusters Score -1488126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1488125.500000 Penalty: 3049.512939
	Iteration 82Q: 3 clusters Score -1488126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1488125.500000 Penalty: 3049.512939
	Iteration 83F: 3 clusters Score -1488126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103616 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124109 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111070 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 479Q: 40 clusters Score -1.417519e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97052 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103303 members 
Mstep: Class 15 contains 109751 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103618 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63062 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124110 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111067 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 480F: 40 clusters Score -1.417519e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17598 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97054 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103303 members 
Mstep: Class 15 contains 109750 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103619 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63063 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119436 members 
Mstep: Class 29 contains 124107 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111064 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 481Q: 40 clusters Score -1.417519e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97057 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103302 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103623 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63061 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119433 members 
Mstep: Class 29 contains 124106 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111062 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751840.000000 Penalty: 88477.945312
Iteration 482Q: 40 clusters Score -1.417518e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97060 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103303 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103624 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63060 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119434 members 
Mstep: Class 29 contains 124104 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111058 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751840.000000 Penalty: 88477.945312
Iteration 483Q: 40 clusters Score -1.417518e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16230 members 
Mstep: Class 5 contains 53891 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97062 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103303 members 
Mstep: Class 15 contains 109754 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103626 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63060 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119432 members 
Mstep: Class 29 contains 124101 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111054 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 484Q: 40 clusters Score -1.417519e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53892 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97063 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103305 members 
Mstep: Class 15 contains 109753 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103627 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63060 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119436 members 
Mstep: Class 29 contains 124095 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111053 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751936.000000 Penalty: 88477.945312
Iteration 485Q: 40 clusters Score -1.417519e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53894 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97064 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103305 members 
Mstep: Class 15 contains 109751 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103631 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63060 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119440 members 
Mstep: Class 29 contains 124092 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111047 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751920.000000 Penalty: 88477.945312
Iteration 486Q: 40 clusters Score -1.417519e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53895 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97067 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103305 members 
Mstep: Class 15 contains 109753 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103634 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63060 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119439 members 
Mstep: Class 29 contains 124088 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111044 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 487Q: 40 clusters Score -1.417519e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53896 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17592 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97070 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103303 members 
Mstep: Class 15 contains 109751 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103636 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63060 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119444 members 
Mstep: Class 29 contains 124086 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111040 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751872.000000 Penalty: 88477.945312
Iteration 488Q: 40 clusters Score -1.417519e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 53896 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97072 members 
Mstep: Class 10 contains 26046 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103303 members 
Mstep: Class 15 contains 109755 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103640 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63060 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119446 members 
Mstep: Class 29 contains 124079 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111039 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751904.000000 Penalty: 88477.945312
Iteration 489Q: 40 clusters Score -1.417519e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 53896 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97078 members 
Mstep: Class 10 contains 26045 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103302 members 
Mstep: Class 15 contains 109756 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103641 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63059 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119443 members 
Mstep: Class 29 contains 124078 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111038 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751952.000000 Penalty: 88477.945312
Iteration 490Q: 40 clusters Score -1.41752e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 53896 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97083 members 
Mstep: Class 10 contains 26043 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103302 members 
Mstep: Class 15 contains 109757 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103647 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63058 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119437 members 
Mstep: Class 29 contains 124077 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111034 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12424 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752064.000000 Penalty: 88477.945312
Iteration 491Q: 40 clusters Score -1.417521e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 53894 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97083 members 
Mstep: Class 10 contains 26042 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103302 members 
Mstep: Class 15 contains 109757 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103654 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63056 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119433 members 
Mstep: Class 29 contains 124080 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111036 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12423 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752080.000000 Penalty: 88477.945312
Iteration 492Q: 40 clusters Score -1.417521e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 53895 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97083 members 
Mstep: Class 10 contains 26041 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103299 members 
Mstep: Class 15 contains 109756 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103662 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63049 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119429 members 
Mstep: Class 29 contains 124083 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111038 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12424 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752096.000000 Penalty: 88477.945312
Iteration 493Q: 40 clusters Score -1.417521e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53896 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97085 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103298 members 
Mstep: Class 15 contains 109755 members 
Mstep: Class 16 contains 41958 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103666 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63049 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119424 members 
Mstep: Class 29 contains 124079 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111042 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752080.000000 Penalty: 88477.945312
Iteration 494Q: 40 clusters Score -1.417521e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 53898 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97082 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103296 members 
Mstep: Class 15 contains 109754 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 103671 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63046 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119423 members 
Mstep: Class 29 contains 124076 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111041 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12426 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752096.000000 Penalty: 88477.945312
Iteration 495Q: 40 clusters Score -1.417521e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 53899 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97080 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103296 members 
Mstep: Class 15 contains 109755 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 103680 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63045 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14041 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119414 members 
Mstep: Class 29 contains 124078 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111039 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12427 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752032.000000 Penalty: 88477.945312
Iteration 496Q: 40 clusters Score -1.41752e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53900 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97076 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103295 members 
Mstep: Class 15 contains 109753 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 103687 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63045 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14040 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119405 members 
Mstep: Class 29 contains 124078 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111042 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12428 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141751952.000000 Penalty: 88477.945312
Iteration 497Q: 40 clusters Score -1.41752e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 8077 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53898 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97073 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103294 members 
Mstep: Class 15 contains 109756 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 103696 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63045 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14040 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119397 members 
Mstep: Class 29 contains 124080 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111037 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12427 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752048.000000 Penalty: 88477.945312
Iteration 498Q: 40 clusters Score -1.41752e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8077 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 53900 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17589 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97071 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6654 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103293 members 
Mstep: Class 15 contains 109752 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 103709 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63045 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14037 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119396 members 
Mstep: Class 29 contains 124076 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111034 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12427 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752064.000000 Penalty: 88477.945312
Iteration 499Q: 40 clusters Score -1.417521e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 8077 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 53899 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 97072 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 6654 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 103291 members 
Mstep: Class 15 contains 109750 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 103725 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 63043 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 14036 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 119389 members 
Mstep: Class 29 contains 124077 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 111031 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 12427 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 11908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141752144.000000 Penalty: 88477.945312
Iteration 500F: 40 clusters Score -1.417521e+08 nChanged 30
Maximum iterations exceeded
--- Evaluating fit on full set of 3469879 points ---
Entering Unmasked Estep 
Score: -432663744.000000 Penalty: 95440.406250
23->40 Clusters: Score -432663744.000000, best is -432706048.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1156626 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 49529 members 
Mstep: Class 3 contains 50015 members 
Mstep: Class 4 contains 50493 members 
Mstep: Class 5 contains 50150 members 
Mstep: Class 6 contains 50184 members 
Mstep: Class 7 contains 50415 members 
Mstep: Class 8 contains 50091 members 
Mstep: Class 9 contains 50223 members 
Mstep: Class 10 contains 50703 members 
Mstep: Class 11 contains 50239 members 
Mstep: Class 12 contains 50031 members 
Mstep: Class 13 contains 50392 members 
Mstep: Class 14 contains 50280 members 
Mstep: Class 15 contains 50337 members 
Mstep: Class 16 contains 50196 members 
Mstep: Class 17 contains 50101 members 
Mstep: Class 18 contains 50273 members 
Mstep: Class 19 contains 50979 members 
Mstep: Class 20 contains 50484 members 
Mstep: Class 21 contains 50256 members 
Mstep: Class 22 contains 50686 members 
Mstep: Class 23 contains 50081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1208.403442 but Gain 2268.667969
Score: -132198680.000000 Penalty: 49910.636719
Iteration 0F: 23 clusters Score -1.321987e+08 nChanged 1106390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 478446 members 
Mstep: Class 3 contains 54270 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 14304 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 6987 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 18562 members 
Mstep: Class 10 contains 208333 members 
Mstep: Class 11 contains 1651 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 9485 members 
Mstep: Class 14 contains 18632 members 
Mstep: Class 15 contains 13570 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 58551 members 
Mstep: Class 21 contains 65636 members 
Mstep: Class 22 contains 3108 members 
Mstep: Class 23 contains 13117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139405568.000000 Penalty: 49910.636719
Iteration 1F: 23 clusters Score -1.394056e+08 nChanged 446175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2198 members 
Mstep: Class 1 contains 215885 members 
Mstep: Class 2 contains 283007 members 
Mstep: Class 3 contains 56216 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 9252 members 
Mstep: Class 9 contains 14956 members 
Mstep: Class 10 contains 326405 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 20924 members 
Mstep: Class 13 contains 18415 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 17 contains 14765 members 
Mstep: Class 18 contains 4504 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 56691 members 
Mstep: Class 21 contains 69584 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 5548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140093520.000000 Penalty: 49910.636719
Iteration 2F: 23 clusters Score -1.400935e+08 nChanged 375415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1751 members 
Mstep: Class 1 contains 338046 members 
Mstep: Class 2 contains 232194 members 
Mstep: Class 3 contains 53111 members 
Mstep: Class 4 contains 6994 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 11321 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 214283 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 35813 members 
Mstep: Class 13 contains 28546 members 
Mstep: Class 14 contains 16689 members 
Mstep: Class 15 contains 5739 members 
Mstep: Class 17 contains 19211 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 2607 members 
Mstep: Class 20 contains 68040 members 
Mstep: Class 21 contains 72132 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140456880.000000 Penalty: 49910.636719
Iteration 3F: 23 clusters Score -1.404569e+08 nChanged 340727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1435 members 
Mstep: Class 1 contains 212382 members 
Mstep: Class 2 contains 262104 members 
Mstep: Class 3 contains 53217 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 13096 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 14186 members 
Mstep: Class 9 contains 15971 members 
Mstep: Class 10 contains 245784 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 47204 members 
Mstep: Class 13 contains 33386 members 
Mstep: Class 14 contains 19607 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 17 contains 20424 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 96660 members 
Mstep: Class 21 contains 84231 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140734608.000000 Penalty: 49910.636719
Iteration 4F: 23 clusters Score -1.407346e+08 nChanged 223726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1296 members 
Mstep: Class 1 contains 250091 members 
Mstep: Class 2 contains 208184 members 
Mstep: Class 3 contains 56180 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 18104 members 
Mstep: Class 9 contains 13936 members 
Mstep: Class 10 contains 203819 members 
Mstep: Class 11 contains 3308 members 
Mstep: Class 12 contains 56089 members 
Mstep: Class 13 contains 35833 members 
Mstep: Class 14 contains 20842 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 17 contains 20435 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 123140 members 
Mstep: Class 21 contains 97687 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140950800.000000 Penalty: 49910.636719
Iteration 5F: 23 clusters Score -1.409508e+08 nChanged 203450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1163 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 222639 members 
Mstep: Class 3 contains 58607 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 14356 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 20158 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 189589 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 61674 members 
Mstep: Class 13 contains 35549 members 
Mstep: Class 14 contains 22656 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 17 contains 19497 members 
Mstep: Class 18 contains 10254 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 153019 members 
Mstep: Class 21 contains 111974 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141087472.000000 Penalty: 49910.636719
Iteration 6F: 23 clusters Score -1.410875e+08 nChanged 150793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1086 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 211330 members 
Mstep: Class 3 contains 63437 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 14325 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 22798 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 174802 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 66047 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 24180 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 17 contains 18852 members 
Mstep: Class 18 contains 12834 members 
Mstep: Class 19 contains 2886 members 
Mstep: Class 20 contains 177183 members 
Mstep: Class 21 contains 125965 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141188176.000000 Penalty: 49910.636719
Iteration 7F: 23 clusters Score -1.411882e+08 nChanged 130485
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 153725 members 
Mstep: Class 2 contains 199765 members 
Mstep: Class 3 contains 71229 members 
Mstep: Class 4 contains 3351 members 
Mstep: Class 5 contains 14130 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 24585 members 
Mstep: Class 9 contains 7754 members 
Mstep: Class 10 contains 165343 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 69547 members 
Mstep: Class 13 contains 32240 members 
Mstep: Class 14 contains 25784 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 17 contains 18172 members 
Mstep: Class 18 contains 15147 members 
Mstep: Class 19 contains 2655 members 
Mstep: Class 20 contains 194147 members 
Mstep: Class 21 contains 140562 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141260096.000000 Penalty: 49910.636719
Iteration 8F: 23 clusters Score -1.412601e+08 nChanged 120683
Entering Unmasked Mstep 
Mstep: Class 0 contains 883 members 
Mstep: Class 1 contains 134584 members 
Mstep: Class 2 contains 188917 members 
Mstep: Class 3 contains 82713 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 5 contains 13898 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 25763 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 160289 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 72150 members 
Mstep: Class 13 contains 29963 members 
Mstep: Class 14 contains 27594 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 17 contains 17713 members 
Mstep: Class 18 contains 17251 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 202535 members 
Mstep: Class 21 contains 152582 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141320784.000000 Penalty: 49910.636719
Iteration 9F: 23 clusters Score -1.413208e+08 nChanged 107058
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 180398 members 
Mstep: Class 3 contains 97449 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 13762 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 1576 members 
Mstep: Class 8 contains 26698 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 156608 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 73766 members 
Mstep: Class 13 contains 27456 members 
Mstep: Class 14 contains 29385 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 17 contains 17255 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 209007 members 
Mstep: Class 21 contains 154810 members 
Mstep: Class 22 contains 2710 members 
Mstep: Class 23 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141368064.000000 Penalty: 49910.636719
Iteration 10F: 23 clusters Score -1.413681e+08 nChanged 88996
Entering Unmasked Mstep 
Mstep: Class 0 contains 728 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 171745 members 
Mstep: Class 3 contains 114438 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 27317 members 
Mstep: Class 9 contains 6279 members 
Mstep: Class 10 contains 153099 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 74460 members 
Mstep: Class 13 contains 25115 members 
Mstep: Class 14 contains 31384 members 
Mstep: Class 15 contains 8123 members 
Mstep: Class 17 contains 16822 members 
Mstep: Class 18 contains 21639 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 212638 members 
Mstep: Class 21 contains 150537 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141404336.000000 Penalty: 49910.636719
Iteration 11F: 23 clusters Score -1.414043e+08 nChanged 76140
Entering Unmasked Mstep 
Mstep: Class 0 contains 669 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 162584 members 
Mstep: Class 3 contains 134319 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 13666 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 27932 members 
Mstep: Class 9 contains 6019 members 
Mstep: Class 10 contains 147640 members 
Mstep: Class 11 contains 895 members 
Mstep: Class 12 contains 74422 members 
Mstep: Class 13 contains 22896 members 
Mstep: Class 14 contains 33529 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 18 contains 23512 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 213347 members 
Mstep: Class 21 contains 145631 members 
Mstep: Class 22 contains 2417 members 
Mstep: Class 23 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141430240.000000 Penalty: 49910.636719
Iteration 12F: 23 clusters Score -1.414302e+08 nChanged 69493
Entering Unmasked Mstep 
Mstep: Class 0 contains 616 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 154075 members 
Mstep: Class 3 contains 155816 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 13656 members 
Mstep: Class 6 contains 2738 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 28367 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 140805 members 
Mstep: Class 11 contains 901 members 
Mstep: Class 12 contains 74516 members 
Mstep: Class 13 contains 21133 members 
Mstep: Class 14 contains 35660 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 24842 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 211693 members 
Mstep: Class 21 contains 141595 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 3120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141447536.000000 Penalty: 49910.636719
Iteration 13F: 23 clusters Score -1.414475e+08 nChanged 67774
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 145976 members 
Mstep: Class 3 contains 176359 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 13637 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 28561 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 133643 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 75969 members 
Mstep: Class 13 contains 19608 members 
Mstep: Class 14 contains 37580 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 1340 members 
Mstep: Class 20 contains 208367 members 
Mstep: Class 21 contains 138564 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141455776.000000 Penalty: 49910.636719
Iteration 14F: 23 clusters Score -1.414558e+08 nChanged 64701
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 139488 members 
Mstep: Class 3 contains 190191 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1553 members 
Mstep: Class 8 contains 28554 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 128786 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 79113 members 
Mstep: Class 13 contains 18414 members 
Mstep: Class 14 contains 39306 members 
Mstep: Class 15 contains 8619 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 203800 members 
Mstep: Class 21 contains 136619 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 4410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141460592.000000 Penalty: 49910.636719
Iteration 15F: 23 clusters Score -1.414606e+08 nChanged 58590
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 107995 members 
Mstep: Class 2 contains 135794 members 
Mstep: Class 3 contains 194386 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 13481 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 28247 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 127715 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 83065 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 40922 members 
Mstep: Class 15 contains 8859 members 
Mstep: Class 17 contains 14944 members 
Mstep: Class 18 contains 26286 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 198084 members 
Mstep: Class 21 contains 135947 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 5185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141462800.000000 Penalty: 49910.636719
Iteration 16F: 23 clusters Score -1.414628e+08 nChanged 50103
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 133832 members 
Mstep: Class 3 contains 192124 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 13426 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 27620 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 129187 members 
Mstep: Class 11 contains 948 members 
Mstep: Class 12 contains 86791 members 
Mstep: Class 13 contains 16954 members 
Mstep: Class 14 contains 42389 members 
Mstep: Class 15 contains 9127 members 
Mstep: Class 17 contains 14580 members 
Mstep: Class 18 contains 26275 members 
Mstep: Class 19 contains 1204 members 
Mstep: Class 20 contains 190767 members 
Mstep: Class 21 contains 136739 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 6049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141472608.000000 Penalty: 49910.636719
Iteration 17Q: 23 clusters Score -1.414726e+08 nChanged 42705
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 132747 members 
Mstep: Class 3 contains 188413 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 13363 members 
Mstep: Class 6 contains 2751 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 26817 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 130578 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 90405 members 
Mstep: Class 13 contains 16543 members 
Mstep: Class 14 contains 43658 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 17 contains 14208 members 
Mstep: Class 18 contains 26197 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 183886 members 
Mstep: Class 21 contains 137119 members 
Mstep: Class 22 contains 2963 members 
Mstep: Class 23 contains 6958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141483712.000000 Penalty: 49910.636719
Iteration 18Q: 23 clusters Score -1.414837e+08 nChanged 37555
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 132064 members 
Mstep: Class 3 contains 184828 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 13363 members 
Mstep: Class 6 contains 2743 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 25855 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 131981 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 93967 members 
Mstep: Class 13 contains 16358 members 
Mstep: Class 14 contains 44796 members 
Mstep: Class 15 contains 9746 members 
Mstep: Class 17 contains 13868 members 
Mstep: Class 18 contains 26116 members 
Mstep: Class 19 contains 1146 members 
Mstep: Class 20 contains 177634 members 
Mstep: Class 21 contains 136952 members 
Mstep: Class 22 contains 3201 members 
Mstep: Class 23 contains 7952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141494752.000000 Penalty: 49910.636719
Iteration 19Q: 23 clusters Score -1.414948e+08 nChanged 33782
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 131509 members 
Mstep: Class 3 contains 181353 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 2736 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 24822 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 133672 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 97348 members 
Mstep: Class 13 contains 16263 members 
Mstep: Class 14 contains 45798 members 
Mstep: Class 15 contains 10057 members 
Mstep: Class 17 contains 13528 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 171941 members 
Mstep: Class 21 contains 136644 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141504432.000000 Penalty: 49910.636719
Iteration 20F: 23 clusters Score -1.415044e+08 nChanged 30620
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 129101 members 
Mstep: Class 2 contains 130980 members 
Mstep: Class 3 contains 178168 members 
Mstep: Class 4 contains 3511 members 
Mstep: Class 5 contains 13283 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 23862 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 135511 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 100550 members 
Mstep: Class 13 contains 16207 members 
Mstep: Class 14 contains 46700 members 
Mstep: Class 15 contains 10352 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 25839 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 166835 members 
Mstep: Class 21 contains 136373 members 
Mstep: Class 22 contains 3665 members 
Mstep: Class 23 contains 10158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141513648.000000 Penalty: 49910.636719
Iteration 21Q: 23 clusters Score -1.415136e+08 nChanged 27445
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 130449 members 
Mstep: Class 3 contains 175493 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 13200 members 
Mstep: Class 6 contains 2725 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 8 contains 23093 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 137411 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 103340 members 
Mstep: Class 13 contains 16202 members 
Mstep: Class 14 contains 47458 members 
Mstep: Class 15 contains 10672 members 
Mstep: Class 17 contains 12946 members 
Mstep: Class 18 contains 25757 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 20 contains 162493 members 
Mstep: Class 21 contains 135930 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 11274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141521504.000000 Penalty: 49910.636719
Iteration 22Q: 23 clusters Score -1.415215e+08 nChanged 24748
Entering Unmasked Mstep 
Mstep: Class 0 contains 398 members 
Mstep: Class 1 contains 132640 members 
Mstep: Class 2 contains 129804 members 
Mstep: Class 3 contains 173205 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 13144 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 22463 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 139262 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 105937 members 
Mstep: Class 13 contains 16160 members 
Mstep: Class 14 contains 48130 members 
Mstep: Class 15 contains 10944 members 
Mstep: Class 17 contains 12701 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 1122 members 
Mstep: Class 20 contains 158801 members 
Mstep: Class 21 contains 135399 members 
Mstep: Class 22 contains 4045 members 
Mstep: Class 23 contains 12339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141527024.000000 Penalty: 49910.636719
Iteration 23Q: 23 clusters Score -1.41527e+08 nChanged 22472
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 129221 members 
Mstep: Class 3 contains 171251 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 13067 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 21973 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 141199 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 108247 members 
Mstep: Class 13 contains 16100 members 
Mstep: Class 14 contains 48796 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 17 contains 12517 members 
Mstep: Class 18 contains 25662 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 155446 members 
Mstep: Class 21 contains 135010 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 13449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141533968.000000 Penalty: 49910.636719
Iteration 24Q: 23 clusters Score -1.41534e+08 nChanged 20653
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 133760 members 
Mstep: Class 2 contains 128804 members 
Mstep: Class 3 contains 169562 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 12948 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 21598 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 142911 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 110166 members 
Mstep: Class 13 contains 16017 members 
Mstep: Class 14 contains 49441 members 
Mstep: Class 15 contains 11327 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 152518 members 
Mstep: Class 21 contains 134605 members 
Mstep: Class 22 contains 4345 members 
Mstep: Class 23 contains 14672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141539120.000000 Penalty: 49910.636719
Iteration 25Q: 23 clusters Score -1.415391e+08 nChanged 19047
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 133671 members 
Mstep: Class 2 contains 128392 members 
Mstep: Class 3 contains 168107 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 12823 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 21330 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 144449 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 111837 members 
Mstep: Class 13 contains 15932 members 
Mstep: Class 14 contains 50054 members 
Mstep: Class 15 contains 11492 members 
Mstep: Class 17 contains 12268 members 
Mstep: Class 18 contains 25514 members 
Mstep: Class 19 contains 1116 members 
Mstep: Class 20 contains 150013 members 
Mstep: Class 21 contains 134353 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 15896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141544048.000000 Penalty: 49910.636719
Iteration 26Q: 23 clusters Score -1.41544e+08 nChanged 17935
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 127993 members 
Mstep: Class 3 contains 166915 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 12723 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 21083 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 145976 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 113379 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 50572 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 17 contains 12170 members 
Mstep: Class 18 contains 25436 members 
Mstep: Class 19 contains 1112 members 
Mstep: Class 20 contains 147672 members 
Mstep: Class 21 contains 134107 members 
Mstep: Class 22 contains 4655 members 
Mstep: Class 23 contains 17104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141548256.000000 Penalty: 49910.636719
Iteration 27Q: 23 clusters Score -1.415483e+08 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 132882 members 
Mstep: Class 2 contains 127739 members 
Mstep: Class 3 contains 165796 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 5 contains 12671 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 1630 members 
Mstep: Class 8 contains 20862 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 147320 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 114668 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 14 contains 50965 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 17 contains 12115 members 
Mstep: Class 18 contains 25343 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 145670 members 
Mstep: Class 21 contains 133910 members 
Mstep: Class 22 contains 4823 members 
Mstep: Class 23 contains 18345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141553088.000000 Penalty: 49910.636719
Iteration 28Q: 23 clusters Score -1.415531e+08 nChanged 15944
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 132514 members 
Mstep: Class 2 contains 127456 members 
Mstep: Class 3 contains 164903 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 12595 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 20715 members 
Mstep: Class 9 contains 5206 members 
Mstep: Class 10 contains 148484 members 
Mstep: Class 11 contains 948 members 
Mstep: Class 12 contains 115734 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 51241 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 25277 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 143994 members 
Mstep: Class 21 contains 133690 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 19557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141557184.000000 Penalty: 49910.636719
Iteration 29Q: 23 clusters Score -1.415572e+08 nChanged 15097
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 132088 members 
Mstep: Class 2 contains 127198 members 
Mstep: Class 3 contains 164198 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 12509 members 
Mstep: Class 6 contains 2716 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 20645 members 
Mstep: Class 9 contains 5177 members 
Mstep: Class 10 contains 149476 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 116604 members 
Mstep: Class 13 contains 15214 members 
Mstep: Class 14 contains 51476 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 17 contains 12066 members 
Mstep: Class 18 contains 25219 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 142432 members 
Mstep: Class 21 contains 133500 members 
Mstep: Class 22 contains 5001 members 
Mstep: Class 23 contains 20739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141560816.000000 Penalty: 49910.636719
Iteration 30Q: 23 clusters Score -1.415608e+08 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 131644 members 
Mstep: Class 2 contains 127046 members 
Mstep: Class 3 contains 163642 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 2725 members 
Mstep: Class 7 contains 1649 members 
Mstep: Class 8 contains 20578 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 150464 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 117400 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 51626 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 17 contains 12037 members 
Mstep: Class 18 contains 25209 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 141051 members 
Mstep: Class 21 contains 133183 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 21845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141564160.000000 Penalty: 49910.636719
Iteration 31Q: 23 clusters Score -1.415642e+08 nChanged 13507
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 131223 members 
Mstep: Class 2 contains 126922 members 
Mstep: Class 3 contains 163234 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 20523 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 151192 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 118061 members 
Mstep: Class 13 contains 14849 members 
Mstep: Class 14 contains 51706 members 
Mstep: Class 15 contains 12628 members 
Mstep: Class 17 contains 12023 members 
Mstep: Class 18 contains 25223 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 139943 members 
Mstep: Class 21 contains 132852 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 22827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141566384.000000 Penalty: 49910.636719
Iteration 32Q: 23 clusters Score -1.415664e+08 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 126880 members 
Mstep: Class 3 contains 162737 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 12265 members 
Mstep: Class 6 contains 2738 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 8 contains 20444 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 151793 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 118610 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 51774 members 
Mstep: Class 15 contains 12837 members 
Mstep: Class 17 contains 12016 members 
Mstep: Class 18 contains 25214 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 139054 members 
Mstep: Class 21 contains 132587 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 23694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141568944.000000 Penalty: 49910.636719
Iteration 33Q: 23 clusters Score -1.415689e+08 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 126839 members 
Mstep: Class 3 contains 162328 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 12225 members 
Mstep: Class 6 contains 2744 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 20395 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 152131 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 118972 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 51773 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 17 contains 12012 members 
Mstep: Class 18 contains 25230 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 138407 members 
Mstep: Class 21 contains 132290 members 
Mstep: Class 22 contains 5242 members 
Mstep: Class 23 contains 24479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141571392.000000 Penalty: 49910.636719
Iteration 34Q: 23 clusters Score -1.415714e+08 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130845 members 
Mstep: Class 2 contains 126822 members 
Mstep: Class 3 contains 162084 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 12159 members 
Mstep: Class 6 contains 2746 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 152285 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 12 contains 119245 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 51723 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 17 contains 12005 members 
Mstep: Class 18 contains 25249 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 138075 members 
Mstep: Class 21 contains 131828 members 
Mstep: Class 22 contains 5267 members 
Mstep: Class 23 contains 25212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141573200.000000 Penalty: 49910.636719
Iteration 35Q: 23 clusters Score -1.415732e+08 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 126768 members 
Mstep: Class 3 contains 161874 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 12115 members 
Mstep: Class 6 contains 2747 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 20365 members 
Mstep: Class 9 contains 4965 members 
Mstep: Class 10 contains 152290 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 12 contains 119422 members 
Mstep: Class 13 contains 14313 members 
Mstep: Class 14 contains 51633 members 
Mstep: Class 15 contains 13395 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137970 members 
Mstep: Class 21 contains 131371 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 25889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141574320.000000 Penalty: 49910.636719
Iteration 36Q: 23 clusters Score -1.415743e+08 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 126798 members 
Mstep: Class 3 contains 161731 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 12073 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 20353 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 152227 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14218 members 
Mstep: Class 14 contains 51523 members 
Mstep: Class 15 contains 13552 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 18 contains 25336 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137890 members 
Mstep: Class 21 contains 130923 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 26486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141576272.000000 Penalty: 49910.636719
Iteration 37Q: 23 clusters Score -1.415763e+08 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 126870 members 
Mstep: Class 3 contains 161734 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 20354 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 152110 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119497 members 
Mstep: Class 13 contains 14122 members 
Mstep: Class 14 contains 51413 members 
Mstep: Class 15 contains 13672 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25343 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137854 members 
Mstep: Class 21 contains 130561 members 
Mstep: Class 22 contains 5348 members 
Mstep: Class 23 contains 26997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141578736.000000 Penalty: 49910.636719
Iteration 38Q: 23 clusters Score -1.415787e+08 nChanged 9436
Entering ConstructFrom: 
Score: -141578736.000000 Penalty: 49910.636719
Entering ConstructFrom: 
Trying to split cluster 1 (130863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130863 members 
Entering Unmasked Estep 
Score: -16489115.000000 Penalty: 1914.559692
	Iteration 0F: 2 clusters Score -1.648912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -16410905.000000 Penalty: 3829.119385
	Iteration 0F: 3 clusters Score -1.64109e+07 nChanged 62742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -16447830.000000 Penalty: 3829.119385
	Iteration 1F: 3 clusters Score -1.644783e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -16449031.000000 Penalty: 3829.119385
	Iteration 2Q: 3 clusters Score -1.644903e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -16451139.000000 Penalty: 3829.119385
	Iteration 3Q: 3 clusters Score -1.645114e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -16454470.000000 Penalty: 3829.119385
	Iteration 4F: 3 clusters Score -1.645447e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 90697 members 
Entering Unmasked Estep 
Score: -16459904.000000 Penalty: 3829.119385
	Iteration 5F: 3 clusters Score -1.64599e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -16468447.000000 Penalty: 3829.119385
	Iteration 6F: 3 clusters Score -1.646845e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -16476873.000000 Penalty: 3829.119385
	Iteration 7F: 3 clusters Score -1.647687e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 119087 members 
Entering Unmasked Estep 
Score: -16482346.000000 Penalty: 3829.119385
	Iteration 8F: 3 clusters Score -1.648235e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -16484992.000000 Penalty: 3829.119385
	Iteration 9Q: 3 clusters Score -1.648499e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 125774 members 
Entering Unmasked Estep 
Score: -16486552.000000 Penalty: 3829.119385
	Iteration 10Q: 3 clusters Score -1.648655e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 126952 members 
Entering Unmasked Estep 
Score: -16487344.000000 Penalty: 3829.119385
	Iteration 11Q: 3 clusters Score -1.648734e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -16487762.000000 Penalty: 3829.119385
	Iteration 12Q: 3 clusters Score -1.648776e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 128043 members 
Entering Unmasked Estep 
Score: -16487909.000000 Penalty: 3829.119385
	Iteration 13Q: 3 clusters Score -1.648791e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -16488020.000000 Penalty: 3829.119385
	Iteration 14Q: 3 clusters Score -1.648802e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -16488075.000000 Penalty: 3829.119385
	Iteration 15Q: 3 clusters Score -1.648808e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 128615 members 
Entering Unmasked Estep 
Score: -16488121.000000 Penalty: 3829.119385
	Iteration 16Q: 3 clusters Score -1.648812e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 128700 members 
Entering Unmasked Estep 
Score: -16488166.000000 Penalty: 3829.119385
	Iteration 17Q: 3 clusters Score -1.648817e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 128765 members 
Entering Unmasked Estep 
Score: -16488197.000000 Penalty: 3829.119385
	Iteration 18Q: 3 clusters Score -1.64882e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 128810 members 
Entering Unmasked Estep 
Score: -16488222.000000 Penalty: 3829.119385
	Iteration 19Q: 3 clusters Score -1.648822e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 128875 members 
Entering Unmasked Estep 
Score: -16488254.000000 Penalty: 3829.119385
	Iteration 20F: 3 clusters Score -1.648825e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 128938 members 
Entering Unmasked Estep 
Score: -16488264.000000 Penalty: 3829.119385
	Iteration 21Q: 3 clusters Score -1.648826e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 128966 members 
Entering Unmasked Estep 
Score: -16488317.000000 Penalty: 3829.119385
	Iteration 22Q: 3 clusters Score -1.648832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 128980 members 
Entering Unmasked Estep 
Score: -16488320.000000 Penalty: 3829.119385
	Iteration 23Q: 3 clusters Score -1.648832e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -16488309.000000 Penalty: 3829.119385
	Iteration 24Q: 3 clusters Score -1.648831e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 129012 members 
Entering Unmasked Estep 
Score: -16488329.000000 Penalty: 3829.119385
	Iteration 25Q: 3 clusters Score -1.648833e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 129029 members 
Entering Unmasked Estep 
Score: -16488361.000000 Penalty: 3829.119385
	Iteration 26Q: 3 clusters Score -1.648836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -16488374.000000 Penalty: 3829.119385
	Iteration 27Q: 3 clusters Score -1.648837e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -16488357.000000 Penalty: 3829.119385
	Iteration 28Q: 3 clusters Score -1.648836e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -16488349.000000 Penalty: 3829.119385
	Iteration 29Q: 3 clusters Score -1.648835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 129090 members 
Entering Unmasked Estep 
Score: -16488353.000000 Penalty: 3829.119385
	Iteration 30Q: 3 clusters Score -1.648835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -16488357.000000 Penalty: 3829.119385
	Iteration 31Q: 3 clusters Score -1.648836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -16488354.000000 Penalty: 3829.119385
	Iteration 32Q: 3 clusters Score -1.648835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 129123 members 
Entering Unmasked Estep 
Score: -16488348.000000 Penalty: 3829.119385
	Iteration 33Q: 3 clusters Score -1.648835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 129132 members 
Entering Unmasked Estep 
Score: -16488358.000000 Penalty: 3829.119385
	Iteration 34Q: 3 clusters Score -1.648836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 129138 members 
Entering Unmasked Estep 
Score: -16488367.000000 Penalty: 3829.119385
	Iteration 35Q: 3 clusters Score -1.648837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 129146 members 
Entering Unmasked Estep 
Score: -16488357.000000 Penalty: 3829.119385
	Iteration 36Q: 3 clusters Score -1.648836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 129152 members 
Entering Unmasked Estep 
Score: -16488358.000000 Penalty: 3829.119385
	Iteration 37Q: 3 clusters Score -1.648836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 129154 members 
Entering Unmasked Estep 
Score: -16488349.000000 Penalty: 3829.119385
	Iteration 38Q: 3 clusters Score -1.648835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -16488346.000000 Penalty: 3829.119385
	Iteration 39Q: 3 clusters Score -1.648835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -16488350.000000 Penalty: 3829.119385
	Iteration 40F: 3 clusters Score -1.648835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -16488354.000000 Penalty: 3829.119385
	Iteration 41Q: 3 clusters Score -1.648835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -16488349.000000 Penalty: 3829.119385
	Iteration 42Q: 3 clusters Score -1.648835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -16488349.000000 Penalty: 3829.119385
	Iteration 43F: 3 clusters Score -1.648835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (126968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Entering Unmasked Estep 
Score: -15972406.000000 Penalty: 1909.649658
	Iteration 0F: 2 clusters Score -1.597241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -15894129.000000 Penalty: 3819.299316
	Iteration 0F: 3 clusters Score -1.589413e+07 nChanged 61158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -15931035.000000 Penalty: 3819.299316
	Iteration 1F: 3 clusters Score -1.593104e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -15932615.000000 Penalty: 3819.299316
	Iteration 2Q: 3 clusters Score -1.593262e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -15934724.000000 Penalty: 3819.299316
	Iteration 3Q: 3 clusters Score -1.593472e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -15937658.000000 Penalty: 3819.299316
	Iteration 4F: 3 clusters Score -1.593766e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -15941045.000000 Penalty: 3819.299316
	Iteration 5F: 3 clusters Score -1.594104e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -15944483.000000 Penalty: 3819.299316
	Iteration 6F: 3 clusters Score -1.594448e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -15947661.000000 Penalty: 3819.299316
	Iteration 7F: 3 clusters Score -1.594766e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -15950289.000000 Penalty: 3819.299316
	Iteration 8F: 3 clusters Score -1.595029e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -15952241.000000 Penalty: 3819.299316
	Iteration 9Q: 3 clusters Score -1.595224e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -15954496.000000 Penalty: 3819.299316
	Iteration 10Q: 3 clusters Score -1.59545e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -15956915.000000 Penalty: 3819.299316
	Iteration 11Q: 3 clusters Score -1.595692e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -15959859.000000 Penalty: 3819.299316
	Iteration 12Q: 3 clusters Score -1.595986e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -15962726.000000 Penalty: 3819.299316
	Iteration 13Q: 3 clusters Score -1.596273e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -15965223.000000 Penalty: 3819.299316
	Iteration 14Q: 3 clusters Score -1.596522e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -15966517.000000 Penalty: 3819.299316
	Iteration 15Q: 3 clusters Score -1.596652e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -15967004.000000 Penalty: 3819.299316
	Iteration 16Q: 3 clusters Score -1.5967e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -15967304.000000 Penalty: 3819.299316
	Iteration 17Q: 3 clusters Score -1.59673e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -15967422.000000 Penalty: 3819.299316
	Iteration 18Q: 3 clusters Score -1.596742e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -15967450.000000 Penalty: 3819.299316
	Iteration 19Q: 3 clusters Score -1.596745e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -15967548.000000 Penalty: 3819.299316
	Iteration 20F: 3 clusters Score -1.596755e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -15967579.000000 Penalty: 3819.299316
	Iteration 21Q: 3 clusters Score -1.596758e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -15967631.000000 Penalty: 3819.299316
	Iteration 22Q: 3 clusters Score -1.596763e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -15967643.000000 Penalty: 3819.299316
	Iteration 23Q: 3 clusters Score -1.596764e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -15967681.000000 Penalty: 3819.299316
	Iteration 24Q: 3 clusters Score -1.596768e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
Score: -15967718.000000 Penalty: 3819.299316
	Iteration 25Q: 3 clusters Score -1.596772e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -15967721.000000 Penalty: 3819.299316
	Iteration 26Q: 3 clusters Score -1.596772e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -15967722.000000 Penalty: 3819.299316
	Iteration 27Q: 3 clusters Score -1.596772e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -15967733.000000 Penalty: 3819.299316
	Iteration 28Q: 3 clusters Score -1.596773e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -15967727.000000 Penalty: 3819.299316
	Iteration 29Q: 3 clusters Score -1.596773e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -15967702.000000 Penalty: 3819.299316
	Iteration 30Q: 3 clusters Score -1.59677e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -15967700.000000 Penalty: 3819.299316
	Iteration 31Q: 3 clusters Score -1.59677e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -15967696.000000 Penalty: 3819.299316
	Iteration 32Q: 3 clusters Score -1.59677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -15967699.000000 Penalty: 3819.299316
	Iteration 33Q: 3 clusters Score -1.59677e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -15967704.000000 Penalty: 3819.299316
	Iteration 34Q: 3 clusters Score -1.59677e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -15967710.000000 Penalty: 3819.299316
	Iteration 35Q: 3 clusters Score -1.596771e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -15967717.000000 Penalty: 3819.299316
	Iteration 36Q: 3 clusters Score -1.596772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -15967726.000000 Penalty: 3819.299316
	Iteration 37Q: 3 clusters Score -1.596773e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -15967733.000000 Penalty: 3819.299316
	Iteration 38Q: 3 clusters Score -1.596773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -15967723.000000 Penalty: 3819.299316
	Iteration 39Q: 3 clusters Score -1.596772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -15967683.000000 Penalty: 3819.299316
	Iteration 40F: 3 clusters Score -1.596768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -15967686.000000 Penalty: 3819.299316
	Iteration 41Q: 3 clusters Score -1.596769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -15967666.000000 Penalty: 3819.299316
	Iteration 42Q: 3 clusters Score -1.596767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -15967668.000000 Penalty: 3819.299316
	Iteration 43Q: 3 clusters Score -1.596767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -15967628.000000 Penalty: 3819.299316
	Iteration 44Q: 3 clusters Score -1.596763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -15967629.000000 Penalty: 3819.299316
	Iteration 45Q: 3 clusters Score -1.596763e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -15967646.000000 Penalty: 3819.299316
	Iteration 46Q: 3 clusters Score -1.596765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -15967630.000000 Penalty: 3819.299316
	Iteration 47Q: 3 clusters Score -1.596763e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -15967630.000000 Penalty: 3819.299316
	Iteration 48Q: 3 clusters Score -1.596763e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -15967644.000000 Penalty: 3819.299316
	Iteration 49Q: 3 clusters Score -1.596764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -15967634.000000 Penalty: 3819.299316
	Iteration 50Q: 3 clusters Score -1.596763e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -15967622.000000 Penalty: 3819.299316
	Iteration 51Q: 3 clusters Score -1.596762e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -15967603.000000 Penalty: 3819.299316
	Iteration 52Q: 3 clusters Score -1.59676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -15967615.000000 Penalty: 3819.299316
	Iteration 53Q: 3 clusters Score -1.596762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -15967599.000000 Penalty: 3819.299316
	Iteration 54Q: 3 clusters Score -1.59676e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -15967573.000000 Penalty: 3819.299316
	Iteration 55Q: 3 clusters Score -1.596757e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -15967567.000000 Penalty: 3819.299316
	Iteration 56Q: 3 clusters Score -1.596757e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -15967565.000000 Penalty: 3819.299316
	Iteration 57Q: 3 clusters Score -1.596756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -15967564.000000 Penalty: 3819.299316
	Iteration 58Q: 3 clusters Score -1.596756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -15967568.000000 Penalty: 3819.299316
	Iteration 59Q: 3 clusters Score -1.596757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -15967560.000000 Penalty: 3819.299316
	Iteration 60F: 3 clusters Score -1.596756e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -15967560.000000 Penalty: 3819.299316
	Iteration 61Q: 3 clusters Score -1.596756e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -15967574.000000 Penalty: 3819.299316
	Iteration 62Q: 3 clusters Score -1.596757e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -15967587.000000 Penalty: 3819.299316
	Iteration 63Q: 3 clusters Score -1.596759e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -15967574.000000 Penalty: 3819.299316
	Iteration 64Q: 3 clusters Score -1.596757e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 89114 members 
Entering Unmasked Estep 
Score: -15967572.000000 Penalty: 3819.299316
	Iteration 65Q: 3 clusters Score -1.596757e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -15967568.000000 Penalty: 3819.299316
	Iteration 66Q: 3 clusters Score -1.596757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -15967568.000000 Penalty: 3819.299316
	Iteration 67Q: 3 clusters Score -1.596757e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -15967545.000000 Penalty: 3819.299316
	Iteration 68Q: 3 clusters Score -1.596754e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -15967586.000000 Penalty: 3819.299316
	Iteration 69Q: 3 clusters Score -1.596759e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -15967563.000000 Penalty: 3819.299316
	Iteration 70Q: 3 clusters Score -1.596756e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -15967569.000000 Penalty: 3819.299316
	Iteration 71Q: 3 clusters Score -1.596757e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -15967536.000000 Penalty: 3819.299316
	Iteration 72Q: 3 clusters Score -1.596754e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -15967550.000000 Penalty: 3819.299316
	Iteration 73Q: 3 clusters Score -1.596755e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -15967507.000000 Penalty: 3819.299316
	Iteration 74Q: 3 clusters Score -1.596751e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -15967482.000000 Penalty: 3819.299316
	Iteration 75Q: 3 clusters Score -1.596748e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -15967489.000000 Penalty: 3819.299316
	Iteration 76Q: 3 clusters Score -1.596749e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 87864 members 
Entering Unmasked Estep 
Score: -15967473.000000 Penalty: 3819.299316
	Iteration 77Q: 3 clusters Score -1.596747e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -15967425.000000 Penalty: 3819.299316
	Iteration 78Q: 3 clusters Score -1.596742e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -15967434.000000 Penalty: 3819.299316
	Iteration 79Q: 3 clusters Score -1.596743e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -15967387.000000 Penalty: 3819.299316
	Iteration 80F: 3 clusters Score -1.596739e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 87016 members 
Entering Unmasked Estep 
Score: -15967366.000000 Penalty: 3819.299316
	Iteration 81Q: 3 clusters Score -1.596737e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -15967381.000000 Penalty: 3819.299316
	Iteration 82Q: 3 clusters Score -1.596738e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -15967352.000000 Penalty: 3819.299316
	Iteration 83Q: 3 clusters Score -1.596735e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -15967363.000000 Penalty: 3819.299316
	Iteration 84Q: 3 clusters Score -1.596736e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -15967372.000000 Penalty: 3819.299316
	Iteration 85Q: 3 clusters Score -1.596737e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -15967352.000000 Penalty: 3819.299316
	Iteration 86Q: 3 clusters Score -1.596735e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -15967347.000000 Penalty: 3819.299316
	Iteration 87Q: 3 clusters Score -1.596735e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -15967281.000000 Penalty: 3819.299316
	Iteration 88Q: 3 clusters Score -1.596728e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -15967256.000000 Penalty: 3819.299316
	Iteration 89Q: 3 clusters Score -1.596726e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -15967293.000000 Penalty: 3819.299316
	Iteration 90Q: 3 clusters Score -1.596729e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -15967299.000000 Penalty: 3819.299316
	Iteration 91Q: 3 clusters Score -1.59673e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -15967316.000000 Penalty: 3819.299316
	Iteration 92Q: 3 clusters Score -1.596732e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -15967287.000000 Penalty: 3819.299316
	Iteration 93Q: 3 clusters Score -1.596729e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -15967283.000000 Penalty: 3819.299316
	Iteration 94Q: 3 clusters Score -1.596728e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -15967283.000000 Penalty: 3819.299316
	Iteration 95Q: 3 clusters Score -1.596728e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -15967202.000000 Penalty: 3819.299316
	Iteration 96Q: 3 clusters Score -1.59672e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -15967187.000000 Penalty: 3819.299316
	Iteration 97Q: 3 clusters Score -1.596719e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -15967187.000000 Penalty: 3819.299316
	Iteration 98Q: 3 clusters Score -1.596719e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -15967178.000000 Penalty: 3819.299316
	Iteration 99Q: 3 clusters Score -1.596718e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -15967160.000000 Penalty: 3819.299316
	Iteration 100F: 3 clusters Score -1.596716e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -15967142.000000 Penalty: 3819.299316
	Iteration 101Q: 3 clusters Score -1.596714e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -15967152.000000 Penalty: 3819.299316
	Iteration 102Q: 3 clusters Score -1.596715e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -15967147.000000 Penalty: 3819.299316
	Iteration 103Q: 3 clusters Score -1.596715e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -15967074.000000 Penalty: 3819.299316
	Iteration 104Q: 3 clusters Score -1.596707e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -15967079.000000 Penalty: 3819.299316
	Iteration 105Q: 3 clusters Score -1.596708e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -15967064.000000 Penalty: 3819.299316
	Iteration 106Q: 3 clusters Score -1.596706e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -15967007.000000 Penalty: 3819.299316
	Iteration 107Q: 3 clusters Score -1.596701e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -15967011.000000 Penalty: 3819.299316
	Iteration 108Q: 3 clusters Score -1.596701e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -15966991.000000 Penalty: 3819.299316
	Iteration 109Q: 3 clusters Score -1.596699e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -15966952.000000 Penalty: 3819.299316
	Iteration 110Q: 3 clusters Score -1.596695e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -15966954.000000 Penalty: 3819.299316
	Iteration 111Q: 3 clusters Score -1.596695e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -15966898.000000 Penalty: 3819.299316
	Iteration 112Q: 3 clusters Score -1.59669e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -15966874.000000 Penalty: 3819.299316
	Iteration 113Q: 3 clusters Score -1.596687e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -15966887.000000 Penalty: 3819.299316
	Iteration 114Q: 3 clusters Score -1.596689e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -15966823.000000 Penalty: 3819.299316
	Iteration 115Q: 3 clusters Score -1.596682e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -15966867.000000 Penalty: 3819.299316
	Iteration 116Q: 3 clusters Score -1.596687e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -15966826.000000 Penalty: 3819.299316
	Iteration 117Q: 3 clusters Score -1.596683e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -15966807.000000 Penalty: 3819.299316
	Iteration 118Q: 3 clusters Score -1.596681e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -15966821.000000 Penalty: 3819.299316
	Iteration 119Q: 3 clusters Score -1.596682e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -15966792.000000 Penalty: 3819.299316
	Iteration 120F: 3 clusters Score -1.596679e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -15966803.000000 Penalty: 3819.299316
	Iteration 121Q: 3 clusters Score -1.59668e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -15966780.000000 Penalty: 3819.299316
	Iteration 122Q: 3 clusters Score -1.596678e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -15966785.000000 Penalty: 3819.299316
	Iteration 123Q: 3 clusters Score -1.596678e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -15966794.000000 Penalty: 3819.299316
	Iteration 124Q: 3 clusters Score -1.596679e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -15966813.000000 Penalty: 3819.299316
	Iteration 125Q: 3 clusters Score -1.596681e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -15966806.000000 Penalty: 3819.299316
	Iteration 126Q: 3 clusters Score -1.596681e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -15966803.000000 Penalty: 3819.299316
	Iteration 127Q: 3 clusters Score -1.59668e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -15966826.000000 Penalty: 3819.299316
	Iteration 128Q: 3 clusters Score -1.596683e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -15966837.000000 Penalty: 3819.299316
	Iteration 129Q: 3 clusters Score -1.596684e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -15966815.000000 Penalty: 3819.299316
	Iteration 130Q: 3 clusters Score -1.596682e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -15966816.000000 Penalty: 3819.299316
	Iteration 131Q: 3 clusters Score -1.596682e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -15966821.000000 Penalty: 3819.299316
	Iteration 132Q: 3 clusters Score -1.596682e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -15966839.000000 Penalty: 3819.299316
	Iteration 133Q: 3 clusters Score -1.596684e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -15966843.000000 Penalty: 3819.299316
	Iteration 134Q: 3 clusters Score -1.596684e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -15966813.000000 Penalty: 3819.299316
	Iteration 135Q: 3 clusters Score -1.596681e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -15966786.000000 Penalty: 3819.299316
	Iteration 136Q: 3 clusters Score -1.596679e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -15966796.000000 Penalty: 3819.299316
	Iteration 137Q: 3 clusters Score -1.59668e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -15966806.000000 Penalty: 3819.299316
	Iteration 138Q: 3 clusters Score -1.596681e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -15966769.000000 Penalty: 3819.299316
	Iteration 139Q: 3 clusters Score -1.596677e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -15966808.000000 Penalty: 3819.299316
	Iteration 140F: 3 clusters Score -1.596681e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -15966850.000000 Penalty: 3819.299316
	Iteration 141Q: 3 clusters Score -1.596685e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -15966797.000000 Penalty: 3819.299316
	Iteration 142Q: 3 clusters Score -1.59668e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -15966852.000000 Penalty: 3819.299316
	Iteration 143Q: 3 clusters Score -1.596685e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -15966819.000000 Penalty: 3819.299316
	Iteration 144Q: 3 clusters Score -1.596682e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -15966786.000000 Penalty: 3819.299316
	Iteration 145Q: 3 clusters Score -1.596679e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -15966789.000000 Penalty: 3819.299316
	Iteration 146Q: 3 clusters Score -1.596679e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -15966811.000000 Penalty: 3819.299316
	Iteration 147Q: 3 clusters Score -1.596681e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -15966784.000000 Penalty: 3819.299316
	Iteration 148Q: 3 clusters Score -1.596678e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -15966796.000000 Penalty: 3819.299316
	Iteration 149Q: 3 clusters Score -1.59668e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -15966838.000000 Penalty: 3819.299316
	Iteration 150Q: 3 clusters Score -1.596684e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -15966839.000000 Penalty: 3819.299316
	Iteration 151Q: 3 clusters Score -1.596684e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -15966907.000000 Penalty: 3819.299316
	Iteration 152Q: 3 clusters Score -1.596691e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -15966942.000000 Penalty: 3819.299316
	Iteration 153Q: 3 clusters Score -1.596694e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -15966944.000000 Penalty: 3819.299316
	Iteration 154Q: 3 clusters Score -1.596694e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -15966966.000000 Penalty: 3819.299316
	Iteration 155Q: 3 clusters Score -1.596697e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -15966989.000000 Penalty: 3819.299316
	Iteration 156Q: 3 clusters Score -1.596699e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -15967019.000000 Penalty: 3819.299316
	Iteration 157Q: 3 clusters Score -1.596702e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -15967029.000000 Penalty: 3819.299316
	Iteration 158Q: 3 clusters Score -1.596703e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -15967017.000000 Penalty: 3819.299316
	Iteration 159Q: 3 clusters Score -1.596702e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -15967017.000000 Penalty: 3819.299316
	Iteration 160F: 3 clusters Score -1.596702e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -15967013.000000 Penalty: 3819.299316
	Iteration 161Q: 3 clusters Score -1.596701e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -15966969.000000 Penalty: 3819.299316
	Iteration 162Q: 3 clusters Score -1.596697e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -15966941.000000 Penalty: 3819.299316
	Iteration 163Q: 3 clusters Score -1.596694e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -15966965.000000 Penalty: 3819.299316
	Iteration 164Q: 3 clusters Score -1.596696e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -15966955.000000 Penalty: 3819.299316
	Iteration 165Q: 3 clusters Score -1.596696e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -15966901.000000 Penalty: 3819.299316
	Iteration 166Q: 3 clusters Score -1.59669e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -15966924.000000 Penalty: 3819.299316
	Iteration 167Q: 3 clusters Score -1.596692e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -15966907.000000 Penalty: 3819.299316
	Iteration 168Q: 3 clusters Score -1.596691e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -15966882.000000 Penalty: 3819.299316
	Iteration 169Q: 3 clusters Score -1.596688e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -15966886.000000 Penalty: 3819.299316
	Iteration 170Q: 3 clusters Score -1.596689e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -15966834.000000 Penalty: 3819.299316
	Iteration 171Q: 3 clusters Score -1.596683e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -15966865.000000 Penalty: 3819.299316
	Iteration 172Q: 3 clusters Score -1.596686e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -15966921.000000 Penalty: 3819.299316
	Iteration 173Q: 3 clusters Score -1.596692e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -15966917.000000 Penalty: 3819.299316
	Iteration 174Q: 3 clusters Score -1.596692e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -15966919.000000 Penalty: 3819.299316
	Iteration 175Q: 3 clusters Score -1.596692e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -15966946.000000 Penalty: 3819.299316
	Iteration 176Q: 3 clusters Score -1.596695e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -15966943.000000 Penalty: 3819.299316
	Iteration 177Q: 3 clusters Score -1.596694e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -15966938.000000 Penalty: 3819.299316
	Iteration 178Q: 3 clusters Score -1.596694e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -15966972.000000 Penalty: 3819.299316
	Iteration 179Q: 3 clusters Score -1.596697e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -15967007.000000 Penalty: 3819.299316
	Iteration 180F: 3 clusters Score -1.596701e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -15967013.000000 Penalty: 3819.299316
	Iteration 181Q: 3 clusters Score -1.596701e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -15967000.000000 Penalty: 3819.299316
	Iteration 182Q: 3 clusters Score -1.5967e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -15966990.000000 Penalty: 3819.299316
	Iteration 183Q: 3 clusters Score -1.596699e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -15967003.000000 Penalty: 3819.299316
	Iteration 184Q: 3 clusters Score -1.5967e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -15967050.000000 Penalty: 3819.299316
	Iteration 185Q: 3 clusters Score -1.596705e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -15967061.000000 Penalty: 3819.299316
	Iteration 186Q: 3 clusters Score -1.596706e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -15967056.000000 Penalty: 3819.299316
	Iteration 187Q: 3 clusters Score -1.596706e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -15967052.000000 Penalty: 3819.299316
	Iteration 188Q: 3 clusters Score -1.596705e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -15967053.000000 Penalty: 3819.299316
	Iteration 189Q: 3 clusters Score -1.596705e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -15967095.000000 Penalty: 3819.299316
	Iteration 190Q: 3 clusters Score -1.59671e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -15967125.000000 Penalty: 3819.299316
	Iteration 191Q: 3 clusters Score -1.596712e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -15967165.000000 Penalty: 3819.299316
	Iteration 192Q: 3 clusters Score -1.596716e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -15967179.000000 Penalty: 3819.299316
	Iteration 193Q: 3 clusters Score -1.596718e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -15967159.000000 Penalty: 3819.299316
	Iteration 194Q: 3 clusters Score -1.596716e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -15967137.000000 Penalty: 3819.299316
	Iteration 195Q: 3 clusters Score -1.596714e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -15967200.000000 Penalty: 3819.299316
	Iteration 196Q: 3 clusters Score -1.59672e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -15967189.000000 Penalty: 3819.299316
	Iteration 197Q: 3 clusters Score -1.596719e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -15967219.000000 Penalty: 3819.299316
	Iteration 198Q: 3 clusters Score -1.596722e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -15967263.000000 Penalty: 3819.299316
	Iteration 199Q: 3 clusters Score -1.596726e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -15967272.000000 Penalty: 3819.299316
	Iteration 200F: 3 clusters Score -1.596727e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -15967299.000000 Penalty: 3819.299316
	Iteration 201Q: 3 clusters Score -1.59673e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -15967286.000000 Penalty: 3819.299316
	Iteration 202Q: 3 clusters Score -1.596729e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -15967354.000000 Penalty: 3819.299316
	Iteration 203Q: 3 clusters Score -1.596735e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -15967303.000000 Penalty: 3819.299316
	Iteration 204Q: 3 clusters Score -1.59673e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -15967274.000000 Penalty: 3819.299316
	Iteration 205Q: 3 clusters Score -1.596727e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -15967290.000000 Penalty: 3819.299316
	Iteration 206Q: 3 clusters Score -1.596729e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -15967360.000000 Penalty: 3819.299316
	Iteration 207Q: 3 clusters Score -1.596736e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -15967403.000000 Penalty: 3819.299316
	Iteration 208Q: 3 clusters Score -1.59674e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -15967467.000000 Penalty: 3819.299316
	Iteration 209Q: 3 clusters Score -1.596747e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -15967538.000000 Penalty: 3819.299316
	Iteration 210Q: 3 clusters Score -1.596754e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -15967605.000000 Penalty: 3819.299316
	Iteration 211Q: 3 clusters Score -1.59676e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -15967709.000000 Penalty: 3819.299316
	Iteration 212Q: 3 clusters Score -1.596771e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -15967817.000000 Penalty: 3819.299316
	Iteration 213Q: 3 clusters Score -1.596782e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -15967916.000000 Penalty: 3819.299316
	Iteration 214Q: 3 clusters Score -1.596792e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -15967986.000000 Penalty: 3819.299316
	Iteration 215Q: 3 clusters Score -1.596799e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -15968056.000000 Penalty: 3819.299316
	Iteration 216Q: 3 clusters Score -1.596806e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -15968204.000000 Penalty: 3819.299316
	Iteration 217Q: 3 clusters Score -1.59682e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -15968279.000000 Penalty: 3819.299316
	Iteration 218Q: 3 clusters Score -1.596828e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -15968469.000000 Penalty: 3819.299316
	Iteration 219Q: 3 clusters Score -1.596847e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -15968652.000000 Penalty: 3819.299316
	Iteration 220F: 3 clusters Score -1.596865e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -15968894.000000 Penalty: 3819.299316
	Iteration 221Q: 3 clusters Score -1.596889e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -15969143.000000 Penalty: 3819.299316
	Iteration 222Q: 3 clusters Score -1.596914e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -15969397.000000 Penalty: 3819.299316
	Iteration 223Q: 3 clusters Score -1.59694e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -15969697.000000 Penalty: 3819.299316
	Iteration 224Q: 3 clusters Score -1.59697e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -15969991.000000 Penalty: 3819.299316
	Iteration 225Q: 3 clusters Score -1.596999e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -15970257.000000 Penalty: 3819.299316
	Iteration 226Q: 3 clusters Score -1.597026e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -15970422.000000 Penalty: 3819.299316
	Iteration 227Q: 3 clusters Score -1.597042e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -15970664.000000 Penalty: 3819.299316
	Iteration 228Q: 3 clusters Score -1.597066e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -15970852.000000 Penalty: 3819.299316
	Iteration 229Q: 3 clusters Score -1.597085e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -15971039.000000 Penalty: 3819.299316
	Iteration 230Q: 3 clusters Score -1.597104e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -15971182.000000 Penalty: 3819.299316
	Iteration 231Q: 3 clusters Score -1.597118e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -15971427.000000 Penalty: 3819.299316
	Iteration 232Q: 3 clusters Score -1.597143e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -15971582.000000 Penalty: 3819.299316
	Iteration 233Q: 3 clusters Score -1.597158e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112323 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -15971772.000000 Penalty: 3819.299316
	Iteration 234Q: 3 clusters Score -1.597177e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -15971923.000000 Penalty: 3819.299316
	Iteration 235Q: 3 clusters Score -1.597192e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -15972000.000000 Penalty: 3819.299316
	Iteration 236Q: 3 clusters Score -1.5972e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -15972035.000000 Penalty: 3819.299316
	Iteration 237Q: 3 clusters Score -1.597204e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -15972074.000000 Penalty: 3819.299316
	Iteration 238Q: 3 clusters Score -1.597207e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -15972150.000000 Penalty: 3819.299316
	Iteration 239Q: 3 clusters Score -1.597215e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -15972220.000000 Penalty: 3819.299316
	Iteration 240F: 3 clusters Score -1.597222e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116725 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -15972268.000000 Penalty: 3819.299316
	Iteration 241Q: 3 clusters Score -1.597227e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117128 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -15972221.000000 Penalty: 3819.299316
	Iteration 242Q: 3 clusters Score -1.597222e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -15972309.000000 Penalty: 3819.299316
	Iteration 243Q: 3 clusters Score -1.597231e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -15972337.000000 Penalty: 3819.299316
	Iteration 244Q: 3 clusters Score -1.597234e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -15972385.000000 Penalty: 3819.299316
	Iteration 245Q: 3 clusters Score -1.597238e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -15972430.000000 Penalty: 3819.299316
	Iteration 246Q: 3 clusters Score -1.597243e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -15972472.000000 Penalty: 3819.299316
	Iteration 247Q: 3 clusters Score -1.597247e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -15972526.000000 Penalty: 3819.299316
	Iteration 248Q: 3 clusters Score -1.597253e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -15972556.000000 Penalty: 3819.299316
	Iteration 249Q: 3 clusters Score -1.597256e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119589 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -15972606.000000 Penalty: 3819.299316
	Iteration 250Q: 3 clusters Score -1.597261e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119799 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -15972619.000000 Penalty: 3819.299316
	Iteration 251Q: 3 clusters Score -1.597262e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119993 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -15972644.000000 Penalty: 3819.299316
	Iteration 252Q: 3 clusters Score -1.597264e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -15972615.000000 Penalty: 3819.299316
	Iteration 253Q: 3 clusters Score -1.597262e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -15972606.000000 Penalty: 3819.299316
	Iteration 254Q: 3 clusters Score -1.597261e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -15972602.000000 Penalty: 3819.299316
	Iteration 255Q: 3 clusters Score -1.59726e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120557 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -15972582.000000 Penalty: 3819.299316
	Iteration 256Q: 3 clusters Score -1.597258e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -15972600.000000 Penalty: 3819.299316
	Iteration 257Q: 3 clusters Score -1.59726e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120712 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -15972606.000000 Penalty: 3819.299316
	Iteration 258Q: 3 clusters Score -1.597261e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -15972621.000000 Penalty: 3819.299316
	Iteration 259Q: 3 clusters Score -1.597262e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120833 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -15972643.000000 Penalty: 3819.299316
	Iteration 260F: 3 clusters Score -1.597264e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120881 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -15972633.000000 Penalty: 3819.299316
	Iteration 261Q: 3 clusters Score -1.597263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -15972631.000000 Penalty: 3819.299316
	Iteration 262Q: 3 clusters Score -1.597263e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -15972629.000000 Penalty: 3819.299316
	Iteration 263Q: 3 clusters Score -1.597263e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121011 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -15972617.000000 Penalty: 3819.299316
	Iteration 264Q: 3 clusters Score -1.597262e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121046 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -15972611.000000 Penalty: 3819.299316
	Iteration 265Q: 3 clusters Score -1.597261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121085 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -15972599.000000 Penalty: 3819.299316
	Iteration 266Q: 3 clusters Score -1.59726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121135 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -15972593.000000 Penalty: 3819.299316
	Iteration 267Q: 3 clusters Score -1.597259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -15972596.000000 Penalty: 3819.299316
	Iteration 268Q: 3 clusters Score -1.59726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121197 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -15972593.000000 Penalty: 3819.299316
	Iteration 269Q: 3 clusters Score -1.597259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121233 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -15972585.000000 Penalty: 3819.299316
	Iteration 270Q: 3 clusters Score -1.597258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -15972585.000000 Penalty: 3819.299316
	Iteration 271Q: 3 clusters Score -1.597258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -15972601.000000 Penalty: 3819.299316
	Iteration 272Q: 3 clusters Score -1.59726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -15972575.000000 Penalty: 3819.299316
	Iteration 273Q: 3 clusters Score -1.597258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -15972572.000000 Penalty: 3819.299316
	Iteration 274Q: 3 clusters Score -1.597257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -15972586.000000 Penalty: 3819.299316
	Iteration 275Q: 3 clusters Score -1.597259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -15972599.000000 Penalty: 3819.299316
	Iteration 276Q: 3 clusters Score -1.59726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121398 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -15972605.000000 Penalty: 3819.299316
	Iteration 277Q: 3 clusters Score -1.59726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -15972601.000000 Penalty: 3819.299316
	Iteration 278Q: 3 clusters Score -1.59726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121436 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -15972605.000000 Penalty: 3819.299316
	Iteration 279Q: 3 clusters Score -1.59726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -15972603.000000 Penalty: 3819.299316
	Iteration 280F: 3 clusters Score -1.59726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -15972615.000000 Penalty: 3819.299316
	Iteration 281Q: 3 clusters Score -1.597262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121506 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -15972610.000000 Penalty: 3819.299316
	Iteration 282Q: 3 clusters Score -1.597261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121530 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -15972627.000000 Penalty: 3819.299316
	Iteration 283Q: 3 clusters Score -1.597263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121547 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -15972629.000000 Penalty: 3819.299316
	Iteration 284Q: 3 clusters Score -1.597263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -15972630.000000 Penalty: 3819.299316
	Iteration 285Q: 3 clusters Score -1.597263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -15972634.000000 Penalty: 3819.299316
	Iteration 286Q: 3 clusters Score -1.597263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121580 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -15972618.000000 Penalty: 3819.299316
	Iteration 287Q: 3 clusters Score -1.597262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121593 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -15972614.000000 Penalty: 3819.299316
	Iteration 288Q: 3 clusters Score -1.597261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121603 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -15972617.000000 Penalty: 3819.299316
	Iteration 289Q: 3 clusters Score -1.597262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -15972612.000000 Penalty: 3819.299316
	Iteration 290Q: 3 clusters Score -1.597261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121618 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -15972605.000000 Penalty: 3819.299316
	Iteration 291Q: 3 clusters Score -1.59726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -15972592.000000 Penalty: 3819.299316
	Iteration 292Q: 3 clusters Score -1.597259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121639 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -15972587.000000 Penalty: 3819.299316
	Iteration 293Q: 3 clusters Score -1.597259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121650 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -15972581.000000 Penalty: 3819.299316
	Iteration 294Q: 3 clusters Score -1.597258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -15972587.000000 Penalty: 3819.299316
	Iteration 295Q: 3 clusters Score -1.597259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121660 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -15972571.000000 Penalty: 3819.299316
	Iteration 296Q: 3 clusters Score -1.597257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -15972568.000000 Penalty: 3819.299316
	Iteration 297Q: 3 clusters Score -1.597257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -15972584.000000 Penalty: 3819.299316
	Iteration 298Q: 3 clusters Score -1.597258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121698 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -15972582.000000 Penalty: 3819.299316
	Iteration 299Q: 3 clusters Score -1.597258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -15972570.000000 Penalty: 3819.299316
	Iteration 300F: 3 clusters Score -1.597257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -15972558.000000 Penalty: 3819.299316
	Iteration 301Q: 3 clusters Score -1.597256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121729 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -15972569.000000 Penalty: 3819.299316
	Iteration 302Q: 3 clusters Score -1.597257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121732 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -15972568.000000 Penalty: 3819.299316
	Iteration 303Q: 3 clusters Score -1.597257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -15972565.000000 Penalty: 3819.299316
	Iteration 304Q: 3 clusters Score -1.597256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -15972562.000000 Penalty: 3819.299316
	Iteration 305Q: 3 clusters Score -1.597256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121743 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -15972564.000000 Penalty: 3819.299316
	Iteration 306Q: 3 clusters Score -1.597256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121744 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -15972564.000000 Penalty: 3819.299316
	Iteration 307Q: 3 clusters Score -1.597256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121745 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -15972566.000000 Penalty: 3819.299316
	Iteration 308Q: 3 clusters Score -1.597257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121746 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -15972559.000000 Penalty: 3819.299316
	Iteration 309Q: 3 clusters Score -1.597256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -15972565.000000 Penalty: 3819.299316
	Iteration 310Q: 3 clusters Score -1.597256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -15972559.000000 Penalty: 3819.299316
	Iteration 311Q: 3 clusters Score -1.597256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121748 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -15972566.000000 Penalty: 3819.299316
	Iteration 312Q: 3 clusters Score -1.597257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121748 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -15972566.000000 Penalty: 3819.299316
	Iteration 313F: 3 clusters Score -1.597257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 121748 members 
Mstep: Class 3 contains 161706 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 20363 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 152038 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Entering Unmasked Estep 
Score: -141577792.000000 Penalty: 52179.304688
Splitting cluster 2 changes total score from -141578736.000000 to -141577792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (161706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Entering Unmasked Estep 
Score: -20368522.000000 Penalty: 1948.949463
	Iteration 0F: 2 clusters Score -2.036852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -20291646.000000 Penalty: 3897.898926
	Iteration 0F: 3 clusters Score -2.029165e+07 nChanged 77897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -20337450.000000 Penalty: 3897.898926
	Iteration 1F: 3 clusters Score -2.033745e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -20339116.000000 Penalty: 3897.898926
	Iteration 2Q: 3 clusters Score -2.033912e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -20341614.000000 Penalty: 3897.898926
	Iteration 3Q: 3 clusters Score -2.034161e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -20345490.000000 Penalty: 3897.898926
	Iteration 4F: 3 clusters Score -2.034549e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -20351604.000000 Penalty: 3897.898926
	Iteration 5F: 3 clusters Score -2.03516e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -20359666.000000 Penalty: 3897.898926
	Iteration 6F: 3 clusters Score -2.035967e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -20368082.000000 Penalty: 3897.898926
	Iteration 7F: 3 clusters Score -2.036808e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -20374698.000000 Penalty: 3897.898926
	Iteration 8F: 3 clusters Score -2.03747e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -20378330.000000 Penalty: 3897.898926
	Iteration 9F: 3 clusters Score -2.037833e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -20380008.000000 Penalty: 3897.898926
	Iteration 10Q: 3 clusters Score -2.038001e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -20380670.000000 Penalty: 3897.898926
	Iteration 11Q: 3 clusters Score -2.038067e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -20381174.000000 Penalty: 3897.898926
	Iteration 12Q: 3 clusters Score -2.038117e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -20381612.000000 Penalty: 3897.898926
	Iteration 13Q: 3 clusters Score -2.038161e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -20381990.000000 Penalty: 3897.898926
	Iteration 14Q: 3 clusters Score -2.038199e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -20382180.000000 Penalty: 3897.898926
	Iteration 15Q: 3 clusters Score -2.038218e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -20382350.000000 Penalty: 3897.898926
	Iteration 16Q: 3 clusters Score -2.038235e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -20382436.000000 Penalty: 3897.898926
	Iteration 17Q: 3 clusters Score -2.038244e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -20382628.000000 Penalty: 3897.898926
	Iteration 18Q: 3 clusters Score -2.038263e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -20382732.000000 Penalty: 3897.898926
	Iteration 19Q: 3 clusters Score -2.038273e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -20382856.000000 Penalty: 3897.898926
	Iteration 20F: 3 clusters Score -2.038286e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -20382902.000000 Penalty: 3897.898926
	Iteration 21Q: 3 clusters Score -2.03829e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 102892 members 
Entering Unmasked Estep 
Score: -20382928.000000 Penalty: 3897.898926
	Iteration 22Q: 3 clusters Score -2.038293e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -20382938.000000 Penalty: 3897.898926
	Iteration 23Q: 3 clusters Score -2.038294e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -20382968.000000 Penalty: 3897.898926
	Iteration 24Q: 3 clusters Score -2.038297e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -20382994.000000 Penalty: 3897.898926
	Iteration 25Q: 3 clusters Score -2.038299e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -20383022.000000 Penalty: 3897.898926
	Iteration 26Q: 3 clusters Score -2.038302e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -20383044.000000 Penalty: 3897.898926
	Iteration 27Q: 3 clusters Score -2.038304e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 104489 members 
Entering Unmasked Estep 
Score: -20383006.000000 Penalty: 3897.898926
	Iteration 28Q: 3 clusters Score -2.038301e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -20383030.000000 Penalty: 3897.898926
	Iteration 29Q: 3 clusters Score -2.038303e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -20383046.000000 Penalty: 3897.898926
	Iteration 30Q: 3 clusters Score -2.038305e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 105043 members 
Entering Unmasked Estep 
Score: -20383058.000000 Penalty: 3897.898926
	Iteration 31Q: 3 clusters Score -2.038306e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -20383102.000000 Penalty: 3897.898926
	Iteration 32Q: 3 clusters Score -2.03831e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -20383134.000000 Penalty: 3897.898926
	Iteration 33Q: 3 clusters Score -2.038313e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -20383202.000000 Penalty: 3897.898926
	Iteration 34Q: 3 clusters Score -2.03832e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -20383260.000000 Penalty: 3897.898926
	Iteration 35Q: 3 clusters Score -2.038326e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -20383314.000000 Penalty: 3897.898926
	Iteration 36Q: 3 clusters Score -2.038331e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -20383338.000000 Penalty: 3897.898926
	Iteration 37Q: 3 clusters Score -2.038334e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -20383334.000000 Penalty: 3897.898926
	Iteration 38Q: 3 clusters Score -2.038333e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -20383336.000000 Penalty: 3897.898926
	Iteration 39Q: 3 clusters Score -2.038334e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -20383314.000000 Penalty: 3897.898926
	Iteration 40F: 3 clusters Score -2.038331e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -20383292.000000 Penalty: 3897.898926
	Iteration 41Q: 3 clusters Score -2.038329e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -20383286.000000 Penalty: 3897.898926
	Iteration 42Q: 3 clusters Score -2.038329e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -20383300.000000 Penalty: 3897.898926
	Iteration 43Q: 3 clusters Score -2.03833e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -20383294.000000 Penalty: 3897.898926
	Iteration 44Q: 3 clusters Score -2.038329e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -20383276.000000 Penalty: 3897.898926
	Iteration 45Q: 3 clusters Score -2.038328e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -20383284.000000 Penalty: 3897.898926
	Iteration 46Q: 3 clusters Score -2.038328e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -20383330.000000 Penalty: 3897.898926
	Iteration 47Q: 3 clusters Score -2.038333e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -20383284.000000 Penalty: 3897.898926
	Iteration 48Q: 3 clusters Score -2.038328e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -20383266.000000 Penalty: 3897.898926
	Iteration 49Q: 3 clusters Score -2.038327e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -20383268.000000 Penalty: 3897.898926
	Iteration 50Q: 3 clusters Score -2.038327e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -20383248.000000 Penalty: 3897.898926
	Iteration 51Q: 3 clusters Score -2.038325e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -20383248.000000 Penalty: 3897.898926
	Iteration 52Q: 3 clusters Score -2.038325e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -20383270.000000 Penalty: 3897.898926
	Iteration 53Q: 3 clusters Score -2.038327e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -20383298.000000 Penalty: 3897.898926
	Iteration 54Q: 3 clusters Score -2.03833e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -20383296.000000 Penalty: 3897.898926
	Iteration 55Q: 3 clusters Score -2.03833e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -20383310.000000 Penalty: 3897.898926
	Iteration 56Q: 3 clusters Score -2.038331e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 107132 members 
Entering Unmasked Estep 
Score: -20383286.000000 Penalty: 3897.898926
	Iteration 57Q: 3 clusters Score -2.038329e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 107181 members 
Entering Unmasked Estep 
Score: -20383298.000000 Penalty: 3897.898926
	Iteration 58Q: 3 clusters Score -2.03833e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
Score: -20383306.000000 Penalty: 3897.898926
	Iteration 59Q: 3 clusters Score -2.038331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -20383312.000000 Penalty: 3897.898926
	Iteration 60F: 3 clusters Score -2.038331e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 107322 members 
Entering Unmasked Estep 
Score: -20383310.000000 Penalty: 3897.898926
	Iteration 61Q: 3 clusters Score -2.038331e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 107367 members 
Entering Unmasked Estep 
Score: -20383308.000000 Penalty: 3897.898926
	Iteration 62Q: 3 clusters Score -2.038331e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 107407 members 
Entering Unmasked Estep 
Score: -20383294.000000 Penalty: 3897.898926
	Iteration 63Q: 3 clusters Score -2.038329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -20383312.000000 Penalty: 3897.898926
	Iteration 64Q: 3 clusters Score -2.038331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -20383304.000000 Penalty: 3897.898926
	Iteration 65Q: 3 clusters Score -2.03833e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -20383318.000000 Penalty: 3897.898926
	Iteration 66Q: 3 clusters Score -2.038332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -20383306.000000 Penalty: 3897.898926
	Iteration 67Q: 3 clusters Score -2.038331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 107514 members 
Entering Unmasked Estep 
Score: -20383300.000000 Penalty: 3897.898926
	Iteration 68Q: 3 clusters Score -2.03833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 107515 members 
Entering Unmasked Estep 
Score: -20383296.000000 Penalty: 3897.898926
	Iteration 69Q: 3 clusters Score -2.03833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -20383306.000000 Penalty: 3897.898926
	Iteration 70Q: 3 clusters Score -2.038331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -20383294.000000 Penalty: 3897.898926
	Iteration 71Q: 3 clusters Score -2.038329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -20383308.000000 Penalty: 3897.898926
	Iteration 72Q: 3 clusters Score -2.038331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 107580 members 
Entering Unmasked Estep 
Score: -20383298.000000 Penalty: 3897.898926
	Iteration 73Q: 3 clusters Score -2.03833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -20383306.000000 Penalty: 3897.898926
	Iteration 74Q: 3 clusters Score -2.038331e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -20383290.000000 Penalty: 3897.898926
	Iteration 75Q: 3 clusters Score -2.038329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -20383298.000000 Penalty: 3897.898926
	Iteration 76Q: 3 clusters Score -2.03833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -20383288.000000 Penalty: 3897.898926
	Iteration 77Q: 3 clusters Score -2.038329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -20383266.000000 Penalty: 3897.898926
	Iteration 78Q: 3 clusters Score -2.038327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -20383270.000000 Penalty: 3897.898926
	Iteration 79Q: 3 clusters Score -2.038327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -20383272.000000 Penalty: 3897.898926
	Iteration 80F: 3 clusters Score -2.038327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -20383282.000000 Penalty: 3897.898926
	Iteration 81Q: 3 clusters Score -2.038328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -20383272.000000 Penalty: 3897.898926
	Iteration 82Q: 3 clusters Score -2.038327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -20383256.000000 Penalty: 3897.898926
	Iteration 83Q: 3 clusters Score -2.038326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -20383236.000000 Penalty: 3897.898926
	Iteration 84Q: 3 clusters Score -2.038324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -20383224.000000 Penalty: 3897.898926
	Iteration 85Q: 3 clusters Score -2.038322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 107786 members 
Entering Unmasked Estep 
Score: -20383230.000000 Penalty: 3897.898926
	Iteration 86Q: 3 clusters Score -2.038323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -20383240.000000 Penalty: 3897.898926
	Iteration 87Q: 3 clusters Score -2.038324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 107798 members 
Entering Unmasked Estep 
Score: -20383240.000000 Penalty: 3897.898926
	Iteration 88Q: 3 clusters Score -2.038324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -20383248.000000 Penalty: 3897.898926
	Iteration 89Q: 3 clusters Score -2.038325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -20383234.000000 Penalty: 3897.898926
	Iteration 90Q: 3 clusters Score -2.038323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -20383220.000000 Penalty: 3897.898926
	Iteration 91Q: 3 clusters Score -2.038322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -20383206.000000 Penalty: 3897.898926
	Iteration 92Q: 3 clusters Score -2.038321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -20383206.000000 Penalty: 3897.898926
	Iteration 93Q: 3 clusters Score -2.038321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -20383208.000000 Penalty: 3897.898926
	Iteration 94Q: 3 clusters Score -2.038321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -20383218.000000 Penalty: 3897.898926
	Iteration 95Q: 3 clusters Score -2.038322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -20383226.000000 Penalty: 3897.898926
	Iteration 96Q: 3 clusters Score -2.038323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -20383228.000000 Penalty: 3897.898926
	Iteration 97Q: 3 clusters Score -2.038323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -20383242.000000 Penalty: 3897.898926
	Iteration 98Q: 3 clusters Score -2.038324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -20383252.000000 Penalty: 3897.898926
	Iteration 99Q: 3 clusters Score -2.038325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 107819 members 
Entering Unmasked Estep 
Score: -20383236.000000 Penalty: 3897.898926
	Iteration 100F: 3 clusters Score -2.038324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -20383230.000000 Penalty: 3897.898926
	Iteration 101Q: 3 clusters Score -2.038323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -20383224.000000 Penalty: 3897.898926
	Iteration 102Q: 3 clusters Score -2.038322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -20383246.000000 Penalty: 3897.898926
	Iteration 103Q: 3 clusters Score -2.038325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -20383254.000000 Penalty: 3897.898926
	Iteration 104Q: 3 clusters Score -2.038325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -20383230.000000 Penalty: 3897.898926
	Iteration 105Q: 3 clusters Score -2.038323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -20383224.000000 Penalty: 3897.898926
	Iteration 106Q: 3 clusters Score -2.038322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -20383234.000000 Penalty: 3897.898926
	Iteration 107Q: 3 clusters Score -2.038323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 107832 members 
Entering Unmasked Estep 
Score: -20383254.000000 Penalty: 3897.898926
	Iteration 108Q: 3 clusters Score -2.038325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -20383234.000000 Penalty: 3897.898926
	Iteration 109Q: 3 clusters Score -2.038323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -20383244.000000 Penalty: 3897.898926
	Iteration 110Q: 3 clusters Score -2.038324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 107853 members 
Entering Unmasked Estep 
Score: -20383240.000000 Penalty: 3897.898926
	Iteration 111Q: 3 clusters Score -2.038324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 107861 members 
Entering Unmasked Estep 
Score: -20383226.000000 Penalty: 3897.898926
	Iteration 112Q: 3 clusters Score -2.038323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -20383232.000000 Penalty: 3897.898926
	Iteration 113Q: 3 clusters Score -2.038323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -20383226.000000 Penalty: 3897.898926
	Iteration 114Q: 3 clusters Score -2.038323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -20383214.000000 Penalty: 3897.898926
	Iteration 115Q: 3 clusters Score -2.038321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -20383210.000000 Penalty: 3897.898926
	Iteration 116Q: 3 clusters Score -2.038321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -20383234.000000 Penalty: 3897.898926
	Iteration 117Q: 3 clusters Score -2.038323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -20383224.000000 Penalty: 3897.898926
	Iteration 118Q: 3 clusters Score -2.038322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -20383206.000000 Penalty: 3897.898926
	Iteration 119Q: 3 clusters Score -2.038321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -20383196.000000 Penalty: 3897.898926
	Iteration 120F: 3 clusters Score -2.03832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -20383196.000000 Penalty: 3897.898926
	Iteration 121Q: 3 clusters Score -2.03832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -20383204.000000 Penalty: 3897.898926
	Iteration 122Q: 3 clusters Score -2.03832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
Score: -20383210.000000 Penalty: 3897.898926
	Iteration 123Q: 3 clusters Score -2.038321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 107893 members 
Entering Unmasked Estep 
Score: -20383212.000000 Penalty: 3897.898926
	Iteration 124Q: 3 clusters Score -2.038321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -20383214.000000 Penalty: 3897.898926
	Iteration 125Q: 3 clusters Score -2.038321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -20383214.000000 Penalty: 3897.898926
	Iteration 126Q: 3 clusters Score -2.038321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -20383220.000000 Penalty: 3897.898926
	Iteration 127Q: 3 clusters Score -2.038322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -20383216.000000 Penalty: 3897.898926
	Iteration 128Q: 3 clusters Score -2.038322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -20383218.000000 Penalty: 3897.898926
	Iteration 129Q: 3 clusters Score -2.038322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 107924 members 
Entering Unmasked Estep 
Score: -20383198.000000 Penalty: 3897.898926
	Iteration 130Q: 3 clusters Score -2.03832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -20383216.000000 Penalty: 3897.898926
	Iteration 131Q: 3 clusters Score -2.038322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -20383218.000000 Penalty: 3897.898926
	Iteration 132Q: 3 clusters Score -2.038322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -20383220.000000 Penalty: 3897.898926
	Iteration 133Q: 3 clusters Score -2.038322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -20383214.000000 Penalty: 3897.898926
	Iteration 134Q: 3 clusters Score -2.038321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -20383214.000000 Penalty: 3897.898926
	Iteration 135Q: 3 clusters Score -2.038321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -20383194.000000 Penalty: 3897.898926
	Iteration 136Q: 3 clusters Score -2.038319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -20383212.000000 Penalty: 3897.898926
	Iteration 137Q: 3 clusters Score -2.038321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -20383210.000000 Penalty: 3897.898926
	Iteration 138Q: 3 clusters Score -2.038321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -20383210.000000 Penalty: 3897.898926
	Iteration 139F: 3 clusters Score -2.038321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 20363 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 152038 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Entering Unmasked Estep 
Score: -141589984.000000 Penalty: 52179.304688
Splitting cluster 3 changes total score from -141578736.000000 to -141589984.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -450757.250000 Penalty: 1347.376343
	Iteration 0F: 2 clusters Score -450757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -447507.750000 Penalty: 2694.752686
	Iteration 0F: 3 clusters Score -447507.8 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -448619.593750 Penalty: 2694.752686
	Iteration 1F: 3 clusters Score -448619.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -449231.812500 Penalty: 2694.752686
	Iteration 2F: 3 clusters Score -449231.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -450130.593750 Penalty: 2694.752686
	Iteration 3F: 3 clusters Score -450130.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -450909.500000 Penalty: 2694.752686
	Iteration 4F: 3 clusters Score -450909.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -451388.406250 Penalty: 2694.752686
	Iteration 5F: 3 clusters Score -451388.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -451737.000000 Penalty: 2694.752686
	Iteration 6F: 3 clusters Score -451737 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -452011.593750 Penalty: 2694.752686
	Iteration 7F: 3 clusters Score -452011.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -452261.468750 Penalty: 2694.752686
	Iteration 8Q: 3 clusters Score -452261.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -452456.906250 Penalty: 2694.752686
	Iteration 9Q: 3 clusters Score -452456.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -452632.812500 Penalty: 2694.752686
	Iteration 10Q: 3 clusters Score -452632.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -452720.687500 Penalty: 2694.752686
	Iteration 11Q: 3 clusters Score -452720.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -452776.187500 Penalty: 2694.752686
	Iteration 12Q: 3 clusters Score -452776.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -452820.968750 Penalty: 2694.752686
	Iteration 13Q: 3 clusters Score -452821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -452840.593750 Penalty: 2694.752686
	Iteration 14Q: 3 clusters Score -452840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -452849.000000 Penalty: 2694.752686
	Iteration 15Q: 3 clusters Score -452849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -452853.781250 Penalty: 2694.752686
	Iteration 16Q: 3 clusters Score -452853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -452857.375000 Penalty: 2694.752686
	Iteration 17Q: 3 clusters Score -452857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -452858.937500 Penalty: 2694.752686
	Iteration 18Q: 3 clusters Score -452858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -452859.781250 Penalty: 2694.752686
	Iteration 19Q: 3 clusters Score -452859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -452860.437500 Penalty: 2694.752686
	Iteration 20F: 3 clusters Score -452860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -452860.312500 Penalty: 2694.752686
	Iteration 21Q: 3 clusters Score -452860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -452860.312500 Penalty: 2694.752686
	Iteration 22F: 3 clusters Score -452860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 20363 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 152038 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Entering Unmasked Estep 
Score: -141591008.000000 Penalty: 54447.968750
Splitting cluster 4 changes total score from -141578736.000000 to -141591008.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (11955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Entering Unmasked Estep 
Score: -1447599.750000 Penalty: 1525.697021
	Iteration 0F: 2 clusters Score -1447600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1439169.250000 Penalty: 3051.394043
	Iteration 0F: 3 clusters Score -1439169 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1442008.875000 Penalty: 3051.394043
	Iteration 1F: 3 clusters Score -1442009 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1442289.875000 Penalty: 3051.394043
	Iteration 2F: 3 clusters Score -1442290 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1442518.750000 Penalty: 3051.394043
	Iteration 3Q: 3 clusters Score -1442519 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1442697.625000 Penalty: 3051.394043
	Iteration 4Q: 3 clusters Score -1442698 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1442847.000000 Penalty: 3051.394043
	Iteration 5Q: 3 clusters Score -1442847 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1442960.125000 Penalty: 3051.394043
	Iteration 6Q: 3 clusters Score -1442960 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1443095.000000 Penalty: 3051.394043
	Iteration 7Q: 3 clusters Score -1443095 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1443254.625000 Penalty: 3051.394043
	Iteration 8Q: 3 clusters Score -1443255 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1443443.250000 Penalty: 3051.394043
	Iteration 9Q: 3 clusters Score -1443443 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1443661.625000 Penalty: 3051.394043
	Iteration 10Q: 3 clusters Score -1443662 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1443924.375000 Penalty: 3051.394043
	Iteration 11Q: 3 clusters Score -1443924 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1444231.500000 Penalty: 3051.394043
	Iteration 12Q: 3 clusters Score -1444232 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1444543.125000 Penalty: 3051.394043
	Iteration 13Q: 3 clusters Score -1444543 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1444805.125000 Penalty: 3051.394043
	Iteration 14Q: 3 clusters Score -1444805 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1445052.250000 Penalty: 3051.394043
	Iteration 15Q: 3 clusters Score -1445052 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1445289.125000 Penalty: 3051.394043
	Iteration 16Q: 3 clusters Score -1445289 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1445475.000000 Penalty: 3051.394043
	Iteration 17Q: 3 clusters Score -1445475 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1445677.625000 Penalty: 3051.394043
	Iteration 18Q: 3 clusters Score -1445678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1445837.500000 Penalty: 3051.394043
	Iteration 19Q: 3 clusters Score -1445838 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1445982.375000 Penalty: 3051.394043
	Iteration 20F: 3 clusters Score -1445982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1446065.750000 Penalty: 3051.394043
	Iteration 21Q: 3 clusters Score -1446066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1446125.500000 Penalty: 3051.394043
	Iteration 22Q: 3 clusters Score -1446126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1446179.250000 Penalty: 3051.394043
	Iteration 23Q: 3 clusters Score -1446179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1446219.875000 Penalty: 3051.394043
	Iteration 24Q: 3 clusters Score -1446220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1446243.875000 Penalty: 3051.394043
	Iteration 25Q: 3 clusters Score -1446244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1446260.375000 Penalty: 3051.394043
	Iteration 26Q: 3 clusters Score -1446260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1446276.750000 Penalty: 3051.394043
	Iteration 27Q: 3 clusters Score -1446277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1446290.625000 Penalty: 3051.394043
	Iteration 28Q: 3 clusters Score -1446291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1446305.500000 Penalty: 3051.394043
	Iteration 29Q: 3 clusters Score -1446306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1446319.000000 Penalty: 3051.394043
	Iteration 30Q: 3 clusters Score -1446319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1446324.750000 Penalty: 3051.394043
	Iteration 31Q: 3 clusters Score -1446325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1446331.375000 Penalty: 3051.394043
	Iteration 32Q: 3 clusters Score -1446331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1446335.750000 Penalty: 3051.394043
	Iteration 33Q: 3 clusters Score -1446336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1446341.250000 Penalty: 3051.394043
	Iteration 34Q: 3 clusters Score -1446341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1446342.875000 Penalty: 3051.394043
	Iteration 35Q: 3 clusters Score -1446343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1446345.125000 Penalty: 3051.394043
	Iteration 36Q: 3 clusters Score -1446345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1446345.875000 Penalty: 3051.394043
	Iteration 37Q: 3 clusters Score -1446346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1446348.125000 Penalty: 3051.394043
	Iteration 38Q: 3 clusters Score -1446348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1446349.250000 Penalty: 3051.394043
	Iteration 39Q: 3 clusters Score -1446349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1446347.875000 Penalty: 3051.394043
	Iteration 40F: 3 clusters Score -1446348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -282838.093750 Penalty: 1286.895386
	Iteration 0F: 2 clusters Score -282838.1 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 1380 members 
Entering Unmasked Estep 
Score: -280424.375000 Penalty: 2573.790771
	Iteration 0F: 3 clusters Score -280424.4 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -282141.937500 Penalty: 2573.790771
	Iteration 1F: 3 clusters Score -282141.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -283637.062500 Penalty: 2573.790771
	Iteration 2F: 3 clusters Score -283637.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284663.250000 Penalty: 2573.790771
	Iteration 3F: 3 clusters Score -284663.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -285115.093750 Penalty: 2573.790771
	Iteration 4F: 3 clusters Score -285115.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -285355.218750 Penalty: 2573.790771
	Iteration 5F: 3 clusters Score -285355.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -285473.000000 Penalty: 2573.790771
	Iteration 6Q: 3 clusters Score -285473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -285517.468750 Penalty: 2573.790771
	Iteration 7Q: 3 clusters Score -285517.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -285541.593750 Penalty: 2573.790771
	Iteration 8Q: 3 clusters Score -285541.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -285555.906250 Penalty: 2573.790771
	Iteration 9Q: 3 clusters Score -285555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -285570.562500 Penalty: 2573.790771
	Iteration 10Q: 3 clusters Score -285570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -285582.125000 Penalty: 2573.790771
	Iteration 11Q: 3 clusters Score -285582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285584.406250 Penalty: 2573.790771
	Iteration 12Q: 3 clusters Score -285584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285585.593750 Penalty: 2573.790771
	Iteration 13Q: 3 clusters Score -285585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285586.250000 Penalty: 2573.790771
	Iteration 14Q: 3 clusters Score -285586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285586.250000 Penalty: 2573.790771
	Iteration 15F: 3 clusters Score -285586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 20363 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 152038 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Entering Unmasked Estep 
Score: -141592064.000000 Penalty: 56716.632812
Splitting cluster 6 changes total score from -141578736.000000 to -141592064.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -172095.015625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -172095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -170398.656250 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -170398.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -171279.093750 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -171279.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -171649.859375 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -171649.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -171851.421875 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -171851.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -172076.750000 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -172076.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -172435.796875 Penalty: 2408.362793
	Iteration 5F: 3 clusters Score -172435.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -172804.906250 Penalty: 2408.362793
	Iteration 6F: 3 clusters Score -172804.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -173050.781250 Penalty: 2408.362793
	Iteration 7F: 3 clusters Score -173050.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -173206.109375 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -173206.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -173327.953125 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -173328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -173425.828125 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -173425.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -173545.109375 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -173545.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -173654.093750 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -173654.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -173745.328125 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -173745.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173807.468750 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -173807.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -173836.468750 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -173836.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -173848.703125 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -173848.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -173853.296875 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -173853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -173855.828125 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -173855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -173856.281250 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -173856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -173864.234375 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -173864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -173881.640625 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -173881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -173904.406250 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -173904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -173909.562500 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -173909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -173913.265625 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -173913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -173914.843750 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -173914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -173916.640625 Penalty: 2408.362793
	Iteration 26F: 3 clusters Score -173916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -173921.531250 Penalty: 2408.362793
	Iteration 27Q: 3 clusters Score -173921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -173921.531250 Penalty: 2408.362793
	Iteration 28F: 3 clusters Score -173921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 20363 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 152038 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Entering Unmasked Estep 
Score: -141593056.000000 Penalty: 58985.300781
Splitting cluster 7 changes total score from -141578736.000000 to -141593056.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (20363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Entering Unmasked Estep 
Score: -2484322.750000 Penalty: 1612.239624
	Iteration 0F: 2 clusters Score -2484323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2470569.000000 Penalty: 3224.479248
	Iteration 0F: 3 clusters Score -2470569 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2476190.750000 Penalty: 3224.479248
	Iteration 1F: 3 clusters Score -2476191 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2477712.500000 Penalty: 3224.479248
	Iteration 2F: 3 clusters Score -2477712 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2479804.250000 Penalty: 3224.479248
	Iteration 3F: 3 clusters Score -2479804 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2481824.250000 Penalty: 3224.479248
	Iteration 4F: 3 clusters Score -2481824 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2483222.000000 Penalty: 3224.479248
	Iteration 5F: 3 clusters Score -2483222 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2484099.750000 Penalty: 3224.479248
	Iteration 6F: 3 clusters Score -2484100 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2484626.250000 Penalty: 3224.479248
	Iteration 7Q: 3 clusters Score -2484626 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2484960.500000 Penalty: 3224.479248
	Iteration 8Q: 3 clusters Score -2484960 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2485212.500000 Penalty: 3224.479248
	Iteration 9Q: 3 clusters Score -2485212 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2485428.500000 Penalty: 3224.479248
	Iteration 10Q: 3 clusters Score -2485428 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2485683.500000 Penalty: 3224.479248
	Iteration 11Q: 3 clusters Score -2485684 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2485981.750000 Penalty: 3224.479248
	Iteration 12Q: 3 clusters Score -2485982 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2486270.000000 Penalty: 3224.479248
	Iteration 13Q: 3 clusters Score -2486270 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2486442.000000 Penalty: 3224.479248
	Iteration 14Q: 3 clusters Score -2486442 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2486504.750000 Penalty: 3224.479248
	Iteration 15Q: 3 clusters Score -2486505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2486537.000000 Penalty: 3224.479248
	Iteration 16Q: 3 clusters Score -2486537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2486553.500000 Penalty: 3224.479248
	Iteration 17Q: 3 clusters Score -2486554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2486553.250000 Penalty: 3224.479248
	Iteration 18Q: 3 clusters Score -2486553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2486561.500000 Penalty: 3224.479248
	Iteration 19Q: 3 clusters Score -2486562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2486564.000000 Penalty: 3224.479248
	Iteration 20F: 3 clusters Score -2486564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2486570.000000 Penalty: 3224.479248
	Iteration 21Q: 3 clusters Score -2486570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2486568.500000 Penalty: 3224.479248
	Iteration 22Q: 3 clusters Score -2486568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2486566.250000 Penalty: 3224.479248
	Iteration 23Q: 3 clusters Score -2486566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2486568.500000 Penalty: 3224.479248
	Iteration 24Q: 3 clusters Score -2486568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2486572.500000 Penalty: 3224.479248
	Iteration 25Q: 3 clusters Score -2486572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2486573.000000 Penalty: 3224.479248
	Iteration 26Q: 3 clusters Score -2486573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2486571.250000 Penalty: 3224.479248
	Iteration 27Q: 3 clusters Score -2486571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2486571.750000 Penalty: 3224.479248
	Iteration 28Q: 3 clusters Score -2486572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2486569.000000 Penalty: 3224.479248
	Iteration 29Q: 3 clusters Score -2486569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2486571.000000 Penalty: 3224.479248
	Iteration 30Q: 3 clusters Score -2486571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2486571.000000 Penalty: 3224.479248
	Iteration 31Q: 3 clusters Score -2486571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2486571.000000 Penalty: 3224.479248
	Iteration 32F: 3 clusters Score -2486571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 152038 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 5720 members 
Entering Unmasked Estep 
Score: -141594848.000000 Penalty: 61253.964844
Splitting cluster 8 changes total score from -141578736.000000 to -141594848.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (5107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Entering Unmasked Estep 
Score: -631512.500000 Penalty: 1387.484741
	Iteration 0F: 2 clusters Score -631512.5 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 2579 members 
Entering Unmasked Estep 
Score: -627507.250000 Penalty: 2774.969482
	Iteration 0F: 3 clusters Score -627507.2 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -628635.187500 Penalty: 2774.969482
	Iteration 1F: 3 clusters Score -628635.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -628820.437500 Penalty: 2774.969482
	Iteration 2F: 3 clusters Score -628820.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -628972.187500 Penalty: 2774.969482
	Iteration 3F: 3 clusters Score -628972.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -629070.625000 Penalty: 2774.969482
	Iteration 4Q: 3 clusters Score -629070.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -629172.437500 Penalty: 2774.969482
	Iteration 5Q: 3 clusters Score -629172.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -629263.937500 Penalty: 2774.969482
	Iteration 6Q: 3 clusters Score -629263.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -629346.812500 Penalty: 2774.969482
	Iteration 7Q: 3 clusters Score -629346.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -629433.000000 Penalty: 2774.969482
	Iteration 8Q: 3 clusters Score -629433 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -629514.375000 Penalty: 2774.969482
	Iteration 9Q: 3 clusters Score -629514.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -629601.250000 Penalty: 2774.969482
	Iteration 10Q: 3 clusters Score -629601.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -629679.250000 Penalty: 2774.969482
	Iteration 11Q: 3 clusters Score -629679.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -629752.625000 Penalty: 2774.969482
	Iteration 12Q: 3 clusters Score -629752.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -629827.187500 Penalty: 2774.969482
	Iteration 13Q: 3 clusters Score -629827.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -629911.562500 Penalty: 2774.969482
	Iteration 14Q: 3 clusters Score -629911.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -629979.687500 Penalty: 2774.969482
	Iteration 15Q: 3 clusters Score -629979.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -630034.687500 Penalty: 2774.969482
	Iteration 16Q: 3 clusters Score -630034.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -630076.875000 Penalty: 2774.969482
	Iteration 17Q: 3 clusters Score -630076.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -630111.625000 Penalty: 2774.969482
	Iteration 18Q: 3 clusters Score -630111.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -630143.437500 Penalty: 2774.969482
	Iteration 19Q: 3 clusters Score -630143.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -630165.187500 Penalty: 2774.969482
	Iteration 20F: 3 clusters Score -630165.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -630181.875000 Penalty: 2774.969482
	Iteration 21Q: 3 clusters Score -630181.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -630198.187500 Penalty: 2774.969482
	Iteration 22Q: 3 clusters Score -630198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -630206.500000 Penalty: 2774.969482
	Iteration 23Q: 3 clusters Score -630206.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -630214.500000 Penalty: 2774.969482
	Iteration 24Q: 3 clusters Score -630214.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -630217.875000 Penalty: 2774.969482
	Iteration 25Q: 3 clusters Score -630217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -630225.250000 Penalty: 2774.969482
	Iteration 26Q: 3 clusters Score -630225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -630228.312500 Penalty: 2774.969482
	Iteration 27Q: 3 clusters Score -630228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -630232.000000 Penalty: 2774.969482
	Iteration 28Q: 3 clusters Score -630232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -630232.812500 Penalty: 2774.969482
	Iteration 29Q: 3 clusters Score -630232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -630232.437500 Penalty: 2774.969482
	Iteration 30Q: 3 clusters Score -630232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -630235.312500 Penalty: 2774.969482
	Iteration 31Q: 3 clusters Score -630235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -630236.812500 Penalty: 2774.969482
	Iteration 32Q: 3 clusters Score -630236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -630237.062500 Penalty: 2774.969482
	Iteration 33Q: 3 clusters Score -630237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -630238.312500 Penalty: 2774.969482
	Iteration 34Q: 3 clusters Score -630238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -630238.375000 Penalty: 2774.969482
	Iteration 35Q: 3 clusters Score -630238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -630239.437500 Penalty: 2774.969482
	Iteration 36Q: 3 clusters Score -630239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -630241.625000 Penalty: 2774.969482
	Iteration 37Q: 3 clusters Score -630241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -630244.062500 Penalty: 2774.969482
	Iteration 38Q: 3 clusters Score -630244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -630244.750000 Penalty: 2774.969482
	Iteration 39Q: 3 clusters Score -630244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -630244.812500 Penalty: 2774.969482
	Iteration 40F: 3 clusters Score -630244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -630245.750000 Penalty: 2774.969482
	Iteration 41Q: 3 clusters Score -630245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -630246.375000 Penalty: 2774.969482
	Iteration 42Q: 3 clusters Score -630246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -630247.625000 Penalty: 2774.969482
	Iteration 43Q: 3 clusters Score -630247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -630247.625000 Penalty: 2774.969482
	Iteration 44F: 3 clusters Score -630247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (152038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152038 members 
Entering Unmasked Estep 
Score: -19097088.000000 Penalty: 1938.931396
	Iteration 0F: 2 clusters Score -1.909709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -19012486.000000 Penalty: 3877.862793
	Iteration 0F: 3 clusters Score -1.901249e+07 nChanged 73133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -19055792.000000 Penalty: 3877.862793
	Iteration 1F: 3 clusters Score -1.905579e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -19057356.000000 Penalty: 3877.862793
	Iteration 2Q: 3 clusters Score -1.905736e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -19059796.000000 Penalty: 3877.862793
	Iteration 3Q: 3 clusters Score -1.90598e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -19063260.000000 Penalty: 3877.862793
	Iteration 4Q: 3 clusters Score -1.906326e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -19068426.000000 Penalty: 3877.862793
	Iteration 5F: 3 clusters Score -1.906843e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -19075138.000000 Penalty: 3877.862793
	Iteration 6F: 3 clusters Score -1.907514e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -19082762.000000 Penalty: 3877.862793
	Iteration 7F: 3 clusters Score -1.908276e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -19089914.000000 Penalty: 3877.862793
	Iteration 8F: 3 clusters Score -1.908991e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -19094982.000000 Penalty: 3877.862793
	Iteration 9F: 3 clusters Score -1.909498e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -19097564.000000 Penalty: 3877.862793
	Iteration 10Q: 3 clusters Score -1.909756e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -19098980.000000 Penalty: 3877.862793
	Iteration 11Q: 3 clusters Score -1.909898e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -19099990.000000 Penalty: 3877.862793
	Iteration 12Q: 3 clusters Score -1.909999e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -19100744.000000 Penalty: 3877.862793
	Iteration 13Q: 3 clusters Score -1.910074e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -19101354.000000 Penalty: 3877.862793
	Iteration 14Q: 3 clusters Score -1.910135e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -19101806.000000 Penalty: 3877.862793
	Iteration 15Q: 3 clusters Score -1.910181e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -19102122.000000 Penalty: 3877.862793
	Iteration 16Q: 3 clusters Score -1.910212e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -19102404.000000 Penalty: 3877.862793
	Iteration 17Q: 3 clusters Score -1.91024e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -19102518.000000 Penalty: 3877.862793
	Iteration 18Q: 3 clusters Score -1.910252e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -19102702.000000 Penalty: 3877.862793
	Iteration 19Q: 3 clusters Score -1.91027e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -19103016.000000 Penalty: 3877.862793
	Iteration 20F: 3 clusters Score -1.910302e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -19103228.000000 Penalty: 3877.862793
	Iteration 21Q: 3 clusters Score -1.910323e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -19103422.000000 Penalty: 3877.862793
	Iteration 22Q: 3 clusters Score -1.910342e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -19103556.000000 Penalty: 3877.862793
	Iteration 23Q: 3 clusters Score -1.910356e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -19103560.000000 Penalty: 3877.862793
	Iteration 24Q: 3 clusters Score -1.910356e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -19103620.000000 Penalty: 3877.862793
	Iteration 25Q: 3 clusters Score -1.910362e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111620 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -19103570.000000 Penalty: 3877.862793
	Iteration 26Q: 3 clusters Score -1.910357e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113890 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -19103426.000000 Penalty: 3877.862793
	Iteration 27Q: 3 clusters Score -1.910343e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -19103428.000000 Penalty: 3877.862793
	Iteration 28Q: 3 clusters Score -1.910343e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118335 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -19103324.000000 Penalty: 3877.862793
	Iteration 29Q: 3 clusters Score -1.910332e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120365 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -19103166.000000 Penalty: 3877.862793
	Iteration 30Q: 3 clusters Score -1.910317e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -19102806.000000 Penalty: 3877.862793
	Iteration 31Q: 3 clusters Score -1.910281e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -19102530.000000 Penalty: 3877.862793
	Iteration 32Q: 3 clusters Score -1.910253e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125179 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -19102402.000000 Penalty: 3877.862793
	Iteration 33Q: 3 clusters Score -1.91024e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -19102252.000000 Penalty: 3877.862793
	Iteration 34Q: 3 clusters Score -1.910225e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -19102176.000000 Penalty: 3877.862793
	Iteration 35Q: 3 clusters Score -1.910218e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -19102080.000000 Penalty: 3877.862793
	Iteration 36Q: 3 clusters Score -1.910208e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -19101990.000000 Penalty: 3877.862793
	Iteration 37Q: 3 clusters Score -1.910199e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130456 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -19101882.000000 Penalty: 3877.862793
	Iteration 38Q: 3 clusters Score -1.910188e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -19101874.000000 Penalty: 3877.862793
	Iteration 39Q: 3 clusters Score -1.910187e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -19101852.000000 Penalty: 3877.862793
	Iteration 40F: 3 clusters Score -1.910185e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -19101806.000000 Penalty: 3877.862793
	Iteration 41Q: 3 clusters Score -1.910181e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -19101762.000000 Penalty: 3877.862793
	Iteration 42Q: 3 clusters Score -1.910176e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133768 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -19101782.000000 Penalty: 3877.862793
	Iteration 43Q: 3 clusters Score -1.910178e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -19101744.000000 Penalty: 3877.862793
	Iteration 44Q: 3 clusters Score -1.910174e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -19101774.000000 Penalty: 3877.862793
	Iteration 45Q: 3 clusters Score -1.910177e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135347 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -19101656.000000 Penalty: 3877.862793
	Iteration 46Q: 3 clusters Score -1.910166e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135812 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -19101526.000000 Penalty: 3877.862793
	Iteration 47Q: 3 clusters Score -1.910153e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -19101524.000000 Penalty: 3877.862793
	Iteration 48Q: 3 clusters Score -1.910152e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136643 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -19101454.000000 Penalty: 3877.862793
	Iteration 49Q: 3 clusters Score -1.910145e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -19101416.000000 Penalty: 3877.862793
	Iteration 50Q: 3 clusters Score -1.910142e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137378 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -19101352.000000 Penalty: 3877.862793
	Iteration 51Q: 3 clusters Score -1.910135e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137717 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -19101232.000000 Penalty: 3877.862793
	Iteration 52Q: 3 clusters Score -1.910123e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -19101200.000000 Penalty: 3877.862793
	Iteration 53Q: 3 clusters Score -1.91012e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -19101118.000000 Penalty: 3877.862793
	Iteration 54Q: 3 clusters Score -1.910112e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138431 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -19101070.000000 Penalty: 3877.862793
	Iteration 55Q: 3 clusters Score -1.910107e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138639 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -19101026.000000 Penalty: 3877.862793
	Iteration 56Q: 3 clusters Score -1.910103e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138843 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -19101012.000000 Penalty: 3877.862793
	Iteration 57Q: 3 clusters Score -1.910101e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -19100964.000000 Penalty: 3877.862793
	Iteration 58Q: 3 clusters Score -1.910096e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -19100884.000000 Penalty: 3877.862793
	Iteration 59Q: 3 clusters Score -1.910088e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139422 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -19100844.000000 Penalty: 3877.862793
	Iteration 60F: 3 clusters Score -1.910084e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139577 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -19100814.000000 Penalty: 3877.862793
	Iteration 61Q: 3 clusters Score -1.910081e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139726 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -19100784.000000 Penalty: 3877.862793
	Iteration 62Q: 3 clusters Score -1.910078e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139868 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -19100752.000000 Penalty: 3877.862793
	Iteration 63Q: 3 clusters Score -1.910075e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -19100708.000000 Penalty: 3877.862793
	Iteration 64Q: 3 clusters Score -1.910071e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -19100704.000000 Penalty: 3877.862793
	Iteration 65Q: 3 clusters Score -1.91007e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -19100642.000000 Penalty: 3877.862793
	Iteration 66Q: 3 clusters Score -1.910064e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140494 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -19100582.000000 Penalty: 3877.862793
	Iteration 67Q: 3 clusters Score -1.910058e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140627 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -19100566.000000 Penalty: 3877.862793
	Iteration 68Q: 3 clusters Score -1.910057e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140746 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -19100558.000000 Penalty: 3877.862793
	Iteration 69Q: 3 clusters Score -1.910056e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140858 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -19100574.000000 Penalty: 3877.862793
	Iteration 70Q: 3 clusters Score -1.910057e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140977 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -19100590.000000 Penalty: 3877.862793
	Iteration 71Q: 3 clusters Score -1.910059e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141079 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -19100574.000000 Penalty: 3877.862793
	Iteration 72Q: 3 clusters Score -1.910057e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -19100538.000000 Penalty: 3877.862793
	Iteration 73Q: 3 clusters Score -1.910054e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141251 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -19100492.000000 Penalty: 3877.862793
	Iteration 74Q: 3 clusters Score -1.910049e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -19100462.000000 Penalty: 3877.862793
	Iteration 75Q: 3 clusters Score -1.910046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141388 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -19100458.000000 Penalty: 3877.862793
	Iteration 76Q: 3 clusters Score -1.910046e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141452 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -19100436.000000 Penalty: 3877.862793
	Iteration 77Q: 3 clusters Score -1.910044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -19100450.000000 Penalty: 3877.862793
	Iteration 78Q: 3 clusters Score -1.910045e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -19100444.000000 Penalty: 3877.862793
	Iteration 79Q: 3 clusters Score -1.910044e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -19100374.000000 Penalty: 3877.862793
	Iteration 80F: 3 clusters Score -1.910037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -19100304.000000 Penalty: 3877.862793
	Iteration 81Q: 3 clusters Score -1.91003e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141757 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -19100326.000000 Penalty: 3877.862793
	Iteration 82Q: 3 clusters Score -1.910033e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -19100288.000000 Penalty: 3877.862793
	Iteration 83Q: 3 clusters Score -1.910029e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -19100292.000000 Penalty: 3877.862793
	Iteration 84Q: 3 clusters Score -1.910029e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141933 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -19100260.000000 Penalty: 3877.862793
	Iteration 85Q: 3 clusters Score -1.910026e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141978 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -19100248.000000 Penalty: 3877.862793
	Iteration 86Q: 3 clusters Score -1.910025e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -19100230.000000 Penalty: 3877.862793
	Iteration 87Q: 3 clusters Score -1.910023e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142077 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -19100248.000000 Penalty: 3877.862793
	Iteration 88Q: 3 clusters Score -1.910025e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142132 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -19100242.000000 Penalty: 3877.862793
	Iteration 89Q: 3 clusters Score -1.910024e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142185 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -19100224.000000 Penalty: 3877.862793
	Iteration 90Q: 3 clusters Score -1.910022e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142231 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -19100220.000000 Penalty: 3877.862793
	Iteration 91Q: 3 clusters Score -1.910022e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -19100234.000000 Penalty: 3877.862793
	Iteration 92Q: 3 clusters Score -1.910023e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -19100252.000000 Penalty: 3877.862793
	Iteration 93Q: 3 clusters Score -1.910025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -19100236.000000 Penalty: 3877.862793
	Iteration 94Q: 3 clusters Score -1.910024e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -19100242.000000 Penalty: 3877.862793
	Iteration 95Q: 3 clusters Score -1.910024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -19100214.000000 Penalty: 3877.862793
	Iteration 96Q: 3 clusters Score -1.910021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -19100202.000000 Penalty: 3877.862793
	Iteration 97Q: 3 clusters Score -1.91002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -19100190.000000 Penalty: 3877.862793
	Iteration 98Q: 3 clusters Score -1.910019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142573 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -19100172.000000 Penalty: 3877.862793
	Iteration 99Q: 3 clusters Score -1.910017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142604 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -19100186.000000 Penalty: 3877.862793
	Iteration 100F: 3 clusters Score -1.910019e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -19100208.000000 Penalty: 3877.862793
	Iteration 101Q: 3 clusters Score -1.910021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142660 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -19100212.000000 Penalty: 3877.862793
	Iteration 102Q: 3 clusters Score -1.910021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -19100190.000000 Penalty: 3877.862793
	Iteration 103Q: 3 clusters Score -1.910019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -19100158.000000 Penalty: 3877.862793
	Iteration 104Q: 3 clusters Score -1.910016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142735 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -19100158.000000 Penalty: 3877.862793
	Iteration 105Q: 3 clusters Score -1.910016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -19100160.000000 Penalty: 3877.862793
	Iteration 106Q: 3 clusters Score -1.910016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -19100160.000000 Penalty: 3877.862793
	Iteration 107Q: 3 clusters Score -1.910016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -19100148.000000 Penalty: 3877.862793
	Iteration 108Q: 3 clusters Score -1.910015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142808 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -19100148.000000 Penalty: 3877.862793
	Iteration 109Q: 3 clusters Score -1.910015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -19100154.000000 Penalty: 3877.862793
	Iteration 110Q: 3 clusters Score -1.910015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -19100136.000000 Penalty: 3877.862793
	Iteration 111Q: 3 clusters Score -1.910014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142871 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -19100134.000000 Penalty: 3877.862793
	Iteration 112Q: 3 clusters Score -1.910013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142886 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -19100130.000000 Penalty: 3877.862793
	Iteration 113Q: 3 clusters Score -1.910013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142902 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -19100112.000000 Penalty: 3877.862793
	Iteration 114Q: 3 clusters Score -1.910011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -19100118.000000 Penalty: 3877.862793
	Iteration 115Q: 3 clusters Score -1.910012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -19100114.000000 Penalty: 3877.862793
	Iteration 116Q: 3 clusters Score -1.910011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142953 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -19100134.000000 Penalty: 3877.862793
	Iteration 117Q: 3 clusters Score -1.910013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142975 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -19100090.000000 Penalty: 3877.862793
	Iteration 118Q: 3 clusters Score -1.910009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143001 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -19100082.000000 Penalty: 3877.862793
	Iteration 119Q: 3 clusters Score -1.910008e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -19100070.000000 Penalty: 3877.862793
	Iteration 120F: 3 clusters Score -1.910007e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -19100052.000000 Penalty: 3877.862793
	Iteration 121Q: 3 clusters Score -1.910005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -19100020.000000 Penalty: 3877.862793
	Iteration 122Q: 3 clusters Score -1.910002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -19100008.000000 Penalty: 3877.862793
	Iteration 123Q: 3 clusters Score -1.910001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143100 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -19100004.000000 Penalty: 3877.862793
	Iteration 124Q: 3 clusters Score -1.91e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -19100014.000000 Penalty: 3877.862793
	Iteration 125Q: 3 clusters Score -1.910001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -19099998.000000 Penalty: 3877.862793
	Iteration 126Q: 3 clusters Score -1.91e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143136 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -19100016.000000 Penalty: 3877.862793
	Iteration 127Q: 3 clusters Score -1.910002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -19100012.000000 Penalty: 3877.862793
	Iteration 128Q: 3 clusters Score -1.910001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -19100022.000000 Penalty: 3877.862793
	Iteration 129Q: 3 clusters Score -1.910002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -19099988.000000 Penalty: 3877.862793
	Iteration 130Q: 3 clusters Score -1.909999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -19099982.000000 Penalty: 3877.862793
	Iteration 131Q: 3 clusters Score -1.909998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -19099978.000000 Penalty: 3877.862793
	Iteration 132Q: 3 clusters Score -1.909998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -19099978.000000 Penalty: 3877.862793
	Iteration 133Q: 3 clusters Score -1.909998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -19099980.000000 Penalty: 3877.862793
	Iteration 134Q: 3 clusters Score -1.909998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -19099974.000000 Penalty: 3877.862793
	Iteration 135Q: 3 clusters Score -1.909997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143228 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -19099968.000000 Penalty: 3877.862793
	Iteration 136Q: 3 clusters Score -1.909997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -19099980.000000 Penalty: 3877.862793
	Iteration 137Q: 3 clusters Score -1.909998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -19099970.000000 Penalty: 3877.862793
	Iteration 138Q: 3 clusters Score -1.909997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143250 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -19099980.000000 Penalty: 3877.862793
	Iteration 139Q: 3 clusters Score -1.909998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143253 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -19099984.000000 Penalty: 3877.862793
	Iteration 140F: 3 clusters Score -1.909998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143258 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -19099986.000000 Penalty: 3877.862793
	Iteration 141Q: 3 clusters Score -1.909999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143262 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -19099986.000000 Penalty: 3877.862793
	Iteration 142Q: 3 clusters Score -1.909999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143265 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -19099986.000000 Penalty: 3877.862793
	Iteration 143Q: 3 clusters Score -1.909999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -19099994.000000 Penalty: 3877.862793
	Iteration 144Q: 3 clusters Score -1.909999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143272 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -19099982.000000 Penalty: 3877.862793
	Iteration 145Q: 3 clusters Score -1.909998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -19099990.000000 Penalty: 3877.862793
	Iteration 146Q: 3 clusters Score -1.909999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143277 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -19099994.000000 Penalty: 3877.862793
	Iteration 147Q: 3 clusters Score -1.909999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -19100000.000000 Penalty: 3877.862793
	Iteration 148Q: 3 clusters Score -1.91e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -19100000.000000 Penalty: 3877.862793
	Iteration 149Q: 3 clusters Score -1.91e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -19099978.000000 Penalty: 3877.862793
	Iteration 150Q: 3 clusters Score -1.909998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -19099990.000000 Penalty: 3877.862793
	Iteration 151Q: 3 clusters Score -1.909999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143308 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -19099962.000000 Penalty: 3877.862793
	Iteration 152Q: 3 clusters Score -1.909996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -19099966.000000 Penalty: 3877.862793
	Iteration 153Q: 3 clusters Score -1.909997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -19099940.000000 Penalty: 3877.862793
	Iteration 154Q: 3 clusters Score -1.909994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143349 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -19099928.000000 Penalty: 3877.862793
	Iteration 155Q: 3 clusters Score -1.909993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143360 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -19099942.000000 Penalty: 3877.862793
	Iteration 156Q: 3 clusters Score -1.909994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -19099926.000000 Penalty: 3877.862793
	Iteration 157Q: 3 clusters Score -1.909993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -19099918.000000 Penalty: 3877.862793
	Iteration 158Q: 3 clusters Score -1.909992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143387 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -19099922.000000 Penalty: 3877.862793
	Iteration 159Q: 3 clusters Score -1.909992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -19099924.000000 Penalty: 3877.862793
	Iteration 160F: 3 clusters Score -1.909992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -19099922.000000 Penalty: 3877.862793
	Iteration 161Q: 3 clusters Score -1.909992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -19099922.000000 Penalty: 3877.862793
	Iteration 162F: 3 clusters Score -1.909992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 143395 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 5720 members 
Mstep: Class 28 contains 8643 members 
Entering Unmasked Estep 
Score: -141597440.000000 Penalty: 63522.628906
Splitting cluster 10 changes total score from -141578736.000000 to -141597440.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -71429.304688 Penalty: 1112.455444
	Iteration 0F: 2 clusters Score -71429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70448.164062 Penalty: 2224.910889
	Iteration 0F: 3 clusters Score -70448.16 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72055.726562 Penalty: 2224.910889
	Iteration 1F: 3 clusters Score -72055.73 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73046.664062 Penalty: 2224.910889
	Iteration 2F: 3 clusters Score -73046.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73654.992188 Penalty: 2224.910889
	Iteration 3F: 3 clusters Score -73654.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73907.679688 Penalty: 2224.910889
	Iteration 4Q: 3 clusters Score -73907.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74053.421875 Penalty: 2224.910889
	Iteration 5Q: 3 clusters Score -74053.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74202.437500 Penalty: 2224.910889
	Iteration 6Q: 3 clusters Score -74202.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74311.101562 Penalty: 2224.910889
	Iteration 7Q: 3 clusters Score -74311.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74354.640625 Penalty: 2224.910889
	Iteration 8Q: 3 clusters Score -74354.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74393.726562 Penalty: 2224.910889
	Iteration 9Q: 3 clusters Score -74393.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74449.468750 Penalty: 2224.910889
	Iteration 10Q: 3 clusters Score -74449.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74465.265625 Penalty: 2224.910889
	Iteration 11Q: 3 clusters Score -74465.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74466.132812 Penalty: 2224.910889
	Iteration 12Q: 3 clusters Score -74466.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74467.312500 Penalty: 2224.910889
	Iteration 13Q: 3 clusters Score -74467.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74475.031250 Penalty: 2224.910889
	Iteration 14F: 3 clusters Score -74475.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74523.640625 Penalty: 2224.910889
	Iteration 15Q: 3 clusters Score -74523.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74624.968750 Penalty: 2224.910889
	Iteration 16Q: 3 clusters Score -74624.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74693.968750 Penalty: 2224.910889
	Iteration 17Q: 3 clusters Score -74693.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74734.273438 Penalty: 2224.910889
	Iteration 18Q: 3 clusters Score -74734.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74762.929688 Penalty: 2224.910889
	Iteration 19Q: 3 clusters Score -74762.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74794.468750 Penalty: 2224.910889
	Iteration 20F: 3 clusters Score -74794.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74823.046875 Penalty: 2224.910889
	Iteration 21Q: 3 clusters Score -74823.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74846.718750 Penalty: 2224.910889
	Iteration 22Q: 3 clusters Score -74846.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74858.726562 Penalty: 2224.910889
	Iteration 23Q: 3 clusters Score -74858.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74867.968750 Penalty: 2224.910889
	Iteration 24Q: 3 clusters Score -74867.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74879.039062 Penalty: 2224.910889
	Iteration 25Q: 3 clusters Score -74879.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74888.835938 Penalty: 2224.910889
	Iteration 26Q: 3 clusters Score -74888.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74889.820312 Penalty: 2224.910889
	Iteration 27Q: 3 clusters Score -74889.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74889.820312 Penalty: 2224.910889
	Iteration 28F: 3 clusters Score -74889.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 143395 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 14029 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 5720 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
Score: -141599440.000000 Penalty: 65791.296875
Splitting cluster 11 changes total score from -141578736.000000 to -141599440.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (119510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Entering Unmasked Estep 
Score: -14791221.000000 Penalty: 1899.812744
	Iteration 0F: 2 clusters Score -1.479122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -14713373.000000 Penalty: 3799.625488
	Iteration 0F: 3 clusters Score -1.471337e+07 nChanged 57404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -14747516.000000 Penalty: 3799.625488
	Iteration 1F: 3 clusters Score -1.474752e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -14749423.000000 Penalty: 3799.625488
	Iteration 2Q: 3 clusters Score -1.474942e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -14752353.000000 Penalty: 3799.625488
	Iteration 3F: 3 clusters Score -1.475235e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -14756939.000000 Penalty: 3799.625488
	Iteration 4F: 3 clusters Score -1.475694e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -14763940.000000 Penalty: 3799.625488
	Iteration 5F: 3 clusters Score -1.476394e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -14772271.000000 Penalty: 3799.625488
	Iteration 6F: 3 clusters Score -1.477227e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -14779226.000000 Penalty: 3799.625488
	Iteration 7F: 3 clusters Score -1.477923e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -14784581.000000 Penalty: 3799.625488
	Iteration 8Q: 3 clusters Score -1.478458e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -14787668.000000 Penalty: 3799.625488
	Iteration 9Q: 3 clusters Score -1.478767e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -14789060.000000 Penalty: 3799.625488
	Iteration 10Q: 3 clusters Score -1.478906e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -14789749.000000 Penalty: 3799.625488
	Iteration 11Q: 3 clusters Score -1.478975e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -14790092.000000 Penalty: 3799.625488
	Iteration 12Q: 3 clusters Score -1.479009e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -14790256.000000 Penalty: 3799.625488
	Iteration 13Q: 3 clusters Score -1.479026e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -14790376.000000 Penalty: 3799.625488
	Iteration 14Q: 3 clusters Score -1.479038e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -14790422.000000 Penalty: 3799.625488
	Iteration 15Q: 3 clusters Score -1.479042e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -14790443.000000 Penalty: 3799.625488
	Iteration 16Q: 3 clusters Score -1.479044e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -14790489.000000 Penalty: 3799.625488
	Iteration 17Q: 3 clusters Score -1.479049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -14790496.000000 Penalty: 3799.625488
	Iteration 18Q: 3 clusters Score -1.47905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -14790470.000000 Penalty: 3799.625488
	Iteration 19Q: 3 clusters Score -1.479047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -14790455.000000 Penalty: 3799.625488
	Iteration 20F: 3 clusters Score -1.479046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -14790462.000000 Penalty: 3799.625488
	Iteration 21Q: 3 clusters Score -1.479046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -14790475.000000 Penalty: 3799.625488
	Iteration 22Q: 3 clusters Score -1.479048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -14790477.000000 Penalty: 3799.625488
	Iteration 23Q: 3 clusters Score -1.479048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -14790466.000000 Penalty: 3799.625488
	Iteration 24Q: 3 clusters Score -1.479047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -14790464.000000 Penalty: 3799.625488
	Iteration 25Q: 3 clusters Score -1.479046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -14790479.000000 Penalty: 3799.625488
	Iteration 26Q: 3 clusters Score -1.479048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -14790494.000000 Penalty: 3799.625488
	Iteration 27Q: 3 clusters Score -1.479049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 117496 members 
Entering Unmasked Estep 
Score: -14790493.000000 Penalty: 3799.625488
	Iteration 28Q: 3 clusters Score -1.479049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -14790501.000000 Penalty: 3799.625488
	Iteration 29Q: 3 clusters Score -1.47905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -14790498.000000 Penalty: 3799.625488
	Iteration 30Q: 3 clusters Score -1.47905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -14790498.000000 Penalty: 3799.625488
	Iteration 31F: 3 clusters Score -1.47905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Entering Unmasked Estep 
Score: -1739151.250000 Penalty: 1551.693237
	Iteration 0F: 2 clusters Score -1739151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1729417.875000 Penalty: 3103.386475
	Iteration 0F: 3 clusters Score -1729418 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1732801.875000 Penalty: 3103.386475
	Iteration 1F: 3 clusters Score -1732802 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1733152.125000 Penalty: 3103.386475
	Iteration 2F: 3 clusters Score -1733152 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1733518.375000 Penalty: 3103.386475
	Iteration 3F: 3 clusters Score -1733518 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1733907.625000 Penalty: 3103.386475
	Iteration 4F: 3 clusters Score -1733908 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1734302.500000 Penalty: 3103.386475
	Iteration 5F: 3 clusters Score -1734302 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1734692.000000 Penalty: 3103.386475
	Iteration 6Q: 3 clusters Score -1734692 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1735086.500000 Penalty: 3103.386475
	Iteration 7Q: 3 clusters Score -1735086 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1735497.625000 Penalty: 3103.386475
	Iteration 8Q: 3 clusters Score -1735498 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1735959.375000 Penalty: 3103.386475
	Iteration 9Q: 3 clusters Score -1735959 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1736434.875000 Penalty: 3103.386475
	Iteration 10Q: 3 clusters Score -1736435 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1736929.375000 Penalty: 3103.386475
	Iteration 11Q: 3 clusters Score -1736929 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1737542.500000 Penalty: 3103.386475
	Iteration 12Q: 3 clusters Score -1737542 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1737954.375000 Penalty: 3103.386475
	Iteration 13Q: 3 clusters Score -1737954 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1738108.500000 Penalty: 3103.386475
	Iteration 14Q: 3 clusters Score -1738108 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1738175.750000 Penalty: 3103.386475
	Iteration 15Q: 3 clusters Score -1738176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1738215.750000 Penalty: 3103.386475
	Iteration 16Q: 3 clusters Score -1738216 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1738236.750000 Penalty: 3103.386475
	Iteration 17Q: 3 clusters Score -1738237 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1738260.125000 Penalty: 3103.386475
	Iteration 18Q: 3 clusters Score -1738260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1738283.500000 Penalty: 3103.386475
	Iteration 19Q: 3 clusters Score -1738284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1738298.125000 Penalty: 3103.386475
	Iteration 20F: 3 clusters Score -1738298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1738314.250000 Penalty: 3103.386475
	Iteration 21Q: 3 clusters Score -1738314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1738328.250000 Penalty: 3103.386475
	Iteration 22Q: 3 clusters Score -1738328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1738341.375000 Penalty: 3103.386475
	Iteration 23Q: 3 clusters Score -1738341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1738345.500000 Penalty: 3103.386475
	Iteration 24Q: 3 clusters Score -1738346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1738359.000000 Penalty: 3103.386475
	Iteration 25Q: 3 clusters Score -1738359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1738367.000000 Penalty: 3103.386475
	Iteration 26Q: 3 clusters Score -1738367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1738378.875000 Penalty: 3103.386475
	Iteration 27Q: 3 clusters Score -1738379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1738387.625000 Penalty: 3103.386475
	Iteration 28Q: 3 clusters Score -1738388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1738399.250000 Penalty: 3103.386475
	Iteration 29Q: 3 clusters Score -1738399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1738401.125000 Penalty: 3103.386475
	Iteration 30Q: 3 clusters Score -1738401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1738402.375000 Penalty: 3103.386475
	Iteration 31Q: 3 clusters Score -1738402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1738411.625000 Penalty: 3103.386475
	Iteration 32Q: 3 clusters Score -1738412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1738418.125000 Penalty: 3103.386475
	Iteration 33Q: 3 clusters Score -1738418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1738423.375000 Penalty: 3103.386475
	Iteration 34Q: 3 clusters Score -1738423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1738429.750000 Penalty: 3103.386475
	Iteration 35Q: 3 clusters Score -1738430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1738435.875000 Penalty: 3103.386475
	Iteration 36Q: 3 clusters Score -1738436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1738440.750000 Penalty: 3103.386475
	Iteration 37Q: 3 clusters Score -1738441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1738448.625000 Penalty: 3103.386475
	Iteration 38Q: 3 clusters Score -1738449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1738453.500000 Penalty: 3103.386475
	Iteration 39Q: 3 clusters Score -1738454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1738458.625000 Penalty: 3103.386475
	Iteration 40F: 3 clusters Score -1738459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1738474.125000 Penalty: 3103.386475
	Iteration 41Q: 3 clusters Score -1738474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1738481.375000 Penalty: 3103.386475
	Iteration 42Q: 3 clusters Score -1738481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1738498.625000 Penalty: 3103.386475
	Iteration 43Q: 3 clusters Score -1738499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1738512.250000 Penalty: 3103.386475
	Iteration 44Q: 3 clusters Score -1738512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1738526.125000 Penalty: 3103.386475
	Iteration 45Q: 3 clusters Score -1738526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1738543.250000 Penalty: 3103.386475
	Iteration 46Q: 3 clusters Score -1738543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1738559.750000 Penalty: 3103.386475
	Iteration 47Q: 3 clusters Score -1738560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1738580.250000 Penalty: 3103.386475
	Iteration 48Q: 3 clusters Score -1738580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1738606.000000 Penalty: 3103.386475
	Iteration 49Q: 3 clusters Score -1738606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1738638.750000 Penalty: 3103.386475
	Iteration 50Q: 3 clusters Score -1738639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1738682.375000 Penalty: 3103.386475
	Iteration 51Q: 3 clusters Score -1738682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1738734.250000 Penalty: 3103.386475
	Iteration 52Q: 3 clusters Score -1738734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1738810.375000 Penalty: 3103.386475
	Iteration 53Q: 3 clusters Score -1738810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1738880.500000 Penalty: 3103.386475
	Iteration 54Q: 3 clusters Score -1738880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1738966.125000 Penalty: 3103.386475
	Iteration 55Q: 3 clusters Score -1738966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1739056.625000 Penalty: 3103.386475
	Iteration 56Q: 3 clusters Score -1739057 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1739131.000000 Penalty: 3103.386475
	Iteration 57Q: 3 clusters Score -1739131 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1739187.000000 Penalty: 3103.386475
	Iteration 58Q: 3 clusters Score -1739187 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1739223.375000 Penalty: 3103.386475
	Iteration 59Q: 3 clusters Score -1739223 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1739255.250000 Penalty: 3103.386475
	Iteration 60F: 3 clusters Score -1739255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1739280.500000 Penalty: 3103.386475
	Iteration 61Q: 3 clusters Score -1739280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1739291.875000 Penalty: 3103.386475
	Iteration 62Q: 3 clusters Score -1739292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1739304.875000 Penalty: 3103.386475
	Iteration 63Q: 3 clusters Score -1739305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1739314.000000 Penalty: 3103.386475
	Iteration 64Q: 3 clusters Score -1739314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1739322.625000 Penalty: 3103.386475
	Iteration 65Q: 3 clusters Score -1739323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1739327.750000 Penalty: 3103.386475
	Iteration 66Q: 3 clusters Score -1739328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1739336.375000 Penalty: 3103.386475
	Iteration 67Q: 3 clusters Score -1739336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1739338.875000 Penalty: 3103.386475
	Iteration 68Q: 3 clusters Score -1739339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1739335.875000 Penalty: 3103.386475
	Iteration 69Q: 3 clusters Score -1739336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1739340.875000 Penalty: 3103.386475
	Iteration 70Q: 3 clusters Score -1739341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1739340.000000 Penalty: 3103.386475
	Iteration 71Q: 3 clusters Score -1739340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1739339.375000 Penalty: 3103.386475
	Iteration 72Q: 3 clusters Score -1739339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1739342.875000 Penalty: 3103.386475
	Iteration 73Q: 3 clusters Score -1739343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1739345.250000 Penalty: 3103.386475
	Iteration 74Q: 3 clusters Score -1739345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1739343.125000 Penalty: 3103.386475
	Iteration 75Q: 3 clusters Score -1739343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1739342.750000 Penalty: 3103.386475
	Iteration 76Q: 3 clusters Score -1739343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1739345.375000 Penalty: 3103.386475
	Iteration 77Q: 3 clusters Score -1739345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1739345.375000 Penalty: 3103.386475
	Iteration 78F: 3 clusters Score -1739345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 143395 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 14 contains 51284 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 5720 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 6149 members 
Entering Unmasked Estep 
Score: -141598896.000000 Penalty: 68059.960938
Splitting cluster 13 changes total score from -141578736.000000 to -141598896.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (51284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Entering Unmasked Estep 
Score: -6222195.500000 Penalty: 1762.334229
	Iteration 0F: 2 clusters Score -6222196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -6187787.500000 Penalty: 3524.668457
	Iteration 0F: 3 clusters Score -6187788 nChanged 24091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6202370.500000 Penalty: 3524.668457
	Iteration 1F: 3 clusters Score -6202370 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -6204111.500000 Penalty: 3524.668457
	Iteration 2F: 3 clusters Score -6204112 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -6207064.500000 Penalty: 3524.668457
	Iteration 3F: 3 clusters Score -6207064 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -6210784.000000 Penalty: 3524.668457
	Iteration 4F: 3 clusters Score -6210784 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -6214600.000000 Penalty: 3524.668457
	Iteration 5F: 3 clusters Score -6214600 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -6217887.500000 Penalty: 3524.668457
	Iteration 6F: 3 clusters Score -6217888 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -6220349.500000 Penalty: 3524.668457
	Iteration 7F: 3 clusters Score -6220350 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -6222257.000000 Penalty: 3524.668457
	Iteration 8Q: 3 clusters Score -6222257 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6223824.000000 Penalty: 3524.668457
	Iteration 9Q: 3 clusters Score -6223824 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -6224902.000000 Penalty: 3524.668457
	Iteration 10Q: 3 clusters Score -6224902 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -6225334.000000 Penalty: 3524.668457
	Iteration 11Q: 3 clusters Score -6225334 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -6225565.000000 Penalty: 3524.668457
	Iteration 12Q: 3 clusters Score -6225565 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6225653.500000 Penalty: 3524.668457
	Iteration 13Q: 3 clusters Score -6225654 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6225705.500000 Penalty: 3524.668457
	Iteration 14Q: 3 clusters Score -6225706 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6225743.500000 Penalty: 3524.668457
	Iteration 15Q: 3 clusters Score -6225744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6225769.000000 Penalty: 3524.668457
	Iteration 16Q: 3 clusters Score -6225769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6225772.500000 Penalty: 3524.668457
	Iteration 17Q: 3 clusters Score -6225772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6225784.000000 Penalty: 3524.668457
	Iteration 18Q: 3 clusters Score -6225784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -6225785.500000 Penalty: 3524.668457
	Iteration 19Q: 3 clusters Score -6225786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6225792.500000 Penalty: 3524.668457
	Iteration 20F: 3 clusters Score -6225792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -6225798.000000 Penalty: 3524.668457
	Iteration 21Q: 3 clusters Score -6225798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -6225800.000000 Penalty: 3524.668457
	Iteration 22Q: 3 clusters Score -6225800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -6225807.000000 Penalty: 3524.668457
	Iteration 23Q: 3 clusters Score -6225807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -6225806.500000 Penalty: 3524.668457
	Iteration 24Q: 3 clusters Score -6225806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6225811.000000 Penalty: 3524.668457
	Iteration 25Q: 3 clusters Score -6225811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -6225808.500000 Penalty: 3524.668457
	Iteration 26Q: 3 clusters Score -6225808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -6225808.500000 Penalty: 3524.668457
	Iteration 27F: 3 clusters Score -6225808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 143395 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 5720 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 6149 members 
Mstep: Class 31 contains 49166 members 
Entering Unmasked Estep 
Score: -141601664.000000 Penalty: 70328.625000
Splitting cluster 14 changes total score from -141578736.000000 to -141601664.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1687150.375000 Penalty: 1548.936401
	Iteration 0F: 2 clusters Score -1687150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1677564.750000 Penalty: 3097.872803
	Iteration 0F: 3 clusters Score -1677565 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1681219.875000 Penalty: 3097.872803
	Iteration 1F: 3 clusters Score -1681220 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1681805.000000 Penalty: 3097.872803
	Iteration 2F: 3 clusters Score -1681805 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1682323.500000 Penalty: 3097.872803
	Iteration 3F: 3 clusters Score -1682324 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1682856.250000 Penalty: 3097.872803
	Iteration 4F: 3 clusters Score -1682856 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1683382.375000 Penalty: 3097.872803
	Iteration 5F: 3 clusters Score -1683382 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1683813.125000 Penalty: 3097.872803
	Iteration 6F: 3 clusters Score -1683813 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1684229.875000 Penalty: 3097.872803
	Iteration 7Q: 3 clusters Score -1684230 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1684537.125000 Penalty: 3097.872803
	Iteration 8Q: 3 clusters Score -1684537 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1684781.250000 Penalty: 3097.872803
	Iteration 9Q: 3 clusters Score -1684781 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1684955.625000 Penalty: 3097.872803
	Iteration 10Q: 3 clusters Score -1684956 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1685070.875000 Penalty: 3097.872803
	Iteration 11Q: 3 clusters Score -1685071 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1685146.375000 Penalty: 3097.872803
	Iteration 12Q: 3 clusters Score -1685146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1685213.625000 Penalty: 3097.872803
	Iteration 13Q: 3 clusters Score -1685214 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1685244.625000 Penalty: 3097.872803
	Iteration 14Q: 3 clusters Score -1685245 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1685278.875000 Penalty: 3097.872803
	Iteration 15Q: 3 clusters Score -1685279 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1685294.625000 Penalty: 3097.872803
	Iteration 16Q: 3 clusters Score -1685295 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1685313.500000 Penalty: 3097.872803
	Iteration 17Q: 3 clusters Score -1685314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1685321.500000 Penalty: 3097.872803
	Iteration 18Q: 3 clusters Score -1685322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1685325.875000 Penalty: 3097.872803
	Iteration 19Q: 3 clusters Score -1685326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1685328.875000 Penalty: 3097.872803
	Iteration 20F: 3 clusters Score -1685329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1685332.875000 Penalty: 3097.872803
	Iteration 21Q: 3 clusters Score -1685333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1685336.125000 Penalty: 3097.872803
	Iteration 22Q: 3 clusters Score -1685336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1685339.750000 Penalty: 3097.872803
	Iteration 23Q: 3 clusters Score -1685340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1685342.125000 Penalty: 3097.872803
	Iteration 24Q: 3 clusters Score -1685342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1685338.500000 Penalty: 3097.872803
	Iteration 25Q: 3 clusters Score -1685338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1685340.375000 Penalty: 3097.872803
	Iteration 26Q: 3 clusters Score -1685340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1685340.750000 Penalty: 3097.872803
	Iteration 27Q: 3 clusters Score -1685341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1685342.875000 Penalty: 3097.872803
	Iteration 28Q: 3 clusters Score -1685343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1685346.625000 Penalty: 3097.872803
	Iteration 29Q: 3 clusters Score -1685347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1685347.125000 Penalty: 3097.872803
	Iteration 30Q: 3 clusters Score -1685347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1685343.500000 Penalty: 3097.872803
	Iteration 31Q: 3 clusters Score -1685344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1685343.000000 Penalty: 3097.872803
	Iteration 32Q: 3 clusters Score -1685343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1685342.500000 Penalty: 3097.872803
	Iteration 33Q: 3 clusters Score -1685342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1685342.500000 Penalty: 3097.872803
	Iteration 34F: 3 clusters Score -1685342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Entering Unmasked Estep 
Score: -1398244.375000 Penalty: 1526.293945
	Iteration 0F: 2 clusters Score -1398244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1389845.625000 Penalty: 3052.587891
	Iteration 0F: 3 clusters Score -1389846 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1392735.500000 Penalty: 3052.587891
	Iteration 1F: 3 clusters Score -1392736 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1393276.125000 Penalty: 3052.587891
	Iteration 2F: 3 clusters Score -1393276 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1393984.750000 Penalty: 3052.587891
	Iteration 3F: 3 clusters Score -1393985 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1394811.000000 Penalty: 3052.587891
	Iteration 4F: 3 clusters Score -1394811 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1395687.250000 Penalty: 3052.587891
	Iteration 5F: 3 clusters Score -1395687 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1396447.375000 Penalty: 3052.587891
	Iteration 6F: 3 clusters Score -1396447 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1396967.125000 Penalty: 3052.587891
	Iteration 7F: 3 clusters Score -1396967 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1397235.625000 Penalty: 3052.587891
	Iteration 8Q: 3 clusters Score -1397236 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1397370.750000 Penalty: 3052.587891
	Iteration 9Q: 3 clusters Score -1397371 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1397479.750000 Penalty: 3052.587891
	Iteration 10Q: 3 clusters Score -1397480 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1397540.250000 Penalty: 3052.587891
	Iteration 11Q: 3 clusters Score -1397540 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1397586.250000 Penalty: 3052.587891
	Iteration 12Q: 3 clusters Score -1397586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1397615.125000 Penalty: 3052.587891
	Iteration 13Q: 3 clusters Score -1397615 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1397636.500000 Penalty: 3052.587891
	Iteration 14Q: 3 clusters Score -1397636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1397647.875000 Penalty: 3052.587891
	Iteration 15Q: 3 clusters Score -1397648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1397660.875000 Penalty: 3052.587891
	Iteration 16Q: 3 clusters Score -1397661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1397676.000000 Penalty: 3052.587891
	Iteration 17Q: 3 clusters Score -1397676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1397687.625000 Penalty: 3052.587891
	Iteration 18Q: 3 clusters Score -1397688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1397697.875000 Penalty: 3052.587891
	Iteration 19Q: 3 clusters Score -1397698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1397706.875000 Penalty: 3052.587891
	Iteration 20F: 3 clusters Score -1397707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1397714.125000 Penalty: 3052.587891
	Iteration 21Q: 3 clusters Score -1397714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1397716.250000 Penalty: 3052.587891
	Iteration 22Q: 3 clusters Score -1397716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1397726.500000 Penalty: 3052.587891
	Iteration 23Q: 3 clusters Score -1397726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1397733.000000 Penalty: 3052.587891
	Iteration 24Q: 3 clusters Score -1397733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1397735.750000 Penalty: 3052.587891
	Iteration 25Q: 3 clusters Score -1397736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1397739.500000 Penalty: 3052.587891
	Iteration 26Q: 3 clusters Score -1397740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1397739.375000 Penalty: 3052.587891
	Iteration 27Q: 3 clusters Score -1397739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1397747.875000 Penalty: 3052.587891
	Iteration 28Q: 3 clusters Score -1397748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1397752.125000 Penalty: 3052.587891
	Iteration 29Q: 3 clusters Score -1397752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1397750.250000 Penalty: 3052.587891
	Iteration 30Q: 3 clusters Score -1397750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1397751.750000 Penalty: 3052.587891
	Iteration 31Q: 3 clusters Score -1397752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1397755.625000 Penalty: 3052.587891
	Iteration 32Q: 3 clusters Score -1397756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1397755.500000 Penalty: 3052.587891
	Iteration 33Q: 3 clusters Score -1397756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1397759.875000 Penalty: 3052.587891
	Iteration 34Q: 3 clusters Score -1397760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1397764.875000 Penalty: 3052.587891
	Iteration 35Q: 3 clusters Score -1397765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1397765.875000 Penalty: 3052.587891
	Iteration 36Q: 3 clusters Score -1397766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1397767.750000 Penalty: 3052.587891
	Iteration 37Q: 3 clusters Score -1397768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1397769.250000 Penalty: 3052.587891
	Iteration 38Q: 3 clusters Score -1397769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1397769.375000 Penalty: 3052.587891
	Iteration 39Q: 3 clusters Score -1397769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1397770.125000 Penalty: 3052.587891
	Iteration 40F: 3 clusters Score -1397770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1397769.500000 Penalty: 3052.587891
	Iteration 41Q: 3 clusters Score -1397770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1397770.500000 Penalty: 3052.587891
	Iteration 42Q: 3 clusters Score -1397770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1397775.750000 Penalty: 3052.587891
	Iteration 43Q: 3 clusters Score -1397776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1397773.625000 Penalty: 3052.587891
	Iteration 44Q: 3 clusters Score -1397774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1397777.375000 Penalty: 3052.587891
	Iteration 45Q: 3 clusters Score -1397777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1397778.750000 Penalty: 3052.587891
	Iteration 46Q: 3 clusters Score -1397779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1397779.875000 Penalty: 3052.587891
	Iteration 47Q: 3 clusters Score -1397780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1397777.625000 Penalty: 3052.587891
	Iteration 48Q: 3 clusters Score -1397778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1397780.500000 Penalty: 3052.587891
	Iteration 49Q: 3 clusters Score -1397780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1397778.875000 Penalty: 3052.587891
	Iteration 50Q: 3 clusters Score -1397779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1397780.375000 Penalty: 3052.587891
	Iteration 51Q: 3 clusters Score -1397780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1397782.250000 Penalty: 3052.587891
	Iteration 52Q: 3 clusters Score -1397782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1397781.875000 Penalty: 3052.587891
	Iteration 53Q: 3 clusters Score -1397782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1397782.625000 Penalty: 3052.587891
	Iteration 54Q: 3 clusters Score -1397783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1397782.250000 Penalty: 3052.587891
	Iteration 55Q: 3 clusters Score -1397782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1397780.750000 Penalty: 3052.587891
	Iteration 56Q: 3 clusters Score -1397781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1397781.500000 Penalty: 3052.587891
	Iteration 57Q: 3 clusters Score -1397782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1397782.000000 Penalty: 3052.587891
	Iteration 58Q: 3 clusters Score -1397782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1397782.125000 Penalty: 3052.587891
	Iteration 59Q: 3 clusters Score -1397782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1397783.500000 Penalty: 3052.587891
	Iteration 60F: 3 clusters Score -1397784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1397784.500000 Penalty: 3052.587891
	Iteration 61Q: 3 clusters Score -1397784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1397781.375000 Penalty: 3052.587891
	Iteration 62Q: 3 clusters Score -1397781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1397783.250000 Penalty: 3052.587891
	Iteration 63Q: 3 clusters Score -1397783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1397782.750000 Penalty: 3052.587891
	Iteration 64Q: 3 clusters Score -1397783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1397782.750000 Penalty: 3052.587891
	Iteration 65F: 3 clusters Score -1397783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Entering Unmasked Estep 
Score: -3072596.500000 Penalty: 1647.522461
	Iteration 0F: 2 clusters Score -3072596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3055633.500000 Penalty: 3295.044922
	Iteration 0F: 3 clusters Score -3055634 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3061915.500000 Penalty: 3295.044922
	Iteration 1F: 3 clusters Score -3061916 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3062459.500000 Penalty: 3295.044922
	Iteration 2F: 3 clusters Score -3062460 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3062930.750000 Penalty: 3295.044922
	Iteration 3Q: 3 clusters Score -3062931 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3063501.000000 Penalty: 3295.044922
	Iteration 4Q: 3 clusters Score -3063501 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3064065.500000 Penalty: 3295.044922
	Iteration 5Q: 3 clusters Score -3064066 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3064688.500000 Penalty: 3295.044922
	Iteration 6Q: 3 clusters Score -3064688 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3065422.250000 Penalty: 3295.044922
	Iteration 7Q: 3 clusters Score -3065422 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3066242.750000 Penalty: 3295.044922
	Iteration 8Q: 3 clusters Score -3066243 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3066997.250000 Penalty: 3295.044922
	Iteration 9Q: 3 clusters Score -3066997 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3067740.750000 Penalty: 3295.044922
	Iteration 10Q: 3 clusters Score -3067741 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3068415.250000 Penalty: 3295.044922
	Iteration 11Q: 3 clusters Score -3068415 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3068991.000000 Penalty: 3295.044922
	Iteration 12Q: 3 clusters Score -3068991 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3069493.000000 Penalty: 3295.044922
	Iteration 13Q: 3 clusters Score -3069493 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3069927.500000 Penalty: 3295.044922
	Iteration 14Q: 3 clusters Score -3069928 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3070308.750000 Penalty: 3295.044922
	Iteration 15Q: 3 clusters Score -3070309 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3070597.250000 Penalty: 3295.044922
	Iteration 16Q: 3 clusters Score -3070597 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3070768.000000 Penalty: 3295.044922
	Iteration 17Q: 3 clusters Score -3070768 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3070879.750000 Penalty: 3295.044922
	Iteration 18Q: 3 clusters Score -3070880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3070970.500000 Penalty: 3295.044922
	Iteration 19Q: 3 clusters Score -3070970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3071031.000000 Penalty: 3295.044922
	Iteration 20F: 3 clusters Score -3071031 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3071088.750000 Penalty: 3295.044922
	Iteration 21Q: 3 clusters Score -3071089 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3071140.500000 Penalty: 3295.044922
	Iteration 22Q: 3 clusters Score -3071140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3071184.000000 Penalty: 3295.044922
	Iteration 23Q: 3 clusters Score -3071184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3071216.750000 Penalty: 3295.044922
	Iteration 24Q: 3 clusters Score -3071217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3071235.750000 Penalty: 3295.044922
	Iteration 25Q: 3 clusters Score -3071236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3071257.000000 Penalty: 3295.044922
	Iteration 26Q: 3 clusters Score -3071257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3071263.500000 Penalty: 3295.044922
	Iteration 27Q: 3 clusters Score -3071264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3071277.000000 Penalty: 3295.044922
	Iteration 28Q: 3 clusters Score -3071277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3071280.000000 Penalty: 3295.044922
	Iteration 29Q: 3 clusters Score -3071280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3071281.500000 Penalty: 3295.044922
	Iteration 30Q: 3 clusters Score -3071282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3071290.500000 Penalty: 3295.044922
	Iteration 31Q: 3 clusters Score -3071290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3071292.750000 Penalty: 3295.044922
	Iteration 32Q: 3 clusters Score -3071293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3071297.500000 Penalty: 3295.044922
	Iteration 33Q: 3 clusters Score -3071298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3071302.750000 Penalty: 3295.044922
	Iteration 34Q: 3 clusters Score -3071303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3071309.000000 Penalty: 3295.044922
	Iteration 35Q: 3 clusters Score -3071309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3071311.500000 Penalty: 3295.044922
	Iteration 36Q: 3 clusters Score -3071312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3071315.250000 Penalty: 3295.044922
	Iteration 37Q: 3 clusters Score -3071315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3071320.500000 Penalty: 3295.044922
	Iteration 38Q: 3 clusters Score -3071320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3071331.250000 Penalty: 3295.044922
	Iteration 39Q: 3 clusters Score -3071331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3071336.250000 Penalty: 3295.044922
	Iteration 40F: 3 clusters Score -3071336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3071336.250000 Penalty: 3295.044922
	Iteration 41Q: 3 clusters Score -3071336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3071343.250000 Penalty: 3295.044922
	Iteration 42Q: 3 clusters Score -3071343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3071341.500000 Penalty: 3295.044922
	Iteration 43Q: 3 clusters Score -3071342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3071344.500000 Penalty: 3295.044922
	Iteration 44Q: 3 clusters Score -3071344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3071342.750000 Penalty: 3295.044922
	Iteration 45Q: 3 clusters Score -3071343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3071342.000000 Penalty: 3295.044922
	Iteration 46Q: 3 clusters Score -3071342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3071344.750000 Penalty: 3295.044922
	Iteration 47Q: 3 clusters Score -3071345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3071342.000000 Penalty: 3295.044922
	Iteration 48Q: 3 clusters Score -3071342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3071342.000000 Penalty: 3295.044922
	Iteration 49F: 3 clusters Score -3071342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -66435.015625 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -66435.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -65381.792969 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -65381.79 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -68030.843750 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -68030.84 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -70072.515625 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -70072.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -71062.226562 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -71062.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71722.546875 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -71722.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72244.304688 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -72244.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72458.085938 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -72458.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -72555.921875 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -72555.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -72614.875000 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -72614.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -72649.562500 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -72649.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72681.382812 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -72681.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -72687.835938 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -72687.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72689.703125 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -72689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72689.703125 Penalty: 2277.764160
	Iteration 13F: 3 clusters Score -72689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 143395 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 5720 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 6149 members 
Mstep: Class 31 contains 49166 members 
Mstep: Class 32 contains 623 members 
Entering Unmasked Estep 
Score: -141606352.000000 Penalty: 72597.289062
Splitting cluster 19 changes total score from -141578736.000000 to -141606352.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (137832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137832 members 
Entering Unmasked Estep 
Score: -17332792.000000 Penalty: 1922.990967
	Iteration 0F: 2 clusters Score -1.733279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -17253486.000000 Penalty: 3845.981934
	Iteration 0F: 3 clusters Score -1.725349e+07 nChanged 66473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -17292454.000000 Penalty: 3845.981934
	Iteration 1F: 3 clusters Score -1.729245e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -17293876.000000 Penalty: 3845.981934
	Iteration 2Q: 3 clusters Score -1.729388e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -17296320.000000 Penalty: 3845.981934
	Iteration 3Q: 3 clusters Score -1.729632e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -17300212.000000 Penalty: 3845.981934
	Iteration 4F: 3 clusters Score -1.730021e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -17306536.000000 Penalty: 3845.981934
	Iteration 5F: 3 clusters Score -1.730654e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -17315722.000000 Penalty: 3845.981934
	Iteration 6F: 3 clusters Score -1.731572e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -17323488.000000 Penalty: 3845.981934
	Iteration 7F: 3 clusters Score -1.732349e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126670 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -17328074.000000 Penalty: 3845.981934
	Iteration 8F: 3 clusters Score -1.732807e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131864 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -17329946.000000 Penalty: 3845.981934
	Iteration 9Q: 3 clusters Score -1.732995e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -17330844.000000 Penalty: 3845.981934
	Iteration 10Q: 3 clusters Score -1.733084e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -17331050.000000 Penalty: 3845.981934
	Iteration 11Q: 3 clusters Score -1.733105e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136589 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17331312.000000 Penalty: 3845.981934
	Iteration 12Q: 3 clusters Score -1.733131e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -17331446.000000 Penalty: 3845.981934
	Iteration 13Q: 3 clusters Score -1.733145e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -17331502.000000 Penalty: 3845.981934
	Iteration 14Q: 3 clusters Score -1.73315e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137068 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -17331512.000000 Penalty: 3845.981934
	Iteration 15Q: 3 clusters Score -1.733151e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -17331516.000000 Penalty: 3845.981934
	Iteration 16Q: 3 clusters Score -1.733152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137126 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -17331544.000000 Penalty: 3845.981934
	Iteration 17Q: 3 clusters Score -1.733154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -17331560.000000 Penalty: 3845.981934
	Iteration 18Q: 3 clusters Score -1.733156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -17331562.000000 Penalty: 3845.981934
	Iteration 19Q: 3 clusters Score -1.733156e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137173 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -17331566.000000 Penalty: 3845.981934
	Iteration 20F: 3 clusters Score -1.733157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137180 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17331586.000000 Penalty: 3845.981934
	Iteration 21Q: 3 clusters Score -1.733159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -17331594.000000 Penalty: 3845.981934
	Iteration 22Q: 3 clusters Score -1.733159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137185 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -17331594.000000 Penalty: 3845.981934
	Iteration 23Q: 3 clusters Score -1.733159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137190 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -17331604.000000 Penalty: 3845.981934
	Iteration 24Q: 3 clusters Score -1.73316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -17331596.000000 Penalty: 3845.981934
	Iteration 25Q: 3 clusters Score -1.73316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137200 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -17331606.000000 Penalty: 3845.981934
	Iteration 26Q: 3 clusters Score -1.733161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -17331604.000000 Penalty: 3845.981934
	Iteration 27Q: 3 clusters Score -1.73316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137200 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -17331602.000000 Penalty: 3845.981934
	Iteration 28Q: 3 clusters Score -1.73316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17331598.000000 Penalty: 3845.981934
	Iteration 29Q: 3 clusters Score -1.73316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137203 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -17331594.000000 Penalty: 3845.981934
	Iteration 30Q: 3 clusters Score -1.733159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -17331608.000000 Penalty: 3845.981934
	Iteration 31Q: 3 clusters Score -1.733161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137205 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -17331618.000000 Penalty: 3845.981934
	Iteration 32Q: 3 clusters Score -1.733162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137207 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -17331610.000000 Penalty: 3845.981934
	Iteration 33Q: 3 clusters Score -1.733161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137213 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17331628.000000 Penalty: 3845.981934
	Iteration 34Q: 3 clusters Score -1.733163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137218 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -17331626.000000 Penalty: 3845.981934
	Iteration 35Q: 3 clusters Score -1.733163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -17331622.000000 Penalty: 3845.981934
	Iteration 36Q: 3 clusters Score -1.733162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -17331628.000000 Penalty: 3845.981934
	Iteration 37Q: 3 clusters Score -1.733163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -17331622.000000 Penalty: 3845.981934
	Iteration 38Q: 3 clusters Score -1.733162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137216 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -17331620.000000 Penalty: 3845.981934
	Iteration 39Q: 3 clusters Score -1.733162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -17331628.000000 Penalty: 3845.981934
	Iteration 40F: 3 clusters Score -1.733163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137212 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -17331626.000000 Penalty: 3845.981934
	Iteration 41Q: 3 clusters Score -1.733163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17331628.000000 Penalty: 3845.981934
	Iteration 42Q: 3 clusters Score -1.733163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17331628.000000 Penalty: 3845.981934
	Iteration 43F: 3 clusters Score -1.733163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (130269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130269 members 
Entering Unmasked Estep 
Score: -16408917.000000 Penalty: 1913.820557
	Iteration 0F: 2 clusters Score -1.640892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -16329754.000000 Penalty: 3827.641113
	Iteration 0F: 3 clusters Score -1.632975e+07 nChanged 62645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -16366311.000000 Penalty: 3827.641113
	Iteration 1F: 3 clusters Score -1.636631e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -16367171.000000 Penalty: 3827.641113
	Iteration 2Q: 3 clusters Score -1.636717e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -16368335.000000 Penalty: 3827.641113
	Iteration 3Q: 3 clusters Score -1.636834e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -16370135.000000 Penalty: 3827.641113
	Iteration 4Q: 3 clusters Score -1.637014e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -16372951.000000 Penalty: 3827.641113
	Iteration 5Q: 3 clusters Score -1.637295e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -16377516.000000 Penalty: 3827.641113
	Iteration 6F: 3 clusters Score -1.637752e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -16383957.000000 Penalty: 3827.641113
	Iteration 7F: 3 clusters Score -1.638396e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -16391238.000000 Penalty: 3827.641113
	Iteration 8F: 3 clusters Score -1.639124e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -16397728.000000 Penalty: 3827.641113
	Iteration 9F: 3 clusters Score -1.639773e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114940 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -16401752.000000 Penalty: 3827.641113
	Iteration 10Q: 3 clusters Score -1.640175e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -16403991.000000 Penalty: 3827.641113
	Iteration 11Q: 3 clusters Score -1.640399e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -16405193.000000 Penalty: 3827.641113
	Iteration 12Q: 3 clusters Score -1.640519e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -16405859.000000 Penalty: 3827.641113
	Iteration 13Q: 3 clusters Score -1.640586e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -16406507.000000 Penalty: 3827.641113
	Iteration 14Q: 3 clusters Score -1.640651e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124631 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -16406882.000000 Penalty: 3827.641113
	Iteration 15Q: 3 clusters Score -1.640688e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -16407254.000000 Penalty: 3827.641113
	Iteration 16Q: 3 clusters Score -1.640725e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -16407517.000000 Penalty: 3827.641113
	Iteration 17Q: 3 clusters Score -1.640752e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125942 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -16407737.000000 Penalty: 3827.641113
	Iteration 18Q: 3 clusters Score -1.640774e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -16407809.000000 Penalty: 3827.641113
	Iteration 19Q: 3 clusters Score -1.640781e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -16407904.000000 Penalty: 3827.641113
	Iteration 20F: 3 clusters Score -1.64079e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -16407955.000000 Penalty: 3827.641113
	Iteration 21Q: 3 clusters Score -1.640796e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126480 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -16407992.000000 Penalty: 3827.641113
	Iteration 22Q: 3 clusters Score -1.640799e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126567 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -16408015.000000 Penalty: 3827.641113
	Iteration 23Q: 3 clusters Score -1.640802e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -16408030.000000 Penalty: 3827.641113
	Iteration 24Q: 3 clusters Score -1.640803e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -16408063.000000 Penalty: 3827.641113
	Iteration 25Q: 3 clusters Score -1.640806e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126700 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -16408054.000000 Penalty: 3827.641113
	Iteration 26Q: 3 clusters Score -1.640805e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -16408067.000000 Penalty: 3827.641113
	Iteration 27Q: 3 clusters Score -1.640807e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -16408089.000000 Penalty: 3827.641113
	Iteration 28Q: 3 clusters Score -1.640809e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126757 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -16408121.000000 Penalty: 3827.641113
	Iteration 29Q: 3 clusters Score -1.640812e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126753 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -16408135.000000 Penalty: 3827.641113
	Iteration 30Q: 3 clusters Score -1.640814e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -16408195.000000 Penalty: 3827.641113
	Iteration 31Q: 3 clusters Score -1.64082e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -16408196.000000 Penalty: 3827.641113
	Iteration 32Q: 3 clusters Score -1.64082e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -16408220.000000 Penalty: 3827.641113
	Iteration 33Q: 3 clusters Score -1.640822e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -16408230.000000 Penalty: 3827.641113
	Iteration 34Q: 3 clusters Score -1.640823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -16408247.000000 Penalty: 3827.641113
	Iteration 35Q: 3 clusters Score -1.640825e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126774 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -16408258.000000 Penalty: 3827.641113
	Iteration 36Q: 3 clusters Score -1.640826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126767 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -16408265.000000 Penalty: 3827.641113
	Iteration 37Q: 3 clusters Score -1.640826e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -16408297.000000 Penalty: 3827.641113
	Iteration 38Q: 3 clusters Score -1.64083e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -16408298.000000 Penalty: 3827.641113
	Iteration 39Q: 3 clusters Score -1.64083e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -16408313.000000 Penalty: 3827.641113
	Iteration 40F: 3 clusters Score -1.640831e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126737 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -16408318.000000 Penalty: 3827.641113
	Iteration 41Q: 3 clusters Score -1.640832e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -16408342.000000 Penalty: 3827.641113
	Iteration 42Q: 3 clusters Score -1.640834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126706 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -16408335.000000 Penalty: 3827.641113
	Iteration 43Q: 3 clusters Score -1.640834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -16408341.000000 Penalty: 3827.641113
	Iteration 44Q: 3 clusters Score -1.640834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126678 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -16408335.000000 Penalty: 3827.641113
	Iteration 45Q: 3 clusters Score -1.640834e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126667 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -16408344.000000 Penalty: 3827.641113
	Iteration 46Q: 3 clusters Score -1.640834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -16408335.000000 Penalty: 3827.641113
	Iteration 47Q: 3 clusters Score -1.640834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126664 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -16408346.000000 Penalty: 3827.641113
	Iteration 48Q: 3 clusters Score -1.640835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -16408338.000000 Penalty: 3827.641113
	Iteration 49Q: 3 clusters Score -1.640834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -16408334.000000 Penalty: 3827.641113
	Iteration 50Q: 3 clusters Score -1.640833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -16408349.000000 Penalty: 3827.641113
	Iteration 51Q: 3 clusters Score -1.640835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -16408374.000000 Penalty: 3827.641113
	Iteration 52Q: 3 clusters Score -1.640837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16408379.000000 Penalty: 3827.641113
	Iteration 53Q: 3 clusters Score -1.640838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126651 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -16408397.000000 Penalty: 3827.641113
	Iteration 54Q: 3 clusters Score -1.64084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -16408409.000000 Penalty: 3827.641113
	Iteration 55Q: 3 clusters Score -1.640841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126651 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -16408409.000000 Penalty: 3827.641113
	Iteration 56Q: 3 clusters Score -1.640841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16408430.000000 Penalty: 3827.641113
	Iteration 57Q: 3 clusters Score -1.640843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -16408432.000000 Penalty: 3827.641113
	Iteration 58Q: 3 clusters Score -1.640843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -16408429.000000 Penalty: 3827.641113
	Iteration 59Q: 3 clusters Score -1.640843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -16408437.000000 Penalty: 3827.641113
	Iteration 60F: 3 clusters Score -1.640844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -16408451.000000 Penalty: 3827.641113
	Iteration 61Q: 3 clusters Score -1.640845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -16408452.000000 Penalty: 3827.641113
	Iteration 62Q: 3 clusters Score -1.640845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126678 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -16408434.000000 Penalty: 3827.641113
	Iteration 63Q: 3 clusters Score -1.640843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126686 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -16408459.000000 Penalty: 3827.641113
	Iteration 64Q: 3 clusters Score -1.640846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126689 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -16408467.000000 Penalty: 3827.641113
	Iteration 65Q: 3 clusters Score -1.640847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -16408456.000000 Penalty: 3827.641113
	Iteration 66Q: 3 clusters Score -1.640846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -16408445.000000 Penalty: 3827.641113
	Iteration 67Q: 3 clusters Score -1.640844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -16408449.000000 Penalty: 3827.641113
	Iteration 68Q: 3 clusters Score -1.640845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126689 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -16408444.000000 Penalty: 3827.641113
	Iteration 69Q: 3 clusters Score -1.640844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -16408452.000000 Penalty: 3827.641113
	Iteration 70Q: 3 clusters Score -1.640845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -16408439.000000 Penalty: 3827.641113
	Iteration 71Q: 3 clusters Score -1.640844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -16408448.000000 Penalty: 3827.641113
	Iteration 72Q: 3 clusters Score -1.640845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -16408434.000000 Penalty: 3827.641113
	Iteration 73Q: 3 clusters Score -1.640843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -16408441.000000 Penalty: 3827.641113
	Iteration 74Q: 3 clusters Score -1.640844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126683 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -16408425.000000 Penalty: 3827.641113
	Iteration 75Q: 3 clusters Score -1.640842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -16408445.000000 Penalty: 3827.641113
	Iteration 76Q: 3 clusters Score -1.640844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126675 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -16408438.000000 Penalty: 3827.641113
	Iteration 77Q: 3 clusters Score -1.640844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -16408440.000000 Penalty: 3827.641113
	Iteration 78Q: 3 clusters Score -1.640844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126662 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -16408458.000000 Penalty: 3827.641113
	Iteration 79Q: 3 clusters Score -1.640846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -16408459.000000 Penalty: 3827.641113
	Iteration 80F: 3 clusters Score -1.640846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -16408451.000000 Penalty: 3827.641113
	Iteration 81Q: 3 clusters Score -1.640845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -16408452.000000 Penalty: 3827.641113
	Iteration 82Q: 3 clusters Score -1.640845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16408446.000000 Penalty: 3827.641113
	Iteration 83Q: 3 clusters Score -1.640845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -16408441.000000 Penalty: 3827.641113
	Iteration 84Q: 3 clusters Score -1.640844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -16408452.000000 Penalty: 3827.641113
	Iteration 85Q: 3 clusters Score -1.640845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16408449.000000 Penalty: 3827.641113
	Iteration 86Q: 3 clusters Score -1.640845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16408449.000000 Penalty: 3827.641113
	Iteration 87F: 3 clusters Score -1.640845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -629587.437500 Penalty: 1395.674927
	Iteration 0F: 2 clusters Score -629587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -625442.375000 Penalty: 2791.349854
	Iteration 0F: 3 clusters Score -625442.4 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -626930.750000 Penalty: 2791.349854
	Iteration 1F: 3 clusters Score -626930.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -627725.312500 Penalty: 2791.349854
	Iteration 2F: 3 clusters Score -627725.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -628989.250000 Penalty: 2791.349854
	Iteration 3F: 3 clusters Score -628989.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -630110.250000 Penalty: 2791.349854
	Iteration 4F: 3 clusters Score -630110.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -630714.500000 Penalty: 2791.349854
	Iteration 5F: 3 clusters Score -630714.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -630895.812500 Penalty: 2791.349854
	Iteration 6Q: 3 clusters Score -630895.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -630948.062500 Penalty: 2791.349854
	Iteration 7Q: 3 clusters Score -630948.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -630969.062500 Penalty: 2791.349854
	Iteration 8Q: 3 clusters Score -630969.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -630980.687500 Penalty: 2791.349854
	Iteration 9Q: 3 clusters Score -630980.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -630986.312500 Penalty: 2791.349854
	Iteration 10Q: 3 clusters Score -630986.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -630990.937500 Penalty: 2791.349854
	Iteration 11Q: 3 clusters Score -630990.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -630993.250000 Penalty: 2791.349854
	Iteration 12Q: 3 clusters Score -630993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -630995.437500 Penalty: 2791.349854
	Iteration 13Q: 3 clusters Score -630995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -630998.875000 Penalty: 2791.349854
	Iteration 14Q: 3 clusters Score -630998.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -631001.437500 Penalty: 2791.349854
	Iteration 15Q: 3 clusters Score -631001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -631003.875000 Penalty: 2791.349854
	Iteration 16Q: 3 clusters Score -631003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -631004.062500 Penalty: 2791.349854
	Iteration 17Q: 3 clusters Score -631004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -631004.375000 Penalty: 2791.349854
	Iteration 18Q: 3 clusters Score -631004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -631004.375000 Penalty: 2791.349854
	Iteration 19F: 3 clusters Score -631004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 143395 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 107958 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 2794 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 5720 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 6149 members 
Mstep: Class 31 contains 49166 members 
Mstep: Class 32 contains 623 members 
Mstep: Class 33 contains 2577 members 
Entering Unmasked Estep 
Score: -141607296.000000 Penalty: 74865.953125
Splitting cluster 22 changes total score from -141578736.000000 to -141607296.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (27403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Entering Unmasked Estep 
Score: -3473274.250000 Penalty: 1660.491211
	Iteration 0F: 2 clusters Score -3473274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3454768.750000 Penalty: 3320.982422
	Iteration 0F: 3 clusters Score -3454769 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3462032.000000 Penalty: 3320.982422
	Iteration 1F: 3 clusters Score -3462032 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3462816.500000 Penalty: 3320.982422
	Iteration 2F: 3 clusters Score -3462816 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3463867.750000 Penalty: 3320.982422
	Iteration 3F: 3 clusters Score -3463868 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3465208.250000 Penalty: 3320.982422
	Iteration 4F: 3 clusters Score -3465208 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3466737.750000 Penalty: 3320.982422
	Iteration 5F: 3 clusters Score -3466738 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3468157.750000 Penalty: 3320.982422
	Iteration 6F: 3 clusters Score -3468158 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3469285.750000 Penalty: 3320.982422
	Iteration 7Q: 3 clusters Score -3469286 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3469981.000000 Penalty: 3320.982422
	Iteration 8Q: 3 clusters Score -3469981 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3470367.750000 Penalty: 3320.982422
	Iteration 9Q: 3 clusters Score -3470368 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3470614.250000 Penalty: 3320.982422
	Iteration 10Q: 3 clusters Score -3470614 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3470778.500000 Penalty: 3320.982422
	Iteration 11Q: 3 clusters Score -3470778 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3470901.500000 Penalty: 3320.982422
	Iteration 12Q: 3 clusters Score -3470902 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3471023.500000 Penalty: 3320.982422
	Iteration 13Q: 3 clusters Score -3471024 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3471110.250000 Penalty: 3320.982422
	Iteration 14Q: 3 clusters Score -3471110 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3471196.500000 Penalty: 3320.982422
	Iteration 15Q: 3 clusters Score -3471196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3471276.750000 Penalty: 3320.982422
	Iteration 16Q: 3 clusters Score -3471277 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3471353.500000 Penalty: 3320.982422
	Iteration 17Q: 3 clusters Score -3471354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3471423.000000 Penalty: 3320.982422
	Iteration 18Q: 3 clusters Score -3471423 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3471494.250000 Penalty: 3320.982422
	Iteration 19Q: 3 clusters Score -3471494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3471540.000000 Penalty: 3320.982422
	Iteration 20F: 3 clusters Score -3471540 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3471602.500000 Penalty: 3320.982422
	Iteration 21Q: 3 clusters Score -3471602 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3471688.500000 Penalty: 3320.982422
	Iteration 22Q: 3 clusters Score -3471688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3471742.000000 Penalty: 3320.982422
	Iteration 23Q: 3 clusters Score -3471742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3471778.500000 Penalty: 3320.982422
	Iteration 24Q: 3 clusters Score -3471778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3471823.250000 Penalty: 3320.982422
	Iteration 25Q: 3 clusters Score -3471823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3471881.000000 Penalty: 3320.982422
	Iteration 26Q: 3 clusters Score -3471881 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3471892.750000 Penalty: 3320.982422
	Iteration 27Q: 3 clusters Score -3471893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3471928.250000 Penalty: 3320.982422
	Iteration 28Q: 3 clusters Score -3471928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3471945.750000 Penalty: 3320.982422
	Iteration 29Q: 3 clusters Score -3471946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3471959.000000 Penalty: 3320.982422
	Iteration 30Q: 3 clusters Score -3471959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3471976.500000 Penalty: 3320.982422
	Iteration 31Q: 3 clusters Score -3471976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3471990.000000 Penalty: 3320.982422
	Iteration 32Q: 3 clusters Score -3471990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3471996.250000 Penalty: 3320.982422
	Iteration 33Q: 3 clusters Score -3471996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3472001.000000 Penalty: 3320.982422
	Iteration 34Q: 3 clusters Score -3472001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3472010.750000 Penalty: 3320.982422
	Iteration 35Q: 3 clusters Score -3472011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3472026.000000 Penalty: 3320.982422
	Iteration 36Q: 3 clusters Score -3472026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3472030.500000 Penalty: 3320.982422
	Iteration 37Q: 3 clusters Score -3472030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3472028.750000 Penalty: 3320.982422
	Iteration 38Q: 3 clusters Score -3472029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3472029.500000 Penalty: 3320.982422
	Iteration 39Q: 3 clusters Score -3472030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3472031.750000 Penalty: 3320.982422
	Iteration 40F: 3 clusters Score -3472032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3472035.500000 Penalty: 3320.982422
	Iteration 41Q: 3 clusters Score -3472036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3472047.000000 Penalty: 3320.982422
	Iteration 42Q: 3 clusters Score -3472047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3472055.000000 Penalty: 3320.982422
	Iteration 43Q: 3 clusters Score -3472055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3472060.500000 Penalty: 3320.982422
	Iteration 44Q: 3 clusters Score -3472060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3472065.750000 Penalty: 3320.982422
	Iteration 45Q: 3 clusters Score -3472066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3472073.000000 Penalty: 3320.982422
	Iteration 46Q: 3 clusters Score -3472073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3472080.000000 Penalty: 3320.982422
	Iteration 47Q: 3 clusters Score -3472080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3472089.000000 Penalty: 3320.982422
	Iteration 48Q: 3 clusters Score -3472089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3472090.750000 Penalty: 3320.982422
	Iteration 49Q: 3 clusters Score -3472091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3472087.250000 Penalty: 3320.982422
	Iteration 50Q: 3 clusters Score -3472087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3472085.750000 Penalty: 3320.982422
	Iteration 51Q: 3 clusters Score -3472086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3472089.750000 Penalty: 3320.982422
	Iteration 52Q: 3 clusters Score -3472090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3472087.500000 Penalty: 3320.982422
	Iteration 53Q: 3 clusters Score -3472088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3472092.500000 Penalty: 3320.982422
	Iteration 54Q: 3 clusters Score -3472092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3472094.750000 Penalty: 3320.982422
	Iteration 55Q: 3 clusters Score -3472095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3472095.000000 Penalty: 3320.982422
	Iteration 56Q: 3 clusters Score -3472095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3472101.750000 Penalty: 3320.982422
	Iteration 57Q: 3 clusters Score -3472102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3472099.500000 Penalty: 3320.982422
	Iteration 58Q: 3 clusters Score -3472100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3472098.500000 Penalty: 3320.982422
	Iteration 59Q: 3 clusters Score -3472098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3472100.000000 Penalty: 3320.982422
	Iteration 60F: 3 clusters Score -3472100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 126968 members 
Mstep: Class 3 contains 53748 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 143395 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 119510 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 137832 members 
Mstep: Class 21 contains 130269 members 
Mstep: Class 22 contains 2794 members 
Mstep: Class 23 contains 27403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141625024.000000 Penalty: 74865.953125
Iteration 39Q: 34 clusters Score -1.41625e+08 nChanged 38284
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 131353 members 
Mstep: Class 2 contains 126192 members 
Mstep: Class 3 contains 62382 members 
Mstep: Class 4 contains 3172 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 14545 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 145764 members 
Mstep: Class 11 contains 678 members 
Mstep: Class 12 contains 118447 members 
Mstep: Class 13 contains 7812 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 13784 members 
Mstep: Class 16 contains 103136 members 
Mstep: Class 17 contains 11953 members 
Mstep: Class 18 contains 25364 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 136452 members 
Mstep: Class 21 contains 128379 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 27570 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 1061 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 5378 members 
Mstep: Class 28 contains 8597 members 
Mstep: Class 29 contains 412 members 
Mstep: Class 30 contains 5371 members 
Mstep: Class 31 contains 48415 members 
Mstep: Class 32 contains 614 members 
Mstep: Class 33 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141639392.000000 Penalty: 74865.953125
Iteration 40F: 34 clusters Score -1.416394e+08 nChanged 31168
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 130415 members 
Mstep: Class 2 contains 125053 members 
Mstep: Class 3 contains 68986 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 11516 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 14321 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 145531 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 116097 members 
Mstep: Class 13 contains 7767 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 13400 members 
Mstep: Class 16 contains 105804 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 25092 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 132704 members 
Mstep: Class 21 contains 125766 members 
Mstep: Class 22 contains 3026 members 
Mstep: Class 23 contains 28440 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 1070 members 
Mstep: Class 26 contains 627 members 
Mstep: Class 27 contains 5798 members 
Mstep: Class 28 contains 8834 members 
Mstep: Class 29 contains 430 members 
Mstep: Class 30 contains 5593 members 
Mstep: Class 31 contains 49412 members 
Mstep: Class 32 contains 624 members 
Mstep: Class 33 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141647040.000000 Penalty: 74865.953125
Iteration 41Q: 34 clusters Score -1.41647e+08 nChanged 23703
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 129149 members 
Mstep: Class 2 contains 123947 members 
Mstep: Class 3 contains 75860 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 11250 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 14151 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 144518 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 114124 members 
Mstep: Class 13 contains 7810 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 13112 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 17 contains 11494 members 
Mstep: Class 18 contains 24833 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 130167 members 
Mstep: Class 21 contains 123611 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 29224 members 
Mstep: Class 24 contains 1206 members 
Mstep: Class 25 contains 1076 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 9005 members 
Mstep: Class 29 contains 432 members 
Mstep: Class 30 contains 5710 members 
Mstep: Class 31 contains 50019 members 
Mstep: Class 32 contains 624 members 
Mstep: Class 33 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141653104.000000 Penalty: 74865.953125
Iteration 42Q: 34 clusters Score -1.416531e+08 nChanged 20993
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 122926 members 
Mstep: Class 3 contains 83051 members 
Mstep: Class 4 contains 3545 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 142989 members 
Mstep: Class 11 contains 772 members 
Mstep: Class 12 contains 112434 members 
Mstep: Class 13 contains 7858 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 12858 members 
Mstep: Class 16 contains 109114 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 24604 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 128086 members 
Mstep: Class 21 contains 121706 members 
Mstep: Class 22 contains 3105 members 
Mstep: Class 23 contains 29926 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 9116 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 5867 members 
Mstep: Class 31 contains 50531 members 
Mstep: Class 32 contains 623 members 
Mstep: Class 33 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141657632.000000 Penalty: 74865.953125
Iteration 43Q: 34 clusters Score -1.416576e+08 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 126196 members 
Mstep: Class 2 contains 121798 members 
Mstep: Class 3 contains 90548 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 1314 members 
Mstep: Class 8 contains 13876 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 141240 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 110859 members 
Mstep: Class 13 contains 7881 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 109915 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 24329 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 126569 members 
Mstep: Class 21 contains 120058 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 30526 members 
Mstep: Class 24 contains 1328 members 
Mstep: Class 25 contains 1100 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 9211 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 6024 members 
Mstep: Class 31 contains 50918 members 
Mstep: Class 32 contains 621 members 
Mstep: Class 33 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141662368.000000 Penalty: 74865.953125
Iteration 44Q: 34 clusters Score -1.416624e+08 nChanged 18791
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 120757 members 
Mstep: Class 3 contains 98095 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 10720 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 13745 members 
Mstep: Class 9 contains 5905 members 
Mstep: Class 10 contains 139232 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 109427 members 
Mstep: Class 13 contains 7912 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 12471 members 
Mstep: Class 16 contains 110177 members 
Mstep: Class 17 contains 10890 members 
Mstep: Class 18 contains 24064 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 125306 members 
Mstep: Class 21 contains 118665 members 
Mstep: Class 22 contains 3161 members 
Mstep: Class 23 contains 31055 members 
Mstep: Class 24 contains 1377 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 6323 members 
Mstep: Class 28 contains 9294 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 51240 members 
Mstep: Class 32 contains 616 members 
Mstep: Class 33 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141666592.000000 Penalty: 74865.953125
Iteration 45Q: 34 clusters Score -1.416666e+08 nChanged 18249
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 119708 members 
Mstep: Class 3 contains 106017 members 
Mstep: Class 4 contains 3906 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 13619 members 
Mstep: Class 9 contains 6101 members 
Mstep: Class 10 contains 137058 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 108156 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 12321 members 
Mstep: Class 16 contains 110051 members 
Mstep: Class 17 contains 10670 members 
Mstep: Class 18 contains 23780 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 124107 members 
Mstep: Class 21 contains 117383 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 31462 members 
Mstep: Class 24 contains 1418 members 
Mstep: Class 25 contains 1128 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 9353 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 51498 members 
Mstep: Class 32 contains 612 members 
Mstep: Class 33 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141670800.000000 Penalty: 74865.953125
Iteration 46Q: 34 clusters Score -1.416708e+08 nChanged 19064
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 121798 members 
Mstep: Class 2 contains 118734 members 
Mstep: Class 3 contains 115098 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 10409 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 13530 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 10 contains 134231 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 107255 members 
Mstep: Class 13 contains 7931 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 12194 members 
Mstep: Class 16 contains 108863 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 23476 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 123332 members 
Mstep: Class 21 contains 115992 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 31908 members 
Mstep: Class 24 contains 1449 members 
Mstep: Class 25 contains 1135 members 
Mstep: Class 26 contains 649 members 
Mstep: Class 27 contains 6412 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 6702 members 
Mstep: Class 31 contains 51729 members 
Mstep: Class 32 contains 609 members 
Mstep: Class 33 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141674080.000000 Penalty: 74865.953125
Iteration 47Q: 34 clusters Score -1.416741e+08 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 119851 members 
Mstep: Class 2 contains 117317 members 
Mstep: Class 3 contains 124573 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 10269 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 13446 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 131083 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 106850 members 
Mstep: Class 13 contains 7938 members 
Mstep: Class 14 contains 2514 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 107807 members 
Mstep: Class 17 contains 10237 members 
Mstep: Class 18 contains 23173 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 122746 members 
Mstep: Class 21 contains 114648 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 32288 members 
Mstep: Class 24 contains 1480 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6440 members 
Mstep: Class 28 contains 9371 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 6944 members 
Mstep: Class 31 contains 51933 members 
Mstep: Class 32 contains 611 members 
Mstep: Class 33 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141677200.000000 Penalty: 74865.953125
Iteration 48Q: 34 clusters Score -1.416772e+08 nChanged 22312
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 117589 members 
Mstep: Class 2 contains 116565 members 
Mstep: Class 3 contains 134376 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 127643 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 106848 members 
Mstep: Class 13 contains 7947 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 106205 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 22874 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 122078 members 
Mstep: Class 21 contains 113107 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 32657 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 9321 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 7214 members 
Mstep: Class 31 contains 52118 members 
Mstep: Class 32 contains 614 members 
Mstep: Class 33 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141679840.000000 Penalty: 74865.953125
Iteration 49Q: 34 clusters Score -1.416798e+08 nChanged 22298
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 116224 members 
Mstep: Class 3 contains 141839 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 10065 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 13240 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 124774 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 107119 members 
Mstep: Class 13 contains 7946 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 11834 members 
Mstep: Class 16 contains 105601 members 
Mstep: Class 17 contains 9859 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 121444 members 
Mstep: Class 21 contains 111649 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 33018 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6453 members 
Mstep: Class 28 contains 9229 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 7453 members 
Mstep: Class 31 contains 52278 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141680048.000000 Penalty: 74865.953125
Iteration 50Q: 34 clusters Score -1.4168e+08 nChanged 20830
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 113928 members 
Mstep: Class 2 contains 116144 members 
Mstep: Class 3 contains 145652 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 13095 members 
Mstep: Class 9 contains 7328 members 
Mstep: Class 10 contains 123028 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 107579 members 
Mstep: Class 13 contains 7929 members 
Mstep: Class 14 contains 2624 members 
Mstep: Class 15 contains 11723 members 
Mstep: Class 16 contains 106305 members 
Mstep: Class 17 contains 9700 members 
Mstep: Class 18 contains 22162 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 120862 members 
Mstep: Class 21 contains 110445 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 33354 members 
Mstep: Class 24 contains 1547 members 
Mstep: Class 25 contains 1146 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 6441 members 
Mstep: Class 28 contains 9127 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 7686 members 
Mstep: Class 31 contains 52387 members 
Mstep: Class 32 contains 614 members 
Mstep: Class 33 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141679808.000000 Penalty: 74865.953125
Iteration 51Q: 34 clusters Score -1.416798e+08 nChanged 18048
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 116334 members 
Mstep: Class 3 contains 147029 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 12942 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 122225 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 107978 members 
Mstep: Class 13 contains 7907 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 107382 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 21837 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 120249 members 
Mstep: Class 21 contains 109478 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 33674 members 
Mstep: Class 24 contains 1565 members 
Mstep: Class 25 contains 1156 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 9018 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 7925 members 
Mstep: Class 31 contains 52490 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141680688.000000 Penalty: 74865.953125
Iteration 52Q: 34 clusters Score -1.416807e+08 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 112722 members 
Mstep: Class 2 contains 116530 members 
Mstep: Class 3 contains 146866 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 9816 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1331 members 
Mstep: Class 8 contains 12787 members 
Mstep: Class 9 contains 7751 members 
Mstep: Class 10 contains 122092 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 108325 members 
Mstep: Class 13 contains 7908 members 
Mstep: Class 14 contains 2692 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 108493 members 
Mstep: Class 17 contains 9386 members 
Mstep: Class 18 contains 21598 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 119785 members 
Mstep: Class 21 contains 108638 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 34035 members 
Mstep: Class 24 contains 1578 members 
Mstep: Class 25 contains 1157 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6421 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 8155 members 
Mstep: Class 31 contains 52581 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141682880.000000 Penalty: 74865.953125
Iteration 53Q: 34 clusters Score -1.416829e+08 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 116517 members 
Mstep: Class 3 contains 145998 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 9763 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 1329 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 122318 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 108549 members 
Mstep: Class 13 contains 7920 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 11450 members 
Mstep: Class 16 contains 109567 members 
Mstep: Class 17 contains 9215 members 
Mstep: Class 18 contains 21359 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 119432 members 
Mstep: Class 21 contains 107923 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 34409 members 
Mstep: Class 24 contains 1589 members 
Mstep: Class 25 contains 1158 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 8848 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 8410 members 
Mstep: Class 31 contains 52620 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2505 members 
Entering Unmasked Estep 
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Iteration 54Q: 34 clusters Score -1.416845e+08 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 116350 members 
Mstep: Class 3 contains 144831 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 9690 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 8147 members 
Mstep: Class 10 contains 122880 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 108699 members 
Mstep: Class 13 contains 7932 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 11385 members 
Mstep: Class 16 contains 110618 members 
Mstep: Class 17 contains 9069 members 
Mstep: Class 18 contains 21152 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 119085 members 
Mstep: Class 21 contains 107290 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 34729 members 
Mstep: Class 24 contains 1602 members 
Mstep: Class 25 contains 1157 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6375 members 
Mstep: Class 28 contains 8756 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 8649 members 
Mstep: Class 31 contains 52655 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2502 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -1.416858e+08 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 116042 members 
Mstep: Class 3 contains 143636 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 12418 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 123626 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 108780 members 
Mstep: Class 13 contains 7945 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 11314 members 
Mstep: Class 16 contains 111476 members 
Mstep: Class 17 contains 8961 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 118836 members 
Mstep: Class 21 contains 106789 members 
Mstep: Class 22 contains 3424 members 
Mstep: Class 23 contains 35055 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1157 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6350 members 
Mstep: Class 28 contains 8684 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 8885 members 
Mstep: Class 31 contains 52643 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2496 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -1.416872e+08 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 115646 members 
Mstep: Class 3 contains 142453 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 9535 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 8464 members 
Mstep: Class 10 contains 124373 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 108857 members 
Mstep: Class 13 contains 7950 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 11255 members 
Mstep: Class 16 contains 112088 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 20799 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 118766 members 
Mstep: Class 21 contains 106403 members 
Mstep: Class 22 contains 3443 members 
Mstep: Class 23 contains 35439 members 
Mstep: Class 24 contains 1612 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 8637 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 9119 members 
Mstep: Class 31 contains 52599 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2499 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -1.416886e+08 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 115282 members 
Mstep: Class 3 contains 141367 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 9478 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 12207 members 
Mstep: Class 9 contains 8566 members 
Mstep: Class 10 contains 125054 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 108891 members 
Mstep: Class 13 contains 7974 members 
Mstep: Class 14 contains 2812 members 
Mstep: Class 15 contains 11230 members 
Mstep: Class 16 contains 112507 members 
Mstep: Class 17 contains 8766 members 
Mstep: Class 18 contains 20681 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 118724 members 
Mstep: Class 21 contains 106122 members 
Mstep: Class 22 contains 3468 members 
Mstep: Class 23 contains 35828 members 
Mstep: Class 24 contains 1617 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 8620 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 9335 members 
Mstep: Class 31 contains 52550 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141689360.000000 Penalty: 74865.953125
Iteration 58Q: 34 clusters Score -1.416894e+08 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 113913 members 
Mstep: Class 2 contains 114975 members 
Mstep: Class 3 contains 140459 members 
Mstep: Class 4 contains 5862 members 
Mstep: Class 5 contains 9401 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 12117 members 
Mstep: Class 9 contains 8658 members 
Mstep: Class 10 contains 125625 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 108918 members 
Mstep: Class 13 contains 7990 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 11183 members 
Mstep: Class 16 contains 112794 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 20558 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 118789 members 
Mstep: Class 21 contains 105845 members 
Mstep: Class 22 contains 3485 members 
Mstep: Class 23 contains 36192 members 
Mstep: Class 24 contains 1617 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6360 members 
Mstep: Class 28 contains 8597 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 9532 members 
Mstep: Class 31 contains 52494 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141690000.000000 Penalty: 74865.953125
Iteration 59Q: 34 clusters Score -1.4169e+08 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 114007 members 
Mstep: Class 2 contains 114749 members 
Mstep: Class 3 contains 139717 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 9357 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1335 members 
Mstep: Class 8 contains 12035 members 
Mstep: Class 9 contains 8771 members 
Mstep: Class 10 contains 126125 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 108915 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 14 contains 2839 members 
Mstep: Class 15 contains 11153 members 
Mstep: Class 16 contains 113026 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 118833 members 
Mstep: Class 21 contains 105645 members 
Mstep: Class 22 contains 3495 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 1617 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6372 members 
Mstep: Class 28 contains 8572 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 9677 members 
Mstep: Class 31 contains 52470 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141692624.000000 Penalty: 74865.953125
Iteration 60F: 34 clusters Score -1.416926e+08 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 114351 members 
Mstep: Class 3 contains 140797 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 9326 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 11938 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 125959 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 108766 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 11116 members 
Mstep: Class 16 contains 113004 members 
Mstep: Class 17 contains 8596 members 
Mstep: Class 18 contains 20027 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 118802 members 
Mstep: Class 21 contains 105199 members 
Mstep: Class 22 contains 3511 members 
Mstep: Class 23 contains 36849 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 1168 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 6374 members 
Mstep: Class 28 contains 8558 members 
Mstep: Class 29 contains 443 members 
Mstep: Class 30 contains 9893 members 
Mstep: Class 31 contains 52419 members 
Mstep: Class 32 contains 601 members 
Mstep: Class 33 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141693168.000000 Penalty: 74865.953125
Iteration 61Q: 34 clusters Score -1.416932e+08 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 114004 members 
Mstep: Class 3 contains 141496 members 
Mstep: Class 4 contains 6089 members 
Mstep: Class 5 contains 9306 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 11834 members 
Mstep: Class 9 contains 9629 members 
Mstep: Class 10 contains 125849 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 108675 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 11081 members 
Mstep: Class 16 contains 113031 members 
Mstep: Class 17 contains 8580 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 118713 members 
Mstep: Class 21 contains 104687 members 
Mstep: Class 22 contains 3529 members 
Mstep: Class 23 contains 37204 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 1179 members 
Mstep: Class 26 contains 674 members 
Mstep: Class 27 contains 6365 members 
Mstep: Class 28 contains 8532 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 10109 members 
Mstep: Class 31 contains 52369 members 
Mstep: Class 32 contains 594 members 
Mstep: Class 33 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141693952.000000 Penalty: 74865.953125
Iteration 62Q: 34 clusters Score -1.41694e+08 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 113723 members 
Mstep: Class 2 contains 113695 members 
Mstep: Class 3 contains 141917 members 
Mstep: Class 4 contains 6147 members 
Mstep: Class 5 contains 9278 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 125836 members 
Mstep: Class 11 contains 783 members 
Mstep: Class 12 contains 108587 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 14 contains 2863 members 
Mstep: Class 15 contains 11048 members 
Mstep: Class 16 contains 113150 members 
Mstep: Class 17 contains 8547 members 
Mstep: Class 18 contains 19203 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 118624 members 
Mstep: Class 21 contains 104161 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 37583 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 6363 members 
Mstep: Class 28 contains 8513 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 10316 members 
Mstep: Class 31 contains 52337 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141694464.000000 Penalty: 74865.953125
Iteration 63Q: 34 clusters Score -1.416945e+08 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 113452 members 
Mstep: Class 3 contains 142249 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 9251 members 
Mstep: Class 6 contains 1465 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 11645 members 
Mstep: Class 9 contains 10481 members 
Mstep: Class 10 contains 125856 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 108545 members 
Mstep: Class 13 contains 8003 members 
Mstep: Class 14 contains 2869 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 16 contains 113277 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 18886 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 118494 members 
Mstep: Class 21 contains 103566 members 
Mstep: Class 22 contains 3573 members 
Mstep: Class 23 contains 37999 members 
Mstep: Class 24 contains 1628 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 682 members 
Mstep: Class 27 contains 6359 members 
Mstep: Class 28 contains 8485 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 10508 members 
Mstep: Class 31 contains 52286 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141696048.000000 Penalty: 74865.953125
Iteration 64Q: 34 clusters Score -1.41696e+08 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 113255 members 
Mstep: Class 3 contains 142333 members 
Mstep: Class 4 contains 6240 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 125963 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 108492 members 
Mstep: Class 13 contains 8003 members 
Mstep: Class 14 contains 2880 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 113373 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 118372 members 
Mstep: Class 21 contains 103038 members 
Mstep: Class 22 contains 3600 members 
Mstep: Class 23 contains 38429 members 
Mstep: Class 24 contains 1632 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 6357 members 
Mstep: Class 28 contains 8450 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 10691 members 
Mstep: Class 31 contains 52203 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141696752.000000 Penalty: 74865.953125
Iteration 65Q: 34 clusters Score -1.416968e+08 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 113084 members 
Mstep: Class 3 contains 142267 members 
Mstep: Class 4 contains 6282 members 
Mstep: Class 5 contains 9226 members 
Mstep: Class 6 contains 1455 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 11500 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 126069 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 108428 members 
Mstep: Class 13 contains 8001 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 10986 members 
Mstep: Class 16 contains 113538 members 
Mstep: Class 17 contains 8462 members 
Mstep: Class 18 contains 18424 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 118271 members 
Mstep: Class 21 contains 102519 members 
Mstep: Class 22 contains 3621 members 
Mstep: Class 23 contains 38876 members 
Mstep: Class 24 contains 1635 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 6349 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 52160 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141697584.000000 Penalty: 74865.953125
Iteration 66Q: 34 clusters Score -1.416976e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 112941 members 
Mstep: Class 3 contains 142105 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 9199 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 11427 members 
Mstep: Class 9 contains 11417 members 
Mstep: Class 10 contains 126075 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 108358 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 113707 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 18315 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 118260 members 
Mstep: Class 21 contains 101978 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 39336 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 25 contains 1199 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 6352 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 52123 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698336.000000 Penalty: 74865.953125
Iteration 67Q: 34 clusters Score -1.416983e+08 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 112825 members 
Mstep: Class 3 contains 141791 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 11364 members 
Mstep: Class 9 contains 11635 members 
Mstep: Class 10 contains 126044 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 108290 members 
Mstep: Class 13 contains 8007 members 
Mstep: Class 14 contains 2900 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 113869 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 18238 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 118391 members 
Mstep: Class 21 contains 101457 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 39810 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 1204 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 8272 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 11172 members 
Mstep: Class 31 contains 52074 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141697872.000000 Penalty: 74865.953125
Iteration 68Q: 34 clusters Score -1.416979e+08 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 112688 members 
Mstep: Class 3 contains 141476 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 9144 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 11309 members 
Mstep: Class 9 contains 11805 members 
Mstep: Class 10 contains 125971 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 108224 members 
Mstep: Class 13 contains 8010 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 10929 members 
Mstep: Class 16 contains 114013 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 18 contains 18205 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 118532 members 
Mstep: Class 21 contains 100939 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 40302 members 
Mstep: Class 24 contains 1648 members 
Mstep: Class 25 contains 1204 members 
Mstep: Class 26 contains 694 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 8222 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 11338 members 
Mstep: Class 31 contains 52031 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141697856.000000 Penalty: 74865.953125
Iteration 69Q: 34 clusters Score -1.416979e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 112547 members 
Mstep: Class 3 contains 141135 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 9111 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 11928 members 
Mstep: Class 10 contains 125938 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 108135 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 10913 members 
Mstep: Class 16 contains 114101 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 118719 members 
Mstep: Class 21 contains 100440 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 40790 members 
Mstep: Class 24 contains 1650 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 6334 members 
Mstep: Class 28 contains 8166 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 11495 members 
Mstep: Class 31 contains 52009 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698560.000000 Penalty: 74865.953125
Iteration 70Q: 34 clusters Score -1.416986e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 114982 members 
Mstep: Class 2 contains 112398 members 
Mstep: Class 3 contains 140853 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 11216 members 
Mstep: Class 9 contains 12016 members 
Mstep: Class 10 contains 125909 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 108026 members 
Mstep: Class 13 contains 8020 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 10913 members 
Mstep: Class 16 contains 114224 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 18183 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 118859 members 
Mstep: Class 21 contains 99899 members 
Mstep: Class 22 contains 3657 members 
Mstep: Class 23 contains 41294 members 
Mstep: Class 24 contains 1650 members 
Mstep: Class 25 contains 1206 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 11636 members 
Mstep: Class 31 contains 51999 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 2490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698560.000000 Penalty: 74865.953125
Iteration 71Q: 34 clusters Score -1.416986e+08 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115146 members 
Mstep: Class 2 contains 112298 members 
Mstep: Class 3 contains 140536 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 9068 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 11198 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 125961 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 107955 members 
Mstep: Class 13 contains 8033 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 114363 members 
Mstep: Class 17 contains 8276 members 
Mstep: Class 18 contains 18142 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 99350 members 
Mstep: Class 22 contains 3665 members 
Mstep: Class 23 contains 41785 members 
Mstep: Class 24 contains 1650 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 6320 members 
Mstep: Class 28 contains 7996 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 11746 members 
Mstep: Class 31 contains 51987 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 2498 members 
Entering Unmasked Estep 
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Score: -141698672.000000 Penalty: 74865.953125
Iteration 72Q: 34 clusters Score -1.416987e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115303 members 
Mstep: Class 2 contains 112221 members 
Mstep: Class 3 contains 140189 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 9052 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 11159 members 
Mstep: Class 9 contains 12161 members 
Mstep: Class 10 contains 126003 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 107855 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 10871 members 
Mstep: Class 16 contains 114558 members 
Mstep: Class 17 contains 8254 members 
Mstep: Class 18 contains 18095 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119152 members 
Mstep: Class 21 contains 98856 members 
Mstep: Class 22 contains 3675 members 
Mstep: Class 23 contains 42250 members 
Mstep: Class 24 contains 1650 members 
Mstep: Class 25 contains 1208 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 6327 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 11861 members 
Mstep: Class 31 contains 52019 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2524 members 
Entering Unmasked Estep 
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Iteration 73Q: 34 clusters Score -1.416981e+08 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 112140 members 
Mstep: Class 3 contains 139911 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 9033 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 11129 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 125981 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 107757 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 10844 members 
Mstep: Class 16 contains 114752 members 
Mstep: Class 17 contains 8229 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119242 members 
Mstep: Class 21 contains 98400 members 
Mstep: Class 22 contains 3683 members 
Mstep: Class 23 contains 42690 members 
Mstep: Class 24 contains 1649 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 7836 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 11981 members 
Mstep: Class 31 contains 52047 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2533 members 
Entering Unmasked Estep 
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Iteration 74Q: 34 clusters Score -1.416984e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115538 members 
Mstep: Class 2 contains 112074 members 
Mstep: Class 3 contains 139601 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 9024 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 11095 members 
Mstep: Class 9 contains 12301 members 
Mstep: Class 10 contains 126047 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107640 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 10816 members 
Mstep: Class 16 contains 115002 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 18059 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119287 members 
Mstep: Class 21 contains 97903 members 
Mstep: Class 22 contains 3694 members 
Mstep: Class 23 contains 43078 members 
Mstep: Class 24 contains 1650 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6341 members 
Mstep: Class 28 contains 7780 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12080 members 
Mstep: Class 31 contains 52110 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2525 members 
Entering Unmasked Estep 
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Iteration 75Q: 34 clusters Score -1.41698e+08 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 112009 members 
Mstep: Class 3 contains 139304 members 
Mstep: Class 4 contains 6566 members 
Mstep: Class 5 contains 9005 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 9 contains 12370 members 
Mstep: Class 10 contains 126048 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107572 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 10790 members 
Mstep: Class 16 contains 115257 members 
Mstep: Class 17 contains 8186 members 
Mstep: Class 18 contains 18072 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119289 members 
Mstep: Class 21 contains 97455 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 43498 members 
Mstep: Class 24 contains 1652 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6335 members 
Mstep: Class 28 contains 7713 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12163 members 
Mstep: Class 31 contains 52174 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2515 members 
Entering Unmasked Estep 
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Score: -141698320.000000 Penalty: 74865.953125
Iteration 76Q: 34 clusters Score -1.416983e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115718 members 
Mstep: Class 2 contains 111972 members 
Mstep: Class 3 contains 139020 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 11040 members 
Mstep: Class 9 contains 12412 members 
Mstep: Class 10 contains 126013 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107495 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 10774 members 
Mstep: Class 16 contains 115520 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119279 members 
Mstep: Class 21 contains 97078 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 43910 members 
Mstep: Class 24 contains 1653 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6330 members 
Mstep: Class 28 contains 7662 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12237 members 
Mstep: Class 31 contains 52204 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698144.000000 Penalty: 74865.953125
Iteration 77Q: 34 clusters Score -1.416981e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115815 members 
Mstep: Class 2 contains 111938 members 
Mstep: Class 3 contains 138749 members 
Mstep: Class 4 contains 6633 members 
Mstep: Class 5 contains 8975 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 11016 members 
Mstep: Class 9 contains 12462 members 
Mstep: Class 10 contains 125989 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107375 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 115727 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 18070 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119352 members 
Mstep: Class 21 contains 96649 members 
Mstep: Class 22 contains 3700 members 
Mstep: Class 23 contains 44298 members 
Mstep: Class 24 contains 1653 members 
Mstep: Class 25 contains 1206 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6327 members 
Mstep: Class 28 contains 7619 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12320 members 
Mstep: Class 31 contains 52249 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141698832.000000 Penalty: 74865.953125
Iteration 78Q: 34 clusters Score -1.416988e+08 nChanged 4013
Entering ConstructFrom: 
Score: -141698832.000000 Penalty: 74865.953125
Entering ConstructFrom: 
Trying to split cluster 1 (115849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115849 members 
Entering Unmasked Estep 
Score: -14581128.000000 Penalty: 1894.756958
	Iteration 0F: 2 clusters Score -1.458113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -14506659.000000 Penalty: 3789.513916
	Iteration 0F: 3 clusters Score -1.450666e+07 nChanged 55425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -14539808.000000 Penalty: 3789.513916
	Iteration 1F: 3 clusters Score -1.453981e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -14541312.000000 Penalty: 3789.513916
	Iteration 2Q: 3 clusters Score -1.454131e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -14543769.000000 Penalty: 3789.513916
	Iteration 3Q: 3 clusters Score -1.454377e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -14547528.000000 Penalty: 3789.513916
	Iteration 4F: 3 clusters Score -1.454753e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -14553495.000000 Penalty: 3789.513916
	Iteration 5F: 3 clusters Score -1.45535e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -14560558.000000 Penalty: 3789.513916
	Iteration 6F: 3 clusters Score -1.456056e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -14566862.000000 Penalty: 3789.513916
	Iteration 7F: 3 clusters Score -1.456686e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -14570518.000000 Penalty: 3789.513916
	Iteration 8Q: 3 clusters Score -1.457052e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -14572227.000000 Penalty: 3789.513916
	Iteration 9Q: 3 clusters Score -1.457223e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -14573492.000000 Penalty: 3789.513916
	Iteration 10Q: 3 clusters Score -1.457349e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -14574426.000000 Penalty: 3789.513916
	Iteration 11Q: 3 clusters Score -1.457443e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -14575520.000000 Penalty: 3789.513916
	Iteration 12Q: 3 clusters Score -1.457552e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -14576343.000000 Penalty: 3789.513916
	Iteration 13Q: 3 clusters Score -1.457634e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 102077 members 
Entering Unmasked Estep 
Score: -14577171.000000 Penalty: 3789.513916
	Iteration 14Q: 3 clusters Score -1.457717e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -14577913.000000 Penalty: 3789.513916
	Iteration 15Q: 3 clusters Score -1.457791e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -14578589.000000 Penalty: 3789.513916
	Iteration 16Q: 3 clusters Score -1.457859e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -14579105.000000 Penalty: 3789.513916
	Iteration 17Q: 3 clusters Score -1.45791e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 108311 members 
Entering Unmasked Estep 
Score: -14579458.000000 Penalty: 3789.513916
	Iteration 18Q: 3 clusters Score -1.457946e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -14579664.000000 Penalty: 3789.513916
	Iteration 19Q: 3 clusters Score -1.457966e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 110439 members 
Entering Unmasked Estep 
Score: -14579919.000000 Penalty: 3789.513916
	Iteration 20F: 3 clusters Score -1.457992e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -14580130.000000 Penalty: 3789.513916
	Iteration 21Q: 3 clusters Score -1.458013e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 111851 members 
Entering Unmasked Estep 
Score: -14580245.000000 Penalty: 3789.513916
	Iteration 22Q: 3 clusters Score -1.458024e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -14580384.000000 Penalty: 3789.513916
	Iteration 23Q: 3 clusters Score -1.458038e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -14580438.000000 Penalty: 3789.513916
	Iteration 24Q: 3 clusters Score -1.458044e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -14580440.000000 Penalty: 3789.513916
	Iteration 25Q: 3 clusters Score -1.458044e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -14580497.000000 Penalty: 3789.513916
	Iteration 26Q: 3 clusters Score -1.45805e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -14580542.000000 Penalty: 3789.513916
	Iteration 27Q: 3 clusters Score -1.458054e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -14580533.000000 Penalty: 3789.513916
	Iteration 28Q: 3 clusters Score -1.458053e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -14580530.000000 Penalty: 3789.513916
	Iteration 29Q: 3 clusters Score -1.458053e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 113802 members 
Entering Unmasked Estep 
Score: -14580542.000000 Penalty: 3789.513916
	Iteration 30Q: 3 clusters Score -1.458054e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 113871 members 
Entering Unmasked Estep 
Score: -14580536.000000 Penalty: 3789.513916
	Iteration 31Q: 3 clusters Score -1.458054e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -14580547.000000 Penalty: 3789.513916
	Iteration 32Q: 3 clusters Score -1.458055e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 113982 members 
Entering Unmasked Estep 
Score: -14580551.000000 Penalty: 3789.513916
	Iteration 33Q: 3 clusters Score -1.458055e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -14580550.000000 Penalty: 3789.513916
	Iteration 34Q: 3 clusters Score -1.458055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 114046 members 
Entering Unmasked Estep 
Score: -14580558.000000 Penalty: 3789.513916
	Iteration 35Q: 3 clusters Score -1.458056e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -14580538.000000 Penalty: 3789.513916
	Iteration 36Q: 3 clusters Score -1.458054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -14580531.000000 Penalty: 3789.513916
	Iteration 37Q: 3 clusters Score -1.458053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -14580536.000000 Penalty: 3789.513916
	Iteration 38Q: 3 clusters Score -1.458054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 114085 members 
Entering Unmasked Estep 
Score: -14580539.000000 Penalty: 3789.513916
	Iteration 39Q: 3 clusters Score -1.458054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -14580540.000000 Penalty: 3789.513916
	Iteration 40F: 3 clusters Score -1.458054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 114092 members 
Entering Unmasked Estep 
Score: -14580554.000000 Penalty: 3789.513916
	Iteration 41Q: 3 clusters Score -1.458055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 114096 members 
Entering Unmasked Estep 
Score: -14580544.000000 Penalty: 3789.513916
	Iteration 42Q: 3 clusters Score -1.458054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -14580535.000000 Penalty: 3789.513916
	Iteration 43Q: 3 clusters Score -1.458054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -14580533.000000 Penalty: 3789.513916
	Iteration 44Q: 3 clusters Score -1.458053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 114100 members 
Entering Unmasked Estep 
Score: -14580531.000000 Penalty: 3789.513916
	Iteration 45Q: 3 clusters Score -1.458053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -14580533.000000 Penalty: 3789.513916
	Iteration 46Q: 3 clusters Score -1.458053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -14580533.000000 Penalty: 3789.513916
	Iteration 47F: 3 clusters Score -1.458053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Entering Unmasked Estep 
Score: -14076371.000000 Penalty: 1889.137207
	Iteration 0F: 2 clusters Score -1.407637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -14003458.000000 Penalty: 3778.274414
	Iteration 0F: 3 clusters Score -1.400346e+07 nChanged 53574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -14034488.000000 Penalty: 3778.274414
	Iteration 1F: 3 clusters Score -1.403449e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -14035670.000000 Penalty: 3778.274414
	Iteration 2Q: 3 clusters Score -1.403567e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -14037256.000000 Penalty: 3778.274414
	Iteration 3Q: 3 clusters Score -1.403726e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -14039826.000000 Penalty: 3778.274414
	Iteration 4Q: 3 clusters Score -1.403983e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -14042724.000000 Penalty: 3778.274414
	Iteration 5F: 3 clusters Score -1.404272e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -14045871.000000 Penalty: 3778.274414
	Iteration 6F: 3 clusters Score -1.404587e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -14048783.000000 Penalty: 3778.274414
	Iteration 7F: 3 clusters Score -1.404878e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -14051180.000000 Penalty: 3778.274414
	Iteration 8F: 3 clusters Score -1.405118e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -14053012.000000 Penalty: 3778.274414
	Iteration 9Q: 3 clusters Score -1.405301e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -14054600.000000 Penalty: 3778.274414
	Iteration 10Q: 3 clusters Score -1.40546e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -14055887.000000 Penalty: 3778.274414
	Iteration 11Q: 3 clusters Score -1.405589e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -14057243.000000 Penalty: 3778.274414
	Iteration 12Q: 3 clusters Score -1.405724e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -14058902.000000 Penalty: 3778.274414
	Iteration 13Q: 3 clusters Score -1.40589e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -14060768.000000 Penalty: 3778.274414
	Iteration 14Q: 3 clusters Score -1.406077e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -14063066.000000 Penalty: 3778.274414
	Iteration 15Q: 3 clusters Score -1.406307e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -14065372.000000 Penalty: 3778.274414
	Iteration 16Q: 3 clusters Score -1.406537e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -14066758.000000 Penalty: 3778.274414
	Iteration 17Q: 3 clusters Score -1.406676e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -14067624.000000 Penalty: 3778.274414
	Iteration 18Q: 3 clusters Score -1.406762e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -14068102.000000 Penalty: 3778.274414
	Iteration 19Q: 3 clusters Score -1.40681e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -14068431.000000 Penalty: 3778.274414
	Iteration 20F: 3 clusters Score -1.406843e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -14068713.000000 Penalty: 3778.274414
	Iteration 21Q: 3 clusters Score -1.406871e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -14068822.000000 Penalty: 3778.274414
	Iteration 22Q: 3 clusters Score -1.406882e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -14068960.000000 Penalty: 3778.274414
	Iteration 23Q: 3 clusters Score -1.406896e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -14069038.000000 Penalty: 3778.274414
	Iteration 24Q: 3 clusters Score -1.406904e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -14069131.000000 Penalty: 3778.274414
	Iteration 25Q: 3 clusters Score -1.406913e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -14069169.000000 Penalty: 3778.274414
	Iteration 26Q: 3 clusters Score -1.406917e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -14069222.000000 Penalty: 3778.274414
	Iteration 27Q: 3 clusters Score -1.406922e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -14069277.000000 Penalty: 3778.274414
	Iteration 28Q: 3 clusters Score -1.406928e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -14069306.000000 Penalty: 3778.274414
	Iteration 29Q: 3 clusters Score -1.406931e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -14069293.000000 Penalty: 3778.274414
	Iteration 30Q: 3 clusters Score -1.406929e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -14069333.000000 Penalty: 3778.274414
	Iteration 31Q: 3 clusters Score -1.406933e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -14069357.000000 Penalty: 3778.274414
	Iteration 32Q: 3 clusters Score -1.406936e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -14069384.000000 Penalty: 3778.274414
	Iteration 33Q: 3 clusters Score -1.406938e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -14069447.000000 Penalty: 3778.274414
	Iteration 34Q: 3 clusters Score -1.406945e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -14069459.000000 Penalty: 3778.274414
	Iteration 35Q: 3 clusters Score -1.406946e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -14069456.000000 Penalty: 3778.274414
	Iteration 36Q: 3 clusters Score -1.406946e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -14069439.000000 Penalty: 3778.274414
	Iteration 37Q: 3 clusters Score -1.406944e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -14069472.000000 Penalty: 3778.274414
	Iteration 38Q: 3 clusters Score -1.406947e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -14069487.000000 Penalty: 3778.274414
	Iteration 39Q: 3 clusters Score -1.406949e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -14069487.000000 Penalty: 3778.274414
	Iteration 40F: 3 clusters Score -1.406949e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -14069521.000000 Penalty: 3778.274414
	Iteration 41Q: 3 clusters Score -1.406952e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -14069562.000000 Penalty: 3778.274414
	Iteration 42Q: 3 clusters Score -1.406956e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -14069609.000000 Penalty: 3778.274414
	Iteration 43Q: 3 clusters Score -1.406961e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -14069637.000000 Penalty: 3778.274414
	Iteration 44Q: 3 clusters Score -1.406964e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -14069681.000000 Penalty: 3778.274414
	Iteration 45Q: 3 clusters Score -1.406968e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -14069721.000000 Penalty: 3778.274414
	Iteration 46Q: 3 clusters Score -1.406972e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -14069783.000000 Penalty: 3778.274414
	Iteration 47Q: 3 clusters Score -1.406978e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -14069849.000000 Penalty: 3778.274414
	Iteration 48Q: 3 clusters Score -1.406985e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -14069912.000000 Penalty: 3778.274414
	Iteration 49Q: 3 clusters Score -1.406991e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -14069979.000000 Penalty: 3778.274414
	Iteration 50Q: 3 clusters Score -1.406998e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -14070022.000000 Penalty: 3778.274414
	Iteration 51Q: 3 clusters Score -1.407002e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -14070097.000000 Penalty: 3778.274414
	Iteration 52Q: 3 clusters Score -1.40701e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -14070197.000000 Penalty: 3778.274414
	Iteration 53Q: 3 clusters Score -1.40702e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -14070254.000000 Penalty: 3778.274414
	Iteration 54Q: 3 clusters Score -1.407025e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -14070315.000000 Penalty: 3778.274414
	Iteration 55Q: 3 clusters Score -1.407032e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -14070418.000000 Penalty: 3778.274414
	Iteration 56Q: 3 clusters Score -1.407042e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -14070472.000000 Penalty: 3778.274414
	Iteration 57Q: 3 clusters Score -1.407047e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -14070560.000000 Penalty: 3778.274414
	Iteration 58Q: 3 clusters Score -1.407056e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -14070667.000000 Penalty: 3778.274414
	Iteration 59Q: 3 clusters Score -1.407067e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -14070771.000000 Penalty: 3778.274414
	Iteration 60F: 3 clusters Score -1.407077e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -14070879.000000 Penalty: 3778.274414
	Iteration 61Q: 3 clusters Score -1.407088e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -14070938.000000 Penalty: 3778.274414
	Iteration 62Q: 3 clusters Score -1.407094e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -14071026.000000 Penalty: 3778.274414
	Iteration 63Q: 3 clusters Score -1.407103e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -14071138.000000 Penalty: 3778.274414
	Iteration 64Q: 3 clusters Score -1.407114e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -14071269.000000 Penalty: 3778.274414
	Iteration 65Q: 3 clusters Score -1.407127e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -14071438.000000 Penalty: 3778.274414
	Iteration 66Q: 3 clusters Score -1.407144e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -14071533.000000 Penalty: 3778.274414
	Iteration 67Q: 3 clusters Score -1.407153e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -14071644.000000 Penalty: 3778.274414
	Iteration 68Q: 3 clusters Score -1.407164e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -14071718.000000 Penalty: 3778.274414
	Iteration 69Q: 3 clusters Score -1.407172e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -14071788.000000 Penalty: 3778.274414
	Iteration 70Q: 3 clusters Score -1.407179e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -14071893.000000 Penalty: 3778.274414
	Iteration 71Q: 3 clusters Score -1.407189e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -14072006.000000 Penalty: 3778.274414
	Iteration 72Q: 3 clusters Score -1.407201e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -14072160.000000 Penalty: 3778.274414
	Iteration 73Q: 3 clusters Score -1.407216e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -14072310.000000 Penalty: 3778.274414
	Iteration 74Q: 3 clusters Score -1.407231e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -14072436.000000 Penalty: 3778.274414
	Iteration 75Q: 3 clusters Score -1.407244e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -14072514.000000 Penalty: 3778.274414
	Iteration 76Q: 3 clusters Score -1.407251e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -14072606.000000 Penalty: 3778.274414
	Iteration 77Q: 3 clusters Score -1.407261e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -14072736.000000 Penalty: 3778.274414
	Iteration 78Q: 3 clusters Score -1.407274e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -14072908.000000 Penalty: 3778.274414
	Iteration 79Q: 3 clusters Score -1.407291e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -14073163.000000 Penalty: 3778.274414
	Iteration 80F: 3 clusters Score -1.407316e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -14073353.000000 Penalty: 3778.274414
	Iteration 81Q: 3 clusters Score -1.407335e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -14073497.000000 Penalty: 3778.274414
	Iteration 82Q: 3 clusters Score -1.40735e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -14073598.000000 Penalty: 3778.274414
	Iteration 83Q: 3 clusters Score -1.40736e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -14073726.000000 Penalty: 3778.274414
	Iteration 84Q: 3 clusters Score -1.407373e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -14073847.000000 Penalty: 3778.274414
	Iteration 85Q: 3 clusters Score -1.407385e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -14073944.000000 Penalty: 3778.274414
	Iteration 86Q: 3 clusters Score -1.407394e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -14074024.000000 Penalty: 3778.274414
	Iteration 87Q: 3 clusters Score -1.407402e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -14074104.000000 Penalty: 3778.274414
	Iteration 88Q: 3 clusters Score -1.40741e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -14074186.000000 Penalty: 3778.274414
	Iteration 89Q: 3 clusters Score -1.407419e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 107408 members 
Entering Unmasked Estep 
Score: -14074288.000000 Penalty: 3778.274414
	Iteration 90Q: 3 clusters Score -1.407429e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -14074324.000000 Penalty: 3778.274414
	Iteration 91Q: 3 clusters Score -1.407432e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -14074465.000000 Penalty: 3778.274414
	Iteration 92Q: 3 clusters Score -1.407446e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -14074496.000000 Penalty: 3778.274414
	Iteration 93Q: 3 clusters Score -1.40745e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -14074604.000000 Penalty: 3778.274414
	Iteration 94Q: 3 clusters Score -1.40746e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 108713 members 
Entering Unmasked Estep 
Score: -14074587.000000 Penalty: 3778.274414
	Iteration 95Q: 3 clusters Score -1.407459e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -14074603.000000 Penalty: 3778.274414
	Iteration 96Q: 3 clusters Score -1.40746e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -14074595.000000 Penalty: 3778.274414
	Iteration 97Q: 3 clusters Score -1.40746e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -14074634.000000 Penalty: 3778.274414
	Iteration 98Q: 3 clusters Score -1.407463e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 109258 members 
Entering Unmasked Estep 
Score: -14074655.000000 Penalty: 3778.274414
	Iteration 99Q: 3 clusters Score -1.407466e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 109344 members 
Entering Unmasked Estep 
Score: -14074695.000000 Penalty: 3778.274414
	Iteration 100F: 3 clusters Score -1.40747e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -14074705.000000 Penalty: 3778.274414
	Iteration 101Q: 3 clusters Score -1.40747e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -14074718.000000 Penalty: 3778.274414
	Iteration 102Q: 3 clusters Score -1.407472e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 109555 members 
Entering Unmasked Estep 
Score: -14074722.000000 Penalty: 3778.274414
	Iteration 103Q: 3 clusters Score -1.407472e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -14074754.000000 Penalty: 3778.274414
	Iteration 104Q: 3 clusters Score -1.407475e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -14074768.000000 Penalty: 3778.274414
	Iteration 105Q: 3 clusters Score -1.407477e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -14074786.000000 Penalty: 3778.274414
	Iteration 106Q: 3 clusters Score -1.407479e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -14074797.000000 Penalty: 3778.274414
	Iteration 107Q: 3 clusters Score -1.40748e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -14074787.000000 Penalty: 3778.274414
	Iteration 108Q: 3 clusters Score -1.407479e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -14074781.000000 Penalty: 3778.274414
	Iteration 109Q: 3 clusters Score -1.407478e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -14074761.000000 Penalty: 3778.274414
	Iteration 110Q: 3 clusters Score -1.407476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -14074789.000000 Penalty: 3778.274414
	Iteration 111Q: 3 clusters Score -1.407479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -14074794.000000 Penalty: 3778.274414
	Iteration 112Q: 3 clusters Score -1.407479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 109951 members 
Entering Unmasked Estep 
Score: -14074815.000000 Penalty: 3778.274414
	Iteration 113Q: 3 clusters Score -1.407482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -14074833.000000 Penalty: 3778.274414
	Iteration 114Q: 3 clusters Score -1.407483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -14074835.000000 Penalty: 3778.274414
	Iteration 115Q: 3 clusters Score -1.407484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -14074835.000000 Penalty: 3778.274414
	Iteration 116Q: 3 clusters Score -1.407484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -14074835.000000 Penalty: 3778.274414
	Iteration 117Q: 3 clusters Score -1.407484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -14074847.000000 Penalty: 3778.274414
	Iteration 118Q: 3 clusters Score -1.407485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 110069 members 
Entering Unmasked Estep 
Score: -14074855.000000 Penalty: 3778.274414
	Iteration 119Q: 3 clusters Score -1.407486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 110090 members 
Entering Unmasked Estep 
Score: -14074866.000000 Penalty: 3778.274414
	Iteration 120F: 3 clusters Score -1.407487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -14074875.000000 Penalty: 3778.274414
	Iteration 121Q: 3 clusters Score -1.407488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -14074891.000000 Penalty: 3778.274414
	Iteration 122Q: 3 clusters Score -1.407489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -14074888.000000 Penalty: 3778.274414
	Iteration 123Q: 3 clusters Score -1.407489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 110161 members 
Entering Unmasked Estep 
Score: -14074915.000000 Penalty: 3778.274414
	Iteration 124Q: 3 clusters Score -1.407492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -14074912.000000 Penalty: 3778.274414
	Iteration 125Q: 3 clusters Score -1.407491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 110187 members 
Entering Unmasked Estep 
Score: -14074919.000000 Penalty: 3778.274414
	Iteration 126Q: 3 clusters Score -1.407492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -14074925.000000 Penalty: 3778.274414
	Iteration 127Q: 3 clusters Score -1.407492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -14074915.000000 Penalty: 3778.274414
	Iteration 128Q: 3 clusters Score -1.407492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 110220 members 
Entering Unmasked Estep 
Score: -14074926.000000 Penalty: 3778.274414
	Iteration 129Q: 3 clusters Score -1.407493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 110227 members 
Entering Unmasked Estep 
Score: -14074934.000000 Penalty: 3778.274414
	Iteration 130Q: 3 clusters Score -1.407493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 110234 members 
Entering Unmasked Estep 
Score: -14074929.000000 Penalty: 3778.274414
	Iteration 131Q: 3 clusters Score -1.407493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -14074928.000000 Penalty: 3778.274414
	Iteration 132Q: 3 clusters Score -1.407493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -14074920.000000 Penalty: 3778.274414
	Iteration 133Q: 3 clusters Score -1.407492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 110257 members 
Entering Unmasked Estep 
Score: -14074907.000000 Penalty: 3778.274414
	Iteration 134Q: 3 clusters Score -1.407491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -14074914.000000 Penalty: 3778.274414
	Iteration 135Q: 3 clusters Score -1.407491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -14074928.000000 Penalty: 3778.274414
	Iteration 136Q: 3 clusters Score -1.407493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -14074936.000000 Penalty: 3778.274414
	Iteration 137Q: 3 clusters Score -1.407494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 110291 members 
Entering Unmasked Estep 
Score: -14074932.000000 Penalty: 3778.274414
	Iteration 138Q: 3 clusters Score -1.407493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -14074931.000000 Penalty: 3778.274414
	Iteration 139Q: 3 clusters Score -1.407493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 110308 members 
Entering Unmasked Estep 
Score: -14074930.000000 Penalty: 3778.274414
	Iteration 140F: 3 clusters Score -1.407493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
Score: -14074930.000000 Penalty: 3778.274414
	Iteration 141Q: 3 clusters Score -1.407493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 110319 members 
Entering Unmasked Estep 
Score: -14074937.000000 Penalty: 3778.274414
	Iteration 142Q: 3 clusters Score -1.407494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -14074943.000000 Penalty: 3778.274414
	Iteration 143Q: 3 clusters Score -1.407494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -14074942.000000 Penalty: 3778.274414
	Iteration 144Q: 3 clusters Score -1.407494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 110344 members 
Entering Unmasked Estep 
Score: -14074948.000000 Penalty: 3778.274414
	Iteration 145Q: 3 clusters Score -1.407495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -14074950.000000 Penalty: 3778.274414
	Iteration 146Q: 3 clusters Score -1.407495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -14074947.000000 Penalty: 3778.274414
	Iteration 147Q: 3 clusters Score -1.407495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -14074946.000000 Penalty: 3778.274414
	Iteration 148Q: 3 clusters Score -1.407495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -14074945.000000 Penalty: 3778.274414
	Iteration 149Q: 3 clusters Score -1.407494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -14074952.000000 Penalty: 3778.274414
	Iteration 150Q: 3 clusters Score -1.407495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -14074948.000000 Penalty: 3778.274414
	Iteration 151Q: 3 clusters Score -1.407495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -14074945.000000 Penalty: 3778.274414
	Iteration 152Q: 3 clusters Score -1.407494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -14074939.000000 Penalty: 3778.274414
	Iteration 153Q: 3 clusters Score -1.407494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -14074940.000000 Penalty: 3778.274414
	Iteration 154Q: 3 clusters Score -1.407494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -14074944.000000 Penalty: 3778.274414
	Iteration 155Q: 3 clusters Score -1.407494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -14074944.000000 Penalty: 3778.274414
	Iteration 156F: 3 clusters Score -1.407494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Entering Unmasked Estep 
Score: -17576212.000000 Penalty: 1923.842407
	Iteration 0F: 2 clusters Score -1.757621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -17496946.000000 Penalty: 3847.684814
	Iteration 0F: 3 clusters Score -1.749695e+07 nChanged 66899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -17536400.000000 Penalty: 3847.684814
	Iteration 1F: 3 clusters Score -1.75364e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -17537504.000000 Penalty: 3847.684814
	Iteration 2Q: 3 clusters Score -1.75375e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -17539286.000000 Penalty: 3847.684814
	Iteration 3Q: 3 clusters Score -1.753929e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -17542194.000000 Penalty: 3847.684814
	Iteration 4F: 3 clusters Score -1.754219e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -17547726.000000 Penalty: 3847.684814
	Iteration 5F: 3 clusters Score -1.754773e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 106684 members 
Entering Unmasked Estep 
Score: -17556654.000000 Penalty: 3847.684814
	Iteration 6F: 3 clusters Score -1.755665e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -17565304.000000 Penalty: 3847.684814
	Iteration 7F: 3 clusters Score -1.75653e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 128667 members 
Entering Unmasked Estep 
Score: -17570334.000000 Penalty: 3847.684814
	Iteration 8F: 3 clusters Score -1.757033e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 133848 members 
Entering Unmasked Estep 
Score: -17572844.000000 Penalty: 3847.684814
	Iteration 9Q: 3 clusters Score -1.757284e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 136057 members 
Entering Unmasked Estep 
Score: -17573868.000000 Penalty: 3847.684814
	Iteration 10Q: 3 clusters Score -1.757387e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 136929 members 
Entering Unmasked Estep 
Score: -17574412.000000 Penalty: 3847.684814
	Iteration 11Q: 3 clusters Score -1.757441e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 137330 members 
Entering Unmasked Estep 
Score: -17574562.000000 Penalty: 3847.684814
	Iteration 12Q: 3 clusters Score -1.757456e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 137514 members 
Entering Unmasked Estep 
Score: -17574646.000000 Penalty: 3847.684814
	Iteration 13Q: 3 clusters Score -1.757465e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 137609 members 
Entering Unmasked Estep 
Score: -17574688.000000 Penalty: 3847.684814
	Iteration 14Q: 3 clusters Score -1.757469e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 137668 members 
Entering Unmasked Estep 
Score: -17574732.000000 Penalty: 3847.684814
	Iteration 15Q: 3 clusters Score -1.757473e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 137709 members 
Entering Unmasked Estep 
Score: -17574774.000000 Penalty: 3847.684814
	Iteration 16Q: 3 clusters Score -1.757477e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 137730 members 
Entering Unmasked Estep 
Score: -17574780.000000 Penalty: 3847.684814
	Iteration 17Q: 3 clusters Score -1.757478e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -17574798.000000 Penalty: 3847.684814
	Iteration 18Q: 3 clusters Score -1.75748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 137766 members 
Entering Unmasked Estep 
Score: -17574818.000000 Penalty: 3847.684814
	Iteration 19Q: 3 clusters Score -1.757482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -17574816.000000 Penalty: 3847.684814
	Iteration 20F: 3 clusters Score -1.757482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -17574822.000000 Penalty: 3847.684814
	Iteration 21Q: 3 clusters Score -1.757482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -17574838.000000 Penalty: 3847.684814
	Iteration 22Q: 3 clusters Score -1.757484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 137815 members 
Entering Unmasked Estep 
Score: -17574836.000000 Penalty: 3847.684814
	Iteration 23Q: 3 clusters Score -1.757484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 137823 members 
Entering Unmasked Estep 
Score: -17574830.000000 Penalty: 3847.684814
	Iteration 24Q: 3 clusters Score -1.757483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -17574838.000000 Penalty: 3847.684814
	Iteration 25Q: 3 clusters Score -1.757484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -17574860.000000 Penalty: 3847.684814
	Iteration 26Q: 3 clusters Score -1.757486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 137849 members 
Entering Unmasked Estep 
Score: -17574848.000000 Penalty: 3847.684814
	Iteration 27Q: 3 clusters Score -1.757485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 137851 members 
Entering Unmasked Estep 
Score: -17574850.000000 Penalty: 3847.684814
	Iteration 28Q: 3 clusters Score -1.757485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -17574854.000000 Penalty: 3847.684814
	Iteration 29Q: 3 clusters Score -1.757485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 137856 members 
Entering Unmasked Estep 
Score: -17574846.000000 Penalty: 3847.684814
	Iteration 30Q: 3 clusters Score -1.757485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 137860 members 
Entering Unmasked Estep 
Score: -17574850.000000 Penalty: 3847.684814
	Iteration 31Q: 3 clusters Score -1.757485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -17574848.000000 Penalty: 3847.684814
	Iteration 32Q: 3 clusters Score -1.757485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 137863 members 
Entering Unmasked Estep 
Score: -17574856.000000 Penalty: 3847.684814
	Iteration 33Q: 3 clusters Score -1.757486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 137863 members 
Entering Unmasked Estep 
Score: -17574856.000000 Penalty: 3847.684814
	Iteration 34F: 3 clusters Score -1.757486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -761256.000000 Penalty: 1430.360962
	Iteration 0F: 2 clusters Score -761256 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 3296 members 
Entering Unmasked Estep 
Score: -756309.687500 Penalty: 2860.721924
	Iteration 0F: 3 clusters Score -756309.7 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -758096.687500 Penalty: 2860.721924
	Iteration 1F: 3 clusters Score -758096.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -758598.000000 Penalty: 2860.721924
	Iteration 2F: 3 clusters Score -758598 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -759109.937500 Penalty: 2860.721924
	Iteration 3F: 3 clusters Score -759109.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -759447.812500 Penalty: 2860.721924
	Iteration 4F: 3 clusters Score -759447.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -759684.312500 Penalty: 2860.721924
	Iteration 5F: 3 clusters Score -759684.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -759844.312500 Penalty: 2860.721924
	Iteration 6Q: 3 clusters Score -759844.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -759944.375000 Penalty: 2860.721924
	Iteration 7Q: 3 clusters Score -759944.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -759999.375000 Penalty: 2860.721924
	Iteration 8Q: 3 clusters Score -759999.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -760038.125000 Penalty: 2860.721924
	Iteration 9Q: 3 clusters Score -760038.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -760068.500000 Penalty: 2860.721924
	Iteration 10Q: 3 clusters Score -760068.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -760086.500000 Penalty: 2860.721924
	Iteration 11Q: 3 clusters Score -760086.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -760104.625000 Penalty: 2860.721924
	Iteration 12Q: 3 clusters Score -760104.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -760118.625000 Penalty: 2860.721924
	Iteration 13Q: 3 clusters Score -760118.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -760127.812500 Penalty: 2860.721924
	Iteration 14Q: 3 clusters Score -760127.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -760138.250000 Penalty: 2860.721924
	Iteration 15Q: 3 clusters Score -760138.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -760145.250000 Penalty: 2860.721924
	Iteration 16Q: 3 clusters Score -760145.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -760153.312500 Penalty: 2860.721924
	Iteration 17Q: 3 clusters Score -760153.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -760156.312500 Penalty: 2860.721924
	Iteration 18Q: 3 clusters Score -760156.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -760162.562500 Penalty: 2860.721924
	Iteration 19Q: 3 clusters Score -760162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -760167.875000 Penalty: 2860.721924
	Iteration 20F: 3 clusters Score -760167.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -760172.250000 Penalty: 2860.721924
	Iteration 21Q: 3 clusters Score -760172.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -760174.375000 Penalty: 2860.721924
	Iteration 22Q: 3 clusters Score -760174.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -760178.250000 Penalty: 2860.721924
	Iteration 23Q: 3 clusters Score -760178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -760180.500000 Penalty: 2860.721924
	Iteration 24Q: 3 clusters Score -760180.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -760189.312500 Penalty: 2860.721924
	Iteration 25Q: 3 clusters Score -760189.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -760194.562500 Penalty: 2860.721924
	Iteration 26Q: 3 clusters Score -760194.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -760198.250000 Penalty: 2860.721924
	Iteration 27Q: 3 clusters Score -760198.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -760204.375000 Penalty: 2860.721924
	Iteration 28Q: 3 clusters Score -760204.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -760212.437500 Penalty: 2860.721924
	Iteration 29Q: 3 clusters Score -760212.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -760221.250000 Penalty: 2860.721924
	Iteration 30Q: 3 clusters Score -760221.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -760227.062500 Penalty: 2860.721924
	Iteration 31Q: 3 clusters Score -760227.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -760228.875000 Penalty: 2860.721924
	Iteration 32Q: 3 clusters Score -760228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -760233.875000 Penalty: 2860.721924
	Iteration 33Q: 3 clusters Score -760233.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -760236.062500 Penalty: 2860.721924
	Iteration 34Q: 3 clusters Score -760236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -760237.750000 Penalty: 2860.721924
	Iteration 35Q: 3 clusters Score -760237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -760243.125000 Penalty: 2860.721924
	Iteration 36Q: 3 clusters Score -760243.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -760245.625000 Penalty: 2860.721924
	Iteration 37Q: 3 clusters Score -760245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -760250.687500 Penalty: 2860.721924
	Iteration 38Q: 3 clusters Score -760250.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -760253.062500 Penalty: 2860.721924
	Iteration 39Q: 3 clusters Score -760253.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -760256.625000 Penalty: 2860.721924
	Iteration 40F: 3 clusters Score -760256.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -760259.812500 Penalty: 2860.721924
	Iteration 41Q: 3 clusters Score -760259.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -760262.062500 Penalty: 2860.721924
	Iteration 42Q: 3 clusters Score -760262.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -760263.062500 Penalty: 2860.721924
	Iteration 43Q: 3 clusters Score -760263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -760267.562500 Penalty: 2860.721924
	Iteration 44Q: 3 clusters Score -760267.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -760274.250000 Penalty: 2860.721924
	Iteration 45Q: 3 clusters Score -760274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -760280.000000 Penalty: 2860.721924
	Iteration 46Q: 3 clusters Score -760280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -760284.000000 Penalty: 2860.721924
	Iteration 47Q: 3 clusters Score -760284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -760288.125000 Penalty: 2860.721924
	Iteration 48Q: 3 clusters Score -760288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -760291.375000 Penalty: 2860.721924
	Iteration 49Q: 3 clusters Score -760291.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -760293.125000 Penalty: 2860.721924
	Iteration 50Q: 3 clusters Score -760293.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -760295.312500 Penalty: 2860.721924
	Iteration 51Q: 3 clusters Score -760295.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -760295.187500 Penalty: 2860.721924
	Iteration 52Q: 3 clusters Score -760295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -760296.187500 Penalty: 2860.721924
	Iteration 53Q: 3 clusters Score -760296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -760296.750000 Penalty: 2860.721924
	Iteration 54Q: 3 clusters Score -760296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -760297.375000 Penalty: 2860.721924
	Iteration 55Q: 3 clusters Score -760297.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -760297.187500 Penalty: 2860.721924
	Iteration 56Q: 3 clusters Score -760297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -760299.625000 Penalty: 2860.721924
	Iteration 57Q: 3 clusters Score -760299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -760298.750000 Penalty: 2860.721924
	Iteration 58Q: 3 clusters Score -760298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -760298.750000 Penalty: 2860.721924
	Iteration 59F: 3 clusters Score -760298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
Score: -1082989.125000 Penalty: 1478.907959
	Iteration 0F: 2 clusters Score -1082989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1076552.375000 Penalty: 2957.815918
	Iteration 0F: 3 clusters Score -1076552 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1078601.250000 Penalty: 2957.815918
	Iteration 1F: 3 clusters Score -1078601 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1078939.125000 Penalty: 2957.815918
	Iteration 2F: 3 clusters Score -1078939 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1079310.250000 Penalty: 2957.815918
	Iteration 3F: 3 clusters Score -1079310 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1079720.250000 Penalty: 2957.815918
	Iteration 4F: 3 clusters Score -1079720 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1080119.250000 Penalty: 2957.815918
	Iteration 5F: 3 clusters Score -1080119 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1080464.125000 Penalty: 2957.815918
	Iteration 6F: 3 clusters Score -1080464 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1080736.875000 Penalty: 2957.815918
	Iteration 7F: 3 clusters Score -1080737 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1080960.250000 Penalty: 2957.815918
	Iteration 8Q: 3 clusters Score -1080960 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1081149.500000 Penalty: 2957.815918
	Iteration 9Q: 3 clusters Score -1081150 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1081296.125000 Penalty: 2957.815918
	Iteration 10Q: 3 clusters Score -1081296 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1081426.375000 Penalty: 2957.815918
	Iteration 11Q: 3 clusters Score -1081426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1081534.750000 Penalty: 2957.815918
	Iteration 12Q: 3 clusters Score -1081535 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1081627.625000 Penalty: 2957.815918
	Iteration 13Q: 3 clusters Score -1081628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1081697.000000 Penalty: 2957.815918
	Iteration 14Q: 3 clusters Score -1081697 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1081742.250000 Penalty: 2957.815918
	Iteration 15Q: 3 clusters Score -1081742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1081774.750000 Penalty: 2957.815918
	Iteration 16Q: 3 clusters Score -1081775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1081795.500000 Penalty: 2957.815918
	Iteration 17Q: 3 clusters Score -1081796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1081810.875000 Penalty: 2957.815918
	Iteration 18Q: 3 clusters Score -1081811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1081829.375000 Penalty: 2957.815918
	Iteration 19Q: 3 clusters Score -1081829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1081837.875000 Penalty: 2957.815918
	Iteration 20F: 3 clusters Score -1081838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1081843.125000 Penalty: 2957.815918
	Iteration 21Q: 3 clusters Score -1081843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1081848.500000 Penalty: 2957.815918
	Iteration 22Q: 3 clusters Score -1081848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1081851.875000 Penalty: 2957.815918
	Iteration 23Q: 3 clusters Score -1081852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1081859.375000 Penalty: 2957.815918
	Iteration 24Q: 3 clusters Score -1081859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1081861.375000 Penalty: 2957.815918
	Iteration 25Q: 3 clusters Score -1081861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1081866.750000 Penalty: 2957.815918
	Iteration 26Q: 3 clusters Score -1081867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1081868.375000 Penalty: 2957.815918
	Iteration 27Q: 3 clusters Score -1081868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1081875.875000 Penalty: 2957.815918
	Iteration 28Q: 3 clusters Score -1081876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1081878.125000 Penalty: 2957.815918
	Iteration 29Q: 3 clusters Score -1081878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1081882.875000 Penalty: 2957.815918
	Iteration 30Q: 3 clusters Score -1081883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1081890.875000 Penalty: 2957.815918
	Iteration 31Q: 3 clusters Score -1081891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1081897.500000 Penalty: 2957.815918
	Iteration 32Q: 3 clusters Score -1081898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1081897.500000 Penalty: 2957.815918
	Iteration 33Q: 3 clusters Score -1081898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1081902.625000 Penalty: 2957.815918
	Iteration 34Q: 3 clusters Score -1081903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1081905.125000 Penalty: 2957.815918
	Iteration 35Q: 3 clusters Score -1081905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1081905.125000 Penalty: 2957.815918
	Iteration 36Q: 3 clusters Score -1081905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1081906.875000 Penalty: 2957.815918
	Iteration 37Q: 3 clusters Score -1081907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1081910.125000 Penalty: 2957.815918
	Iteration 38Q: 3 clusters Score -1081910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1081909.625000 Penalty: 2957.815918
	Iteration 39Q: 3 clusters Score -1081910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1081912.250000 Penalty: 2957.815918
	Iteration 40F: 3 clusters Score -1081912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1081914.750000 Penalty: 2957.815918
	Iteration 41Q: 3 clusters Score -1081915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1081915.875000 Penalty: 2957.815918
	Iteration 42Q: 3 clusters Score -1081916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1081915.750000 Penalty: 2957.815918
	Iteration 43Q: 3 clusters Score -1081916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1081920.000000 Penalty: 2957.815918
	Iteration 44Q: 3 clusters Score -1081920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1081919.875000 Penalty: 2957.815918
	Iteration 45Q: 3 clusters Score -1081920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1081918.375000 Penalty: 2957.815918
	Iteration 46Q: 3 clusters Score -1081918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1081920.750000 Penalty: 2957.815918
	Iteration 47Q: 3 clusters Score -1081921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1081923.250000 Penalty: 2957.815918
	Iteration 48Q: 3 clusters Score -1081923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1081923.250000 Penalty: 2957.815918
	Iteration 49Q: 3 clusters Score -1081923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1081924.500000 Penalty: 2957.815918
	Iteration 50Q: 3 clusters Score -1081924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1081924.500000 Penalty: 2957.815918
	Iteration 51F: 3 clusters Score -1081924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -159051.218750 Penalty: 1182.777222
	Iteration 0F: 2 clusters Score -159051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157351.750000 Penalty: 2365.554443
	Iteration 0F: 3 clusters Score -157351.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157855.250000 Penalty: 2365.554443
	Iteration 1F: 3 clusters Score -157855.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -158181.921875 Penalty: 2365.554443
	Iteration 2F: 3 clusters Score -158181.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158604.765625 Penalty: 2365.554443
	Iteration 3F: 3 clusters Score -158604.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -158862.437500 Penalty: 2365.554443
	Iteration 4F: 3 clusters Score -158862.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -158965.484375 Penalty: 2365.554443
	Iteration 5Q: 3 clusters Score -158965.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159034.203125 Penalty: 2365.554443
	Iteration 6Q: 3 clusters Score -159034.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -159080.218750 Penalty: 2365.554443
	Iteration 7Q: 3 clusters Score -159080.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -159103.078125 Penalty: 2365.554443
	Iteration 8Q: 3 clusters Score -159103.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -159120.312500 Penalty: 2365.554443
	Iteration 9Q: 3 clusters Score -159120.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -159133.796875 Penalty: 2365.554443
	Iteration 10Q: 3 clusters Score -159133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -159144.359375 Penalty: 2365.554443
	Iteration 11Q: 3 clusters Score -159144.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159166.890625 Penalty: 2365.554443
	Iteration 12Q: 3 clusters Score -159166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -159186.750000 Penalty: 2365.554443
	Iteration 13Q: 3 clusters Score -159186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159199.000000 Penalty: 2365.554443
	Iteration 14Q: 3 clusters Score -159199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -159222.953125 Penalty: 2365.554443
	Iteration 15Q: 3 clusters Score -159223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -159243.718750 Penalty: 2365.554443
	Iteration 16Q: 3 clusters Score -159243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -159263.546875 Penalty: 2365.554443
	Iteration 17Q: 3 clusters Score -159263.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -159285.062500 Penalty: 2365.554443
	Iteration 18Q: 3 clusters Score -159285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -159295.921875 Penalty: 2365.554443
	Iteration 19Q: 3 clusters Score -159295.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -159307.328125 Penalty: 2365.554443
	Iteration 20F: 3 clusters Score -159307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159319.109375 Penalty: 2365.554443
	Iteration 21Q: 3 clusters Score -159319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -159323.468750 Penalty: 2365.554443
	Iteration 22Q: 3 clusters Score -159323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -159323.468750 Penalty: 2365.554443
	Iteration 23F: 3 clusters Score -159323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 1052 members 
Entering Unmasked Estep 
Score: -141697600.000000 Penalty: 77134.625000
Splitting cluster 6 changes total score from -141698832.000000 to -141697600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -155462.781250 Penalty: 1174.731079
	Iteration 0F: 2 clusters Score -155462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153803.046875 Penalty: 2349.462158
	Iteration 0F: 3 clusters Score -153803 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -154200.656250 Penalty: 2349.462158
	Iteration 1F: 3 clusters Score -154200.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -154372.343750 Penalty: 2349.462158
	Iteration 2F: 3 clusters Score -154372.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -154504.718750 Penalty: 2349.462158
	Iteration 3F: 3 clusters Score -154504.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -154618.250000 Penalty: 2349.462158
	Iteration 4Q: 3 clusters Score -154618.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -154736.218750 Penalty: 2349.462158
	Iteration 5F: 3 clusters Score -154736.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -154866.765625 Penalty: 2349.462158
	Iteration 6Q: 3 clusters Score -154866.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154970.109375 Penalty: 2349.462158
	Iteration 7Q: 3 clusters Score -154970.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155035.359375 Penalty: 2349.462158
	Iteration 8Q: 3 clusters Score -155035.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -155087.937500 Penalty: 2349.462158
	Iteration 9Q: 3 clusters Score -155087.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155113.234375 Penalty: 2349.462158
	Iteration 10Q: 3 clusters Score -155113.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155128.125000 Penalty: 2349.462158
	Iteration 11Q: 3 clusters Score -155128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -155134.421875 Penalty: 2349.462158
	Iteration 12Q: 3 clusters Score -155134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155141.046875 Penalty: 2349.462158
	Iteration 13Q: 3 clusters Score -155141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155144.671875 Penalty: 2349.462158
	Iteration 14Q: 3 clusters Score -155144.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155148.109375 Penalty: 2349.462158
	Iteration 15Q: 3 clusters Score -155148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155151.296875 Penalty: 2349.462158
	Iteration 16Q: 3 clusters Score -155151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155153.046875 Penalty: 2349.462158
	Iteration 17Q: 3 clusters Score -155153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155155.109375 Penalty: 2349.462158
	Iteration 18Q: 3 clusters Score -155155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155158.437500 Penalty: 2349.462158
	Iteration 19Q: 3 clusters Score -155158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -155163.375000 Penalty: 2349.462158
	Iteration 20F: 3 clusters Score -155163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -155173.000000 Penalty: 2349.462158
	Iteration 21Q: 3 clusters Score -155173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -155179.609375 Penalty: 2349.462158
	Iteration 22Q: 3 clusters Score -155179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -155185.859375 Penalty: 2349.462158
	Iteration 23Q: 3 clusters Score -155185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -155188.093750 Penalty: 2349.462158
	Iteration 24Q: 3 clusters Score -155188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155188.859375 Penalty: 2349.462158
	Iteration 25Q: 3 clusters Score -155188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155188.859375 Penalty: 2349.462158
	Iteration 26F: 3 clusters Score -155188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Entering Unmasked Estep 
Score: -1353934.250000 Penalty: 1512.109009
	Iteration 0F: 2 clusters Score -1353934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1346149.375000 Penalty: 3024.218018
	Iteration 0F: 3 clusters Score -1346149 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1348704.375000 Penalty: 3024.218018
	Iteration 1F: 3 clusters Score -1348704 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1349000.125000 Penalty: 3024.218018
	Iteration 2F: 3 clusters Score -1349000 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1349245.000000 Penalty: 3024.218018
	Iteration 3F: 3 clusters Score -1349245 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1349466.125000 Penalty: 3024.218018
	Iteration 4Q: 3 clusters Score -1349466 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1349711.250000 Penalty: 3024.218018
	Iteration 5Q: 3 clusters Score -1349711 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1349988.625000 Penalty: 3024.218018
	Iteration 6Q: 3 clusters Score -1349989 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1350243.750000 Penalty: 3024.218018
	Iteration 7Q: 3 clusters Score -1350244 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1350457.500000 Penalty: 3024.218018
	Iteration 8Q: 3 clusters Score -1350458 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1350711.250000 Penalty: 3024.218018
	Iteration 9Q: 3 clusters Score -1350711 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1350968.125000 Penalty: 3024.218018
	Iteration 10Q: 3 clusters Score -1350968 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1351237.500000 Penalty: 3024.218018
	Iteration 11Q: 3 clusters Score -1351238 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1351448.875000 Penalty: 3024.218018
	Iteration 12Q: 3 clusters Score -1351449 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1351618.875000 Penalty: 3024.218018
	Iteration 13Q: 3 clusters Score -1351619 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1351762.875000 Penalty: 3024.218018
	Iteration 14Q: 3 clusters Score -1351763 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1351875.875000 Penalty: 3024.218018
	Iteration 15Q: 3 clusters Score -1351876 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1351981.750000 Penalty: 3024.218018
	Iteration 16Q: 3 clusters Score -1351982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1352084.875000 Penalty: 3024.218018
	Iteration 17Q: 3 clusters Score -1352085 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1352188.375000 Penalty: 3024.218018
	Iteration 18Q: 3 clusters Score -1352188 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1352280.750000 Penalty: 3024.218018
	Iteration 19Q: 3 clusters Score -1352281 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1352364.375000 Penalty: 3024.218018
	Iteration 20F: 3 clusters Score -1352364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1352433.875000 Penalty: 3024.218018
	Iteration 21Q: 3 clusters Score -1352434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1352491.125000 Penalty: 3024.218018
	Iteration 22Q: 3 clusters Score -1352491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1352537.375000 Penalty: 3024.218018
	Iteration 23Q: 3 clusters Score -1352537 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1352565.500000 Penalty: 3024.218018
	Iteration 24Q: 3 clusters Score -1352566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1352591.875000 Penalty: 3024.218018
	Iteration 25Q: 3 clusters Score -1352592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1352613.375000 Penalty: 3024.218018
	Iteration 26Q: 3 clusters Score -1352613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1352632.250000 Penalty: 3024.218018
	Iteration 27Q: 3 clusters Score -1352632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1352638.875000 Penalty: 3024.218018
	Iteration 28Q: 3 clusters Score -1352639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1352647.875000 Penalty: 3024.218018
	Iteration 29Q: 3 clusters Score -1352648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1352651.500000 Penalty: 3024.218018
	Iteration 30Q: 3 clusters Score -1352652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1352658.000000 Penalty: 3024.218018
	Iteration 31Q: 3 clusters Score -1352658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1352657.875000 Penalty: 3024.218018
	Iteration 32Q: 3 clusters Score -1352658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1352658.000000 Penalty: 3024.218018
	Iteration 33Q: 3 clusters Score -1352658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1352659.625000 Penalty: 3024.218018
	Iteration 34Q: 3 clusters Score -1352660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1352658.750000 Penalty: 3024.218018
	Iteration 35Q: 3 clusters Score -1352659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1352660.875000 Penalty: 3024.218018
	Iteration 36Q: 3 clusters Score -1352661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1352660.000000 Penalty: 3024.218018
	Iteration 37Q: 3 clusters Score -1352660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1352660.125000 Penalty: 3024.218018
	Iteration 38Q: 3 clusters Score -1352660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1352660.000000 Penalty: 3024.218018
	Iteration 39Q: 3 clusters Score -1352660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1352661.375000 Penalty: 3024.218018
	Iteration 40F: 3 clusters Score -1352661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1352661.000000 Penalty: 3024.218018
	Iteration 41Q: 3 clusters Score -1352661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1352662.125000 Penalty: 3024.218018
	Iteration 42Q: 3 clusters Score -1352662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1352660.875000 Penalty: 3024.218018
	Iteration 43Q: 3 clusters Score -1352661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1352661.375000 Penalty: 3024.218018
	Iteration 44Q: 3 clusters Score -1352661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1352661.500000 Penalty: 3024.218018
	Iteration 45Q: 3 clusters Score -1352662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1352661.500000 Penalty: 3024.218018
	Iteration 46F: 3 clusters Score -1352662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1537913.000000 Penalty: 1533.161987
	Iteration 0F: 2 clusters Score -1537913 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 6360 members 
Entering Unmasked Estep 
Score: -1529154.000000 Penalty: 3066.323975
	Iteration 0F: 3 clusters Score -1529154 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1532187.875000 Penalty: 3066.323975
	Iteration 1F: 3 clusters Score -1532188 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1532644.875000 Penalty: 3066.323975
	Iteration 2F: 3 clusters Score -1532645 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1533168.875000 Penalty: 3066.323975
	Iteration 3F: 3 clusters Score -1533169 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1533814.250000 Penalty: 3066.323975
	Iteration 4F: 3 clusters Score -1533814 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1534412.750000 Penalty: 3066.323975
	Iteration 5F: 3 clusters Score -1534413 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1534981.250000 Penalty: 3066.323975
	Iteration 6F: 3 clusters Score -1534981 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1535480.875000 Penalty: 3066.323975
	Iteration 7Q: 3 clusters Score -1535481 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1535867.625000 Penalty: 3066.323975
	Iteration 8Q: 3 clusters Score -1535868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1536139.000000 Penalty: 3066.323975
	Iteration 9Q: 3 clusters Score -1536139 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1536298.625000 Penalty: 3066.323975
	Iteration 10Q: 3 clusters Score -1536299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1536396.375000 Penalty: 3066.323975
	Iteration 11Q: 3 clusters Score -1536396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1536453.625000 Penalty: 3066.323975
	Iteration 12Q: 3 clusters Score -1536454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1536498.125000 Penalty: 3066.323975
	Iteration 13Q: 3 clusters Score -1536498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1536524.500000 Penalty: 3066.323975
	Iteration 14Q: 3 clusters Score -1536524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1536548.375000 Penalty: 3066.323975
	Iteration 15Q: 3 clusters Score -1536548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1536576.875000 Penalty: 3066.323975
	Iteration 16Q: 3 clusters Score -1536577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1536598.875000 Penalty: 3066.323975
	Iteration 17Q: 3 clusters Score -1536599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1536623.125000 Penalty: 3066.323975
	Iteration 18Q: 3 clusters Score -1536623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1536640.625000 Penalty: 3066.323975
	Iteration 19Q: 3 clusters Score -1536641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1536651.250000 Penalty: 3066.323975
	Iteration 20F: 3 clusters Score -1536651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1536659.875000 Penalty: 3066.323975
	Iteration 21Q: 3 clusters Score -1536660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1536662.250000 Penalty: 3066.323975
	Iteration 22Q: 3 clusters Score -1536662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1536664.500000 Penalty: 3066.323975
	Iteration 23Q: 3 clusters Score -1536664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1536667.750000 Penalty: 3066.323975
	Iteration 24Q: 3 clusters Score -1536668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1536668.000000 Penalty: 3066.323975
	Iteration 25Q: 3 clusters Score -1536668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1536669.375000 Penalty: 3066.323975
	Iteration 26Q: 3 clusters Score -1536669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1536672.625000 Penalty: 3066.323975
	Iteration 27Q: 3 clusters Score -1536673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1536674.125000 Penalty: 3066.323975
	Iteration 28Q: 3 clusters Score -1536674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1536674.125000 Penalty: 3066.323975
	Iteration 29Q: 3 clusters Score -1536674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1536675.750000 Penalty: 3066.323975
	Iteration 30Q: 3 clusters Score -1536676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1536672.500000 Penalty: 3066.323975
	Iteration 31Q: 3 clusters Score -1536672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1536673.875000 Penalty: 3066.323975
	Iteration 32Q: 3 clusters Score -1536674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1536673.875000 Penalty: 3066.323975
	Iteration 33F: 3 clusters Score -1536674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (125950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125950 members 
Entering Unmasked Estep 
Score: -15890026.000000 Penalty: 1908.341431
	Iteration 0F: 2 clusters Score -1.589003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -15811289.000000 Penalty: 3816.682861
	Iteration 0F: 3 clusters Score -1.581129e+07 nChanged 60720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -15847144.000000 Penalty: 3816.682861
	Iteration 1F: 3 clusters Score -1.584714e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -15849073.000000 Penalty: 3816.682861
	Iteration 2Q: 3 clusters Score -1.584907e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -15852949.000000 Penalty: 3816.682861
	Iteration 3F: 3 clusters Score -1.585295e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -15859725.000000 Penalty: 3816.682861
	Iteration 4F: 3 clusters Score -1.585972e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -15869973.000000 Penalty: 3816.682861
	Iteration 5F: 3 clusters Score -1.586997e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -15880514.000000 Penalty: 3816.682861
	Iteration 6F: 3 clusters Score -1.588051e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 120941 members 
Entering Unmasked Estep 
Score: -15886128.000000 Penalty: 3816.682861
	Iteration 7F: 3 clusters Score -1.588613e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -15887660.000000 Penalty: 3816.682861
	Iteration 8Q: 3 clusters Score -1.588766e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -15888161.000000 Penalty: 3816.682861
	Iteration 9Q: 3 clusters Score -1.588816e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -15888304.000000 Penalty: 3816.682861
	Iteration 10Q: 3 clusters Score -1.58883e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 125773 members 
Entering Unmasked Estep 
Score: -15888344.000000 Penalty: 3816.682861
	Iteration 11Q: 3 clusters Score -1.588834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125796 members 
Entering Unmasked Estep 
Score: -15888368.000000 Penalty: 3816.682861
	Iteration 12Q: 3 clusters Score -1.588837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -15888385.000000 Penalty: 3816.682861
	Iteration 13Q: 3 clusters Score -1.588838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125803 members 
Entering Unmasked Estep 
Score: -15888390.000000 Penalty: 3816.682861
	Iteration 14Q: 3 clusters Score -1.588839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -15888398.000000 Penalty: 3816.682861
	Iteration 15Q: 3 clusters Score -1.58884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -15888394.000000 Penalty: 3816.682861
	Iteration 16Q: 3 clusters Score -1.588839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -15888389.000000 Penalty: 3816.682861
	Iteration 17Q: 3 clusters Score -1.588839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -15888394.000000 Penalty: 3816.682861
	Iteration 18Q: 3 clusters Score -1.588839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -15888411.000000 Penalty: 3816.682861
	Iteration 19Q: 3 clusters Score -1.588841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -15888421.000000 Penalty: 3816.682861
	Iteration 20F: 3 clusters Score -1.588842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -69167.085938 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -69167.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68074.367188 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -68074.37 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68946.507812 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -68946.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -69221.132812 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -69221.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69327.507812 Penalty: 2153.683105
	Iteration 3Q: 3 clusters Score -69327.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -69417.539062 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -69417.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69471.945312 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -69471.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69495.445312 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -69495.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69538.679688 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -69538.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69585.695312 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -69585.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69598.046875 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -69598.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69606.445312 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -69606.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69609.859375 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -69609.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69610.296875 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -69610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69643.507812 Penalty: 2153.683105
	Iteration 13F: 3 clusters Score -69643.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69686.820312 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -69686.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69732.734375 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -69732.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69786.945312 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -69786.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69799.835938 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -69799.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69820.492188 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -69820.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69828.218750 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -69828.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69840.562500 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -69840.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69850.359375 Penalty: 2153.683105
	Iteration 21Q: 3 clusters Score -69850.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69857.960938 Penalty: 2153.683105
	Iteration 22Q: 3 clusters Score -69857.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69863.062500 Penalty: 2153.683105
	Iteration 23Q: 3 clusters Score -69863.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69863.750000 Penalty: 2153.683105
	Iteration 24Q: 3 clusters Score -69863.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69865.390625 Penalty: 2153.683105
	Iteration 25Q: 3 clusters Score -69865.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69865.812500 Penalty: 2153.683105
	Iteration 26Q: 3 clusters Score -69865.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69865.812500 Penalty: 2153.683105
	Iteration 27F: 3 clusters Score -69865.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 406 members 
Entering Unmasked Estep 
Score: -141697792.000000 Penalty: 77134.625000
Splitting cluster 11 changes total score from -141698832.000000 to -141697792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (107286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Entering Unmasked Estep 
Score: -13278659.000000 Penalty: 1882.278809
	Iteration 0F: 2 clusters Score -1.327866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -13209292.000000 Penalty: 3764.557617
	Iteration 0F: 3 clusters Score -1.320929e+07 nChanged 51470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -13239373.000000 Penalty: 3764.557617
	Iteration 1F: 3 clusters Score -1.323937e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -13240550.000000 Penalty: 3764.557617
	Iteration 2Q: 3 clusters Score -1.324055e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -13242459.000000 Penalty: 3764.557617
	Iteration 3Q: 3 clusters Score -1.324246e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -13245444.000000 Penalty: 3764.557617
	Iteration 4F: 3 clusters Score -1.324544e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -13249848.000000 Penalty: 3764.557617
	Iteration 5F: 3 clusters Score -1.324985e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -13255489.000000 Penalty: 3764.557617
	Iteration 6F: 3 clusters Score -1.325549e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -13261572.000000 Penalty: 3764.557617
	Iteration 7F: 3 clusters Score -1.326157e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -13267010.000000 Penalty: 3764.557617
	Iteration 8F: 3 clusters Score -1.326701e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -13271348.000000 Penalty: 3764.557617
	Iteration 9Q: 3 clusters Score -1.327135e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -13274232.000000 Penalty: 3764.557617
	Iteration 10Q: 3 clusters Score -1.327423e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13275812.000000 Penalty: 3764.557617
	Iteration 11Q: 3 clusters Score -1.327581e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -13276546.000000 Penalty: 3764.557617
	Iteration 12Q: 3 clusters Score -1.327655e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13276978.000000 Penalty: 3764.557617
	Iteration 13Q: 3 clusters Score -1.327698e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -13277256.000000 Penalty: 3764.557617
	Iteration 14Q: 3 clusters Score -1.327726e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13277392.000000 Penalty: 3764.557617
	Iteration 15Q: 3 clusters Score -1.327739e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13277482.000000 Penalty: 3764.557617
	Iteration 16Q: 3 clusters Score -1.327748e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -13277538.000000 Penalty: 3764.557617
	Iteration 17Q: 3 clusters Score -1.327754e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13277585.000000 Penalty: 3764.557617
	Iteration 18Q: 3 clusters Score -1.327758e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13277606.000000 Penalty: 3764.557617
	Iteration 19Q: 3 clusters Score -1.327761e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13277616.000000 Penalty: 3764.557617
	Iteration 20F: 3 clusters Score -1.327762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106158 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13277640.000000 Penalty: 3764.557617
	Iteration 21Q: 3 clusters Score -1.327764e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13277665.000000 Penalty: 3764.557617
	Iteration 22Q: 3 clusters Score -1.327766e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13277689.000000 Penalty: 3764.557617
	Iteration 23Q: 3 clusters Score -1.327769e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13277697.000000 Penalty: 3764.557617
	Iteration 24Q: 3 clusters Score -1.32777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -13277712.000000 Penalty: 3764.557617
	Iteration 25Q: 3 clusters Score -1.327771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13277713.000000 Penalty: 3764.557617
	Iteration 26Q: 3 clusters Score -1.327771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13277719.000000 Penalty: 3764.557617
	Iteration 27Q: 3 clusters Score -1.327772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13277715.000000 Penalty: 3764.557617
	Iteration 28Q: 3 clusters Score -1.327772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13277715.000000 Penalty: 3764.557617
	Iteration 29Q: 3 clusters Score -1.327772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13277717.000000 Penalty: 3764.557617
	Iteration 30Q: 3 clusters Score -1.327772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13277719.000000 Penalty: 3764.557617
	Iteration 31Q: 3 clusters Score -1.327772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13277719.000000 Penalty: 3764.557617
	Iteration 32F: 3 clusters Score -1.327772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -1003405.875000 Penalty: 1461.512695
	Iteration 0F: 2 clusters Score -1003406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -997466.750000 Penalty: 2923.025391
	Iteration 0F: 3 clusters Score -997466.8 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -999300.812500 Penalty: 2923.025391
	Iteration 1F: 3 clusters Score -999300.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -999531.375000 Penalty: 2923.025391
	Iteration 2F: 3 clusters Score -999531.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -999708.187500 Penalty: 2923.025391
	Iteration 3F: 3 clusters Score -999708.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -999856.812500 Penalty: 2923.025391
	Iteration 4Q: 3 clusters Score -999856.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -999960.562500 Penalty: 2923.025391
	Iteration 5Q: 3 clusters Score -999960.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1000059.062500 Penalty: 2923.025391
	Iteration 6Q: 3 clusters Score -1000059 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1000144.750000 Penalty: 2923.025391
	Iteration 7Q: 3 clusters Score -1000145 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1000258.312500 Penalty: 2923.025391
	Iteration 8Q: 3 clusters Score -1000258 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1000387.312500 Penalty: 2923.025391
	Iteration 9Q: 3 clusters Score -1000387 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1000545.375000 Penalty: 2923.025391
	Iteration 10Q: 3 clusters Score -1000545 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1000741.625000 Penalty: 2923.025391
	Iteration 11Q: 3 clusters Score -1000742 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1000945.812500 Penalty: 2923.025391
	Iteration 12Q: 3 clusters Score -1000946 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1001125.500000 Penalty: 2923.025391
	Iteration 13Q: 3 clusters Score -1001126 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1001341.500000 Penalty: 2923.025391
	Iteration 14Q: 3 clusters Score -1001342 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1001548.000000 Penalty: 2923.025391
	Iteration 15Q: 3 clusters Score -1001548 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1001699.937500 Penalty: 2923.025391
	Iteration 16Q: 3 clusters Score -1001700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1001823.187500 Penalty: 2923.025391
	Iteration 17Q: 3 clusters Score -1001823 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1001934.250000 Penalty: 2923.025391
	Iteration 18Q: 3 clusters Score -1001934 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1002013.750000 Penalty: 2923.025391
	Iteration 19Q: 3 clusters Score -1002014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1002062.375000 Penalty: 2923.025391
	Iteration 20F: 3 clusters Score -1002062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1002094.750000 Penalty: 2923.025391
	Iteration 21Q: 3 clusters Score -1002095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1002115.250000 Penalty: 2923.025391
	Iteration 22Q: 3 clusters Score -1002115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1002133.500000 Penalty: 2923.025391
	Iteration 23Q: 3 clusters Score -1002134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1002147.625000 Penalty: 2923.025391
	Iteration 24Q: 3 clusters Score -1002148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1002152.625000 Penalty: 2923.025391
	Iteration 25Q: 3 clusters Score -1002153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1002156.187500 Penalty: 2923.025391
	Iteration 26Q: 3 clusters Score -1002156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1002156.625000 Penalty: 2923.025391
	Iteration 27Q: 3 clusters Score -1002157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1002156.625000 Penalty: 2923.025391
	Iteration 28F: 3 clusters Score -1002157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -355445.968750 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -355446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -352757.375000 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -352757.4 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -353458.406250 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -353458.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -353685.218750 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -353685.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -353813.437500 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -353813.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -353893.125000 Penalty: 2603.042969
	Iteration 4Q: 3 clusters Score -353893.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -353949.281250 Penalty: 2603.042969
	Iteration 5Q: 3 clusters Score -353949.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -353984.062500 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -353984.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -354008.750000 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -354008.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -354029.812500 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -354029.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -354062.687500 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -354062.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -354098.625000 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -354098.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -354146.718750 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -354146.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -354203.531250 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -354203.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -354274.593750 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -354274.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -354342.750000 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -354342.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -354418.156250 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -354418.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -354473.687500 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -354473.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -354525.312500 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -354525.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -354581.562500 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -354581.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -354628.281250 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -354628.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -354663.187500 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -354663.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -354693.281250 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -354693.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -354715.687500 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -354715.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -354740.093750 Penalty: 2603.042969
	Iteration 23Q: 3 clusters Score -354740.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -354772.968750 Penalty: 2603.042969
	Iteration 24Q: 3 clusters Score -354773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -354793.593750 Penalty: 2603.042969
	Iteration 25Q: 3 clusters Score -354793.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -354819.312500 Penalty: 2603.042969
	Iteration 26Q: 3 clusters Score -354819.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -354838.812500 Penalty: 2603.042969
	Iteration 27Q: 3 clusters Score -354838.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -354851.781250 Penalty: 2603.042969
	Iteration 28Q: 3 clusters Score -354851.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -354859.000000 Penalty: 2603.042969
	Iteration 29Q: 3 clusters Score -354859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -354862.750000 Penalty: 2603.042969
	Iteration 30Q: 3 clusters Score -354862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -354865.375000 Penalty: 2603.042969
	Iteration 31Q: 3 clusters Score -354865.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -354869.750000 Penalty: 2603.042969
	Iteration 32Q: 3 clusters Score -354869.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -354876.656250 Penalty: 2603.042969
	Iteration 33Q: 3 clusters Score -354876.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -354887.250000 Penalty: 2603.042969
	Iteration 34Q: 3 clusters Score -354887.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -354893.437500 Penalty: 2603.042969
	Iteration 35Q: 3 clusters Score -354893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -354897.843750 Penalty: 2603.042969
	Iteration 36Q: 3 clusters Score -354897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -354898.281250 Penalty: 2603.042969
	Iteration 37Q: 3 clusters Score -354898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -354898.843750 Penalty: 2603.042969
	Iteration 38Q: 3 clusters Score -354898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -354898.843750 Penalty: 2603.042969
	Iteration 39F: 3 clusters Score -354898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Entering Unmasked Estep 
Score: -1309287.125000 Penalty: 1508.220581
	Iteration 0F: 2 clusters Score -1309287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1301697.875000 Penalty: 3016.441162
	Iteration 0F: 3 clusters Score -1301698 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1304229.500000 Penalty: 3016.441162
	Iteration 1F: 3 clusters Score -1304230 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1304523.875000 Penalty: 3016.441162
	Iteration 2F: 3 clusters Score -1304524 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1304821.875000 Penalty: 3016.441162
	Iteration 3F: 3 clusters Score -1304822 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1305148.500000 Penalty: 3016.441162
	Iteration 4F: 3 clusters Score -1305148 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1305500.000000 Penalty: 3016.441162
	Iteration 5F: 3 clusters Score -1305500 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1305890.500000 Penalty: 3016.441162
	Iteration 6F: 3 clusters Score -1305890 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1306300.625000 Penalty: 3016.441162
	Iteration 7F: 3 clusters Score -1306301 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1306678.375000 Penalty: 3016.441162
	Iteration 8Q: 3 clusters Score -1306678 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1307003.625000 Penalty: 3016.441162
	Iteration 9Q: 3 clusters Score -1307004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1307237.750000 Penalty: 3016.441162
	Iteration 10Q: 3 clusters Score -1307238 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1307422.750000 Penalty: 3016.441162
	Iteration 11Q: 3 clusters Score -1307423 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1307534.750000 Penalty: 3016.441162
	Iteration 12Q: 3 clusters Score -1307535 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1307621.875000 Penalty: 3016.441162
	Iteration 13Q: 3 clusters Score -1307622 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1307681.750000 Penalty: 3016.441162
	Iteration 14Q: 3 clusters Score -1307682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1307713.500000 Penalty: 3016.441162
	Iteration 15Q: 3 clusters Score -1307714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1307751.750000 Penalty: 3016.441162
	Iteration 16Q: 3 clusters Score -1307752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1307780.625000 Penalty: 3016.441162
	Iteration 17Q: 3 clusters Score -1307781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1307814.375000 Penalty: 3016.441162
	Iteration 18Q: 3 clusters Score -1307814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1307844.500000 Penalty: 3016.441162
	Iteration 19Q: 3 clusters Score -1307844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1307869.375000 Penalty: 3016.441162
	Iteration 20F: 3 clusters Score -1307869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1307889.125000 Penalty: 3016.441162
	Iteration 21Q: 3 clusters Score -1307889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1307905.500000 Penalty: 3016.441162
	Iteration 22Q: 3 clusters Score -1307906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1307916.750000 Penalty: 3016.441162
	Iteration 23Q: 3 clusters Score -1307917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1307928.250000 Penalty: 3016.441162
	Iteration 24Q: 3 clusters Score -1307928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1307940.250000 Penalty: 3016.441162
	Iteration 25Q: 3 clusters Score -1307940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1307946.000000 Penalty: 3016.441162
	Iteration 26Q: 3 clusters Score -1307946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1307953.500000 Penalty: 3016.441162
	Iteration 27Q: 3 clusters Score -1307954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1307958.000000 Penalty: 3016.441162
	Iteration 28Q: 3 clusters Score -1307958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1307961.000000 Penalty: 3016.441162
	Iteration 29Q: 3 clusters Score -1307961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1307970.875000 Penalty: 3016.441162
	Iteration 30Q: 3 clusters Score -1307971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1307981.750000 Penalty: 3016.441162
	Iteration 31Q: 3 clusters Score -1307982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1307984.250000 Penalty: 3016.441162
	Iteration 32Q: 3 clusters Score -1307984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1307994.750000 Penalty: 3016.441162
	Iteration 33Q: 3 clusters Score -1307995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1307998.750000 Penalty: 3016.441162
	Iteration 34Q: 3 clusters Score -1307999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1308007.625000 Penalty: 3016.441162
	Iteration 35Q: 3 clusters Score -1308008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1308011.500000 Penalty: 3016.441162
	Iteration 36Q: 3 clusters Score -1308012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1308012.250000 Penalty: 3016.441162
	Iteration 37Q: 3 clusters Score -1308012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1308019.500000 Penalty: 3016.441162
	Iteration 38Q: 3 clusters Score -1308020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1308025.000000 Penalty: 3016.441162
	Iteration 39Q: 3 clusters Score -1308025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1308028.750000 Penalty: 3016.441162
	Iteration 40F: 3 clusters Score -1308029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1308029.875000 Penalty: 3016.441162
	Iteration 41Q: 3 clusters Score -1308030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1308032.375000 Penalty: 3016.441162
	Iteration 42Q: 3 clusters Score -1308032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1308034.750000 Penalty: 3016.441162
	Iteration 43Q: 3 clusters Score -1308035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1308036.500000 Penalty: 3016.441162
	Iteration 44Q: 3 clusters Score -1308036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1308035.500000 Penalty: 3016.441162
	Iteration 45Q: 3 clusters Score -1308036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1308039.000000 Penalty: 3016.441162
	Iteration 46Q: 3 clusters Score -1308039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1308039.125000 Penalty: 3016.441162
	Iteration 47Q: 3 clusters Score -1308039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1308038.375000 Penalty: 3016.441162
	Iteration 48Q: 3 clusters Score -1308038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1308039.000000 Penalty: 3016.441162
	Iteration 49Q: 3 clusters Score -1308039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1308038.875000 Penalty: 3016.441162
	Iteration 50Q: 3 clusters Score -1308039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1308038.875000 Penalty: 3016.441162
	Iteration 51F: 3 clusters Score -1308039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (115898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Entering Unmasked Estep 
Score: -14559102.000000 Penalty: 1894.825806
	Iteration 0F: 2 clusters Score -1.45591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -14484872.000000 Penalty: 3789.651611
	Iteration 0F: 3 clusters Score -1.448487e+07 nChanged 55433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -14517238.000000 Penalty: 3789.651611
	Iteration 1F: 3 clusters Score -1.451724e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -14518130.000000 Penalty: 3789.651611
	Iteration 2Q: 3 clusters Score -1.451813e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -14519490.000000 Penalty: 3789.651611
	Iteration 3Q: 3 clusters Score -1.451949e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -14522013.000000 Penalty: 3789.651611
	Iteration 4Q: 3 clusters Score -1.452201e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -14526632.000000 Penalty: 3789.651611
	Iteration 5F: 3 clusters Score -1.452663e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -14533863.000000 Penalty: 3789.651611
	Iteration 6F: 3 clusters Score -1.453386e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -14542634.000000 Penalty: 3789.651611
	Iteration 7F: 3 clusters Score -1.454263e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -14550561.000000 Penalty: 3789.651611
	Iteration 8F: 3 clusters Score -1.455056e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 102711 members 
Entering Unmasked Estep 
Score: -14555573.000000 Penalty: 3789.651611
	Iteration 9Q: 3 clusters Score -1.455557e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -14558145.000000 Penalty: 3789.651611
	Iteration 10Q: 3 clusters Score -1.455814e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -14559131.000000 Penalty: 3789.651611
	Iteration 11Q: 3 clusters Score -1.455913e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -14559616.000000 Penalty: 3789.651611
	Iteration 12Q: 3 clusters Score -1.455962e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -14559926.000000 Penalty: 3789.651611
	Iteration 13Q: 3 clusters Score -1.455993e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -14560038.000000 Penalty: 3789.651611
	Iteration 14Q: 3 clusters Score -1.456004e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -14560076.000000 Penalty: 3789.651611
	Iteration 15Q: 3 clusters Score -1.456008e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 111270 members 
Entering Unmasked Estep 
Score: -14560106.000000 Penalty: 3789.651611
	Iteration 16Q: 3 clusters Score -1.456011e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -14560090.000000 Penalty: 3789.651611
	Iteration 17Q: 3 clusters Score -1.456009e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -14560085.000000 Penalty: 3789.651611
	Iteration 18Q: 3 clusters Score -1.456008e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 112522 members 
Entering Unmasked Estep 
Score: -14560043.000000 Penalty: 3789.651611
	Iteration 19Q: 3 clusters Score -1.456004e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -14559966.000000 Penalty: 3789.651611
	Iteration 20F: 3 clusters Score -1.455997e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 112968 members 
Entering Unmasked Estep 
Score: -14559955.000000 Penalty: 3789.651611
	Iteration 21Q: 3 clusters Score -1.455996e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -14559894.000000 Penalty: 3789.651611
	Iteration 22Q: 3 clusters Score -1.455989e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -14559883.000000 Penalty: 3789.651611
	Iteration 23Q: 3 clusters Score -1.455988e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 113350 members 
Entering Unmasked Estep 
Score: -14559858.000000 Penalty: 3789.651611
	Iteration 24Q: 3 clusters Score -1.455986e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 113424 members 
Entering Unmasked Estep 
Score: -14559800.000000 Penalty: 3789.651611
	Iteration 25Q: 3 clusters Score -1.45598e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -14559785.000000 Penalty: 3789.651611
	Iteration 26Q: 3 clusters Score -1.455978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -14559759.000000 Penalty: 3789.651611
	Iteration 27Q: 3 clusters Score -1.455976e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -14559734.000000 Penalty: 3789.651611
	Iteration 28Q: 3 clusters Score -1.455973e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 113645 members 
Entering Unmasked Estep 
Score: -14559729.000000 Penalty: 3789.651611
	Iteration 29Q: 3 clusters Score -1.455973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -14559714.000000 Penalty: 3789.651611
	Iteration 30Q: 3 clusters Score -1.455971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -14559698.000000 Penalty: 3789.651611
	Iteration 31Q: 3 clusters Score -1.45597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 113730 members 
Entering Unmasked Estep 
Score: -14559708.000000 Penalty: 3789.651611
	Iteration 32Q: 3 clusters Score -1.455971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -14559695.000000 Penalty: 3789.651611
	Iteration 33Q: 3 clusters Score -1.45597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -14559680.000000 Penalty: 3789.651611
	Iteration 34Q: 3 clusters Score -1.455968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -14559671.000000 Penalty: 3789.651611
	Iteration 35Q: 3 clusters Score -1.455967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -14559656.000000 Penalty: 3789.651611
	Iteration 36Q: 3 clusters Score -1.455966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -14559654.000000 Penalty: 3789.651611
	Iteration 37Q: 3 clusters Score -1.455965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -14559647.000000 Penalty: 3789.651611
	Iteration 38Q: 3 clusters Score -1.455965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -14559640.000000 Penalty: 3789.651611
	Iteration 39Q: 3 clusters Score -1.455964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 113866 members 
Entering Unmasked Estep 
Score: -14559650.000000 Penalty: 3789.651611
	Iteration 40F: 3 clusters Score -1.455965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -14559641.000000 Penalty: 3789.651611
	Iteration 41Q: 3 clusters Score -1.455964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -14559639.000000 Penalty: 3789.651611
	Iteration 42Q: 3 clusters Score -1.455964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -14559636.000000 Penalty: 3789.651611
	Iteration 43Q: 3 clusters Score -1.455964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -14559632.000000 Penalty: 3789.651611
	Iteration 44Q: 3 clusters Score -1.455963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -14559629.000000 Penalty: 3789.651611
	Iteration 45Q: 3 clusters Score -1.455963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -14559624.000000 Penalty: 3789.651611
	Iteration 46Q: 3 clusters Score -1.455962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -14559616.000000 Penalty: 3789.651611
	Iteration 47Q: 3 clusters Score -1.455962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -14559618.000000 Penalty: 3789.651611
	Iteration 48Q: 3 clusters Score -1.455962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -14559617.000000 Penalty: 3789.651611
	Iteration 49Q: 3 clusters Score -1.455962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -14559624.000000 Penalty: 3789.651611
	Iteration 50Q: 3 clusters Score -1.455962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -14559627.000000 Penalty: 3789.651611
	Iteration 51Q: 3 clusters Score -1.455963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -14559629.000000 Penalty: 3789.651611
	Iteration 52Q: 3 clusters Score -1.455963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -14559628.000000 Penalty: 3789.651611
	Iteration 53Q: 3 clusters Score -1.455963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 113913 members 
Entering Unmasked Estep 
Score: -14559626.000000 Penalty: 3789.651611
	Iteration 54Q: 3 clusters Score -1.455963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 113915 members 
Entering Unmasked Estep 
Score: -14559624.000000 Penalty: 3789.651611
	Iteration 55Q: 3 clusters Score -1.455962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -14559613.000000 Penalty: 3789.651611
	Iteration 56Q: 3 clusters Score -1.455961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 113919 members 
Entering Unmasked Estep 
Score: -14559614.000000 Penalty: 3789.651611
	Iteration 57Q: 3 clusters Score -1.455961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -14559610.000000 Penalty: 3789.651611
	Iteration 58Q: 3 clusters Score -1.455961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -14559611.000000 Penalty: 3789.651611
	Iteration 59Q: 3 clusters Score -1.455961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -14559615.000000 Penalty: 3789.651611
	Iteration 60F: 3 clusters Score -1.455962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 113923 members 
Entering Unmasked Estep 
Score: -14559612.000000 Penalty: 3789.651611
	Iteration 61Q: 3 clusters Score -1.455961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 113923 members 
Entering Unmasked Estep 
Score: -14559612.000000 Penalty: 3789.651611
	Iteration 62F: 3 clusters Score -1.455961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 113923 members 
Entering Unmasked Estep 
Score: -141698528.000000 Penalty: 77134.625000
Splitting cluster 16 changes total score from -141698832.000000 to -141698528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (8134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Entering Unmasked Estep 
Score: -962905.812500 Penalty: 1463.118774
	Iteration 0F: 2 clusters Score -962905.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -956955.625000 Penalty: 2926.237549
	Iteration 0F: 3 clusters Score -956955.6 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -958870.562500 Penalty: 2926.237549
	Iteration 1F: 3 clusters Score -958870.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -959135.750000 Penalty: 2926.237549
	Iteration 2F: 3 clusters Score -959135.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -959390.312500 Penalty: 2926.237549
	Iteration 3F: 3 clusters Score -959390.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -959690.375000 Penalty: 2926.237549
	Iteration 4F: 3 clusters Score -959690.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -960007.187500 Penalty: 2926.237549
	Iteration 5F: 3 clusters Score -960007.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -960316.625000 Penalty: 2926.237549
	Iteration 6F: 3 clusters Score -960316.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -960635.062500 Penalty: 2926.237549
	Iteration 7F: 3 clusters Score -960635.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -960871.312500 Penalty: 2926.237549
	Iteration 8Q: 3 clusters Score -960871.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -961072.250000 Penalty: 2926.237549
	Iteration 9Q: 3 clusters Score -961072.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -961207.625000 Penalty: 2926.237549
	Iteration 10Q: 3 clusters Score -961207.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -961317.437500 Penalty: 2926.237549
	Iteration 11Q: 3 clusters Score -961317.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -961418.437500 Penalty: 2926.237549
	Iteration 12Q: 3 clusters Score -961418.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -961506.812500 Penalty: 2926.237549
	Iteration 13Q: 3 clusters Score -961506.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -961584.437500 Penalty: 2926.237549
	Iteration 14Q: 3 clusters Score -961584.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -961654.812500 Penalty: 2926.237549
	Iteration 15Q: 3 clusters Score -961654.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -961712.625000 Penalty: 2926.237549
	Iteration 16Q: 3 clusters Score -961712.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -961750.937500 Penalty: 2926.237549
	Iteration 17Q: 3 clusters Score -961750.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -961771.187500 Penalty: 2926.237549
	Iteration 18Q: 3 clusters Score -961771.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -961788.375000 Penalty: 2926.237549
	Iteration 19Q: 3 clusters Score -961788.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -961800.562500 Penalty: 2926.237549
	Iteration 20F: 3 clusters Score -961800.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -961815.625000 Penalty: 2926.237549
	Iteration 21Q: 3 clusters Score -961815.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -961826.062500 Penalty: 2926.237549
	Iteration 22Q: 3 clusters Score -961826.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -961832.875000 Penalty: 2926.237549
	Iteration 23Q: 3 clusters Score -961832.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -961835.937500 Penalty: 2926.237549
	Iteration 24Q: 3 clusters Score -961835.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -961840.375000 Penalty: 2926.237549
	Iteration 25Q: 3 clusters Score -961840.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -961846.000000 Penalty: 2926.237549
	Iteration 26Q: 3 clusters Score -961846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -961846.750000 Penalty: 2926.237549
	Iteration 27Q: 3 clusters Score -961846.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -961850.625000 Penalty: 2926.237549
	Iteration 28Q: 3 clusters Score -961850.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -961853.687500 Penalty: 2926.237549
	Iteration 29Q: 3 clusters Score -961853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -961855.000000 Penalty: 2926.237549
	Iteration 30Q: 3 clusters Score -961855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -961853.937500 Penalty: 2926.237549
	Iteration 31Q: 3 clusters Score -961853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -961853.687500 Penalty: 2926.237549
	Iteration 32Q: 3 clusters Score -961853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -961855.312500 Penalty: 2926.237549
	Iteration 33Q: 3 clusters Score -961855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -961855.500000 Penalty: 2926.237549
	Iteration 34Q: 3 clusters Score -961855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -961854.062500 Penalty: 2926.237549
	Iteration 35Q: 3 clusters Score -961854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -961855.437500 Penalty: 2926.237549
	Iteration 36Q: 3 clusters Score -961855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -961855.437500 Penalty: 2926.237549
	Iteration 37F: 3 clusters Score -961855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Entering Unmasked Estep 
Score: -2212501.750000 Penalty: 1592.862305
	Iteration 0F: 2 clusters Score -2212502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2200112.500000 Penalty: 3185.724609
	Iteration 0F: 3 clusters Score -2200112 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2204703.250000 Penalty: 3185.724609
	Iteration 1F: 3 clusters Score -2204703 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2205286.500000 Penalty: 3185.724609
	Iteration 2F: 3 clusters Score -2205286 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2205876.250000 Penalty: 3185.724609
	Iteration 3F: 3 clusters Score -2205876 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2206442.750000 Penalty: 3185.724609
	Iteration 4F: 3 clusters Score -2206443 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2207075.000000 Penalty: 3185.724609
	Iteration 5F: 3 clusters Score -2207075 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2207770.750000 Penalty: 3185.724609
	Iteration 6F: 3 clusters Score -2207771 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2208563.750000 Penalty: 3185.724609
	Iteration 7F: 3 clusters Score -2208564 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2209377.000000 Penalty: 3185.724609
	Iteration 8F: 3 clusters Score -2209377 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2210178.000000 Penalty: 3185.724609
	Iteration 9Q: 3 clusters Score -2210178 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2211034.500000 Penalty: 3185.724609
	Iteration 10Q: 3 clusters Score -2211034 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2211612.500000 Penalty: 3185.724609
	Iteration 11Q: 3 clusters Score -2211612 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2211836.250000 Penalty: 3185.724609
	Iteration 12Q: 3 clusters Score -2211836 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2211963.500000 Penalty: 3185.724609
	Iteration 13Q: 3 clusters Score -2211964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2212048.000000 Penalty: 3185.724609
	Iteration 14Q: 3 clusters Score -2212048 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2212146.750000 Penalty: 3185.724609
	Iteration 15Q: 3 clusters Score -2212147 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2212282.500000 Penalty: 3185.724609
	Iteration 16Q: 3 clusters Score -2212282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2212437.250000 Penalty: 3185.724609
	Iteration 17Q: 3 clusters Score -2212437 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2212522.500000 Penalty: 3185.724609
	Iteration 18Q: 3 clusters Score -2212522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2212575.750000 Penalty: 3185.724609
	Iteration 19Q: 3 clusters Score -2212576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2212590.500000 Penalty: 3185.724609
	Iteration 20F: 3 clusters Score -2212590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2212592.500000 Penalty: 3185.724609
	Iteration 21Q: 3 clusters Score -2212592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2212590.500000 Penalty: 3185.724609
	Iteration 22Q: 3 clusters Score -2212590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2212591.500000 Penalty: 3185.724609
	Iteration 23Q: 3 clusters Score -2212592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2212592.000000 Penalty: 3185.724609
	Iteration 24Q: 3 clusters Score -2212592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2212595.250000 Penalty: 3185.724609
	Iteration 25Q: 3 clusters Score -2212595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2212596.250000 Penalty: 3185.724609
	Iteration 26Q: 3 clusters Score -2212596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2212596.250000 Penalty: 3185.724609
	Iteration 27F: 3 clusters Score -2212596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 15911 members 
Entering Unmasked Estep 
Score: -141698160.000000 Penalty: 77134.625000
Splitting cluster 18 changes total score from -141698832.000000 to -141698160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -24150.978516 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -24150.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23270.746094 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -23270.75 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23892.970703 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -23892.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24169.673828 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -24169.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24278.089844 Penalty: 2013.844360
	Iteration 3F: 3 clusters Score -24278.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24393.755859 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -24393.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24494.279297 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -24494.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24590.671875 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -24590.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24637.630859 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -24637.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24647.617188 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -24647.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24681.085938 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -24681.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24695.921875 Penalty: 2013.844360
	Iteration 10Q: 3 clusters Score -24695.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24720.158203 Penalty: 2013.844360
	Iteration 11Q: 3 clusters Score -24720.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24721.638672 Penalty: 2013.844360
	Iteration 12Q: 3 clusters Score -24721.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24723.220703 Penalty: 2013.844360
	Iteration 13Q: 3 clusters Score -24723.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24726.521484 Penalty: 2013.844360
	Iteration 14Q: 3 clusters Score -24726.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24737.707031 Penalty: 2013.844360
	Iteration 15Q: 3 clusters Score -24737.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24743.634766 Penalty: 2013.844360
	Iteration 16Q: 3 clusters Score -24743.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24751.646484 Penalty: 2013.844360
	Iteration 17Q: 3 clusters Score -24751.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24761.908203 Penalty: 2013.844360
	Iteration 18Q: 3 clusters Score -24761.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24771.138672 Penalty: 2013.844360
	Iteration 19Q: 3 clusters Score -24771.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24774.832031 Penalty: 2013.844360
	Iteration 20F: 3 clusters Score -24774.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24780.728516 Penalty: 2013.844360
	Iteration 21Q: 3 clusters Score -24780.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24783.433594 Penalty: 2013.844360
	Iteration 22Q: 3 clusters Score -24783.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24790.052734 Penalty: 2013.844360
	Iteration 23Q: 3 clusters Score -24790.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24796.988281 Penalty: 2013.844360
	Iteration 24Q: 3 clusters Score -24796.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24807.597656 Penalty: 2013.844360
	Iteration 25Q: 3 clusters Score -24807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24809.025391 Penalty: 2013.844360
	Iteration 26Q: 3 clusters Score -24809.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24810.042969 Penalty: 2013.844360
	Iteration 27Q: 3 clusters Score -24810.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24810.042969 Penalty: 2013.844360
	Iteration 28F: 3 clusters Score -24810.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 269 members 
Entering Unmasked Estep 
Score: -141697552.000000 Penalty: 77134.625000
Splitting cluster 19 changes total score from -141698832.000000 to -141697552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (119403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119403 members 
Entering Unmasked Estep 
Score: -15057500.000000 Penalty: 1899.667236
	Iteration 0F: 2 clusters Score -1.50575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -14982664.000000 Penalty: 3799.334473
	Iteration 0F: 3 clusters Score -1.498266e+07 nChanged 57126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -15016284.000000 Penalty: 3799.334473
	Iteration 1F: 3 clusters Score -1.501628e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -15018146.000000 Penalty: 3799.334473
	Iteration 2Q: 3 clusters Score -1.501815e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -15021615.000000 Penalty: 3799.334473
	Iteration 3F: 3 clusters Score -1.502162e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -15027247.000000 Penalty: 3799.334473
	Iteration 4F: 3 clusters Score -1.502725e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -15035732.000000 Penalty: 3799.334473
	Iteration 5F: 3 clusters Score -1.503573e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -15044701.000000 Penalty: 3799.334473
	Iteration 6F: 3 clusters Score -1.50447e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -15051502.000000 Penalty: 3799.334473
	Iteration 7F: 3 clusters Score -1.50515e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -15054765.000000 Penalty: 3799.334473
	Iteration 8Q: 3 clusters Score -1.505476e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -15056221.000000 Penalty: 3799.334473
	Iteration 9Q: 3 clusters Score -1.505622e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -15056951.000000 Penalty: 3799.334473
	Iteration 10Q: 3 clusters Score -1.505695e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -15057088.000000 Penalty: 3799.334473
	Iteration 11Q: 3 clusters Score -1.505709e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113331 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -15057096.000000 Penalty: 3799.334473
	Iteration 12Q: 3 clusters Score -1.50571e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -15057025.000000 Penalty: 3799.334473
	Iteration 13Q: 3 clusters Score -1.505702e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -15056955.000000 Penalty: 3799.334473
	Iteration 14Q: 3 clusters Score -1.505696e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -15056878.000000 Penalty: 3799.334473
	Iteration 15Q: 3 clusters Score -1.505688e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15056758.000000 Penalty: 3799.334473
	Iteration 16Q: 3 clusters Score -1.505676e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -15056654.000000 Penalty: 3799.334473
	Iteration 17Q: 3 clusters Score -1.505665e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -15056653.000000 Penalty: 3799.334473
	Iteration 18Q: 3 clusters Score -1.505665e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15056645.000000 Penalty: 3799.334473
	Iteration 19Q: 3 clusters Score -1.505664e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15056572.000000 Penalty: 3799.334473
	Iteration 20F: 3 clusters Score -1.505657e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118123 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15056503.000000 Penalty: 3799.334473
	Iteration 21Q: 3 clusters Score -1.50565e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118257 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15056485.000000 Penalty: 3799.334473
	Iteration 22Q: 3 clusters Score -1.505648e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15056467.000000 Penalty: 3799.334473
	Iteration 23Q: 3 clusters Score -1.505647e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118452 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15056465.000000 Penalty: 3799.334473
	Iteration 24Q: 3 clusters Score -1.505646e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118524 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15056432.000000 Penalty: 3799.334473
	Iteration 25Q: 3 clusters Score -1.505643e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118575 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -15056410.000000 Penalty: 3799.334473
	Iteration 26Q: 3 clusters Score -1.505641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15056409.000000 Penalty: 3799.334473
	Iteration 27Q: 3 clusters Score -1.505641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118659 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -15056379.000000 Penalty: 3799.334473
	Iteration 28Q: 3 clusters Score -1.505638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15056365.000000 Penalty: 3799.334473
	Iteration 29Q: 3 clusters Score -1.505636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15056367.000000 Penalty: 3799.334473
	Iteration 30Q: 3 clusters Score -1.505637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15056354.000000 Penalty: 3799.334473
	Iteration 31Q: 3 clusters Score -1.505635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -15056364.000000 Penalty: 3799.334473
	Iteration 32Q: 3 clusters Score -1.505636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15056356.000000 Penalty: 3799.334473
	Iteration 33Q: 3 clusters Score -1.505636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118780 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -15056364.000000 Penalty: 3799.334473
	Iteration 34Q: 3 clusters Score -1.505636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118789 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -15056362.000000 Penalty: 3799.334473
	Iteration 35Q: 3 clusters Score -1.505636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15056344.000000 Penalty: 3799.334473
	Iteration 36Q: 3 clusters Score -1.505634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15056342.000000 Penalty: 3799.334473
	Iteration 37Q: 3 clusters Score -1.505634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15056344.000000 Penalty: 3799.334473
	Iteration 38Q: 3 clusters Score -1.505634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15056343.000000 Penalty: 3799.334473
	Iteration 39Q: 3 clusters Score -1.505634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118819 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15056355.000000 Penalty: 3799.334473
	Iteration 40F: 3 clusters Score -1.505636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118821 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15056355.000000 Penalty: 3799.334473
	Iteration 41Q: 3 clusters Score -1.505636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118824 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15056346.000000 Penalty: 3799.334473
	Iteration 42Q: 3 clusters Score -1.505635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15056336.000000 Penalty: 3799.334473
	Iteration 43Q: 3 clusters Score -1.505634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -15056341.000000 Penalty: 3799.334473
	Iteration 44Q: 3 clusters Score -1.505634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -15056341.000000 Penalty: 3799.334473
	Iteration 45F: 3 clusters Score -1.505634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (96260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Entering Unmasked Estep 
Score: -12139904.000000 Penalty: 1864.656250
	Iteration 0F: 2 clusters Score -1.21399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -12076098.000000 Penalty: 3729.312500
	Iteration 0F: 3 clusters Score -1.20761e+07 nChanged 46076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -12103606.000000 Penalty: 3729.312500
	Iteration 1F: 3 clusters Score -1.210361e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -12104905.000000 Penalty: 3729.312500
	Iteration 2Q: 3 clusters Score -1.21049e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -12107178.000000 Penalty: 3729.312500
	Iteration 3F: 3 clusters Score -1.210718e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -12110713.000000 Penalty: 3729.312500
	Iteration 4F: 3 clusters Score -1.211071e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -12115879.000000 Penalty: 3729.312500
	Iteration 5F: 3 clusters Score -1.211588e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -12122387.000000 Penalty: 3729.312500
	Iteration 6F: 3 clusters Score -1.212239e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -12128288.000000 Penalty: 3729.312500
	Iteration 7F: 3 clusters Score -1.212829e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -12131460.000000 Penalty: 3729.312500
	Iteration 8Q: 3 clusters Score -1.213146e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -12132647.000000 Penalty: 3729.312500
	Iteration 9Q: 3 clusters Score -1.213265e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -12133276.000000 Penalty: 3729.312500
	Iteration 10Q: 3 clusters Score -1.213328e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -12133916.000000 Penalty: 3729.312500
	Iteration 11Q: 3 clusters Score -1.213392e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -12134400.000000 Penalty: 3729.312500
	Iteration 12Q: 3 clusters Score -1.21344e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -12134841.000000 Penalty: 3729.312500
	Iteration 13Q: 3 clusters Score -1.213484e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -12135326.000000 Penalty: 3729.312500
	Iteration 14Q: 3 clusters Score -1.213533e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -12135663.000000 Penalty: 3729.312500
	Iteration 15Q: 3 clusters Score -1.213566e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -12135996.000000 Penalty: 3729.312500
	Iteration 16Q: 3 clusters Score -1.2136e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -12136232.000000 Penalty: 3729.312500
	Iteration 17Q: 3 clusters Score -1.213623e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -12136494.000000 Penalty: 3729.312500
	Iteration 18Q: 3 clusters Score -1.213649e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -12136727.000000 Penalty: 3729.312500
	Iteration 19Q: 3 clusters Score -1.213673e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -12136924.000000 Penalty: 3729.312500
	Iteration 20F: 3 clusters Score -1.213692e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90847 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -12137149.000000 Penalty: 3729.312500
	Iteration 21Q: 3 clusters Score -1.213715e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -12137398.000000 Penalty: 3729.312500
	Iteration 22Q: 3 clusters Score -1.21374e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -12137577.000000 Penalty: 3729.312500
	Iteration 23Q: 3 clusters Score -1.213758e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -12137742.000000 Penalty: 3729.312500
	Iteration 24Q: 3 clusters Score -1.213774e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12137858.000000 Penalty: 3729.312500
	Iteration 25Q: 3 clusters Score -1.213786e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -12137991.000000 Penalty: 3729.312500
	Iteration 26Q: 3 clusters Score -1.213799e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -12138122.000000 Penalty: 3729.312500
	Iteration 27Q: 3 clusters Score -1.213812e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -12138225.000000 Penalty: 3729.312500
	Iteration 28Q: 3 clusters Score -1.213822e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12138313.000000 Penalty: 3729.312500
	Iteration 29Q: 3 clusters Score -1.213831e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12138367.000000 Penalty: 3729.312500
	Iteration 30Q: 3 clusters Score -1.213837e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12138448.000000 Penalty: 3729.312500
	Iteration 31Q: 3 clusters Score -1.213845e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12138465.000000 Penalty: 3729.312500
	Iteration 32Q: 3 clusters Score -1.213846e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -12138491.000000 Penalty: 3729.312500
	Iteration 33Q: 3 clusters Score -1.213849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12138509.000000 Penalty: 3729.312500
	Iteration 34Q: 3 clusters Score -1.213851e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -12138503.000000 Penalty: 3729.312500
	Iteration 35Q: 3 clusters Score -1.21385e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12138512.000000 Penalty: 3729.312500
	Iteration 36Q: 3 clusters Score -1.213851e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12138523.000000 Penalty: 3729.312500
	Iteration 37Q: 3 clusters Score -1.213852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12138520.000000 Penalty: 3729.312500
	Iteration 38Q: 3 clusters Score -1.213852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -12138534.000000 Penalty: 3729.312500
	Iteration 39Q: 3 clusters Score -1.213853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12138531.000000 Penalty: 3729.312500
	Iteration 40F: 3 clusters Score -1.213853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12138542.000000 Penalty: 3729.312500
	Iteration 41Q: 3 clusters Score -1.213854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12138540.000000 Penalty: 3729.312500
	Iteration 42Q: 3 clusters Score -1.213854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12138551.000000 Penalty: 3729.312500
	Iteration 43Q: 3 clusters Score -1.213855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12138546.000000 Penalty: 3729.312500
	Iteration 44Q: 3 clusters Score -1.213855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95173 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12138545.000000 Penalty: 3729.312500
	Iteration 45Q: 3 clusters Score -1.213854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12138542.000000 Penalty: 3729.312500
	Iteration 46Q: 3 clusters Score -1.213854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12138548.000000 Penalty: 3729.312500
	Iteration 47Q: 3 clusters Score -1.213855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95178 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12138548.000000 Penalty: 3729.312500
	Iteration 48Q: 3 clusters Score -1.213855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12138553.000000 Penalty: 3729.312500
	Iteration 49Q: 3 clusters Score -1.213855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12138541.000000 Penalty: 3729.312500
	Iteration 50Q: 3 clusters Score -1.213854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12138553.000000 Penalty: 3729.312500
	Iteration 51Q: 3 clusters Score -1.213855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12138546.000000 Penalty: 3729.312500
	Iteration 52Q: 3 clusters Score -1.213855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12138541.000000 Penalty: 3729.312500
	Iteration 53Q: 3 clusters Score -1.213854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12138543.000000 Penalty: 3729.312500
	Iteration 54Q: 3 clusters Score -1.213854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12138552.000000 Penalty: 3729.312500
	Iteration 55Q: 3 clusters Score -1.213855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12138548.000000 Penalty: 3729.312500
	Iteration 56Q: 3 clusters Score -1.213855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95214 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12138548.000000 Penalty: 3729.312500
	Iteration 57Q: 3 clusters Score -1.213855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12138551.000000 Penalty: 3729.312500
	Iteration 58Q: 3 clusters Score -1.213855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12138549.000000 Penalty: 3729.312500
	Iteration 59Q: 3 clusters Score -1.213855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12138563.000000 Penalty: 3729.312500
	Iteration 60F: 3 clusters Score -1.213856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12138562.000000 Penalty: 3729.312500
	Iteration 61Q: 3 clusters Score -1.213856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12138560.000000 Penalty: 3729.312500
	Iteration 62Q: 3 clusters Score -1.213856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12138566.000000 Penalty: 3729.312500
	Iteration 63Q: 3 clusters Score -1.213857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12138561.000000 Penalty: 3729.312500
	Iteration 64Q: 3 clusters Score -1.213856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12138573.000000 Penalty: 3729.312500
	Iteration 65Q: 3 clusters Score -1.213857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12138572.000000 Penalty: 3729.312500
	Iteration 66Q: 3 clusters Score -1.213857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12138572.000000 Penalty: 3729.312500
	Iteration 67Q: 3 clusters Score -1.213857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12138565.000000 Penalty: 3729.312500
	Iteration 68Q: 3 clusters Score -1.213856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12138571.000000 Penalty: 3729.312500
	Iteration 69Q: 3 clusters Score -1.213857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12138573.000000 Penalty: 3729.312500
	Iteration 70Q: 3 clusters Score -1.213857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12138576.000000 Penalty: 3729.312500
	Iteration 71Q: 3 clusters Score -1.213858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12138576.000000 Penalty: 3729.312500
	Iteration 72F: 3 clusters Score -1.213858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -445556.375000 Penalty: 1335.070312
	Iteration 0F: 2 clusters Score -445556.4 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 1843 members 
Entering Unmasked Estep 
Score: -442401.781250 Penalty: 2670.140625
	Iteration 0F: 3 clusters Score -442401.8 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -443309.093750 Penalty: 2670.140625
	Iteration 1F: 3 clusters Score -443309.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -443451.406250 Penalty: 2670.140625
	Iteration 2F: 3 clusters Score -443451.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -443578.250000 Penalty: 2670.140625
	Iteration 3F: 3 clusters Score -443578.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -443709.625000 Penalty: 2670.140625
	Iteration 4Q: 3 clusters Score -443709.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -443881.593750 Penalty: 2670.140625
	Iteration 5Q: 3 clusters Score -443881.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -444128.031250 Penalty: 2670.140625
	Iteration 6F: 3 clusters Score -444128 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -444332.468750 Penalty: 2670.140625
	Iteration 7F: 3 clusters Score -444332.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -444503.218750 Penalty: 2670.140625
	Iteration 8Q: 3 clusters Score -444503.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -444629.406250 Penalty: 2670.140625
	Iteration 9Q: 3 clusters Score -444629.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -444715.375000 Penalty: 2670.140625
	Iteration 10Q: 3 clusters Score -444715.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -444766.125000 Penalty: 2670.140625
	Iteration 11Q: 3 clusters Score -444766.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -444792.187500 Penalty: 2670.140625
	Iteration 12Q: 3 clusters Score -444792.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -444813.718750 Penalty: 2670.140625
	Iteration 13Q: 3 clusters Score -444813.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -444836.500000 Penalty: 2670.140625
	Iteration 14Q: 3 clusters Score -444836.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -444853.093750 Penalty: 2670.140625
	Iteration 15Q: 3 clusters Score -444853.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -444871.750000 Penalty: 2670.140625
	Iteration 16Q: 3 clusters Score -444871.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -444887.718750 Penalty: 2670.140625
	Iteration 17Q: 3 clusters Score -444887.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -444923.625000 Penalty: 2670.140625
	Iteration 18Q: 3 clusters Score -444923.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -444975.937500 Penalty: 2670.140625
	Iteration 19Q: 3 clusters Score -444975.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -445081.968750 Penalty: 2670.140625
	Iteration 20F: 3 clusters Score -445082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -445266.218750 Penalty: 2670.140625
	Iteration 21Q: 3 clusters Score -445266.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -445398.031250 Penalty: 2670.140625
	Iteration 22Q: 3 clusters Score -445398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -445442.375000 Penalty: 2670.140625
	Iteration 23Q: 3 clusters Score -445442.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -445477.125000 Penalty: 2670.140625
	Iteration 24Q: 3 clusters Score -445477.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -445531.250000 Penalty: 2670.140625
	Iteration 25Q: 3 clusters Score -445531.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -445603.281250 Penalty: 2670.140625
	Iteration 26Q: 3 clusters Score -445603.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -445676.531250 Penalty: 2670.140625
	Iteration 27Q: 3 clusters Score -445676.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -445720.156250 Penalty: 2670.140625
	Iteration 28Q: 3 clusters Score -445720.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -445750.250000 Penalty: 2670.140625
	Iteration 29Q: 3 clusters Score -445750.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -445762.250000 Penalty: 2670.140625
	Iteration 30Q: 3 clusters Score -445762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -445766.750000 Penalty: 2670.140625
	Iteration 31Q: 3 clusters Score -445766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -445769.562500 Penalty: 2670.140625
	Iteration 32Q: 3 clusters Score -445769.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -445773.937500 Penalty: 2670.140625
	Iteration 33Q: 3 clusters Score -445773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -445775.625000 Penalty: 2670.140625
	Iteration 34Q: 3 clusters Score -445775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -445775.093750 Penalty: 2670.140625
	Iteration 35Q: 3 clusters Score -445775.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -445775.093750 Penalty: 2670.140625
	Iteration 36F: 3 clusters Score -445775.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 1857 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 1842 members 
Entering Unmasked Estep 
Score: -141697424.000000 Penalty: 77134.625000
Splitting cluster 22 changes total score from -141698832.000000 to -141697424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (44690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Entering Unmasked Estep 
Score: -5663290.500000 Penalty: 1739.969604
	Iteration 0F: 2 clusters Score -5663290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5633406.500000 Penalty: 3479.939209
	Iteration 0F: 3 clusters Score -5633406 nChanged 20829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -5645374.500000 Penalty: 3479.939209
	Iteration 1F: 3 clusters Score -5645374 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5646443.000000 Penalty: 3479.939209
	Iteration 2Q: 3 clusters Score -5646443 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -5647879.000000 Penalty: 3479.939209
	Iteration 3F: 3 clusters Score -5647879 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5649894.500000 Penalty: 3479.939209
	Iteration 4F: 3 clusters Score -5649894 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -5652430.000000 Penalty: 3479.939209
	Iteration 5F: 3 clusters Score -5652430 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -5655129.000000 Penalty: 3479.939209
	Iteration 6F: 3 clusters Score -5655129 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5657520.500000 Penalty: 3479.939209
	Iteration 7F: 3 clusters Score -5657520 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5659287.500000 Penalty: 3479.939209
	Iteration 8Q: 3 clusters Score -5659288 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5660375.500000 Penalty: 3479.939209
	Iteration 9Q: 3 clusters Score -5660376 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5660976.000000 Penalty: 3479.939209
	Iteration 10Q: 3 clusters Score -5660976 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5661290.500000 Penalty: 3479.939209
	Iteration 11Q: 3 clusters Score -5661290 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5661496.000000 Penalty: 3479.939209
	Iteration 12Q: 3 clusters Score -5661496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5661637.500000 Penalty: 3479.939209
	Iteration 13Q: 3 clusters Score -5661638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5661739.000000 Penalty: 3479.939209
	Iteration 14Q: 3 clusters Score -5661739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5661799.500000 Penalty: 3479.939209
	Iteration 15Q: 3 clusters Score -5661800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5661818.000000 Penalty: 3479.939209
	Iteration 16Q: 3 clusters Score -5661818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5661844.000000 Penalty: 3479.939209
	Iteration 17Q: 3 clusters Score -5661844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5661852.500000 Penalty: 3479.939209
	Iteration 18Q: 3 clusters Score -5661852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5661864.500000 Penalty: 3479.939209
	Iteration 19Q: 3 clusters Score -5661864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5661871.500000 Penalty: 3479.939209
	Iteration 20F: 3 clusters Score -5661872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5661877.500000 Penalty: 3479.939209
	Iteration 21Q: 3 clusters Score -5661878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5661890.500000 Penalty: 3479.939209
	Iteration 22Q: 3 clusters Score -5661890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5661895.000000 Penalty: 3479.939209
	Iteration 23Q: 3 clusters Score -5661895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5661901.500000 Penalty: 3479.939209
	Iteration 24Q: 3 clusters Score -5661902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5661904.500000 Penalty: 3479.939209
	Iteration 25Q: 3 clusters Score -5661904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5661905.500000 Penalty: 3479.939209
	Iteration 26Q: 3 clusters Score -5661906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5661903.000000 Penalty: 3479.939209
	Iteration 27Q: 3 clusters Score -5661903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5661902.000000 Penalty: 3479.939209
	Iteration 28Q: 3 clusters Score -5661902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5661904.000000 Penalty: 3479.939209
	Iteration 29Q: 3 clusters Score -5661904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5661907.500000 Penalty: 3479.939209
	Iteration 30Q: 3 clusters Score -5661908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5661907.500000 Penalty: 3479.939209
	Iteration 31F: 3 clusters Score -5661908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -196618.953125 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -196619 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 875 members 
Entering Unmasked Estep 
Score: -194742.281250 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -194742.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195157.953125 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -195158 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -195309.859375 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -195309.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -195410.875000 Penalty: 2408.952148
	Iteration 3F: 3 clusters Score -195410.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -195476.375000 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -195476.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -195529.156250 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -195529.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -195557.296875 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -195557.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -195582.000000 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -195582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -195599.546875 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -195599.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -195619.531250 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -195619.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -195634.515625 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -195634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -195644.593750 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -195644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -195652.703125 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -195652.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -195660.703125 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -195660.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -195666.765625 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -195666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -195673.390625 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -195673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -195682.906250 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -195682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -195689.156250 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -195689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -195694.093750 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -195694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -195697.390625 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -195697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -195702.593750 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -195702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -195707.296875 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -195707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -195716.531250 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -195716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -195727.953125 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -195728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -195735.468750 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -195735.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -195739.125000 Penalty: 2408.952148
	Iteration 25Q: 3 clusters Score -195739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -195742.421875 Penalty: 2408.952148
	Iteration 26Q: 3 clusters Score -195742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -195745.640625 Penalty: 2408.952148
	Iteration 27Q: 3 clusters Score -195745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -195750.468750 Penalty: 2408.952148
	Iteration 28Q: 3 clusters Score -195750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -195755.453125 Penalty: 2408.952148
	Iteration 29Q: 3 clusters Score -195755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -195758.453125 Penalty: 2408.952148
	Iteration 30Q: 3 clusters Score -195758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -195760.828125 Penalty: 2408.952148
	Iteration 31Q: 3 clusters Score -195760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -195761.828125 Penalty: 2408.952148
	Iteration 32Q: 3 clusters Score -195761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -195762.687500 Penalty: 2408.952148
	Iteration 33Q: 3 clusters Score -195762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -195764.906250 Penalty: 2408.952148
	Iteration 34Q: 3 clusters Score -195764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -195769.062500 Penalty: 2408.952148
	Iteration 35Q: 3 clusters Score -195769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -195769.781250 Penalty: 2408.952148
	Iteration 36Q: 3 clusters Score -195769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -195771.281250 Penalty: 2408.952148
	Iteration 37Q: 3 clusters Score -195771.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -195773.343750 Penalty: 2408.952148
	Iteration 38Q: 3 clusters Score -195773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -195776.187500 Penalty: 2408.952148
	Iteration 39Q: 3 clusters Score -195776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -195777.281250 Penalty: 2408.952148
	Iteration 40F: 3 clusters Score -195777.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -120554.976562 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -120555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119054.429688 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -119054.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119565.289062 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -119565.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -119843.648438 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -119843.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120129.046875 Penalty: 2305.626465
	Iteration 3F: 3 clusters Score -120129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -120494.898438 Penalty: 2305.626465
	Iteration 4F: 3 clusters Score -120494.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120798.765625 Penalty: 2305.626465
	Iteration 5F: 3 clusters Score -120798.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -121008.906250 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -121008.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -121172.406250 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -121172.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121214.625000 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -121214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121234.375000 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -121234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -121244.656250 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -121244.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121256.648438 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -121256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -121266.335938 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -121266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121273.828125 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -121273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -121277.789062 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -121277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121281.257812 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -121281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -121283.390625 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -121283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121284.140625 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -121284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121284.484375 Penalty: 2305.626465
	Iteration 18Q: 3 clusters Score -121284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121284.632812 Penalty: 2305.626465
	Iteration 19Q: 3 clusters Score -121284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -121285.132812 Penalty: 2305.626465
	Iteration 20F: 3 clusters Score -121285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121286.226562 Penalty: 2305.626465
	Iteration 21Q: 3 clusters Score -121286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121286.226562 Penalty: 2305.626465
	Iteration 22F: 3 clusters Score -121286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 547 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 658 members 
Entering Unmasked Estep 
Score: -141698128.000000 Penalty: 77134.625000
Splitting cluster 25 changes total score from -141698832.000000 to -141698128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -65339.457031 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -65339.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64222.968750 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -64222.97 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64624.644531 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -64624.64 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64846.925781 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -64846.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65049.105469 Penalty: 2123.953369
	Iteration 3F: 3 clusters Score -65049.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65206.421875 Penalty: 2123.953369
	Iteration 4F: 3 clusters Score -65206.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65283.261719 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -65283.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65327.273438 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -65327.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -65357.410156 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -65357.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65395.554688 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -65395.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65423.750000 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -65423.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65433.218750 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -65433.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65455.429688 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -65455.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65472.882812 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -65472.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65480.375000 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -65480.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65485.046875 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -65485.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65485.046875 Penalty: 2123.953369
	Iteration 15F: 3 clusters Score -65485.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 344 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 345 members 
Entering Unmasked Estep 
Score: -141697136.000000 Penalty: 77134.625000
Splitting cluster 26 changes total score from -141698832.000000 to -141697136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Entering Unmasked Estep 
Score: -777026.312500 Penalty: 1422.320190
	Iteration 0F: 2 clusters Score -777026.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -772223.812500 Penalty: 2844.640381
	Iteration 0F: 3 clusters Score -772223.8 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -773607.187500 Penalty: 2844.640381
	Iteration 1F: 3 clusters Score -773607.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -773841.187500 Penalty: 2844.640381
	Iteration 2F: 3 clusters Score -773841.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -774008.437500 Penalty: 2844.640381
	Iteration 3F: 3 clusters Score -774008.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -774182.125000 Penalty: 2844.640381
	Iteration 4Q: 3 clusters Score -774182.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -774339.750000 Penalty: 2844.640381
	Iteration 5Q: 3 clusters Score -774339.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -774489.312500 Penalty: 2844.640381
	Iteration 6Q: 3 clusters Score -774489.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -774620.250000 Penalty: 2844.640381
	Iteration 7Q: 3 clusters Score -774620.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -774728.562500 Penalty: 2844.640381
	Iteration 8Q: 3 clusters Score -774728.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -774819.312500 Penalty: 2844.640381
	Iteration 9Q: 3 clusters Score -774819.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -774906.125000 Penalty: 2844.640381
	Iteration 10Q: 3 clusters Score -774906.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -774982.500000 Penalty: 2844.640381
	Iteration 11Q: 3 clusters Score -774982.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -775044.250000 Penalty: 2844.640381
	Iteration 12Q: 3 clusters Score -775044.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -775094.062500 Penalty: 2844.640381
	Iteration 13Q: 3 clusters Score -775094.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -775136.562500 Penalty: 2844.640381
	Iteration 14Q: 3 clusters Score -775136.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -775195.375000 Penalty: 2844.640381
	Iteration 15Q: 3 clusters Score -775195.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -775249.625000 Penalty: 2844.640381
	Iteration 16Q: 3 clusters Score -775249.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -775292.937500 Penalty: 2844.640381
	Iteration 17Q: 3 clusters Score -775292.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -775324.062500 Penalty: 2844.640381
	Iteration 18Q: 3 clusters Score -775324.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -775346.875000 Penalty: 2844.640381
	Iteration 19Q: 3 clusters Score -775346.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -775368.625000 Penalty: 2844.640381
	Iteration 20F: 3 clusters Score -775368.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -775386.687500 Penalty: 2844.640381
	Iteration 21Q: 3 clusters Score -775386.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -775401.875000 Penalty: 2844.640381
	Iteration 22Q: 3 clusters Score -775401.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -775419.562500 Penalty: 2844.640381
	Iteration 23Q: 3 clusters Score -775419.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -775429.812500 Penalty: 2844.640381
	Iteration 24Q: 3 clusters Score -775429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -775438.000000 Penalty: 2844.640381
	Iteration 25Q: 3 clusters Score -775438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -775444.687500 Penalty: 2844.640381
	Iteration 26Q: 3 clusters Score -775444.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -775450.187500 Penalty: 2844.640381
	Iteration 27Q: 3 clusters Score -775450.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -775452.437500 Penalty: 2844.640381
	Iteration 28Q: 3 clusters Score -775452.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -775456.625000 Penalty: 2844.640381
	Iteration 29Q: 3 clusters Score -775456.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -775461.250000 Penalty: 2844.640381
	Iteration 30Q: 3 clusters Score -775461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -775462.937500 Penalty: 2844.640381
	Iteration 31Q: 3 clusters Score -775462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -775464.750000 Penalty: 2844.640381
	Iteration 32Q: 3 clusters Score -775464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -775465.812500 Penalty: 2844.640381
	Iteration 33Q: 3 clusters Score -775465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -775465.687500 Penalty: 2844.640381
	Iteration 34Q: 3 clusters Score -775465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -775464.375000 Penalty: 2844.640381
	Iteration 35Q: 3 clusters Score -775464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -775465.937500 Penalty: 2844.640381
	Iteration 36Q: 3 clusters Score -775465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -775467.500000 Penalty: 2844.640381
	Iteration 37Q: 3 clusters Score -775467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -775467.875000 Penalty: 2844.640381
	Iteration 38Q: 3 clusters Score -775467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -775467.812500 Penalty: 2844.640381
	Iteration 39Q: 3 clusters Score -775467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -775468.875000 Penalty: 2844.640381
	Iteration 40F: 3 clusters Score -775468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -775467.687500 Penalty: 2844.640381
	Iteration 41Q: 3 clusters Score -775467.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -775467.687500 Penalty: 2844.640381
	Iteration 42F: 3 clusters Score -775467.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Entering Unmasked Estep 
Score: -966252.875000 Penalty: 1451.355591
	Iteration 0F: 2 clusters Score -966252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -960731.812500 Penalty: 2902.711182
	Iteration 0F: 3 clusters Score -960731.8 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -962368.000000 Penalty: 2902.711182
	Iteration 1F: 3 clusters Score -962368 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -962606.625000 Penalty: 2902.711182
	Iteration 2F: 3 clusters Score -962606.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -962835.687500 Penalty: 2902.711182
	Iteration 3F: 3 clusters Score -962835.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -963065.250000 Penalty: 2902.711182
	Iteration 4F: 3 clusters Score -963065.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -963289.500000 Penalty: 2902.711182
	Iteration 5F: 3 clusters Score -963289.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -963536.375000 Penalty: 2902.711182
	Iteration 6F: 3 clusters Score -963536.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -963823.937500 Penalty: 2902.711182
	Iteration 7F: 3 clusters Score -963823.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -964113.375000 Penalty: 2902.711182
	Iteration 8Q: 3 clusters Score -964113.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -964439.062500 Penalty: 2902.711182
	Iteration 9Q: 3 clusters Score -964439.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -964692.750000 Penalty: 2902.711182
	Iteration 10Q: 3 clusters Score -964692.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -964856.625000 Penalty: 2902.711182
	Iteration 11Q: 3 clusters Score -964856.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -964949.437500 Penalty: 2902.711182
	Iteration 12Q: 3 clusters Score -964949.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -964992.812500 Penalty: 2902.711182
	Iteration 13Q: 3 clusters Score -964992.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -965031.062500 Penalty: 2902.711182
	Iteration 14Q: 3 clusters Score -965031.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -965056.562500 Penalty: 2902.711182
	Iteration 15Q: 3 clusters Score -965056.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -965072.937500 Penalty: 2902.711182
	Iteration 16Q: 3 clusters Score -965072.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -965085.187500 Penalty: 2902.711182
	Iteration 17Q: 3 clusters Score -965085.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -965095.625000 Penalty: 2902.711182
	Iteration 18Q: 3 clusters Score -965095.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -965103.750000 Penalty: 2902.711182
	Iteration 19Q: 3 clusters Score -965103.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -965106.562500 Penalty: 2902.711182
	Iteration 20F: 3 clusters Score -965106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -965108.875000 Penalty: 2902.711182
	Iteration 21Q: 3 clusters Score -965108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -965107.750000 Penalty: 2902.711182
	Iteration 22Q: 3 clusters Score -965107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -965112.062500 Penalty: 2902.711182
	Iteration 23Q: 3 clusters Score -965112.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -965112.875000 Penalty: 2902.711182
	Iteration 24Q: 3 clusters Score -965112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -965112.750000 Penalty: 2902.711182
	Iteration 25Q: 3 clusters Score -965112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -965113.625000 Penalty: 2902.711182
	Iteration 26Q: 3 clusters Score -965113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -965113.625000 Penalty: 2902.711182
	Iteration 27F: 3 clusters Score -965113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -28380.082031 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -28380.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27585.525391 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -27585.53 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28009.492188 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -28009.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28225.972656 Penalty: 1982.603638
	Iteration 2F: 3 clusters Score -28225.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28315.187500 Penalty: 1982.603638
	Iteration 3F: 3 clusters Score -28315.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28374.681641 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -28374.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28516.966797 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -28516.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28638.562500 Penalty: 1982.603638
	Iteration 6F: 3 clusters Score -28638.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28693.435547 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -28693.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28750.968750 Penalty: 1982.603638
	Iteration 8Q: 3 clusters Score -28750.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28780.957031 Penalty: 1982.603638
	Iteration 9Q: 3 clusters Score -28780.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28816.775391 Penalty: 1982.603638
	Iteration 10Q: 3 clusters Score -28816.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28830.810547 Penalty: 1982.603638
	Iteration 11Q: 3 clusters Score -28830.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28833.576172 Penalty: 1982.603638
	Iteration 12Q: 3 clusters Score -28833.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28833.576172 Penalty: 1982.603638
	Iteration 13F: 3 clusters Score -28833.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 285 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 161 members 
Entering Unmasked Estep 
Score: -141697600.000000 Penalty: 77134.625000
Splitting cluster 29 changes total score from -141698832.000000 to -141697600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (12401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Entering Unmasked Estep 
Score: -1531687.625000 Penalty: 1531.649048
	Iteration 0F: 2 clusters Score -1531688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1523076.125000 Penalty: 3063.298096
	Iteration 0F: 3 clusters Score -1523076 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1526080.875000 Penalty: 3063.298096
	Iteration 1F: 3 clusters Score -1526081 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1526500.875000 Penalty: 3063.298096
	Iteration 2F: 3 clusters Score -1526501 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1527009.000000 Penalty: 3063.298096
	Iteration 3F: 3 clusters Score -1527009 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1527590.625000 Penalty: 3063.298096
	Iteration 4F: 3 clusters Score -1527591 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1528166.125000 Penalty: 3063.298096
	Iteration 5F: 3 clusters Score -1528166 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1528700.000000 Penalty: 3063.298096
	Iteration 6F: 3 clusters Score -1528700 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1529167.500000 Penalty: 3063.298096
	Iteration 7Q: 3 clusters Score -1529168 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1529516.000000 Penalty: 3063.298096
	Iteration 8Q: 3 clusters Score -1529516 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1529752.500000 Penalty: 3063.298096
	Iteration 9Q: 3 clusters Score -1529752 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1529951.625000 Penalty: 3063.298096
	Iteration 10Q: 3 clusters Score -1529952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1530108.000000 Penalty: 3063.298096
	Iteration 11Q: 3 clusters Score -1530108 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1530203.500000 Penalty: 3063.298096
	Iteration 12Q: 3 clusters Score -1530204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1530285.250000 Penalty: 3063.298096
	Iteration 13Q: 3 clusters Score -1530285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1530344.250000 Penalty: 3063.298096
	Iteration 14Q: 3 clusters Score -1530344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1530397.000000 Penalty: 3063.298096
	Iteration 15Q: 3 clusters Score -1530397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1530426.500000 Penalty: 3063.298096
	Iteration 16Q: 3 clusters Score -1530426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1530457.000000 Penalty: 3063.298096
	Iteration 17Q: 3 clusters Score -1530457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1530473.375000 Penalty: 3063.298096
	Iteration 18Q: 3 clusters Score -1530473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1530484.875000 Penalty: 3063.298096
	Iteration 19Q: 3 clusters Score -1530485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1530501.500000 Penalty: 3063.298096
	Iteration 20F: 3 clusters Score -1530502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1530505.750000 Penalty: 3063.298096
	Iteration 21Q: 3 clusters Score -1530506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1530521.000000 Penalty: 3063.298096
	Iteration 22Q: 3 clusters Score -1530521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1530524.375000 Penalty: 3063.298096
	Iteration 23Q: 3 clusters Score -1530524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1530525.625000 Penalty: 3063.298096
	Iteration 24Q: 3 clusters Score -1530526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1530525.000000 Penalty: 3063.298096
	Iteration 25Q: 3 clusters Score -1530525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1530527.500000 Penalty: 3063.298096
	Iteration 26Q: 3 clusters Score -1530528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1530530.500000 Penalty: 3063.298096
	Iteration 27Q: 3 clusters Score -1530530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1530532.875000 Penalty: 3063.298096
	Iteration 28Q: 3 clusters Score -1530533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1530534.500000 Penalty: 3063.298096
	Iteration 29Q: 3 clusters Score -1530534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1530540.375000 Penalty: 3063.298096
	Iteration 30Q: 3 clusters Score -1530540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1530540.250000 Penalty: 3063.298096
	Iteration 31Q: 3 clusters Score -1530540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1530542.750000 Penalty: 3063.298096
	Iteration 32Q: 3 clusters Score -1530543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1530546.000000 Penalty: 3063.298096
	Iteration 33Q: 3 clusters Score -1530546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1530546.875000 Penalty: 3063.298096
	Iteration 34Q: 3 clusters Score -1530547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1530549.500000 Penalty: 3063.298096
	Iteration 35Q: 3 clusters Score -1530550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1530554.125000 Penalty: 3063.298096
	Iteration 36Q: 3 clusters Score -1530554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1530561.125000 Penalty: 3063.298096
	Iteration 37Q: 3 clusters Score -1530561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1530564.875000 Penalty: 3063.298096
	Iteration 38Q: 3 clusters Score -1530565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1530567.875000 Penalty: 3063.298096
	Iteration 39Q: 3 clusters Score -1530568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1530575.375000 Penalty: 3063.298096
	Iteration 40F: 3 clusters Score -1530575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1530583.000000 Penalty: 3063.298096
	Iteration 41Q: 3 clusters Score -1530583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1530584.250000 Penalty: 3063.298096
	Iteration 42Q: 3 clusters Score -1530584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1530586.250000 Penalty: 3063.298096
	Iteration 43Q: 3 clusters Score -1530586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1530588.000000 Penalty: 3063.298096
	Iteration 44Q: 3 clusters Score -1530588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1530590.125000 Penalty: 3063.298096
	Iteration 45Q: 3 clusters Score -1530590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1530589.750000 Penalty: 3063.298096
	Iteration 46Q: 3 clusters Score -1530590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1530591.375000 Penalty: 3063.298096
	Iteration 47Q: 3 clusters Score -1530591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1530591.375000 Penalty: 3063.298096
	Iteration 48F: 3 clusters Score -1530591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (52277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Entering Unmasked Estep 
Score: -6384656.500000 Penalty: 1765.450684
	Iteration 0F: 2 clusters Score -6384656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6349755.500000 Penalty: 3530.901367
	Iteration 0F: 3 clusters Score -6349756 nChanged 24595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -6363745.500000 Penalty: 3530.901367
	Iteration 1F: 3 clusters Score -6363746 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -6364536.000000 Penalty: 3530.901367
	Iteration 2Q: 3 clusters Score -6364536 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -6365584.500000 Penalty: 3530.901367
	Iteration 3Q: 3 clusters Score -6365584 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -6367078.500000 Penalty: 3530.901367
	Iteration 4F: 3 clusters Score -6367078 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -6369297.500000 Penalty: 3530.901367
	Iteration 5F: 3 clusters Score -6369298 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -6372187.500000 Penalty: 3530.901367
	Iteration 6F: 3 clusters Score -6372188 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -6374972.500000 Penalty: 3530.901367
	Iteration 7F: 3 clusters Score -6374972 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6377430.500000 Penalty: 3530.901367
	Iteration 8F: 3 clusters Score -6377430 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -6379493.000000 Penalty: 3530.901367
	Iteration 9Q: 3 clusters Score -6379493 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6381040.000000 Penalty: 3530.901367
	Iteration 10Q: 3 clusters Score -6381040 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6381968.500000 Penalty: 3530.901367
	Iteration 11Q: 3 clusters Score -6381968 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6382476.000000 Penalty: 3530.901367
	Iteration 12Q: 3 clusters Score -6382476 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6382707.000000 Penalty: 3530.901367
	Iteration 13Q: 3 clusters Score -6382707 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6382826.500000 Penalty: 3530.901367
	Iteration 14Q: 3 clusters Score -6382826 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6382920.000000 Penalty: 3530.901367
	Iteration 15Q: 3 clusters Score -6382920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6382986.000000 Penalty: 3530.901367
	Iteration 16Q: 3 clusters Score -6382986 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6383037.000000 Penalty: 3530.901367
	Iteration 17Q: 3 clusters Score -6383037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6383072.000000 Penalty: 3530.901367
	Iteration 18Q: 3 clusters Score -6383072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6383084.000000 Penalty: 3530.901367
	Iteration 19Q: 3 clusters Score -6383084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6383094.500000 Penalty: 3530.901367
	Iteration 20F: 3 clusters Score -6383094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6383115.000000 Penalty: 3530.901367
	Iteration 21Q: 3 clusters Score -6383115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6383120.000000 Penalty: 3530.901367
	Iteration 22Q: 3 clusters Score -6383120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6383116.000000 Penalty: 3530.901367
	Iteration 23Q: 3 clusters Score -6383116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6383127.500000 Penalty: 3530.901367
	Iteration 24Q: 3 clusters Score -6383128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6383132.500000 Penalty: 3530.901367
	Iteration 25Q: 3 clusters Score -6383132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6383151.000000 Penalty: 3530.901367
	Iteration 26Q: 3 clusters Score -6383151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6383168.000000 Penalty: 3530.901367
	Iteration 27Q: 3 clusters Score -6383168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6383166.500000 Penalty: 3530.901367
	Iteration 28Q: 3 clusters Score -6383166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6383176.000000 Penalty: 3530.901367
	Iteration 29Q: 3 clusters Score -6383176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6383173.500000 Penalty: 3530.901367
	Iteration 30Q: 3 clusters Score -6383174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6383180.500000 Penalty: 3530.901367
	Iteration 31Q: 3 clusters Score -6383180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6383176.000000 Penalty: 3530.901367
	Iteration 32Q: 3 clusters Score -6383176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6383178.000000 Penalty: 3530.901367
	Iteration 33Q: 3 clusters Score -6383178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6383182.500000 Penalty: 3530.901367
	Iteration 34Q: 3 clusters Score -6383182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6383190.500000 Penalty: 3530.901367
	Iteration 35Q: 3 clusters Score -6383190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6383200.500000 Penalty: 3530.901367
	Iteration 36Q: 3 clusters Score -6383200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6383204.000000 Penalty: 3530.901367
	Iteration 37Q: 3 clusters Score -6383204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6383209.000000 Penalty: 3530.901367
	Iteration 38Q: 3 clusters Score -6383209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6383204.500000 Penalty: 3530.901367
	Iteration 39Q: 3 clusters Score -6383204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6383205.000000 Penalty: 3530.901367
	Iteration 40F: 3 clusters Score -6383205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6383205.000000 Penalty: 3530.901367
	Iteration 41Q: 3 clusters Score -6383205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6383208.500000 Penalty: 3530.901367
	Iteration 42Q: 3 clusters Score -6383208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6383204.000000 Penalty: 3530.901367
	Iteration 43Q: 3 clusters Score -6383204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6383204.000000 Penalty: 3530.901367
	Iteration 44Q: 3 clusters Score -6383204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6383208.500000 Penalty: 3530.901367
	Iteration 45Q: 3 clusters Score -6383208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6383214.000000 Penalty: 3530.901367
	Iteration 46Q: 3 clusters Score -6383214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6383209.000000 Penalty: 3530.901367
	Iteration 47Q: 3 clusters Score -6383209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6383214.500000 Penalty: 3530.901367
	Iteration 48Q: 3 clusters Score -6383214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6383222.500000 Penalty: 3530.901367
	Iteration 49Q: 3 clusters Score -6383222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6383219.500000 Penalty: 3530.901367
	Iteration 50Q: 3 clusters Score -6383220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6383221.000000 Penalty: 3530.901367
	Iteration 51Q: 3 clusters Score -6383221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6383221.000000 Penalty: 3530.901367
	Iteration 52F: 3 clusters Score -6383221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -43527.097656 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -43527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42640.957031 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -42640.96 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44380.445312 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -44380.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45864.703125 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -45864.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46623.707031 Penalty: 2074.090088
	Iteration 3F: 3 clusters Score -46623.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47049.117188 Penalty: 2074.090088
	Iteration 4Q: 3 clusters Score -47049.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47385.582031 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -47385.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47512.765625 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -47512.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47617.378906 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -47617.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47670.292969 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -47670.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47684.128906 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -47684.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47695.910156 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -47695.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47742.613281 Penalty: 2074.090088
	Iteration 11Q: 3 clusters Score -47742.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47787.375000 Penalty: 2074.090088
	Iteration 12Q: 3 clusters Score -47787.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47794.218750 Penalty: 2074.090088
	Iteration 13Q: 3 clusters Score -47794.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47804.609375 Penalty: 2074.090088
	Iteration 14Q: 3 clusters Score -47804.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47804.609375 Penalty: 2074.090088
	Iteration 15F: 3 clusters Score -47804.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 296 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 295 members 
Entering Unmasked Estep 
Score: -141701728.000000 Penalty: 77134.625000
Splitting cluster 32 changes total score from -141698832.000000 to -141701728.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -290449.312500 Penalty: 1273.088745
	Iteration 0F: 2 clusters Score -290449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288056.875000 Penalty: 2546.177490
	Iteration 0F: 3 clusters Score -288056.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -288841.343750 Penalty: 2546.177490
	Iteration 1F: 3 clusters Score -288841.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289126.593750 Penalty: 2546.177490
	Iteration 2F: 3 clusters Score -289126.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -289369.218750 Penalty: 2546.177490
	Iteration 3F: 3 clusters Score -289369.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289560.000000 Penalty: 2546.177490
	Iteration 4F: 3 clusters Score -289560 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289648.125000 Penalty: 2546.177490
	Iteration 5Q: 3 clusters Score -289648.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -289690.718750 Penalty: 2546.177490
	Iteration 6Q: 3 clusters Score -289690.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -289722.562500 Penalty: 2546.177490
	Iteration 7Q: 3 clusters Score -289722.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -289741.875000 Penalty: 2546.177490
	Iteration 8Q: 3 clusters Score -289741.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -289753.593750 Penalty: 2546.177490
	Iteration 9Q: 3 clusters Score -289753.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -289762.781250 Penalty: 2546.177490
	Iteration 10Q: 3 clusters Score -289762.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -289769.906250 Penalty: 2546.177490
	Iteration 11Q: 3 clusters Score -289769.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -289773.843750 Penalty: 2546.177490
	Iteration 12Q: 3 clusters Score -289773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -289778.562500 Penalty: 2546.177490
	Iteration 13Q: 3 clusters Score -289778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289784.531250 Penalty: 2546.177490
	Iteration 14Q: 3 clusters Score -289784.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -289792.781250 Penalty: 2546.177490
	Iteration 15Q: 3 clusters Score -289792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -289800.906250 Penalty: 2546.177490
	Iteration 16Q: 3 clusters Score -289800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -289806.968750 Penalty: 2546.177490
	Iteration 17Q: 3 clusters Score -289807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -289812.125000 Penalty: 2546.177490
	Iteration 18Q: 3 clusters Score -289812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -289820.843750 Penalty: 2546.177490
	Iteration 19Q: 3 clusters Score -289820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -289828.968750 Penalty: 2546.177490
	Iteration 20F: 3 clusters Score -289829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -289834.906250 Penalty: 2546.177490
	Iteration 21Q: 3 clusters Score -289834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -289846.312500 Penalty: 2546.177490
	Iteration 22Q: 3 clusters Score -289846.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -289858.500000 Penalty: 2546.177490
	Iteration 23Q: 3 clusters Score -289858.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -289867.000000 Penalty: 2546.177490
	Iteration 24Q: 3 clusters Score -289867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -289874.593750 Penalty: 2546.177490
	Iteration 25Q: 3 clusters Score -289874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -289882.218750 Penalty: 2546.177490
	Iteration 26Q: 3 clusters Score -289882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -289890.125000 Penalty: 2546.177490
	Iteration 27Q: 3 clusters Score -289890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -289894.031250 Penalty: 2546.177490
	Iteration 28Q: 3 clusters Score -289894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -289896.781250 Penalty: 2546.177490
	Iteration 29Q: 3 clusters Score -289896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -289901.750000 Penalty: 2546.177490
	Iteration 30Q: 3 clusters Score -289901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -289907.343750 Penalty: 2546.177490
	Iteration 31Q: 3 clusters Score -289907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -289911.500000 Penalty: 2546.177490
	Iteration 32Q: 3 clusters Score -289911.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -289914.718750 Penalty: 2546.177490
	Iteration 33Q: 3 clusters Score -289914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -289916.250000 Penalty: 2546.177490
	Iteration 34Q: 3 clusters Score -289916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -289918.187500 Penalty: 2546.177490
	Iteration 35Q: 3 clusters Score -289918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -289919.156250 Penalty: 2546.177490
	Iteration 36Q: 3 clusters Score -289919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -289920.218750 Penalty: 2546.177490
	Iteration 37Q: 3 clusters Score -289920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -289919.906250 Penalty: 2546.177490
	Iteration 38Q: 3 clusters Score -289919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -289919.906250 Penalty: 2546.177490
	Iteration 39F: 3 clusters Score -289919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 111911 members 
Mstep: Class 3 contains 138556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107286 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 115898 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 119403 members 
Mstep: Class 21 contains 96260 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12401 members 
Mstep: Class 31 contains 52277 members 
Mstep: Class 32 contains 296 members 
Mstep: Class 33 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141701984.000000 Penalty: 77134.625000
Iteration 79Q: 35 clusters Score -1.41702e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 111915 members 
Mstep: Class 3 contains 138378 members 
Mstep: Class 4 contains 6661 members 
Mstep: Class 5 contains 8952 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 10968 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 125926 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 107214 members 
Mstep: Class 13 contains 8060 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 10714 members 
Mstep: Class 16 contains 116059 members 
Mstep: Class 17 contains 8118 members 
Mstep: Class 18 contains 18073 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 119442 members 
Mstep: Class 21 contains 95796 members 
Mstep: Class 22 contains 3703 members 
Mstep: Class 23 contains 45103 members 
Mstep: Class 24 contains 1659 members 
Mstep: Class 25 contains 1201 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 6326 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 12477 members 
Mstep: Class 31 contains 52303 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 2527 members 
Mstep: Class 34 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702320.000000 Penalty: 77134.625000
Iteration 80F: 35 clusters Score -1.417023e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 111928 members 
Mstep: Class 3 contains 138072 members 
Mstep: Class 4 contains 6667 members 
Mstep: Class 5 contains 8957 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 10943 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 10 contains 125953 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 107160 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 10684 members 
Mstep: Class 16 contains 116321 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 505 members 
Mstep: Class 20 contains 119423 members 
Mstep: Class 21 contains 95363 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 45510 members 
Mstep: Class 24 contains 1657 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 6327 members 
Mstep: Class 28 contains 7464 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 12558 members 
Mstep: Class 31 contains 52348 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 2533 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702560.000000 Penalty: 77134.625000
Iteration 81Q: 35 clusters Score -1.417026e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 111957 members 
Mstep: Class 3 contains 137807 members 
Mstep: Class 4 contains 6679 members 
Mstep: Class 5 contains 8959 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 10915 members 
Mstep: Class 9 contains 12744 members 
Mstep: Class 10 contains 125983 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 107078 members 
Mstep: Class 13 contains 8065 members 
Mstep: Class 14 contains 3041 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 116541 members 
Mstep: Class 17 contains 8106 members 
Mstep: Class 18 contains 17964 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 119447 members 
Mstep: Class 21 contains 94900 members 
Mstep: Class 22 contains 3706 members 
Mstep: Class 23 contains 45916 members 
Mstep: Class 24 contains 1657 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 7391 members 
Mstep: Class 29 contains 450 members 
Mstep: Class 30 contains 12633 members 
Mstep: Class 31 contains 52386 members 
Mstep: Class 32 contains 337 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702624.000000 Penalty: 77134.625000
Iteration 82Q: 35 clusters Score -1.417026e+08 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 111992 members 
Mstep: Class 3 contains 137599 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 8961 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 12793 members 
Mstep: Class 10 contains 125988 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 107005 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 10652 members 
Mstep: Class 16 contains 116773 members 
Mstep: Class 17 contains 8105 members 
Mstep: Class 18 contains 17954 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 119485 members 
Mstep: Class 21 contains 94426 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 46308 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 1178 members 
Mstep: Class 26 contains 704 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 7314 members 
Mstep: Class 29 contains 452 members 
Mstep: Class 30 contains 12701 members 
Mstep: Class 31 contains 52392 members 
Mstep: Class 32 contains 348 members 
Mstep: Class 33 contains 2541 members 
Mstep: Class 34 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702928.000000 Penalty: 77134.625000
Iteration 83Q: 35 clusters Score -1.417029e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 116022 members 
Mstep: Class 2 contains 112008 members 
Mstep: Class 3 contains 137354 members 
Mstep: Class 4 contains 6718 members 
Mstep: Class 5 contains 8965 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10868 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 10 contains 126002 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 106926 members 
Mstep: Class 13 contains 8060 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 10635 members 
Mstep: Class 16 contains 117020 members 
Mstep: Class 17 contains 8097 members 
Mstep: Class 18 contains 17928 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 119532 members 
Mstep: Class 21 contains 93962 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 46723 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1178 members 
Mstep: Class 26 contains 703 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 7258 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 12766 members 
Mstep: Class 31 contains 52397 members 
Mstep: Class 32 contains 357 members 
Mstep: Class 33 contains 2539 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703056.000000 Penalty: 77134.625000
Iteration 84Q: 35 clusters Score -1.417031e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 112032 members 
Mstep: Class 3 contains 137087 members 
Mstep: Class 4 contains 6725 members 
Mstep: Class 5 contains 8971 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 10838 members 
Mstep: Class 9 contains 12894 members 
Mstep: Class 10 contains 126042 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 106880 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 10633 members 
Mstep: Class 16 contains 117268 members 
Mstep: Class 17 contains 8090 members 
Mstep: Class 18 contains 17891 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 119585 members 
Mstep: Class 21 contains 93472 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 47155 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 7210 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 12835 members 
Mstep: Class 31 contains 52397 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 2544 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703248.000000 Penalty: 77134.625000
Iteration 85Q: 35 clusters Score -1.417032e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 112064 members 
Mstep: Class 3 contains 136788 members 
Mstep: Class 4 contains 6736 members 
Mstep: Class 5 contains 8978 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 10813 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 10 contains 126115 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 106828 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 10627 members 
Mstep: Class 16 contains 117493 members 
Mstep: Class 17 contains 8085 members 
Mstep: Class 18 contains 17873 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 119586 members 
Mstep: Class 21 contains 93028 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 47580 members 
Mstep: Class 24 contains 1657 members 
Mstep: Class 25 contains 1169 members 
Mstep: Class 26 contains 701 members 
Mstep: Class 27 contains 6322 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 456 members 
Mstep: Class 30 contains 12906 members 
Mstep: Class 31 contains 52382 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 2545 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703120.000000 Penalty: 77134.625000
Iteration 86Q: 35 clusters Score -1.417031e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 112085 members 
Mstep: Class 3 contains 136588 members 
Mstep: Class 4 contains 6739 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 10801 members 
Mstep: Class 9 contains 12970 members 
Mstep: Class 10 contains 126153 members 
Mstep: Class 11 contains 747 members 
Mstep: Class 12 contains 106775 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 3065 members 
Mstep: Class 15 contains 10617 members 
Mstep: Class 16 contains 117704 members 
Mstep: Class 17 contains 8083 members 
Mstep: Class 18 contains 17863 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 119603 members 
Mstep: Class 21 contains 92572 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 48014 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 702 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 456 members 
Mstep: Class 30 contains 12969 members 
Mstep: Class 31 contains 52363 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 2544 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702720.000000 Penalty: 77134.625000
Iteration 87Q: 35 clusters Score -1.417027e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115979 members 
Mstep: Class 2 contains 112136 members 
Mstep: Class 3 contains 136391 members 
Mstep: Class 4 contains 6747 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 10792 members 
Mstep: Class 9 contains 13011 members 
Mstep: Class 10 contains 126181 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 106752 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 10598 members 
Mstep: Class 16 contains 117857 members 
Mstep: Class 17 contains 8081 members 
Mstep: Class 18 contains 17842 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 119615 members 
Mstep: Class 21 contains 92147 members 
Mstep: Class 22 contains 3727 members 
Mstep: Class 23 contains 48426 members 
Mstep: Class 24 contains 1657 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 6333 members 
Mstep: Class 28 contains 7073 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13011 members 
Mstep: Class 31 contains 52376 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 2547 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702416.000000 Penalty: 77134.625000
Iteration 88Q: 35 clusters Score -1.417024e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 112187 members 
Mstep: Class 3 contains 136216 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 8986 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 10786 members 
Mstep: Class 9 contains 13052 members 
Mstep: Class 10 contains 126202 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 106758 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 10603 members 
Mstep: Class 16 contains 117942 members 
Mstep: Class 17 contains 8078 members 
Mstep: Class 18 contains 17801 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 119619 members 
Mstep: Class 21 contains 91726 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 48844 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 6332 members 
Mstep: Class 28 contains 7027 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13048 members 
Mstep: Class 31 contains 52396 members 
Mstep: Class 32 contains 387 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702960.000000 Penalty: 77134.625000
Iteration 89Q: 35 clusters Score -1.41703e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 112237 members 
Mstep: Class 3 contains 136163 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 10776 members 
Mstep: Class 9 contains 13083 members 
Mstep: Class 10 contains 126231 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 106758 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 10598 members 
Mstep: Class 16 contains 117974 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 17777 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 119594 members 
Mstep: Class 21 contains 91296 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 49282 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 697 members 
Mstep: Class 27 contains 6329 members 
Mstep: Class 28 contains 6978 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13075 members 
Mstep: Class 31 contains 52412 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2556 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703232.000000 Penalty: 77134.625000
Iteration 90Q: 35 clusters Score -1.417032e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 112293 members 
Mstep: Class 3 contains 136110 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 10765 members 
Mstep: Class 9 contains 13114 members 
Mstep: Class 10 contains 126225 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 106738 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 10598 members 
Mstep: Class 16 contains 118065 members 
Mstep: Class 17 contains 8059 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 119574 members 
Mstep: Class 21 contains 90872 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 49716 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1169 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 6322 members 
Mstep: Class 28 contains 6922 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 52408 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2554 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703648.000000 Penalty: 77134.625000
Iteration 91Q: 35 clusters Score -1.417036e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 112325 members 
Mstep: Class 3 contains 136045 members 
Mstep: Class 4 contains 6784 members 
Mstep: Class 5 contains 8977 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 10753 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 126202 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 106741 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 10597 members 
Mstep: Class 16 contains 118103 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 119526 members 
Mstep: Class 21 contains 90483 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 50213 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 52404 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2556 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703200.000000 Penalty: 77134.625000
Iteration 92Q: 35 clusters Score -1.417032e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 112395 members 
Mstep: Class 3 contains 135937 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 8979 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 13186 members 
Mstep: Class 10 contains 126163 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 106741 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 10587 members 
Mstep: Class 16 contains 118138 members 
Mstep: Class 17 contains 8040 members 
Mstep: Class 18 contains 17659 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 119485 members 
Mstep: Class 21 contains 90103 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 50751 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13135 members 
Mstep: Class 31 contains 52405 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2555 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703104.000000 Penalty: 77134.625000
Iteration 93Q: 35 clusters Score -1.417031e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 112468 members 
Mstep: Class 3 contains 135809 members 
Mstep: Class 4 contains 6801 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 10716 members 
Mstep: Class 9 contains 13235 members 
Mstep: Class 10 contains 126127 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106732 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 14 contains 3072 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 16 contains 118226 members 
Mstep: Class 17 contains 8033 members 
Mstep: Class 18 contains 17620 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 119399 members 
Mstep: Class 21 contains 89703 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 51285 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 6314 members 
Mstep: Class 28 contains 6770 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13149 members 
Mstep: Class 31 contains 52424 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2553 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703200.000000 Penalty: 77134.625000
Iteration 94Q: 35 clusters Score -1.417032e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 112522 members 
Mstep: Class 3 contains 135640 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 10700 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 126085 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106696 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3073 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 16 contains 118340 members 
Mstep: Class 17 contains 8028 members 
Mstep: Class 18 contains 17585 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 119322 members 
Mstep: Class 21 contains 89305 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 51871 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 680 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13182 members 
Mstep: Class 31 contains 52446 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2556 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703136.000000 Penalty: 77134.625000
Iteration 95Q: 35 clusters Score -1.417031e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 112553 members 
Mstep: Class 3 contains 135457 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 10686 members 
Mstep: Class 9 contains 13308 members 
Mstep: Class 10 contains 126045 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106670 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 10579 members 
Mstep: Class 16 contains 118464 members 
Mstep: Class 17 contains 8024 members 
Mstep: Class 18 contains 17538 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 119262 members 
Mstep: Class 21 contains 88866 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 52462 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 678 members 
Mstep: Class 27 contains 6317 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13212 members 
Mstep: Class 31 contains 52467 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2561 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703360.000000 Penalty: 77134.625000
Iteration 96Q: 35 clusters Score -1.417034e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115859 members 
Mstep: Class 2 contains 112603 members 
Mstep: Class 3 contains 135248 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 8976 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 10678 members 
Mstep: Class 9 contains 13350 members 
Mstep: Class 10 contains 126018 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106638 members 
Mstep: Class 13 contains 8052 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 10569 members 
Mstep: Class 16 contains 118601 members 
Mstep: Class 17 contains 8021 members 
Mstep: Class 18 contains 17503 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 119214 members 
Mstep: Class 21 contains 88405 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 53070 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 678 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 6667 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13235 members 
Mstep: Class 31 contains 52468 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2564 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703536.000000 Penalty: 77134.625000
Iteration 97Q: 35 clusters Score -1.417035e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 112636 members 
Mstep: Class 3 contains 135067 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 8986 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 10668 members 
Mstep: Class 9 contains 13387 members 
Mstep: Class 10 contains 125990 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106599 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 10565 members 
Mstep: Class 16 contains 118737 members 
Mstep: Class 17 contains 8009 members 
Mstep: Class 18 contains 17476 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 119142 members 
Mstep: Class 21 contains 87939 members 
Mstep: Class 22 contains 3752 members 
Mstep: Class 23 contains 53675 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 678 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 6648 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13263 members 
Mstep: Class 31 contains 52467 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2565 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703152.000000 Penalty: 77134.625000
Iteration 98Q: 35 clusters Score -1.417032e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 112645 members 
Mstep: Class 3 contains 134803 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 10649 members 
Mstep: Class 9 contains 13407 members 
Mstep: Class 10 contains 125998 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106580 members 
Mstep: Class 13 contains 8060 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 15 contains 10567 members 
Mstep: Class 16 contains 118821 members 
Mstep: Class 17 contains 8006 members 
Mstep: Class 18 contains 17456 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 119072 members 
Mstep: Class 21 contains 87460 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 54354 members 
Mstep: Class 24 contains 1657 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 678 members 
Mstep: Class 27 contains 6323 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13291 members 
Mstep: Class 31 contains 52469 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2567 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703152.000000 Penalty: 77134.625000
Iteration 99Q: 35 clusters Score -1.417032e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 112658 members 
Mstep: Class 3 contains 134534 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 8995 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 10628 members 
Mstep: Class 9 contains 13430 members 
Mstep: Class 10 contains 126022 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106552 members 
Mstep: Class 13 contains 8061 members 
Mstep: Class 14 contains 3087 members 
Mstep: Class 15 contains 10566 members 
Mstep: Class 16 contains 118966 members 
Mstep: Class 17 contains 8003 members 
Mstep: Class 18 contains 17442 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 118961 members 
Mstep: Class 21 contains 86969 members 
Mstep: Class 22 contains 3757 members 
Mstep: Class 23 contains 55055 members 
Mstep: Class 24 contains 1657 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 678 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 52457 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 2571 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703296.000000 Penalty: 77134.625000
Iteration 100F: 35 clusters Score -1.417033e+08 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 115883 members 
Mstep: Class 2 contains 112666 members 
Mstep: Class 3 contains 134321 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 8991 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 10609 members 
Mstep: Class 9 contains 13456 members 
Mstep: Class 10 contains 125994 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 106513 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 10577 members 
Mstep: Class 16 contains 119051 members 
Mstep: Class 17 contains 8000 members 
Mstep: Class 18 contains 17407 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 118863 members 
Mstep: Class 21 contains 86508 members 
Mstep: Class 22 contains 3759 members 
Mstep: Class 23 contains 55816 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 679 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 6565 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13354 members 
Mstep: Class 31 contains 52457 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703984.000000 Penalty: 77134.625000
Iteration 101Q: 35 clusters Score -1.41704e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 112709 members 
Mstep: Class 3 contains 134042 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 10594 members 
Mstep: Class 9 contains 13480 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 106482 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 119162 members 
Mstep: Class 17 contains 7995 members 
Mstep: Class 18 contains 17363 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 118784 members 
Mstep: Class 21 contains 86028 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 56647 members 
Mstep: Class 24 contains 1659 members 
Mstep: Class 25 contains 1161 members 
Mstep: Class 26 contains 680 members 
Mstep: Class 27 contains 6332 members 
Mstep: Class 28 contains 6541 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13374 members 
Mstep: Class 31 contains 52467 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 2579 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141704240.000000 Penalty: 77134.625000
Iteration 102Q: 35 clusters Score -1.417042e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 112747 members 
Mstep: Class 3 contains 133690 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 8996 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 10575 members 
Mstep: Class 9 contains 13513 members 
Mstep: Class 10 contains 125932 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106437 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 10581 members 
Mstep: Class 16 contains 119241 members 
Mstep: Class 17 contains 7991 members 
Mstep: Class 18 contains 17319 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 118691 members 
Mstep: Class 21 contains 85554 members 
Mstep: Class 22 contains 3774 members 
Mstep: Class 23 contains 57532 members 
Mstep: Class 24 contains 1660 members 
Mstep: Class 25 contains 1148 members 
Mstep: Class 26 contains 679 members 
Mstep: Class 27 contains 6346 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13396 members 
Mstep: Class 31 contains 52467 members 
Mstep: Class 32 contains 420 members 
Mstep: Class 33 contains 2583 members 
Mstep: Class 34 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141704400.000000 Penalty: 77134.625000
Iteration 103Q: 35 clusters Score -1.417044e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 115755 members 
Mstep: Class 2 contains 112794 members 
Mstep: Class 3 contains 133325 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 10560 members 
Mstep: Class 9 contains 13559 members 
Mstep: Class 10 contains 125887 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106357 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 119335 members 
Mstep: Class 17 contains 7988 members 
Mstep: Class 18 contains 17268 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 118606 members 
Mstep: Class 21 contains 85074 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 58492 members 
Mstep: Class 24 contains 1660 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 679 members 
Mstep: Class 27 contains 6363 members 
Mstep: Class 28 contains 6476 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13413 members 
Mstep: Class 31 contains 52456 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 2581 members 
Mstep: Class 34 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141704752.000000 Penalty: 77134.625000
Iteration 104Q: 35 clusters Score -1.417048e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 112860 members 
Mstep: Class 3 contains 132939 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 9006 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 13592 members 
Mstep: Class 10 contains 125810 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 106325 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 10587 members 
Mstep: Class 16 contains 119380 members 
Mstep: Class 17 contains 7980 members 
Mstep: Class 18 contains 17216 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 118570 members 
Mstep: Class 21 contains 84575 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 59531 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 677 members 
Mstep: Class 27 contains 6373 members 
Mstep: Class 28 contains 6443 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13428 members 
Mstep: Class 31 contains 52431 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 2578 members 
Mstep: Class 34 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141704880.000000 Penalty: 77134.625000
Iteration 105Q: 35 clusters Score -1.417049e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 112891 members 
Mstep: Class 3 contains 132468 members 
Mstep: Class 4 contains 6913 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 10514 members 
Mstep: Class 9 contains 13633 members 
Mstep: Class 10 contains 125738 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 106283 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 119425 members 
Mstep: Class 17 contains 7977 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 118557 members 
Mstep: Class 21 contains 84083 members 
Mstep: Class 22 contains 3812 members 
Mstep: Class 23 contains 60675 members 
Mstep: Class 24 contains 1662 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 672 members 
Mstep: Class 27 contains 6385 members 
Mstep: Class 28 contains 6400 members 
Mstep: Class 29 contains 456 members 
Mstep: Class 30 contains 13437 members 
Mstep: Class 31 contains 52396 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 2572 members 
Mstep: Class 34 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141705008.000000 Penalty: 77134.625000
Iteration 106Q: 35 clusters Score -1.41705e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 112924 members 
Mstep: Class 3 contains 131982 members 
Mstep: Class 4 contains 6918 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10486 members 
Mstep: Class 9 contains 13655 members 
Mstep: Class 10 contains 125646 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 106232 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 10586 members 
Mstep: Class 16 contains 119439 members 
Mstep: Class 17 contains 7973 members 
Mstep: Class 18 contains 17106 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 118577 members 
Mstep: Class 21 contains 83594 members 
Mstep: Class 22 contains 3826 members 
Mstep: Class 23 contains 61902 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 13441 members 
Mstep: Class 31 contains 52364 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 2565 members 
Mstep: Class 34 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141705280.000000 Penalty: 77134.625000
Iteration 107Q: 35 clusters Score -1.417053e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 112949 members 
Mstep: Class 3 contains 131519 members 
Mstep: Class 4 contains 6919 members 
Mstep: Class 5 contains 9034 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 13677 members 
Mstep: Class 10 contains 125541 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 106166 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 3095 members 
Mstep: Class 15 contains 10586 members 
Mstep: Class 16 contains 119403 members 
Mstep: Class 17 contains 7973 members 
Mstep: Class 18 contains 17063 members 
Mstep: Class 19 contains 473 members 
Mstep: Class 20 contains 118495 members 
Mstep: Class 21 contains 83084 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 63209 members 
Mstep: Class 24 contains 1662 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 6319 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 13451 members 
Mstep: Class 31 contains 52331 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 2560 members 
Mstep: Class 34 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141705536.000000 Penalty: 77134.625000
Iteration 108Q: 35 clusters Score -1.417055e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 112991 members 
Mstep: Class 3 contains 130939 members 
Mstep: Class 4 contains 6920 members 
Mstep: Class 5 contains 9035 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10460 members 
Mstep: Class 9 contains 13701 members 
Mstep: Class 10 contains 125499 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 106100 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3095 members 
Mstep: Class 15 contains 10569 members 
Mstep: Class 16 contains 119306 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 18 contains 17020 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 118443 members 
Mstep: Class 21 contains 82544 members 
Mstep: Class 22 contains 3878 members 
Mstep: Class 23 contains 64662 members 
Mstep: Class 24 contains 1664 members 
Mstep: Class 25 contains 1135 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6459 members 
Mstep: Class 28 contains 6276 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13456 members 
Mstep: Class 31 contains 52290 members 
Mstep: Class 32 contains 462 members 
Mstep: Class 33 contains 2547 members 
Mstep: Class 34 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141705696.000000 Penalty: 77134.625000
Iteration 109Q: 35 clusters Score -1.417057e+08 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 113008 members 
Mstep: Class 3 contains 130346 members 
Mstep: Class 4 contains 6925 members 
Mstep: Class 5 contains 9034 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10456 members 
Mstep: Class 9 contains 13714 members 
Mstep: Class 10 contains 125465 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 106030 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 10561 members 
Mstep: Class 16 contains 119222 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 18 contains 16978 members 
Mstep: Class 19 contains 473 members 
Mstep: Class 20 contains 118330 members 
Mstep: Class 21 contains 82012 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 66228 members 
Mstep: Class 24 contains 1667 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 6480 members 
Mstep: Class 28 contains 6237 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13461 members 
Mstep: Class 31 contains 52236 members 
Mstep: Class 32 contains 464 members 
Mstep: Class 33 contains 2533 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141706144.000000 Penalty: 77134.625000
Iteration 110Q: 35 clusters Score -1.417061e+08 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 113040 members 
Mstep: Class 3 contains 129687 members 
Mstep: Class 4 contains 6931 members 
Mstep: Class 5 contains 9031 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10456 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 125436 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 105936 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 10559 members 
Mstep: Class 16 contains 119126 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 18 contains 16931 members 
Mstep: Class 19 contains 473 members 
Mstep: Class 20 contains 118192 members 
Mstep: Class 21 contains 81467 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 67933 members 
Mstep: Class 24 contains 1667 members 
Mstep: Class 25 contains 1135 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 6503 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13472 members 
Mstep: Class 31 contains 52177 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 2530 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141706016.000000 Penalty: 77134.625000
Iteration 111Q: 35 clusters Score -1.41706e+08 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 113022 members 
Mstep: Class 3 contains 128957 members 
Mstep: Class 4 contains 6939 members 
Mstep: Class 5 contains 9029 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10455 members 
Mstep: Class 9 contains 13746 members 
Mstep: Class 10 contains 125374 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 105846 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 10562 members 
Mstep: Class 16 contains 119003 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 18 contains 16884 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 118092 members 
Mstep: Class 21 contains 80888 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 69827 members 
Mstep: Class 24 contains 1669 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 6150 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13474 members 
Mstep: Class 31 contains 52136 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 2533 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141705728.000000 Penalty: 77134.625000
Iteration 112Q: 35 clusters Score -1.417057e+08 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 113012 members 
Mstep: Class 3 contains 128103 members 
Mstep: Class 4 contains 6946 members 
Mstep: Class 5 contains 9015 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10449 members 
Mstep: Class 9 contains 13760 members 
Mstep: Class 10 contains 125273 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 105760 members 
Mstep: Class 13 contains 8030 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 118863 members 
Mstep: Class 17 contains 7937 members 
Mstep: Class 18 contains 16854 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117987 members 
Mstep: Class 21 contains 80282 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 71917 members 
Mstep: Class 24 contains 1671 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 6113 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13475 members 
Mstep: Class 31 contains 52086 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 2533 members 
Mstep: Class 34 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141706208.000000 Penalty: 77134.625000
Iteration 113Q: 35 clusters Score -1.417062e+08 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 112985 members 
Mstep: Class 3 contains 127171 members 
Mstep: Class 4 contains 6954 members 
Mstep: Class 5 contains 9005 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 10439 members 
Mstep: Class 9 contains 13774 members 
Mstep: Class 10 contains 125135 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 105641 members 
Mstep: Class 13 contains 8028 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 10543 members 
Mstep: Class 16 contains 118715 members 
Mstep: Class 17 contains 7930 members 
Mstep: Class 18 contains 16828 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117841 members 
Mstep: Class 21 contains 79686 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 74164 members 
Mstep: Class 24 contains 1673 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6546 members 
Mstep: Class 28 contains 6078 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13475 members 
Mstep: Class 31 contains 52058 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 2528 members 
Mstep: Class 34 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141706320.000000 Penalty: 77134.625000
Iteration 114Q: 35 clusters Score -1.417063e+08 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 112953 members 
Mstep: Class 3 contains 126098 members 
Mstep: Class 4 contains 6950 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 124952 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 105534 members 
Mstep: Class 13 contains 8024 members 
Mstep: Class 14 contains 3093 members 
Mstep: Class 15 contains 10538 members 
Mstep: Class 16 contains 118569 members 
Mstep: Class 17 contains 7922 members 
Mstep: Class 18 contains 16791 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117711 members 
Mstep: Class 21 contains 79059 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 76570 members 
Mstep: Class 24 contains 1677 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6573 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13474 members 
Mstep: Class 31 contains 52056 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 2526 members 
Mstep: Class 34 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141707088.000000 Penalty: 77134.625000
Iteration 115Q: 35 clusters Score -1.417071e+08 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114915 members 
Mstep: Class 2 contains 112896 members 
Mstep: Class 3 contains 125045 members 
Mstep: Class 4 contains 6948 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 13787 members 
Mstep: Class 10 contains 124753 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 105426 members 
Mstep: Class 13 contains 8025 members 
Mstep: Class 14 contains 3092 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 118348 members 
Mstep: Class 17 contains 7922 members 
Mstep: Class 18 contains 16742 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117647 members 
Mstep: Class 21 contains 78422 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 79097 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 1140 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 6591 members 
Mstep: Class 28 contains 6013 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13464 members 
Mstep: Class 31 contains 52057 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141707984.000000 Penalty: 77134.625000
Iteration 116Q: 35 clusters Score -1.41708e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 112793 members 
Mstep: Class 3 contains 123904 members 
Mstep: Class 4 contains 6948 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 13795 members 
Mstep: Class 10 contains 124681 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 105288 members 
Mstep: Class 13 contains 8030 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 118041 members 
Mstep: Class 17 contains 7925 members 
Mstep: Class 18 contains 16699 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117576 members 
Mstep: Class 21 contains 77794 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 81751 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 1140 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 6600 members 
Mstep: Class 28 contains 5974 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13446 members 
Mstep: Class 31 contains 52026 members 
Mstep: Class 32 contains 478 members 
Mstep: Class 33 contains 2519 members 
Mstep: Class 34 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141708464.000000 Penalty: 77134.625000
Iteration 117Q: 35 clusters Score -1.417085e+08 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114763 members 
Mstep: Class 2 contains 112651 members 
Mstep: Class 3 contains 122669 members 
Mstep: Class 4 contains 6947 members 
Mstep: Class 5 contains 8978 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 13801 members 
Mstep: Class 10 contains 124559 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 105153 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 14 contains 3096 members 
Mstep: Class 15 contains 10535 members 
Mstep: Class 16 contains 117688 members 
Mstep: Class 17 contains 7924 members 
Mstep: Class 18 contains 16668 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117479 members 
Mstep: Class 21 contains 77142 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 84560 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 5932 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 52008 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2514 members 
Mstep: Class 34 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141709216.000000 Penalty: 77134.625000
Iteration 118Q: 35 clusters Score -1.417092e+08 nChanged 6173
Entering ConstructFrom: 
Score: -141709216.000000 Penalty: 77134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (114711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Entering Unmasked Estep 
Score: -14439736.000000 Penalty: 1893.152832
	Iteration 0F: 2 clusters Score -1.443974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -14365916.000000 Penalty: 3786.305664
	Iteration 0F: 3 clusters Score -1.436592e+07 nChanged 55036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -14397938.000000 Penalty: 3786.305664
	Iteration 1F: 3 clusters Score -1.439794e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -14399102.000000 Penalty: 3786.305664
	Iteration 2Q: 3 clusters Score -1.43991e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -14400838.000000 Penalty: 3786.305664
	Iteration 3Q: 3 clusters Score -1.440084e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -14403501.000000 Penalty: 3786.305664
	Iteration 4F: 3 clusters Score -1.44035e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -14408067.000000 Penalty: 3786.305664
	Iteration 5F: 3 clusters Score -1.440807e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -14414656.000000 Penalty: 3786.305664
	Iteration 6F: 3 clusters Score -1.441466e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -14422122.000000 Penalty: 3786.305664
	Iteration 7F: 3 clusters Score -1.442212e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -14428498.000000 Penalty: 3786.305664
	Iteration 8F: 3 clusters Score -1.44285e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -14432781.000000 Penalty: 3786.305664
	Iteration 9Q: 3 clusters Score -1.443278e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -14434980.000000 Penalty: 3786.305664
	Iteration 10Q: 3 clusters Score -1.443498e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -14436259.000000 Penalty: 3786.305664
	Iteration 11Q: 3 clusters Score -1.443626e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -14437014.000000 Penalty: 3786.305664
	Iteration 12Q: 3 clusters Score -1.443701e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -14437618.000000 Penalty: 3786.305664
	Iteration 13Q: 3 clusters Score -1.443762e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -14438023.000000 Penalty: 3786.305664
	Iteration 14Q: 3 clusters Score -1.443802e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -14438320.000000 Penalty: 3786.305664
	Iteration 15Q: 3 clusters Score -1.443832e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -14438382.000000 Penalty: 3786.305664
	Iteration 16Q: 3 clusters Score -1.443838e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14438447.000000 Penalty: 3786.305664
	Iteration 17Q: 3 clusters Score -1.443845e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14438463.000000 Penalty: 3786.305664
	Iteration 18Q: 3 clusters Score -1.443846e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113699 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14438461.000000 Penalty: 3786.305664
	Iteration 19Q: 3 clusters Score -1.443846e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -14438463.000000 Penalty: 3786.305664
	Iteration 20F: 3 clusters Score -1.443846e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14438459.000000 Penalty: 3786.305664
	Iteration 21Q: 3 clusters Score -1.443846e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14438459.000000 Penalty: 3786.305664
	Iteration 22Q: 3 clusters Score -1.443846e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14438495.000000 Penalty: 3786.305664
	Iteration 23Q: 3 clusters Score -1.44385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14438470.000000 Penalty: 3786.305664
	Iteration 24Q: 3 clusters Score -1.443847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14438479.000000 Penalty: 3786.305664
	Iteration 25Q: 3 clusters Score -1.443848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14438485.000000 Penalty: 3786.305664
	Iteration 26Q: 3 clusters Score -1.443848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -14438486.000000 Penalty: 3786.305664
	Iteration 27Q: 3 clusters Score -1.443849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -14438490.000000 Penalty: 3786.305664
	Iteration 28Q: 3 clusters Score -1.443849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114011 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14438495.000000 Penalty: 3786.305664
	Iteration 29Q: 3 clusters Score -1.44385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14438496.000000 Penalty: 3786.305664
	Iteration 30Q: 3 clusters Score -1.44385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14438491.000000 Penalty: 3786.305664
	Iteration 31Q: 3 clusters Score -1.443849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114034 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14438501.000000 Penalty: 3786.305664
	Iteration 32Q: 3 clusters Score -1.44385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114037 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14438490.000000 Penalty: 3786.305664
	Iteration 33Q: 3 clusters Score -1.443849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14438493.000000 Penalty: 3786.305664
	Iteration 34Q: 3 clusters Score -1.443849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14438484.000000 Penalty: 3786.305664
	Iteration 35Q: 3 clusters Score -1.443848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114060 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14438512.000000 Penalty: 3786.305664
	Iteration 36Q: 3 clusters Score -1.443851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14438505.000000 Penalty: 3786.305664
	Iteration 37Q: 3 clusters Score -1.44385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114075 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14438505.000000 Penalty: 3786.305664
	Iteration 38Q: 3 clusters Score -1.44385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114083 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -14438494.000000 Penalty: 3786.305664
	Iteration 39Q: 3 clusters Score -1.443849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114083 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -14438502.000000 Penalty: 3786.305664
	Iteration 40F: 3 clusters Score -1.44385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114086 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14438497.000000 Penalty: 3786.305664
	Iteration 41Q: 3 clusters Score -1.44385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14438494.000000 Penalty: 3786.305664
	Iteration 42Q: 3 clusters Score -1.443849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14438501.000000 Penalty: 3786.305664
	Iteration 43Q: 3 clusters Score -1.44385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14438507.000000 Penalty: 3786.305664
	Iteration 44Q: 3 clusters Score -1.443851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14438506.000000 Penalty: 3786.305664
	Iteration 45Q: 3 clusters Score -1.443851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14438500.000000 Penalty: 3786.305664
	Iteration 46Q: 3 clusters Score -1.44385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14438506.000000 Penalty: 3786.305664
	Iteration 47Q: 3 clusters Score -1.443851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14438507.000000 Penalty: 3786.305664
	Iteration 48Q: 3 clusters Score -1.443851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14438507.000000 Penalty: 3786.305664
	Iteration 49Q: 3 clusters Score -1.443851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14438507.000000 Penalty: 3786.305664
	Iteration 50Q: 3 clusters Score -1.443851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114105 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14438503.000000 Penalty: 3786.305664
	Iteration 51Q: 3 clusters Score -1.44385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14438501.000000 Penalty: 3786.305664
	Iteration 52Q: 3 clusters Score -1.44385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14438501.000000 Penalty: 3786.305664
	Iteration 53Q: 3 clusters Score -1.44385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14438501.000000 Penalty: 3786.305664
	Iteration 54F: 3 clusters Score -1.44385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (112512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112512 members 
Entering Unmasked Estep 
Score: -14152322.000000 Penalty: 1890.007568
	Iteration 0F: 2 clusters Score -1.415232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -14078805.000000 Penalty: 3780.015137
	Iteration 0F: 3 clusters Score -1.40788e+07 nChanged 54273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -14110254.000000 Penalty: 3780.015137
	Iteration 1F: 3 clusters Score -1.411025e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -14110847.000000 Penalty: 3780.015137
	Iteration 2Q: 3 clusters Score -1.411085e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -14111624.000000 Penalty: 3780.015137
	Iteration 3Q: 3 clusters Score -1.411162e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -14112395.000000 Penalty: 3780.015137
	Iteration 4Q: 3 clusters Score -1.41124e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -14113530.000000 Penalty: 3780.015137
	Iteration 5Q: 3 clusters Score -1.411353e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -14115051.000000 Penalty: 3780.015137
	Iteration 6Q: 3 clusters Score -1.411505e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -14116785.000000 Penalty: 3780.015137
	Iteration 7Q: 3 clusters Score -1.411678e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -14118627.000000 Penalty: 3780.015137
	Iteration 8Q: 3 clusters Score -1.411863e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -14120734.000000 Penalty: 3780.015137
	Iteration 9Q: 3 clusters Score -1.412073e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -14122633.000000 Penalty: 3780.015137
	Iteration 10Q: 3 clusters Score -1.412263e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -14124567.000000 Penalty: 3780.015137
	Iteration 11Q: 3 clusters Score -1.412457e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -14126477.000000 Penalty: 3780.015137
	Iteration 12Q: 3 clusters Score -1.412648e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -14128570.000000 Penalty: 3780.015137
	Iteration 13Q: 3 clusters Score -1.412857e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -14131194.000000 Penalty: 3780.015137
	Iteration 14Q: 3 clusters Score -1.413119e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -14134128.000000 Penalty: 3780.015137
	Iteration 15Q: 3 clusters Score -1.413413e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -14137107.000000 Penalty: 3780.015137
	Iteration 16Q: 3 clusters Score -1.413711e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -14139477.000000 Penalty: 3780.015137
	Iteration 17Q: 3 clusters Score -1.413948e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 82863 members 
Entering Unmasked Estep 
Score: -14141273.000000 Penalty: 3780.015137
	Iteration 18Q: 3 clusters Score -1.414127e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -14142598.000000 Penalty: 3780.015137
	Iteration 19Q: 3 clusters Score -1.41426e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -14143557.000000 Penalty: 3780.015137
	Iteration 20F: 3 clusters Score -1.414356e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -14144278.000000 Penalty: 3780.015137
	Iteration 21Q: 3 clusters Score -1.414428e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -14144747.000000 Penalty: 3780.015137
	Iteration 22Q: 3 clusters Score -1.414475e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -14145164.000000 Penalty: 3780.015137
	Iteration 23Q: 3 clusters Score -1.414516e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -14145509.000000 Penalty: 3780.015137
	Iteration 24Q: 3 clusters Score -1.414551e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -14145917.000000 Penalty: 3780.015137
	Iteration 25Q: 3 clusters Score -1.414592e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -14146229.000000 Penalty: 3780.015137
	Iteration 26Q: 3 clusters Score -1.414623e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -14146366.000000 Penalty: 3780.015137
	Iteration 27Q: 3 clusters Score -1.414637e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -14146631.000000 Penalty: 3780.015137
	Iteration 28Q: 3 clusters Score -1.414663e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -14146790.000000 Penalty: 3780.015137
	Iteration 29Q: 3 clusters Score -1.414679e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -14146938.000000 Penalty: 3780.015137
	Iteration 30Q: 3 clusters Score -1.414694e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -14147055.000000 Penalty: 3780.015137
	Iteration 31Q: 3 clusters Score -1.414706e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -14147293.000000 Penalty: 3780.015137
	Iteration 32Q: 3 clusters Score -1.414729e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -14147526.000000 Penalty: 3780.015137
	Iteration 33Q: 3 clusters Score -1.414753e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -14147697.000000 Penalty: 3780.015137
	Iteration 34Q: 3 clusters Score -1.41477e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -14147973.000000 Penalty: 3780.015137
	Iteration 35Q: 3 clusters Score -1.414797e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -14148285.000000 Penalty: 3780.015137
	Iteration 36Q: 3 clusters Score -1.414828e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 101152 members 
Entering Unmasked Estep 
Score: -14148501.000000 Penalty: 3780.015137
	Iteration 37Q: 3 clusters Score -1.41485e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -14148847.000000 Penalty: 3780.015137
	Iteration 38Q: 3 clusters Score -1.414885e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -14149150.000000 Penalty: 3780.015137
	Iteration 39Q: 3 clusters Score -1.414915e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 103571 members 
Entering Unmasked Estep 
Score: -14149335.000000 Penalty: 3780.015137
	Iteration 40F: 3 clusters Score -1.414934e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -14149608.000000 Penalty: 3780.015137
	Iteration 41Q: 3 clusters Score -1.414961e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -14149777.000000 Penalty: 3780.015137
	Iteration 42Q: 3 clusters Score -1.414978e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -14149903.000000 Penalty: 3780.015137
	Iteration 43Q: 3 clusters Score -1.41499e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -14150120.000000 Penalty: 3780.015137
	Iteration 44Q: 3 clusters Score -1.415012e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 106682 members 
Entering Unmasked Estep 
Score: -14150272.000000 Penalty: 3780.015137
	Iteration 45Q: 3 clusters Score -1.415027e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 107177 members 
Entering Unmasked Estep 
Score: -14150403.000000 Penalty: 3780.015137
	Iteration 46Q: 3 clusters Score -1.41504e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -14150484.000000 Penalty: 3780.015137
	Iteration 47Q: 3 clusters Score -1.415048e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -14150536.000000 Penalty: 3780.015137
	Iteration 48Q: 3 clusters Score -1.415054e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -14150690.000000 Penalty: 3780.015137
	Iteration 49Q: 3 clusters Score -1.415069e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -14150812.000000 Penalty: 3780.015137
	Iteration 50Q: 3 clusters Score -1.415081e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -14150898.000000 Penalty: 3780.015137
	Iteration 51Q: 3 clusters Score -1.41509e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -14150938.000000 Penalty: 3780.015137
	Iteration 52Q: 3 clusters Score -1.415094e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -14150975.000000 Penalty: 3780.015137
	Iteration 53Q: 3 clusters Score -1.415098e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 109799 members 
Entering Unmasked Estep 
Score: -14151037.000000 Penalty: 3780.015137
	Iteration 54Q: 3 clusters Score -1.415104e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -14151113.000000 Penalty: 3780.015137
	Iteration 55Q: 3 clusters Score -1.415111e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -14151156.000000 Penalty: 3780.015137
	Iteration 56Q: 3 clusters Score -1.415116e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -14151174.000000 Penalty: 3780.015137
	Iteration 57Q: 3 clusters Score -1.415117e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -14151229.000000 Penalty: 3780.015137
	Iteration 58Q: 3 clusters Score -1.415123e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -14151231.000000 Penalty: 3780.015137
	Iteration 59Q: 3 clusters Score -1.415123e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -14151245.000000 Penalty: 3780.015137
	Iteration 60F: 3 clusters Score -1.415124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -14151239.000000 Penalty: 3780.015137
	Iteration 61Q: 3 clusters Score -1.415124e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 110677 members 
Entering Unmasked Estep 
Score: -14151232.000000 Penalty: 3780.015137
	Iteration 62Q: 3 clusters Score -1.415123e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -14151222.000000 Penalty: 3780.015137
	Iteration 63Q: 3 clusters Score -1.415122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -14151221.000000 Penalty: 3780.015137
	Iteration 64Q: 3 clusters Score -1.415122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -14151227.000000 Penalty: 3780.015137
	Iteration 65Q: 3 clusters Score -1.415123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 110778 members 
Entering Unmasked Estep 
Score: -14151242.000000 Penalty: 3780.015137
	Iteration 66Q: 3 clusters Score -1.415124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -14151243.000000 Penalty: 3780.015137
	Iteration 67Q: 3 clusters Score -1.415124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -14151223.000000 Penalty: 3780.015137
	Iteration 68Q: 3 clusters Score -1.415122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -14151220.000000 Penalty: 3780.015137
	Iteration 69Q: 3 clusters Score -1.415122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -14151227.000000 Penalty: 3780.015137
	Iteration 70Q: 3 clusters Score -1.415123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -14151232.000000 Penalty: 3780.015137
	Iteration 71Q: 3 clusters Score -1.415123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -14151237.000000 Penalty: 3780.015137
	Iteration 72Q: 3 clusters Score -1.415124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -14151235.000000 Penalty: 3780.015137
	Iteration 73Q: 3 clusters Score -1.415124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -14151234.000000 Penalty: 3780.015137
	Iteration 74Q: 3 clusters Score -1.415123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -14151239.000000 Penalty: 3780.015137
	Iteration 75Q: 3 clusters Score -1.415124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -14151241.000000 Penalty: 3780.015137
	Iteration 76Q: 3 clusters Score -1.415124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 110856 members 
Entering Unmasked Estep 
Score: -14151238.000000 Penalty: 3780.015137
	Iteration 77Q: 3 clusters Score -1.415124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -14151243.000000 Penalty: 3780.015137
	Iteration 78Q: 3 clusters Score -1.415124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -14151241.000000 Penalty: 3780.015137
	Iteration 79Q: 3 clusters Score -1.415124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -14151242.000000 Penalty: 3780.015137
	Iteration 80F: 3 clusters Score -1.415124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -14151231.000000 Penalty: 3780.015137
	Iteration 81Q: 3 clusters Score -1.415123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -14151231.000000 Penalty: 3780.015137
	Iteration 82Q: 3 clusters Score -1.415123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 110875 members 
Entering Unmasked Estep 
Score: -14151229.000000 Penalty: 3780.015137
	Iteration 83Q: 3 clusters Score -1.415123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -14151220.000000 Penalty: 3780.015137
	Iteration 84Q: 3 clusters Score -1.415122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -14151224.000000 Penalty: 3780.015137
	Iteration 85Q: 3 clusters Score -1.415122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 110884 members 
Entering Unmasked Estep 
Score: -14151232.000000 Penalty: 3780.015137
	Iteration 86Q: 3 clusters Score -1.415123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -14151235.000000 Penalty: 3780.015137
	Iteration 87Q: 3 clusters Score -1.415124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -14151233.000000 Penalty: 3780.015137
	Iteration 88Q: 3 clusters Score -1.415123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -14151236.000000 Penalty: 3780.015137
	Iteration 89Q: 3 clusters Score -1.415124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -14151240.000000 Penalty: 3780.015137
	Iteration 90Q: 3 clusters Score -1.415124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -14151243.000000 Penalty: 3780.015137
	Iteration 91Q: 3 clusters Score -1.415124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -14151243.000000 Penalty: 3780.015137
	Iteration 92Q: 3 clusters Score -1.415124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -14151246.000000 Penalty: 3780.015137
	Iteration 93Q: 3 clusters Score -1.415125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -14151244.000000 Penalty: 3780.015137
	Iteration 94Q: 3 clusters Score -1.415124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -14151242.000000 Penalty: 3780.015137
	Iteration 95Q: 3 clusters Score -1.415124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -14151247.000000 Penalty: 3780.015137
	Iteration 96Q: 3 clusters Score -1.415125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -14151261.000000 Penalty: 3780.015137
	Iteration 97Q: 3 clusters Score -1.415126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -14151246.000000 Penalty: 3780.015137
	Iteration 98Q: 3 clusters Score -1.415125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -14151252.000000 Penalty: 3780.015137
	Iteration 99Q: 3 clusters Score -1.415125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 110940 members 
Entering Unmasked Estep 
Score: -14151250.000000 Penalty: 3780.015137
	Iteration 100F: 3 clusters Score -1.415125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 110941 members 
Entering Unmasked Estep 
Score: -14151248.000000 Penalty: 3780.015137
	Iteration 101Q: 3 clusters Score -1.415125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 110941 members 
Entering Unmasked Estep 
Score: -14151248.000000 Penalty: 3780.015137
	Iteration 102F: 3 clusters Score -1.415125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (121338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Entering Unmasked Estep 
Score: -15404895.000000 Penalty: 1902.279419
	Iteration 0F: 2 clusters Score -1.54049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -15330459.000000 Penalty: 3804.558838
	Iteration 0F: 3 clusters Score -1.533046e+07 nChanged 58094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -15365428.000000 Penalty: 3804.558838
	Iteration 1F: 3 clusters Score -1.536543e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -15367127.000000 Penalty: 3804.558838
	Iteration 2Q: 3 clusters Score -1.536713e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -15369900.000000 Penalty: 3804.558838
	Iteration 3Q: 3 clusters Score -1.53699e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -15374176.000000 Penalty: 3804.558838
	Iteration 4F: 3 clusters Score -1.537418e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -15380220.000000 Penalty: 3804.558838
	Iteration 5F: 3 clusters Score -1.538022e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -15386954.000000 Penalty: 3804.558838
	Iteration 6F: 3 clusters Score -1.538695e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -15392813.000000 Penalty: 3804.558838
	Iteration 7F: 3 clusters Score -1.539281e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -15396480.000000 Penalty: 3804.558838
	Iteration 8Q: 3 clusters Score -1.539648e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -15398375.000000 Penalty: 3804.558838
	Iteration 9Q: 3 clusters Score -1.539838e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -15399452.000000 Penalty: 3804.558838
	Iteration 10Q: 3 clusters Score -1.539945e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -15400254.000000 Penalty: 3804.558838
	Iteration 11Q: 3 clusters Score -1.540025e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109323 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -15400818.000000 Penalty: 3804.558838
	Iteration 12Q: 3 clusters Score -1.540082e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -15401261.000000 Penalty: 3804.558838
	Iteration 13Q: 3 clusters Score -1.540126e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -15401667.000000 Penalty: 3804.558838
	Iteration 14Q: 3 clusters Score -1.540167e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112901 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -15401877.000000 Penalty: 3804.558838
	Iteration 15Q: 3 clusters Score -1.540188e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -15402024.000000 Penalty: 3804.558838
	Iteration 16Q: 3 clusters Score -1.540202e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114687 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -15402211.000000 Penalty: 3804.558838
	Iteration 17Q: 3 clusters Score -1.540221e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115465 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -15402476.000000 Penalty: 3804.558838
	Iteration 18Q: 3 clusters Score -1.540248e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -15402736.000000 Penalty: 3804.558838
	Iteration 19Q: 3 clusters Score -1.540274e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116768 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -15402910.000000 Penalty: 3804.558838
	Iteration 20F: 3 clusters Score -1.540291e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -15402980.000000 Penalty: 3804.558838
	Iteration 21Q: 3 clusters Score -1.540298e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -15403103.000000 Penalty: 3804.558838
	Iteration 22Q: 3 clusters Score -1.54031e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -15403199.000000 Penalty: 3804.558838
	Iteration 23Q: 3 clusters Score -1.54032e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -15403238.000000 Penalty: 3804.558838
	Iteration 24Q: 3 clusters Score -1.540324e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118645 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -15403316.000000 Penalty: 3804.558838
	Iteration 25Q: 3 clusters Score -1.540332e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -15403370.000000 Penalty: 3804.558838
	Iteration 26Q: 3 clusters Score -1.540337e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -15403354.000000 Penalty: 3804.558838
	Iteration 27Q: 3 clusters Score -1.540335e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -15403363.000000 Penalty: 3804.558838
	Iteration 28Q: 3 clusters Score -1.540336e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15403400.000000 Penalty: 3804.558838
	Iteration 29Q: 3 clusters Score -1.54034e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119455 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15403437.000000 Penalty: 3804.558838
	Iteration 30Q: 3 clusters Score -1.540344e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119557 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -15403418.000000 Penalty: 3804.558838
	Iteration 31Q: 3 clusters Score -1.540342e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15403424.000000 Penalty: 3804.558838
	Iteration 32Q: 3 clusters Score -1.540342e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -15403426.000000 Penalty: 3804.558838
	Iteration 33Q: 3 clusters Score -1.540343e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119766 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15403389.000000 Penalty: 3804.558838
	Iteration 34Q: 3 clusters Score -1.540339e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15403404.000000 Penalty: 3804.558838
	Iteration 35Q: 3 clusters Score -1.54034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15403400.000000 Penalty: 3804.558838
	Iteration 36Q: 3 clusters Score -1.54034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15403412.000000 Penalty: 3804.558838
	Iteration 37Q: 3 clusters Score -1.540341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119922 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15403439.000000 Penalty: 3804.558838
	Iteration 38Q: 3 clusters Score -1.540344e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -15403437.000000 Penalty: 3804.558838
	Iteration 39Q: 3 clusters Score -1.540344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -15403454.000000 Penalty: 3804.558838
	Iteration 40F: 3 clusters Score -1.540345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -15403457.000000 Penalty: 3804.558838
	Iteration 41Q: 3 clusters Score -1.540346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15403439.000000 Penalty: 3804.558838
	Iteration 42Q: 3 clusters Score -1.540344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120055 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15403462.000000 Penalty: 3804.558838
	Iteration 43Q: 3 clusters Score -1.540346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120066 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -15403472.000000 Penalty: 3804.558838
	Iteration 44Q: 3 clusters Score -1.540347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120075 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -15403467.000000 Penalty: 3804.558838
	Iteration 45Q: 3 clusters Score -1.540347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15403468.000000 Penalty: 3804.558838
	Iteration 46Q: 3 clusters Score -1.540347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120094 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15403471.000000 Penalty: 3804.558838
	Iteration 47Q: 3 clusters Score -1.540347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -15403470.000000 Penalty: 3804.558838
	Iteration 48Q: 3 clusters Score -1.540347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120111 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15403466.000000 Penalty: 3804.558838
	Iteration 49Q: 3 clusters Score -1.540347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15403477.000000 Penalty: 3804.558838
	Iteration 50Q: 3 clusters Score -1.540348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120130 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15403474.000000 Penalty: 3804.558838
	Iteration 51Q: 3 clusters Score -1.540347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120136 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -15403469.000000 Penalty: 3804.558838
	Iteration 52Q: 3 clusters Score -1.540347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -15403482.000000 Penalty: 3804.558838
	Iteration 53Q: 3 clusters Score -1.540348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15403480.000000 Penalty: 3804.558838
	Iteration 54Q: 3 clusters Score -1.540348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15403484.000000 Penalty: 3804.558838
	Iteration 55Q: 3 clusters Score -1.540348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15403490.000000 Penalty: 3804.558838
	Iteration 56Q: 3 clusters Score -1.540349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120158 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -15403490.000000 Penalty: 3804.558838
	Iteration 57Q: 3 clusters Score -1.540349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15403488.000000 Penalty: 3804.558838
	Iteration 58Q: 3 clusters Score -1.540349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15403484.000000 Penalty: 3804.558838
	Iteration 59Q: 3 clusters Score -1.540348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15403484.000000 Penalty: 3804.558838
	Iteration 60F: 3 clusters Score -1.540348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Entering Unmasked Estep 
Score: -796125.375000 Penalty: 1437.602539
	Iteration 0F: 2 clusters Score -796125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -790943.875000 Penalty: 2875.205078
	Iteration 0F: 3 clusters Score -790943.9 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -792916.437500 Penalty: 2875.205078
	Iteration 1F: 3 clusters Score -792916.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -793639.750000 Penalty: 2875.205078
	Iteration 2F: 3 clusters Score -793639.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -794406.687500 Penalty: 2875.205078
	Iteration 3F: 3 clusters Score -794406.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -794917.375000 Penalty: 2875.205078
	Iteration 4F: 3 clusters Score -794917.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -795194.812500 Penalty: 2875.205078
	Iteration 5F: 3 clusters Score -795194.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -795332.062500 Penalty: 2875.205078
	Iteration 6Q: 3 clusters Score -795332.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -795414.812500 Penalty: 2875.205078
	Iteration 7Q: 3 clusters Score -795414.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -795463.437500 Penalty: 2875.205078
	Iteration 8Q: 3 clusters Score -795463.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -795501.562500 Penalty: 2875.205078
	Iteration 9Q: 3 clusters Score -795501.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -795538.375000 Penalty: 2875.205078
	Iteration 10Q: 3 clusters Score -795538.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -795568.625000 Penalty: 2875.205078
	Iteration 11Q: 3 clusters Score -795568.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -795602.750000 Penalty: 2875.205078
	Iteration 12Q: 3 clusters Score -795602.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -795634.250000 Penalty: 2875.205078
	Iteration 13Q: 3 clusters Score -795634.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -795666.625000 Penalty: 2875.205078
	Iteration 14Q: 3 clusters Score -795666.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -795692.062500 Penalty: 2875.205078
	Iteration 15Q: 3 clusters Score -795692.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -795712.875000 Penalty: 2875.205078
	Iteration 16Q: 3 clusters Score -795712.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -795729.875000 Penalty: 2875.205078
	Iteration 17Q: 3 clusters Score -795729.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -795748.312500 Penalty: 2875.205078
	Iteration 18Q: 3 clusters Score -795748.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -795754.937500 Penalty: 2875.205078
	Iteration 19Q: 3 clusters Score -795754.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -795760.562500 Penalty: 2875.205078
	Iteration 20F: 3 clusters Score -795760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -795764.312500 Penalty: 2875.205078
	Iteration 21Q: 3 clusters Score -795764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -795767.062500 Penalty: 2875.205078
	Iteration 22Q: 3 clusters Score -795767.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -795769.875000 Penalty: 2875.205078
	Iteration 23Q: 3 clusters Score -795769.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -795776.187500 Penalty: 2875.205078
	Iteration 24Q: 3 clusters Score -795776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -795779.375000 Penalty: 2875.205078
	Iteration 25Q: 3 clusters Score -795779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -795784.000000 Penalty: 2875.205078
	Iteration 26Q: 3 clusters Score -795784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -795785.937500 Penalty: 2875.205078
	Iteration 27Q: 3 clusters Score -795785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -795789.312500 Penalty: 2875.205078
	Iteration 28Q: 3 clusters Score -795789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -795792.687500 Penalty: 2875.205078
	Iteration 29Q: 3 clusters Score -795792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -795794.750000 Penalty: 2875.205078
	Iteration 30Q: 3 clusters Score -795794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -795793.125000 Penalty: 2875.205078
	Iteration 31Q: 3 clusters Score -795793.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -795795.687500 Penalty: 2875.205078
	Iteration 32Q: 3 clusters Score -795795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -795797.000000 Penalty: 2875.205078
	Iteration 33Q: 3 clusters Score -795797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -795797.375000 Penalty: 2875.205078
	Iteration 34Q: 3 clusters Score -795797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -795798.875000 Penalty: 2875.205078
	Iteration 35Q: 3 clusters Score -795798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -795797.687500 Penalty: 2875.205078
	Iteration 36Q: 3 clusters Score -795797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -795798.062500 Penalty: 2875.205078
	Iteration 37Q: 3 clusters Score -795798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -795798.500000 Penalty: 2875.205078
	Iteration 38Q: 3 clusters Score -795798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -795798.500000 Penalty: 2875.205078
	Iteration 39F: 3 clusters Score -795798.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -1083740.500000 Penalty: 1478.944214
	Iteration 0F: 2 clusters Score -1083740 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 4429 members 
Entering Unmasked Estep 
Score: -1077264.125000 Penalty: 2957.888428
	Iteration 0F: 3 clusters Score -1077264 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1079366.750000 Penalty: 2957.888428
	Iteration 1F: 3 clusters Score -1079367 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1079669.750000 Penalty: 2957.888428
	Iteration 2F: 3 clusters Score -1079670 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1079931.125000 Penalty: 2957.888428
	Iteration 3F: 3 clusters Score -1079931 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1080131.250000 Penalty: 2957.888428
	Iteration 4Q: 3 clusters Score -1080131 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1080295.500000 Penalty: 2957.888428
	Iteration 5Q: 3 clusters Score -1080296 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1080441.125000 Penalty: 2957.888428
	Iteration 6Q: 3 clusters Score -1080441 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1080576.125000 Penalty: 2957.888428
	Iteration 7Q: 3 clusters Score -1080576 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1080741.000000 Penalty: 2957.888428
	Iteration 8Q: 3 clusters Score -1080741 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1080932.875000 Penalty: 2957.888428
	Iteration 9Q: 3 clusters Score -1080933 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1081123.375000 Penalty: 2957.888428
	Iteration 10Q: 3 clusters Score -1081123 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1081325.625000 Penalty: 2957.888428
	Iteration 11Q: 3 clusters Score -1081326 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1081532.500000 Penalty: 2957.888428
	Iteration 12Q: 3 clusters Score -1081532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1081680.750000 Penalty: 2957.888428
	Iteration 13Q: 3 clusters Score -1081681 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1081799.500000 Penalty: 2957.888428
	Iteration 14Q: 3 clusters Score -1081800 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1081877.125000 Penalty: 2957.888428
	Iteration 15Q: 3 clusters Score -1081877 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1081936.125000 Penalty: 2957.888428
	Iteration 16Q: 3 clusters Score -1081936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1081984.500000 Penalty: 2957.888428
	Iteration 17Q: 3 clusters Score -1081984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1082017.250000 Penalty: 2957.888428
	Iteration 18Q: 3 clusters Score -1082017 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1082054.250000 Penalty: 2957.888428
	Iteration 19Q: 3 clusters Score -1082054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1082080.000000 Penalty: 2957.888428
	Iteration 20F: 3 clusters Score -1082080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1082106.500000 Penalty: 2957.888428
	Iteration 21Q: 3 clusters Score -1082106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1082141.625000 Penalty: 2957.888428
	Iteration 22Q: 3 clusters Score -1082142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1082166.625000 Penalty: 2957.888428
	Iteration 23Q: 3 clusters Score -1082167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1082183.375000 Penalty: 2957.888428
	Iteration 24Q: 3 clusters Score -1082183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1082201.250000 Penalty: 2957.888428
	Iteration 25Q: 3 clusters Score -1082201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1082222.500000 Penalty: 2957.888428
	Iteration 26Q: 3 clusters Score -1082222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1082245.375000 Penalty: 2957.888428
	Iteration 27Q: 3 clusters Score -1082245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1082260.625000 Penalty: 2957.888428
	Iteration 28Q: 3 clusters Score -1082261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1082272.875000 Penalty: 2957.888428
	Iteration 29Q: 3 clusters Score -1082273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1082290.250000 Penalty: 2957.888428
	Iteration 30Q: 3 clusters Score -1082290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1082315.625000 Penalty: 2957.888428
	Iteration 31Q: 3 clusters Score -1082316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1082341.875000 Penalty: 2957.888428
	Iteration 32Q: 3 clusters Score -1082342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1082358.250000 Penalty: 2957.888428
	Iteration 33Q: 3 clusters Score -1082358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1082371.750000 Penalty: 2957.888428
	Iteration 34Q: 3 clusters Score -1082372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1082381.875000 Penalty: 2957.888428
	Iteration 35Q: 3 clusters Score -1082382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1082393.000000 Penalty: 2957.888428
	Iteration 36Q: 3 clusters Score -1082393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1082407.250000 Penalty: 2957.888428
	Iteration 37Q: 3 clusters Score -1082407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1082422.500000 Penalty: 2957.888428
	Iteration 38Q: 3 clusters Score -1082422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1082447.750000 Penalty: 2957.888428
	Iteration 39Q: 3 clusters Score -1082448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1082476.375000 Penalty: 2957.888428
	Iteration 40F: 3 clusters Score -1082476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1082493.250000 Penalty: 2957.888428
	Iteration 41Q: 3 clusters Score -1082493 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1082512.875000 Penalty: 2957.888428
	Iteration 42Q: 3 clusters Score -1082513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1082527.250000 Penalty: 2957.888428
	Iteration 43Q: 3 clusters Score -1082527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1082541.000000 Penalty: 2957.888428
	Iteration 44Q: 3 clusters Score -1082541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1082557.625000 Penalty: 2957.888428
	Iteration 45Q: 3 clusters Score -1082558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1082568.375000 Penalty: 2957.888428
	Iteration 46Q: 3 clusters Score -1082568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1082575.625000 Penalty: 2957.888428
	Iteration 47Q: 3 clusters Score -1082576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1082579.375000 Penalty: 2957.888428
	Iteration 48Q: 3 clusters Score -1082579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1082585.625000 Penalty: 2957.888428
	Iteration 49Q: 3 clusters Score -1082586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1082590.125000 Penalty: 2957.888428
	Iteration 50Q: 3 clusters Score -1082590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1082591.250000 Penalty: 2957.888428
	Iteration 51Q: 3 clusters Score -1082591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1082593.750000 Penalty: 2957.888428
	Iteration 52Q: 3 clusters Score -1082594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1082599.375000 Penalty: 2957.888428
	Iteration 53Q: 3 clusters Score -1082599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1082602.625000 Penalty: 2957.888428
	Iteration 54Q: 3 clusters Score -1082603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1082605.125000 Penalty: 2957.888428
	Iteration 55Q: 3 clusters Score -1082605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1082605.625000 Penalty: 2957.888428
	Iteration 56Q: 3 clusters Score -1082606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1082606.625000 Penalty: 2957.888428
	Iteration 57Q: 3 clusters Score -1082607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1082608.125000 Penalty: 2957.888428
	Iteration 58Q: 3 clusters Score -1082608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1082611.375000 Penalty: 2957.888428
	Iteration 59Q: 3 clusters Score -1082611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1082608.375000 Penalty: 2957.888428
	Iteration 60F: 3 clusters Score -1082608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1082610.500000 Penalty: 2957.888428
	Iteration 61Q: 3 clusters Score -1082610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1082612.500000 Penalty: 2957.888428
	Iteration 62Q: 3 clusters Score -1082612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1082612.875000 Penalty: 2957.888428
	Iteration 63Q: 3 clusters Score -1082613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1082617.500000 Penalty: 2957.888428
	Iteration 64Q: 3 clusters Score -1082618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1082616.250000 Penalty: 2957.888428
	Iteration 65Q: 3 clusters Score -1082616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1082616.625000 Penalty: 2957.888428
	Iteration 66Q: 3 clusters Score -1082617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1082618.125000 Penalty: 2957.888428
	Iteration 67Q: 3 clusters Score -1082618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1082618.000000 Penalty: 2957.888428
	Iteration 68Q: 3 clusters Score -1082618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1082617.875000 Penalty: 2957.888428
	Iteration 69Q: 3 clusters Score -1082618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1082620.625000 Penalty: 2957.888428
	Iteration 70Q: 3 clusters Score -1082621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1082621.750000 Penalty: 2957.888428
	Iteration 71Q: 3 clusters Score -1082622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1082623.250000 Penalty: 2957.888428
	Iteration 72Q: 3 clusters Score -1082623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1082624.750000 Penalty: 2957.888428
	Iteration 73Q: 3 clusters Score -1082625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1082624.500000 Penalty: 2957.888428
	Iteration 74Q: 3 clusters Score -1082624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1082624.875000 Penalty: 2957.888428
	Iteration 75Q: 3 clusters Score -1082625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1082624.750000 Penalty: 2957.888428
	Iteration 76Q: 3 clusters Score -1082625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1082626.125000 Penalty: 2957.888428
	Iteration 77Q: 3 clusters Score -1082626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1082627.875000 Penalty: 2957.888428
	Iteration 78Q: 3 clusters Score -1082628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1082627.250000 Penalty: 2957.888428
	Iteration 79Q: 3 clusters Score -1082627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1082628.875000 Penalty: 2957.888428
	Iteration 80F: 3 clusters Score -1082629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1082632.500000 Penalty: 2957.888428
	Iteration 81Q: 3 clusters Score -1082632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1082644.625000 Penalty: 2957.888428
	Iteration 82Q: 3 clusters Score -1082645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1082658.000000 Penalty: 2957.888428
	Iteration 83Q: 3 clusters Score -1082658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1082677.000000 Penalty: 2957.888428
	Iteration 84Q: 3 clusters Score -1082677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1082694.375000 Penalty: 2957.888428
	Iteration 85Q: 3 clusters Score -1082694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1082714.750000 Penalty: 2957.888428
	Iteration 86Q: 3 clusters Score -1082715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1082739.125000 Penalty: 2957.888428
	Iteration 87Q: 3 clusters Score -1082739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1082755.000000 Penalty: 2957.888428
	Iteration 88Q: 3 clusters Score -1082755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1082771.375000 Penalty: 2957.888428
	Iteration 89Q: 3 clusters Score -1082771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1082790.000000 Penalty: 2957.888428
	Iteration 90Q: 3 clusters Score -1082790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1082804.250000 Penalty: 2957.888428
	Iteration 91Q: 3 clusters Score -1082804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1082816.000000 Penalty: 2957.888428
	Iteration 92Q: 3 clusters Score -1082816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1082831.000000 Penalty: 2957.888428
	Iteration 93Q: 3 clusters Score -1082831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1082839.500000 Penalty: 2957.888428
	Iteration 94Q: 3 clusters Score -1082840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1082842.250000 Penalty: 2957.888428
	Iteration 95Q: 3 clusters Score -1082842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1082850.375000 Penalty: 2957.888428
	Iteration 96Q: 3 clusters Score -1082850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1082854.375000 Penalty: 2957.888428
	Iteration 97Q: 3 clusters Score -1082854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1082860.875000 Penalty: 2957.888428
	Iteration 98Q: 3 clusters Score -1082861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1082862.000000 Penalty: 2957.888428
	Iteration 99Q: 3 clusters Score -1082862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1082866.375000 Penalty: 2957.888428
	Iteration 100F: 3 clusters Score -1082866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1082871.125000 Penalty: 2957.888428
	Iteration 101Q: 3 clusters Score -1082871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1082874.375000 Penalty: 2957.888428
	Iteration 102Q: 3 clusters Score -1082874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1082877.750000 Penalty: 2957.888428
	Iteration 103Q: 3 clusters Score -1082878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1082881.125000 Penalty: 2957.888428
	Iteration 104Q: 3 clusters Score -1082881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1082887.625000 Penalty: 2957.888428
	Iteration 105Q: 3 clusters Score -1082888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1082891.375000 Penalty: 2957.888428
	Iteration 106Q: 3 clusters Score -1082891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1082895.625000 Penalty: 2957.888428
	Iteration 107Q: 3 clusters Score -1082896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1082896.500000 Penalty: 2957.888428
	Iteration 108Q: 3 clusters Score -1082896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1082897.250000 Penalty: 2957.888428
	Iteration 109Q: 3 clusters Score -1082897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1082898.375000 Penalty: 2957.888428
	Iteration 110Q: 3 clusters Score -1082898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1082898.875000 Penalty: 2957.888428
	Iteration 111Q: 3 clusters Score -1082899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1082902.000000 Penalty: 2957.888428
	Iteration 112Q: 3 clusters Score -1082902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1082902.875000 Penalty: 2957.888428
	Iteration 113Q: 3 clusters Score -1082903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1082905.125000 Penalty: 2957.888428
	Iteration 114Q: 3 clusters Score -1082905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1082906.500000 Penalty: 2957.888428
	Iteration 115Q: 3 clusters Score -1082906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1082908.500000 Penalty: 2957.888428
	Iteration 116Q: 3 clusters Score -1082908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1082912.125000 Penalty: 2957.888428
	Iteration 117Q: 3 clusters Score -1082912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1082912.625000 Penalty: 2957.888428
	Iteration 118Q: 3 clusters Score -1082913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1082912.750000 Penalty: 2957.888428
	Iteration 119Q: 3 clusters Score -1082913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1082915.750000 Penalty: 2957.888428
	Iteration 120F: 3 clusters Score -1082916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1082915.375000 Penalty: 2957.888428
	Iteration 121Q: 3 clusters Score -1082915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1082913.625000 Penalty: 2957.888428
	Iteration 122Q: 3 clusters Score -1082914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1082914.375000 Penalty: 2957.888428
	Iteration 123Q: 3 clusters Score -1082914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1082915.625000 Penalty: 2957.888428
	Iteration 124Q: 3 clusters Score -1082916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1082916.000000 Penalty: 2957.888428
	Iteration 125Q: 3 clusters Score -1082916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1082918.000000 Penalty: 2957.888428
	Iteration 126Q: 3 clusters Score -1082918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1082916.875000 Penalty: 2957.888428
	Iteration 127Q: 3 clusters Score -1082917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1082916.750000 Penalty: 2957.888428
	Iteration 128Q: 3 clusters Score -1082917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1082916.750000 Penalty: 2957.888428
	Iteration 129F: 3 clusters Score -1082917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -155906.234375 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -155906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -154220.015625 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -154220 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154607.687500 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -154607.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154783.218750 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -154783.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -154905.515625 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -154905.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -154991.343750 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -154991.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155048.140625 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -155048.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155106.765625 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -155106.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155155.859375 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -155155.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155219.718750 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -155219.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155306.406250 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -155306.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155398.968750 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -155399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155583.078125 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -155583.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155761.750000 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -155761.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155861.500000 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -155861.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155884.750000 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -155884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155894.812500 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -155894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155902.828125 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -155902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155905.078125 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -155905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155905.531250 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -155905.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155908.218750 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -155908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155910.062500 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -155910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155911.703125 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -155911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -155915.906250 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -155915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155920.250000 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -155920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155925.406250 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -155925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155926.921875 Penalty: 2356.456543
	Iteration 25Q: 3 clusters Score -155926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -155929.640625 Penalty: 2356.456543
	Iteration 26Q: 3 clusters Score -155929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155929.781250 Penalty: 2356.456543
	Iteration 27Q: 3 clusters Score -155929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155929.781250 Penalty: 2356.456543
	Iteration 28F: 3 clusters Score -155929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 540 members 
Entering Unmasked Estep 
Score: -141708208.000000 Penalty: 79403.289062
Splitting cluster 6 changes total score from -141709216.000000 to -141708208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -158300.359375 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -158300.4 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 686 members 
Entering Unmasked Estep 
Score: -156652.828125 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -156652.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157102.062500 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -157102.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157296.000000 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -157296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -157448.250000 Penalty: 2355.763916
	Iteration 3F: 3 clusters Score -157448.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157550.484375 Penalty: 2355.763916
	Iteration 4F: 3 clusters Score -157550.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157652.171875 Penalty: 2355.763916
	Iteration 5Q: 3 clusters Score -157652.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157733.546875 Penalty: 2355.763916
	Iteration 6Q: 3 clusters Score -157733.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -157813.671875 Penalty: 2355.763916
	Iteration 7Q: 3 clusters Score -157813.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157867.140625 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -157867.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157912.281250 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -157912.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157952.125000 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -157952.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157977.078125 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -157977.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157989.046875 Penalty: 2355.763916
	Iteration 12Q: 3 clusters Score -157989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158007.265625 Penalty: 2355.763916
	Iteration 13Q: 3 clusters Score -158007.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158014.781250 Penalty: 2355.763916
	Iteration 14Q: 3 clusters Score -158014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158017.609375 Penalty: 2355.763916
	Iteration 15Q: 3 clusters Score -158017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158019.546875 Penalty: 2355.763916
	Iteration 16Q: 3 clusters Score -158019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158021.468750 Penalty: 2355.763916
	Iteration 17Q: 3 clusters Score -158021.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158024.750000 Penalty: 2355.763916
	Iteration 18Q: 3 clusters Score -158024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -158028.703125 Penalty: 2355.763916
	Iteration 19Q: 3 clusters Score -158028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -158029.500000 Penalty: 2355.763916
	Iteration 20F: 3 clusters Score -158029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -158030.234375 Penalty: 2355.763916
	Iteration 21Q: 3 clusters Score -158030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -158031.187500 Penalty: 2355.763916
	Iteration 22Q: 3 clusters Score -158031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -158031.843750 Penalty: 2355.763916
	Iteration 23Q: 3 clusters Score -158031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158032.859375 Penalty: 2355.763916
	Iteration 24Q: 3 clusters Score -158032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -158032.875000 Penalty: 2355.763916
	Iteration 25Q: 3 clusters Score -158032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -158032.875000 Penalty: 2355.763916
	Iteration 26F: 3 clusters Score -158032.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1285651.000000 Penalty: 1503.646362
	Iteration 0F: 2 clusters Score -1285651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1278125.875000 Penalty: 3007.292725
	Iteration 0F: 3 clusters Score -1278126 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1280537.750000 Penalty: 3007.292725
	Iteration 1F: 3 clusters Score -1280538 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1280831.000000 Penalty: 3007.292725
	Iteration 2F: 3 clusters Score -1280831 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1281109.750000 Penalty: 3007.292725
	Iteration 3F: 3 clusters Score -1281110 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1281466.625000 Penalty: 3007.292725
	Iteration 4Q: 3 clusters Score -1281467 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1281883.750000 Penalty: 3007.292725
	Iteration 5F: 3 clusters Score -1281884 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1282324.750000 Penalty: 3007.292725
	Iteration 6F: 3 clusters Score -1282325 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1282733.625000 Penalty: 3007.292725
	Iteration 7F: 3 clusters Score -1282734 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1283113.000000 Penalty: 3007.292725
	Iteration 8F: 3 clusters Score -1283113 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1283466.375000 Penalty: 3007.292725
	Iteration 9F: 3 clusters Score -1283466 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1283759.375000 Penalty: 3007.292725
	Iteration 10Q: 3 clusters Score -1283759 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1284038.250000 Penalty: 3007.292725
	Iteration 11Q: 3 clusters Score -1284038 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1284265.375000 Penalty: 3007.292725
	Iteration 12Q: 3 clusters Score -1284265 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1284476.500000 Penalty: 3007.292725
	Iteration 13Q: 3 clusters Score -1284476 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1284623.250000 Penalty: 3007.292725
	Iteration 14Q: 3 clusters Score -1284623 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1284724.875000 Penalty: 3007.292725
	Iteration 15Q: 3 clusters Score -1284725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1284783.375000 Penalty: 3007.292725
	Iteration 16Q: 3 clusters Score -1284783 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1284836.875000 Penalty: 3007.292725
	Iteration 17Q: 3 clusters Score -1284837 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1284878.750000 Penalty: 3007.292725
	Iteration 18Q: 3 clusters Score -1284879 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1284917.500000 Penalty: 3007.292725
	Iteration 19Q: 3 clusters Score -1284918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1284965.500000 Penalty: 3007.292725
	Iteration 20F: 3 clusters Score -1284966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1285006.000000 Penalty: 3007.292725
	Iteration 21Q: 3 clusters Score -1285006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1285041.375000 Penalty: 3007.292725
	Iteration 22Q: 3 clusters Score -1285041 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1285066.250000 Penalty: 3007.292725
	Iteration 23Q: 3 clusters Score -1285066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1285087.375000 Penalty: 3007.292725
	Iteration 24Q: 3 clusters Score -1285087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1285102.375000 Penalty: 3007.292725
	Iteration 25Q: 3 clusters Score -1285102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1285110.625000 Penalty: 3007.292725
	Iteration 26Q: 3 clusters Score -1285111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1285124.250000 Penalty: 3007.292725
	Iteration 27Q: 3 clusters Score -1285124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1285128.375000 Penalty: 3007.292725
	Iteration 28Q: 3 clusters Score -1285128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1285130.125000 Penalty: 3007.292725
	Iteration 29Q: 3 clusters Score -1285130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1285132.750000 Penalty: 3007.292725
	Iteration 30Q: 3 clusters Score -1285133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1285134.500000 Penalty: 3007.292725
	Iteration 31Q: 3 clusters Score -1285134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1285138.750000 Penalty: 3007.292725
	Iteration 32Q: 3 clusters Score -1285139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1285144.125000 Penalty: 3007.292725
	Iteration 33Q: 3 clusters Score -1285144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1285145.250000 Penalty: 3007.292725
	Iteration 34Q: 3 clusters Score -1285145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1285148.875000 Penalty: 3007.292725
	Iteration 35Q: 3 clusters Score -1285149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1285152.125000 Penalty: 3007.292725
	Iteration 36Q: 3 clusters Score -1285152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1285156.500000 Penalty: 3007.292725
	Iteration 37Q: 3 clusters Score -1285156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1285156.750000 Penalty: 3007.292725
	Iteration 38Q: 3 clusters Score -1285157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1285159.000000 Penalty: 3007.292725
	Iteration 39Q: 3 clusters Score -1285159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1285162.875000 Penalty: 3007.292725
	Iteration 40F: 3 clusters Score -1285163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1285162.750000 Penalty: 3007.292725
	Iteration 41Q: 3 clusters Score -1285163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1285162.000000 Penalty: 3007.292725
	Iteration 42Q: 3 clusters Score -1285162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1285164.125000 Penalty: 3007.292725
	Iteration 43Q: 3 clusters Score -1285164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1285163.000000 Penalty: 3007.292725
	Iteration 44Q: 3 clusters Score -1285163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1285165.375000 Penalty: 3007.292725
	Iteration 45Q: 3 clusters Score -1285165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1285165.625000 Penalty: 3007.292725
	Iteration 46Q: 3 clusters Score -1285166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1285165.125000 Penalty: 3007.292725
	Iteration 47Q: 3 clusters Score -1285165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1285165.625000 Penalty: 3007.292725
	Iteration 48Q: 3 clusters Score -1285166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1285168.125000 Penalty: 3007.292725
	Iteration 49Q: 3 clusters Score -1285168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1285168.875000 Penalty: 3007.292725
	Iteration 50Q: 3 clusters Score -1285169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1285170.625000 Penalty: 3007.292725
	Iteration 51Q: 3 clusters Score -1285171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1285172.750000 Penalty: 3007.292725
	Iteration 52Q: 3 clusters Score -1285173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1285172.875000 Penalty: 3007.292725
	Iteration 53Q: 3 clusters Score -1285173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1285171.375000 Penalty: 3007.292725
	Iteration 54Q: 3 clusters Score -1285171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1285173.625000 Penalty: 3007.292725
	Iteration 55Q: 3 clusters Score -1285174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1285173.625000 Penalty: 3007.292725
	Iteration 56F: 3 clusters Score -1285174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Entering Unmasked Estep 
Score: -1693975.875000 Penalty: 1549.077759
	Iteration 0F: 2 clusters Score -1693976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1684367.625000 Penalty: 3098.155518
	Iteration 0F: 3 clusters Score -1684368 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1687619.250000 Penalty: 3098.155518
	Iteration 1F: 3 clusters Score -1687619 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1687900.125000 Penalty: 3098.155518
	Iteration 2F: 3 clusters Score -1687900 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1688138.875000 Penalty: 3098.155518
	Iteration 3Q: 3 clusters Score -1688139 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1688417.500000 Penalty: 3098.155518
	Iteration 4Q: 3 clusters Score -1688418 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1688736.375000 Penalty: 3098.155518
	Iteration 5Q: 3 clusters Score -1688736 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1689125.375000 Penalty: 3098.155518
	Iteration 6Q: 3 clusters Score -1689125 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1689501.125000 Penalty: 3098.155518
	Iteration 7Q: 3 clusters Score -1689501 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1689869.125000 Penalty: 3098.155518
	Iteration 8Q: 3 clusters Score -1689869 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1690245.500000 Penalty: 3098.155518
	Iteration 9Q: 3 clusters Score -1690246 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1690528.000000 Penalty: 3098.155518
	Iteration 10Q: 3 clusters Score -1690528 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1690745.625000 Penalty: 3098.155518
	Iteration 11Q: 3 clusters Score -1690746 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1690933.625000 Penalty: 3098.155518
	Iteration 12Q: 3 clusters Score -1690934 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1691144.500000 Penalty: 3098.155518
	Iteration 13Q: 3 clusters Score -1691144 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1691327.500000 Penalty: 3098.155518
	Iteration 14Q: 3 clusters Score -1691328 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1691548.625000 Penalty: 3098.155518
	Iteration 15Q: 3 clusters Score -1691549 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1691782.375000 Penalty: 3098.155518
	Iteration 16Q: 3 clusters Score -1691782 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1691979.625000 Penalty: 3098.155518
	Iteration 17Q: 3 clusters Score -1691980 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1692156.375000 Penalty: 3098.155518
	Iteration 18Q: 3 clusters Score -1692156 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1692282.250000 Penalty: 3098.155518
	Iteration 19Q: 3 clusters Score -1692282 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1692376.625000 Penalty: 3098.155518
	Iteration 20F: 3 clusters Score -1692377 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1692483.500000 Penalty: 3098.155518
	Iteration 21Q: 3 clusters Score -1692484 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1692559.750000 Penalty: 3098.155518
	Iteration 22Q: 3 clusters Score -1692560 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1692610.875000 Penalty: 3098.155518
	Iteration 23Q: 3 clusters Score -1692611 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1692660.750000 Penalty: 3098.155518
	Iteration 24Q: 3 clusters Score -1692661 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1692714.375000 Penalty: 3098.155518
	Iteration 25Q: 3 clusters Score -1692714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1692767.000000 Penalty: 3098.155518
	Iteration 26Q: 3 clusters Score -1692767 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1692828.125000 Penalty: 3098.155518
	Iteration 27Q: 3 clusters Score -1692828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1692874.250000 Penalty: 3098.155518
	Iteration 28Q: 3 clusters Score -1692874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1692912.375000 Penalty: 3098.155518
	Iteration 29Q: 3 clusters Score -1692912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1692956.875000 Penalty: 3098.155518
	Iteration 30Q: 3 clusters Score -1692957 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1692995.125000 Penalty: 3098.155518
	Iteration 31Q: 3 clusters Score -1692995 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1693035.625000 Penalty: 3098.155518
	Iteration 32Q: 3 clusters Score -1693036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1693089.875000 Penalty: 3098.155518
	Iteration 33Q: 3 clusters Score -1693090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1693138.000000 Penalty: 3098.155518
	Iteration 34Q: 3 clusters Score -1693138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1693175.125000 Penalty: 3098.155518
	Iteration 35Q: 3 clusters Score -1693175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1693194.125000 Penalty: 3098.155518
	Iteration 36Q: 3 clusters Score -1693194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1693207.875000 Penalty: 3098.155518
	Iteration 37Q: 3 clusters Score -1693208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1693226.375000 Penalty: 3098.155518
	Iteration 38Q: 3 clusters Score -1693226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1693236.500000 Penalty: 3098.155518
	Iteration 39Q: 3 clusters Score -1693236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1693247.000000 Penalty: 3098.155518
	Iteration 40F: 3 clusters Score -1693247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1693264.750000 Penalty: 3098.155518
	Iteration 41Q: 3 clusters Score -1693265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1693273.500000 Penalty: 3098.155518
	Iteration 42Q: 3 clusters Score -1693274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1693279.125000 Penalty: 3098.155518
	Iteration 43Q: 3 clusters Score -1693279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1693285.875000 Penalty: 3098.155518
	Iteration 44Q: 3 clusters Score -1693286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1693288.250000 Penalty: 3098.155518
	Iteration 45Q: 3 clusters Score -1693288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1693289.875000 Penalty: 3098.155518
	Iteration 46Q: 3 clusters Score -1693290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1693292.750000 Penalty: 3098.155518
	Iteration 47Q: 3 clusters Score -1693293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1693301.500000 Penalty: 3098.155518
	Iteration 48Q: 3 clusters Score -1693302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1693306.500000 Penalty: 3098.155518
	Iteration 49Q: 3 clusters Score -1693306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1693311.000000 Penalty: 3098.155518
	Iteration 50Q: 3 clusters Score -1693311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1693309.250000 Penalty: 3098.155518
	Iteration 51Q: 3 clusters Score -1693309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1693311.750000 Penalty: 3098.155518
	Iteration 52Q: 3 clusters Score -1693312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1693311.500000 Penalty: 3098.155518
	Iteration 53Q: 3 clusters Score -1693312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1693316.250000 Penalty: 3098.155518
	Iteration 54Q: 3 clusters Score -1693316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1693317.750000 Penalty: 3098.155518
	Iteration 55Q: 3 clusters Score -1693318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1693317.750000 Penalty: 3098.155518
	Iteration 56Q: 3 clusters Score -1693318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1693320.625000 Penalty: 3098.155518
	Iteration 57Q: 3 clusters Score -1693321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1693323.625000 Penalty: 3098.155518
	Iteration 58Q: 3 clusters Score -1693324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1693322.375000 Penalty: 3098.155518
	Iteration 59Q: 3 clusters Score -1693322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1693322.125000 Penalty: 3098.155518
	Iteration 60F: 3 clusters Score -1693322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1693322.250000 Penalty: 3098.155518
	Iteration 61Q: 3 clusters Score -1693322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1693322.250000 Penalty: 3098.155518
	Iteration 62F: 3 clusters Score -1693322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124438 members 
Entering Unmasked Estep 
Score: -15699270.000000 Penalty: 1906.378906
	Iteration 0F: 2 clusters Score -1.569927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -15621090.000000 Penalty: 3812.757812
	Iteration 0F: 3 clusters Score -1.562109e+07 nChanged 59739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -15655802.000000 Penalty: 3812.757812
	Iteration 1F: 3 clusters Score -1.56558e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -15656596.000000 Penalty: 3812.757812
	Iteration 2Q: 3 clusters Score -1.56566e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -15657401.000000 Penalty: 3812.757812
	Iteration 3Q: 3 clusters Score -1.56574e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -15658242.000000 Penalty: 3812.757812
	Iteration 4Q: 3 clusters Score -1.565824e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -15659638.000000 Penalty: 3812.757812
	Iteration 5Q: 3 clusters Score -1.565964e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -15661575.000000 Penalty: 3812.757812
	Iteration 6Q: 3 clusters Score -1.566158e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -15664348.000000 Penalty: 3812.757812
	Iteration 7Q: 3 clusters Score -1.566435e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -15668727.000000 Penalty: 3812.757812
	Iteration 8F: 3 clusters Score -1.566873e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -15674359.000000 Penalty: 3812.757812
	Iteration 9F: 3 clusters Score -1.567436e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -15679102.000000 Penalty: 3812.757812
	Iteration 10F: 3 clusters Score -1.56791e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -15681163.000000 Penalty: 3812.757812
	Iteration 11Q: 3 clusters Score -1.568116e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -15681795.000000 Penalty: 3812.757812
	Iteration 12Q: 3 clusters Score -1.56818e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -15682010.000000 Penalty: 3812.757812
	Iteration 13Q: 3 clusters Score -1.568201e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -15682116.000000 Penalty: 3812.757812
	Iteration 14Q: 3 clusters Score -1.568212e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -15682206.000000 Penalty: 3812.757812
	Iteration 15Q: 3 clusters Score -1.568221e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -15682317.000000 Penalty: 3812.757812
	Iteration 16Q: 3 clusters Score -1.568232e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -15682370.000000 Penalty: 3812.757812
	Iteration 17Q: 3 clusters Score -1.568237e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -15682431.000000 Penalty: 3812.757812
	Iteration 18Q: 3 clusters Score -1.568243e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -15682490.000000 Penalty: 3812.757812
	Iteration 19Q: 3 clusters Score -1.568249e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -15682690.000000 Penalty: 3812.757812
	Iteration 20F: 3 clusters Score -1.568269e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -15682796.000000 Penalty: 3812.757812
	Iteration 21Q: 3 clusters Score -1.56828e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -15682933.000000 Penalty: 3812.757812
	Iteration 22Q: 3 clusters Score -1.568293e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -15683022.000000 Penalty: 3812.757812
	Iteration 23Q: 3 clusters Score -1.568302e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -15683246.000000 Penalty: 3812.757812
	Iteration 24Q: 3 clusters Score -1.568325e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -15683526.000000 Penalty: 3812.757812
	Iteration 25Q: 3 clusters Score -1.568353e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -15683729.000000 Penalty: 3812.757812
	Iteration 26Q: 3 clusters Score -1.568373e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -15683944.000000 Penalty: 3812.757812
	Iteration 27Q: 3 clusters Score -1.568394e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -15684325.000000 Penalty: 3812.757812
	Iteration 28Q: 3 clusters Score -1.568432e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -15684601.000000 Penalty: 3812.757812
	Iteration 29Q: 3 clusters Score -1.56846e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -15684977.000000 Penalty: 3812.757812
	Iteration 30Q: 3 clusters Score -1.568498e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -15685476.000000 Penalty: 3812.757812
	Iteration 31Q: 3 clusters Score -1.568548e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -15685936.000000 Penalty: 3812.757812
	Iteration 32Q: 3 clusters Score -1.568594e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -15686548.000000 Penalty: 3812.757812
	Iteration 33Q: 3 clusters Score -1.568655e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -15687229.000000 Penalty: 3812.757812
	Iteration 34Q: 3 clusters Score -1.568723e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -15687904.000000 Penalty: 3812.757812
	Iteration 35Q: 3 clusters Score -1.56879e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -15688649.000000 Penalty: 3812.757812
	Iteration 36Q: 3 clusters Score -1.568865e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -15689392.000000 Penalty: 3812.757812
	Iteration 37Q: 3 clusters Score -1.568939e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -15690068.000000 Penalty: 3812.757812
	Iteration 38Q: 3 clusters Score -1.569007e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -15690761.000000 Penalty: 3812.757812
	Iteration 39Q: 3 clusters Score -1.569076e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -15691414.000000 Penalty: 3812.757812
	Iteration 40F: 3 clusters Score -1.569141e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -15691967.000000 Penalty: 3812.757812
	Iteration 41Q: 3 clusters Score -1.569197e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -15692498.000000 Penalty: 3812.757812
	Iteration 42Q: 3 clusters Score -1.56925e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -15692990.000000 Penalty: 3812.757812
	Iteration 43Q: 3 clusters Score -1.569299e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -15693534.000000 Penalty: 3812.757812
	Iteration 44Q: 3 clusters Score -1.569353e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -15694089.000000 Penalty: 3812.757812
	Iteration 45Q: 3 clusters Score -1.569409e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -15694467.000000 Penalty: 3812.757812
	Iteration 46Q: 3 clusters Score -1.569447e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -15694955.000000 Penalty: 3812.757812
	Iteration 47Q: 3 clusters Score -1.569496e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -15695304.000000 Penalty: 3812.757812
	Iteration 48Q: 3 clusters Score -1.56953e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -15695571.000000 Penalty: 3812.757812
	Iteration 49Q: 3 clusters Score -1.569557e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -15695859.000000 Penalty: 3812.757812
	Iteration 50Q: 3 clusters Score -1.569586e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -15696072.000000 Penalty: 3812.757812
	Iteration 51Q: 3 clusters Score -1.569607e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -15696295.000000 Penalty: 3812.757812
	Iteration 52Q: 3 clusters Score -1.56963e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -15696509.000000 Penalty: 3812.757812
	Iteration 53Q: 3 clusters Score -1.569651e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -15696590.000000 Penalty: 3812.757812
	Iteration 54Q: 3 clusters Score -1.569659e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108286 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -15696679.000000 Penalty: 3812.757812
	Iteration 55Q: 3 clusters Score -1.569668e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109116 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -15696801.000000 Penalty: 3812.757812
	Iteration 56Q: 3 clusters Score -1.56968e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -15696919.000000 Penalty: 3812.757812
	Iteration 57Q: 3 clusters Score -1.569692e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -15697030.000000 Penalty: 3812.757812
	Iteration 58Q: 3 clusters Score -1.569703e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -15697144.000000 Penalty: 3812.757812
	Iteration 59Q: 3 clusters Score -1.569714e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -15697270.000000 Penalty: 3812.757812
	Iteration 60F: 3 clusters Score -1.569727e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -15697325.000000 Penalty: 3812.757812
	Iteration 61Q: 3 clusters Score -1.569732e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -15697452.000000 Penalty: 3812.757812
	Iteration 62Q: 3 clusters Score -1.569745e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -15697503.000000 Penalty: 3812.757812
	Iteration 63Q: 3 clusters Score -1.56975e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -15697551.000000 Penalty: 3812.757812
	Iteration 64Q: 3 clusters Score -1.569755e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -15697474.000000 Penalty: 3812.757812
	Iteration 65Q: 3 clusters Score -1.569747e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117643 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -15697497.000000 Penalty: 3812.757812
	Iteration 66Q: 3 clusters Score -1.56975e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -15697578.000000 Penalty: 3812.757812
	Iteration 67Q: 3 clusters Score -1.569758e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -15697685.000000 Penalty: 3812.757812
	Iteration 68Q: 3 clusters Score -1.569768e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119812 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -15697585.000000 Penalty: 3812.757812
	Iteration 69Q: 3 clusters Score -1.569758e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120396 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -15697616.000000 Penalty: 3812.757812
	Iteration 70Q: 3 clusters Score -1.569762e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120899 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -15697582.000000 Penalty: 3812.757812
	Iteration 71Q: 3 clusters Score -1.569758e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -15697569.000000 Penalty: 3812.757812
	Iteration 72Q: 3 clusters Score -1.569757e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121794 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -15697619.000000 Penalty: 3812.757812
	Iteration 73Q: 3 clusters Score -1.569762e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -15697572.000000 Penalty: 3812.757812
	Iteration 74Q: 3 clusters Score -1.569757e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15697583.000000 Penalty: 3812.757812
	Iteration 75Q: 3 clusters Score -1.569758e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122744 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15697644.000000 Penalty: 3812.757812
	Iteration 76Q: 3 clusters Score -1.569764e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15697662.000000 Penalty: 3812.757812
	Iteration 77Q: 3 clusters Score -1.569766e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15697692.000000 Penalty: 3812.757812
	Iteration 78Q: 3 clusters Score -1.569769e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15697705.000000 Penalty: 3812.757812
	Iteration 79Q: 3 clusters Score -1.56977e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123358 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15697722.000000 Penalty: 3812.757812
	Iteration 80F: 3 clusters Score -1.569772e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -15697732.000000 Penalty: 3812.757812
	Iteration 81Q: 3 clusters Score -1.569773e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123517 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15697775.000000 Penalty: 3812.757812
	Iteration 82Q: 3 clusters Score -1.569778e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15697773.000000 Penalty: 3812.757812
	Iteration 83Q: 3 clusters Score -1.569777e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -15697771.000000 Penalty: 3812.757812
	Iteration 84Q: 3 clusters Score -1.569777e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15697783.000000 Penalty: 3812.757812
	Iteration 85Q: 3 clusters Score -1.569778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123711 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -15697768.000000 Penalty: 3812.757812
	Iteration 86Q: 3 clusters Score -1.569777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123739 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15697769.000000 Penalty: 3812.757812
	Iteration 87Q: 3 clusters Score -1.569777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15697763.000000 Penalty: 3812.757812
	Iteration 88Q: 3 clusters Score -1.569776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123777 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15697787.000000 Penalty: 3812.757812
	Iteration 89Q: 3 clusters Score -1.569779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15697803.000000 Penalty: 3812.757812
	Iteration 90Q: 3 clusters Score -1.56978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15697798.000000 Penalty: 3812.757812
	Iteration 91Q: 3 clusters Score -1.56978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15697803.000000 Penalty: 3812.757812
	Iteration 92Q: 3 clusters Score -1.56978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -15697798.000000 Penalty: 3812.757812
	Iteration 93Q: 3 clusters Score -1.56978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -15697803.000000 Penalty: 3812.757812
	Iteration 94Q: 3 clusters Score -1.56978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123826 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15697810.000000 Penalty: 3812.757812
	Iteration 95Q: 3 clusters Score -1.569781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15697813.000000 Penalty: 3812.757812
	Iteration 96Q: 3 clusters Score -1.569781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15697816.000000 Penalty: 3812.757812
	Iteration 97Q: 3 clusters Score -1.569782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15697816.000000 Penalty: 3812.757812
	Iteration 98Q: 3 clusters Score -1.569782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123844 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -15697812.000000 Penalty: 3812.757812
	Iteration 99Q: 3 clusters Score -1.569781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15697811.000000 Penalty: 3812.757812
	Iteration 100F: 3 clusters Score -1.569781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15697820.000000 Penalty: 3812.757812
	Iteration 101Q: 3 clusters Score -1.569782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15697820.000000 Penalty: 3812.757812
	Iteration 102F: 3 clusters Score -1.569782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -69374.859375 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -69374.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68279.898438 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -68279.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68842.257812 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -68842.26 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69289.140625 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -69289.14 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69555.679688 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -69555.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69713.968750 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -69713.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69793.085938 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -69793.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69875.632812 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -69875.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69930.570312 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -69930.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69952.718750 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -69952.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69959.593750 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -69959.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69959.679688 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -69959.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69959.984375 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -69959.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69963.484375 Penalty: 2153.683105
	Iteration 12F: 3 clusters Score -69963.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69967.468750 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -69967.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69967.648438 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -69967.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69967.648438 Penalty: 2153.683105
	Iteration 15F: 3 clusters Score -69967.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 263 members 
Entering Unmasked Estep 
Score: -141708288.000000 Penalty: 79403.289062
Splitting cluster 11 changes total score from -141709216.000000 to -141708288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (104992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Entering Unmasked Estep 
Score: -12994849.000000 Penalty: 1878.766479
	Iteration 0F: 2 clusters Score -1.299485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -12926885.000000 Penalty: 3757.532959
	Iteration 0F: 3 clusters Score -1.292688e+07 nChanged 50157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -12955457.000000 Penalty: 3757.532959
	Iteration 1F: 3 clusters Score -1.295546e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -12956508.000000 Penalty: 3757.532959
	Iteration 2Q: 3 clusters Score -1.295651e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -12957799.000000 Penalty: 3757.532959
	Iteration 3Q: 3 clusters Score -1.29578e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -12959533.000000 Penalty: 3757.532959
	Iteration 4Q: 3 clusters Score -1.295953e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -12961696.000000 Penalty: 3757.532959
	Iteration 5Q: 3 clusters Score -1.29617e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -12964353.000000 Penalty: 3757.532959
	Iteration 6F: 3 clusters Score -1.296435e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -12967551.000000 Penalty: 3757.532959
	Iteration 7F: 3 clusters Score -1.296755e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -12970767.000000 Penalty: 3757.532959
	Iteration 8F: 3 clusters Score -1.297077e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -12974204.000000 Penalty: 3757.532959
	Iteration 9F: 3 clusters Score -1.29742e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -12977096.000000 Penalty: 3757.532959
	Iteration 10Q: 3 clusters Score -1.29771e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -12979232.000000 Penalty: 3757.532959
	Iteration 11Q: 3 clusters Score -1.297923e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -12980601.000000 Penalty: 3757.532959
	Iteration 12Q: 3 clusters Score -1.29806e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -12981657.000000 Penalty: 3757.532959
	Iteration 13Q: 3 clusters Score -1.298166e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -12982560.000000 Penalty: 3757.532959
	Iteration 14Q: 3 clusters Score -1.298256e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -12983425.000000 Penalty: 3757.532959
	Iteration 15Q: 3 clusters Score -1.298342e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -12984372.000000 Penalty: 3757.532959
	Iteration 16Q: 3 clusters Score -1.298437e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -12985346.000000 Penalty: 3757.532959
	Iteration 17Q: 3 clusters Score -1.298535e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -12986399.000000 Penalty: 3757.532959
	Iteration 18Q: 3 clusters Score -1.29864e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -12987567.000000 Penalty: 3757.532959
	Iteration 19Q: 3 clusters Score -1.298757e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -12988689.000000 Penalty: 3757.532959
	Iteration 20F: 3 clusters Score -1.298869e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -12989786.000000 Penalty: 3757.532959
	Iteration 21Q: 3 clusters Score -1.298979e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -12990684.000000 Penalty: 3757.532959
	Iteration 22Q: 3 clusters Score -1.299068e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -12991349.000000 Penalty: 3757.532959
	Iteration 23Q: 3 clusters Score -1.299135e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -12991871.000000 Penalty: 3757.532959
	Iteration 24Q: 3 clusters Score -1.299187e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -12992296.000000 Penalty: 3757.532959
	Iteration 25Q: 3 clusters Score -1.29923e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -12992483.000000 Penalty: 3757.532959
	Iteration 26Q: 3 clusters Score -1.299248e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -12992668.000000 Penalty: 3757.532959
	Iteration 27Q: 3 clusters Score -1.299267e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -12992835.000000 Penalty: 3757.532959
	Iteration 28Q: 3 clusters Score -1.299284e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -12992995.000000 Penalty: 3757.532959
	Iteration 29Q: 3 clusters Score -1.2993e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -12993162.000000 Penalty: 3757.532959
	Iteration 30Q: 3 clusters Score -1.299316e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -12993329.000000 Penalty: 3757.532959
	Iteration 31Q: 3 clusters Score -1.299333e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -12993477.000000 Penalty: 3757.532959
	Iteration 32Q: 3 clusters Score -1.299348e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -12993622.000000 Penalty: 3757.532959
	Iteration 33Q: 3 clusters Score -1.299362e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -12993773.000000 Penalty: 3757.532959
	Iteration 34Q: 3 clusters Score -1.299377e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -12993961.000000 Penalty: 3757.532959
	Iteration 35Q: 3 clusters Score -1.299396e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -12994102.000000 Penalty: 3757.532959
	Iteration 36Q: 3 clusters Score -1.29941e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -12994298.000000 Penalty: 3757.532959
	Iteration 37Q: 3 clusters Score -1.29943e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -12994433.000000 Penalty: 3757.532959
	Iteration 38Q: 3 clusters Score -1.299443e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -12994516.000000 Penalty: 3757.532959
	Iteration 39Q: 3 clusters Score -1.299452e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -12994584.000000 Penalty: 3757.532959
	Iteration 40F: 3 clusters Score -1.299458e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94477 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -12994621.000000 Penalty: 3757.532959
	Iteration 41Q: 3 clusters Score -1.299462e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -12994605.000000 Penalty: 3757.532959
	Iteration 42Q: 3 clusters Score -1.29946e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -12994613.000000 Penalty: 3757.532959
	Iteration 43Q: 3 clusters Score -1.299461e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -12994585.000000 Penalty: 3757.532959
	Iteration 44Q: 3 clusters Score -1.299458e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -12994605.000000 Penalty: 3757.532959
	Iteration 45Q: 3 clusters Score -1.29946e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -12994613.000000 Penalty: 3757.532959
	Iteration 46Q: 3 clusters Score -1.299461e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -12994629.000000 Penalty: 3757.532959
	Iteration 47Q: 3 clusters Score -1.299463e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -12994617.000000 Penalty: 3757.532959
	Iteration 48Q: 3 clusters Score -1.299462e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -12994624.000000 Penalty: 3757.532959
	Iteration 49Q: 3 clusters Score -1.299462e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -12994640.000000 Penalty: 3757.532959
	Iteration 50Q: 3 clusters Score -1.299464e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -12994654.000000 Penalty: 3757.532959
	Iteration 51Q: 3 clusters Score -1.299465e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -12994621.000000 Penalty: 3757.532959
	Iteration 52Q: 3 clusters Score -1.299462e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -12994629.000000 Penalty: 3757.532959
	Iteration 53Q: 3 clusters Score -1.299463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -12994633.000000 Penalty: 3757.532959
	Iteration 54Q: 3 clusters Score -1.299463e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -12994629.000000 Penalty: 3757.532959
	Iteration 55Q: 3 clusters Score -1.299463e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -12994633.000000 Penalty: 3757.532959
	Iteration 56Q: 3 clusters Score -1.299463e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -12994645.000000 Penalty: 3757.532959
	Iteration 57Q: 3 clusters Score -1.299464e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -12994667.000000 Penalty: 3757.532959
	Iteration 58Q: 3 clusters Score -1.299467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -12994670.000000 Penalty: 3757.532959
	Iteration 59Q: 3 clusters Score -1.299467e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -12994676.000000 Penalty: 3757.532959
	Iteration 60F: 3 clusters Score -1.299468e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -12994679.000000 Penalty: 3757.532959
	Iteration 61Q: 3 clusters Score -1.299468e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -12994694.000000 Penalty: 3757.532959
	Iteration 62Q: 3 clusters Score -1.299469e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -12994697.000000 Penalty: 3757.532959
	Iteration 63Q: 3 clusters Score -1.29947e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96822 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -12994681.000000 Penalty: 3757.532959
	Iteration 64Q: 3 clusters Score -1.299468e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -12994689.000000 Penalty: 3757.532959
	Iteration 65Q: 3 clusters Score -1.299469e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -12994686.000000 Penalty: 3757.532959
	Iteration 66Q: 3 clusters Score -1.299469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -12994682.000000 Penalty: 3757.532959
	Iteration 67Q: 3 clusters Score -1.299468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -12994676.000000 Penalty: 3757.532959
	Iteration 68Q: 3 clusters Score -1.299468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -12994680.000000 Penalty: 3757.532959
	Iteration 69Q: 3 clusters Score -1.299468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -12994691.000000 Penalty: 3757.532959
	Iteration 70Q: 3 clusters Score -1.299469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -12994685.000000 Penalty: 3757.532959
	Iteration 71Q: 3 clusters Score -1.299468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97082 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -12994707.000000 Penalty: 3757.532959
	Iteration 72Q: 3 clusters Score -1.299471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -12994709.000000 Penalty: 3757.532959
	Iteration 73Q: 3 clusters Score -1.299471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -12994703.000000 Penalty: 3757.532959
	Iteration 74Q: 3 clusters Score -1.29947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -12994695.000000 Penalty: 3757.532959
	Iteration 75Q: 3 clusters Score -1.29947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -12994703.000000 Penalty: 3757.532959
	Iteration 76Q: 3 clusters Score -1.29947e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97214 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -12994695.000000 Penalty: 3757.532959
	Iteration 77Q: 3 clusters Score -1.29947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -12994706.000000 Penalty: 3757.532959
	Iteration 78Q: 3 clusters Score -1.299471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -12994696.000000 Penalty: 3757.532959
	Iteration 79Q: 3 clusters Score -1.29947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -12994695.000000 Penalty: 3757.532959
	Iteration 80F: 3 clusters Score -1.29947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -12994702.000000 Penalty: 3757.532959
	Iteration 81Q: 3 clusters Score -1.29947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -12994695.000000 Penalty: 3757.532959
	Iteration 82Q: 3 clusters Score -1.29947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -12994697.000000 Penalty: 3757.532959
	Iteration 83Q: 3 clusters Score -1.29947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -12994704.000000 Penalty: 3757.532959
	Iteration 84Q: 3 clusters Score -1.29947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -12994705.000000 Penalty: 3757.532959
	Iteration 85Q: 3 clusters Score -1.29947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97325 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -12994702.000000 Penalty: 3757.532959
	Iteration 86Q: 3 clusters Score -1.29947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -12994699.000000 Penalty: 3757.532959
	Iteration 87Q: 3 clusters Score -1.29947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -12994696.000000 Penalty: 3757.532959
	Iteration 88Q: 3 clusters Score -1.29947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -12994712.000000 Penalty: 3757.532959
	Iteration 89Q: 3 clusters Score -1.299471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -12994710.000000 Penalty: 3757.532959
	Iteration 90Q: 3 clusters Score -1.299471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -12994705.000000 Penalty: 3757.532959
	Iteration 91Q: 3 clusters Score -1.29947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97399 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -12994716.000000 Penalty: 3757.532959
	Iteration 92Q: 3 clusters Score -1.299472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -12994705.000000 Penalty: 3757.532959
	Iteration 93Q: 3 clusters Score -1.29947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -12994681.000000 Penalty: 3757.532959
	Iteration 94Q: 3 clusters Score -1.299468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -12994677.000000 Penalty: 3757.532959
	Iteration 95Q: 3 clusters Score -1.299468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -12994662.000000 Penalty: 3757.532959
	Iteration 96Q: 3 clusters Score -1.299466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97530 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -12994644.000000 Penalty: 3757.532959
	Iteration 97Q: 3 clusters Score -1.299464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -12994634.000000 Penalty: 3757.532959
	Iteration 98Q: 3 clusters Score -1.299463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -12994640.000000 Penalty: 3757.532959
	Iteration 99Q: 3 clusters Score -1.299464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -12994655.000000 Penalty: 3757.532959
	Iteration 100F: 3 clusters Score -1.299466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97677 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -12994665.000000 Penalty: 3757.532959
	Iteration 101Q: 3 clusters Score -1.299466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -12994654.000000 Penalty: 3757.532959
	Iteration 102Q: 3 clusters Score -1.299465e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -12994650.000000 Penalty: 3757.532959
	Iteration 103Q: 3 clusters Score -1.299465e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -12994665.000000 Penalty: 3757.532959
	Iteration 104Q: 3 clusters Score -1.299466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -12994664.000000 Penalty: 3757.532959
	Iteration 105Q: 3 clusters Score -1.299466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -12994687.000000 Penalty: 3757.532959
	Iteration 106Q: 3 clusters Score -1.299469e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -12994674.000000 Penalty: 3757.532959
	Iteration 107Q: 3 clusters Score -1.299467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -12994691.000000 Penalty: 3757.532959
	Iteration 108Q: 3 clusters Score -1.299469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -12994702.000000 Penalty: 3757.532959
	Iteration 109Q: 3 clusters Score -1.29947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -12994699.000000 Penalty: 3757.532959
	Iteration 110Q: 3 clusters Score -1.29947e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -12994676.000000 Penalty: 3757.532959
	Iteration 111Q: 3 clusters Score -1.299468e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -12994671.000000 Penalty: 3757.532959
	Iteration 112Q: 3 clusters Score -1.299467e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -12994654.000000 Penalty: 3757.532959
	Iteration 113Q: 3 clusters Score -1.299465e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -12994659.000000 Penalty: 3757.532959
	Iteration 114Q: 3 clusters Score -1.299466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -12994685.000000 Penalty: 3757.532959
	Iteration 115Q: 3 clusters Score -1.299468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -12994690.000000 Penalty: 3757.532959
	Iteration 116Q: 3 clusters Score -1.299469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -12994692.000000 Penalty: 3757.532959
	Iteration 117Q: 3 clusters Score -1.299469e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -12994693.000000 Penalty: 3757.532959
	Iteration 118Q: 3 clusters Score -1.299469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -12994679.000000 Penalty: 3757.532959
	Iteration 119Q: 3 clusters Score -1.299468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -12994664.000000 Penalty: 3757.532959
	Iteration 120F: 3 clusters Score -1.299466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -12994666.000000 Penalty: 3757.532959
	Iteration 121Q: 3 clusters Score -1.299467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -12994668.000000 Penalty: 3757.532959
	Iteration 122Q: 3 clusters Score -1.299467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -12994670.000000 Penalty: 3757.532959
	Iteration 123Q: 3 clusters Score -1.299467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -12994663.000000 Penalty: 3757.532959
	Iteration 124Q: 3 clusters Score -1.299466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -12994667.000000 Penalty: 3757.532959
	Iteration 125Q: 3 clusters Score -1.299467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -12994669.000000 Penalty: 3757.532959
	Iteration 126Q: 3 clusters Score -1.299467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -12994679.000000 Penalty: 3757.532959
	Iteration 127Q: 3 clusters Score -1.299468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -12994692.000000 Penalty: 3757.532959
	Iteration 128Q: 3 clusters Score -1.299469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -12994688.000000 Penalty: 3757.532959
	Iteration 129Q: 3 clusters Score -1.299469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98415 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -12994696.000000 Penalty: 3757.532959
	Iteration 130Q: 3 clusters Score -1.29947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98419 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -12994693.000000 Penalty: 3757.532959
	Iteration 131Q: 3 clusters Score -1.299469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -12994696.000000 Penalty: 3757.532959
	Iteration 132Q: 3 clusters Score -1.29947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -12994700.000000 Penalty: 3757.532959
	Iteration 133Q: 3 clusters Score -1.29947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -12994700.000000 Penalty: 3757.532959
	Iteration 134F: 3 clusters Score -1.29947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -1001191.562500 Penalty: 1461.149048
	Iteration 0F: 2 clusters Score -1001192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -995366.500000 Penalty: 2922.298096
	Iteration 0F: 3 clusters Score -995366.5 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -997135.937500 Penalty: 2922.298096
	Iteration 1F: 3 clusters Score -997135.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -997364.437500 Penalty: 2922.298096
	Iteration 2F: 3 clusters Score -997364.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -997559.125000 Penalty: 2922.298096
	Iteration 3F: 3 clusters Score -997559.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -997721.437500 Penalty: 2922.298096
	Iteration 4Q: 3 clusters Score -997721.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -997866.312500 Penalty: 2922.298096
	Iteration 5Q: 3 clusters Score -997866.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -997999.812500 Penalty: 2922.298096
	Iteration 6Q: 3 clusters Score -997999.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -998133.750000 Penalty: 2922.298096
	Iteration 7Q: 3 clusters Score -998133.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -998273.187500 Penalty: 2922.298096
	Iteration 8Q: 3 clusters Score -998273.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -998423.625000 Penalty: 2922.298096
	Iteration 9Q: 3 clusters Score -998423.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -998566.375000 Penalty: 2922.298096
	Iteration 10Q: 3 clusters Score -998566.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -998697.562500 Penalty: 2922.298096
	Iteration 11Q: 3 clusters Score -998697.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -998815.875000 Penalty: 2922.298096
	Iteration 12Q: 3 clusters Score -998815.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -998929.937500 Penalty: 2922.298096
	Iteration 13Q: 3 clusters Score -998929.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -999019.875000 Penalty: 2922.298096
	Iteration 14Q: 3 clusters Score -999019.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -999117.750000 Penalty: 2922.298096
	Iteration 15Q: 3 clusters Score -999117.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -999198.562500 Penalty: 2922.298096
	Iteration 16Q: 3 clusters Score -999198.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -999269.812500 Penalty: 2922.298096
	Iteration 17Q: 3 clusters Score -999269.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -999323.312500 Penalty: 2922.298096
	Iteration 18Q: 3 clusters Score -999323.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -999369.500000 Penalty: 2922.298096
	Iteration 19Q: 3 clusters Score -999369.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -999406.875000 Penalty: 2922.298096
	Iteration 20F: 3 clusters Score -999406.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -999435.437500 Penalty: 2922.298096
	Iteration 21Q: 3 clusters Score -999435.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -999469.062500 Penalty: 2922.298096
	Iteration 22Q: 3 clusters Score -999469.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -999498.750000 Penalty: 2922.298096
	Iteration 23Q: 3 clusters Score -999498.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -999525.312500 Penalty: 2922.298096
	Iteration 24Q: 3 clusters Score -999525.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -999545.125000 Penalty: 2922.298096
	Iteration 25Q: 3 clusters Score -999545.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -999554.500000 Penalty: 2922.298096
	Iteration 26Q: 3 clusters Score -999554.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -999564.687500 Penalty: 2922.298096
	Iteration 27Q: 3 clusters Score -999564.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -999576.250000 Penalty: 2922.298096
	Iteration 28Q: 3 clusters Score -999576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -999583.812500 Penalty: 2922.298096
	Iteration 29Q: 3 clusters Score -999583.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -999585.375000 Penalty: 2922.298096
	Iteration 30Q: 3 clusters Score -999585.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -999591.187500 Penalty: 2922.298096
	Iteration 31Q: 3 clusters Score -999591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -999592.812500 Penalty: 2922.298096
	Iteration 32Q: 3 clusters Score -999592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -999597.062500 Penalty: 2922.298096
	Iteration 33Q: 3 clusters Score -999597.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -999600.250000 Penalty: 2922.298096
	Iteration 34Q: 3 clusters Score -999600.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -999603.375000 Penalty: 2922.298096
	Iteration 35Q: 3 clusters Score -999603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -999605.375000 Penalty: 2922.298096
	Iteration 36Q: 3 clusters Score -999605.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -999606.062500 Penalty: 2922.298096
	Iteration 37Q: 3 clusters Score -999606.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -999611.125000 Penalty: 2922.298096
	Iteration 38Q: 3 clusters Score -999611.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -999616.187500 Penalty: 2922.298096
	Iteration 39Q: 3 clusters Score -999616.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -999620.500000 Penalty: 2922.298096
	Iteration 40F: 3 clusters Score -999620.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -999625.375000 Penalty: 2922.298096
	Iteration 41Q: 3 clusters Score -999625.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -999630.687500 Penalty: 2922.298096
	Iteration 42Q: 3 clusters Score -999630.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -999634.062500 Penalty: 2922.298096
	Iteration 43Q: 3 clusters Score -999634.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -999636.125000 Penalty: 2922.298096
	Iteration 44Q: 3 clusters Score -999636.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -999641.500000 Penalty: 2922.298096
	Iteration 45Q: 3 clusters Score -999641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -999642.750000 Penalty: 2922.298096
	Iteration 46Q: 3 clusters Score -999642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -999644.437500 Penalty: 2922.298096
	Iteration 47Q: 3 clusters Score -999644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -999647.687500 Penalty: 2922.298096
	Iteration 48Q: 3 clusters Score -999647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -999646.187500 Penalty: 2922.298096
	Iteration 49Q: 3 clusters Score -999646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -999647.812500 Penalty: 2922.298096
	Iteration 50Q: 3 clusters Score -999647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -999647.437500 Penalty: 2922.298096
	Iteration 51Q: 3 clusters Score -999647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -999649.875000 Penalty: 2922.298096
	Iteration 52Q: 3 clusters Score -999649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -999651.375000 Penalty: 2922.298096
	Iteration 53Q: 3 clusters Score -999651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -999653.500000 Penalty: 2922.298096
	Iteration 54Q: 3 clusters Score -999653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -999652.750000 Penalty: 2922.298096
	Iteration 55Q: 3 clusters Score -999652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -999653.937500 Penalty: 2922.298096
	Iteration 56Q: 3 clusters Score -999653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -999655.250000 Penalty: 2922.298096
	Iteration 57Q: 3 clusters Score -999655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -999658.937500 Penalty: 2922.298096
	Iteration 58Q: 3 clusters Score -999658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -999661.750000 Penalty: 2922.298096
	Iteration 59Q: 3 clusters Score -999661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -999667.375000 Penalty: 2922.298096
	Iteration 60F: 3 clusters Score -999667.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -999670.937500 Penalty: 2922.298096
	Iteration 61Q: 3 clusters Score -999670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -999671.750000 Penalty: 2922.298096
	Iteration 62Q: 3 clusters Score -999671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -999676.250000 Penalty: 2922.298096
	Iteration 63Q: 3 clusters Score -999676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -999678.062500 Penalty: 2922.298096
	Iteration 64Q: 3 clusters Score -999678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -999678.812500 Penalty: 2922.298096
	Iteration 65Q: 3 clusters Score -999678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -999684.312500 Penalty: 2922.298096
	Iteration 66Q: 3 clusters Score -999684.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -999688.000000 Penalty: 2922.298096
	Iteration 67Q: 3 clusters Score -999688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -999690.625000 Penalty: 2922.298096
	Iteration 68Q: 3 clusters Score -999690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -999691.000000 Penalty: 2922.298096
	Iteration 69Q: 3 clusters Score -999691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -999693.187500 Penalty: 2922.298096
	Iteration 70Q: 3 clusters Score -999693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -999694.687500 Penalty: 2922.298096
	Iteration 71Q: 3 clusters Score -999694.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -999698.500000 Penalty: 2922.298096
	Iteration 72Q: 3 clusters Score -999698.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -999702.062500 Penalty: 2922.298096
	Iteration 73Q: 3 clusters Score -999702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -999702.187500 Penalty: 2922.298096
	Iteration 74Q: 3 clusters Score -999702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -999706.687500 Penalty: 2922.298096
	Iteration 75Q: 3 clusters Score -999706.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -999707.500000 Penalty: 2922.298096
	Iteration 76Q: 3 clusters Score -999707.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -999711.562500 Penalty: 2922.298096
	Iteration 77Q: 3 clusters Score -999711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -999714.937500 Penalty: 2922.298096
	Iteration 78Q: 3 clusters Score -999714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -999714.000000 Penalty: 2922.298096
	Iteration 79Q: 3 clusters Score -999714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -999715.812500 Penalty: 2922.298096
	Iteration 80F: 3 clusters Score -999715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -999714.375000 Penalty: 2922.298096
	Iteration 81Q: 3 clusters Score -999714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -999717.500000 Penalty: 2922.298096
	Iteration 82Q: 3 clusters Score -999717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -999721.000000 Penalty: 2922.298096
	Iteration 83Q: 3 clusters Score -999721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -999720.687500 Penalty: 2922.298096
	Iteration 84Q: 3 clusters Score -999720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -999722.187500 Penalty: 2922.298096
	Iteration 85Q: 3 clusters Score -999722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -999722.187500 Penalty: 2922.298096
	Iteration 86F: 3 clusters Score -999722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -366555.343750 Penalty: 1306.415527
	Iteration 0F: 2 clusters Score -366555.3 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 1578 members 
Entering Unmasked Estep 
Score: -363762.218750 Penalty: 2612.831055
	Iteration 0F: 3 clusters Score -363762.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -364526.937500 Penalty: 2612.831055
	Iteration 1F: 3 clusters Score -364526.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364763.125000 Penalty: 2612.831055
	Iteration 2F: 3 clusters Score -364763.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -364949.500000 Penalty: 2612.831055
	Iteration 3F: 3 clusters Score -364949.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -365106.437500 Penalty: 2612.831055
	Iteration 4F: 3 clusters Score -365106.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -365246.500000 Penalty: 2612.831055
	Iteration 5F: 3 clusters Score -365246.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -365371.125000 Penalty: 2612.831055
	Iteration 6F: 3 clusters Score -365371.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -365504.218750 Penalty: 2612.831055
	Iteration 7F: 3 clusters Score -365504.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -365628.187500 Penalty: 2612.831055
	Iteration 8Q: 3 clusters Score -365628.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -365711.843750 Penalty: 2612.831055
	Iteration 9Q: 3 clusters Score -365711.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -365785.125000 Penalty: 2612.831055
	Iteration 10Q: 3 clusters Score -365785.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -365838.062500 Penalty: 2612.831055
	Iteration 11Q: 3 clusters Score -365838.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -365903.718750 Penalty: 2612.831055
	Iteration 12Q: 3 clusters Score -365903.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -365953.062500 Penalty: 2612.831055
	Iteration 13Q: 3 clusters Score -365953.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -365976.562500 Penalty: 2612.831055
	Iteration 14Q: 3 clusters Score -365976.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -365988.843750 Penalty: 2612.831055
	Iteration 15Q: 3 clusters Score -365988.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -366001.937500 Penalty: 2612.831055
	Iteration 16Q: 3 clusters Score -366001.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -366012.750000 Penalty: 2612.831055
	Iteration 17Q: 3 clusters Score -366012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -366023.718750 Penalty: 2612.831055
	Iteration 18Q: 3 clusters Score -366023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -366037.781250 Penalty: 2612.831055
	Iteration 19Q: 3 clusters Score -366037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -366045.250000 Penalty: 2612.831055
	Iteration 20F: 3 clusters Score -366045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -366046.625000 Penalty: 2612.831055
	Iteration 21Q: 3 clusters Score -366046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -366050.687500 Penalty: 2612.831055
	Iteration 22Q: 3 clusters Score -366050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -366052.500000 Penalty: 2612.831055
	Iteration 23Q: 3 clusters Score -366052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -366054.250000 Penalty: 2612.831055
	Iteration 24Q: 3 clusters Score -366054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -366055.375000 Penalty: 2612.831055
	Iteration 25Q: 3 clusters Score -366055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -366059.437500 Penalty: 2612.831055
	Iteration 26Q: 3 clusters Score -366059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -366060.625000 Penalty: 2612.831055
	Iteration 27Q: 3 clusters Score -366060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -366061.812500 Penalty: 2612.831055
	Iteration 28Q: 3 clusters Score -366061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -366061.812500 Penalty: 2612.831055
	Iteration 29F: 3 clusters Score -366061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1283253.625000 Penalty: 1505.056885
	Iteration 0F: 2 clusters Score -1283254 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 5215 members 
Entering Unmasked Estep 
Score: -1275694.500000 Penalty: 3010.113770
	Iteration 0F: 3 clusters Score -1275694 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1278242.375000 Penalty: 3010.113770
	Iteration 1F: 3 clusters Score -1278242 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1278594.125000 Penalty: 3010.113770
	Iteration 2F: 3 clusters Score -1278594 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1278916.500000 Penalty: 3010.113770
	Iteration 3F: 3 clusters Score -1278916 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1279226.750000 Penalty: 3010.113770
	Iteration 4F: 3 clusters Score -1279227 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1279535.375000 Penalty: 3010.113770
	Iteration 5F: 3 clusters Score -1279535 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1279803.875000 Penalty: 3010.113770
	Iteration 6F: 3 clusters Score -1279804 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1280021.875000 Penalty: 3010.113770
	Iteration 7Q: 3 clusters Score -1280022 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1280196.625000 Penalty: 3010.113770
	Iteration 8Q: 3 clusters Score -1280197 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1280351.250000 Penalty: 3010.113770
	Iteration 9Q: 3 clusters Score -1280351 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1280479.875000 Penalty: 3010.113770
	Iteration 10Q: 3 clusters Score -1280480 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1280581.625000 Penalty: 3010.113770
	Iteration 11Q: 3 clusters Score -1280582 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1280654.000000 Penalty: 3010.113770
	Iteration 12Q: 3 clusters Score -1280654 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1280713.750000 Penalty: 3010.113770
	Iteration 13Q: 3 clusters Score -1280714 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1280759.875000 Penalty: 3010.113770
	Iteration 14Q: 3 clusters Score -1280760 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1280792.500000 Penalty: 3010.113770
	Iteration 15Q: 3 clusters Score -1280792 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1280823.875000 Penalty: 3010.113770
	Iteration 16Q: 3 clusters Score -1280824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1280857.250000 Penalty: 3010.113770
	Iteration 17Q: 3 clusters Score -1280857 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1280887.000000 Penalty: 3010.113770
	Iteration 18Q: 3 clusters Score -1280887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1280921.250000 Penalty: 3010.113770
	Iteration 19Q: 3 clusters Score -1280921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1280952.375000 Penalty: 3010.113770
	Iteration 20F: 3 clusters Score -1280952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1280974.250000 Penalty: 3010.113770
	Iteration 21Q: 3 clusters Score -1280974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1280994.750000 Penalty: 3010.113770
	Iteration 22Q: 3 clusters Score -1280995 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1281027.000000 Penalty: 3010.113770
	Iteration 23Q: 3 clusters Score -1281027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1281073.625000 Penalty: 3010.113770
	Iteration 24Q: 3 clusters Score -1281074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1281117.375000 Penalty: 3010.113770
	Iteration 25Q: 3 clusters Score -1281117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1281146.125000 Penalty: 3010.113770
	Iteration 26Q: 3 clusters Score -1281146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1281176.750000 Penalty: 3010.113770
	Iteration 27Q: 3 clusters Score -1281177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1281205.750000 Penalty: 3010.113770
	Iteration 28Q: 3 clusters Score -1281206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1281238.500000 Penalty: 3010.113770
	Iteration 29Q: 3 clusters Score -1281238 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1281270.500000 Penalty: 3010.113770
	Iteration 30Q: 3 clusters Score -1281270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1281295.750000 Penalty: 3010.113770
	Iteration 31Q: 3 clusters Score -1281296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1281321.125000 Penalty: 3010.113770
	Iteration 32Q: 3 clusters Score -1281321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1281352.750000 Penalty: 3010.113770
	Iteration 33Q: 3 clusters Score -1281353 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1281400.375000 Penalty: 3010.113770
	Iteration 34Q: 3 clusters Score -1281400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1281451.625000 Penalty: 3010.113770
	Iteration 35Q: 3 clusters Score -1281452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1281517.750000 Penalty: 3010.113770
	Iteration 36Q: 3 clusters Score -1281518 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1281581.250000 Penalty: 3010.113770
	Iteration 37Q: 3 clusters Score -1281581 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1281627.125000 Penalty: 3010.113770
	Iteration 38Q: 3 clusters Score -1281627 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1281664.875000 Penalty: 3010.113770
	Iteration 39Q: 3 clusters Score -1281665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1281685.375000 Penalty: 3010.113770
	Iteration 40F: 3 clusters Score -1281685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1281704.875000 Penalty: 3010.113770
	Iteration 41Q: 3 clusters Score -1281705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1281726.000000 Penalty: 3010.113770
	Iteration 42Q: 3 clusters Score -1281726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1281728.000000 Penalty: 3010.113770
	Iteration 43Q: 3 clusters Score -1281728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1281738.375000 Penalty: 3010.113770
	Iteration 44Q: 3 clusters Score -1281738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1281745.375000 Penalty: 3010.113770
	Iteration 45Q: 3 clusters Score -1281745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1281749.625000 Penalty: 3010.113770
	Iteration 46Q: 3 clusters Score -1281750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1281760.000000 Penalty: 3010.113770
	Iteration 47Q: 3 clusters Score -1281760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1281768.250000 Penalty: 3010.113770
	Iteration 48Q: 3 clusters Score -1281768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1281767.625000 Penalty: 3010.113770
	Iteration 49Q: 3 clusters Score -1281768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1281774.000000 Penalty: 3010.113770
	Iteration 50Q: 3 clusters Score -1281774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1281784.125000 Penalty: 3010.113770
	Iteration 51Q: 3 clusters Score -1281784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1281787.250000 Penalty: 3010.113770
	Iteration 52Q: 3 clusters Score -1281787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1281789.125000 Penalty: 3010.113770
	Iteration 53Q: 3 clusters Score -1281789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1281790.125000 Penalty: 3010.113770
	Iteration 54Q: 3 clusters Score -1281790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1281789.000000 Penalty: 3010.113770
	Iteration 55Q: 3 clusters Score -1281789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1281791.875000 Penalty: 3010.113770
	Iteration 56Q: 3 clusters Score -1281792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1281794.500000 Penalty: 3010.113770
	Iteration 57Q: 3 clusters Score -1281794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1281799.000000 Penalty: 3010.113770
	Iteration 58Q: 3 clusters Score -1281799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1281810.375000 Penalty: 3010.113770
	Iteration 59Q: 3 clusters Score -1281810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1281813.500000 Penalty: 3010.113770
	Iteration 60F: 3 clusters Score -1281814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1281820.875000 Penalty: 3010.113770
	Iteration 61Q: 3 clusters Score -1281821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1281824.875000 Penalty: 3010.113770
	Iteration 62Q: 3 clusters Score -1281825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1281835.375000 Penalty: 3010.113770
	Iteration 63Q: 3 clusters Score -1281835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1281835.000000 Penalty: 3010.113770
	Iteration 64Q: 3 clusters Score -1281835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1281835.250000 Penalty: 3010.113770
	Iteration 65Q: 3 clusters Score -1281835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1281841.250000 Penalty: 3010.113770
	Iteration 66Q: 3 clusters Score -1281841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1281843.375000 Penalty: 3010.113770
	Iteration 67Q: 3 clusters Score -1281843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1281846.500000 Penalty: 3010.113770
	Iteration 68Q: 3 clusters Score -1281846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1281852.375000 Penalty: 3010.113770
	Iteration 69Q: 3 clusters Score -1281852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1281851.625000 Penalty: 3010.113770
	Iteration 70Q: 3 clusters Score -1281852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1281854.250000 Penalty: 3010.113770
	Iteration 71Q: 3 clusters Score -1281854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1281861.875000 Penalty: 3010.113770
	Iteration 72Q: 3 clusters Score -1281862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1281859.125000 Penalty: 3010.113770
	Iteration 73Q: 3 clusters Score -1281859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1281865.625000 Penalty: 3010.113770
	Iteration 74Q: 3 clusters Score -1281866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1281867.250000 Penalty: 3010.113770
	Iteration 75Q: 3 clusters Score -1281867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1281870.500000 Penalty: 3010.113770
	Iteration 76Q: 3 clusters Score -1281870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1281876.625000 Penalty: 3010.113770
	Iteration 77Q: 3 clusters Score -1281877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1281879.625000 Penalty: 3010.113770
	Iteration 78Q: 3 clusters Score -1281880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1281883.500000 Penalty: 3010.113770
	Iteration 79Q: 3 clusters Score -1281884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1281891.750000 Penalty: 3010.113770
	Iteration 80F: 3 clusters Score -1281892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1281895.000000 Penalty: 3010.113770
	Iteration 81Q: 3 clusters Score -1281895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1281902.750000 Penalty: 3010.113770
	Iteration 82Q: 3 clusters Score -1281903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1281908.750000 Penalty: 3010.113770
	Iteration 83Q: 3 clusters Score -1281909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1281914.750000 Penalty: 3010.113770
	Iteration 84Q: 3 clusters Score -1281915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1281913.375000 Penalty: 3010.113770
	Iteration 85Q: 3 clusters Score -1281913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1281917.875000 Penalty: 3010.113770
	Iteration 86Q: 3 clusters Score -1281918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1281920.375000 Penalty: 3010.113770
	Iteration 87Q: 3 clusters Score -1281920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1281929.625000 Penalty: 3010.113770
	Iteration 88Q: 3 clusters Score -1281930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1281932.625000 Penalty: 3010.113770
	Iteration 89Q: 3 clusters Score -1281933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1281934.000000 Penalty: 3010.113770
	Iteration 90Q: 3 clusters Score -1281934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1281938.500000 Penalty: 3010.113770
	Iteration 91Q: 3 clusters Score -1281938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1281937.875000 Penalty: 3010.113770
	Iteration 92Q: 3 clusters Score -1281938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1281942.000000 Penalty: 3010.113770
	Iteration 93Q: 3 clusters Score -1281942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1281947.625000 Penalty: 3010.113770
	Iteration 94Q: 3 clusters Score -1281948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1281953.250000 Penalty: 3010.113770
	Iteration 95Q: 3 clusters Score -1281953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1281961.875000 Penalty: 3010.113770
	Iteration 96Q: 3 clusters Score -1281962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1281977.125000 Penalty: 3010.113770
	Iteration 97Q: 3 clusters Score -1281977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1281992.125000 Penalty: 3010.113770
	Iteration 98Q: 3 clusters Score -1281992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1282007.125000 Penalty: 3010.113770
	Iteration 99Q: 3 clusters Score -1282007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1282026.375000 Penalty: 3010.113770
	Iteration 100F: 3 clusters Score -1282026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1282037.875000 Penalty: 3010.113770
	Iteration 101Q: 3 clusters Score -1282038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1282057.250000 Penalty: 3010.113770
	Iteration 102Q: 3 clusters Score -1282057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1282070.750000 Penalty: 3010.113770
	Iteration 103Q: 3 clusters Score -1282071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1282082.125000 Penalty: 3010.113770
	Iteration 104Q: 3 clusters Score -1282082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1282098.625000 Penalty: 3010.113770
	Iteration 105Q: 3 clusters Score -1282099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1282114.875000 Penalty: 3010.113770
	Iteration 106Q: 3 clusters Score -1282115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1282128.250000 Penalty: 3010.113770
	Iteration 107Q: 3 clusters Score -1282128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1282150.250000 Penalty: 3010.113770
	Iteration 108Q: 3 clusters Score -1282150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1282179.125000 Penalty: 3010.113770
	Iteration 109Q: 3 clusters Score -1282179 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1282210.750000 Penalty: 3010.113770
	Iteration 110Q: 3 clusters Score -1282211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1282244.125000 Penalty: 3010.113770
	Iteration 111Q: 3 clusters Score -1282244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1282289.125000 Penalty: 3010.113770
	Iteration 112Q: 3 clusters Score -1282289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1282324.750000 Penalty: 3010.113770
	Iteration 113Q: 3 clusters Score -1282325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1282353.500000 Penalty: 3010.113770
	Iteration 114Q: 3 clusters Score -1282354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1282378.000000 Penalty: 3010.113770
	Iteration 115Q: 3 clusters Score -1282378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1282404.125000 Penalty: 3010.113770
	Iteration 116Q: 3 clusters Score -1282404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1282424.125000 Penalty: 3010.113770
	Iteration 117Q: 3 clusters Score -1282424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1282442.250000 Penalty: 3010.113770
	Iteration 118Q: 3 clusters Score -1282442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1282457.250000 Penalty: 3010.113770
	Iteration 119Q: 3 clusters Score -1282457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1282473.875000 Penalty: 3010.113770
	Iteration 120F: 3 clusters Score -1282474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1282483.000000 Penalty: 3010.113770
	Iteration 121Q: 3 clusters Score -1282483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1282501.125000 Penalty: 3010.113770
	Iteration 122Q: 3 clusters Score -1282501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1282514.250000 Penalty: 3010.113770
	Iteration 123Q: 3 clusters Score -1282514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1282525.125000 Penalty: 3010.113770
	Iteration 124Q: 3 clusters Score -1282525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1282531.375000 Penalty: 3010.113770
	Iteration 125Q: 3 clusters Score -1282531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1282535.375000 Penalty: 3010.113770
	Iteration 126Q: 3 clusters Score -1282535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1282539.750000 Penalty: 3010.113770
	Iteration 127Q: 3 clusters Score -1282540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1282543.375000 Penalty: 3010.113770
	Iteration 128Q: 3 clusters Score -1282543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1282543.750000 Penalty: 3010.113770
	Iteration 129Q: 3 clusters Score -1282544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1282548.750000 Penalty: 3010.113770
	Iteration 130Q: 3 clusters Score -1282549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1282552.625000 Penalty: 3010.113770
	Iteration 131Q: 3 clusters Score -1282553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1282554.125000 Penalty: 3010.113770
	Iteration 132Q: 3 clusters Score -1282554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1282558.250000 Penalty: 3010.113770
	Iteration 133Q: 3 clusters Score -1282558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1282563.375000 Penalty: 3010.113770
	Iteration 134Q: 3 clusters Score -1282563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1282565.500000 Penalty: 3010.113770
	Iteration 135Q: 3 clusters Score -1282566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1282568.125000 Penalty: 3010.113770
	Iteration 136Q: 3 clusters Score -1282568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1282567.750000 Penalty: 3010.113770
	Iteration 137Q: 3 clusters Score -1282568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1282569.125000 Penalty: 3010.113770
	Iteration 138Q: 3 clusters Score -1282569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1282573.000000 Penalty: 3010.113770
	Iteration 139Q: 3 clusters Score -1282573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1282576.750000 Penalty: 3010.113770
	Iteration 140F: 3 clusters Score -1282577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1282578.000000 Penalty: 3010.113770
	Iteration 141Q: 3 clusters Score -1282578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1282583.500000 Penalty: 3010.113770
	Iteration 142Q: 3 clusters Score -1282584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1282587.000000 Penalty: 3010.113770
	Iteration 143Q: 3 clusters Score -1282587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1282586.750000 Penalty: 3010.113770
	Iteration 144Q: 3 clusters Score -1282587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1282590.250000 Penalty: 3010.113770
	Iteration 145Q: 3 clusters Score -1282590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1282592.375000 Penalty: 3010.113770
	Iteration 146Q: 3 clusters Score -1282592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1282595.500000 Penalty: 3010.113770
	Iteration 147Q: 3 clusters Score -1282596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1282598.500000 Penalty: 3010.113770
	Iteration 148Q: 3 clusters Score -1282598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1282598.625000 Penalty: 3010.113770
	Iteration 149Q: 3 clusters Score -1282599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1282602.125000 Penalty: 3010.113770
	Iteration 150Q: 3 clusters Score -1282602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1282602.875000 Penalty: 3010.113770
	Iteration 151Q: 3 clusters Score -1282603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1282604.375000 Penalty: 3010.113770
	Iteration 152Q: 3 clusters Score -1282604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1282604.625000 Penalty: 3010.113770
	Iteration 153Q: 3 clusters Score -1282605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1282606.875000 Penalty: 3010.113770
	Iteration 154Q: 3 clusters Score -1282607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1282607.375000 Penalty: 3010.113770
	Iteration 155Q: 3 clusters Score -1282607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1282608.000000 Penalty: 3010.113770
	Iteration 156Q: 3 clusters Score -1282608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1282611.125000 Penalty: 3010.113770
	Iteration 157Q: 3 clusters Score -1282611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1282612.750000 Penalty: 3010.113770
	Iteration 158Q: 3 clusters Score -1282613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1282615.250000 Penalty: 3010.113770
	Iteration 159Q: 3 clusters Score -1282615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1282615.250000 Penalty: 3010.113770
	Iteration 160F: 3 clusters Score -1282615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1282615.500000 Penalty: 3010.113770
	Iteration 161Q: 3 clusters Score -1282616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1282617.125000 Penalty: 3010.113770
	Iteration 162Q: 3 clusters Score -1282617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1282617.750000 Penalty: 3010.113770
	Iteration 163Q: 3 clusters Score -1282618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1282618.750000 Penalty: 3010.113770
	Iteration 164Q: 3 clusters Score -1282619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1282623.625000 Penalty: 3010.113770
	Iteration 165Q: 3 clusters Score -1282624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1282625.125000 Penalty: 3010.113770
	Iteration 166Q: 3 clusters Score -1282625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1282626.875000 Penalty: 3010.113770
	Iteration 167Q: 3 clusters Score -1282627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1282628.250000 Penalty: 3010.113770
	Iteration 168Q: 3 clusters Score -1282628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1282626.625000 Penalty: 3010.113770
	Iteration 169Q: 3 clusters Score -1282627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1282626.375000 Penalty: 3010.113770
	Iteration 170Q: 3 clusters Score -1282626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1282626.125000 Penalty: 3010.113770
	Iteration 171Q: 3 clusters Score -1282626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1282631.000000 Penalty: 3010.113770
	Iteration 172Q: 3 clusters Score -1282631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1282630.875000 Penalty: 3010.113770
	Iteration 173Q: 3 clusters Score -1282631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1282629.625000 Penalty: 3010.113770
	Iteration 174Q: 3 clusters Score -1282630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1282629.625000 Penalty: 3010.113770
	Iteration 175F: 3 clusters Score -1282630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (117281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Entering Unmasked Estep 
Score: -14742284.000000 Penalty: 1896.753296
	Iteration 0F: 2 clusters Score -1.474228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -14667375.000000 Penalty: 3793.506592
	Iteration 0F: 3 clusters Score -1.466738e+07 nChanged 56161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -14700331.000000 Penalty: 3793.506592
	Iteration 1F: 3 clusters Score -1.470033e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -14701582.000000 Penalty: 3793.506592
	Iteration 2Q: 3 clusters Score -1.470158e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -14703656.000000 Penalty: 3793.506592
	Iteration 3Q: 3 clusters Score -1.470366e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -14707324.000000 Penalty: 3793.506592
	Iteration 4F: 3 clusters Score -1.470732e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -14713535.000000 Penalty: 3793.506592
	Iteration 5F: 3 clusters Score -1.471354e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -14722298.000000 Penalty: 3793.506592
	Iteration 6F: 3 clusters Score -1.47223e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -14731346.000000 Penalty: 3793.506592
	Iteration 7F: 3 clusters Score -1.473135e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -14737824.000000 Penalty: 3793.506592
	Iteration 8F: 3 clusters Score -1.473782e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -14740924.000000 Penalty: 3793.506592
	Iteration 9Q: 3 clusters Score -1.474092e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -14741953.000000 Penalty: 3793.506592
	Iteration 10Q: 3 clusters Score -1.474195e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -14742274.000000 Penalty: 3793.506592
	Iteration 11Q: 3 clusters Score -1.474227e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -14742269.000000 Penalty: 3793.506592
	Iteration 12Q: 3 clusters Score -1.474227e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112968 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -14742282.000000 Penalty: 3793.506592
	Iteration 13Q: 3 clusters Score -1.474228e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113539 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -14742254.000000 Penalty: 3793.506592
	Iteration 14Q: 3 clusters Score -1.474225e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -14742162.000000 Penalty: 3793.506592
	Iteration 15Q: 3 clusters Score -1.474216e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114325 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -14742145.000000 Penalty: 3793.506592
	Iteration 16Q: 3 clusters Score -1.474214e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -14742133.000000 Penalty: 3793.506592
	Iteration 17Q: 3 clusters Score -1.474213e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -14742135.000000 Penalty: 3793.506592
	Iteration 18Q: 3 clusters Score -1.474214e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115062 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -14742127.000000 Penalty: 3793.506592
	Iteration 19Q: 3 clusters Score -1.474213e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -14742087.000000 Penalty: 3793.506592
	Iteration 20F: 3 clusters Score -1.474209e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -14742068.000000 Penalty: 3793.506592
	Iteration 21Q: 3 clusters Score -1.474207e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -14742085.000000 Penalty: 3793.506592
	Iteration 22Q: 3 clusters Score -1.474208e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -14742056.000000 Penalty: 3793.506592
	Iteration 23Q: 3 clusters Score -1.474206e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -14741990.000000 Penalty: 3793.506592
	Iteration 24Q: 3 clusters Score -1.474199e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -14741984.000000 Penalty: 3793.506592
	Iteration 25Q: 3 clusters Score -1.474198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -14741980.000000 Penalty: 3793.506592
	Iteration 26Q: 3 clusters Score -1.474198e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115758 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14741963.000000 Penalty: 3793.506592
	Iteration 27Q: 3 clusters Score -1.474196e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14741981.000000 Penalty: 3793.506592
	Iteration 28Q: 3 clusters Score -1.474198e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -14742024.000000 Penalty: 3793.506592
	Iteration 29Q: 3 clusters Score -1.474202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115889 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -14742009.000000 Penalty: 3793.506592
	Iteration 30Q: 3 clusters Score -1.474201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14741996.000000 Penalty: 3793.506592
	Iteration 31Q: 3 clusters Score -1.4742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14742000.000000 Penalty: 3793.506592
	Iteration 32Q: 3 clusters Score -1.4742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115936 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14741998.000000 Penalty: 3793.506592
	Iteration 33Q: 3 clusters Score -1.4742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14741993.000000 Penalty: 3793.506592
	Iteration 34Q: 3 clusters Score -1.474199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14741975.000000 Penalty: 3793.506592
	Iteration 35Q: 3 clusters Score -1.474198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115964 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -14741985.000000 Penalty: 3793.506592
	Iteration 36Q: 3 clusters Score -1.474198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14741994.000000 Penalty: 3793.506592
	Iteration 37Q: 3 clusters Score -1.474199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -14741973.000000 Penalty: 3793.506592
	Iteration 38Q: 3 clusters Score -1.474197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14741981.000000 Penalty: 3793.506592
	Iteration 39Q: 3 clusters Score -1.474198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14741977.000000 Penalty: 3793.506592
	Iteration 40F: 3 clusters Score -1.474198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14741977.000000 Penalty: 3793.506592
	Iteration 41Q: 3 clusters Score -1.474198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14741991.000000 Penalty: 3793.506592
	Iteration 42Q: 3 clusters Score -1.474199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -14741992.000000 Penalty: 3793.506592
	Iteration 43Q: 3 clusters Score -1.474199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115986 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14741986.000000 Penalty: 3793.506592
	Iteration 44Q: 3 clusters Score -1.474199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115987 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -14741985.000000 Penalty: 3793.506592
	Iteration 45Q: 3 clusters Score -1.474198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115989 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14741992.000000 Penalty: 3793.506592
	Iteration 46Q: 3 clusters Score -1.474199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115998 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14741982.000000 Penalty: 3793.506592
	Iteration 47Q: 3 clusters Score -1.474198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14741971.000000 Penalty: 3793.506592
	Iteration 48Q: 3 clusters Score -1.474197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116008 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14741966.000000 Penalty: 3793.506592
	Iteration 49Q: 3 clusters Score -1.474197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116013 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14741965.000000 Penalty: 3793.506592
	Iteration 50Q: 3 clusters Score -1.474196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116017 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14741966.000000 Penalty: 3793.506592
	Iteration 51Q: 3 clusters Score -1.474197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -14741968.000000 Penalty: 3793.506592
	Iteration 52Q: 3 clusters Score -1.474197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14741972.000000 Penalty: 3793.506592
	Iteration 53Q: 3 clusters Score -1.474197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14741972.000000 Penalty: 3793.506592
	Iteration 54F: 3 clusters Score -1.474197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Entering Unmasked Estep 
Score: -938637.812500 Penalty: 1458.765747
	Iteration 0F: 2 clusters Score -938637.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -932827.562500 Penalty: 2917.531494
	Iteration 0F: 3 clusters Score -932827.6 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -934598.875000 Penalty: 2917.531494
	Iteration 1F: 3 clusters Score -934598.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -934831.062500 Penalty: 2917.531494
	Iteration 2F: 3 clusters Score -934831.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -935041.000000 Penalty: 2917.531494
	Iteration 3F: 3 clusters Score -935041 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -935295.562500 Penalty: 2917.531494
	Iteration 4F: 3 clusters Score -935295.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -935648.375000 Penalty: 2917.531494
	Iteration 5F: 3 clusters Score -935648.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -936034.687500 Penalty: 2917.531494
	Iteration 6F: 3 clusters Score -936034.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -936496.562500 Penalty: 2917.531494
	Iteration 7F: 3 clusters Score -936496.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -937015.375000 Penalty: 2917.531494
	Iteration 8F: 3 clusters Score -937015.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -937441.562500 Penalty: 2917.531494
	Iteration 9F: 3 clusters Score -937441.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -937774.500000 Penalty: 2917.531494
	Iteration 10Q: 3 clusters Score -937774.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -938033.250000 Penalty: 2917.531494
	Iteration 11Q: 3 clusters Score -938033.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -938189.125000 Penalty: 2917.531494
	Iteration 12Q: 3 clusters Score -938189.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -938271.375000 Penalty: 2917.531494
	Iteration 13Q: 3 clusters Score -938271.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -938314.750000 Penalty: 2917.531494
	Iteration 14Q: 3 clusters Score -938314.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -938345.312500 Penalty: 2917.531494
	Iteration 15Q: 3 clusters Score -938345.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -938366.437500 Penalty: 2917.531494
	Iteration 16Q: 3 clusters Score -938366.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -938375.687500 Penalty: 2917.531494
	Iteration 17Q: 3 clusters Score -938375.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -938382.875000 Penalty: 2917.531494
	Iteration 18Q: 3 clusters Score -938382.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -938393.437500 Penalty: 2917.531494
	Iteration 19Q: 3 clusters Score -938393.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -938406.687500 Penalty: 2917.531494
	Iteration 20F: 3 clusters Score -938406.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -938422.625000 Penalty: 2917.531494
	Iteration 21Q: 3 clusters Score -938422.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -938434.500000 Penalty: 2917.531494
	Iteration 22Q: 3 clusters Score -938434.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -938452.812500 Penalty: 2917.531494
	Iteration 23Q: 3 clusters Score -938452.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -938469.000000 Penalty: 2917.531494
	Iteration 24Q: 3 clusters Score -938469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -938487.812500 Penalty: 2917.531494
	Iteration 25Q: 3 clusters Score -938487.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -938501.187500 Penalty: 2917.531494
	Iteration 26Q: 3 clusters Score -938501.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -938512.812500 Penalty: 2917.531494
	Iteration 27Q: 3 clusters Score -938512.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -938518.625000 Penalty: 2917.531494
	Iteration 28Q: 3 clusters Score -938518.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -938523.937500 Penalty: 2917.531494
	Iteration 29Q: 3 clusters Score -938523.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -938526.937500 Penalty: 2917.531494
	Iteration 30Q: 3 clusters Score -938526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -938529.500000 Penalty: 2917.531494
	Iteration 31Q: 3 clusters Score -938529.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -938531.750000 Penalty: 2917.531494
	Iteration 32Q: 3 clusters Score -938531.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -938535.187500 Penalty: 2917.531494
	Iteration 33Q: 3 clusters Score -938535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -938539.000000 Penalty: 2917.531494
	Iteration 34Q: 3 clusters Score -938539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -938540.187500 Penalty: 2917.531494
	Iteration 35Q: 3 clusters Score -938540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -938541.937500 Penalty: 2917.531494
	Iteration 36Q: 3 clusters Score -938541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -938545.000000 Penalty: 2917.531494
	Iteration 37Q: 3 clusters Score -938545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -938544.625000 Penalty: 2917.531494
	Iteration 38Q: 3 clusters Score -938544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -938547.000000 Penalty: 2917.531494
	Iteration 39Q: 3 clusters Score -938547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -938549.187500 Penalty: 2917.531494
	Iteration 40F: 3 clusters Score -938549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -938550.375000 Penalty: 2917.531494
	Iteration 41Q: 3 clusters Score -938550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -938550.375000 Penalty: 2917.531494
	Iteration 42Q: 3 clusters Score -938550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -938552.062500 Penalty: 2917.531494
	Iteration 43Q: 3 clusters Score -938552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -938552.562500 Penalty: 2917.531494
	Iteration 44Q: 3 clusters Score -938552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -938554.125000 Penalty: 2917.531494
	Iteration 45Q: 3 clusters Score -938554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -938555.125000 Penalty: 2917.531494
	Iteration 46Q: 3 clusters Score -938555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -938555.250000 Penalty: 2917.531494
	Iteration 47Q: 3 clusters Score -938555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -938555.875000 Penalty: 2917.531494
	Iteration 48Q: 3 clusters Score -938555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -938555.687500 Penalty: 2917.531494
	Iteration 49Q: 3 clusters Score -938555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -938555.125000 Penalty: 2917.531494
	Iteration 50Q: 3 clusters Score -938555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -938555.125000 Penalty: 2917.531494
	Iteration 51F: 3 clusters Score -938555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Entering Unmasked Estep 
Score: -2043162.125000 Penalty: 1579.478027
	Iteration 0F: 2 clusters Score -2043162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2031674.125000 Penalty: 3158.956055
	Iteration 0F: 3 clusters Score -2031674 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2035791.750000 Penalty: 3158.956055
	Iteration 1F: 3 clusters Score -2035792 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2036198.750000 Penalty: 3158.956055
	Iteration 2F: 3 clusters Score -2036199 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2036584.250000 Penalty: 3158.956055
	Iteration 3F: 3 clusters Score -2036584 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2036969.000000 Penalty: 3158.956055
	Iteration 4F: 3 clusters Score -2036969 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2037427.500000 Penalty: 3158.956055
	Iteration 5F: 3 clusters Score -2037428 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2037973.375000 Penalty: 3158.956055
	Iteration 6F: 3 clusters Score -2037973 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2038662.250000 Penalty: 3158.956055
	Iteration 7F: 3 clusters Score -2038662 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2039430.750000 Penalty: 3158.956055
	Iteration 8F: 3 clusters Score -2039431 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2040214.125000 Penalty: 3158.956055
	Iteration 9F: 3 clusters Score -2040214 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2040842.250000 Penalty: 3158.956055
	Iteration 10Q: 3 clusters Score -2040842 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2041265.875000 Penalty: 3158.956055
	Iteration 11Q: 3 clusters Score -2041266 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2041497.500000 Penalty: 3158.956055
	Iteration 12Q: 3 clusters Score -2041498 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2041675.000000 Penalty: 3158.956055
	Iteration 13Q: 3 clusters Score -2041675 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2041802.625000 Penalty: 3158.956055
	Iteration 14Q: 3 clusters Score -2041803 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2041862.875000 Penalty: 3158.956055
	Iteration 15Q: 3 clusters Score -2041863 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2041919.875000 Penalty: 3158.956055
	Iteration 16Q: 3 clusters Score -2041920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2041969.500000 Penalty: 3158.956055
	Iteration 17Q: 3 clusters Score -2041970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2042006.875000 Penalty: 3158.956055
	Iteration 18Q: 3 clusters Score -2042007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2042042.875000 Penalty: 3158.956055
	Iteration 19Q: 3 clusters Score -2042043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2042061.375000 Penalty: 3158.956055
	Iteration 20F: 3 clusters Score -2042061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2042075.500000 Penalty: 3158.956055
	Iteration 21Q: 3 clusters Score -2042076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2042082.250000 Penalty: 3158.956055
	Iteration 22Q: 3 clusters Score -2042082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2042086.500000 Penalty: 3158.956055
	Iteration 23Q: 3 clusters Score -2042086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2042085.125000 Penalty: 3158.956055
	Iteration 24Q: 3 clusters Score -2042085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2042092.500000 Penalty: 3158.956055
	Iteration 25Q: 3 clusters Score -2042092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2042095.375000 Penalty: 3158.956055
	Iteration 26Q: 3 clusters Score -2042095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2042100.125000 Penalty: 3158.956055
	Iteration 27Q: 3 clusters Score -2042100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2042098.875000 Penalty: 3158.956055
	Iteration 28Q: 3 clusters Score -2042099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2042101.625000 Penalty: 3158.956055
	Iteration 29Q: 3 clusters Score -2042102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2042099.875000 Penalty: 3158.956055
	Iteration 30Q: 3 clusters Score -2042100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2042100.000000 Penalty: 3158.956055
	Iteration 31Q: 3 clusters Score -2042100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2042100.000000 Penalty: 3158.956055
	Iteration 32F: 3 clusters Score -2042100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -21493.597656 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -21493.6 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 252 members 
Entering Unmasked Estep 
Score: -20604.457031 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -20604.46 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21010.009766 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -21010.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21250.298828 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -21250.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21540.244141 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -21540.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21855.031250 Penalty: 2002.392334
	Iteration 4F: 3 clusters Score -21855.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22130.910156 Penalty: 2002.392334
	Iteration 5F: 3 clusters Score -22130.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22226.091797 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -22226.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22255.773438 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -22255.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22290.896484 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -22290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22327.117188 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -22327.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22327.117188 Penalty: 2002.392334
	Iteration 10F: 3 clusters Score -22327.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 197 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 277 members 
Entering Unmasked Estep 
Score: -141708800.000000 Penalty: 79403.289062
Splitting cluster 19 changes total score from -141709216.000000 to -141708800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (117435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117435 members 
Entering Unmasked Estep 
Score: -14804400.000000 Penalty: 1896.966553
	Iteration 0F: 2 clusters Score -1.48044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -14730549.000000 Penalty: 3793.933105
	Iteration 0F: 3 clusters Score -1.473055e+07 nChanged 56228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -14764480.000000 Penalty: 3793.933105
	Iteration 1F: 3 clusters Score -1.476448e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -14766145.000000 Penalty: 3793.933105
	Iteration 2Q: 3 clusters Score -1.476614e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -14768952.000000 Penalty: 3793.933105
	Iteration 3Q: 3 clusters Score -1.476895e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -14772930.000000 Penalty: 3793.933105
	Iteration 4F: 3 clusters Score -1.477293e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -14778433.000000 Penalty: 3793.933105
	Iteration 5F: 3 clusters Score -1.477843e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -14785207.000000 Penalty: 3793.933105
	Iteration 6F: 3 clusters Score -1.478521e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -14791967.000000 Penalty: 3793.933105
	Iteration 7F: 3 clusters Score -1.479197e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -14796734.000000 Penalty: 3793.933105
	Iteration 8Q: 3 clusters Score -1.479673e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -14799472.000000 Penalty: 3793.933105
	Iteration 9Q: 3 clusters Score -1.479947e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -14800680.000000 Penalty: 3793.933105
	Iteration 10Q: 3 clusters Score -1.480068e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -14801335.000000 Penalty: 3793.933105
	Iteration 11Q: 3 clusters Score -1.480134e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -14801765.000000 Penalty: 3793.933105
	Iteration 12Q: 3 clusters Score -1.480176e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -14802034.000000 Penalty: 3793.933105
	Iteration 13Q: 3 clusters Score -1.480203e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -14802230.000000 Penalty: 3793.933105
	Iteration 14Q: 3 clusters Score -1.480223e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -14802323.000000 Penalty: 3793.933105
	Iteration 15Q: 3 clusters Score -1.480232e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14802429.000000 Penalty: 3793.933105
	Iteration 16Q: 3 clusters Score -1.480243e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115786 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14802485.000000 Penalty: 3793.933105
	Iteration 17Q: 3 clusters Score -1.480248e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14802521.000000 Penalty: 3793.933105
	Iteration 18Q: 3 clusters Score -1.480252e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -14802551.000000 Penalty: 3793.933105
	Iteration 19Q: 3 clusters Score -1.480255e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115994 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14802566.000000 Penalty: 3793.933105
	Iteration 20F: 3 clusters Score -1.480257e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -14802590.000000 Penalty: 3793.933105
	Iteration 21Q: 3 clusters Score -1.480259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -14802605.000000 Penalty: 3793.933105
	Iteration 22Q: 3 clusters Score -1.48026e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14802627.000000 Penalty: 3793.933105
	Iteration 23Q: 3 clusters Score -1.480263e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116126 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14802658.000000 Penalty: 3793.933105
	Iteration 24Q: 3 clusters Score -1.480266e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14802660.000000 Penalty: 3793.933105
	Iteration 25Q: 3 clusters Score -1.480266e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14802707.000000 Penalty: 3793.933105
	Iteration 26Q: 3 clusters Score -1.480271e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116211 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14802740.000000 Penalty: 3793.933105
	Iteration 27Q: 3 clusters Score -1.480274e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116243 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14802739.000000 Penalty: 3793.933105
	Iteration 28Q: 3 clusters Score -1.480274e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14802741.000000 Penalty: 3793.933105
	Iteration 29Q: 3 clusters Score -1.480274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -14802772.000000 Penalty: 3793.933105
	Iteration 30Q: 3 clusters Score -1.480277e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -14802784.000000 Penalty: 3793.933105
	Iteration 31Q: 3 clusters Score -1.480278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14802793.000000 Penalty: 3793.933105
	Iteration 32Q: 3 clusters Score -1.480279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14802804.000000 Penalty: 3793.933105
	Iteration 33Q: 3 clusters Score -1.48028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14802795.000000 Penalty: 3793.933105
	Iteration 34Q: 3 clusters Score -1.48028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -14802803.000000 Penalty: 3793.933105
	Iteration 35Q: 3 clusters Score -1.48028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14802807.000000 Penalty: 3793.933105
	Iteration 36Q: 3 clusters Score -1.480281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14802816.000000 Penalty: 3793.933105
	Iteration 37Q: 3 clusters Score -1.480282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -14802830.000000 Penalty: 3793.933105
	Iteration 38Q: 3 clusters Score -1.480283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -14802835.000000 Penalty: 3793.933105
	Iteration 39Q: 3 clusters Score -1.480284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116354 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14802839.000000 Penalty: 3793.933105
	Iteration 40F: 3 clusters Score -1.480284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116356 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14802847.000000 Penalty: 3793.933105
	Iteration 41Q: 3 clusters Score -1.480285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14802840.000000 Penalty: 3793.933105
	Iteration 42Q: 3 clusters Score -1.480284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116354 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14802840.000000 Penalty: 3793.933105
	Iteration 43Q: 3 clusters Score -1.480284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14802844.000000 Penalty: 3793.933105
	Iteration 44Q: 3 clusters Score -1.480284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14802835.000000 Penalty: 3793.933105
	Iteration 45Q: 3 clusters Score -1.480284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14802840.000000 Penalty: 3793.933105
	Iteration 46Q: 3 clusters Score -1.480284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -14802840.000000 Penalty: 3793.933105
	Iteration 47Q: 3 clusters Score -1.480284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116360 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14802840.000000 Penalty: 3793.933105
	Iteration 48Q: 3 clusters Score -1.480284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116359 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -14802840.000000 Penalty: 3793.933105
	Iteration 49Q: 3 clusters Score -1.480284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14802842.000000 Penalty: 3793.933105
	Iteration 50Q: 3 clusters Score -1.480284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14802842.000000 Penalty: 3793.933105
	Iteration 51F: 3 clusters Score -1.480284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Entering Unmasked Estep 
Score: -9650595.000000 Penalty: 1827.249878
	Iteration 0F: 2 clusters Score -9650595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -9600088.000000 Penalty: 3654.499756
	Iteration 0F: 3 clusters Score -9600088 nChanged 36345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -9621062.000000 Penalty: 3654.499756
	Iteration 1F: 3 clusters Score -9621062 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -9622390.000000 Penalty: 3654.499756
	Iteration 2Q: 3 clusters Score -9622390 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -9624471.000000 Penalty: 3654.499756
	Iteration 3F: 3 clusters Score -9624471 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -9627814.000000 Penalty: 3654.499756
	Iteration 4F: 3 clusters Score -9627814 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -9632470.000000 Penalty: 3654.499756
	Iteration 5F: 3 clusters Score -9632470 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -9637656.000000 Penalty: 3654.499756
	Iteration 6F: 3 clusters Score -9637656 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -9641713.000000 Penalty: 3654.499756
	Iteration 7F: 3 clusters Score -9641713 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -9644070.000000 Penalty: 3654.499756
	Iteration 8Q: 3 clusters Score -9644070 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -9645163.000000 Penalty: 3654.499756
	Iteration 9Q: 3 clusters Score -9645163 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -9645843.000000 Penalty: 3654.499756
	Iteration 10Q: 3 clusters Score -9645843 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -9646260.000000 Penalty: 3654.499756
	Iteration 11Q: 3 clusters Score -9646260 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -9646638.000000 Penalty: 3654.499756
	Iteration 12Q: 3 clusters Score -9646638 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -9646996.000000 Penalty: 3654.499756
	Iteration 13Q: 3 clusters Score -9646996 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -9647364.000000 Penalty: 3654.499756
	Iteration 14Q: 3 clusters Score -9647364 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -9647645.000000 Penalty: 3654.499756
	Iteration 15Q: 3 clusters Score -9647645 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -9647887.000000 Penalty: 3654.499756
	Iteration 16Q: 3 clusters Score -9647887 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -9648132.000000 Penalty: 3654.499756
	Iteration 17Q: 3 clusters Score -9648132 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -9648324.000000 Penalty: 3654.499756
	Iteration 18Q: 3 clusters Score -9648324 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -9648438.000000 Penalty: 3654.499756
	Iteration 19Q: 3 clusters Score -9648438 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -9648543.000000 Penalty: 3654.499756
	Iteration 20F: 3 clusters Score -9648543 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -9648673.000000 Penalty: 3654.499756
	Iteration 21Q: 3 clusters Score -9648673 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -9648772.000000 Penalty: 3654.499756
	Iteration 22Q: 3 clusters Score -9648772 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -9648866.000000 Penalty: 3654.499756
	Iteration 23Q: 3 clusters Score -9648866 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -9648947.000000 Penalty: 3654.499756
	Iteration 24Q: 3 clusters Score -9648947 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -9648981.000000 Penalty: 3654.499756
	Iteration 25Q: 3 clusters Score -9648981 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -9649033.000000 Penalty: 3654.499756
	Iteration 26Q: 3 clusters Score -9649033 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -9649083.000000 Penalty: 3654.499756
	Iteration 27Q: 3 clusters Score -9649083 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -9649120.000000 Penalty: 3654.499756
	Iteration 28Q: 3 clusters Score -9649120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -9649142.000000 Penalty: 3654.499756
	Iteration 29Q: 3 clusters Score -9649142 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -9649148.000000 Penalty: 3654.499756
	Iteration 30Q: 3 clusters Score -9649148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -9649152.000000 Penalty: 3654.499756
	Iteration 31Q: 3 clusters Score -9649152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -9649171.000000 Penalty: 3654.499756
	Iteration 32Q: 3 clusters Score -9649171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -9649182.000000 Penalty: 3654.499756
	Iteration 33Q: 3 clusters Score -9649182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -9649180.000000 Penalty: 3654.499756
	Iteration 34Q: 3 clusters Score -9649180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -9649180.000000 Penalty: 3654.499756
	Iteration 35Q: 3 clusters Score -9649180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -9649193.000000 Penalty: 3654.499756
	Iteration 36Q: 3 clusters Score -9649193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -9649189.000000 Penalty: 3654.499756
	Iteration 37Q: 3 clusters Score -9649189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -9649189.000000 Penalty: 3654.499756
	Iteration 38Q: 3 clusters Score -9649189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -9649197.000000 Penalty: 3654.499756
	Iteration 39Q: 3 clusters Score -9649197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -9649195.000000 Penalty: 3654.499756
	Iteration 40F: 3 clusters Score -9649195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -9649190.000000 Penalty: 3654.499756
	Iteration 41Q: 3 clusters Score -9649190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -9649210.000000 Penalty: 3654.499756
	Iteration 42Q: 3 clusters Score -9649210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -9649206.000000 Penalty: 3654.499756
	Iteration 43Q: 3 clusters Score -9649206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -9649208.000000 Penalty: 3654.499756
	Iteration 44Q: 3 clusters Score -9649208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -9649213.000000 Penalty: 3654.499756
	Iteration 45Q: 3 clusters Score -9649213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -9649207.000000 Penalty: 3654.499756
	Iteration 46Q: 3 clusters Score -9649207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -9649208.000000 Penalty: 3654.499756
	Iteration 47Q: 3 clusters Score -9649208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -9649217.000000 Penalty: 3654.499756
	Iteration 48Q: 3 clusters Score -9649217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -9649209.000000 Penalty: 3654.499756
	Iteration 49Q: 3 clusters Score -9649209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -9649210.000000 Penalty: 3654.499756
	Iteration 50Q: 3 clusters Score -9649210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -9649217.000000 Penalty: 3654.499756
	Iteration 51Q: 3 clusters Score -9649217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -9649223.000000 Penalty: 3654.499756
	Iteration 52Q: 3 clusters Score -9649223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -9649235.000000 Penalty: 3654.499756
	Iteration 53Q: 3 clusters Score -9649235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -9649237.000000 Penalty: 3654.499756
	Iteration 54Q: 3 clusters Score -9649237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -9649242.000000 Penalty: 3654.499756
	Iteration 55Q: 3 clusters Score -9649242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -9649244.000000 Penalty: 3654.499756
	Iteration 56Q: 3 clusters Score -9649244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 75643 members 
Entering Unmasked Estep 
Score: -9649246.000000 Penalty: 3654.499756
	Iteration 57Q: 3 clusters Score -9649246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -9649235.000000 Penalty: 3654.499756
	Iteration 58Q: 3 clusters Score -9649235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -9649243.000000 Penalty: 3654.499756
	Iteration 59Q: 3 clusters Score -9649243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -9649242.000000 Penalty: 3654.499756
	Iteration 60F: 3 clusters Score -9649242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -9649236.000000 Penalty: 3654.499756
	Iteration 61Q: 3 clusters Score -9649236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -9649242.000000 Penalty: 3654.499756
	Iteration 62Q: 3 clusters Score -9649242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -9649241.000000 Penalty: 3654.499756
	Iteration 63Q: 3 clusters Score -9649241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -9649243.000000 Penalty: 3654.499756
	Iteration 64Q: 3 clusters Score -9649243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -9649238.000000 Penalty: 3654.499756
	Iteration 65Q: 3 clusters Score -9649238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -9649249.000000 Penalty: 3654.499756
	Iteration 66Q: 3 clusters Score -9649249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -9649247.000000 Penalty: 3654.499756
	Iteration 67Q: 3 clusters Score -9649247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -9649246.000000 Penalty: 3654.499756
	Iteration 68Q: 3 clusters Score -9649246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -9649249.000000 Penalty: 3654.499756
	Iteration 69Q: 3 clusters Score -9649249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -9649244.000000 Penalty: 3654.499756
	Iteration 70Q: 3 clusters Score -9649244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -9649248.000000 Penalty: 3654.499756
	Iteration 71Q: 3 clusters Score -9649248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -9649248.000000 Penalty: 3654.499756
	Iteration 72Q: 3 clusters Score -9649248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -9649242.000000 Penalty: 3654.499756
	Iteration 73Q: 3 clusters Score -9649242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -9649252.000000 Penalty: 3654.499756
	Iteration 74Q: 3 clusters Score -9649252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -9649252.000000 Penalty: 3654.499756
	Iteration 75Q: 3 clusters Score -9649252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -9649254.000000 Penalty: 3654.499756
	Iteration 76Q: 3 clusters Score -9649254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -9649262.000000 Penalty: 3654.499756
	Iteration 77Q: 3 clusters Score -9649262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -9649248.000000 Penalty: 3654.499756
	Iteration 78Q: 3 clusters Score -9649248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -9649245.000000 Penalty: 3654.499756
	Iteration 79Q: 3 clusters Score -9649245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -9649259.000000 Penalty: 3654.499756
	Iteration 80F: 3 clusters Score -9649259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -9649267.000000 Penalty: 3654.499756
	Iteration 81Q: 3 clusters Score -9649267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -9649282.000000 Penalty: 3654.499756
	Iteration 82Q: 3 clusters Score -9649282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -9649284.000000 Penalty: 3654.499756
	Iteration 83Q: 3 clusters Score -9649284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -9649284.000000 Penalty: 3654.499756
	Iteration 84Q: 3 clusters Score -9649284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -9649291.000000 Penalty: 3654.499756
	Iteration 85Q: 3 clusters Score -9649291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -9649295.000000 Penalty: 3654.499756
	Iteration 86Q: 3 clusters Score -9649295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -9649293.000000 Penalty: 3654.499756
	Iteration 87Q: 3 clusters Score -9649293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -9649293.000000 Penalty: 3654.499756
	Iteration 88Q: 3 clusters Score -9649293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -9649298.000000 Penalty: 3654.499756
	Iteration 89Q: 3 clusters Score -9649298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -9649300.000000 Penalty: 3654.499756
	Iteration 90Q: 3 clusters Score -9649300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -9649302.000000 Penalty: 3654.499756
	Iteration 91Q: 3 clusters Score -9649302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -9649302.000000 Penalty: 3654.499756
	Iteration 92F: 3 clusters Score -9649302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -491433.843750 Penalty: 1351.040771
	Iteration 0F: 2 clusters Score -491433.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -488021.156250 Penalty: 2702.081543
	Iteration 0F: 3 clusters Score -488021.2 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -489071.312500 Penalty: 2702.081543
	Iteration 1F: 3 clusters Score -489071.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -489317.625000 Penalty: 2702.081543
	Iteration 2F: 3 clusters Score -489317.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -489493.125000 Penalty: 2702.081543
	Iteration 3F: 3 clusters Score -489493.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -489600.281250 Penalty: 2702.081543
	Iteration 4Q: 3 clusters Score -489600.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -489706.812500 Penalty: 2702.081543
	Iteration 5Q: 3 clusters Score -489706.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -489789.781250 Penalty: 2702.081543
	Iteration 6Q: 3 clusters Score -489789.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -489838.843750 Penalty: 2702.081543
	Iteration 7Q: 3 clusters Score -489838.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -489876.812500 Penalty: 2702.081543
	Iteration 8Q: 3 clusters Score -489876.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -489907.250000 Penalty: 2702.081543
	Iteration 9Q: 3 clusters Score -489907.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -489933.031250 Penalty: 2702.081543
	Iteration 10Q: 3 clusters Score -489933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -489959.281250 Penalty: 2702.081543
	Iteration 11Q: 3 clusters Score -489959.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -489984.843750 Penalty: 2702.081543
	Iteration 12Q: 3 clusters Score -489984.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -490007.687500 Penalty: 2702.081543
	Iteration 13Q: 3 clusters Score -490007.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -490027.625000 Penalty: 2702.081543
	Iteration 14Q: 3 clusters Score -490027.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -490041.156250 Penalty: 2702.081543
	Iteration 15Q: 3 clusters Score -490041.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -490052.562500 Penalty: 2702.081543
	Iteration 16Q: 3 clusters Score -490052.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -490072.000000 Penalty: 2702.081543
	Iteration 17Q: 3 clusters Score -490072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -490095.468750 Penalty: 2702.081543
	Iteration 18Q: 3 clusters Score -490095.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -490140.031250 Penalty: 2702.081543
	Iteration 19Q: 3 clusters Score -490140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -490201.750000 Penalty: 2702.081543
	Iteration 20F: 3 clusters Score -490201.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -490249.406250 Penalty: 2702.081543
	Iteration 21Q: 3 clusters Score -490249.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -490291.250000 Penalty: 2702.081543
	Iteration 22Q: 3 clusters Score -490291.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -490341.843750 Penalty: 2702.081543
	Iteration 23Q: 3 clusters Score -490341.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -490383.218750 Penalty: 2702.081543
	Iteration 24Q: 3 clusters Score -490383.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -490424.562500 Penalty: 2702.081543
	Iteration 25Q: 3 clusters Score -490424.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -490471.656250 Penalty: 2702.081543
	Iteration 26Q: 3 clusters Score -490471.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -490530.406250 Penalty: 2702.081543
	Iteration 27Q: 3 clusters Score -490530.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -490587.656250 Penalty: 2702.081543
	Iteration 28Q: 3 clusters Score -490587.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -490642.093750 Penalty: 2702.081543
	Iteration 29Q: 3 clusters Score -490642.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -490688.781250 Penalty: 2702.081543
	Iteration 30Q: 3 clusters Score -490688.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -490726.937500 Penalty: 2702.081543
	Iteration 31Q: 3 clusters Score -490726.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -490761.781250 Penalty: 2702.081543
	Iteration 32Q: 3 clusters Score -490761.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -490800.093750 Penalty: 2702.081543
	Iteration 33Q: 3 clusters Score -490800.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -490828.750000 Penalty: 2702.081543
	Iteration 34Q: 3 clusters Score -490828.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -490845.187500 Penalty: 2702.081543
	Iteration 35Q: 3 clusters Score -490845.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -490857.906250 Penalty: 2702.081543
	Iteration 36Q: 3 clusters Score -490857.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -490871.593750 Penalty: 2702.081543
	Iteration 37Q: 3 clusters Score -490871.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -490887.687500 Penalty: 2702.081543
	Iteration 38Q: 3 clusters Score -490887.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -490908.781250 Penalty: 2702.081543
	Iteration 39Q: 3 clusters Score -490908.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -490920.531250 Penalty: 2702.081543
	Iteration 40F: 3 clusters Score -490920.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -490928.875000 Penalty: 2702.081543
	Iteration 41Q: 3 clusters Score -490928.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -490936.843750 Penalty: 2702.081543
	Iteration 42Q: 3 clusters Score -490936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -490940.906250 Penalty: 2702.081543
	Iteration 43Q: 3 clusters Score -490940.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -490944.812500 Penalty: 2702.081543
	Iteration 44Q: 3 clusters Score -490944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -490952.000000 Penalty: 2702.081543
	Iteration 45Q: 3 clusters Score -490952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -490957.843750 Penalty: 2702.081543
	Iteration 46Q: 3 clusters Score -490957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -490966.531250 Penalty: 2702.081543
	Iteration 47Q: 3 clusters Score -490966.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -490976.500000 Penalty: 2702.081543
	Iteration 48Q: 3 clusters Score -490976.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -490985.031250 Penalty: 2702.081543
	Iteration 49Q: 3 clusters Score -490985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -490988.843750 Penalty: 2702.081543
	Iteration 50Q: 3 clusters Score -490988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -490990.406250 Penalty: 2702.081543
	Iteration 51Q: 3 clusters Score -490990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -490992.625000 Penalty: 2702.081543
	Iteration 52Q: 3 clusters Score -490992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -490993.656250 Penalty: 2702.081543
	Iteration 53Q: 3 clusters Score -490993.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -490996.250000 Penalty: 2702.081543
	Iteration 54Q: 3 clusters Score -490996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -490998.031250 Penalty: 2702.081543
	Iteration 55Q: 3 clusters Score -490998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -490999.750000 Penalty: 2702.081543
	Iteration 56Q: 3 clusters Score -490999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -491000.812500 Penalty: 2702.081543
	Iteration 57Q: 3 clusters Score -491000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -491004.531250 Penalty: 2702.081543
	Iteration 58Q: 3 clusters Score -491004.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -491006.906250 Penalty: 2702.081543
	Iteration 59Q: 3 clusters Score -491006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -491009.812500 Penalty: 2702.081543
	Iteration 60F: 3 clusters Score -491009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -491011.468750 Penalty: 2702.081543
	Iteration 61Q: 3 clusters Score -491011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -491012.437500 Penalty: 2702.081543
	Iteration 62Q: 3 clusters Score -491012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -491013.843750 Penalty: 2702.081543
	Iteration 63Q: 3 clusters Score -491013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -491014.531250 Penalty: 2702.081543
	Iteration 64Q: 3 clusters Score -491014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -491014.781250 Penalty: 2702.081543
	Iteration 65Q: 3 clusters Score -491014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -491014.843750 Penalty: 2702.081543
	Iteration 66Q: 3 clusters Score -491014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -491014.625000 Penalty: 2702.081543
	Iteration 67Q: 3 clusters Score -491014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -491014.625000 Penalty: 2702.081543
	Iteration 68F: 3 clusters Score -491014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (87552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Entering Unmasked Estep 
Score: -11075193.000000 Penalty: 1849.248047
	Iteration 0F: 2 clusters Score -1.107519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -11017323.000000 Penalty: 3698.496094
	Iteration 0F: 3 clusters Score -1.101732e+07 nChanged 41677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -11041881.000000 Penalty: 3698.496094
	Iteration 1F: 3 clusters Score -1.104188e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -11043084.000000 Penalty: 3698.496094
	Iteration 2Q: 3 clusters Score -1.104308e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -11045191.000000 Penalty: 3698.496094
	Iteration 3F: 3 clusters Score -1.104519e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -11048806.000000 Penalty: 3698.496094
	Iteration 4F: 3 clusters Score -1.104881e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -11054644.000000 Penalty: 3698.496094
	Iteration 5F: 3 clusters Score -1.105464e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -11061392.000000 Penalty: 3698.496094
	Iteration 6F: 3 clusters Score -1.106139e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -11066791.000000 Penalty: 3698.496094
	Iteration 7F: 3 clusters Score -1.106679e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -11069834.000000 Penalty: 3698.496094
	Iteration 8Q: 3 clusters Score -1.106983e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -11071318.000000 Penalty: 3698.496094
	Iteration 9Q: 3 clusters Score -1.107132e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -11072032.000000 Penalty: 3698.496094
	Iteration 10Q: 3 clusters Score -1.107203e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -11072441.000000 Penalty: 3698.496094
	Iteration 11Q: 3 clusters Score -1.107244e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -11072740.000000 Penalty: 3698.496094
	Iteration 12Q: 3 clusters Score -1.107274e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -11072998.000000 Penalty: 3698.496094
	Iteration 13Q: 3 clusters Score -1.1073e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -11073131.000000 Penalty: 3698.496094
	Iteration 14Q: 3 clusters Score -1.107313e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -11073279.000000 Penalty: 3698.496094
	Iteration 15Q: 3 clusters Score -1.107328e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -11073363.000000 Penalty: 3698.496094
	Iteration 16Q: 3 clusters Score -1.107336e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -11073424.000000 Penalty: 3698.496094
	Iteration 17Q: 3 clusters Score -1.107342e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -11073499.000000 Penalty: 3698.496094
	Iteration 18Q: 3 clusters Score -1.10735e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -11073526.000000 Penalty: 3698.496094
	Iteration 19Q: 3 clusters Score -1.107353e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -11073580.000000 Penalty: 3698.496094
	Iteration 20F: 3 clusters Score -1.107358e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -11073624.000000 Penalty: 3698.496094
	Iteration 21Q: 3 clusters Score -1.107362e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -11073645.000000 Penalty: 3698.496094
	Iteration 22Q: 3 clusters Score -1.107364e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -11073671.000000 Penalty: 3698.496094
	Iteration 23Q: 3 clusters Score -1.107367e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -11073680.000000 Penalty: 3698.496094
	Iteration 24Q: 3 clusters Score -1.107368e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -11073701.000000 Penalty: 3698.496094
	Iteration 25Q: 3 clusters Score -1.10737e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -11073771.000000 Penalty: 3698.496094
	Iteration 26Q: 3 clusters Score -1.107377e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -11073801.000000 Penalty: 3698.496094
	Iteration 27Q: 3 clusters Score -1.10738e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -11073800.000000 Penalty: 3698.496094
	Iteration 28Q: 3 clusters Score -1.10738e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -11073848.000000 Penalty: 3698.496094
	Iteration 29Q: 3 clusters Score -1.107385e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -11073879.000000 Penalty: 3698.496094
	Iteration 30Q: 3 clusters Score -1.107388e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -11073880.000000 Penalty: 3698.496094
	Iteration 31Q: 3 clusters Score -1.107388e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -11073884.000000 Penalty: 3698.496094
	Iteration 32Q: 3 clusters Score -1.107388e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -11073936.000000 Penalty: 3698.496094
	Iteration 33Q: 3 clusters Score -1.107394e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -11073964.000000 Penalty: 3698.496094
	Iteration 34Q: 3 clusters Score -1.107396e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -11073979.000000 Penalty: 3698.496094
	Iteration 35Q: 3 clusters Score -1.107398e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -11074024.000000 Penalty: 3698.496094
	Iteration 36Q: 3 clusters Score -1.107402e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -11074064.000000 Penalty: 3698.496094
	Iteration 37Q: 3 clusters Score -1.107406e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -11074095.000000 Penalty: 3698.496094
	Iteration 38Q: 3 clusters Score -1.10741e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -11074080.000000 Penalty: 3698.496094
	Iteration 39Q: 3 clusters Score -1.107408e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -11074104.000000 Penalty: 3698.496094
	Iteration 40F: 3 clusters Score -1.10741e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -11074104.000000 Penalty: 3698.496094
	Iteration 41Q: 3 clusters Score -1.10741e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -11074130.000000 Penalty: 3698.496094
	Iteration 42Q: 3 clusters Score -1.107413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -11074126.000000 Penalty: 3698.496094
	Iteration 43Q: 3 clusters Score -1.107413e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -11074136.000000 Penalty: 3698.496094
	Iteration 44Q: 3 clusters Score -1.107414e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -11074149.000000 Penalty: 3698.496094
	Iteration 45Q: 3 clusters Score -1.107415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -11074132.000000 Penalty: 3698.496094
	Iteration 46Q: 3 clusters Score -1.107413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -11074145.000000 Penalty: 3698.496094
	Iteration 47Q: 3 clusters Score -1.107414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -11074157.000000 Penalty: 3698.496094
	Iteration 48Q: 3 clusters Score -1.107416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -11074158.000000 Penalty: 3698.496094
	Iteration 49Q: 3 clusters Score -1.107416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -11074166.000000 Penalty: 3698.496094
	Iteration 50Q: 3 clusters Score -1.107417e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -11074165.000000 Penalty: 3698.496094
	Iteration 51Q: 3 clusters Score -1.107416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -11074180.000000 Penalty: 3698.496094
	Iteration 52Q: 3 clusters Score -1.107418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -11074176.000000 Penalty: 3698.496094
	Iteration 53Q: 3 clusters Score -1.107418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -11074185.000000 Penalty: 3698.496094
	Iteration 54Q: 3 clusters Score -1.107418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -11074204.000000 Penalty: 3698.496094
	Iteration 55Q: 3 clusters Score -1.10742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -11074207.000000 Penalty: 3698.496094
	Iteration 56Q: 3 clusters Score -1.107421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -11074209.000000 Penalty: 3698.496094
	Iteration 57Q: 3 clusters Score -1.107421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -11074212.000000 Penalty: 3698.496094
	Iteration 58Q: 3 clusters Score -1.107421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -11074207.000000 Penalty: 3698.496094
	Iteration 59Q: 3 clusters Score -1.107421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -11074204.000000 Penalty: 3698.496094
	Iteration 60F: 3 clusters Score -1.10742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -11074205.000000 Penalty: 3698.496094
	Iteration 61Q: 3 clusters Score -1.10742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -11074217.000000 Penalty: 3698.496094
	Iteration 62Q: 3 clusters Score -1.107422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -11074199.000000 Penalty: 3698.496094
	Iteration 63Q: 3 clusters Score -1.10742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -11074200.000000 Penalty: 3698.496094
	Iteration 64Q: 3 clusters Score -1.10742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 84503 members 
Entering Unmasked Estep 
Score: -11074208.000000 Penalty: 3698.496094
	Iteration 65Q: 3 clusters Score -1.107421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -11074206.000000 Penalty: 3698.496094
	Iteration 66Q: 3 clusters Score -1.107421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -11074205.000000 Penalty: 3698.496094
	Iteration 67Q: 3 clusters Score -1.10742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -11074211.000000 Penalty: 3698.496094
	Iteration 68Q: 3 clusters Score -1.107421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -11074214.000000 Penalty: 3698.496094
	Iteration 69Q: 3 clusters Score -1.107421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -11074213.000000 Penalty: 3698.496094
	Iteration 70Q: 3 clusters Score -1.107421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -11074206.000000 Penalty: 3698.496094
	Iteration 71Q: 3 clusters Score -1.107421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -11074209.000000 Penalty: 3698.496094
	Iteration 72Q: 3 clusters Score -1.107421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -11074212.000000 Penalty: 3698.496094
	Iteration 73Q: 3 clusters Score -1.107421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -11074217.000000 Penalty: 3698.496094
	Iteration 74Q: 3 clusters Score -1.107422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -11074217.000000 Penalty: 3698.496094
	Iteration 75F: 3 clusters Score -1.107422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -200932.578125 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -200932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -199033.171875 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -199033.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -199479.281250 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -199479.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -199612.656250 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -199612.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -199696.156250 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -199696.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -199802.000000 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -199802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -199873.187500 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -199873.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -199921.687500 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -199921.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -199981.468750 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -199981.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -200048.796875 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -200048.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -200106.734375 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -200106.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -200148.546875 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -200148.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -200194.640625 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -200194.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -200223.578125 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -200223.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -200250.609375 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -200250.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -200274.171875 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -200274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200293.406250 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -200293.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -200312.515625 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -200312.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -200333.812500 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -200333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -200343.218750 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -200343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200352.578125 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -200352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200360.812500 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -200360.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200371.437500 Penalty: 2415.941650
	Iteration 21Q: 3 clusters Score -200371.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -200385.781250 Penalty: 2415.941650
	Iteration 22Q: 3 clusters Score -200385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200396.796875 Penalty: 2415.941650
	Iteration 23Q: 3 clusters Score -200396.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -200408.796875 Penalty: 2415.941650
	Iteration 24Q: 3 clusters Score -200408.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200415.187500 Penalty: 2415.941650
	Iteration 25Q: 3 clusters Score -200415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -200420.328125 Penalty: 2415.941650
	Iteration 26Q: 3 clusters Score -200420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -200423.859375 Penalty: 2415.941650
	Iteration 27Q: 3 clusters Score -200423.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -200429.250000 Penalty: 2415.941650
	Iteration 28Q: 3 clusters Score -200429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200438.046875 Penalty: 2415.941650
	Iteration 29Q: 3 clusters Score -200438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -200447.921875 Penalty: 2415.941650
	Iteration 30Q: 3 clusters Score -200447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200456.406250 Penalty: 2415.941650
	Iteration 31Q: 3 clusters Score -200456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200459.562500 Penalty: 2415.941650
	Iteration 32Q: 3 clusters Score -200459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200463.687500 Penalty: 2415.941650
	Iteration 33Q: 3 clusters Score -200463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200467.937500 Penalty: 2415.941650
	Iteration 34Q: 3 clusters Score -200467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200467.921875 Penalty: 2415.941650
	Iteration 35Q: 3 clusters Score -200467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200467.921875 Penalty: 2415.941650
	Iteration 36F: 3 clusters Score -200467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -116270.968750 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -116271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114830.593750 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -114830.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115397.867188 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -115397.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115715.304688 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -115715.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115944.914062 Penalty: 2288.458740
	Iteration 3F: 3 clusters Score -115944.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116060.429688 Penalty: 2288.458740
	Iteration 4F: 3 clusters Score -116060.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116110.492188 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -116110.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116145.265625 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -116145.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116168.382812 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -116168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116178.898438 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -116178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116201.140625 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -116201.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116293.171875 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -116293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -116360.515625 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -116360.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116382.710938 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -116382.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116395.960938 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -116396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116407.539062 Penalty: 2288.458740
	Iteration 14Q: 3 clusters Score -116407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116424.078125 Penalty: 2288.458740
	Iteration 15Q: 3 clusters Score -116424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116443.070312 Penalty: 2288.458740
	Iteration 16Q: 3 clusters Score -116443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116459.882812 Penalty: 2288.458740
	Iteration 17Q: 3 clusters Score -116459.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116471.757812 Penalty: 2288.458740
	Iteration 18Q: 3 clusters Score -116471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116482.242188 Penalty: 2288.458740
	Iteration 19Q: 3 clusters Score -116482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116493.078125 Penalty: 2288.458740
	Iteration 20F: 3 clusters Score -116493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116514.570312 Penalty: 2288.458740
	Iteration 21Q: 3 clusters Score -116514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116541.953125 Penalty: 2288.458740
	Iteration 22Q: 3 clusters Score -116542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116559.617188 Penalty: 2288.458740
	Iteration 23Q: 3 clusters Score -116559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116563.757812 Penalty: 2288.458740
	Iteration 24Q: 3 clusters Score -116563.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116570.796875 Penalty: 2288.458740
	Iteration 25Q: 3 clusters Score -116570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116573.984375 Penalty: 2288.458740
	Iteration 26Q: 3 clusters Score -116574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116576.679688 Penalty: 2288.458740
	Iteration 27Q: 3 clusters Score -116576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116576.679688 Penalty: 2288.458740
	Iteration 28F: 3 clusters Score -116576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 535 members 
Entering Unmasked Estep 
Score: -141708368.000000 Penalty: 79403.289062
Splitting cluster 25 changes total score from -141709216.000000 to -141708368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -61662.882812 Penalty: 1056.703369
	Iteration 0F: 2 clusters Score -61662.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60549.535156 Penalty: 2113.406738
	Iteration 0F: 3 clusters Score -60549.54 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61013.914062 Penalty: 2113.406738
	Iteration 1F: 3 clusters Score -61013.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61135.621094 Penalty: 2113.406738
	Iteration 2F: 3 clusters Score -61135.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61217.027344 Penalty: 2113.406738
	Iteration 3F: 3 clusters Score -61217.03 nChanged 20
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: -61248.707031 Penalty: 2113.406738
	Iteration 4Q: 3 clusters Score -61248.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61290.683594 Penalty: 2113.406738
	Iteration 5Q: 3 clusters Score -61290.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61336.910156 Penalty: 2113.406738
	Iteration 6Q: 3 clusters Score -61336.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61354.812500 Penalty: 2113.406738
	Iteration 7Q: 3 clusters Score -61354.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61375.144531 Penalty: 2113.406738
	Iteration 8Q: 3 clusters Score -61375.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61381.109375 Penalty: 2113.406738
	Iteration 9Q: 3 clusters Score -61381.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61388.558594 Penalty: 2113.406738
	Iteration 10Q: 3 clusters Score -61388.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61391.863281 Penalty: 2113.406738
	Iteration 11Q: 3 clusters Score -61391.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61393.917969 Penalty: 2113.406738
	Iteration 12Q: 3 clusters Score -61393.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61395.097656 Penalty: 2113.406738
	Iteration 13Q: 3 clusters Score -61395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61396.214844 Penalty: 2113.406738
	Iteration 14Q: 3 clusters Score -61396.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61401.691406 Penalty: 2113.406738
	Iteration 15Q: 3 clusters Score -61401.69 nChanged 1
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: -61405.332031 Penalty: 2113.406738
	Iteration 16Q: 3 clusters Score -61405.33 nChanged 0
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: -61409.289062 Penalty: 2113.406738
	Iteration 17F: 3 clusters Score -61409.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61411.144531 Penalty: 2113.406738
	Iteration 18Q: 3 clusters Score -61411.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61411.144531 Penalty: 2113.406738
	Iteration 19F: 3 clusters Score -61411.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -816004.187500 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -816004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -811020.500000 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -811020.5 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -812561.562500 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -812561.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -812813.437500 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -812813.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -812990.937500 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -812990.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -813146.250000 Penalty: 2860.281738
	Iteration 4Q: 3 clusters Score -813146.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -813277.875000 Penalty: 2860.281738
	Iteration 5Q: 3 clusters Score -813277.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -813438.937500 Penalty: 2860.281738
	Iteration 6Q: 3 clusters Score -813438.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -813641.187500 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -813641.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -813842.937500 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -813842.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -814047.437500 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -814047.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -814253.437500 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -814253.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -814434.375000 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -814434.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -814548.875000 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -814548.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -814632.187500 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -814632.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -814708.937500 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -814708.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -814764.375000 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -814764.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -814797.437500 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -814797.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -814832.312500 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -814832.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -814852.500000 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -814852.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -814873.250000 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -814873.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -814890.375000 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -814890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -814892.375000 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -814892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -814900.125000 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -814900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -814901.500000 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -814901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -814904.937500 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -814904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -814909.687500 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -814909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -814915.250000 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -814915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -814923.187500 Penalty: 2860.281738
	Iteration 27Q: 3 clusters Score -814923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -814927.687500 Penalty: 2860.281738
	Iteration 28Q: 3 clusters Score -814927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -814932.500000 Penalty: 2860.281738
	Iteration 29Q: 3 clusters Score -814932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -814933.562500 Penalty: 2860.281738
	Iteration 30Q: 3 clusters Score -814933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -814935.125000 Penalty: 2860.281738
	Iteration 31Q: 3 clusters Score -814935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -814936.375000 Penalty: 2860.281738
	Iteration 32Q: 3 clusters Score -814936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -814937.125000 Penalty: 2860.281738
	Iteration 33Q: 3 clusters Score -814937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -814938.000000 Penalty: 2860.281738
	Iteration 34Q: 3 clusters Score -814938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -814937.812500 Penalty: 2860.281738
	Iteration 35Q: 3 clusters Score -814937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -814937.812500 Penalty: 2860.281738
	Iteration 36F: 3 clusters Score -814937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Entering Unmasked Estep 
Score: -752344.812500 Penalty: 1410.581543
	Iteration 0F: 2 clusters Score -752344.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -747787.250000 Penalty: 2821.163086
	Iteration 0F: 3 clusters Score -747787.2 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -749136.312500 Penalty: 2821.163086
	Iteration 1F: 3 clusters Score -749136.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -749350.750000 Penalty: 2821.163086
	Iteration 2F: 3 clusters Score -749350.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -749499.062500 Penalty: 2821.163086
	Iteration 3F: 3 clusters Score -749499.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -749594.187500 Penalty: 2821.163086
	Iteration 4Q: 3 clusters Score -749594.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -749676.187500 Penalty: 2821.163086
	Iteration 5Q: 3 clusters Score -749676.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -749754.750000 Penalty: 2821.163086
	Iteration 6Q: 3 clusters Score -749754.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -749836.062500 Penalty: 2821.163086
	Iteration 7Q: 3 clusters Score -749836.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -749923.937500 Penalty: 2821.163086
	Iteration 8Q: 3 clusters Score -749923.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -750026.687500 Penalty: 2821.163086
	Iteration 9Q: 3 clusters Score -750026.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -750119.500000 Penalty: 2821.163086
	Iteration 10Q: 3 clusters Score -750119.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -750212.750000 Penalty: 2821.163086
	Iteration 11Q: 3 clusters Score -750212.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -750330.187500 Penalty: 2821.163086
	Iteration 12Q: 3 clusters Score -750330.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -750428.500000 Penalty: 2821.163086
	Iteration 13Q: 3 clusters Score -750428.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -750515.937500 Penalty: 2821.163086
	Iteration 14Q: 3 clusters Score -750515.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -750591.312500 Penalty: 2821.163086
	Iteration 15Q: 3 clusters Score -750591.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -750661.250000 Penalty: 2821.163086
	Iteration 16Q: 3 clusters Score -750661.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -750722.500000 Penalty: 2821.163086
	Iteration 17Q: 3 clusters Score -750722.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -750783.000000 Penalty: 2821.163086
	Iteration 18Q: 3 clusters Score -750783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -750833.375000 Penalty: 2821.163086
	Iteration 19Q: 3 clusters Score -750833.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -750871.562500 Penalty: 2821.163086
	Iteration 20F: 3 clusters Score -750871.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -750904.375000 Penalty: 2821.163086
	Iteration 21Q: 3 clusters Score -750904.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -750927.562500 Penalty: 2821.163086
	Iteration 22Q: 3 clusters Score -750927.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -750957.125000 Penalty: 2821.163086
	Iteration 23Q: 3 clusters Score -750957.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -750986.875000 Penalty: 2821.163086
	Iteration 24Q: 3 clusters Score -750986.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -751008.437500 Penalty: 2821.163086
	Iteration 25Q: 3 clusters Score -751008.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -751020.750000 Penalty: 2821.163086
	Iteration 26Q: 3 clusters Score -751020.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -751029.562500 Penalty: 2821.163086
	Iteration 27Q: 3 clusters Score -751029.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -751039.062500 Penalty: 2821.163086
	Iteration 28Q: 3 clusters Score -751039.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -751046.625000 Penalty: 2821.163086
	Iteration 29Q: 3 clusters Score -751046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -751051.312500 Penalty: 2821.163086
	Iteration 30Q: 3 clusters Score -751051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -751058.062500 Penalty: 2821.163086
	Iteration 31Q: 3 clusters Score -751058.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -751063.187500 Penalty: 2821.163086
	Iteration 32Q: 3 clusters Score -751063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -751068.937500 Penalty: 2821.163086
	Iteration 33Q: 3 clusters Score -751068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -751072.125000 Penalty: 2821.163086
	Iteration 34Q: 3 clusters Score -751072.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -751082.312500 Penalty: 2821.163086
	Iteration 35Q: 3 clusters Score -751082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -751091.875000 Penalty: 2821.163086
	Iteration 36Q: 3 clusters Score -751091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -751100.000000 Penalty: 2821.163086
	Iteration 37Q: 3 clusters Score -751100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -751105.250000 Penalty: 2821.163086
	Iteration 38Q: 3 clusters Score -751105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -751108.375000 Penalty: 2821.163086
	Iteration 39Q: 3 clusters Score -751108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -751114.000000 Penalty: 2821.163086
	Iteration 40F: 3 clusters Score -751114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -751116.687500 Penalty: 2821.163086
	Iteration 41Q: 3 clusters Score -751116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -751117.250000 Penalty: 2821.163086
	Iteration 42Q: 3 clusters Score -751117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -751119.562500 Penalty: 2821.163086
	Iteration 43Q: 3 clusters Score -751119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -751119.562500 Penalty: 2821.163086
	Iteration 44F: 3 clusters Score -751119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -28952.517578 Penalty: 995.616272
	Iteration 0F: 2 clusters Score -28952.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28166.636719 Penalty: 1991.232544
	Iteration 0F: 3 clusters Score -28166.64 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28745.931641 Penalty: 1991.232544
	Iteration 1F: 3 clusters Score -28745.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29056.646484 Penalty: 1991.232544
	Iteration 2F: 3 clusters Score -29056.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29128.955078 Penalty: 1991.232544
	Iteration 3F: 3 clusters Score -29128.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29176.931641 Penalty: 1991.232544
	Iteration 4Q: 3 clusters Score -29176.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29198.158203 Penalty: 1991.232544
	Iteration 5Q: 3 clusters Score -29198.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29200.869141 Penalty: 1991.232544
	Iteration 6Q: 3 clusters Score -29200.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29207.367188 Penalty: 1991.232544
	Iteration 7Q: 3 clusters Score -29207.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29209.861328 Penalty: 1991.232544
	Iteration 8Q: 3 clusters Score -29209.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29209.861328 Penalty: 1991.232544
	Iteration 9F: 3 clusters Score -29209.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 156 members 
Entering Unmasked Estep 
Score: -141708272.000000 Penalty: 79403.289062
Splitting cluster 29 changes total score from -141709216.000000 to -141708272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (13436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Entering Unmasked Estep 
Score: -1658899.625000 Penalty: 1544.675171
	Iteration 0F: 2 clusters Score -1658900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1649473.750000 Penalty: 3089.350342
	Iteration 0F: 3 clusters Score -1649474 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1652679.875000 Penalty: 3089.350342
	Iteration 1F: 3 clusters Score -1652680 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1653007.125000 Penalty: 3089.350342
	Iteration 2F: 3 clusters Score -1653007 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1653258.625000 Penalty: 3089.350342
	Iteration 3Q: 3 clusters Score -1653259 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1653487.500000 Penalty: 3089.350342
	Iteration 4Q: 3 clusters Score -1653488 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1653712.750000 Penalty: 3089.350342
	Iteration 5Q: 3 clusters Score -1653713 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1653989.875000 Penalty: 3089.350342
	Iteration 6Q: 3 clusters Score -1653990 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1654309.625000 Penalty: 3089.350342
	Iteration 7Q: 3 clusters Score -1654310 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1654688.625000 Penalty: 3089.350342
	Iteration 8Q: 3 clusters Score -1654689 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1655181.625000 Penalty: 3089.350342
	Iteration 9F: 3 clusters Score -1655182 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1655681.000000 Penalty: 3089.350342
	Iteration 10Q: 3 clusters Score -1655681 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1656150.000000 Penalty: 3089.350342
	Iteration 11Q: 3 clusters Score -1656150 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1656525.125000 Penalty: 3089.350342
	Iteration 12Q: 3 clusters Score -1656525 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1656818.750000 Penalty: 3089.350342
	Iteration 13Q: 3 clusters Score -1656819 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1657043.625000 Penalty: 3089.350342
	Iteration 14Q: 3 clusters Score -1657044 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1657178.500000 Penalty: 3089.350342
	Iteration 15Q: 3 clusters Score -1657178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1657264.500000 Penalty: 3089.350342
	Iteration 16Q: 3 clusters Score -1657264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1657341.125000 Penalty: 3089.350342
	Iteration 17Q: 3 clusters Score -1657341 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1657393.125000 Penalty: 3089.350342
	Iteration 18Q: 3 clusters Score -1657393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1657433.000000 Penalty: 3089.350342
	Iteration 19Q: 3 clusters Score -1657433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1657462.375000 Penalty: 3089.350342
	Iteration 20F: 3 clusters Score -1657462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1657485.000000 Penalty: 3089.350342
	Iteration 21Q: 3 clusters Score -1657485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1657504.250000 Penalty: 3089.350342
	Iteration 22Q: 3 clusters Score -1657504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1657518.750000 Penalty: 3089.350342
	Iteration 23Q: 3 clusters Score -1657519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1657529.750000 Penalty: 3089.350342
	Iteration 24Q: 3 clusters Score -1657530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1657536.875000 Penalty: 3089.350342
	Iteration 25Q: 3 clusters Score -1657537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1657547.000000 Penalty: 3089.350342
	Iteration 26Q: 3 clusters Score -1657547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1657563.125000 Penalty: 3089.350342
	Iteration 27Q: 3 clusters Score -1657563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1657576.500000 Penalty: 3089.350342
	Iteration 28Q: 3 clusters Score -1657576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1657587.250000 Penalty: 3089.350342
	Iteration 29Q: 3 clusters Score -1657587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1657591.625000 Penalty: 3089.350342
	Iteration 30Q: 3 clusters Score -1657592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1657604.625000 Penalty: 3089.350342
	Iteration 31Q: 3 clusters Score -1657605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1657610.000000 Penalty: 3089.350342
	Iteration 32Q: 3 clusters Score -1657610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1657612.750000 Penalty: 3089.350342
	Iteration 33Q: 3 clusters Score -1657613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1657615.000000 Penalty: 3089.350342
	Iteration 34Q: 3 clusters Score -1657615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1657618.750000 Penalty: 3089.350342
	Iteration 35Q: 3 clusters Score -1657619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1657618.750000 Penalty: 3089.350342
	Iteration 36F: 3 clusters Score -1657619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (51978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Entering Unmasked Estep 
Score: -6348416.500000 Penalty: 1764.518555
	Iteration 0F: 2 clusters Score -6348416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6313524.000000 Penalty: 3529.037109
	Iteration 0F: 3 clusters Score -6313524 nChanged 24461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -6327518.000000 Penalty: 3529.037109
	Iteration 1F: 3 clusters Score -6327518 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -6327972.500000 Penalty: 3529.037109
	Iteration 2Q: 3 clusters Score -6327972 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -6328588.000000 Penalty: 3529.037109
	Iteration 3Q: 3 clusters Score -6328588 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -6329449.000000 Penalty: 3529.037109
	Iteration 4Q: 3 clusters Score -6329449 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -6330762.000000 Penalty: 3529.037109
	Iteration 5F: 3 clusters Score -6330762 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -6333011.500000 Penalty: 3529.037109
	Iteration 6F: 3 clusters Score -6333012 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6336471.000000 Penalty: 3529.037109
	Iteration 7F: 3 clusters Score -6336471 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6340626.500000 Penalty: 3529.037109
	Iteration 8F: 3 clusters Score -6340626 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -6344034.500000 Penalty: 3529.037109
	Iteration 9F: 3 clusters Score -6344034 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -6345873.500000 Penalty: 3529.037109
	Iteration 10Q: 3 clusters Score -6345874 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -6346477.500000 Penalty: 3529.037109
	Iteration 11Q: 3 clusters Score -6346478 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -6346682.000000 Penalty: 3529.037109
	Iteration 12Q: 3 clusters Score -6346682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -6346782.000000 Penalty: 3529.037109
	Iteration 13Q: 3 clusters Score -6346782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -6346796.000000 Penalty: 3529.037109
	Iteration 14Q: 3 clusters Score -6346796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -6346833.500000 Penalty: 3529.037109
	Iteration 15Q: 3 clusters Score -6346834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6346842.500000 Penalty: 3529.037109
	Iteration 16Q: 3 clusters Score -6346842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -6346843.000000 Penalty: 3529.037109
	Iteration 17Q: 3 clusters Score -6346843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6346846.000000 Penalty: 3529.037109
	Iteration 18Q: 3 clusters Score -6346846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -6346847.500000 Penalty: 3529.037109
	Iteration 19Q: 3 clusters Score -6346848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -6346851.000000 Penalty: 3529.037109
	Iteration 20F: 3 clusters Score -6346851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -44724.507812 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -44724.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43740.675781 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -43740.68 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43986.855469 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -43986.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44122.578125 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -44122.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44252.550781 Penalty: 2005.802612
	Iteration 3F: 3 clusters Score -44252.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44373.296875 Penalty: 2005.802612
	Iteration 4F: 3 clusters Score -44373.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44449.660156 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -44449.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44527.480469 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -44527.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44649.628906 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -44649.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44809.457031 Penalty: 2005.802612
	Iteration 8F: 3 clusters Score -44809.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45004.640625 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -45004.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45138.941406 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -45138.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45353.761719 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -45353.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45575.402344 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -45575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45797.171875 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -45797.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45849.738281 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -45849.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45866.949219 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -45866.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45866.949219 Penalty: 2005.802612
	Iteration 16F: 3 clusters Score -45866.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 186 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 293 members 
Entering Unmasked Estep 
Score: -141708976.000000 Penalty: 79403.289062
Splitting cluster 32 changes total score from -141709216.000000 to -141708976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Entering Unmasked Estep 
Score: -288318.031250 Penalty: 1271.926636
	Iteration 0F: 2 clusters Score -288318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -285957.531250 Penalty: 2543.853271
	Iteration 0F: 3 clusters Score -285957.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -286644.187500 Penalty: 2543.853271
	Iteration 1F: 3 clusters Score -286644.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -286804.093750 Penalty: 2543.853271
	Iteration 2F: 3 clusters Score -286804.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -286896.625000 Penalty: 2543.853271
	Iteration 3F: 3 clusters Score -286896.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -286963.312500 Penalty: 2543.853271
	Iteration 4Q: 3 clusters Score -286963.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -287028.437500 Penalty: 2543.853271
	Iteration 5Q: 3 clusters Score -287028.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -287078.531250 Penalty: 2543.853271
	Iteration 6Q: 3 clusters Score -287078.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -287126.125000 Penalty: 2543.853271
	Iteration 7Q: 3 clusters Score -287126.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -287179.906250 Penalty: 2543.853271
	Iteration 8Q: 3 clusters Score -287179.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -287237.937500 Penalty: 2543.853271
	Iteration 9Q: 3 clusters Score -287237.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -287278.750000 Penalty: 2543.853271
	Iteration 10Q: 3 clusters Score -287278.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -287320.750000 Penalty: 2543.853271
	Iteration 11Q: 3 clusters Score -287320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -287352.937500 Penalty: 2543.853271
	Iteration 12Q: 3 clusters Score -287352.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -287383.000000 Penalty: 2543.853271
	Iteration 13Q: 3 clusters Score -287383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -287403.281250 Penalty: 2543.853271
	Iteration 14Q: 3 clusters Score -287403.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -287427.593750 Penalty: 2543.853271
	Iteration 15Q: 3 clusters Score -287427.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -287458.468750 Penalty: 2543.853271
	Iteration 16Q: 3 clusters Score -287458.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -287491.281250 Penalty: 2543.853271
	Iteration 17Q: 3 clusters Score -287491.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -287517.281250 Penalty: 2543.853271
	Iteration 18Q: 3 clusters Score -287517.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -287542.781250 Penalty: 2543.853271
	Iteration 19Q: 3 clusters Score -287542.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -287571.375000 Penalty: 2543.853271
	Iteration 20F: 3 clusters Score -287571.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -287608.375000 Penalty: 2543.853271
	Iteration 21Q: 3 clusters Score -287608.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -287637.437500 Penalty: 2543.853271
	Iteration 22Q: 3 clusters Score -287637.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -287668.906250 Penalty: 2543.853271
	Iteration 23Q: 3 clusters Score -287668.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -287695.062500 Penalty: 2543.853271
	Iteration 24Q: 3 clusters Score -287695.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -287717.375000 Penalty: 2543.853271
	Iteration 25Q: 3 clusters Score -287717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -287741.687500 Penalty: 2543.853271
	Iteration 26Q: 3 clusters Score -287741.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -287758.625000 Penalty: 2543.853271
	Iteration 27Q: 3 clusters Score -287758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -287776.906250 Penalty: 2543.853271
	Iteration 28Q: 3 clusters Score -287776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -287786.468750 Penalty: 2543.853271
	Iteration 29Q: 3 clusters Score -287786.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -287795.625000 Penalty: 2543.853271
	Iteration 30Q: 3 clusters Score -287795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -287804.750000 Penalty: 2543.853271
	Iteration 31Q: 3 clusters Score -287804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -287817.281250 Penalty: 2543.853271
	Iteration 32Q: 3 clusters Score -287817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -287825.843750 Penalty: 2543.853271
	Iteration 33Q: 3 clusters Score -287825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -287830.250000 Penalty: 2543.853271
	Iteration 34Q: 3 clusters Score -287830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -287838.937500 Penalty: 2543.853271
	Iteration 35Q: 3 clusters Score -287838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -287841.531250 Penalty: 2543.853271
	Iteration 36Q: 3 clusters Score -287841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -287847.187500 Penalty: 2543.853271
	Iteration 37Q: 3 clusters Score -287847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -287850.000000 Penalty: 2543.853271
	Iteration 38Q: 3 clusters Score -287850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -287851.750000 Penalty: 2543.853271
	Iteration 39Q: 3 clusters Score -287851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -287858.593750 Penalty: 2543.853271
	Iteration 40F: 3 clusters Score -287858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -287873.781250 Penalty: 2543.853271
	Iteration 41Q: 3 clusters Score -287873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -287875.593750 Penalty: 2543.853271
	Iteration 42Q: 3 clusters Score -287875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -287875.593750 Penalty: 2543.853271
	Iteration 43F: 3 clusters Score -287875.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -21788.732422 Penalty: 933.758057
	Iteration 0F: 2 clusters Score -21788.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21068.166016 Penalty: 1867.516113
	Iteration 0F: 3 clusters Score -21068.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21370.150391 Penalty: 1867.516113
	Iteration 1F: 3 clusters Score -21370.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21504.884766 Penalty: 1867.516113
	Iteration 2F: 3 clusters Score -21504.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21566.287109 Penalty: 1867.516113
	Iteration 3Q: 3 clusters Score -21566.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21637.593750 Penalty: 1867.516113
	Iteration 4Q: 3 clusters Score -21637.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21687.564453 Penalty: 1867.516113
	Iteration 5Q: 3 clusters Score -21687.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21719.009766 Penalty: 1867.516113
	Iteration 6Q: 3 clusters Score -21719.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21745.201172 Penalty: 1867.516113
	Iteration 7Q: 3 clusters Score -21745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21768.974609 Penalty: 1867.516113
	Iteration 8Q: 3 clusters Score -21768.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21785.679688 Penalty: 1867.516113
	Iteration 9Q: 3 clusters Score -21785.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21792.500000 Penalty: 1867.516113
	Iteration 10Q: 3 clusters Score -21792.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21802.957031 Penalty: 1867.516113
	Iteration 11Q: 3 clusters Score -21802.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21802.957031 Penalty: 1867.516113
	Iteration 12F: 3 clusters Score -21802.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 154 members 
Mstep: Class 35 contains 159 members 
Entering Unmasked Estep 
Score: -141707824.000000 Penalty: 79403.289062
Splitting cluster 34 changes total score from -141709216.000000 to -141707824.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 112512 members 
Mstep: Class 3 contains 121338 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104992 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 117281 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117435 members 
Mstep: Class 21 contains 76467 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 87552 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 5887 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141709504.000000 Penalty: 77134.625000
Iteration 119Q: 35 clusters Score -1.417095e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 112279 members 
Mstep: Class 3 contains 120031 members 
Mstep: Class 4 contains 6954 members 
Mstep: Class 5 contains 8945 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 13812 members 
Mstep: Class 10 contains 124352 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104853 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 10532 members 
Mstep: Class 16 contains 116896 members 
Mstep: Class 17 contains 7910 members 
Mstep: Class 18 contains 16644 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 117315 members 
Mstep: Class 21 contains 75809 members 
Mstep: Class 22 contains 4105 members 
Mstep: Class 23 contains 90585 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 13423 members 
Mstep: Class 31 contains 51958 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2500 members 
Mstep: Class 34 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141710112.000000 Penalty: 77134.625000
Iteration 120F: 35 clusters Score -1.417101e+08 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 112030 members 
Mstep: Class 3 contains 118710 members 
Mstep: Class 4 contains 6960 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 1405 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 124251 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104687 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 14 contains 3108 members 
Mstep: Class 15 contains 10525 members 
Mstep: Class 16 contains 116400 members 
Mstep: Class 17 contains 7895 members 
Mstep: Class 18 contains 16619 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 117170 members 
Mstep: Class 21 contains 75145 members 
Mstep: Class 22 contains 4126 members 
Mstep: Class 23 contains 93847 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 6691 members 
Mstep: Class 28 contains 5799 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 13409 members 
Mstep: Class 31 contains 51949 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141710880.000000 Penalty: 77134.625000
Iteration 121Q: 35 clusters Score -1.417109e+08 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114533 members 
Mstep: Class 2 contains 111704 members 
Mstep: Class 3 contains 117318 members 
Mstep: Class 4 contains 6972 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 1405 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 10 contains 124117 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 104516 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 115920 members 
Mstep: Class 17 contains 7891 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 117021 members 
Mstep: Class 21 contains 74526 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 97222 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 672 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 5753 members 
Mstep: Class 29 contains 456 members 
Mstep: Class 30 contains 13401 members 
Mstep: Class 31 contains 51942 members 
Mstep: Class 32 contains 482 members 
Mstep: Class 33 contains 2495 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141711408.000000 Penalty: 77134.625000
Iteration 122Q: 35 clusters Score -1.417114e+08 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 111398 members 
Mstep: Class 3 contains 115958 members 
Mstep: Class 4 contains 6978 members 
Mstep: Class 5 contains 8882 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 10449 members 
Mstep: Class 9 contains 13810 members 
Mstep: Class 10 contains 123903 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 104350 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 10537 members 
Mstep: Class 16 contains 115413 members 
Mstep: Class 17 contains 7879 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 116896 members 
Mstep: Class 21 contains 73943 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 100646 members 
Mstep: Class 24 contains 1708 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 5697 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13403 members 
Mstep: Class 31 contains 51901 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 2494 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141712464.000000 Penalty: 77134.625000
Iteration 123Q: 35 clusters Score -1.417125e+08 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 111125 members 
Mstep: Class 3 contains 114918 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 13825 members 
Mstep: Class 10 contains 123732 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 104268 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 10549 members 
Mstep: Class 16 contains 114970 members 
Mstep: Class 17 contains 7859 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 116687 members 
Mstep: Class 21 contains 73322 members 
Mstep: Class 22 contains 4160 members 
Mstep: Class 23 contains 103636 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 1140 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 5640 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 13397 members 
Mstep: Class 31 contains 51862 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713216.000000 Penalty: 77134.625000
Iteration 124Q: 35 clusters Score -1.417132e+08 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114424 members 
Mstep: Class 2 contains 110886 members 
Mstep: Class 3 contains 114101 members 
Mstep: Class 4 contains 6993 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 13850 members 
Mstep: Class 10 contains 123651 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 104177 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 10554 members 
Mstep: Class 16 contains 114661 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 116395 members 
Mstep: Class 21 contains 72656 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 106203 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 5576 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13385 members 
Mstep: Class 31 contains 51847 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 2495 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713856.000000 Penalty: 77134.625000
Iteration 125Q: 35 clusters Score -1.417139e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 110607 members 
Mstep: Class 3 contains 113416 members 
Mstep: Class 4 contains 7002 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 13870 members 
Mstep: Class 10 contains 123544 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 104131 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3121 members 
Mstep: Class 15 contains 10557 members 
Mstep: Class 16 contains 114499 members 
Mstep: Class 17 contains 7818 members 
Mstep: Class 18 contains 16528 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 116051 members 
Mstep: Class 21 contains 71992 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 108577 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6719 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 13383 members 
Mstep: Class 31 contains 51821 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 2489 members 
Mstep: Class 34 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715056.000000 Penalty: 77134.625000
Iteration 126Q: 35 clusters Score -1.417151e+08 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 110348 members 
Mstep: Class 3 contains 113033 members 
Mstep: Class 4 contains 7011 members 
Mstep: Class 5 contains 8847 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 123460 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 104095 members 
Mstep: Class 13 contains 8065 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 10563 members 
Mstep: Class 16 contains 114437 members 
Mstep: Class 17 contains 7800 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115776 members 
Mstep: Class 21 contains 71379 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 110406 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 672 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 452 members 
Mstep: Class 30 contains 13373 members 
Mstep: Class 31 contains 51770 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 2486 members 
Mstep: Class 34 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715344.000000 Penalty: 77134.625000
Iteration 127Q: 35 clusters Score -1.417153e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 110106 members 
Mstep: Class 3 contains 112817 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 8815 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10420 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 123332 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 104059 members 
Mstep: Class 13 contains 8076 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 10565 members 
Mstep: Class 16 contains 114455 members 
Mstep: Class 17 contains 7791 members 
Mstep: Class 18 contains 16486 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115519 members 
Mstep: Class 21 contains 70703 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 112029 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 5403 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13364 members 
Mstep: Class 31 contains 51721 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 2485 members 
Mstep: Class 34 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715392.000000 Penalty: 77134.625000
Iteration 128Q: 35 clusters Score -1.417154e+08 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 109854 members 
Mstep: Class 3 contains 112730 members 
Mstep: Class 4 contains 7025 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 10412 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 123202 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 104042 members 
Mstep: Class 13 contains 8083 members 
Mstep: Class 14 contains 3121 members 
Mstep: Class 15 contains 10569 members 
Mstep: Class 16 contains 114597 members 
Mstep: Class 17 contains 7782 members 
Mstep: Class 18 contains 16473 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115378 members 
Mstep: Class 21 contains 69966 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 113355 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 6610 members 
Mstep: Class 28 contains 5359 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13364 members 
Mstep: Class 31 contains 51665 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 2483 members 
Mstep: Class 34 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716048.000000 Penalty: 77134.625000
Iteration 129Q: 35 clusters Score -1.41716e+08 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 109592 members 
Mstep: Class 3 contains 112716 members 
Mstep: Class 4 contains 7029 members 
Mstep: Class 5 contains 8737 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 123113 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 104009 members 
Mstep: Class 13 contains 8088 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 10569 members 
Mstep: Class 16 contains 114760 members 
Mstep: Class 17 contains 7778 members 
Mstep: Class 18 contains 16451 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115269 members 
Mstep: Class 21 contains 69173 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 114542 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 1140 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6578 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13358 members 
Mstep: Class 31 contains 51613 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2482 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716832.000000 Penalty: 77134.625000
Iteration 130Q: 35 clusters Score -1.417168e+08 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 109390 members 
Mstep: Class 3 contains 112821 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 123032 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103976 members 
Mstep: Class 13 contains 8093 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 10568 members 
Mstep: Class 16 contains 114960 members 
Mstep: Class 17 contains 7774 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115213 members 
Mstep: Class 21 contains 68366 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 115435 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 5277 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13363 members 
Mstep: Class 31 contains 51580 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2483 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716400.000000 Penalty: 77134.625000
Iteration 131Q: 35 clusters Score -1.417164e+08 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 109212 members 
Mstep: Class 3 contains 112996 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 8683 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10391 members 
Mstep: Class 9 contains 13933 members 
Mstep: Class 10 contains 122964 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 10556 members 
Mstep: Class 16 contains 115238 members 
Mstep: Class 17 contains 7775 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115135 members 
Mstep: Class 21 contains 67597 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 116134 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6488 members 
Mstep: Class 28 contains 5226 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13380 members 
Mstep: Class 31 contains 51494 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2478 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716688.000000 Penalty: 77134.625000
Iteration 132Q: 35 clusters Score -1.417167e+08 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 109032 members 
Mstep: Class 3 contains 113236 members 
Mstep: Class 4 contains 7046 members 
Mstep: Class 5 contains 8662 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 13955 members 
Mstep: Class 10 contains 122948 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103967 members 
Mstep: Class 13 contains 8102 members 
Mstep: Class 14 contains 3127 members 
Mstep: Class 15 contains 10550 members 
Mstep: Class 16 contains 115607 members 
Mstep: Class 17 contains 7771 members 
Mstep: Class 18 contains 16387 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115098 members 
Mstep: Class 21 contains 66851 members 
Mstep: Class 22 contains 4192 members 
Mstep: Class 23 contains 116562 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 5175 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13393 members 
Mstep: Class 31 contains 51424 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2476 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716848.000000 Penalty: 77134.625000
Iteration 133Q: 35 clusters Score -1.417168e+08 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 108888 members 
Mstep: Class 3 contains 113505 members 
Mstep: Class 4 contains 7049 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 13979 members 
Mstep: Class 10 contains 122964 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103980 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 116022 members 
Mstep: Class 17 contains 7770 members 
Mstep: Class 18 contains 16373 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115075 members 
Mstep: Class 21 contains 66130 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 116737 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6419 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13398 members 
Mstep: Class 31 contains 51373 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2476 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717168.000000 Penalty: 77134.625000
Iteration 134Q: 35 clusters Score -1.417172e+08 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 115499 members 
Mstep: Class 2 contains 108777 members 
Mstep: Class 3 contains 113715 members 
Mstep: Class 4 contains 7057 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 10359 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 123019 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103984 members 
Mstep: Class 13 contains 8099 members 
Mstep: Class 14 contains 3131 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 16 contains 116496 members 
Mstep: Class 17 contains 7771 members 
Mstep: Class 18 contains 16354 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115165 members 
Mstep: Class 21 contains 65438 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 116672 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 5105 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13418 members 
Mstep: Class 31 contains 51327 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2477 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717280.000000 Penalty: 77134.625000
Iteration 135Q: 35 clusters Score -1.417173e+08 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 108669 members 
Mstep: Class 3 contains 113983 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 10355 members 
Mstep: Class 9 contains 14005 members 
Mstep: Class 10 contains 123128 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103985 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 3131 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 117013 members 
Mstep: Class 17 contains 7772 members 
Mstep: Class 18 contains 16330 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115236 members 
Mstep: Class 21 contains 64748 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 116442 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 6373 members 
Mstep: Class 28 contains 5069 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13434 members 
Mstep: Class 31 contains 51310 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2478 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717056.000000 Penalty: 77134.625000
Iteration 136Q: 35 clusters Score -1.417171e+08 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 108597 members 
Mstep: Class 3 contains 114271 members 
Mstep: Class 4 contains 7062 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10356 members 
Mstep: Class 9 contains 14013 members 
Mstep: Class 10 contains 123245 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103962 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 3133 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 117521 members 
Mstep: Class 17 contains 7774 members 
Mstep: Class 18 contains 16312 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115369 members 
Mstep: Class 21 contains 64093 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 116058 members 
Mstep: Class 24 contains 1735 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 6356 members 
Mstep: Class 28 contains 5031 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13446 members 
Mstep: Class 31 contains 51283 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2478 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716640.000000 Penalty: 77134.625000
Iteration 137Q: 35 clusters Score -1.417166e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 116035 members 
Mstep: Class 2 contains 108548 members 
Mstep: Class 3 contains 114494 members 
Mstep: Class 4 contains 7063 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 14007 members 
Mstep: Class 10 contains 123352 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103947 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 10527 members 
Mstep: Class 16 contains 118008 members 
Mstep: Class 17 contains 7776 members 
Mstep: Class 18 contains 16307 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115574 members 
Mstep: Class 21 contains 63463 members 
Mstep: Class 22 contains 4198 members 
Mstep: Class 23 contains 115608 members 
Mstep: Class 24 contains 1735 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 6337 members 
Mstep: Class 28 contains 5005 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13453 members 
Mstep: Class 31 contains 51282 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2477 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716416.000000 Penalty: 77134.625000
Iteration 138Q: 35 clusters Score -1.417164e+08 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 108531 members 
Mstep: Class 3 contains 114756 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10348 members 
Mstep: Class 9 contains 14000 members 
Mstep: Class 10 contains 123470 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103933 members 
Mstep: Class 13 contains 8087 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 10522 members 
Mstep: Class 16 contains 118434 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 16308 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115756 members 
Mstep: Class 21 contains 62846 members 
Mstep: Class 22 contains 4198 members 
Mstep: Class 23 contains 115104 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 6330 members 
Mstep: Class 28 contains 4979 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13463 members 
Mstep: Class 31 contains 51292 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2478 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716368.000000 Penalty: 77134.625000
Iteration 139Q: 35 clusters Score -1.417164e+08 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 108495 members 
Mstep: Class 3 contains 115096 members 
Mstep: Class 4 contains 7077 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10347 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 123561 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103927 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 10513 members 
Mstep: Class 16 contains 118788 members 
Mstep: Class 17 contains 7778 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 115991 members 
Mstep: Class 21 contains 62283 members 
Mstep: Class 22 contains 4201 members 
Mstep: Class 23 contains 114566 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 4943 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13478 members 
Mstep: Class 31 contains 51277 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2474 members 
Mstep: Class 34 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716528.000000 Penalty: 77134.625000
Iteration 140F: 35 clusters Score -1.417165e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 108461 members 
Mstep: Class 3 contains 115430 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 10353 members 
Mstep: Class 9 contains 13988 members 
Mstep: Class 10 contains 123659 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 103908 members 
Mstep: Class 13 contains 8090 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 10496 members 
Mstep: Class 16 contains 119169 members 
Mstep: Class 17 contains 7777 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 116227 members 
Mstep: Class 21 contains 61705 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 114081 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 667 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13501 members 
Mstep: Class 31 contains 51256 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2471 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715840.000000 Penalty: 77134.625000
Iteration 141Q: 35 clusters Score -1.417158e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 116718 members 
Mstep: Class 2 contains 108442 members 
Mstep: Class 3 contains 115682 members 
Mstep: Class 4 contains 7090 members 
Mstep: Class 5 contains 8510 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 10355 members 
Mstep: Class 9 contains 13984 members 
Mstep: Class 10 contains 123744 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 103916 members 
Mstep: Class 13 contains 8088 members 
Mstep: Class 14 contains 3152 members 
Mstep: Class 15 contains 10480 members 
Mstep: Class 16 contains 119454 members 
Mstep: Class 17 contains 7772 members 
Mstep: Class 18 contains 16301 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 116475 members 
Mstep: Class 21 contains 61171 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 113671 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 6312 members 
Mstep: Class 28 contains 4886 members 
Mstep: Class 29 contains 452 members 
Mstep: Class 30 contains 13516 members 
Mstep: Class 31 contains 51223 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2469 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715952.000000 Penalty: 77134.625000
Iteration 142Q: 35 clusters Score -1.41716e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 116849 members 
Mstep: Class 2 contains 108461 members 
Mstep: Class 3 contains 115834 members 
Mstep: Class 4 contains 7100 members 
Mstep: Class 5 contains 8504 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10359 members 
Mstep: Class 9 contains 13980 members 
Mstep: Class 10 contains 123811 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 103929 members 
Mstep: Class 13 contains 8090 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 15 contains 10472 members 
Mstep: Class 16 contains 119736 members 
Mstep: Class 17 contains 7771 members 
Mstep: Class 18 contains 16303 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 116741 members 
Mstep: Class 21 contains 60643 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 113302 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 4861 members 
Mstep: Class 29 contains 452 members 
Mstep: Class 30 contains 13524 members 
Mstep: Class 31 contains 51209 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 2470 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715712.000000 Penalty: 77134.625000
Iteration 143Q: 35 clusters Score -1.417157e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 108492 members 
Mstep: Class 3 contains 115957 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 10358 members 
Mstep: Class 9 contains 13982 members 
Mstep: Class 10 contains 123856 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 103920 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 119984 members 
Mstep: Class 17 contains 7767 members 
Mstep: Class 18 contains 16302 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 116928 members 
Mstep: Class 21 contains 60178 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113069 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6308 members 
Mstep: Class 28 contains 4844 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13524 members 
Mstep: Class 31 contains 51180 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2472 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715456.000000 Penalty: 77134.625000
Iteration 144Q: 35 clusters Score -1.417155e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117060 members 
Mstep: Class 2 contains 108541 members 
Mstep: Class 3 contains 116060 members 
Mstep: Class 4 contains 7112 members 
Mstep: Class 5 contains 8493 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 13981 members 
Mstep: Class 10 contains 123890 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103892 members 
Mstep: Class 13 contains 8092 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 10464 members 
Mstep: Class 16 contains 120214 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 18 contains 16297 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117077 members 
Mstep: Class 21 contains 59736 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 112930 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13545 members 
Mstep: Class 31 contains 51146 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2472 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715328.000000 Penalty: 77134.625000
Iteration 145Q: 35 clusters Score -1.417153e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 108590 members 
Mstep: Class 3 contains 116161 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 8482 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 13979 members 
Mstep: Class 10 contains 123923 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103872 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 120444 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 18 contains 16303 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117195 members 
Mstep: Class 21 contains 59284 members 
Mstep: Class 22 contains 4210 members 
Mstep: Class 23 contains 112850 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 1140 members 
Mstep: Class 26 contains 672 members 
Mstep: Class 27 contains 6290 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13553 members 
Mstep: Class 31 contains 51113 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2471 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715056.000000 Penalty: 77134.625000
Iteration 146Q: 35 clusters Score -1.417151e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 108631 members 
Mstep: Class 3 contains 116201 members 
Mstep: Class 4 contains 7121 members 
Mstep: Class 5 contains 8474 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 10362 members 
Mstep: Class 9 contains 13990 members 
Mstep: Class 10 contains 123964 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103858 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 120678 members 
Mstep: Class 17 contains 7765 members 
Mstep: Class 18 contains 16300 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117319 members 
Mstep: Class 21 contains 58872 members 
Mstep: Class 22 contains 4210 members 
Mstep: Class 23 contains 112802 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 672 members 
Mstep: Class 27 contains 6286 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13569 members 
Mstep: Class 31 contains 51057 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2473 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714528.000000 Penalty: 77134.625000
Iteration 147Q: 35 clusters Score -1.417145e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 108627 members 
Mstep: Class 3 contains 116272 members 
Mstep: Class 4 contains 7126 members 
Mstep: Class 5 contains 8468 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 123978 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103837 members 
Mstep: Class 13 contains 8089 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 120919 members 
Mstep: Class 17 contains 7763 members 
Mstep: Class 18 contains 16298 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117473 members 
Mstep: Class 21 contains 58439 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 112755 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13592 members 
Mstep: Class 31 contains 51008 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2472 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714704.000000 Penalty: 77134.625000
Iteration 148Q: 35 clusters Score -1.417147e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 108643 members 
Mstep: Class 3 contains 116269 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 8461 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 13994 members 
Mstep: Class 10 contains 124014 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103827 members 
Mstep: Class 13 contains 8095 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 10453 members 
Mstep: Class 16 contains 121141 members 
Mstep: Class 17 contains 7767 members 
Mstep: Class 18 contains 16299 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117601 members 
Mstep: Class 21 contains 58009 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 112774 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6280 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13607 members 
Mstep: Class 31 contains 50967 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2472 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714272.000000 Penalty: 77134.625000
Iteration 149Q: 35 clusters Score -1.417143e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 108664 members 
Mstep: Class 3 contains 116307 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 8453 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10358 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 124049 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103813 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 10451 members 
Mstep: Class 16 contains 121326 members 
Mstep: Class 17 contains 7767 members 
Mstep: Class 18 contains 16292 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117686 members 
Mstep: Class 21 contains 57632 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 112807 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13619 members 
Mstep: Class 31 contains 50923 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2469 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714016.000000 Penalty: 77134.625000
Iteration 150Q: 35 clusters Score -1.41714e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 108716 members 
Mstep: Class 3 contains 116360 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 10353 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 124050 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103794 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 10451 members 
Mstep: Class 16 contains 121494 members 
Mstep: Class 17 contains 7766 members 
Mstep: Class 18 contains 16293 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117752 members 
Mstep: Class 21 contains 57269 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 112867 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 4731 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13639 members 
Mstep: Class 31 contains 50860 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714160.000000 Penalty: 77134.625000
Iteration 151Q: 35 clusters Score -1.417142e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 108746 members 
Mstep: Class 3 contains 116430 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 10349 members 
Mstep: Class 9 contains 14008 members 
Mstep: Class 10 contains 124088 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103793 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10448 members 
Mstep: Class 16 contains 121601 members 
Mstep: Class 17 contains 7763 members 
Mstep: Class 18 contains 16294 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117781 members 
Mstep: Class 21 contains 56949 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 112942 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6269 members 
Mstep: Class 28 contains 4708 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13650 members 
Mstep: Class 31 contains 50786 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2466 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714032.000000 Penalty: 77134.625000
Iteration 152Q: 35 clusters Score -1.41714e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117588 members 
Mstep: Class 2 contains 108798 members 
Mstep: Class 3 contains 116499 members 
Mstep: Class 4 contains 7149 members 
Mstep: Class 5 contains 8442 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14008 members 
Mstep: Class 10 contains 124152 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103782 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10443 members 
Mstep: Class 16 contains 121638 members 
Mstep: Class 17 contains 7760 members 
Mstep: Class 18 contains 16299 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117829 members 
Mstep: Class 21 contains 56643 members 
Mstep: Class 22 contains 4204 members 
Mstep: Class 23 contains 112982 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6264 members 
Mstep: Class 28 contains 4686 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13665 members 
Mstep: Class 31 contains 50709 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2466 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713840.000000 Penalty: 77134.625000
Iteration 153Q: 35 clusters Score -1.417138e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117671 members 
Mstep: Class 2 contains 108845 members 
Mstep: Class 3 contains 116592 members 
Mstep: Class 4 contains 7158 members 
Mstep: Class 5 contains 8435 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 10340 members 
Mstep: Class 9 contains 14010 members 
Mstep: Class 10 contains 124225 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103797 members 
Mstep: Class 13 contains 8110 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 121694 members 
Mstep: Class 17 contains 7754 members 
Mstep: Class 18 contains 16298 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117888 members 
Mstep: Class 21 contains 56333 members 
Mstep: Class 22 contains 4205 members 
Mstep: Class 23 contains 112967 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6259 members 
Mstep: Class 28 contains 4664 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13677 members 
Mstep: Class 31 contains 50633 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2464 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 77134.625000
Iteration 154Q: 35 clusters Score -1.417137e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 108869 members 
Mstep: Class 3 contains 116661 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 8436 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 10338 members 
Mstep: Class 9 contains 14011 members 
Mstep: Class 10 contains 124307 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103805 members 
Mstep: Class 13 contains 8116 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 121792 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 18 contains 16301 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117935 members 
Mstep: Class 21 contains 56041 members 
Mstep: Class 22 contains 4205 members 
Mstep: Class 23 contains 112900 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6249 members 
Mstep: Class 28 contains 4648 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13689 members 
Mstep: Class 31 contains 50579 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2463 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713792.000000 Penalty: 77134.625000
Iteration 155Q: 35 clusters Score -1.417138e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117795 members 
Mstep: Class 2 contains 108883 members 
Mstep: Class 3 contains 116734 members 
Mstep: Class 4 contains 7167 members 
Mstep: Class 5 contains 8442 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10340 members 
Mstep: Class 9 contains 14021 members 
Mstep: Class 10 contains 124394 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103811 members 
Mstep: Class 13 contains 8120 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 121840 members 
Mstep: Class 17 contains 7746 members 
Mstep: Class 18 contains 16305 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117980 members 
Mstep: Class 21 contains 55767 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 112910 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6243 members 
Mstep: Class 28 contains 4619 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13698 members 
Mstep: Class 31 contains 50535 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2463 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713600.000000 Penalty: 77134.625000
Iteration 156Q: 35 clusters Score -1.417136e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 108898 members 
Mstep: Class 3 contains 116810 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10342 members 
Mstep: Class 9 contains 14019 members 
Mstep: Class 10 contains 124463 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103794 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10445 members 
Mstep: Class 16 contains 121946 members 
Mstep: Class 17 contains 7748 members 
Mstep: Class 18 contains 16303 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 117996 members 
Mstep: Class 21 contains 55489 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 112929 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6233 members 
Mstep: Class 28 contains 4607 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13712 members 
Mstep: Class 31 contains 50495 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2463 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713232.000000 Penalty: 77134.625000
Iteration 157Q: 35 clusters Score -1.417132e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117866 members 
Mstep: Class 2 contains 108894 members 
Mstep: Class 3 contains 116835 members 
Mstep: Class 4 contains 7172 members 
Mstep: Class 5 contains 8452 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14018 members 
Mstep: Class 10 contains 124545 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103807 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10457 members 
Mstep: Class 16 contains 122013 members 
Mstep: Class 17 contains 7747 members 
Mstep: Class 18 contains 16305 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 118005 members 
Mstep: Class 21 contains 55207 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 113004 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6231 members 
Mstep: Class 28 contains 4591 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13719 members 
Mstep: Class 31 contains 50453 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141712752.000000 Penalty: 77134.625000
Iteration 158Q: 35 clusters Score -1.417128e+08 nChanged 1650
Entering ConstructFrom: 
Score: -141712752.000000 Penalty: 77134.625000
Entering ConstructFrom: 
Trying to split cluster 1 (117894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117894 members 
Entering Unmasked Estep 
Score: -14837514.000000 Penalty: 1897.600342
	Iteration 0F: 2 clusters Score -1.483751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -14762351.000000 Penalty: 3795.200684
	Iteration 0F: 3 clusters Score -1.476235e+07 nChanged 56591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -14795703.000000 Penalty: 3795.200684
	Iteration 1F: 3 clusters Score -1.47957e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -14796759.000000 Penalty: 3795.200684
	Iteration 2Q: 3 clusters Score -1.479676e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -14797922.000000 Penalty: 3795.200684
	Iteration 3Q: 3 clusters Score -1.479792e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -14800011.000000 Penalty: 3795.200684
	Iteration 4Q: 3 clusters Score -1.480001e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -14803373.000000 Penalty: 3795.200684
	Iteration 5F: 3 clusters Score -1.480337e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -14808697.000000 Penalty: 3795.200684
	Iteration 6F: 3 clusters Score -1.48087e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92497 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -14816012.000000 Penalty: 3795.200684
	Iteration 7F: 3 clusters Score -1.481601e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -14823926.000000 Penalty: 3795.200684
	Iteration 8F: 3 clusters Score -1.482393e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107796 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -14829721.000000 Penalty: 3795.200684
	Iteration 9F: 3 clusters Score -1.482972e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -14832653.000000 Penalty: 3795.200684
	Iteration 10Q: 3 clusters Score -1.483265e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114063 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -14834168.000000 Penalty: 3795.200684
	Iteration 11Q: 3 clusters Score -1.483417e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115342 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -14835026.000000 Penalty: 3795.200684
	Iteration 12Q: 3 clusters Score -1.483503e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116059 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14835455.000000 Penalty: 3795.200684
	Iteration 13Q: 3 clusters Score -1.483546e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116491 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14835654.000000 Penalty: 3795.200684
	Iteration 14Q: 3 clusters Score -1.483565e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14835792.000000 Penalty: 3795.200684
	Iteration 15Q: 3 clusters Score -1.483579e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116896 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -14835880.000000 Penalty: 3795.200684
	Iteration 16Q: 3 clusters Score -1.483588e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14835928.000000 Penalty: 3795.200684
	Iteration 17Q: 3 clusters Score -1.483593e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117054 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14835948.000000 Penalty: 3795.200684
	Iteration 18Q: 3 clusters Score -1.483595e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117095 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14835986.000000 Penalty: 3795.200684
	Iteration 19Q: 3 clusters Score -1.483599e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117136 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14835997.000000 Penalty: 3795.200684
	Iteration 20F: 3 clusters Score -1.4836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -14836018.000000 Penalty: 3795.200684
	Iteration 21Q: 3 clusters Score -1.483602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14836034.000000 Penalty: 3795.200684
	Iteration 22Q: 3 clusters Score -1.483603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117199 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14836054.000000 Penalty: 3795.200684
	Iteration 23Q: 3 clusters Score -1.483605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14836057.000000 Penalty: 3795.200684
	Iteration 24Q: 3 clusters Score -1.483606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117222 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14836068.000000 Penalty: 3795.200684
	Iteration 25Q: 3 clusters Score -1.483607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14836060.000000 Penalty: 3795.200684
	Iteration 26Q: 3 clusters Score -1.483606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14836071.000000 Penalty: 3795.200684
	Iteration 27Q: 3 clusters Score -1.483607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117230 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14836059.000000 Penalty: 3795.200684
	Iteration 28Q: 3 clusters Score -1.483606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117230 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14836059.000000 Penalty: 3795.200684
	Iteration 29Q: 3 clusters Score -1.483606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117231 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14836068.000000 Penalty: 3795.200684
	Iteration 30Q: 3 clusters Score -1.483607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14836071.000000 Penalty: 3795.200684
	Iteration 31Q: 3 clusters Score -1.483607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117236 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14836075.000000 Penalty: 3795.200684
	Iteration 32Q: 3 clusters Score -1.483608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14836080.000000 Penalty: 3795.200684
	Iteration 33Q: 3 clusters Score -1.483608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14836078.000000 Penalty: 3795.200684
	Iteration 34Q: 3 clusters Score -1.483608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14836093.000000 Penalty: 3795.200684
	Iteration 35Q: 3 clusters Score -1.483609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14836097.000000 Penalty: 3795.200684
	Iteration 36Q: 3 clusters Score -1.48361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14836098.000000 Penalty: 3795.200684
	Iteration 37Q: 3 clusters Score -1.48361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14836094.000000 Penalty: 3795.200684
	Iteration 38Q: 3 clusters Score -1.483609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14836094.000000 Penalty: 3795.200684
	Iteration 39F: 3 clusters Score -1.483609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Entering Unmasked Estep 
Score: -13705749.000000 Penalty: 1884.706543
	Iteration 0F: 2 clusters Score -1.370575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -13634823.000000 Penalty: 3769.413086
	Iteration 0F: 3 clusters Score -1.363482e+07 nChanged 51976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -13664865.000000 Penalty: 3769.413086
	Iteration 1F: 3 clusters Score -1.366486e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -13665989.000000 Penalty: 3769.413086
	Iteration 2Q: 3 clusters Score -1.366599e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -13667699.000000 Penalty: 3769.413086
	Iteration 3Q: 3 clusters Score -1.36677e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -13670750.000000 Penalty: 3769.413086
	Iteration 4F: 3 clusters Score -1.367075e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -13675421.000000 Penalty: 3769.413086
	Iteration 5F: 3 clusters Score -1.367542e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -13682010.000000 Penalty: 3769.413086
	Iteration 6F: 3 clusters Score -1.368201e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -13689642.000000 Penalty: 3769.413086
	Iteration 7F: 3 clusters Score -1.368964e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -13696212.000000 Penalty: 3769.413086
	Iteration 8F: 3 clusters Score -1.369621e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -13700207.000000 Penalty: 3769.413086
	Iteration 9Q: 3 clusters Score -1.370021e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -13702361.000000 Penalty: 3769.413086
	Iteration 10Q: 3 clusters Score -1.370236e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -13703277.000000 Penalty: 3769.413086
	Iteration 11Q: 3 clusters Score -1.370328e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -13703686.000000 Penalty: 3769.413086
	Iteration 12Q: 3 clusters Score -1.370369e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 107975 members 
Entering Unmasked Estep 
Score: -13703867.000000 Penalty: 3769.413086
	Iteration 13Q: 3 clusters Score -1.370387e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 108149 members 
Entering Unmasked Estep 
Score: -13703976.000000 Penalty: 3769.413086
	Iteration 14Q: 3 clusters Score -1.370398e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -13704071.000000 Penalty: 3769.413086
	Iteration 15Q: 3 clusters Score -1.370407e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -13704130.000000 Penalty: 3769.413086
	Iteration 16Q: 3 clusters Score -1.370413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -13704144.000000 Penalty: 3769.413086
	Iteration 17Q: 3 clusters Score -1.370414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -13704173.000000 Penalty: 3769.413086
	Iteration 18Q: 3 clusters Score -1.370417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -13704189.000000 Penalty: 3769.413086
	Iteration 19Q: 3 clusters Score -1.370419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -13704205.000000 Penalty: 3769.413086
	Iteration 20F: 3 clusters Score -1.37042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -13704219.000000 Penalty: 3769.413086
	Iteration 21Q: 3 clusters Score -1.370422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -13704207.000000 Penalty: 3769.413086
	Iteration 22Q: 3 clusters Score -1.370421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 108394 members 
Entering Unmasked Estep 
Score: -13704221.000000 Penalty: 3769.413086
	Iteration 23Q: 3 clusters Score -1.370422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -13704235.000000 Penalty: 3769.413086
	Iteration 24Q: 3 clusters Score -1.370424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 108418 members 
Entering Unmasked Estep 
Score: -13704238.000000 Penalty: 3769.413086
	Iteration 25Q: 3 clusters Score -1.370424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -13704241.000000 Penalty: 3769.413086
	Iteration 26Q: 3 clusters Score -1.370424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -13704237.000000 Penalty: 3769.413086
	Iteration 27Q: 3 clusters Score -1.370424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -13704243.000000 Penalty: 3769.413086
	Iteration 28Q: 3 clusters Score -1.370424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -13704248.000000 Penalty: 3769.413086
	Iteration 29Q: 3 clusters Score -1.370425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13704239.000000 Penalty: 3769.413086
	Iteration 30Q: 3 clusters Score -1.370424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13704232.000000 Penalty: 3769.413086
	Iteration 31Q: 3 clusters Score -1.370423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13704232.000000 Penalty: 3769.413086
	Iteration 32F: 3 clusters Score -1.370423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (116841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116841 members 
Entering Unmasked Estep 
Score: -14839903.000000 Penalty: 1896.142578
	Iteration 0F: 2 clusters Score -1.48399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -14766930.000000 Penalty: 3792.285156
	Iteration 0F: 3 clusters Score -1.476693e+07 nChanged 56033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -14799676.000000 Penalty: 3792.285156
	Iteration 1F: 3 clusters Score -1.479968e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -14800780.000000 Penalty: 3792.285156
	Iteration 2Q: 3 clusters Score -1.480078e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -14802041.000000 Penalty: 3792.285156
	Iteration 3Q: 3 clusters Score -1.480204e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -14803770.000000 Penalty: 3792.285156
	Iteration 4Q: 3 clusters Score -1.480377e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -14806370.000000 Penalty: 3792.285156
	Iteration 5Q: 3 clusters Score -1.480637e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -14810357.000000 Penalty: 3792.285156
	Iteration 6F: 3 clusters Score -1.481036e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -14815712.000000 Penalty: 3792.285156
	Iteration 7F: 3 clusters Score -1.481571e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -14821079.000000 Penalty: 3792.285156
	Iteration 8F: 3 clusters Score -1.482108e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -14824383.000000 Penalty: 3792.285156
	Iteration 9F: 3 clusters Score -1.482438e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -14825754.000000 Penalty: 3792.285156
	Iteration 10Q: 3 clusters Score -1.482575e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -14826229.000000 Penalty: 3792.285156
	Iteration 11Q: 3 clusters Score -1.482623e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -14826574.000000 Penalty: 3792.285156
	Iteration 12Q: 3 clusters Score -1.482657e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -14826862.000000 Penalty: 3792.285156
	Iteration 13Q: 3 clusters Score -1.482686e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -14827200.000000 Penalty: 3792.285156
	Iteration 14Q: 3 clusters Score -1.48272e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -14827504.000000 Penalty: 3792.285156
	Iteration 15Q: 3 clusters Score -1.48275e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -14827917.000000 Penalty: 3792.285156
	Iteration 16Q: 3 clusters Score -1.482792e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -14828247.000000 Penalty: 3792.285156
	Iteration 17Q: 3 clusters Score -1.482825e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -14828627.000000 Penalty: 3792.285156
	Iteration 18Q: 3 clusters Score -1.482863e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -14828908.000000 Penalty: 3792.285156
	Iteration 19Q: 3 clusters Score -1.482891e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -14829184.000000 Penalty: 3792.285156
	Iteration 20F: 3 clusters Score -1.482918e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -14829401.000000 Penalty: 3792.285156
	Iteration 21Q: 3 clusters Score -1.48294e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -14829581.000000 Penalty: 3792.285156
	Iteration 22Q: 3 clusters Score -1.482958e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -14829751.000000 Penalty: 3792.285156
	Iteration 23Q: 3 clusters Score -1.482975e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -14829932.000000 Penalty: 3792.285156
	Iteration 24Q: 3 clusters Score -1.482993e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -14830055.000000 Penalty: 3792.285156
	Iteration 25Q: 3 clusters Score -1.483006e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -14830179.000000 Penalty: 3792.285156
	Iteration 26Q: 3 clusters Score -1.483018e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -14830329.000000 Penalty: 3792.285156
	Iteration 27Q: 3 clusters Score -1.483033e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -14830459.000000 Penalty: 3792.285156
	Iteration 28Q: 3 clusters Score -1.483046e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -14830631.000000 Penalty: 3792.285156
	Iteration 29Q: 3 clusters Score -1.483063e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -14830716.000000 Penalty: 3792.285156
	Iteration 30Q: 3 clusters Score -1.483072e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -14830791.000000 Penalty: 3792.285156
	Iteration 31Q: 3 clusters Score -1.483079e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -14830859.000000 Penalty: 3792.285156
	Iteration 32Q: 3 clusters Score -1.483086e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -14830994.000000 Penalty: 3792.285156
	Iteration 33Q: 3 clusters Score -1.483099e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -14831071.000000 Penalty: 3792.285156
	Iteration 34Q: 3 clusters Score -1.483107e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -14831089.000000 Penalty: 3792.285156
	Iteration 35Q: 3 clusters Score -1.483109e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -14831135.000000 Penalty: 3792.285156
	Iteration 36Q: 3 clusters Score -1.483114e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -14831182.000000 Penalty: 3792.285156
	Iteration 37Q: 3 clusters Score -1.483118e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -14831267.000000 Penalty: 3792.285156
	Iteration 38Q: 3 clusters Score -1.483127e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -14831333.000000 Penalty: 3792.285156
	Iteration 39Q: 3 clusters Score -1.483133e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -14831384.000000 Penalty: 3792.285156
	Iteration 40F: 3 clusters Score -1.483138e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -14831455.000000 Penalty: 3792.285156
	Iteration 41Q: 3 clusters Score -1.483146e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -14831535.000000 Penalty: 3792.285156
	Iteration 42Q: 3 clusters Score -1.483154e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -14831570.000000 Penalty: 3792.285156
	Iteration 43Q: 3 clusters Score -1.483157e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -14831661.000000 Penalty: 3792.285156
	Iteration 44Q: 3 clusters Score -1.483166e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -14831685.000000 Penalty: 3792.285156
	Iteration 45Q: 3 clusters Score -1.483168e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -14831692.000000 Penalty: 3792.285156
	Iteration 46Q: 3 clusters Score -1.483169e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -14831794.000000 Penalty: 3792.285156
	Iteration 47Q: 3 clusters Score -1.483179e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -14831828.000000 Penalty: 3792.285156
	Iteration 48Q: 3 clusters Score -1.483183e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -14831882.000000 Penalty: 3792.285156
	Iteration 49Q: 3 clusters Score -1.483188e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -14831954.000000 Penalty: 3792.285156
	Iteration 50Q: 3 clusters Score -1.483195e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -14832015.000000 Penalty: 3792.285156
	Iteration 51Q: 3 clusters Score -1.483202e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -14832057.000000 Penalty: 3792.285156
	Iteration 52Q: 3 clusters Score -1.483206e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -14832201.000000 Penalty: 3792.285156
	Iteration 53Q: 3 clusters Score -1.48322e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -14832268.000000 Penalty: 3792.285156
	Iteration 54Q: 3 clusters Score -1.483227e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -14832345.000000 Penalty: 3792.285156
	Iteration 55Q: 3 clusters Score -1.483234e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -14832413.000000 Penalty: 3792.285156
	Iteration 56Q: 3 clusters Score -1.483241e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -14832446.000000 Penalty: 3792.285156
	Iteration 57Q: 3 clusters Score -1.483245e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 90865 members 
Entering Unmasked Estep 
Score: -14832499.000000 Penalty: 3792.285156
	Iteration 58Q: 3 clusters Score -1.48325e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -14832579.000000 Penalty: 3792.285156
	Iteration 59Q: 3 clusters Score -1.483258e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -14832675.000000 Penalty: 3792.285156
	Iteration 60F: 3 clusters Score -1.483268e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -14832708.000000 Penalty: 3792.285156
	Iteration 61Q: 3 clusters Score -1.483271e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -14832741.000000 Penalty: 3792.285156
	Iteration 62Q: 3 clusters Score -1.483274e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -14832833.000000 Penalty: 3792.285156
	Iteration 63Q: 3 clusters Score -1.483283e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -14832829.000000 Penalty: 3792.285156
	Iteration 64Q: 3 clusters Score -1.483283e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -14832836.000000 Penalty: 3792.285156
	Iteration 65Q: 3 clusters Score -1.483284e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -14832882.000000 Penalty: 3792.285156
	Iteration 66Q: 3 clusters Score -1.483288e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -14832947.000000 Penalty: 3792.285156
	Iteration 67Q: 3 clusters Score -1.483295e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -14833032.000000 Penalty: 3792.285156
	Iteration 68Q: 3 clusters Score -1.483303e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -14833113.000000 Penalty: 3792.285156
	Iteration 69Q: 3 clusters Score -1.483311e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -14833139.000000 Penalty: 3792.285156
	Iteration 70Q: 3 clusters Score -1.483314e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -14833250.000000 Penalty: 3792.285156
	Iteration 71Q: 3 clusters Score -1.483325e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -14833318.000000 Penalty: 3792.285156
	Iteration 72Q: 3 clusters Score -1.483332e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -14833371.000000 Penalty: 3792.285156
	Iteration 73Q: 3 clusters Score -1.483337e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -14833426.000000 Penalty: 3792.285156
	Iteration 74Q: 3 clusters Score -1.483343e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -14833462.000000 Penalty: 3792.285156
	Iteration 75Q: 3 clusters Score -1.483346e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -14833551.000000 Penalty: 3792.285156
	Iteration 76Q: 3 clusters Score -1.483355e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -14833583.000000 Penalty: 3792.285156
	Iteration 77Q: 3 clusters Score -1.483358e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -14833657.000000 Penalty: 3792.285156
	Iteration 78Q: 3 clusters Score -1.483366e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -14833729.000000 Penalty: 3792.285156
	Iteration 79Q: 3 clusters Score -1.483373e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -14833805.000000 Penalty: 3792.285156
	Iteration 80F: 3 clusters Score -1.48338e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -14833850.000000 Penalty: 3792.285156
	Iteration 81Q: 3 clusters Score -1.483385e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -14833988.000000 Penalty: 3792.285156
	Iteration 82Q: 3 clusters Score -1.483399e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -14834116.000000 Penalty: 3792.285156
	Iteration 83Q: 3 clusters Score -1.483412e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -14834266.000000 Penalty: 3792.285156
	Iteration 84Q: 3 clusters Score -1.483427e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -14834480.000000 Penalty: 3792.285156
	Iteration 85Q: 3 clusters Score -1.483448e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -14834728.000000 Penalty: 3792.285156
	Iteration 86Q: 3 clusters Score -1.483473e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -14834972.000000 Penalty: 3792.285156
	Iteration 87Q: 3 clusters Score -1.483497e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -14835205.000000 Penalty: 3792.285156
	Iteration 88Q: 3 clusters Score -1.48352e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -14835494.000000 Penalty: 3792.285156
	Iteration 89Q: 3 clusters Score -1.483549e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -14835825.000000 Penalty: 3792.285156
	Iteration 90Q: 3 clusters Score -1.483582e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -14836072.000000 Penalty: 3792.285156
	Iteration 91Q: 3 clusters Score -1.483607e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -14836409.000000 Penalty: 3792.285156
	Iteration 92Q: 3 clusters Score -1.483641e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -14836765.000000 Penalty: 3792.285156
	Iteration 93Q: 3 clusters Score -1.483676e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -14837195.000000 Penalty: 3792.285156
	Iteration 94Q: 3 clusters Score -1.48372e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -14837524.000000 Penalty: 3792.285156
	Iteration 95Q: 3 clusters Score -1.483752e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -14837826.000000 Penalty: 3792.285156
	Iteration 96Q: 3 clusters Score -1.483783e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -14838131.000000 Penalty: 3792.285156
	Iteration 97Q: 3 clusters Score -1.483813e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -14838342.000000 Penalty: 3792.285156
	Iteration 98Q: 3 clusters Score -1.483834e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -14838456.000000 Penalty: 3792.285156
	Iteration 99Q: 3 clusters Score -1.483846e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -14838682.000000 Penalty: 3792.285156
	Iteration 100F: 3 clusters Score -1.483868e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -14838839.000000 Penalty: 3792.285156
	Iteration 101Q: 3 clusters Score -1.483884e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -14838953.000000 Penalty: 3792.285156
	Iteration 102Q: 3 clusters Score -1.483895e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 111865 members 
Entering Unmasked Estep 
Score: -14838925.000000 Penalty: 3792.285156
	Iteration 103Q: 3 clusters Score -1.483892e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 112572 members 
Entering Unmasked Estep 
Score: -14838826.000000 Penalty: 3792.285156
	Iteration 104Q: 3 clusters Score -1.483883e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -14838858.000000 Penalty: 3792.285156
	Iteration 105Q: 3 clusters Score -1.483886e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 113780 members 
Entering Unmasked Estep 
Score: -14838775.000000 Penalty: 3792.285156
	Iteration 106Q: 3 clusters Score -1.483878e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -14838742.000000 Penalty: 3792.285156
	Iteration 107Q: 3 clusters Score -1.483874e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -14838689.000000 Penalty: 3792.285156
	Iteration 108Q: 3 clusters Score -1.483869e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 114964 members 
Entering Unmasked Estep 
Score: -14838714.000000 Penalty: 3792.285156
	Iteration 109Q: 3 clusters Score -1.483871e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 115208 members 
Entering Unmasked Estep 
Score: -14838719.000000 Penalty: 3792.285156
	Iteration 110Q: 3 clusters Score -1.483872e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 115394 members 
Entering Unmasked Estep 
Score: -14838735.000000 Penalty: 3792.285156
	Iteration 111Q: 3 clusters Score -1.483874e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -14838680.000000 Penalty: 3792.285156
	Iteration 112Q: 3 clusters Score -1.483868e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 115652 members 
Entering Unmasked Estep 
Score: -14838658.000000 Penalty: 3792.285156
	Iteration 113Q: 3 clusters Score -1.483866e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 115742 members 
Entering Unmasked Estep 
Score: -14838655.000000 Penalty: 3792.285156
	Iteration 114Q: 3 clusters Score -1.483866e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
Score: -14838643.000000 Penalty: 3792.285156
	Iteration 115Q: 3 clusters Score -1.483864e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -14838635.000000 Penalty: 3792.285156
	Iteration 116Q: 3 clusters Score -1.483864e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -14838625.000000 Penalty: 3792.285156
	Iteration 117Q: 3 clusters Score -1.483862e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -14838611.000000 Penalty: 3792.285156
	Iteration 118Q: 3 clusters Score -1.483861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -14838628.000000 Penalty: 3792.285156
	Iteration 119Q: 3 clusters Score -1.483863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -14838620.000000 Penalty: 3792.285156
	Iteration 120F: 3 clusters Score -1.483862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -14838637.000000 Penalty: 3792.285156
	Iteration 121Q: 3 clusters Score -1.483864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -14838637.000000 Penalty: 3792.285156
	Iteration 122Q: 3 clusters Score -1.483864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
Score: -14838644.000000 Penalty: 3792.285156
	Iteration 123Q: 3 clusters Score -1.483864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -14838634.000000 Penalty: 3792.285156
	Iteration 124Q: 3 clusters Score -1.483863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -14838632.000000 Penalty: 3792.285156
	Iteration 125Q: 3 clusters Score -1.483863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -14838619.000000 Penalty: 3792.285156
	Iteration 126Q: 3 clusters Score -1.483862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 116160 members 
Entering Unmasked Estep 
Score: -14838625.000000 Penalty: 3792.285156
	Iteration 127Q: 3 clusters Score -1.483862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 116169 members 
Entering Unmasked Estep 
Score: -14838639.000000 Penalty: 3792.285156
	Iteration 128Q: 3 clusters Score -1.483864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 116177 members 
Entering Unmasked Estep 
Score: -14838635.000000 Penalty: 3792.285156
	Iteration 129Q: 3 clusters Score -1.483864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 116186 members 
Entering Unmasked Estep 
Score: -14838636.000000 Penalty: 3792.285156
	Iteration 130Q: 3 clusters Score -1.483864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116191 members 
Entering Unmasked Estep 
Score: -14838633.000000 Penalty: 3792.285156
	Iteration 131Q: 3 clusters Score -1.483863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 116203 members 
Entering Unmasked Estep 
Score: -14838615.000000 Penalty: 3792.285156
	Iteration 132Q: 3 clusters Score -1.483862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 116213 members 
Entering Unmasked Estep 
Score: -14838602.000000 Penalty: 3792.285156
	Iteration 133Q: 3 clusters Score -1.48386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 116215 members 
Entering Unmasked Estep 
Score: -14838613.000000 Penalty: 3792.285156
	Iteration 134Q: 3 clusters Score -1.483861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 116216 members 
Entering Unmasked Estep 
Score: -14838610.000000 Penalty: 3792.285156
	Iteration 135Q: 3 clusters Score -1.483861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 116217 members 
Entering Unmasked Estep 
Score: -14838609.000000 Penalty: 3792.285156
	Iteration 136Q: 3 clusters Score -1.483861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -14838618.000000 Penalty: 3792.285156
	Iteration 137Q: 3 clusters Score -1.483862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -14838629.000000 Penalty: 3792.285156
	Iteration 138Q: 3 clusters Score -1.483863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 116221 members 
Entering Unmasked Estep 
Score: -14838619.000000 Penalty: 3792.285156
	Iteration 139Q: 3 clusters Score -1.483862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -14838621.000000 Penalty: 3792.285156
	Iteration 140F: 3 clusters Score -1.483862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Entering Unmasked Estep 
Score: -822134.125000 Penalty: 1442.755737
	Iteration 0F: 2 clusters Score -822134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -816815.812500 Penalty: 2885.511475
	Iteration 0F: 3 clusters Score -816815.8 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -818661.375000 Penalty: 2885.511475
	Iteration 1F: 3 clusters Score -818661.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -819058.937500 Penalty: 2885.511475
	Iteration 2F: 3 clusters Score -819058.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -819473.812500 Penalty: 2885.511475
	Iteration 3F: 3 clusters Score -819473.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -819872.375000 Penalty: 2885.511475
	Iteration 4F: 3 clusters Score -819872.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -820281.000000 Penalty: 2885.511475
	Iteration 5F: 3 clusters Score -820281 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -820651.000000 Penalty: 2885.511475
	Iteration 6F: 3 clusters Score -820651 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -820890.500000 Penalty: 2885.511475
	Iteration 7Q: 3 clusters Score -820890.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -821035.250000 Penalty: 2885.511475
	Iteration 8Q: 3 clusters Score -821035.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -821129.812500 Penalty: 2885.511475
	Iteration 9Q: 3 clusters Score -821129.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -821192.875000 Penalty: 2885.511475
	Iteration 10Q: 3 clusters Score -821192.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -821244.687500 Penalty: 2885.511475
	Iteration 11Q: 3 clusters Score -821244.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -821283.375000 Penalty: 2885.511475
	Iteration 12Q: 3 clusters Score -821283.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -821322.437500 Penalty: 2885.511475
	Iteration 13Q: 3 clusters Score -821322.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -821356.000000 Penalty: 2885.511475
	Iteration 14Q: 3 clusters Score -821356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -821381.312500 Penalty: 2885.511475
	Iteration 15Q: 3 clusters Score -821381.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -821407.000000 Penalty: 2885.511475
	Iteration 16Q: 3 clusters Score -821407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -821431.312500 Penalty: 2885.511475
	Iteration 17Q: 3 clusters Score -821431.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -821444.812500 Penalty: 2885.511475
	Iteration 18Q: 3 clusters Score -821444.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -821458.687500 Penalty: 2885.511475
	Iteration 19Q: 3 clusters Score -821458.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -821471.375000 Penalty: 2885.511475
	Iteration 20F: 3 clusters Score -821471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -821484.312500 Penalty: 2885.511475
	Iteration 21Q: 3 clusters Score -821484.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -821492.250000 Penalty: 2885.511475
	Iteration 22Q: 3 clusters Score -821492.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -821497.875000 Penalty: 2885.511475
	Iteration 23Q: 3 clusters Score -821497.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -821506.062500 Penalty: 2885.511475
	Iteration 24Q: 3 clusters Score -821506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -821513.812500 Penalty: 2885.511475
	Iteration 25Q: 3 clusters Score -821513.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -821524.187500 Penalty: 2885.511475
	Iteration 26Q: 3 clusters Score -821524.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -821532.687500 Penalty: 2885.511475
	Iteration 27Q: 3 clusters Score -821532.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -821543.687500 Penalty: 2885.511475
	Iteration 28Q: 3 clusters Score -821543.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -821556.937500 Penalty: 2885.511475
	Iteration 29Q: 3 clusters Score -821556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -821569.312500 Penalty: 2885.511475
	Iteration 30Q: 3 clusters Score -821569.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -821584.750000 Penalty: 2885.511475
	Iteration 31Q: 3 clusters Score -821584.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -821615.062500 Penalty: 2885.511475
	Iteration 32Q: 3 clusters Score -821615.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -821660.687500 Penalty: 2885.511475
	Iteration 33Q: 3 clusters Score -821660.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -821704.437500 Penalty: 2885.511475
	Iteration 34Q: 3 clusters Score -821704.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -821738.625000 Penalty: 2885.511475
	Iteration 35Q: 3 clusters Score -821738.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -821756.500000 Penalty: 2885.511475
	Iteration 36Q: 3 clusters Score -821756.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -821768.312500 Penalty: 2885.511475
	Iteration 37Q: 3 clusters Score -821768.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -821773.250000 Penalty: 2885.511475
	Iteration 38Q: 3 clusters Score -821773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -821778.937500 Penalty: 2885.511475
	Iteration 39Q: 3 clusters Score -821778.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -821780.687500 Penalty: 2885.511475
	Iteration 40F: 3 clusters Score -821780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -821782.562500 Penalty: 2885.511475
	Iteration 41Q: 3 clusters Score -821782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -821785.437500 Penalty: 2885.511475
	Iteration 42Q: 3 clusters Score -821785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -821786.562500 Penalty: 2885.511475
	Iteration 43Q: 3 clusters Score -821786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -821786.375000 Penalty: 2885.511475
	Iteration 44Q: 3 clusters Score -821786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -821786.375000 Penalty: 2885.511475
	Iteration 45F: 3 clusters Score -821786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Entering Unmasked Estep 
Score: -1022133.812500 Penalty: 1469.562134
	Iteration 0F: 2 clusters Score -1022134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1015867.875000 Penalty: 2939.124268
	Iteration 0F: 3 clusters Score -1015868 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1017774.562500 Penalty: 2939.124268
	Iteration 1F: 3 clusters Score -1017775 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1018050.875000 Penalty: 2939.124268
	Iteration 2F: 3 clusters Score -1018051 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1018260.000000 Penalty: 2939.124268
	Iteration 3F: 3 clusters Score -1018260 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1018449.687500 Penalty: 2939.124268
	Iteration 4Q: 3 clusters Score -1018450 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1018634.312500 Penalty: 2939.124268
	Iteration 5Q: 3 clusters Score -1018634 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1018820.250000 Penalty: 2939.124268
	Iteration 6Q: 3 clusters Score -1018820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1019033.187500 Penalty: 2939.124268
	Iteration 7Q: 3 clusters Score -1019033 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1019272.812500 Penalty: 2939.124268
	Iteration 8Q: 3 clusters Score -1019273 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1019540.625000 Penalty: 2939.124268
	Iteration 9Q: 3 clusters Score -1019541 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1019797.937500 Penalty: 2939.124268
	Iteration 10Q: 3 clusters Score -1019798 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1020018.437500 Penalty: 2939.124268
	Iteration 11Q: 3 clusters Score -1020018 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1020224.937500 Penalty: 2939.124268
	Iteration 12Q: 3 clusters Score -1020225 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1020407.937500 Penalty: 2939.124268
	Iteration 13Q: 3 clusters Score -1020408 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1020556.250000 Penalty: 2939.124268
	Iteration 14Q: 3 clusters Score -1020556 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1020669.812500 Penalty: 2939.124268
	Iteration 15Q: 3 clusters Score -1020670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1020768.875000 Penalty: 2939.124268
	Iteration 16Q: 3 clusters Score -1020769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1020829.562500 Penalty: 2939.124268
	Iteration 17Q: 3 clusters Score -1020830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1020866.625000 Penalty: 2939.124268
	Iteration 18Q: 3 clusters Score -1020867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1020897.062500 Penalty: 2939.124268
	Iteration 19Q: 3 clusters Score -1020897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1020919.125000 Penalty: 2939.124268
	Iteration 20F: 3 clusters Score -1020919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1020946.437500 Penalty: 2939.124268
	Iteration 21Q: 3 clusters Score -1020946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1020959.562500 Penalty: 2939.124268
	Iteration 22Q: 3 clusters Score -1020960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1020969.375000 Penalty: 2939.124268
	Iteration 23Q: 3 clusters Score -1020969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1020983.187500 Penalty: 2939.124268
	Iteration 24Q: 3 clusters Score -1020983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1020990.875000 Penalty: 2939.124268
	Iteration 25Q: 3 clusters Score -1020991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1020999.437500 Penalty: 2939.124268
	Iteration 26Q: 3 clusters Score -1020999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1021008.875000 Penalty: 2939.124268
	Iteration 27Q: 3 clusters Score -1021009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1021013.187500 Penalty: 2939.124268
	Iteration 28Q: 3 clusters Score -1021013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1021012.500000 Penalty: 2939.124268
	Iteration 29Q: 3 clusters Score -1021012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1021014.812500 Penalty: 2939.124268
	Iteration 30Q: 3 clusters Score -1021015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1021016.312500 Penalty: 2939.124268
	Iteration 31Q: 3 clusters Score -1021016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1021018.375000 Penalty: 2939.124268
	Iteration 32Q: 3 clusters Score -1021018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1021021.437500 Penalty: 2939.124268
	Iteration 33Q: 3 clusters Score -1021021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1021021.375000 Penalty: 2939.124268
	Iteration 34Q: 3 clusters Score -1021021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1021023.812500 Penalty: 2939.124268
	Iteration 35Q: 3 clusters Score -1021024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1021023.375000 Penalty: 2939.124268
	Iteration 36Q: 3 clusters Score -1021023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1021023.375000 Penalty: 2939.124268
	Iteration 37F: 3 clusters Score -1021023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -155925.484375 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -155925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154259.421875 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -154259.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -154763.078125 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -154763.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155077.234375 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -155077.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -155436.968750 Penalty: 2356.687256
	Iteration 3F: 3 clusters Score -155437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155753.781250 Penalty: 2356.687256
	Iteration 4F: 3 clusters Score -155753.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155938.140625 Penalty: 2356.687256
	Iteration 5F: 3 clusters Score -155938.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156172.437500 Penalty: 2356.687256
	Iteration 6F: 3 clusters Score -156172.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156367.843750 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -156367.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -156401.859375 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -156401.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156421.171875 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -156421.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156446.203125 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -156446.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156495.640625 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -156495.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156541.359375 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -156541.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156584.765625 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -156584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156609.859375 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -156609.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156625.953125 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -156626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156642.687500 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -156642.7 nChanged 12
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: -156667.890625 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -156667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -156683.187500 Penalty: 2356.687256
	Iteration 18Q: 3 clusters Score -156683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156691.484375 Penalty: 2356.687256
	Iteration 19Q: 3 clusters Score -156691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156698.140625 Penalty: 2356.687256
	Iteration 20F: 3 clusters Score -156698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156699.750000 Penalty: 2356.687256
	Iteration 21Q: 3 clusters Score -156699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156703.296875 Penalty: 2356.687256
	Iteration 22Q: 3 clusters Score -156703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156703.578125 Penalty: 2356.687256
	Iteration 23Q: 3 clusters Score -156703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156703.578125 Penalty: 2356.687256
	Iteration 24F: 3 clusters Score -156703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 662 members 
Entering Unmasked Estep 
Score: -141712960.000000 Penalty: 79403.289062
Splitting cluster 6 changes total score from -141712752.000000 to -141712960.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 7 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -159112.093750 Penalty: 1178.918823
	Iteration 0F: 2 clusters Score -159112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157431.234375 Penalty: 2357.837646
	Iteration 0F: 3 clusters Score -157431.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157987.500000 Penalty: 2357.837646
	Iteration 1F: 3 clusters Score -157987.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158257.859375 Penalty: 2357.837646
	Iteration 2F: 3 clusters Score -158257.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -158470.031250 Penalty: 2357.837646
	Iteration 3F: 3 clusters Score -158470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158627.296875 Penalty: 2357.837646
	Iteration 4F: 3 clusters Score -158627.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158699.656250 Penalty: 2357.837646
	Iteration 5Q: 3 clusters Score -158699.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -158755.703125 Penalty: 2357.837646
	Iteration 6Q: 3 clusters Score -158755.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -158785.953125 Penalty: 2357.837646
	Iteration 7Q: 3 clusters Score -158786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158813.593750 Penalty: 2357.837646
	Iteration 8Q: 3 clusters Score -158813.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158854.312500 Penalty: 2357.837646
	Iteration 9Q: 3 clusters Score -158854.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158878.421875 Penalty: 2357.837646
	Iteration 10Q: 3 clusters Score -158878.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158889.171875 Penalty: 2357.837646
	Iteration 11Q: 3 clusters Score -158889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158898.828125 Penalty: 2357.837646
	Iteration 12Q: 3 clusters Score -158898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158903.593750 Penalty: 2357.837646
	Iteration 13Q: 3 clusters Score -158903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -158904.531250 Penalty: 2357.837646
	Iteration 14Q: 3 clusters Score -158904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -158904.531250 Penalty: 2357.837646
	Iteration 15F: 3 clusters Score -158904.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Entering Unmasked Estep 
Score: -1274239.750000 Penalty: 1502.192017
	Iteration 0F: 2 clusters Score -1274240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1266952.375000 Penalty: 3004.384033
	Iteration 0F: 3 clusters Score -1266952 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1269425.125000 Penalty: 3004.384033
	Iteration 1F: 3 clusters Score -1269425 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1269837.750000 Penalty: 3004.384033
	Iteration 2F: 3 clusters Score -1269838 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1270243.750000 Penalty: 3004.384033
	Iteration 3F: 3 clusters Score -1270244 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1270553.375000 Penalty: 3004.384033
	Iteration 4F: 3 clusters Score -1270553 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1270853.875000 Penalty: 3004.384033
	Iteration 5Q: 3 clusters Score -1270854 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1271128.250000 Penalty: 3004.384033
	Iteration 6Q: 3 clusters Score -1271128 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1271401.875000 Penalty: 3004.384033
	Iteration 7Q: 3 clusters Score -1271402 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1271614.375000 Penalty: 3004.384033
	Iteration 8Q: 3 clusters Score -1271614 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1271788.750000 Penalty: 3004.384033
	Iteration 9Q: 3 clusters Score -1271789 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1271935.750000 Penalty: 3004.384033
	Iteration 10Q: 3 clusters Score -1271936 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1272070.750000 Penalty: 3004.384033
	Iteration 11Q: 3 clusters Score -1272071 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1272198.250000 Penalty: 3004.384033
	Iteration 12Q: 3 clusters Score -1272198 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1272306.125000 Penalty: 3004.384033
	Iteration 13Q: 3 clusters Score -1272306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1272397.250000 Penalty: 3004.384033
	Iteration 14Q: 3 clusters Score -1272397 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1272472.000000 Penalty: 3004.384033
	Iteration 15Q: 3 clusters Score -1272472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1272547.625000 Penalty: 3004.384033
	Iteration 16Q: 3 clusters Score -1272548 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1272618.500000 Penalty: 3004.384033
	Iteration 17Q: 3 clusters Score -1272618 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1272686.500000 Penalty: 3004.384033
	Iteration 18Q: 3 clusters Score -1272686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1272746.250000 Penalty: 3004.384033
	Iteration 19Q: 3 clusters Score -1272746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1272785.875000 Penalty: 3004.384033
	Iteration 20F: 3 clusters Score -1272786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1272813.750000 Penalty: 3004.384033
	Iteration 21Q: 3 clusters Score -1272814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1272840.750000 Penalty: 3004.384033
	Iteration 22Q: 3 clusters Score -1272841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1272872.750000 Penalty: 3004.384033
	Iteration 23Q: 3 clusters Score -1272873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1272895.500000 Penalty: 3004.384033
	Iteration 24Q: 3 clusters Score -1272896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1272917.750000 Penalty: 3004.384033
	Iteration 25Q: 3 clusters Score -1272918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1272928.625000 Penalty: 3004.384033
	Iteration 26Q: 3 clusters Score -1272929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1272946.875000 Penalty: 3004.384033
	Iteration 27Q: 3 clusters Score -1272947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1272955.250000 Penalty: 3004.384033
	Iteration 28Q: 3 clusters Score -1272955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1272965.500000 Penalty: 3004.384033
	Iteration 29Q: 3 clusters Score -1272966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1272977.500000 Penalty: 3004.384033
	Iteration 30Q: 3 clusters Score -1272978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1272991.125000 Penalty: 3004.384033
	Iteration 31Q: 3 clusters Score -1272991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1273006.125000 Penalty: 3004.384033
	Iteration 32Q: 3 clusters Score -1273006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1273020.750000 Penalty: 3004.384033
	Iteration 33Q: 3 clusters Score -1273021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1273029.000000 Penalty: 3004.384033
	Iteration 34Q: 3 clusters Score -1273029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1273039.750000 Penalty: 3004.384033
	Iteration 35Q: 3 clusters Score -1273040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1273045.375000 Penalty: 3004.384033
	Iteration 36Q: 3 clusters Score -1273045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1273050.125000 Penalty: 3004.384033
	Iteration 37Q: 3 clusters Score -1273050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1273054.000000 Penalty: 3004.384033
	Iteration 38Q: 3 clusters Score -1273054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1273059.875000 Penalty: 3004.384033
	Iteration 39Q: 3 clusters Score -1273060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1273062.125000 Penalty: 3004.384033
	Iteration 40F: 3 clusters Score -1273062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1273064.250000 Penalty: 3004.384033
	Iteration 41Q: 3 clusters Score -1273064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1273064.250000 Penalty: 3004.384033
	Iteration 42Q: 3 clusters Score -1273064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1273065.375000 Penalty: 3004.384033
	Iteration 43Q: 3 clusters Score -1273065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1273064.875000 Penalty: 3004.384033
	Iteration 44Q: 3 clusters Score -1273065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1273065.125000 Penalty: 3004.384033
	Iteration 45Q: 3 clusters Score -1273065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1273068.500000 Penalty: 3004.384033
	Iteration 46Q: 3 clusters Score -1273068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1273066.375000 Penalty: 3004.384033
	Iteration 47Q: 3 clusters Score -1273066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1273069.750000 Penalty: 3004.384033
	Iteration 48Q: 3 clusters Score -1273070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1273069.750000 Penalty: 3004.384033
	Iteration 49F: 3 clusters Score -1273070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Entering Unmasked Estep 
Score: -1719697.625000 Penalty: 1551.542603
	Iteration 0F: 2 clusters Score -1719698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1710023.125000 Penalty: 3103.085205
	Iteration 0F: 3 clusters Score -1710023 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1713398.625000 Penalty: 3103.085205
	Iteration 1F: 3 clusters Score -1713399 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1713778.875000 Penalty: 3103.085205
	Iteration 2F: 3 clusters Score -1713779 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1714155.500000 Penalty: 3103.085205
	Iteration 3F: 3 clusters Score -1714156 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1714642.500000 Penalty: 3103.085205
	Iteration 4F: 3 clusters Score -1714642 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1715269.000000 Penalty: 3103.085205
	Iteration 5F: 3 clusters Score -1715269 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1716030.250000 Penalty: 3103.085205
	Iteration 6F: 3 clusters Score -1716030 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1716840.500000 Penalty: 3103.085205
	Iteration 7F: 3 clusters Score -1716840 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1717492.250000 Penalty: 3103.085205
	Iteration 8F: 3 clusters Score -1717492 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1717947.375000 Penalty: 3103.085205
	Iteration 9Q: 3 clusters Score -1717947 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1718210.500000 Penalty: 3103.085205
	Iteration 10Q: 3 clusters Score -1718210 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1718318.500000 Penalty: 3103.085205
	Iteration 11Q: 3 clusters Score -1718318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1718380.500000 Penalty: 3103.085205
	Iteration 12Q: 3 clusters Score -1718380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1718408.625000 Penalty: 3103.085205
	Iteration 13Q: 3 clusters Score -1718409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1718426.375000 Penalty: 3103.085205
	Iteration 14Q: 3 clusters Score -1718426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1718449.125000 Penalty: 3103.085205
	Iteration 15Q: 3 clusters Score -1718449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1718452.500000 Penalty: 3103.085205
	Iteration 16Q: 3 clusters Score -1718452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1718460.500000 Penalty: 3103.085205
	Iteration 17Q: 3 clusters Score -1718460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1718464.375000 Penalty: 3103.085205
	Iteration 18Q: 3 clusters Score -1718464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1718469.875000 Penalty: 3103.085205
	Iteration 19Q: 3 clusters Score -1718470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1718475.500000 Penalty: 3103.085205
	Iteration 20F: 3 clusters Score -1718476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1718477.500000 Penalty: 3103.085205
	Iteration 21Q: 3 clusters Score -1718478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1718479.875000 Penalty: 3103.085205
	Iteration 22Q: 3 clusters Score -1718480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1718481.875000 Penalty: 3103.085205
	Iteration 23Q: 3 clusters Score -1718482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1718489.625000 Penalty: 3103.085205
	Iteration 24Q: 3 clusters Score -1718490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1718488.250000 Penalty: 3103.085205
	Iteration 25Q: 3 clusters Score -1718488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1718490.750000 Penalty: 3103.085205
	Iteration 26Q: 3 clusters Score -1718491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1718494.000000 Penalty: 3103.085205
	Iteration 27Q: 3 clusters Score -1718494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1718495.375000 Penalty: 3103.085205
	Iteration 28Q: 3 clusters Score -1718495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1718496.250000 Penalty: 3103.085205
	Iteration 29Q: 3 clusters Score -1718496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1718498.875000 Penalty: 3103.085205
	Iteration 30Q: 3 clusters Score -1718499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1718498.875000 Penalty: 3103.085205
	Iteration 31F: 3 clusters Score -1718499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124623 members 
Entering Unmasked Estep 
Score: -15715647.000000 Penalty: 1906.620361
	Iteration 0F: 2 clusters Score -1.571565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -15637818.000000 Penalty: 3813.240723
	Iteration 0F: 3 clusters Score -1.563782e+07 nChanged 59957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -15673599.000000 Penalty: 3813.240723
	Iteration 1F: 3 clusters Score -1.56736e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -15675019.000000 Penalty: 3813.240723
	Iteration 2Q: 3 clusters Score -1.567502e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -15676817.000000 Penalty: 3813.240723
	Iteration 3Q: 3 clusters Score -1.567682e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -15679228.000000 Penalty: 3813.240723
	Iteration 4Q: 3 clusters Score -1.567923e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -15682659.000000 Penalty: 3813.240723
	Iteration 5F: 3 clusters Score -1.568266e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -15686706.000000 Penalty: 3813.240723
	Iteration 6F: 3 clusters Score -1.568671e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -15691397.000000 Penalty: 3813.240723
	Iteration 7F: 3 clusters Score -1.56914e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -15695877.000000 Penalty: 3813.240723
	Iteration 8F: 3 clusters Score -1.569588e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -15699511.000000 Penalty: 3813.240723
	Iteration 9F: 3 clusters Score -1.569951e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 84530 members 
Entering Unmasked Estep 
Score: -15701747.000000 Penalty: 3813.240723
	Iteration 10Q: 3 clusters Score -1.570175e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -15703026.000000 Penalty: 3813.240723
	Iteration 11Q: 3 clusters Score -1.570303e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -15703821.000000 Penalty: 3813.240723
	Iteration 12Q: 3 clusters Score -1.570382e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -15704391.000000 Penalty: 3813.240723
	Iteration 13Q: 3 clusters Score -1.570439e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -15704974.000000 Penalty: 3813.240723
	Iteration 14Q: 3 clusters Score -1.570497e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -15705530.000000 Penalty: 3813.240723
	Iteration 15Q: 3 clusters Score -1.570553e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -15705985.000000 Penalty: 3813.240723
	Iteration 16Q: 3 clusters Score -1.570598e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -15706535.000000 Penalty: 3813.240723
	Iteration 17Q: 3 clusters Score -1.570654e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 98763 members 
Entering Unmasked Estep 
Score: -15707151.000000 Penalty: 3813.240723
	Iteration 18Q: 3 clusters Score -1.570715e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -15707759.000000 Penalty: 3813.240723
	Iteration 19Q: 3 clusters Score -1.570776e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -15708400.000000 Penalty: 3813.240723
	Iteration 20F: 3 clusters Score -1.57084e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -15708996.000000 Penalty: 3813.240723
	Iteration 21Q: 3 clusters Score -1.5709e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -15709554.000000 Penalty: 3813.240723
	Iteration 22Q: 3 clusters Score -1.570955e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -15710214.000000 Penalty: 3813.240723
	Iteration 23Q: 3 clusters Score -1.571021e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
Score: -15710874.000000 Penalty: 3813.240723
	Iteration 24Q: 3 clusters Score -1.571087e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -15711262.000000 Penalty: 3813.240723
	Iteration 25Q: 3 clusters Score -1.571126e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -15711786.000000 Penalty: 3813.240723
	Iteration 26Q: 3 clusters Score -1.571179e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 113314 members 
Entering Unmasked Estep 
Score: -15712168.000000 Penalty: 3813.240723
	Iteration 27Q: 3 clusters Score -1.571217e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -15712552.000000 Penalty: 3813.240723
	Iteration 28Q: 3 clusters Score -1.571255e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 115661 members 
Entering Unmasked Estep 
Score: -15712907.000000 Penalty: 3813.240723
	Iteration 29Q: 3 clusters Score -1.571291e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 116667 members 
Entering Unmasked Estep 
Score: -15713087.000000 Penalty: 3813.240723
	Iteration 30Q: 3 clusters Score -1.571309e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -15713249.000000 Penalty: 3813.240723
	Iteration 31Q: 3 clusters Score -1.571325e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 118266 members 
Entering Unmasked Estep 
Score: -15713442.000000 Penalty: 3813.240723
	Iteration 32Q: 3 clusters Score -1.571344e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -15713519.000000 Penalty: 3813.240723
	Iteration 33Q: 3 clusters Score -1.571352e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 119434 members 
Entering Unmasked Estep 
Score: -15713624.000000 Penalty: 3813.240723
	Iteration 34Q: 3 clusters Score -1.571362e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 119905 members 
Entering Unmasked Estep 
Score: -15713726.000000 Penalty: 3813.240723
	Iteration 35Q: 3 clusters Score -1.571373e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 120320 members 
Entering Unmasked Estep 
Score: -15713815.000000 Penalty: 3813.240723
	Iteration 36Q: 3 clusters Score -1.571382e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -15713910.000000 Penalty: 3813.240723
	Iteration 37Q: 3 clusters Score -1.571391e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -15714020.000000 Penalty: 3813.240723
	Iteration 38Q: 3 clusters Score -1.571402e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 121326 members 
Entering Unmasked Estep 
Score: -15714025.000000 Penalty: 3813.240723
	Iteration 39Q: 3 clusters Score -1.571402e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -15714092.000000 Penalty: 3813.240723
	Iteration 40F: 3 clusters Score -1.571409e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 121733 members 
Entering Unmasked Estep 
Score: -15714180.000000 Penalty: 3813.240723
	Iteration 41Q: 3 clusters Score -1.571418e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 121884 members 
Entering Unmasked Estep 
Score: -15714222.000000 Penalty: 3813.240723
	Iteration 42Q: 3 clusters Score -1.571422e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 122021 members 
Entering Unmasked Estep 
Score: -15714238.000000 Penalty: 3813.240723
	Iteration 43Q: 3 clusters Score -1.571424e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -15714274.000000 Penalty: 3813.240723
	Iteration 44Q: 3 clusters Score -1.571427e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 122199 members 
Entering Unmasked Estep 
Score: -15714278.000000 Penalty: 3813.240723
	Iteration 45Q: 3 clusters Score -1.571428e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 122270 members 
Entering Unmasked Estep 
Score: -15714300.000000 Penalty: 3813.240723
	Iteration 46Q: 3 clusters Score -1.57143e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -15714317.000000 Penalty: 3813.240723
	Iteration 47Q: 3 clusters Score -1.571432e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -15714340.000000 Penalty: 3813.240723
	Iteration 48Q: 3 clusters Score -1.571434e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -15714355.000000 Penalty: 3813.240723
	Iteration 49Q: 3 clusters Score -1.571436e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 122527 members 
Entering Unmasked Estep 
Score: -15714379.000000 Penalty: 3813.240723
	Iteration 50Q: 3 clusters Score -1.571438e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 122591 members 
Entering Unmasked Estep 
Score: -15714379.000000 Penalty: 3813.240723
	Iteration 51Q: 3 clusters Score -1.571438e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 122642 members 
Entering Unmasked Estep 
Score: -15714344.000000 Penalty: 3813.240723
	Iteration 52Q: 3 clusters Score -1.571434e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -15714363.000000 Penalty: 3813.240723
	Iteration 53Q: 3 clusters Score -1.571436e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 122721 members 
Entering Unmasked Estep 
Score: -15714391.000000 Penalty: 3813.240723
	Iteration 54Q: 3 clusters Score -1.571439e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 122763 members 
Entering Unmasked Estep 
Score: -15714400.000000 Penalty: 3813.240723
	Iteration 55Q: 3 clusters Score -1.57144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 122801 members 
Entering Unmasked Estep 
Score: -15714376.000000 Penalty: 3813.240723
	Iteration 56Q: 3 clusters Score -1.571438e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 122834 members 
Entering Unmasked Estep 
Score: -15714408.000000 Penalty: 3813.240723
	Iteration 57Q: 3 clusters Score -1.571441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 122863 members 
Entering Unmasked Estep 
Score: -15714430.000000 Penalty: 3813.240723
	Iteration 58Q: 3 clusters Score -1.571443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 122886 members 
Entering Unmasked Estep 
Score: -15714428.000000 Penalty: 3813.240723
	Iteration 59Q: 3 clusters Score -1.571443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -15714436.000000 Penalty: 3813.240723
	Iteration 60F: 3 clusters Score -1.571444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -15714454.000000 Penalty: 3813.240723
	Iteration 61Q: 3 clusters Score -1.571445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 122928 members 
Entering Unmasked Estep 
Score: -15714445.000000 Penalty: 3813.240723
	Iteration 62Q: 3 clusters Score -1.571444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
Score: -15714454.000000 Penalty: 3813.240723
	Iteration 63Q: 3 clusters Score -1.571445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -15714461.000000 Penalty: 3813.240723
	Iteration 64Q: 3 clusters Score -1.571446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -15714441.000000 Penalty: 3813.240723
	Iteration 65Q: 3 clusters Score -1.571444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 122982 members 
Entering Unmasked Estep 
Score: -15714452.000000 Penalty: 3813.240723
	Iteration 66Q: 3 clusters Score -1.571445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 122998 members 
Entering Unmasked Estep 
Score: -15714451.000000 Penalty: 3813.240723
	Iteration 67Q: 3 clusters Score -1.571445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 123012 members 
Entering Unmasked Estep 
Score: -15714451.000000 Penalty: 3813.240723
	Iteration 68Q: 3 clusters Score -1.571445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -15714451.000000 Penalty: 3813.240723
	Iteration 69Q: 3 clusters Score -1.571445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -15714463.000000 Penalty: 3813.240723
	Iteration 70Q: 3 clusters Score -1.571446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -15714459.000000 Penalty: 3813.240723
	Iteration 71Q: 3 clusters Score -1.571446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -15714473.000000 Penalty: 3813.240723
	Iteration 72Q: 3 clusters Score -1.571447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -15714457.000000 Penalty: 3813.240723
	Iteration 73Q: 3 clusters Score -1.571446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 123036 members 
Entering Unmasked Estep 
Score: -15714471.000000 Penalty: 3813.240723
	Iteration 74Q: 3 clusters Score -1.571447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -15714468.000000 Penalty: 3813.240723
	Iteration 75Q: 3 clusters Score -1.571447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -15714467.000000 Penalty: 3813.240723
	Iteration 76Q: 3 clusters Score -1.571447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -15714472.000000 Penalty: 3813.240723
	Iteration 77Q: 3 clusters Score -1.571447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 123069 members 
Entering Unmasked Estep 
Score: -15714485.000000 Penalty: 3813.240723
	Iteration 78Q: 3 clusters Score -1.571448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -15714477.000000 Penalty: 3813.240723
	Iteration 79Q: 3 clusters Score -1.571448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -15714476.000000 Penalty: 3813.240723
	Iteration 80F: 3 clusters Score -1.571448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -15714465.000000 Penalty: 3813.240723
	Iteration 81Q: 3 clusters Score -1.571446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 123094 members 
Entering Unmasked Estep 
Score: -15714477.000000 Penalty: 3813.240723
	Iteration 82Q: 3 clusters Score -1.571448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -15714476.000000 Penalty: 3813.240723
	Iteration 83Q: 3 clusters Score -1.571448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -15714466.000000 Penalty: 3813.240723
	Iteration 84Q: 3 clusters Score -1.571447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -15714469.000000 Penalty: 3813.240723
	Iteration 85Q: 3 clusters Score -1.571447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -15714471.000000 Penalty: 3813.240723
	Iteration 86Q: 3 clusters Score -1.571447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -15714470.000000 Penalty: 3813.240723
	Iteration 87Q: 3 clusters Score -1.571447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -15714470.000000 Penalty: 3813.240723
	Iteration 88F: 3 clusters Score -1.571447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -69814.031250 Penalty: 1077.700317
	Iteration 0F: 2 clusters Score -69814.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68675.367188 Penalty: 2155.400635
	Iteration 0F: 3 clusters Score -68675.37 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69306.695312 Penalty: 2155.400635
	Iteration 1F: 3 clusters Score -69306.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69623.867188 Penalty: 2155.400635
	Iteration 2F: 3 clusters Score -69623.87 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69819.679688 Penalty: 2155.400635
	Iteration 3F: 3 clusters Score -69819.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69942.351562 Penalty: 2155.400635
	Iteration 4F: 3 clusters Score -69942.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70036.390625 Penalty: 2155.400635
	Iteration 5Q: 3 clusters Score -70036.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70064.164062 Penalty: 2155.400635
	Iteration 6Q: 3 clusters Score -70064.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70069.804688 Penalty: 2155.400635
	Iteration 7Q: 3 clusters Score -70069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70072.453125 Penalty: 2155.400635
	Iteration 8Q: 3 clusters Score -70072.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70072.453125 Penalty: 2155.400635
	Iteration 9F: 3 clusters Score -70072.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 277 members 
Entering Unmasked Estep 
Score: -141711872.000000 Penalty: 81671.953125
Splitting cluster 11 changes total score from -141712752.000000 to -141711872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (103810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Entering Unmasked Estep 
Score: -12847891.000000 Penalty: 1876.926636
	Iteration 0F: 2 clusters Score -1.284789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -12780163.000000 Penalty: 3753.853271
	Iteration 0F: 3 clusters Score -1.278016e+07 nChanged 49727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -12809595.000000 Penalty: 3753.853271
	Iteration 1F: 3 clusters Score -1.28096e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -12811369.000000 Penalty: 3753.853271
	Iteration 2Q: 3 clusters Score -1.281137e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -12813880.000000 Penalty: 3753.853271
	Iteration 3F: 3 clusters Score -1.281388e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -12817813.000000 Penalty: 3753.853271
	Iteration 4F: 3 clusters Score -1.281781e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -12823283.000000 Penalty: 3753.853271
	Iteration 5F: 3 clusters Score -1.282328e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -12830260.000000 Penalty: 3753.853271
	Iteration 6F: 3 clusters Score -1.283026e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -12837125.000000 Penalty: 3753.853271
	Iteration 7F: 3 clusters Score -1.283712e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -12842063.000000 Penalty: 3753.853271
	Iteration 8Q: 3 clusters Score -1.284206e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -12844394.000000 Penalty: 3753.853271
	Iteration 9Q: 3 clusters Score -1.284439e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -12845451.000000 Penalty: 3753.853271
	Iteration 10Q: 3 clusters Score -1.284545e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -12845917.000000 Penalty: 3753.853271
	Iteration 11Q: 3 clusters Score -1.284592e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -12846207.000000 Penalty: 3753.853271
	Iteration 12Q: 3 clusters Score -1.284621e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -12846340.000000 Penalty: 3753.853271
	Iteration 13Q: 3 clusters Score -1.284634e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -12846410.000000 Penalty: 3753.853271
	Iteration 14Q: 3 clusters Score -1.284641e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -12846501.000000 Penalty: 3753.853271
	Iteration 15Q: 3 clusters Score -1.28465e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -12846640.000000 Penalty: 3753.853271
	Iteration 16Q: 3 clusters Score -1.284664e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -12846751.000000 Penalty: 3753.853271
	Iteration 17Q: 3 clusters Score -1.284675e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -12846825.000000 Penalty: 3753.853271
	Iteration 18Q: 3 clusters Score -1.284682e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -12846885.000000 Penalty: 3753.853271
	Iteration 19Q: 3 clusters Score -1.284688e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -12846974.000000 Penalty: 3753.853271
	Iteration 20F: 3 clusters Score -1.284697e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
Score: -12847056.000000 Penalty: 3753.853271
	Iteration 21Q: 3 clusters Score -1.284706e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -12847091.000000 Penalty: 3753.853271
	Iteration 22Q: 3 clusters Score -1.284709e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -12847196.000000 Penalty: 3753.853271
	Iteration 23Q: 3 clusters Score -1.28472e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -12847247.000000 Penalty: 3753.853271
	Iteration 24Q: 3 clusters Score -1.284725e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -12847237.000000 Penalty: 3753.853271
	Iteration 25Q: 3 clusters Score -1.284724e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -12847315.000000 Penalty: 3753.853271
	Iteration 26Q: 3 clusters Score -1.284732e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -12847345.000000 Penalty: 3753.853271
	Iteration 27Q: 3 clusters Score -1.284734e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -12847435.000000 Penalty: 3753.853271
	Iteration 28Q: 3 clusters Score -1.284744e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -12847455.000000 Penalty: 3753.853271
	Iteration 29Q: 3 clusters Score -1.284746e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -12847459.000000 Penalty: 3753.853271
	Iteration 30Q: 3 clusters Score -1.284746e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -12847459.000000 Penalty: 3753.853271
	Iteration 31Q: 3 clusters Score -1.284746e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -12847457.000000 Penalty: 3753.853271
	Iteration 32Q: 3 clusters Score -1.284746e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -12847446.000000 Penalty: 3753.853271
	Iteration 33Q: 3 clusters Score -1.284745e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -12847440.000000 Penalty: 3753.853271
	Iteration 34Q: 3 clusters Score -1.284744e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -12847422.000000 Penalty: 3753.853271
	Iteration 35Q: 3 clusters Score -1.284742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -12847423.000000 Penalty: 3753.853271
	Iteration 36Q: 3 clusters Score -1.284742e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -12847425.000000 Penalty: 3753.853271
	Iteration 37Q: 3 clusters Score -1.284742e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -12847404.000000 Penalty: 3753.853271
	Iteration 38Q: 3 clusters Score -1.28474e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -12847404.000000 Penalty: 3753.853271
	Iteration 39Q: 3 clusters Score -1.28474e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -12847416.000000 Penalty: 3753.853271
	Iteration 40F: 3 clusters Score -1.284742e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -12847442.000000 Penalty: 3753.853271
	Iteration 41Q: 3 clusters Score -1.284744e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -12847441.000000 Penalty: 3753.853271
	Iteration 42Q: 3 clusters Score -1.284744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -12847437.000000 Penalty: 3753.853271
	Iteration 43Q: 3 clusters Score -1.284744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -12847433.000000 Penalty: 3753.853271
	Iteration 44Q: 3 clusters Score -1.284743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -12847422.000000 Penalty: 3753.853271
	Iteration 45Q: 3 clusters Score -1.284742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -12847409.000000 Penalty: 3753.853271
	Iteration 46Q: 3 clusters Score -1.284741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -12847421.000000 Penalty: 3753.853271
	Iteration 47Q: 3 clusters Score -1.284742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -12847415.000000 Penalty: 3753.853271
	Iteration 48Q: 3 clusters Score -1.284742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -12847404.000000 Penalty: 3753.853271
	Iteration 49Q: 3 clusters Score -1.28474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -12847401.000000 Penalty: 3753.853271
	Iteration 50Q: 3 clusters Score -1.28474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -12847403.000000 Penalty: 3753.853271
	Iteration 51Q: 3 clusters Score -1.28474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -12847404.000000 Penalty: 3753.853271
	Iteration 52Q: 3 clusters Score -1.28474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -12847391.000000 Penalty: 3753.853271
	Iteration 53Q: 3 clusters Score -1.284739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -12847390.000000 Penalty: 3753.853271
	Iteration 54Q: 3 clusters Score -1.284739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -12847385.000000 Penalty: 3753.853271
	Iteration 55Q: 3 clusters Score -1.284738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -12847368.000000 Penalty: 3753.853271
	Iteration 56Q: 3 clusters Score -1.284737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -12847372.000000 Penalty: 3753.853271
	Iteration 57Q: 3 clusters Score -1.284737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -12847384.000000 Penalty: 3753.853271
	Iteration 58Q: 3 clusters Score -1.284738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -12847388.000000 Penalty: 3753.853271
	Iteration 59Q: 3 clusters Score -1.284739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -12847383.000000 Penalty: 3753.853271
	Iteration 60F: 3 clusters Score -1.284738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -12847397.000000 Penalty: 3753.853271
	Iteration 61Q: 3 clusters Score -1.28474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -12847388.000000 Penalty: 3753.853271
	Iteration 62Q: 3 clusters Score -1.284739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -12847388.000000 Penalty: 3753.853271
	Iteration 63Q: 3 clusters Score -1.284739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -12847397.000000 Penalty: 3753.853271
	Iteration 64Q: 3 clusters Score -1.28474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 91870 members 
Entering Unmasked Estep 
Score: -12847395.000000 Penalty: 3753.853271
	Iteration 65Q: 3 clusters Score -1.28474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -12847404.000000 Penalty: 3753.853271
	Iteration 66Q: 3 clusters Score -1.28474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -12847398.000000 Penalty: 3753.853271
	Iteration 67Q: 3 clusters Score -1.28474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -12847392.000000 Penalty: 3753.853271
	Iteration 68Q: 3 clusters Score -1.284739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -12847400.000000 Penalty: 3753.853271
	Iteration 69Q: 3 clusters Score -1.28474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -12847397.000000 Penalty: 3753.853271
	Iteration 70Q: 3 clusters Score -1.28474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -12847404.000000 Penalty: 3753.853271
	Iteration 71Q: 3 clusters Score -1.28474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -12847408.000000 Penalty: 3753.853271
	Iteration 72Q: 3 clusters Score -1.284741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -12847401.000000 Penalty: 3753.853271
	Iteration 73Q: 3 clusters Score -1.28474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -12847390.000000 Penalty: 3753.853271
	Iteration 74Q: 3 clusters Score -1.284739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -12847404.000000 Penalty: 3753.853271
	Iteration 75Q: 3 clusters Score -1.28474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -12847395.000000 Penalty: 3753.853271
	Iteration 76Q: 3 clusters Score -1.28474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -12847394.000000 Penalty: 3753.853271
	Iteration 77Q: 3 clusters Score -1.284739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -12847399.000000 Penalty: 3753.853271
	Iteration 78Q: 3 clusters Score -1.28474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -12847395.000000 Penalty: 3753.853271
	Iteration 79Q: 3 clusters Score -1.28474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -12847399.000000 Penalty: 3753.853271
	Iteration 80F: 3 clusters Score -1.28474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -12847397.000000 Penalty: 3753.853271
	Iteration 81Q: 3 clusters Score -1.28474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -12847397.000000 Penalty: 3753.853271
	Iteration 82F: 3 clusters Score -1.28474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -1012003.125000 Penalty: 1462.898926
	Iteration 0F: 2 clusters Score -1012003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1006047.687500 Penalty: 2925.797852
	Iteration 0F: 3 clusters Score -1006048 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1007941.000000 Penalty: 2925.797852
	Iteration 1F: 3 clusters Score -1007941 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1008161.062500 Penalty: 2925.797852
	Iteration 2F: 3 clusters Score -1008161 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1008321.062500 Penalty: 2925.797852
	Iteration 3Q: 3 clusters Score -1008321 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1008436.750000 Penalty: 2925.797852
	Iteration 4Q: 3 clusters Score -1008437 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1008552.125000 Penalty: 2925.797852
	Iteration 5Q: 3 clusters Score -1008552 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1008655.937500 Penalty: 2925.797852
	Iteration 6Q: 3 clusters Score -1008656 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1008747.500000 Penalty: 2925.797852
	Iteration 7Q: 3 clusters Score -1008748 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1008832.750000 Penalty: 2925.797852
	Iteration 8Q: 3 clusters Score -1008833 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1008924.250000 Penalty: 2925.797852
	Iteration 9Q: 3 clusters Score -1008924 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1009014.437500 Penalty: 2925.797852
	Iteration 10Q: 3 clusters Score -1009014 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1009103.750000 Penalty: 2925.797852
	Iteration 11Q: 3 clusters Score -1009104 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1009168.125000 Penalty: 2925.797852
	Iteration 12Q: 3 clusters Score -1009168 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1009221.500000 Penalty: 2925.797852
	Iteration 13Q: 3 clusters Score -1009222 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1009278.875000 Penalty: 2925.797852
	Iteration 14Q: 3 clusters Score -1009279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1009336.750000 Penalty: 2925.797852
	Iteration 15Q: 3 clusters Score -1009337 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1009388.812500 Penalty: 2925.797852
	Iteration 16Q: 3 clusters Score -1009389 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1009443.312500 Penalty: 2925.797852
	Iteration 17Q: 3 clusters Score -1009443 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1009498.937500 Penalty: 2925.797852
	Iteration 18Q: 3 clusters Score -1009499 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1009580.562500 Penalty: 2925.797852
	Iteration 19Q: 3 clusters Score -1009581 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1009671.375000 Penalty: 2925.797852
	Iteration 20F: 3 clusters Score -1009671 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1009768.437500 Penalty: 2925.797852
	Iteration 21Q: 3 clusters Score -1009768 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1009858.937500 Penalty: 2925.797852
	Iteration 22Q: 3 clusters Score -1009859 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1009966.437500 Penalty: 2925.797852
	Iteration 23Q: 3 clusters Score -1009966 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1010084.312500 Penalty: 2925.797852
	Iteration 24Q: 3 clusters Score -1010084 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1010188.375000 Penalty: 2925.797852
	Iteration 25Q: 3 clusters Score -1010188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1010265.375000 Penalty: 2925.797852
	Iteration 26Q: 3 clusters Score -1010265 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1010327.312500 Penalty: 2925.797852
	Iteration 27Q: 3 clusters Score -1010327 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1010384.312500 Penalty: 2925.797852
	Iteration 28Q: 3 clusters Score -1010384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1010425.000000 Penalty: 2925.797852
	Iteration 29Q: 3 clusters Score -1010425 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1010451.375000 Penalty: 2925.797852
	Iteration 30Q: 3 clusters Score -1010451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1010478.187500 Penalty: 2925.797852
	Iteration 31Q: 3 clusters Score -1010478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1010510.625000 Penalty: 2925.797852
	Iteration 32Q: 3 clusters Score -1010511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1010537.437500 Penalty: 2925.797852
	Iteration 33Q: 3 clusters Score -1010537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1010559.562500 Penalty: 2925.797852
	Iteration 34Q: 3 clusters Score -1010560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1010580.687500 Penalty: 2925.797852
	Iteration 35Q: 3 clusters Score -1010581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1010589.500000 Penalty: 2925.797852
	Iteration 36Q: 3 clusters Score -1010590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1010596.062500 Penalty: 2925.797852
	Iteration 37Q: 3 clusters Score -1010596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1010607.437500 Penalty: 2925.797852
	Iteration 38Q: 3 clusters Score -1010607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1010620.562500 Penalty: 2925.797852
	Iteration 39Q: 3 clusters Score -1010621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1010636.500000 Penalty: 2925.797852
	Iteration 40F: 3 clusters Score -1010636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1010647.625000 Penalty: 2925.797852
	Iteration 41Q: 3 clusters Score -1010648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1010660.250000 Penalty: 2925.797852
	Iteration 42Q: 3 clusters Score -1010660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1010667.250000 Penalty: 2925.797852
	Iteration 43Q: 3 clusters Score -1010667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1010680.937500 Penalty: 2925.797852
	Iteration 44Q: 3 clusters Score -1010681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1010686.625000 Penalty: 2925.797852
	Iteration 45Q: 3 clusters Score -1010687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1010695.250000 Penalty: 2925.797852
	Iteration 46Q: 3 clusters Score -1010695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1010707.125000 Penalty: 2925.797852
	Iteration 47Q: 3 clusters Score -1010707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1010716.875000 Penalty: 2925.797852
	Iteration 48Q: 3 clusters Score -1010717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1010725.687500 Penalty: 2925.797852
	Iteration 49Q: 3 clusters Score -1010726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1010732.437500 Penalty: 2925.797852
	Iteration 50Q: 3 clusters Score -1010732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1010743.750000 Penalty: 2925.797852
	Iteration 51Q: 3 clusters Score -1010744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1010751.625000 Penalty: 2925.797852
	Iteration 52Q: 3 clusters Score -1010752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1010757.375000 Penalty: 2925.797852
	Iteration 53Q: 3 clusters Score -1010757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1010761.937500 Penalty: 2925.797852
	Iteration 54Q: 3 clusters Score -1010762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1010763.812500 Penalty: 2925.797852
	Iteration 55Q: 3 clusters Score -1010764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1010764.750000 Penalty: 2925.797852
	Iteration 56Q: 3 clusters Score -1010765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1010765.375000 Penalty: 2925.797852
	Iteration 57Q: 3 clusters Score -1010765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1010768.062500 Penalty: 2925.797852
	Iteration 58Q: 3 clusters Score -1010768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1010772.812500 Penalty: 2925.797852
	Iteration 59Q: 3 clusters Score -1010773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1010771.937500 Penalty: 2925.797852
	Iteration 60F: 3 clusters Score -1010772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1010774.125000 Penalty: 2925.797852
	Iteration 61Q: 3 clusters Score -1010774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1010774.750000 Penalty: 2925.797852
	Iteration 62Q: 3 clusters Score -1010775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1010774.750000 Penalty: 2925.797852
	Iteration 63F: 3 clusters Score -1010775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Entering Unmasked Estep 
Score: -374365.750000 Penalty: 1309.786499
	Iteration 0F: 2 clusters Score -374365.8 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 1560 members 
Entering Unmasked Estep 
Score: -371642.593750 Penalty: 2619.572998
	Iteration 0F: 3 clusters Score -371642.6 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -372579.375000 Penalty: 2619.572998
	Iteration 1F: 3 clusters Score -372579.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -372894.718750 Penalty: 2619.572998
	Iteration 2F: 3 clusters Score -372894.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -373124.593750 Penalty: 2619.572998
	Iteration 3F: 3 clusters Score -373124.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -373317.687500 Penalty: 2619.572998
	Iteration 4F: 3 clusters Score -373317.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -373479.375000 Penalty: 2619.572998
	Iteration 5F: 3 clusters Score -373479.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -373571.437500 Penalty: 2619.572998
	Iteration 6Q: 3 clusters Score -373571.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -373649.187500 Penalty: 2619.572998
	Iteration 7Q: 3 clusters Score -373649.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -373713.156250 Penalty: 2619.572998
	Iteration 8Q: 3 clusters Score -373713.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -373758.281250 Penalty: 2619.572998
	Iteration 9Q: 3 clusters Score -373758.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -373786.875000 Penalty: 2619.572998
	Iteration 10Q: 3 clusters Score -373786.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -373804.437500 Penalty: 2619.572998
	Iteration 11Q: 3 clusters Score -373804.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -373821.968750 Penalty: 2619.572998
	Iteration 12Q: 3 clusters Score -373822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -373831.437500 Penalty: 2619.572998
	Iteration 13Q: 3 clusters Score -373831.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -373843.718750 Penalty: 2619.572998
	Iteration 14Q: 3 clusters Score -373843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -373850.218750 Penalty: 2619.572998
	Iteration 15Q: 3 clusters Score -373850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -373854.968750 Penalty: 2619.572998
	Iteration 16Q: 3 clusters Score -373855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -373859.000000 Penalty: 2619.572998
	Iteration 17Q: 3 clusters Score -373859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -373863.531250 Penalty: 2619.572998
	Iteration 18Q: 3 clusters Score -373863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -373866.281250 Penalty: 2619.572998
	Iteration 19Q: 3 clusters Score -373866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -373868.375000 Penalty: 2619.572998
	Iteration 20F: 3 clusters Score -373868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -373869.625000 Penalty: 2619.572998
	Iteration 21Q: 3 clusters Score -373869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -373871.750000 Penalty: 2619.572998
	Iteration 22Q: 3 clusters Score -373871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -373871.781250 Penalty: 2619.572998
	Iteration 23Q: 3 clusters Score -373871.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -373871.781250 Penalty: 2619.572998
	Iteration 24F: 3 clusters Score -373871.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1275034.750000 Penalty: 1504.035156
	Iteration 0F: 2 clusters Score -1275035 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 5170 members 
Entering Unmasked Estep 
Score: -1267575.125000 Penalty: 3008.070312
	Iteration 0F: 3 clusters Score -1267575 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1270112.625000 Penalty: 3008.070312
	Iteration 1F: 3 clusters Score -1270113 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1270410.625000 Penalty: 3008.070312
	Iteration 2F: 3 clusters Score -1270411 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1270702.375000 Penalty: 3008.070312
	Iteration 3F: 3 clusters Score -1270702 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1271026.625000 Penalty: 3008.070312
	Iteration 4F: 3 clusters Score -1271027 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1271401.625000 Penalty: 3008.070312
	Iteration 5F: 3 clusters Score -1271402 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1271839.750000 Penalty: 3008.070312
	Iteration 6F: 3 clusters Score -1271840 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1272292.875000 Penalty: 3008.070312
	Iteration 7F: 3 clusters Score -1272293 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1272702.875000 Penalty: 3008.070312
	Iteration 8F: 3 clusters Score -1272703 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1273053.250000 Penalty: 3008.070312
	Iteration 9Q: 3 clusters Score -1273053 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1273308.625000 Penalty: 3008.070312
	Iteration 10Q: 3 clusters Score -1273309 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1273488.250000 Penalty: 3008.070312
	Iteration 11Q: 3 clusters Score -1273488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1273618.000000 Penalty: 3008.070312
	Iteration 12Q: 3 clusters Score -1273618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1273708.625000 Penalty: 3008.070312
	Iteration 13Q: 3 clusters Score -1273709 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1273815.750000 Penalty: 3008.070312
	Iteration 14Q: 3 clusters Score -1273816 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1273931.000000 Penalty: 3008.070312
	Iteration 15Q: 3 clusters Score -1273931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1274029.750000 Penalty: 3008.070312
	Iteration 16Q: 3 clusters Score -1274030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1274120.750000 Penalty: 3008.070312
	Iteration 17Q: 3 clusters Score -1274121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1274222.250000 Penalty: 3008.070312
	Iteration 18Q: 3 clusters Score -1274222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1274296.500000 Penalty: 3008.070312
	Iteration 19Q: 3 clusters Score -1274296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1274337.125000 Penalty: 3008.070312
	Iteration 20F: 3 clusters Score -1274337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1274370.000000 Penalty: 3008.070312
	Iteration 21Q: 3 clusters Score -1274370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1274389.375000 Penalty: 3008.070312
	Iteration 22Q: 3 clusters Score -1274389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1274402.500000 Penalty: 3008.070312
	Iteration 23Q: 3 clusters Score -1274402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1274412.000000 Penalty: 3008.070312
	Iteration 24Q: 3 clusters Score -1274412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1274411.500000 Penalty: 3008.070312
	Iteration 25Q: 3 clusters Score -1274412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1274414.250000 Penalty: 3008.070312
	Iteration 26Q: 3 clusters Score -1274414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1274415.625000 Penalty: 3008.070312
	Iteration 27Q: 3 clusters Score -1274416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1274419.625000 Penalty: 3008.070312
	Iteration 28Q: 3 clusters Score -1274420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1274424.125000 Penalty: 3008.070312
	Iteration 29Q: 3 clusters Score -1274424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1274428.375000 Penalty: 3008.070312
	Iteration 30Q: 3 clusters Score -1274428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1274430.750000 Penalty: 3008.070312
	Iteration 31Q: 3 clusters Score -1274431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1274429.250000 Penalty: 3008.070312
	Iteration 32Q: 3 clusters Score -1274429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1274433.250000 Penalty: 3008.070312
	Iteration 33Q: 3 clusters Score -1274433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1274434.125000 Penalty: 3008.070312
	Iteration 34Q: 3 clusters Score -1274434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1274433.875000 Penalty: 3008.070312
	Iteration 35Q: 3 clusters Score -1274434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1274433.125000 Penalty: 3008.070312
	Iteration 36Q: 3 clusters Score -1274433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1274434.750000 Penalty: 3008.070312
	Iteration 37Q: 3 clusters Score -1274435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1274434.750000 Penalty: 3008.070312
	Iteration 38F: 3 clusters Score -1274435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Entering Unmasked Estep 
Score: -15356882.000000 Penalty: 1903.292847
	Iteration 0F: 2 clusters Score -1.535688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -15280115.000000 Penalty: 3806.585693
	Iteration 0F: 3 clusters Score -1.528012e+07 nChanged 58890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -15314824.000000 Penalty: 3806.585693
	Iteration 1F: 3 clusters Score -1.531482e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -15315709.000000 Penalty: 3806.585693
	Iteration 2Q: 3 clusters Score -1.531571e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -15316699.000000 Penalty: 3806.585693
	Iteration 3Q: 3 clusters Score -1.53167e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -15317999.000000 Penalty: 3806.585693
	Iteration 4Q: 3 clusters Score -1.5318e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -15319594.000000 Penalty: 3806.585693
	Iteration 5Q: 3 clusters Score -1.531959e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -15321287.000000 Penalty: 3806.585693
	Iteration 6Q: 3 clusters Score -1.532129e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -15323202.000000 Penalty: 3806.585693
	Iteration 7Q: 3 clusters Score -1.53232e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -15325393.000000 Penalty: 3806.585693
	Iteration 8Q: 3 clusters Score -1.532539e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -15328129.000000 Penalty: 3806.585693
	Iteration 9Q: 3 clusters Score -1.532813e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -15331142.000000 Penalty: 3806.585693
	Iteration 10Q: 3 clusters Score -1.533114e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -15334882.000000 Penalty: 3806.585693
	Iteration 11Q: 3 clusters Score -1.533488e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -15338636.000000 Penalty: 3806.585693
	Iteration 12Q: 3 clusters Score -1.533864e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -15341868.000000 Penalty: 3806.585693
	Iteration 13Q: 3 clusters Score -1.534187e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -15344326.000000 Penalty: 3806.585693
	Iteration 14Q: 3 clusters Score -1.534433e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97516 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -15346196.000000 Penalty: 3806.585693
	Iteration 15Q: 3 clusters Score -1.53462e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -15347545.000000 Penalty: 3806.585693
	Iteration 16Q: 3 clusters Score -1.534754e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102035 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -15348683.000000 Penalty: 3806.585693
	Iteration 17Q: 3 clusters Score -1.534868e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104239 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -15349611.000000 Penalty: 3806.585693
	Iteration 18Q: 3 clusters Score -1.534961e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -15350510.000000 Penalty: 3806.585693
	Iteration 19Q: 3 clusters Score -1.535051e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -15351217.000000 Penalty: 3806.585693
	Iteration 20F: 3 clusters Score -1.535122e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -15351973.000000 Penalty: 3806.585693
	Iteration 21Q: 3 clusters Score -1.535197e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -15352556.000000 Penalty: 3806.585693
	Iteration 22Q: 3 clusters Score -1.535256e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113954 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -15353032.000000 Penalty: 3806.585693
	Iteration 23Q: 3 clusters Score -1.535303e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -15353519.000000 Penalty: 3806.585693
	Iteration 24Q: 3 clusters Score -1.535352e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116590 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -15354090.000000 Penalty: 3806.585693
	Iteration 25Q: 3 clusters Score -1.535409e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -15354438.000000 Penalty: 3806.585693
	Iteration 26Q: 3 clusters Score -1.535444e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118438 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -15354660.000000 Penalty: 3806.585693
	Iteration 27Q: 3 clusters Score -1.535466e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -15354835.000000 Penalty: 3806.585693
	Iteration 28Q: 3 clusters Score -1.535484e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119535 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15354923.000000 Penalty: 3806.585693
	Iteration 29Q: 3 clusters Score -1.535492e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119873 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -15355073.000000 Penalty: 3806.585693
	Iteration 30Q: 3 clusters Score -1.535507e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -15355242.000000 Penalty: 3806.585693
	Iteration 31Q: 3 clusters Score -1.535524e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -15355265.000000 Penalty: 3806.585693
	Iteration 32Q: 3 clusters Score -1.535526e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120489 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15355331.000000 Penalty: 3806.585693
	Iteration 33Q: 3 clusters Score -1.535533e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15355363.000000 Penalty: 3806.585693
	Iteration 34Q: 3 clusters Score -1.535536e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15355391.000000 Penalty: 3806.585693
	Iteration 35Q: 3 clusters Score -1.535539e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120742 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -15355406.000000 Penalty: 3806.585693
	Iteration 36Q: 3 clusters Score -1.535541e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15355453.000000 Penalty: 3806.585693
	Iteration 37Q: 3 clusters Score -1.535545e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -15355478.000000 Penalty: 3806.585693
	Iteration 38Q: 3 clusters Score -1.535548e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -15355531.000000 Penalty: 3806.585693
	Iteration 39Q: 3 clusters Score -1.535553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -15355532.000000 Penalty: 3806.585693
	Iteration 40F: 3 clusters Score -1.535553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -15355538.000000 Penalty: 3806.585693
	Iteration 41Q: 3 clusters Score -1.535554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15355538.000000 Penalty: 3806.585693
	Iteration 42Q: 3 clusters Score -1.535554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -15355547.000000 Penalty: 3806.585693
	Iteration 43Q: 3 clusters Score -1.535555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120972 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -15355557.000000 Penalty: 3806.585693
	Iteration 44Q: 3 clusters Score -1.535556e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15355581.000000 Penalty: 3806.585693
	Iteration 45Q: 3 clusters Score -1.535558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120988 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -15355585.000000 Penalty: 3806.585693
	Iteration 46Q: 3 clusters Score -1.535558e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120987 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15355596.000000 Penalty: 3806.585693
	Iteration 47Q: 3 clusters Score -1.53556e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120993 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15355603.000000 Penalty: 3806.585693
	Iteration 48Q: 3 clusters Score -1.53556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121000 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -15355613.000000 Penalty: 3806.585693
	Iteration 49Q: 3 clusters Score -1.535561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121017 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15355601.000000 Penalty: 3806.585693
	Iteration 50Q: 3 clusters Score -1.53556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121024 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -15355602.000000 Penalty: 3806.585693
	Iteration 51Q: 3 clusters Score -1.53556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -15355612.000000 Penalty: 3806.585693
	Iteration 52Q: 3 clusters Score -1.535561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -15355610.000000 Penalty: 3806.585693
	Iteration 53Q: 3 clusters Score -1.535561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15355647.000000 Penalty: 3806.585693
	Iteration 54Q: 3 clusters Score -1.535565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15355650.000000 Penalty: 3806.585693
	Iteration 55Q: 3 clusters Score -1.535565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15355653.000000 Penalty: 3806.585693
	Iteration 56Q: 3 clusters Score -1.535565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15355652.000000 Penalty: 3806.585693
	Iteration 57Q: 3 clusters Score -1.535565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -15355670.000000 Penalty: 3806.585693
	Iteration 58Q: 3 clusters Score -1.535567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15355665.000000 Penalty: 3806.585693
	Iteration 59Q: 3 clusters Score -1.535566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15355666.000000 Penalty: 3806.585693
	Iteration 60F: 3 clusters Score -1.535567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15355670.000000 Penalty: 3806.585693
	Iteration 61Q: 3 clusters Score -1.535567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -15355663.000000 Penalty: 3806.585693
	Iteration 62Q: 3 clusters Score -1.535566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -15355658.000000 Penalty: 3806.585693
	Iteration 63Q: 3 clusters Score -1.535566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121095 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15355660.000000 Penalty: 3806.585693
	Iteration 64Q: 3 clusters Score -1.535566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15355676.000000 Penalty: 3806.585693
	Iteration 65Q: 3 clusters Score -1.535568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15355677.000000 Penalty: 3806.585693
	Iteration 66Q: 3 clusters Score -1.535568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15355681.000000 Penalty: 3806.585693
	Iteration 67Q: 3 clusters Score -1.535568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15355681.000000 Penalty: 3806.585693
	Iteration 68F: 3 clusters Score -1.535568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Entering Unmasked Estep 
Score: -918751.187500 Penalty: 1455.155396
	Iteration 0F: 2 clusters Score -918751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -913095.312500 Penalty: 2910.310791
	Iteration 0F: 3 clusters Score -913095.3 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -914913.500000 Penalty: 2910.310791
	Iteration 1F: 3 clusters Score -914913.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -915170.812500 Penalty: 2910.310791
	Iteration 2F: 3 clusters Score -915170.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -915363.562500 Penalty: 2910.310791
	Iteration 3F: 3 clusters Score -915363.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -915522.375000 Penalty: 2910.310791
	Iteration 4Q: 3 clusters Score -915522.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -915649.187500 Penalty: 2910.310791
	Iteration 5Q: 3 clusters Score -915649.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -915764.437500 Penalty: 2910.310791
	Iteration 6Q: 3 clusters Score -915764.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -915856.500000 Penalty: 2910.310791
	Iteration 7Q: 3 clusters Score -915856.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -915948.187500 Penalty: 2910.310791
	Iteration 8Q: 3 clusters Score -915948.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -916044.312500 Penalty: 2910.310791
	Iteration 9Q: 3 clusters Score -916044.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -916140.375000 Penalty: 2910.310791
	Iteration 10Q: 3 clusters Score -916140.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -916242.812500 Penalty: 2910.310791
	Iteration 11Q: 3 clusters Score -916242.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -916325.812500 Penalty: 2910.310791
	Iteration 12Q: 3 clusters Score -916325.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -916411.875000 Penalty: 2910.310791
	Iteration 13Q: 3 clusters Score -916411.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -916513.125000 Penalty: 2910.310791
	Iteration 14Q: 3 clusters Score -916513.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -916622.062500 Penalty: 2910.310791
	Iteration 15Q: 3 clusters Score -916622.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -916722.812500 Penalty: 2910.310791
	Iteration 16Q: 3 clusters Score -916722.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -916824.187500 Penalty: 2910.310791
	Iteration 17Q: 3 clusters Score -916824.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -916932.125000 Penalty: 2910.310791
	Iteration 18Q: 3 clusters Score -916932.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -917023.687500 Penalty: 2910.310791
	Iteration 19Q: 3 clusters Score -917023.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -917103.062500 Penalty: 2910.310791
	Iteration 20F: 3 clusters Score -917103.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -917155.812500 Penalty: 2910.310791
	Iteration 21Q: 3 clusters Score -917155.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -917197.312500 Penalty: 2910.310791
	Iteration 22Q: 3 clusters Score -917197.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -917240.312500 Penalty: 2910.310791
	Iteration 23Q: 3 clusters Score -917240.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -917263.500000 Penalty: 2910.310791
	Iteration 24Q: 3 clusters Score -917263.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -917283.625000 Penalty: 2910.310791
	Iteration 25Q: 3 clusters Score -917283.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -917304.812500 Penalty: 2910.310791
	Iteration 26Q: 3 clusters Score -917304.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -917323.562500 Penalty: 2910.310791
	Iteration 27Q: 3 clusters Score -917323.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -917340.875000 Penalty: 2910.310791
	Iteration 28Q: 3 clusters Score -917340.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -917360.437500 Penalty: 2910.310791
	Iteration 29Q: 3 clusters Score -917360.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -917378.312500 Penalty: 2910.310791
	Iteration 30Q: 3 clusters Score -917378.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -917396.125000 Penalty: 2910.310791
	Iteration 31Q: 3 clusters Score -917396.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -917409.750000 Penalty: 2910.310791
	Iteration 32Q: 3 clusters Score -917409.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -917421.437500 Penalty: 2910.310791
	Iteration 33Q: 3 clusters Score -917421.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -917429.750000 Penalty: 2910.310791
	Iteration 34Q: 3 clusters Score -917429.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -917435.875000 Penalty: 2910.310791
	Iteration 35Q: 3 clusters Score -917435.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -917442.312500 Penalty: 2910.310791
	Iteration 36Q: 3 clusters Score -917442.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -917446.687500 Penalty: 2910.310791
	Iteration 37Q: 3 clusters Score -917446.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -917450.625000 Penalty: 2910.310791
	Iteration 38Q: 3 clusters Score -917450.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -917455.062500 Penalty: 2910.310791
	Iteration 39Q: 3 clusters Score -917455.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -917457.937500 Penalty: 2910.310791
	Iteration 40F: 3 clusters Score -917457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -917461.562500 Penalty: 2910.310791
	Iteration 41Q: 3 clusters Score -917461.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -917467.812500 Penalty: 2910.310791
	Iteration 42Q: 3 clusters Score -917467.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -917475.125000 Penalty: 2910.310791
	Iteration 43Q: 3 clusters Score -917475.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -917484.625000 Penalty: 2910.310791
	Iteration 44Q: 3 clusters Score -917484.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -917487.000000 Penalty: 2910.310791
	Iteration 45Q: 3 clusters Score -917487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -917489.625000 Penalty: 2910.310791
	Iteration 46Q: 3 clusters Score -917489.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -917492.250000 Penalty: 2910.310791
	Iteration 47Q: 3 clusters Score -917492.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -917496.312500 Penalty: 2910.310791
	Iteration 48Q: 3 clusters Score -917496.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -917502.750000 Penalty: 2910.310791
	Iteration 49Q: 3 clusters Score -917502.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -917512.875000 Penalty: 2910.310791
	Iteration 50Q: 3 clusters Score -917512.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -917524.687500 Penalty: 2910.310791
	Iteration 51Q: 3 clusters Score -917524.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -917539.187500 Penalty: 2910.310791
	Iteration 52Q: 3 clusters Score -917539.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -917560.750000 Penalty: 2910.310791
	Iteration 53Q: 3 clusters Score -917560.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -917581.312500 Penalty: 2910.310791
	Iteration 54Q: 3 clusters Score -917581.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -917608.187500 Penalty: 2910.310791
	Iteration 55Q: 3 clusters Score -917608.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -917639.687500 Penalty: 2910.310791
	Iteration 56Q: 3 clusters Score -917639.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -917677.687500 Penalty: 2910.310791
	Iteration 57Q: 3 clusters Score -917677.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -917712.000000 Penalty: 2910.310791
	Iteration 58Q: 3 clusters Score -917712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -917739.687500 Penalty: 2910.310791
	Iteration 59Q: 3 clusters Score -917739.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -917773.687500 Penalty: 2910.310791
	Iteration 60F: 3 clusters Score -917773.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -917817.812500 Penalty: 2910.310791
	Iteration 61Q: 3 clusters Score -917817.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -917867.437500 Penalty: 2910.310791
	Iteration 62Q: 3 clusters Score -917867.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -917945.937500 Penalty: 2910.310791
	Iteration 63Q: 3 clusters Score -917945.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -918035.312500 Penalty: 2910.310791
	Iteration 64Q: 3 clusters Score -918035.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -918107.750000 Penalty: 2910.310791
	Iteration 65Q: 3 clusters Score -918107.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -918182.187500 Penalty: 2910.310791
	Iteration 66Q: 3 clusters Score -918182.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -918251.125000 Penalty: 2910.310791
	Iteration 67Q: 3 clusters Score -918251.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -918301.125000 Penalty: 2910.310791
	Iteration 68Q: 3 clusters Score -918301.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -918345.125000 Penalty: 2910.310791
	Iteration 69Q: 3 clusters Score -918345.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -918384.875000 Penalty: 2910.310791
	Iteration 70Q: 3 clusters Score -918384.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -918417.750000 Penalty: 2910.310791
	Iteration 71Q: 3 clusters Score -918417.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -918447.750000 Penalty: 2910.310791
	Iteration 72Q: 3 clusters Score -918447.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -918476.562500 Penalty: 2910.310791
	Iteration 73Q: 3 clusters Score -918476.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -918498.625000 Penalty: 2910.310791
	Iteration 74Q: 3 clusters Score -918498.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -918518.437500 Penalty: 2910.310791
	Iteration 75Q: 3 clusters Score -918518.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -918539.625000 Penalty: 2910.310791
	Iteration 76Q: 3 clusters Score -918539.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -918556.875000 Penalty: 2910.310791
	Iteration 77Q: 3 clusters Score -918556.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -918573.375000 Penalty: 2910.310791
	Iteration 78Q: 3 clusters Score -918573.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -918590.062500 Penalty: 2910.310791
	Iteration 79Q: 3 clusters Score -918590.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -918608.750000 Penalty: 2910.310791
	Iteration 80F: 3 clusters Score -918608.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -918619.375000 Penalty: 2910.310791
	Iteration 81Q: 3 clusters Score -918619.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -918627.625000 Penalty: 2910.310791
	Iteration 82Q: 3 clusters Score -918627.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -918634.687500 Penalty: 2910.310791
	Iteration 83Q: 3 clusters Score -918634.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -918638.562500 Penalty: 2910.310791
	Iteration 84Q: 3 clusters Score -918638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -918642.437500 Penalty: 2910.310791
	Iteration 85Q: 3 clusters Score -918642.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -918645.875000 Penalty: 2910.310791
	Iteration 86Q: 3 clusters Score -918645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -918647.312500 Penalty: 2910.310791
	Iteration 87Q: 3 clusters Score -918647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -918645.812500 Penalty: 2910.310791
	Iteration 88Q: 3 clusters Score -918645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -918645.875000 Penalty: 2910.310791
	Iteration 89Q: 3 clusters Score -918645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -918648.437500 Penalty: 2910.310791
	Iteration 90Q: 3 clusters Score -918648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -918649.250000 Penalty: 2910.310791
	Iteration 91Q: 3 clusters Score -918649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -918649.500000 Penalty: 2910.310791
	Iteration 92Q: 3 clusters Score -918649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -918650.875000 Penalty: 2910.310791
	Iteration 93Q: 3 clusters Score -918650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -918651.562500 Penalty: 2910.310791
	Iteration 94Q: 3 clusters Score -918651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -918651.437500 Penalty: 2910.310791
	Iteration 95Q: 3 clusters Score -918651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -918653.375000 Penalty: 2910.310791
	Iteration 96Q: 3 clusters Score -918653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -918657.562500 Penalty: 2910.310791
	Iteration 97Q: 3 clusters Score -918657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -918659.812500 Penalty: 2910.310791
	Iteration 98Q: 3 clusters Score -918659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -918663.062500 Penalty: 2910.310791
	Iteration 99Q: 3 clusters Score -918663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -918665.500000 Penalty: 2910.310791
	Iteration 100F: 3 clusters Score -918665.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -918665.187500 Penalty: 2910.310791
	Iteration 101Q: 3 clusters Score -918665.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -918669.437500 Penalty: 2910.310791
	Iteration 102Q: 3 clusters Score -918669.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -918670.937500 Penalty: 2910.310791
	Iteration 103Q: 3 clusters Score -918670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -918675.875000 Penalty: 2910.310791
	Iteration 104Q: 3 clusters Score -918675.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -918678.687500 Penalty: 2910.310791
	Iteration 105Q: 3 clusters Score -918678.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -918680.875000 Penalty: 2910.310791
	Iteration 106Q: 3 clusters Score -918680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -918682.000000 Penalty: 2910.310791
	Iteration 107Q: 3 clusters Score -918682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -918681.375000 Penalty: 2910.310791
	Iteration 108Q: 3 clusters Score -918681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -918682.125000 Penalty: 2910.310791
	Iteration 109Q: 3 clusters Score -918682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -918684.125000 Penalty: 2910.310791
	Iteration 110Q: 3 clusters Score -918684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -918682.937500 Penalty: 2910.310791
	Iteration 111Q: 3 clusters Score -918682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -918686.125000 Penalty: 2910.310791
	Iteration 112Q: 3 clusters Score -918686.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -918689.000000 Penalty: 2910.310791
	Iteration 113Q: 3 clusters Score -918689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -918691.000000 Penalty: 2910.310791
	Iteration 114Q: 3 clusters Score -918691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -918695.875000 Penalty: 2910.310791
	Iteration 115Q: 3 clusters Score -918695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -918695.500000 Penalty: 2910.310791
	Iteration 116Q: 3 clusters Score -918695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -918695.875000 Penalty: 2910.310791
	Iteration 117Q: 3 clusters Score -918695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -918695.312500 Penalty: 2910.310791
	Iteration 118Q: 3 clusters Score -918695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -918694.500000 Penalty: 2910.310791
	Iteration 119Q: 3 clusters Score -918694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -918696.062500 Penalty: 2910.310791
	Iteration 120F: 3 clusters Score -918696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -918696.437500 Penalty: 2910.310791
	Iteration 121Q: 3 clusters Score -918696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -918697.000000 Penalty: 2910.310791
	Iteration 122Q: 3 clusters Score -918697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -918697.000000 Penalty: 2910.310791
	Iteration 123F: 3 clusters Score -918697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Entering Unmasked Estep 
Score: -2001979.125000 Penalty: 1576.134399
	Iteration 0F: 2 clusters Score -2001979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1990682.875000 Penalty: 3152.268799
	Iteration 0F: 3 clusters Score -1990683 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1994618.875000 Penalty: 3152.268799
	Iteration 1F: 3 clusters Score -1994619 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1994997.000000 Penalty: 3152.268799
	Iteration 2F: 3 clusters Score -1994997 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1995354.875000 Penalty: 3152.268799
	Iteration 3F: 3 clusters Score -1995355 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1995737.250000 Penalty: 3152.268799
	Iteration 4F: 3 clusters Score -1995737 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1996183.875000 Penalty: 3152.268799
	Iteration 5F: 3 clusters Score -1996184 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1996664.250000 Penalty: 3152.268799
	Iteration 6F: 3 clusters Score -1996664 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1997170.625000 Penalty: 3152.268799
	Iteration 7F: 3 clusters Score -1997171 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1997689.125000 Penalty: 3152.268799
	Iteration 8F: 3 clusters Score -1997689 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1998180.250000 Penalty: 3152.268799
	Iteration 9Q: 3 clusters Score -1998180 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1998698.500000 Penalty: 3152.268799
	Iteration 10Q: 3 clusters Score -1998698 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1999192.125000 Penalty: 3152.268799
	Iteration 11Q: 3 clusters Score -1999192 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1999623.000000 Penalty: 3152.268799
	Iteration 12Q: 3 clusters Score -1999623 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1999990.500000 Penalty: 3152.268799
	Iteration 13Q: 3 clusters Score -1999990 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2000239.000000 Penalty: 3152.268799
	Iteration 14Q: 3 clusters Score -2000239 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2000412.000000 Penalty: 3152.268799
	Iteration 15Q: 3 clusters Score -2000412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2000527.625000 Penalty: 3152.268799
	Iteration 16Q: 3 clusters Score -2000528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2000592.875000 Penalty: 3152.268799
	Iteration 17Q: 3 clusters Score -2000593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2000632.875000 Penalty: 3152.268799
	Iteration 18Q: 3 clusters Score -2000633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2000661.875000 Penalty: 3152.268799
	Iteration 19Q: 3 clusters Score -2000662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2000680.625000 Penalty: 3152.268799
	Iteration 20F: 3 clusters Score -2000681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2000694.250000 Penalty: 3152.268799
	Iteration 21Q: 3 clusters Score -2000694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2000702.500000 Penalty: 3152.268799
	Iteration 22Q: 3 clusters Score -2000702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2000702.375000 Penalty: 3152.268799
	Iteration 23Q: 3 clusters Score -2000702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2000705.000000 Penalty: 3152.268799
	Iteration 24Q: 3 clusters Score -2000705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2000707.625000 Penalty: 3152.268799
	Iteration 25Q: 3 clusters Score -2000708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2000710.875000 Penalty: 3152.268799
	Iteration 26Q: 3 clusters Score -2000711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2000708.250000 Penalty: 3152.268799
	Iteration 27Q: 3 clusters Score -2000708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2000708.250000 Penalty: 3152.268799
	Iteration 28F: 3 clusters Score -2000708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -20770.451172 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -20770.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19939.982422 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -19939.98 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20452.718750 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -20452.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20714.486328 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -20714.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20977.314453 Penalty: 1998.252319
	Iteration 3F: 3 clusters Score -20977.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21234.916016 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -21234.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21399.623047 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -21399.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21512.646484 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -21512.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21584.857422 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -21584.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21621.705078 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -21621.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21669.150391 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -21669.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21701.017578 Penalty: 1998.252319
	Iteration 10Q: 3 clusters Score -21701.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21720.410156 Penalty: 1998.252319
	Iteration 11Q: 3 clusters Score -21720.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21740.107422 Penalty: 1998.252319
	Iteration 12Q: 3 clusters Score -21740.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21758.031250 Penalty: 1998.252319
	Iteration 13Q: 3 clusters Score -21758.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21793.412109 Penalty: 1998.252319
	Iteration 14Q: 3 clusters Score -21793.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21844.740234 Penalty: 1998.252319
	Iteration 15Q: 3 clusters Score -21844.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21846.818359 Penalty: 1998.252319
	Iteration 16Q: 3 clusters Score -21846.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21851.748047 Penalty: 1998.252319
	Iteration 17Q: 3 clusters Score -21851.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21857.251953 Penalty: 1998.252319
	Iteration 18Q: 3 clusters Score -21857.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21857.251953 Penalty: 1998.252319
	Iteration 19F: 3 clusters Score -21857.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 257 members 
Entering Unmasked Estep 
Score: -141712800.000000 Penalty: 81671.953125
Splitting cluster 19 changes total score from -141712752.000000 to -141712800.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (118025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Entering Unmasked Estep 
Score: -14872105.000000 Penalty: 1897.780884
	Iteration 0F: 2 clusters Score -1.48721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -14797791.000000 Penalty: 3795.561768
	Iteration 0F: 3 clusters Score -1.479779e+07 nChanged 56669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -14831420.000000 Penalty: 3795.561768
	Iteration 1F: 3 clusters Score -1.483142e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -14833038.000000 Penalty: 3795.561768
	Iteration 2Q: 3 clusters Score -1.483304e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -14835891.000000 Penalty: 3795.561768
	Iteration 3F: 3 clusters Score -1.483589e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -14840938.000000 Penalty: 3795.561768
	Iteration 4F: 3 clusters Score -1.484094e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -14848831.000000 Penalty: 3795.561768
	Iteration 5F: 3 clusters Score -1.484883e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -14858514.000000 Penalty: 3795.561768
	Iteration 6F: 3 clusters Score -1.485851e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -14866075.000000 Penalty: 3795.561768
	Iteration 7F: 3 clusters Score -1.486608e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -14869113.000000 Penalty: 3795.561768
	Iteration 8Q: 3 clusters Score -1.486911e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14870052.000000 Penalty: 3795.561768
	Iteration 9Q: 3 clusters Score -1.487005e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14870257.000000 Penalty: 3795.561768
	Iteration 10Q: 3 clusters Score -1.487026e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117746 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14870354.000000 Penalty: 3795.561768
	Iteration 11Q: 3 clusters Score -1.487035e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117824 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14870408.000000 Penalty: 3795.561768
	Iteration 12Q: 3 clusters Score -1.487041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117844 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14870450.000000 Penalty: 3795.561768
	Iteration 13Q: 3 clusters Score -1.487045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14870467.000000 Penalty: 3795.561768
	Iteration 14Q: 3 clusters Score -1.487047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14870474.000000 Penalty: 3795.561768
	Iteration 15Q: 3 clusters Score -1.487047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117871 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14870487.000000 Penalty: 3795.561768
	Iteration 16Q: 3 clusters Score -1.487049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14870505.000000 Penalty: 3795.561768
	Iteration 17Q: 3 clusters Score -1.48705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14870511.000000 Penalty: 3795.561768
	Iteration 18Q: 3 clusters Score -1.487051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14870516.000000 Penalty: 3795.561768
	Iteration 19Q: 3 clusters Score -1.487052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14870519.000000 Penalty: 3795.561768
	Iteration 20F: 3 clusters Score -1.487052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14870512.000000 Penalty: 3795.561768
	Iteration 21Q: 3 clusters Score -1.487051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14870516.000000 Penalty: 3795.561768
	Iteration 22Q: 3 clusters Score -1.487052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14870516.000000 Penalty: 3795.561768
	Iteration 23F: 3 clusters Score -1.487052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Entering Unmasked Estep 
Score: -6947296.500000 Penalty: 1773.592529
	Iteration 0F: 2 clusters Score -6947296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -6910618.500000 Penalty: 3547.185059
	Iteration 0F: 3 clusters Score -6910618 nChanged 25836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6925735.000000 Penalty: 3547.185059
	Iteration 1F: 3 clusters Score -6925735 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6926608.000000 Penalty: 3547.185059
	Iteration 2Q: 3 clusters Score -6926608 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6927712.000000 Penalty: 3547.185059
	Iteration 3Q: 3 clusters Score -6927712 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -6928975.500000 Penalty: 3547.185059
	Iteration 4Q: 3 clusters Score -6928976 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -6930547.000000 Penalty: 3547.185059
	Iteration 5F: 3 clusters Score -6930547 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -6932281.000000 Penalty: 3547.185059
	Iteration 6F: 3 clusters Score -6932281 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -6934049.000000 Penalty: 3547.185059
	Iteration 7F: 3 clusters Score -6934049 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6935978.000000 Penalty: 3547.185059
	Iteration 8F: 3 clusters Score -6935978 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -6937864.500000 Penalty: 3547.185059
	Iteration 9F: 3 clusters Score -6937864 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6939126.500000 Penalty: 3547.185059
	Iteration 10Q: 3 clusters Score -6939126 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6939827.500000 Penalty: 3547.185059
	Iteration 11Q: 3 clusters Score -6939828 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -6940156.500000 Penalty: 3547.185059
	Iteration 12Q: 3 clusters Score -6940156 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -6940370.500000 Penalty: 3547.185059
	Iteration 13Q: 3 clusters Score -6940370 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6940599.000000 Penalty: 3547.185059
	Iteration 14Q: 3 clusters Score -6940599 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -6940810.500000 Penalty: 3547.185059
	Iteration 15Q: 3 clusters Score -6940810 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -6941019.500000 Penalty: 3547.185059
	Iteration 16Q: 3 clusters Score -6941020 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -6941202.500000 Penalty: 3547.185059
	Iteration 17Q: 3 clusters Score -6941202 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -6941370.000000 Penalty: 3547.185059
	Iteration 18Q: 3 clusters Score -6941370 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -6941546.500000 Penalty: 3547.185059
	Iteration 19Q: 3 clusters Score -6941546 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -6941673.000000 Penalty: 3547.185059
	Iteration 20F: 3 clusters Score -6941673 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -6941853.000000 Penalty: 3547.185059
	Iteration 21Q: 3 clusters Score -6941853 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -6941929.000000 Penalty: 3547.185059
	Iteration 22Q: 3 clusters Score -6941929 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -6942049.000000 Penalty: 3547.185059
	Iteration 23Q: 3 clusters Score -6942049 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -6942126.500000 Penalty: 3547.185059
	Iteration 24Q: 3 clusters Score -6942126 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -6942205.000000 Penalty: 3547.185059
	Iteration 25Q: 3 clusters Score -6942205 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -6942292.500000 Penalty: 3547.185059
	Iteration 26Q: 3 clusters Score -6942292 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -6942417.500000 Penalty: 3547.185059
	Iteration 27Q: 3 clusters Score -6942418 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -6942494.500000 Penalty: 3547.185059
	Iteration 28Q: 3 clusters Score -6942494 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -6942610.500000 Penalty: 3547.185059
	Iteration 29Q: 3 clusters Score -6942610 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -6942689.500000 Penalty: 3547.185059
	Iteration 30Q: 3 clusters Score -6942690 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -6942794.500000 Penalty: 3547.185059
	Iteration 31Q: 3 clusters Score -6942794 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -6942878.000000 Penalty: 3547.185059
	Iteration 32Q: 3 clusters Score -6942878 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -6942993.500000 Penalty: 3547.185059
	Iteration 33Q: 3 clusters Score -6942994 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -6943098.500000 Penalty: 3547.185059
	Iteration 34Q: 3 clusters Score -6943098 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -6943175.000000 Penalty: 3547.185059
	Iteration 35Q: 3 clusters Score -6943175 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -6943267.500000 Penalty: 3547.185059
	Iteration 36Q: 3 clusters Score -6943268 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -6943393.000000 Penalty: 3547.185059
	Iteration 37Q: 3 clusters Score -6943393 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -6943514.500000 Penalty: 3547.185059
	Iteration 38Q: 3 clusters Score -6943514 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -6943627.500000 Penalty: 3547.185059
	Iteration 39Q: 3 clusters Score -6943628 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -6943691.500000 Penalty: 3547.185059
	Iteration 40F: 3 clusters Score -6943692 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -6943785.000000 Penalty: 3547.185059
	Iteration 41Q: 3 clusters Score -6943785 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -6943907.500000 Penalty: 3547.185059
	Iteration 42Q: 3 clusters Score -6943908 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -6944003.000000 Penalty: 3547.185059
	Iteration 43Q: 3 clusters Score -6944003 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6944083.000000 Penalty: 3547.185059
	Iteration 44Q: 3 clusters Score -6944083 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6944181.500000 Penalty: 3547.185059
	Iteration 45Q: 3 clusters Score -6944182 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -6944286.500000 Penalty: 3547.185059
	Iteration 46Q: 3 clusters Score -6944286 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -6944365.000000 Penalty: 3547.185059
	Iteration 47Q: 3 clusters Score -6944365 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -6944485.000000 Penalty: 3547.185059
	Iteration 48Q: 3 clusters Score -6944485 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6944571.500000 Penalty: 3547.185059
	Iteration 49Q: 3 clusters Score -6944572 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -6944666.000000 Penalty: 3547.185059
	Iteration 50Q: 3 clusters Score -6944666 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -6944763.000000 Penalty: 3547.185059
	Iteration 51Q: 3 clusters Score -6944763 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -6944858.500000 Penalty: 3547.185059
	Iteration 52Q: 3 clusters Score -6944858 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -6944906.500000 Penalty: 3547.185059
	Iteration 53Q: 3 clusters Score -6944906 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -6944971.000000 Penalty: 3547.185059
	Iteration 54Q: 3 clusters Score -6944971 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -6945017.500000 Penalty: 3547.185059
	Iteration 55Q: 3 clusters Score -6945018 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -6945067.500000 Penalty: 3547.185059
	Iteration 56Q: 3 clusters Score -6945068 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -6945140.500000 Penalty: 3547.185059
	Iteration 57Q: 3 clusters Score -6945140 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -6945185.000000 Penalty: 3547.185059
	Iteration 58Q: 3 clusters Score -6945185 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -6945232.500000 Penalty: 3547.185059
	Iteration 59Q: 3 clusters Score -6945232 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -6945294.000000 Penalty: 3547.185059
	Iteration 60F: 3 clusters Score -6945294 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -6945350.500000 Penalty: 3547.185059
	Iteration 61Q: 3 clusters Score -6945350 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -6945405.000000 Penalty: 3547.185059
	Iteration 62Q: 3 clusters Score -6945405 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -6945454.500000 Penalty: 3547.185059
	Iteration 63Q: 3 clusters Score -6945454 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -6945482.000000 Penalty: 3547.185059
	Iteration 64Q: 3 clusters Score -6945482 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -6945546.500000 Penalty: 3547.185059
	Iteration 65Q: 3 clusters Score -6945546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -6945554.500000 Penalty: 3547.185059
	Iteration 66Q: 3 clusters Score -6945554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6945574.500000 Penalty: 3547.185059
	Iteration 67Q: 3 clusters Score -6945574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6945594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6945647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -6945664.500000 Penalty: 3547.185059
	Iteration 70Q: 3 clusters Score -6945664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6945673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -6945685.000000 Penalty: 3547.185059
	Iteration 72Q: 3 clusters Score -6945685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6945705.500000 Penalty: 3547.185059
	Iteration 73Q: 3 clusters Score -6945706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -6945712.000000 Penalty: 3547.185059
	Iteration 74Q: 3 clusters Score -6945712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6945724.500000 Penalty: 3547.185059
	Iteration 75Q: 3 clusters Score -6945724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -6945734.500000 Penalty: 3547.185059
	Iteration 76Q: 3 clusters Score -6945734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -6945743.500000 Penalty: 3547.185059
	Iteration 77Q: 3 clusters Score -6945744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -6945766.000000 Penalty: 3547.185059
	Iteration 78Q: 3 clusters Score -6945766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -6945777.500000 Penalty: 3547.185059
	Iteration 79Q: 3 clusters Score -6945778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6945787.000000 Penalty: 3547.185059
	Iteration 80F: 3 clusters Score -6945787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6945786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -6945795.000000 Penalty: 3547.185059
	Iteration 82Q: 3 clusters Score -6945795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -6945801.500000 Penalty: 3547.185059
	Iteration 83Q: 3 clusters Score -6945802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6945802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -6945811.000000 Penalty: 3547.185059
	Iteration 85Q: 3 clusters Score -6945811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -6945810.500000 Penalty: 3547.185059
	Iteration 86Q: 3 clusters Score -6945810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -6945811.000000 Penalty: 3547.185059
	Iteration 87Q: 3 clusters Score -6945811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -6945810.500000 Penalty: 3547.185059
	Iteration 88Q: 3 clusters Score -6945810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -6945812.000000 Penalty: 3547.185059
	Iteration 89Q: 3 clusters Score -6945812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6945812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6945819.000000 Penalty: 3547.185059
	Iteration 91Q: 3 clusters Score -6945819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6945813.500000 Penalty: 3547.185059
	Iteration 92Q: 3 clusters Score -6945814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -6945823.000000 Penalty: 3547.185059
	Iteration 93Q: 3 clusters Score -6945823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -6945830.000000 Penalty: 3547.185059
	Iteration 94Q: 3 clusters Score -6945830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6945830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -6945833.500000 Penalty: 3547.185059
	Iteration 96Q: 3 clusters Score -6945834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -6945843.000000 Penalty: 3547.185059
	Iteration 97Q: 3 clusters Score -6945843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -6945841.500000 Penalty: 3547.185059
	Iteration 98Q: 3 clusters Score -6945842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -6945846.500000 Penalty: 3547.185059
	Iteration 99Q: 3 clusters Score -6945846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -6945850.000000 Penalty: 3547.185059
	Iteration 100F: 3 clusters Score -6945850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -6945851.500000 Penalty: 3547.185059
	Iteration 101Q: 3 clusters Score -6945852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -6945859.000000 Penalty: 3547.185059
	Iteration 102Q: 3 clusters Score -6945859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -6945854.000000 Penalty: 3547.185059
	Iteration 103Q: 3 clusters Score -6945854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6945851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6945846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6945846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6945850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -6945856.500000 Penalty: 3547.185059
	Iteration 108Q: 3 clusters Score -6945856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6945854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -6945860.500000 Penalty: 3547.185059
	Iteration 110Q: 3 clusters Score -6945860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6945860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6945864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -6945869.500000 Penalty: 3547.185059
	Iteration 113Q: 3 clusters Score -6945870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6945870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -6945876.000000 Penalty: 3547.185059
	Iteration 115Q: 3 clusters Score -6945876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -6945878.500000 Penalty: 3547.185059
	Iteration 116Q: 3 clusters Score -6945878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6945878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6945878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -6945890.000000 Penalty: 3547.185059
	Iteration 119Q: 3 clusters Score -6945890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -6945894.000000 Penalty: 3547.185059
	Iteration 120F: 3 clusters Score -6945894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6945898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6945898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -6945907.000000 Penalty: 3547.185059
	Iteration 123Q: 3 clusters Score -6945907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6945898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -6945900.500000 Penalty: 3547.185059
	Iteration 125Q: 3 clusters Score -6945900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -6945906.500000 Penalty: 3547.185059
	Iteration 126Q: 3 clusters Score -6945906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -6945912.500000 Penalty: 3547.185059
	Iteration 127Q: 3 clusters Score -6945912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -6945924.500000 Penalty: 3547.185059
	Iteration 128Q: 3 clusters Score -6945924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -6945927.500000 Penalty: 3547.185059
	Iteration 129Q: 3 clusters Score -6945928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -6945928.500000 Penalty: 3547.185059
	Iteration 130Q: 3 clusters Score -6945928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -6945932.500000 Penalty: 3547.185059
	Iteration 131Q: 3 clusters Score -6945932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -6945940.500000 Penalty: 3547.185059
	Iteration 132Q: 3 clusters Score -6945940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -6945948.500000 Penalty: 3547.185059
	Iteration 133Q: 3 clusters Score -6945948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -6945946.000000 Penalty: 3547.185059
	Iteration 134Q: 3 clusters Score -6945946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -6945949.500000 Penalty: 3547.185059
	Iteration 135Q: 3 clusters Score -6945950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6945950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -6945954.500000 Penalty: 3547.185059
	Iteration 137Q: 3 clusters Score -6945954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -6945961.000000 Penalty: 3547.185059
	Iteration 138Q: 3 clusters Score -6945961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6945954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -6945965.500000 Penalty: 3547.185059
	Iteration 140F: 3 clusters Score -6945966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6945961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -6945962.500000 Penalty: 3547.185059
	Iteration 142Q: 3 clusters Score -6945962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6945968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -6945964.000000 Penalty: 3547.185059
	Iteration 144Q: 3 clusters Score -6945964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6945969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -6945970.500000 Penalty: 3547.185059
	Iteration 146Q: 3 clusters Score -6945970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6945968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6945968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6945966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -6945963.500000 Penalty: 3547.185059
	Iteration 150Q: 3 clusters Score -6945964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -6945975.500000 Penalty: 3547.185059
	Iteration 151Q: 3 clusters Score -6945976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6945975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6945976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6945969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6945976 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -6945973.000000 Penalty: 3547.185059
	Iteration 156Q: 3 clusters Score -6945973 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6945969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -6945977.000000 Penalty: 3547.185059
	Iteration 158Q: 3 clusters Score -6945977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6945974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -6945977.000000 Penalty: 3547.185059
	Iteration 160F: 3 clusters Score -6945977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -6945975.000000 Penalty: 3547.185059
	Iteration 161Q: 3 clusters Score -6945975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -6945975.000000 Penalty: 3547.185059
	Iteration 162F: 3 clusters Score -6945975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -506779.875000 Penalty: 1356.059326
	Iteration 0F: 2 clusters Score -506779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -503271.156250 Penalty: 2712.118652
	Iteration 0F: 3 clusters Score -503271.2 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -504282.687500 Penalty: 2712.118652
	Iteration 1F: 3 clusters Score -504282.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -504604.250000 Penalty: 2712.118652
	Iteration 2F: 3 clusters Score -504604.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -504894.000000 Penalty: 2712.118652
	Iteration 3F: 3 clusters Score -504894 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -505158.156250 Penalty: 2712.118652
	Iteration 4F: 3 clusters Score -505158.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -505431.781250 Penalty: 2712.118652
	Iteration 5F: 3 clusters Score -505431.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -505691.156250 Penalty: 2712.118652
	Iteration 6F: 3 clusters Score -505691.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -505920.656250 Penalty: 2712.118652
	Iteration 7Q: 3 clusters Score -505920.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -506084.125000 Penalty: 2712.118652
	Iteration 8Q: 3 clusters Score -506084.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -506208.375000 Penalty: 2712.118652
	Iteration 9Q: 3 clusters Score -506208.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -506300.625000 Penalty: 2712.118652
	Iteration 10Q: 3 clusters Score -506300.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -506349.593750 Penalty: 2712.118652
	Iteration 11Q: 3 clusters Score -506349.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -506374.281250 Penalty: 2712.118652
	Iteration 12Q: 3 clusters Score -506374.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -506389.687500 Penalty: 2712.118652
	Iteration 13Q: 3 clusters Score -506389.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -506398.843750 Penalty: 2712.118652
	Iteration 14Q: 3 clusters Score -506398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -506403.625000 Penalty: 2712.118652
	Iteration 15Q: 3 clusters Score -506403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -506404.343750 Penalty: 2712.118652
	Iteration 16Q: 3 clusters Score -506404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -506406.093750 Penalty: 2712.118652
	Iteration 17Q: 3 clusters Score -506406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -506408.000000 Penalty: 2712.118652
	Iteration 18Q: 3 clusters Score -506408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -506408.812500 Penalty: 2712.118652
	Iteration 19Q: 3 clusters Score -506408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -506410.406250 Penalty: 2712.118652
	Iteration 20F: 3 clusters Score -506410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -506411.281250 Penalty: 2712.118652
	Iteration 21Q: 3 clusters Score -506411.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -506412.656250 Penalty: 2712.118652
	Iteration 22Q: 3 clusters Score -506412.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -506413.562500 Penalty: 2712.118652
	Iteration 23Q: 3 clusters Score -506413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -506413.968750 Penalty: 2712.118652
	Iteration 24Q: 3 clusters Score -506414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -506414.000000 Penalty: 2712.118652
	Iteration 25Q: 3 clusters Score -506414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -506414.781250 Penalty: 2712.118652
	Iteration 26Q: 3 clusters Score -506414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -506415.531250 Penalty: 2712.118652
	Iteration 27Q: 3 clusters Score -506415.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -506416.437500 Penalty: 2712.118652
	Iteration 28Q: 3 clusters Score -506416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -506419.156250 Penalty: 2712.118652
	Iteration 29Q: 3 clusters Score -506419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -506420.187500 Penalty: 2712.118652
	Iteration 30Q: 3 clusters Score -506420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -506422.937500 Penalty: 2712.118652
	Iteration 31Q: 3 clusters Score -506422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -506423.343750 Penalty: 2712.118652
	Iteration 32Q: 3 clusters Score -506423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -506423.031250 Penalty: 2712.118652
	Iteration 33Q: 3 clusters Score -506423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -506423.281250 Penalty: 2712.118652
	Iteration 34Q: 3 clusters Score -506423.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -506423.281250 Penalty: 2712.118652
	Iteration 35F: 3 clusters Score -506423.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Entering Unmasked Estep 
Score: -14264287.000000 Penalty: 1890.817139
	Iteration 0F: 2 clusters Score -1.426429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -14190510.000000 Penalty: 3781.634277
	Iteration 0F: 3 clusters Score -1.419051e+07 nChanged 54448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -14222420.000000 Penalty: 3781.634277
	Iteration 1F: 3 clusters Score -1.422242e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -14223585.000000 Penalty: 3781.634277
	Iteration 2Q: 3 clusters Score -1.422358e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -14225407.000000 Penalty: 3781.634277
	Iteration 3Q: 3 clusters Score -1.422541e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -14229041.000000 Penalty: 3781.634277
	Iteration 4F: 3 clusters Score -1.422904e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -14235148.000000 Penalty: 3781.634277
	Iteration 5F: 3 clusters Score -1.423515e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -14243232.000000 Penalty: 3781.634277
	Iteration 6F: 3 clusters Score -1.424323e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -14249998.000000 Penalty: 3781.634277
	Iteration 7F: 3 clusters Score -1.425e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -14252662.000000 Penalty: 3781.634277
	Iteration 8F: 3 clusters Score -1.425266e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -14253459.000000 Penalty: 3781.634277
	Iteration 9Q: 3 clusters Score -1.425346e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -14253772.000000 Penalty: 3781.634277
	Iteration 10Q: 3 clusters Score -1.425377e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -14254035.000000 Penalty: 3781.634277
	Iteration 11Q: 3 clusters Score -1.425404e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -14254388.000000 Penalty: 3781.634277
	Iteration 12Q: 3 clusters Score -1.425439e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -14254642.000000 Penalty: 3781.634277
	Iteration 13Q: 3 clusters Score -1.425464e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -14254825.000000 Penalty: 3781.634277
	Iteration 14Q: 3 clusters Score -1.425482e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -14254889.000000 Penalty: 3781.634277
	Iteration 15Q: 3 clusters Score -1.425489e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -14255085.000000 Penalty: 3781.634277
	Iteration 16Q: 3 clusters Score -1.425508e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -14255216.000000 Penalty: 3781.634277
	Iteration 17Q: 3 clusters Score -1.425522e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -14255268.000000 Penalty: 3781.634277
	Iteration 18Q: 3 clusters Score -1.425527e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -14255374.000000 Penalty: 3781.634277
	Iteration 19Q: 3 clusters Score -1.425537e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -14255394.000000 Penalty: 3781.634277
	Iteration 20F: 3 clusters Score -1.425539e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -14255420.000000 Penalty: 3781.634277
	Iteration 21Q: 3 clusters Score -1.425542e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -14255414.000000 Penalty: 3781.634277
	Iteration 22Q: 3 clusters Score -1.425541e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -14255363.000000 Penalty: 3781.634277
	Iteration 23Q: 3 clusters Score -1.425536e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -14255330.000000 Penalty: 3781.634277
	Iteration 24Q: 3 clusters Score -1.425533e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -14255346.000000 Penalty: 3781.634277
	Iteration 25Q: 3 clusters Score -1.425535e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -14255309.000000 Penalty: 3781.634277
	Iteration 26Q: 3 clusters Score -1.425531e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -14255240.000000 Penalty: 3781.634277
	Iteration 27Q: 3 clusters Score -1.425524e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -14255229.000000 Penalty: 3781.634277
	Iteration 28Q: 3 clusters Score -1.425523e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -14255226.000000 Penalty: 3781.634277
	Iteration 29Q: 3 clusters Score -1.425523e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -14255236.000000 Penalty: 3781.634277
	Iteration 30Q: 3 clusters Score -1.425524e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -14255272.000000 Penalty: 3781.634277
	Iteration 31Q: 3 clusters Score -1.425527e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -14255287.000000 Penalty: 3781.634277
	Iteration 32Q: 3 clusters Score -1.425529e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -14255293.000000 Penalty: 3781.634277
	Iteration 33Q: 3 clusters Score -1.425529e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -14255308.000000 Penalty: 3781.634277
	Iteration 34Q: 3 clusters Score -1.425531e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -14255263.000000 Penalty: 3781.634277
	Iteration 35Q: 3 clusters Score -1.425526e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -14255258.000000 Penalty: 3781.634277
	Iteration 36Q: 3 clusters Score -1.425526e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -14255261.000000 Penalty: 3781.634277
	Iteration 37Q: 3 clusters Score -1.425526e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -14255248.000000 Penalty: 3781.634277
	Iteration 38Q: 3 clusters Score -1.425525e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -14255239.000000 Penalty: 3781.634277
	Iteration 39Q: 3 clusters Score -1.425524e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -14255231.000000 Penalty: 3781.634277
	Iteration 40F: 3 clusters Score -1.425523e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -14255191.000000 Penalty: 3781.634277
	Iteration 41Q: 3 clusters Score -1.425519e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -14255192.000000 Penalty: 3781.634277
	Iteration 42Q: 3 clusters Score -1.425519e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -14255183.000000 Penalty: 3781.634277
	Iteration 43Q: 3 clusters Score -1.425518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -14255160.000000 Penalty: 3781.634277
	Iteration 44Q: 3 clusters Score -1.425516e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -14255151.000000 Penalty: 3781.634277
	Iteration 45Q: 3 clusters Score -1.425515e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -14255096.000000 Penalty: 3781.634277
	Iteration 46Q: 3 clusters Score -1.42551e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -14255137.000000 Penalty: 3781.634277
	Iteration 47Q: 3 clusters Score -1.425514e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -14255126.000000 Penalty: 3781.634277
	Iteration 48Q: 3 clusters Score -1.425513e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -14255114.000000 Penalty: 3781.634277
	Iteration 49Q: 3 clusters Score -1.425511e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -14255115.000000 Penalty: 3781.634277
	Iteration 50Q: 3 clusters Score -1.425512e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -14255082.000000 Penalty: 3781.634277
	Iteration 51Q: 3 clusters Score -1.425508e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -14255064.000000 Penalty: 3781.634277
	Iteration 52Q: 3 clusters Score -1.425506e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -14255079.000000 Penalty: 3781.634277
	Iteration 53Q: 3 clusters Score -1.425508e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -14255072.000000 Penalty: 3781.634277
	Iteration 54Q: 3 clusters Score -1.425507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -14255078.000000 Penalty: 3781.634277
	Iteration 55Q: 3 clusters Score -1.425508e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -14255068.000000 Penalty: 3781.634277
	Iteration 56Q: 3 clusters Score -1.425507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -14255052.000000 Penalty: 3781.634277
	Iteration 57Q: 3 clusters Score -1.425505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -14255074.000000 Penalty: 3781.634277
	Iteration 58Q: 3 clusters Score -1.425507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -14255066.000000 Penalty: 3781.634277
	Iteration 59Q: 3 clusters Score -1.425507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -14255056.000000 Penalty: 3781.634277
	Iteration 60F: 3 clusters Score -1.425506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -14255069.000000 Penalty: 3781.634277
	Iteration 61Q: 3 clusters Score -1.425507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -14255068.000000 Penalty: 3781.634277
	Iteration 62Q: 3 clusters Score -1.425507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -14255063.000000 Penalty: 3781.634277
	Iteration 63Q: 3 clusters Score -1.425506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -14255057.000000 Penalty: 3781.634277
	Iteration 64Q: 3 clusters Score -1.425506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -14255047.000000 Penalty: 3781.634277
	Iteration 65Q: 3 clusters Score -1.425505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -14255067.000000 Penalty: 3781.634277
	Iteration 66Q: 3 clusters Score -1.425507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -14255054.000000 Penalty: 3781.634277
	Iteration 67Q: 3 clusters Score -1.425505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -14255071.000000 Penalty: 3781.634277
	Iteration 68Q: 3 clusters Score -1.425507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -14255064.000000 Penalty: 3781.634277
	Iteration 69Q: 3 clusters Score -1.425506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -14255076.000000 Penalty: 3781.634277
	Iteration 70Q: 3 clusters Score -1.425508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -14255073.000000 Penalty: 3781.634277
	Iteration 71Q: 3 clusters Score -1.425507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -14255072.000000 Penalty: 3781.634277
	Iteration 72Q: 3 clusters Score -1.425507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -14255084.000000 Penalty: 3781.634277
	Iteration 73Q: 3 clusters Score -1.425508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -14255081.000000 Penalty: 3781.634277
	Iteration 74Q: 3 clusters Score -1.425508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -14255081.000000 Penalty: 3781.634277
	Iteration 75Q: 3 clusters Score -1.425508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -14255088.000000 Penalty: 3781.634277
	Iteration 76Q: 3 clusters Score -1.425509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -14255082.000000 Penalty: 3781.634277
	Iteration 77Q: 3 clusters Score -1.425508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -14255082.000000 Penalty: 3781.634277
	Iteration 78F: 3 clusters Score -1.425508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -204388.562500 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -204388.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -202463.828125 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -202463.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -202898.937500 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -202898.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -203020.265625 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -203020.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -203101.593750 Penalty: 2421.275879
	Iteration 3F: 3 clusters Score -203101.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -203173.140625 Penalty: 2421.275879
	Iteration 4Q: 3 clusters Score -203173.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -203242.453125 Penalty: 2421.275879
	Iteration 5Q: 3 clusters Score -203242.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -203318.359375 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -203318.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -203384.390625 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -203384.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -203445.437500 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -203445.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203499.609375 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -203499.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -203522.515625 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -203522.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -203543.015625 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -203543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -203558.140625 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -203558.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -203567.921875 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -203567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -203576.828125 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -203576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -203586.734375 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -203586.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -203590.906250 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -203590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -203594.140625 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -203594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -203597.468750 Penalty: 2421.275879
	Iteration 18Q: 3 clusters Score -203597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -203598.796875 Penalty: 2421.275879
	Iteration 19Q: 3 clusters Score -203598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -203603.468750 Penalty: 2421.275879
	Iteration 20F: 3 clusters Score -203603.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -203609.359375 Penalty: 2421.275879
	Iteration 21Q: 3 clusters Score -203609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -203610.671875 Penalty: 2421.275879
	Iteration 22Q: 3 clusters Score -203610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -203611.218750 Penalty: 2421.275879
	Iteration 23Q: 3 clusters Score -203611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -203611.218750 Penalty: 2421.275879
	Iteration 24F: 3 clusters Score -203611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -116689.835938 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -116689.8 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 567 members 
Entering Unmasked Estep 
Score: -115218.851562 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -115218.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -115803.015625 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -115803 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116097.117188 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -116097.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116296.695312 Penalty: 2288.458740
	Iteration 3F: 3 clusters Score -116296.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -116464.171875 Penalty: 2288.458740
	Iteration 4F: 3 clusters Score -116464.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -116534.265625 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -116534.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -116580.195312 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -116580.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -116607.335938 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -116607.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -116630.929688 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -116630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116659.664062 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -116659.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116695.078125 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -116695.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116733.867188 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -116733.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116765.492188 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -116765.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116787.773438 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -116787.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -116808.906250 Penalty: 2288.458740
	Iteration 14Q: 3 clusters Score -116808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116829.546875 Penalty: 2288.458740
	Iteration 15Q: 3 clusters Score -116829.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116845.726562 Penalty: 2288.458740
	Iteration 16Q: 3 clusters Score -116845.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116859.835938 Penalty: 2288.458740
	Iteration 17Q: 3 clusters Score -116859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116875.320312 Penalty: 2288.458740
	Iteration 18Q: 3 clusters Score -116875.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116887.929688 Penalty: 2288.458740
	Iteration 19Q: 3 clusters Score -116887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116895.125000 Penalty: 2288.458740
	Iteration 20F: 3 clusters Score -116895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116915.109375 Penalty: 2288.458740
	Iteration 21Q: 3 clusters Score -116915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116934.335938 Penalty: 2288.458740
	Iteration 22Q: 3 clusters Score -116934.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -116957.882812 Penalty: 2288.458740
	Iteration 23Q: 3 clusters Score -116957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -116969.156250 Penalty: 2288.458740
	Iteration 24Q: 3 clusters Score -116969.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116978.835938 Penalty: 2288.458740
	Iteration 25Q: 3 clusters Score -116978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116991.804688 Penalty: 2288.458740
	Iteration 26Q: 3 clusters Score -116991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117005.945312 Penalty: 2288.458740
	Iteration 27Q: 3 clusters Score -117005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117020.265625 Penalty: 2288.458740
	Iteration 28Q: 3 clusters Score -117020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117041.976562 Penalty: 2288.458740
	Iteration 29Q: 3 clusters Score -117042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117058.210938 Penalty: 2288.458740
	Iteration 30Q: 3 clusters Score -117058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117072.320312 Penalty: 2288.458740
	Iteration 31Q: 3 clusters Score -117072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117084.507812 Penalty: 2288.458740
	Iteration 32Q: 3 clusters Score -117084.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117096.132812 Penalty: 2288.458740
	Iteration 33Q: 3 clusters Score -117096.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117107.890625 Penalty: 2288.458740
	Iteration 34Q: 3 clusters Score -117107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -117117.390625 Penalty: 2288.458740
	Iteration 35Q: 3 clusters Score -117117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117124.195312 Penalty: 2288.458740
	Iteration 36Q: 3 clusters Score -117124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117129.554688 Penalty: 2288.458740
	Iteration 37Q: 3 clusters Score -117129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117135.445312 Penalty: 2288.458740
	Iteration 38Q: 3 clusters Score -117135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117138.953125 Penalty: 2288.458740
	Iteration 39Q: 3 clusters Score -117139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117142.281250 Penalty: 2288.458740
	Iteration 40F: 3 clusters Score -117142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117146.578125 Penalty: 2288.458740
	Iteration 41Q: 3 clusters Score -117146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117150.031250 Penalty: 2288.458740
	Iteration 42Q: 3 clusters Score -117150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117151.210938 Penalty: 2288.458740
	Iteration 43Q: 3 clusters Score -117151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117153.085938 Penalty: 2288.458740
	Iteration 44Q: 3 clusters Score -117153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117154.101562 Penalty: 2288.458740
	Iteration 45Q: 3 clusters Score -117154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117154.101562 Penalty: 2288.458740
	Iteration 46F: 3 clusters Score -117154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 749 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 257 members 
Mstep: Class 37 contains 394 members 
Entering Unmasked Estep 
Score: -141711904.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141712752.000000 to -141711904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -60999.882812 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -60999.88 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 334 members 
Entering Unmasked Estep 
Score: -59947.785156 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -59947.79 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60292.906250 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -60292.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60485.781250 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -60485.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60606.457031 Penalty: 2115.349854
	Iteration 3F: 3 clusters Score -60606.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60716.804688 Penalty: 2115.349854
	Iteration 4F: 3 clusters Score -60716.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60827.339844 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -60827.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60972.277344 Penalty: 2115.349854
	Iteration 6F: 3 clusters Score -60972.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61046.890625 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -61046.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61093.441406 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -61093.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61124.437500 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -61124.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61154.902344 Penalty: 2115.349854
	Iteration 10Q: 3 clusters Score -61154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61167.375000 Penalty: 2115.349854
	Iteration 11Q: 3 clusters Score -61167.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61170.207031 Penalty: 2115.349854
	Iteration 12Q: 3 clusters Score -61170.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61176.515625 Penalty: 2115.349854
	Iteration 13F: 3 clusters Score -61176.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61192.113281 Penalty: 2115.349854
	Iteration 14Q: 3 clusters Score -61192.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61198.695312 Penalty: 2115.349854
	Iteration 15Q: 3 clusters Score -61198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61198.695312 Penalty: 2115.349854
	Iteration 16F: 3 clusters Score -61198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 257 members 
Mstep: Class 37 contains 264 members 
Entering Unmasked Estep 
Score: -141711776.000000 Penalty: 83940.617188
Splitting cluster 26 changes total score from -141712752.000000 to -141711776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Entering Unmasked Estep 
Score: -765098.062500 Penalty: 1419.731689
	Iteration 0F: 2 clusters Score -765098.1 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 3103 members 
Entering Unmasked Estep 
Score: -760353.187500 Penalty: 2839.463379
	Iteration 0F: 3 clusters Score -760353.2 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -761641.937500 Penalty: 2839.463379
	Iteration 1F: 3 clusters Score -761641.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -761823.187500 Penalty: 2839.463379
	Iteration 2F: 3 clusters Score -761823.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -761956.812500 Penalty: 2839.463379
	Iteration 3F: 3 clusters Score -761956.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -762043.500000 Penalty: 2839.463379
	Iteration 4Q: 3 clusters Score -762043.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -762103.812500 Penalty: 2839.463379
	Iteration 5Q: 3 clusters Score -762103.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -762166.812500 Penalty: 2839.463379
	Iteration 6Q: 3 clusters Score -762166.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -762224.312500 Penalty: 2839.463379
	Iteration 7Q: 3 clusters Score -762224.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -762283.687500 Penalty: 2839.463379
	Iteration 8Q: 3 clusters Score -762283.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -762341.500000 Penalty: 2839.463379
	Iteration 9Q: 3 clusters Score -762341.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -762397.187500 Penalty: 2839.463379
	Iteration 10Q: 3 clusters Score -762397.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -762452.875000 Penalty: 2839.463379
	Iteration 11Q: 3 clusters Score -762452.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -762511.375000 Penalty: 2839.463379
	Iteration 12Q: 3 clusters Score -762511.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -762576.500000 Penalty: 2839.463379
	Iteration 13Q: 3 clusters Score -762576.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -762633.250000 Penalty: 2839.463379
	Iteration 14Q: 3 clusters Score -762633.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -762695.125000 Penalty: 2839.463379
	Iteration 15Q: 3 clusters Score -762695.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -762750.937500 Penalty: 2839.463379
	Iteration 16Q: 3 clusters Score -762750.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -762815.062500 Penalty: 2839.463379
	Iteration 17Q: 3 clusters Score -762815.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -762877.312500 Penalty: 2839.463379
	Iteration 18Q: 3 clusters Score -762877.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -762954.125000 Penalty: 2839.463379
	Iteration 19Q: 3 clusters Score -762954.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -763033.562500 Penalty: 2839.463379
	Iteration 20F: 3 clusters Score -763033.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -763122.625000 Penalty: 2839.463379
	Iteration 21Q: 3 clusters Score -763122.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -763209.750000 Penalty: 2839.463379
	Iteration 22Q: 3 clusters Score -763209.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -763297.437500 Penalty: 2839.463379
	Iteration 23Q: 3 clusters Score -763297.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -763372.187500 Penalty: 2839.463379
	Iteration 24Q: 3 clusters Score -763372.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -763436.562500 Penalty: 2839.463379
	Iteration 25Q: 3 clusters Score -763436.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -763506.000000 Penalty: 2839.463379
	Iteration 26Q: 3 clusters Score -763506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -763571.562500 Penalty: 2839.463379
	Iteration 27Q: 3 clusters Score -763571.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -763613.062500 Penalty: 2839.463379
	Iteration 28Q: 3 clusters Score -763613.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -763648.375000 Penalty: 2839.463379
	Iteration 29Q: 3 clusters Score -763648.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -763680.687500 Penalty: 2839.463379
	Iteration 30Q: 3 clusters Score -763680.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -763715.750000 Penalty: 2839.463379
	Iteration 31Q: 3 clusters Score -763715.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -763741.375000 Penalty: 2839.463379
	Iteration 32Q: 3 clusters Score -763741.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -763766.500000 Penalty: 2839.463379
	Iteration 33Q: 3 clusters Score -763766.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -763788.875000 Penalty: 2839.463379
	Iteration 34Q: 3 clusters Score -763788.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -763810.937500 Penalty: 2839.463379
	Iteration 35Q: 3 clusters Score -763810.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -763835.125000 Penalty: 2839.463379
	Iteration 36Q: 3 clusters Score -763835.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -763855.937500 Penalty: 2839.463379
	Iteration 37Q: 3 clusters Score -763855.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -763876.750000 Penalty: 2839.463379
	Iteration 38Q: 3 clusters Score -763876.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -763898.000000 Penalty: 2839.463379
	Iteration 39Q: 3 clusters Score -763898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -763915.937500 Penalty: 2839.463379
	Iteration 40F: 3 clusters Score -763915.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -763936.062500 Penalty: 2839.463379
	Iteration 41Q: 3 clusters Score -763936.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -763955.187500 Penalty: 2839.463379
	Iteration 42Q: 3 clusters Score -763955.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -763973.687500 Penalty: 2839.463379
	Iteration 43Q: 3 clusters Score -763973.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -763981.062500 Penalty: 2839.463379
	Iteration 44Q: 3 clusters Score -763981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -763988.500000 Penalty: 2839.463379
	Iteration 45Q: 3 clusters Score -763988.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -763996.812500 Penalty: 2839.463379
	Iteration 46Q: 3 clusters Score -763996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -764004.312500 Penalty: 2839.463379
	Iteration 47Q: 3 clusters Score -764004.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -764007.875000 Penalty: 2839.463379
	Iteration 48Q: 3 clusters Score -764007.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -764013.562500 Penalty: 2839.463379
	Iteration 49Q: 3 clusters Score -764013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -764017.187500 Penalty: 2839.463379
	Iteration 50Q: 3 clusters Score -764017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -764022.562500 Penalty: 2839.463379
	Iteration 51Q: 3 clusters Score -764022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -764026.250000 Penalty: 2839.463379
	Iteration 52Q: 3 clusters Score -764026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -764029.000000 Penalty: 2839.463379
	Iteration 53Q: 3 clusters Score -764029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -764030.500000 Penalty: 2839.463379
	Iteration 54Q: 3 clusters Score -764030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -764031.687500 Penalty: 2839.463379
	Iteration 55Q: 3 clusters Score -764031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -764034.375000 Penalty: 2839.463379
	Iteration 56Q: 3 clusters Score -764034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -764036.687500 Penalty: 2839.463379
	Iteration 57Q: 3 clusters Score -764036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -764036.250000 Penalty: 2839.463379
	Iteration 58Q: 3 clusters Score -764036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -764036.250000 Penalty: 2839.463379
	Iteration 59F: 3 clusters Score -764036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -584099.937500 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -584099.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -580364.312500 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -580364.3 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -581356.625000 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -581356.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -581518.875000 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -581518.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -581632.812500 Penalty: 2738.648926
	Iteration 3F: 3 clusters Score -581632.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -581714.750000 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -581714.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -581791.375000 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -581791.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -581845.687500 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -581845.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -581896.187500 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -581896.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -581937.312500 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -581937.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -581981.750000 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -581981.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -582014.000000 Penalty: 2738.648926
	Iteration 10Q: 3 clusters Score -582014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -582044.125000 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -582044.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -582070.687500 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -582070.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -582090.437500 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -582090.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -582124.125000 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -582124.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -582162.875000 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -582162.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -582194.500000 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -582194.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -582217.562500 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -582217.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -582251.625000 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -582251.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -582285.062500 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -582285.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -582323.187500 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -582323.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -582351.312500 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -582351.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -582371.312500 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -582371.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -582395.750000 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -582395.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -582414.187500 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -582414.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -582435.812500 Penalty: 2738.648926
	Iteration 25Q: 3 clusters Score -582435.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -582453.562500 Penalty: 2738.648926
	Iteration 26Q: 3 clusters Score -582453.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -582467.062500 Penalty: 2738.648926
	Iteration 27Q: 3 clusters Score -582467.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -582481.187500 Penalty: 2738.648926
	Iteration 28Q: 3 clusters Score -582481.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -582497.312500 Penalty: 2738.648926
	Iteration 29Q: 3 clusters Score -582497.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -582512.375000 Penalty: 2738.648926
	Iteration 30Q: 3 clusters Score -582512.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -582531.312500 Penalty: 2738.648926
	Iteration 31Q: 3 clusters Score -582531.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -582545.437500 Penalty: 2738.648926
	Iteration 32Q: 3 clusters Score -582545.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -582555.812500 Penalty: 2738.648926
	Iteration 33Q: 3 clusters Score -582555.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -582566.125000 Penalty: 2738.648926
	Iteration 34Q: 3 clusters Score -582566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -582574.625000 Penalty: 2738.648926
	Iteration 35Q: 3 clusters Score -582574.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -582583.937500 Penalty: 2738.648926
	Iteration 36Q: 3 clusters Score -582583.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -582591.437500 Penalty: 2738.648926
	Iteration 37Q: 3 clusters Score -582591.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -582597.625000 Penalty: 2738.648926
	Iteration 38Q: 3 clusters Score -582597.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -582601.437500 Penalty: 2738.648926
	Iteration 39Q: 3 clusters Score -582601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -582605.312500 Penalty: 2738.648926
	Iteration 40F: 3 clusters Score -582605.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -582607.062500 Penalty: 2738.648926
	Iteration 41Q: 3 clusters Score -582607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -582607.125000 Penalty: 2738.648926
	Iteration 42Q: 3 clusters Score -582607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -582607.875000 Penalty: 2738.648926
	Iteration 43Q: 3 clusters Score -582607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -582609.187500 Penalty: 2738.648926
	Iteration 44Q: 3 clusters Score -582609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -582609.750000 Penalty: 2738.648926
	Iteration 45Q: 3 clusters Score -582609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -582609.437500 Penalty: 2738.648926
	Iteration 46Q: 3 clusters Score -582609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -582611.000000 Penalty: 2738.648926
	Iteration 47Q: 3 clusters Score -582611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -582611.000000 Penalty: 2738.648926
	Iteration 48F: 3 clusters Score -582611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -28524.787109 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -28524.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27726.464844 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -27726.46 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28180.228516 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -28180.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28445.621094 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -28445.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28530.525391 Penalty: 1986.226929
	Iteration 3F: 3 clusters Score -28530.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28658.611328 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -28658.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28764.658203 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -28764.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28876.839844 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -28876.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28888.585938 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -28888.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28897.017578 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -28897.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28900.832031 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -28900.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28904.851562 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -28904.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28906.220703 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -28906.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28908.781250 Penalty: 1986.226929
	Iteration 12Q: 3 clusters Score -28908.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28917.570312 Penalty: 1986.226929
	Iteration 13F: 3 clusters Score -28917.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29044.076172 Penalty: 1986.226929
	Iteration 14Q: 3 clusters Score -29044.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29088.900391 Penalty: 1986.226929
	Iteration 15Q: 3 clusters Score -29088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29121.289062 Penalty: 1986.226929
	Iteration 16Q: 3 clusters Score -29121.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29141.912109 Penalty: 1986.226929
	Iteration 17Q: 3 clusters Score -29141.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29152.447266 Penalty: 1986.226929
	Iteration 18Q: 3 clusters Score -29152.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29157.623047 Penalty: 1986.226929
	Iteration 19Q: 3 clusters Score -29157.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29173.710938 Penalty: 1986.226929
	Iteration 20F: 3 clusters Score -29173.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29221.333984 Penalty: 1986.226929
	Iteration 21Q: 3 clusters Score -29221.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29238.523438 Penalty: 1986.226929
	Iteration 22Q: 3 clusters Score -29238.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29241.164062 Penalty: 1986.226929
	Iteration 23Q: 3 clusters Score -29241.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29241.164062 Penalty: 1986.226929
	Iteration 24F: 3 clusters Score -29241.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 270 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 257 members 
Mstep: Class 37 contains 181 members 
Entering Unmasked Estep 
Score: -141712400.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141712752.000000 to -141712400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (13733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Entering Unmasked Estep 
Score: -1695184.125000 Penalty: 1548.228027
	Iteration 0F: 2 clusters Score -1695184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1685597.875000 Penalty: 3096.456055
	Iteration 0F: 3 clusters Score -1685598 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1688857.500000 Penalty: 3096.456055
	Iteration 1F: 3 clusters Score -1688858 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1689224.625000 Penalty: 3096.456055
	Iteration 2F: 3 clusters Score -1689225 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1689544.500000 Penalty: 3096.456055
	Iteration 3F: 3 clusters Score -1689544 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1689829.750000 Penalty: 3096.456055
	Iteration 4Q: 3 clusters Score -1689830 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1690113.000000 Penalty: 3096.456055
	Iteration 5Q: 3 clusters Score -1690113 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1690381.500000 Penalty: 3096.456055
	Iteration 6Q: 3 clusters Score -1690382 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1690673.125000 Penalty: 3096.456055
	Iteration 7Q: 3 clusters Score -1690673 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1691057.875000 Penalty: 3096.456055
	Iteration 8Q: 3 clusters Score -1691058 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1691476.250000 Penalty: 3096.456055
	Iteration 9Q: 3 clusters Score -1691476 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1691859.000000 Penalty: 3096.456055
	Iteration 10Q: 3 clusters Score -1691859 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1692167.875000 Penalty: 3096.456055
	Iteration 11Q: 3 clusters Score -1692168 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1692426.250000 Penalty: 3096.456055
	Iteration 12Q: 3 clusters Score -1692426 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1692612.375000 Penalty: 3096.456055
	Iteration 13Q: 3 clusters Score -1692612 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1692762.000000 Penalty: 3096.456055
	Iteration 14Q: 3 clusters Score -1692762 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1692897.750000 Penalty: 3096.456055
	Iteration 15Q: 3 clusters Score -1692898 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1693025.250000 Penalty: 3096.456055
	Iteration 16Q: 3 clusters Score -1693025 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1693153.500000 Penalty: 3096.456055
	Iteration 17Q: 3 clusters Score -1693154 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1693274.375000 Penalty: 3096.456055
	Iteration 18Q: 3 clusters Score -1693274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1693382.250000 Penalty: 3096.456055
	Iteration 19Q: 3 clusters Score -1693382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1693463.875000 Penalty: 3096.456055
	Iteration 20F: 3 clusters Score -1693464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1693522.625000 Penalty: 3096.456055
	Iteration 21Q: 3 clusters Score -1693523 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1693565.625000 Penalty: 3096.456055
	Iteration 22Q: 3 clusters Score -1693566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1693616.750000 Penalty: 3096.456055
	Iteration 23Q: 3 clusters Score -1693617 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1693649.625000 Penalty: 3096.456055
	Iteration 24Q: 3 clusters Score -1693650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1693679.750000 Penalty: 3096.456055
	Iteration 25Q: 3 clusters Score -1693680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1693701.875000 Penalty: 3096.456055
	Iteration 26Q: 3 clusters Score -1693702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1693721.500000 Penalty: 3096.456055
	Iteration 27Q: 3 clusters Score -1693722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1693732.250000 Penalty: 3096.456055
	Iteration 28Q: 3 clusters Score -1693732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1693745.625000 Penalty: 3096.456055
	Iteration 29Q: 3 clusters Score -1693746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1693756.750000 Penalty: 3096.456055
	Iteration 30Q: 3 clusters Score -1693757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1693767.250000 Penalty: 3096.456055
	Iteration 31Q: 3 clusters Score -1693767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1693780.500000 Penalty: 3096.456055
	Iteration 32Q: 3 clusters Score -1693780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1693789.250000 Penalty: 3096.456055
	Iteration 33Q: 3 clusters Score -1693789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1693803.000000 Penalty: 3096.456055
	Iteration 34Q: 3 clusters Score -1693803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1693808.875000 Penalty: 3096.456055
	Iteration 35Q: 3 clusters Score -1693809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1693814.750000 Penalty: 3096.456055
	Iteration 36Q: 3 clusters Score -1693815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1693819.750000 Penalty: 3096.456055
	Iteration 37Q: 3 clusters Score -1693820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1693821.375000 Penalty: 3096.456055
	Iteration 38Q: 3 clusters Score -1693821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1693831.000000 Penalty: 3096.456055
	Iteration 39Q: 3 clusters Score -1693831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1693838.250000 Penalty: 3096.456055
	Iteration 40F: 3 clusters Score -1693838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1693842.250000 Penalty: 3096.456055
	Iteration 41Q: 3 clusters Score -1693842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1693846.500000 Penalty: 3096.456055
	Iteration 42Q: 3 clusters Score -1693846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1693845.500000 Penalty: 3096.456055
	Iteration 43Q: 3 clusters Score -1693846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1693845.375000 Penalty: 3096.456055
	Iteration 44Q: 3 clusters Score -1693845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1693845.375000 Penalty: 3096.456055
	Iteration 45F: 3 clusters Score -1693845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (50400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Entering Unmasked Estep 
Score: -6154388.500000 Penalty: 1759.508789
	Iteration 0F: 2 clusters Score -6154388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -6120597.000000 Penalty: 3519.017578
	Iteration 0F: 3 clusters Score -6120597 nChanged 23643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -6133886.000000 Penalty: 3519.017578
	Iteration 1F: 3 clusters Score -6133886 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6134409.000000 Penalty: 3519.017578
	Iteration 2Q: 3 clusters Score -6134409 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6135002.000000 Penalty: 3519.017578
	Iteration 3Q: 3 clusters Score -6135002 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -6135737.500000 Penalty: 3519.017578
	Iteration 4Q: 3 clusters Score -6135738 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6136694.000000 Penalty: 3519.017578
	Iteration 5Q: 3 clusters Score -6136694 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6138037.500000 Penalty: 3519.017578
	Iteration 6Q: 3 clusters Score -6138038 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -6139985.000000 Penalty: 3519.017578
	Iteration 7F: 3 clusters Score -6139985 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -6142182.500000 Penalty: 3519.017578
	Iteration 8F: 3 clusters Score -6142182 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -6144651.000000 Penalty: 3519.017578
	Iteration 9F: 3 clusters Score -6144651 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -6147142.500000 Penalty: 3519.017578
	Iteration 10F: 3 clusters Score -6147142 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6149410.500000 Penalty: 3519.017578
	Iteration 11F: 3 clusters Score -6149410 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6151116.500000 Penalty: 3519.017578
	Iteration 12Q: 3 clusters Score -6151116 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6152011.500000 Penalty: 3519.017578
	Iteration 13Q: 3 clusters Score -6152012 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6152468.500000 Penalty: 3519.017578
	Iteration 14Q: 3 clusters Score -6152468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6152651.000000 Penalty: 3519.017578
	Iteration 15Q: 3 clusters Score -6152651 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6152748.500000 Penalty: 3519.017578
	Iteration 16Q: 3 clusters Score -6152748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6152804.000000 Penalty: 3519.017578
	Iteration 17Q: 3 clusters Score -6152804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6152820.000000 Penalty: 3519.017578
	Iteration 18Q: 3 clusters Score -6152820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6152839.000000 Penalty: 3519.017578
	Iteration 19Q: 3 clusters Score -6152839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6152840.000000 Penalty: 3519.017578
	Iteration 20F: 3 clusters Score -6152840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6152855.000000 Penalty: 3519.017578
	Iteration 21Q: 3 clusters Score -6152855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6152862.500000 Penalty: 3519.017578
	Iteration 22Q: 3 clusters Score -6152862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6152871.000000 Penalty: 3519.017578
	Iteration 23Q: 3 clusters Score -6152871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6152873.500000 Penalty: 3519.017578
	Iteration 24Q: 3 clusters Score -6152874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6152879.500000 Penalty: 3519.017578
	Iteration 25Q: 3 clusters Score -6152880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6152880.000000 Penalty: 3519.017578
	Iteration 26Q: 3 clusters Score -6152880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6152885.000000 Penalty: 3519.017578
	Iteration 27Q: 3 clusters Score -6152885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6152884.000000 Penalty: 3519.017578
	Iteration 28Q: 3 clusters Score -6152884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6152889.500000 Penalty: 3519.017578
	Iteration 29Q: 3 clusters Score -6152890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6152893.500000 Penalty: 3519.017578
	Iteration 30Q: 3 clusters Score -6152894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6152897.500000 Penalty: 3519.017578
	Iteration 31Q: 3 clusters Score -6152898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6152897.500000 Penalty: 3519.017578
	Iteration 32F: 3 clusters Score -6152898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -45422.476562 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -45422.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44488.148438 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -44488.15 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44807.011719 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -44807.01 nChanged 59
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: -45063.472656 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -45063.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45247.628906 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -45247.63 nChanged 16
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: -45331.535156 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -45331.54 nChanged 12
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: -45401.730469 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -45401.73 nChanged 9
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: -45506.906250 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -45506.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45620.675781 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -45620.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45705.562500 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -45705.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45725.136719 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -45725.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45760.828125 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -45760.83 nChanged 2
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: -45782.382812 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -45782.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45818.546875 Penalty: 2011.852417
	Iteration 12Q: 3 clusters Score -45818.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45830.445312 Penalty: 2011.852417
	Iteration 13F: 3 clusters Score -45830.45 nChanged 3
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: -45897.871094 Penalty: 2011.852417
	Iteration 14Q: 3 clusters Score -45897.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45990.812500 Penalty: 2011.852417
	Iteration 15Q: 3 clusters Score -45990.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46123.953125 Penalty: 2011.852417
	Iteration 16Q: 3 clusters Score -46123.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46193.750000 Penalty: 2011.852417
	Iteration 17Q: 3 clusters Score -46193.75 nChanged 1
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: -46236.378906 Penalty: 2011.852417
	Iteration 18Q: 3 clusters Score -46236.38 nChanged 0
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: -46249.722656 Penalty: 2011.852417
	Iteration 19F: 3 clusters Score -46249.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46367.753906 Penalty: 2011.852417
	Iteration 20F: 3 clusters Score -46367.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46382.117188 Penalty: 2011.852417
	Iteration 21Q: 3 clusters Score -46382.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46382.117188 Penalty: 2011.852417
	Iteration 22F: 3 clusters Score -46382.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 257 members 
Mstep: Class 37 contains 290 members 
Entering Unmasked Estep 
Score: -141712512.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141712752.000000 to -141712512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -282220.875000 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -282220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -279885.468750 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -279885.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -280540.781250 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -280540.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -280707.125000 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -280707.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -280825.750000 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -280825.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -280931.468750 Penalty: 2537.043945
	Iteration 4Q: 3 clusters Score -280931.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -281030.187500 Penalty: 2537.043945
	Iteration 5Q: 3 clusters Score -281030.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -281130.531250 Penalty: 2537.043945
	Iteration 6Q: 3 clusters Score -281130.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -281233.625000 Penalty: 2537.043945
	Iteration 7Q: 3 clusters Score -281233.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -281322.875000 Penalty: 2537.043945
	Iteration 8Q: 3 clusters Score -281322.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -281389.218750 Penalty: 2537.043945
	Iteration 9Q: 3 clusters Score -281389.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -281440.250000 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -281440.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -281469.093750 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -281469.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -281492.718750 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -281492.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -281515.187500 Penalty: 2537.043945
	Iteration 13Q: 3 clusters Score -281515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -281531.375000 Penalty: 2537.043945
	Iteration 14Q: 3 clusters Score -281531.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -281539.218750 Penalty: 2537.043945
	Iteration 15Q: 3 clusters Score -281539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -281548.906250 Penalty: 2537.043945
	Iteration 16Q: 3 clusters Score -281548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -281554.250000 Penalty: 2537.043945
	Iteration 17Q: 3 clusters Score -281554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -281558.625000 Penalty: 2537.043945
	Iteration 18Q: 3 clusters Score -281558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -281562.906250 Penalty: 2537.043945
	Iteration 19Q: 3 clusters Score -281562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -281565.062500 Penalty: 2537.043945
	Iteration 20F: 3 clusters Score -281565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -281565.562500 Penalty: 2537.043945
	Iteration 21Q: 3 clusters Score -281565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -281565.562500 Penalty: 2537.043945
	Iteration 22Q: 3 clusters Score -281565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -281565.562500 Penalty: 2537.043945
	Iteration 23F: 3 clusters Score -281565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -20947.195312 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -20947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20174.445312 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -20174.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20444.636719 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -20444.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20595.224609 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -20595.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20621.882812 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -20621.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20639.441406 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -20639.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20650.048828 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -20650.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20650.048828 Penalty: 1855.888672
	Iteration 6F: 3 clusters Score -20650.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 10345 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 103810 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 122097 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 118025 members 
Mstep: Class 21 contains 54963 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 113074 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13733 members 
Mstep: Class 31 contains 50400 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713008.000000 Penalty: 81671.953125
Iteration 159Q: 37 clusters Score -1.41713e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 108921 members 
Mstep: Class 3 contains 116882 members 
Mstep: Class 4 contains 7185 members 
Mstep: Class 5 contains 8468 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 10342 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 124730 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 103808 members 
Mstep: Class 13 contains 8120 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10466 members 
Mstep: Class 16 contains 122178 members 
Mstep: Class 17 contains 7743 members 
Mstep: Class 18 contains 16303 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 118000 members 
Mstep: Class 21 contains 54725 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 113118 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 6229 members 
Mstep: Class 28 contains 4541 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 13735 members 
Mstep: Class 31 contains 50363 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 2446 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713584.000000 Penalty: 81671.953125
Iteration 160F: 37 clusters Score -1.417136e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 117942 members 
Mstep: Class 2 contains 108940 members 
Mstep: Class 3 contains 116892 members 
Mstep: Class 4 contains 7192 members 
Mstep: Class 5 contains 8468 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 10338 members 
Mstep: Class 9 contains 14019 members 
Mstep: Class 10 contains 124796 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 103813 members 
Mstep: Class 13 contains 8120 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 122247 members 
Mstep: Class 17 contains 7739 members 
Mstep: Class 18 contains 16305 members 
Mstep: Class 19 contains 243 members 
Mstep: Class 20 contains 118041 members 
Mstep: Class 21 contains 54528 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 113143 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 1077 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 6225 members 
Mstep: Class 28 contains 4515 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 13738 members 
Mstep: Class 31 contains 50317 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 2435 members 
Mstep: Class 34 contains 294 members 
Mstep: Class 35 contains 661 members 
Mstep: Class 36 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714032.000000 Penalty: 81671.953125
Iteration 161Q: 37 clusters Score -1.41714e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 108944 members 
Mstep: Class 3 contains 116898 members 
Mstep: Class 4 contains 7198 members 
Mstep: Class 5 contains 8468 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14019 members 
Mstep: Class 10 contains 124872 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 103809 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 122302 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 16307 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 118055 members 
Mstep: Class 21 contains 54364 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 113155 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 1064 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 6221 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 391 members 
Mstep: Class 30 contains 13742 members 
Mstep: Class 31 contains 50293 members 
Mstep: Class 32 contains 489 members 
Mstep: Class 33 contains 2426 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714176.000000 Penalty: 81671.953125
Iteration 162Q: 37 clusters Score -1.417142e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 108948 members 
Mstep: Class 3 contains 116895 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 8474 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14018 members 
Mstep: Class 10 contains 124936 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 103801 members 
Mstep: Class 13 contains 8115 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 122374 members 
Mstep: Class 17 contains 7739 members 
Mstep: Class 18 contains 16307 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 118075 members 
Mstep: Class 21 contains 54192 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 113186 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6215 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 384 members 
Mstep: Class 30 contains 13746 members 
Mstep: Class 31 contains 50281 members 
Mstep: Class 32 contains 490 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 290 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714160.000000 Penalty: 81671.953125
Iteration 163Q: 37 clusters Score -1.417142e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 108953 members 
Mstep: Class 3 contains 116937 members 
Mstep: Class 4 contains 7219 members 
Mstep: Class 5 contains 8476 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 14020 members 
Mstep: Class 10 contains 124977 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 103807 members 
Mstep: Class 13 contains 8111 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 122437 members 
Mstep: Class 17 contains 7736 members 
Mstep: Class 18 contains 16309 members 
Mstep: Class 19 contains 259 members 
Mstep: Class 20 contains 118065 members 
Mstep: Class 21 contains 54022 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113203 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6206 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 379 members 
Mstep: Class 30 contains 13754 members 
Mstep: Class 31 contains 50258 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 2411 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714032.000000 Penalty: 81671.953125
Iteration 164Q: 37 clusters Score -1.41714e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 108977 members 
Mstep: Class 3 contains 116958 members 
Mstep: Class 4 contains 7227 members 
Mstep: Class 5 contains 8478 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 124981 members 
Mstep: Class 11 contains 750 members 
Mstep: Class 12 contains 103805 members 
Mstep: Class 13 contains 8110 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10451 members 
Mstep: Class 16 contains 122503 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 16316 members 
Mstep: Class 19 contains 261 members 
Mstep: Class 20 contains 118090 members 
Mstep: Class 21 contains 53873 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113205 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 6203 members 
Mstep: Class 28 contains 4409 members 
Mstep: Class 29 contains 378 members 
Mstep: Class 30 contains 13759 members 
Mstep: Class 31 contains 50226 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 81671.953125
Iteration 165Q: 37 clusters Score -1.417137e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 118132 members 
Mstep: Class 2 contains 108997 members 
Mstep: Class 3 contains 116909 members 
Mstep: Class 4 contains 7237 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 10326 members 
Mstep: Class 9 contains 14029 members 
Mstep: Class 10 contains 125045 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 103815 members 
Mstep: Class 13 contains 8109 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 122541 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 16321 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 118161 members 
Mstep: Class 21 contains 53726 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 113208 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 6207 members 
Mstep: Class 28 contains 4393 members 
Mstep: Class 29 contains 377 members 
Mstep: Class 30 contains 13766 members 
Mstep: Class 31 contains 50191 members 
Mstep: Class 32 contains 495 members 
Mstep: Class 33 contains 2410 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 676 members 
Mstep: Class 36 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713712.000000 Penalty: 81671.953125
Iteration 166Q: 37 clusters Score -1.417137e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 118177 members 
Mstep: Class 2 contains 109010 members 
Mstep: Class 3 contains 116858 members 
Mstep: Class 4 contains 7245 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 10322 members 
Mstep: Class 9 contains 14029 members 
Mstep: Class 10 contains 125118 members 
Mstep: Class 11 contains 747 members 
Mstep: Class 12 contains 103821 members 
Mstep: Class 13 contains 8106 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10441 members 
Mstep: Class 16 contains 122560 members 
Mstep: Class 17 contains 7728 members 
Mstep: Class 18 contains 16331 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 20 contains 118237 members 
Mstep: Class 21 contains 53576 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113208 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 662 members 
Mstep: Class 27 contains 6208 members 
Mstep: Class 28 contains 4382 members 
Mstep: Class 29 contains 377 members 
Mstep: Class 30 contains 13770 members 
Mstep: Class 31 contains 50158 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 2405 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713936.000000 Penalty: 81671.953125
Iteration 167Q: 37 clusters Score -1.417139e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 109016 members 
Mstep: Class 3 contains 116796 members 
Mstep: Class 4 contains 7249 members 
Mstep: Class 5 contains 8485 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 1321 members 
Mstep: Class 8 contains 10318 members 
Mstep: Class 9 contains 14032 members 
Mstep: Class 10 contains 125190 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103829 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 122609 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 118291 members 
Mstep: Class 21 contains 53434 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113216 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 6205 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 13772 members 
Mstep: Class 31 contains 50129 members 
Mstep: Class 32 contains 498 members 
Mstep: Class 33 contains 2404 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713872.000000 Penalty: 81671.953125
Iteration 168Q: 37 clusters Score -1.417139e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 109015 members 
Mstep: Class 3 contains 116755 members 
Mstep: Class 4 contains 7249 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 6 contains 1014 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 14031 members 
Mstep: Class 10 contains 125237 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103824 members 
Mstep: Class 13 contains 8106 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10443 members 
Mstep: Class 16 contains 122673 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 16338 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 118321 members 
Mstep: Class 21 contains 53326 members 
Mstep: Class 22 contains 4235 members 
Mstep: Class 23 contains 113189 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 6199 members 
Mstep: Class 28 contains 4364 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 13778 members 
Mstep: Class 31 contains 50114 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 2405 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713840.000000 Penalty: 81671.953125
Iteration 169Q: 37 clusters Score -1.417138e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 109028 members 
Mstep: Class 3 contains 116730 members 
Mstep: Class 4 contains 7251 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 10312 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 125300 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103814 members 
Mstep: Class 13 contains 8106 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10442 members 
Mstep: Class 16 contains 122727 members 
Mstep: Class 17 contains 7725 members 
Mstep: Class 18 contains 16340 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 118348 members 
Mstep: Class 21 contains 53231 members 
Mstep: Class 22 contains 4236 members 
Mstep: Class 23 contains 113157 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 662 members 
Mstep: Class 27 contains 6198 members 
Mstep: Class 28 contains 4356 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 13779 members 
Mstep: Class 31 contains 50091 members 
Mstep: Class 32 contains 503 members 
Mstep: Class 33 contains 2405 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713824.000000 Penalty: 81671.953125
Iteration 170Q: 37 clusters Score -1.417138e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118305 members 
Mstep: Class 2 contains 109029 members 
Mstep: Class 3 contains 116715 members 
Mstep: Class 4 contains 7249 members 
Mstep: Class 5 contains 8498 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 10312 members 
Mstep: Class 9 contains 14026 members 
Mstep: Class 10 contains 125359 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103795 members 
Mstep: Class 13 contains 8106 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 122794 members 
Mstep: Class 17 contains 7721 members 
Mstep: Class 18 contains 16342 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 118346 members 
Mstep: Class 21 contains 53148 members 
Mstep: Class 22 contains 4236 members 
Mstep: Class 23 contains 113169 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 662 members 
Mstep: Class 27 contains 6198 members 
Mstep: Class 28 contains 4345 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 13777 members 
Mstep: Class 31 contains 50068 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 2405 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713536.000000 Penalty: 81671.953125
Iteration 171Q: 37 clusters Score -1.417135e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118327 members 
Mstep: Class 2 contains 109032 members 
Mstep: Class 3 contains 116722 members 
Mstep: Class 4 contains 7252 members 
Mstep: Class 5 contains 8501 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 10312 members 
Mstep: Class 9 contains 14029 members 
Mstep: Class 10 contains 125412 members 
Mstep: Class 11 contains 747 members 
Mstep: Class 12 contains 103776 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10451 members 
Mstep: Class 16 contains 122808 members 
Mstep: Class 17 contains 7721 members 
Mstep: Class 18 contains 16346 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 118331 members 
Mstep: Class 21 contains 53069 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 113191 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6195 members 
Mstep: Class 28 contains 4331 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 13777 members 
Mstep: Class 31 contains 50055 members 
Mstep: Class 32 contains 508 members 
Mstep: Class 33 contains 2404 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713536.000000 Penalty: 81671.953125
Iteration 172Q: 37 clusters Score -1.417135e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 109041 members 
Mstep: Class 3 contains 116733 members 
Mstep: Class 4 contains 7255 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 14024 members 
Mstep: Class 10 contains 125448 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 103772 members 
Mstep: Class 13 contains 8102 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 16 contains 122830 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 18 contains 16349 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 118351 members 
Mstep: Class 21 contains 52977 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113185 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13776 members 
Mstep: Class 31 contains 50043 members 
Mstep: Class 32 contains 509 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713760.000000 Penalty: 81671.953125
Iteration 173Q: 37 clusters Score -1.417138e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118387 members 
Mstep: Class 2 contains 109050 members 
Mstep: Class 3 contains 116748 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 8517 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 14023 members 
Mstep: Class 10 contains 125448 members 
Mstep: Class 11 contains 747 members 
Mstep: Class 12 contains 103764 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 122835 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 118367 members 
Mstep: Class 21 contains 52916 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113204 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6190 members 
Mstep: Class 28 contains 4296 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13775 members 
Mstep: Class 31 contains 50022 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714016.000000 Penalty: 81671.953125
Iteration 174Q: 37 clusters Score -1.41714e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 109038 members 
Mstep: Class 3 contains 116757 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 5 contains 8519 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 14015 members 
Mstep: Class 10 contains 125427 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103765 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 122870 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 18 contains 16359 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 118379 members 
Mstep: Class 21 contains 52854 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113223 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6188 members 
Mstep: Class 28 contains 4281 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13773 members 
Mstep: Class 31 contains 50002 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713904.000000 Penalty: 81671.953125
Iteration 175Q: 37 clusters Score -1.417139e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 109037 members 
Mstep: Class 3 contains 116760 members 
Mstep: Class 4 contains 7262 members 
Mstep: Class 5 contains 8523 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 14017 members 
Mstep: Class 10 contains 125393 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103775 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 122886 members 
Mstep: Class 17 contains 7718 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 118395 members 
Mstep: Class 21 contains 52792 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113248 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6183 members 
Mstep: Class 28 contains 4265 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13769 members 
Mstep: Class 31 contains 49998 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713872.000000 Penalty: 81671.953125
Iteration 176Q: 37 clusters Score -1.417139e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 109047 members 
Mstep: Class 3 contains 116768 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 6 contains 1016 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 14021 members 
Mstep: Class 10 contains 125354 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103771 members 
Mstep: Class 13 contains 8101 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10455 members 
Mstep: Class 16 contains 122912 members 
Mstep: Class 17 contains 7718 members 
Mstep: Class 18 contains 16356 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 118418 members 
Mstep: Class 21 contains 52709 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113266 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6179 members 
Mstep: Class 28 contains 4252 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13771 members 
Mstep: Class 31 contains 49990 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 81671.953125
Iteration 177Q: 37 clusters Score -1.417137e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 109039 members 
Mstep: Class 3 contains 116732 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 125341 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103775 members 
Mstep: Class 13 contains 8101 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10464 members 
Mstep: Class 16 contains 122944 members 
Mstep: Class 17 contains 7717 members 
Mstep: Class 18 contains 16359 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 118425 members 
Mstep: Class 21 contains 52625 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113296 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 4237 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13773 members 
Mstep: Class 31 contains 49987 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713904.000000 Penalty: 81671.953125
Iteration 178Q: 37 clusters Score -1.417139e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 109042 members 
Mstep: Class 3 contains 116731 members 
Mstep: Class 4 contains 7265 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1020 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 14032 members 
Mstep: Class 10 contains 125327 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103775 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10477 members 
Mstep: Class 16 contains 122976 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 16363 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 118434 members 
Mstep: Class 21 contains 52542 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 113296 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6177 members 
Mstep: Class 28 contains 4228 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13777 members 
Mstep: Class 31 contains 49982 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 81671.953125
Iteration 179Q: 37 clusters Score -1.417137e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 109041 members 
Mstep: Class 3 contains 116737 members 
Mstep: Class 4 contains 7268 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 1019 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 125324 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103770 members 
Mstep: Class 13 contains 8108 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10485 members 
Mstep: Class 16 contains 123031 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 16366 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 118429 members 
Mstep: Class 21 contains 52462 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 113319 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6176 members 
Mstep: Class 28 contains 4218 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 13778 members 
Mstep: Class 31 contains 49974 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713728.000000 Penalty: 81671.953125
Iteration 180F: 37 clusters Score -1.417137e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 109041 members 
Mstep: Class 3 contains 116754 members 
Mstep: Class 4 contains 7272 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 1021 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 14037 members 
Mstep: Class 10 contains 125302 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103764 members 
Mstep: Class 13 contains 8106 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10485 members 
Mstep: Class 16 contains 123091 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 16371 members 
Mstep: Class 19 contains 287 members 
Mstep: Class 20 contains 118450 members 
Mstep: Class 21 contains 52375 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113337 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 13780 members 
Mstep: Class 31 contains 49962 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713968.000000 Penalty: 81671.953125
Iteration 181Q: 37 clusters Score -1.41714e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 118671 members 
Mstep: Class 2 contains 109045 members 
Mstep: Class 3 contains 116773 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10310 members 
Mstep: Class 9 contains 14036 members 
Mstep: Class 10 contains 125293 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103753 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10492 members 
Mstep: Class 16 contains 123136 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 16369 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 118489 members 
Mstep: Class 21 contains 52290 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113346 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6173 members 
Mstep: Class 28 contains 4202 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 13780 members 
Mstep: Class 31 contains 49947 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714176.000000 Penalty: 81671.953125
Iteration 182Q: 37 clusters Score -1.417142e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 109037 members 
Mstep: Class 3 contains 116789 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 14037 members 
Mstep: Class 10 contains 125263 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103749 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 123191 members 
Mstep: Class 17 contains 7710 members 
Mstep: Class 18 contains 16370 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 118549 members 
Mstep: Class 21 contains 52216 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113344 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 4197 members 
Mstep: Class 29 contains 355 members 
Mstep: Class 30 contains 13785 members 
Mstep: Class 31 contains 49922 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714112.000000 Penalty: 81671.953125
Iteration 183Q: 37 clusters Score -1.417141e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118683 members 
Mstep: Class 2 contains 109036 members 
Mstep: Class 3 contains 116811 members 
Mstep: Class 4 contains 7277 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 14033 members 
Mstep: Class 10 contains 125241 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103736 members 
Mstep: Class 13 contains 8099 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 123231 members 
Mstep: Class 17 contains 7710 members 
Mstep: Class 18 contains 16365 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 118629 members 
Mstep: Class 21 contains 52136 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113340 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 4189 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 13790 members 
Mstep: Class 31 contains 49905 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714048.000000 Penalty: 81671.953125
Iteration 184Q: 37 clusters Score -1.41714e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 109050 members 
Mstep: Class 3 contains 116810 members 
Mstep: Class 4 contains 7280 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 1021 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10303 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 125226 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103714 members 
Mstep: Class 13 contains 8099 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10510 members 
Mstep: Class 16 contains 123286 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 16362 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 118712 members 
Mstep: Class 21 contains 52054 members 
Mstep: Class 22 contains 4241 members 
Mstep: Class 23 contains 113345 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 4181 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13792 members 
Mstep: Class 31 contains 49892 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714128.000000 Penalty: 81671.953125
Iteration 185Q: 37 clusters Score -1.417141e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118693 members 
Mstep: Class 2 contains 109069 members 
Mstep: Class 3 contains 116790 members 
Mstep: Class 4 contains 7283 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10300 members 
Mstep: Class 9 contains 14026 members 
Mstep: Class 10 contains 125232 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103702 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10515 members 
Mstep: Class 16 contains 123328 members 
Mstep: Class 17 contains 7708 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 118774 members 
Mstep: Class 21 contains 51967 members 
Mstep: Class 22 contains 4242 members 
Mstep: Class 23 contains 113352 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6164 members 
Mstep: Class 28 contains 4172 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13787 members 
Mstep: Class 31 contains 49881 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713952.000000 Penalty: 81671.953125
Iteration 186Q: 37 clusters Score -1.41714e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118696 members 
Mstep: Class 2 contains 109093 members 
Mstep: Class 3 contains 116778 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 14028 members 
Mstep: Class 10 contains 125238 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8094 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10523 members 
Mstep: Class 16 contains 123336 members 
Mstep: Class 17 contains 7711 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 118838 members 
Mstep: Class 21 contains 51886 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 113374 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6163 members 
Mstep: Class 28 contains 4165 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13785 members 
Mstep: Class 31 contains 49866 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714032.000000 Penalty: 81671.953125
Iteration 187Q: 37 clusters Score -1.41714e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 109119 members 
Mstep: Class 3 contains 116770 members 
Mstep: Class 4 contains 7288 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10299 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 125254 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103669 members 
Mstep: Class 13 contains 8094 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10527 members 
Mstep: Class 16 contains 123362 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 16354 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 118888 members 
Mstep: Class 21 contains 51802 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 113369 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6164 members 
Mstep: Class 28 contains 4161 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13789 members 
Mstep: Class 31 contains 49862 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714192.000000 Penalty: 81671.953125
Iteration 188Q: 37 clusters Score -1.417142e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118664 members 
Mstep: Class 2 contains 109133 members 
Mstep: Class 3 contains 116783 members 
Mstep: Class 4 contains 7291 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 14030 members 
Mstep: Class 10 contains 125278 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103665 members 
Mstep: Class 13 contains 8092 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10532 members 
Mstep: Class 16 contains 123371 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 118944 members 
Mstep: Class 21 contains 51717 members 
Mstep: Class 22 contains 4241 members 
Mstep: Class 23 contains 113361 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6164 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13787 members 
Mstep: Class 31 contains 49865 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713776.000000 Penalty: 81671.953125
Iteration 189Q: 37 clusters Score -1.417138e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 109141 members 
Mstep: Class 3 contains 116816 members 
Mstep: Class 4 contains 7295 members 
Mstep: Class 5 contains 8534 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 14031 members 
Mstep: Class 10 contains 125307 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103657 members 
Mstep: Class 13 contains 8092 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10531 members 
Mstep: Class 16 contains 123378 members 
Mstep: Class 17 contains 7717 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 118975 members 
Mstep: Class 21 contains 51618 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113379 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13787 members 
Mstep: Class 31 contains 49851 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713712.000000 Penalty: 81671.953125
Iteration 190Q: 37 clusters Score -1.417137e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 109139 members 
Mstep: Class 3 contains 116871 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 8528 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14031 members 
Mstep: Class 10 contains 125335 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103648 members 
Mstep: Class 13 contains 8095 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10531 members 
Mstep: Class 16 contains 123398 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119000 members 
Mstep: Class 21 contains 51515 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113390 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13787 members 
Mstep: Class 31 contains 49844 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713632.000000 Penalty: 81671.953125
Iteration 191Q: 37 clusters Score -1.417136e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118664 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116906 members 
Mstep: Class 4 contains 7305 members 
Mstep: Class 5 contains 8525 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14036 members 
Mstep: Class 10 contains 125343 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103650 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10527 members 
Mstep: Class 16 contains 123413 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 16345 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119023 members 
Mstep: Class 21 contains 51424 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113407 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6156 members 
Mstep: Class 28 contains 4136 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13788 members 
Mstep: Class 31 contains 49838 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713488.000000 Penalty: 81671.953125
Iteration 192Q: 37 clusters Score -1.417135e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 109140 members 
Mstep: Class 3 contains 116937 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 8524 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14033 members 
Mstep: Class 10 contains 125375 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103650 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10533 members 
Mstep: Class 16 contains 123437 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 16343 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119042 members 
Mstep: Class 21 contains 51333 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113417 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 4123 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13788 members 
Mstep: Class 31 contains 49834 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713504.000000 Penalty: 81671.953125
Iteration 193Q: 37 clusters Score -1.417135e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 109134 members 
Mstep: Class 3 contains 116980 members 
Mstep: Class 4 contains 7308 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10293 members 
Mstep: Class 9 contains 14032 members 
Mstep: Class 10 contains 125366 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103658 members 
Mstep: Class 13 contains 8098 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10544 members 
Mstep: Class 16 contains 123456 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119038 members 
Mstep: Class 21 contains 51265 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113454 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6153 members 
Mstep: Class 28 contains 4114 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13789 members 
Mstep: Class 31 contains 49820 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713168.000000 Penalty: 81671.953125
Iteration 194Q: 37 clusters Score -1.417132e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118668 members 
Mstep: Class 2 contains 109126 members 
Mstep: Class 3 contains 117030 members 
Mstep: Class 4 contains 7308 members 
Mstep: Class 5 contains 8530 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 14033 members 
Mstep: Class 10 contains 125376 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103663 members 
Mstep: Class 13 contains 8096 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 123508 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119029 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113430 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4106 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13789 members 
Mstep: Class 31 contains 49814 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713248.000000 Penalty: 81671.953125
Iteration 195Q: 37 clusters Score -1.417132e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118675 members 
Mstep: Class 2 contains 109125 members 
Mstep: Class 3 contains 117045 members 
Mstep: Class 4 contains 7315 members 
Mstep: Class 5 contains 8533 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10293 members 
Mstep: Class 9 contains 14038 members 
Mstep: Class 10 contains 125381 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103674 members 
Mstep: Class 13 contains 8095 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10552 members 
Mstep: Class 16 contains 123536 members 
Mstep: Class 17 contains 7708 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119014 members 
Mstep: Class 21 contains 51146 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113428 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 4095 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13791 members 
Mstep: Class 31 contains 49805 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713232.000000 Penalty: 81671.953125
Iteration 196Q: 37 clusters Score -1.417132e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 109122 members 
Mstep: Class 3 contains 117018 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 125394 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103672 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10565 members 
Mstep: Class 16 contains 123611 members 
Mstep: Class 17 contains 7704 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119007 members 
Mstep: Class 21 contains 51103 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113417 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13793 members 
Mstep: Class 31 contains 49802 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713152.000000 Penalty: 81671.953125
Iteration 197Q: 37 clusters Score -1.417132e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 109126 members 
Mstep: Class 3 contains 116971 members 
Mstep: Class 4 contains 7322 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10293 members 
Mstep: Class 9 contains 14042 members 
Mstep: Class 10 contains 125396 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103675 members 
Mstep: Class 13 contains 8090 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10572 members 
Mstep: Class 16 contains 123695 members 
Mstep: Class 17 contains 7698 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119013 members 
Mstep: Class 21 contains 51063 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 113388 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49799 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141712944.000000 Penalty: 81671.953125
Iteration 198Q: 37 clusters Score -1.417129e+08 nChanged 834
Entering ConstructFrom: 
Score: -141712944.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (118727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118727 members 
Entering Unmasked Estep 
Score: -14943052.000000 Penalty: 1898.744507
	Iteration 0F: 2 clusters Score -1.494305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -14867433.000000 Penalty: 3797.489014
	Iteration 0F: 3 clusters Score -1.486743e+07 nChanged 56953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -14901567.000000 Penalty: 3797.489014
	Iteration 1F: 3 clusters Score -1.490157e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -14903293.000000 Penalty: 3797.489014
	Iteration 2Q: 3 clusters Score -1.490329e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -14906139.000000 Penalty: 3797.489014
	Iteration 3F: 3 clusters Score -1.490614e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -14910827.000000 Penalty: 3797.489014
	Iteration 4F: 3 clusters Score -1.491083e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -14918205.000000 Penalty: 3797.489014
	Iteration 5F: 3 clusters Score -1.49182e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -14926829.000000 Penalty: 3797.489014
	Iteration 6F: 3 clusters Score -1.492683e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -14934581.000000 Penalty: 3797.489014
	Iteration 7F: 3 clusters Score -1.493458e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -14939021.000000 Penalty: 3797.489014
	Iteration 8Q: 3 clusters Score -1.493902e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -14940747.000000 Penalty: 3797.489014
	Iteration 9Q: 3 clusters Score -1.494075e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -14941494.000000 Penalty: 3797.489014
	Iteration 10Q: 3 clusters Score -1.494149e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -14941768.000000 Penalty: 3797.489014
	Iteration 11Q: 3 clusters Score -1.494177e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -14942021.000000 Penalty: 3797.489014
	Iteration 12Q: 3 clusters Score -1.494202e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -14942027.000000 Penalty: 3797.489014
	Iteration 13Q: 3 clusters Score -1.494203e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -14942095.000000 Penalty: 3797.489014
	Iteration 14Q: 3 clusters Score -1.49421e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 115415 members 
Entering Unmasked Estep 
Score: -14942080.000000 Penalty: 3797.489014
	Iteration 15Q: 3 clusters Score -1.494208e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -14942138.000000 Penalty: 3797.489014
	Iteration 16Q: 3 clusters Score -1.494214e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -14942158.000000 Penalty: 3797.489014
	Iteration 17Q: 3 clusters Score -1.494216e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
Score: -14942147.000000 Penalty: 3797.489014
	Iteration 18Q: 3 clusters Score -1.494215e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -14942154.000000 Penalty: 3797.489014
	Iteration 19Q: 3 clusters Score -1.494215e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 116847 members 
Entering Unmasked Estep 
Score: -14942154.000000 Penalty: 3797.489014
	Iteration 20F: 3 clusters Score -1.494215e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -14942162.000000 Penalty: 3797.489014
	Iteration 21Q: 3 clusters Score -1.494216e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -14942196.000000 Penalty: 3797.489014
	Iteration 22Q: 3 clusters Score -1.49422e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -14942192.000000 Penalty: 3797.489014
	Iteration 23Q: 3 clusters Score -1.494219e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 117277 members 
Entering Unmasked Estep 
Score: -14942209.000000 Penalty: 3797.489014
	Iteration 24Q: 3 clusters Score -1.494221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -14942202.000000 Penalty: 3797.489014
	Iteration 25Q: 3 clusters Score -1.49422e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -14942188.000000 Penalty: 3797.489014
	Iteration 26Q: 3 clusters Score -1.494219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -14942194.000000 Penalty: 3797.489014
	Iteration 27Q: 3 clusters Score -1.494219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -14942192.000000 Penalty: 3797.489014
	Iteration 28Q: 3 clusters Score -1.494219e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -14942191.000000 Penalty: 3797.489014
	Iteration 29Q: 3 clusters Score -1.494219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -14942199.000000 Penalty: 3797.489014
	Iteration 30Q: 3 clusters Score -1.49422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -14942220.000000 Penalty: 3797.489014
	Iteration 31Q: 3 clusters Score -1.494222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -14942219.000000 Penalty: 3797.489014
	Iteration 32Q: 3 clusters Score -1.494222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -14942213.000000 Penalty: 3797.489014
	Iteration 33Q: 3 clusters Score -1.494221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -14942222.000000 Penalty: 3797.489014
	Iteration 34Q: 3 clusters Score -1.494222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 117519 members 
Entering Unmasked Estep 
Score: -14942228.000000 Penalty: 3797.489014
	Iteration 35Q: 3 clusters Score -1.494223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -14942224.000000 Penalty: 3797.489014
	Iteration 36Q: 3 clusters Score -1.494222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 117539 members 
Entering Unmasked Estep 
Score: -14942223.000000 Penalty: 3797.489014
	Iteration 37Q: 3 clusters Score -1.494222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -14942215.000000 Penalty: 3797.489014
	Iteration 38Q: 3 clusters Score -1.494222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -14942215.000000 Penalty: 3797.489014
	Iteration 39Q: 3 clusters Score -1.494222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -14942222.000000 Penalty: 3797.489014
	Iteration 40F: 3 clusters Score -1.494222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 117566 members 
Entering Unmasked Estep 
Score: -14942208.000000 Penalty: 3797.489014
	Iteration 41Q: 3 clusters Score -1.494221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 117572 members 
Entering Unmasked Estep 
Score: -14942210.000000 Penalty: 3797.489014
	Iteration 42Q: 3 clusters Score -1.494221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 117577 members 
Entering Unmasked Estep 
Score: -14942209.000000 Penalty: 3797.489014
	Iteration 43Q: 3 clusters Score -1.494221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -14942202.000000 Penalty: 3797.489014
	Iteration 44Q: 3 clusters Score -1.49422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 117588 members 
Entering Unmasked Estep 
Score: -14942209.000000 Penalty: 3797.489014
	Iteration 45Q: 3 clusters Score -1.494221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -14942204.000000 Penalty: 3797.489014
	Iteration 46Q: 3 clusters Score -1.49422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 117593 members 
Entering Unmasked Estep 
Score: -14942197.000000 Penalty: 3797.489014
	Iteration 47Q: 3 clusters Score -1.49422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -14942206.000000 Penalty: 3797.489014
	Iteration 48Q: 3 clusters Score -1.494221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -14942206.000000 Penalty: 3797.489014
	Iteration 49Q: 3 clusters Score -1.494221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -14942210.000000 Penalty: 3797.489014
	Iteration 50Q: 3 clusters Score -1.494221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -14942210.000000 Penalty: 3797.489014
	Iteration 51F: 3 clusters Score -1.494221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Entering Unmasked Estep 
Score: -13736489.000000 Penalty: 1885.059937
	Iteration 0F: 2 clusters Score -1.373649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -13665277.000000 Penalty: 3770.119873
	Iteration 0F: 3 clusters Score -1.366528e+07 nChanged 52370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -13695957.000000 Penalty: 3770.119873
	Iteration 1F: 3 clusters Score -1.369596e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -13696804.000000 Penalty: 3770.119873
	Iteration 2Q: 3 clusters Score -1.36968e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -13697971.000000 Penalty: 3770.119873
	Iteration 3Q: 3 clusters Score -1.369797e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -13699625.000000 Penalty: 3770.119873
	Iteration 4Q: 3 clusters Score -1.369962e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -13702486.000000 Penalty: 3770.119873
	Iteration 5Q: 3 clusters Score -1.370249e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -13706683.000000 Penalty: 3770.119873
	Iteration 6F: 3 clusters Score -1.370668e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -13712463.000000 Penalty: 3770.119873
	Iteration 7F: 3 clusters Score -1.371246e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -13719285.000000 Penalty: 3770.119873
	Iteration 8F: 3 clusters Score -1.371928e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -13725308.000000 Penalty: 3770.119873
	Iteration 9F: 3 clusters Score -1.372531e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -13729786.000000 Penalty: 3770.119873
	Iteration 10Q: 3 clusters Score -1.372979e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -13732362.000000 Penalty: 3770.119873
	Iteration 11Q: 3 clusters Score -1.373236e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -13733640.000000 Penalty: 3770.119873
	Iteration 12Q: 3 clusters Score -1.373364e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -13734207.000000 Penalty: 3770.119873
	Iteration 13Q: 3 clusters Score -1.373421e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13734511.000000 Penalty: 3770.119873
	Iteration 14Q: 3 clusters Score -1.373451e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13734738.000000 Penalty: 3770.119873
	Iteration 15Q: 3 clusters Score -1.373474e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13734865.000000 Penalty: 3770.119873
	Iteration 16Q: 3 clusters Score -1.373486e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13734902.000000 Penalty: 3770.119873
	Iteration 17Q: 3 clusters Score -1.37349e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13734982.000000 Penalty: 3770.119873
	Iteration 18Q: 3 clusters Score -1.373498e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108362 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13735013.000000 Penalty: 3770.119873
	Iteration 19Q: 3 clusters Score -1.373501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13735055.000000 Penalty: 3770.119873
	Iteration 20F: 3 clusters Score -1.373506e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13735070.000000 Penalty: 3770.119873
	Iteration 21Q: 3 clusters Score -1.373507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108430 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13735090.000000 Penalty: 3770.119873
	Iteration 22Q: 3 clusters Score -1.373509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13735098.000000 Penalty: 3770.119873
	Iteration 23Q: 3 clusters Score -1.37351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13735098.000000 Penalty: 3770.119873
	Iteration 24Q: 3 clusters Score -1.37351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13735103.000000 Penalty: 3770.119873
	Iteration 25Q: 3 clusters Score -1.37351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13735102.000000 Penalty: 3770.119873
	Iteration 26Q: 3 clusters Score -1.37351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13735120.000000 Penalty: 3770.119873
	Iteration 27Q: 3 clusters Score -1.373512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13735123.000000 Penalty: 3770.119873
	Iteration 28Q: 3 clusters Score -1.373512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13735137.000000 Penalty: 3770.119873
	Iteration 29Q: 3 clusters Score -1.373514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13735130.000000 Penalty: 3770.119873
	Iteration 30Q: 3 clusters Score -1.373513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13735136.000000 Penalty: 3770.119873
	Iteration 31Q: 3 clusters Score -1.373514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13735126.000000 Penalty: 3770.119873
	Iteration 32Q: 3 clusters Score -1.373513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108484 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13735128.000000 Penalty: 3770.119873
	Iteration 33Q: 3 clusters Score -1.373513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108484 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13735126.000000 Penalty: 3770.119873
	Iteration 34Q: 3 clusters Score -1.373513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13735132.000000 Penalty: 3770.119873
	Iteration 35Q: 3 clusters Score -1.373513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13735133.000000 Penalty: 3770.119873
	Iteration 36Q: 3 clusters Score -1.373513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13735146.000000 Penalty: 3770.119873
	Iteration 37Q: 3 clusters Score -1.373515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13735146.000000 Penalty: 3770.119873
	Iteration 38F: 3 clusters Score -1.373515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (116929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Entering Unmasked Estep 
Score: -14845219.000000 Penalty: 1896.264771
	Iteration 0F: 2 clusters Score -1.484522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -14772535.000000 Penalty: 3792.529541
	Iteration 0F: 3 clusters Score -1.477254e+07 nChanged 55768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -14805334.000000 Penalty: 3792.529541
	Iteration 1F: 3 clusters Score -1.480533e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -14806458.000000 Penalty: 3792.529541
	Iteration 2Q: 3 clusters Score -1.480646e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -14807766.000000 Penalty: 3792.529541
	Iteration 3Q: 3 clusters Score -1.480777e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -14809300.000000 Penalty: 3792.529541
	Iteration 4Q: 3 clusters Score -1.48093e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -14811141.000000 Penalty: 3792.529541
	Iteration 5Q: 3 clusters Score -1.481114e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -14814028.000000 Penalty: 3792.529541
	Iteration 6F: 3 clusters Score -1.481403e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -14817958.000000 Penalty: 3792.529541
	Iteration 7F: 3 clusters Score -1.481796e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -14823637.000000 Penalty: 3792.529541
	Iteration 8F: 3 clusters Score -1.482364e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -14829717.000000 Penalty: 3792.529541
	Iteration 9F: 3 clusters Score -1.482972e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -14833326.000000 Penalty: 3792.529541
	Iteration 10F: 3 clusters Score -1.483333e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -14834321.000000 Penalty: 3792.529541
	Iteration 11Q: 3 clusters Score -1.483432e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -14834738.000000 Penalty: 3792.529541
	Iteration 12Q: 3 clusters Score -1.483474e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -14835025.000000 Penalty: 3792.529541
	Iteration 13Q: 3 clusters Score -1.483502e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -14835299.000000 Penalty: 3792.529541
	Iteration 14Q: 3 clusters Score -1.48353e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -14835535.000000 Penalty: 3792.529541
	Iteration 15Q: 3 clusters Score -1.483554e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -14835691.000000 Penalty: 3792.529541
	Iteration 16Q: 3 clusters Score -1.483569e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -14835888.000000 Penalty: 3792.529541
	Iteration 17Q: 3 clusters Score -1.483589e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -14835954.000000 Penalty: 3792.529541
	Iteration 18Q: 3 clusters Score -1.483595e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -14836159.000000 Penalty: 3792.529541
	Iteration 19Q: 3 clusters Score -1.483616e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -14836307.000000 Penalty: 3792.529541
	Iteration 20F: 3 clusters Score -1.483631e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -14836381.000000 Penalty: 3792.529541
	Iteration 21Q: 3 clusters Score -1.483638e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -14836471.000000 Penalty: 3792.529541
	Iteration 22Q: 3 clusters Score -1.483647e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -14836582.000000 Penalty: 3792.529541
	Iteration 23Q: 3 clusters Score -1.483658e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -14836636.000000 Penalty: 3792.529541
	Iteration 24Q: 3 clusters Score -1.483664e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -14836661.000000 Penalty: 3792.529541
	Iteration 25Q: 3 clusters Score -1.483666e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -14836702.000000 Penalty: 3792.529541
	Iteration 26Q: 3 clusters Score -1.48367e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -14836758.000000 Penalty: 3792.529541
	Iteration 27Q: 3 clusters Score -1.483676e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -14836773.000000 Penalty: 3792.529541
	Iteration 28Q: 3 clusters Score -1.483677e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -14836736.000000 Penalty: 3792.529541
	Iteration 29Q: 3 clusters Score -1.483674e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -14836766.000000 Penalty: 3792.529541
	Iteration 30Q: 3 clusters Score -1.483677e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -14836722.000000 Penalty: 3792.529541
	Iteration 31Q: 3 clusters Score -1.483672e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -14836708.000000 Penalty: 3792.529541
	Iteration 32Q: 3 clusters Score -1.483671e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -14836693.000000 Penalty: 3792.529541
	Iteration 33Q: 3 clusters Score -1.483669e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -14836568.000000 Penalty: 3792.529541
	Iteration 34Q: 3 clusters Score -1.483657e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -14836549.000000 Penalty: 3792.529541
	Iteration 35Q: 3 clusters Score -1.483655e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -14836446.000000 Penalty: 3792.529541
	Iteration 36Q: 3 clusters Score -1.483645e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -14836389.000000 Penalty: 3792.529541
	Iteration 37Q: 3 clusters Score -1.483639e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -14836298.000000 Penalty: 3792.529541
	Iteration 38Q: 3 clusters Score -1.48363e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -14836248.000000 Penalty: 3792.529541
	Iteration 39Q: 3 clusters Score -1.483625e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -14836198.000000 Penalty: 3792.529541
	Iteration 40F: 3 clusters Score -1.48362e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -14836220.000000 Penalty: 3792.529541
	Iteration 41Q: 3 clusters Score -1.483622e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -14836218.000000 Penalty: 3792.529541
	Iteration 42Q: 3 clusters Score -1.483622e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -14836184.000000 Penalty: 3792.529541
	Iteration 43Q: 3 clusters Score -1.483618e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -14836227.000000 Penalty: 3792.529541
	Iteration 44Q: 3 clusters Score -1.483623e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -14836181.000000 Penalty: 3792.529541
	Iteration 45Q: 3 clusters Score -1.483618e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -14836193.000000 Penalty: 3792.529541
	Iteration 46Q: 3 clusters Score -1.483619e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -14836237.000000 Penalty: 3792.529541
	Iteration 47Q: 3 clusters Score -1.483624e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -14836372.000000 Penalty: 3792.529541
	Iteration 48Q: 3 clusters Score -1.483637e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -14836587.000000 Penalty: 3792.529541
	Iteration 49Q: 3 clusters Score -1.483659e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -14836846.000000 Penalty: 3792.529541
	Iteration 50Q: 3 clusters Score -1.483685e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -14836931.000000 Penalty: 3792.529541
	Iteration 51Q: 3 clusters Score -1.483693e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -14836988.000000 Penalty: 3792.529541
	Iteration 52Q: 3 clusters Score -1.483699e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -14837037.000000 Penalty: 3792.529541
	Iteration 53Q: 3 clusters Score -1.483704e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -14837114.000000 Penalty: 3792.529541
	Iteration 54Q: 3 clusters Score -1.483711e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -14837115.000000 Penalty: 3792.529541
	Iteration 55Q: 3 clusters Score -1.483712e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -14837138.000000 Penalty: 3792.529541
	Iteration 56Q: 3 clusters Score -1.483714e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -14837171.000000 Penalty: 3792.529541
	Iteration 57Q: 3 clusters Score -1.483717e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -14837251.000000 Penalty: 3792.529541
	Iteration 58Q: 3 clusters Score -1.483725e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -14837259.000000 Penalty: 3792.529541
	Iteration 59Q: 3 clusters Score -1.483726e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -14837201.000000 Penalty: 3792.529541
	Iteration 60F: 3 clusters Score -1.48372e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -14837194.000000 Penalty: 3792.529541
	Iteration 61Q: 3 clusters Score -1.483719e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -14837156.000000 Penalty: 3792.529541
	Iteration 62Q: 3 clusters Score -1.483716e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -14837135.000000 Penalty: 3792.529541
	Iteration 63Q: 3 clusters Score -1.483714e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -14837181.000000 Penalty: 3792.529541
	Iteration 64Q: 3 clusters Score -1.483718e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -14837238.000000 Penalty: 3792.529541
	Iteration 65Q: 3 clusters Score -1.483724e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -14837302.000000 Penalty: 3792.529541
	Iteration 66Q: 3 clusters Score -1.48373e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -14837341.000000 Penalty: 3792.529541
	Iteration 67Q: 3 clusters Score -1.483734e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -14837460.000000 Penalty: 3792.529541
	Iteration 68Q: 3 clusters Score -1.483746e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -14837495.000000 Penalty: 3792.529541
	Iteration 69Q: 3 clusters Score -1.48375e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -14837521.000000 Penalty: 3792.529541
	Iteration 70Q: 3 clusters Score -1.483752e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -14837560.000000 Penalty: 3792.529541
	Iteration 71Q: 3 clusters Score -1.483756e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -14837638.000000 Penalty: 3792.529541
	Iteration 72Q: 3 clusters Score -1.483764e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -14838002.000000 Penalty: 3792.529541
	Iteration 73Q: 3 clusters Score -1.4838e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -14838336.000000 Penalty: 3792.529541
	Iteration 74Q: 3 clusters Score -1.483834e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -14838641.000000 Penalty: 3792.529541
	Iteration 75Q: 3 clusters Score -1.483864e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -14838955.000000 Penalty: 3792.529541
	Iteration 76Q: 3 clusters Score -1.483896e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -14839466.000000 Penalty: 3792.529541
	Iteration 77Q: 3 clusters Score -1.483947e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -14839994.000000 Penalty: 3792.529541
	Iteration 78Q: 3 clusters Score -1.483999e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -14840472.000000 Penalty: 3792.529541
	Iteration 79Q: 3 clusters Score -1.484047e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -14841188.000000 Penalty: 3792.529541
	Iteration 80F: 3 clusters Score -1.484119e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -14841973.000000 Penalty: 3792.529541
	Iteration 81Q: 3 clusters Score -1.484197e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -14842577.000000 Penalty: 3792.529541
	Iteration 82Q: 3 clusters Score -1.484258e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -14842983.000000 Penalty: 3792.529541
	Iteration 83Q: 3 clusters Score -1.484298e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -14843312.000000 Penalty: 3792.529541
	Iteration 84Q: 3 clusters Score -1.484331e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -14843497.000000 Penalty: 3792.529541
	Iteration 85Q: 3 clusters Score -1.48435e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -14843684.000000 Penalty: 3792.529541
	Iteration 86Q: 3 clusters Score -1.484368e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -14843791.000000 Penalty: 3792.529541
	Iteration 87Q: 3 clusters Score -1.484379e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -14843852.000000 Penalty: 3792.529541
	Iteration 88Q: 3 clusters Score -1.484385e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -14843941.000000 Penalty: 3792.529541
	Iteration 89Q: 3 clusters Score -1.484394e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -14843981.000000 Penalty: 3792.529541
	Iteration 90Q: 3 clusters Score -1.484398e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -14844077.000000 Penalty: 3792.529541
	Iteration 91Q: 3 clusters Score -1.484408e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -14844175.000000 Penalty: 3792.529541
	Iteration 92Q: 3 clusters Score -1.484418e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110684 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -14844210.000000 Penalty: 3792.529541
	Iteration 93Q: 3 clusters Score -1.484421e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -14844173.000000 Penalty: 3792.529541
	Iteration 94Q: 3 clusters Score -1.484417e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -14844171.000000 Penalty: 3792.529541
	Iteration 95Q: 3 clusters Score -1.484417e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -14844163.000000 Penalty: 3792.529541
	Iteration 96Q: 3 clusters Score -1.484416e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -14844186.000000 Penalty: 3792.529541
	Iteration 97Q: 3 clusters Score -1.484419e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -14844195.000000 Penalty: 3792.529541
	Iteration 98Q: 3 clusters Score -1.48442e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -14844180.000000 Penalty: 3792.529541
	Iteration 99Q: 3 clusters Score -1.484418e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112356 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -14844165.000000 Penalty: 3792.529541
	Iteration 100F: 3 clusters Score -1.484416e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112511 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -14844150.000000 Penalty: 3792.529541
	Iteration 101Q: 3 clusters Score -1.484415e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -14844187.000000 Penalty: 3792.529541
	Iteration 102Q: 3 clusters Score -1.484419e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -14844146.000000 Penalty: 3792.529541
	Iteration 103Q: 3 clusters Score -1.484415e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -14844119.000000 Penalty: 3792.529541
	Iteration 104Q: 3 clusters Score -1.484412e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -14844125.000000 Penalty: 3792.529541
	Iteration 105Q: 3 clusters Score -1.484412e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -14844114.000000 Penalty: 3792.529541
	Iteration 106Q: 3 clusters Score -1.484411e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -14844092.000000 Penalty: 3792.529541
	Iteration 107Q: 3 clusters Score -1.484409e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113224 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -14844080.000000 Penalty: 3792.529541
	Iteration 108Q: 3 clusters Score -1.484408e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113302 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14844080.000000 Penalty: 3792.529541
	Iteration 109Q: 3 clusters Score -1.484408e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -14844064.000000 Penalty: 3792.529541
	Iteration 110Q: 3 clusters Score -1.484406e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113448 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -14844077.000000 Penalty: 3792.529541
	Iteration 111Q: 3 clusters Score -1.484408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113520 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -14844099.000000 Penalty: 3792.529541
	Iteration 112Q: 3 clusters Score -1.48441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -14844127.000000 Penalty: 3792.529541
	Iteration 113Q: 3 clusters Score -1.484413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113646 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -14844147.000000 Penalty: 3792.529541
	Iteration 114Q: 3 clusters Score -1.484415e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -14844133.000000 Penalty: 3792.529541
	Iteration 115Q: 3 clusters Score -1.484413e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -14844159.000000 Penalty: 3792.529541
	Iteration 116Q: 3 clusters Score -1.484416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -14844160.000000 Penalty: 3792.529541
	Iteration 117Q: 3 clusters Score -1.484416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113805 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -14844172.000000 Penalty: 3792.529541
	Iteration 118Q: 3 clusters Score -1.484417e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -14844171.000000 Penalty: 3792.529541
	Iteration 119Q: 3 clusters Score -1.484417e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -14844172.000000 Penalty: 3792.529541
	Iteration 120F: 3 clusters Score -1.484417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14844182.000000 Penalty: 3792.529541
	Iteration 121Q: 3 clusters Score -1.484418e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -14844183.000000 Penalty: 3792.529541
	Iteration 122Q: 3 clusters Score -1.484418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -14844199.000000 Penalty: 3792.529541
	Iteration 123Q: 3 clusters Score -1.48442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -14844207.000000 Penalty: 3792.529541
	Iteration 124Q: 3 clusters Score -1.484421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -14844208.000000 Penalty: 3792.529541
	Iteration 125Q: 3 clusters Score -1.484421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114051 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -14844203.000000 Penalty: 3792.529541
	Iteration 126Q: 3 clusters Score -1.48442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -14844193.000000 Penalty: 3792.529541
	Iteration 127Q: 3 clusters Score -1.484419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -14844184.000000 Penalty: 3792.529541
	Iteration 128Q: 3 clusters Score -1.484418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -14844209.000000 Penalty: 3792.529541
	Iteration 129Q: 3 clusters Score -1.484421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -14844201.000000 Penalty: 3792.529541
	Iteration 130Q: 3 clusters Score -1.48442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114142 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -14844208.000000 Penalty: 3792.529541
	Iteration 131Q: 3 clusters Score -1.484421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -14844199.000000 Penalty: 3792.529541
	Iteration 132Q: 3 clusters Score -1.48442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114164 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -14844206.000000 Penalty: 3792.529541
	Iteration 133Q: 3 clusters Score -1.484421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -14844196.000000 Penalty: 3792.529541
	Iteration 134Q: 3 clusters Score -1.48442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114192 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -14844196.000000 Penalty: 3792.529541
	Iteration 135Q: 3 clusters Score -1.48442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -14844181.000000 Penalty: 3792.529541
	Iteration 136Q: 3 clusters Score -1.484418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -14844184.000000 Penalty: 3792.529541
	Iteration 137Q: 3 clusters Score -1.484418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114224 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -14844191.000000 Penalty: 3792.529541
	Iteration 138Q: 3 clusters Score -1.484419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -14844181.000000 Penalty: 3792.529541
	Iteration 139Q: 3 clusters Score -1.484418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -14844189.000000 Penalty: 3792.529541
	Iteration 140F: 3 clusters Score -1.484419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114255 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -14844187.000000 Penalty: 3792.529541
	Iteration 141Q: 3 clusters Score -1.484419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114265 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14844191.000000 Penalty: 3792.529541
	Iteration 142Q: 3 clusters Score -1.484419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -14844188.000000 Penalty: 3792.529541
	Iteration 143Q: 3 clusters Score -1.484419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -14844195.000000 Penalty: 3792.529541
	Iteration 144Q: 3 clusters Score -1.48442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -14844181.000000 Penalty: 3792.529541
	Iteration 145Q: 3 clusters Score -1.484418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114305 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -14844191.000000 Penalty: 3792.529541
	Iteration 146Q: 3 clusters Score -1.484419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -14844174.000000 Penalty: 3792.529541
	Iteration 147Q: 3 clusters Score -1.484417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -14844179.000000 Penalty: 3792.529541
	Iteration 148Q: 3 clusters Score -1.484418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -14844192.000000 Penalty: 3792.529541
	Iteration 149Q: 3 clusters Score -1.484419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114321 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -14844190.000000 Penalty: 3792.529541
	Iteration 150Q: 3 clusters Score -1.484419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114325 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -14844191.000000 Penalty: 3792.529541
	Iteration 151Q: 3 clusters Score -1.484419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -14844200.000000 Penalty: 3792.529541
	Iteration 152Q: 3 clusters Score -1.48442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114332 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -14844191.000000 Penalty: 3792.529541
	Iteration 153Q: 3 clusters Score -1.484419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114335 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -14844184.000000 Penalty: 3792.529541
	Iteration 154Q: 3 clusters Score -1.484418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114337 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -14844187.000000 Penalty: 3792.529541
	Iteration 155Q: 3 clusters Score -1.484419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -14844186.000000 Penalty: 3792.529541
	Iteration 156Q: 3 clusters Score -1.484419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114351 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -14844189.000000 Penalty: 3792.529541
	Iteration 157Q: 3 clusters Score -1.484419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -14844193.000000 Penalty: 3792.529541
	Iteration 158Q: 3 clusters Score -1.484419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114359 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -14844174.000000 Penalty: 3792.529541
	Iteration 159Q: 3 clusters Score -1.484417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -14844173.000000 Penalty: 3792.529541
	Iteration 160F: 3 clusters Score -1.484417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114368 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -14844182.000000 Penalty: 3792.529541
	Iteration 161Q: 3 clusters Score -1.484418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -14844182.000000 Penalty: 3792.529541
	Iteration 162Q: 3 clusters Score -1.484418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114380 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -14844185.000000 Penalty: 3792.529541
	Iteration 163Q: 3 clusters Score -1.484418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -14844176.000000 Penalty: 3792.529541
	Iteration 164Q: 3 clusters Score -1.484418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -14844185.000000 Penalty: 3792.529541
	Iteration 165Q: 3 clusters Score -1.484418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -14844181.000000 Penalty: 3792.529541
	Iteration 166Q: 3 clusters Score -1.484418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114400 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -14844187.000000 Penalty: 3792.529541
	Iteration 167Q: 3 clusters Score -1.484419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114401 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -14844186.000000 Penalty: 3792.529541
	Iteration 168Q: 3 clusters Score -1.484419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -14844173.000000 Penalty: 3792.529541
	Iteration 169Q: 3 clusters Score -1.484417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -14844183.000000 Penalty: 3792.529541
	Iteration 170Q: 3 clusters Score -1.484418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -14844172.000000 Penalty: 3792.529541
	Iteration 171Q: 3 clusters Score -1.484417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114424 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -14844164.000000 Penalty: 3792.529541
	Iteration 172Q: 3 clusters Score -1.484416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14844171.000000 Penalty: 3792.529541
	Iteration 173Q: 3 clusters Score -1.484417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114426 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -14844167.000000 Penalty: 3792.529541
	Iteration 174Q: 3 clusters Score -1.484417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14844178.000000 Penalty: 3792.529541
	Iteration 175Q: 3 clusters Score -1.484418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114429 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -14844176.000000 Penalty: 3792.529541
	Iteration 176Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14844162.000000 Penalty: 3792.529541
	Iteration 177Q: 3 clusters Score -1.484416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -14844172.000000 Penalty: 3792.529541
	Iteration 178Q: 3 clusters Score -1.484417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -14844180.000000 Penalty: 3792.529541
	Iteration 179Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -14844174.000000 Penalty: 3792.529541
	Iteration 180F: 3 clusters Score -1.484417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -14844184.000000 Penalty: 3792.529541
	Iteration 181Q: 3 clusters Score -1.484418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -14844180.000000 Penalty: 3792.529541
	Iteration 182Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -14844178.000000 Penalty: 3792.529541
	Iteration 183Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -14844165.000000 Penalty: 3792.529541
	Iteration 184Q: 3 clusters Score -1.484416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -14844180.000000 Penalty: 3792.529541
	Iteration 185Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -14844185.000000 Penalty: 3792.529541
	Iteration 186Q: 3 clusters Score -1.484418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114455 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -14844181.000000 Penalty: 3792.529541
	Iteration 187Q: 3 clusters Score -1.484418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14844177.000000 Penalty: 3792.529541
	Iteration 188Q: 3 clusters Score -1.484418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14844181.000000 Penalty: 3792.529541
	Iteration 189Q: 3 clusters Score -1.484418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14844176.000000 Penalty: 3792.529541
	Iteration 190Q: 3 clusters Score -1.484418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14844179.000000 Penalty: 3792.529541
	Iteration 191Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -14844177.000000 Penalty: 3792.529541
	Iteration 192Q: 3 clusters Score -1.484418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14844184.000000 Penalty: 3792.529541
	Iteration 193Q: 3 clusters Score -1.484418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -14844187.000000 Penalty: 3792.529541
	Iteration 194Q: 3 clusters Score -1.484419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114465 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -14844182.000000 Penalty: 3792.529541
	Iteration 195Q: 3 clusters Score -1.484418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14844191.000000 Penalty: 3792.529541
	Iteration 196Q: 3 clusters Score -1.484419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -14844184.000000 Penalty: 3792.529541
	Iteration 197Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14844175.000000 Penalty: 3792.529541
	Iteration 198Q: 3 clusters Score -1.484418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -14844173.000000 Penalty: 3792.529541
	Iteration 199Q: 3 clusters Score -1.484417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14844173.000000 Penalty: 3792.529541
	Iteration 200F: 3 clusters Score -1.484417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -14844180.000000 Penalty: 3792.529541
	Iteration 201Q: 3 clusters Score -1.484418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -14844188.000000 Penalty: 3792.529541
	Iteration 202Q: 3 clusters Score -1.484419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -14844188.000000 Penalty: 3792.529541
	Iteration 203Q: 3 clusters Score -1.484419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -14844190.000000 Penalty: 3792.529541
	Iteration 204Q: 3 clusters Score -1.484419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -14844190.000000 Penalty: 3792.529541
	Iteration 205Q: 3 clusters Score -1.484419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114487 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -14844195.000000 Penalty: 3792.529541
	Iteration 206Q: 3 clusters Score -1.48442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114488 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -14844196.000000 Penalty: 3792.529541
	Iteration 207Q: 3 clusters Score -1.48442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -14844192.000000 Penalty: 3792.529541
	Iteration 208Q: 3 clusters Score -1.484419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -14844192.000000 Penalty: 3792.529541
	Iteration 209F: 3 clusters Score -1.484419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -839726.937500 Penalty: 1446.095459
	Iteration 0F: 2 clusters Score -839726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -834354.937500 Penalty: 2892.190918
	Iteration 0F: 3 clusters Score -834354.9 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -836044.000000 Penalty: 2892.190918
	Iteration 1F: 3 clusters Score -836044 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -836276.687500 Penalty: 2892.190918
	Iteration 2F: 3 clusters Score -836276.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -836511.875000 Penalty: 2892.190918
	Iteration 3F: 3 clusters Score -836511.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -836786.625000 Penalty: 2892.190918
	Iteration 4F: 3 clusters Score -836786.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -837219.687500 Penalty: 2892.190918
	Iteration 5F: 3 clusters Score -837219.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -837767.250000 Penalty: 2892.190918
	Iteration 6F: 3 clusters Score -837767.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -838180.000000 Penalty: 2892.190918
	Iteration 7F: 3 clusters Score -838180 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -838400.250000 Penalty: 2892.190918
	Iteration 8Q: 3 clusters Score -838400.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -838530.687500 Penalty: 2892.190918
	Iteration 9Q: 3 clusters Score -838530.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -838593.312500 Penalty: 2892.190918
	Iteration 10Q: 3 clusters Score -838593.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -838627.500000 Penalty: 2892.190918
	Iteration 11Q: 3 clusters Score -838627.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -838652.937500 Penalty: 2892.190918
	Iteration 12Q: 3 clusters Score -838652.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -838671.437500 Penalty: 2892.190918
	Iteration 13Q: 3 clusters Score -838671.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -838683.000000 Penalty: 2892.190918
	Iteration 14Q: 3 clusters Score -838683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -838688.562500 Penalty: 2892.190918
	Iteration 15Q: 3 clusters Score -838688.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -838691.750000 Penalty: 2892.190918
	Iteration 16Q: 3 clusters Score -838691.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -838697.062500 Penalty: 2892.190918
	Iteration 17Q: 3 clusters Score -838697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -838701.937500 Penalty: 2892.190918
	Iteration 18Q: 3 clusters Score -838701.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -838706.687500 Penalty: 2892.190918
	Iteration 19Q: 3 clusters Score -838706.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -838716.437500 Penalty: 2892.190918
	Iteration 20F: 3 clusters Score -838716.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -838723.312500 Penalty: 2892.190918
	Iteration 21Q: 3 clusters Score -838723.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -838727.312500 Penalty: 2892.190918
	Iteration 22Q: 3 clusters Score -838727.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -838732.812500 Penalty: 2892.190918
	Iteration 23Q: 3 clusters Score -838732.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -838737.812500 Penalty: 2892.190918
	Iteration 24Q: 3 clusters Score -838737.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -838745.500000 Penalty: 2892.190918
	Iteration 25Q: 3 clusters Score -838745.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -838760.125000 Penalty: 2892.190918
	Iteration 26Q: 3 clusters Score -838760.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -838774.312500 Penalty: 2892.190918
	Iteration 27Q: 3 clusters Score -838774.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -838792.750000 Penalty: 2892.190918
	Iteration 28Q: 3 clusters Score -838792.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -838817.000000 Penalty: 2892.190918
	Iteration 29Q: 3 clusters Score -838817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -838838.250000 Penalty: 2892.190918
	Iteration 30Q: 3 clusters Score -838838.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -838866.562500 Penalty: 2892.190918
	Iteration 31Q: 3 clusters Score -838866.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -838901.937500 Penalty: 2892.190918
	Iteration 32Q: 3 clusters Score -838901.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -838943.125000 Penalty: 2892.190918
	Iteration 33Q: 3 clusters Score -838943.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -839002.250000 Penalty: 2892.190918
	Iteration 34Q: 3 clusters Score -839002.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -839064.437500 Penalty: 2892.190918
	Iteration 35Q: 3 clusters Score -839064.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -839150.437500 Penalty: 2892.190918
	Iteration 36Q: 3 clusters Score -839150.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -839227.250000 Penalty: 2892.190918
	Iteration 37Q: 3 clusters Score -839227.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -839281.500000 Penalty: 2892.190918
	Iteration 38Q: 3 clusters Score -839281.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -839320.437500 Penalty: 2892.190918
	Iteration 39Q: 3 clusters Score -839320.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -839343.875000 Penalty: 2892.190918
	Iteration 40F: 3 clusters Score -839343.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -839358.125000 Penalty: 2892.190918
	Iteration 41Q: 3 clusters Score -839358.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -839369.687500 Penalty: 2892.190918
	Iteration 42Q: 3 clusters Score -839369.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -839373.375000 Penalty: 2892.190918
	Iteration 43Q: 3 clusters Score -839373.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -839378.562500 Penalty: 2892.190918
	Iteration 44Q: 3 clusters Score -839378.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -839377.937500 Penalty: 2892.190918
	Iteration 45Q: 3 clusters Score -839377.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -839382.437500 Penalty: 2892.190918
	Iteration 46Q: 3 clusters Score -839382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -839386.125000 Penalty: 2892.190918
	Iteration 47Q: 3 clusters Score -839386.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -839391.875000 Penalty: 2892.190918
	Iteration 48Q: 3 clusters Score -839391.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -839396.687500 Penalty: 2892.190918
	Iteration 49Q: 3 clusters Score -839396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -839397.875000 Penalty: 2892.190918
	Iteration 50Q: 3 clusters Score -839397.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -839399.937500 Penalty: 2892.190918
	Iteration 51Q: 3 clusters Score -839399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -839402.812500 Penalty: 2892.190918
	Iteration 52Q: 3 clusters Score -839402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -839403.750000 Penalty: 2892.190918
	Iteration 53Q: 3 clusters Score -839403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -839402.500000 Penalty: 2892.190918
	Iteration 54Q: 3 clusters Score -839402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -839404.000000 Penalty: 2892.190918
	Iteration 55Q: 3 clusters Score -839404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -839403.312500 Penalty: 2892.190918
	Iteration 56Q: 3 clusters Score -839403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -839404.375000 Penalty: 2892.190918
	Iteration 57Q: 3 clusters Score -839404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -839404.250000 Penalty: 2892.190918
	Iteration 58Q: 3 clusters Score -839404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -839404.250000 Penalty: 2892.190918
	Iteration 59F: 3 clusters Score -839404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Entering Unmasked Estep 
Score: -1032144.062500 Penalty: 1471.109985
	Iteration 0F: 2 clusters Score -1032144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1025872.062500 Penalty: 2942.219971
	Iteration 0F: 3 clusters Score -1025872 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1027881.750000 Penalty: 2942.219971
	Iteration 1F: 3 clusters Score -1027882 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1028156.125000 Penalty: 2942.219971
	Iteration 2F: 3 clusters Score -1028156 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1028386.875000 Penalty: 2942.219971
	Iteration 3F: 3 clusters Score -1028387 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1028621.500000 Penalty: 2942.219971
	Iteration 4Q: 3 clusters Score -1028622 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1028895.000000 Penalty: 2942.219971
	Iteration 5Q: 3 clusters Score -1028895 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1029208.375000 Penalty: 2942.219971
	Iteration 6F: 3 clusters Score -1029208 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1029586.562500 Penalty: 2942.219971
	Iteration 7F: 3 clusters Score -1029587 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1029991.187500 Penalty: 2942.219971
	Iteration 8F: 3 clusters Score -1029991 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1030323.250000 Penalty: 2942.219971
	Iteration 9Q: 3 clusters Score -1030323 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1030592.750000 Penalty: 2942.219971
	Iteration 10Q: 3 clusters Score -1030593 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1030809.125000 Penalty: 2942.219971
	Iteration 11Q: 3 clusters Score -1030809 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1030956.000000 Penalty: 2942.219971
	Iteration 12Q: 3 clusters Score -1030956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1031068.937500 Penalty: 2942.219971
	Iteration 13Q: 3 clusters Score -1031069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1031142.187500 Penalty: 2942.219971
	Iteration 14Q: 3 clusters Score -1031142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1031186.125000 Penalty: 2942.219971
	Iteration 15Q: 3 clusters Score -1031186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1031227.312500 Penalty: 2942.219971
	Iteration 16Q: 3 clusters Score -1031227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1031265.375000 Penalty: 2942.219971
	Iteration 17Q: 3 clusters Score -1031265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1031307.312500 Penalty: 2942.219971
	Iteration 18Q: 3 clusters Score -1031307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1031332.000000 Penalty: 2942.219971
	Iteration 19Q: 3 clusters Score -1031332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1031350.625000 Penalty: 2942.219971
	Iteration 20F: 3 clusters Score -1031351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1031357.062500 Penalty: 2942.219971
	Iteration 21Q: 3 clusters Score -1031357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1031362.375000 Penalty: 2942.219971
	Iteration 22Q: 3 clusters Score -1031362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1031363.437500 Penalty: 2942.219971
	Iteration 23Q: 3 clusters Score -1031363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1031367.937500 Penalty: 2942.219971
	Iteration 24Q: 3 clusters Score -1031368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1031371.750000 Penalty: 2942.219971
	Iteration 25Q: 3 clusters Score -1031372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1031372.562500 Penalty: 2942.219971
	Iteration 26Q: 3 clusters Score -1031373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1031373.312500 Penalty: 2942.219971
	Iteration 27Q: 3 clusters Score -1031373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1031374.500000 Penalty: 2942.219971
	Iteration 28Q: 3 clusters Score -1031374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1031378.500000 Penalty: 2942.219971
	Iteration 29Q: 3 clusters Score -1031378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1031382.062500 Penalty: 2942.219971
	Iteration 30Q: 3 clusters Score -1031382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1031384.375000 Penalty: 2942.219971
	Iteration 31Q: 3 clusters Score -1031384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1031385.125000 Penalty: 2942.219971
	Iteration 32Q: 3 clusters Score -1031385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1031385.250000 Penalty: 2942.219971
	Iteration 33Q: 3 clusters Score -1031385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1031387.187500 Penalty: 2942.219971
	Iteration 34Q: 3 clusters Score -1031387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1031388.562500 Penalty: 2942.219971
	Iteration 35Q: 3 clusters Score -1031389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1031388.250000 Penalty: 2942.219971
	Iteration 36Q: 3 clusters Score -1031388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1031388.937500 Penalty: 2942.219971
	Iteration 37Q: 3 clusters Score -1031389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1031390.562500 Penalty: 2942.219971
	Iteration 38Q: 3 clusters Score -1031391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1031390.875000 Penalty: 2942.219971
	Iteration 39Q: 3 clusters Score -1031391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1031391.250000 Penalty: 2942.219971
	Iteration 40F: 3 clusters Score -1031391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1031391.437500 Penalty: 2942.219971
	Iteration 41Q: 3 clusters Score -1031391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1031392.187500 Penalty: 2942.219971
	Iteration 42Q: 3 clusters Score -1031392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1031392.187500 Penalty: 2942.219971
	Iteration 43F: 3 clusters Score -1031392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113472.460938 Penalty: 1126.205444
	Iteration 0F: 2 clusters Score -113472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111990.929688 Penalty: 2252.410889
	Iteration 0F: 3 clusters Score -111990.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112366.742188 Penalty: 2252.410889
	Iteration 1F: 3 clusters Score -112366.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112732.820312 Penalty: 2252.410889
	Iteration 2F: 3 clusters Score -112732.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113113.804688 Penalty: 2252.410889
	Iteration 3F: 3 clusters Score -113113.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113532.867188 Penalty: 2252.410889
	Iteration 4F: 3 clusters Score -113532.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113853.031250 Penalty: 2252.410889
	Iteration 5F: 3 clusters Score -113853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113978.328125 Penalty: 2252.410889
	Iteration 6Q: 3 clusters Score -113978.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114033.609375 Penalty: 2252.410889
	Iteration 7Q: 3 clusters Score -114033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114061.000000 Penalty: 2252.410889
	Iteration 8Q: 3 clusters Score -114061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114066.976562 Penalty: 2252.410889
	Iteration 9Q: 3 clusters Score -114067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114066.976562 Penalty: 2252.410889
	Iteration 10F: 3 clusters Score -114067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116929 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125400 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123730 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113372 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49801 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 530 members 
Entering Unmasked Estep 
Score: -141712576.000000 Penalty: 83940.617188
Splitting cluster 6 changes total score from -141712944.000000 to -141712576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -146961.828125 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -146961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145310.515625 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -145310.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145715.500000 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -145715.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145943.390625 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -145943.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146086.406250 Penalty: 2331.536377
	Iteration 3F: 3 clusters Score -146086.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -146179.640625 Penalty: 2331.536377
	Iteration 4F: 3 clusters Score -146179.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -146227.515625 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -146227.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -146260.156250 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -146260.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -146295.156250 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -146295.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146325.875000 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -146325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146342.343750 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -146342.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -146357.250000 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -146357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -146373.921875 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -146373.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -146394.093750 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -146394.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -146423.500000 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -146423.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146451.875000 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -146451.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -146466.421875 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -146466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -146473.453125 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -146473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146475.203125 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -146475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -146475.296875 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -146475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -146475.578125 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -146475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -146475.578125 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -146475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -1267916.875000 Penalty: 1501.389038
	Iteration 0F: 2 clusters Score -1267917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1260587.750000 Penalty: 3002.778076
	Iteration 0F: 3 clusters Score -1260588 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1263090.375000 Penalty: 3002.778076
	Iteration 1F: 3 clusters Score -1263090 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1263602.000000 Penalty: 3002.778076
	Iteration 2F: 3 clusters Score -1263602 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1264091.375000 Penalty: 3002.778076
	Iteration 3F: 3 clusters Score -1264091 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1264517.000000 Penalty: 3002.778076
	Iteration 4F: 3 clusters Score -1264517 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1264931.625000 Penalty: 3002.778076
	Iteration 5F: 3 clusters Score -1264932 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1265299.750000 Penalty: 3002.778076
	Iteration 6F: 3 clusters Score -1265300 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1265626.000000 Penalty: 3002.778076
	Iteration 7F: 3 clusters Score -1265626 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1265887.375000 Penalty: 3002.778076
	Iteration 8Q: 3 clusters Score -1265887 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1266128.500000 Penalty: 3002.778076
	Iteration 9Q: 3 clusters Score -1266128 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1266328.875000 Penalty: 3002.778076
	Iteration 10Q: 3 clusters Score -1266329 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1266524.000000 Penalty: 3002.778076
	Iteration 11Q: 3 clusters Score -1266524 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1266688.500000 Penalty: 3002.778076
	Iteration 12Q: 3 clusters Score -1266688 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1266818.625000 Penalty: 3002.778076
	Iteration 13Q: 3 clusters Score -1266819 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1266920.250000 Penalty: 3002.778076
	Iteration 14Q: 3 clusters Score -1266920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1267005.625000 Penalty: 3002.778076
	Iteration 15Q: 3 clusters Score -1267006 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1267073.625000 Penalty: 3002.778076
	Iteration 16Q: 3 clusters Score -1267074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1267140.750000 Penalty: 3002.778076
	Iteration 17Q: 3 clusters Score -1267141 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1267213.750000 Penalty: 3002.778076
	Iteration 18Q: 3 clusters Score -1267214 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1267266.375000 Penalty: 3002.778076
	Iteration 19Q: 3 clusters Score -1267266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1267293.625000 Penalty: 3002.778076
	Iteration 20F: 3 clusters Score -1267294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1267313.500000 Penalty: 3002.778076
	Iteration 21Q: 3 clusters Score -1267314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1267338.875000 Penalty: 3002.778076
	Iteration 22Q: 3 clusters Score -1267339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1267352.125000 Penalty: 3002.778076
	Iteration 23Q: 3 clusters Score -1267352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1267363.625000 Penalty: 3002.778076
	Iteration 24Q: 3 clusters Score -1267364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1267376.250000 Penalty: 3002.778076
	Iteration 25Q: 3 clusters Score -1267376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1267385.500000 Penalty: 3002.778076
	Iteration 26Q: 3 clusters Score -1267386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1267400.875000 Penalty: 3002.778076
	Iteration 27Q: 3 clusters Score -1267401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1267410.375000 Penalty: 3002.778076
	Iteration 28Q: 3 clusters Score -1267410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1267416.875000 Penalty: 3002.778076
	Iteration 29Q: 3 clusters Score -1267417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1267419.625000 Penalty: 3002.778076
	Iteration 30Q: 3 clusters Score -1267420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1267424.750000 Penalty: 3002.778076
	Iteration 31Q: 3 clusters Score -1267425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1267427.625000 Penalty: 3002.778076
	Iteration 32Q: 3 clusters Score -1267428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1267430.375000 Penalty: 3002.778076
	Iteration 33Q: 3 clusters Score -1267430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1267429.375000 Penalty: 3002.778076
	Iteration 34Q: 3 clusters Score -1267429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1267428.875000 Penalty: 3002.778076
	Iteration 35Q: 3 clusters Score -1267429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1267431.500000 Penalty: 3002.778076
	Iteration 36Q: 3 clusters Score -1267432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1267432.000000 Penalty: 3002.778076
	Iteration 37Q: 3 clusters Score -1267432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1267433.750000 Penalty: 3002.778076
	Iteration 38Q: 3 clusters Score -1267434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1267432.750000 Penalty: 3002.778076
	Iteration 39Q: 3 clusters Score -1267433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1267434.125000 Penalty: 3002.778076
	Iteration 40F: 3 clusters Score -1267434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1267433.625000 Penalty: 3002.778076
	Iteration 41Q: 3 clusters Score -1267434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1267433.625000 Penalty: 3002.778076
	Iteration 42F: 3 clusters Score -1267434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -1723345.250000 Penalty: 1551.901733
	Iteration 0F: 2 clusters Score -1723345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1713567.750000 Penalty: 3103.803467
	Iteration 0F: 3 clusters Score -1713568 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1716788.375000 Penalty: 3103.803467
	Iteration 1F: 3 clusters Score -1716788 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1717147.500000 Penalty: 3103.803467
	Iteration 2F: 3 clusters Score -1717148 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1717461.750000 Penalty: 3103.803467
	Iteration 3F: 3 clusters Score -1717462 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1717771.500000 Penalty: 3103.803467
	Iteration 4Q: 3 clusters Score -1717772 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1718081.500000 Penalty: 3103.803467
	Iteration 5Q: 3 clusters Score -1718082 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1718426.625000 Penalty: 3103.803467
	Iteration 6Q: 3 clusters Score -1718427 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1718827.875000 Penalty: 3103.803467
	Iteration 7Q: 3 clusters Score -1718828 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1719269.375000 Penalty: 3103.803467
	Iteration 8Q: 3 clusters Score -1719269 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1719690.625000 Penalty: 3103.803467
	Iteration 9Q: 3 clusters Score -1719691 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1720027.625000 Penalty: 3103.803467
	Iteration 10Q: 3 clusters Score -1720028 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1720260.500000 Penalty: 3103.803467
	Iteration 11Q: 3 clusters Score -1720260 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1720443.250000 Penalty: 3103.803467
	Iteration 12Q: 3 clusters Score -1720443 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1720598.125000 Penalty: 3103.803467
	Iteration 13Q: 3 clusters Score -1720598 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1720752.500000 Penalty: 3103.803467
	Iteration 14Q: 3 clusters Score -1720752 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1720907.000000 Penalty: 3103.803467
	Iteration 15Q: 3 clusters Score -1720907 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1721025.000000 Penalty: 3103.803467
	Iteration 16Q: 3 clusters Score -1721025 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1721170.625000 Penalty: 3103.803467
	Iteration 17Q: 3 clusters Score -1721171 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1721318.000000 Penalty: 3103.803467
	Iteration 18Q: 3 clusters Score -1721318 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1721454.500000 Penalty: 3103.803467
	Iteration 19Q: 3 clusters Score -1721454 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1721579.875000 Penalty: 3103.803467
	Iteration 20F: 3 clusters Score -1721580 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1721721.125000 Penalty: 3103.803467
	Iteration 21Q: 3 clusters Score -1721721 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1721853.125000 Penalty: 3103.803467
	Iteration 22Q: 3 clusters Score -1721853 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1721997.000000 Penalty: 3103.803467
	Iteration 23Q: 3 clusters Score -1721997 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1722107.000000 Penalty: 3103.803467
	Iteration 24Q: 3 clusters Score -1722107 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1722210.375000 Penalty: 3103.803467
	Iteration 25Q: 3 clusters Score -1722210 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1722309.625000 Penalty: 3103.803467
	Iteration 26Q: 3 clusters Score -1722310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1722403.250000 Penalty: 3103.803467
	Iteration 27Q: 3 clusters Score -1722403 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1722465.750000 Penalty: 3103.803467
	Iteration 28Q: 3 clusters Score -1722466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1722511.750000 Penalty: 3103.803467
	Iteration 29Q: 3 clusters Score -1722512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1722534.250000 Penalty: 3103.803467
	Iteration 30Q: 3 clusters Score -1722534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1722568.250000 Penalty: 3103.803467
	Iteration 31Q: 3 clusters Score -1722568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1722592.000000 Penalty: 3103.803467
	Iteration 32Q: 3 clusters Score -1722592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1722601.500000 Penalty: 3103.803467
	Iteration 33Q: 3 clusters Score -1722602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1722613.250000 Penalty: 3103.803467
	Iteration 34Q: 3 clusters Score -1722613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1722617.500000 Penalty: 3103.803467
	Iteration 35Q: 3 clusters Score -1722618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1722627.000000 Penalty: 3103.803467
	Iteration 36Q: 3 clusters Score -1722627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1722629.750000 Penalty: 3103.803467
	Iteration 37Q: 3 clusters Score -1722630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1722633.625000 Penalty: 3103.803467
	Iteration 38Q: 3 clusters Score -1722634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1722636.875000 Penalty: 3103.803467
	Iteration 39Q: 3 clusters Score -1722637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1722639.875000 Penalty: 3103.803467
	Iteration 40F: 3 clusters Score -1722640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1722639.125000 Penalty: 3103.803467
	Iteration 41Q: 3 clusters Score -1722639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1722641.250000 Penalty: 3103.803467
	Iteration 42Q: 3 clusters Score -1722641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1722640.750000 Penalty: 3103.803467
	Iteration 43Q: 3 clusters Score -1722641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1722643.000000 Penalty: 3103.803467
	Iteration 44Q: 3 clusters Score -1722643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1722643.000000 Penalty: 3103.803467
	Iteration 45Q: 3 clusters Score -1722643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1722651.000000 Penalty: 3103.803467
	Iteration 46Q: 3 clusters Score -1722651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1722650.875000 Penalty: 3103.803467
	Iteration 47Q: 3 clusters Score -1722651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1722656.875000 Penalty: 3103.803467
	Iteration 48Q: 3 clusters Score -1722657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1722655.875000 Penalty: 3103.803467
	Iteration 49Q: 3 clusters Score -1722656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1722662.375000 Penalty: 3103.803467
	Iteration 50Q: 3 clusters Score -1722662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1722667.625000 Penalty: 3103.803467
	Iteration 51Q: 3 clusters Score -1722668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1722671.625000 Penalty: 3103.803467
	Iteration 52Q: 3 clusters Score -1722672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1722671.625000 Penalty: 3103.803467
	Iteration 53Q: 3 clusters Score -1722672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1722674.125000 Penalty: 3103.803467
	Iteration 54Q: 3 clusters Score -1722674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1722681.000000 Penalty: 3103.803467
	Iteration 55Q: 3 clusters Score -1722681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1722692.125000 Penalty: 3103.803467
	Iteration 56Q: 3 clusters Score -1722692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1722696.250000 Penalty: 3103.803467
	Iteration 57Q: 3 clusters Score -1722696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1722702.875000 Penalty: 3103.803467
	Iteration 58Q: 3 clusters Score -1722703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1722705.000000 Penalty: 3103.803467
	Iteration 59Q: 3 clusters Score -1722705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1722711.375000 Penalty: 3103.803467
	Iteration 60F: 3 clusters Score -1722711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1722714.625000 Penalty: 3103.803467
	Iteration 61Q: 3 clusters Score -1722715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1722715.375000 Penalty: 3103.803467
	Iteration 62Q: 3 clusters Score -1722715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1722713.375000 Penalty: 3103.803467
	Iteration 63Q: 3 clusters Score -1722713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1722713.375000 Penalty: 3103.803467
	Iteration 64F: 3 clusters Score -1722713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (125400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125400 members 
Entering Unmasked Estep 
Score: -15808448.000000 Penalty: 1907.630371
	Iteration 0F: 2 clusters Score -1.580845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -15729838.000000 Penalty: 3815.260742
	Iteration 0F: 3 clusters Score -1.572984e+07 nChanged 60543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -15765745.000000 Penalty: 3815.260742
	Iteration 1F: 3 clusters Score -1.576574e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -15766658.000000 Penalty: 3815.260742
	Iteration 2Q: 3 clusters Score -1.576666e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -15768419.000000 Penalty: 3815.260742
	Iteration 3Q: 3 clusters Score -1.576842e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -15771226.000000 Penalty: 3815.260742
	Iteration 4Q: 3 clusters Score -1.577123e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -15775939.000000 Penalty: 3815.260742
	Iteration 5F: 3 clusters Score -1.577594e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -15782754.000000 Penalty: 3815.260742
	Iteration 6F: 3 clusters Score -1.578275e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -15791401.000000 Penalty: 3815.260742
	Iteration 7F: 3 clusters Score -1.57914e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -15798995.000000 Penalty: 3815.260742
	Iteration 8F: 3 clusters Score -1.5799e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -15802868.000000 Penalty: 3815.260742
	Iteration 9Q: 3 clusters Score -1.580287e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -15804539.000000 Penalty: 3815.260742
	Iteration 10Q: 3 clusters Score -1.580454e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -15805297.000000 Penalty: 3815.260742
	Iteration 11Q: 3 clusters Score -1.58053e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -15805757.000000 Penalty: 3815.260742
	Iteration 12Q: 3 clusters Score -1.580576e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -15806191.000000 Penalty: 3815.260742
	Iteration 13Q: 3 clusters Score -1.580619e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -15806501.000000 Penalty: 3815.260742
	Iteration 14Q: 3 clusters Score -1.58065e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -15806673.000000 Penalty: 3815.260742
	Iteration 15Q: 3 clusters Score -1.580667e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -15806889.000000 Penalty: 3815.260742
	Iteration 16Q: 3 clusters Score -1.580689e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -15807143.000000 Penalty: 3815.260742
	Iteration 17Q: 3 clusters Score -1.580714e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -15807323.000000 Penalty: 3815.260742
	Iteration 18Q: 3 clusters Score -1.580732e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112094 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -15807402.000000 Penalty: 3815.260742
	Iteration 19Q: 3 clusters Score -1.58074e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -15807639.000000 Penalty: 3815.260742
	Iteration 20F: 3 clusters Score -1.580764e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114540 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -15807572.000000 Penalty: 3815.260742
	Iteration 21Q: 3 clusters Score -1.580757e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115645 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -15807616.000000 Penalty: 3815.260742
	Iteration 22Q: 3 clusters Score -1.580762e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -15807564.000000 Penalty: 3815.260742
	Iteration 23Q: 3 clusters Score -1.580756e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -15807566.000000 Penalty: 3815.260742
	Iteration 24Q: 3 clusters Score -1.580757e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118530 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -15807486.000000 Penalty: 3815.260742
	Iteration 25Q: 3 clusters Score -1.580749e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -15807353.000000 Penalty: 3815.260742
	Iteration 26Q: 3 clusters Score -1.580735e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -15807303.000000 Penalty: 3815.260742
	Iteration 27Q: 3 clusters Score -1.58073e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -15807292.000000 Penalty: 3815.260742
	Iteration 28Q: 3 clusters Score -1.580729e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121574 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -15807286.000000 Penalty: 3815.260742
	Iteration 29Q: 3 clusters Score -1.580729e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -15807268.000000 Penalty: 3815.260742
	Iteration 30Q: 3 clusters Score -1.580727e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -15807228.000000 Penalty: 3815.260742
	Iteration 31Q: 3 clusters Score -1.580723e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122992 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -15807208.000000 Penalty: 3815.260742
	Iteration 32Q: 3 clusters Score -1.580721e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123310 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -15807238.000000 Penalty: 3815.260742
	Iteration 33Q: 3 clusters Score -1.580724e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15807175.000000 Penalty: 3815.260742
	Iteration 34Q: 3 clusters Score -1.580718e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123808 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15807186.000000 Penalty: 3815.260742
	Iteration 35Q: 3 clusters Score -1.580719e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124005 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15807130.000000 Penalty: 3815.260742
	Iteration 36Q: 3 clusters Score -1.580713e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124170 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15807095.000000 Penalty: 3815.260742
	Iteration 37Q: 3 clusters Score -1.58071e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -15807125.000000 Penalty: 3815.260742
	Iteration 38Q: 3 clusters Score -1.580712e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15807114.000000 Penalty: 3815.260742
	Iteration 39Q: 3 clusters Score -1.580711e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -15807108.000000 Penalty: 3815.260742
	Iteration 40F: 3 clusters Score -1.580711e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -15807126.000000 Penalty: 3815.260742
	Iteration 41Q: 3 clusters Score -1.580713e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124613 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15807131.000000 Penalty: 3815.260742
	Iteration 42Q: 3 clusters Score -1.580713e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15807120.000000 Penalty: 3815.260742
	Iteration 43Q: 3 clusters Score -1.580712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124702 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15807107.000000 Penalty: 3815.260742
	Iteration 44Q: 3 clusters Score -1.580711e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15807104.000000 Penalty: 3815.260742
	Iteration 45Q: 3 clusters Score -1.58071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15807101.000000 Penalty: 3815.260742
	Iteration 46Q: 3 clusters Score -1.58071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15807099.000000 Penalty: 3815.260742
	Iteration 47Q: 3 clusters Score -1.58071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15807092.000000 Penalty: 3815.260742
	Iteration 48Q: 3 clusters Score -1.580709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15807083.000000 Penalty: 3815.260742
	Iteration 49Q: 3 clusters Score -1.580708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124827 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15807082.000000 Penalty: 3815.260742
	Iteration 50Q: 3 clusters Score -1.580708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15807096.000000 Penalty: 3815.260742
	Iteration 51Q: 3 clusters Score -1.58071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15807101.000000 Penalty: 3815.260742
	Iteration 52Q: 3 clusters Score -1.58071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124852 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15807113.000000 Penalty: 3815.260742
	Iteration 53Q: 3 clusters Score -1.580711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15807109.000000 Penalty: 3815.260742
	Iteration 54Q: 3 clusters Score -1.580711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15807124.000000 Penalty: 3815.260742
	Iteration 55Q: 3 clusters Score -1.580712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15807120.000000 Penalty: 3815.260742
	Iteration 56Q: 3 clusters Score -1.580712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15807143.000000 Penalty: 3815.260742
	Iteration 57Q: 3 clusters Score -1.580714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124904 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15807151.000000 Penalty: 3815.260742
	Iteration 58Q: 3 clusters Score -1.580715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124912 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15807153.000000 Penalty: 3815.260742
	Iteration 59Q: 3 clusters Score -1.580715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124915 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15807150.000000 Penalty: 3815.260742
	Iteration 60F: 3 clusters Score -1.580715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124918 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15807138.000000 Penalty: 3815.260742
	Iteration 61Q: 3 clusters Score -1.580714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15807145.000000 Penalty: 3815.260742
	Iteration 62Q: 3 clusters Score -1.580714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124922 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15807149.000000 Penalty: 3815.260742
	Iteration 63Q: 3 clusters Score -1.580715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15807152.000000 Penalty: 3815.260742
	Iteration 64Q: 3 clusters Score -1.580715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15807150.000000 Penalty: 3815.260742
	Iteration 65Q: 3 clusters Score -1.580715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124925 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15807150.000000 Penalty: 3815.260742
	Iteration 66Q: 3 clusters Score -1.580715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15807142.000000 Penalty: 3815.260742
	Iteration 67Q: 3 clusters Score -1.580714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15807142.000000 Penalty: 3815.260742
	Iteration 68F: 3 clusters Score -1.580714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -69435.242188 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -69435.24 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 376 members 
Entering Unmasked Estep 
Score: -68301.187500 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -68301.19 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68895.335938 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -68895.34 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69563.218750 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -69563.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69862.679688 Penalty: 2149.349854
	Iteration 3F: 3 clusters Score -69862.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69942.945312 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -69942.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69981.812500 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -69981.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70001.023438 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -70001.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70008.875000 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -70008.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70016.359375 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -70016.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70030.257812 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -70030.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70032.796875 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -70032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70035.101562 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -70035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70035.242188 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -70035.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70035.242188 Penalty: 2149.349854
	Iteration 13F: 3 clusters Score -70035.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116929 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125400 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123730 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113372 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49801 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 395 members 
Entering Unmasked Estep 
Score: -141712384.000000 Penalty: 83940.617188
Splitting cluster 11 changes total score from -141712944.000000 to -141712384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (103683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Entering Unmasked Estep 
Score: -12831404.000000 Penalty: 1876.727661
	Iteration 0F: 2 clusters Score -1.28314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -12763769.000000 Penalty: 3753.455322
	Iteration 0F: 3 clusters Score -1.276377e+07 nChanged 49561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -12792685.000000 Penalty: 3753.455322
	Iteration 1F: 3 clusters Score -1.279268e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -12793892.000000 Penalty: 3753.455322
	Iteration 2Q: 3 clusters Score -1.279389e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -12795332.000000 Penalty: 3753.455322
	Iteration 3Q: 3 clusters Score -1.279533e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -12797450.000000 Penalty: 3753.455322
	Iteration 4Q: 3 clusters Score -1.279745e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -12800265.000000 Penalty: 3753.455322
	Iteration 5F: 3 clusters Score -1.280026e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -12803402.000000 Penalty: 3753.455322
	Iteration 6F: 3 clusters Score -1.28034e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -12806676.000000 Penalty: 3753.455322
	Iteration 7F: 3 clusters Score -1.280668e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -12810266.000000 Penalty: 3753.455322
	Iteration 8F: 3 clusters Score -1.281027e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -12814046.000000 Penalty: 3753.455322
	Iteration 9F: 3 clusters Score -1.281405e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -12817388.000000 Penalty: 3753.455322
	Iteration 10Q: 3 clusters Score -1.281739e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -12820061.000000 Penalty: 3753.455322
	Iteration 11Q: 3 clusters Score -1.282006e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -12822111.000000 Penalty: 3753.455322
	Iteration 12Q: 3 clusters Score -1.282211e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -12823741.000000 Penalty: 3753.455322
	Iteration 13Q: 3 clusters Score -1.282374e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -12824958.000000 Penalty: 3753.455322
	Iteration 14Q: 3 clusters Score -1.282496e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -12825796.000000 Penalty: 3753.455322
	Iteration 15Q: 3 clusters Score -1.28258e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -12826402.000000 Penalty: 3753.455322
	Iteration 16Q: 3 clusters Score -1.28264e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -12826897.000000 Penalty: 3753.455322
	Iteration 17Q: 3 clusters Score -1.28269e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -12827396.000000 Penalty: 3753.455322
	Iteration 18Q: 3 clusters Score -1.28274e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -12827827.000000 Penalty: 3753.455322
	Iteration 19Q: 3 clusters Score -1.282783e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -12828226.000000 Penalty: 3753.455322
	Iteration 20F: 3 clusters Score -1.282823e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -12828590.000000 Penalty: 3753.455322
	Iteration 21Q: 3 clusters Score -1.282859e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 94173 members 
Entering Unmasked Estep 
Score: -12828830.000000 Penalty: 3753.455322
	Iteration 22Q: 3 clusters Score -1.282883e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -12829042.000000 Penalty: 3753.455322
	Iteration 23Q: 3 clusters Score -1.282904e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -12829247.000000 Penalty: 3753.455322
	Iteration 24Q: 3 clusters Score -1.282925e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -12829344.000000 Penalty: 3753.455322
	Iteration 25Q: 3 clusters Score -1.282934e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -12829449.000000 Penalty: 3753.455322
	Iteration 26Q: 3 clusters Score -1.282945e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -12829556.000000 Penalty: 3753.455322
	Iteration 27Q: 3 clusters Score -1.282956e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -12829695.000000 Penalty: 3753.455322
	Iteration 28Q: 3 clusters Score -1.28297e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -12829769.000000 Penalty: 3753.455322
	Iteration 29Q: 3 clusters Score -1.282977e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -12829821.000000 Penalty: 3753.455322
	Iteration 30Q: 3 clusters Score -1.282982e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -12829874.000000 Penalty: 3753.455322
	Iteration 31Q: 3 clusters Score -1.282987e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -12829923.000000 Penalty: 3753.455322
	Iteration 32Q: 3 clusters Score -1.282992e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -12829974.000000 Penalty: 3753.455322
	Iteration 33Q: 3 clusters Score -1.282997e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -12829962.000000 Penalty: 3753.455322
	Iteration 34Q: 3 clusters Score -1.282996e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -12829990.000000 Penalty: 3753.455322
	Iteration 35Q: 3 clusters Score -1.282999e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -12830039.000000 Penalty: 3753.455322
	Iteration 36Q: 3 clusters Score -1.283004e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -12830044.000000 Penalty: 3753.455322
	Iteration 37Q: 3 clusters Score -1.283004e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -12830054.000000 Penalty: 3753.455322
	Iteration 38Q: 3 clusters Score -1.283005e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -12830063.000000 Penalty: 3753.455322
	Iteration 39Q: 3 clusters Score -1.283006e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -12830095.000000 Penalty: 3753.455322
	Iteration 40F: 3 clusters Score -1.28301e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -12830100.000000 Penalty: 3753.455322
	Iteration 41Q: 3 clusters Score -1.28301e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -12830132.000000 Penalty: 3753.455322
	Iteration 42Q: 3 clusters Score -1.283013e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -12830140.000000 Penalty: 3753.455322
	Iteration 43Q: 3 clusters Score -1.283014e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -12830160.000000 Penalty: 3753.455322
	Iteration 44Q: 3 clusters Score -1.283016e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -12830173.000000 Penalty: 3753.455322
	Iteration 45Q: 3 clusters Score -1.283017e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -12830194.000000 Penalty: 3753.455322
	Iteration 46Q: 3 clusters Score -1.283019e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -12830194.000000 Penalty: 3753.455322
	Iteration 47Q: 3 clusters Score -1.283019e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -12830200.000000 Penalty: 3753.455322
	Iteration 48Q: 3 clusters Score -1.28302e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -12830227.000000 Penalty: 3753.455322
	Iteration 49Q: 3 clusters Score -1.283023e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -12830226.000000 Penalty: 3753.455322
	Iteration 50Q: 3 clusters Score -1.283023e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -12830238.000000 Penalty: 3753.455322
	Iteration 51Q: 3 clusters Score -1.283024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -12830242.000000 Penalty: 3753.455322
	Iteration 52Q: 3 clusters Score -1.283024e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -12830238.000000 Penalty: 3753.455322
	Iteration 53Q: 3 clusters Score -1.283024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -12830251.000000 Penalty: 3753.455322
	Iteration 54Q: 3 clusters Score -1.283025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -12830257.000000 Penalty: 3753.455322
	Iteration 55Q: 3 clusters Score -1.283026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -12830271.000000 Penalty: 3753.455322
	Iteration 56Q: 3 clusters Score -1.283027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -12830268.000000 Penalty: 3753.455322
	Iteration 57Q: 3 clusters Score -1.283027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -12830278.000000 Penalty: 3753.455322
	Iteration 58Q: 3 clusters Score -1.283028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -12830285.000000 Penalty: 3753.455322
	Iteration 59Q: 3 clusters Score -1.283028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -12830296.000000 Penalty: 3753.455322
	Iteration 60F: 3 clusters Score -1.28303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -12830307.000000 Penalty: 3753.455322
	Iteration 61Q: 3 clusters Score -1.283031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -12830314.000000 Penalty: 3753.455322
	Iteration 62Q: 3 clusters Score -1.283031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -12830312.000000 Penalty: 3753.455322
	Iteration 63Q: 3 clusters Score -1.283031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -12830307.000000 Penalty: 3753.455322
	Iteration 64Q: 3 clusters Score -1.283031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -12830301.000000 Penalty: 3753.455322
	Iteration 65Q: 3 clusters Score -1.28303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -12830295.000000 Penalty: 3753.455322
	Iteration 66Q: 3 clusters Score -1.28303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 101248 members 
Entering Unmasked Estep 
Score: -12830303.000000 Penalty: 3753.455322
	Iteration 67Q: 3 clusters Score -1.28303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -12830303.000000 Penalty: 3753.455322
	Iteration 68Q: 3 clusters Score -1.28303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -12830306.000000 Penalty: 3753.455322
	Iteration 69Q: 3 clusters Score -1.283031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -12830319.000000 Penalty: 3753.455322
	Iteration 70Q: 3 clusters Score -1.283032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -12830326.000000 Penalty: 3753.455322
	Iteration 71Q: 3 clusters Score -1.283033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -12830334.000000 Penalty: 3753.455322
	Iteration 72Q: 3 clusters Score -1.283033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -12830328.000000 Penalty: 3753.455322
	Iteration 73Q: 3 clusters Score -1.283033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -12830329.000000 Penalty: 3753.455322
	Iteration 74Q: 3 clusters Score -1.283033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -12830332.000000 Penalty: 3753.455322
	Iteration 75Q: 3 clusters Score -1.283033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -12830327.000000 Penalty: 3753.455322
	Iteration 76Q: 3 clusters Score -1.283033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -12830337.000000 Penalty: 3753.455322
	Iteration 77Q: 3 clusters Score -1.283034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -12830338.000000 Penalty: 3753.455322
	Iteration 78Q: 3 clusters Score -1.283034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -12830328.000000 Penalty: 3753.455322
	Iteration 79Q: 3 clusters Score -1.283033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -12830341.000000 Penalty: 3753.455322
	Iteration 80F: 3 clusters Score -1.283034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -12830338.000000 Penalty: 3753.455322
	Iteration 81Q: 3 clusters Score -1.283034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -12830329.000000 Penalty: 3753.455322
	Iteration 82Q: 3 clusters Score -1.283033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -12830331.000000 Penalty: 3753.455322
	Iteration 83Q: 3 clusters Score -1.283033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -12830321.000000 Penalty: 3753.455322
	Iteration 84Q: 3 clusters Score -1.283032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -12830328.000000 Penalty: 3753.455322
	Iteration 85Q: 3 clusters Score -1.283033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -12830330.000000 Penalty: 3753.455322
	Iteration 86Q: 3 clusters Score -1.283033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -12830337.000000 Penalty: 3753.455322
	Iteration 87Q: 3 clusters Score -1.283034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -12830337.000000 Penalty: 3753.455322
	Iteration 88F: 3 clusters Score -1.283034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -1007936.125000 Penalty: 1462.257446
	Iteration 0F: 2 clusters Score -1007936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1002008.250000 Penalty: 2924.514893
	Iteration 0F: 3 clusters Score -1002008 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1003810.000000 Penalty: 2924.514893
	Iteration 1F: 3 clusters Score -1003810 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1004021.750000 Penalty: 2924.514893
	Iteration 2F: 3 clusters Score -1004022 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1004157.125000 Penalty: 2924.514893
	Iteration 3Q: 3 clusters Score -1004157 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1004272.687500 Penalty: 2924.514893
	Iteration 4Q: 3 clusters Score -1004273 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1004380.187500 Penalty: 2924.514893
	Iteration 5Q: 3 clusters Score -1004380 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1004474.750000 Penalty: 2924.514893
	Iteration 6Q: 3 clusters Score -1004475 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1004563.312500 Penalty: 2924.514893
	Iteration 7Q: 3 clusters Score -1004563 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1004649.437500 Penalty: 2924.514893
	Iteration 8Q: 3 clusters Score -1004649 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1004722.625000 Penalty: 2924.514893
	Iteration 9Q: 3 clusters Score -1004723 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1004801.000000 Penalty: 2924.514893
	Iteration 10Q: 3 clusters Score -1004801 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1004872.437500 Penalty: 2924.514893
	Iteration 11Q: 3 clusters Score -1004872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1004937.687500 Penalty: 2924.514893
	Iteration 12Q: 3 clusters Score -1004938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1004998.437500 Penalty: 2924.514893
	Iteration 13Q: 3 clusters Score -1004998 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1005065.687500 Penalty: 2924.514893
	Iteration 14Q: 3 clusters Score -1005066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1005123.937500 Penalty: 2924.514893
	Iteration 15Q: 3 clusters Score -1005124 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1005180.000000 Penalty: 2924.514893
	Iteration 16Q: 3 clusters Score -1005180 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1005231.250000 Penalty: 2924.514893
	Iteration 17Q: 3 clusters Score -1005231 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1005273.437500 Penalty: 2924.514893
	Iteration 18Q: 3 clusters Score -1005273 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1005307.437500 Penalty: 2924.514893
	Iteration 19Q: 3 clusters Score -1005307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1005338.500000 Penalty: 2924.514893
	Iteration 20F: 3 clusters Score -1005338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1005371.687500 Penalty: 2924.514893
	Iteration 21Q: 3 clusters Score -1005372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1005406.312500 Penalty: 2924.514893
	Iteration 22Q: 3 clusters Score -1005406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1005435.750000 Penalty: 2924.514893
	Iteration 23Q: 3 clusters Score -1005436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1005463.562500 Penalty: 2924.514893
	Iteration 24Q: 3 clusters Score -1005464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1005497.062500 Penalty: 2924.514893
	Iteration 25Q: 3 clusters Score -1005497 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1005541.812500 Penalty: 2924.514893
	Iteration 26Q: 3 clusters Score -1005542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1005599.500000 Penalty: 2924.514893
	Iteration 27Q: 3 clusters Score -1005600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1005654.312500 Penalty: 2924.514893
	Iteration 28Q: 3 clusters Score -1005654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1005719.625000 Penalty: 2924.514893
	Iteration 29Q: 3 clusters Score -1005720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1005765.625000 Penalty: 2924.514893
	Iteration 30Q: 3 clusters Score -1005766 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1005805.187500 Penalty: 2924.514893
	Iteration 31Q: 3 clusters Score -1005805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1005839.187500 Penalty: 2924.514893
	Iteration 32Q: 3 clusters Score -1005839 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1005882.625000 Penalty: 2924.514893
	Iteration 33Q: 3 clusters Score -1005883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1005917.875000 Penalty: 2924.514893
	Iteration 34Q: 3 clusters Score -1005918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1005960.875000 Penalty: 2924.514893
	Iteration 35Q: 3 clusters Score -1005961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1006000.562500 Penalty: 2924.514893
	Iteration 36Q: 3 clusters Score -1006001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1006037.812500 Penalty: 2924.514893
	Iteration 37Q: 3 clusters Score -1006038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1006068.000000 Penalty: 2924.514893
	Iteration 38Q: 3 clusters Score -1006068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1006099.812500 Penalty: 2924.514893
	Iteration 39Q: 3 clusters Score -1006100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1006128.437500 Penalty: 2924.514893
	Iteration 40F: 3 clusters Score -1006128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1006148.500000 Penalty: 2924.514893
	Iteration 41Q: 3 clusters Score -1006148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1006168.750000 Penalty: 2924.514893
	Iteration 42Q: 3 clusters Score -1006169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1006190.125000 Penalty: 2924.514893
	Iteration 43Q: 3 clusters Score -1006190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1006210.687500 Penalty: 2924.514893
	Iteration 44Q: 3 clusters Score -1006211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1006226.687500 Penalty: 2924.514893
	Iteration 45Q: 3 clusters Score -1006227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1006241.062500 Penalty: 2924.514893
	Iteration 46Q: 3 clusters Score -1006241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1006251.437500 Penalty: 2924.514893
	Iteration 47Q: 3 clusters Score -1006251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1006262.937500 Penalty: 2924.514893
	Iteration 48Q: 3 clusters Score -1006263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1006276.750000 Penalty: 2924.514893
	Iteration 49Q: 3 clusters Score -1006277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1006287.125000 Penalty: 2924.514893
	Iteration 50Q: 3 clusters Score -1006287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1006299.125000 Penalty: 2924.514893
	Iteration 51Q: 3 clusters Score -1006299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1006306.937500 Penalty: 2924.514893
	Iteration 52Q: 3 clusters Score -1006307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1006311.750000 Penalty: 2924.514893
	Iteration 53Q: 3 clusters Score -1006312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1006318.625000 Penalty: 2924.514893
	Iteration 54Q: 3 clusters Score -1006319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1006327.125000 Penalty: 2924.514893
	Iteration 55Q: 3 clusters Score -1006327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1006336.187500 Penalty: 2924.514893
	Iteration 56Q: 3 clusters Score -1006336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1006343.000000 Penalty: 2924.514893
	Iteration 57Q: 3 clusters Score -1006343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1006352.687500 Penalty: 2924.514893
	Iteration 58Q: 3 clusters Score -1006353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1006359.750000 Penalty: 2924.514893
	Iteration 59Q: 3 clusters Score -1006360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1006368.500000 Penalty: 2924.514893
	Iteration 60F: 3 clusters Score -1006368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1006372.750000 Penalty: 2924.514893
	Iteration 61Q: 3 clusters Score -1006373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1006376.500000 Penalty: 2924.514893
	Iteration 62Q: 3 clusters Score -1006376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1006376.312500 Penalty: 2924.514893
	Iteration 63Q: 3 clusters Score -1006376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1006383.062500 Penalty: 2924.514893
	Iteration 64Q: 3 clusters Score -1006383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1006385.437500 Penalty: 2924.514893
	Iteration 65Q: 3 clusters Score -1006385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1006388.125000 Penalty: 2924.514893
	Iteration 66Q: 3 clusters Score -1006388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1006389.312500 Penalty: 2924.514893
	Iteration 67Q: 3 clusters Score -1006389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1006392.187500 Penalty: 2924.514893
	Iteration 68Q: 3 clusters Score -1006392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1006394.375000 Penalty: 2924.514893
	Iteration 69Q: 3 clusters Score -1006394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1006398.375000 Penalty: 2924.514893
	Iteration 70Q: 3 clusters Score -1006398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1006405.625000 Penalty: 2924.514893
	Iteration 71Q: 3 clusters Score -1006406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1006410.312500 Penalty: 2924.514893
	Iteration 72Q: 3 clusters Score -1006410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1006415.187500 Penalty: 2924.514893
	Iteration 73Q: 3 clusters Score -1006415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1006420.750000 Penalty: 2924.514893
	Iteration 74Q: 3 clusters Score -1006421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1006425.375000 Penalty: 2924.514893
	Iteration 75Q: 3 clusters Score -1006425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1006435.625000 Penalty: 2924.514893
	Iteration 76Q: 3 clusters Score -1006436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1006442.000000 Penalty: 2924.514893
	Iteration 77Q: 3 clusters Score -1006442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1006450.312500 Penalty: 2924.514893
	Iteration 78Q: 3 clusters Score -1006450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1006457.375000 Penalty: 2924.514893
	Iteration 79Q: 3 clusters Score -1006457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1006463.750000 Penalty: 2924.514893
	Iteration 80F: 3 clusters Score -1006464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1006472.875000 Penalty: 2924.514893
	Iteration 81Q: 3 clusters Score -1006473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1006481.000000 Penalty: 2924.514893
	Iteration 82Q: 3 clusters Score -1006481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1006490.437500 Penalty: 2924.514893
	Iteration 83Q: 3 clusters Score -1006490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1006499.937500 Penalty: 2924.514893
	Iteration 84Q: 3 clusters Score -1006500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1006510.562500 Penalty: 2924.514893
	Iteration 85Q: 3 clusters Score -1006511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1006523.875000 Penalty: 2924.514893
	Iteration 86Q: 3 clusters Score -1006524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1006531.062500 Penalty: 2924.514893
	Iteration 87Q: 3 clusters Score -1006531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1006536.250000 Penalty: 2924.514893
	Iteration 88Q: 3 clusters Score -1006536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1006543.875000 Penalty: 2924.514893
	Iteration 89Q: 3 clusters Score -1006544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1006557.875000 Penalty: 2924.514893
	Iteration 90Q: 3 clusters Score -1006558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1006569.687500 Penalty: 2924.514893
	Iteration 91Q: 3 clusters Score -1006570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1006584.500000 Penalty: 2924.514893
	Iteration 92Q: 3 clusters Score -1006584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1006593.125000 Penalty: 2924.514893
	Iteration 93Q: 3 clusters Score -1006593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1006603.625000 Penalty: 2924.514893
	Iteration 94Q: 3 clusters Score -1006604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1006611.937500 Penalty: 2924.514893
	Iteration 95Q: 3 clusters Score -1006612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1006618.375000 Penalty: 2924.514893
	Iteration 96Q: 3 clusters Score -1006618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1006634.000000 Penalty: 2924.514893
	Iteration 97Q: 3 clusters Score -1006634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1006647.375000 Penalty: 2924.514893
	Iteration 98Q: 3 clusters Score -1006647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1006661.937500 Penalty: 2924.514893
	Iteration 99Q: 3 clusters Score -1006662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1006667.750000 Penalty: 2924.514893
	Iteration 100F: 3 clusters Score -1006668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1006671.062500 Penalty: 2924.514893
	Iteration 101Q: 3 clusters Score -1006671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1006674.812500 Penalty: 2924.514893
	Iteration 102Q: 3 clusters Score -1006675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1006675.562500 Penalty: 2924.514893
	Iteration 103Q: 3 clusters Score -1006676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1006675.562500 Penalty: 2924.514893
	Iteration 104F: 3 clusters Score -1006676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -374237.250000 Penalty: 1309.734985
	Iteration 0F: 2 clusters Score -374237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -371450.687500 Penalty: 2619.469971
	Iteration 0F: 3 clusters Score -371450.7 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -372231.750000 Penalty: 2619.469971
	Iteration 1F: 3 clusters Score -372231.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -372493.000000 Penalty: 2619.469971
	Iteration 2F: 3 clusters Score -372493 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -372810.468750 Penalty: 2619.469971
	Iteration 3F: 3 clusters Score -372810.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -373068.968750 Penalty: 2619.469971
	Iteration 4F: 3 clusters Score -373069 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -373287.593750 Penalty: 2619.469971
	Iteration 5F: 3 clusters Score -373287.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -373433.062500 Penalty: 2619.469971
	Iteration 6F: 3 clusters Score -373433.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -373524.437500 Penalty: 2619.469971
	Iteration 7Q: 3 clusters Score -373524.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -373597.375000 Penalty: 2619.469971
	Iteration 8Q: 3 clusters Score -373597.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -373648.187500 Penalty: 2619.469971
	Iteration 9Q: 3 clusters Score -373648.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -373675.093750 Penalty: 2619.469971
	Iteration 10Q: 3 clusters Score -373675.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -373700.437500 Penalty: 2619.469971
	Iteration 11Q: 3 clusters Score -373700.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -373715.406250 Penalty: 2619.469971
	Iteration 12Q: 3 clusters Score -373715.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -373731.750000 Penalty: 2619.469971
	Iteration 13Q: 3 clusters Score -373731.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -373739.968750 Penalty: 2619.469971
	Iteration 14Q: 3 clusters Score -373740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -373744.468750 Penalty: 2619.469971
	Iteration 15Q: 3 clusters Score -373744.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -373749.281250 Penalty: 2619.469971
	Iteration 16Q: 3 clusters Score -373749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -373750.562500 Penalty: 2619.469971
	Iteration 17Q: 3 clusters Score -373750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -373752.437500 Penalty: 2619.469971
	Iteration 18Q: 3 clusters Score -373752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -373753.125000 Penalty: 2619.469971
	Iteration 19Q: 3 clusters Score -373753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -373753.406250 Penalty: 2619.469971
	Iteration 20F: 3 clusters Score -373753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -373754.062500 Penalty: 2619.469971
	Iteration 21Q: 3 clusters Score -373754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -373756.468750 Penalty: 2619.469971
	Iteration 22Q: 3 clusters Score -373756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -373757.718750 Penalty: 2619.469971
	Iteration 23Q: 3 clusters Score -373757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -373758.968750 Penalty: 2619.469971
	Iteration 24Q: 3 clusters Score -373759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -373760.812500 Penalty: 2619.469971
	Iteration 25Q: 3 clusters Score -373760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -373762.562500 Penalty: 2619.469971
	Iteration 26Q: 3 clusters Score -373762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -373763.156250 Penalty: 2619.469971
	Iteration 27Q: 3 clusters Score -373763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -373763.156250 Penalty: 2619.469971
	Iteration 28F: 3 clusters Score -373763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Entering Unmasked Estep 
Score: -1289065.750000 Penalty: 1505.765259
	Iteration 0F: 2 clusters Score -1289066 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 5313 members 
Entering Unmasked Estep 
Score: -1281550.750000 Penalty: 3011.530518
	Iteration 0F: 3 clusters Score -1281551 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1284081.375000 Penalty: 3011.530518
	Iteration 1F: 3 clusters Score -1284081 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1284392.125000 Penalty: 3011.530518
	Iteration 2F: 3 clusters Score -1284392 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1284637.750000 Penalty: 3011.530518
	Iteration 3F: 3 clusters Score -1284638 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1284875.000000 Penalty: 3011.530518
	Iteration 4Q: 3 clusters Score -1284875 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1285118.250000 Penalty: 3011.530518
	Iteration 5Q: 3 clusters Score -1285118 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1285362.125000 Penalty: 3011.530518
	Iteration 6Q: 3 clusters Score -1285362 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1285632.625000 Penalty: 3011.530518
	Iteration 7Q: 3 clusters Score -1285633 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1285923.000000 Penalty: 3011.530518
	Iteration 8Q: 3 clusters Score -1285923 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1286204.250000 Penalty: 3011.530518
	Iteration 9Q: 3 clusters Score -1286204 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1286474.375000 Penalty: 3011.530518
	Iteration 10Q: 3 clusters Score -1286474 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1286714.750000 Penalty: 3011.530518
	Iteration 11Q: 3 clusters Score -1286715 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1286912.875000 Penalty: 3011.530518
	Iteration 12Q: 3 clusters Score -1286913 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1287079.625000 Penalty: 3011.530518
	Iteration 13Q: 3 clusters Score -1287080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1287197.250000 Penalty: 3011.530518
	Iteration 14Q: 3 clusters Score -1287197 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1287302.750000 Penalty: 3011.530518
	Iteration 15Q: 3 clusters Score -1287303 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1287389.750000 Penalty: 3011.530518
	Iteration 16Q: 3 clusters Score -1287390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1287447.250000 Penalty: 3011.530518
	Iteration 17Q: 3 clusters Score -1287447 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1287504.125000 Penalty: 3011.530518
	Iteration 18Q: 3 clusters Score -1287504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1287552.250000 Penalty: 3011.530518
	Iteration 19Q: 3 clusters Score -1287552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1287587.750000 Penalty: 3011.530518
	Iteration 20F: 3 clusters Score -1287588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1287623.875000 Penalty: 3011.530518
	Iteration 21Q: 3 clusters Score -1287624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1287641.750000 Penalty: 3011.530518
	Iteration 22Q: 3 clusters Score -1287642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1287658.250000 Penalty: 3011.530518
	Iteration 23Q: 3 clusters Score -1287658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1287668.875000 Penalty: 3011.530518
	Iteration 24Q: 3 clusters Score -1287669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1287679.625000 Penalty: 3011.530518
	Iteration 25Q: 3 clusters Score -1287680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1287690.875000 Penalty: 3011.530518
	Iteration 26Q: 3 clusters Score -1287691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1287705.125000 Penalty: 3011.530518
	Iteration 27Q: 3 clusters Score -1287705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1287717.875000 Penalty: 3011.530518
	Iteration 28Q: 3 clusters Score -1287718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1287727.000000 Penalty: 3011.530518
	Iteration 29Q: 3 clusters Score -1287727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1287734.625000 Penalty: 3011.530518
	Iteration 30Q: 3 clusters Score -1287735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1287743.875000 Penalty: 3011.530518
	Iteration 31Q: 3 clusters Score -1287744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1287749.500000 Penalty: 3011.530518
	Iteration 32Q: 3 clusters Score -1287750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1287756.000000 Penalty: 3011.530518
	Iteration 33Q: 3 clusters Score -1287756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1287757.375000 Penalty: 3011.530518
	Iteration 34Q: 3 clusters Score -1287757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1287761.750000 Penalty: 3011.530518
	Iteration 35Q: 3 clusters Score -1287762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1287762.000000 Penalty: 3011.530518
	Iteration 36Q: 3 clusters Score -1287762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1287763.250000 Penalty: 3011.530518
	Iteration 37Q: 3 clusters Score -1287763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1287763.500000 Penalty: 3011.530518
	Iteration 38Q: 3 clusters Score -1287764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1287767.125000 Penalty: 3011.530518
	Iteration 39Q: 3 clusters Score -1287767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1287768.375000 Penalty: 3011.530518
	Iteration 40F: 3 clusters Score -1287768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1287769.375000 Penalty: 3011.530518
	Iteration 41Q: 3 clusters Score -1287769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1287771.375000 Penalty: 3011.530518
	Iteration 42Q: 3 clusters Score -1287771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1287772.375000 Penalty: 3011.530518
	Iteration 43Q: 3 clusters Score -1287772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1287771.375000 Penalty: 3011.530518
	Iteration 44Q: 3 clusters Score -1287771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1287772.375000 Penalty: 3011.530518
	Iteration 45Q: 3 clusters Score -1287772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1287772.375000 Penalty: 3011.530518
	Iteration 46F: 3 clusters Score -1287772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (123730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123730 members 
Entering Unmasked Estep 
Score: -15571012.000000 Penalty: 1905.451782
	Iteration 0F: 2 clusters Score -1.557101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -15494021.000000 Penalty: 3810.903564
	Iteration 0F: 3 clusters Score -1.549402e+07 nChanged 59745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -15530180.000000 Penalty: 3810.903564
	Iteration 1F: 3 clusters Score -1.553018e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -15532624.000000 Penalty: 3810.903564
	Iteration 2Q: 3 clusters Score -1.553262e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -15536364.000000 Penalty: 3810.903564
	Iteration 3F: 3 clusters Score -1.553636e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -15541620.000000 Penalty: 3810.903564
	Iteration 4F: 3 clusters Score -1.554162e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -15548160.000000 Penalty: 3810.903564
	Iteration 5F: 3 clusters Score -1.554816e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -15554541.000000 Penalty: 3810.903564
	Iteration 6F: 3 clusters Score -1.555454e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -15559735.000000 Penalty: 3810.903564
	Iteration 7F: 3 clusters Score -1.555974e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -15562979.000000 Penalty: 3810.903564
	Iteration 8Q: 3 clusters Score -1.556298e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -15564422.000000 Penalty: 3810.903564
	Iteration 9Q: 3 clusters Score -1.556442e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -15565367.000000 Penalty: 3810.903564
	Iteration 10Q: 3 clusters Score -1.556537e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -15566014.000000 Penalty: 3810.903564
	Iteration 11Q: 3 clusters Score -1.556601e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -15566604.000000 Penalty: 3810.903564
	Iteration 12Q: 3 clusters Score -1.55666e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -15567201.000000 Penalty: 3810.903564
	Iteration 13Q: 3 clusters Score -1.55672e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -15567961.000000 Penalty: 3810.903564
	Iteration 14Q: 3 clusters Score -1.556796e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -15568370.000000 Penalty: 3810.903564
	Iteration 15Q: 3 clusters Score -1.556837e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -15568715.000000 Penalty: 3810.903564
	Iteration 16Q: 3 clusters Score -1.556872e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -15568930.000000 Penalty: 3810.903564
	Iteration 17Q: 3 clusters Score -1.556893e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -15569244.000000 Penalty: 3810.903564
	Iteration 18Q: 3 clusters Score -1.556924e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117350 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -15569552.000000 Penalty: 3810.903564
	Iteration 19Q: 3 clusters Score -1.556955e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -15569707.000000 Penalty: 3810.903564
	Iteration 20F: 3 clusters Score -1.556971e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -15569672.000000 Penalty: 3810.903564
	Iteration 21Q: 3 clusters Score -1.556967e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120455 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -15569779.000000 Penalty: 3810.903564
	Iteration 22Q: 3 clusters Score -1.556978e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -15569862.000000 Penalty: 3810.903564
	Iteration 23Q: 3 clusters Score -1.556986e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -15569903.000000 Penalty: 3810.903564
	Iteration 24Q: 3 clusters Score -1.55699e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -15569911.000000 Penalty: 3810.903564
	Iteration 25Q: 3 clusters Score -1.556991e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15569889.000000 Penalty: 3810.903564
	Iteration 26Q: 3 clusters Score -1.556989e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15569881.000000 Penalty: 3810.903564
	Iteration 27Q: 3 clusters Score -1.556988e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122468 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15569858.000000 Penalty: 3810.903564
	Iteration 28Q: 3 clusters Score -1.556986e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -15569874.000000 Penalty: 3810.903564
	Iteration 29Q: 3 clusters Score -1.556987e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122635 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15569883.000000 Penalty: 3810.903564
	Iteration 30Q: 3 clusters Score -1.556988e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15569862.000000 Penalty: 3810.903564
	Iteration 31Q: 3 clusters Score -1.556986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122754 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -15569853.000000 Penalty: 3810.903564
	Iteration 32Q: 3 clusters Score -1.556985e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15569847.000000 Penalty: 3810.903564
	Iteration 33Q: 3 clusters Score -1.556985e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -15569860.000000 Penalty: 3810.903564
	Iteration 34Q: 3 clusters Score -1.556986e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15569857.000000 Penalty: 3810.903564
	Iteration 35Q: 3 clusters Score -1.556986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122896 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -15569867.000000 Penalty: 3810.903564
	Iteration 36Q: 3 clusters Score -1.556987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15569864.000000 Penalty: 3810.903564
	Iteration 37Q: 3 clusters Score -1.556986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15569870.000000 Penalty: 3810.903564
	Iteration 38Q: 3 clusters Score -1.556987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -15569864.000000 Penalty: 3810.903564
	Iteration 39Q: 3 clusters Score -1.556986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122946 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15569850.000000 Penalty: 3810.903564
	Iteration 40F: 3 clusters Score -1.556985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122950 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15569847.000000 Penalty: 3810.903564
	Iteration 41Q: 3 clusters Score -1.556985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15569854.000000 Penalty: 3810.903564
	Iteration 42Q: 3 clusters Score -1.556985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122950 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15569860.000000 Penalty: 3810.903564
	Iteration 43Q: 3 clusters Score -1.556986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122952 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15569851.000000 Penalty: 3810.903564
	Iteration 44Q: 3 clusters Score -1.556985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -15569860.000000 Penalty: 3810.903564
	Iteration 45Q: 3 clusters Score -1.556986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -15569860.000000 Penalty: 3810.903564
	Iteration 46F: 3 clusters Score -1.556986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -913354.875000 Penalty: 1454.145142
	Iteration 0F: 2 clusters Score -913354.9 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 3828 members 
Entering Unmasked Estep 
Score: -907622.187500 Penalty: 2908.290283
	Iteration 0F: 3 clusters Score -907622.2 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -909474.125000 Penalty: 2908.290283
	Iteration 1F: 3 clusters Score -909474.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -909754.125000 Penalty: 2908.290283
	Iteration 2F: 3 clusters Score -909754.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -910002.062500 Penalty: 2908.290283
	Iteration 3F: 3 clusters Score -910002.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -910225.187500 Penalty: 2908.290283
	Iteration 4F: 3 clusters Score -910225.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -910442.312500 Penalty: 2908.290283
	Iteration 5Q: 3 clusters Score -910442.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -910662.062500 Penalty: 2908.290283
	Iteration 6Q: 3 clusters Score -910662.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -910900.812500 Penalty: 2908.290283
	Iteration 7Q: 3 clusters Score -910900.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -911132.187500 Penalty: 2908.290283
	Iteration 8Q: 3 clusters Score -911132.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -911366.812500 Penalty: 2908.290283
	Iteration 9Q: 3 clusters Score -911366.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -911605.312500 Penalty: 2908.290283
	Iteration 10Q: 3 clusters Score -911605.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -911829.750000 Penalty: 2908.290283
	Iteration 11Q: 3 clusters Score -911829.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -912003.812500 Penalty: 2908.290283
	Iteration 12Q: 3 clusters Score -912003.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -912128.500000 Penalty: 2908.290283
	Iteration 13Q: 3 clusters Score -912128.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -912199.500000 Penalty: 2908.290283
	Iteration 14Q: 3 clusters Score -912199.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -912243.625000 Penalty: 2908.290283
	Iteration 15Q: 3 clusters Score -912243.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -912283.750000 Penalty: 2908.290283
	Iteration 16Q: 3 clusters Score -912283.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -912307.937500 Penalty: 2908.290283
	Iteration 17Q: 3 clusters Score -912307.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -912338.250000 Penalty: 2908.290283
	Iteration 18Q: 3 clusters Score -912338.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -912373.875000 Penalty: 2908.290283
	Iteration 19Q: 3 clusters Score -912373.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -912418.625000 Penalty: 2908.290283
	Iteration 20F: 3 clusters Score -912418.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -912478.625000 Penalty: 2908.290283
	Iteration 21Q: 3 clusters Score -912478.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -912529.875000 Penalty: 2908.290283
	Iteration 22Q: 3 clusters Score -912529.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -912592.375000 Penalty: 2908.290283
	Iteration 23Q: 3 clusters Score -912592.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -912646.875000 Penalty: 2908.290283
	Iteration 24Q: 3 clusters Score -912646.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -912690.812500 Penalty: 2908.290283
	Iteration 25Q: 3 clusters Score -912690.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -912744.687500 Penalty: 2908.290283
	Iteration 26Q: 3 clusters Score -912744.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -912787.875000 Penalty: 2908.290283
	Iteration 27Q: 3 clusters Score -912787.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -912833.625000 Penalty: 2908.290283
	Iteration 28Q: 3 clusters Score -912833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -912885.187500 Penalty: 2908.290283
	Iteration 29Q: 3 clusters Score -912885.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -912937.187500 Penalty: 2908.290283
	Iteration 30Q: 3 clusters Score -912937.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -912981.937500 Penalty: 2908.290283
	Iteration 31Q: 3 clusters Score -912981.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -913021.312500 Penalty: 2908.290283
	Iteration 32Q: 3 clusters Score -913021.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -913058.750000 Penalty: 2908.290283
	Iteration 33Q: 3 clusters Score -913058.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -913084.250000 Penalty: 2908.290283
	Iteration 34Q: 3 clusters Score -913084.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -913097.125000 Penalty: 2908.290283
	Iteration 35Q: 3 clusters Score -913097.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -913107.437500 Penalty: 2908.290283
	Iteration 36Q: 3 clusters Score -913107.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -913115.375000 Penalty: 2908.290283
	Iteration 37Q: 3 clusters Score -913115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -913122.500000 Penalty: 2908.290283
	Iteration 38Q: 3 clusters Score -913122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -913125.562500 Penalty: 2908.290283
	Iteration 39Q: 3 clusters Score -913125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -913131.500000 Penalty: 2908.290283
	Iteration 40F: 3 clusters Score -913131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -913135.437500 Penalty: 2908.290283
	Iteration 41Q: 3 clusters Score -913135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -913137.812500 Penalty: 2908.290283
	Iteration 42Q: 3 clusters Score -913137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -913137.437500 Penalty: 2908.290283
	Iteration 43Q: 3 clusters Score -913137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -913138.812500 Penalty: 2908.290283
	Iteration 44Q: 3 clusters Score -913138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -913138.875000 Penalty: 2908.290283
	Iteration 45Q: 3 clusters Score -913138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -913140.375000 Penalty: 2908.290283
	Iteration 46Q: 3 clusters Score -913140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -913140.375000 Penalty: 2908.290283
	Iteration 47F: 3 clusters Score -913140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Entering Unmasked Estep 
Score: -2005720.500000 Penalty: 1576.423096
	Iteration 0F: 2 clusters Score -2005720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1994468.750000 Penalty: 3152.846191
	Iteration 0F: 3 clusters Score -1994469 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1998447.500000 Penalty: 3152.846191
	Iteration 1F: 3 clusters Score -1998448 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1998893.000000 Penalty: 3152.846191
	Iteration 2F: 3 clusters Score -1998893 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1999378.375000 Penalty: 3152.846191
	Iteration 3F: 3 clusters Score -1999378 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1999955.000000 Penalty: 3152.846191
	Iteration 4F: 3 clusters Score -1999955 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2000647.625000 Penalty: 3152.846191
	Iteration 5F: 3 clusters Score -2000648 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2001483.625000 Penalty: 3152.846191
	Iteration 6F: 3 clusters Score -2001484 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2002318.125000 Penalty: 3152.846191
	Iteration 7F: 3 clusters Score -2002318 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2003067.250000 Penalty: 3152.846191
	Iteration 8F: 3 clusters Score -2003067 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2003584.125000 Penalty: 3152.846191
	Iteration 9Q: 3 clusters Score -2003584 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2003889.250000 Penalty: 3152.846191
	Iteration 10Q: 3 clusters Score -2003889 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2004091.125000 Penalty: 3152.846191
	Iteration 11Q: 3 clusters Score -2004091 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2004226.875000 Penalty: 3152.846191
	Iteration 12Q: 3 clusters Score -2004227 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2004352.375000 Penalty: 3152.846191
	Iteration 13Q: 3 clusters Score -2004352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2004468.500000 Penalty: 3152.846191
	Iteration 14Q: 3 clusters Score -2004468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2004541.500000 Penalty: 3152.846191
	Iteration 15Q: 3 clusters Score -2004542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2004592.500000 Penalty: 3152.846191
	Iteration 16Q: 3 clusters Score -2004592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2004623.875000 Penalty: 3152.846191
	Iteration 17Q: 3 clusters Score -2004624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2004637.500000 Penalty: 3152.846191
	Iteration 18Q: 3 clusters Score -2004638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2004649.875000 Penalty: 3152.846191
	Iteration 19Q: 3 clusters Score -2004650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2004661.500000 Penalty: 3152.846191
	Iteration 20F: 3 clusters Score -2004662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2004668.500000 Penalty: 3152.846191
	Iteration 21Q: 3 clusters Score -2004668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2004675.000000 Penalty: 3152.846191
	Iteration 22Q: 3 clusters Score -2004675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2004682.500000 Penalty: 3152.846191
	Iteration 23Q: 3 clusters Score -2004682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2004684.500000 Penalty: 3152.846191
	Iteration 24Q: 3 clusters Score -2004684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2004687.500000 Penalty: 3152.846191
	Iteration 25Q: 3 clusters Score -2004688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2004691.625000 Penalty: 3152.846191
	Iteration 26Q: 3 clusters Score -2004692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2004691.375000 Penalty: 3152.846191
	Iteration 27Q: 3 clusters Score -2004691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2004693.750000 Penalty: 3152.846191
	Iteration 28Q: 3 clusters Score -2004694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2004694.250000 Penalty: 3152.846191
	Iteration 29Q: 3 clusters Score -2004694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2004694.250000 Penalty: 3152.846191
	Iteration 30F: 3 clusters Score -2004694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -10242.772461 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -10242.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9517.337891 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -9517.338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9789.375000 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -9789.375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9829.003906 Penalty: 1853.729370
	Iteration 2Q: 3 clusters Score -9829.004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9854.993164 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -9854.993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9893.074219 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -9893.074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9910.840820 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -9910.841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9936.232422 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -9936.232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9937.226562 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -9937.227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9937.226562 Penalty: 1853.729370
	Iteration 8F: 3 clusters Score -9937.227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (119021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Entering Unmasked Estep 
Score: -14993635.000000 Penalty: 1899.146484
	Iteration 0F: 2 clusters Score -1.499364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -14918760.000000 Penalty: 3798.292969
	Iteration 0F: 3 clusters Score -1.491876e+07 nChanged 57001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -14952284.000000 Penalty: 3798.292969
	Iteration 1F: 3 clusters Score -1.495228e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -14953304.000000 Penalty: 3798.292969
	Iteration 2Q: 3 clusters Score -1.49533e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -14955143.000000 Penalty: 3798.292969
	Iteration 3Q: 3 clusters Score -1.495514e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -14958078.000000 Penalty: 3798.292969
	Iteration 4F: 3 clusters Score -1.495808e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -14962597.000000 Penalty: 3798.292969
	Iteration 5F: 3 clusters Score -1.49626e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -14969444.000000 Penalty: 3798.292969
	Iteration 6F: 3 clusters Score -1.496944e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -14978352.000000 Penalty: 3798.292969
	Iteration 7F: 3 clusters Score -1.497835e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -14986333.000000 Penalty: 3798.292969
	Iteration 8F: 3 clusters Score -1.498633e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -14989996.000000 Penalty: 3798.292969
	Iteration 9Q: 3 clusters Score -1.499e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117582 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -14991306.000000 Penalty: 3798.292969
	Iteration 10Q: 3 clusters Score -1.499131e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118505 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14991800.000000 Penalty: 3798.292969
	Iteration 11Q: 3 clusters Score -1.49918e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118749 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14991913.000000 Penalty: 3798.292969
	Iteration 12Q: 3 clusters Score -1.499191e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118807 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14991967.000000 Penalty: 3798.292969
	Iteration 13Q: 3 clusters Score -1.499197e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14992006.000000 Penalty: 3798.292969
	Iteration 14Q: 3 clusters Score -1.499201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118846 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14992038.000000 Penalty: 3798.292969
	Iteration 15Q: 3 clusters Score -1.499204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14992077.000000 Penalty: 3798.292969
	Iteration 16Q: 3 clusters Score -1.499208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14992087.000000 Penalty: 3798.292969
	Iteration 17Q: 3 clusters Score -1.499209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14992089.000000 Penalty: 3798.292969
	Iteration 18Q: 3 clusters Score -1.499209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14992098.000000 Penalty: 3798.292969
	Iteration 19Q: 3 clusters Score -1.49921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14992106.000000 Penalty: 3798.292969
	Iteration 20F: 3 clusters Score -1.499211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14992103.000000 Penalty: 3798.292969
	Iteration 21Q: 3 clusters Score -1.49921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14992103.000000 Penalty: 3798.292969
	Iteration 22F: 3 clusters Score -1.49921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Entering Unmasked Estep 
Score: -6449124.500000 Penalty: 1761.470093
	Iteration 0F: 2 clusters Score -6449124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -6415133.500000 Penalty: 3522.940186
	Iteration 0F: 3 clusters Score -6415134 nChanged 23787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6428338.000000 Penalty: 3522.940186
	Iteration 1F: 3 clusters Score -6428338 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -6428744.500000 Penalty: 3522.940186
	Iteration 2Q: 3 clusters Score -6428744 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6429182.500000 Penalty: 3522.940186
	Iteration 3Q: 3 clusters Score -6429182 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -6429587.000000 Penalty: 3522.940186
	Iteration 4Q: 3 clusters Score -6429587 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -6430091.000000 Penalty: 3522.940186
	Iteration 5Q: 3 clusters Score -6430091 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -6430851.500000 Penalty: 3522.940186
	Iteration 6Q: 3 clusters Score -6430852 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -6431878.500000 Penalty: 3522.940186
	Iteration 7Q: 3 clusters Score -6431878 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -6433479.500000 Penalty: 3522.940186
	Iteration 8F: 3 clusters Score -6433480 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -6435680.000000 Penalty: 3522.940186
	Iteration 9F: 3 clusters Score -6435680 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -6438550.500000 Penalty: 3522.940186
	Iteration 10F: 3 clusters Score -6438550 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -6441452.000000 Penalty: 3522.940186
	Iteration 11F: 3 clusters Score -6441452 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -6443960.500000 Penalty: 3522.940186
	Iteration 12F: 3 clusters Score -6443960 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -6445583.000000 Penalty: 3522.940186
	Iteration 13Q: 3 clusters Score -6445583 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6446457.500000 Penalty: 3522.940186
	Iteration 14Q: 3 clusters Score -6446458 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -6446945.000000 Penalty: 3522.940186
	Iteration 15Q: 3 clusters Score -6446945 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -6447238.000000 Penalty: 3522.940186
	Iteration 16Q: 3 clusters Score -6447238 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -6447396.000000 Penalty: 3522.940186
	Iteration 17Q: 3 clusters Score -6447396 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -6447475.500000 Penalty: 3522.940186
	Iteration 18Q: 3 clusters Score -6447476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6447523.000000 Penalty: 3522.940186
	Iteration 19Q: 3 clusters Score -6447523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6447558.000000 Penalty: 3522.940186
	Iteration 20F: 3 clusters Score -6447558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -6447584.000000 Penalty: 3522.940186
	Iteration 21Q: 3 clusters Score -6447584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6447603.500000 Penalty: 3522.940186
	Iteration 22Q: 3 clusters Score -6447604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6447612.000000 Penalty: 3522.940186
	Iteration 23Q: 3 clusters Score -6447612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6447622.000000 Penalty: 3522.940186
	Iteration 24Q: 3 clusters Score -6447622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -6447627.500000 Penalty: 3522.940186
	Iteration 25Q: 3 clusters Score -6447628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -6447642.500000 Penalty: 3522.940186
	Iteration 26Q: 3 clusters Score -6447642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -6447663.000000 Penalty: 3522.940186
	Iteration 27Q: 3 clusters Score -6447663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -6447666.500000 Penalty: 3522.940186
	Iteration 28Q: 3 clusters Score -6447666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6447667.500000 Penalty: 3522.940186
	Iteration 29Q: 3 clusters Score -6447668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6447667.000000 Penalty: 3522.940186
	Iteration 30Q: 3 clusters Score -6447667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6447674.000000 Penalty: 3522.940186
	Iteration 31Q: 3 clusters Score -6447674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6447674.000000 Penalty: 3522.940186
	Iteration 32F: 3 clusters Score -6447674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -510865.781250 Penalty: 1357.366577
	Iteration 0F: 2 clusters Score -510865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -507376.093750 Penalty: 2714.733154
	Iteration 0F: 3 clusters Score -507376.1 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -508509.531250 Penalty: 2714.733154
	Iteration 1F: 3 clusters Score -508509.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -508854.937500 Penalty: 2714.733154
	Iteration 2F: 3 clusters Score -508854.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -509125.031250 Penalty: 2714.733154
	Iteration 3F: 3 clusters Score -509125 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -509346.312500 Penalty: 2714.733154
	Iteration 4F: 3 clusters Score -509346.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -509532.812500 Penalty: 2714.733154
	Iteration 5Q: 3 clusters Score -509532.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -509734.406250 Penalty: 2714.733154
	Iteration 6Q: 3 clusters Score -509734.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -509954.718750 Penalty: 2714.733154
	Iteration 7Q: 3 clusters Score -509954.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -510157.000000 Penalty: 2714.733154
	Iteration 8Q: 3 clusters Score -510157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -510311.093750 Penalty: 2714.733154
	Iteration 9Q: 3 clusters Score -510311.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -510421.625000 Penalty: 2714.733154
	Iteration 10Q: 3 clusters Score -510421.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -510517.531250 Penalty: 2714.733154
	Iteration 11Q: 3 clusters Score -510517.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -510585.781250 Penalty: 2714.733154
	Iteration 12Q: 3 clusters Score -510585.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -510646.406250 Penalty: 2714.733154
	Iteration 13Q: 3 clusters Score -510646.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -510684.906250 Penalty: 2714.733154
	Iteration 14Q: 3 clusters Score -510684.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -510720.000000 Penalty: 2714.733154
	Iteration 15Q: 3 clusters Score -510720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -510763.250000 Penalty: 2714.733154
	Iteration 16Q: 3 clusters Score -510763.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -510785.625000 Penalty: 2714.733154
	Iteration 17Q: 3 clusters Score -510785.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -510799.843750 Penalty: 2714.733154
	Iteration 18Q: 3 clusters Score -510799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -510812.625000 Penalty: 2714.733154
	Iteration 19Q: 3 clusters Score -510812.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -510819.218750 Penalty: 2714.733154
	Iteration 20F: 3 clusters Score -510819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -510830.187500 Penalty: 2714.733154
	Iteration 21Q: 3 clusters Score -510830.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -510840.468750 Penalty: 2714.733154
	Iteration 22Q: 3 clusters Score -510840.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -510847.218750 Penalty: 2714.733154
	Iteration 23Q: 3 clusters Score -510847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -510852.312500 Penalty: 2714.733154
	Iteration 24Q: 3 clusters Score -510852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -510856.156250 Penalty: 2714.733154
	Iteration 25Q: 3 clusters Score -510856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -510861.937500 Penalty: 2714.733154
	Iteration 26Q: 3 clusters Score -510861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -510866.031250 Penalty: 2714.733154
	Iteration 27Q: 3 clusters Score -510866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -510866.843750 Penalty: 2714.733154
	Iteration 28Q: 3 clusters Score -510866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -510867.593750 Penalty: 2714.733154
	Iteration 29Q: 3 clusters Score -510867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -510868.187500 Penalty: 2714.733154
	Iteration 30Q: 3 clusters Score -510868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -510868.656250 Penalty: 2714.733154
	Iteration 31Q: 3 clusters Score -510868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -510868.656250 Penalty: 2714.733154
	Iteration 32F: 3 clusters Score -510868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116929 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125400 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123730 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 113372 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49801 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 870 members 
Entering Unmasked Estep 
Score: -141712480.000000 Penalty: 83940.617188
Splitting cluster 22 changes total score from -141712944.000000 to -141712480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (113372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113372 members 
Entering Unmasked Estep 
Score: -14301184.000000 Penalty: 1891.244873
	Iteration 0F: 2 clusters Score -1.430118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -14227646.000000 Penalty: 3782.489746
	Iteration 0F: 3 clusters Score -1.422765e+07 nChanged 54585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -14261272.000000 Penalty: 3782.489746
	Iteration 1F: 3 clusters Score -1.426127e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -14264484.000000 Penalty: 3782.489746
	Iteration 2F: 3 clusters Score -1.426448e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -14269751.000000 Penalty: 3782.489746
	Iteration 3F: 3 clusters Score -1.426975e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -14277430.000000 Penalty: 3782.489746
	Iteration 4F: 3 clusters Score -1.427743e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -14285943.000000 Penalty: 3782.489746
	Iteration 5F: 3 clusters Score -1.428594e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -14291773.000000 Penalty: 3782.489746
	Iteration 6F: 3 clusters Score -1.429177e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -14293380.000000 Penalty: 3782.489746
	Iteration 7Q: 3 clusters Score -1.429338e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -14293658.000000 Penalty: 3782.489746
	Iteration 8Q: 3 clusters Score -1.429366e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -14293682.000000 Penalty: 3782.489746
	Iteration 9Q: 3 clusters Score -1.429368e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -14293715.000000 Penalty: 3782.489746
	Iteration 10Q: 3 clusters Score -1.429372e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -14293637.000000 Penalty: 3782.489746
	Iteration 11Q: 3 clusters Score -1.429364e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -14293551.000000 Penalty: 3782.489746
	Iteration 12Q: 3 clusters Score -1.429355e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -14293461.000000 Penalty: 3782.489746
	Iteration 13Q: 3 clusters Score -1.429346e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -14293345.000000 Penalty: 3782.489746
	Iteration 14Q: 3 clusters Score -1.429334e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -14293235.000000 Penalty: 3782.489746
	Iteration 15Q: 3 clusters Score -1.429324e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -14293064.000000 Penalty: 3782.489746
	Iteration 16Q: 3 clusters Score -1.429306e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -14292951.000000 Penalty: 3782.489746
	Iteration 17Q: 3 clusters Score -1.429295e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -14292891.000000 Penalty: 3782.489746
	Iteration 18Q: 3 clusters Score -1.429289e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -14292840.000000 Penalty: 3782.489746
	Iteration 19Q: 3 clusters Score -1.429284e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -14292862.000000 Penalty: 3782.489746
	Iteration 20F: 3 clusters Score -1.429286e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -14292825.000000 Penalty: 3782.489746
	Iteration 21Q: 3 clusters Score -1.429282e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -14292748.000000 Penalty: 3782.489746
	Iteration 22Q: 3 clusters Score -1.429275e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -14292635.000000 Penalty: 3782.489746
	Iteration 23Q: 3 clusters Score -1.429264e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -14292647.000000 Penalty: 3782.489746
	Iteration 24Q: 3 clusters Score -1.429265e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -14292598.000000 Penalty: 3782.489746
	Iteration 25Q: 3 clusters Score -1.42926e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -14292575.000000 Penalty: 3782.489746
	Iteration 26Q: 3 clusters Score -1.429258e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -14292620.000000 Penalty: 3782.489746
	Iteration 27Q: 3 clusters Score -1.429262e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -14292620.000000 Penalty: 3782.489746
	Iteration 28Q: 3 clusters Score -1.429262e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -14292631.000000 Penalty: 3782.489746
	Iteration 29Q: 3 clusters Score -1.429263e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -14292624.000000 Penalty: 3782.489746
	Iteration 30Q: 3 clusters Score -1.429262e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -14292538.000000 Penalty: 3782.489746
	Iteration 31Q: 3 clusters Score -1.429254e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -14292581.000000 Penalty: 3782.489746
	Iteration 32Q: 3 clusters Score -1.429258e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -14292605.000000 Penalty: 3782.489746
	Iteration 33Q: 3 clusters Score -1.42926e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -14292580.000000 Penalty: 3782.489746
	Iteration 34Q: 3 clusters Score -1.429258e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -14292563.000000 Penalty: 3782.489746
	Iteration 35Q: 3 clusters Score -1.429256e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -14292525.000000 Penalty: 3782.489746
	Iteration 36Q: 3 clusters Score -1.429252e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -14292509.000000 Penalty: 3782.489746
	Iteration 37Q: 3 clusters Score -1.429251e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -14292466.000000 Penalty: 3782.489746
	Iteration 38Q: 3 clusters Score -1.429247e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -14292440.000000 Penalty: 3782.489746
	Iteration 39Q: 3 clusters Score -1.429244e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -14292415.000000 Penalty: 3782.489746
	Iteration 40F: 3 clusters Score -1.429242e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -14292429.000000 Penalty: 3782.489746
	Iteration 41Q: 3 clusters Score -1.429243e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -14292398.000000 Penalty: 3782.489746
	Iteration 42Q: 3 clusters Score -1.42924e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -14292420.000000 Penalty: 3782.489746
	Iteration 43Q: 3 clusters Score -1.429242e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -14292365.000000 Penalty: 3782.489746
	Iteration 44Q: 3 clusters Score -1.429236e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -14292356.000000 Penalty: 3782.489746
	Iteration 45Q: 3 clusters Score -1.429236e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -14292350.000000 Penalty: 3782.489746
	Iteration 46Q: 3 clusters Score -1.429235e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -14292320.000000 Penalty: 3782.489746
	Iteration 47Q: 3 clusters Score -1.429232e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -14292315.000000 Penalty: 3782.489746
	Iteration 48Q: 3 clusters Score -1.429232e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -14292334.000000 Penalty: 3782.489746
	Iteration 49Q: 3 clusters Score -1.429233e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -14292312.000000 Penalty: 3782.489746
	Iteration 50Q: 3 clusters Score -1.429231e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -14292290.000000 Penalty: 3782.489746
	Iteration 51Q: 3 clusters Score -1.429229e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -14292276.000000 Penalty: 3782.489746
	Iteration 52Q: 3 clusters Score -1.429228e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -14292266.000000 Penalty: 3782.489746
	Iteration 53Q: 3 clusters Score -1.429227e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -14292247.000000 Penalty: 3782.489746
	Iteration 54Q: 3 clusters Score -1.429225e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -14292212.000000 Penalty: 3782.489746
	Iteration 55Q: 3 clusters Score -1.429221e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -14292212.000000 Penalty: 3782.489746
	Iteration 56Q: 3 clusters Score -1.429221e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -14292195.000000 Penalty: 3782.489746
	Iteration 57Q: 3 clusters Score -1.42922e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -14292216.000000 Penalty: 3782.489746
	Iteration 58Q: 3 clusters Score -1.429222e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -14292230.000000 Penalty: 3782.489746
	Iteration 59Q: 3 clusters Score -1.429223e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -14292224.000000 Penalty: 3782.489746
	Iteration 60F: 3 clusters Score -1.429222e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -14292217.000000 Penalty: 3782.489746
	Iteration 61Q: 3 clusters Score -1.429222e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -14292196.000000 Penalty: 3782.489746
	Iteration 62Q: 3 clusters Score -1.42922e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -14292217.000000 Penalty: 3782.489746
	Iteration 63Q: 3 clusters Score -1.429222e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -14292212.000000 Penalty: 3782.489746
	Iteration 64Q: 3 clusters Score -1.429221e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -14292246.000000 Penalty: 3782.489746
	Iteration 65Q: 3 clusters Score -1.429225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -14292228.000000 Penalty: 3782.489746
	Iteration 66Q: 3 clusters Score -1.429223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -14292235.000000 Penalty: 3782.489746
	Iteration 67Q: 3 clusters Score -1.429224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -14292258.000000 Penalty: 3782.489746
	Iteration 68Q: 3 clusters Score -1.429226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -14292260.000000 Penalty: 3782.489746
	Iteration 69Q: 3 clusters Score -1.429226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -14292262.000000 Penalty: 3782.489746
	Iteration 70Q: 3 clusters Score -1.429226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -14292263.000000 Penalty: 3782.489746
	Iteration 71Q: 3 clusters Score -1.429226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -14292261.000000 Penalty: 3782.489746
	Iteration 72Q: 3 clusters Score -1.429226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -14292266.000000 Penalty: 3782.489746
	Iteration 73Q: 3 clusters Score -1.429227e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -14292260.000000 Penalty: 3782.489746
	Iteration 74Q: 3 clusters Score -1.429226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -14292265.000000 Penalty: 3782.489746
	Iteration 75Q: 3 clusters Score -1.429226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -14292233.000000 Penalty: 3782.489746
	Iteration 76Q: 3 clusters Score -1.429223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -14292217.000000 Penalty: 3782.489746
	Iteration 77Q: 3 clusters Score -1.429222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -14292215.000000 Penalty: 3782.489746
	Iteration 78Q: 3 clusters Score -1.429222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -14292227.000000 Penalty: 3782.489746
	Iteration 79Q: 3 clusters Score -1.429223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -14292235.000000 Penalty: 3782.489746
	Iteration 80F: 3 clusters Score -1.429224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -14292235.000000 Penalty: 3782.489746
	Iteration 81Q: 3 clusters Score -1.429224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -14292247.000000 Penalty: 3782.489746
	Iteration 82Q: 3 clusters Score -1.429225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -14292245.000000 Penalty: 3782.489746
	Iteration 83Q: 3 clusters Score -1.429224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -14292242.000000 Penalty: 3782.489746
	Iteration 84Q: 3 clusters Score -1.429224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -14292250.000000 Penalty: 3782.489746
	Iteration 85Q: 3 clusters Score -1.429225e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -14292260.000000 Penalty: 3782.489746
	Iteration 86Q: 3 clusters Score -1.429226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -14292256.000000 Penalty: 3782.489746
	Iteration 87Q: 3 clusters Score -1.429226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -14292238.000000 Penalty: 3782.489746
	Iteration 88Q: 3 clusters Score -1.429224e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -14292242.000000 Penalty: 3782.489746
	Iteration 89Q: 3 clusters Score -1.429224e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -14292252.000000 Penalty: 3782.489746
	Iteration 90Q: 3 clusters Score -1.429225e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -14292242.000000 Penalty: 3782.489746
	Iteration 91Q: 3 clusters Score -1.429224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -14292235.000000 Penalty: 3782.489746
	Iteration 92Q: 3 clusters Score -1.429224e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -14292241.000000 Penalty: 3782.489746
	Iteration 93Q: 3 clusters Score -1.429224e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -14292231.000000 Penalty: 3782.489746
	Iteration 94Q: 3 clusters Score -1.429223e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -14292209.000000 Penalty: 3782.489746
	Iteration 95Q: 3 clusters Score -1.429221e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -14292216.000000 Penalty: 3782.489746
	Iteration 96Q: 3 clusters Score -1.429222e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -14292183.000000 Penalty: 3782.489746
	Iteration 97Q: 3 clusters Score -1.429218e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -14292166.000000 Penalty: 3782.489746
	Iteration 98Q: 3 clusters Score -1.429217e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -14292166.000000 Penalty: 3782.489746
	Iteration 99Q: 3 clusters Score -1.429217e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -14292157.000000 Penalty: 3782.489746
	Iteration 100F: 3 clusters Score -1.429216e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -14292156.000000 Penalty: 3782.489746
	Iteration 101Q: 3 clusters Score -1.429216e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -14292146.000000 Penalty: 3782.489746
	Iteration 102Q: 3 clusters Score -1.429215e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -14292144.000000 Penalty: 3782.489746
	Iteration 103Q: 3 clusters Score -1.429214e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -14292130.000000 Penalty: 3782.489746
	Iteration 104Q: 3 clusters Score -1.429213e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -14292127.000000 Penalty: 3782.489746
	Iteration 105Q: 3 clusters Score -1.429213e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -14292106.000000 Penalty: 3782.489746
	Iteration 106Q: 3 clusters Score -1.429211e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -14292093.000000 Penalty: 3782.489746
	Iteration 107Q: 3 clusters Score -1.429209e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -14292082.000000 Penalty: 3782.489746
	Iteration 108Q: 3 clusters Score -1.429208e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -14292073.000000 Penalty: 3782.489746
	Iteration 109Q: 3 clusters Score -1.429207e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -14292035.000000 Penalty: 3782.489746
	Iteration 110Q: 3 clusters Score -1.429204e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -14292021.000000 Penalty: 3782.489746
	Iteration 111Q: 3 clusters Score -1.429202e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -14292000.000000 Penalty: 3782.489746
	Iteration 112Q: 3 clusters Score -1.4292e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -14291949.000000 Penalty: 3782.489746
	Iteration 113Q: 3 clusters Score -1.429195e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -14291996.000000 Penalty: 3782.489746
	Iteration 114Q: 3 clusters Score -1.4292e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -14292010.000000 Penalty: 3782.489746
	Iteration 115Q: 3 clusters Score -1.429201e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -14291993.000000 Penalty: 3782.489746
	Iteration 116Q: 3 clusters Score -1.429199e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -14291981.000000 Penalty: 3782.489746
	Iteration 117Q: 3 clusters Score -1.429198e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -14291961.000000 Penalty: 3782.489746
	Iteration 118Q: 3 clusters Score -1.429196e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -14291949.000000 Penalty: 3782.489746
	Iteration 119Q: 3 clusters Score -1.429195e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -14291978.000000 Penalty: 3782.489746
	Iteration 120F: 3 clusters Score -1.429198e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -14291959.000000 Penalty: 3782.489746
	Iteration 121Q: 3 clusters Score -1.429196e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -14291951.000000 Penalty: 3782.489746
	Iteration 122Q: 3 clusters Score -1.429195e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -14291918.000000 Penalty: 3782.489746
	Iteration 123Q: 3 clusters Score -1.429192e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -14291876.000000 Penalty: 3782.489746
	Iteration 124Q: 3 clusters Score -1.429188e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -14291805.000000 Penalty: 3782.489746
	Iteration 125Q: 3 clusters Score -1.42918e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -14291779.000000 Penalty: 3782.489746
	Iteration 126Q: 3 clusters Score -1.429178e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -14291789.000000 Penalty: 3782.489746
	Iteration 127Q: 3 clusters Score -1.429179e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -14291770.000000 Penalty: 3782.489746
	Iteration 128Q: 3 clusters Score -1.429177e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -14291728.000000 Penalty: 3782.489746
	Iteration 129Q: 3 clusters Score -1.429173e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -14291771.000000 Penalty: 3782.489746
	Iteration 130Q: 3 clusters Score -1.429177e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -14291736.000000 Penalty: 3782.489746
	Iteration 131Q: 3 clusters Score -1.429174e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -14291718.000000 Penalty: 3782.489746
	Iteration 132Q: 3 clusters Score -1.429172e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -14291692.000000 Penalty: 3782.489746
	Iteration 133Q: 3 clusters Score -1.429169e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -14291694.000000 Penalty: 3782.489746
	Iteration 134Q: 3 clusters Score -1.429169e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -14291703.000000 Penalty: 3782.489746
	Iteration 135Q: 3 clusters Score -1.42917e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -14291721.000000 Penalty: 3782.489746
	Iteration 136Q: 3 clusters Score -1.429172e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -14291748.000000 Penalty: 3782.489746
	Iteration 137Q: 3 clusters Score -1.429175e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -14291804.000000 Penalty: 3782.489746
	Iteration 138Q: 3 clusters Score -1.42918e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -14291939.000000 Penalty: 3782.489746
	Iteration 139Q: 3 clusters Score -1.429194e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -14291998.000000 Penalty: 3782.489746
	Iteration 140F: 3 clusters Score -1.4292e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -14292089.000000 Penalty: 3782.489746
	Iteration 141Q: 3 clusters Score -1.429209e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -14292281.000000 Penalty: 3782.489746
	Iteration 142Q: 3 clusters Score -1.429228e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -14292582.000000 Penalty: 3782.489746
	Iteration 143Q: 3 clusters Score -1.429258e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -14293000.000000 Penalty: 3782.489746
	Iteration 144Q: 3 clusters Score -1.4293e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -14293573.000000 Penalty: 3782.489746
	Iteration 145Q: 3 clusters Score -1.429357e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -14294075.000000 Penalty: 3782.489746
	Iteration 146Q: 3 clusters Score -1.429408e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -14294709.000000 Penalty: 3782.489746
	Iteration 147Q: 3 clusters Score -1.429471e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -14295620.000000 Penalty: 3782.489746
	Iteration 148Q: 3 clusters Score -1.429562e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -14296692.000000 Penalty: 3782.489746
	Iteration 149Q: 3 clusters Score -1.429669e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -14297499.000000 Penalty: 3782.489746
	Iteration 150Q: 3 clusters Score -1.42975e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -14298029.000000 Penalty: 3782.489746
	Iteration 151Q: 3 clusters Score -1.429803e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -14298557.000000 Penalty: 3782.489746
	Iteration 152Q: 3 clusters Score -1.429856e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -14298842.000000 Penalty: 3782.489746
	Iteration 153Q: 3 clusters Score -1.429884e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -14299058.000000 Penalty: 3782.489746
	Iteration 154Q: 3 clusters Score -1.429906e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -14299203.000000 Penalty: 3782.489746
	Iteration 155Q: 3 clusters Score -1.42992e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -14299345.000000 Penalty: 3782.489746
	Iteration 156Q: 3 clusters Score -1.429934e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -14299409.000000 Penalty: 3782.489746
	Iteration 157Q: 3 clusters Score -1.429941e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -14299467.000000 Penalty: 3782.489746
	Iteration 158Q: 3 clusters Score -1.429947e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14299559.000000 Penalty: 3782.489746
	Iteration 159Q: 3 clusters Score -1.429956e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -14299603.000000 Penalty: 3782.489746
	Iteration 160F: 3 clusters Score -1.42996e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110481 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -14299636.000000 Penalty: 3782.489746
	Iteration 161Q: 3 clusters Score -1.429964e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110656 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -14299724.000000 Penalty: 3782.489746
	Iteration 162Q: 3 clusters Score -1.429972e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -14299760.000000 Penalty: 3782.489746
	Iteration 163Q: 3 clusters Score -1.429976e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -14299772.000000 Penalty: 3782.489746
	Iteration 164Q: 3 clusters Score -1.429977e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -14299800.000000 Penalty: 3782.489746
	Iteration 165Q: 3 clusters Score -1.42998e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111156 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14299818.000000 Penalty: 3782.489746
	Iteration 166Q: 3 clusters Score -1.429982e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -14299799.000000 Penalty: 3782.489746
	Iteration 167Q: 3 clusters Score -1.42998e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -14299822.000000 Penalty: 3782.489746
	Iteration 168Q: 3 clusters Score -1.429982e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -14299825.000000 Penalty: 3782.489746
	Iteration 169Q: 3 clusters Score -1.429982e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111447 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -14299828.000000 Penalty: 3782.489746
	Iteration 170Q: 3 clusters Score -1.429983e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -14299834.000000 Penalty: 3782.489746
	Iteration 171Q: 3 clusters Score -1.429983e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -14299854.000000 Penalty: 3782.489746
	Iteration 172Q: 3 clusters Score -1.429985e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111600 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14299858.000000 Penalty: 3782.489746
	Iteration 173Q: 3 clusters Score -1.429986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14299864.000000 Penalty: 3782.489746
	Iteration 174Q: 3 clusters Score -1.429986e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111667 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -14299871.000000 Penalty: 3782.489746
	Iteration 175Q: 3 clusters Score -1.429987e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111710 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14299853.000000 Penalty: 3782.489746
	Iteration 176Q: 3 clusters Score -1.429985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14299868.000000 Penalty: 3782.489746
	Iteration 177Q: 3 clusters Score -1.429987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111773 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14299885.000000 Penalty: 3782.489746
	Iteration 178Q: 3 clusters Score -1.429988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14299892.000000 Penalty: 3782.489746
	Iteration 179Q: 3 clusters Score -1.429989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -14299891.000000 Penalty: 3782.489746
	Iteration 180F: 3 clusters Score -1.429989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -14299898.000000 Penalty: 3782.489746
	Iteration 181Q: 3 clusters Score -1.42999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14299900.000000 Penalty: 3782.489746
	Iteration 182Q: 3 clusters Score -1.42999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -14299920.000000 Penalty: 3782.489746
	Iteration 183Q: 3 clusters Score -1.429992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -14299917.000000 Penalty: 3782.489746
	Iteration 184Q: 3 clusters Score -1.429992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14299918.000000 Penalty: 3782.489746
	Iteration 185Q: 3 clusters Score -1.429992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14299911.000000 Penalty: 3782.489746
	Iteration 186Q: 3 clusters Score -1.429991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14299913.000000 Penalty: 3782.489746
	Iteration 187Q: 3 clusters Score -1.429991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111918 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -14299911.000000 Penalty: 3782.489746
	Iteration 188Q: 3 clusters Score -1.429991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14299909.000000 Penalty: 3782.489746
	Iteration 189Q: 3 clusters Score -1.429991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14299909.000000 Penalty: 3782.489746
	Iteration 190F: 3 clusters Score -1.429991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -203764.390625 Penalty: 1210.164917
	Iteration 0F: 2 clusters Score -203764.4 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 869 members 
Entering Unmasked Estep 
Score: -201900.687500 Penalty: 2420.329834
	Iteration 0F: 3 clusters Score -201900.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202372.515625 Penalty: 2420.329834
	Iteration 1F: 3 clusters Score -202372.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202534.734375 Penalty: 2420.329834
	Iteration 2F: 3 clusters Score -202534.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202639.265625 Penalty: 2420.329834
	Iteration 3F: 3 clusters Score -202639.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202714.140625 Penalty: 2420.329834
	Iteration 4Q: 3 clusters Score -202714.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -202779.781250 Penalty: 2420.329834
	Iteration 5Q: 3 clusters Score -202779.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -202849.859375 Penalty: 2420.329834
	Iteration 6Q: 3 clusters Score -202849.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -202925.328125 Penalty: 2420.329834
	Iteration 7Q: 3 clusters Score -202925.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -203007.140625 Penalty: 2420.329834
	Iteration 8Q: 3 clusters Score -203007.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -203059.156250 Penalty: 2420.329834
	Iteration 9Q: 3 clusters Score -203059.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -203108.859375 Penalty: 2420.329834
	Iteration 10Q: 3 clusters Score -203108.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -203142.750000 Penalty: 2420.329834
	Iteration 11Q: 3 clusters Score -203142.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -203163.562500 Penalty: 2420.329834
	Iteration 12Q: 3 clusters Score -203163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -203172.828125 Penalty: 2420.329834
	Iteration 13Q: 3 clusters Score -203172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -203182.468750 Penalty: 2420.329834
	Iteration 14Q: 3 clusters Score -203182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -203192.078125 Penalty: 2420.329834
	Iteration 15Q: 3 clusters Score -203192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -203201.859375 Penalty: 2420.329834
	Iteration 16Q: 3 clusters Score -203201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -203208.562500 Penalty: 2420.329834
	Iteration 17Q: 3 clusters Score -203208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -203209.062500 Penalty: 2420.329834
	Iteration 18Q: 3 clusters Score -203209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -203209.875000 Penalty: 2420.329834
	Iteration 19Q: 3 clusters Score -203209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203210.046875 Penalty: 2420.329834
	Iteration 20F: 3 clusters Score -203210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203210.140625 Penalty: 2420.329834
	Iteration 21Q: 3 clusters Score -203210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -203210.734375 Penalty: 2420.329834
	Iteration 22Q: 3 clusters Score -203210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -203211.875000 Penalty: 2420.329834
	Iteration 23Q: 3 clusters Score -203211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -203212.984375 Penalty: 2420.329834
	Iteration 24Q: 3 clusters Score -203213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -203216.234375 Penalty: 2420.329834
	Iteration 25Q: 3 clusters Score -203216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -203218.390625 Penalty: 2420.329834
	Iteration 26Q: 3 clusters Score -203218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -203220.156250 Penalty: 2420.329834
	Iteration 27Q: 3 clusters Score -203220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -203223.062500 Penalty: 2420.329834
	Iteration 28Q: 3 clusters Score -203223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -203224.062500 Penalty: 2420.329834
	Iteration 29Q: 3 clusters Score -203224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -203224.062500 Penalty: 2420.329834
	Iteration 30F: 3 clusters Score -203224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -100221.406250 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -100221.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98861.398438 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -98861.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99368.562500 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -99368.56 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99648.414062 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -99648.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99800.070312 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -99800.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99903.742188 Penalty: 2239.447998
	Iteration 4F: 3 clusters Score -99903.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99978.492188 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -99978.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100035.992188 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -100036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100074.000000 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -100074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100129.609375 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -100129.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100185.789062 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -100185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100231.718750 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -100231.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100280.710938 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -100280.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100326.929688 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -100326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100365.117188 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -100365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100397.976562 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -100398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100436.640625 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -100436.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100453.835938 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -100453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -100462.757812 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -100462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100472.500000 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -100472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -100486.367188 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -100486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100500.531250 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -100500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100516.187500 Penalty: 2239.447998
	Iteration 21Q: 3 clusters Score -100516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -100530.070312 Penalty: 2239.447998
	Iteration 22Q: 3 clusters Score -100530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100541.320312 Penalty: 2239.447998
	Iteration 23Q: 3 clusters Score -100541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -100552.781250 Penalty: 2239.447998
	Iteration 24Q: 3 clusters Score -100552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100558.242188 Penalty: 2239.447998
	Iteration 25Q: 3 clusters Score -100558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -100567.984375 Penalty: 2239.447998
	Iteration 26Q: 3 clusters Score -100568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -100583.921875 Penalty: 2239.447998
	Iteration 27Q: 3 clusters Score -100583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -100597.648438 Penalty: 2239.447998
	Iteration 28Q: 3 clusters Score -100597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100613.000000 Penalty: 2239.447998
	Iteration 29Q: 3 clusters Score -100613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -100628.968750 Penalty: 2239.447998
	Iteration 30Q: 3 clusters Score -100629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -100639.984375 Penalty: 2239.447998
	Iteration 31Q: 3 clusters Score -100640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -100644.687500 Penalty: 2239.447998
	Iteration 32Q: 3 clusters Score -100644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -100649.289062 Penalty: 2239.447998
	Iteration 33Q: 3 clusters Score -100649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -100651.453125 Penalty: 2239.447998
	Iteration 34Q: 3 clusters Score -100651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100653.960938 Penalty: 2239.447998
	Iteration 35Q: 3 clusters Score -100654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -100655.304688 Penalty: 2239.447998
	Iteration 36Q: 3 clusters Score -100655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -100658.031250 Penalty: 2239.447998
	Iteration 37Q: 3 clusters Score -100658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -100660.828125 Penalty: 2239.447998
	Iteration 38Q: 3 clusters Score -100660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -100661.742188 Penalty: 2239.447998
	Iteration 39Q: 3 clusters Score -100661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -100661.742188 Penalty: 2239.447998
	Iteration 40F: 3 clusters Score -100661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116929 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125400 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123730 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113372 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49801 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 661 members 
Entering Unmasked Estep 
Score: -141712336.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141712944.000000 to -141712336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -60400.941406 Penalty: 1054.989014
	Iteration 0F: 2 clusters Score -60400.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59311.417969 Penalty: 2109.978027
	Iteration 0F: 3 clusters Score -59311.42 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59829.500000 Penalty: 2109.978027
	Iteration 1F: 3 clusters Score -59829.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60049.238281 Penalty: 2109.978027
	Iteration 2F: 3 clusters Score -60049.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60120.218750 Penalty: 2109.978027
	Iteration 3Q: 3 clusters Score -60120.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60151.078125 Penalty: 2109.978027
	Iteration 4Q: 3 clusters Score -60151.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60187.839844 Penalty: 2109.978027
	Iteration 5Q: 3 clusters Score -60187.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60200.191406 Penalty: 2109.978027
	Iteration 6Q: 3 clusters Score -60200.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60218.210938 Penalty: 2109.978027
	Iteration 7Q: 3 clusters Score -60218.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60233.386719 Penalty: 2109.978027
	Iteration 8Q: 3 clusters Score -60233.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60247.664062 Penalty: 2109.978027
	Iteration 9Q: 3 clusters Score -60247.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60255.218750 Penalty: 2109.978027
	Iteration 10Q: 3 clusters Score -60255.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60257.421875 Penalty: 2109.978027
	Iteration 11Q: 3 clusters Score -60257.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60259.953125 Penalty: 2109.978027
	Iteration 12Q: 3 clusters Score -60259.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60259.953125 Penalty: 2109.978027
	Iteration 13F: 3 clusters Score -60259.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -755843.562500 Penalty: 1417.736450
	Iteration 0F: 2 clusters Score -755843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -751163.062500 Penalty: 2835.472900
	Iteration 0F: 3 clusters Score -751163.1 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -752644.000000 Penalty: 2835.472900
	Iteration 1F: 3 clusters Score -752644 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -752888.000000 Penalty: 2835.472900
	Iteration 2F: 3 clusters Score -752888 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -753084.062500 Penalty: 2835.472900
	Iteration 3F: 3 clusters Score -753084.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -753293.375000 Penalty: 2835.472900
	Iteration 4F: 3 clusters Score -753293.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -753493.187500 Penalty: 2835.472900
	Iteration 5Q: 3 clusters Score -753493.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -753674.750000 Penalty: 2835.472900
	Iteration 6Q: 3 clusters Score -753674.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -753826.875000 Penalty: 2835.472900
	Iteration 7Q: 3 clusters Score -753826.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -753976.312500 Penalty: 2835.472900
	Iteration 8Q: 3 clusters Score -753976.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -754099.500000 Penalty: 2835.472900
	Iteration 9Q: 3 clusters Score -754099.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -754202.625000 Penalty: 2835.472900
	Iteration 10Q: 3 clusters Score -754202.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -754281.625000 Penalty: 2835.472900
	Iteration 11Q: 3 clusters Score -754281.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -754340.062500 Penalty: 2835.472900
	Iteration 12Q: 3 clusters Score -754340.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -754393.187500 Penalty: 2835.472900
	Iteration 13Q: 3 clusters Score -754393.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -754427.125000 Penalty: 2835.472900
	Iteration 14Q: 3 clusters Score -754427.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -754460.562500 Penalty: 2835.472900
	Iteration 15Q: 3 clusters Score -754460.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -754497.625000 Penalty: 2835.472900
	Iteration 16Q: 3 clusters Score -754497.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -754528.687500 Penalty: 2835.472900
	Iteration 17Q: 3 clusters Score -754528.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -754548.437500 Penalty: 2835.472900
	Iteration 18Q: 3 clusters Score -754548.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -754571.625000 Penalty: 2835.472900
	Iteration 19Q: 3 clusters Score -754571.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -754590.562500 Penalty: 2835.472900
	Iteration 20F: 3 clusters Score -754590.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -754615.500000 Penalty: 2835.472900
	Iteration 21Q: 3 clusters Score -754615.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -754634.500000 Penalty: 2835.472900
	Iteration 22Q: 3 clusters Score -754634.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -754659.062500 Penalty: 2835.472900
	Iteration 23Q: 3 clusters Score -754659.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -754683.000000 Penalty: 2835.472900
	Iteration 24Q: 3 clusters Score -754683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -754706.750000 Penalty: 2835.472900
	Iteration 25Q: 3 clusters Score -754706.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -754725.312500 Penalty: 2835.472900
	Iteration 26Q: 3 clusters Score -754725.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -754737.375000 Penalty: 2835.472900
	Iteration 27Q: 3 clusters Score -754737.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -754748.375000 Penalty: 2835.472900
	Iteration 28Q: 3 clusters Score -754748.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -754759.625000 Penalty: 2835.472900
	Iteration 29Q: 3 clusters Score -754759.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -754769.250000 Penalty: 2835.472900
	Iteration 30Q: 3 clusters Score -754769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -754774.062500 Penalty: 2835.472900
	Iteration 31Q: 3 clusters Score -754774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -754776.812500 Penalty: 2835.472900
	Iteration 32Q: 3 clusters Score -754776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -754780.375000 Penalty: 2835.472900
	Iteration 33Q: 3 clusters Score -754780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -754782.687500 Penalty: 2835.472900
	Iteration 34Q: 3 clusters Score -754782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -754785.250000 Penalty: 2835.472900
	Iteration 35Q: 3 clusters Score -754785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -754785.875000 Penalty: 2835.472900
	Iteration 36Q: 3 clusters Score -754785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -754787.312500 Penalty: 2835.472900
	Iteration 37Q: 3 clusters Score -754787.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -754790.687500 Penalty: 2835.472900
	Iteration 38Q: 3 clusters Score -754790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -754792.500000 Penalty: 2835.472900
	Iteration 39Q: 3 clusters Score -754792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -754793.437500 Penalty: 2835.472900
	Iteration 40F: 3 clusters Score -754793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -754797.625000 Penalty: 2835.472900
	Iteration 41Q: 3 clusters Score -754797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -754801.375000 Penalty: 2835.472900
	Iteration 42Q: 3 clusters Score -754801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -754802.812500 Penalty: 2835.472900
	Iteration 43Q: 3 clusters Score -754802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -754803.750000 Penalty: 2835.472900
	Iteration 44Q: 3 clusters Score -754803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -754804.937500 Penalty: 2835.472900
	Iteration 45Q: 3 clusters Score -754804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -754805.437500 Penalty: 2835.472900
	Iteration 46Q: 3 clusters Score -754805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -754805.437500 Penalty: 2835.472900
	Iteration 47F: 3 clusters Score -754805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -521018.093750 Penalty: 1350.642090
	Iteration 0F: 2 clusters Score -521018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -517626.093750 Penalty: 2701.284180
	Iteration 0F: 3 clusters Score -517626.1 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -518509.593750 Penalty: 2701.284180
	Iteration 1F: 3 clusters Score -518509.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -518671.562500 Penalty: 2701.284180
	Iteration 2F: 3 clusters Score -518671.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -518764.468750 Penalty: 2701.284180
	Iteration 3Q: 3 clusters Score -518764.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -518822.187500 Penalty: 2701.284180
	Iteration 4Q: 3 clusters Score -518822.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -518864.500000 Penalty: 2701.284180
	Iteration 5Q: 3 clusters Score -518864.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -518902.031250 Penalty: 2701.284180
	Iteration 6Q: 3 clusters Score -518902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -518945.812500 Penalty: 2701.284180
	Iteration 7Q: 3 clusters Score -518945.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -518980.281250 Penalty: 2701.284180
	Iteration 8Q: 3 clusters Score -518980.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -519018.500000 Penalty: 2701.284180
	Iteration 9Q: 3 clusters Score -519018.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -519055.343750 Penalty: 2701.284180
	Iteration 10Q: 3 clusters Score -519055.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -519093.500000 Penalty: 2701.284180
	Iteration 11Q: 3 clusters Score -519093.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -519132.906250 Penalty: 2701.284180
	Iteration 12Q: 3 clusters Score -519132.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -519176.656250 Penalty: 2701.284180
	Iteration 13Q: 3 clusters Score -519176.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -519223.031250 Penalty: 2701.284180
	Iteration 14Q: 3 clusters Score -519223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -519270.437500 Penalty: 2701.284180
	Iteration 15Q: 3 clusters Score -519270.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -519318.875000 Penalty: 2701.284180
	Iteration 16Q: 3 clusters Score -519318.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -519374.093750 Penalty: 2701.284180
	Iteration 17Q: 3 clusters Score -519374.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -519422.906250 Penalty: 2701.284180
	Iteration 18Q: 3 clusters Score -519422.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -519465.406250 Penalty: 2701.284180
	Iteration 19Q: 3 clusters Score -519465.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -519508.718750 Penalty: 2701.284180
	Iteration 20F: 3 clusters Score -519508.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -519556.031250 Penalty: 2701.284180
	Iteration 21Q: 3 clusters Score -519556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -519609.406250 Penalty: 2701.284180
	Iteration 22Q: 3 clusters Score -519609.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -519658.968750 Penalty: 2701.284180
	Iteration 23Q: 3 clusters Score -519659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -519700.937500 Penalty: 2701.284180
	Iteration 24Q: 3 clusters Score -519700.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -519737.406250 Penalty: 2701.284180
	Iteration 25Q: 3 clusters Score -519737.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -519763.750000 Penalty: 2701.284180
	Iteration 26Q: 3 clusters Score -519763.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -519791.156250 Penalty: 2701.284180
	Iteration 27Q: 3 clusters Score -519791.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -519812.687500 Penalty: 2701.284180
	Iteration 28Q: 3 clusters Score -519812.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -519825.625000 Penalty: 2701.284180
	Iteration 29Q: 3 clusters Score -519825.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -519838.687500 Penalty: 2701.284180
	Iteration 30Q: 3 clusters Score -519838.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -519849.375000 Penalty: 2701.284180
	Iteration 31Q: 3 clusters Score -519849.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -519857.500000 Penalty: 2701.284180
	Iteration 32Q: 3 clusters Score -519857.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -519864.937500 Penalty: 2701.284180
	Iteration 33Q: 3 clusters Score -519864.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -519869.625000 Penalty: 2701.284180
	Iteration 34Q: 3 clusters Score -519869.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -519875.281250 Penalty: 2701.284180
	Iteration 35Q: 3 clusters Score -519875.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -519881.093750 Penalty: 2701.284180
	Iteration 36Q: 3 clusters Score -519881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -519885.250000 Penalty: 2701.284180
	Iteration 37Q: 3 clusters Score -519885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -519887.437500 Penalty: 2701.284180
	Iteration 38Q: 3 clusters Score -519887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -519892.656250 Penalty: 2701.284180
	Iteration 39Q: 3 clusters Score -519892.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -519895.531250 Penalty: 2701.284180
	Iteration 40F: 3 clusters Score -519895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -519898.500000 Penalty: 2701.284180
	Iteration 41Q: 3 clusters Score -519898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -519902.531250 Penalty: 2701.284180
	Iteration 42Q: 3 clusters Score -519902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -519904.156250 Penalty: 2701.284180
	Iteration 43Q: 3 clusters Score -519904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -519904.156250 Penalty: 2701.284180
	Iteration 44F: 3 clusters Score -519904.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -22616.630859 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -22616.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21869.451172 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -21869.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22527.976562 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -22527.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22887.710938 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -22887.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23037.585938 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -23037.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23101.296875 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -23101.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23192.433594 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -23192.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23225.185547 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -23225.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23247.644531 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -23247.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23274.324219 Penalty: 1905.680176
	Iteration 8Q: 3 clusters Score -23274.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23333.351562 Penalty: 1905.680176
	Iteration 9Q: 3 clusters Score -23333.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23397.474609 Penalty: 1905.680176
	Iteration 10Q: 3 clusters Score -23397.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23418.923828 Penalty: 1905.680176
	Iteration 11Q: 3 clusters Score -23418.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23422.441406 Penalty: 1905.680176
	Iteration 12Q: 3 clusters Score -23422.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23425.812500 Penalty: 1905.680176
	Iteration 13F: 3 clusters Score -23425.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23457.544922 Penalty: 1905.680176
	Iteration 14Q: 3 clusters Score -23457.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23511.490234 Penalty: 1905.680176
	Iteration 15Q: 3 clusters Score -23511.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23587.462891 Penalty: 1905.680176
	Iteration 16Q: 3 clusters Score -23587.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23594.050781 Penalty: 1905.680176
	Iteration 17Q: 3 clusters Score -23594.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23635.939453 Penalty: 1905.680176
	Iteration 18Q: 3 clusters Score -23635.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23635.939453 Penalty: 1905.680176
	Iteration 19F: 3 clusters Score -23635.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116929 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125400 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123730 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113372 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49801 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 158 members 
Entering Unmasked Estep 
Score: -141712768.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141712944.000000 to -141712768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -1703193.000000 Penalty: 1548.995361
	Iteration 0F: 2 clusters Score -1703193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1693631.500000 Penalty: 3097.990723
	Iteration 0F: 3 clusters Score -1693632 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1696944.500000 Penalty: 3097.990723
	Iteration 1F: 3 clusters Score -1696944 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1697310.250000 Penalty: 3097.990723
	Iteration 2F: 3 clusters Score -1697310 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1697652.250000 Penalty: 3097.990723
	Iteration 3F: 3 clusters Score -1697652 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1697973.125000 Penalty: 3097.990723
	Iteration 4F: 3 clusters Score -1697973 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1698250.375000 Penalty: 3097.990723
	Iteration 5Q: 3 clusters Score -1698250 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1698547.500000 Penalty: 3097.990723
	Iteration 6Q: 3 clusters Score -1698548 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1698870.000000 Penalty: 3097.990723
	Iteration 7Q: 3 clusters Score -1698870 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1699208.625000 Penalty: 3097.990723
	Iteration 8Q: 3 clusters Score -1699209 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1699524.375000 Penalty: 3097.990723
	Iteration 9Q: 3 clusters Score -1699524 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1699849.375000 Penalty: 3097.990723
	Iteration 10Q: 3 clusters Score -1699849 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1700142.000000 Penalty: 3097.990723
	Iteration 11Q: 3 clusters Score -1700142 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1700337.125000 Penalty: 3097.990723
	Iteration 12Q: 3 clusters Score -1700337 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1700479.250000 Penalty: 3097.990723
	Iteration 13Q: 3 clusters Score -1700479 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1700556.625000 Penalty: 3097.990723
	Iteration 14Q: 3 clusters Score -1700557 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1700633.625000 Penalty: 3097.990723
	Iteration 15Q: 3 clusters Score -1700634 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1700690.375000 Penalty: 3097.990723
	Iteration 16Q: 3 clusters Score -1700690 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1700727.750000 Penalty: 3097.990723
	Iteration 17Q: 3 clusters Score -1700728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1700763.500000 Penalty: 3097.990723
	Iteration 18Q: 3 clusters Score -1700764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1700814.625000 Penalty: 3097.990723
	Iteration 19Q: 3 clusters Score -1700815 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1700871.125000 Penalty: 3097.990723
	Iteration 20F: 3 clusters Score -1700871 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1700932.000000 Penalty: 3097.990723
	Iteration 21Q: 3 clusters Score -1700932 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1700993.000000 Penalty: 3097.990723
	Iteration 22Q: 3 clusters Score -1700993 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1701055.125000 Penalty: 3097.990723
	Iteration 23Q: 3 clusters Score -1701055 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1701134.750000 Penalty: 3097.990723
	Iteration 24Q: 3 clusters Score -1701135 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1701205.750000 Penalty: 3097.990723
	Iteration 25Q: 3 clusters Score -1701206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1701296.875000 Penalty: 3097.990723
	Iteration 26Q: 3 clusters Score -1701297 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1701389.500000 Penalty: 3097.990723
	Iteration 27Q: 3 clusters Score -1701390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1701466.500000 Penalty: 3097.990723
	Iteration 28Q: 3 clusters Score -1701466 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1701532.625000 Penalty: 3097.990723
	Iteration 29Q: 3 clusters Score -1701533 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1701592.000000 Penalty: 3097.990723
	Iteration 30Q: 3 clusters Score -1701592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1701642.000000 Penalty: 3097.990723
	Iteration 31Q: 3 clusters Score -1701642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1701679.500000 Penalty: 3097.990723
	Iteration 32Q: 3 clusters Score -1701680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1701714.750000 Penalty: 3097.990723
	Iteration 33Q: 3 clusters Score -1701715 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1701747.125000 Penalty: 3097.990723
	Iteration 34Q: 3 clusters Score -1701747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1701782.625000 Penalty: 3097.990723
	Iteration 35Q: 3 clusters Score -1701783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1701807.125000 Penalty: 3097.990723
	Iteration 36Q: 3 clusters Score -1701807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1701837.125000 Penalty: 3097.990723
	Iteration 37Q: 3 clusters Score -1701837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1701860.500000 Penalty: 3097.990723
	Iteration 38Q: 3 clusters Score -1701860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1701877.000000 Penalty: 3097.990723
	Iteration 39Q: 3 clusters Score -1701877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1701887.500000 Penalty: 3097.990723
	Iteration 40F: 3 clusters Score -1701888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1701898.375000 Penalty: 3097.990723
	Iteration 41Q: 3 clusters Score -1701898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1701910.375000 Penalty: 3097.990723
	Iteration 42Q: 3 clusters Score -1701910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1701922.500000 Penalty: 3097.990723
	Iteration 43Q: 3 clusters Score -1701922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1701928.875000 Penalty: 3097.990723
	Iteration 44Q: 3 clusters Score -1701929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1701946.125000 Penalty: 3097.990723
	Iteration 45Q: 3 clusters Score -1701946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1701953.875000 Penalty: 3097.990723
	Iteration 46Q: 3 clusters Score -1701954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1701958.875000 Penalty: 3097.990723
	Iteration 47Q: 3 clusters Score -1701959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1701966.250000 Penalty: 3097.990723
	Iteration 48Q: 3 clusters Score -1701966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1701968.250000 Penalty: 3097.990723
	Iteration 49Q: 3 clusters Score -1701968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1701972.375000 Penalty: 3097.990723
	Iteration 50Q: 3 clusters Score -1701972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1701977.750000 Penalty: 3097.990723
	Iteration 51Q: 3 clusters Score -1701978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1701983.875000 Penalty: 3097.990723
	Iteration 52Q: 3 clusters Score -1701984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1701982.375000 Penalty: 3097.990723
	Iteration 53Q: 3 clusters Score -1701982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1701982.875000 Penalty: 3097.990723
	Iteration 54Q: 3 clusters Score -1701983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1701985.625000 Penalty: 3097.990723
	Iteration 55Q: 3 clusters Score -1701986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1701982.875000 Penalty: 3097.990723
	Iteration 56Q: 3 clusters Score -1701983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1701988.000000 Penalty: 3097.990723
	Iteration 57Q: 3 clusters Score -1701988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1701991.125000 Penalty: 3097.990723
	Iteration 58Q: 3 clusters Score -1701991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1701990.250000 Penalty: 3097.990723
	Iteration 59Q: 3 clusters Score -1701990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1701988.125000 Penalty: 3097.990723
	Iteration 60F: 3 clusters Score -1701988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1701989.125000 Penalty: 3097.990723
	Iteration 61Q: 3 clusters Score -1701989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1701989.875000 Penalty: 3097.990723
	Iteration 62Q: 3 clusters Score -1701990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1701992.500000 Penalty: 3097.990723
	Iteration 63Q: 3 clusters Score -1701992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1701989.750000 Penalty: 3097.990723
	Iteration 64Q: 3 clusters Score -1701990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1701988.875000 Penalty: 3097.990723
	Iteration 65Q: 3 clusters Score -1701989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1701989.125000 Penalty: 3097.990723
	Iteration 66Q: 3 clusters Score -1701989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1701990.125000 Penalty: 3097.990723
	Iteration 67Q: 3 clusters Score -1701990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1701992.375000 Penalty: 3097.990723
	Iteration 68Q: 3 clusters Score -1701992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1701990.625000 Penalty: 3097.990723
	Iteration 69Q: 3 clusters Score -1701991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1701991.250000 Penalty: 3097.990723
	Iteration 70Q: 3 clusters Score -1701991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1701992.125000 Penalty: 3097.990723
	Iteration 71Q: 3 clusters Score -1701992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1701992.750000 Penalty: 3097.990723
	Iteration 72Q: 3 clusters Score -1701993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1701993.000000 Penalty: 3097.990723
	Iteration 73Q: 3 clusters Score -1701993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1701997.750000 Penalty: 3097.990723
	Iteration 74Q: 3 clusters Score -1701998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1701996.250000 Penalty: 3097.990723
	Iteration 75Q: 3 clusters Score -1701996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1701998.125000 Penalty: 3097.990723
	Iteration 76Q: 3 clusters Score -1701998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1702000.750000 Penalty: 3097.990723
	Iteration 77Q: 3 clusters Score -1702001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1702003.625000 Penalty: 3097.990723
	Iteration 78Q: 3 clusters Score -1702004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1702004.125000 Penalty: 3097.990723
	Iteration 79Q: 3 clusters Score -1702004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1702003.000000 Penalty: 3097.990723
	Iteration 80F: 3 clusters Score -1702003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1702004.125000 Penalty: 3097.990723
	Iteration 81Q: 3 clusters Score -1702004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1702004.375000 Penalty: 3097.990723
	Iteration 82Q: 3 clusters Score -1702004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1702002.750000 Penalty: 3097.990723
	Iteration 83Q: 3 clusters Score -1702003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1702005.875000 Penalty: 3097.990723
	Iteration 84Q: 3 clusters Score -1702006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1702005.875000 Penalty: 3097.990723
	Iteration 85F: 3 clusters Score -1702006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (49801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Entering Unmasked Estep 
Score: -6080752.000000 Penalty: 1757.565918
	Iteration 0F: 2 clusters Score -6080752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -6047494.000000 Penalty: 3515.131836
	Iteration 0F: 3 clusters Score -6047494 nChanged 23220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -6060532.500000 Penalty: 3515.131836
	Iteration 1F: 3 clusters Score -6060532 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -6061061.000000 Penalty: 3515.131836
	Iteration 2Q: 3 clusters Score -6061061 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -6061745.000000 Penalty: 3515.131836
	Iteration 3Q: 3 clusters Score -6061745 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -6062646.500000 Penalty: 3515.131836
	Iteration 4Q: 3 clusters Score -6062646 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6063723.000000 Penalty: 3515.131836
	Iteration 5Q: 3 clusters Score -6063723 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -6065007.000000 Penalty: 3515.131836
	Iteration 6Q: 3 clusters Score -6065007 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -6066519.500000 Penalty: 3515.131836
	Iteration 7F: 3 clusters Score -6066520 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -6068088.500000 Penalty: 3515.131836
	Iteration 8F: 3 clusters Score -6068088 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -6069540.500000 Penalty: 3515.131836
	Iteration 9F: 3 clusters Score -6069540 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -6071027.500000 Penalty: 3515.131836
	Iteration 10Q: 3 clusters Score -6071028 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -6072222.000000 Penalty: 3515.131836
	Iteration 11Q: 3 clusters Score -6072222 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -6073173.000000 Penalty: 3515.131836
	Iteration 12Q: 3 clusters Score -6073173 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -6073965.500000 Penalty: 3515.131836
	Iteration 13Q: 3 clusters Score -6073966 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -6074725.500000 Penalty: 3515.131836
	Iteration 14Q: 3 clusters Score -6074726 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -6075413.000000 Penalty: 3515.131836
	Iteration 15Q: 3 clusters Score -6075413 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -6076134.000000 Penalty: 3515.131836
	Iteration 16Q: 3 clusters Score -6076134 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -6076704.000000 Penalty: 3515.131836
	Iteration 17Q: 3 clusters Score -6076704 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6077163.000000 Penalty: 3515.131836
	Iteration 18Q: 3 clusters Score -6077163 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -6077514.500000 Penalty: 3515.131836
	Iteration 19Q: 3 clusters Score -6077514 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6077826.500000 Penalty: 3515.131836
	Iteration 20F: 3 clusters Score -6077826 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -6078058.000000 Penalty: 3515.131836
	Iteration 21Q: 3 clusters Score -6078058 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6078283.500000 Penalty: 3515.131836
	Iteration 22Q: 3 clusters Score -6078284 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6078457.500000 Penalty: 3515.131836
	Iteration 23Q: 3 clusters Score -6078458 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6078612.500000 Penalty: 3515.131836
	Iteration 24Q: 3 clusters Score -6078612 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6078741.000000 Penalty: 3515.131836
	Iteration 25Q: 3 clusters Score -6078741 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6078821.500000 Penalty: 3515.131836
	Iteration 26Q: 3 clusters Score -6078822 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6078894.500000 Penalty: 3515.131836
	Iteration 27Q: 3 clusters Score -6078894 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6078938.500000 Penalty: 3515.131836
	Iteration 28Q: 3 clusters Score -6078938 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6078984.500000 Penalty: 3515.131836
	Iteration 29Q: 3 clusters Score -6078984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6079011.000000 Penalty: 3515.131836
	Iteration 30Q: 3 clusters Score -6079011 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6079047.000000 Penalty: 3515.131836
	Iteration 31Q: 3 clusters Score -6079047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6079096.000000 Penalty: 3515.131836
	Iteration 32Q: 3 clusters Score -6079096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6079115.500000 Penalty: 3515.131836
	Iteration 33Q: 3 clusters Score -6079116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6079150.000000 Penalty: 3515.131836
	Iteration 34Q: 3 clusters Score -6079150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6079163.000000 Penalty: 3515.131836
	Iteration 35Q: 3 clusters Score -6079163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6079198.000000 Penalty: 3515.131836
	Iteration 36Q: 3 clusters Score -6079198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6079228.000000 Penalty: 3515.131836
	Iteration 37Q: 3 clusters Score -6079228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6079244.000000 Penalty: 3515.131836
	Iteration 38Q: 3 clusters Score -6079244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6079262.500000 Penalty: 3515.131836
	Iteration 39Q: 3 clusters Score -6079262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6079276.000000 Penalty: 3515.131836
	Iteration 40F: 3 clusters Score -6079276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6079285.500000 Penalty: 3515.131836
	Iteration 41Q: 3 clusters Score -6079286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6079286.000000 Penalty: 3515.131836
	Iteration 42Q: 3 clusters Score -6079286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6079302.500000 Penalty: 3515.131836
	Iteration 43Q: 3 clusters Score -6079302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6079324.000000 Penalty: 3515.131836
	Iteration 44Q: 3 clusters Score -6079324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6079321.000000 Penalty: 3515.131836
	Iteration 45Q: 3 clusters Score -6079321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6079332.000000 Penalty: 3515.131836
	Iteration 46Q: 3 clusters Score -6079332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6079320.000000 Penalty: 3515.131836
	Iteration 47Q: 3 clusters Score -6079320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6079339.500000 Penalty: 3515.131836
	Iteration 48Q: 3 clusters Score -6079340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6079343.500000 Penalty: 3515.131836
	Iteration 49Q: 3 clusters Score -6079344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6079355.500000 Penalty: 3515.131836
	Iteration 50Q: 3 clusters Score -6079356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6079356.000000 Penalty: 3515.131836
	Iteration 51Q: 3 clusters Score -6079356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6079353.000000 Penalty: 3515.131836
	Iteration 52Q: 3 clusters Score -6079353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6079357.500000 Penalty: 3515.131836
	Iteration 53Q: 3 clusters Score -6079358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6079357.500000 Penalty: 3515.131836
	Iteration 54Q: 3 clusters Score -6079358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6079367.500000 Penalty: 3515.131836
	Iteration 55Q: 3 clusters Score -6079368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6079376.000000 Penalty: 3515.131836
	Iteration 56Q: 3 clusters Score -6079376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6079369.500000 Penalty: 3515.131836
	Iteration 57Q: 3 clusters Score -6079370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6079378.000000 Penalty: 3515.131836
	Iteration 58Q: 3 clusters Score -6079378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6079380.000000 Penalty: 3515.131836
	Iteration 59Q: 3 clusters Score -6079380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6079383.000000 Penalty: 3515.131836
	Iteration 60F: 3 clusters Score -6079383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6079387.500000 Penalty: 3515.131836
	Iteration 61Q: 3 clusters Score -6079388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6079391.000000 Penalty: 3515.131836
	Iteration 62Q: 3 clusters Score -6079391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6079381.500000 Penalty: 3515.131836
	Iteration 63Q: 3 clusters Score -6079382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6079379.500000 Penalty: 3515.131836
	Iteration 64Q: 3 clusters Score -6079380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6079379.500000 Penalty: 3515.131836
	Iteration 65F: 3 clusters Score -6079380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -48150.894531 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -48150.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47137.523438 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -47137.52 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47340.589844 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -47340.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47433.281250 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -47433.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47541.664062 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -47541.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47669.722656 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -47669.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47766.832031 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -47766.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47893.214844 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -47893.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48020.480469 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -48020.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48136.894531 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -48136.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48212.660156 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -48212.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48229.046875 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -48229.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48236.285156 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -48236.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48273.621094 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -48273.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48338.425781 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -48338.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48356.312500 Penalty: 2028.722534
	Iteration 14Q: 3 clusters Score -48356.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48361.324219 Penalty: 2028.722534
	Iteration 15Q: 3 clusters Score -48361.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48370.054688 Penalty: 2028.722534
	Iteration 16F: 3 clusters Score -48370.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48399.523438 Penalty: 2028.722534
	Iteration 17Q: 3 clusters Score -48399.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48401.988281 Penalty: 2028.722534
	Iteration 18Q: 3 clusters Score -48401.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48408.160156 Penalty: 2028.722534
	Iteration 19Q: 3 clusters Score -48408.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48408.160156 Penalty: 2028.722534
	Iteration 20F: 3 clusters Score -48408.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116929 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125400 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123730 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113372 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49801 members 
Mstep: Class 32 contains 299 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 215 members 
Entering Unmasked Estep 
Score: -141712160.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141712944.000000 to -141712160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -275697.968750 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -275698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -273372.125000 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -273372.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -274005.562500 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -274005.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -274212.593750 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -274212.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -274371.656250 Penalty: 2529.141357
	Iteration 3F: 3 clusters Score -274371.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -274501.968750 Penalty: 2529.141357
	Iteration 4F: 3 clusters Score -274502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -274604.500000 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -274604.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -274691.906250 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -274691.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -274768.625000 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -274768.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -274836.031250 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -274836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -274911.968750 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -274912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -274965.750000 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -274965.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -275018.906250 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -275018.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -275062.625000 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -275062.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -275090.875000 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -275090.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -275107.250000 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -275107.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -275118.125000 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -275118.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -275130.781250 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -275130.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -275141.562500 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -275141.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -275148.593750 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -275148.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -275160.593750 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -275160.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -275172.625000 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -275172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -275182.218750 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -275182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -275189.906250 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -275189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -275197.687500 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -275197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -275206.937500 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -275206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -275213.937500 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -275213.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -275221.687500 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -275221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -275228.031250 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -275228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -275235.375000 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -275235.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -275247.937500 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -275247.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -275270.625000 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -275270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -275293.531250 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -275293.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -275311.812500 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -275311.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -275334.125000 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -275334.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -275353.343750 Penalty: 2529.141357
	Iteration 34Q: 3 clusters Score -275353.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -275367.531250 Penalty: 2529.141357
	Iteration 35Q: 3 clusters Score -275367.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -275377.500000 Penalty: 2529.141357
	Iteration 36Q: 3 clusters Score -275377.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -275384.125000 Penalty: 2529.141357
	Iteration 37Q: 3 clusters Score -275384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -275389.750000 Penalty: 2529.141357
	Iteration 38Q: 3 clusters Score -275389.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -275392.718750 Penalty: 2529.141357
	Iteration 39Q: 3 clusters Score -275392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -275397.750000 Penalty: 2529.141357
	Iteration 40F: 3 clusters Score -275397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -275401.093750 Penalty: 2529.141357
	Iteration 41Q: 3 clusters Score -275401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -275409.375000 Penalty: 2529.141357
	Iteration 42Q: 3 clusters Score -275409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -275419.468750 Penalty: 2529.141357
	Iteration 43Q: 3 clusters Score -275419.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -275431.781250 Penalty: 2529.141357
	Iteration 44Q: 3 clusters Score -275431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -275438.375000 Penalty: 2529.141357
	Iteration 45Q: 3 clusters Score -275438.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -275444.312500 Penalty: 2529.141357
	Iteration 46Q: 3 clusters Score -275444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -275448.093750 Penalty: 2529.141357
	Iteration 47Q: 3 clusters Score -275448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -275451.718750 Penalty: 2529.141357
	Iteration 48Q: 3 clusters Score -275451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -275455.125000 Penalty: 2529.141357
	Iteration 49Q: 3 clusters Score -275455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -275459.906250 Penalty: 2529.141357
	Iteration 50Q: 3 clusters Score -275459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -275462.093750 Penalty: 2529.141357
	Iteration 51Q: 3 clusters Score -275462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -275463.125000 Penalty: 2529.141357
	Iteration 52Q: 3 clusters Score -275463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -275468.156250 Penalty: 2529.141357
	Iteration 53Q: 3 clusters Score -275468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -275477.437500 Penalty: 2529.141357
	Iteration 54Q: 3 clusters Score -275477.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -275481.625000 Penalty: 2529.141357
	Iteration 55Q: 3 clusters Score -275481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -275485.031250 Penalty: 2529.141357
	Iteration 56Q: 3 clusters Score -275485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -275487.156250 Penalty: 2529.141357
	Iteration 57Q: 3 clusters Score -275487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -275487.281250 Penalty: 2529.141357
	Iteration 58Q: 3 clusters Score -275487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -275488.406250 Penalty: 2529.141357
	Iteration 59Q: 3 clusters Score -275488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -275488.843750 Penalty: 2529.141357
	Iteration 60F: 3 clusters Score -275488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -275489.156250 Penalty: 2529.141357
	Iteration 61Q: 3 clusters Score -275489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -275489.156250 Penalty: 2529.141357
	Iteration 62F: 3 clusters Score -275489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -19569.904297 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -19569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18813.480469 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -18813.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19026.251953 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -19026.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19091.406250 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -19091.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19138.359375 Penalty: 1832.465332
	Iteration 3Q: 3 clusters Score -19138.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19197.054688 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -19197.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19210.408203 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -19210.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19224.617188 Penalty: 1832.465332
	Iteration 6Q: 3 clusters Score -19224.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19238.132812 Penalty: 1832.465332
	Iteration 7Q: 3 clusters Score -19238.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19244.900391 Penalty: 1832.465332
	Iteration 8Q: 3 clusters Score -19244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19244.900391 Penalty: 1832.465332
	Iteration 9F: 3 clusters Score -19244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -77508.328125 Penalty: 1060.078857
	Iteration 0F: 2 clusters Score -77508.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76324.476562 Penalty: 2120.157715
	Iteration 0F: 3 clusters Score -76324.48 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76521.156250 Penalty: 2120.157715
	Iteration 1F: 3 clusters Score -76521.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76587.851562 Penalty: 2120.157715
	Iteration 2F: 3 clusters Score -76587.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76621.468750 Penalty: 2120.157715
	Iteration 3Q: 3 clusters Score -76621.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76648.117188 Penalty: 2120.157715
	Iteration 4Q: 3 clusters Score -76648.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76664.375000 Penalty: 2120.157715
	Iteration 5Q: 3 clusters Score -76664.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76676.718750 Penalty: 2120.157715
	Iteration 6Q: 3 clusters Score -76676.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76686.773438 Penalty: 2120.157715
	Iteration 7Q: 3 clusters Score -76686.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76696.695312 Penalty: 2120.157715
	Iteration 8Q: 3 clusters Score -76696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76705.796875 Penalty: 2120.157715
	Iteration 9Q: 3 clusters Score -76705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76707.609375 Penalty: 2120.157715
	Iteration 10Q: 3 clusters Score -76707.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76708.992188 Penalty: 2120.157715
	Iteration 11Q: 3 clusters Score -76708.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76710.250000 Penalty: 2120.157715
	Iteration 12Q: 3 clusters Score -76710.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76713.140625 Penalty: 2120.157715
	Iteration 13Q: 3 clusters Score -76713.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76719.750000 Penalty: 2120.157715
	Iteration 14Q: 3 clusters Score -76719.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76732.007812 Penalty: 2120.157715
	Iteration 15Q: 3 clusters Score -76732.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76740.859375 Penalty: 2120.157715
	Iteration 16Q: 3 clusters Score -76740.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76747.812500 Penalty: 2120.157715
	Iteration 17Q: 3 clusters Score -76747.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76752.773438 Penalty: 2120.157715
	Iteration 18Q: 3 clusters Score -76752.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76754.554688 Penalty: 2120.157715
	Iteration 19Q: 3 clusters Score -76754.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76755.601562 Penalty: 2120.157715
	Iteration 20F: 3 clusters Score -76755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76758.476562 Penalty: 2120.157715
	Iteration 21Q: 3 clusters Score -76758.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76762.757812 Penalty: 2120.157715
	Iteration 22Q: 3 clusters Score -76762.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76779.562500 Penalty: 2120.157715
	Iteration 23Q: 3 clusters Score -76779.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76790.234375 Penalty: 2120.157715
	Iteration 24Q: 3 clusters Score -76790.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76798.609375 Penalty: 2120.157715
	Iteration 25Q: 3 clusters Score -76798.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76805.906250 Penalty: 2120.157715
	Iteration 26Q: 3 clusters Score -76805.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76810.312500 Penalty: 2120.157715
	Iteration 27Q: 3 clusters Score -76810.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76816.562500 Penalty: 2120.157715
	Iteration 28Q: 3 clusters Score -76816.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76821.578125 Penalty: 2120.157715
	Iteration 29Q: 3 clusters Score -76821.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76823.804688 Penalty: 2120.157715
	Iteration 30Q: 3 clusters Score -76823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76823.804688 Penalty: 2120.157715
	Iteration 31F: 3 clusters Score -76823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -25136.841797 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -25136.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24292.867188 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -24292.87 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24720.203125 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -24720.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24823.560547 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -24823.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24889.830078 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -24889.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24951.117188 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -24951.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24978.332031 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -24978.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24988.310547 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -24988.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24997.351562 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -24997.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25053.681641 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -25053.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25064.691406 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -25064.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25072.248047 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -25072.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25074.210938 Penalty: 1949.654419
	Iteration 11Q: 3 clusters Score -25074.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25089.208984 Penalty: 1949.654419
	Iteration 12Q: 3 clusters Score -25089.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25090.546875 Penalty: 1949.654419
	Iteration 13Q: 3 clusters Score -25090.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25091.562500 Penalty: 1949.654419
	Iteration 14Q: 3 clusters Score -25091.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25092.939453 Penalty: 1949.654419
	Iteration 15F: 3 clusters Score -25092.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25118.425781 Penalty: 1949.654419
	Iteration 16Q: 3 clusters Score -25118.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25122.369141 Penalty: 1949.654419
	Iteration 17Q: 3 clusters Score -25122.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25125.378906 Penalty: 1949.654419
	Iteration 18Q: 3 clusters Score -25125.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25126.105469 Penalty: 1949.654419
	Iteration 19Q: 3 clusters Score -25126.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25126.105469 Penalty: 1949.654419
	Iteration 20F: 3 clusters Score -25126.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 116929 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125400 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103683 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123730 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119021 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113372 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 49801 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713168.000000 Penalty: 81671.953125
Iteration 199Q: 37 clusters Score -1.417132e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118753 members 
Mstep: Class 2 contains 109158 members 
Mstep: Class 3 contains 116905 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 10 contains 125404 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103697 members 
Mstep: Class 13 contains 8090 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 123771 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 16334 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 119030 members 
Mstep: Class 21 contains 50969 members 
Mstep: Class 22 contains 4242 members 
Mstep: Class 23 contains 113355 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 13795 members 
Mstep: Class 31 contains 49793 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713152.000000 Penalty: 81671.953125
Iteration 200F: 37 clusters Score -1.417132e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 109176 members 
Mstep: Class 3 contains 116912 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 125390 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103702 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10579 members 
Mstep: Class 16 contains 123808 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 16332 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 119031 members 
Mstep: Class 21 contains 50921 members 
Mstep: Class 22 contains 4242 members 
Mstep: Class 23 contains 113336 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6153 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 13792 members 
Mstep: Class 31 contains 49798 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713280.000000 Penalty: 81671.953125
Iteration 201Q: 37 clusters Score -1.417133e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 109174 members 
Mstep: Class 3 contains 116928 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10293 members 
Mstep: Class 9 contains 14051 members 
Mstep: Class 10 contains 125365 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103708 members 
Mstep: Class 13 contains 8085 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 16 contains 123856 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 318 members 
Mstep: Class 20 contains 119023 members 
Mstep: Class 21 contains 50885 members 
Mstep: Class 22 contains 4242 members 
Mstep: Class 23 contains 113331 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4021 members 
Mstep: Class 29 contains 347 members 
Mstep: Class 30 contains 13795 members 
Mstep: Class 31 contains 49795 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713408.000000 Penalty: 81671.953125
Iteration 202Q: 37 clusters Score -1.417134e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118805 members 
Mstep: Class 2 contains 109179 members 
Mstep: Class 3 contains 116944 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 125351 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 103714 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 10599 members 
Mstep: Class 16 contains 123897 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 119009 members 
Mstep: Class 21 contains 50842 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113339 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 3995 members 
Mstep: Class 29 contains 344 members 
Mstep: Class 30 contains 13795 members 
Mstep: Class 31 contains 49789 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713536.000000 Penalty: 81671.953125
Iteration 203Q: 37 clusters Score -1.417135e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118795 members 
Mstep: Class 2 contains 109190 members 
Mstep: Class 3 contains 116988 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 14062 members 
Mstep: Class 10 contains 125347 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 103730 members 
Mstep: Class 13 contains 8077 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10599 members 
Mstep: Class 16 contains 123924 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 16331 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118979 members 
Mstep: Class 21 contains 50798 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 113342 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3977 members 
Mstep: Class 29 contains 343 members 
Mstep: Class 30 contains 13796 members 
Mstep: Class 31 contains 49789 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713680.000000 Penalty: 81671.953125
Iteration 204Q: 37 clusters Score -1.417137e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 109211 members 
Mstep: Class 3 contains 117029 members 
Mstep: Class 4 contains 7333 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 125335 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103731 members 
Mstep: Class 13 contains 8078 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10599 members 
Mstep: Class 16 contains 123959 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118942 members 
Mstep: Class 21 contains 50766 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 113346 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13800 members 
Mstep: Class 31 contains 49795 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713600.000000 Penalty: 81671.953125
Iteration 205Q: 37 clusters Score -1.417136e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118783 members 
Mstep: Class 2 contains 109231 members 
Mstep: Class 3 contains 117045 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 125304 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 103735 members 
Mstep: Class 13 contains 8077 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10606 members 
Mstep: Class 16 contains 123982 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118931 members 
Mstep: Class 21 contains 50733 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113349 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 341 members 
Mstep: Class 30 contains 13805 members 
Mstep: Class 31 contains 49803 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713712.000000 Penalty: 81671.953125
Iteration 206Q: 37 clusters Score -1.417137e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 109259 members 
Mstep: Class 3 contains 117051 members 
Mstep: Class 4 contains 7332 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 10290 members 
Mstep: Class 9 contains 14064 members 
Mstep: Class 10 contains 125268 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 103738 members 
Mstep: Class 13 contains 8076 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 124022 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118921 members 
Mstep: Class 21 contains 50694 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 113367 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3928 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13807 members 
Mstep: Class 31 contains 49805 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713536.000000 Penalty: 81671.953125
Iteration 207Q: 37 clusters Score -1.417135e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 109296 members 
Mstep: Class 3 contains 117068 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10290 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 125231 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103738 members 
Mstep: Class 13 contains 8075 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 124061 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118892 members 
Mstep: Class 21 contains 50650 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 113395 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 3914 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13804 members 
Mstep: Class 31 contains 49806 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713632.000000 Penalty: 81671.953125
Iteration 208Q: 37 clusters Score -1.417136e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118776 members 
Mstep: Class 2 contains 109335 members 
Mstep: Class 3 contains 117068 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10290 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 125179 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103743 members 
Mstep: Class 13 contains 8073 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10600 members 
Mstep: Class 16 contains 124108 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 16340 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118904 members 
Mstep: Class 21 contains 50605 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 113408 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13805 members 
Mstep: Class 31 contains 49795 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713376.000000 Penalty: 81671.953125
Iteration 209Q: 37 clusters Score -1.417134e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118776 members 
Mstep: Class 2 contains 109377 members 
Mstep: Class 3 contains 117057 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10291 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 125115 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103761 members 
Mstep: Class 13 contains 8073 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10604 members 
Mstep: Class 16 contains 124144 members 
Mstep: Class 17 contains 7691 members 
Mstep: Class 18 contains 16340 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118879 members 
Mstep: Class 21 contains 50576 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 113434 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3903 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13809 members 
Mstep: Class 31 contains 49796 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713552.000000 Penalty: 81671.953125
Iteration 210Q: 37 clusters Score -1.417136e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 109409 members 
Mstep: Class 3 contains 117074 members 
Mstep: Class 4 contains 7343 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 125055 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103781 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10602 members 
Mstep: Class 16 contains 124148 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 16343 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118874 members 
Mstep: Class 21 contains 50548 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 113459 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3893 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13812 members 
Mstep: Class 31 contains 49798 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713584.000000 Penalty: 81671.953125
Iteration 211Q: 37 clusters Score -1.417136e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 109441 members 
Mstep: Class 3 contains 117109 members 
Mstep: Class 4 contains 7349 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 14069 members 
Mstep: Class 10 contains 124996 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103799 members 
Mstep: Class 13 contains 8069 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10605 members 
Mstep: Class 16 contains 124167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118886 members 
Mstep: Class 21 contains 50506 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 113458 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 3881 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13818 members 
Mstep: Class 31 contains 49797 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713424.000000 Penalty: 81671.953125
Iteration 212Q: 37 clusters Score -1.417134e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 109467 members 
Mstep: Class 3 contains 117126 members 
Mstep: Class 4 contains 7349 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 124962 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103798 members 
Mstep: Class 13 contains 8068 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10610 members 
Mstep: Class 16 contains 124168 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118876 members 
Mstep: Class 21 contains 50483 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 113484 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 3871 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13821 members 
Mstep: Class 31 contains 49800 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713344.000000 Penalty: 81671.953125
Iteration 213Q: 37 clusters Score -1.417133e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118771 members 
Mstep: Class 2 contains 109488 members 
Mstep: Class 3 contains 117150 members 
Mstep: Class 4 contains 7349 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124944 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103793 members 
Mstep: Class 13 contains 8068 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10609 members 
Mstep: Class 16 contains 124161 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 16348 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118847 members 
Mstep: Class 21 contains 50456 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113521 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 3859 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13823 members 
Mstep: Class 31 contains 49802 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713408.000000 Penalty: 81671.953125
Iteration 214Q: 37 clusters Score -1.417134e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 109499 members 
Mstep: Class 3 contains 117170 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 124927 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103801 members 
Mstep: Class 13 contains 8067 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 10602 members 
Mstep: Class 16 contains 124149 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 16348 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118842 members 
Mstep: Class 21 contains 50425 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 113553 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13827 members 
Mstep: Class 31 contains 49808 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713392.000000 Penalty: 81671.953125
Iteration 215Q: 37 clusters Score -1.417134e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 109514 members 
Mstep: Class 3 contains 117215 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 124908 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103802 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 10609 members 
Mstep: Class 16 contains 124102 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118858 members 
Mstep: Class 21 contains 50388 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 113569 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13828 members 
Mstep: Class 31 contains 49815 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713440.000000 Penalty: 81671.953125
Iteration 216Q: 37 clusters Score -1.417134e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 109539 members 
Mstep: Class 3 contains 117237 members 
Mstep: Class 4 contains 7354 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 124903 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103811 members 
Mstep: Class 13 contains 8065 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 10620 members 
Mstep: Class 16 contains 124066 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118834 members 
Mstep: Class 21 contains 50363 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 113568 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6144 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13829 members 
Mstep: Class 31 contains 49828 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713376.000000 Penalty: 81671.953125
Iteration 217Q: 37 clusters Score -1.417134e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 109568 members 
Mstep: Class 3 contains 117286 members 
Mstep: Class 4 contains 7356 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 124881 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103826 members 
Mstep: Class 13 contains 8065 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 10626 members 
Mstep: Class 16 contains 124043 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118805 members 
Mstep: Class 21 contains 50344 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6143 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13831 members 
Mstep: Class 31 contains 49834 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713568.000000 Penalty: 81671.953125
Iteration 218Q: 37 clusters Score -1.417136e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 109578 members 
Mstep: Class 3 contains 117347 members 
Mstep: Class 4 contains 7357 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 124863 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103824 members 
Mstep: Class 13 contains 8062 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 10632 members 
Mstep: Class 16 contains 124045 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118795 members 
Mstep: Class 21 contains 50320 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113556 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6142 members 
Mstep: Class 28 contains 3800 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13832 members 
Mstep: Class 31 contains 49836 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713488.000000 Penalty: 81671.953125
Iteration 219Q: 37 clusters Score -1.417135e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 109596 members 
Mstep: Class 3 contains 117424 members 
Mstep: Class 4 contains 7358 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 124797 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 103825 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 10639 members 
Mstep: Class 16 contains 124045 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 118781 members 
Mstep: Class 21 contains 50297 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 113543 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6141 members 
Mstep: Class 28 contains 3799 members 
Mstep: Class 29 contains 342 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 49850 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713376.000000 Penalty: 81671.953125
Iteration 220F: 37 clusters Score -1.417134e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 109624 members 
Mstep: Class 3 contains 117452 members 
Mstep: Class 4 contains 7359 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 124744 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 103826 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 10644 members 
Mstep: Class 16 contains 124045 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 16354 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 118792 members 
Mstep: Class 21 contains 50276 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 113563 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6137 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 341 members 
Mstep: Class 30 contains 13835 members 
Mstep: Class 31 contains 49851 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713152.000000 Penalty: 81671.953125
Iteration 221Q: 37 clusters Score -1.417132e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 109641 members 
Mstep: Class 3 contains 117495 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 14091 members 
Mstep: Class 10 contains 124699 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 103824 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 124026 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 16349 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 118805 members 
Mstep: Class 21 contains 50252 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 113581 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 3793 members 
Mstep: Class 29 contains 338 members 
Mstep: Class 30 contains 13835 members 
Mstep: Class 31 contains 49858 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713200.000000 Penalty: 81671.953125
Iteration 222Q: 37 clusters Score -1.417132e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 118746 members 
Mstep: Class 2 contains 109668 members 
Mstep: Class 3 contains 117503 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 14092 members 
Mstep: Class 10 contains 124699 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 103833 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 124003 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 16346 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 118780 members 
Mstep: Class 21 contains 50236 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 113613 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 3783 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 13837 members 
Mstep: Class 31 contains 49874 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713392.000000 Penalty: 81671.953125
Iteration 223Q: 37 clusters Score -1.417134e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 118713 members 
Mstep: Class 2 contains 109685 members 
Mstep: Class 3 contains 117537 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14091 members 
Mstep: Class 10 contains 124700 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 103835 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 10659 members 
Mstep: Class 16 contains 124022 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 118741 members 
Mstep: Class 21 contains 50216 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 113620 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13838 members 
Mstep: Class 31 contains 49900 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713104.000000 Penalty: 81671.953125
Iteration 224Q: 37 clusters Score -1.417131e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 109696 members 
Mstep: Class 3 contains 117558 members 
Mstep: Class 4 contains 7363 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14091 members 
Mstep: Class 10 contains 124721 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103846 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 124007 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 16343 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 118703 members 
Mstep: Class 21 contains 50201 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 113630 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 653 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13839 members 
Mstep: Class 31 contains 49941 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713120.000000 Penalty: 81671.953125
Iteration 225Q: 37 clusters Score -1.417131e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 109706 members 
Mstep: Class 3 contains 117584 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 14091 members 
Mstep: Class 10 contains 124733 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103855 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 124023 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 16343 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118672 members 
Mstep: Class 21 contains 50187 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 113639 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 3728 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13838 members 
Mstep: Class 31 contains 49969 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713152.000000 Penalty: 81671.953125
Iteration 226Q: 37 clusters Score -1.417132e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118600 members 
Mstep: Class 2 contains 109735 members 
Mstep: Class 3 contains 117587 members 
Mstep: Class 4 contains 7363 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 14096 members 
Mstep: Class 10 contains 124733 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103862 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 3173 members 
Mstep: Class 15 contains 10683 members 
Mstep: Class 16 contains 124036 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 16342 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118637 members 
Mstep: Class 21 contains 50163 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 113653 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13839 members 
Mstep: Class 31 contains 49989 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713104.000000 Penalty: 81671.953125
Iteration 227Q: 37 clusters Score -1.417131e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 109750 members 
Mstep: Class 3 contains 117621 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 124727 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103878 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 10681 members 
Mstep: Class 16 contains 124042 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 16342 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118611 members 
Mstep: Class 21 contains 50138 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 113676 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 3704 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13841 members 
Mstep: Class 31 contains 49993 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713296.000000 Penalty: 81671.953125
Iteration 228Q: 37 clusters Score -1.417133e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118517 members 
Mstep: Class 2 contains 109767 members 
Mstep: Class 3 contains 117611 members 
Mstep: Class 4 contains 7368 members 
Mstep: Class 5 contains 8552 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10299 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 124707 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103893 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 124063 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 16342 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118599 members 
Mstep: Class 21 contains 50125 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 113706 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 3693 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13842 members 
Mstep: Class 31 contains 50005 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713408.000000 Penalty: 81671.953125
Iteration 229Q: 37 clusters Score -1.417134e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 109782 members 
Mstep: Class 3 contains 117605 members 
Mstep: Class 4 contains 7368 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10302 members 
Mstep: Class 9 contains 14097 members 
Mstep: Class 10 contains 124688 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103906 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 10695 members 
Mstep: Class 16 contains 124074 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 16338 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118596 members 
Mstep: Class 21 contains 50103 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 113709 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 3687 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13839 members 
Mstep: Class 31 contains 50025 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713328.000000 Penalty: 81671.953125
Iteration 230Q: 37 clusters Score -1.417133e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118471 members 
Mstep: Class 2 contains 109785 members 
Mstep: Class 3 contains 117611 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10302 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 124679 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103920 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124073 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 16341 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118577 members 
Mstep: Class 21 contains 50077 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 113752 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6129 members 
Mstep: Class 28 contains 3676 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13838 members 
Mstep: Class 31 contains 50039 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713440.000000 Penalty: 81671.953125
Iteration 231Q: 37 clusters Score -1.417134e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 109788 members 
Mstep: Class 3 contains 117640 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10301 members 
Mstep: Class 9 contains 14105 members 
Mstep: Class 10 contains 124681 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103925 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124052 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118574 members 
Mstep: Class 21 contains 50052 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 113782 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 3664 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13840 members 
Mstep: Class 31 contains 50055 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713456.000000 Penalty: 81671.953125
Iteration 232Q: 37 clusters Score -1.417135e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 109798 members 
Mstep: Class 3 contains 117696 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10303 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 124663 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103935 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 3178 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 124044 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 16340 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118593 members 
Mstep: Class 21 contains 50018 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 113790 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 3651 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13829 members 
Mstep: Class 31 contains 50062 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713296.000000 Penalty: 81671.953125
Iteration 233Q: 37 clusters Score -1.417133e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118405 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 117731 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 8556 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10301 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 124647 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103935 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3179 members 
Mstep: Class 15 contains 10698 members 
Mstep: Class 16 contains 124024 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 16338 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118604 members 
Mstep: Class 21 contains 49975 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 113804 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6132 members 
Mstep: Class 28 contains 3636 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13823 members 
Mstep: Class 31 contains 50088 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713312.000000 Penalty: 81671.953125
Iteration 234Q: 37 clusters Score -1.417133e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118388 members 
Mstep: Class 2 contains 109853 members 
Mstep: Class 3 contains 117731 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10302 members 
Mstep: Class 9 contains 14112 members 
Mstep: Class 10 contains 124642 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103934 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 10700 members 
Mstep: Class 16 contains 124013 members 
Mstep: Class 17 contains 7678 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118610 members 
Mstep: Class 21 contains 49938 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 113828 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 3615 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 50116 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713360.000000 Penalty: 81671.953125
Iteration 235Q: 37 clusters Score -1.417134e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 109872 members 
Mstep: Class 3 contains 117711 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10301 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 124640 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103941 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124024 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 16343 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118594 members 
Mstep: Class 21 contains 49906 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113844 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13813 members 
Mstep: Class 31 contains 50146 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713344.000000 Penalty: 81671.953125
Iteration 236Q: 37 clusters Score -1.417133e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 109896 members 
Mstep: Class 3 contains 117710 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 8557 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10300 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124623 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103955 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124036 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 16348 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118571 members 
Mstep: Class 21 contains 49864 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 113860 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13813 members 
Mstep: Class 31 contains 50161 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713536.000000 Penalty: 81671.953125
Iteration 237Q: 37 clusters Score -1.417135e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118413 members 
Mstep: Class 2 contains 109918 members 
Mstep: Class 3 contains 117706 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 8557 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10302 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124617 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103961 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 10700 members 
Mstep: Class 16 contains 124061 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118512 members 
Mstep: Class 21 contains 49817 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 113892 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13813 members 
Mstep: Class 31 contains 50189 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713568.000000 Penalty: 81671.953125
Iteration 238Q: 37 clusters Score -1.417136e+08 nChanged 907
Entering ConstructFrom: 
Score: -141713568.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (118407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Entering Unmasked Estep 
Score: -14903304.000000 Penalty: 1898.305908
	Iteration 0F: 2 clusters Score -1.49033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -14827822.000000 Penalty: 3796.611816
	Iteration 0F: 3 clusters Score -1.482782e+07 nChanged 56744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -14861337.000000 Penalty: 3796.611816
	Iteration 1F: 3 clusters Score -1.486134e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -14862426.000000 Penalty: 3796.611816
	Iteration 2Q: 3 clusters Score -1.486243e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -14863852.000000 Penalty: 3796.611816
	Iteration 3Q: 3 clusters Score -1.486385e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -14866238.000000 Penalty: 3796.611816
	Iteration 4Q: 3 clusters Score -1.486624e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -14870345.000000 Penalty: 3796.611816
	Iteration 5F: 3 clusters Score -1.487034e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -14876318.000000 Penalty: 3796.611816
	Iteration 6F: 3 clusters Score -1.487632e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -14883928.000000 Penalty: 3796.611816
	Iteration 7F: 3 clusters Score -1.488393e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -14891255.000000 Penalty: 3796.611816
	Iteration 8F: 3 clusters Score -1.489126e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -14896251.000000 Penalty: 3796.611816
	Iteration 9F: 3 clusters Score -1.489625e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113806 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -14898961.000000 Penalty: 3796.611816
	Iteration 10Q: 3 clusters Score -1.489896e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -14900159.000000 Penalty: 3796.611816
	Iteration 11Q: 3 clusters Score -1.490016e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116679 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -14900822.000000 Penalty: 3796.611816
	Iteration 12Q: 3 clusters Score -1.490082e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117152 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14901153.000000 Penalty: 3796.611816
	Iteration 13Q: 3 clusters Score -1.490115e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117440 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -14901362.000000 Penalty: 3796.611816
	Iteration 14Q: 3 clusters Score -1.490136e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14901453.000000 Penalty: 3796.611816
	Iteration 15Q: 3 clusters Score -1.490145e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117687 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14901549.000000 Penalty: 3796.611816
	Iteration 16Q: 3 clusters Score -1.490155e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117747 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14901612.000000 Penalty: 3796.611816
	Iteration 17Q: 3 clusters Score -1.490161e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14901631.000000 Penalty: 3796.611816
	Iteration 18Q: 3 clusters Score -1.490163e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14901678.000000 Penalty: 3796.611816
	Iteration 19Q: 3 clusters Score -1.490168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14901699.000000 Penalty: 3796.611816
	Iteration 20F: 3 clusters Score -1.49017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14901707.000000 Penalty: 3796.611816
	Iteration 21Q: 3 clusters Score -1.490171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14901719.000000 Penalty: 3796.611816
	Iteration 22Q: 3 clusters Score -1.490172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117837 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14901724.000000 Penalty: 3796.611816
	Iteration 23Q: 3 clusters Score -1.490172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117837 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14901736.000000 Penalty: 3796.611816
	Iteration 24Q: 3 clusters Score -1.490174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117838 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14901743.000000 Penalty: 3796.611816
	Iteration 25Q: 3 clusters Score -1.490174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117842 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14901746.000000 Penalty: 3796.611816
	Iteration 26Q: 3 clusters Score -1.490175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14901757.000000 Penalty: 3796.611816
	Iteration 27Q: 3 clusters Score -1.490176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -14901753.000000 Penalty: 3796.611816
	Iteration 28Q: 3 clusters Score -1.490175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14901745.000000 Penalty: 3796.611816
	Iteration 29Q: 3 clusters Score -1.490174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14901750.000000 Penalty: 3796.611816
	Iteration 30Q: 3 clusters Score -1.490175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14901754.000000 Penalty: 3796.611816
	Iteration 31Q: 3 clusters Score -1.490175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14901754.000000 Penalty: 3796.611816
	Iteration 32Q: 3 clusters Score -1.490175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14901762.000000 Penalty: 3796.611816
	Iteration 33Q: 3 clusters Score -1.490176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14901770.000000 Penalty: 3796.611816
	Iteration 34Q: 3 clusters Score -1.490177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14901776.000000 Penalty: 3796.611816
	Iteration 35Q: 3 clusters Score -1.490178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14901770.000000 Penalty: 3796.611816
	Iteration 36Q: 3 clusters Score -1.490177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14901768.000000 Penalty: 3796.611816
	Iteration 37Q: 3 clusters Score -1.490177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14901763.000000 Penalty: 3796.611816
	Iteration 38Q: 3 clusters Score -1.490176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14901762.000000 Penalty: 3796.611816
	Iteration 39Q: 3 clusters Score -1.490176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14901762.000000 Penalty: 3796.611816
	Iteration 40F: 3 clusters Score -1.490176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -14901769.000000 Penalty: 3796.611816
	Iteration 41Q: 3 clusters Score -1.490177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -14901773.000000 Penalty: 3796.611816
	Iteration 42Q: 3 clusters Score -1.490177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14901764.000000 Penalty: 3796.611816
	Iteration 43Q: 3 clusters Score -1.490176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14901771.000000 Penalty: 3796.611816
	Iteration 44Q: 3 clusters Score -1.490177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14901777.000000 Penalty: 3796.611816
	Iteration 45Q: 3 clusters Score -1.490178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -14901773.000000 Penalty: 3796.611816
	Iteration 46Q: 3 clusters Score -1.490177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14901779.000000 Penalty: 3796.611816
	Iteration 47Q: 3 clusters Score -1.490178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14901779.000000 Penalty: 3796.611816
	Iteration 48Q: 3 clusters Score -1.490178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14901786.000000 Penalty: 3796.611816
	Iteration 49Q: 3 clusters Score -1.490179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -14901786.000000 Penalty: 3796.611816
	Iteration 50Q: 3 clusters Score -1.490179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -14901786.000000 Penalty: 3796.611816
	Iteration 51F: 3 clusters Score -1.490179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Entering Unmasked Estep 
Score: -13836853.000000 Penalty: 1886.243652
	Iteration 0F: 2 clusters Score -1.383685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -13765288.000000 Penalty: 3772.487305
	Iteration 0F: 3 clusters Score -1.376529e+07 nChanged 52652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -13796958.000000 Penalty: 3772.487305
	Iteration 1F: 3 clusters Score -1.379696e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -13799078.000000 Penalty: 3772.487305
	Iteration 2Q: 3 clusters Score -1.379908e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -13802282.000000 Penalty: 3772.487305
	Iteration 3F: 3 clusters Score -1.380228e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -13806741.000000 Penalty: 3772.487305
	Iteration 4F: 3 clusters Score -1.380674e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -13811902.000000 Penalty: 3772.487305
	Iteration 5F: 3 clusters Score -1.38119e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -13816470.000000 Penalty: 3772.487305
	Iteration 6F: 3 clusters Score -1.381647e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -13820481.000000 Penalty: 3772.487305
	Iteration 7F: 3 clusters Score -1.382048e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -13823644.000000 Penalty: 3772.487305
	Iteration 8Q: 3 clusters Score -1.382364e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -13826381.000000 Penalty: 3772.487305
	Iteration 9Q: 3 clusters Score -1.382638e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -13828714.000000 Penalty: 3772.487305
	Iteration 10Q: 3 clusters Score -1.382871e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -13830596.000000 Penalty: 3772.487305
	Iteration 11Q: 3 clusters Score -1.38306e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -13831897.000000 Penalty: 3772.487305
	Iteration 12Q: 3 clusters Score -1.38319e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -13832753.000000 Penalty: 3772.487305
	Iteration 13Q: 3 clusters Score -1.383275e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -13833487.000000 Penalty: 3772.487305
	Iteration 14Q: 3 clusters Score -1.383349e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -13834016.000000 Penalty: 3772.487305
	Iteration 15Q: 3 clusters Score -1.383402e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -13834389.000000 Penalty: 3772.487305
	Iteration 16Q: 3 clusters Score -1.383439e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -13834658.000000 Penalty: 3772.487305
	Iteration 17Q: 3 clusters Score -1.383466e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -13834845.000000 Penalty: 3772.487305
	Iteration 18Q: 3 clusters Score -1.383484e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 107105 members 
Entering Unmasked Estep 
Score: -13834960.000000 Penalty: 3772.487305
	Iteration 19Q: 3 clusters Score -1.383496e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -13834994.000000 Penalty: 3772.487305
	Iteration 20F: 3 clusters Score -1.383499e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 107580 members 
Entering Unmasked Estep 
Score: -13835035.000000 Penalty: 3772.487305
	Iteration 21Q: 3 clusters Score -1.383504e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -13835109.000000 Penalty: 3772.487305
	Iteration 22Q: 3 clusters Score -1.383511e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 107887 members 
Entering Unmasked Estep 
Score: -13835135.000000 Penalty: 3772.487305
	Iteration 23Q: 3 clusters Score -1.383514e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -13835171.000000 Penalty: 3772.487305
	Iteration 24Q: 3 clusters Score -1.383517e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 108082 members 
Entering Unmasked Estep 
Score: -13835196.000000 Penalty: 3772.487305
	Iteration 25Q: 3 clusters Score -1.38352e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -13835229.000000 Penalty: 3772.487305
	Iteration 26Q: 3 clusters Score -1.383523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -13835250.000000 Penalty: 3772.487305
	Iteration 27Q: 3 clusters Score -1.383525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -13835247.000000 Penalty: 3772.487305
	Iteration 28Q: 3 clusters Score -1.383525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -13835229.000000 Penalty: 3772.487305
	Iteration 29Q: 3 clusters Score -1.383523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 108306 members 
Entering Unmasked Estep 
Score: -13835253.000000 Penalty: 3772.487305
	Iteration 30Q: 3 clusters Score -1.383525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -13835248.000000 Penalty: 3772.487305
	Iteration 31Q: 3 clusters Score -1.383525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -13835250.000000 Penalty: 3772.487305
	Iteration 32Q: 3 clusters Score -1.383525e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -13835268.000000 Penalty: 3772.487305
	Iteration 33Q: 3 clusters Score -1.383527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -13835255.000000 Penalty: 3772.487305
	Iteration 34Q: 3 clusters Score -1.383526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -13835247.000000 Penalty: 3772.487305
	Iteration 35Q: 3 clusters Score -1.383525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -13835256.000000 Penalty: 3772.487305
	Iteration 36Q: 3 clusters Score -1.383526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -13835272.000000 Penalty: 3772.487305
	Iteration 37Q: 3 clusters Score -1.383527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 108526 members 
Entering Unmasked Estep 
Score: -13835274.000000 Penalty: 3772.487305
	Iteration 38Q: 3 clusters Score -1.383527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -13835282.000000 Penalty: 3772.487305
	Iteration 39Q: 3 clusters Score -1.383528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -13835305.000000 Penalty: 3772.487305
	Iteration 40F: 3 clusters Score -1.38353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 108606 members 
Entering Unmasked Estep 
Score: -13835300.000000 Penalty: 3772.487305
	Iteration 41Q: 3 clusters Score -1.38353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -13835298.000000 Penalty: 3772.487305
	Iteration 42Q: 3 clusters Score -1.38353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -13835284.000000 Penalty: 3772.487305
	Iteration 43Q: 3 clusters Score -1.383528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 108661 members 
Entering Unmasked Estep 
Score: -13835273.000000 Penalty: 3772.487305
	Iteration 44Q: 3 clusters Score -1.383527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 108681 members 
Entering Unmasked Estep 
Score: -13835297.000000 Penalty: 3772.487305
	Iteration 45Q: 3 clusters Score -1.38353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -13835312.000000 Penalty: 3772.487305
	Iteration 46Q: 3 clusters Score -1.383531e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -13835321.000000 Penalty: 3772.487305
	Iteration 47Q: 3 clusters Score -1.383532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -13835321.000000 Penalty: 3772.487305
	Iteration 48Q: 3 clusters Score -1.383532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -13835337.000000 Penalty: 3772.487305
	Iteration 49Q: 3 clusters Score -1.383534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -13835336.000000 Penalty: 3772.487305
	Iteration 50Q: 3 clusters Score -1.383534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -13835340.000000 Penalty: 3772.487305
	Iteration 51Q: 3 clusters Score -1.383534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 108790 members 
Entering Unmasked Estep 
Score: -13835333.000000 Penalty: 3772.487305
	Iteration 52Q: 3 clusters Score -1.383533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -13835329.000000 Penalty: 3772.487305
	Iteration 53Q: 3 clusters Score -1.383533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -13835332.000000 Penalty: 3772.487305
	Iteration 54Q: 3 clusters Score -1.383533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -13835345.000000 Penalty: 3772.487305
	Iteration 55Q: 3 clusters Score -1.383534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -13835349.000000 Penalty: 3772.487305
	Iteration 56Q: 3 clusters Score -1.383535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -13835350.000000 Penalty: 3772.487305
	Iteration 57Q: 3 clusters Score -1.383535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 108811 members 
Entering Unmasked Estep 
Score: -13835344.000000 Penalty: 3772.487305
	Iteration 58Q: 3 clusters Score -1.383534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -13835333.000000 Penalty: 3772.487305
	Iteration 59Q: 3 clusters Score -1.383533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 108828 members 
Entering Unmasked Estep 
Score: -13835338.000000 Penalty: 3772.487305
	Iteration 60F: 3 clusters Score -1.383534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -13835336.000000 Penalty: 3772.487305
	Iteration 61Q: 3 clusters Score -1.383534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -13835339.000000 Penalty: 3772.487305
	Iteration 62Q: 3 clusters Score -1.383534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -13835334.000000 Penalty: 3772.487305
	Iteration 63Q: 3 clusters Score -1.383533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -13835336.000000 Penalty: 3772.487305
	Iteration 64Q: 3 clusters Score -1.383534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -13835328.000000 Penalty: 3772.487305
	Iteration 65Q: 3 clusters Score -1.383533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 108864 members 
Entering Unmasked Estep 
Score: -13835328.000000 Penalty: 3772.487305
	Iteration 66Q: 3 clusters Score -1.383533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 108870 members 
Entering Unmasked Estep 
Score: -13835331.000000 Penalty: 3772.487305
	Iteration 67Q: 3 clusters Score -1.383533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 108876 members 
Entering Unmasked Estep 
Score: -13835340.000000 Penalty: 3772.487305
	Iteration 68Q: 3 clusters Score -1.383534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 108880 members 
Entering Unmasked Estep 
Score: -13835344.000000 Penalty: 3772.487305
	Iteration 69Q: 3 clusters Score -1.383534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -13835346.000000 Penalty: 3772.487305
	Iteration 70Q: 3 clusters Score -1.383535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 108886 members 
Entering Unmasked Estep 
Score: -13835354.000000 Penalty: 3772.487305
	Iteration 71Q: 3 clusters Score -1.383535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -13835351.000000 Penalty: 3772.487305
	Iteration 72Q: 3 clusters Score -1.383535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -13835351.000000 Penalty: 3772.487305
	Iteration 73F: 3 clusters Score -1.383535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (117697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Entering Unmasked Estep 
Score: -14938906.000000 Penalty: 1897.328735
	Iteration 0F: 2 clusters Score -1.493891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -14865489.000000 Penalty: 3794.657471
	Iteration 0F: 3 clusters Score -1.486549e+07 nChanged 56637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -14898163.000000 Penalty: 3794.657471
	Iteration 1F: 3 clusters Score -1.489816e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -14898828.000000 Penalty: 3794.657471
	Iteration 2Q: 3 clusters Score -1.489883e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -14899772.000000 Penalty: 3794.657471
	Iteration 3Q: 3 clusters Score -1.489977e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -14900960.000000 Penalty: 3794.657471
	Iteration 4Q: 3 clusters Score -1.490096e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -14902819.000000 Penalty: 3794.657471
	Iteration 5Q: 3 clusters Score -1.490282e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -14905282.000000 Penalty: 3794.657471
	Iteration 6Q: 3 clusters Score -1.490528e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -14909191.000000 Penalty: 3794.657471
	Iteration 7F: 3 clusters Score -1.490919e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -14913948.000000 Penalty: 3794.657471
	Iteration 8F: 3 clusters Score -1.491395e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -14919124.000000 Penalty: 3794.657471
	Iteration 9F: 3 clusters Score -1.491912e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -14922880.000000 Penalty: 3794.657471
	Iteration 10F: 3 clusters Score -1.492288e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -14924418.000000 Penalty: 3794.657471
	Iteration 11Q: 3 clusters Score -1.492442e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -14925009.000000 Penalty: 3794.657471
	Iteration 12Q: 3 clusters Score -1.492501e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -14925340.000000 Penalty: 3794.657471
	Iteration 13Q: 3 clusters Score -1.492534e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -14925646.000000 Penalty: 3794.657471
	Iteration 14Q: 3 clusters Score -1.492565e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -14925973.000000 Penalty: 3794.657471
	Iteration 15Q: 3 clusters Score -1.492597e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -14926233.000000 Penalty: 3794.657471
	Iteration 16Q: 3 clusters Score -1.492623e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -14926488.000000 Penalty: 3794.657471
	Iteration 17Q: 3 clusters Score -1.492649e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -14926683.000000 Penalty: 3794.657471
	Iteration 18Q: 3 clusters Score -1.492668e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -14926911.000000 Penalty: 3794.657471
	Iteration 19Q: 3 clusters Score -1.492691e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -14927128.000000 Penalty: 3794.657471
	Iteration 20F: 3 clusters Score -1.492713e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -14927305.000000 Penalty: 3794.657471
	Iteration 21Q: 3 clusters Score -1.49273e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -14927531.000000 Penalty: 3794.657471
	Iteration 22Q: 3 clusters Score -1.492753e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -14927742.000000 Penalty: 3794.657471
	Iteration 23Q: 3 clusters Score -1.492774e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -14927879.000000 Penalty: 3794.657471
	Iteration 24Q: 3 clusters Score -1.492788e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -14927973.000000 Penalty: 3794.657471
	Iteration 25Q: 3 clusters Score -1.492797e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -14928123.000000 Penalty: 3794.657471
	Iteration 26Q: 3 clusters Score -1.492812e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -14928271.000000 Penalty: 3794.657471
	Iteration 27Q: 3 clusters Score -1.492827e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -14928401.000000 Penalty: 3794.657471
	Iteration 28Q: 3 clusters Score -1.49284e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -14928485.000000 Penalty: 3794.657471
	Iteration 29Q: 3 clusters Score -1.492848e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -14928653.000000 Penalty: 3794.657471
	Iteration 30Q: 3 clusters Score -1.492865e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -14928841.000000 Penalty: 3794.657471
	Iteration 31Q: 3 clusters Score -1.492884e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -14929032.000000 Penalty: 3794.657471
	Iteration 32Q: 3 clusters Score -1.492903e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -14929197.000000 Penalty: 3794.657471
	Iteration 33Q: 3 clusters Score -1.49292e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -14929375.000000 Penalty: 3794.657471
	Iteration 34Q: 3 clusters Score -1.492938e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -14929573.000000 Penalty: 3794.657471
	Iteration 35Q: 3 clusters Score -1.492957e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -14929729.000000 Penalty: 3794.657471
	Iteration 36Q: 3 clusters Score -1.492973e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -14929839.000000 Penalty: 3794.657471
	Iteration 37Q: 3 clusters Score -1.492984e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -14929980.000000 Penalty: 3794.657471
	Iteration 38Q: 3 clusters Score -1.492998e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -14930080.000000 Penalty: 3794.657471
	Iteration 39Q: 3 clusters Score -1.493008e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -14930177.000000 Penalty: 3794.657471
	Iteration 40F: 3 clusters Score -1.493018e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -14930283.000000 Penalty: 3794.657471
	Iteration 41Q: 3 clusters Score -1.493028e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -14930295.000000 Penalty: 3794.657471
	Iteration 42Q: 3 clusters Score -1.49303e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -14930419.000000 Penalty: 3794.657471
	Iteration 43Q: 3 clusters Score -1.493042e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -14930443.000000 Penalty: 3794.657471
	Iteration 44Q: 3 clusters Score -1.493044e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -14930520.000000 Penalty: 3794.657471
	Iteration 45Q: 3 clusters Score -1.493052e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -14930578.000000 Penalty: 3794.657471
	Iteration 46Q: 3 clusters Score -1.493058e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -14930663.000000 Penalty: 3794.657471
	Iteration 47Q: 3 clusters Score -1.493066e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -14930711.000000 Penalty: 3794.657471
	Iteration 48Q: 3 clusters Score -1.493071e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -14930725.000000 Penalty: 3794.657471
	Iteration 49Q: 3 clusters Score -1.493072e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -14930716.000000 Penalty: 3794.657471
	Iteration 50Q: 3 clusters Score -1.493072e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -14930790.000000 Penalty: 3794.657471
	Iteration 51Q: 3 clusters Score -1.493079e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -14930744.000000 Penalty: 3794.657471
	Iteration 52Q: 3 clusters Score -1.493074e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -14930855.000000 Penalty: 3794.657471
	Iteration 53Q: 3 clusters Score -1.493086e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -14930866.000000 Penalty: 3794.657471
	Iteration 54Q: 3 clusters Score -1.493087e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -14930965.000000 Penalty: 3794.657471
	Iteration 55Q: 3 clusters Score -1.493096e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -14931059.000000 Penalty: 3794.657471
	Iteration 56Q: 3 clusters Score -1.493106e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -14931077.000000 Penalty: 3794.657471
	Iteration 57Q: 3 clusters Score -1.493108e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -14931243.000000 Penalty: 3794.657471
	Iteration 58Q: 3 clusters Score -1.493124e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -14931386.000000 Penalty: 3794.657471
	Iteration 59Q: 3 clusters Score -1.493139e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -14931644.000000 Penalty: 3794.657471
	Iteration 60F: 3 clusters Score -1.493164e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -14931904.000000 Penalty: 3794.657471
	Iteration 61Q: 3 clusters Score -1.49319e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -14932226.000000 Penalty: 3794.657471
	Iteration 62Q: 3 clusters Score -1.493223e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -14932710.000000 Penalty: 3794.657471
	Iteration 63Q: 3 clusters Score -1.493271e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -14933307.000000 Penalty: 3794.657471
	Iteration 64Q: 3 clusters Score -1.493331e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -14934171.000000 Penalty: 3794.657471
	Iteration 65Q: 3 clusters Score -1.493417e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -14935298.000000 Penalty: 3794.657471
	Iteration 66Q: 3 clusters Score -1.49353e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -14936114.000000 Penalty: 3794.657471
	Iteration 67Q: 3 clusters Score -1.493611e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -14936647.000000 Penalty: 3794.657471
	Iteration 68Q: 3 clusters Score -1.493665e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -14937089.000000 Penalty: 3794.657471
	Iteration 69Q: 3 clusters Score -1.493709e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -14937356.000000 Penalty: 3794.657471
	Iteration 70Q: 3 clusters Score -1.493736e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -14937529.000000 Penalty: 3794.657471
	Iteration 71Q: 3 clusters Score -1.493753e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -14937689.000000 Penalty: 3794.657471
	Iteration 72Q: 3 clusters Score -1.493769e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -14937796.000000 Penalty: 3794.657471
	Iteration 73Q: 3 clusters Score -1.49378e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111592 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -14937825.000000 Penalty: 3794.657471
	Iteration 74Q: 3 clusters Score -1.493782e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -14937822.000000 Penalty: 3794.657471
	Iteration 75Q: 3 clusters Score -1.493782e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112626 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -14937786.000000 Penalty: 3794.657471
	Iteration 76Q: 3 clusters Score -1.493779e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -14937830.000000 Penalty: 3794.657471
	Iteration 77Q: 3 clusters Score -1.493783e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113370 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -14937890.000000 Penalty: 3794.657471
	Iteration 78Q: 3 clusters Score -1.493789e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113685 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -14937863.000000 Penalty: 3794.657471
	Iteration 79Q: 3 clusters Score -1.493786e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -14937851.000000 Penalty: 3794.657471
	Iteration 80F: 3 clusters Score -1.493785e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114216 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -14937871.000000 Penalty: 3794.657471
	Iteration 81Q: 3 clusters Score -1.493787e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114408 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -14937887.000000 Penalty: 3794.657471
	Iteration 82Q: 3 clusters Score -1.493789e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14937921.000000 Penalty: 3794.657471
	Iteration 83Q: 3 clusters Score -1.493792e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -14937923.000000 Penalty: 3794.657471
	Iteration 84Q: 3 clusters Score -1.493792e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14937955.000000 Penalty: 3794.657471
	Iteration 85Q: 3 clusters Score -1.493796e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -14937933.000000 Penalty: 3794.657471
	Iteration 86Q: 3 clusters Score -1.493793e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -14937935.000000 Penalty: 3794.657471
	Iteration 87Q: 3 clusters Score -1.493794e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115048 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -14937908.000000 Penalty: 3794.657471
	Iteration 88Q: 3 clusters Score -1.493791e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -14937902.000000 Penalty: 3794.657471
	Iteration 89Q: 3 clusters Score -1.49379e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -14937921.000000 Penalty: 3794.657471
	Iteration 90Q: 3 clusters Score -1.493792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115186 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -14937909.000000 Penalty: 3794.657471
	Iteration 91Q: 3 clusters Score -1.493791e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14937894.000000 Penalty: 3794.657471
	Iteration 92Q: 3 clusters Score -1.493789e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -14937902.000000 Penalty: 3794.657471
	Iteration 93Q: 3 clusters Score -1.49379e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -14937922.000000 Penalty: 3794.657471
	Iteration 94Q: 3 clusters Score -1.493792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115331 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -14937920.000000 Penalty: 3794.657471
	Iteration 95Q: 3 clusters Score -1.493792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14937919.000000 Penalty: 3794.657471
	Iteration 96Q: 3 clusters Score -1.493792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115370 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -14937898.000000 Penalty: 3794.657471
	Iteration 97Q: 3 clusters Score -1.49379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -14937881.000000 Penalty: 3794.657471
	Iteration 98Q: 3 clusters Score -1.493788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115392 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -14937872.000000 Penalty: 3794.657471
	Iteration 99Q: 3 clusters Score -1.493787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14937884.000000 Penalty: 3794.657471
	Iteration 100F: 3 clusters Score -1.493788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115418 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -14937879.000000 Penalty: 3794.657471
	Iteration 101Q: 3 clusters Score -1.493788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -14937875.000000 Penalty: 3794.657471
	Iteration 102Q: 3 clusters Score -1.493788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -14937876.000000 Penalty: 3794.657471
	Iteration 103Q: 3 clusters Score -1.493788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -14937894.000000 Penalty: 3794.657471
	Iteration 104Q: 3 clusters Score -1.493789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -14937892.000000 Penalty: 3794.657471
	Iteration 105Q: 3 clusters Score -1.493789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115517 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -14937886.000000 Penalty: 3794.657471
	Iteration 106Q: 3 clusters Score -1.493789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -14937870.000000 Penalty: 3794.657471
	Iteration 107Q: 3 clusters Score -1.493787e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115566 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -14937869.000000 Penalty: 3794.657471
	Iteration 108Q: 3 clusters Score -1.493787e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -14937869.000000 Penalty: 3794.657471
	Iteration 109Q: 3 clusters Score -1.493787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115608 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -14937865.000000 Penalty: 3794.657471
	Iteration 110Q: 3 clusters Score -1.493786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14937852.000000 Penalty: 3794.657471
	Iteration 111Q: 3 clusters Score -1.493785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115640 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14937855.000000 Penalty: 3794.657471
	Iteration 112Q: 3 clusters Score -1.493786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115658 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -14937862.000000 Penalty: 3794.657471
	Iteration 113Q: 3 clusters Score -1.493786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -14937862.000000 Penalty: 3794.657471
	Iteration 114Q: 3 clusters Score -1.493786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115668 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -14937869.000000 Penalty: 3794.657471
	Iteration 115Q: 3 clusters Score -1.493787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -14937876.000000 Penalty: 3794.657471
	Iteration 116Q: 3 clusters Score -1.493788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -14937860.000000 Penalty: 3794.657471
	Iteration 117Q: 3 clusters Score -1.493786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14937859.000000 Penalty: 3794.657471
	Iteration 118Q: 3 clusters Score -1.493786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14937850.000000 Penalty: 3794.657471
	Iteration 119Q: 3 clusters Score -1.493785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115706 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -14937861.000000 Penalty: 3794.657471
	Iteration 120F: 3 clusters Score -1.493786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -14937880.000000 Penalty: 3794.657471
	Iteration 121Q: 3 clusters Score -1.493788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14937896.000000 Penalty: 3794.657471
	Iteration 122Q: 3 clusters Score -1.49379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -14937897.000000 Penalty: 3794.657471
	Iteration 123Q: 3 clusters Score -1.49379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115733 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -14937893.000000 Penalty: 3794.657471
	Iteration 124Q: 3 clusters Score -1.493789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -14937878.000000 Penalty: 3794.657471
	Iteration 125Q: 3 clusters Score -1.493788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -14937871.000000 Penalty: 3794.657471
	Iteration 126Q: 3 clusters Score -1.493787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14937878.000000 Penalty: 3794.657471
	Iteration 127Q: 3 clusters Score -1.493788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -14937870.000000 Penalty: 3794.657471
	Iteration 128Q: 3 clusters Score -1.493787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115756 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -14937864.000000 Penalty: 3794.657471
	Iteration 129Q: 3 clusters Score -1.493786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115760 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -14937866.000000 Penalty: 3794.657471
	Iteration 130Q: 3 clusters Score -1.493787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115763 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14937856.000000 Penalty: 3794.657471
	Iteration 131Q: 3 clusters Score -1.493786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14937857.000000 Penalty: 3794.657471
	Iteration 132Q: 3 clusters Score -1.493786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115761 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -14937862.000000 Penalty: 3794.657471
	Iteration 133Q: 3 clusters Score -1.493786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14937861.000000 Penalty: 3794.657471
	Iteration 134Q: 3 clusters Score -1.493786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14937861.000000 Penalty: 3794.657471
	Iteration 135F: 3 clusters Score -1.493786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -845747.062500 Penalty: 1447.222900
	Iteration 0F: 2 clusters Score -845747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -840301.437500 Penalty: 2894.445801
	Iteration 0F: 3 clusters Score -840301.4 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -842113.875000 Penalty: 2894.445801
	Iteration 1F: 3 clusters Score -842113.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -842396.875000 Penalty: 2894.445801
	Iteration 2F: 3 clusters Score -842396.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -842635.250000 Penalty: 2894.445801
	Iteration 3F: 3 clusters Score -842635.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -842872.687500 Penalty: 2894.445801
	Iteration 4F: 3 clusters Score -842872.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -843188.500000 Penalty: 2894.445801
	Iteration 5F: 3 clusters Score -843188.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -843534.750000 Penalty: 2894.445801
	Iteration 6F: 3 clusters Score -843534.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -843892.000000 Penalty: 2894.445801
	Iteration 7F: 3 clusters Score -843892 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -844185.125000 Penalty: 2894.445801
	Iteration 8F: 3 clusters Score -844185.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -844421.750000 Penalty: 2894.445801
	Iteration 9Q: 3 clusters Score -844421.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -844613.187500 Penalty: 2894.445801
	Iteration 10Q: 3 clusters Score -844613.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -844739.562500 Penalty: 2894.445801
	Iteration 11Q: 3 clusters Score -844739.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -844822.687500 Penalty: 2894.445801
	Iteration 12Q: 3 clusters Score -844822.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -844865.187500 Penalty: 2894.445801
	Iteration 13Q: 3 clusters Score -844865.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -844896.250000 Penalty: 2894.445801
	Iteration 14Q: 3 clusters Score -844896.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -844916.562500 Penalty: 2894.445801
	Iteration 15Q: 3 clusters Score -844916.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -844928.437500 Penalty: 2894.445801
	Iteration 16Q: 3 clusters Score -844928.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -844937.375000 Penalty: 2894.445801
	Iteration 17Q: 3 clusters Score -844937.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -844948.125000 Penalty: 2894.445801
	Iteration 18Q: 3 clusters Score -844948.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -844958.937500 Penalty: 2894.445801
	Iteration 19Q: 3 clusters Score -844958.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -844964.625000 Penalty: 2894.445801
	Iteration 20F: 3 clusters Score -844964.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -844975.562500 Penalty: 2894.445801
	Iteration 21Q: 3 clusters Score -844975.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -844985.312500 Penalty: 2894.445801
	Iteration 22Q: 3 clusters Score -844985.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -844995.125000 Penalty: 2894.445801
	Iteration 23Q: 3 clusters Score -844995.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -845005.375000 Penalty: 2894.445801
	Iteration 24Q: 3 clusters Score -845005.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -845018.500000 Penalty: 2894.445801
	Iteration 25Q: 3 clusters Score -845018.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -845029.187500 Penalty: 2894.445801
	Iteration 26Q: 3 clusters Score -845029.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -845039.625000 Penalty: 2894.445801
	Iteration 27Q: 3 clusters Score -845039.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -845046.187500 Penalty: 2894.445801
	Iteration 28Q: 3 clusters Score -845046.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -845050.250000 Penalty: 2894.445801
	Iteration 29Q: 3 clusters Score -845050.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -845058.000000 Penalty: 2894.445801
	Iteration 30Q: 3 clusters Score -845058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -845061.875000 Penalty: 2894.445801
	Iteration 31Q: 3 clusters Score -845061.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -845068.062500 Penalty: 2894.445801
	Iteration 32Q: 3 clusters Score -845068.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -845073.625000 Penalty: 2894.445801
	Iteration 33Q: 3 clusters Score -845073.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -845075.937500 Penalty: 2894.445801
	Iteration 34Q: 3 clusters Score -845075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -845077.062500 Penalty: 2894.445801
	Iteration 35Q: 3 clusters Score -845077.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -845078.250000 Penalty: 2894.445801
	Iteration 36Q: 3 clusters Score -845078.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -845084.187500 Penalty: 2894.445801
	Iteration 37Q: 3 clusters Score -845084.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -845086.375000 Penalty: 2894.445801
	Iteration 38Q: 3 clusters Score -845086.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -845088.687500 Penalty: 2894.445801
	Iteration 39Q: 3 clusters Score -845088.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -845095.187500 Penalty: 2894.445801
	Iteration 40F: 3 clusters Score -845095.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -845099.062500 Penalty: 2894.445801
	Iteration 41Q: 3 clusters Score -845099.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -845099.687500 Penalty: 2894.445801
	Iteration 42Q: 3 clusters Score -845099.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -845103.937500 Penalty: 2894.445801
	Iteration 43Q: 3 clusters Score -845103.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -845110.500000 Penalty: 2894.445801
	Iteration 44Q: 3 clusters Score -845110.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -845111.937500 Penalty: 2894.445801
	Iteration 45Q: 3 clusters Score -845111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -845113.312500 Penalty: 2894.445801
	Iteration 46Q: 3 clusters Score -845113.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -845116.437500 Penalty: 2894.445801
	Iteration 47Q: 3 clusters Score -845116.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -845118.312500 Penalty: 2894.445801
	Iteration 48Q: 3 clusters Score -845118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -845117.187500 Penalty: 2894.445801
	Iteration 49Q: 3 clusters Score -845117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -845117.437500 Penalty: 2894.445801
	Iteration 50Q: 3 clusters Score -845117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -845117.062500 Penalty: 2894.445801
	Iteration 51Q: 3 clusters Score -845117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -845117.875000 Penalty: 2894.445801
	Iteration 52Q: 3 clusters Score -845117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -845118.250000 Penalty: 2894.445801
	Iteration 53Q: 3 clusters Score -845118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -845121.000000 Penalty: 2894.445801
	Iteration 54Q: 3 clusters Score -845121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -845120.937500 Penalty: 2894.445801
	Iteration 55Q: 3 clusters Score -845120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -845124.062500 Penalty: 2894.445801
	Iteration 56Q: 3 clusters Score -845124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -845126.687500 Penalty: 2894.445801
	Iteration 57Q: 3 clusters Score -845126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -845127.625000 Penalty: 2894.445801
	Iteration 58Q: 3 clusters Score -845127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -845130.062500 Penalty: 2894.445801
	Iteration 59Q: 3 clusters Score -845130.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -845133.562500 Penalty: 2894.445801
	Iteration 60F: 3 clusters Score -845133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -845136.250000 Penalty: 2894.445801
	Iteration 61Q: 3 clusters Score -845136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -845139.625000 Penalty: 2894.445801
	Iteration 62Q: 3 clusters Score -845139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -845138.250000 Penalty: 2894.445801
	Iteration 63Q: 3 clusters Score -845138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -845140.437500 Penalty: 2894.445801
	Iteration 64Q: 3 clusters Score -845140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -845142.000000 Penalty: 2894.445801
	Iteration 65Q: 3 clusters Score -845142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -845142.437500 Penalty: 2894.445801
	Iteration 66Q: 3 clusters Score -845142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -845143.812500 Penalty: 2894.445801
	Iteration 67Q: 3 clusters Score -845143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -845144.000000 Penalty: 2894.445801
	Iteration 68Q: 3 clusters Score -845144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -845144.000000 Penalty: 2894.445801
	Iteration 69F: 3 clusters Score -845144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Entering Unmasked Estep 
Score: -1034068.562500 Penalty: 1471.413940
	Iteration 0F: 2 clusters Score -1034069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1027815.062500 Penalty: 2942.827881
	Iteration 0F: 3 clusters Score -1027815 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1029803.937500 Penalty: 2942.827881
	Iteration 1F: 3 clusters Score -1029804 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1030050.562500 Penalty: 2942.827881
	Iteration 2F: 3 clusters Score -1030051 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1030241.125000 Penalty: 2942.827881
	Iteration 3F: 3 clusters Score -1030241 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1030381.250000 Penalty: 2942.827881
	Iteration 4Q: 3 clusters Score -1030381 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1030507.437500 Penalty: 2942.827881
	Iteration 5Q: 3 clusters Score -1030507 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1030638.000000 Penalty: 2942.827881
	Iteration 6Q: 3 clusters Score -1030638 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1030757.937500 Penalty: 2942.827881
	Iteration 7Q: 3 clusters Score -1030758 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1030875.500000 Penalty: 2942.827881
	Iteration 8Q: 3 clusters Score -1030876 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1031000.062500 Penalty: 2942.827881
	Iteration 9Q: 3 clusters Score -1031000 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1031108.812500 Penalty: 2942.827881
	Iteration 10Q: 3 clusters Score -1031109 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1031215.625000 Penalty: 2942.827881
	Iteration 11Q: 3 clusters Score -1031216 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1031340.562500 Penalty: 2942.827881
	Iteration 12Q: 3 clusters Score -1031341 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1031471.687500 Penalty: 2942.827881
	Iteration 13Q: 3 clusters Score -1031472 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1031598.562500 Penalty: 2942.827881
	Iteration 14Q: 3 clusters Score -1031599 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1031769.062500 Penalty: 2942.827881
	Iteration 15Q: 3 clusters Score -1031769 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1031965.312500 Penalty: 2942.827881
	Iteration 16Q: 3 clusters Score -1031965 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1032156.500000 Penalty: 2942.827881
	Iteration 17Q: 3 clusters Score -1032156 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1032309.750000 Penalty: 2942.827881
	Iteration 18Q: 3 clusters Score -1032310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1032430.875000 Penalty: 2942.827881
	Iteration 19Q: 3 clusters Score -1032431 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1032546.750000 Penalty: 2942.827881
	Iteration 20F: 3 clusters Score -1032547 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1032635.312500 Penalty: 2942.827881
	Iteration 21Q: 3 clusters Score -1032635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1032707.125000 Penalty: 2942.827881
	Iteration 22Q: 3 clusters Score -1032707 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1032768.500000 Penalty: 2942.827881
	Iteration 23Q: 3 clusters Score -1032768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1032817.437500 Penalty: 2942.827881
	Iteration 24Q: 3 clusters Score -1032817 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1032858.500000 Penalty: 2942.827881
	Iteration 25Q: 3 clusters Score -1032858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1032885.625000 Penalty: 2942.827881
	Iteration 26Q: 3 clusters Score -1032886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1032910.312500 Penalty: 2942.827881
	Iteration 27Q: 3 clusters Score -1032910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1032933.500000 Penalty: 2942.827881
	Iteration 28Q: 3 clusters Score -1032934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1032953.312500 Penalty: 2942.827881
	Iteration 29Q: 3 clusters Score -1032953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1032971.375000 Penalty: 2942.827881
	Iteration 30Q: 3 clusters Score -1032971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1032988.812500 Penalty: 2942.827881
	Iteration 31Q: 3 clusters Score -1032989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1033009.687500 Penalty: 2942.827881
	Iteration 32Q: 3 clusters Score -1033010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1033025.312500 Penalty: 2942.827881
	Iteration 33Q: 3 clusters Score -1033025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1033042.500000 Penalty: 2942.827881
	Iteration 34Q: 3 clusters Score -1033042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1033066.250000 Penalty: 2942.827881
	Iteration 35Q: 3 clusters Score -1033066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1033085.375000 Penalty: 2942.827881
	Iteration 36Q: 3 clusters Score -1033085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1033102.187500 Penalty: 2942.827881
	Iteration 37Q: 3 clusters Score -1033102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1033125.187500 Penalty: 2942.827881
	Iteration 38Q: 3 clusters Score -1033125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1033143.187500 Penalty: 2942.827881
	Iteration 39Q: 3 clusters Score -1033143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1033164.562500 Penalty: 2942.827881
	Iteration 40F: 3 clusters Score -1033165 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1033194.062500 Penalty: 2942.827881
	Iteration 41Q: 3 clusters Score -1033194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1033229.437500 Penalty: 2942.827881
	Iteration 42Q: 3 clusters Score -1033229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1033250.125000 Penalty: 2942.827881
	Iteration 43Q: 3 clusters Score -1033250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1033265.375000 Penalty: 2942.827881
	Iteration 44Q: 3 clusters Score -1033265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1033274.937500 Penalty: 2942.827881
	Iteration 45Q: 3 clusters Score -1033275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1033283.375000 Penalty: 2942.827881
	Iteration 46Q: 3 clusters Score -1033283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1033290.375000 Penalty: 2942.827881
	Iteration 47Q: 3 clusters Score -1033290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1033298.937500 Penalty: 2942.827881
	Iteration 48Q: 3 clusters Score -1033299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1033307.375000 Penalty: 2942.827881
	Iteration 49Q: 3 clusters Score -1033307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1033312.187500 Penalty: 2942.827881
	Iteration 50Q: 3 clusters Score -1033312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1033322.062500 Penalty: 2942.827881
	Iteration 51Q: 3 clusters Score -1033322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1033327.562500 Penalty: 2942.827881
	Iteration 52Q: 3 clusters Score -1033328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1033330.937500 Penalty: 2942.827881
	Iteration 53Q: 3 clusters Score -1033331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1033333.625000 Penalty: 2942.827881
	Iteration 54Q: 3 clusters Score -1033334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1033338.187500 Penalty: 2942.827881
	Iteration 55Q: 3 clusters Score -1033338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1033342.562500 Penalty: 2942.827881
	Iteration 56Q: 3 clusters Score -1033343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1033344.625000 Penalty: 2942.827881
	Iteration 57Q: 3 clusters Score -1033345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1033343.937500 Penalty: 2942.827881
	Iteration 58Q: 3 clusters Score -1033344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1033347.250000 Penalty: 2942.827881
	Iteration 59Q: 3 clusters Score -1033347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1033349.937500 Penalty: 2942.827881
	Iteration 60F: 3 clusters Score -1033350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1033350.437500 Penalty: 2942.827881
	Iteration 61Q: 3 clusters Score -1033350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1033350.875000 Penalty: 2942.827881
	Iteration 62Q: 3 clusters Score -1033351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1033351.375000 Penalty: 2942.827881
	Iteration 63Q: 3 clusters Score -1033351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1033351.375000 Penalty: 2942.827881
	Iteration 64F: 3 clusters Score -1033351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -113797.937500 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -113797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112395.585938 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -112395.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112796.937500 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -112796.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112974.976562 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -112975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113141.562500 Penalty: 2253.362549
	Iteration 3F: 3 clusters Score -113141.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113345.257812 Penalty: 2253.362549
	Iteration 4F: 3 clusters Score -113345.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113561.570312 Penalty: 2253.362549
	Iteration 5F: 3 clusters Score -113561.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113788.773438 Penalty: 2253.362549
	Iteration 6F: 3 clusters Score -113788.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113931.914062 Penalty: 2253.362549
	Iteration 7F: 3 clusters Score -113931.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114094.085938 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -114094.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114182.187500 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -114182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -114195.601562 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -114195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114199.789062 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -114199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -114201.570312 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -114201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -114201.570312 Penalty: 2253.362549
	Iteration 13F: 3 clusters Score -114201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 109936 members 
Mstep: Class 3 contains 117697 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124119 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118471 members 
Mstep: Class 21 contains 49779 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13806 members 
Mstep: Class 31 contains 50208 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 506 members 
Entering Unmasked Estep 
Score: -141712688.000000 Penalty: 83940.617188
Splitting cluster 6 changes total score from -141713568.000000 to -141712688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -146242.703125 Penalty: 1165.019409
	Iteration 0F: 2 clusters Score -146242.7 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 690 members 
Entering Unmasked Estep 
Score: -144630.281250 Penalty: 2330.038818
	Iteration 0F: 3 clusters Score -144630.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144979.703125 Penalty: 2330.038818
	Iteration 1F: 3 clusters Score -144979.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145138.140625 Penalty: 2330.038818
	Iteration 2F: 3 clusters Score -145138.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145257.203125 Penalty: 2330.038818
	Iteration 3F: 3 clusters Score -145257.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145399.140625 Penalty: 2330.038818
	Iteration 4F: 3 clusters Score -145399.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145523.375000 Penalty: 2330.038818
	Iteration 5F: 3 clusters Score -145523.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145635.921875 Penalty: 2330.038818
	Iteration 6F: 3 clusters Score -145635.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -145703.656250 Penalty: 2330.038818
	Iteration 7Q: 3 clusters Score -145703.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -145756.406250 Penalty: 2330.038818
	Iteration 8Q: 3 clusters Score -145756.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145811.703125 Penalty: 2330.038818
	Iteration 9Q: 3 clusters Score -145811.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145862.093750 Penalty: 2330.038818
	Iteration 10Q: 3 clusters Score -145862.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -145904.484375 Penalty: 2330.038818
	Iteration 11Q: 3 clusters Score -145904.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -145928.078125 Penalty: 2330.038818
	Iteration 12Q: 3 clusters Score -145928.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -145939.562500 Penalty: 2330.038818
	Iteration 13Q: 3 clusters Score -145939.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -145950.421875 Penalty: 2330.038818
	Iteration 14Q: 3 clusters Score -145950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -145957.546875 Penalty: 2330.038818
	Iteration 15Q: 3 clusters Score -145957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145962.781250 Penalty: 2330.038818
	Iteration 16Q: 3 clusters Score -145962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145965.281250 Penalty: 2330.038818
	Iteration 17Q: 3 clusters Score -145965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145965.578125 Penalty: 2330.038818
	Iteration 18Q: 3 clusters Score -145965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145965.578125 Penalty: 2330.038818
	Iteration 19F: 3 clusters Score -145965.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Entering Unmasked Estep 
Score: -1269306.125000 Penalty: 1501.562378
	Iteration 0F: 2 clusters Score -1269306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1261930.125000 Penalty: 3003.124756
	Iteration 0F: 3 clusters Score -1261930 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1264378.250000 Penalty: 3003.124756
	Iteration 1F: 3 clusters Score -1264378 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1264715.250000 Penalty: 3003.124756
	Iteration 2F: 3 clusters Score -1264715 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1265076.125000 Penalty: 3003.124756
	Iteration 3F: 3 clusters Score -1265076 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1265450.500000 Penalty: 3003.124756
	Iteration 4F: 3 clusters Score -1265450 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1265817.250000 Penalty: 3003.124756
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1266132 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1266754 nChanged 408
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Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1266981 nChanged 340
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Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1267147 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1267255 nChanged 220
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Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1267337 nChanged 182
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1267401 nChanged 144
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Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1267442 nChanged 132
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Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1267482 nChanged 124
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Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1267518 nChanged 83
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1267535 nChanged 66
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Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1267553 nChanged 64
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1267563 nChanged 51
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Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1267571 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1267582 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1267596 nChanged 52
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Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1267607 nChanged 68
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1267626 nChanged 78
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Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1267644 nChanged 70
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Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1267659 nChanged 55
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Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1267670 nChanged 42
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Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1267679 nChanged 42
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1267685 nChanged 40
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Mstep: Class 1 contains 2381 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1267696 nChanged 39
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Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1267703 nChanged 37
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Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1267712 nChanged 35
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Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1267722 nChanged 33
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Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1267731 nChanged 36
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Mstep: Class 1 contains 2225 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1267738 nChanged 41
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Mstep: Class 1 contains 2186 members 
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	Iteration 36Q: 3 clusters Score -1267746 nChanged 39
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Mstep: Class 1 contains 2149 members 
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	Iteration 37Q: 3 clusters Score -1267754 nChanged 50
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Mstep: Class 1 contains 2105 members 
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	Iteration 38Q: 3 clusters Score -1267767 nChanged 48
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Mstep: Class 1 contains 2061 members 
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	Iteration 39Q: 3 clusters Score -1267780 nChanged 48
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Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1267796 nChanged 42
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Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1267808 nChanged 38
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1267817 nChanged 46
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Mstep: Class 1 contains 1889 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1267832 nChanged 53
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Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1267850 nChanged 54
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Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8513 members 
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	Iteration 45Q: 3 clusters Score -1267864 nChanged 42
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Mstep: Class 1 contains 1752 members 
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	Iteration 46Q: 3 clusters Score -1267874 nChanged 30
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Mstep: Class 1 contains 1726 members 
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	Iteration 47Q: 3 clusters Score -1267881 nChanged 20
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Mstep: Class 1 contains 1706 members 
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	Iteration 48Q: 3 clusters Score -1267885 nChanged 25
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Mstep: Class 1 contains 1685 members 
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	Iteration 49Q: 3 clusters Score -1267888 nChanged 30
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Mstep: Class 1 contains 1657 members 
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	Iteration 50Q: 3 clusters Score -1267894 nChanged 25
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Mstep: Class 1 contains 1632 members 
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	Iteration 51Q: 3 clusters Score -1267898 nChanged 19
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Mstep: Class 1 contains 1617 members 
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	Iteration 52Q: 3 clusters Score -1267902 nChanged 20
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Mstep: Class 1 contains 1601 members 
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	Iteration 53Q: 3 clusters Score -1267908 nChanged 22
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Mstep: Class 1 contains 1579 members 
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	Iteration 54Q: 3 clusters Score -1267913 nChanged 23
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Mstep: Class 1 contains 1556 members 
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	Iteration 55Q: 3 clusters Score -1267921 nChanged 28
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Mstep: Class 1 contains 1528 members 
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	Iteration 56Q: 3 clusters Score -1267932 nChanged 26
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Mstep: Class 1 contains 1502 members 
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	Iteration 57Q: 3 clusters Score -1267938 nChanged 38
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Mstep: Class 1 contains 1466 members 
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	Iteration 58Q: 3 clusters Score -1267948 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1423 members 
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	Iteration 59Q: 3 clusters Score -1267967 nChanged 40
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Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8920 members 
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	Iteration 60F: 3 clusters Score -1267981 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8952 members 
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	Iteration 61Q: 3 clusters Score -1267990 nChanged 33
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Mstep: Class 1 contains 1322 members 
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	Iteration 62Q: 3 clusters Score -1267999 nChanged 29
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Mstep: Class 1 contains 1293 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1268005 nChanged 37
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Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9047 members 
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	Iteration 64Q: 3 clusters Score -1268019 nChanged 30
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Mstep: Class 1 contains 1234 members 
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	Iteration 65Q: 3 clusters Score -1268030 nChanged 27
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Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1268039 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1186 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1268044 nChanged 13
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Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1268046 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1268050 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1268054 nChanged 12
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Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1268056 nChanged 14
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Mstep: Class 1 contains 1118 members 
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	Iteration 72Q: 3 clusters Score -1268058 nChanged 11
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1268062 nChanged 11
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Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1268064 nChanged 10
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Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9215 members 
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	Iteration 75Q: 3 clusters Score -1268068 nChanged 4
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Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9217 members 
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	Iteration 76Q: 3 clusters Score -1268067 nChanged 5
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Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9222 members 
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	Iteration 77Q: 3 clusters Score -1268067 nChanged 9
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Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9229 members 
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	Iteration 78Q: 3 clusters Score -1268071 nChanged 8
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9237 members 
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	Iteration 79Q: 3 clusters Score -1268073 nChanged 9
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Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9246 members 
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	Iteration 80F: 3 clusters Score -1268074 nChanged 6
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1268075 nChanged 7
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Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1268077 nChanged 6
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	Iteration 83Q: 3 clusters Score -1268077 nChanged 7
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Mstep: Class 1 contains 1041 members 
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	Iteration 84Q: 3 clusters Score -1268079 nChanged 13
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	Iteration 85Q: 3 clusters Score -1268083 nChanged 15
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Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9292 members 
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	Iteration 86Q: 3 clusters Score -1268089 nChanged 11
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Mstep: Class 1 contains 1004 members 
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	Iteration 87Q: 3 clusters Score -1268089 nChanged 12
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Mstep: Class 1 contains 992 members 
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	Iteration 88Q: 3 clusters Score -1268097 nChanged 13
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Mstep: Class 1 contains 981 members 
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	Iteration 89Q: 3 clusters Score -1268098 nChanged 8
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Mstep: Class 2 contains 9330 members 
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	Iteration 90Q: 3 clusters Score -1268100 nChanged 9
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1268103 nChanged 10
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Mstep: Class 1 contains 960 members 
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	Iteration 92Q: 3 clusters Score -1268110 nChanged 10
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	Iteration 93Q: 3 clusters Score -1268116 nChanged 12
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	Iteration 94Q: 3 clusters Score -1268118 nChanged 9
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Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1268118 nChanged 7
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1268122 nChanged 11
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1268124 nChanged 8
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Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1268129 nChanged 6
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Entering Unmasked Estep 
Score: -1268128.125000 Penalty: 3003.124756
	Iteration 99Q: 3 clusters Score -1268128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1268128.750000 Penalty: 3003.124756
	Iteration 100F: 3 clusters Score -1268129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1268131.250000 Penalty: 3003.124756
	Iteration 101Q: 3 clusters Score -1268131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1268133.375000 Penalty: 3003.124756
	Iteration 102Q: 3 clusters Score -1268133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1268134.125000 Penalty: 3003.124756
	Iteration 103Q: 3 clusters Score -1268134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1268137.500000 Penalty: 3003.124756
	Iteration 104Q: 3 clusters Score -1268138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1268137.500000 Penalty: 3003.124756
	Iteration 105F: 3 clusters Score -1268138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Entering Unmasked Estep 
Score: -1732593.000000 Penalty: 1552.778564
	Iteration 0F: 2 clusters Score -1732593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1722803.000000 Penalty: 3105.557129
	Iteration 0F: 3 clusters Score -1722803 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1726206.250000 Penalty: 3105.557129
	Iteration 1F: 3 clusters Score -1726206 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1726663.125000 Penalty: 3105.557129
	Iteration 2F: 3 clusters Score -1726663 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1727180.625000 Penalty: 3105.557129
	Iteration 3F: 3 clusters Score -1727181 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1727711.375000 Penalty: 3105.557129
	Iteration 4F: 3 clusters Score -1727711 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1728219.250000 Penalty: 3105.557129
	Iteration 5F: 3 clusters Score -1728219 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1728678.250000 Penalty: 3105.557129
	Iteration 6F: 3 clusters Score -1728678 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1729029.750000 Penalty: 3105.557129
	Iteration 7Q: 3 clusters Score -1729030 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1729293.875000 Penalty: 3105.557129
	Iteration 8Q: 3 clusters Score -1729294 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1729480.750000 Penalty: 3105.557129
	Iteration 9Q: 3 clusters Score -1729481 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1729614.750000 Penalty: 3105.557129
	Iteration 10Q: 3 clusters Score -1729615 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1729714.375000 Penalty: 3105.557129
	Iteration 11Q: 3 clusters Score -1729714 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1729805.875000 Penalty: 3105.557129
	Iteration 12Q: 3 clusters Score -1729806 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1729876.875000 Penalty: 3105.557129
	Iteration 13Q: 3 clusters Score -1729877 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1729922.625000 Penalty: 3105.557129
	Iteration 14Q: 3 clusters Score -1729923 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1729968.750000 Penalty: 3105.557129
	Iteration 15Q: 3 clusters Score -1729969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1730003.625000 Penalty: 3105.557129
	Iteration 16Q: 3 clusters Score -1730004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1730043.625000 Penalty: 3105.557129
	Iteration 17Q: 3 clusters Score -1730044 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1730077.875000 Penalty: 3105.557129
	Iteration 18Q: 3 clusters Score -1730078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1730101.000000 Penalty: 3105.557129
	Iteration 19Q: 3 clusters Score -1730101 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1730124.500000 Penalty: 3105.557129
	Iteration 20F: 3 clusters Score -1730124 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1730155.250000 Penalty: 3105.557129
	Iteration 21Q: 3 clusters Score -1730155 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1730198.500000 Penalty: 3105.557129
	Iteration 22Q: 3 clusters Score -1730198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1730247.625000 Penalty: 3105.557129
	Iteration 23Q: 3 clusters Score -1730248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1730288.375000 Penalty: 3105.557129
	Iteration 24Q: 3 clusters Score -1730288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1730347.500000 Penalty: 3105.557129
	Iteration 25Q: 3 clusters Score -1730348 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1730401.750000 Penalty: 3105.557129
	Iteration 26Q: 3 clusters Score -1730402 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1730457.750000 Penalty: 3105.557129
	Iteration 27Q: 3 clusters Score -1730458 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1730510.125000 Penalty: 3105.557129
	Iteration 28Q: 3 clusters Score -1730510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1730567.250000 Penalty: 3105.557129
	Iteration 29Q: 3 clusters Score -1730567 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1730627.500000 Penalty: 3105.557129
	Iteration 30Q: 3 clusters Score -1730628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1730699.000000 Penalty: 3105.557129
	Iteration 31Q: 3 clusters Score -1730699 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1730779.875000 Penalty: 3105.557129
	Iteration 32Q: 3 clusters Score -1730780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1730869.000000 Penalty: 3105.557129
	Iteration 33Q: 3 clusters Score -1730869 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1730937.250000 Penalty: 3105.557129
	Iteration 34Q: 3 clusters Score -1730937 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1731019.250000 Penalty: 3105.557129
	Iteration 35Q: 3 clusters Score -1731019 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1731117.125000 Penalty: 3105.557129
	Iteration 36Q: 3 clusters Score -1731117 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1731263.250000 Penalty: 3105.557129
	Iteration 37Q: 3 clusters Score -1731263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1731433.500000 Penalty: 3105.557129
	Iteration 38Q: 3 clusters Score -1731434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1731579.500000 Penalty: 3105.557129
	Iteration 39Q: 3 clusters Score -1731580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1731681.000000 Penalty: 3105.557129
	Iteration 40F: 3 clusters Score -1731681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1731711.375000 Penalty: 3105.557129
	Iteration 41Q: 3 clusters Score -1731711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1731729.000000 Penalty: 3105.557129
	Iteration 42Q: 3 clusters Score -1731729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1731733.875000 Penalty: 3105.557129
	Iteration 43Q: 3 clusters Score -1731734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1731732.625000 Penalty: 3105.557129
	Iteration 44Q: 3 clusters Score -1731733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1731735.375000 Penalty: 3105.557129
	Iteration 45Q: 3 clusters Score -1731735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1731740.625000 Penalty: 3105.557129
	Iteration 46Q: 3 clusters Score -1731741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1731741.875000 Penalty: 3105.557129
	Iteration 47Q: 3 clusters Score -1731742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1731740.750000 Penalty: 3105.557129
	Iteration 48Q: 3 clusters Score -1731741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1731742.750000 Penalty: 3105.557129
	Iteration 49Q: 3 clusters Score -1731743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1731742.250000 Penalty: 3105.557129
	Iteration 50Q: 3 clusters Score -1731742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1731742.250000 Penalty: 3105.557129
	Iteration 51F: 3 clusters Score -1731742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Entering Unmasked Estep 
Score: -15705808.000000 Penalty: 1906.590332
	Iteration 0F: 2 clusters Score -1.570581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -15627961.000000 Penalty: 3813.180664
	Iteration 0F: 3 clusters Score -1.562796e+07 nChanged 60134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -15663183.000000 Penalty: 3813.180664
	Iteration 1F: 3 clusters Score -1.566318e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -15664345.000000 Penalty: 3813.180664
	Iteration 2Q: 3 clusters Score -1.566434e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -15666151.000000 Penalty: 3813.180664
	Iteration 3Q: 3 clusters Score -1.566615e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -15669372.000000 Penalty: 3813.180664
	Iteration 4F: 3 clusters Score -1.566937e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -15675193.000000 Penalty: 3813.180664
	Iteration 5F: 3 clusters Score -1.567519e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -15684113.000000 Penalty: 3813.180664
	Iteration 6F: 3 clusters Score -1.568411e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108818 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -15694636.000000 Penalty: 3813.180664
	Iteration 7F: 3 clusters Score -1.569464e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117186 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -15700794.000000 Penalty: 3813.180664
	Iteration 8F: 3 clusters Score -1.570079e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121593 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -15702980.000000 Penalty: 3813.180664
	Iteration 9Q: 3 clusters Score -1.570298e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123172 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -15703857.000000 Penalty: 3813.180664
	Iteration 10Q: 3 clusters Score -1.570386e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -15704170.000000 Penalty: 3813.180664
	Iteration 11Q: 3 clusters Score -1.570417e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15704300.000000 Penalty: 3813.180664
	Iteration 12Q: 3 clusters Score -1.57043e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -15704382.000000 Penalty: 3813.180664
	Iteration 13Q: 3 clusters Score -1.570438e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124005 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15704411.000000 Penalty: 3813.180664
	Iteration 14Q: 3 clusters Score -1.570441e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124038 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15704419.000000 Penalty: 3813.180664
	Iteration 15Q: 3 clusters Score -1.570442e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124059 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15704433.000000 Penalty: 3813.180664
	Iteration 16Q: 3 clusters Score -1.570443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15704457.000000 Penalty: 3813.180664
	Iteration 17Q: 3 clusters Score -1.570446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124073 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15704450.000000 Penalty: 3813.180664
	Iteration 18Q: 3 clusters Score -1.570445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15704462.000000 Penalty: 3813.180664
	Iteration 19Q: 3 clusters Score -1.570446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15704472.000000 Penalty: 3813.180664
	Iteration 20F: 3 clusters Score -1.570447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15704482.000000 Penalty: 3813.180664
	Iteration 21Q: 3 clusters Score -1.570448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15704487.000000 Penalty: 3813.180664
	Iteration 22Q: 3 clusters Score -1.570449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15704481.000000 Penalty: 3813.180664
	Iteration 23Q: 3 clusters Score -1.570448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124105 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15704488.000000 Penalty: 3813.180664
	Iteration 24Q: 3 clusters Score -1.570449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15704487.000000 Penalty: 3813.180664
	Iteration 25Q: 3 clusters Score -1.570449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15704484.000000 Penalty: 3813.180664
	Iteration 26Q: 3 clusters Score -1.570448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124117 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15704493.000000 Penalty: 3813.180664
	Iteration 27Q: 3 clusters Score -1.570449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15704490.000000 Penalty: 3813.180664
	Iteration 28Q: 3 clusters Score -1.570449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15704492.000000 Penalty: 3813.180664
	Iteration 29Q: 3 clusters Score -1.570449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15704493.000000 Penalty: 3813.180664
	Iteration 30Q: 3 clusters Score -1.570449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15704493.000000 Penalty: 3813.180664
	Iteration 31F: 3 clusters Score -1.570449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -69358.179688 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -69358.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68267.585938 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -68267.59 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68737.351562 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -68737.35 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69041.164062 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -69041.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69234.960938 Penalty: 2148.038574
	Iteration 3F: 3 clusters Score -69234.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69372.273438 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -69372.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69481.507812 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -69481.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69566.875000 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -69566.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69660.398438 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -69660.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69724.523438 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -69724.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69762.195312 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -69762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69765.546875 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -69765.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69775.539062 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -69775.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69801.875000 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -69801.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69810.320312 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -69810.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -69812.906250 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -69812.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69837.570312 Penalty: 2148.038574
	Iteration 15Q: 3 clusters Score -69837.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69859.625000 Penalty: 2148.038574
	Iteration 16Q: 3 clusters Score -69859.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69892.312500 Penalty: 2148.038574
	Iteration 17Q: 3 clusters Score -69892.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69903.171875 Penalty: 2148.038574
	Iteration 18Q: 3 clusters Score -69903.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69911.875000 Penalty: 2148.038574
	Iteration 19Q: 3 clusters Score -69911.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69917.679688 Penalty: 2148.038574
	Iteration 20F: 3 clusters Score -69917.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69923.476562 Penalty: 2148.038574
	Iteration 21Q: 3 clusters Score -69923.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69928.445312 Penalty: 2148.038574
	Iteration 22Q: 3 clusters Score -69928.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69929.437500 Penalty: 2148.038574
	Iteration 23Q: 3 clusters Score -69929.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69929.437500 Penalty: 2148.038574
	Iteration 24F: 3 clusters Score -69929.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 109936 members 
Mstep: Class 3 contains 117697 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124119 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118471 members 
Mstep: Class 21 contains 49779 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13806 members 
Mstep: Class 31 contains 50208 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 406 members 
Entering Unmasked Estep 
Score: -141712528.000000 Penalty: 83940.617188
Splitting cluster 11 changes total score from -141713568.000000 to -141712528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (103971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103971 members 
Entering Unmasked Estep 
Score: -12866410.000000 Penalty: 1877.178467
	Iteration 0F: 2 clusters Score -1.286641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -12799019.000000 Penalty: 3754.356934
	Iteration 0F: 3 clusters Score -1.279902e+07 nChanged 49600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -12827675.000000 Penalty: 3754.356934
	Iteration 1F: 3 clusters Score -1.282768e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -12828628.000000 Penalty: 3754.356934
	Iteration 2Q: 3 clusters Score -1.282863e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -12829943.000000 Penalty: 3754.356934
	Iteration 3Q: 3 clusters Score -1.282994e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -12831675.000000 Penalty: 3754.356934
	Iteration 4Q: 3 clusters Score -1.283168e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -12833972.000000 Penalty: 3754.356934
	Iteration 5Q: 3 clusters Score -1.283397e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -12837191.000000 Penalty: 3754.356934
	Iteration 6F: 3 clusters Score -1.283719e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -12841699.000000 Penalty: 3754.356934
	Iteration 7F: 3 clusters Score -1.28417e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -12847021.000000 Penalty: 3754.356934
	Iteration 8F: 3 clusters Score -1.284702e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -12852351.000000 Penalty: 3754.356934
	Iteration 9F: 3 clusters Score -1.285235e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -12856426.000000 Penalty: 3754.356934
	Iteration 10F: 3 clusters Score -1.285643e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -12858867.000000 Penalty: 3754.356934
	Iteration 11Q: 3 clusters Score -1.285887e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -12860282.000000 Penalty: 3754.356934
	Iteration 12Q: 3 clusters Score -1.286028e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -12861495.000000 Penalty: 3754.356934
	Iteration 13Q: 3 clusters Score -1.28615e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -12862438.000000 Penalty: 3754.356934
	Iteration 14Q: 3 clusters Score -1.286244e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -12863223.000000 Penalty: 3754.356934
	Iteration 15Q: 3 clusters Score -1.286322e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -12863889.000000 Penalty: 3754.356934
	Iteration 16Q: 3 clusters Score -1.286389e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -12864476.000000 Penalty: 3754.356934
	Iteration 17Q: 3 clusters Score -1.286448e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -12864936.000000 Penalty: 3754.356934
	Iteration 18Q: 3 clusters Score -1.286494e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -12865236.000000 Penalty: 3754.356934
	Iteration 19Q: 3 clusters Score -1.286524e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -12865362.000000 Penalty: 3754.356934
	Iteration 20F: 3 clusters Score -1.286536e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -12865513.000000 Penalty: 3754.356934
	Iteration 21Q: 3 clusters Score -1.286551e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -12865620.000000 Penalty: 3754.356934
	Iteration 22Q: 3 clusters Score -1.286562e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -12865665.000000 Penalty: 3754.356934
	Iteration 23Q: 3 clusters Score -1.286566e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -12865712.000000 Penalty: 3754.356934
	Iteration 24Q: 3 clusters Score -1.286571e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -12865744.000000 Penalty: 3754.356934
	Iteration 25Q: 3 clusters Score -1.286574e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -12865727.000000 Penalty: 3754.356934
	Iteration 26Q: 3 clusters Score -1.286573e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -12865714.000000 Penalty: 3754.356934
	Iteration 27Q: 3 clusters Score -1.286571e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -12865740.000000 Penalty: 3754.356934
	Iteration 28Q: 3 clusters Score -1.286574e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -12865781.000000 Penalty: 3754.356934
	Iteration 29Q: 3 clusters Score -1.286578e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -12865803.000000 Penalty: 3754.356934
	Iteration 30Q: 3 clusters Score -1.28658e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -12865828.000000 Penalty: 3754.356934
	Iteration 31Q: 3 clusters Score -1.286583e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -12865840.000000 Penalty: 3754.356934
	Iteration 32Q: 3 clusters Score -1.286584e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -12865813.000000 Penalty: 3754.356934
	Iteration 33Q: 3 clusters Score -1.286581e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -12865828.000000 Penalty: 3754.356934
	Iteration 34Q: 3 clusters Score -1.286583e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -12865801.000000 Penalty: 3754.356934
	Iteration 35Q: 3 clusters Score -1.28658e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -12865815.000000 Penalty: 3754.356934
	Iteration 36Q: 3 clusters Score -1.286582e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -12865846.000000 Penalty: 3754.356934
	Iteration 37Q: 3 clusters Score -1.286585e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -12865822.000000 Penalty: 3754.356934
	Iteration 38Q: 3 clusters Score -1.286582e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -12865847.000000 Penalty: 3754.356934
	Iteration 39Q: 3 clusters Score -1.286585e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -12865879.000000 Penalty: 3754.356934
	Iteration 40F: 3 clusters Score -1.286588e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -12865937.000000 Penalty: 3754.356934
	Iteration 41Q: 3 clusters Score -1.286594e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -12865904.000000 Penalty: 3754.356934
	Iteration 42Q: 3 clusters Score -1.28659e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -12865913.000000 Penalty: 3754.356934
	Iteration 43Q: 3 clusters Score -1.286591e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -12865889.000000 Penalty: 3754.356934
	Iteration 44Q: 3 clusters Score -1.286589e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -12865875.000000 Penalty: 3754.356934
	Iteration 45Q: 3 clusters Score -1.286588e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -12865875.000000 Penalty: 3754.356934
	Iteration 46Q: 3 clusters Score -1.286588e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -12865890.000000 Penalty: 3754.356934
	Iteration 47Q: 3 clusters Score -1.286589e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -12865924.000000 Penalty: 3754.356934
	Iteration 48Q: 3 clusters Score -1.286592e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -12865931.000000 Penalty: 3754.356934
	Iteration 49Q: 3 clusters Score -1.286593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -12865923.000000 Penalty: 3754.356934
	Iteration 50Q: 3 clusters Score -1.286592e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -12865955.000000 Penalty: 3754.356934
	Iteration 51Q: 3 clusters Score -1.286596e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -12865969.000000 Penalty: 3754.356934
	Iteration 52Q: 3 clusters Score -1.286597e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -12865934.000000 Penalty: 3754.356934
	Iteration 53Q: 3 clusters Score -1.286593e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -12865940.000000 Penalty: 3754.356934
	Iteration 54Q: 3 clusters Score -1.286594e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -12865951.000000 Penalty: 3754.356934
	Iteration 55Q: 3 clusters Score -1.286595e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -12865954.000000 Penalty: 3754.356934
	Iteration 56Q: 3 clusters Score -1.286595e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -12865973.000000 Penalty: 3754.356934
	Iteration 57Q: 3 clusters Score -1.286597e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -12865983.000000 Penalty: 3754.356934
	Iteration 58Q: 3 clusters Score -1.286598e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -12865996.000000 Penalty: 3754.356934
	Iteration 59Q: 3 clusters Score -1.2866e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -12865998.000000 Penalty: 3754.356934
	Iteration 60F: 3 clusters Score -1.2866e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 89121 members 
Entering Unmasked Estep 
Score: -12866008.000000 Penalty: 3754.356934
	Iteration 61Q: 3 clusters Score -1.286601e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -12865973.000000 Penalty: 3754.356934
	Iteration 62Q: 3 clusters Score -1.286597e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -12866011.000000 Penalty: 3754.356934
	Iteration 63Q: 3 clusters Score -1.286601e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -12866021.000000 Penalty: 3754.356934
	Iteration 64Q: 3 clusters Score -1.286602e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -12866014.000000 Penalty: 3754.356934
	Iteration 65Q: 3 clusters Score -1.286601e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -12866015.000000 Penalty: 3754.356934
	Iteration 66Q: 3 clusters Score -1.286602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -12866042.000000 Penalty: 3754.356934
	Iteration 67Q: 3 clusters Score -1.286604e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -12866061.000000 Penalty: 3754.356934
	Iteration 68Q: 3 clusters Score -1.286606e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -12866054.000000 Penalty: 3754.356934
	Iteration 69Q: 3 clusters Score -1.286605e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -12866085.000000 Penalty: 3754.356934
	Iteration 70Q: 3 clusters Score -1.286608e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -12866039.000000 Penalty: 3754.356934
	Iteration 71Q: 3 clusters Score -1.286604e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -12866038.000000 Penalty: 3754.356934
	Iteration 72Q: 3 clusters Score -1.286604e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -12866031.000000 Penalty: 3754.356934
	Iteration 73Q: 3 clusters Score -1.286603e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -12866042.000000 Penalty: 3754.356934
	Iteration 74Q: 3 clusters Score -1.286604e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -12866012.000000 Penalty: 3754.356934
	Iteration 75Q: 3 clusters Score -1.286601e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -12865994.000000 Penalty: 3754.356934
	Iteration 76Q: 3 clusters Score -1.286599e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -12865993.000000 Penalty: 3754.356934
	Iteration 77Q: 3 clusters Score -1.286599e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -12865995.000000 Penalty: 3754.356934
	Iteration 78Q: 3 clusters Score -1.2866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -12865975.000000 Penalty: 3754.356934
	Iteration 79Q: 3 clusters Score -1.286598e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -12865988.000000 Penalty: 3754.356934
	Iteration 80F: 3 clusters Score -1.286599e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -12865980.000000 Penalty: 3754.356934
	Iteration 81Q: 3 clusters Score -1.286598e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -12865988.000000 Penalty: 3754.356934
	Iteration 82Q: 3 clusters Score -1.286599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -12865970.000000 Penalty: 3754.356934
	Iteration 83Q: 3 clusters Score -1.286597e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -12865989.000000 Penalty: 3754.356934
	Iteration 84Q: 3 clusters Score -1.286599e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -12865980.000000 Penalty: 3754.356934
	Iteration 85Q: 3 clusters Score -1.286598e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -12865949.000000 Penalty: 3754.356934
	Iteration 86Q: 3 clusters Score -1.286595e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -12865957.000000 Penalty: 3754.356934
	Iteration 87Q: 3 clusters Score -1.286596e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -12865953.000000 Penalty: 3754.356934
	Iteration 88Q: 3 clusters Score -1.286595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -12865955.000000 Penalty: 3754.356934
	Iteration 89Q: 3 clusters Score -1.286596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -12865936.000000 Penalty: 3754.356934
	Iteration 90Q: 3 clusters Score -1.286594e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -12865939.000000 Penalty: 3754.356934
	Iteration 91Q: 3 clusters Score -1.286594e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -12865930.000000 Penalty: 3754.356934
	Iteration 92Q: 3 clusters Score -1.286593e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -12865916.000000 Penalty: 3754.356934
	Iteration 93Q: 3 clusters Score -1.286592e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -12865921.000000 Penalty: 3754.356934
	Iteration 94Q: 3 clusters Score -1.286592e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -12865910.000000 Penalty: 3754.356934
	Iteration 95Q: 3 clusters Score -1.286591e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -12865924.000000 Penalty: 3754.356934
	Iteration 96Q: 3 clusters Score -1.286592e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -12865906.000000 Penalty: 3754.356934
	Iteration 97Q: 3 clusters Score -1.286591e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -12865899.000000 Penalty: 3754.356934
	Iteration 98Q: 3 clusters Score -1.28659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -12865860.000000 Penalty: 3754.356934
	Iteration 99Q: 3 clusters Score -1.286586e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -12865876.000000 Penalty: 3754.356934
	Iteration 100F: 3 clusters Score -1.286588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -12865887.000000 Penalty: 3754.356934
	Iteration 101Q: 3 clusters Score -1.286589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 91914 members 
Entering Unmasked Estep 
Score: -12865883.000000 Penalty: 3754.356934
	Iteration 102Q: 3 clusters Score -1.286588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -12865896.000000 Penalty: 3754.356934
	Iteration 103Q: 3 clusters Score -1.28659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -12865900.000000 Penalty: 3754.356934
	Iteration 104Q: 3 clusters Score -1.28659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -12865891.000000 Penalty: 3754.356934
	Iteration 105Q: 3 clusters Score -1.286589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -12865884.000000 Penalty: 3754.356934
	Iteration 106Q: 3 clusters Score -1.286588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -12865888.000000 Penalty: 3754.356934
	Iteration 107Q: 3 clusters Score -1.286589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -12865889.000000 Penalty: 3754.356934
	Iteration 108Q: 3 clusters Score -1.286589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -12865882.000000 Penalty: 3754.356934
	Iteration 109Q: 3 clusters Score -1.286588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -12865887.000000 Penalty: 3754.356934
	Iteration 110Q: 3 clusters Score -1.286589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -12865886.000000 Penalty: 3754.356934
	Iteration 111Q: 3 clusters Score -1.286589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -12865893.000000 Penalty: 3754.356934
	Iteration 112Q: 3 clusters Score -1.286589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -12865896.000000 Penalty: 3754.356934
	Iteration 113Q: 3 clusters Score -1.28659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -12865896.000000 Penalty: 3754.356934
	Iteration 114Q: 3 clusters Score -1.28659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -12865897.000000 Penalty: 3754.356934
	Iteration 115Q: 3 clusters Score -1.28659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -12865898.000000 Penalty: 3754.356934
	Iteration 116Q: 3 clusters Score -1.28659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -12865901.000000 Penalty: 3754.356934
	Iteration 117Q: 3 clusters Score -1.28659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -12865882.000000 Penalty: 3754.356934
	Iteration 118Q: 3 clusters Score -1.286588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -12865883.000000 Penalty: 3754.356934
	Iteration 119Q: 3 clusters Score -1.286588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -12865884.000000 Penalty: 3754.356934
	Iteration 120F: 3 clusters Score -1.286588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -12865884.000000 Penalty: 3754.356934
	Iteration 121Q: 3 clusters Score -1.286588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -12865896.000000 Penalty: 3754.356934
	Iteration 122Q: 3 clusters Score -1.28659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -12865918.000000 Penalty: 3754.356934
	Iteration 123Q: 3 clusters Score -1.286592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -12865925.000000 Penalty: 3754.356934
	Iteration 124Q: 3 clusters Score -1.286592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -12865916.000000 Penalty: 3754.356934
	Iteration 125Q: 3 clusters Score -1.286592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -12865912.000000 Penalty: 3754.356934
	Iteration 126Q: 3 clusters Score -1.286591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -12865925.000000 Penalty: 3754.356934
	Iteration 127Q: 3 clusters Score -1.286592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -12865928.000000 Penalty: 3754.356934
	Iteration 128Q: 3 clusters Score -1.286593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -12865923.000000 Penalty: 3754.356934
	Iteration 129Q: 3 clusters Score -1.286592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 92286 members 
Entering Unmasked Estep 
Score: -12865916.000000 Penalty: 3754.356934
	Iteration 130Q: 3 clusters Score -1.286592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -12865916.000000 Penalty: 3754.356934
	Iteration 131Q: 3 clusters Score -1.286592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -12865913.000000 Penalty: 3754.356934
	Iteration 132Q: 3 clusters Score -1.286591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -12865924.000000 Penalty: 3754.356934
	Iteration 133Q: 3 clusters Score -1.286592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -12865926.000000 Penalty: 3754.356934
	Iteration 134Q: 3 clusters Score -1.286593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -12865927.000000 Penalty: 3754.356934
	Iteration 135Q: 3 clusters Score -1.286593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -12865934.000000 Penalty: 3754.356934
	Iteration 136Q: 3 clusters Score -1.286593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -12865935.000000 Penalty: 3754.356934
	Iteration 137Q: 3 clusters Score -1.286594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -12865925.000000 Penalty: 3754.356934
	Iteration 138Q: 3 clusters Score -1.286592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -12865924.000000 Penalty: 3754.356934
	Iteration 139Q: 3 clusters Score -1.286592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -12865924.000000 Penalty: 3754.356934
	Iteration 140F: 3 clusters Score -1.286592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -12865921.000000 Penalty: 3754.356934
	Iteration 141Q: 3 clusters Score -1.286592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -12865913.000000 Penalty: 3754.356934
	Iteration 142Q: 3 clusters Score -1.286591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -12865916.000000 Penalty: 3754.356934
	Iteration 143Q: 3 clusters Score -1.286592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -12865923.000000 Penalty: 3754.356934
	Iteration 144Q: 3 clusters Score -1.286592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -12865931.000000 Penalty: 3754.356934
	Iteration 145Q: 3 clusters Score -1.286593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -12865927.000000 Penalty: 3754.356934
	Iteration 146Q: 3 clusters Score -1.286593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 92427 members 
Entering Unmasked Estep 
Score: -12865926.000000 Penalty: 3754.356934
	Iteration 147Q: 3 clusters Score -1.286593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -12865926.000000 Penalty: 3754.356934
	Iteration 148Q: 3 clusters Score -1.286593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -12865928.000000 Penalty: 3754.356934
	Iteration 149Q: 3 clusters Score -1.286593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -12865935.000000 Penalty: 3754.356934
	Iteration 150Q: 3 clusters Score -1.286594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -12865927.000000 Penalty: 3754.356934
	Iteration 151Q: 3 clusters Score -1.286593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -12865915.000000 Penalty: 3754.356934
	Iteration 152Q: 3 clusters Score -1.286592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -12865909.000000 Penalty: 3754.356934
	Iteration 153Q: 3 clusters Score -1.286591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -12865921.000000 Penalty: 3754.356934
	Iteration 154Q: 3 clusters Score -1.286592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -12865927.000000 Penalty: 3754.356934
	Iteration 155Q: 3 clusters Score -1.286593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -12865930.000000 Penalty: 3754.356934
	Iteration 156Q: 3 clusters Score -1.286593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -12865933.000000 Penalty: 3754.356934
	Iteration 157Q: 3 clusters Score -1.286593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -12865932.000000 Penalty: 3754.356934
	Iteration 158Q: 3 clusters Score -1.286593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -12865929.000000 Penalty: 3754.356934
	Iteration 159Q: 3 clusters Score -1.286593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -12865923.000000 Penalty: 3754.356934
	Iteration 160F: 3 clusters Score -1.286592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -12865917.000000 Penalty: 3754.356934
	Iteration 161Q: 3 clusters Score -1.286592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -12865920.000000 Penalty: 3754.356934
	Iteration 162Q: 3 clusters Score -1.286592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -12865932.000000 Penalty: 3754.356934
	Iteration 163Q: 3 clusters Score -1.286593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -12865919.000000 Penalty: 3754.356934
	Iteration 164Q: 3 clusters Score -1.286592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -12865911.000000 Penalty: 3754.356934
	Iteration 165Q: 3 clusters Score -1.286591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -12865912.000000 Penalty: 3754.356934
	Iteration 166Q: 3 clusters Score -1.286591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -12865912.000000 Penalty: 3754.356934
	Iteration 167Q: 3 clusters Score -1.286591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -12865909.000000 Penalty: 3754.356934
	Iteration 168Q: 3 clusters Score -1.286591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 92536 members 
Entering Unmasked Estep 
Score: -12865906.000000 Penalty: 3754.356934
	Iteration 169Q: 3 clusters Score -1.286591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -12865905.000000 Penalty: 3754.356934
	Iteration 170Q: 3 clusters Score -1.28659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -12865905.000000 Penalty: 3754.356934
	Iteration 171F: 3 clusters Score -1.28659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1002259.250000 Penalty: 1461.351196
	Iteration 0F: 2 clusters Score -1002259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -996315.312500 Penalty: 2922.702393
	Iteration 0F: 3 clusters Score -996315.3 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -998066.250000 Penalty: 2922.702393
	Iteration 1F: 3 clusters Score -998066.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -998296.687500 Penalty: 2922.702393
	Iteration 2F: 3 clusters Score -998296.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -998486.875000 Penalty: 2922.702393
	Iteration 3F: 3 clusters Score -998486.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -998628.250000 Penalty: 2922.702393
	Iteration 4Q: 3 clusters Score -998628.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -998758.562500 Penalty: 2922.702393
	Iteration 5Q: 3 clusters Score -998758.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -998909.000000 Penalty: 2922.702393
	Iteration 6Q: 3 clusters Score -998909 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -999069.562500 Penalty: 2922.702393
	Iteration 7Q: 3 clusters Score -999069.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -999258.812500 Penalty: 2922.702393
	Iteration 8Q: 3 clusters Score -999258.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -999502.812500 Penalty: 2922.702393
	Iteration 9Q: 3 clusters Score -999502.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -999762.500000 Penalty: 2922.702393
	Iteration 10Q: 3 clusters Score -999762.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -999982.812500 Penalty: 2922.702393
	Iteration 11Q: 3 clusters Score -999982.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1000142.625000 Penalty: 2922.702393
	Iteration 12Q: 3 clusters Score -1000143 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1000273.937500 Penalty: 2922.702393
	Iteration 13Q: 3 clusters Score -1000274 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1000388.750000 Penalty: 2922.702393
	Iteration 14Q: 3 clusters Score -1000389 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1000485.812500 Penalty: 2922.702393
	Iteration 15Q: 3 clusters Score -1000486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1000582.125000 Penalty: 2922.702393
	Iteration 16Q: 3 clusters Score -1000582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1000649.250000 Penalty: 2922.702393
	Iteration 17Q: 3 clusters Score -1000649 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1000710.312500 Penalty: 2922.702393
	Iteration 18Q: 3 clusters Score -1000710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1000761.500000 Penalty: 2922.702393
	Iteration 19Q: 3 clusters Score -1000762 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1000802.937500 Penalty: 2922.702393
	Iteration 20F: 3 clusters Score -1000803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1000840.437500 Penalty: 2922.702393
	Iteration 21Q: 3 clusters Score -1000840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1000874.187500 Penalty: 2922.702393
	Iteration 22Q: 3 clusters Score -1000874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1000903.875000 Penalty: 2922.702393
	Iteration 23Q: 3 clusters Score -1000904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1000929.187500 Penalty: 2922.702393
	Iteration 24Q: 3 clusters Score -1000929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1000950.062500 Penalty: 2922.702393
	Iteration 25Q: 3 clusters Score -1000950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1000964.312500 Penalty: 2922.702393
	Iteration 26Q: 3 clusters Score -1000964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1000987.875000 Penalty: 2922.702393
	Iteration 27Q: 3 clusters Score -1000988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1001004.750000 Penalty: 2922.702393
	Iteration 28Q: 3 clusters Score -1001005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1001026.812500 Penalty: 2922.702393
	Iteration 29Q: 3 clusters Score -1001027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1001043.937500 Penalty: 2922.702393
	Iteration 30Q: 3 clusters Score -1001044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1001054.750000 Penalty: 2922.702393
	Iteration 31Q: 3 clusters Score -1001055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1001056.125000 Penalty: 2922.702393
	Iteration 32Q: 3 clusters Score -1001056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1001060.812500 Penalty: 2922.702393
	Iteration 33Q: 3 clusters Score -1001061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1001065.687500 Penalty: 2922.702393
	Iteration 34Q: 3 clusters Score -1001066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1001070.312500 Penalty: 2922.702393
	Iteration 35Q: 3 clusters Score -1001070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1001073.812500 Penalty: 2922.702393
	Iteration 36Q: 3 clusters Score -1001074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1001079.937500 Penalty: 2922.702393
	Iteration 37Q: 3 clusters Score -1001080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1001082.437500 Penalty: 2922.702393
	Iteration 38Q: 3 clusters Score -1001082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1001085.812500 Penalty: 2922.702393
	Iteration 39Q: 3 clusters Score -1001086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1001088.125000 Penalty: 2922.702393
	Iteration 40F: 3 clusters Score -1001088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1001088.187500 Penalty: 2922.702393
	Iteration 41Q: 3 clusters Score -1001088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1001088.187500 Penalty: 2922.702393
	Iteration 42F: 3 clusters Score -1001088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -376152.000000 Penalty: 1310.554565
	Iteration 0F: 2 clusters Score -376152 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 1532 members 
Entering Unmasked Estep 
Score: -373298.593750 Penalty: 2621.109131
	Iteration 0F: 3 clusters Score -373298.6 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -374162.750000 Penalty: 2621.109131
	Iteration 1F: 3 clusters Score -374162.8 nChanged 359
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: -374549.156250 Penalty: 2621.109131
	Iteration 2F: 3 clusters Score -374549.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -374848.531250 Penalty: 2621.109131
	Iteration 3F: 3 clusters Score -374848.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -375135.812500 Penalty: 2621.109131
	Iteration 4F: 3 clusters Score -375135.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -375337.375000 Penalty: 2621.109131
	Iteration 5F: 3 clusters Score -375337.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -375476.406250 Penalty: 2621.109131
	Iteration 6Q: 3 clusters Score -375476.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -375557.156250 Penalty: 2621.109131
	Iteration 7Q: 3 clusters Score -375557.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -375607.250000 Penalty: 2621.109131
	Iteration 8Q: 3 clusters Score -375607.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -375634.343750 Penalty: 2621.109131
	Iteration 9Q: 3 clusters Score -375634.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -375644.625000 Penalty: 2621.109131
	Iteration 10Q: 3 clusters Score -375644.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -375652.375000 Penalty: 2621.109131
	Iteration 11Q: 3 clusters Score -375652.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -375658.250000 Penalty: 2621.109131
	Iteration 12Q: 3 clusters Score -375658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -375662.781250 Penalty: 2621.109131
	Iteration 13Q: 3 clusters Score -375662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -375668.562500 Penalty: 2621.109131
	Iteration 14Q: 3 clusters Score -375668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -375672.531250 Penalty: 2621.109131
	Iteration 15Q: 3 clusters Score -375672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -375679.437500 Penalty: 2621.109131
	Iteration 16Q: 3 clusters Score -375679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -375681.625000 Penalty: 2621.109131
	Iteration 17Q: 3 clusters Score -375681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -375685.937500 Penalty: 2621.109131
	Iteration 18Q: 3 clusters Score -375685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -375687.468750 Penalty: 2621.109131
	Iteration 19Q: 3 clusters Score -375687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -375689.343750 Penalty: 2621.109131
	Iteration 20F: 3 clusters Score -375689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -375691.375000 Penalty: 2621.109131
	Iteration 21Q: 3 clusters Score -375691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -375691.375000 Penalty: 2621.109131
	Iteration 22F: 3 clusters Score -375691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -1304308.750000 Penalty: 1507.629272
	Iteration 0F: 2 clusters Score -1304309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1296735.250000 Penalty: 3015.258545
	Iteration 0F: 3 clusters Score -1296735 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1299326.250000 Penalty: 3015.258545
	Iteration 1F: 3 clusters Score -1299326 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1299761.875000 Penalty: 3015.258545
	Iteration 2F: 3 clusters Score -1299762 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1300202.250000 Penalty: 3015.258545
	Iteration 3F: 3 clusters Score -1300202 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1300687.500000 Penalty: 3015.258545
	Iteration 4F: 3 clusters Score -1300688 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1301233.625000 Penalty: 3015.258545
	Iteration 5F: 3 clusters Score -1301234 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1301755.125000 Penalty: 3015.258545
	Iteration 6F: 3 clusters Score -1301755 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1302209.625000 Penalty: 3015.258545
	Iteration 7F: 3 clusters Score -1302210 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1302535.125000 Penalty: 3015.258545
	Iteration 8Q: 3 clusters Score -1302535 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1302794.125000 Penalty: 3015.258545
	Iteration 9Q: 3 clusters Score -1302794 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1303012.875000 Penalty: 3015.258545
	Iteration 10Q: 3 clusters Score -1303013 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1303141.375000 Penalty: 3015.258545
	Iteration 11Q: 3 clusters Score -1303141 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1303199.875000 Penalty: 3015.258545
	Iteration 12Q: 3 clusters Score -1303200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1303242.000000 Penalty: 3015.258545
	Iteration 13Q: 3 clusters Score -1303242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1303271.125000 Penalty: 3015.258545
	Iteration 14Q: 3 clusters Score -1303271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1303296.750000 Penalty: 3015.258545
	Iteration 15Q: 3 clusters Score -1303297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1303313.875000 Penalty: 3015.258545
	Iteration 16Q: 3 clusters Score -1303314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1303334.125000 Penalty: 3015.258545
	Iteration 17Q: 3 clusters Score -1303334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1303352.625000 Penalty: 3015.258545
	Iteration 18Q: 3 clusters Score -1303353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1303364.000000 Penalty: 3015.258545
	Iteration 19Q: 3 clusters Score -1303364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1303370.000000 Penalty: 3015.258545
	Iteration 20F: 3 clusters Score -1303370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1303383.750000 Penalty: 3015.258545
	Iteration 21Q: 3 clusters Score -1303384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1303397.375000 Penalty: 3015.258545
	Iteration 22Q: 3 clusters Score -1303397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1303413.000000 Penalty: 3015.258545
	Iteration 23Q: 3 clusters Score -1303413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1303425.625000 Penalty: 3015.258545
	Iteration 24Q: 3 clusters Score -1303426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1303437.125000 Penalty: 3015.258545
	Iteration 25Q: 3 clusters Score -1303437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1303451.625000 Penalty: 3015.258545
	Iteration 26Q: 3 clusters Score -1303452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1303466.000000 Penalty: 3015.258545
	Iteration 27Q: 3 clusters Score -1303466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1303476.625000 Penalty: 3015.258545
	Iteration 28Q: 3 clusters Score -1303477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1303485.625000 Penalty: 3015.258545
	Iteration 29Q: 3 clusters Score -1303486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1303493.625000 Penalty: 3015.258545
	Iteration 30Q: 3 clusters Score -1303494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1303499.500000 Penalty: 3015.258545
	Iteration 31Q: 3 clusters Score -1303500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1303502.500000 Penalty: 3015.258545
	Iteration 32Q: 3 clusters Score -1303502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1303510.250000 Penalty: 3015.258545
	Iteration 33Q: 3 clusters Score -1303510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1303513.375000 Penalty: 3015.258545
	Iteration 34Q: 3 clusters Score -1303513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1303515.000000 Penalty: 3015.258545
	Iteration 35Q: 3 clusters Score -1303515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1303517.250000 Penalty: 3015.258545
	Iteration 36Q: 3 clusters Score -1303517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1303518.125000 Penalty: 3015.258545
	Iteration 37Q: 3 clusters Score -1303518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1303521.500000 Penalty: 3015.258545
	Iteration 38Q: 3 clusters Score -1303522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1303525.125000 Penalty: 3015.258545
	Iteration 39Q: 3 clusters Score -1303525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1303530.625000 Penalty: 3015.258545
	Iteration 40F: 3 clusters Score -1303531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1303533.750000 Penalty: 3015.258545
	Iteration 41Q: 3 clusters Score -1303534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1303538.500000 Penalty: 3015.258545
	Iteration 42Q: 3 clusters Score -1303538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1303543.375000 Penalty: 3015.258545
	Iteration 43Q: 3 clusters Score -1303543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1303562.750000 Penalty: 3015.258545
	Iteration 44Q: 3 clusters Score -1303563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1303581.625000 Penalty: 3015.258545
	Iteration 45Q: 3 clusters Score -1303582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1303602.625000 Penalty: 3015.258545
	Iteration 46Q: 3 clusters Score -1303603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1303614.125000 Penalty: 3015.258545
	Iteration 47Q: 3 clusters Score -1303614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1303625.625000 Penalty: 3015.258545
	Iteration 48Q: 3 clusters Score -1303626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1303637.750000 Penalty: 3015.258545
	Iteration 49Q: 3 clusters Score -1303638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1303644.375000 Penalty: 3015.258545
	Iteration 50Q: 3 clusters Score -1303644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1303653.375000 Penalty: 3015.258545
	Iteration 51Q: 3 clusters Score -1303653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1303661.750000 Penalty: 3015.258545
	Iteration 52Q: 3 clusters Score -1303662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1303665.125000 Penalty: 3015.258545
	Iteration 53Q: 3 clusters Score -1303665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1303668.500000 Penalty: 3015.258545
	Iteration 54Q: 3 clusters Score -1303668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1303670.750000 Penalty: 3015.258545
	Iteration 55Q: 3 clusters Score -1303671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1303673.125000 Penalty: 3015.258545
	Iteration 56Q: 3 clusters Score -1303673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1303674.000000 Penalty: 3015.258545
	Iteration 57Q: 3 clusters Score -1303674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1303674.625000 Penalty: 3015.258545
	Iteration 58Q: 3 clusters Score -1303675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1303675.375000 Penalty: 3015.258545
	Iteration 59Q: 3 clusters Score -1303675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1303676.750000 Penalty: 3015.258545
	Iteration 60F: 3 clusters Score -1303677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1303674.625000 Penalty: 3015.258545
	Iteration 61Q: 3 clusters Score -1303675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1303673.000000 Penalty: 3015.258545
	Iteration 62Q: 3 clusters Score -1303673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1303677.500000 Penalty: 3015.258545
	Iteration 63Q: 3 clusters Score -1303678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1303678.750000 Penalty: 3015.258545
	Iteration 64Q: 3 clusters Score -1303679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1303680.750000 Penalty: 3015.258545
	Iteration 65Q: 3 clusters Score -1303681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1303681.250000 Penalty: 3015.258545
	Iteration 66Q: 3 clusters Score -1303681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1303681.375000 Penalty: 3015.258545
	Iteration 67Q: 3 clusters Score -1303681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1303679.625000 Penalty: 3015.258545
	Iteration 68Q: 3 clusters Score -1303680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1303681.125000 Penalty: 3015.258545
	Iteration 69Q: 3 clusters Score -1303681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1303680.750000 Penalty: 3015.258545
	Iteration 70Q: 3 clusters Score -1303681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1303680.500000 Penalty: 3015.258545
	Iteration 71Q: 3 clusters Score -1303680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1303680.125000 Penalty: 3015.258545
	Iteration 72Q: 3 clusters Score -1303680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1303680.625000 Penalty: 3015.258545
	Iteration 73Q: 3 clusters Score -1303681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1303680.625000 Penalty: 3015.258545
	Iteration 74F: 3 clusters Score -1303681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Entering Unmasked Estep 
Score: -15627379.000000 Penalty: 1905.961914
	Iteration 0F: 2 clusters Score -1.562738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -15550270.000000 Penalty: 3811.923828
	Iteration 0F: 3 clusters Score -1.555027e+07 nChanged 59571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -15585404.000000 Penalty: 3811.923828
	Iteration 1F: 3 clusters Score -1.55854e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -15587017.000000 Penalty: 3811.923828
	Iteration 2Q: 3 clusters Score -1.558702e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -15589528.000000 Penalty: 3811.923828
	Iteration 3Q: 3 clusters Score -1.558953e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -15593941.000000 Penalty: 3811.923828
	Iteration 4F: 3 clusters Score -1.559394e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -15601094.000000 Penalty: 3811.923828
	Iteration 5F: 3 clusters Score -1.560109e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -15609091.000000 Penalty: 3811.923828
	Iteration 6F: 3 clusters Score -1.560909e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -15615569.000000 Penalty: 3811.923828
	Iteration 7F: 3 clusters Score -1.561557e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -15619554.000000 Penalty: 3811.923828
	Iteration 8Q: 3 clusters Score -1.561955e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -15621746.000000 Penalty: 3811.923828
	Iteration 9Q: 3 clusters Score -1.562175e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -15623042.000000 Penalty: 3811.923828
	Iteration 10Q: 3 clusters Score -1.562304e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112441 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -15623868.000000 Penalty: 3811.923828
	Iteration 11Q: 3 clusters Score -1.562387e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113591 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -15624369.000000 Penalty: 3811.923828
	Iteration 12Q: 3 clusters Score -1.562437e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -15624824.000000 Penalty: 3811.923828
	Iteration 13Q: 3 clusters Score -1.562482e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -15625142.000000 Penalty: 3811.923828
	Iteration 14Q: 3 clusters Score -1.562514e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -15625437.000000 Penalty: 3811.923828
	Iteration 15Q: 3 clusters Score -1.562544e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116339 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -15625722.000000 Penalty: 3811.923828
	Iteration 16Q: 3 clusters Score -1.562572e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -15625978.000000 Penalty: 3811.923828
	Iteration 17Q: 3 clusters Score -1.562598e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -15626185.000000 Penalty: 3811.923828
	Iteration 18Q: 3 clusters Score -1.562618e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -15626328.000000 Penalty: 3811.923828
	Iteration 19Q: 3 clusters Score -1.562633e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117395 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -15626467.000000 Penalty: 3811.923828
	Iteration 20F: 3 clusters Score -1.562647e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117533 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -15626511.000000 Penalty: 3811.923828
	Iteration 21Q: 3 clusters Score -1.562651e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117607 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -15626574.000000 Penalty: 3811.923828
	Iteration 22Q: 3 clusters Score -1.562657e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -15626659.000000 Penalty: 3811.923828
	Iteration 23Q: 3 clusters Score -1.562666e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -15626741.000000 Penalty: 3811.923828
	Iteration 24Q: 3 clusters Score -1.562674e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117782 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -15626792.000000 Penalty: 3811.923828
	Iteration 25Q: 3 clusters Score -1.562679e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -15626826.000000 Penalty: 3811.923828
	Iteration 26Q: 3 clusters Score -1.562683e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -15626826.000000 Penalty: 3811.923828
	Iteration 27Q: 3 clusters Score -1.562683e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -15626848.000000 Penalty: 3811.923828
	Iteration 28Q: 3 clusters Score -1.562685e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118000 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -15626838.000000 Penalty: 3811.923828
	Iteration 29Q: 3 clusters Score -1.562684e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118033 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -15626869.000000 Penalty: 3811.923828
	Iteration 30Q: 3 clusters Score -1.562687e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118063 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -15626890.000000 Penalty: 3811.923828
	Iteration 31Q: 3 clusters Score -1.562689e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -15626872.000000 Penalty: 3811.923828
	Iteration 32Q: 3 clusters Score -1.562687e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118149 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -15626947.000000 Penalty: 3811.923828
	Iteration 33Q: 3 clusters Score -1.562695e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -15626975.000000 Penalty: 3811.923828
	Iteration 34Q: 3 clusters Score -1.562698e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -15626991.000000 Penalty: 3811.923828
	Iteration 35Q: 3 clusters Score -1.562699e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -15626993.000000 Penalty: 3811.923828
	Iteration 36Q: 3 clusters Score -1.562699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -15626987.000000 Penalty: 3811.923828
	Iteration 37Q: 3 clusters Score -1.562699e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -15626969.000000 Penalty: 3811.923828
	Iteration 38Q: 3 clusters Score -1.562697e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -15626974.000000 Penalty: 3811.923828
	Iteration 39Q: 3 clusters Score -1.562697e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118320 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -15627002.000000 Penalty: 3811.923828
	Iteration 40F: 3 clusters Score -1.5627e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118332 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -15626996.000000 Penalty: 3811.923828
	Iteration 41Q: 3 clusters Score -1.5627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -15626975.000000 Penalty: 3811.923828
	Iteration 42Q: 3 clusters Score -1.562698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -15626987.000000 Penalty: 3811.923828
	Iteration 43Q: 3 clusters Score -1.562699e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -15626983.000000 Penalty: 3811.923828
	Iteration 44Q: 3 clusters Score -1.562698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118396 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -15626990.000000 Penalty: 3811.923828
	Iteration 45Q: 3 clusters Score -1.562699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118403 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -15627001.000000 Penalty: 3811.923828
	Iteration 46Q: 3 clusters Score -1.5627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -15627010.000000 Penalty: 3811.923828
	Iteration 47Q: 3 clusters Score -1.562701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -15627016.000000 Penalty: 3811.923828
	Iteration 48Q: 3 clusters Score -1.562702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -15627014.000000 Penalty: 3811.923828
	Iteration 49Q: 3 clusters Score -1.562701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118423 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -15627011.000000 Penalty: 3811.923828
	Iteration 50Q: 3 clusters Score -1.562701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -15627012.000000 Penalty: 3811.923828
	Iteration 51Q: 3 clusters Score -1.562701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -15627041.000000 Penalty: 3811.923828
	Iteration 52Q: 3 clusters Score -1.562704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -15627035.000000 Penalty: 3811.923828
	Iteration 53Q: 3 clusters Score -1.562704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -15627038.000000 Penalty: 3811.923828
	Iteration 54Q: 3 clusters Score -1.562704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -15627034.000000 Penalty: 3811.923828
	Iteration 55Q: 3 clusters Score -1.562703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -15627052.000000 Penalty: 3811.923828
	Iteration 56Q: 3 clusters Score -1.562705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118467 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -15627051.000000 Penalty: 3811.923828
	Iteration 57Q: 3 clusters Score -1.562705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -15627056.000000 Penalty: 3811.923828
	Iteration 58Q: 3 clusters Score -1.562706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118484 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -15627064.000000 Penalty: 3811.923828
	Iteration 59Q: 3 clusters Score -1.562706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -15627069.000000 Penalty: 3811.923828
	Iteration 60F: 3 clusters Score -1.562707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118501 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -15627055.000000 Penalty: 3811.923828
	Iteration 61Q: 3 clusters Score -1.562706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -15627054.000000 Penalty: 3811.923828
	Iteration 62Q: 3 clusters Score -1.562705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15627051.000000 Penalty: 3811.923828
	Iteration 63Q: 3 clusters Score -1.562705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -15627055.000000 Penalty: 3811.923828
	Iteration 64Q: 3 clusters Score -1.562706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118501 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -15627053.000000 Penalty: 3811.923828
	Iteration 65Q: 3 clusters Score -1.562705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15627048.000000 Penalty: 3811.923828
	Iteration 66Q: 3 clusters Score -1.562705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15627060.000000 Penalty: 3811.923828
	Iteration 67Q: 3 clusters Score -1.562706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -15627048.000000 Penalty: 3811.923828
	Iteration 68Q: 3 clusters Score -1.562705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -15627061.000000 Penalty: 3811.923828
	Iteration 69Q: 3 clusters Score -1.562706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118505 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -15627054.000000 Penalty: 3811.923828
	Iteration 70Q: 3 clusters Score -1.562705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15627057.000000 Penalty: 3811.923828
	Iteration 71Q: 3 clusters Score -1.562706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15627054.000000 Penalty: 3811.923828
	Iteration 72Q: 3 clusters Score -1.562705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -15627049.000000 Penalty: 3811.923828
	Iteration 73Q: 3 clusters Score -1.562705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118506 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -15627052.000000 Penalty: 3811.923828
	Iteration 74Q: 3 clusters Score -1.562705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118509 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -15627054.000000 Penalty: 3811.923828
	Iteration 75Q: 3 clusters Score -1.562705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118509 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -15627042.000000 Penalty: 3811.923828
	Iteration 76Q: 3 clusters Score -1.562704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118509 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -15627046.000000 Penalty: 3811.923828
	Iteration 77Q: 3 clusters Score -1.562705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118510 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -15627045.000000 Penalty: 3811.923828
	Iteration 78Q: 3 clusters Score -1.562704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118510 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -15627045.000000 Penalty: 3811.923828
	Iteration 79F: 3 clusters Score -1.562704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Entering Unmasked Estep 
Score: -910606.625000 Penalty: 1453.637817
	Iteration 0F: 2 clusters Score -910606.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -904861.812500 Penalty: 2907.275635
	Iteration 0F: 3 clusters Score -904861.8 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -906602.625000 Penalty: 2907.275635
	Iteration 1F: 3 clusters Score -906602.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -906860.937500 Penalty: 2907.275635
	Iteration 2F: 3 clusters Score -906860.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -907040.250000 Penalty: 2907.275635
	Iteration 3F: 3 clusters Score -907040.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -907180.437500 Penalty: 2907.275635
	Iteration 4Q: 3 clusters Score -907180.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -907332.625000 Penalty: 2907.275635
	Iteration 5Q: 3 clusters Score -907332.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -907477.000000 Penalty: 2907.275635
	Iteration 6Q: 3 clusters Score -907477 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -907622.250000 Penalty: 2907.275635
	Iteration 7Q: 3 clusters Score -907622.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -907760.562500 Penalty: 2907.275635
	Iteration 8Q: 3 clusters Score -907760.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -907932.687500 Penalty: 2907.275635
	Iteration 9Q: 3 clusters Score -907932.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -908119.562500 Penalty: 2907.275635
	Iteration 10Q: 3 clusters Score -908119.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -908329.500000 Penalty: 2907.275635
	Iteration 11Q: 3 clusters Score -908329.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -908555.312500 Penalty: 2907.275635
	Iteration 12Q: 3 clusters Score -908555.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -908759.750000 Penalty: 2907.275635
	Iteration 13Q: 3 clusters Score -908759.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -908955.312500 Penalty: 2907.275635
	Iteration 14Q: 3 clusters Score -908955.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -909129.312500 Penalty: 2907.275635
	Iteration 15Q: 3 clusters Score -909129.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -909270.250000 Penalty: 2907.275635
	Iteration 16Q: 3 clusters Score -909270.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -909389.500000 Penalty: 2907.275635
	Iteration 17Q: 3 clusters Score -909389.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -909465.187500 Penalty: 2907.275635
	Iteration 18Q: 3 clusters Score -909465.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -909523.000000 Penalty: 2907.275635
	Iteration 19Q: 3 clusters Score -909523 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -909564.875000 Penalty: 2907.275635
	Iteration 20F: 3 clusters Score -909564.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -909605.312500 Penalty: 2907.275635
	Iteration 21Q: 3 clusters Score -909605.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -909639.187500 Penalty: 2907.275635
	Iteration 22Q: 3 clusters Score -909639.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -909669.125000 Penalty: 2907.275635
	Iteration 23Q: 3 clusters Score -909669.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -909717.062500 Penalty: 2907.275635
	Iteration 24Q: 3 clusters Score -909717.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -909773.062500 Penalty: 2907.275635
	Iteration 25Q: 3 clusters Score -909773.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -909826.375000 Penalty: 2907.275635
	Iteration 26Q: 3 clusters Score -909826.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -909882.812500 Penalty: 2907.275635
	Iteration 27Q: 3 clusters Score -909882.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -909920.500000 Penalty: 2907.275635
	Iteration 28Q: 3 clusters Score -909920.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -909935.312500 Penalty: 2907.275635
	Iteration 29Q: 3 clusters Score -909935.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -909947.875000 Penalty: 2907.275635
	Iteration 30Q: 3 clusters Score -909947.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -909953.312500 Penalty: 2907.275635
	Iteration 31Q: 3 clusters Score -909953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -909955.937500 Penalty: 2907.275635
	Iteration 32Q: 3 clusters Score -909955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -909956.062500 Penalty: 2907.275635
	Iteration 33Q: 3 clusters Score -909956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -909959.000000 Penalty: 2907.275635
	Iteration 34Q: 3 clusters Score -909959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -909958.875000 Penalty: 2907.275635
	Iteration 35Q: 3 clusters Score -909958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -909958.812500 Penalty: 2907.275635
	Iteration 36Q: 3 clusters Score -909958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -909958.812500 Penalty: 2907.275635
	Iteration 37F: 3 clusters Score -909958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Entering Unmasked Estep 
Score: -2008003.500000 Penalty: 1576.602051
	Iteration 0F: 2 clusters Score -2008004 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 8309 members 
Entering Unmasked Estep 
Score: -1996821.750000 Penalty: 3153.204102
	Iteration 0F: 3 clusters Score -1996822 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2000819.375000 Penalty: 3153.204102
	Iteration 1F: 3 clusters Score -2000819 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2001258.125000 Penalty: 3153.204102
	Iteration 2F: 3 clusters Score -2001258 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2001777.875000 Penalty: 3153.204102
	Iteration 3F: 3 clusters Score -2001778 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2002380.500000 Penalty: 3153.204102
	Iteration 4F: 3 clusters Score -2002380 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2003057.750000 Penalty: 3153.204102
	Iteration 5F: 3 clusters Score -2003058 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2003778.750000 Penalty: 3153.204102
	Iteration 6F: 3 clusters Score -2003779 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2004492.375000 Penalty: 3153.204102
	Iteration 7F: 3 clusters Score -2004492 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2005082.000000 Penalty: 3153.204102
	Iteration 8Q: 3 clusters Score -2005082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2005620.625000 Penalty: 3153.204102
	Iteration 9Q: 3 clusters Score -2005621 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2006033.750000 Penalty: 3153.204102
	Iteration 10Q: 3 clusters Score -2006034 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2006390.875000 Penalty: 3153.204102
	Iteration 11Q: 3 clusters Score -2006391 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2006630.125000 Penalty: 3153.204102
	Iteration 12Q: 3 clusters Score -2006630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2006755.375000 Penalty: 3153.204102
	Iteration 13Q: 3 clusters Score -2006755 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2006842.500000 Penalty: 3153.204102
	Iteration 14Q: 3 clusters Score -2006842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2006893.625000 Penalty: 3153.204102
	Iteration 15Q: 3 clusters Score -2006894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2006920.500000 Penalty: 3153.204102
	Iteration 16Q: 3 clusters Score -2006920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2006945.125000 Penalty: 3153.204102
	Iteration 17Q: 3 clusters Score -2006945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2006961.000000 Penalty: 3153.204102
	Iteration 18Q: 3 clusters Score -2006961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2006965.875000 Penalty: 3153.204102
	Iteration 19Q: 3 clusters Score -2006966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2006972.125000 Penalty: 3153.204102
	Iteration 20F: 3 clusters Score -2006972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2006979.375000 Penalty: 3153.204102
	Iteration 21Q: 3 clusters Score -2006979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2006991.500000 Penalty: 3153.204102
	Iteration 22Q: 3 clusters Score -2006992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2007003.125000 Penalty: 3153.204102
	Iteration 23Q: 3 clusters Score -2007003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2007012.000000 Penalty: 3153.204102
	Iteration 24Q: 3 clusters Score -2007012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2007015.000000 Penalty: 3153.204102
	Iteration 25Q: 3 clusters Score -2007015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2007016.125000 Penalty: 3153.204102
	Iteration 26Q: 3 clusters Score -2007016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2007017.000000 Penalty: 3153.204102
	Iteration 27Q: 3 clusters Score -2007017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2007023.500000 Penalty: 3153.204102
	Iteration 28Q: 3 clusters Score -2007024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2007030.000000 Penalty: 3153.204102
	Iteration 29Q: 3 clusters Score -2007030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2007033.500000 Penalty: 3153.204102
	Iteration 30Q: 3 clusters Score -2007034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2007037.625000 Penalty: 3153.204102
	Iteration 31Q: 3 clusters Score -2007038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2007040.000000 Penalty: 3153.204102
	Iteration 32Q: 3 clusters Score -2007040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2007044.625000 Penalty: 3153.204102
	Iteration 33Q: 3 clusters Score -2007045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2007040.750000 Penalty: 3153.204102
	Iteration 34Q: 3 clusters Score -2007041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2007045.000000 Penalty: 3153.204102
	Iteration 35Q: 3 clusters Score -2007045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2007047.000000 Penalty: 3153.204102
	Iteration 36Q: 3 clusters Score -2007047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2007051.875000 Penalty: 3153.204102
	Iteration 37Q: 3 clusters Score -2007052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2007055.125000 Penalty: 3153.204102
	Iteration 38Q: 3 clusters Score -2007055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2007049.625000 Penalty: 3153.204102
	Iteration 39Q: 3 clusters Score -2007050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2007051.875000 Penalty: 3153.204102
	Iteration 40F: 3 clusters Score -2007052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2007051.000000 Penalty: 3153.204102
	Iteration 41Q: 3 clusters Score -2007051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2007051.000000 Penalty: 3153.204102
	Iteration 42F: 3 clusters Score -2007051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -10937.078125 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -10937.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10104.360352 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -10104.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10482.130859 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -10482.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10603.840820 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -10603.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10631.749023 Penalty: 1896.313477
	Iteration 3Q: 3 clusters Score -10631.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10645.098633 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -10645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10646.540039 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -10646.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10646.540039 Penalty: 1896.313477
	Iteration 6F: 3 clusters Score -10646.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118471 members 
Entering Unmasked Estep 
Score: -14921219.000000 Penalty: 1898.393799
	Iteration 0F: 2 clusters Score -1.492122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -14846808.000000 Penalty: 3796.787598
	Iteration 0F: 3 clusters Score -1.484681e+07 nChanged 56816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -14880371.000000 Penalty: 3796.787598
	Iteration 1F: 3 clusters Score -1.488037e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -14881738.000000 Penalty: 3796.787598
	Iteration 2Q: 3 clusters Score -1.488174e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -14883558.000000 Penalty: 3796.787598
	Iteration 3Q: 3 clusters Score -1.488356e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -14886491.000000 Penalty: 3796.787598
	Iteration 4Q: 3 clusters Score -1.488649e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -14891423.000000 Penalty: 3796.787598
	Iteration 5F: 3 clusters Score -1.489142e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -14898497.000000 Penalty: 3796.787598
	Iteration 6F: 3 clusters Score -1.48985e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -14905657.000000 Penalty: 3796.787598
	Iteration 7F: 3 clusters Score -1.490566e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -14910350.000000 Penalty: 3796.787598
	Iteration 8F: 3 clusters Score -1.491035e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -14912597.000000 Penalty: 3796.787598
	Iteration 9Q: 3 clusters Score -1.49126e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -14913983.000000 Penalty: 3796.787598
	Iteration 10Q: 3 clusters Score -1.491398e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -14915045.000000 Penalty: 3796.787598
	Iteration 11Q: 3 clusters Score -1.491504e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 92599 members 
Entering Unmasked Estep 
Score: -14916065.000000 Penalty: 3796.787598
	Iteration 12Q: 3 clusters Score -1.491606e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -14916861.000000 Penalty: 3796.787598
	Iteration 13Q: 3 clusters Score -1.491686e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -14917745.000000 Penalty: 3796.787598
	Iteration 14Q: 3 clusters Score -1.491774e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -14918366.000000 Penalty: 3796.787598
	Iteration 15Q: 3 clusters Score -1.491837e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -14918829.000000 Penalty: 3796.787598
	Iteration 16Q: 3 clusters Score -1.491883e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -14919450.000000 Penalty: 3796.787598
	Iteration 17Q: 3 clusters Score -1.491945e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -14919996.000000 Penalty: 3796.787598
	Iteration 18Q: 3 clusters Score -1.492e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -14920459.000000 Penalty: 3796.787598
	Iteration 19Q: 3 clusters Score -1.492046e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -14920728.000000 Penalty: 3796.787598
	Iteration 20F: 3 clusters Score -1.492073e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -14920966.000000 Penalty: 3796.787598
	Iteration 21Q: 3 clusters Score -1.492097e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -14921103.000000 Penalty: 3796.787598
	Iteration 22Q: 3 clusters Score -1.49211e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -14921294.000000 Penalty: 3796.787598
	Iteration 23Q: 3 clusters Score -1.492129e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -14921498.000000 Penalty: 3796.787598
	Iteration 24Q: 3 clusters Score -1.49215e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -14921614.000000 Penalty: 3796.787598
	Iteration 25Q: 3 clusters Score -1.492161e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -14921437.000000 Penalty: 3796.787598
	Iteration 26Q: 3 clusters Score -1.492144e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -14921302.000000 Penalty: 3796.787598
	Iteration 27Q: 3 clusters Score -1.49213e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -14921211.000000 Penalty: 3796.787598
	Iteration 28Q: 3 clusters Score -1.492121e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -14921129.000000 Penalty: 3796.787598
	Iteration 29Q: 3 clusters Score -1.492113e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -14921012.000000 Penalty: 3796.787598
	Iteration 30Q: 3 clusters Score -1.492101e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 114569 members 
Entering Unmasked Estep 
Score: -14920838.000000 Penalty: 3796.787598
	Iteration 31Q: 3 clusters Score -1.492084e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -14920744.000000 Penalty: 3796.787598
	Iteration 32Q: 3 clusters Score -1.492074e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 115510 members 
Entering Unmasked Estep 
Score: -14920685.000000 Penalty: 3796.787598
	Iteration 33Q: 3 clusters Score -1.492068e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -14920622.000000 Penalty: 3796.787598
	Iteration 34Q: 3 clusters Score -1.492062e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -14920545.000000 Penalty: 3796.787598
	Iteration 35Q: 3 clusters Score -1.492054e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 116384 members 
Entering Unmasked Estep 
Score: -14920497.000000 Penalty: 3796.787598
	Iteration 36Q: 3 clusters Score -1.49205e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -14920467.000000 Penalty: 3796.787598
	Iteration 37Q: 3 clusters Score -1.492047e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -14920447.000000 Penalty: 3796.787598
	Iteration 38Q: 3 clusters Score -1.492045e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
Score: -14920392.000000 Penalty: 3796.787598
	Iteration 39Q: 3 clusters Score -1.492039e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -14920337.000000 Penalty: 3796.787598
	Iteration 40F: 3 clusters Score -1.492034e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -14920322.000000 Penalty: 3796.787598
	Iteration 41Q: 3 clusters Score -1.492032e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -14920298.000000 Penalty: 3796.787598
	Iteration 42Q: 3 clusters Score -1.49203e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 117243 members 
Entering Unmasked Estep 
Score: -14920260.000000 Penalty: 3796.787598
	Iteration 43Q: 3 clusters Score -1.492026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 117289 members 
Entering Unmasked Estep 
Score: -14920245.000000 Penalty: 3796.787598
	Iteration 44Q: 3 clusters Score -1.492024e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -14920235.000000 Penalty: 3796.787598
	Iteration 45Q: 3 clusters Score -1.492024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -14920224.000000 Penalty: 3796.787598
	Iteration 46Q: 3 clusters Score -1.492022e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 117449 members 
Entering Unmasked Estep 
Score: -14920204.000000 Penalty: 3796.787598
	Iteration 47Q: 3 clusters Score -1.49202e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -14920172.000000 Penalty: 3796.787598
	Iteration 48Q: 3 clusters Score -1.492017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -14920136.000000 Penalty: 3796.787598
	Iteration 49Q: 3 clusters Score -1.492014e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 117599 members 
Entering Unmasked Estep 
Score: -14920151.000000 Penalty: 3796.787598
	Iteration 50Q: 3 clusters Score -1.492015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 117641 members 
Entering Unmasked Estep 
Score: -14920126.000000 Penalty: 3796.787598
	Iteration 51Q: 3 clusters Score -1.492013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 117674 members 
Entering Unmasked Estep 
Score: -14920099.000000 Penalty: 3796.787598
	Iteration 52Q: 3 clusters Score -1.49201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -14920095.000000 Penalty: 3796.787598
	Iteration 53Q: 3 clusters Score -1.49201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 117729 members 
Entering Unmasked Estep 
Score: -14920072.000000 Penalty: 3796.787598
	Iteration 54Q: 3 clusters Score -1.492007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
Score: -14920068.000000 Penalty: 3796.787598
	Iteration 55Q: 3 clusters Score -1.492007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 117761 members 
Entering Unmasked Estep 
Score: -14920047.000000 Penalty: 3796.787598
	Iteration 56Q: 3 clusters Score -1.492005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 117777 members 
Entering Unmasked Estep 
Score: -14920049.000000 Penalty: 3796.787598
	Iteration 57Q: 3 clusters Score -1.492005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117794 members 
Entering Unmasked Estep 
Score: -14920075.000000 Penalty: 3796.787598
	Iteration 58Q: 3 clusters Score -1.492008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 117807 members 
Entering Unmasked Estep 
Score: -14920067.000000 Penalty: 3796.787598
	Iteration 59Q: 3 clusters Score -1.492007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -14920073.000000 Penalty: 3796.787598
	Iteration 60F: 3 clusters Score -1.492007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -14920060.000000 Penalty: 3796.787598
	Iteration 61Q: 3 clusters Score -1.492006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 117857 members 
Entering Unmasked Estep 
Score: -14920043.000000 Penalty: 3796.787598
	Iteration 62Q: 3 clusters Score -1.492004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 117871 members 
Entering Unmasked Estep 
Score: -14920060.000000 Penalty: 3796.787598
	Iteration 63Q: 3 clusters Score -1.492006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -14920062.000000 Penalty: 3796.787598
	Iteration 64Q: 3 clusters Score -1.492006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -14920056.000000 Penalty: 3796.787598
	Iteration 65Q: 3 clusters Score -1.492006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -14920058.000000 Penalty: 3796.787598
	Iteration 66Q: 3 clusters Score -1.492006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -14920053.000000 Penalty: 3796.787598
	Iteration 67Q: 3 clusters Score -1.492005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 117892 members 
Entering Unmasked Estep 
Score: -14920054.000000 Penalty: 3796.787598
	Iteration 68Q: 3 clusters Score -1.492005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 117893 members 
Entering Unmasked Estep 
Score: -14920056.000000 Penalty: 3796.787598
	Iteration 69Q: 3 clusters Score -1.492006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -14920049.000000 Penalty: 3796.787598
	Iteration 70Q: 3 clusters Score -1.492005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -14920052.000000 Penalty: 3796.787598
	Iteration 71Q: 3 clusters Score -1.492005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 117901 members 
Entering Unmasked Estep 
Score: -14920050.000000 Penalty: 3796.787598
	Iteration 72Q: 3 clusters Score -1.492005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -14920046.000000 Penalty: 3796.787598
	Iteration 73Q: 3 clusters Score -1.492005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 117914 members 
Entering Unmasked Estep 
Score: -14920046.000000 Penalty: 3796.787598
	Iteration 74Q: 3 clusters Score -1.492005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 117920 members 
Entering Unmasked Estep 
Score: -14920052.000000 Penalty: 3796.787598
	Iteration 75Q: 3 clusters Score -1.492005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -14920051.000000 Penalty: 3796.787598
	Iteration 76Q: 3 clusters Score -1.492005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 117928 members 
Entering Unmasked Estep 
Score: -14920056.000000 Penalty: 3796.787598
	Iteration 77Q: 3 clusters Score -1.492006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -14920050.000000 Penalty: 3796.787598
	Iteration 78Q: 3 clusters Score -1.492005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -14920055.000000 Penalty: 3796.787598
	Iteration 79Q: 3 clusters Score -1.492006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -14920047.000000 Penalty: 3796.787598
	Iteration 80F: 3 clusters Score -1.492005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -14920032.000000 Penalty: 3796.787598
	Iteration 81Q: 3 clusters Score -1.492003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 117944 members 
Entering Unmasked Estep 
Score: -14920031.000000 Penalty: 3796.787598
	Iteration 82Q: 3 clusters Score -1.492003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 117947 members 
Entering Unmasked Estep 
Score: -14920034.000000 Penalty: 3796.787598
	Iteration 83Q: 3 clusters Score -1.492003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 117948 members 
Entering Unmasked Estep 
Score: -14920039.000000 Penalty: 3796.787598
	Iteration 84Q: 3 clusters Score -1.492004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 117948 members 
Entering Unmasked Estep 
Score: -14920039.000000 Penalty: 3796.787598
	Iteration 85F: 3 clusters Score -1.492004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Entering Unmasked Estep 
Score: -6293888.000000 Penalty: 1757.494141
	Iteration 0F: 2 clusters Score -6293888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -6260464.000000 Penalty: 3514.988281
	Iteration 0F: 3 clusters Score -6260464 nChanged 23409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -6274062.000000 Penalty: 3514.988281
	Iteration 1F: 3 clusters Score -6274062 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -6274756.500000 Penalty: 3514.988281
	Iteration 2Q: 3 clusters Score -6274756 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -6275653.000000 Penalty: 3514.988281
	Iteration 3Q: 3 clusters Score -6275653 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -6277183.000000 Penalty: 3514.988281
	Iteration 4F: 3 clusters Score -6277183 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -6279680.000000 Penalty: 3514.988281
	Iteration 5F: 3 clusters Score -6279680 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6283201.500000 Penalty: 3514.988281
	Iteration 6F: 3 clusters Score -6283202 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -6287110.000000 Penalty: 3514.988281
	Iteration 7F: 3 clusters Score -6287110 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6290056.500000 Penalty: 3514.988281
	Iteration 8F: 3 clusters Score -6290056 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6291482.000000 Penalty: 3514.988281
	Iteration 9Q: 3 clusters Score -6291482 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6291990.000000 Penalty: 3514.988281
	Iteration 10Q: 3 clusters Score -6291990 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6292167.500000 Penalty: 3514.988281
	Iteration 11Q: 3 clusters Score -6292168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6292234.500000 Penalty: 3514.988281
	Iteration 12Q: 3 clusters Score -6292234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6292289.500000 Penalty: 3514.988281
	Iteration 13Q: 3 clusters Score -6292290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6292338.000000 Penalty: 3514.988281
	Iteration 14Q: 3 clusters Score -6292338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6292376.500000 Penalty: 3514.988281
	Iteration 15Q: 3 clusters Score -6292376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6292387.000000 Penalty: 3514.988281
	Iteration 16Q: 3 clusters Score -6292387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6292414.500000 Penalty: 3514.988281
	Iteration 17Q: 3 clusters Score -6292414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6292424.000000 Penalty: 3514.988281
	Iteration 18Q: 3 clusters Score -6292424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6292441.500000 Penalty: 3514.988281
	Iteration 19Q: 3 clusters Score -6292442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6292455.500000 Penalty: 3514.988281
	Iteration 20F: 3 clusters Score -6292456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6292463.500000 Penalty: 3514.988281
	Iteration 21Q: 3 clusters Score -6292464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6292474.000000 Penalty: 3514.988281
	Iteration 22Q: 3 clusters Score -6292474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6292477.500000 Penalty: 3514.988281
	Iteration 23Q: 3 clusters Score -6292478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6292483.500000 Penalty: 3514.988281
	Iteration 24Q: 3 clusters Score -6292484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6292490.500000 Penalty: 3514.988281
	Iteration 25Q: 3 clusters Score -6292490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6292493.500000 Penalty: 3514.988281
	Iteration 26Q: 3 clusters Score -6292494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6292493.000000 Penalty: 3514.988281
	Iteration 27Q: 3 clusters Score -6292493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6292499.000000 Penalty: 3514.988281
	Iteration 28Q: 3 clusters Score -6292499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6292498.000000 Penalty: 3514.988281
	Iteration 29Q: 3 clusters Score -6292498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6292498.000000 Penalty: 3514.988281
	Iteration 30F: 3 clusters Score -6292498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -512536.093750 Penalty: 1357.902100
	Iteration 0F: 2 clusters Score -512536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -509035.312500 Penalty: 2715.804199
	Iteration 0F: 3 clusters Score -509035.3 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -510071.906250 Penalty: 2715.804199
	Iteration 1F: 3 clusters Score -510071.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -510330.875000 Penalty: 2715.804199
	Iteration 2F: 3 clusters Score -510330.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -510524.281250 Penalty: 2715.804199
	Iteration 3F: 3 clusters Score -510524.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -510675.437500 Penalty: 2715.804199
	Iteration 4Q: 3 clusters Score -510675.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -510827.687500 Penalty: 2715.804199
	Iteration 5Q: 3 clusters Score -510827.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -510995.468750 Penalty: 2715.804199
	Iteration 6Q: 3 clusters Score -510995.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -511170.906250 Penalty: 2715.804199
	Iteration 7Q: 3 clusters Score -511170.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -511370.843750 Penalty: 2715.804199
	Iteration 8Q: 3 clusters Score -511370.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -511538.656250 Penalty: 2715.804199
	Iteration 9Q: 3 clusters Score -511538.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -511669.343750 Penalty: 2715.804199
	Iteration 10Q: 3 clusters Score -511669.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -511790.593750 Penalty: 2715.804199
	Iteration 11Q: 3 clusters Score -511790.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -511891.437500 Penalty: 2715.804199
	Iteration 12Q: 3 clusters Score -511891.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -511963.250000 Penalty: 2715.804199
	Iteration 13Q: 3 clusters Score -511963.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -512037.656250 Penalty: 2715.804199
	Iteration 14Q: 3 clusters Score -512037.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -512111.031250 Penalty: 2715.804199
	Iteration 15Q: 3 clusters Score -512111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -512154.031250 Penalty: 2715.804199
	Iteration 16Q: 3 clusters Score -512154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -512179.000000 Penalty: 2715.804199
	Iteration 17Q: 3 clusters Score -512179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -512191.531250 Penalty: 2715.804199
	Iteration 18Q: 3 clusters Score -512191.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -512194.875000 Penalty: 2715.804199
	Iteration 19Q: 3 clusters Score -512194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -512196.312500 Penalty: 2715.804199
	Iteration 20F: 3 clusters Score -512196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -512197.000000 Penalty: 2715.804199
	Iteration 21Q: 3 clusters Score -512197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -512200.625000 Penalty: 2715.804199
	Iteration 22Q: 3 clusters Score -512200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -512202.500000 Penalty: 2715.804199
	Iteration 23Q: 3 clusters Score -512202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -512202.375000 Penalty: 2715.804199
	Iteration 24Q: 3 clusters Score -512202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -512202.375000 Penalty: 2715.804199
	Iteration 25F: 3 clusters Score -512202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Entering Unmasked Estep 
Score: -14370448.000000 Penalty: 1892.017090
	Iteration 0F: 2 clusters Score -1.437045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -14297206.000000 Penalty: 3784.034180
	Iteration 0F: 3 clusters Score -1.429721e+07 nChanged 54350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -14329243.000000 Penalty: 3784.034180
	Iteration 1F: 3 clusters Score -1.432924e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -14330440.000000 Penalty: 3784.034180
	Iteration 2Q: 3 clusters Score -1.433044e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -14332359.000000 Penalty: 3784.034180
	Iteration 3Q: 3 clusters Score -1.433236e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68162 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -14335372.000000 Penalty: 3784.034180
	Iteration 4Q: 3 clusters Score -1.433537e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -14339795.000000 Penalty: 3784.034180
	Iteration 5F: 3 clusters Score -1.43398e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -14345470.000000 Penalty: 3784.034180
	Iteration 6F: 3 clusters Score -1.434547e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -14351202.000000 Penalty: 3784.034180
	Iteration 7F: 3 clusters Score -1.43512e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -14355839.000000 Penalty: 3784.034180
	Iteration 8F: 3 clusters Score -1.435584e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -14359378.000000 Penalty: 3784.034180
	Iteration 9Q: 3 clusters Score -1.435938e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -14362071.000000 Penalty: 3784.034180
	Iteration 10Q: 3 clusters Score -1.436207e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -14364151.000000 Penalty: 3784.034180
	Iteration 11Q: 3 clusters Score -1.436415e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -14365569.000000 Penalty: 3784.034180
	Iteration 12Q: 3 clusters Score -1.436557e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106998 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -14366527.000000 Penalty: 3784.034180
	Iteration 13Q: 3 clusters Score -1.436653e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -14367123.000000 Penalty: 3784.034180
	Iteration 14Q: 3 clusters Score -1.436712e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -14367554.000000 Penalty: 3784.034180
	Iteration 15Q: 3 clusters Score -1.436755e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110256 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14367948.000000 Penalty: 3784.034180
	Iteration 16Q: 3 clusters Score -1.436795e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110857 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -14368238.000000 Penalty: 3784.034180
	Iteration 17Q: 3 clusters Score -1.436824e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -14368381.000000 Penalty: 3784.034180
	Iteration 18Q: 3 clusters Score -1.436838e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -14368545.000000 Penalty: 3784.034180
	Iteration 19Q: 3 clusters Score -1.436854e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -14368699.000000 Penalty: 3784.034180
	Iteration 20F: 3 clusters Score -1.43687e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -14368763.000000 Penalty: 3784.034180
	Iteration 21Q: 3 clusters Score -1.436876e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -14368804.000000 Penalty: 3784.034180
	Iteration 22Q: 3 clusters Score -1.43688e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14368849.000000 Penalty: 3784.034180
	Iteration 23Q: 3 clusters Score -1.436885e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14368872.000000 Penalty: 3784.034180
	Iteration 24Q: 3 clusters Score -1.436887e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112380 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -14368895.000000 Penalty: 3784.034180
	Iteration 25Q: 3 clusters Score -1.43689e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14368932.000000 Penalty: 3784.034180
	Iteration 26Q: 3 clusters Score -1.436893e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112489 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -14368956.000000 Penalty: 3784.034180
	Iteration 27Q: 3 clusters Score -1.436896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112535 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14368989.000000 Penalty: 3784.034180
	Iteration 28Q: 3 clusters Score -1.436899e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112575 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14369009.000000 Penalty: 3784.034180
	Iteration 29Q: 3 clusters Score -1.436901e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112609 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14369035.000000 Penalty: 3784.034180
	Iteration 30Q: 3 clusters Score -1.436904e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -14369044.000000 Penalty: 3784.034180
	Iteration 31Q: 3 clusters Score -1.436904e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14369070.000000 Penalty: 3784.034180
	Iteration 32Q: 3 clusters Score -1.436907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112707 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -14369087.000000 Penalty: 3784.034180
	Iteration 33Q: 3 clusters Score -1.436909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14369064.000000 Penalty: 3784.034180
	Iteration 34Q: 3 clusters Score -1.436906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14369063.000000 Penalty: 3784.034180
	Iteration 35Q: 3 clusters Score -1.436906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14369078.000000 Penalty: 3784.034180
	Iteration 36Q: 3 clusters Score -1.436908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112740 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -14369104.000000 Penalty: 3784.034180
	Iteration 37Q: 3 clusters Score -1.43691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112745 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14369108.000000 Penalty: 3784.034180
	Iteration 38Q: 3 clusters Score -1.436911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14369106.000000 Penalty: 3784.034180
	Iteration 39Q: 3 clusters Score -1.436911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112747 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14369112.000000 Penalty: 3784.034180
	Iteration 40F: 3 clusters Score -1.436911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14369103.000000 Penalty: 3784.034180
	Iteration 41Q: 3 clusters Score -1.43691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112750 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -14369101.000000 Penalty: 3784.034180
	Iteration 42Q: 3 clusters Score -1.43691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112754 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -14369120.000000 Penalty: 3784.034180
	Iteration 43Q: 3 clusters Score -1.436912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112757 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -14369112.000000 Penalty: 3784.034180
	Iteration 44Q: 3 clusters Score -1.436911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112760 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -14369115.000000 Penalty: 3784.034180
	Iteration 45Q: 3 clusters Score -1.436912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112761 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -14369108.000000 Penalty: 3784.034180
	Iteration 46Q: 3 clusters Score -1.436911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14369111.000000 Penalty: 3784.034180
	Iteration 47Q: 3 clusters Score -1.436911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14369112.000000 Penalty: 3784.034180
	Iteration 48Q: 3 clusters Score -1.436911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112772 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14369124.000000 Penalty: 3784.034180
	Iteration 49Q: 3 clusters Score -1.436912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -14369104.000000 Penalty: 3784.034180
	Iteration 50Q: 3 clusters Score -1.43691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14369114.000000 Penalty: 3784.034180
	Iteration 51Q: 3 clusters Score -1.436911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14369113.000000 Penalty: 3784.034180
	Iteration 52Q: 3 clusters Score -1.436911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14369113.000000 Penalty: 3784.034180
	Iteration 53F: 3 clusters Score -1.436911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -203916.734375 Penalty: 1210.259521
	Iteration 0F: 2 clusters Score -203916.7 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 858 members 
Entering Unmasked Estep 
Score: -202032.437500 Penalty: 2420.519043
	Iteration 0F: 3 clusters Score -202032.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -202509.468750 Penalty: 2420.519043
	Iteration 1F: 3 clusters Score -202509.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202640.421875 Penalty: 2420.519043
	Iteration 2F: 3 clusters Score -202640.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -202724.390625 Penalty: 2420.519043
	Iteration 3F: 3 clusters Score -202724.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -202782.734375 Penalty: 2420.519043
	Iteration 4Q: 3 clusters Score -202782.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -202823.640625 Penalty: 2420.519043
	Iteration 5Q: 3 clusters Score -202823.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -202850.937500 Penalty: 2420.519043
	Iteration 6Q: 3 clusters Score -202850.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -202876.546875 Penalty: 2420.519043
	Iteration 7Q: 3 clusters Score -202876.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -202905.015625 Penalty: 2420.519043
	Iteration 8Q: 3 clusters Score -202905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -202937.812500 Penalty: 2420.519043
	Iteration 9Q: 3 clusters Score -202937.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -202974.375000 Penalty: 2420.519043
	Iteration 10Q: 3 clusters Score -202974.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -203012.421875 Penalty: 2420.519043
	Iteration 11Q: 3 clusters Score -203012.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -203044.500000 Penalty: 2420.519043
	Iteration 12Q: 3 clusters Score -203044.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -203073.234375 Penalty: 2420.519043
	Iteration 13Q: 3 clusters Score -203073.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -203093.687500 Penalty: 2420.519043
	Iteration 14Q: 3 clusters Score -203093.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -203113.171875 Penalty: 2420.519043
	Iteration 15Q: 3 clusters Score -203113.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -203133.671875 Penalty: 2420.519043
	Iteration 16Q: 3 clusters Score -203133.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -203148.828125 Penalty: 2420.519043
	Iteration 17Q: 3 clusters Score -203148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -203154.093750 Penalty: 2420.519043
	Iteration 18Q: 3 clusters Score -203154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -203158.343750 Penalty: 2420.519043
	Iteration 19Q: 3 clusters Score -203158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -203163.656250 Penalty: 2420.519043
	Iteration 20F: 3 clusters Score -203163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -203165.453125 Penalty: 2420.519043
	Iteration 21Q: 3 clusters Score -203165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -203165.453125 Penalty: 2420.519043
	Iteration 22F: 3 clusters Score -203165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -100150.929688 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -100150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98771.523438 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -98771.52 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99190.773438 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -99190.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99447.890625 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -99447.89 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99688.898438 Penalty: 2239.117188
	Iteration 3F: 3 clusters Score -99688.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99872.890625 Penalty: 2239.117188
	Iteration 4F: 3 clusters Score -99872.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99984.000000 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -99984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100047.734375 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -100047.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100092.187500 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -100092.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100133.445312 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -100133.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -100172.296875 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -100172.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100198.710938 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -100198.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100231.312500 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -100231.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100258.523438 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -100258.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100277.015625 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -100277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100288.960938 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -100289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100299.632812 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -100299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100316.500000 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -100316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100328.250000 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -100328.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100340.132812 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -100340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100358.671875 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -100358.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100367.234375 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -100367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100376.078125 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -100376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100388.257812 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -100388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100407.804688 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -100407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100427.695312 Penalty: 2239.117188
	Iteration 24Q: 3 clusters Score -100427.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100446.304688 Penalty: 2239.117188
	Iteration 25Q: 3 clusters Score -100446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100451.312500 Penalty: 2239.117188
	Iteration 26Q: 3 clusters Score -100451.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100454.062500 Penalty: 2239.117188
	Iteration 27Q: 3 clusters Score -100454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100454.890625 Penalty: 2239.117188
	Iteration 28Q: 3 clusters Score -100454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100454.890625 Penalty: 2239.117188
	Iteration 29F: 3 clusters Score -100454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 109936 members 
Mstep: Class 3 contains 117697 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124119 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118471 members 
Mstep: Class 21 contains 49779 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13806 members 
Mstep: Class 31 contains 50208 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
Score: -141712320.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141713568.000000 to -141712320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -59696.835938 Penalty: 1052.757812
	Iteration 0F: 2 clusters Score -59696.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58698.257812 Penalty: 2105.515625
	Iteration 0F: 3 clusters Score -58698.26 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59044.550781 Penalty: 2105.515625
	Iteration 1F: 3 clusters Score -59044.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59158.386719 Penalty: 2105.515625
	Iteration 2F: 3 clusters Score -59158.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59235.058594 Penalty: 2105.515625
	Iteration 3F: 3 clusters Score -59235.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59289.062500 Penalty: 2105.515625
	Iteration 4Q: 3 clusters Score -59289.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59349.199219 Penalty: 2105.515625
	Iteration 5Q: 3 clusters Score -59349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59372.070312 Penalty: 2105.515625
	Iteration 6Q: 3 clusters Score -59372.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59388.386719 Penalty: 2105.515625
	Iteration 7Q: 3 clusters Score -59388.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59400.046875 Penalty: 2105.515625
	Iteration 8Q: 3 clusters Score -59400.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59404.707031 Penalty: 2105.515625
	Iteration 9Q: 3 clusters Score -59404.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59417.195312 Penalty: 2105.515625
	Iteration 10Q: 3 clusters Score -59417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59420.277344 Penalty: 2105.515625
	Iteration 11Q: 3 clusters Score -59420.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59435.960938 Penalty: 2105.515625
	Iteration 12Q: 3 clusters Score -59435.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59444.359375 Penalty: 2105.515625
	Iteration 13Q: 3 clusters Score -59444.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59446.300781 Penalty: 2105.515625
	Iteration 14Q: 3 clusters Score -59446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59446.300781 Penalty: 2105.515625
	Iteration 15F: 3 clusters Score -59446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -752792.437500 Penalty: 1417.101440
	Iteration 0F: 2 clusters Score -752792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -748068.875000 Penalty: 2834.202881
	Iteration 0F: 3 clusters Score -748068.9 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -749442.562500 Penalty: 2834.202881
	Iteration 1F: 3 clusters Score -749442.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -749672.125000 Penalty: 2834.202881
	Iteration 2F: 3 clusters Score -749672.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -749844.625000 Penalty: 2834.202881
	Iteration 3F: 3 clusters Score -749844.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -749977.250000 Penalty: 2834.202881
	Iteration 4Q: 3 clusters Score -749977.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -750102.187500 Penalty: 2834.202881
	Iteration 5Q: 3 clusters Score -750102.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -750223.875000 Penalty: 2834.202881
	Iteration 6Q: 3 clusters Score -750223.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -750339.125000 Penalty: 2834.202881
	Iteration 7Q: 3 clusters Score -750339.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -750461.312500 Penalty: 2834.202881
	Iteration 8Q: 3 clusters Score -750461.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -750600.750000 Penalty: 2834.202881
	Iteration 9Q: 3 clusters Score -750600.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -750723.937500 Penalty: 2834.202881
	Iteration 10Q: 3 clusters Score -750723.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -750812.375000 Penalty: 2834.202881
	Iteration 11Q: 3 clusters Score -750812.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -750885.250000 Penalty: 2834.202881
	Iteration 12Q: 3 clusters Score -750885.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -750959.562500 Penalty: 2834.202881
	Iteration 13Q: 3 clusters Score -750959.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -751013.500000 Penalty: 2834.202881
	Iteration 14Q: 3 clusters Score -751013.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -751053.812500 Penalty: 2834.202881
	Iteration 15Q: 3 clusters Score -751053.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -751083.312500 Penalty: 2834.202881
	Iteration 16Q: 3 clusters Score -751083.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -751108.062500 Penalty: 2834.202881
	Iteration 17Q: 3 clusters Score -751108.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -751137.562500 Penalty: 2834.202881
	Iteration 18Q: 3 clusters Score -751137.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -751158.625000 Penalty: 2834.202881
	Iteration 19Q: 3 clusters Score -751158.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -751176.687500 Penalty: 2834.202881
	Iteration 20F: 3 clusters Score -751176.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -751189.750000 Penalty: 2834.202881
	Iteration 21Q: 3 clusters Score -751189.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -751200.187500 Penalty: 2834.202881
	Iteration 22Q: 3 clusters Score -751200.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -751209.812500 Penalty: 2834.202881
	Iteration 23Q: 3 clusters Score -751209.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -751218.312500 Penalty: 2834.202881
	Iteration 24Q: 3 clusters Score -751218.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -751223.625000 Penalty: 2834.202881
	Iteration 25Q: 3 clusters Score -751223.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -751228.687500 Penalty: 2834.202881
	Iteration 26Q: 3 clusters Score -751228.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -751238.375000 Penalty: 2834.202881
	Iteration 27Q: 3 clusters Score -751238.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -751240.375000 Penalty: 2834.202881
	Iteration 28Q: 3 clusters Score -751240.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -751245.812500 Penalty: 2834.202881
	Iteration 29Q: 3 clusters Score -751245.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -751248.562500 Penalty: 2834.202881
	Iteration 30Q: 3 clusters Score -751248.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -751252.875000 Penalty: 2834.202881
	Iteration 31Q: 3 clusters Score -751252.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -751257.937500 Penalty: 2834.202881
	Iteration 32Q: 3 clusters Score -751257.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -751264.125000 Penalty: 2834.202881
	Iteration 33Q: 3 clusters Score -751264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -751269.625000 Penalty: 2834.202881
	Iteration 34Q: 3 clusters Score -751269.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -751275.437500 Penalty: 2834.202881
	Iteration 35Q: 3 clusters Score -751275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -751279.750000 Penalty: 2834.202881
	Iteration 36Q: 3 clusters Score -751279.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -751285.250000 Penalty: 2834.202881
	Iteration 37Q: 3 clusters Score -751285.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -751291.187500 Penalty: 2834.202881
	Iteration 38Q: 3 clusters Score -751291.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -751296.875000 Penalty: 2834.202881
	Iteration 39Q: 3 clusters Score -751296.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -751303.812500 Penalty: 2834.202881
	Iteration 40F: 3 clusters Score -751303.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -751317.312500 Penalty: 2834.202881
	Iteration 41Q: 3 clusters Score -751317.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -751325.687500 Penalty: 2834.202881
	Iteration 42Q: 3 clusters Score -751325.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -751339.250000 Penalty: 2834.202881
	Iteration 43Q: 3 clusters Score -751339.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -751348.750000 Penalty: 2834.202881
	Iteration 44Q: 3 clusters Score -751348.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -751354.562500 Penalty: 2834.202881
	Iteration 45Q: 3 clusters Score -751354.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -751358.750000 Penalty: 2834.202881
	Iteration 46Q: 3 clusters Score -751358.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -751359.875000 Penalty: 2834.202881
	Iteration 47Q: 3 clusters Score -751359.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -751367.875000 Penalty: 2834.202881
	Iteration 48Q: 3 clusters Score -751367.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -751378.562500 Penalty: 2834.202881
	Iteration 49Q: 3 clusters Score -751378.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -751390.937500 Penalty: 2834.202881
	Iteration 50Q: 3 clusters Score -751390.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -751400.687500 Penalty: 2834.202881
	Iteration 51Q: 3 clusters Score -751400.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -751409.500000 Penalty: 2834.202881
	Iteration 52Q: 3 clusters Score -751409.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -751416.000000 Penalty: 2834.202881
	Iteration 53Q: 3 clusters Score -751416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -751420.312500 Penalty: 2834.202881
	Iteration 54Q: 3 clusters Score -751420.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -751423.687500 Penalty: 2834.202881
	Iteration 55Q: 3 clusters Score -751423.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -751430.250000 Penalty: 2834.202881
	Iteration 56Q: 3 clusters Score -751430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -751434.500000 Penalty: 2834.202881
	Iteration 57Q: 3 clusters Score -751434.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -751437.187500 Penalty: 2834.202881
	Iteration 58Q: 3 clusters Score -751437.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -751438.125000 Penalty: 2834.202881
	Iteration 59Q: 3 clusters Score -751438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -751438.750000 Penalty: 2834.202881
	Iteration 60F: 3 clusters Score -751438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -751440.187500 Penalty: 2834.202881
	Iteration 61Q: 3 clusters Score -751440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -751441.937500 Penalty: 2834.202881
	Iteration 62Q: 3 clusters Score -751441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -751441.000000 Penalty: 2834.202881
	Iteration 63Q: 3 clusters Score -751441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -751442.875000 Penalty: 2834.202881
	Iteration 64Q: 3 clusters Score -751442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -751444.062500 Penalty: 2834.202881
	Iteration 65Q: 3 clusters Score -751444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -751445.187500 Penalty: 2834.202881
	Iteration 66Q: 3 clusters Score -751445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -751445.187500 Penalty: 2834.202881
	Iteration 67F: 3 clusters Score -751445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -455425.343750 Penalty: 1328.617920
	Iteration 0F: 2 clusters Score -455425.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -452317.093750 Penalty: 2657.235840
	Iteration 0F: 3 clusters Score -452317.1 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -453143.593750 Penalty: 2657.235840
	Iteration 1F: 3 clusters Score -453143.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -453296.937500 Penalty: 2657.235840
	Iteration 2F: 3 clusters Score -453296.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -453399.312500 Penalty: 2657.235840
	Iteration 3Q: 3 clusters Score -453399.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -453469.562500 Penalty: 2657.235840
	Iteration 4Q: 3 clusters Score -453469.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -453521.500000 Penalty: 2657.235840
	Iteration 5Q: 3 clusters Score -453521.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -453554.437500 Penalty: 2657.235840
	Iteration 6Q: 3 clusters Score -453554.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -453581.468750 Penalty: 2657.235840
	Iteration 7Q: 3 clusters Score -453581.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -453601.468750 Penalty: 2657.235840
	Iteration 8Q: 3 clusters Score -453601.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -453621.250000 Penalty: 2657.235840
	Iteration 9Q: 3 clusters Score -453621.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -453647.750000 Penalty: 2657.235840
	Iteration 10Q: 3 clusters Score -453647.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -453671.718750 Penalty: 2657.235840
	Iteration 11Q: 3 clusters Score -453671.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -453695.062500 Penalty: 2657.235840
	Iteration 12Q: 3 clusters Score -453695.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -453716.906250 Penalty: 2657.235840
	Iteration 13Q: 3 clusters Score -453716.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -453734.593750 Penalty: 2657.235840
	Iteration 14Q: 3 clusters Score -453734.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -453752.937500 Penalty: 2657.235840
	Iteration 15Q: 3 clusters Score -453752.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -453775.062500 Penalty: 2657.235840
	Iteration 16Q: 3 clusters Score -453775.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -453797.375000 Penalty: 2657.235840
	Iteration 17Q: 3 clusters Score -453797.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -453825.468750 Penalty: 2657.235840
	Iteration 18Q: 3 clusters Score -453825.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -453851.093750 Penalty: 2657.235840
	Iteration 19Q: 3 clusters Score -453851.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -453873.000000 Penalty: 2657.235840
	Iteration 20F: 3 clusters Score -453873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -453894.031250 Penalty: 2657.235840
	Iteration 21Q: 3 clusters Score -453894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -453915.437500 Penalty: 2657.235840
	Iteration 22Q: 3 clusters Score -453915.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -453944.156250 Penalty: 2657.235840
	Iteration 23Q: 3 clusters Score -453944.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -453979.062500 Penalty: 2657.235840
	Iteration 24Q: 3 clusters Score -453979.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -454005.843750 Penalty: 2657.235840
	Iteration 25Q: 3 clusters Score -454005.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -454027.812500 Penalty: 2657.235840
	Iteration 26Q: 3 clusters Score -454027.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -454045.281250 Penalty: 2657.235840
	Iteration 27Q: 3 clusters Score -454045.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -454057.375000 Penalty: 2657.235840
	Iteration 28Q: 3 clusters Score -454057.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -454070.625000 Penalty: 2657.235840
	Iteration 29Q: 3 clusters Score -454070.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -454083.687500 Penalty: 2657.235840
	Iteration 30Q: 3 clusters Score -454083.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -454093.312500 Penalty: 2657.235840
	Iteration 31Q: 3 clusters Score -454093.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -454098.781250 Penalty: 2657.235840
	Iteration 32Q: 3 clusters Score -454098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -454103.125000 Penalty: 2657.235840
	Iteration 33Q: 3 clusters Score -454103.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -454114.281250 Penalty: 2657.235840
	Iteration 34Q: 3 clusters Score -454114.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -454128.375000 Penalty: 2657.235840
	Iteration 35Q: 3 clusters Score -454128.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -454141.500000 Penalty: 2657.235840
	Iteration 36Q: 3 clusters Score -454141.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -454152.593750 Penalty: 2657.235840
	Iteration 37Q: 3 clusters Score -454152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -454161.687500 Penalty: 2657.235840
	Iteration 38Q: 3 clusters Score -454161.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -454172.062500 Penalty: 2657.235840
	Iteration 39Q: 3 clusters Score -454172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -454182.625000 Penalty: 2657.235840
	Iteration 40F: 3 clusters Score -454182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -454192.593750 Penalty: 2657.235840
	Iteration 41Q: 3 clusters Score -454192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -454199.156250 Penalty: 2657.235840
	Iteration 42Q: 3 clusters Score -454199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -454203.343750 Penalty: 2657.235840
	Iteration 43Q: 3 clusters Score -454203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -454206.000000 Penalty: 2657.235840
	Iteration 44Q: 3 clusters Score -454206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -454210.500000 Penalty: 2657.235840
	Iteration 45Q: 3 clusters Score -454210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -454211.093750 Penalty: 2657.235840
	Iteration 46Q: 3 clusters Score -454211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -454211.093750 Penalty: 2657.235840
	Iteration 47F: 3 clusters Score -454211.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -21986.488281 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -21986.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21286.326172 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -21286.33 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21688.720703 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -21688.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21795.148438 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -21795.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21887.458984 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -21887.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21967.005859 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -21967.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21985.027344 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -21985.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21992.966797 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -21992.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21992.966797 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -21992.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 109936 members 
Mstep: Class 3 contains 117697 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124119 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118471 members 
Mstep: Class 21 contains 49779 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 253 members 
Mstep: Class 30 contains 13806 members 
Mstep: Class 31 contains 50208 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 83 members 
Entering Unmasked Estep 
Score: -141711872.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141713568.000000 to -141711872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -1704023.250000 Penalty: 1549.089600
	Iteration 0F: 2 clusters Score -1704023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1694444.250000 Penalty: 3098.179199
	Iteration 0F: 3 clusters Score -1694444 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1697718.000000 Penalty: 3098.179199
	Iteration 1F: 3 clusters Score -1697718 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1698072.000000 Penalty: 3098.179199
	Iteration 2F: 3 clusters Score -1698072 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1698455.125000 Penalty: 3098.179199
	Iteration 3F: 3 clusters Score -1698455 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1698901.375000 Penalty: 3098.179199
	Iteration 4F: 3 clusters Score -1698901 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1699470.625000 Penalty: 3098.179199
	Iteration 5F: 3 clusters Score -1699471 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1700178.375000 Penalty: 3098.179199
	Iteration 6F: 3 clusters Score -1700178 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1700946.000000 Penalty: 3098.179199
	Iteration 7F: 3 clusters Score -1700946 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1701678.000000 Penalty: 3098.179199
	Iteration 8F: 3 clusters Score -1701678 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1702099.125000 Penalty: 3098.179199
	Iteration 9Q: 3 clusters Score -1702099 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1702304.875000 Penalty: 3098.179199
	Iteration 10Q: 3 clusters Score -1702305 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1702393.250000 Penalty: 3098.179199
	Iteration 11Q: 3 clusters Score -1702393 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1702455.000000 Penalty: 3098.179199
	Iteration 12Q: 3 clusters Score -1702455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1702513.125000 Penalty: 3098.179199
	Iteration 13Q: 3 clusters Score -1702513 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1702535.250000 Penalty: 3098.179199
	Iteration 14Q: 3 clusters Score -1702535 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1702568.250000 Penalty: 3098.179199
	Iteration 15Q: 3 clusters Score -1702568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1702596.875000 Penalty: 3098.179199
	Iteration 16Q: 3 clusters Score -1702597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1702620.500000 Penalty: 3098.179199
	Iteration 17Q: 3 clusters Score -1702620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1702639.750000 Penalty: 3098.179199
	Iteration 18Q: 3 clusters Score -1702640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1702653.500000 Penalty: 3098.179199
	Iteration 19Q: 3 clusters Score -1702654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1702672.000000 Penalty: 3098.179199
	Iteration 20F: 3 clusters Score -1702672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1702678.000000 Penalty: 3098.179199
	Iteration 21Q: 3 clusters Score -1702678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1702685.750000 Penalty: 3098.179199
	Iteration 22Q: 3 clusters Score -1702686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1702688.125000 Penalty: 3098.179199
	Iteration 23Q: 3 clusters Score -1702688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1702695.500000 Penalty: 3098.179199
	Iteration 24Q: 3 clusters Score -1702696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1702699.125000 Penalty: 3098.179199
	Iteration 25Q: 3 clusters Score -1702699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1702706.125000 Penalty: 3098.179199
	Iteration 26Q: 3 clusters Score -1702706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1702713.750000 Penalty: 3098.179199
	Iteration 27Q: 3 clusters Score -1702714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1702717.000000 Penalty: 3098.179199
	Iteration 28Q: 3 clusters Score -1702717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1702725.250000 Penalty: 3098.179199
	Iteration 29Q: 3 clusters Score -1702725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1702729.750000 Penalty: 3098.179199
	Iteration 30Q: 3 clusters Score -1702730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1702737.375000 Penalty: 3098.179199
	Iteration 31Q: 3 clusters Score -1702737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1702740.875000 Penalty: 3098.179199
	Iteration 32Q: 3 clusters Score -1702741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1702746.500000 Penalty: 3098.179199
	Iteration 33Q: 3 clusters Score -1702746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1702749.125000 Penalty: 3098.179199
	Iteration 34Q: 3 clusters Score -1702749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1702752.125000 Penalty: 3098.179199
	Iteration 35Q: 3 clusters Score -1702752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1702756.000000 Penalty: 3098.179199
	Iteration 36Q: 3 clusters Score -1702756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1702762.750000 Penalty: 3098.179199
	Iteration 37Q: 3 clusters Score -1702763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1702772.750000 Penalty: 3098.179199
	Iteration 38Q: 3 clusters Score -1702773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1702783.250000 Penalty: 3098.179199
	Iteration 39Q: 3 clusters Score -1702783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1702787.625000 Penalty: 3098.179199
	Iteration 40F: 3 clusters Score -1702788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1702793.750000 Penalty: 3098.179199
	Iteration 41Q: 3 clusters Score -1702794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1702806.625000 Penalty: 3098.179199
	Iteration 42Q: 3 clusters Score -1702807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1702810.500000 Penalty: 3098.179199
	Iteration 43Q: 3 clusters Score -1702810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1702823.000000 Penalty: 3098.179199
	Iteration 44Q: 3 clusters Score -1702823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1702828.875000 Penalty: 3098.179199
	Iteration 45Q: 3 clusters Score -1702829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1702831.750000 Penalty: 3098.179199
	Iteration 46Q: 3 clusters Score -1702832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1702835.625000 Penalty: 3098.179199
	Iteration 47Q: 3 clusters Score -1702836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1702838.250000 Penalty: 3098.179199
	Iteration 48Q: 3 clusters Score -1702838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1702833.875000 Penalty: 3098.179199
	Iteration 49Q: 3 clusters Score -1702834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1702839.375000 Penalty: 3098.179199
	Iteration 50Q: 3 clusters Score -1702839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1702839.125000 Penalty: 3098.179199
	Iteration 51Q: 3 clusters Score -1702839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1702840.750000 Penalty: 3098.179199
	Iteration 52Q: 3 clusters Score -1702841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1702845.375000 Penalty: 3098.179199
	Iteration 53Q: 3 clusters Score -1702845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1702841.250000 Penalty: 3098.179199
	Iteration 54Q: 3 clusters Score -1702841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1702847.500000 Penalty: 3098.179199
	Iteration 55Q: 3 clusters Score -1702848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1702851.250000 Penalty: 3098.179199
	Iteration 56Q: 3 clusters Score -1702851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1702859.000000 Penalty: 3098.179199
	Iteration 57Q: 3 clusters Score -1702859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1702858.125000 Penalty: 3098.179199
	Iteration 58Q: 3 clusters Score -1702858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1702860.000000 Penalty: 3098.179199
	Iteration 59Q: 3 clusters Score -1702860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1702863.375000 Penalty: 3098.179199
	Iteration 60F: 3 clusters Score -1702863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1702861.750000 Penalty: 3098.179199
	Iteration 61Q: 3 clusters Score -1702862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1702864.375000 Penalty: 3098.179199
	Iteration 62Q: 3 clusters Score -1702864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1702861.125000 Penalty: 3098.179199
	Iteration 63Q: 3 clusters Score -1702861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1702861.125000 Penalty: 3098.179199
	Iteration 64F: 3 clusters Score -1702861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (50208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Entering Unmasked Estep 
Score: -6131568.500000 Penalty: 1758.888550
	Iteration 0F: 2 clusters Score -6131568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -6097862.000000 Penalty: 3517.777100
	Iteration 0F: 3 clusters Score -6097862 nChanged 23568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -6111409.500000 Penalty: 3517.777100
	Iteration 1F: 3 clusters Score -6111410 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -6112011.000000 Penalty: 3517.777100
	Iteration 2Q: 3 clusters Score -6112011 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -6112858.500000 Penalty: 3517.777100
	Iteration 3Q: 3 clusters Score -6112858 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -6114199.500000 Penalty: 3517.777100
	Iteration 4F: 3 clusters Score -6114200 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6116412.500000 Penalty: 3517.777100
	Iteration 5F: 3 clusters Score -6116412 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -6119719.500000 Penalty: 3517.777100
	Iteration 6F: 3 clusters Score -6119720 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -6123296.500000 Penalty: 3517.777100
	Iteration 7F: 3 clusters Score -6123296 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -6126241.000000 Penalty: 3517.777100
	Iteration 8F: 3 clusters Score -6126241 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -6128135.500000 Penalty: 3517.777100
	Iteration 9Q: 3 clusters Score -6128136 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -6129149.000000 Penalty: 3517.777100
	Iteration 10Q: 3 clusters Score -6129149 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -6129613.000000 Penalty: 3517.777100
	Iteration 11Q: 3 clusters Score -6129613 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -6129785.500000 Penalty: 3517.777100
	Iteration 12Q: 3 clusters Score -6129786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6129863.000000 Penalty: 3517.777100
	Iteration 13Q: 3 clusters Score -6129863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6129926.500000 Penalty: 3517.777100
	Iteration 14Q: 3 clusters Score -6129926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6129963.500000 Penalty: 3517.777100
	Iteration 15Q: 3 clusters Score -6129964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -6129995.000000 Penalty: 3517.777100
	Iteration 16Q: 3 clusters Score -6129995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -6130013.000000 Penalty: 3517.777100
	Iteration 17Q: 3 clusters Score -6130013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -6130023.000000 Penalty: 3517.777100
	Iteration 18Q: 3 clusters Score -6130023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -6130035.500000 Penalty: 3517.777100
	Iteration 19Q: 3 clusters Score -6130036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6130037.500000 Penalty: 3517.777100
	Iteration 20F: 3 clusters Score -6130038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -6130042.500000 Penalty: 3517.777100
	Iteration 21Q: 3 clusters Score -6130042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6130036.500000 Penalty: 3517.777100
	Iteration 22Q: 3 clusters Score -6130036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6130044.500000 Penalty: 3517.777100
	Iteration 23Q: 3 clusters Score -6130044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -6130043.000000 Penalty: 3517.777100
	Iteration 24Q: 3 clusters Score -6130043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -6130049.500000 Penalty: 3517.777100
	Iteration 25Q: 3 clusters Score -6130050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -6130049.500000 Penalty: 3517.777100
	Iteration 26F: 3 clusters Score -6130050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -48257.578125 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -48257.58 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 268 members 
Entering Unmasked Estep 
Score: -47227.718750 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -47227.72 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47470.167969 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -47470.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47674.207031 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -47674.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47852.417969 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -47852.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47974.785156 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -47974.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48066.492188 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -48066.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48129.406250 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -48129.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48195.675781 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -48195.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48237.183594 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -48237.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48259.730469 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -48259.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48286.988281 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -48286.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48298.960938 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -48298.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48303.464844 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -48303.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48309.996094 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -48310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48315.097656 Penalty: 2029.354248
	Iteration 14Q: 3 clusters Score -48315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48324.226562 Penalty: 2029.354248
	Iteration 15Q: 3 clusters Score -48324.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48358.082031 Penalty: 2029.354248
	Iteration 16Q: 3 clusters Score -48358.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48477.285156 Penalty: 2029.354248
	Iteration 17Q: 3 clusters Score -48477.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48494.597656 Penalty: 2029.354248
	Iteration 18Q: 3 clusters Score -48494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48495.449219 Penalty: 2029.354248
	Iteration 19Q: 3 clusters Score -48495.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48495.515625 Penalty: 2029.354248
	Iteration 20F: 3 clusters Score -48495.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48501.574219 Penalty: 2029.354248
	Iteration 21Q: 3 clusters Score -48501.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48506.199219 Penalty: 2029.354248
	Iteration 22Q: 3 clusters Score -48506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48506.199219 Penalty: 2029.354248
	Iteration 23F: 3 clusters Score -48506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 109936 members 
Mstep: Class 3 contains 117697 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124119 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118471 members 
Mstep: Class 21 contains 49779 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13806 members 
Mstep: Class 31 contains 50208 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 261 members 
Entering Unmasked Estep 
Score: -141712096.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141713568.000000 to -141712096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -274321.156250 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -274321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -272038.687500 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -272038.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -272645.968750 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -272646 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -272766.843750 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -272766.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -272848.906250 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -272848.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -272923.812500 Penalty: 2527.373779
	Iteration 4Q: 3 clusters Score -272923.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -273004.093750 Penalty: 2527.373779
	Iteration 5Q: 3 clusters Score -273004.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -273096.468750 Penalty: 2527.373779
	Iteration 6Q: 3 clusters Score -273096.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -273220.500000 Penalty: 2527.373779
	Iteration 7Q: 3 clusters Score -273220.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -273315.906250 Penalty: 2527.373779
	Iteration 8Q: 3 clusters Score -273315.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -273410.718750 Penalty: 2527.373779
	Iteration 9Q: 3 clusters Score -273410.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -273478.250000 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -273478.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -273549.281250 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -273549.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -273586.406250 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -273586.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -273608.625000 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -273608.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -273634.531250 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -273634.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273649.187500 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -273649.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -273659.875000 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -273659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -273668.937500 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -273668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -273673.593750 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -273673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -273678.468750 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -273678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -273684.500000 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -273684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -273688.406250 Penalty: 2527.373779
	Iteration 21Q: 3 clusters Score -273688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -273693.750000 Penalty: 2527.373779
	Iteration 22Q: 3 clusters Score -273693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -273699.187500 Penalty: 2527.373779
	Iteration 23Q: 3 clusters Score -273699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -273704.937500 Penalty: 2527.373779
	Iteration 24Q: 3 clusters Score -273704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -273706.187500 Penalty: 2527.373779
	Iteration 25Q: 3 clusters Score -273706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -273707.218750 Penalty: 2527.373779
	Iteration 26Q: 3 clusters Score -273707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -273707.406250 Penalty: 2527.373779
	Iteration 27Q: 3 clusters Score -273707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -273707.406250 Penalty: 2527.373779
	Iteration 28F: 3 clusters Score -273707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -19665.263672 Penalty: 917.385132
	Iteration 0F: 2 clusters Score -19665.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18935.730469 Penalty: 1834.770264
	Iteration 0F: 3 clusters Score -18935.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19157.234375 Penalty: 1834.770264
	Iteration 1F: 3 clusters Score -19157.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19239.484375 Penalty: 1834.770264
	Iteration 2F: 3 clusters Score -19239.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19287.523438 Penalty: 1834.770264
	Iteration 3Q: 3 clusters Score -19287.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19290.414062 Penalty: 1834.770264
	Iteration 4Q: 3 clusters Score -19290.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19298.974609 Penalty: 1834.770264
	Iteration 5Q: 3 clusters Score -19298.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19304.296875 Penalty: 1834.770264
	Iteration 6Q: 3 clusters Score -19304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19305.753906 Penalty: 1834.770264
	Iteration 7Q: 3 clusters Score -19305.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19306.738281 Penalty: 1834.770264
	Iteration 8F: 3 clusters Score -19306.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19322.031250 Penalty: 1834.770264
	Iteration 9Q: 3 clusters Score -19322.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19338.847656 Penalty: 1834.770264
	Iteration 10Q: 3 clusters Score -19338.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19365.648438 Penalty: 1834.770264
	Iteration 11Q: 3 clusters Score -19365.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19367.703125 Penalty: 1834.770264
	Iteration 12Q: 3 clusters Score -19367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19368.546875 Penalty: 1834.770264
	Iteration 13Q: 3 clusters Score -19368.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19368.546875 Penalty: 1834.770264
	Iteration 14F: 3 clusters Score -19368.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -77663.382812 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -77663.38 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 327 members 
Entering Unmasked Estep 
Score: -76452.531250 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -76452.53 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76633.140625 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -76633.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76688.484375 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -76688.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76741.570312 Penalty: 2120.634521
	Iteration 3F: 3 clusters Score -76741.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76773.453125 Penalty: 2120.634521
	Iteration 4Q: 3 clusters Score -76773.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76797.429688 Penalty: 2120.634521
	Iteration 5Q: 3 clusters Score -76797.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76815.414062 Penalty: 2120.634521
	Iteration 6Q: 3 clusters Score -76815.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76827.828125 Penalty: 2120.634521
	Iteration 7Q: 3 clusters Score -76827.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76840.679688 Penalty: 2120.634521
	Iteration 8Q: 3 clusters Score -76840.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76859.000000 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -76859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76902.039062 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -76902.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76973.234375 Penalty: 2120.634521
	Iteration 11Q: 3 clusters Score -76973.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77063.070312 Penalty: 2120.634521
	Iteration 12Q: 3 clusters Score -77063.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77176.257812 Penalty: 2120.634521
	Iteration 13Q: 3 clusters Score -77176.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77313.125000 Penalty: 2120.634521
	Iteration 14Q: 3 clusters Score -77313.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77412.492188 Penalty: 2120.634521
	Iteration 15Q: 3 clusters Score -77412.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77478.820312 Penalty: 2120.634521
	Iteration 16Q: 3 clusters Score -77478.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77531.015625 Penalty: 2120.634521
	Iteration 17Q: 3 clusters Score -77531.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77550.757812 Penalty: 2120.634521
	Iteration 18Q: 3 clusters Score -77550.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77564.078125 Penalty: 2120.634521
	Iteration 19Q: 3 clusters Score -77564.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77573.210938 Penalty: 2120.634521
	Iteration 20F: 3 clusters Score -77573.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77579.757812 Penalty: 2120.634521
	Iteration 21Q: 3 clusters Score -77579.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77579.757812 Penalty: 2120.634521
	Iteration 22F: 3 clusters Score -77579.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -26695.712891 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -26695.71 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 216 members 
Entering Unmasked Estep 
Score: -25783.708984 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -25783.71 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26113.515625 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -26113.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26324.658203 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -26324.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26514.205078 Penalty: 1961.531494
	Iteration 3F: 3 clusters Score -26514.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26674.990234 Penalty: 1961.531494
	Iteration 4F: 3 clusters Score -26674.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26742.294922 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -26742.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26804.123047 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -26804.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26808.259766 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -26808.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26808.259766 Penalty: 1961.531494
	Iteration 8F: 3 clusters Score -26808.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 109936 members 
Mstep: Class 3 contains 117697 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124119 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118471 members 
Mstep: Class 21 contains 49779 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13806 members 
Mstep: Class 31 contains 50208 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 226 members 
Mstep: Class 37 contains 192 members 
Entering Unmasked Estep 
Score: -141712160.000000 Penalty: 83940.617188
Splitting cluster 36 changes total score from -141713568.000000 to -141712160.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 109936 members 
Mstep: Class 3 contains 117697 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 124119 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118471 members 
Mstep: Class 21 contains 49779 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113912 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13806 members 
Mstep: Class 31 contains 50208 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713360.000000 Penalty: 81671.953125
Iteration 239Q: 37 clusters Score -1.417134e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 118413 members 
Mstep: Class 2 contains 109952 members 
Mstep: Class 3 contains 117639 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103971 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 10698 members 
Mstep: Class 16 contains 124196 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 16356 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 118418 members 
Mstep: Class 21 contains 49738 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 113942 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13803 members 
Mstep: Class 31 contains 50235 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713424.000000 Penalty: 81671.953125
Iteration 240F: 37 clusters Score -1.417134e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 109969 members 
Mstep: Class 3 contains 117645 members 
Mstep: Class 4 contains 7373 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 14129 members 
Mstep: Class 10 contains 124605 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103969 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 10707 members 
Mstep: Class 16 contains 124230 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 118373 members 
Mstep: Class 21 contains 49699 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113952 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6129 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 13804 members 
Mstep: Class 31 contains 50263 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713456.000000 Penalty: 81671.953125
Iteration 241Q: 37 clusters Score -1.417135e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 118396 members 
Mstep: Class 2 contains 109989 members 
Mstep: Class 3 contains 117648 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 124619 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 103974 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 10716 members 
Mstep: Class 16 contains 124260 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 16362 members 
Mstep: Class 19 contains 353 members 
Mstep: Class 20 contains 118345 members 
Mstep: Class 21 contains 49658 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 113964 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 13797 members 
Mstep: Class 31 contains 50273 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713456.000000 Penalty: 81671.953125
Iteration 242Q: 37 clusters Score -1.417135e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 118395 members 
Mstep: Class 2 contains 109995 members 
Mstep: Class 3 contains 117674 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10310 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 124629 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 103966 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 10724 members 
Mstep: Class 16 contains 124254 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 118337 members 
Mstep: Class 21 contains 49619 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 113974 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6132 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 13796 members 
Mstep: Class 31 contains 50294 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713280.000000 Penalty: 81671.953125
Iteration 243Q: 37 clusters Score -1.417133e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 110010 members 
Mstep: Class 3 contains 117702 members 
Mstep: Class 4 contains 7379 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 124635 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 103979 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 124229 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118313 members 
Mstep: Class 21 contains 49579 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 113985 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 13794 members 
Mstep: Class 31 contains 50301 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713520.000000 Penalty: 81671.953125
Iteration 244Q: 37 clusters Score -1.417135e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118423 members 
Mstep: Class 2 contains 110021 members 
Mstep: Class 3 contains 117710 members 
Mstep: Class 4 contains 7381 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10315 members 
Mstep: Class 9 contains 14122 members 
Mstep: Class 10 contains 124624 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 103985 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 10737 members 
Mstep: Class 16 contains 124237 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118284 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 114017 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 6131 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 13794 members 
Mstep: Class 31 contains 50311 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713488.000000 Penalty: 81671.953125
Iteration 245Q: 37 clusters Score -1.417135e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 117700 members 
Mstep: Class 4 contains 7384 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10316 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124610 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 103983 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 124220 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 18 contains 16360 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118277 members 
Mstep: Class 21 contains 49504 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 114027 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 13796 members 
Mstep: Class 31 contains 50328 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713648.000000 Penalty: 81671.953125
Iteration 246Q: 37 clusters Score -1.417136e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 110076 members 
Mstep: Class 3 contains 117678 members 
Mstep: Class 4 contains 7387 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 14120 members 
Mstep: Class 10 contains 124606 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 103978 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 10732 members 
Mstep: Class 16 contains 124211 members 
Mstep: Class 17 contains 7663 members 
Mstep: Class 18 contains 16363 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118293 members 
Mstep: Class 21 contains 49477 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 114018 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 3431 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 13796 members 
Mstep: Class 31 contains 50346 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713664.000000 Penalty: 81671.953125
Iteration 247Q: 37 clusters Score -1.417137e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 110098 members 
Mstep: Class 3 contains 117677 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10318 members 
Mstep: Class 9 contains 14115 members 
Mstep: Class 10 contains 124610 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 103974 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 124172 members 
Mstep: Class 17 contains 7661 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118293 members 
Mstep: Class 21 contains 49439 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 114032 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 3427 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 13796 members 
Mstep: Class 31 contains 50369 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 81671.953125
Iteration 248Q: 37 clusters Score -1.417137e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118490 members 
Mstep: Class 2 contains 110114 members 
Mstep: Class 3 contains 117678 members 
Mstep: Class 4 contains 7393 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 10 contains 124636 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 103964 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 124137 members 
Mstep: Class 17 contains 7660 members 
Mstep: Class 18 contains 16366 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118287 members 
Mstep: Class 21 contains 49412 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 114056 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 3421 members 
Mstep: Class 29 contains 333 members 
Mstep: Class 30 contains 13794 members 
Mstep: Class 31 contains 50386 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713952.000000 Penalty: 81671.953125
Iteration 249Q: 37 clusters Score -1.41714e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 110124 members 
Mstep: Class 3 contains 117672 members 
Mstep: Class 4 contains 7399 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 14116 members 
Mstep: Class 10 contains 124637 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 103960 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 10739 members 
Mstep: Class 16 contains 124117 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 16366 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118275 members 
Mstep: Class 21 contains 49385 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 114092 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 3416 members 
Mstep: Class 29 contains 332 members 
Mstep: Class 30 contains 13794 members 
Mstep: Class 31 contains 50409 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713664.000000 Penalty: 81671.953125
Iteration 250Q: 37 clusters Score -1.417137e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 110123 members 
Mstep: Class 3 contains 117676 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 14111 members 
Mstep: Class 10 contains 124628 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103963 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 124081 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118255 members 
Mstep: Class 21 contains 49371 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 114134 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 3406 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13791 members 
Mstep: Class 31 contains 50445 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713808.000000 Penalty: 81671.953125
Iteration 251Q: 37 clusters Score -1.417138e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 110116 members 
Mstep: Class 3 contains 117687 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 124624 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103959 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 10729 members 
Mstep: Class 16 contains 124067 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118218 members 
Mstep: Class 21 contains 49352 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 114198 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 3391 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13793 members 
Mstep: Class 31 contains 50477 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 81671.953125
Iteration 252Q: 37 clusters Score -1.417137e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 110131 members 
Mstep: Class 3 contains 117703 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 14109 members 
Mstep: Class 10 contains 124600 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103958 members 
Mstep: Class 13 contains 8052 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 10722 members 
Mstep: Class 16 contains 124069 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 16366 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118166 members 
Mstep: Class 21 contains 49329 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 114273 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 3374 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13789 members 
Mstep: Class 31 contains 50505 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713824.000000 Penalty: 81671.953125
Iteration 253Q: 37 clusters Score -1.417138e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118478 members 
Mstep: Class 2 contains 110153 members 
Mstep: Class 3 contains 117682 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 14108 members 
Mstep: Class 10 contains 124579 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103973 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 10714 members 
Mstep: Class 16 contains 124083 members 
Mstep: Class 17 contains 7654 members 
Mstep: Class 18 contains 16370 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118109 members 
Mstep: Class 21 contains 49310 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 114334 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13786 members 
Mstep: Class 31 contains 50542 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713760.000000 Penalty: 81671.953125
Iteration 254Q: 37 clusters Score -1.417138e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 110159 members 
Mstep: Class 3 contains 117663 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 8559 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 124565 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103987 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 10704 members 
Mstep: Class 16 contains 124076 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 16372 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118072 members 
Mstep: Class 21 contains 49288 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 114408 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 3339 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13783 members 
Mstep: Class 31 contains 50568 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713744.000000 Penalty: 81671.953125
Iteration 255Q: 37 clusters Score -1.417137e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 110177 members 
Mstep: Class 3 contains 117629 members 
Mstep: Class 4 contains 7439 members 
Mstep: Class 5 contains 8553 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 124536 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103976 members 
Mstep: Class 13 contains 8052 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 10690 members 
Mstep: Class 16 contains 124093 members 
Mstep: Class 17 contains 7648 members 
Mstep: Class 18 contains 16374 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118038 members 
Mstep: Class 21 contains 49265 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 114494 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 3324 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13775 members 
Mstep: Class 31 contains 50594 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713920.000000 Penalty: 81671.953125
Iteration 256Q: 37 clusters Score -1.417139e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 110181 members 
Mstep: Class 3 contains 117643 members 
Mstep: Class 4 contains 7440 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 124537 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103984 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 124093 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 18 contains 16379 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 118020 members 
Mstep: Class 21 contains 49230 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 114526 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 3303 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13772 members 
Mstep: Class 31 contains 50612 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714160.000000 Penalty: 81671.953125
Iteration 257Q: 37 clusters Score -1.417142e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 110204 members 
Mstep: Class 3 contains 117653 members 
Mstep: Class 4 contains 7441 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 10 contains 124516 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103996 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 10667 members 
Mstep: Class 16 contains 124089 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 18 contains 16390 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 117986 members 
Mstep: Class 21 contains 49207 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 114556 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 3293 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13766 members 
Mstep: Class 31 contains 50643 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714192.000000 Penalty: 81671.953125
Iteration 258Q: 37 clusters Score -1.417142e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118495 members 
Mstep: Class 2 contains 110209 members 
Mstep: Class 3 contains 117670 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 14116 members 
Mstep: Class 10 contains 124448 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 104009 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 10662 members 
Mstep: Class 16 contains 124087 members 
Mstep: Class 17 contains 7648 members 
Mstep: Class 18 contains 16389 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 117987 members 
Mstep: Class 21 contains 49185 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114586 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13761 members 
Mstep: Class 31 contains 50679 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714160.000000 Penalty: 81671.953125
Iteration 259Q: 37 clusters Score -1.417142e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 110231 members 
Mstep: Class 3 contains 117693 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 14115 members 
Mstep: Class 10 contains 124390 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 104010 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 10660 members 
Mstep: Class 16 contains 124093 members 
Mstep: Class 17 contains 7646 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 117979 members 
Mstep: Class 21 contains 49175 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114578 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 3275 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13760 members 
Mstep: Class 31 contains 50716 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713984.000000 Penalty: 81671.953125
Iteration 260F: 37 clusters Score -1.41714e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 118506 members 
Mstep: Class 2 contains 110248 members 
Mstep: Class 3 contains 117687 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10322 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 124357 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 104008 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 3205 members 
Mstep: Class 15 contains 10660 members 
Mstep: Class 16 contains 124136 members 
Mstep: Class 17 contains 7645 members 
Mstep: Class 18 contains 16390 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 20 contains 117969 members 
Mstep: Class 21 contains 49160 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114569 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13758 members 
Mstep: Class 31 contains 50738 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714048.000000 Penalty: 81671.953125
Iteration 261Q: 37 clusters Score -1.41714e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118529 members 
Mstep: Class 2 contains 110281 members 
Mstep: Class 3 contains 117678 members 
Mstep: Class 4 contains 7444 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 14120 members 
Mstep: Class 10 contains 124330 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103997 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3208 members 
Mstep: Class 15 contains 10665 members 
Mstep: Class 16 contains 124182 members 
Mstep: Class 17 contains 7645 members 
Mstep: Class 18 contains 16388 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117902 members 
Mstep: Class 21 contains 49152 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 114570 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6120 members 
Mstep: Class 28 contains 3250 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13753 members 
Mstep: Class 31 contains 50772 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714288.000000 Penalty: 81671.953125
Iteration 262Q: 37 clusters Score -1.417143e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118541 members 
Mstep: Class 2 contains 110318 members 
Mstep: Class 3 contains 117664 members 
Mstep: Class 4 contains 7448 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10325 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124331 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103992 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 10668 members 
Mstep: Class 16 contains 124183 members 
Mstep: Class 17 contains 7645 members 
Mstep: Class 18 contains 16382 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117860 members 
Mstep: Class 21 contains 49145 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114564 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6122 members 
Mstep: Class 28 contains 3236 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13751 members 
Mstep: Class 31 contains 50807 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714448.000000 Penalty: 81671.953125
Iteration 263Q: 37 clusters Score -1.417144e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 110332 members 
Mstep: Class 3 contains 117659 members 
Mstep: Class 4 contains 7450 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 14118 members 
Mstep: Class 10 contains 124326 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103995 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3216 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 124194 members 
Mstep: Class 17 contains 7644 members 
Mstep: Class 18 contains 16379 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117842 members 
Mstep: Class 21 contains 49135 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114565 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13750 members 
Mstep: Class 31 contains 50838 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714480.000000 Penalty: 81671.953125
Iteration 264Q: 37 clusters Score -1.417145e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 110350 members 
Mstep: Class 3 contains 117645 members 
Mstep: Class 4 contains 7458 members 
Mstep: Class 5 contains 8524 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 14116 members 
Mstep: Class 10 contains 124300 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103988 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 124208 members 
Mstep: Class 17 contains 7645 members 
Mstep: Class 18 contains 16375 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117833 members 
Mstep: Class 21 contains 49118 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 114560 members 
Mstep: Class 24 contains 1709 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13748 members 
Mstep: Class 31 contains 50878 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714656.000000 Penalty: 81671.953125
Iteration 265Q: 37 clusters Score -1.417147e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118560 members 
Mstep: Class 2 contains 110353 members 
Mstep: Class 3 contains 117655 members 
Mstep: Class 4 contains 7462 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 124302 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103984 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 10672 members 
Mstep: Class 16 contains 124206 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 16374 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117814 members 
Mstep: Class 21 contains 49088 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114591 members 
Mstep: Class 24 contains 1707 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13745 members 
Mstep: Class 31 contains 50916 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714592.000000 Penalty: 81671.953125
Iteration 266Q: 37 clusters Score -1.417146e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118566 members 
Mstep: Class 2 contains 110363 members 
Mstep: Class 3 contains 117642 members 
Mstep: Class 4 contains 7461 members 
Mstep: Class 5 contains 8534 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 124312 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103985 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 10667 members 
Mstep: Class 16 contains 124210 members 
Mstep: Class 17 contains 7643 members 
Mstep: Class 18 contains 16380 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117816 members 
Mstep: Class 21 contains 49053 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 114605 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 3137 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13737 members 
Mstep: Class 31 contains 50942 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714688.000000 Penalty: 81671.953125
Iteration 267Q: 37 clusters Score -1.417147e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118558 members 
Mstep: Class 2 contains 110378 members 
Mstep: Class 3 contains 117639 members 
Mstep: Class 4 contains 7465 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 10336 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 124293 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103990 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 124207 members 
Mstep: Class 17 contains 7641 members 
Mstep: Class 18 contains 16384 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117852 members 
Mstep: Class 21 contains 49004 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 114632 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13729 members 
Mstep: Class 31 contains 50964 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714720.000000 Penalty: 81671.953125
Iteration 268Q: 37 clusters Score -1.417147e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118534 members 
Mstep: Class 2 contains 110389 members 
Mstep: Class 3 contains 117632 members 
Mstep: Class 4 contains 7467 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124303 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 103981 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 10669 members 
Mstep: Class 16 contains 124190 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117894 members 
Mstep: Class 21 contains 48959 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114637 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13726 members 
Mstep: Class 31 contains 50996 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714640.000000 Penalty: 81671.953125
Iteration 269Q: 37 clusters Score -1.417146e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118517 members 
Mstep: Class 2 contains 110387 members 
Mstep: Class 3 contains 117654 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 124290 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103967 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 10672 members 
Mstep: Class 16 contains 124181 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117939 members 
Mstep: Class 21 contains 48917 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114645 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6120 members 
Mstep: Class 28 contains 3080 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13720 members 
Mstep: Class 31 contains 51017 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714672.000000 Penalty: 81671.953125
Iteration 270Q: 37 clusters Score -1.417147e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 117682 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14129 members 
Mstep: Class 10 contains 124294 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103948 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 10669 members 
Mstep: Class 16 contains 124135 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 16397 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117955 members 
Mstep: Class 21 contains 48881 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114669 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 3067 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13723 members 
Mstep: Class 31 contains 51051 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714656.000000 Penalty: 81671.953125
Iteration 271Q: 37 clusters Score -1.417147e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 110389 members 
Mstep: Class 3 contains 117725 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 124315 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103939 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 10678 members 
Mstep: Class 16 contains 124070 members 
Mstep: Class 17 contains 7628 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117953 members 
Mstep: Class 21 contains 48836 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 114683 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6115 members 
Mstep: Class 28 contains 3049 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13726 members 
Mstep: Class 31 contains 51093 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714752.000000 Penalty: 81671.953125
Iteration 272Q: 37 clusters Score -1.417148e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 110395 members 
Mstep: Class 3 contains 117775 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 124306 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103923 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 10679 members 
Mstep: Class 16 contains 124012 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117931 members 
Mstep: Class 21 contains 48804 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 114699 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 3029 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13724 members 
Mstep: Class 31 contains 51152 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714496.000000 Penalty: 81671.953125
Iteration 273Q: 37 clusters Score -1.417145e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 110396 members 
Mstep: Class 3 contains 117816 members 
Mstep: Class 4 contains 7477 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 124328 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103895 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 3280 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 123963 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117895 members 
Mstep: Class 21 contains 48782 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 114701 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 3009 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13721 members 
Mstep: Class 31 contains 51215 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714560.000000 Penalty: 81671.953125
Iteration 274Q: 37 clusters Score -1.417146e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 110389 members 
Mstep: Class 3 contains 117864 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14131 members 
Mstep: Class 10 contains 124309 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103852 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 10668 members 
Mstep: Class 16 contains 123949 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117892 members 
Mstep: Class 21 contains 48760 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 114714 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6110 members 
Mstep: Class 28 contains 2997 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13718 members 
Mstep: Class 31 contains 51274 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714688.000000 Penalty: 81671.953125
Iteration 275Q: 37 clusters Score -1.417147e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118535 members 
Mstep: Class 2 contains 110394 members 
Mstep: Class 3 contains 117934 members 
Mstep: Class 4 contains 7478 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 124288 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103819 members 
Mstep: Class 13 contains 8052 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 123892 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 16417 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117895 members 
Mstep: Class 21 contains 48739 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 114739 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 2984 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13709 members 
Mstep: Class 31 contains 51324 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715136.000000 Penalty: 81671.953125
Iteration 276Q: 37 clusters Score -1.417151e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118554 members 
Mstep: Class 2 contains 110397 members 
Mstep: Class 3 contains 117997 members 
Mstep: Class 4 contains 7480 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 124237 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103770 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 10666 members 
Mstep: Class 16 contains 123862 members 
Mstep: Class 17 contains 7616 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117927 members 
Mstep: Class 21 contains 48707 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 114742 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6115 members 
Mstep: Class 28 contains 2974 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13699 members 
Mstep: Class 31 contains 51369 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714960.000000 Penalty: 81671.953125
Iteration 277Q: 37 clusters Score -1.41715e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 110398 members 
Mstep: Class 3 contains 118009 members 
Mstep: Class 4 contains 7482 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10336 members 
Mstep: Class 9 contains 14125 members 
Mstep: Class 10 contains 124236 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103724 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 10662 members 
Mstep: Class 16 contains 123836 members 
Mstep: Class 17 contains 7616 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117950 members 
Mstep: Class 21 contains 48682 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114774 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6117 members 
Mstep: Class 28 contains 2961 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13688 members 
Mstep: Class 31 contains 51399 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714976.000000 Penalty: 81671.953125
Iteration 278Q: 37 clusters Score -1.41715e+08 nChanged 1342
Entering ConstructFrom: 
Score: -141714976.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (118591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118591 members 
Entering Unmasked Estep 
Score: -14926083.000000 Penalty: 1898.558228
	Iteration 0F: 2 clusters Score -1.492608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -14850770.000000 Penalty: 3797.116455
	Iteration 0F: 3 clusters Score -1.485077e+07 nChanged 56784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -14884464.000000 Penalty: 3797.116455
	Iteration 1F: 3 clusters Score -1.488446e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -14885840.000000 Penalty: 3797.116455
	Iteration 2Q: 3 clusters Score -1.488584e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -14887604.000000 Penalty: 3797.116455
	Iteration 3Q: 3 clusters Score -1.48876e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -14890274.000000 Penalty: 3797.116455
	Iteration 4Q: 3 clusters Score -1.489027e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -14894462.000000 Penalty: 3797.116455
	Iteration 5F: 3 clusters Score -1.489446e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -14900624.000000 Penalty: 3797.116455
	Iteration 6F: 3 clusters Score -1.490062e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -14907454.000000 Penalty: 3797.116455
	Iteration 7F: 3 clusters Score -1.490745e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -14912465.000000 Penalty: 3797.116455
	Iteration 8F: 3 clusters Score -1.491246e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -14914429.000000 Penalty: 3797.116455
	Iteration 9Q: 3 clusters Score -1.491443e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -14915323.000000 Penalty: 3797.116455
	Iteration 10Q: 3 clusters Score -1.491532e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -14915854.000000 Penalty: 3797.116455
	Iteration 11Q: 3 clusters Score -1.491585e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -14916332.000000 Penalty: 3797.116455
	Iteration 12Q: 3 clusters Score -1.491633e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -14916734.000000 Penalty: 3797.116455
	Iteration 13Q: 3 clusters Score -1.491673e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -14917091.000000 Penalty: 3797.116455
	Iteration 14Q: 3 clusters Score -1.491709e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -14917574.000000 Penalty: 3797.116455
	Iteration 15Q: 3 clusters Score -1.491757e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -14918075.000000 Penalty: 3797.116455
	Iteration 16Q: 3 clusters Score -1.491808e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -14918595.000000 Penalty: 3797.116455
	Iteration 17Q: 3 clusters Score -1.49186e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -14919072.000000 Penalty: 3797.116455
	Iteration 18Q: 3 clusters Score -1.491907e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -14919579.000000 Penalty: 3797.116455
	Iteration 19Q: 3 clusters Score -1.491958e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -14920090.000000 Penalty: 3797.116455
	Iteration 20F: 3 clusters Score -1.492009e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -14920550.000000 Penalty: 3797.116455
	Iteration 21Q: 3 clusters Score -1.492055e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -14920997.000000 Penalty: 3797.116455
	Iteration 22Q: 3 clusters Score -1.4921e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -14921457.000000 Penalty: 3797.116455
	Iteration 23Q: 3 clusters Score -1.492146e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -14921866.000000 Penalty: 3797.116455
	Iteration 24Q: 3 clusters Score -1.492187e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -14922340.000000 Penalty: 3797.116455
	Iteration 25Q: 3 clusters Score -1.492234e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -14922840.000000 Penalty: 3797.116455
	Iteration 26Q: 3 clusters Score -1.492284e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -14923368.000000 Penalty: 3797.116455
	Iteration 27Q: 3 clusters Score -1.492337e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -14923794.000000 Penalty: 3797.116455
	Iteration 28Q: 3 clusters Score -1.492379e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -14924114.000000 Penalty: 3797.116455
	Iteration 29Q: 3 clusters Score -1.492411e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 107917 members 
Entering Unmasked Estep 
Score: -14924474.000000 Penalty: 3797.116455
	Iteration 30Q: 3 clusters Score -1.492447e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -14924631.000000 Penalty: 3797.116455
	Iteration 31Q: 3 clusters Score -1.492463e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -14924864.000000 Penalty: 3797.116455
	Iteration 32Q: 3 clusters Score -1.492486e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 111921 members 
Entering Unmasked Estep 
Score: -14924947.000000 Penalty: 3797.116455
	Iteration 33Q: 3 clusters Score -1.492495e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 112935 members 
Entering Unmasked Estep 
Score: -14925072.000000 Penalty: 3797.116455
	Iteration 34Q: 3 clusters Score -1.492507e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -14925133.000000 Penalty: 3797.116455
	Iteration 35Q: 3 clusters Score -1.492513e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 114517 members 
Entering Unmasked Estep 
Score: -14925230.000000 Penalty: 3797.116455
	Iteration 36Q: 3 clusters Score -1.492523e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -14925217.000000 Penalty: 3797.116455
	Iteration 37Q: 3 clusters Score -1.492522e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -14925225.000000 Penalty: 3797.116455
	Iteration 38Q: 3 clusters Score -1.492522e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -14925191.000000 Penalty: 3797.116455
	Iteration 39Q: 3 clusters Score -1.492519e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 116195 members 
Entering Unmasked Estep 
Score: -14925241.000000 Penalty: 3797.116455
	Iteration 40F: 3 clusters Score -1.492524e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 116450 members 
Entering Unmasked Estep 
Score: -14925168.000000 Penalty: 3797.116455
	Iteration 41Q: 3 clusters Score -1.492517e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -14925153.000000 Penalty: 3797.116455
	Iteration 42Q: 3 clusters Score -1.492515e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 116844 members 
Entering Unmasked Estep 
Score: -14925131.000000 Penalty: 3797.116455
	Iteration 43Q: 3 clusters Score -1.492513e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 116963 members 
Entering Unmasked Estep 
Score: -14925128.000000 Penalty: 3797.116455
	Iteration 44Q: 3 clusters Score -1.492513e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 117055 members 
Entering Unmasked Estep 
Score: -14925125.000000 Penalty: 3797.116455
	Iteration 45Q: 3 clusters Score -1.492512e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -14925117.000000 Penalty: 3797.116455
	Iteration 46Q: 3 clusters Score -1.492512e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -14925106.000000 Penalty: 3797.116455
	Iteration 47Q: 3 clusters Score -1.492511e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 117242 members 
Entering Unmasked Estep 
Score: -14925113.000000 Penalty: 3797.116455
	Iteration 48Q: 3 clusters Score -1.492511e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 117285 members 
Entering Unmasked Estep 
Score: -14925106.000000 Penalty: 3797.116455
	Iteration 49Q: 3 clusters Score -1.492511e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 117328 members 
Entering Unmasked Estep 
Score: -14925110.000000 Penalty: 3797.116455
	Iteration 50Q: 3 clusters Score -1.492511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -14925098.000000 Penalty: 3797.116455
	Iteration 51Q: 3 clusters Score -1.49251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -14925101.000000 Penalty: 3797.116455
	Iteration 52Q: 3 clusters Score -1.49251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -14925123.000000 Penalty: 3797.116455
	Iteration 53Q: 3 clusters Score -1.492512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -14925111.000000 Penalty: 3797.116455
	Iteration 54Q: 3 clusters Score -1.492511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -14925113.000000 Penalty: 3797.116455
	Iteration 55Q: 3 clusters Score -1.492511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -14925105.000000 Penalty: 3797.116455
	Iteration 56Q: 3 clusters Score -1.49251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -14925097.000000 Penalty: 3797.116455
	Iteration 57Q: 3 clusters Score -1.49251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -14925111.000000 Penalty: 3797.116455
	Iteration 58Q: 3 clusters Score -1.492511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -14925119.000000 Penalty: 3797.116455
	Iteration 59Q: 3 clusters Score -1.492512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -14925118.000000 Penalty: 3797.116455
	Iteration 60F: 3 clusters Score -1.492512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 117507 members 
Entering Unmasked Estep 
Score: -14925113.000000 Penalty: 3797.116455
	Iteration 61Q: 3 clusters Score -1.492511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -14925112.000000 Penalty: 3797.116455
	Iteration 62Q: 3 clusters Score -1.492511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 117535 members 
Entering Unmasked Estep 
Score: -14925110.000000 Penalty: 3797.116455
	Iteration 63Q: 3 clusters Score -1.492511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 117550 members 
Entering Unmasked Estep 
Score: -14925105.000000 Penalty: 3797.116455
	Iteration 64Q: 3 clusters Score -1.49251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 117565 members 
Entering Unmasked Estep 
Score: -14925108.000000 Penalty: 3797.116455
	Iteration 65Q: 3 clusters Score -1.492511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 117575 members 
Entering Unmasked Estep 
Score: -14925105.000000 Penalty: 3797.116455
	Iteration 66Q: 3 clusters Score -1.49251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -14925102.000000 Penalty: 3797.116455
	Iteration 67Q: 3 clusters Score -1.49251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -14925099.000000 Penalty: 3797.116455
	Iteration 68Q: 3 clusters Score -1.49251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -14925103.000000 Penalty: 3797.116455
	Iteration 69Q: 3 clusters Score -1.49251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -14925124.000000 Penalty: 3797.116455
	Iteration 70Q: 3 clusters Score -1.492512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -14925122.000000 Penalty: 3797.116455
	Iteration 71Q: 3 clusters Score -1.492512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 117641 members 
Entering Unmasked Estep 
Score: -14925129.000000 Penalty: 3797.116455
	Iteration 72Q: 3 clusters Score -1.492513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 117652 members 
Entering Unmasked Estep 
Score: -14925121.000000 Penalty: 3797.116455
	Iteration 73Q: 3 clusters Score -1.492512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -14925127.000000 Penalty: 3797.116455
	Iteration 74Q: 3 clusters Score -1.492513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -14925113.000000 Penalty: 3797.116455
	Iteration 75Q: 3 clusters Score -1.492511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 117690 members 
Entering Unmasked Estep 
Score: -14925104.000000 Penalty: 3797.116455
	Iteration 76Q: 3 clusters Score -1.49251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 117702 members 
Entering Unmasked Estep 
Score: -14925104.000000 Penalty: 3797.116455
	Iteration 77Q: 3 clusters Score -1.49251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -14925117.000000 Penalty: 3797.116455
	Iteration 78Q: 3 clusters Score -1.492512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -14925093.000000 Penalty: 3797.116455
	Iteration 79Q: 3 clusters Score -1.492509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -14925101.000000 Penalty: 3797.116455
	Iteration 80F: 3 clusters Score -1.49251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -14925094.000000 Penalty: 3797.116455
	Iteration 81Q: 3 clusters Score -1.492509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -14925100.000000 Penalty: 3797.116455
	Iteration 82Q: 3 clusters Score -1.49251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -14925098.000000 Penalty: 3797.116455
	Iteration 83Q: 3 clusters Score -1.49251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -14925104.000000 Penalty: 3797.116455
	Iteration 84Q: 3 clusters Score -1.49251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -14925104.000000 Penalty: 3797.116455
	Iteration 85F: 3 clusters Score -1.49251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Entering Unmasked Estep 
Score: -13894611.000000 Penalty: 1886.914917
	Iteration 0F: 2 clusters Score -1.389461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -13822763.000000 Penalty: 3773.829834
	Iteration 0F: 3 clusters Score -1.382276e+07 nChanged 52901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -13854344.000000 Penalty: 3773.829834
	Iteration 1F: 3 clusters Score -1.385434e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -13856101.000000 Penalty: 3773.829834
	Iteration 2Q: 3 clusters Score -1.38561e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -13858527.000000 Penalty: 3773.829834
	Iteration 3F: 3 clusters Score -1.385853e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -13862400.000000 Penalty: 3773.829834
	Iteration 4F: 3 clusters Score -1.38624e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -13867647.000000 Penalty: 3773.829834
	Iteration 5F: 3 clusters Score -1.386765e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -13873793.000000 Penalty: 3773.829834
	Iteration 6F: 3 clusters Score -1.387379e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -13879801.000000 Penalty: 3773.829834
	Iteration 7F: 3 clusters Score -1.38798e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -13884484.000000 Penalty: 3773.829834
	Iteration 8F: 3 clusters Score -1.388448e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -13887806.000000 Penalty: 3773.829834
	Iteration 9Q: 3 clusters Score -1.388781e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -13889885.000000 Penalty: 3773.829834
	Iteration 10Q: 3 clusters Score -1.388988e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -13891181.000000 Penalty: 3773.829834
	Iteration 11Q: 3 clusters Score -1.389118e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -13891918.000000 Penalty: 3773.829834
	Iteration 12Q: 3 clusters Score -1.389192e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106360 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -13892343.000000 Penalty: 3773.829834
	Iteration 13Q: 3 clusters Score -1.389234e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -13892500.000000 Penalty: 3773.829834
	Iteration 14Q: 3 clusters Score -1.38925e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -13892610.000000 Penalty: 3773.829834
	Iteration 15Q: 3 clusters Score -1.389261e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -13892659.000000 Penalty: 3773.829834
	Iteration 16Q: 3 clusters Score -1.389266e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -13892784.000000 Penalty: 3773.829834
	Iteration 17Q: 3 clusters Score -1.389278e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13892808.000000 Penalty: 3773.829834
	Iteration 18Q: 3 clusters Score -1.389281e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108065 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13892816.000000 Penalty: 3773.829834
	Iteration 19Q: 3 clusters Score -1.389282e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -13892803.000000 Penalty: 3773.829834
	Iteration 20F: 3 clusters Score -1.38928e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108270 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13892794.000000 Penalty: 3773.829834
	Iteration 21Q: 3 clusters Score -1.389279e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108351 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13892805.000000 Penalty: 3773.829834
	Iteration 22Q: 3 clusters Score -1.38928e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13892832.000000 Penalty: 3773.829834
	Iteration 23Q: 3 clusters Score -1.389283e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -13892825.000000 Penalty: 3773.829834
	Iteration 24Q: 3 clusters Score -1.389282e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13892821.000000 Penalty: 3773.829834
	Iteration 25Q: 3 clusters Score -1.389282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13892826.000000 Penalty: 3773.829834
	Iteration 26Q: 3 clusters Score -1.389283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13892838.000000 Penalty: 3773.829834
	Iteration 27Q: 3 clusters Score -1.389284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13892850.000000 Penalty: 3773.829834
	Iteration 28Q: 3 clusters Score -1.389285e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13892862.000000 Penalty: 3773.829834
	Iteration 29Q: 3 clusters Score -1.389286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108733 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13892875.000000 Penalty: 3773.829834
	Iteration 30Q: 3 clusters Score -1.389288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13892848.000000 Penalty: 3773.829834
	Iteration 31Q: 3 clusters Score -1.389285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13892882.000000 Penalty: 3773.829834
	Iteration 32Q: 3 clusters Score -1.389288e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13892894.000000 Penalty: 3773.829834
	Iteration 33Q: 3 clusters Score -1.389289e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13892901.000000 Penalty: 3773.829834
	Iteration 34Q: 3 clusters Score -1.38929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13892898.000000 Penalty: 3773.829834
	Iteration 35Q: 3 clusters Score -1.38929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13892872.000000 Penalty: 3773.829834
	Iteration 36Q: 3 clusters Score -1.389287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13892890.000000 Penalty: 3773.829834
	Iteration 37Q: 3 clusters Score -1.389289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13892881.000000 Penalty: 3773.829834
	Iteration 38Q: 3 clusters Score -1.389288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13892889.000000 Penalty: 3773.829834
	Iteration 39Q: 3 clusters Score -1.389289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13892910.000000 Penalty: 3773.829834
	Iteration 40F: 3 clusters Score -1.389291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13892908.000000 Penalty: 3773.829834
	Iteration 41Q: 3 clusters Score -1.389291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13892922.000000 Penalty: 3773.829834
	Iteration 42Q: 3 clusters Score -1.389292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13892917.000000 Penalty: 3773.829834
	Iteration 43Q: 3 clusters Score -1.389292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13892929.000000 Penalty: 3773.829834
	Iteration 44Q: 3 clusters Score -1.389293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13892937.000000 Penalty: 3773.829834
	Iteration 45Q: 3 clusters Score -1.389294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109075 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13892931.000000 Penalty: 3773.829834
	Iteration 46Q: 3 clusters Score -1.389293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13892920.000000 Penalty: 3773.829834
	Iteration 47Q: 3 clusters Score -1.389292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13892934.000000 Penalty: 3773.829834
	Iteration 48Q: 3 clusters Score -1.389293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13892950.000000 Penalty: 3773.829834
	Iteration 49Q: 3 clusters Score -1.389295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109115 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13892944.000000 Penalty: 3773.829834
	Iteration 50Q: 3 clusters Score -1.389294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13892932.000000 Penalty: 3773.829834
	Iteration 51Q: 3 clusters Score -1.389293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13892948.000000 Penalty: 3773.829834
	Iteration 52Q: 3 clusters Score -1.389295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109132 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13892955.000000 Penalty: 3773.829834
	Iteration 53Q: 3 clusters Score -1.389296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13892947.000000 Penalty: 3773.829834
	Iteration 54Q: 3 clusters Score -1.389295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13892945.000000 Penalty: 3773.829834
	Iteration 55Q: 3 clusters Score -1.389294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13892946.000000 Penalty: 3773.829834
	Iteration 56Q: 3 clusters Score -1.389295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13892957.000000 Penalty: 3773.829834
	Iteration 57Q: 3 clusters Score -1.389296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -13892960.000000 Penalty: 3773.829834
	Iteration 58Q: 3 clusters Score -1.389296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13892946.000000 Penalty: 3773.829834
	Iteration 59Q: 3 clusters Score -1.389295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13892932.000000 Penalty: 3773.829834
	Iteration 60F: 3 clusters Score -1.389293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109163 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -13892942.000000 Penalty: 3773.829834
	Iteration 61Q: 3 clusters Score -1.389294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13892938.000000 Penalty: 3773.829834
	Iteration 62Q: 3 clusters Score -1.389294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13892940.000000 Penalty: 3773.829834
	Iteration 63Q: 3 clusters Score -1.389294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109177 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13892946.000000 Penalty: 3773.829834
	Iteration 64Q: 3 clusters Score -1.389295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13892938.000000 Penalty: 3773.829834
	Iteration 65Q: 3 clusters Score -1.389294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13892942.000000 Penalty: 3773.829834
	Iteration 66Q: 3 clusters Score -1.389294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13892947.000000 Penalty: 3773.829834
	Iteration 67Q: 3 clusters Score -1.389295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13892934.000000 Penalty: 3773.829834
	Iteration 68Q: 3 clusters Score -1.389293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13892935.000000 Penalty: 3773.829834
	Iteration 69Q: 3 clusters Score -1.389294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13892940.000000 Penalty: 3773.829834
	Iteration 70Q: 3 clusters Score -1.389294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13892942.000000 Penalty: 3773.829834
	Iteration 71Q: 3 clusters Score -1.389294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -13892932.000000 Penalty: 3773.829834
	Iteration 72Q: 3 clusters Score -1.389293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13892933.000000 Penalty: 3773.829834
	Iteration 73Q: 3 clusters Score -1.389293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13892935.000000 Penalty: 3773.829834
	Iteration 74Q: 3 clusters Score -1.389294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13892936.000000 Penalty: 3773.829834
	Iteration 75Q: 3 clusters Score -1.389294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13892928.000000 Penalty: 3773.829834
	Iteration 76Q: 3 clusters Score -1.389293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13892936.000000 Penalty: 3773.829834
	Iteration 77Q: 3 clusters Score -1.389294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13892943.000000 Penalty: 3773.829834
	Iteration 78Q: 3 clusters Score -1.389294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13892958.000000 Penalty: 3773.829834
	Iteration 79Q: 3 clusters Score -1.389296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13892938.000000 Penalty: 3773.829834
	Iteration 80F: 3 clusters Score -1.389294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109267 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13892951.000000 Penalty: 3773.829834
	Iteration 81Q: 3 clusters Score -1.389295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13892941.000000 Penalty: 3773.829834
	Iteration 82Q: 3 clusters Score -1.389294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13892937.000000 Penalty: 3773.829834
	Iteration 83Q: 3 clusters Score -1.389294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13892936.000000 Penalty: 3773.829834
	Iteration 84Q: 3 clusters Score -1.389294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13892933.000000 Penalty: 3773.829834
	Iteration 85Q: 3 clusters Score -1.389293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109283 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13892939.000000 Penalty: 3773.829834
	Iteration 86Q: 3 clusters Score -1.389294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109283 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13892939.000000 Penalty: 3773.829834
	Iteration 87F: 3 clusters Score -1.389294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (118014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Entering Unmasked Estep 
Score: -14972699.000000 Penalty: 1897.765747
	Iteration 0F: 2 clusters Score -1.49727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -14898978.000000 Penalty: 3795.531494
	Iteration 0F: 3 clusters Score -1.489898e+07 nChanged 56730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -14932086.000000 Penalty: 3795.531494
	Iteration 1F: 3 clusters Score -1.493209e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -14932947.000000 Penalty: 3795.531494
	Iteration 2Q: 3 clusters Score -1.493295e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -14934039.000000 Penalty: 3795.531494
	Iteration 3Q: 3 clusters Score -1.493404e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -14935407.000000 Penalty: 3795.531494
	Iteration 4Q: 3 clusters Score -1.493541e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -14937258.000000 Penalty: 3795.531494
	Iteration 5Q: 3 clusters Score -1.493726e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -14940065.000000 Penalty: 3795.531494
	Iteration 6Q: 3 clusters Score -1.494006e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -14944644.000000 Penalty: 3795.531494
	Iteration 7F: 3 clusters Score -1.494464e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -14951142.000000 Penalty: 3795.531494
	Iteration 8F: 3 clusters Score -1.495114e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -14956789.000000 Penalty: 3795.531494
	Iteration 9F: 3 clusters Score -1.495679e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -14959420.000000 Penalty: 3795.531494
	Iteration 10F: 3 clusters Score -1.495942e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -14960231.000000 Penalty: 3795.531494
	Iteration 11Q: 3 clusters Score -1.496023e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -14960570.000000 Penalty: 3795.531494
	Iteration 12Q: 3 clusters Score -1.496057e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -14960959.000000 Penalty: 3795.531494
	Iteration 13Q: 3 clusters Score -1.496096e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -14961411.000000 Penalty: 3795.531494
	Iteration 14Q: 3 clusters Score -1.496141e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -14961747.000000 Penalty: 3795.531494
	Iteration 15Q: 3 clusters Score -1.496175e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -14962005.000000 Penalty: 3795.531494
	Iteration 16Q: 3 clusters Score -1.4962e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -14962326.000000 Penalty: 3795.531494
	Iteration 17Q: 3 clusters Score -1.496233e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -14962713.000000 Penalty: 3795.531494
	Iteration 18Q: 3 clusters Score -1.496271e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -14963001.000000 Penalty: 3795.531494
	Iteration 19Q: 3 clusters Score -1.4963e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -14963379.000000 Penalty: 3795.531494
	Iteration 20F: 3 clusters Score -1.496338e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -14963750.000000 Penalty: 3795.531494
	Iteration 21Q: 3 clusters Score -1.496375e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -14964093.000000 Penalty: 3795.531494
	Iteration 22Q: 3 clusters Score -1.496409e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -14964468.000000 Penalty: 3795.531494
	Iteration 23Q: 3 clusters Score -1.496447e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -14964899.000000 Penalty: 3795.531494
	Iteration 24Q: 3 clusters Score -1.49649e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -14965379.000000 Penalty: 3795.531494
	Iteration 25Q: 3 clusters Score -1.496538e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -14965816.000000 Penalty: 3795.531494
	Iteration 26Q: 3 clusters Score -1.496582e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -14966279.000000 Penalty: 3795.531494
	Iteration 27Q: 3 clusters Score -1.496628e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -14966823.000000 Penalty: 3795.531494
	Iteration 28Q: 3 clusters Score -1.496682e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -14967272.000000 Penalty: 3795.531494
	Iteration 29Q: 3 clusters Score -1.496727e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -14967696.000000 Penalty: 3795.531494
	Iteration 30Q: 3 clusters Score -1.49677e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -14968244.000000 Penalty: 3795.531494
	Iteration 31Q: 3 clusters Score -1.496824e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -14969016.000000 Penalty: 3795.531494
	Iteration 32Q: 3 clusters Score -1.496902e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -14969815.000000 Penalty: 3795.531494
	Iteration 33Q: 3 clusters Score -1.496982e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -14970334.000000 Penalty: 3795.531494
	Iteration 34Q: 3 clusters Score -1.497033e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -14970832.000000 Penalty: 3795.531494
	Iteration 35Q: 3 clusters Score -1.497083e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -14971116.000000 Penalty: 3795.531494
	Iteration 36Q: 3 clusters Score -1.497112e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -14971522.000000 Penalty: 3795.531494
	Iteration 37Q: 3 clusters Score -1.497152e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -14971778.000000 Penalty: 3795.531494
	Iteration 38Q: 3 clusters Score -1.497178e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -14971760.000000 Penalty: 3795.531494
	Iteration 39Q: 3 clusters Score -1.497176e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -14971873.000000 Penalty: 3795.531494
	Iteration 40F: 3 clusters Score -1.497187e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -14971856.000000 Penalty: 3795.531494
	Iteration 41Q: 3 clusters Score -1.497186e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -14971719.000000 Penalty: 3795.531494
	Iteration 42Q: 3 clusters Score -1.497172e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -14971638.000000 Penalty: 3795.531494
	Iteration 43Q: 3 clusters Score -1.497164e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -14971624.000000 Penalty: 3795.531494
	Iteration 44Q: 3 clusters Score -1.497162e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -14971511.000000 Penalty: 3795.531494
	Iteration 45Q: 3 clusters Score -1.497151e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 117208 members 
Entering Unmasked Estep 
Score: -14971412.000000 Penalty: 3795.531494
	Iteration 46Q: 3 clusters Score -1.497141e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -14971354.000000 Penalty: 3795.531494
	Iteration 47Q: 3 clusters Score -1.497135e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -14971323.000000 Penalty: 3795.531494
	Iteration 48Q: 3 clusters Score -1.497132e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 117572 members 
Entering Unmasked Estep 
Score: -14971326.000000 Penalty: 3795.531494
	Iteration 49Q: 3 clusters Score -1.497133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -14971323.000000 Penalty: 3795.531494
	Iteration 50Q: 3 clusters Score -1.497132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -14971311.000000 Penalty: 3795.531494
	Iteration 51Q: 3 clusters Score -1.497131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 117674 members 
Entering Unmasked Estep 
Score: -14971316.000000 Penalty: 3795.531494
	Iteration 52Q: 3 clusters Score -1.497132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 117689 members 
Entering Unmasked Estep 
Score: -14971323.000000 Penalty: 3795.531494
	Iteration 53Q: 3 clusters Score -1.497132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -14971326.000000 Penalty: 3795.531494
	Iteration 54Q: 3 clusters Score -1.497133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -14971328.000000 Penalty: 3795.531494
	Iteration 55Q: 3 clusters Score -1.497133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117706 members 
Entering Unmasked Estep 
Score: -14971335.000000 Penalty: 3795.531494
	Iteration 56Q: 3 clusters Score -1.497134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 117708 members 
Entering Unmasked Estep 
Score: -14971334.000000 Penalty: 3795.531494
	Iteration 57Q: 3 clusters Score -1.497133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117710 members 
Entering Unmasked Estep 
Score: -14971343.000000 Penalty: 3795.531494
	Iteration 58Q: 3 clusters Score -1.497134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 117716 members 
Entering Unmasked Estep 
Score: -14971332.000000 Penalty: 3795.531494
	Iteration 59Q: 3 clusters Score -1.497133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -14971344.000000 Penalty: 3795.531494
	Iteration 60F: 3 clusters Score -1.497134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -14971339.000000 Penalty: 3795.531494
	Iteration 61Q: 3 clusters Score -1.497134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -14971345.000000 Penalty: 3795.531494
	Iteration 62Q: 3 clusters Score -1.497134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -14971345.000000 Penalty: 3795.531494
	Iteration 63F: 3 clusters Score -1.497134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Entering Unmasked Estep 
Score: -858713.062500 Penalty: 1449.671753
	Iteration 0F: 2 clusters Score -858713.1 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 3838 members 
Entering Unmasked Estep 
Score: -853169.687500 Penalty: 2899.343506
	Iteration 0F: 3 clusters Score -853169.7 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -854968.375000 Penalty: 2899.343506
	Iteration 1F: 3 clusters Score -854968.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -855402.187500 Penalty: 2899.343506
	Iteration 2F: 3 clusters Score -855402.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -855868.562500 Penalty: 2899.343506
	Iteration 3F: 3 clusters Score -855868.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -856344.250000 Penalty: 2899.343506
	Iteration 4F: 3 clusters Score -856344.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -856816.250000 Penalty: 2899.343506
	Iteration 5F: 3 clusters Score -856816.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -857236.312500 Penalty: 2899.343506
	Iteration 6F: 3 clusters Score -857236.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -857497.937500 Penalty: 2899.343506
	Iteration 7Q: 3 clusters Score -857497.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -857682.000000 Penalty: 2899.343506
	Iteration 8Q: 3 clusters Score -857682 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -857819.562500 Penalty: 2899.343506
	Iteration 9Q: 3 clusters Score -857819.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -857895.812500 Penalty: 2899.343506
	Iteration 10Q: 3 clusters Score -857895.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -857940.375000 Penalty: 2899.343506
	Iteration 11Q: 3 clusters Score -857940.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -857972.437500 Penalty: 2899.343506
	Iteration 12Q: 3 clusters Score -857972.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -857995.937500 Penalty: 2899.343506
	Iteration 13Q: 3 clusters Score -857995.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -858008.812500 Penalty: 2899.343506
	Iteration 14Q: 3 clusters Score -858008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -858013.500000 Penalty: 2899.343506
	Iteration 15Q: 3 clusters Score -858013.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -858019.312500 Penalty: 2899.343506
	Iteration 16Q: 3 clusters Score -858019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -858023.562500 Penalty: 2899.343506
	Iteration 17Q: 3 clusters Score -858023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -858027.437500 Penalty: 2899.343506
	Iteration 18Q: 3 clusters Score -858027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -858028.437500 Penalty: 2899.343506
	Iteration 19Q: 3 clusters Score -858028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -858028.875000 Penalty: 2899.343506
	Iteration 20F: 3 clusters Score -858028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -858033.187500 Penalty: 2899.343506
	Iteration 21Q: 3 clusters Score -858033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -858035.375000 Penalty: 2899.343506
	Iteration 22Q: 3 clusters Score -858035.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -858035.437500 Penalty: 2899.343506
	Iteration 23Q: 3 clusters Score -858035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -858037.625000 Penalty: 2899.343506
	Iteration 24Q: 3 clusters Score -858037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -858038.187500 Penalty: 2899.343506
	Iteration 25Q: 3 clusters Score -858038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -858038.562500 Penalty: 2899.343506
	Iteration 26Q: 3 clusters Score -858038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -858040.437500 Penalty: 2899.343506
	Iteration 27Q: 3 clusters Score -858040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -858040.437500 Penalty: 2899.343506
	Iteration 28F: 3 clusters Score -858040.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -1031759.875000 Penalty: 1471.033813
	Iteration 0F: 2 clusters Score -1031760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1025578.125000 Penalty: 2942.067627
	Iteration 0F: 3 clusters Score -1025578 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1027558.750000 Penalty: 2942.067627
	Iteration 1F: 3 clusters Score -1027559 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1027847.875000 Penalty: 2942.067627
	Iteration 2F: 3 clusters Score -1027848 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1028093.250000 Penalty: 2942.067627
	Iteration 3F: 3 clusters Score -1028093 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1028312.750000 Penalty: 2942.067627
	Iteration 4F: 3 clusters Score -1028313 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1028548.000000 Penalty: 2942.067627
	Iteration 5Q: 3 clusters Score -1028548 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1028808.375000 Penalty: 2942.067627
	Iteration 6Q: 3 clusters Score -1028808 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1029098.937500 Penalty: 2942.067627
	Iteration 7Q: 3 clusters Score -1029099 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1029379.312500 Penalty: 2942.067627
	Iteration 8Q: 3 clusters Score -1029379 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1029603.312500 Penalty: 2942.067627
	Iteration 9Q: 3 clusters Score -1029603 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1029793.125000 Penalty: 2942.067627
	Iteration 10Q: 3 clusters Score -1029793 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1029955.687500 Penalty: 2942.067627
	Iteration 11Q: 3 clusters Score -1029956 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1030113.187500 Penalty: 2942.067627
	Iteration 12Q: 3 clusters Score -1030113 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1030255.062500 Penalty: 2942.067627
	Iteration 13Q: 3 clusters Score -1030255 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1030355.937500 Penalty: 2942.067627
	Iteration 14Q: 3 clusters Score -1030356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1030428.500000 Penalty: 2942.067627
	Iteration 15Q: 3 clusters Score -1030428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1030464.437500 Penalty: 2942.067627
	Iteration 16Q: 3 clusters Score -1030464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1030487.875000 Penalty: 2942.067627
	Iteration 17Q: 3 clusters Score -1030488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1030504.812500 Penalty: 2942.067627
	Iteration 18Q: 3 clusters Score -1030505 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1030522.000000 Penalty: 2942.067627
	Iteration 19Q: 3 clusters Score -1030522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1030532.687500 Penalty: 2942.067627
	Iteration 20F: 3 clusters Score -1030533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1030541.625000 Penalty: 2942.067627
	Iteration 21Q: 3 clusters Score -1030542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1030546.187500 Penalty: 2942.067627
	Iteration 22Q: 3 clusters Score -1030546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1030550.437500 Penalty: 2942.067627
	Iteration 23Q: 3 clusters Score -1030550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1030556.937500 Penalty: 2942.067627
	Iteration 24Q: 3 clusters Score -1030557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1030559.937500 Penalty: 2942.067627
	Iteration 25Q: 3 clusters Score -1030560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1030570.187500 Penalty: 2942.067627
	Iteration 26Q: 3 clusters Score -1030570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1030571.625000 Penalty: 2942.067627
	Iteration 27Q: 3 clusters Score -1030572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1030573.125000 Penalty: 2942.067627
	Iteration 28Q: 3 clusters Score -1030573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1030575.812500 Penalty: 2942.067627
	Iteration 29Q: 3 clusters Score -1030576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1030577.312500 Penalty: 2942.067627
	Iteration 30Q: 3 clusters Score -1030577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1030578.562500 Penalty: 2942.067627
	Iteration 31Q: 3 clusters Score -1030579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1030582.125000 Penalty: 2942.067627
	Iteration 32Q: 3 clusters Score -1030582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1030587.312500 Penalty: 2942.067627
	Iteration 33Q: 3 clusters Score -1030587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1030591.125000 Penalty: 2942.067627
	Iteration 34Q: 3 clusters Score -1030591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1030594.250000 Penalty: 2942.067627
	Iteration 35Q: 3 clusters Score -1030594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1030595.937500 Penalty: 2942.067627
	Iteration 36Q: 3 clusters Score -1030596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1030596.312500 Penalty: 2942.067627
	Iteration 37Q: 3 clusters Score -1030596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1030596.750000 Penalty: 2942.067627
	Iteration 38Q: 3 clusters Score -1030597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1030596.250000 Penalty: 2942.067627
	Iteration 39Q: 3 clusters Score -1030596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1030597.375000 Penalty: 2942.067627
	Iteration 40F: 3 clusters Score -1030597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1030597.687500 Penalty: 2942.067627
	Iteration 41Q: 3 clusters Score -1030598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1030596.937500 Penalty: 2942.067627
	Iteration 42Q: 3 clusters Score -1030597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1030597.375000 Penalty: 2942.067627
	Iteration 43Q: 3 clusters Score -1030597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1030597.687500 Penalty: 2942.067627
	Iteration 44Q: 3 clusters Score -1030598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1030598.937500 Penalty: 2942.067627
	Iteration 45Q: 3 clusters Score -1030599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1030599.750000 Penalty: 2942.067627
	Iteration 46Q: 3 clusters Score -1030600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1030598.875000 Penalty: 2942.067627
	Iteration 47Q: 3 clusters Score -1030599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1030598.375000 Penalty: 2942.067627
	Iteration 48Q: 3 clusters Score -1030598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1030601.062500 Penalty: 2942.067627
	Iteration 49Q: 3 clusters Score -1030601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1030601.125000 Penalty: 2942.067627
	Iteration 50Q: 3 clusters Score -1030601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1030601.375000 Penalty: 2942.067627
	Iteration 51Q: 3 clusters Score -1030601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1030600.812500 Penalty: 2942.067627
	Iteration 52Q: 3 clusters Score -1030601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1030601.125000 Penalty: 2942.067627
	Iteration 53Q: 3 clusters Score -1030601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1030601.250000 Penalty: 2942.067627
	Iteration 54Q: 3 clusters Score -1030601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1030601.250000 Penalty: 2942.067627
	Iteration 55F: 3 clusters Score -1030601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -113799.750000 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -113799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112407.101562 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -112407.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112935.593750 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -112935.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113320.429688 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -113320.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113450.414062 Penalty: 2253.362549
	Iteration 3F: 3 clusters Score -113450.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113499.187500 Penalty: 2253.362549
	Iteration 4Q: 3 clusters Score -113499.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -113535.906250 Penalty: 2253.362549
	Iteration 5Q: 3 clusters Score -113535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113557.015625 Penalty: 2253.362549
	Iteration 6Q: 3 clusters Score -113557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113572.632812 Penalty: 2253.362549
	Iteration 7Q: 3 clusters Score -113572.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113583.140625 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -113583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113588.703125 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -113588.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113597.648438 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -113597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113603.726562 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -113603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113611.460938 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -113611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113617.117188 Penalty: 2253.362549
	Iteration 13Q: 3 clusters Score -113617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113622.890625 Penalty: 2253.362549
	Iteration 14Q: 3 clusters Score -113622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113622.890625 Penalty: 2253.362549
	Iteration 15F: 3 clusters Score -113622.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -146368.562500 Penalty: 1165.144409
	Iteration 0F: 2 clusters Score -146368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144760.906250 Penalty: 2330.288818
	Iteration 0F: 3 clusters Score -144760.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145112.125000 Penalty: 2330.288818
	Iteration 1F: 3 clusters Score -145112.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145227.531250 Penalty: 2330.288818
	Iteration 2F: 3 clusters Score -145227.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145308.421875 Penalty: 2330.288818
	Iteration 3F: 3 clusters Score -145308.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -145393.421875 Penalty: 2330.288818
	Iteration 4F: 3 clusters Score -145393.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -145504.171875 Penalty: 2330.288818
	Iteration 5F: 3 clusters Score -145504.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -145590.109375 Penalty: 2330.288818
	Iteration 6Q: 3 clusters Score -145590.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145655.281250 Penalty: 2330.288818
	Iteration 7Q: 3 clusters Score -145655.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -145708.937500 Penalty: 2330.288818
	Iteration 8Q: 3 clusters Score -145708.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -145755.687500 Penalty: 2330.288818
	Iteration 9Q: 3 clusters Score -145755.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -145797.156250 Penalty: 2330.288818
	Iteration 10Q: 3 clusters Score -145797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -145822.750000 Penalty: 2330.288818
	Iteration 11Q: 3 clusters Score -145822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -145860.000000 Penalty: 2330.288818
	Iteration 12Q: 3 clusters Score -145860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -145893.984375 Penalty: 2330.288818
	Iteration 13Q: 3 clusters Score -145894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -145919.468750 Penalty: 2330.288818
	Iteration 14Q: 3 clusters Score -145919.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -145946.375000 Penalty: 2330.288818
	Iteration 15Q: 3 clusters Score -145946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -145962.500000 Penalty: 2330.288818
	Iteration 16Q: 3 clusters Score -145962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -145969.406250 Penalty: 2330.288818
	Iteration 17Q: 3 clusters Score -145969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -145973.953125 Penalty: 2330.288818
	Iteration 18Q: 3 clusters Score -145974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -145980.140625 Penalty: 2330.288818
	Iteration 19Q: 3 clusters Score -145980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -145984.390625 Penalty: 2330.288818
	Iteration 20F: 3 clusters Score -145984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -145985.265625 Penalty: 2330.288818
	Iteration 21Q: 3 clusters Score -145985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -145986.187500 Penalty: 2330.288818
	Iteration 22Q: 3 clusters Score -145986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -145986.187500 Penalty: 2330.288818
	Iteration 23F: 3 clusters Score -145986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Entering Unmasked Estep 
Score: -1273316.250000 Penalty: 1502.066284
	Iteration 0F: 2 clusters Score -1273316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1265961.125000 Penalty: 3004.132568
	Iteration 0F: 3 clusters Score -1265961 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1268640.500000 Penalty: 3004.132568
	Iteration 1F: 3 clusters Score -1268640 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1269256.875000 Penalty: 3004.132568
	Iteration 2F: 3 clusters Score -1269257 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1269875.750000 Penalty: 3004.132568
	Iteration 3F: 3 clusters Score -1269876 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1270445.750000 Penalty: 3004.132568
	Iteration 4F: 3 clusters Score -1270446 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1270941.000000 Penalty: 3004.132568
	Iteration 5F: 3 clusters Score -1270941 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1271392.000000 Penalty: 3004.132568
	Iteration 6F: 3 clusters Score -1271392 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1271785.375000 Penalty: 3004.132568
	Iteration 7Q: 3 clusters Score -1271785 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1272006.000000 Penalty: 3004.132568
	Iteration 8Q: 3 clusters Score -1272006 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1272108.750000 Penalty: 3004.132568
	Iteration 9Q: 3 clusters Score -1272109 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1272189.000000 Penalty: 3004.132568
	Iteration 10Q: 3 clusters Score -1272189 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1272255.625000 Penalty: 3004.132568
	Iteration 11Q: 3 clusters Score -1272256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1272315.250000 Penalty: 3004.132568
	Iteration 12Q: 3 clusters Score -1272315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1272352.500000 Penalty: 3004.132568
	Iteration 13Q: 3 clusters Score -1272352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1272386.250000 Penalty: 3004.132568
	Iteration 14Q: 3 clusters Score -1272386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1272411.375000 Penalty: 3004.132568
	Iteration 15Q: 3 clusters Score -1272411 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1272439.375000 Penalty: 3004.132568
	Iteration 16Q: 3 clusters Score -1272439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1272454.125000 Penalty: 3004.132568
	Iteration 17Q: 3 clusters Score -1272454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1272475.375000 Penalty: 3004.132568
	Iteration 18Q: 3 clusters Score -1272475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1272491.875000 Penalty: 3004.132568
	Iteration 19Q: 3 clusters Score -1272492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1272503.125000 Penalty: 3004.132568
	Iteration 20F: 3 clusters Score -1272503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1272516.875000 Penalty: 3004.132568
	Iteration 21Q: 3 clusters Score -1272517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1272529.875000 Penalty: 3004.132568
	Iteration 22Q: 3 clusters Score -1272530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1272543.875000 Penalty: 3004.132568
	Iteration 23Q: 3 clusters Score -1272544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1272552.875000 Penalty: 3004.132568
	Iteration 24Q: 3 clusters Score -1272553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1272562.625000 Penalty: 3004.132568
	Iteration 25Q: 3 clusters Score -1272563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1272568.500000 Penalty: 3004.132568
	Iteration 26Q: 3 clusters Score -1272568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1272576.000000 Penalty: 3004.132568
	Iteration 27Q: 3 clusters Score -1272576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1272587.250000 Penalty: 3004.132568
	Iteration 28Q: 3 clusters Score -1272587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1272605.375000 Penalty: 3004.132568
	Iteration 29Q: 3 clusters Score -1272605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1272618.250000 Penalty: 3004.132568
	Iteration 30Q: 3 clusters Score -1272618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1272630.625000 Penalty: 3004.132568
	Iteration 31Q: 3 clusters Score -1272631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1272643.375000 Penalty: 3004.132568
	Iteration 32Q: 3 clusters Score -1272643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1272651.000000 Penalty: 3004.132568
	Iteration 33Q: 3 clusters Score -1272651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1272661.375000 Penalty: 3004.132568
	Iteration 34Q: 3 clusters Score -1272661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1272667.500000 Penalty: 3004.132568
	Iteration 35Q: 3 clusters Score -1272668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1272674.000000 Penalty: 3004.132568
	Iteration 36Q: 3 clusters Score -1272674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1272680.625000 Penalty: 3004.132568
	Iteration 37Q: 3 clusters Score -1272681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1272683.625000 Penalty: 3004.132568
	Iteration 38Q: 3 clusters Score -1272684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1272686.750000 Penalty: 3004.132568
	Iteration 39Q: 3 clusters Score -1272687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1272689.875000 Penalty: 3004.132568
	Iteration 40F: 3 clusters Score -1272690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1272692.750000 Penalty: 3004.132568
	Iteration 41Q: 3 clusters Score -1272693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1272693.625000 Penalty: 3004.132568
	Iteration 42Q: 3 clusters Score -1272694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1272694.125000 Penalty: 3004.132568
	Iteration 43Q: 3 clusters Score -1272694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1272694.875000 Penalty: 3004.132568
	Iteration 44Q: 3 clusters Score -1272695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1272697.875000 Penalty: 3004.132568
	Iteration 45Q: 3 clusters Score -1272698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1272697.875000 Penalty: 3004.132568
	Iteration 46Q: 3 clusters Score -1272698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1272705.000000 Penalty: 3004.132568
	Iteration 47Q: 3 clusters Score -1272705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1272707.875000 Penalty: 3004.132568
	Iteration 48Q: 3 clusters Score -1272708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1272711.875000 Penalty: 3004.132568
	Iteration 49Q: 3 clusters Score -1272712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1272715.625000 Penalty: 3004.132568
	Iteration 50Q: 3 clusters Score -1272716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1272718.250000 Penalty: 3004.132568
	Iteration 51Q: 3 clusters Score -1272718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1272717.000000 Penalty: 3004.132568
	Iteration 52Q: 3 clusters Score -1272717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1272721.875000 Penalty: 3004.132568
	Iteration 53Q: 3 clusters Score -1272722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1272723.875000 Penalty: 3004.132568
	Iteration 54Q: 3 clusters Score -1272724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1272723.250000 Penalty: 3004.132568
	Iteration 55Q: 3 clusters Score -1272723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1272723.375000 Penalty: 3004.132568
	Iteration 56Q: 3 clusters Score -1272723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1272726.625000 Penalty: 3004.132568
	Iteration 57Q: 3 clusters Score -1272727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1272729.500000 Penalty: 3004.132568
	Iteration 58Q: 3 clusters Score -1272730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1272731.000000 Penalty: 3004.132568
	Iteration 59Q: 3 clusters Score -1272731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1272731.250000 Penalty: 3004.132568
	Iteration 60F: 3 clusters Score -1272731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1272731.500000 Penalty: 3004.132568
	Iteration 61Q: 3 clusters Score -1272732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1272733.750000 Penalty: 3004.132568
	Iteration 62Q: 3 clusters Score -1272734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1272735.875000 Penalty: 3004.132568
	Iteration 63Q: 3 clusters Score -1272736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1272735.500000 Penalty: 3004.132568
	Iteration 64Q: 3 clusters Score -1272736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1272738.625000 Penalty: 3004.132568
	Iteration 65Q: 3 clusters Score -1272739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1272736.125000 Penalty: 3004.132568
	Iteration 66Q: 3 clusters Score -1272736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1272736.625000 Penalty: 3004.132568
	Iteration 67Q: 3 clusters Score -1272737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1272736.875000 Penalty: 3004.132568
	Iteration 68Q: 3 clusters Score -1272737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1272738.250000 Penalty: 3004.132568
	Iteration 69Q: 3 clusters Score -1272738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1272736.625000 Penalty: 3004.132568
	Iteration 70Q: 3 clusters Score -1272737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1272735.500000 Penalty: 3004.132568
	Iteration 71Q: 3 clusters Score -1272736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1272739.125000 Penalty: 3004.132568
	Iteration 72Q: 3 clusters Score -1272739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1272742.500000 Penalty: 3004.132568
	Iteration 73Q: 3 clusters Score -1272742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1272742.625000 Penalty: 3004.132568
	Iteration 74Q: 3 clusters Score -1272743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1272743.125000 Penalty: 3004.132568
	Iteration 75Q: 3 clusters Score -1272743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1272742.000000 Penalty: 3004.132568
	Iteration 76Q: 3 clusters Score -1272742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1272742.000000 Penalty: 3004.132568
	Iteration 77F: 3 clusters Score -1272742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Entering Unmasked Estep 
Score: -1732051.625000 Penalty: 1552.732544
	Iteration 0F: 2 clusters Score -1732052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1722193.375000 Penalty: 3105.465088
	Iteration 0F: 3 clusters Score -1722193 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1725663.000000 Penalty: 3105.465088
	Iteration 1F: 3 clusters Score -1725663 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1726063.625000 Penalty: 3105.465088
	Iteration 2F: 3 clusters Score -1726064 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1726531.625000 Penalty: 3105.465088
	Iteration 3F: 3 clusters Score -1726532 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1727066.875000 Penalty: 3105.465088
	Iteration 4F: 3 clusters Score -1727067 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1727684.625000 Penalty: 3105.465088
	Iteration 5F: 3 clusters Score -1727685 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1728233.125000 Penalty: 3105.465088
	Iteration 6F: 3 clusters Score -1728233 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1728634.750000 Penalty: 3105.465088
	Iteration 7F: 3 clusters Score -1728635 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1728900.875000 Penalty: 3105.465088
	Iteration 8Q: 3 clusters Score -1728901 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1729100.375000 Penalty: 3105.465088
	Iteration 9Q: 3 clusters Score -1729100 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1729243.375000 Penalty: 3105.465088
	Iteration 10Q: 3 clusters Score -1729243 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1729359.875000 Penalty: 3105.465088
	Iteration 11Q: 3 clusters Score -1729360 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1729481.625000 Penalty: 3105.465088
	Iteration 12Q: 3 clusters Score -1729482 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1729620.875000 Penalty: 3105.465088
	Iteration 13Q: 3 clusters Score -1729621 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1729799.750000 Penalty: 3105.465088
	Iteration 14Q: 3 clusters Score -1729800 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1729974.875000 Penalty: 3105.465088
	Iteration 15Q: 3 clusters Score -1729975 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1730135.125000 Penalty: 3105.465088
	Iteration 16Q: 3 clusters Score -1730135 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1730292.000000 Penalty: 3105.465088
	Iteration 17Q: 3 clusters Score -1730292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1730450.000000 Penalty: 3105.465088
	Iteration 18Q: 3 clusters Score -1730450 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1730599.250000 Penalty: 3105.465088
	Iteration 19Q: 3 clusters Score -1730599 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1730739.875000 Penalty: 3105.465088
	Iteration 20F: 3 clusters Score -1730740 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1730850.250000 Penalty: 3105.465088
	Iteration 21Q: 3 clusters Score -1730850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1730924.750000 Penalty: 3105.465088
	Iteration 22Q: 3 clusters Score -1730925 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1730989.250000 Penalty: 3105.465088
	Iteration 23Q: 3 clusters Score -1730989 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1731011.375000 Penalty: 3105.465088
	Iteration 24Q: 3 clusters Score -1731011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1731038.625000 Penalty: 3105.465088
	Iteration 25Q: 3 clusters Score -1731039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1731061.750000 Penalty: 3105.465088
	Iteration 26Q: 3 clusters Score -1731062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1731075.375000 Penalty: 3105.465088
	Iteration 27Q: 3 clusters Score -1731075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1731083.750000 Penalty: 3105.465088
	Iteration 28Q: 3 clusters Score -1731084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1731096.875000 Penalty: 3105.465088
	Iteration 29Q: 3 clusters Score -1731097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1731099.500000 Penalty: 3105.465088
	Iteration 30Q: 3 clusters Score -1731100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1731108.375000 Penalty: 3105.465088
	Iteration 31Q: 3 clusters Score -1731108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1731114.250000 Penalty: 3105.465088
	Iteration 32Q: 3 clusters Score -1731114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1731119.750000 Penalty: 3105.465088
	Iteration 33Q: 3 clusters Score -1731120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1731120.500000 Penalty: 3105.465088
	Iteration 34Q: 3 clusters Score -1731120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1731122.500000 Penalty: 3105.465088
	Iteration 35Q: 3 clusters Score -1731122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1731124.125000 Penalty: 3105.465088
	Iteration 36Q: 3 clusters Score -1731124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1731127.875000 Penalty: 3105.465088
	Iteration 37Q: 3 clusters Score -1731128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1731133.625000 Penalty: 3105.465088
	Iteration 38Q: 3 clusters Score -1731134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1731137.375000 Penalty: 3105.465088
	Iteration 39Q: 3 clusters Score -1731137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1731140.875000 Penalty: 3105.465088
	Iteration 40F: 3 clusters Score -1731141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1731139.250000 Penalty: 3105.465088
	Iteration 41Q: 3 clusters Score -1731139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1731143.500000 Penalty: 3105.465088
	Iteration 42Q: 3 clusters Score -1731144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1731141.375000 Penalty: 3105.465088
	Iteration 43Q: 3 clusters Score -1731141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1731141.375000 Penalty: 3105.465088
	Iteration 44Q: 3 clusters Score -1731141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1731145.125000 Penalty: 3105.465088
	Iteration 45Q: 3 clusters Score -1731145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1731148.750000 Penalty: 3105.465088
	Iteration 46Q: 3 clusters Score -1731149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1731151.500000 Penalty: 3105.465088
	Iteration 47Q: 3 clusters Score -1731152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1731156.375000 Penalty: 3105.465088
	Iteration 48Q: 3 clusters Score -1731156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1731159.750000 Penalty: 3105.465088
	Iteration 49Q: 3 clusters Score -1731160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1731159.250000 Penalty: 3105.465088
	Iteration 50Q: 3 clusters Score -1731159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1731163.750000 Penalty: 3105.465088
	Iteration 51Q: 3 clusters Score -1731164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1731165.875000 Penalty: 3105.465088
	Iteration 52Q: 3 clusters Score -1731166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1731166.750000 Penalty: 3105.465088
	Iteration 53Q: 3 clusters Score -1731167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1731163.375000 Penalty: 3105.465088
	Iteration 54Q: 3 clusters Score -1731163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1731164.625000 Penalty: 3105.465088
	Iteration 55Q: 3 clusters Score -1731165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1731165.000000 Penalty: 3105.465088
	Iteration 56Q: 3 clusters Score -1731165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1731167.750000 Penalty: 3105.465088
	Iteration 57Q: 3 clusters Score -1731168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1731170.875000 Penalty: 3105.465088
	Iteration 58Q: 3 clusters Score -1731171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1731171.500000 Penalty: 3105.465088
	Iteration 59Q: 3 clusters Score -1731172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1731172.000000 Penalty: 3105.465088
	Iteration 60F: 3 clusters Score -1731172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1731170.500000 Penalty: 3105.465088
	Iteration 61Q: 3 clusters Score -1731170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1731170.500000 Penalty: 3105.465088
	Iteration 62F: 3 clusters Score -1731170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124240 members 
Entering Unmasked Estep 
Score: -15656232.000000 Penalty: 1906.120239
	Iteration 0F: 2 clusters Score -1.565623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -15578938.000000 Penalty: 3812.240479
	Iteration 0F: 3 clusters Score -1.557894e+07 nChanged 59543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -15614638.000000 Penalty: 3812.240479
	Iteration 1F: 3 clusters Score -1.561464e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -15616837.000000 Penalty: 3812.240479
	Iteration 2Q: 3 clusters Score -1.561684e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -15619947.000000 Penalty: 3812.240479
	Iteration 3F: 3 clusters Score -1.561995e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -15624748.000000 Penalty: 3812.240479
	Iteration 4F: 3 clusters Score -1.562475e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -15631676.000000 Penalty: 3812.240479
	Iteration 5F: 3 clusters Score -1.563168e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -15638846.000000 Penalty: 3812.240479
	Iteration 6F: 3 clusters Score -1.563885e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -15643849.000000 Penalty: 3812.240479
	Iteration 7F: 3 clusters Score -1.564385e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -15645833.000000 Penalty: 3812.240479
	Iteration 8Q: 3 clusters Score -1.564583e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -15646568.000000 Penalty: 3812.240479
	Iteration 9Q: 3 clusters Score -1.564657e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -15647031.000000 Penalty: 3812.240479
	Iteration 10Q: 3 clusters Score -1.564703e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -15647434.000000 Penalty: 3812.240479
	Iteration 11Q: 3 clusters Score -1.564743e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -15647740.000000 Penalty: 3812.240479
	Iteration 12Q: 3 clusters Score -1.564774e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -15648054.000000 Penalty: 3812.240479
	Iteration 13Q: 3 clusters Score -1.564805e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -15648331.000000 Penalty: 3812.240479
	Iteration 14Q: 3 clusters Score -1.564833e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -15648466.000000 Penalty: 3812.240479
	Iteration 15Q: 3 clusters Score -1.564847e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -15648584.000000 Penalty: 3812.240479
	Iteration 16Q: 3 clusters Score -1.564858e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -15648682.000000 Penalty: 3812.240479
	Iteration 17Q: 3 clusters Score -1.564868e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -15648762.000000 Penalty: 3812.240479
	Iteration 18Q: 3 clusters Score -1.564876e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -15648893.000000 Penalty: 3812.240479
	Iteration 19Q: 3 clusters Score -1.564889e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -15648938.000000 Penalty: 3812.240479
	Iteration 20F: 3 clusters Score -1.564894e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -15648937.000000 Penalty: 3812.240479
	Iteration 21Q: 3 clusters Score -1.564894e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -15649072.000000 Penalty: 3812.240479
	Iteration 22Q: 3 clusters Score -1.564907e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -15649109.000000 Penalty: 3812.240479
	Iteration 23Q: 3 clusters Score -1.564911e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -15649179.000000 Penalty: 3812.240479
	Iteration 24Q: 3 clusters Score -1.564918e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -15649201.000000 Penalty: 3812.240479
	Iteration 25Q: 3 clusters Score -1.56492e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -15649178.000000 Penalty: 3812.240479
	Iteration 26Q: 3 clusters Score -1.564918e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -15649214.000000 Penalty: 3812.240479
	Iteration 27Q: 3 clusters Score -1.564921e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -15649289.000000 Penalty: 3812.240479
	Iteration 28Q: 3 clusters Score -1.564929e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -15649341.000000 Penalty: 3812.240479
	Iteration 29Q: 3 clusters Score -1.564934e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -15649383.000000 Penalty: 3812.240479
	Iteration 30Q: 3 clusters Score -1.564938e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -15649446.000000 Penalty: 3812.240479
	Iteration 31Q: 3 clusters Score -1.564945e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -15649474.000000 Penalty: 3812.240479
	Iteration 32Q: 3 clusters Score -1.564947e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -15649505.000000 Penalty: 3812.240479
	Iteration 33Q: 3 clusters Score -1.56495e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -15649543.000000 Penalty: 3812.240479
	Iteration 34Q: 3 clusters Score -1.564954e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -15649588.000000 Penalty: 3812.240479
	Iteration 35Q: 3 clusters Score -1.564959e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -15649645.000000 Penalty: 3812.240479
	Iteration 36Q: 3 clusters Score -1.564964e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -15649630.000000 Penalty: 3812.240479
	Iteration 37Q: 3 clusters Score -1.564963e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -15649689.000000 Penalty: 3812.240479
	Iteration 38Q: 3 clusters Score -1.564969e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -15649710.000000 Penalty: 3812.240479
	Iteration 39Q: 3 clusters Score -1.564971e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -15649710.000000 Penalty: 3812.240479
	Iteration 40F: 3 clusters Score -1.564971e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -15649768.000000 Penalty: 3812.240479
	Iteration 41Q: 3 clusters Score -1.564977e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -15649855.000000 Penalty: 3812.240479
	Iteration 42Q: 3 clusters Score -1.564986e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -15649965.000000 Penalty: 3812.240479
	Iteration 43Q: 3 clusters Score -1.564996e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -15650000.000000 Penalty: 3812.240479
	Iteration 44Q: 3 clusters Score -1.565e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -15650056.000000 Penalty: 3812.240479
	Iteration 45Q: 3 clusters Score -1.565006e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -15650116.000000 Penalty: 3812.240479
	Iteration 46Q: 3 clusters Score -1.565012e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -15650176.000000 Penalty: 3812.240479
	Iteration 47Q: 3 clusters Score -1.565018e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -15650254.000000 Penalty: 3812.240479
	Iteration 48Q: 3 clusters Score -1.565025e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -15650373.000000 Penalty: 3812.240479
	Iteration 49Q: 3 clusters Score -1.565037e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -15650410.000000 Penalty: 3812.240479
	Iteration 50Q: 3 clusters Score -1.565041e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -15650512.000000 Penalty: 3812.240479
	Iteration 51Q: 3 clusters Score -1.565051e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -15650556.000000 Penalty: 3812.240479
	Iteration 52Q: 3 clusters Score -1.565056e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -15650671.000000 Penalty: 3812.240479
	Iteration 53Q: 3 clusters Score -1.565067e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -15650782.000000 Penalty: 3812.240479
	Iteration 54Q: 3 clusters Score -1.565078e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -15650905.000000 Penalty: 3812.240479
	Iteration 55Q: 3 clusters Score -1.56509e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -15651023.000000 Penalty: 3812.240479
	Iteration 56Q: 3 clusters Score -1.565102e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -15651100.000000 Penalty: 3812.240479
	Iteration 57Q: 3 clusters Score -1.56511e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -15651180.000000 Penalty: 3812.240479
	Iteration 58Q: 3 clusters Score -1.565118e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -15651272.000000 Penalty: 3812.240479
	Iteration 59Q: 3 clusters Score -1.565127e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93843 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -15651385.000000 Penalty: 3812.240479
	Iteration 60F: 3 clusters Score -1.565138e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -15651471.000000 Penalty: 3812.240479
	Iteration 61Q: 3 clusters Score -1.565147e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -15651624.000000 Penalty: 3812.240479
	Iteration 62Q: 3 clusters Score -1.565162e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -15651780.000000 Penalty: 3812.240479
	Iteration 63Q: 3 clusters Score -1.565178e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -15651908.000000 Penalty: 3812.240479
	Iteration 64Q: 3 clusters Score -1.565191e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -15652040.000000 Penalty: 3812.240479
	Iteration 65Q: 3 clusters Score -1.565204e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -15652272.000000 Penalty: 3812.240479
	Iteration 66Q: 3 clusters Score -1.565227e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -15652449.000000 Penalty: 3812.240479
	Iteration 67Q: 3 clusters Score -1.565245e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -15652777.000000 Penalty: 3812.240479
	Iteration 68Q: 3 clusters Score -1.565278e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -15653069.000000 Penalty: 3812.240479
	Iteration 69Q: 3 clusters Score -1.565307e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -15653307.000000 Penalty: 3812.240479
	Iteration 70Q: 3 clusters Score -1.565331e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -15653605.000000 Penalty: 3812.240479
	Iteration 71Q: 3 clusters Score -1.56536e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -15653920.000000 Penalty: 3812.240479
	Iteration 72Q: 3 clusters Score -1.565392e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -15654243.000000 Penalty: 3812.240479
	Iteration 73Q: 3 clusters Score -1.565424e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -15654522.000000 Penalty: 3812.240479
	Iteration 74Q: 3 clusters Score -1.565452e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -15654857.000000 Penalty: 3812.240479
	Iteration 75Q: 3 clusters Score -1.565486e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -15655033.000000 Penalty: 3812.240479
	Iteration 76Q: 3 clusters Score -1.565503e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111359 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -15655101.000000 Penalty: 3812.240479
	Iteration 77Q: 3 clusters Score -1.56551e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -15655231.000000 Penalty: 3812.240479
	Iteration 78Q: 3 clusters Score -1.565523e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -15655288.000000 Penalty: 3812.240479
	Iteration 79Q: 3 clusters Score -1.565529e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114853 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -15655404.000000 Penalty: 3812.240479
	Iteration 80F: 3 clusters Score -1.56554e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -15655383.000000 Penalty: 3812.240479
	Iteration 81Q: 3 clusters Score -1.565538e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116863 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -15655257.000000 Penalty: 3812.240479
	Iteration 82Q: 3 clusters Score -1.565526e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -15655260.000000 Penalty: 3812.240479
	Iteration 83Q: 3 clusters Score -1.565526e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -15655216.000000 Penalty: 3812.240479
	Iteration 84Q: 3 clusters Score -1.565522e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -15655199.000000 Penalty: 3812.240479
	Iteration 85Q: 3 clusters Score -1.56552e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119939 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -15655135.000000 Penalty: 3812.240479
	Iteration 86Q: 3 clusters Score -1.565514e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -15655108.000000 Penalty: 3812.240479
	Iteration 87Q: 3 clusters Score -1.565511e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -15655034.000000 Penalty: 3812.240479
	Iteration 88Q: 3 clusters Score -1.565503e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121463 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -15655025.000000 Penalty: 3812.240479
	Iteration 89Q: 3 clusters Score -1.565502e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121843 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -15654977.000000 Penalty: 3812.240479
	Iteration 90Q: 3 clusters Score -1.565498e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122151 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15654937.000000 Penalty: 3812.240479
	Iteration 91Q: 3 clusters Score -1.565494e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -15654970.000000 Penalty: 3812.240479
	Iteration 92Q: 3 clusters Score -1.565497e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15654991.000000 Penalty: 3812.240479
	Iteration 93Q: 3 clusters Score -1.565499e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122766 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15654999.000000 Penalty: 3812.240479
	Iteration 94Q: 3 clusters Score -1.5655e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15654984.000000 Penalty: 3812.240479
	Iteration 95Q: 3 clusters Score -1.565498e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15654984.000000 Penalty: 3812.240479
	Iteration 96Q: 3 clusters Score -1.565498e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15654993.000000 Penalty: 3812.240479
	Iteration 97Q: 3 clusters Score -1.565499e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15654991.000000 Penalty: 3812.240479
	Iteration 98Q: 3 clusters Score -1.565499e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15654992.000000 Penalty: 3812.240479
	Iteration 99Q: 3 clusters Score -1.565499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15654964.000000 Penalty: 3812.240479
	Iteration 100F: 3 clusters Score -1.565496e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15654937.000000 Penalty: 3812.240479
	Iteration 101Q: 3 clusters Score -1.565494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15654930.000000 Penalty: 3812.240479
	Iteration 102Q: 3 clusters Score -1.565493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123411 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15654939.000000 Penalty: 3812.240479
	Iteration 103Q: 3 clusters Score -1.565494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -15654942.000000 Penalty: 3812.240479
	Iteration 104Q: 3 clusters Score -1.565494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15654941.000000 Penalty: 3812.240479
	Iteration 105Q: 3 clusters Score -1.565494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15654945.000000 Penalty: 3812.240479
	Iteration 106Q: 3 clusters Score -1.565494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15654948.000000 Penalty: 3812.240479
	Iteration 107Q: 3 clusters Score -1.565495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15654953.000000 Penalty: 3812.240479
	Iteration 108Q: 3 clusters Score -1.565495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123543 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -15654966.000000 Penalty: 3812.240479
	Iteration 109Q: 3 clusters Score -1.565497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -15654954.000000 Penalty: 3812.240479
	Iteration 110Q: 3 clusters Score -1.565495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -15654960.000000 Penalty: 3812.240479
	Iteration 111Q: 3 clusters Score -1.565496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123574 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15654957.000000 Penalty: 3812.240479
	Iteration 112Q: 3 clusters Score -1.565496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15654945.000000 Penalty: 3812.240479
	Iteration 113Q: 3 clusters Score -1.565494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123585 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -15654949.000000 Penalty: 3812.240479
	Iteration 114Q: 3 clusters Score -1.565495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123588 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15654937.000000 Penalty: 3812.240479
	Iteration 115Q: 3 clusters Score -1.565494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123594 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15654941.000000 Penalty: 3812.240479
	Iteration 116Q: 3 clusters Score -1.565494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15654958.000000 Penalty: 3812.240479
	Iteration 117Q: 3 clusters Score -1.565496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123605 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -15654974.000000 Penalty: 3812.240479
	Iteration 118Q: 3 clusters Score -1.565497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -15654965.000000 Penalty: 3812.240479
	Iteration 119Q: 3 clusters Score -1.565496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123611 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15654982.000000 Penalty: 3812.240479
	Iteration 120F: 3 clusters Score -1.565498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15654971.000000 Penalty: 3812.240479
	Iteration 121Q: 3 clusters Score -1.565497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -15654974.000000 Penalty: 3812.240479
	Iteration 122Q: 3 clusters Score -1.565497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15654972.000000 Penalty: 3812.240479
	Iteration 123Q: 3 clusters Score -1.565497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -15654976.000000 Penalty: 3812.240479
	Iteration 124Q: 3 clusters Score -1.565498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123618 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15654972.000000 Penalty: 3812.240479
	Iteration 125Q: 3 clusters Score -1.565497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15654978.000000 Penalty: 3812.240479
	Iteration 126Q: 3 clusters Score -1.565498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123620 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15654977.000000 Penalty: 3812.240479
	Iteration 127Q: 3 clusters Score -1.565498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15654974.000000 Penalty: 3812.240479
	Iteration 128Q: 3 clusters Score -1.565497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15654974.000000 Penalty: 3812.240479
	Iteration 129F: 3 clusters Score -1.565497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -69022.140625 Penalty: 1073.140869
	Iteration 0F: 2 clusters Score -69022.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67801.460938 Penalty: 2146.281738
	Iteration 0F: 3 clusters Score -67801.46 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68278.750000 Penalty: 2146.281738
	Iteration 1F: 3 clusters Score -68278.75 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68550.898438 Penalty: 2146.281738
	Iteration 2F: 3 clusters Score -68550.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68807.171875 Penalty: 2146.281738
	Iteration 3F: 3 clusters Score -68807.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68971.718750 Penalty: 2146.281738
	Iteration 4F: 3 clusters Score -68971.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69105.273438 Penalty: 2146.281738
	Iteration 5F: 3 clusters Score -69105.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69197.648438 Penalty: 2146.281738
	Iteration 6Q: 3 clusters Score -69197.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69298.664062 Penalty: 2146.281738
	Iteration 7Q: 3 clusters Score -69298.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69341.820312 Penalty: 2146.281738
	Iteration 8Q: 3 clusters Score -69341.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69399.320312 Penalty: 2146.281738
	Iteration 9Q: 3 clusters Score -69399.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69435.546875 Penalty: 2146.281738
	Iteration 10Q: 3 clusters Score -69435.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69459.890625 Penalty: 2146.281738
	Iteration 11Q: 3 clusters Score -69459.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69496.921875 Penalty: 2146.281738
	Iteration 12Q: 3 clusters Score -69496.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69545.859375 Penalty: 2146.281738
	Iteration 13Q: 3 clusters Score -69545.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69583.875000 Penalty: 2146.281738
	Iteration 14Q: 3 clusters Score -69583.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69602.476562 Penalty: 2146.281738
	Iteration 15Q: 3 clusters Score -69602.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69623.515625 Penalty: 2146.281738
	Iteration 16Q: 3 clusters Score -69623.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69624.968750 Penalty: 2146.281738
	Iteration 17Q: 3 clusters Score -69624.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69626.429688 Penalty: 2146.281738
	Iteration 18Q: 3 clusters Score -69626.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69626.429688 Penalty: 2146.281738
	Iteration 19F: 3 clusters Score -69626.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 340 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 398 members 
Entering Unmasked Estep 
Score: -141714256.000000 Penalty: 83940.617188
Splitting cluster 11 changes total score from -141714976.000000 to -141714256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (103661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Entering Unmasked Estep 
Score: -12826341.000000 Penalty: 1876.693237
	Iteration 0F: 2 clusters Score -1.282634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -12758623.000000 Penalty: 3753.386475
	Iteration 0F: 3 clusters Score -1.275862e+07 nChanged 49724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -12787728.000000 Penalty: 3753.386475
	Iteration 1F: 3 clusters Score -1.278773e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -12789051.000000 Penalty: 3753.386475
	Iteration 2Q: 3 clusters Score -1.278905e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -12790972.000000 Penalty: 3753.386475
	Iteration 3Q: 3 clusters Score -1.279097e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -12793518.000000 Penalty: 3753.386475
	Iteration 4F: 3 clusters Score -1.279352e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -12797397.000000 Penalty: 3753.386475
	Iteration 5F: 3 clusters Score -1.27974e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -12801996.000000 Penalty: 3753.386475
	Iteration 6F: 3 clusters Score -1.2802e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -12807001.000000 Penalty: 3753.386475
	Iteration 7F: 3 clusters Score -1.2807e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -12811418.000000 Penalty: 3753.386475
	Iteration 8F: 3 clusters Score -1.281142e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -12815162.000000 Penalty: 3753.386475
	Iteration 9Q: 3 clusters Score -1.281516e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -12817580.000000 Penalty: 3753.386475
	Iteration 10Q: 3 clusters Score -1.281758e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -12819027.000000 Penalty: 3753.386475
	Iteration 11Q: 3 clusters Score -1.281903e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -12819994.000000 Penalty: 3753.386475
	Iteration 12Q: 3 clusters Score -1.281999e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -12820749.000000 Penalty: 3753.386475
	Iteration 13Q: 3 clusters Score -1.282075e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -12821419.000000 Penalty: 3753.386475
	Iteration 14Q: 3 clusters Score -1.282142e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -12822116.000000 Penalty: 3753.386475
	Iteration 15Q: 3 clusters Score -1.282212e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -12822722.000000 Penalty: 3753.386475
	Iteration 16Q: 3 clusters Score -1.282272e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -12823323.000000 Penalty: 3753.386475
	Iteration 17Q: 3 clusters Score -1.282332e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -12823734.000000 Penalty: 3753.386475
	Iteration 18Q: 3 clusters Score -1.282373e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -12824034.000000 Penalty: 3753.386475
	Iteration 19Q: 3 clusters Score -1.282403e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -12824330.000000 Penalty: 3753.386475
	Iteration 20F: 3 clusters Score -1.282433e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -12824576.000000 Penalty: 3753.386475
	Iteration 21Q: 3 clusters Score -1.282458e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -12824720.000000 Penalty: 3753.386475
	Iteration 22Q: 3 clusters Score -1.282472e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -12824848.000000 Penalty: 3753.386475
	Iteration 23Q: 3 clusters Score -1.282485e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -12824934.000000 Penalty: 3753.386475
	Iteration 24Q: 3 clusters Score -1.282493e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -12825016.000000 Penalty: 3753.386475
	Iteration 25Q: 3 clusters Score -1.282502e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -12825071.000000 Penalty: 3753.386475
	Iteration 26Q: 3 clusters Score -1.282507e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -12825123.000000 Penalty: 3753.386475
	Iteration 27Q: 3 clusters Score -1.282512e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -12825158.000000 Penalty: 3753.386475
	Iteration 28Q: 3 clusters Score -1.282516e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -12825192.000000 Penalty: 3753.386475
	Iteration 29Q: 3 clusters Score -1.282519e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -12825207.000000 Penalty: 3753.386475
	Iteration 30Q: 3 clusters Score -1.282521e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -12825222.000000 Penalty: 3753.386475
	Iteration 31Q: 3 clusters Score -1.282522e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -12825223.000000 Penalty: 3753.386475
	Iteration 32Q: 3 clusters Score -1.282522e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -12825239.000000 Penalty: 3753.386475
	Iteration 33Q: 3 clusters Score -1.282524e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12825231.000000 Penalty: 3753.386475
	Iteration 34Q: 3 clusters Score -1.282523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -12825242.000000 Penalty: 3753.386475
	Iteration 35Q: 3 clusters Score -1.282524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -12825255.000000 Penalty: 3753.386475
	Iteration 36Q: 3 clusters Score -1.282526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101860 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12825248.000000 Penalty: 3753.386475
	Iteration 37Q: 3 clusters Score -1.282525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12825260.000000 Penalty: 3753.386475
	Iteration 38Q: 3 clusters Score -1.282526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12825275.000000 Penalty: 3753.386475
	Iteration 39Q: 3 clusters Score -1.282528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -12825273.000000 Penalty: 3753.386475
	Iteration 40F: 3 clusters Score -1.282527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -12825275.000000 Penalty: 3753.386475
	Iteration 41Q: 3 clusters Score -1.282528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -12825282.000000 Penalty: 3753.386475
	Iteration 42Q: 3 clusters Score -1.282528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12825276.000000 Penalty: 3753.386475
	Iteration 43Q: 3 clusters Score -1.282528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -12825279.000000 Penalty: 3753.386475
	Iteration 44Q: 3 clusters Score -1.282528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12825276.000000 Penalty: 3753.386475
	Iteration 45Q: 3 clusters Score -1.282528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12825285.000000 Penalty: 3753.386475
	Iteration 46Q: 3 clusters Score -1.282528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101990 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12825283.000000 Penalty: 3753.386475
	Iteration 47Q: 3 clusters Score -1.282528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -12825286.000000 Penalty: 3753.386475
	Iteration 48Q: 3 clusters Score -1.282529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12825282.000000 Penalty: 3753.386475
	Iteration 49Q: 3 clusters Score -1.282528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12825287.000000 Penalty: 3753.386475
	Iteration 50Q: 3 clusters Score -1.282529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12825288.000000 Penalty: 3753.386475
	Iteration 51Q: 3 clusters Score -1.282529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12825296.000000 Penalty: 3753.386475
	Iteration 52Q: 3 clusters Score -1.28253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12825300.000000 Penalty: 3753.386475
	Iteration 53Q: 3 clusters Score -1.28253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12825293.000000 Penalty: 3753.386475
	Iteration 54Q: 3 clusters Score -1.282529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12825293.000000 Penalty: 3753.386475
	Iteration 55F: 3 clusters Score -1.282529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Entering Unmasked Estep 
Score: -1001987.812500 Penalty: 1461.331055
	Iteration 0F: 2 clusters Score -1001988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -996075.937500 Penalty: 2922.662109
	Iteration 0F: 3 clusters Score -996075.9 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -997865.562500 Penalty: 2922.662109
	Iteration 1F: 3 clusters Score -997865.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -998118.875000 Penalty: 2922.662109
	Iteration 2F: 3 clusters Score -998118.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -998370.812500 Penalty: 2922.662109
	Iteration 3F: 3 clusters Score -998370.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -998653.375000 Penalty: 2922.662109
	Iteration 4F: 3 clusters Score -998653.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -998958.375000 Penalty: 2922.662109
	Iteration 5F: 3 clusters Score -998958.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -999258.687500 Penalty: 2922.662109
	Iteration 6F: 3 clusters Score -999258.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -999578.625000 Penalty: 2922.662109
	Iteration 7F: 3 clusters Score -999578.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -999894.000000 Penalty: 2922.662109
	Iteration 8Q: 3 clusters Score -999894 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1000176.937500 Penalty: 2922.662109
	Iteration 9Q: 3 clusters Score -1000177 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1000367.250000 Penalty: 2922.662109
	Iteration 10Q: 3 clusters Score -1000367 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1000503.750000 Penalty: 2922.662109
	Iteration 11Q: 3 clusters Score -1000504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1000593.000000 Penalty: 2922.662109
	Iteration 12Q: 3 clusters Score -1000593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1000651.125000 Penalty: 2922.662109
	Iteration 13Q: 3 clusters Score -1000651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1000682.500000 Penalty: 2922.662109
	Iteration 14Q: 3 clusters Score -1000682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1000704.937500 Penalty: 2922.662109
	Iteration 15Q: 3 clusters Score -1000705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1000721.062500 Penalty: 2922.662109
	Iteration 16Q: 3 clusters Score -1000721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1000739.125000 Penalty: 2922.662109
	Iteration 17Q: 3 clusters Score -1000739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1000752.875000 Penalty: 2922.662109
	Iteration 18Q: 3 clusters Score -1000753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1000767.187500 Penalty: 2922.662109
	Iteration 19Q: 3 clusters Score -1000767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1000773.625000 Penalty: 2922.662109
	Iteration 20F: 3 clusters Score -1000774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1000779.625000 Penalty: 2922.662109
	Iteration 21Q: 3 clusters Score -1000780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1000791.562500 Penalty: 2922.662109
	Iteration 22Q: 3 clusters Score -1000792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1000796.000000 Penalty: 2922.662109
	Iteration 23Q: 3 clusters Score -1000796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1000804.187500 Penalty: 2922.662109
	Iteration 24Q: 3 clusters Score -1000804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1000812.312500 Penalty: 2922.662109
	Iteration 25Q: 3 clusters Score -1000812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1000821.000000 Penalty: 2922.662109
	Iteration 26Q: 3 clusters Score -1000821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1000826.937500 Penalty: 2922.662109
	Iteration 27Q: 3 clusters Score -1000827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1000830.625000 Penalty: 2922.662109
	Iteration 28Q: 3 clusters Score -1000831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1000831.937500 Penalty: 2922.662109
	Iteration 29Q: 3 clusters Score -1000832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1000832.937500 Penalty: 2922.662109
	Iteration 30Q: 3 clusters Score -1000833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1000832.937500 Penalty: 2922.662109
	Iteration 31F: 3 clusters Score -1000833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -392415.468750 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -392415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -389517.062500 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -389517.1 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -390293.781250 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -390293.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -390462.125000 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -390462.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -390568.000000 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -390568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -390644.250000 Penalty: 2634.617432
	Iteration 4Q: 3 clusters Score -390644.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -390687.781250 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -390687.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -390715.625000 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -390715.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -390742.343750 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -390742.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -390768.000000 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -390768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -390793.312500 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -390793.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -390817.218750 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -390817.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -390836.781250 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -390836.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -390849.437500 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -390849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -390860.156250 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -390860.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -390868.750000 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -390868.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -390880.343750 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -390880.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -390888.281250 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -390888.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -390893.437500 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -390893.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -390898.000000 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -390898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -390902.281250 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -390902.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -390906.718750 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -390906.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -390909.968750 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -390910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -390914.906250 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -390914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -390923.625000 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -390923.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -390930.562500 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -390930.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -390938.218750 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -390938.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -390944.656250 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -390944.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -390953.531250 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -390953.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -390965.093750 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -390965.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -390977.593750 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -390977.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -390988.718750 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -390988.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -390996.781250 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -390996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -391002.437500 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -391002.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -391006.000000 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -391006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -391011.968750 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -391012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -391017.468750 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -391017.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -391024.531250 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -391024.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -391029.968750 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -391030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -391036.312500 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -391036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -391039.750000 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -391039.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -391050.500000 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -391050.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -391065.906250 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -391065.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -391071.625000 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -391071.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -391079.093750 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -391079.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -391090.468750 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -391090.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -391136.500000 Penalty: 2634.617432
	Iteration 45Q: 3 clusters Score -391136.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -391219.093750 Penalty: 2634.617432
	Iteration 46Q: 3 clusters Score -391219.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -391373.875000 Penalty: 2634.617432
	Iteration 47Q: 3 clusters Score -391373.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -391553.468750 Penalty: 2634.617432
	Iteration 48Q: 3 clusters Score -391553.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -391652.093750 Penalty: 2634.617432
	Iteration 49Q: 3 clusters Score -391652.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -391723.531250 Penalty: 2634.617432
	Iteration 50Q: 3 clusters Score -391723.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -391788.250000 Penalty: 2634.617432
	Iteration 51Q: 3 clusters Score -391788.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -391828.593750 Penalty: 2634.617432
	Iteration 52Q: 3 clusters Score -391828.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -391855.437500 Penalty: 2634.617432
	Iteration 53Q: 3 clusters Score -391855.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -391877.625000 Penalty: 2634.617432
	Iteration 54Q: 3 clusters Score -391877.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -391895.187500 Penalty: 2634.617432
	Iteration 55Q: 3 clusters Score -391895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -391909.250000 Penalty: 2634.617432
	Iteration 56Q: 3 clusters Score -391909.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -391921.406250 Penalty: 2634.617432
	Iteration 57Q: 3 clusters Score -391921.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -391927.750000 Penalty: 2634.617432
	Iteration 58Q: 3 clusters Score -391927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -391931.187500 Penalty: 2634.617432
	Iteration 59Q: 3 clusters Score -391931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -391933.187500 Penalty: 2634.617432
	Iteration 60F: 3 clusters Score -391933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -391933.875000 Penalty: 2634.617432
	Iteration 61Q: 3 clusters Score -391933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -391934.468750 Penalty: 2634.617432
	Iteration 62Q: 3 clusters Score -391934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -391934.468750 Penalty: 2634.617432
	Iteration 63F: 3 clusters Score -391934.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Entering Unmasked Estep 
Score: -1299235.750000 Penalty: 1506.959473
	Iteration 0F: 2 clusters Score -1299236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1291646.500000 Penalty: 3013.918945
	Iteration 0F: 3 clusters Score -1291646 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1294105.500000 Penalty: 3013.918945
	Iteration 1F: 3 clusters Score -1294106 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1294518.750000 Penalty: 3013.918945
	Iteration 2F: 3 clusters Score -1294519 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1294901.250000 Penalty: 3013.918945
	Iteration 3F: 3 clusters Score -1294901 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1295258.250000 Penalty: 3013.918945
	Iteration 4F: 3 clusters Score -1295258 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1295554.625000 Penalty: 3013.918945
	Iteration 5F: 3 clusters Score -1295555 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1295800.375000 Penalty: 3013.918945
	Iteration 6Q: 3 clusters Score -1295800 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1296022.750000 Penalty: 3013.918945
	Iteration 7Q: 3 clusters Score -1296023 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1296256.000000 Penalty: 3013.918945
	Iteration 8Q: 3 clusters Score -1296256 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1296453.625000 Penalty: 3013.918945
	Iteration 9Q: 3 clusters Score -1296454 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1296613.000000 Penalty: 3013.918945
	Iteration 10Q: 3 clusters Score -1296613 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1296736.125000 Penalty: 3013.918945
	Iteration 11Q: 3 clusters Score -1296736 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1296842.750000 Penalty: 3013.918945
	Iteration 12Q: 3 clusters Score -1296843 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1296916.000000 Penalty: 3013.918945
	Iteration 13Q: 3 clusters Score -1296916 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1296980.125000 Penalty: 3013.918945
	Iteration 14Q: 3 clusters Score -1296980 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1297040.250000 Penalty: 3013.918945
	Iteration 15Q: 3 clusters Score -1297040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1297086.875000 Penalty: 3013.918945
	Iteration 16Q: 3 clusters Score -1297087 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1297123.125000 Penalty: 3013.918945
	Iteration 17Q: 3 clusters Score -1297123 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1297161.625000 Penalty: 3013.918945
	Iteration 18Q: 3 clusters Score -1297162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1297193.000000 Penalty: 3013.918945
	Iteration 19Q: 3 clusters Score -1297193 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1297226.125000 Penalty: 3013.918945
	Iteration 20F: 3 clusters Score -1297226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1297252.000000 Penalty: 3013.918945
	Iteration 21Q: 3 clusters Score -1297252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1297270.875000 Penalty: 3013.918945
	Iteration 22Q: 3 clusters Score -1297271 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1297300.125000 Penalty: 3013.918945
	Iteration 23Q: 3 clusters Score -1297300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1297327.750000 Penalty: 3013.918945
	Iteration 24Q: 3 clusters Score -1297328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1297350.125000 Penalty: 3013.918945
	Iteration 25Q: 3 clusters Score -1297350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1297379.875000 Penalty: 3013.918945
	Iteration 26Q: 3 clusters Score -1297380 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1297421.625000 Penalty: 3013.918945
	Iteration 27Q: 3 clusters Score -1297422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1297448.000000 Penalty: 3013.918945
	Iteration 28Q: 3 clusters Score -1297448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1297488.500000 Penalty: 3013.918945
	Iteration 29Q: 3 clusters Score -1297488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1297526.375000 Penalty: 3013.918945
	Iteration 30Q: 3 clusters Score -1297526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1297565.375000 Penalty: 3013.918945
	Iteration 31Q: 3 clusters Score -1297565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1297602.125000 Penalty: 3013.918945
	Iteration 32Q: 3 clusters Score -1297602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1297638.000000 Penalty: 3013.918945
	Iteration 33Q: 3 clusters Score -1297638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1297673.250000 Penalty: 3013.918945
	Iteration 34Q: 3 clusters Score -1297673 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1297701.125000 Penalty: 3013.918945
	Iteration 35Q: 3 clusters Score -1297701 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1297727.750000 Penalty: 3013.918945
	Iteration 36Q: 3 clusters Score -1297728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1297753.000000 Penalty: 3013.918945
	Iteration 37Q: 3 clusters Score -1297753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1297780.625000 Penalty: 3013.918945
	Iteration 38Q: 3 clusters Score -1297781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1297813.125000 Penalty: 3013.918945
	Iteration 39Q: 3 clusters Score -1297813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1297847.500000 Penalty: 3013.918945
	Iteration 40F: 3 clusters Score -1297848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1297882.625000 Penalty: 3013.918945
	Iteration 41Q: 3 clusters Score -1297883 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1297919.875000 Penalty: 3013.918945
	Iteration 42Q: 3 clusters Score -1297920 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1297966.500000 Penalty: 3013.918945
	Iteration 43Q: 3 clusters Score -1297966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1298005.125000 Penalty: 3013.918945
	Iteration 44Q: 3 clusters Score -1298005 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1298060.250000 Penalty: 3013.918945
	Iteration 45Q: 3 clusters Score -1298060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1298116.125000 Penalty: 3013.918945
	Iteration 46Q: 3 clusters Score -1298116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1298189.625000 Penalty: 3013.918945
	Iteration 47Q: 3 clusters Score -1298190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1298249.875000 Penalty: 3013.918945
	Iteration 48Q: 3 clusters Score -1298250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1298318.875000 Penalty: 3013.918945
	Iteration 49Q: 3 clusters Score -1298319 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1298396.250000 Penalty: 3013.918945
	Iteration 50Q: 3 clusters Score -1298396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1298473.750000 Penalty: 3013.918945
	Iteration 51Q: 3 clusters Score -1298474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1298521.625000 Penalty: 3013.918945
	Iteration 52Q: 3 clusters Score -1298522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1298543.875000 Penalty: 3013.918945
	Iteration 53Q: 3 clusters Score -1298544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1298558.500000 Penalty: 3013.918945
	Iteration 54Q: 3 clusters Score -1298558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1298565.125000 Penalty: 3013.918945
	Iteration 55Q: 3 clusters Score -1298565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1298576.000000 Penalty: 3013.918945
	Iteration 56Q: 3 clusters Score -1298576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1298585.625000 Penalty: 3013.918945
	Iteration 57Q: 3 clusters Score -1298586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1298592.375000 Penalty: 3013.918945
	Iteration 58Q: 3 clusters Score -1298592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1298599.375000 Penalty: 3013.918945
	Iteration 59Q: 3 clusters Score -1298599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1298604.625000 Penalty: 3013.918945
	Iteration 60F: 3 clusters Score -1298605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1298605.625000 Penalty: 3013.918945
	Iteration 61Q: 3 clusters Score -1298606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1298612.375000 Penalty: 3013.918945
	Iteration 62Q: 3 clusters Score -1298612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1298616.875000 Penalty: 3013.918945
	Iteration 63Q: 3 clusters Score -1298617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1298616.875000 Penalty: 3013.918945
	Iteration 64Q: 3 clusters Score -1298617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1298626.750000 Penalty: 3013.918945
	Iteration 65Q: 3 clusters Score -1298627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1298632.625000 Penalty: 3013.918945
	Iteration 66Q: 3 clusters Score -1298633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1298637.250000 Penalty: 3013.918945
	Iteration 67Q: 3 clusters Score -1298637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1298644.750000 Penalty: 3013.918945
	Iteration 68Q: 3 clusters Score -1298645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1298648.125000 Penalty: 3013.918945
	Iteration 69Q: 3 clusters Score -1298648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1298650.000000 Penalty: 3013.918945
	Iteration 70Q: 3 clusters Score -1298650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1298650.250000 Penalty: 3013.918945
	Iteration 71Q: 3 clusters Score -1298650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1298654.500000 Penalty: 3013.918945
	Iteration 72Q: 3 clusters Score -1298654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1298655.125000 Penalty: 3013.918945
	Iteration 73Q: 3 clusters Score -1298655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1298655.500000 Penalty: 3013.918945
	Iteration 74Q: 3 clusters Score -1298656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1298653.625000 Penalty: 3013.918945
	Iteration 75Q: 3 clusters Score -1298654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1298653.625000 Penalty: 3013.918945
	Iteration 76F: 3 clusters Score -1298654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (123819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Entering Unmasked Estep 
Score: -15602384.000000 Penalty: 1905.568604
	Iteration 0F: 2 clusters Score -1.560238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -15525463.000000 Penalty: 3811.137207
	Iteration 0F: 3 clusters Score -1.552546e+07 nChanged 59687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -15560709.000000 Penalty: 3811.137207
	Iteration 1F: 3 clusters Score -1.556071e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -15561752.000000 Penalty: 3811.137207
	Iteration 2Q: 3 clusters Score -1.556175e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -15563359.000000 Penalty: 3811.137207
	Iteration 3Q: 3 clusters Score -1.556336e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -15565766.000000 Penalty: 3811.137207
	Iteration 4Q: 3 clusters Score -1.556577e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -15569518.000000 Penalty: 3811.137207
	Iteration 5F: 3 clusters Score -1.556952e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -15575521.000000 Penalty: 3811.137207
	Iteration 6F: 3 clusters Score -1.557552e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -15583658.000000 Penalty: 3811.137207
	Iteration 7F: 3 clusters Score -1.558366e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -15590031.000000 Penalty: 3811.137207
	Iteration 8F: 3 clusters Score -1.559003e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -15593216.000000 Penalty: 3811.137207
	Iteration 9F: 3 clusters Score -1.559322e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -15593989.000000 Penalty: 3811.137207
	Iteration 10Q: 3 clusters Score -1.559399e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -15594243.000000 Penalty: 3811.137207
	Iteration 11Q: 3 clusters Score -1.559424e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -15594362.000000 Penalty: 3811.137207
	Iteration 12Q: 3 clusters Score -1.559436e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -15594535.000000 Penalty: 3811.137207
	Iteration 13Q: 3 clusters Score -1.559454e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -15594556.000000 Penalty: 3811.137207
	Iteration 14Q: 3 clusters Score -1.559456e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -15594596.000000 Penalty: 3811.137207
	Iteration 15Q: 3 clusters Score -1.55946e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -15594644.000000 Penalty: 3811.137207
	Iteration 16Q: 3 clusters Score -1.559464e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -15594666.000000 Penalty: 3811.137207
	Iteration 17Q: 3 clusters Score -1.559467e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -15594698.000000 Penalty: 3811.137207
	Iteration 18Q: 3 clusters Score -1.55947e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -15594675.000000 Penalty: 3811.137207
	Iteration 19Q: 3 clusters Score -1.559468e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -15594682.000000 Penalty: 3811.137207
	Iteration 20F: 3 clusters Score -1.559468e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -15594680.000000 Penalty: 3811.137207
	Iteration 21Q: 3 clusters Score -1.559468e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -15594568.000000 Penalty: 3811.137207
	Iteration 22Q: 3 clusters Score -1.559457e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -15594518.000000 Penalty: 3811.137207
	Iteration 23Q: 3 clusters Score -1.559452e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -15594485.000000 Penalty: 3811.137207
	Iteration 24Q: 3 clusters Score -1.559448e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -15594411.000000 Penalty: 3811.137207
	Iteration 25Q: 3 clusters Score -1.559441e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -15594360.000000 Penalty: 3811.137207
	Iteration 26Q: 3 clusters Score -1.559436e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -15594330.000000 Penalty: 3811.137207
	Iteration 27Q: 3 clusters Score -1.559433e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -15594267.000000 Penalty: 3811.137207
	Iteration 28Q: 3 clusters Score -1.559427e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -15594241.000000 Penalty: 3811.137207
	Iteration 29Q: 3 clusters Score -1.559424e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -15594188.000000 Penalty: 3811.137207
	Iteration 30Q: 3 clusters Score -1.559419e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -15594114.000000 Penalty: 3811.137207
	Iteration 31Q: 3 clusters Score -1.559411e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -15594046.000000 Penalty: 3811.137207
	Iteration 32Q: 3 clusters Score -1.559405e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -15593911.000000 Penalty: 3811.137207
	Iteration 33Q: 3 clusters Score -1.559391e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -15593845.000000 Penalty: 3811.137207
	Iteration 34Q: 3 clusters Score -1.559384e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -15593753.000000 Penalty: 3811.137207
	Iteration 35Q: 3 clusters Score -1.559375e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -15593632.000000 Penalty: 3811.137207
	Iteration 36Q: 3 clusters Score -1.559363e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -15593613.000000 Penalty: 3811.137207
	Iteration 37Q: 3 clusters Score -1.559361e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -15593524.000000 Penalty: 3811.137207
	Iteration 38Q: 3 clusters Score -1.559352e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -15593420.000000 Penalty: 3811.137207
	Iteration 39Q: 3 clusters Score -1.559342e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -15593368.000000 Penalty: 3811.137207
	Iteration 40F: 3 clusters Score -1.559337e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -15593287.000000 Penalty: 3811.137207
	Iteration 41Q: 3 clusters Score -1.559329e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -15593236.000000 Penalty: 3811.137207
	Iteration 42Q: 3 clusters Score -1.559324e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -15593279.000000 Penalty: 3811.137207
	Iteration 43Q: 3 clusters Score -1.559328e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -15593278.000000 Penalty: 3811.137207
	Iteration 44Q: 3 clusters Score -1.559328e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -15593186.000000 Penalty: 3811.137207
	Iteration 45Q: 3 clusters Score -1.559319e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -15593113.000000 Penalty: 3811.137207
	Iteration 46Q: 3 clusters Score -1.559311e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -15593073.000000 Penalty: 3811.137207
	Iteration 47Q: 3 clusters Score -1.559307e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -15593041.000000 Penalty: 3811.137207
	Iteration 48Q: 3 clusters Score -1.559304e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -15593063.000000 Penalty: 3811.137207
	Iteration 49Q: 3 clusters Score -1.559306e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -15593080.000000 Penalty: 3811.137207
	Iteration 50Q: 3 clusters Score -1.559308e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -15593087.000000 Penalty: 3811.137207
	Iteration 51Q: 3 clusters Score -1.559309e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -15593068.000000 Penalty: 3811.137207
	Iteration 52Q: 3 clusters Score -1.559307e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -15593078.000000 Penalty: 3811.137207
	Iteration 53Q: 3 clusters Score -1.559308e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -15593087.000000 Penalty: 3811.137207
	Iteration 54Q: 3 clusters Score -1.559309e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -15593079.000000 Penalty: 3811.137207
	Iteration 55Q: 3 clusters Score -1.559308e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -15593107.000000 Penalty: 3811.137207
	Iteration 56Q: 3 clusters Score -1.559311e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -15593186.000000 Penalty: 3811.137207
	Iteration 57Q: 3 clusters Score -1.559319e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -15593252.000000 Penalty: 3811.137207
	Iteration 58Q: 3 clusters Score -1.559325e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -15593260.000000 Penalty: 3811.137207
	Iteration 59Q: 3 clusters Score -1.559326e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -15593274.000000 Penalty: 3811.137207
	Iteration 60F: 3 clusters Score -1.559327e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -15593289.000000 Penalty: 3811.137207
	Iteration 61Q: 3 clusters Score -1.559329e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -15593344.000000 Penalty: 3811.137207
	Iteration 62Q: 3 clusters Score -1.559334e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -15593346.000000 Penalty: 3811.137207
	Iteration 63Q: 3 clusters Score -1.559335e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -15593317.000000 Penalty: 3811.137207
	Iteration 64Q: 3 clusters Score -1.559332e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -15593330.000000 Penalty: 3811.137207
	Iteration 65Q: 3 clusters Score -1.559333e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -15593351.000000 Penalty: 3811.137207
	Iteration 66Q: 3 clusters Score -1.559335e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -15593353.000000 Penalty: 3811.137207
	Iteration 67Q: 3 clusters Score -1.559335e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -15593361.000000 Penalty: 3811.137207
	Iteration 68Q: 3 clusters Score -1.559336e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -15593377.000000 Penalty: 3811.137207
	Iteration 69Q: 3 clusters Score -1.559338e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -15593375.000000 Penalty: 3811.137207
	Iteration 70Q: 3 clusters Score -1.559338e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -15593406.000000 Penalty: 3811.137207
	Iteration 71Q: 3 clusters Score -1.559341e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -15593432.000000 Penalty: 3811.137207
	Iteration 72Q: 3 clusters Score -1.559343e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -15593438.000000 Penalty: 3811.137207
	Iteration 73Q: 3 clusters Score -1.559344e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -15593436.000000 Penalty: 3811.137207
	Iteration 74Q: 3 clusters Score -1.559344e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -15593488.000000 Penalty: 3811.137207
	Iteration 75Q: 3 clusters Score -1.559349e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -15593483.000000 Penalty: 3811.137207
	Iteration 76Q: 3 clusters Score -1.559348e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -15593511.000000 Penalty: 3811.137207
	Iteration 77Q: 3 clusters Score -1.559351e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -15593516.000000 Penalty: 3811.137207
	Iteration 78Q: 3 clusters Score -1.559352e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -15593537.000000 Penalty: 3811.137207
	Iteration 79Q: 3 clusters Score -1.559354e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -15593567.000000 Penalty: 3811.137207
	Iteration 80F: 3 clusters Score -1.559357e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -15593525.000000 Penalty: 3811.137207
	Iteration 81Q: 3 clusters Score -1.559352e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -15593544.000000 Penalty: 3811.137207
	Iteration 82Q: 3 clusters Score -1.559354e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -15593555.000000 Penalty: 3811.137207
	Iteration 83Q: 3 clusters Score -1.559356e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -15593538.000000 Penalty: 3811.137207
	Iteration 84Q: 3 clusters Score -1.559354e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -15593557.000000 Penalty: 3811.137207
	Iteration 85Q: 3 clusters Score -1.559356e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -15593570.000000 Penalty: 3811.137207
	Iteration 86Q: 3 clusters Score -1.559357e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -15593580.000000 Penalty: 3811.137207
	Iteration 87Q: 3 clusters Score -1.559358e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -15593590.000000 Penalty: 3811.137207
	Iteration 88Q: 3 clusters Score -1.559359e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -15593580.000000 Penalty: 3811.137207
	Iteration 89Q: 3 clusters Score -1.559358e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -15593611.000000 Penalty: 3811.137207
	Iteration 90Q: 3 clusters Score -1.559361e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -15593597.000000 Penalty: 3811.137207
	Iteration 91Q: 3 clusters Score -1.55936e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -15593608.000000 Penalty: 3811.137207
	Iteration 92Q: 3 clusters Score -1.559361e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -15593599.000000 Penalty: 3811.137207
	Iteration 93Q: 3 clusters Score -1.55936e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -15593611.000000 Penalty: 3811.137207
	Iteration 94Q: 3 clusters Score -1.559361e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -15593606.000000 Penalty: 3811.137207
	Iteration 95Q: 3 clusters Score -1.559361e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -15593618.000000 Penalty: 3811.137207
	Iteration 96Q: 3 clusters Score -1.559362e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -15593633.000000 Penalty: 3811.137207
	Iteration 97Q: 3 clusters Score -1.559363e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -15593619.000000 Penalty: 3811.137207
	Iteration 98Q: 3 clusters Score -1.559362e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -15593625.000000 Penalty: 3811.137207
	Iteration 99Q: 3 clusters Score -1.559362e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -15593648.000000 Penalty: 3811.137207
	Iteration 100F: 3 clusters Score -1.559365e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -15593662.000000 Penalty: 3811.137207
	Iteration 101Q: 3 clusters Score -1.559366e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -15593653.000000 Penalty: 3811.137207
	Iteration 102Q: 3 clusters Score -1.559365e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -15593690.000000 Penalty: 3811.137207
	Iteration 103Q: 3 clusters Score -1.559369e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -15593665.000000 Penalty: 3811.137207
	Iteration 104Q: 3 clusters Score -1.559366e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -15593670.000000 Penalty: 3811.137207
	Iteration 105Q: 3 clusters Score -1.559367e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -15593694.000000 Penalty: 3811.137207
	Iteration 106Q: 3 clusters Score -1.559369e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -15593689.000000 Penalty: 3811.137207
	Iteration 107Q: 3 clusters Score -1.559369e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -15593669.000000 Penalty: 3811.137207
	Iteration 108Q: 3 clusters Score -1.559367e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -15593711.000000 Penalty: 3811.137207
	Iteration 109Q: 3 clusters Score -1.559371e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -15593710.000000 Penalty: 3811.137207
	Iteration 110Q: 3 clusters Score -1.559371e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -15593763.000000 Penalty: 3811.137207
	Iteration 111Q: 3 clusters Score -1.559376e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -15593709.000000 Penalty: 3811.137207
	Iteration 112Q: 3 clusters Score -1.559371e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -15593721.000000 Penalty: 3811.137207
	Iteration 113Q: 3 clusters Score -1.559372e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -15593718.000000 Penalty: 3811.137207
	Iteration 114Q: 3 clusters Score -1.559372e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -15593710.000000 Penalty: 3811.137207
	Iteration 115Q: 3 clusters Score -1.559371e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -15593731.000000 Penalty: 3811.137207
	Iteration 116Q: 3 clusters Score -1.559373e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -15593758.000000 Penalty: 3811.137207
	Iteration 117Q: 3 clusters Score -1.559376e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -15593794.000000 Penalty: 3811.137207
	Iteration 118Q: 3 clusters Score -1.559379e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -15593822.000000 Penalty: 3811.137207
	Iteration 119Q: 3 clusters Score -1.559382e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -15593863.000000 Penalty: 3811.137207
	Iteration 120F: 3 clusters Score -1.559386e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -15593858.000000 Penalty: 3811.137207
	Iteration 121Q: 3 clusters Score -1.559386e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -15593885.000000 Penalty: 3811.137207
	Iteration 122Q: 3 clusters Score -1.559388e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -15593935.000000 Penalty: 3811.137207
	Iteration 123Q: 3 clusters Score -1.559394e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -15593976.000000 Penalty: 3811.137207
	Iteration 124Q: 3 clusters Score -1.559398e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -15593995.000000 Penalty: 3811.137207
	Iteration 125Q: 3 clusters Score -1.5594e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -15594031.000000 Penalty: 3811.137207
	Iteration 126Q: 3 clusters Score -1.559403e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -15594077.000000 Penalty: 3811.137207
	Iteration 127Q: 3 clusters Score -1.559408e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -15594100.000000 Penalty: 3811.137207
	Iteration 128Q: 3 clusters Score -1.55941e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -15594112.000000 Penalty: 3811.137207
	Iteration 129Q: 3 clusters Score -1.559411e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -15594196.000000 Penalty: 3811.137207
	Iteration 130Q: 3 clusters Score -1.55942e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -15594246.000000 Penalty: 3811.137207
	Iteration 131Q: 3 clusters Score -1.559425e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -15594257.000000 Penalty: 3811.137207
	Iteration 132Q: 3 clusters Score -1.559426e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -15594256.000000 Penalty: 3811.137207
	Iteration 133Q: 3 clusters Score -1.559426e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -15594314.000000 Penalty: 3811.137207
	Iteration 134Q: 3 clusters Score -1.559431e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -15594375.000000 Penalty: 3811.137207
	Iteration 135Q: 3 clusters Score -1.559438e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -15594391.000000 Penalty: 3811.137207
	Iteration 136Q: 3 clusters Score -1.559439e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -15594444.000000 Penalty: 3811.137207
	Iteration 137Q: 3 clusters Score -1.559444e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -15594497.000000 Penalty: 3811.137207
	Iteration 138Q: 3 clusters Score -1.55945e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -15594530.000000 Penalty: 3811.137207
	Iteration 139Q: 3 clusters Score -1.559453e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -15594564.000000 Penalty: 3811.137207
	Iteration 140F: 3 clusters Score -1.559456e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -15594617.000000 Penalty: 3811.137207
	Iteration 141Q: 3 clusters Score -1.559462e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -15594609.000000 Penalty: 3811.137207
	Iteration 142Q: 3 clusters Score -1.559461e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -15594595.000000 Penalty: 3811.137207
	Iteration 143Q: 3 clusters Score -1.55946e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -15594649.000000 Penalty: 3811.137207
	Iteration 144Q: 3 clusters Score -1.559465e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -15594706.000000 Penalty: 3811.137207
	Iteration 145Q: 3 clusters Score -1.559471e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -15594742.000000 Penalty: 3811.137207
	Iteration 146Q: 3 clusters Score -1.559474e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -15594720.000000 Penalty: 3811.137207
	Iteration 147Q: 3 clusters Score -1.559472e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -15594747.000000 Penalty: 3811.137207
	Iteration 148Q: 3 clusters Score -1.559475e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -15594787.000000 Penalty: 3811.137207
	Iteration 149Q: 3 clusters Score -1.559479e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -15594838.000000 Penalty: 3811.137207
	Iteration 150Q: 3 clusters Score -1.559484e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -15594834.000000 Penalty: 3811.137207
	Iteration 151Q: 3 clusters Score -1.559483e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -15594889.000000 Penalty: 3811.137207
	Iteration 152Q: 3 clusters Score -1.559489e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -15594911.000000 Penalty: 3811.137207
	Iteration 153Q: 3 clusters Score -1.559491e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -15594937.000000 Penalty: 3811.137207
	Iteration 154Q: 3 clusters Score -1.559494e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -15594979.000000 Penalty: 3811.137207
	Iteration 155Q: 3 clusters Score -1.559498e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -15595015.000000 Penalty: 3811.137207
	Iteration 156Q: 3 clusters Score -1.559502e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -15595070.000000 Penalty: 3811.137207
	Iteration 157Q: 3 clusters Score -1.559507e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -15595072.000000 Penalty: 3811.137207
	Iteration 158Q: 3 clusters Score -1.559507e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -15595111.000000 Penalty: 3811.137207
	Iteration 159Q: 3 clusters Score -1.559511e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -15595123.000000 Penalty: 3811.137207
	Iteration 160F: 3 clusters Score -1.559512e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -15595128.000000 Penalty: 3811.137207
	Iteration 161Q: 3 clusters Score -1.559513e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -15595127.000000 Penalty: 3811.137207
	Iteration 162Q: 3 clusters Score -1.559513e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -15595143.000000 Penalty: 3811.137207
	Iteration 163Q: 3 clusters Score -1.559514e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -15595152.000000 Penalty: 3811.137207
	Iteration 164Q: 3 clusters Score -1.559515e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -15595207.000000 Penalty: 3811.137207
	Iteration 165Q: 3 clusters Score -1.559521e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -15595248.000000 Penalty: 3811.137207
	Iteration 166Q: 3 clusters Score -1.559525e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -15595256.000000 Penalty: 3811.137207
	Iteration 167Q: 3 clusters Score -1.559526e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -15595300.000000 Penalty: 3811.137207
	Iteration 168Q: 3 clusters Score -1.55953e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -15595319.000000 Penalty: 3811.137207
	Iteration 169Q: 3 clusters Score -1.559532e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -15595363.000000 Penalty: 3811.137207
	Iteration 170Q: 3 clusters Score -1.559536e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -15595354.000000 Penalty: 3811.137207
	Iteration 171Q: 3 clusters Score -1.559535e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -15595348.000000 Penalty: 3811.137207
	Iteration 172Q: 3 clusters Score -1.559535e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -15595356.000000 Penalty: 3811.137207
	Iteration 173Q: 3 clusters Score -1.559536e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -15595344.000000 Penalty: 3811.137207
	Iteration 174Q: 3 clusters Score -1.559534e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -15595423.000000 Penalty: 3811.137207
	Iteration 175Q: 3 clusters Score -1.559542e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -15595412.000000 Penalty: 3811.137207
	Iteration 176Q: 3 clusters Score -1.559541e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -15595472.000000 Penalty: 3811.137207
	Iteration 177Q: 3 clusters Score -1.559547e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -15595569.000000 Penalty: 3811.137207
	Iteration 178Q: 3 clusters Score -1.559557e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -15595597.000000 Penalty: 3811.137207
	Iteration 179Q: 3 clusters Score -1.55956e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -15595622.000000 Penalty: 3811.137207
	Iteration 180F: 3 clusters Score -1.559562e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -15595642.000000 Penalty: 3811.137207
	Iteration 181Q: 3 clusters Score -1.559564e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -15595673.000000 Penalty: 3811.137207
	Iteration 182Q: 3 clusters Score -1.559567e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -15595684.000000 Penalty: 3811.137207
	Iteration 183Q: 3 clusters Score -1.559568e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -15595684.000000 Penalty: 3811.137207
	Iteration 184Q: 3 clusters Score -1.559568e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -15595710.000000 Penalty: 3811.137207
	Iteration 185Q: 3 clusters Score -1.559571e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -15595696.000000 Penalty: 3811.137207
	Iteration 186Q: 3 clusters Score -1.55957e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -15595756.000000 Penalty: 3811.137207
	Iteration 187Q: 3 clusters Score -1.559576e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -15595728.000000 Penalty: 3811.137207
	Iteration 188Q: 3 clusters Score -1.559573e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -15595731.000000 Penalty: 3811.137207
	Iteration 189Q: 3 clusters Score -1.559573e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -15595738.000000 Penalty: 3811.137207
	Iteration 190Q: 3 clusters Score -1.559574e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -15595811.000000 Penalty: 3811.137207
	Iteration 191Q: 3 clusters Score -1.559581e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -15595844.000000 Penalty: 3811.137207
	Iteration 192Q: 3 clusters Score -1.559584e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -15595863.000000 Penalty: 3811.137207
	Iteration 193Q: 3 clusters Score -1.559586e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -15595871.000000 Penalty: 3811.137207
	Iteration 194Q: 3 clusters Score -1.559587e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -15595877.000000 Penalty: 3811.137207
	Iteration 195Q: 3 clusters Score -1.559588e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -15595864.000000 Penalty: 3811.137207
	Iteration 196Q: 3 clusters Score -1.559586e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -15595858.000000 Penalty: 3811.137207
	Iteration 197Q: 3 clusters Score -1.559586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -15595863.000000 Penalty: 3811.137207
	Iteration 198Q: 3 clusters Score -1.559586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -15595857.000000 Penalty: 3811.137207
	Iteration 199Q: 3 clusters Score -1.559586e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -15595849.000000 Penalty: 3811.137207
	Iteration 200F: 3 clusters Score -1.559585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -15595851.000000 Penalty: 3811.137207
	Iteration 201Q: 3 clusters Score -1.559585e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -15595859.000000 Penalty: 3811.137207
	Iteration 202Q: 3 clusters Score -1.559586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -15595884.000000 Penalty: 3811.137207
	Iteration 203Q: 3 clusters Score -1.559588e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -15595892.000000 Penalty: 3811.137207
	Iteration 204Q: 3 clusters Score -1.559589e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -15595879.000000 Penalty: 3811.137207
	Iteration 205Q: 3 clusters Score -1.559588e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -15595884.000000 Penalty: 3811.137207
	Iteration 206Q: 3 clusters Score -1.559588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -15595912.000000 Penalty: 3811.137207
	Iteration 207Q: 3 clusters Score -1.559591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -15595906.000000 Penalty: 3811.137207
	Iteration 208Q: 3 clusters Score -1.559591e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -15595928.000000 Penalty: 3811.137207
	Iteration 209Q: 3 clusters Score -1.559593e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -15595942.000000 Penalty: 3811.137207
	Iteration 210Q: 3 clusters Score -1.559594e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -15595949.000000 Penalty: 3811.137207
	Iteration 211Q: 3 clusters Score -1.559595e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -15595947.000000 Penalty: 3811.137207
	Iteration 212Q: 3 clusters Score -1.559595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -15595948.000000 Penalty: 3811.137207
	Iteration 213Q: 3 clusters Score -1.559595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -15595958.000000 Penalty: 3811.137207
	Iteration 214Q: 3 clusters Score -1.559596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -15595960.000000 Penalty: 3811.137207
	Iteration 215Q: 3 clusters Score -1.559596e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -15595954.000000 Penalty: 3811.137207
	Iteration 216Q: 3 clusters Score -1.559595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -15595951.000000 Penalty: 3811.137207
	Iteration 217Q: 3 clusters Score -1.559595e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -15595978.000000 Penalty: 3811.137207
	Iteration 218Q: 3 clusters Score -1.559598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -15595972.000000 Penalty: 3811.137207
	Iteration 219Q: 3 clusters Score -1.559597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -15595969.000000 Penalty: 3811.137207
	Iteration 220F: 3 clusters Score -1.559597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -15595970.000000 Penalty: 3811.137207
	Iteration 221Q: 3 clusters Score -1.559597e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -15595953.000000 Penalty: 3811.137207
	Iteration 222Q: 3 clusters Score -1.559595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -15595960.000000 Penalty: 3811.137207
	Iteration 223Q: 3 clusters Score -1.559596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -15595986.000000 Penalty: 3811.137207
	Iteration 224Q: 3 clusters Score -1.559599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -15595962.000000 Penalty: 3811.137207
	Iteration 225Q: 3 clusters Score -1.559596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -15595964.000000 Penalty: 3811.137207
	Iteration 226Q: 3 clusters Score -1.559596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -15595969.000000 Penalty: 3811.137207
	Iteration 227Q: 3 clusters Score -1.559597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -15595974.000000 Penalty: 3811.137207
	Iteration 228Q: 3 clusters Score -1.559597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -15595990.000000 Penalty: 3811.137207
	Iteration 229Q: 3 clusters Score -1.559599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -15596001.000000 Penalty: 3811.137207
	Iteration 230Q: 3 clusters Score -1.5596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -15595980.000000 Penalty: 3811.137207
	Iteration 231Q: 3 clusters Score -1.559598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -15595977.000000 Penalty: 3811.137207
	Iteration 232Q: 3 clusters Score -1.559598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -15595986.000000 Penalty: 3811.137207
	Iteration 233Q: 3 clusters Score -1.559599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -15595968.000000 Penalty: 3811.137207
	Iteration 234Q: 3 clusters Score -1.559597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -15595969.000000 Penalty: 3811.137207
	Iteration 235Q: 3 clusters Score -1.559597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -15595979.000000 Penalty: 3811.137207
	Iteration 236Q: 3 clusters Score -1.559598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -15595968.000000 Penalty: 3811.137207
	Iteration 237Q: 3 clusters Score -1.559597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -15595973.000000 Penalty: 3811.137207
	Iteration 238Q: 3 clusters Score -1.559597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -15595967.000000 Penalty: 3811.137207
	Iteration 239Q: 3 clusters Score -1.559597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -15595973.000000 Penalty: 3811.137207
	Iteration 240F: 3 clusters Score -1.559597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -15595976.000000 Penalty: 3811.137207
	Iteration 241Q: 3 clusters Score -1.559598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -15595970.000000 Penalty: 3811.137207
	Iteration 242Q: 3 clusters Score -1.559597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -15595969.000000 Penalty: 3811.137207
	Iteration 243Q: 3 clusters Score -1.559597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -15595972.000000 Penalty: 3811.137207
	Iteration 244Q: 3 clusters Score -1.559597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -15595974.000000 Penalty: 3811.137207
	Iteration 245Q: 3 clusters Score -1.559597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -15595973.000000 Penalty: 3811.137207
	Iteration 246Q: 3 clusters Score -1.559597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -15595975.000000 Penalty: 3811.137207
	Iteration 247Q: 3 clusters Score -1.559598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -15595975.000000 Penalty: 3811.137207
	Iteration 248F: 3 clusters Score -1.559598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -903815.000000 Penalty: 1452.383423
	Iteration 0F: 2 clusters Score -903815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -898216.375000 Penalty: 2904.766846
	Iteration 0F: 3 clusters Score -898216.4 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -900123.812500 Penalty: 2904.766846
	Iteration 1F: 3 clusters Score -900123.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -900436.687500 Penalty: 2904.766846
	Iteration 2F: 3 clusters Score -900436.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -900663.500000 Penalty: 2904.766846
	Iteration 3F: 3 clusters Score -900663.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -900849.062500 Penalty: 2904.766846
	Iteration 4Q: 3 clusters Score -900849.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -901035.750000 Penalty: 2904.766846
	Iteration 5Q: 3 clusters Score -901035.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -901269.562500 Penalty: 2904.766846
	Iteration 6Q: 3 clusters Score -901269.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -901561.312500 Penalty: 2904.766846
	Iteration 7F: 3 clusters Score -901561.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -901897.187500 Penalty: 2904.766846
	Iteration 8Q: 3 clusters Score -901897.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -902304.562500 Penalty: 2904.766846
	Iteration 9Q: 3 clusters Score -902304.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -902719.625000 Penalty: 2904.766846
	Iteration 10Q: 3 clusters Score -902719.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -903042.312500 Penalty: 2904.766846
	Iteration 11Q: 3 clusters Score -903042.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -903244.875000 Penalty: 2904.766846
	Iteration 12Q: 3 clusters Score -903244.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -903349.187500 Penalty: 2904.766846
	Iteration 13Q: 3 clusters Score -903349.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -903392.937500 Penalty: 2904.766846
	Iteration 14Q: 3 clusters Score -903392.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -903421.187500 Penalty: 2904.766846
	Iteration 15Q: 3 clusters Score -903421.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -903448.250000 Penalty: 2904.766846
	Iteration 16Q: 3 clusters Score -903448.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -903461.750000 Penalty: 2904.766846
	Iteration 17Q: 3 clusters Score -903461.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -903473.062500 Penalty: 2904.766846
	Iteration 18Q: 3 clusters Score -903473.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -903487.812500 Penalty: 2904.766846
	Iteration 19Q: 3 clusters Score -903487.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -903495.000000 Penalty: 2904.766846
	Iteration 20F: 3 clusters Score -903495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -903499.875000 Penalty: 2904.766846
	Iteration 21Q: 3 clusters Score -903499.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -903506.125000 Penalty: 2904.766846
	Iteration 22Q: 3 clusters Score -903506.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -903504.312500 Penalty: 2904.766846
	Iteration 23Q: 3 clusters Score -903504.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -903503.687500 Penalty: 2904.766846
	Iteration 24Q: 3 clusters Score -903503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -903505.125000 Penalty: 2904.766846
	Iteration 25Q: 3 clusters Score -903505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -903506.812500 Penalty: 2904.766846
	Iteration 26Q: 3 clusters Score -903506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -903507.937500 Penalty: 2904.766846
	Iteration 27Q: 3 clusters Score -903507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -903508.750000 Penalty: 2904.766846
	Iteration 28Q: 3 clusters Score -903508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -903509.500000 Penalty: 2904.766846
	Iteration 29Q: 3 clusters Score -903509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -903508.625000 Penalty: 2904.766846
	Iteration 30Q: 3 clusters Score -903508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -903508.750000 Penalty: 2904.766846
	Iteration 31Q: 3 clusters Score -903508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -903507.937500 Penalty: 2904.766846
	Iteration 32Q: 3 clusters Score -903507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -903508.312500 Penalty: 2904.766846
	Iteration 33Q: 3 clusters Score -903508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -903508.312500 Penalty: 2904.766846
	Iteration 34F: 3 clusters Score -903508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Entering Unmasked Estep 
Score: -2020950.625000 Penalty: 1577.622437
	Iteration 0F: 2 clusters Score -2020951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2009565.625000 Penalty: 3155.244873
	Iteration 0F: 3 clusters Score -2009566 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2013971.750000 Penalty: 3155.244873
	Iteration 1F: 3 clusters Score -2013972 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2014476.625000 Penalty: 3155.244873
	Iteration 2F: 3 clusters Score -2014477 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2014984.375000 Penalty: 3155.244873
	Iteration 3F: 3 clusters Score -2014984 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2015477.125000 Penalty: 3155.244873
	Iteration 4F: 3 clusters Score -2015477 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2015931.875000 Penalty: 3155.244873
	Iteration 5Q: 3 clusters Score -2015932 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2016394.000000 Penalty: 3155.244873
	Iteration 6Q: 3 clusters Score -2016394 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2016822.250000 Penalty: 3155.244873
	Iteration 7Q: 3 clusters Score -2016822 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2017124.625000 Penalty: 3155.244873
	Iteration 8Q: 3 clusters Score -2017125 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2017349.125000 Penalty: 3155.244873
	Iteration 9Q: 3 clusters Score -2017349 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2017516.625000 Penalty: 3155.244873
	Iteration 10Q: 3 clusters Score -2017517 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2017640.375000 Penalty: 3155.244873
	Iteration 11Q: 3 clusters Score -2017640 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2017739.625000 Penalty: 3155.244873
	Iteration 12Q: 3 clusters Score -2017740 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2017822.625000 Penalty: 3155.244873
	Iteration 13Q: 3 clusters Score -2017823 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2017867.000000 Penalty: 3155.244873
	Iteration 14Q: 3 clusters Score -2017867 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2017933.875000 Penalty: 3155.244873
	Iteration 15Q: 3 clusters Score -2017934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2017987.125000 Penalty: 3155.244873
	Iteration 16Q: 3 clusters Score -2017987 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2018040.125000 Penalty: 3155.244873
	Iteration 17Q: 3 clusters Score -2018040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2018079.250000 Penalty: 3155.244873
	Iteration 18Q: 3 clusters Score -2018079 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2018105.875000 Penalty: 3155.244873
	Iteration 19Q: 3 clusters Score -2018106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2018138.250000 Penalty: 3155.244873
	Iteration 20F: 3 clusters Score -2018138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2018169.125000 Penalty: 3155.244873
	Iteration 21Q: 3 clusters Score -2018169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2018188.625000 Penalty: 3155.244873
	Iteration 22Q: 3 clusters Score -2018189 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2018212.625000 Penalty: 3155.244873
	Iteration 23Q: 3 clusters Score -2018213 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2018237.750000 Penalty: 3155.244873
	Iteration 24Q: 3 clusters Score -2018238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2018281.500000 Penalty: 3155.244873
	Iteration 25Q: 3 clusters Score -2018282 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2018318.375000 Penalty: 3155.244873
	Iteration 26Q: 3 clusters Score -2018318 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2018360.000000 Penalty: 3155.244873
	Iteration 27Q: 3 clusters Score -2018360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2018422.250000 Penalty: 3155.244873
	Iteration 28Q: 3 clusters Score -2018422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2018491.750000 Penalty: 3155.244873
	Iteration 29Q: 3 clusters Score -2018492 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2018573.000000 Penalty: 3155.244873
	Iteration 30Q: 3 clusters Score -2018573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2018662.625000 Penalty: 3155.244873
	Iteration 31Q: 3 clusters Score -2018663 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2018773.875000 Penalty: 3155.244873
	Iteration 32Q: 3 clusters Score -2018774 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2018877.500000 Penalty: 3155.244873
	Iteration 33Q: 3 clusters Score -2018878 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2018994.625000 Penalty: 3155.244873
	Iteration 34Q: 3 clusters Score -2018995 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2019086.750000 Penalty: 3155.244873
	Iteration 35Q: 3 clusters Score -2019087 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2019150.500000 Penalty: 3155.244873
	Iteration 36Q: 3 clusters Score -2019150 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2019199.875000 Penalty: 3155.244873
	Iteration 37Q: 3 clusters Score -2019200 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2019255.375000 Penalty: 3155.244873
	Iteration 38Q: 3 clusters Score -2019255 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2019306.375000 Penalty: 3155.244873
	Iteration 39Q: 3 clusters Score -2019306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2019355.125000 Penalty: 3155.244873
	Iteration 40F: 3 clusters Score -2019355 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2019414.250000 Penalty: 3155.244873
	Iteration 41Q: 3 clusters Score -2019414 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2019480.875000 Penalty: 3155.244873
	Iteration 42Q: 3 clusters Score -2019481 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2019541.750000 Penalty: 3155.244873
	Iteration 43Q: 3 clusters Score -2019542 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2019581.625000 Penalty: 3155.244873
	Iteration 44Q: 3 clusters Score -2019582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2019607.750000 Penalty: 3155.244873
	Iteration 45Q: 3 clusters Score -2019608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2019639.625000 Penalty: 3155.244873
	Iteration 46Q: 3 clusters Score -2019640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2019661.750000 Penalty: 3155.244873
	Iteration 47Q: 3 clusters Score -2019662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2019691.750000 Penalty: 3155.244873
	Iteration 48Q: 3 clusters Score -2019692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2019721.625000 Penalty: 3155.244873
	Iteration 49Q: 3 clusters Score -2019722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2019750.250000 Penalty: 3155.244873
	Iteration 50Q: 3 clusters Score -2019750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2019764.000000 Penalty: 3155.244873
	Iteration 51Q: 3 clusters Score -2019764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2019782.500000 Penalty: 3155.244873
	Iteration 52Q: 3 clusters Score -2019782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2019806.375000 Penalty: 3155.244873
	Iteration 53Q: 3 clusters Score -2019806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2019816.875000 Penalty: 3155.244873
	Iteration 54Q: 3 clusters Score -2019817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2019827.625000 Penalty: 3155.244873
	Iteration 55Q: 3 clusters Score -2019828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2019829.625000 Penalty: 3155.244873
	Iteration 56Q: 3 clusters Score -2019830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2019832.875000 Penalty: 3155.244873
	Iteration 57Q: 3 clusters Score -2019833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2019836.375000 Penalty: 3155.244873
	Iteration 58Q: 3 clusters Score -2019836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2019835.625000 Penalty: 3155.244873
	Iteration 59Q: 3 clusters Score -2019836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2019836.000000 Penalty: 3155.244873
	Iteration 60F: 3 clusters Score -2019836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2019836.625000 Penalty: 3155.244873
	Iteration 61Q: 3 clusters Score -2019837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2019839.000000 Penalty: 3155.244873
	Iteration 62Q: 3 clusters Score -2019839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2019839.250000 Penalty: 3155.244873
	Iteration 63Q: 3 clusters Score -2019839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2019838.000000 Penalty: 3155.244873
	Iteration 64Q: 3 clusters Score -2019838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2019840.875000 Penalty: 3155.244873
	Iteration 65Q: 3 clusters Score -2019841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2019843.000000 Penalty: 3155.244873
	Iteration 66Q: 3 clusters Score -2019843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2019841.500000 Penalty: 3155.244873
	Iteration 67Q: 3 clusters Score -2019842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2019842.000000 Penalty: 3155.244873
	Iteration 68Q: 3 clusters Score -2019842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2019843.250000 Penalty: 3155.244873
	Iteration 69Q: 3 clusters Score -2019843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2019849.000000 Penalty: 3155.244873
	Iteration 70Q: 3 clusters Score -2019849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2019851.500000 Penalty: 3155.244873
	Iteration 71Q: 3 clusters Score -2019852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2019856.250000 Penalty: 3155.244873
	Iteration 72Q: 3 clusters Score -2019856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2019857.000000 Penalty: 3155.244873
	Iteration 73Q: 3 clusters Score -2019857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2019859.125000 Penalty: 3155.244873
	Iteration 74Q: 3 clusters Score -2019859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2019863.750000 Penalty: 3155.244873
	Iteration 75Q: 3 clusters Score -2019864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2019868.250000 Penalty: 3155.244873
	Iteration 76Q: 3 clusters Score -2019868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2019868.625000 Penalty: 3155.244873
	Iteration 77Q: 3 clusters Score -2019869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2019872.000000 Penalty: 3155.244873
	Iteration 78Q: 3 clusters Score -2019872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2019873.875000 Penalty: 3155.244873
	Iteration 79Q: 3 clusters Score -2019874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2019874.125000 Penalty: 3155.244873
	Iteration 80F: 3 clusters Score -2019874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2019877.375000 Penalty: 3155.244873
	Iteration 81Q: 3 clusters Score -2019877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2019877.625000 Penalty: 3155.244873
	Iteration 82Q: 3 clusters Score -2019878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2019878.250000 Penalty: 3155.244873
	Iteration 83Q: 3 clusters Score -2019878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2019883.125000 Penalty: 3155.244873
	Iteration 84Q: 3 clusters Score -2019883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2019885.250000 Penalty: 3155.244873
	Iteration 85Q: 3 clusters Score -2019885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2019884.000000 Penalty: 3155.244873
	Iteration 86Q: 3 clusters Score -2019884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2019882.125000 Penalty: 3155.244873
	Iteration 87Q: 3 clusters Score -2019882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2019885.875000 Penalty: 3155.244873
	Iteration 88Q: 3 clusters Score -2019886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2019886.875000 Penalty: 3155.244873
	Iteration 89Q: 3 clusters Score -2019887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2019891.500000 Penalty: 3155.244873
	Iteration 90Q: 3 clusters Score -2019892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2019895.125000 Penalty: 3155.244873
	Iteration 91Q: 3 clusters Score -2019895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2019897.625000 Penalty: 3155.244873
	Iteration 92Q: 3 clusters Score -2019898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2019897.750000 Penalty: 3155.244873
	Iteration 93Q: 3 clusters Score -2019898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2019898.500000 Penalty: 3155.244873
	Iteration 94Q: 3 clusters Score -2019898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2019898.125000 Penalty: 3155.244873
	Iteration 95Q: 3 clusters Score -2019898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2019896.250000 Penalty: 3155.244873
	Iteration 96Q: 3 clusters Score -2019896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2019896.250000 Penalty: 3155.244873
	Iteration 97F: 3 clusters Score -2019896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -11110.653320 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -11110.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10347.388672 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -10347.39 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10829.618164 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -10829.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11082.501953 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -11082.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11262.630859 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -11262.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11301.750977 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -11301.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11346.364258 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -11346.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11378.013672 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -11378.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11403.585938 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -11403.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11406.617188 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -11406.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11406.617188 Penalty: 1913.885254
	Iteration 9F: 3 clusters Score -11406.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 140 members 
Entering Unmasked Estep 
Score: -141713968.000000 Penalty: 83940.617188
Splitting cluster 19 changes total score from -141714976.000000 to -141713968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (117978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117978 members 
Entering Unmasked Estep 
Score: -14858557.000000 Penalty: 1897.716187
	Iteration 0F: 2 clusters Score -1.485856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -14784418.000000 Penalty: 3795.432373
	Iteration 0F: 3 clusters Score -1.478442e+07 nChanged 56619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -14817492.000000 Penalty: 3795.432373
	Iteration 1F: 3 clusters Score -1.481749e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -14818192.000000 Penalty: 3795.432373
	Iteration 2Q: 3 clusters Score -1.481819e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -14818960.000000 Penalty: 3795.432373
	Iteration 3Q: 3 clusters Score -1.481896e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -14820190.000000 Penalty: 3795.432373
	Iteration 4Q: 3 clusters Score -1.482019e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -14822018.000000 Penalty: 3795.432373
	Iteration 5Q: 3 clusters Score -1.482202e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -14824959.000000 Penalty: 3795.432373
	Iteration 6F: 3 clusters Score -1.482496e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -14829763.000000 Penalty: 3795.432373
	Iteration 7F: 3 clusters Score -1.482976e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -14836397.000000 Penalty: 3795.432373
	Iteration 8F: 3 clusters Score -1.48364e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -14842892.000000 Penalty: 3795.432373
	Iteration 9F: 3 clusters Score -1.484289e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -14846992.000000 Penalty: 3795.432373
	Iteration 10F: 3 clusters Score -1.484699e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -14848592.000000 Penalty: 3795.432373
	Iteration 11Q: 3 clusters Score -1.484859e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -14849280.000000 Penalty: 3795.432373
	Iteration 12Q: 3 clusters Score -1.484928e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -14850020.000000 Penalty: 3795.432373
	Iteration 13Q: 3 clusters Score -1.485002e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -14850665.000000 Penalty: 3795.432373
	Iteration 14Q: 3 clusters Score -1.485066e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -14851334.000000 Penalty: 3795.432373
	Iteration 15Q: 3 clusters Score -1.485133e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -14852082.000000 Penalty: 3795.432373
	Iteration 16Q: 3 clusters Score -1.485208e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -14852861.000000 Penalty: 3795.432373
	Iteration 17Q: 3 clusters Score -1.485286e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -14853534.000000 Penalty: 3795.432373
	Iteration 18Q: 3 clusters Score -1.485353e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -14854116.000000 Penalty: 3795.432373
	Iteration 19Q: 3 clusters Score -1.485412e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -14854608.000000 Penalty: 3795.432373
	Iteration 20F: 3 clusters Score -1.485461e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -14855068.000000 Penalty: 3795.432373
	Iteration 21Q: 3 clusters Score -1.485507e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -14855601.000000 Penalty: 3795.432373
	Iteration 22Q: 3 clusters Score -1.48556e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -14855990.000000 Penalty: 3795.432373
	Iteration 23Q: 3 clusters Score -1.485599e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -14856275.000000 Penalty: 3795.432373
	Iteration 24Q: 3 clusters Score -1.485628e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -14856563.000000 Penalty: 3795.432373
	Iteration 25Q: 3 clusters Score -1.485656e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -14856981.000000 Penalty: 3795.432373
	Iteration 26Q: 3 clusters Score -1.485698e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -14857319.000000 Penalty: 3795.432373
	Iteration 27Q: 3 clusters Score -1.485732e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -14857660.000000 Penalty: 3795.432373
	Iteration 28Q: 3 clusters Score -1.485766e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -14857944.000000 Penalty: 3795.432373
	Iteration 29Q: 3 clusters Score -1.485794e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -14858226.000000 Penalty: 3795.432373
	Iteration 30Q: 3 clusters Score -1.485823e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -14858467.000000 Penalty: 3795.432373
	Iteration 31Q: 3 clusters Score -1.485847e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -14858705.000000 Penalty: 3795.432373
	Iteration 32Q: 3 clusters Score -1.48587e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108356 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -14858865.000000 Penalty: 3795.432373
	Iteration 33Q: 3 clusters Score -1.485886e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -14859020.000000 Penalty: 3795.432373
	Iteration 34Q: 3 clusters Score -1.485902e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -14859020.000000 Penalty: 3795.432373
	Iteration 35Q: 3 clusters Score -1.485902e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111519 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -14858890.000000 Penalty: 3795.432373
	Iteration 36Q: 3 clusters Score -1.485889e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -14858756.000000 Penalty: 3795.432373
	Iteration 37Q: 3 clusters Score -1.485876e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113031 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -14858660.000000 Penalty: 3795.432373
	Iteration 38Q: 3 clusters Score -1.485866e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -14858455.000000 Penalty: 3795.432373
	Iteration 39Q: 3 clusters Score -1.485846e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -14858402.000000 Penalty: 3795.432373
	Iteration 40F: 3 clusters Score -1.48584e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -14858290.000000 Penalty: 3795.432373
	Iteration 41Q: 3 clusters Score -1.485829e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -14858173.000000 Penalty: 3795.432373
	Iteration 42Q: 3 clusters Score -1.485817e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -14858102.000000 Penalty: 3795.432373
	Iteration 43Q: 3 clusters Score -1.48581e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115693 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -14858021.000000 Penalty: 3795.432373
	Iteration 44Q: 3 clusters Score -1.485802e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -14857920.000000 Penalty: 3795.432373
	Iteration 45Q: 3 clusters Score -1.485792e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116144 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -14857873.000000 Penalty: 3795.432373
	Iteration 46Q: 3 clusters Score -1.485787e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -14857856.000000 Penalty: 3795.432373
	Iteration 47Q: 3 clusters Score -1.485786e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116460 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14857839.000000 Penalty: 3795.432373
	Iteration 48Q: 3 clusters Score -1.485784e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -14857750.000000 Penalty: 3795.432373
	Iteration 49Q: 3 clusters Score -1.485775e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14857723.000000 Penalty: 3795.432373
	Iteration 50Q: 3 clusters Score -1.485772e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116782 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14857681.000000 Penalty: 3795.432373
	Iteration 51Q: 3 clusters Score -1.485768e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14857652.000000 Penalty: 3795.432373
	Iteration 52Q: 3 clusters Score -1.485765e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116919 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14857623.000000 Penalty: 3795.432373
	Iteration 53Q: 3 clusters Score -1.485762e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14857611.000000 Penalty: 3795.432373
	Iteration 54Q: 3 clusters Score -1.485761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14857622.000000 Penalty: 3795.432373
	Iteration 55Q: 3 clusters Score -1.485762e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117043 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14857594.000000 Penalty: 3795.432373
	Iteration 56Q: 3 clusters Score -1.485759e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117075 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -14857571.000000 Penalty: 3795.432373
	Iteration 57Q: 3 clusters Score -1.485757e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14857575.000000 Penalty: 3795.432373
	Iteration 58Q: 3 clusters Score -1.485758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14857560.000000 Penalty: 3795.432373
	Iteration 59Q: 3 clusters Score -1.485756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14857558.000000 Penalty: 3795.432373
	Iteration 60F: 3 clusters Score -1.485756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14857530.000000 Penalty: 3795.432373
	Iteration 61Q: 3 clusters Score -1.485753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14857505.000000 Penalty: 3795.432373
	Iteration 62Q: 3 clusters Score -1.48575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14857506.000000 Penalty: 3795.432373
	Iteration 63Q: 3 clusters Score -1.485751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14857498.000000 Penalty: 3795.432373
	Iteration 64Q: 3 clusters Score -1.48575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -14857520.000000 Penalty: 3795.432373
	Iteration 65Q: 3 clusters Score -1.485752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14857488.000000 Penalty: 3795.432373
	Iteration 66Q: 3 clusters Score -1.485749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117263 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14857476.000000 Penalty: 3795.432373
	Iteration 67Q: 3 clusters Score -1.485748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14857484.000000 Penalty: 3795.432373
	Iteration 68Q: 3 clusters Score -1.485748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14857476.000000 Penalty: 3795.432373
	Iteration 69Q: 3 clusters Score -1.485748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117310 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14857461.000000 Penalty: 3795.432373
	Iteration 70Q: 3 clusters Score -1.485746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14857450.000000 Penalty: 3795.432373
	Iteration 71Q: 3 clusters Score -1.485745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14857459.000000 Penalty: 3795.432373
	Iteration 72Q: 3 clusters Score -1.485746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117340 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14857461.000000 Penalty: 3795.432373
	Iteration 73Q: 3 clusters Score -1.485746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14857458.000000 Penalty: 3795.432373
	Iteration 74Q: 3 clusters Score -1.485746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14857443.000000 Penalty: 3795.432373
	Iteration 75Q: 3 clusters Score -1.485744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14857441.000000 Penalty: 3795.432373
	Iteration 76Q: 3 clusters Score -1.485744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14857438.000000 Penalty: 3795.432373
	Iteration 77Q: 3 clusters Score -1.485744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14857440.000000 Penalty: 3795.432373
	Iteration 78Q: 3 clusters Score -1.485744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117370 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14857435.000000 Penalty: 3795.432373
	Iteration 79Q: 3 clusters Score -1.485744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117377 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14857427.000000 Penalty: 3795.432373
	Iteration 80F: 3 clusters Score -1.485743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14857440.000000 Penalty: 3795.432373
	Iteration 81Q: 3 clusters Score -1.485744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117389 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14857463.000000 Penalty: 3795.432373
	Iteration 82Q: 3 clusters Score -1.485746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117392 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14857461.000000 Penalty: 3795.432373
	Iteration 83Q: 3 clusters Score -1.485746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14857463.000000 Penalty: 3795.432373
	Iteration 84Q: 3 clusters Score -1.485746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117402 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14857461.000000 Penalty: 3795.432373
	Iteration 85Q: 3 clusters Score -1.485746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14857454.000000 Penalty: 3795.432373
	Iteration 86Q: 3 clusters Score -1.485745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14857457.000000 Penalty: 3795.432373
	Iteration 87Q: 3 clusters Score -1.485746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117407 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14857458.000000 Penalty: 3795.432373
	Iteration 88Q: 3 clusters Score -1.485746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14857457.000000 Penalty: 3795.432373
	Iteration 89Q: 3 clusters Score -1.485746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14857459.000000 Penalty: 3795.432373
	Iteration 90Q: 3 clusters Score -1.485746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117409 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14857463.000000 Penalty: 3795.432373
	Iteration 91Q: 3 clusters Score -1.485746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117410 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14857456.000000 Penalty: 3795.432373
	Iteration 92Q: 3 clusters Score -1.485746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117410 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14857456.000000 Penalty: 3795.432373
	Iteration 93F: 3 clusters Score -1.485746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Entering Unmasked Estep 
Score: -6154988.500000 Penalty: 1753.843018
	Iteration 0F: 2 clusters Score -6154988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -6122572.500000 Penalty: 3507.686035
	Iteration 0F: 3 clusters Score -6122572 nChanged 22697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -6135536.000000 Penalty: 3507.686035
	Iteration 1F: 3 clusters Score -6135536 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -6136583.000000 Penalty: 3507.686035
	Iteration 2Q: 3 clusters Score -6136583 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -6138088.500000 Penalty: 3507.686035
	Iteration 3F: 3 clusters Score -6138088 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -6140358.000000 Penalty: 3507.686035
	Iteration 4F: 3 clusters Score -6140358 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6143621.000000 Penalty: 3507.686035
	Iteration 5F: 3 clusters Score -6143621 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -6147374.000000 Penalty: 3507.686035
	Iteration 6F: 3 clusters Score -6147374 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -6150553.000000 Penalty: 3507.686035
	Iteration 7F: 3 clusters Score -6150553 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -6152359.500000 Penalty: 3507.686035
	Iteration 8Q: 3 clusters Score -6152360 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -6153106.500000 Penalty: 3507.686035
	Iteration 9Q: 3 clusters Score -6153106 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -6153381.000000 Penalty: 3507.686035
	Iteration 10Q: 3 clusters Score -6153381 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -6153564.000000 Penalty: 3507.686035
	Iteration 11Q: 3 clusters Score -6153564 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -6153660.500000 Penalty: 3507.686035
	Iteration 12Q: 3 clusters Score -6153660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -6153710.000000 Penalty: 3507.686035
	Iteration 13Q: 3 clusters Score -6153710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -6153752.500000 Penalty: 3507.686035
	Iteration 14Q: 3 clusters Score -6153752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -6153763.000000 Penalty: 3507.686035
	Iteration 15Q: 3 clusters Score -6153763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -6153776.000000 Penalty: 3507.686035
	Iteration 16Q: 3 clusters Score -6153776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -6153772.500000 Penalty: 3507.686035
	Iteration 17Q: 3 clusters Score -6153772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -6153775.000000 Penalty: 3507.686035
	Iteration 18Q: 3 clusters Score -6153775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -6153780.500000 Penalty: 3507.686035
	Iteration 19Q: 3 clusters Score -6153780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -6153779.000000 Penalty: 3507.686035
	Iteration 20F: 3 clusters Score -6153779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Entering Unmasked Estep 
Score: -513862.218750 Penalty: 1358.321411
	Iteration 0F: 2 clusters Score -513862.2 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 2164 members 
Entering Unmasked Estep 
Score: -510315.437500 Penalty: 2716.642822
	Iteration 0F: 3 clusters Score -510315.4 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -511359.968750 Penalty: 2716.642822
	Iteration 1F: 3 clusters Score -511360 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -511729.312500 Penalty: 2716.642822
	Iteration 2F: 3 clusters Score -511729.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -512063.656250 Penalty: 2716.642822
	Iteration 3F: 3 clusters Score -512063.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -512370.968750 Penalty: 2716.642822
	Iteration 4F: 3 clusters Score -512371 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -512674.031250 Penalty: 2716.642822
	Iteration 5F: 3 clusters Score -512674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -512949.406250 Penalty: 2716.642822
	Iteration 6F: 3 clusters Score -512949.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -513161.000000 Penalty: 2716.642822
	Iteration 7Q: 3 clusters Score -513161 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -513356.687500 Penalty: 2716.642822
	Iteration 8Q: 3 clusters Score -513356.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -513476.031250 Penalty: 2716.642822
	Iteration 9Q: 3 clusters Score -513476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -513555.031250 Penalty: 2716.642822
	Iteration 10Q: 3 clusters Score -513555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -513618.968750 Penalty: 2716.642822
	Iteration 11Q: 3 clusters Score -513619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -513702.093750 Penalty: 2716.642822
	Iteration 12Q: 3 clusters Score -513702.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -513796.843750 Penalty: 2716.642822
	Iteration 13Q: 3 clusters Score -513796.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -513837.500000 Penalty: 2716.642822
	Iteration 14Q: 3 clusters Score -513837.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -513859.062500 Penalty: 2716.642822
	Iteration 15Q: 3 clusters Score -513859.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -513866.406250 Penalty: 2716.642822
	Iteration 16Q: 3 clusters Score -513866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -513868.000000 Penalty: 2716.642822
	Iteration 17Q: 3 clusters Score -513868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -513870.812500 Penalty: 2716.642822
	Iteration 18Q: 3 clusters Score -513870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -513871.312500 Penalty: 2716.642822
	Iteration 19Q: 3 clusters Score -513871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -513871.906250 Penalty: 2716.642822
	Iteration 20F: 3 clusters Score -513871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -513872.718750 Penalty: 2716.642822
	Iteration 21Q: 3 clusters Score -513872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -513873.218750 Penalty: 2716.642822
	Iteration 22Q: 3 clusters Score -513873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -513874.437500 Penalty: 2716.642822
	Iteration 23Q: 3 clusters Score -513874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -513875.906250 Penalty: 2716.642822
	Iteration 24Q: 3 clusters Score -513875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -513878.656250 Penalty: 2716.642822
	Iteration 25Q: 3 clusters Score -513878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -513878.812500 Penalty: 2716.642822
	Iteration 26Q: 3 clusters Score -513878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -513879.500000 Penalty: 2716.642822
	Iteration 27Q: 3 clusters Score -513879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -513879.500000 Penalty: 2716.642822
	Iteration 28F: 3 clusters Score -513879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 1166 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 3102 members 
Entering Unmasked Estep 
Score: -141714208.000000 Penalty: 83940.617188
Splitting cluster 22 changes total score from -141714976.000000 to -141714208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (114791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114791 members 
Entering Unmasked Estep 
Score: -14481516.000000 Penalty: 1893.266113
	Iteration 0F: 2 clusters Score -1.448152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -14408044.000000 Penalty: 3786.532227
	Iteration 0F: 3 clusters Score -1.440804e+07 nChanged 55106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -14440826.000000 Penalty: 3786.532227
	Iteration 1F: 3 clusters Score -1.444083e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -14443594.000000 Penalty: 3786.532227
	Iteration 2Q: 3 clusters Score -1.444359e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -14448159.000000 Penalty: 3786.532227
	Iteration 3F: 3 clusters Score -1.444816e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -14455288.000000 Penalty: 3786.532227
	Iteration 4F: 3 clusters Score -1.445529e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -14463123.000000 Penalty: 3786.532227
	Iteration 5F: 3 clusters Score -1.446312e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -14468550.000000 Penalty: 3786.532227
	Iteration 6F: 3 clusters Score -1.446855e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -14470260.000000 Penalty: 3786.532227
	Iteration 7Q: 3 clusters Score -1.447026e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -14470797.000000 Penalty: 3786.532227
	Iteration 8Q: 3 clusters Score -1.44708e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -14471125.000000 Penalty: 3786.532227
	Iteration 9Q: 3 clusters Score -1.447112e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -14471343.000000 Penalty: 3786.532227
	Iteration 10Q: 3 clusters Score -1.447134e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -14471531.000000 Penalty: 3786.532227
	Iteration 11Q: 3 clusters Score -1.447153e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -14471647.000000 Penalty: 3786.532227
	Iteration 12Q: 3 clusters Score -1.447165e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -14471802.000000 Penalty: 3786.532227
	Iteration 13Q: 3 clusters Score -1.44718e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -14471866.000000 Penalty: 3786.532227
	Iteration 14Q: 3 clusters Score -1.447187e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -14471991.000000 Penalty: 3786.532227
	Iteration 15Q: 3 clusters Score -1.447199e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -14472114.000000 Penalty: 3786.532227
	Iteration 16Q: 3 clusters Score -1.447211e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -14472207.000000 Penalty: 3786.532227
	Iteration 17Q: 3 clusters Score -1.447221e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -14472264.000000 Penalty: 3786.532227
	Iteration 18Q: 3 clusters Score -1.447226e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -14472302.000000 Penalty: 3786.532227
	Iteration 19Q: 3 clusters Score -1.44723e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -14472323.000000 Penalty: 3786.532227
	Iteration 20F: 3 clusters Score -1.447232e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -14472296.000000 Penalty: 3786.532227
	Iteration 21Q: 3 clusters Score -1.44723e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -14472357.000000 Penalty: 3786.532227
	Iteration 22Q: 3 clusters Score -1.447236e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -14472371.000000 Penalty: 3786.532227
	Iteration 23Q: 3 clusters Score -1.447237e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -14472441.000000 Penalty: 3786.532227
	Iteration 24Q: 3 clusters Score -1.447244e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -14472437.000000 Penalty: 3786.532227
	Iteration 25Q: 3 clusters Score -1.447244e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -14472445.000000 Penalty: 3786.532227
	Iteration 26Q: 3 clusters Score -1.447244e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -14472531.000000 Penalty: 3786.532227
	Iteration 27Q: 3 clusters Score -1.447253e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -14472556.000000 Penalty: 3786.532227
	Iteration 28Q: 3 clusters Score -1.447256e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -14472576.000000 Penalty: 3786.532227
	Iteration 29Q: 3 clusters Score -1.447258e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -14472598.000000 Penalty: 3786.532227
	Iteration 30Q: 3 clusters Score -1.44726e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -14472626.000000 Penalty: 3786.532227
	Iteration 31Q: 3 clusters Score -1.447263e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -14472595.000000 Penalty: 3786.532227
	Iteration 32Q: 3 clusters Score -1.44726e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -14472580.000000 Penalty: 3786.532227
	Iteration 33Q: 3 clusters Score -1.447258e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -14472570.000000 Penalty: 3786.532227
	Iteration 34Q: 3 clusters Score -1.447257e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -14472630.000000 Penalty: 3786.532227
	Iteration 35Q: 3 clusters Score -1.447263e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -14472611.000000 Penalty: 3786.532227
	Iteration 36Q: 3 clusters Score -1.447261e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -14472590.000000 Penalty: 3786.532227
	Iteration 37Q: 3 clusters Score -1.447259e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -14472603.000000 Penalty: 3786.532227
	Iteration 38Q: 3 clusters Score -1.44726e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -14472578.000000 Penalty: 3786.532227
	Iteration 39Q: 3 clusters Score -1.447258e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -14472592.000000 Penalty: 3786.532227
	Iteration 40F: 3 clusters Score -1.447259e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -14472564.000000 Penalty: 3786.532227
	Iteration 41Q: 3 clusters Score -1.447256e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -14472552.000000 Penalty: 3786.532227
	Iteration 42Q: 3 clusters Score -1.447255e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -14472555.000000 Penalty: 3786.532227
	Iteration 43Q: 3 clusters Score -1.447256e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -14472561.000000 Penalty: 3786.532227
	Iteration 44Q: 3 clusters Score -1.447256e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -14472589.000000 Penalty: 3786.532227
	Iteration 45Q: 3 clusters Score -1.447259e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -14472570.000000 Penalty: 3786.532227
	Iteration 46Q: 3 clusters Score -1.447257e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -14472546.000000 Penalty: 3786.532227
	Iteration 47Q: 3 clusters Score -1.447255e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -14472520.000000 Penalty: 3786.532227
	Iteration 48Q: 3 clusters Score -1.447252e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -14472503.000000 Penalty: 3786.532227
	Iteration 49Q: 3 clusters Score -1.44725e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -14472476.000000 Penalty: 3786.532227
	Iteration 50Q: 3 clusters Score -1.447248e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -14472408.000000 Penalty: 3786.532227
	Iteration 51Q: 3 clusters Score -1.447241e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -14472371.000000 Penalty: 3786.532227
	Iteration 52Q: 3 clusters Score -1.447237e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -14472376.000000 Penalty: 3786.532227
	Iteration 53Q: 3 clusters Score -1.447238e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -14472338.000000 Penalty: 3786.532227
	Iteration 54Q: 3 clusters Score -1.447234e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -14472335.000000 Penalty: 3786.532227
	Iteration 55Q: 3 clusters Score -1.447234e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -14472291.000000 Penalty: 3786.532227
	Iteration 56Q: 3 clusters Score -1.447229e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -14472233.000000 Penalty: 3786.532227
	Iteration 57Q: 3 clusters Score -1.447223e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -14472211.000000 Penalty: 3786.532227
	Iteration 58Q: 3 clusters Score -1.447221e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -14472268.000000 Penalty: 3786.532227
	Iteration 59Q: 3 clusters Score -1.447227e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -14472300.000000 Penalty: 3786.532227
	Iteration 60F: 3 clusters Score -1.44723e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -14472360.000000 Penalty: 3786.532227
	Iteration 61Q: 3 clusters Score -1.447236e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -14472336.000000 Penalty: 3786.532227
	Iteration 62Q: 3 clusters Score -1.447234e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -14472382.000000 Penalty: 3786.532227
	Iteration 63Q: 3 clusters Score -1.447238e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -14472332.000000 Penalty: 3786.532227
	Iteration 64Q: 3 clusters Score -1.447233e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -14472354.000000 Penalty: 3786.532227
	Iteration 65Q: 3 clusters Score -1.447235e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -14472448.000000 Penalty: 3786.532227
	Iteration 66Q: 3 clusters Score -1.447245e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -14472640.000000 Penalty: 3786.532227
	Iteration 67Q: 3 clusters Score -1.447264e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -14472731.000000 Penalty: 3786.532227
	Iteration 68Q: 3 clusters Score -1.447273e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -14472923.000000 Penalty: 3786.532227
	Iteration 69Q: 3 clusters Score -1.447292e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -14473204.000000 Penalty: 3786.532227
	Iteration 70Q: 3 clusters Score -1.44732e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -14473739.000000 Penalty: 3786.532227
	Iteration 71Q: 3 clusters Score -1.447374e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -14474324.000000 Penalty: 3786.532227
	Iteration 72Q: 3 clusters Score -1.447432e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -14474924.000000 Penalty: 3786.532227
	Iteration 73Q: 3 clusters Score -1.447492e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -14476008.000000 Penalty: 3786.532227
	Iteration 74Q: 3 clusters Score -1.447601e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -14476986.000000 Penalty: 3786.532227
	Iteration 75Q: 3 clusters Score -1.447699e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 103604 members 
Entering Unmasked Estep 
Score: -14477695.000000 Penalty: 3786.532227
	Iteration 76Q: 3 clusters Score -1.44777e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -14478327.000000 Penalty: 3786.532227
	Iteration 77Q: 3 clusters Score -1.447833e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 106350 members 
Entering Unmasked Estep 
Score: -14478736.000000 Penalty: 3786.532227
	Iteration 78Q: 3 clusters Score -1.447874e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -14478988.000000 Penalty: 3786.532227
	Iteration 79Q: 3 clusters Score -1.447899e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 108364 members 
Entering Unmasked Estep 
Score: -14479208.000000 Penalty: 3786.532227
	Iteration 80F: 3 clusters Score -1.447921e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -14479374.000000 Penalty: 3786.532227
	Iteration 81Q: 3 clusters Score -1.447937e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -14479556.000000 Penalty: 3786.532227
	Iteration 82Q: 3 clusters Score -1.447956e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -14479690.000000 Penalty: 3786.532227
	Iteration 83Q: 3 clusters Score -1.447969e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -14479818.000000 Penalty: 3786.532227
	Iteration 84Q: 3 clusters Score -1.447982e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -14479912.000000 Penalty: 3786.532227
	Iteration 85Q: 3 clusters Score -1.447991e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 111251 members 
Entering Unmasked Estep 
Score: -14480000.000000 Penalty: 3786.532227
	Iteration 86Q: 3 clusters Score -1.448e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 111473 members 
Entering Unmasked Estep 
Score: -14480030.000000 Penalty: 3786.532227
	Iteration 87Q: 3 clusters Score -1.448003e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 111684 members 
Entering Unmasked Estep 
Score: -14480101.000000 Penalty: 3786.532227
	Iteration 88Q: 3 clusters Score -1.44801e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -14480103.000000 Penalty: 3786.532227
	Iteration 89Q: 3 clusters Score -1.44801e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -14480139.000000 Penalty: 3786.532227
	Iteration 90Q: 3 clusters Score -1.448014e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -14480158.000000 Penalty: 3786.532227
	Iteration 91Q: 3 clusters Score -1.448016e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -14480172.000000 Penalty: 3786.532227
	Iteration 92Q: 3 clusters Score -1.448017e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 112343 members 
Entering Unmasked Estep 
Score: -14480178.000000 Penalty: 3786.532227
	Iteration 93Q: 3 clusters Score -1.448018e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -14480179.000000 Penalty: 3786.532227
	Iteration 94Q: 3 clusters Score -1.448018e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -14480184.000000 Penalty: 3786.532227
	Iteration 95Q: 3 clusters Score -1.448018e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 112550 members 
Entering Unmasked Estep 
Score: -14480197.000000 Penalty: 3786.532227
	Iteration 96Q: 3 clusters Score -1.44802e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -14480208.000000 Penalty: 3786.532227
	Iteration 97Q: 3 clusters Score -1.448021e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -14480239.000000 Penalty: 3786.532227
	Iteration 98Q: 3 clusters Score -1.448024e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -14480256.000000 Penalty: 3786.532227
	Iteration 99Q: 3 clusters Score -1.448026e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 112746 members 
Entering Unmasked Estep 
Score: -14480239.000000 Penalty: 3786.532227
	Iteration 100F: 3 clusters Score -1.448024e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -14480248.000000 Penalty: 3786.532227
	Iteration 101Q: 3 clusters Score -1.448025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -14480276.000000 Penalty: 3786.532227
	Iteration 102Q: 3 clusters Score -1.448028e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 112843 members 
Entering Unmasked Estep 
Score: -14480271.000000 Penalty: 3786.532227
	Iteration 103Q: 3 clusters Score -1.448027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -14480274.000000 Penalty: 3786.532227
	Iteration 104Q: 3 clusters Score -1.448027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -14480250.000000 Penalty: 3786.532227
	Iteration 105Q: 3 clusters Score -1.448025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 112908 members 
Entering Unmasked Estep 
Score: -14480247.000000 Penalty: 3786.532227
	Iteration 106Q: 3 clusters Score -1.448025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 112925 members 
Entering Unmasked Estep 
Score: -14480266.000000 Penalty: 3786.532227
	Iteration 107Q: 3 clusters Score -1.448027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 112943 members 
Entering Unmasked Estep 
Score: -14480257.000000 Penalty: 3786.532227
	Iteration 108Q: 3 clusters Score -1.448026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -14480241.000000 Penalty: 3786.532227
	Iteration 109Q: 3 clusters Score -1.448024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -14480247.000000 Penalty: 3786.532227
	Iteration 110Q: 3 clusters Score -1.448025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -14480241.000000 Penalty: 3786.532227
	Iteration 111Q: 3 clusters Score -1.448024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -14480246.000000 Penalty: 3786.532227
	Iteration 112Q: 3 clusters Score -1.448025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 112994 members 
Entering Unmasked Estep 
Score: -14480254.000000 Penalty: 3786.532227
	Iteration 113Q: 3 clusters Score -1.448025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -14480253.000000 Penalty: 3786.532227
	Iteration 114Q: 3 clusters Score -1.448025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -14480241.000000 Penalty: 3786.532227
	Iteration 115Q: 3 clusters Score -1.448024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -14480247.000000 Penalty: 3786.532227
	Iteration 116Q: 3 clusters Score -1.448025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -14480252.000000 Penalty: 3786.532227
	Iteration 117Q: 3 clusters Score -1.448025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -14480260.000000 Penalty: 3786.532227
	Iteration 118Q: 3 clusters Score -1.448026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -14480263.000000 Penalty: 3786.532227
	Iteration 119Q: 3 clusters Score -1.448026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -14480242.000000 Penalty: 3786.532227
	Iteration 120F: 3 clusters Score -1.448024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 113088 members 
Entering Unmasked Estep 
Score: -14480248.000000 Penalty: 3786.532227
	Iteration 121Q: 3 clusters Score -1.448025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 113106 members 
Entering Unmasked Estep 
Score: -14480237.000000 Penalty: 3786.532227
	Iteration 122Q: 3 clusters Score -1.448024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 113121 members 
Entering Unmasked Estep 
Score: -14480233.000000 Penalty: 3786.532227
	Iteration 123Q: 3 clusters Score -1.448023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 113132 members 
Entering Unmasked Estep 
Score: -14480242.000000 Penalty: 3786.532227
	Iteration 124Q: 3 clusters Score -1.448024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -14480229.000000 Penalty: 3786.532227
	Iteration 125Q: 3 clusters Score -1.448023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -14480222.000000 Penalty: 3786.532227
	Iteration 126Q: 3 clusters Score -1.448022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 113182 members 
Entering Unmasked Estep 
Score: -14480256.000000 Penalty: 3786.532227
	Iteration 127Q: 3 clusters Score -1.448026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -14480248.000000 Penalty: 3786.532227
	Iteration 128Q: 3 clusters Score -1.448025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 113219 members 
Entering Unmasked Estep 
Score: -14480257.000000 Penalty: 3786.532227
	Iteration 129Q: 3 clusters Score -1.448026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -14480260.000000 Penalty: 3786.532227
	Iteration 130Q: 3 clusters Score -1.448026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 113235 members 
Entering Unmasked Estep 
Score: -14480258.000000 Penalty: 3786.532227
	Iteration 131Q: 3 clusters Score -1.448026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -14480263.000000 Penalty: 3786.532227
	Iteration 132Q: 3 clusters Score -1.448026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -14480261.000000 Penalty: 3786.532227
	Iteration 133Q: 3 clusters Score -1.448026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -14480261.000000 Penalty: 3786.532227
	Iteration 134Q: 3 clusters Score -1.448026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -14480266.000000 Penalty: 3786.532227
	Iteration 135Q: 3 clusters Score -1.448027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 113263 members 
Entering Unmasked Estep 
Score: -14480280.000000 Penalty: 3786.532227
	Iteration 136Q: 3 clusters Score -1.448028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -14480281.000000 Penalty: 3786.532227
	Iteration 137Q: 3 clusters Score -1.448028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -14480287.000000 Penalty: 3786.532227
	Iteration 138Q: 3 clusters Score -1.448029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -14480287.000000 Penalty: 3786.532227
	Iteration 139F: 3 clusters Score -1.448029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -202665.437500 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -202665.4 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 844 members 
Entering Unmasked Estep 
Score: -200788.453125 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -200788.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -201255.203125 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -201255.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201400.296875 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -201400.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -201493.421875 Penalty: 2418.429199
	Iteration 3F: 3 clusters Score -201493.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -201555.546875 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -201555.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201601.359375 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -201601.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -201639.062500 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -201639.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -201666.890625 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -201666.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -201691.046875 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -201691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -201709.500000 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -201709.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -201725.140625 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -201725.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -201763.859375 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -201763.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -201793.437500 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -201793.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -201816.734375 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -201816.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -201838.640625 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -201838.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -201850.250000 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -201850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -201854.828125 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -201854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -201859.015625 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -201859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -201860.515625 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -201860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -201861.625000 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -201861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -201863.656250 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -201863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -201865.718750 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -201865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -201866.218750 Penalty: 2418.429199
	Iteration 22Q: 3 clusters Score -201866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -201867.031250 Penalty: 2418.429199
	Iteration 23Q: 3 clusters Score -201867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -201868.062500 Penalty: 2418.429199
	Iteration 24Q: 3 clusters Score -201868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -201868.671875 Penalty: 2418.429199
	Iteration 25Q: 3 clusters Score -201868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -201868.671875 Penalty: 2418.429199
	Iteration 26F: 3 clusters Score -201868.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -100242.140625 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -100242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98877.289062 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -98877.29 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99368.968750 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -99368.97 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99694.359375 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -99694.36 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99915.914062 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -99915.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -100049.734375 Penalty: 2239.447998
	Iteration 4F: 3 clusters Score -100049.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100102.835938 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -100102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100133.578125 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -100133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100165.273438 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -100165.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -100185.781250 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -100185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100219.125000 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -100219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100239.562500 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -100239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100253.945312 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -100253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100262.257812 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -100262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100267.789062 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -100267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100277.281250 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -100277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100283.195312 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -100283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100287.578125 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -100287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100292.296875 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -100292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100297.507812 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -100297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100299.226562 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -100299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100299.546875 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -100299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 481 members 
Entering Unmasked Estep 
Score: -141713504.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141714976.000000 to -141713504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -60311.003906 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -60311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59212.089844 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -59212.09 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59688.339844 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -59688.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59911.414062 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -59911.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60023.101562 Penalty: 2108.497314
	Iteration 3F: 3 clusters Score -60023.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60087.406250 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -60087.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60136.500000 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -60136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60186.769531 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -60186.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60209.757812 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -60209.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60247.171875 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -60247.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60256.406250 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -60256.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60259.656250 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -60259.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60263.621094 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -60263.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60266.160156 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -60266.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60266.160156 Penalty: 2108.497314
	Iteration 13F: 3 clusters Score -60266.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Entering Unmasked Estep 
Score: -751315.375000 Penalty: 1416.782715
	Iteration 0F: 2 clusters Score -751315.4 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 3104 members 
Entering Unmasked Estep 
Score: -746702.437500 Penalty: 2833.565430
	Iteration 0F: 3 clusters Score -746702.4 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -748042.000000 Penalty: 2833.565430
	Iteration 1F: 3 clusters Score -748042 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -748273.125000 Penalty: 2833.565430
	Iteration 2F: 3 clusters Score -748273.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -748440.750000 Penalty: 2833.565430
	Iteration 3F: 3 clusters Score -748440.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -748590.437500 Penalty: 2833.565430
	Iteration 4Q: 3 clusters Score -748590.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -748727.375000 Penalty: 2833.565430
	Iteration 5Q: 3 clusters Score -748727.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -748858.500000 Penalty: 2833.565430
	Iteration 6Q: 3 clusters Score -748858.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -749007.125000 Penalty: 2833.565430
	Iteration 7Q: 3 clusters Score -749007.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -749150.625000 Penalty: 2833.565430
	Iteration 8Q: 3 clusters Score -749150.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -749278.375000 Penalty: 2833.565430
	Iteration 9Q: 3 clusters Score -749278.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -749408.437500 Penalty: 2833.565430
	Iteration 10Q: 3 clusters Score -749408.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -749539.437500 Penalty: 2833.565430
	Iteration 11Q: 3 clusters Score -749539.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -749649.625000 Penalty: 2833.565430
	Iteration 12Q: 3 clusters Score -749649.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -749746.375000 Penalty: 2833.565430
	Iteration 13Q: 3 clusters Score -749746.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -749835.312500 Penalty: 2833.565430
	Iteration 14Q: 3 clusters Score -749835.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -749907.375000 Penalty: 2833.565430
	Iteration 15Q: 3 clusters Score -749907.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -749964.500000 Penalty: 2833.565430
	Iteration 16Q: 3 clusters Score -749964.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -750008.375000 Penalty: 2833.565430
	Iteration 17Q: 3 clusters Score -750008.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -750038.562500 Penalty: 2833.565430
	Iteration 18Q: 3 clusters Score -750038.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -750056.875000 Penalty: 2833.565430
	Iteration 19Q: 3 clusters Score -750056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -750067.562500 Penalty: 2833.565430
	Iteration 20F: 3 clusters Score -750067.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -750082.000000 Penalty: 2833.565430
	Iteration 21Q: 3 clusters Score -750082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -750091.375000 Penalty: 2833.565430
	Iteration 22Q: 3 clusters Score -750091.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -750101.875000 Penalty: 2833.565430
	Iteration 23Q: 3 clusters Score -750101.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -750112.062500 Penalty: 2833.565430
	Iteration 24Q: 3 clusters Score -750112.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -750123.250000 Penalty: 2833.565430
	Iteration 25Q: 3 clusters Score -750123.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -750132.750000 Penalty: 2833.565430
	Iteration 26Q: 3 clusters Score -750132.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -750139.250000 Penalty: 2833.565430
	Iteration 27Q: 3 clusters Score -750139.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -750143.812500 Penalty: 2833.565430
	Iteration 28Q: 3 clusters Score -750143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -750147.000000 Penalty: 2833.565430
	Iteration 29Q: 3 clusters Score -750147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -750151.687500 Penalty: 2833.565430
	Iteration 30Q: 3 clusters Score -750151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -750156.437500 Penalty: 2833.565430
	Iteration 31Q: 3 clusters Score -750156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -750161.000000 Penalty: 2833.565430
	Iteration 32Q: 3 clusters Score -750161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -750162.625000 Penalty: 2833.565430
	Iteration 33Q: 3 clusters Score -750162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -750164.125000 Penalty: 2833.565430
	Iteration 34Q: 3 clusters Score -750164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -750166.250000 Penalty: 2833.565430
	Iteration 35Q: 3 clusters Score -750166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -750168.250000 Penalty: 2833.565430
	Iteration 36Q: 3 clusters Score -750168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -750170.937500 Penalty: 2833.565430
	Iteration 37Q: 3 clusters Score -750170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -750174.000000 Penalty: 2833.565430
	Iteration 38Q: 3 clusters Score -750174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -750178.062500 Penalty: 2833.565430
	Iteration 39Q: 3 clusters Score -750178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -750183.250000 Penalty: 2833.565430
	Iteration 40F: 3 clusters Score -750183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -750186.187500 Penalty: 2833.565430
	Iteration 41Q: 3 clusters Score -750186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -750189.562500 Penalty: 2833.565430
	Iteration 42Q: 3 clusters Score -750189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -750191.812500 Penalty: 2833.565430
	Iteration 43Q: 3 clusters Score -750191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -750194.312500 Penalty: 2833.565430
	Iteration 44Q: 3 clusters Score -750194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -750194.187500 Penalty: 2833.565430
	Iteration 45Q: 3 clusters Score -750194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -750196.500000 Penalty: 2833.565430
	Iteration 46Q: 3 clusters Score -750196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -750200.812500 Penalty: 2833.565430
	Iteration 47Q: 3 clusters Score -750200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -750204.375000 Penalty: 2833.565430
	Iteration 48Q: 3 clusters Score -750204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -750208.000000 Penalty: 2833.565430
	Iteration 49Q: 3 clusters Score -750208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -750208.875000 Penalty: 2833.565430
	Iteration 50Q: 3 clusters Score -750208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -750209.250000 Penalty: 2833.565430
	Iteration 51Q: 3 clusters Score -750209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -750209.187500 Penalty: 2833.565430
	Iteration 52Q: 3 clusters Score -750209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -750209.187500 Penalty: 2833.565430
	Iteration 53F: 3 clusters Score -750209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -377876.750000 Penalty: 1298.138184
	Iteration 0F: 2 clusters Score -377876.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -375212.218750 Penalty: 2596.276367
	Iteration 0F: 3 clusters Score -375212.2 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -375785.250000 Penalty: 2596.276367
	Iteration 1F: 3 clusters Score -375785.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -375890.375000 Penalty: 2596.276367
	Iteration 2F: 3 clusters Score -375890.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -375951.031250 Penalty: 2596.276367
	Iteration 3Q: 3 clusters Score -375951 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -375999.906250 Penalty: 2596.276367
	Iteration 4Q: 3 clusters Score -375999.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -376031.000000 Penalty: 2596.276367
	Iteration 5Q: 3 clusters Score -376031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376058.000000 Penalty: 2596.276367
	Iteration 6Q: 3 clusters Score -376058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -376081.437500 Penalty: 2596.276367
	Iteration 7Q: 3 clusters Score -376081.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -376098.187500 Penalty: 2596.276367
	Iteration 8Q: 3 clusters Score -376098.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -376111.906250 Penalty: 2596.276367
	Iteration 9Q: 3 clusters Score -376111.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -376122.937500 Penalty: 2596.276367
	Iteration 10Q: 3 clusters Score -376122.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -376128.562500 Penalty: 2596.276367
	Iteration 11Q: 3 clusters Score -376128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -376133.593750 Penalty: 2596.276367
	Iteration 12Q: 3 clusters Score -376133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -376139.687500 Penalty: 2596.276367
	Iteration 13Q: 3 clusters Score -376139.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -376146.375000 Penalty: 2596.276367
	Iteration 14Q: 3 clusters Score -376146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -376153.812500 Penalty: 2596.276367
	Iteration 15Q: 3 clusters Score -376153.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -376161.437500 Penalty: 2596.276367
	Iteration 16Q: 3 clusters Score -376161.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -376169.406250 Penalty: 2596.276367
	Iteration 17Q: 3 clusters Score -376169.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -376178.000000 Penalty: 2596.276367
	Iteration 18Q: 3 clusters Score -376178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -376184.781250 Penalty: 2596.276367
	Iteration 19Q: 3 clusters Score -376184.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -376188.500000 Penalty: 2596.276367
	Iteration 20F: 3 clusters Score -376188.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -376195.281250 Penalty: 2596.276367
	Iteration 21Q: 3 clusters Score -376195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -376202.000000 Penalty: 2596.276367
	Iteration 22Q: 3 clusters Score -376202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -376208.406250 Penalty: 2596.276367
	Iteration 23Q: 3 clusters Score -376208.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -376211.687500 Penalty: 2596.276367
	Iteration 24Q: 3 clusters Score -376211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -376216.031250 Penalty: 2596.276367
	Iteration 25Q: 3 clusters Score -376216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -376218.812500 Penalty: 2596.276367
	Iteration 26Q: 3 clusters Score -376218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -376222.968750 Penalty: 2596.276367
	Iteration 27Q: 3 clusters Score -376223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376226.937500 Penalty: 2596.276367
	Iteration 28Q: 3 clusters Score -376226.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -376231.218750 Penalty: 2596.276367
	Iteration 29Q: 3 clusters Score -376231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376234.156250 Penalty: 2596.276367
	Iteration 30Q: 3 clusters Score -376234.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376237.156250 Penalty: 2596.276367
	Iteration 31Q: 3 clusters Score -376237.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -376242.531250 Penalty: 2596.276367
	Iteration 32Q: 3 clusters Score -376242.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -376247.812500 Penalty: 2596.276367
	Iteration 33Q: 3 clusters Score -376247.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -376258.968750 Penalty: 2596.276367
	Iteration 34Q: 3 clusters Score -376259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -376270.031250 Penalty: 2596.276367
	Iteration 35Q: 3 clusters Score -376270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -376274.343750 Penalty: 2596.276367
	Iteration 36Q: 3 clusters Score -376274.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -376282.218750 Penalty: 2596.276367
	Iteration 37Q: 3 clusters Score -376282.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -376289.562500 Penalty: 2596.276367
	Iteration 38Q: 3 clusters Score -376289.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -376297.218750 Penalty: 2596.276367
	Iteration 39Q: 3 clusters Score -376297.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -376305.531250 Penalty: 2596.276367
	Iteration 40F: 3 clusters Score -376305.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -376315.343750 Penalty: 2596.276367
	Iteration 41Q: 3 clusters Score -376315.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -376321.906250 Penalty: 2596.276367
	Iteration 42Q: 3 clusters Score -376321.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -376326.781250 Penalty: 2596.276367
	Iteration 43Q: 3 clusters Score -376326.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -376333.625000 Penalty: 2596.276367
	Iteration 44Q: 3 clusters Score -376333.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -376338.375000 Penalty: 2596.276367
	Iteration 45Q: 3 clusters Score -376338.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -376344.593750 Penalty: 2596.276367
	Iteration 46Q: 3 clusters Score -376344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -376347.218750 Penalty: 2596.276367
	Iteration 47Q: 3 clusters Score -376347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -376350.906250 Penalty: 2596.276367
	Iteration 48Q: 3 clusters Score -376350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -376352.625000 Penalty: 2596.276367
	Iteration 49Q: 3 clusters Score -376352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -376356.187500 Penalty: 2596.276367
	Iteration 50Q: 3 clusters Score -376356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -376356.968750 Penalty: 2596.276367
	Iteration 51Q: 3 clusters Score -376357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -376358.656250 Penalty: 2596.276367
	Iteration 52Q: 3 clusters Score -376358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -376360.062500 Penalty: 2596.276367
	Iteration 53Q: 3 clusters Score -376360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -376361.687500 Penalty: 2596.276367
	Iteration 54Q: 3 clusters Score -376361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -376363.187500 Penalty: 2596.276367
	Iteration 55Q: 3 clusters Score -376363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -376364.187500 Penalty: 2596.276367
	Iteration 56Q: 3 clusters Score -376364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -376365.093750 Penalty: 2596.276367
	Iteration 57Q: 3 clusters Score -376365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -376366.718750 Penalty: 2596.276367
	Iteration 58Q: 3 clusters Score -376366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -376370.093750 Penalty: 2596.276367
	Iteration 59Q: 3 clusters Score -376370.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -376375.218750 Penalty: 2596.276367
	Iteration 60F: 3 clusters Score -376375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -376376.937500 Penalty: 2596.276367
	Iteration 61Q: 3 clusters Score -376376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -376381.968750 Penalty: 2596.276367
	Iteration 62Q: 3 clusters Score -376382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -376386.187500 Penalty: 2596.276367
	Iteration 63Q: 3 clusters Score -376386.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -376389.937500 Penalty: 2596.276367
	Iteration 64Q: 3 clusters Score -376389.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -376395.531250 Penalty: 2596.276367
	Iteration 65Q: 3 clusters Score -376395.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -376398.000000 Penalty: 2596.276367
	Iteration 66Q: 3 clusters Score -376398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -376402.875000 Penalty: 2596.276367
	Iteration 67Q: 3 clusters Score -376402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -376405.656250 Penalty: 2596.276367
	Iteration 68Q: 3 clusters Score -376405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -376408.625000 Penalty: 2596.276367
	Iteration 69Q: 3 clusters Score -376408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -376412.593750 Penalty: 2596.276367
	Iteration 70Q: 3 clusters Score -376412.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -376417.437500 Penalty: 2596.276367
	Iteration 71Q: 3 clusters Score -376417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -376427.406250 Penalty: 2596.276367
	Iteration 72Q: 3 clusters Score -376427.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -376433.406250 Penalty: 2596.276367
	Iteration 73Q: 3 clusters Score -376433.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -376443.468750 Penalty: 2596.276367
	Iteration 74Q: 3 clusters Score -376443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -376455.000000 Penalty: 2596.276367
	Iteration 75Q: 3 clusters Score -376455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -376460.968750 Penalty: 2596.276367
	Iteration 76Q: 3 clusters Score -376461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -376465.750000 Penalty: 2596.276367
	Iteration 77Q: 3 clusters Score -376465.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -376469.062500 Penalty: 2596.276367
	Iteration 78Q: 3 clusters Score -376469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -376468.812500 Penalty: 2596.276367
	Iteration 79Q: 3 clusters Score -376468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -376470.468750 Penalty: 2596.276367
	Iteration 80F: 3 clusters Score -376470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -376473.750000 Penalty: 2596.276367
	Iteration 81Q: 3 clusters Score -376473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -376475.312500 Penalty: 2596.276367
	Iteration 82Q: 3 clusters Score -376475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -376476.250000 Penalty: 2596.276367
	Iteration 83Q: 3 clusters Score -376476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -376476.812500 Penalty: 2596.276367
	Iteration 84Q: 3 clusters Score -376476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -376477.718750 Penalty: 2596.276367
	Iteration 85Q: 3 clusters Score -376477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -376479.187500 Penalty: 2596.276367
	Iteration 86Q: 3 clusters Score -376479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -376481.812500 Penalty: 2596.276367
	Iteration 87Q: 3 clusters Score -376481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -376483.781250 Penalty: 2596.276367
	Iteration 88Q: 3 clusters Score -376483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -376484.375000 Penalty: 2596.276367
	Iteration 89Q: 3 clusters Score -376484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -376486.437500 Penalty: 2596.276367
	Iteration 90Q: 3 clusters Score -376486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -376488.656250 Penalty: 2596.276367
	Iteration 91Q: 3 clusters Score -376488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -376491.062500 Penalty: 2596.276367
	Iteration 92Q: 3 clusters Score -376491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -376492.562500 Penalty: 2596.276367
	Iteration 93Q: 3 clusters Score -376492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -376494.125000 Penalty: 2596.276367
	Iteration 94Q: 3 clusters Score -376494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -376494.312500 Penalty: 2596.276367
	Iteration 95Q: 3 clusters Score -376494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -376494.062500 Penalty: 2596.276367
	Iteration 96Q: 3 clusters Score -376494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -376494.312500 Penalty: 2596.276367
	Iteration 97Q: 3 clusters Score -376494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -376495.187500 Penalty: 2596.276367
	Iteration 98Q: 3 clusters Score -376495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -376496.000000 Penalty: 2596.276367
	Iteration 99Q: 3 clusters Score -376496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -376496.968750 Penalty: 2596.276367
	Iteration 100F: 3 clusters Score -376497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -376498.343750 Penalty: 2596.276367
	Iteration 101Q: 3 clusters Score -376498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -376498.343750 Penalty: 2596.276367
	Iteration 102F: 3 clusters Score -376498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -21666.720703 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -21666.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21075.945312 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -21075.95 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21612.013672 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -21612.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21839.699219 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -21839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21998.041016 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -21998.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22027.912109 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -22027.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22094.535156 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -22094.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22103.285156 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -22103.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22107.765625 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -22107.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22107.765625 Penalty: 1885.688477
	Iteration 8F: 3 clusters Score -22107.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 101 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
Score: -141714032.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141714976.000000 to -141714032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (13684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Entering Unmasked Estep 
Score: -1688779.250000 Penalty: 1547.647217
	Iteration 0F: 2 clusters Score -1688779 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 6783 members 
Entering Unmasked Estep 
Score: -1679338.750000 Penalty: 3095.294434
	Iteration 0F: 3 clusters Score -1679339 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1682568.375000 Penalty: 3095.294434
	Iteration 1F: 3 clusters Score -1682568 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1682831.000000 Penalty: 3095.294434
	Iteration 2F: 3 clusters Score -1682831 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1683039.625000 Penalty: 3095.294434
	Iteration 3Q: 3 clusters Score -1683040 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1683237.000000 Penalty: 3095.294434
	Iteration 4Q: 3 clusters Score -1683237 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1683481.000000 Penalty: 3095.294434
	Iteration 5Q: 3 clusters Score -1683481 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1683779.375000 Penalty: 3095.294434
	Iteration 6Q: 3 clusters Score -1683779 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1684193.250000 Penalty: 3095.294434
	Iteration 7F: 3 clusters Score -1684193 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1684741.625000 Penalty: 3095.294434
	Iteration 8F: 3 clusters Score -1684742 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1685434.500000 Penalty: 3095.294434
	Iteration 9F: 3 clusters Score -1685434 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1686098.625000 Penalty: 3095.294434
	Iteration 10F: 3 clusters Score -1686099 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1686675.375000 Penalty: 3095.294434
	Iteration 11Q: 3 clusters Score -1686675 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1687043.375000 Penalty: 3095.294434
	Iteration 12Q: 3 clusters Score -1687043 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1687260.875000 Penalty: 3095.294434
	Iteration 13Q: 3 clusters Score -1687261 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1687418.500000 Penalty: 3095.294434
	Iteration 14Q: 3 clusters Score -1687418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1687516.625000 Penalty: 3095.294434
	Iteration 15Q: 3 clusters Score -1687517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1687564.250000 Penalty: 3095.294434
	Iteration 16Q: 3 clusters Score -1687564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1687594.125000 Penalty: 3095.294434
	Iteration 17Q: 3 clusters Score -1687594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1687613.625000 Penalty: 3095.294434
	Iteration 18Q: 3 clusters Score -1687614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1687628.500000 Penalty: 3095.294434
	Iteration 19Q: 3 clusters Score -1687628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1687631.500000 Penalty: 3095.294434
	Iteration 20F: 3 clusters Score -1687632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1687641.375000 Penalty: 3095.294434
	Iteration 21Q: 3 clusters Score -1687641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1687643.750000 Penalty: 3095.294434
	Iteration 22Q: 3 clusters Score -1687644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1687649.750000 Penalty: 3095.294434
	Iteration 23Q: 3 clusters Score -1687650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1687653.250000 Penalty: 3095.294434
	Iteration 24Q: 3 clusters Score -1687653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1687655.750000 Penalty: 3095.294434
	Iteration 25Q: 3 clusters Score -1687656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1687655.875000 Penalty: 3095.294434
	Iteration 26Q: 3 clusters Score -1687656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1687659.750000 Penalty: 3095.294434
	Iteration 27Q: 3 clusters Score -1687660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1687659.500000 Penalty: 3095.294434
	Iteration 28Q: 3 clusters Score -1687660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1687659.500000 Penalty: 3095.294434
	Iteration 29Q: 3 clusters Score -1687660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1687661.875000 Penalty: 3095.294434
	Iteration 30Q: 3 clusters Score -1687662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1687664.375000 Penalty: 3095.294434
	Iteration 31Q: 3 clusters Score -1687664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1687663.375000 Penalty: 3095.294434
	Iteration 32Q: 3 clusters Score -1687663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1687667.750000 Penalty: 3095.294434
	Iteration 33Q: 3 clusters Score -1687668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1687667.750000 Penalty: 3095.294434
	Iteration 34F: 3 clusters Score -1687668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (51426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Entering Unmasked Estep 
Score: -6283551.500000 Penalty: 1762.783691
	Iteration 0F: 2 clusters Score -6283552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -6249303.500000 Penalty: 3525.567383
	Iteration 0F: 3 clusters Score -6249304 nChanged 24133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -6263543.000000 Penalty: 3525.567383
	Iteration 1F: 3 clusters Score -6263543 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6264765.000000 Penalty: 3525.567383
	Iteration 2F: 3 clusters Score -6264765 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -6266341.500000 Penalty: 3525.567383
	Iteration 3F: 3 clusters Score -6266342 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6268458.500000 Penalty: 3525.567383
	Iteration 4F: 3 clusters Score -6268458 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -6271044.000000 Penalty: 3525.567383
	Iteration 5F: 3 clusters Score -6271044 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -6273808.500000 Penalty: 3525.567383
	Iteration 6F: 3 clusters Score -6273808 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -6276346.500000 Penalty: 3525.567383
	Iteration 7F: 3 clusters Score -6276346 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -6278477.000000 Penalty: 3525.567383
	Iteration 8Q: 3 clusters Score -6278477 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -6279971.500000 Penalty: 3525.567383
	Iteration 9Q: 3 clusters Score -6279972 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -6280857.000000 Penalty: 3525.567383
	Iteration 10Q: 3 clusters Score -6280857 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -6281364.500000 Penalty: 3525.567383
	Iteration 11Q: 3 clusters Score -6281364 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -6281636.500000 Penalty: 3525.567383
	Iteration 12Q: 3 clusters Score -6281636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -6281781.000000 Penalty: 3525.567383
	Iteration 13Q: 3 clusters Score -6281781 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6281852.500000 Penalty: 3525.567383
	Iteration 14Q: 3 clusters Score -6281852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -6281910.000000 Penalty: 3525.567383
	Iteration 15Q: 3 clusters Score -6281910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -6281959.000000 Penalty: 3525.567383
	Iteration 16Q: 3 clusters Score -6281959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -6281988.000000 Penalty: 3525.567383
	Iteration 17Q: 3 clusters Score -6281988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -6282001.500000 Penalty: 3525.567383
	Iteration 18Q: 3 clusters Score -6282002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6282027.000000 Penalty: 3525.567383
	Iteration 19Q: 3 clusters Score -6282027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6282044.000000 Penalty: 3525.567383
	Iteration 20F: 3 clusters Score -6282044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6282060.500000 Penalty: 3525.567383
	Iteration 21Q: 3 clusters Score -6282060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -6282064.000000 Penalty: 3525.567383
	Iteration 22Q: 3 clusters Score -6282064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6282081.500000 Penalty: 3525.567383
	Iteration 23Q: 3 clusters Score -6282082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6282078.500000 Penalty: 3525.567383
	Iteration 24Q: 3 clusters Score -6282078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6282079.000000 Penalty: 3525.567383
	Iteration 25Q: 3 clusters Score -6282079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6282085.500000 Penalty: 3525.567383
	Iteration 26Q: 3 clusters Score -6282086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -6282089.500000 Penalty: 3525.567383
	Iteration 27Q: 3 clusters Score -6282090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6282088.500000 Penalty: 3525.567383
	Iteration 28Q: 3 clusters Score -6282088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6282091.500000 Penalty: 3525.567383
	Iteration 29Q: 3 clusters Score -6282092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6282090.000000 Penalty: 3525.567383
	Iteration 30Q: 3 clusters Score -6282090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6282088.000000 Penalty: 3525.567383
	Iteration 31Q: 3 clusters Score -6282088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6282090.000000 Penalty: 3525.567383
	Iteration 32Q: 3 clusters Score -6282090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6282092.500000 Penalty: 3525.567383
	Iteration 33Q: 3 clusters Score -6282092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6282091.000000 Penalty: 3525.567383
	Iteration 34Q: 3 clusters Score -6282091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6282091.500000 Penalty: 3525.567383
	Iteration 35Q: 3 clusters Score -6282092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6282091.000000 Penalty: 3525.567383
	Iteration 36Q: 3 clusters Score -6282091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6282089.500000 Penalty: 3525.567383
	Iteration 37Q: 3 clusters Score -6282090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6282094.000000 Penalty: 3525.567383
	Iteration 38Q: 3 clusters Score -6282094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6282091.500000 Penalty: 3525.567383
	Iteration 39Q: 3 clusters Score -6282092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -6282096.500000 Penalty: 3525.567383
	Iteration 40F: 3 clusters Score -6282096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6282093.500000 Penalty: 3525.567383
	Iteration 41Q: 3 clusters Score -6282094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6282093.500000 Penalty: 3525.567383
	Iteration 42F: 3 clusters Score -6282094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -48257.578125 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -48257.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47242.710938 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -47242.71 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47782.500000 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -47782.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48210.890625 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -48210.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48430.886719 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -48430.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48509.558594 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -48509.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48523.816406 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -48523.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48579.769531 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -48579.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48655.121094 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -48655.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48681.699219 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -48681.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48751.445312 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -48751.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48820.523438 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -48820.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48991.574219 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -48991.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49090.277344 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -49090.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49205.964844 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -49205.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49205.964844 Penalty: 2029.354248
	Iteration 14F: 3 clusters Score -49205.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 196 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 319 members 
Entering Unmasked Estep 
Score: -141714672.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141714976.000000 to -141714672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -274172.156250 Penalty: 1263.618774
	Iteration 0F: 2 clusters Score -274172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -271880.062500 Penalty: 2527.237549
	Iteration 0F: 3 clusters Score -271880.1 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -272534.593750 Penalty: 2527.237549
	Iteration 1F: 3 clusters Score -272534.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -272724.031250 Penalty: 2527.237549
	Iteration 2F: 3 clusters Score -272724 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -272853.968750 Penalty: 2527.237549
	Iteration 3F: 3 clusters Score -272854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -272938.937500 Penalty: 2527.237549
	Iteration 4Q: 3 clusters Score -272938.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -272992.531250 Penalty: 2527.237549
	Iteration 5Q: 3 clusters Score -272992.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -273049.625000 Penalty: 2527.237549
	Iteration 6Q: 3 clusters Score -273049.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -273105.250000 Penalty: 2527.237549
	Iteration 7Q: 3 clusters Score -273105.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -273151.812500 Penalty: 2527.237549
	Iteration 8Q: 3 clusters Score -273151.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -273180.843750 Penalty: 2527.237549
	Iteration 9Q: 3 clusters Score -273180.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -273201.781250 Penalty: 2527.237549
	Iteration 10Q: 3 clusters Score -273201.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -273219.156250 Penalty: 2527.237549
	Iteration 11Q: 3 clusters Score -273219.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -273231.187500 Penalty: 2527.237549
	Iteration 12Q: 3 clusters Score -273231.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -273240.156250 Penalty: 2527.237549
	Iteration 13Q: 3 clusters Score -273240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -273247.500000 Penalty: 2527.237549
	Iteration 14Q: 3 clusters Score -273247.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -273254.281250 Penalty: 2527.237549
	Iteration 15Q: 3 clusters Score -273254.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -273259.000000 Penalty: 2527.237549
	Iteration 16Q: 3 clusters Score -273259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -273261.875000 Penalty: 2527.237549
	Iteration 17Q: 3 clusters Score -273261.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -273267.625000 Penalty: 2527.237549
	Iteration 18Q: 3 clusters Score -273267.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -273273.468750 Penalty: 2527.237549
	Iteration 19Q: 3 clusters Score -273273.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -273283.218750 Penalty: 2527.237549
	Iteration 20F: 3 clusters Score -273283.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -273290.937500 Penalty: 2527.237549
	Iteration 21Q: 3 clusters Score -273290.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -273295.906250 Penalty: 2527.237549
	Iteration 22Q: 3 clusters Score -273295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -273300.062500 Penalty: 2527.237549
	Iteration 23Q: 3 clusters Score -273300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -273302.718750 Penalty: 2527.237549
	Iteration 24Q: 3 clusters Score -273302.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -273304.968750 Penalty: 2527.237549
	Iteration 25Q: 3 clusters Score -273305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -273307.031250 Penalty: 2527.237549
	Iteration 26Q: 3 clusters Score -273307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -273308.937500 Penalty: 2527.237549
	Iteration 27Q: 3 clusters Score -273308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -273309.718750 Penalty: 2527.237549
	Iteration 28Q: 3 clusters Score -273309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -273312.468750 Penalty: 2527.237549
	Iteration 29Q: 3 clusters Score -273312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -273314.968750 Penalty: 2527.237549
	Iteration 30Q: 3 clusters Score -273315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -273318.062500 Penalty: 2527.237549
	Iteration 31Q: 3 clusters Score -273318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -273319.687500 Penalty: 2527.237549
	Iteration 32Q: 3 clusters Score -273319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -273320.375000 Penalty: 2527.237549
	Iteration 33Q: 3 clusters Score -273320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -273320.562500 Penalty: 2527.237549
	Iteration 34Q: 3 clusters Score -273320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -273321.031250 Penalty: 2527.237549
	Iteration 35Q: 3 clusters Score -273321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -273321.531250 Penalty: 2527.237549
	Iteration 36Q: 3 clusters Score -273321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -273321.656250 Penalty: 2527.237549
	Iteration 37Q: 3 clusters Score -273321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -273321.906250 Penalty: 2527.237549
	Iteration 38Q: 3 clusters Score -273321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -273322.375000 Penalty: 2527.237549
	Iteration 39Q: 3 clusters Score -273322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -273322.250000 Penalty: 2527.237549
	Iteration 40F: 3 clusters Score -273322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -273323.156250 Penalty: 2527.237549
	Iteration 41Q: 3 clusters Score -273323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -273323.531250 Penalty: 2527.237549
	Iteration 42Q: 3 clusters Score -273323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -273324.750000 Penalty: 2527.237549
	Iteration 43Q: 3 clusters Score -273324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -273325.625000 Penalty: 2527.237549
	Iteration 44Q: 3 clusters Score -273325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -273327.218750 Penalty: 2527.237549
	Iteration 45Q: 3 clusters Score -273327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -273328.343750 Penalty: 2527.237549
	Iteration 46Q: 3 clusters Score -273328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -273329.906250 Penalty: 2527.237549
	Iteration 47Q: 3 clusters Score -273329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -273330.562500 Penalty: 2527.237549
	Iteration 48Q: 3 clusters Score -273330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -273330.906250 Penalty: 2527.237549
	Iteration 49Q: 3 clusters Score -273330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -273331.093750 Penalty: 2527.237549
	Iteration 50Q: 3 clusters Score -273331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -273331.343750 Penalty: 2527.237549
	Iteration 51Q: 3 clusters Score -273331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -273331.343750 Penalty: 2527.237549
	Iteration 52F: 3 clusters Score -273331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -19665.263672 Penalty: 917.385132
	Iteration 0F: 2 clusters Score -19665.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18930.322266 Penalty: 1834.770264
	Iteration 0F: 3 clusters Score -18930.32 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19221.695312 Penalty: 1834.770264
	Iteration 1F: 3 clusters Score -19221.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19330.078125 Penalty: 1834.770264
	Iteration 2F: 3 clusters Score -19330.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19381.429688 Penalty: 1834.770264
	Iteration 3Q: 3 clusters Score -19381.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19388.939453 Penalty: 1834.770264
	Iteration 4Q: 3 clusters Score -19388.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19396.693359 Penalty: 1834.770264
	Iteration 5Q: 3 clusters Score -19396.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19399.337891 Penalty: 1834.770264
	Iteration 6Q: 3 clusters Score -19399.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19400.880859 Penalty: 1834.770264
	Iteration 7Q: 3 clusters Score -19400.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19400.880859 Penalty: 1834.770264
	Iteration 8F: 3 clusters Score -19400.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -77663.382812 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -77663.38 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 330 members 
Entering Unmasked Estep 
Score: -76454.320312 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -76454.32 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76611.359375 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -76611.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76675.703125 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -76675.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76728.445312 Penalty: 2120.634521
	Iteration 3Q: 3 clusters Score -76728.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76775.164062 Penalty: 2120.634521
	Iteration 4Q: 3 clusters Score -76775.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76809.484375 Penalty: 2120.634521
	Iteration 5Q: 3 clusters Score -76809.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76828.390625 Penalty: 2120.634521
	Iteration 6Q: 3 clusters Score -76828.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76837.054688 Penalty: 2120.634521
	Iteration 7Q: 3 clusters Score -76837.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76845.210938 Penalty: 2120.634521
	Iteration 8Q: 3 clusters Score -76845.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76851.031250 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -76851.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76855.164062 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -76855.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76869.226562 Penalty: 2120.634521
	Iteration 11Q: 3 clusters Score -76869.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76873.789062 Penalty: 2120.634521
	Iteration 12Q: 3 clusters Score -76873.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76878.375000 Penalty: 2120.634521
	Iteration 13Q: 3 clusters Score -76878.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76882.648438 Penalty: 2120.634521
	Iteration 14Q: 3 clusters Score -76882.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76892.664062 Penalty: 2120.634521
	Iteration 15Q: 3 clusters Score -76892.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76908.007812 Penalty: 2120.634521
	Iteration 16Q: 3 clusters Score -76908.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76915.335938 Penalty: 2120.634521
	Iteration 17Q: 3 clusters Score -76915.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76926.710938 Penalty: 2120.634521
	Iteration 18Q: 3 clusters Score -76926.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76942.140625 Penalty: 2120.634521
	Iteration 19Q: 3 clusters Score -76942.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76949.539062 Penalty: 2120.634521
	Iteration 20F: 3 clusters Score -76949.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76952.617188 Penalty: 2120.634521
	Iteration 21Q: 3 clusters Score -76952.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76958.007812 Penalty: 2120.634521
	Iteration 22Q: 3 clusters Score -76958.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76959.617188 Penalty: 2120.634521
	Iteration 23Q: 3 clusters Score -76959.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76959.617188 Penalty: 2120.634521
	Iteration 24F: 3 clusters Score -76959.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -27058.431641 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -27058.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26247.138672 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -26247.14 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26734.917969 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -26734.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27007.488281 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -27007.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27069.107422 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -27069.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27171.054688 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -27171.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27224.894531 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -27224.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27248.664062 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -27248.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27254.550781 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -27254.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27262.021484 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -27262.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27275.388672 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -27275.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27288.332031 Penalty: 1965.395996
	Iteration 10Q: 3 clusters Score -27288.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27320.164062 Penalty: 1965.395996
	Iteration 11Q: 3 clusters Score -27320.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27358.830078 Penalty: 1965.395996
	Iteration 12Q: 3 clusters Score -27358.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27374.796875 Penalty: 1965.395996
	Iteration 13Q: 3 clusters Score -27374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27384.939453 Penalty: 1965.395996
	Iteration 14Q: 3 clusters Score -27384.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27386.207031 Penalty: 1965.395996
	Iteration 15Q: 3 clusters Score -27386.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27386.207031 Penalty: 1965.395996
	Iteration 16F: 3 clusters Score -27386.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 212 members 
Mstep: Class 37 contains 211 members 
Entering Unmasked Estep 
Score: -141713872.000000 Penalty: 83940.617188
Splitting cluster 36 changes total score from -141714976.000000 to -141713872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 110391 members 
Mstep: Class 3 contains 118014 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 124240 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103661 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 123819 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117978 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114791 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51426 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714928.000000 Penalty: 81671.953125
Iteration 279Q: 37 clusters Score -1.417149e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 110396 members 
Mstep: Class 3 contains 118024 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 124224 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103617 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 123785 members 
Mstep: Class 17 contains 7613 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117987 members 
Mstep: Class 21 contains 48653 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 114827 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6117 members 
Mstep: Class 28 contains 2942 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13686 members 
Mstep: Class 31 contains 51458 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714944.000000 Penalty: 81671.953125
Iteration 280F: 37 clusters Score -1.417149e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 110400 members 
Mstep: Class 3 contains 117998 members 
Mstep: Class 4 contains 7500 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 124201 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103576 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 10652 members 
Mstep: Class 16 contains 123792 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118027 members 
Mstep: Class 21 contains 48624 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 114835 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2934 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13682 members 
Mstep: Class 31 contains 51493 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714768.000000 Penalty: 81671.953125
Iteration 281Q: 37 clusters Score -1.417148e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 110390 members 
Mstep: Class 3 contains 117994 members 
Mstep: Class 4 contains 7506 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 124206 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103527 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 10657 members 
Mstep: Class 16 contains 123771 members 
Mstep: Class 17 contains 7613 members 
Mstep: Class 18 contains 16476 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118043 members 
Mstep: Class 21 contains 48594 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 114862 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 2925 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 51539 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714880.000000 Penalty: 81671.953125
Iteration 282Q: 37 clusters Score -1.417149e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 110386 members 
Mstep: Class 3 contains 118031 members 
Mstep: Class 4 contains 7510 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 14116 members 
Mstep: Class 10 contains 124216 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103486 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 10654 members 
Mstep: Class 16 contains 123726 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 16485 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118053 members 
Mstep: Class 21 contains 48573 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 114853 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6115 members 
Mstep: Class 28 contains 2918 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13682 members 
Mstep: Class 31 contains 51589 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714736.000000 Penalty: 81671.953125
Iteration 283Q: 37 clusters Score -1.417147e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118654 members 
Mstep: Class 2 contains 110393 members 
Mstep: Class 3 contains 118095 members 
Mstep: Class 4 contains 7512 members 
Mstep: Class 5 contains 8553 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 14112 members 
Mstep: Class 10 contains 124203 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103437 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 3340 members 
Mstep: Class 15 contains 10665 members 
Mstep: Class 16 contains 123664 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118062 members 
Mstep: Class 21 contains 48537 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 114834 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13683 members 
Mstep: Class 31 contains 51648 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714704.000000 Penalty: 81671.953125
Iteration 284Q: 37 clusters Score -1.417147e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118676 members 
Mstep: Class 2 contains 110404 members 
Mstep: Class 3 contains 118174 members 
Mstep: Class 4 contains 7515 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14111 members 
Mstep: Class 10 contains 124173 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103382 members 
Mstep: Class 13 contains 8039 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 123647 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118061 members 
Mstep: Class 21 contains 48502 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 114800 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6108 members 
Mstep: Class 28 contains 2897 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 51701 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714704.000000 Penalty: 81671.953125
Iteration 285Q: 37 clusters Score -1.417147e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 110425 members 
Mstep: Class 3 contains 118265 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 124137 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103302 members 
Mstep: Class 13 contains 8037 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 10680 members 
Mstep: Class 16 contains 123619 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 16520 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118089 members 
Mstep: Class 21 contains 48476 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 114761 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6109 members 
Mstep: Class 28 contains 2882 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13684 members 
Mstep: Class 31 contains 51763 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714656.000000 Penalty: 81671.953125
Iteration 286Q: 37 clusters Score -1.417147e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 110429 members 
Mstep: Class 3 contains 118338 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14110 members 
Mstep: Class 10 contains 124109 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103235 members 
Mstep: Class 13 contains 8033 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 10687 members 
Mstep: Class 16 contains 123540 members 
Mstep: Class 17 contains 7602 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118156 members 
Mstep: Class 21 contains 48462 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 114745 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6109 members 
Mstep: Class 28 contains 2866 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13691 members 
Mstep: Class 31 contains 51799 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714464.000000 Penalty: 81671.953125
Iteration 287Q: 37 clusters Score -1.417145e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 110413 members 
Mstep: Class 3 contains 118407 members 
Mstep: Class 4 contains 7525 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14104 members 
Mstep: Class 10 contains 124084 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103161 members 
Mstep: Class 13 contains 8030 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 10696 members 
Mstep: Class 16 contains 123505 members 
Mstep: Class 17 contains 7596 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118219 members 
Mstep: Class 21 contains 48444 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 114708 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6109 members 
Mstep: Class 28 contains 2863 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13692 members 
Mstep: Class 31 contains 51819 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714640.000000 Penalty: 81671.953125
Iteration 288Q: 37 clusters Score -1.417146e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 110399 members 
Mstep: Class 3 contains 118439 members 
Mstep: Class 4 contains 7529 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10336 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 124114 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103101 members 
Mstep: Class 13 contains 8023 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 10706 members 
Mstep: Class 16 contains 123450 members 
Mstep: Class 17 contains 7594 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118205 members 
Mstep: Class 21 contains 48429 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114686 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6104 members 
Mstep: Class 28 contains 2858 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714544.000000 Penalty: 81671.953125
Iteration 289Q: 37 clusters Score -1.417145e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 110405 members 
Mstep: Class 3 contains 118517 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 14099 members 
Mstep: Class 10 contains 124149 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 103047 members 
Mstep: Class 13 contains 8020 members 
Mstep: Class 14 contains 3419 members 
Mstep: Class 15 contains 10706 members 
Mstep: Class 16 contains 123282 members 
Mstep: Class 17 contains 7587 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118234 members 
Mstep: Class 21 contains 48427 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 114673 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6101 members 
Mstep: Class 28 contains 2852 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13688 members 
Mstep: Class 31 contains 51897 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714592.000000 Penalty: 81671.953125
Iteration 290Q: 37 clusters Score -1.417146e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 110411 members 
Mstep: Class 3 contains 118535 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 14099 members 
Mstep: Class 10 contains 124211 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 102987 members 
Mstep: Class 13 contains 8010 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 10715 members 
Mstep: Class 16 contains 123124 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 16568 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118277 members 
Mstep: Class 21 contains 48418 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 114675 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6100 members 
Mstep: Class 28 contains 2841 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 51955 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714608.000000 Penalty: 81671.953125
Iteration 291Q: 37 clusters Score -1.417146e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 110419 members 
Mstep: Class 3 contains 118552 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 14088 members 
Mstep: Class 10 contains 124249 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 102924 members 
Mstep: Class 13 contains 8007 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 10729 members 
Mstep: Class 16 contains 123012 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 16568 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118315 members 
Mstep: Class 21 contains 48405 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 114622 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6103 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13685 members 
Mstep: Class 31 contains 51994 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714672.000000 Penalty: 81671.953125
Iteration 292Q: 37 clusters Score -1.417147e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 110427 members 
Mstep: Class 3 contains 118516 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10325 members 
Mstep: Class 9 contains 14088 members 
Mstep: Class 10 contains 124333 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 102865 members 
Mstep: Class 13 contains 8000 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 122872 members 
Mstep: Class 17 contains 7570 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118362 members 
Mstep: Class 21 contains 48413 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 114584 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6103 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13691 members 
Mstep: Class 31 contains 52042 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714576.000000 Penalty: 81671.953125
Iteration 293Q: 37 clusters Score -1.417146e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119050 members 
Mstep: Class 2 contains 110427 members 
Mstep: Class 3 contains 118454 members 
Mstep: Class 4 contains 7561 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10318 members 
Mstep: Class 9 contains 14085 members 
Mstep: Class 10 contains 124402 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 12 contains 102792 members 
Mstep: Class 13 contains 7991 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 15 contains 10762 members 
Mstep: Class 16 contains 122729 members 
Mstep: Class 17 contains 7572 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118406 members 
Mstep: Class 21 contains 48431 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 114573 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6105 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 52120 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714208.000000 Penalty: 81671.953125
Iteration 294Q: 37 clusters Score -1.417142e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 110444 members 
Mstep: Class 3 contains 118446 members 
Mstep: Class 4 contains 7565 members 
Mstep: Class 5 contains 8553 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10316 members 
Mstep: Class 9 contains 14083 members 
Mstep: Class 10 contains 124438 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 102706 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 3470 members 
Mstep: Class 15 contains 10776 members 
Mstep: Class 16 contains 122487 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 18 contains 16605 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118504 members 
Mstep: Class 21 contains 48464 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 114548 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6101 members 
Mstep: Class 28 contains 2825 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13691 members 
Mstep: Class 31 contains 52217 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714624.000000 Penalty: 81671.953125
Iteration 295Q: 37 clusters Score -1.417146e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 110451 members 
Mstep: Class 3 contains 118419 members 
Mstep: Class 4 contains 7576 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 14080 members 
Mstep: Class 10 contains 124505 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 102581 members 
Mstep: Class 13 contains 7978 members 
Mstep: Class 14 contains 3479 members 
Mstep: Class 15 contains 10792 members 
Mstep: Class 16 contains 122198 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 16637 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118603 members 
Mstep: Class 21 contains 48509 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 114541 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6098 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13697 members 
Mstep: Class 31 contains 52340 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141714848.000000 Penalty: 81671.953125
Iteration 296Q: 37 clusters Score -1.417148e+08 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 110456 members 
Mstep: Class 3 contains 118437 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10306 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124582 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 102431 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 10801 members 
Mstep: Class 16 contains 121913 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 16652 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118737 members 
Mstep: Class 21 contains 48556 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 114525 members 
Mstep: Class 24 contains 1702 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6096 members 
Mstep: Class 28 contains 2803 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13697 members 
Mstep: Class 31 contains 52465 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715680.000000 Penalty: 81671.953125
Iteration 297Q: 37 clusters Score -1.417157e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119308 members 
Mstep: Class 2 contains 110435 members 
Mstep: Class 3 contains 118429 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 8517 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 10295 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 124633 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 102285 members 
Mstep: Class 13 contains 7945 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 10801 members 
Mstep: Class 16 contains 121650 members 
Mstep: Class 17 contains 7552 members 
Mstep: Class 18 contains 16668 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118895 members 
Mstep: Class 21 contains 48609 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 114535 members 
Mstep: Class 24 contains 1702 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2790 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13698 members 
Mstep: Class 31 contains 52611 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715984.000000 Penalty: 81671.953125
Iteration 298Q: 37 clusters Score -1.41716e+08 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 110402 members 
Mstep: Class 3 contains 118412 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 8501 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10290 members 
Mstep: Class 9 contains 14082 members 
Mstep: Class 10 contains 124661 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 102153 members 
Mstep: Class 13 contains 7919 members 
Mstep: Class 14 contains 3516 members 
Mstep: Class 15 contains 10805 members 
Mstep: Class 16 contains 121392 members 
Mstep: Class 17 contains 7542 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 119124 members 
Mstep: Class 21 contains 48659 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 114431 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6084 members 
Mstep: Class 28 contains 2777 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 52762 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716240.000000 Penalty: 81671.953125
Iteration 299Q: 37 clusters Score -1.417162e+08 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119550 members 
Mstep: Class 2 contains 110377 members 
Mstep: Class 3 contains 118475 members 
Mstep: Class 4 contains 7608 members 
Mstep: Class 5 contains 8486 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10285 members 
Mstep: Class 9 contains 14110 members 
Mstep: Class 10 contains 124697 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 101987 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 10816 members 
Mstep: Class 16 contains 121130 members 
Mstep: Class 17 contains 7532 members 
Mstep: Class 18 contains 16727 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 119374 members 
Mstep: Class 21 contains 48702 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 114230 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13670 members 
Mstep: Class 31 contains 52897 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716688.000000 Penalty: 81671.953125
Iteration 300F: 37 clusters Score -1.417167e+08 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 110300 members 
Mstep: Class 3 contains 118523 members 
Mstep: Class 4 contains 7617 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 10277 members 
Mstep: Class 9 contains 14127 members 
Mstep: Class 10 contains 124742 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 101757 members 
Mstep: Class 13 contains 7867 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 10814 members 
Mstep: Class 16 contains 120935 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 119611 members 
Mstep: Class 21 contains 48757 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 114075 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13649 members 
Mstep: Class 31 contains 53030 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141717680.000000 Penalty: 81671.953125
Iteration 301Q: 37 clusters Score -1.417177e+08 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 110193 members 
Mstep: Class 3 contains 118640 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 10277 members 
Mstep: Class 9 contains 14126 members 
Mstep: Class 10 contains 124783 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 101470 members 
Mstep: Class 13 contains 7853 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 10803 members 
Mstep: Class 16 contains 120765 members 
Mstep: Class 17 contains 7513 members 
Mstep: Class 18 contains 16815 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 119862 members 
Mstep: Class 21 contains 48803 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 113898 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6071 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13637 members 
Mstep: Class 31 contains 53181 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141719216.000000 Penalty: 81671.953125
Iteration 302Q: 37 clusters Score -1.417192e+08 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 110113 members 
Mstep: Class 3 contains 118773 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 10262 members 
Mstep: Class 9 contains 14141 members 
Mstep: Class 10 contains 124820 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 101142 members 
Mstep: Class 13 contains 7824 members 
Mstep: Class 14 contains 3633 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 120790 members 
Mstep: Class 17 contains 7511 members 
Mstep: Class 18 contains 16850 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 120086 members 
Mstep: Class 21 contains 48831 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 113687 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6067 members 
Mstep: Class 28 contains 2700 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13617 members 
Mstep: Class 31 contains 53345 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141720128.000000 Penalty: 81671.953125
Iteration 303Q: 37 clusters Score -1.417201e+08 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 109990 members 
Mstep: Class 3 contains 118886 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 10248 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 10 contains 124756 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 100808 members 
Mstep: Class 13 contains 7799 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 10708 members 
Mstep: Class 16 contains 120969 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 16910 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 120265 members 
Mstep: Class 21 contains 48882 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 113446 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6065 members 
Mstep: Class 28 contains 2673 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13610 members 
Mstep: Class 31 contains 53560 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141721808.000000 Penalty: 81671.953125
Iteration 304Q: 37 clusters Score -1.417218e+08 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 120079 members 
Mstep: Class 2 contains 109885 members 
Mstep: Class 3 contains 119025 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 5 contains 8416 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 10241 members 
Mstep: Class 9 contains 14142 members 
Mstep: Class 10 contains 124659 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 100477 members 
Mstep: Class 13 contains 7783 members 
Mstep: Class 14 contains 3707 members 
Mstep: Class 15 contains 10645 members 
Mstep: Class 16 contains 121312 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 16973 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 120302 members 
Mstep: Class 21 contains 48905 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 113144 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6060 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13589 members 
Mstep: Class 31 contains 53821 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141723104.000000 Penalty: 81671.953125
Iteration 305Q: 37 clusters Score -1.417231e+08 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 120127 members 
Mstep: Class 2 contains 109817 members 
Mstep: Class 3 contains 119192 members 
Mstep: Class 4 contains 7640 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 10239 members 
Mstep: Class 9 contains 14133 members 
Mstep: Class 10 contains 124475 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 100200 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 10600 members 
Mstep: Class 16 contains 121782 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 17025 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 120251 members 
Mstep: Class 21 contains 48903 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 112855 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13578 members 
Mstep: Class 31 contains 54060 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2366 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725392.000000 Penalty: 81671.953125
Iteration 306Q: 37 clusters Score -1.417254e+08 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 109795 members 
Mstep: Class 3 contains 119350 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 9 contains 14118 members 
Mstep: Class 10 contains 124151 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 99996 members 
Mstep: Class 13 contains 7744 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 10555 members 
Mstep: Class 16 contains 122428 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 17078 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 120061 members 
Mstep: Class 21 contains 48906 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 112603 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6061 members 
Mstep: Class 28 contains 2555 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13566 members 
Mstep: Class 31 contains 54326 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725936.000000 Penalty: 81671.953125
Iteration 307Q: 37 clusters Score -1.417259e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 120017 members 
Mstep: Class 2 contains 109773 members 
Mstep: Class 3 contains 119584 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 10203 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 123752 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 99859 members 
Mstep: Class 13 contains 7735 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 10502 members 
Mstep: Class 16 contains 123158 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 17119 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 119741 members 
Mstep: Class 21 contains 48886 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 112454 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 2523 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13553 members 
Mstep: Class 31 contains 54545 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726496.000000 Penalty: 81671.953125
Iteration 308Q: 37 clusters Score -1.417265e+08 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119886 members 
Mstep: Class 2 contains 109785 members 
Mstep: Class 3 contains 119878 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1291 members 
Mstep: Class 8 contains 10182 members 
Mstep: Class 9 contains 14112 members 
Mstep: Class 10 contains 123233 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 99781 members 
Mstep: Class 13 contains 7721 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 123962 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 17156 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 119414 members 
Mstep: Class 21 contains 48838 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 112280 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6065 members 
Mstep: Class 28 contains 2496 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13554 members 
Mstep: Class 31 contains 54745 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727360.000000 Penalty: 81671.953125
Iteration 309Q: 37 clusters Score -1.417274e+08 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119649 members 
Mstep: Class 2 contains 109811 members 
Mstep: Class 3 contains 120207 members 
Mstep: Class 4 contains 7672 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 14100 members 
Mstep: Class 10 contains 122677 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 99747 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 3958 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 124808 members 
Mstep: Class 17 contains 7438 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 119093 members 
Mstep: Class 21 contains 48736 members 
Mstep: Class 22 contains 4241 members 
Mstep: Class 23 contains 112163 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 2472 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13568 members 
Mstep: Class 31 contains 54932 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727104.000000 Penalty: 81671.953125
Iteration 310Q: 37 clusters Score -1.417271e+08 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119393 members 
Mstep: Class 2 contains 109800 members 
Mstep: Class 3 contains 120612 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 14089 members 
Mstep: Class 10 contains 122160 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 99759 members 
Mstep: Class 13 contains 7705 members 
Mstep: Class 14 contains 4014 members 
Mstep: Class 15 contains 10394 members 
Mstep: Class 16 contains 125619 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 17220 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118713 members 
Mstep: Class 21 contains 48639 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 112059 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6075 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13577 members 
Mstep: Class 31 contains 55097 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727168.000000 Penalty: 81671.953125
Iteration 311Q: 37 clusters Score -1.417272e+08 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 109809 members 
Mstep: Class 3 contains 120993 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 8315 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 10114 members 
Mstep: Class 9 contains 14077 members 
Mstep: Class 10 contains 121646 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 99793 members 
Mstep: Class 13 contains 7701 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 10358 members 
Mstep: Class 16 contains 126378 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 17247 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 118312 members 
Mstep: Class 21 contains 48521 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 contains 111991 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6073 members 
Mstep: Class 28 contains 2426 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13592 members 
Mstep: Class 31 contains 55257 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727632.000000 Penalty: 81671.953125
Iteration 312Q: 37 clusters Score -1.417276e+08 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118881 members 
Mstep: Class 2 contains 109871 members 
Mstep: Class 3 contains 121415 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 10100 members 
Mstep: Class 9 contains 14055 members 
Mstep: Class 10 contains 121188 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 99861 members 
Mstep: Class 13 contains 7700 members 
Mstep: Class 14 contains 4126 members 
Mstep: Class 15 contains 10316 members 
Mstep: Class 16 contains 126980 members 
Mstep: Class 17 contains 7406 members 
Mstep: Class 18 contains 17280 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117953 members 
Mstep: Class 21 contains 48405 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 contains 111917 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 2401 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13601 members 
Mstep: Class 31 contains 55405 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727904.000000 Penalty: 81671.953125
Iteration 313Q: 37 clusters Score -1.417279e+08 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118633 members 
Mstep: Class 2 contains 109921 members 
Mstep: Class 3 contains 121797 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 14027 members 
Mstep: Class 10 contains 120685 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 99944 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 127584 members 
Mstep: Class 17 contains 7400 members 
Mstep: Class 18 contains 17316 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117556 members 
Mstep: Class 21 contains 48279 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 111889 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 2376 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13613 members 
Mstep: Class 31 contains 55595 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 2368 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728176.000000 Penalty: 81671.953125
Iteration 314Q: 37 clusters Score -1.417282e+08 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118400 members 
Mstep: Class 2 contains 109959 members 
Mstep: Class 3 contains 122107 members 
Mstep: Class 4 contains 7722 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 13998 members 
Mstep: Class 10 contains 120231 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100038 members 
Mstep: Class 13 contains 7690 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 10256 members 
Mstep: Class 16 contains 128174 members 
Mstep: Class 17 contains 7391 members 
Mstep: Class 18 contains 17355 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 117198 members 
Mstep: Class 21 contains 48143 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 111848 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13628 members 
Mstep: Class 31 contains 55782 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 2363 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728592.000000 Penalty: 81671.953125
Iteration 315Q: 37 clusters Score -1.417286e+08 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 118201 members 
Mstep: Class 2 contains 109986 members 
Mstep: Class 3 contains 122396 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 13975 members 
Mstep: Class 10 contains 119869 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100129 members 
Mstep: Class 13 contains 7686 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 10251 members 
Mstep: Class 16 contains 128691 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 116776 members 
Mstep: Class 21 contains 47974 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 111893 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13639 members 
Mstep: Class 31 contains 55952 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 2361 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729008.000000 Penalty: 81671.953125
Iteration 316Q: 37 clusters Score -1.41729e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117995 members 
Mstep: Class 2 contains 110015 members 
Mstep: Class 3 contains 122804 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 8264 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 13955 members 
Mstep: Class 10 contains 119570 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100200 members 
Mstep: Class 13 contains 7681 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 10239 members 
Mstep: Class 16 contains 129048 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 17402 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 116354 members 
Mstep: Class 21 contains 47803 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 111938 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6089 members 
Mstep: Class 28 contains 2299 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13650 members 
Mstep: Class 31 contains 56131 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729408.000000 Penalty: 81671.953125
Iteration 317Q: 37 clusters Score -1.417294e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 110058 members 
Mstep: Class 3 contains 123199 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 13944 members 
Mstep: Class 10 contains 119338 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100287 members 
Mstep: Class 13 contains 7677 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 129384 members 
Mstep: Class 17 contains 7361 members 
Mstep: Class 18 contains 17411 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115907 members 
Mstep: Class 21 contains 47651 members 
Mstep: Class 22 contains 4220 members 
Mstep: Class 23 contains 111917 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6090 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13659 members 
Mstep: Class 31 contains 56341 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2362 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 687 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729712.000000 Penalty: 81671.953125
Iteration 318Q: 37 clusters Score -1.417297e+08 nChanged 4681
Entering ConstructFrom: 
Score: -141729712.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (117537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Entering Unmasked Estep 
Score: -14787030.000000 Penalty: 1897.107544
	Iteration 0F: 2 clusters Score -1.478703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -14711660.000000 Penalty: 3794.215088
	Iteration 0F: 3 clusters Score -1.471166e+07 nChanged 56262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -14744185.000000 Penalty: 3794.215088
	Iteration 1F: 3 clusters Score -1.474418e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -14745131.000000 Penalty: 3794.215088
	Iteration 2Q: 3 clusters Score -1.474513e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -14746025.000000 Penalty: 3794.215088
	Iteration 3Q: 3 clusters Score -1.474602e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -14747571.000000 Penalty: 3794.215088
	Iteration 4Q: 3 clusters Score -1.474757e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -14749445.000000 Penalty: 3794.215088
	Iteration 5Q: 3 clusters Score -1.474944e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -14751887.000000 Penalty: 3794.215088
	Iteration 6Q: 3 clusters Score -1.475189e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -14755301.000000 Penalty: 3794.215088
	Iteration 7F: 3 clusters Score -1.47553e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -14759432.000000 Penalty: 3794.215088
	Iteration 8F: 3 clusters Score -1.475943e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -14763831.000000 Penalty: 3794.215088
	Iteration 9F: 3 clusters Score -1.476383e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -14768075.000000 Penalty: 3794.215088
	Iteration 10F: 3 clusters Score -1.476808e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -14771184.000000 Penalty: 3794.215088
	Iteration 11F: 3 clusters Score -1.477118e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -14772650.000000 Penalty: 3794.215088
	Iteration 12Q: 3 clusters Score -1.477265e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -14773308.000000 Penalty: 3794.215088
	Iteration 13Q: 3 clusters Score -1.477331e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -14773593.000000 Penalty: 3794.215088
	Iteration 14Q: 3 clusters Score -1.477359e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -14773816.000000 Penalty: 3794.215088
	Iteration 15Q: 3 clusters Score -1.477382e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -14774023.000000 Penalty: 3794.215088
	Iteration 16Q: 3 clusters Score -1.477402e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -14774172.000000 Penalty: 3794.215088
	Iteration 17Q: 3 clusters Score -1.477417e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -14774303.000000 Penalty: 3794.215088
	Iteration 18Q: 3 clusters Score -1.47743e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -14774350.000000 Penalty: 3794.215088
	Iteration 19Q: 3 clusters Score -1.477435e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -14774449.000000 Penalty: 3794.215088
	Iteration 20F: 3 clusters Score -1.477445e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -14774543.000000 Penalty: 3794.215088
	Iteration 21Q: 3 clusters Score -1.477454e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -14774616.000000 Penalty: 3794.215088
	Iteration 22Q: 3 clusters Score -1.477462e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -14774662.000000 Penalty: 3794.215088
	Iteration 23Q: 3 clusters Score -1.477466e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -14774621.000000 Penalty: 3794.215088
	Iteration 24Q: 3 clusters Score -1.477462e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -14774680.000000 Penalty: 3794.215088
	Iteration 25Q: 3 clusters Score -1.477468e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -14774729.000000 Penalty: 3794.215088
	Iteration 26Q: 3 clusters Score -1.477473e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -14774751.000000 Penalty: 3794.215088
	Iteration 27Q: 3 clusters Score -1.477475e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -14774771.000000 Penalty: 3794.215088
	Iteration 28Q: 3 clusters Score -1.477477e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -14774794.000000 Penalty: 3794.215088
	Iteration 29Q: 3 clusters Score -1.477479e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -14774907.000000 Penalty: 3794.215088
	Iteration 30Q: 3 clusters Score -1.477491e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -14774948.000000 Penalty: 3794.215088
	Iteration 31Q: 3 clusters Score -1.477495e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -14775000.000000 Penalty: 3794.215088
	Iteration 32Q: 3 clusters Score -1.4775e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -14775016.000000 Penalty: 3794.215088
	Iteration 33Q: 3 clusters Score -1.477502e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -14775025.000000 Penalty: 3794.215088
	Iteration 34Q: 3 clusters Score -1.477502e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -14775028.000000 Penalty: 3794.215088
	Iteration 35Q: 3 clusters Score -1.477503e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -14775035.000000 Penalty: 3794.215088
	Iteration 36Q: 3 clusters Score -1.477504e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -14775030.000000 Penalty: 3794.215088
	Iteration 37Q: 3 clusters Score -1.477503e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -14775026.000000 Penalty: 3794.215088
	Iteration 38Q: 3 clusters Score -1.477503e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -14775031.000000 Penalty: 3794.215088
	Iteration 39Q: 3 clusters Score -1.477503e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -14775059.000000 Penalty: 3794.215088
	Iteration 40F: 3 clusters Score -1.477506e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -14775070.000000 Penalty: 3794.215088
	Iteration 41Q: 3 clusters Score -1.477507e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -14775034.000000 Penalty: 3794.215088
	Iteration 42Q: 3 clusters Score -1.477503e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -14775049.000000 Penalty: 3794.215088
	Iteration 43Q: 3 clusters Score -1.477505e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -14775069.000000 Penalty: 3794.215088
	Iteration 44Q: 3 clusters Score -1.477507e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -14775012.000000 Penalty: 3794.215088
	Iteration 45Q: 3 clusters Score -1.477501e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -14775036.000000 Penalty: 3794.215088
	Iteration 46Q: 3 clusters Score -1.477504e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -14775034.000000 Penalty: 3794.215088
	Iteration 47Q: 3 clusters Score -1.477503e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -14775074.000000 Penalty: 3794.215088
	Iteration 48Q: 3 clusters Score -1.477507e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -14775084.000000 Penalty: 3794.215088
	Iteration 49Q: 3 clusters Score -1.477508e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -14775125.000000 Penalty: 3794.215088
	Iteration 50Q: 3 clusters Score -1.477512e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -14775132.000000 Penalty: 3794.215088
	Iteration 51Q: 3 clusters Score -1.477513e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -14775127.000000 Penalty: 3794.215088
	Iteration 52Q: 3 clusters Score -1.477513e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -14775175.000000 Penalty: 3794.215088
	Iteration 53Q: 3 clusters Score -1.477518e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -14775185.000000 Penalty: 3794.215088
	Iteration 54Q: 3 clusters Score -1.477518e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -14775221.000000 Penalty: 3794.215088
	Iteration 55Q: 3 clusters Score -1.477522e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -14775215.000000 Penalty: 3794.215088
	Iteration 56Q: 3 clusters Score -1.477522e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -14775257.000000 Penalty: 3794.215088
	Iteration 57Q: 3 clusters Score -1.477526e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -14775314.000000 Penalty: 3794.215088
	Iteration 58Q: 3 clusters Score -1.477531e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -14775324.000000 Penalty: 3794.215088
	Iteration 59Q: 3 clusters Score -1.477532e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -14775317.000000 Penalty: 3794.215088
	Iteration 60F: 3 clusters Score -1.477532e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -14775329.000000 Penalty: 3794.215088
	Iteration 61Q: 3 clusters Score -1.477533e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -14775335.000000 Penalty: 3794.215088
	Iteration 62Q: 3 clusters Score -1.477534e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -14775399.000000 Penalty: 3794.215088
	Iteration 63Q: 3 clusters Score -1.47754e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -14775345.000000 Penalty: 3794.215088
	Iteration 64Q: 3 clusters Score -1.477534e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -14775329.000000 Penalty: 3794.215088
	Iteration 65Q: 3 clusters Score -1.477533e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -14775347.000000 Penalty: 3794.215088
	Iteration 66Q: 3 clusters Score -1.477535e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -14775371.000000 Penalty: 3794.215088
	Iteration 67Q: 3 clusters Score -1.477537e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -14775385.000000 Penalty: 3794.215088
	Iteration 68Q: 3 clusters Score -1.477538e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -14775440.000000 Penalty: 3794.215088
	Iteration 69Q: 3 clusters Score -1.477544e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -14775454.000000 Penalty: 3794.215088
	Iteration 70Q: 3 clusters Score -1.477545e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -14775431.000000 Penalty: 3794.215088
	Iteration 71Q: 3 clusters Score -1.477543e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -14775397.000000 Penalty: 3794.215088
	Iteration 72Q: 3 clusters Score -1.47754e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -14775390.000000 Penalty: 3794.215088
	Iteration 73Q: 3 clusters Score -1.477539e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -14775412.000000 Penalty: 3794.215088
	Iteration 74Q: 3 clusters Score -1.477541e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -14775436.000000 Penalty: 3794.215088
	Iteration 75Q: 3 clusters Score -1.477544e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -14775462.000000 Penalty: 3794.215088
	Iteration 76Q: 3 clusters Score -1.477546e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -14775459.000000 Penalty: 3794.215088
	Iteration 77Q: 3 clusters Score -1.477546e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -14775464.000000 Penalty: 3794.215088
	Iteration 78Q: 3 clusters Score -1.477546e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -14775462.000000 Penalty: 3794.215088
	Iteration 79Q: 3 clusters Score -1.477546e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -14775492.000000 Penalty: 3794.215088
	Iteration 80F: 3 clusters Score -1.477549e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -14775491.000000 Penalty: 3794.215088
	Iteration 81Q: 3 clusters Score -1.477549e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -14775496.000000 Penalty: 3794.215088
	Iteration 82Q: 3 clusters Score -1.47755e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -14775496.000000 Penalty: 3794.215088
	Iteration 83Q: 3 clusters Score -1.47755e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -14775517.000000 Penalty: 3794.215088
	Iteration 84Q: 3 clusters Score -1.477552e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -14775541.000000 Penalty: 3794.215088
	Iteration 85Q: 3 clusters Score -1.477554e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -14775565.000000 Penalty: 3794.215088
	Iteration 86Q: 3 clusters Score -1.477556e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -14775546.000000 Penalty: 3794.215088
	Iteration 87Q: 3 clusters Score -1.477555e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -14775586.000000 Penalty: 3794.215088
	Iteration 88Q: 3 clusters Score -1.477559e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -14775629.000000 Penalty: 3794.215088
	Iteration 89Q: 3 clusters Score -1.477563e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -14775613.000000 Penalty: 3794.215088
	Iteration 90Q: 3 clusters Score -1.477561e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -14775616.000000 Penalty: 3794.215088
	Iteration 91Q: 3 clusters Score -1.477562e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -14775600.000000 Penalty: 3794.215088
	Iteration 92Q: 3 clusters Score -1.47756e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -14775594.000000 Penalty: 3794.215088
	Iteration 93Q: 3 clusters Score -1.477559e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -14775584.000000 Penalty: 3794.215088
	Iteration 94Q: 3 clusters Score -1.477558e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -14775587.000000 Penalty: 3794.215088
	Iteration 95Q: 3 clusters Score -1.477559e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -14775577.000000 Penalty: 3794.215088
	Iteration 96Q: 3 clusters Score -1.477558e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -14775588.000000 Penalty: 3794.215088
	Iteration 97Q: 3 clusters Score -1.477559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -14775580.000000 Penalty: 3794.215088
	Iteration 98Q: 3 clusters Score -1.477558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -14775576.000000 Penalty: 3794.215088
	Iteration 99Q: 3 clusters Score -1.477558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -14775555.000000 Penalty: 3794.215088
	Iteration 100F: 3 clusters Score -1.477556e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -14775570.000000 Penalty: 3794.215088
	Iteration 101Q: 3 clusters Score -1.477557e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -14775565.000000 Penalty: 3794.215088
	Iteration 102Q: 3 clusters Score -1.477556e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -14775571.000000 Penalty: 3794.215088
	Iteration 103Q: 3 clusters Score -1.477557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -14775574.000000 Penalty: 3794.215088
	Iteration 104Q: 3 clusters Score -1.477557e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -14775567.000000 Penalty: 3794.215088
	Iteration 105Q: 3 clusters Score -1.477557e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -14775569.000000 Penalty: 3794.215088
	Iteration 106Q: 3 clusters Score -1.477557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -14775566.000000 Penalty: 3794.215088
	Iteration 107Q: 3 clusters Score -1.477557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -14775552.000000 Penalty: 3794.215088
	Iteration 108Q: 3 clusters Score -1.477555e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -14775557.000000 Penalty: 3794.215088
	Iteration 109Q: 3 clusters Score -1.477556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -14775579.000000 Penalty: 3794.215088
	Iteration 110Q: 3 clusters Score -1.477558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -14775553.000000 Penalty: 3794.215088
	Iteration 111Q: 3 clusters Score -1.477555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -14775565.000000 Penalty: 3794.215088
	Iteration 112Q: 3 clusters Score -1.477556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -14775552.000000 Penalty: 3794.215088
	Iteration 113Q: 3 clusters Score -1.477555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -14775549.000000 Penalty: 3794.215088
	Iteration 114Q: 3 clusters Score -1.477555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -14775554.000000 Penalty: 3794.215088
	Iteration 115Q: 3 clusters Score -1.477555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -14775554.000000 Penalty: 3794.215088
	Iteration 116Q: 3 clusters Score -1.477555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -14775551.000000 Penalty: 3794.215088
	Iteration 117Q: 3 clusters Score -1.477555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -14775542.000000 Penalty: 3794.215088
	Iteration 118Q: 3 clusters Score -1.477554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -14775528.000000 Penalty: 3794.215088
	Iteration 119Q: 3 clusters Score -1.477553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -14775513.000000 Penalty: 3794.215088
	Iteration 120F: 3 clusters Score -1.477551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -14775512.000000 Penalty: 3794.215088
	Iteration 121Q: 3 clusters Score -1.477551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -14775523.000000 Penalty: 3794.215088
	Iteration 122Q: 3 clusters Score -1.477552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -14775529.000000 Penalty: 3794.215088
	Iteration 123Q: 3 clusters Score -1.477553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -14775521.000000 Penalty: 3794.215088
	Iteration 124Q: 3 clusters Score -1.477552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -14775513.000000 Penalty: 3794.215088
	Iteration 125Q: 3 clusters Score -1.477551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -14775527.000000 Penalty: 3794.215088
	Iteration 126Q: 3 clusters Score -1.477553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -14775531.000000 Penalty: 3794.215088
	Iteration 127Q: 3 clusters Score -1.477553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -14775524.000000 Penalty: 3794.215088
	Iteration 128Q: 3 clusters Score -1.477552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -14775523.000000 Penalty: 3794.215088
	Iteration 129Q: 3 clusters Score -1.477552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -14775524.000000 Penalty: 3794.215088
	Iteration 130Q: 3 clusters Score -1.477552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -14775518.000000 Penalty: 3794.215088
	Iteration 131Q: 3 clusters Score -1.477552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -14775517.000000 Penalty: 3794.215088
	Iteration 132Q: 3 clusters Score -1.477552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -14775514.000000 Penalty: 3794.215088
	Iteration 133Q: 3 clusters Score -1.477551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -14775511.000000 Penalty: 3794.215088
	Iteration 134Q: 3 clusters Score -1.477551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -14775527.000000 Penalty: 3794.215088
	Iteration 135Q: 3 clusters Score -1.477553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -14775528.000000 Penalty: 3794.215088
	Iteration 136Q: 3 clusters Score -1.477553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -14775519.000000 Penalty: 3794.215088
	Iteration 137Q: 3 clusters Score -1.477552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -14775521.000000 Penalty: 3794.215088
	Iteration 138Q: 3 clusters Score -1.477552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -14775523.000000 Penalty: 3794.215088
	Iteration 139Q: 3 clusters Score -1.477552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -14775506.000000 Penalty: 3794.215088
	Iteration 140F: 3 clusters Score -1.477551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -14775516.000000 Penalty: 3794.215088
	Iteration 141Q: 3 clusters Score -1.477552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -14775523.000000 Penalty: 3794.215088
	Iteration 142Q: 3 clusters Score -1.477552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -14775511.000000 Penalty: 3794.215088
	Iteration 143Q: 3 clusters Score -1.477551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -14775513.000000 Penalty: 3794.215088
	Iteration 144Q: 3 clusters Score -1.477551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -14775514.000000 Penalty: 3794.215088
	Iteration 145Q: 3 clusters Score -1.477551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -14775514.000000 Penalty: 3794.215088
	Iteration 146Q: 3 clusters Score -1.477551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -14775515.000000 Penalty: 3794.215088
	Iteration 147Q: 3 clusters Score -1.477552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -14775510.000000 Penalty: 3794.215088
	Iteration 148Q: 3 clusters Score -1.477551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -14775506.000000 Penalty: 3794.215088
	Iteration 149Q: 3 clusters Score -1.477551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -14775514.000000 Penalty: 3794.215088
	Iteration 150Q: 3 clusters Score -1.477551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -14775524.000000 Penalty: 3794.215088
	Iteration 151Q: 3 clusters Score -1.477552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -14775513.000000 Penalty: 3794.215088
	Iteration 152Q: 3 clusters Score -1.477551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -14775506.000000 Penalty: 3794.215088
	Iteration 153Q: 3 clusters Score -1.477551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -14775509.000000 Penalty: 3794.215088
	Iteration 154Q: 3 clusters Score -1.477551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -14775508.000000 Penalty: 3794.215088
	Iteration 155Q: 3 clusters Score -1.477551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -14775525.000000 Penalty: 3794.215088
	Iteration 156Q: 3 clusters Score -1.477552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -14775517.000000 Penalty: 3794.215088
	Iteration 157Q: 3 clusters Score -1.477552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -14775507.000000 Penalty: 3794.215088
	Iteration 158Q: 3 clusters Score -1.477551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -14775508.000000 Penalty: 3794.215088
	Iteration 159Q: 3 clusters Score -1.477551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -14775508.000000 Penalty: 3794.215088
	Iteration 160F: 3 clusters Score -1.477551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Entering Unmasked Estep 
Score: -13853649.000000 Penalty: 1886.413574
	Iteration 0F: 2 clusters Score -1.385365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -13781604.000000 Penalty: 3772.827148
	Iteration 0F: 3 clusters Score -1.37816e+07 nChanged 52696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -13813139.000000 Penalty: 3772.827148
	Iteration 1F: 3 clusters Score -1.381314e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -13814737.000000 Penalty: 3772.827148
	Iteration 2Q: 3 clusters Score -1.381474e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -13817080.000000 Penalty: 3772.827148
	Iteration 3Q: 3 clusters Score -1.381708e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -13820360.000000 Penalty: 3772.827148
	Iteration 4F: 3 clusters Score -1.382036e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -13824514.000000 Penalty: 3772.827148
	Iteration 5F: 3 clusters Score -1.382451e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -13828952.000000 Penalty: 3772.827148
	Iteration 6F: 3 clusters Score -1.382895e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -13833106.000000 Penalty: 3772.827148
	Iteration 7F: 3 clusters Score -1.383311e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -13836712.000000 Penalty: 3772.827148
	Iteration 8F: 3 clusters Score -1.383671e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -13839871.000000 Penalty: 3772.827148
	Iteration 9Q: 3 clusters Score -1.383987e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -13842843.000000 Penalty: 3772.827148
	Iteration 10Q: 3 clusters Score -1.384284e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -13845390.000000 Penalty: 3772.827148
	Iteration 11Q: 3 clusters Score -1.384539e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -13847558.000000 Penalty: 3772.827148
	Iteration 12Q: 3 clusters Score -1.384756e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -13849030.000000 Penalty: 3772.827148
	Iteration 13Q: 3 clusters Score -1.384903e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -13850099.000000 Penalty: 3772.827148
	Iteration 14Q: 3 clusters Score -1.38501e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -13850754.000000 Penalty: 3772.827148
	Iteration 15Q: 3 clusters Score -1.385075e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -13851243.000000 Penalty: 3772.827148
	Iteration 16Q: 3 clusters Score -1.385124e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -13851508.000000 Penalty: 3772.827148
	Iteration 17Q: 3 clusters Score -1.385151e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -13851697.000000 Penalty: 3772.827148
	Iteration 18Q: 3 clusters Score -1.38517e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -13851844.000000 Penalty: 3772.827148
	Iteration 19Q: 3 clusters Score -1.385184e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -13851912.000000 Penalty: 3772.827148
	Iteration 20F: 3 clusters Score -1.385191e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -13851990.000000 Penalty: 3772.827148
	Iteration 21Q: 3 clusters Score -1.385199e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -13852037.000000 Penalty: 3772.827148
	Iteration 22Q: 3 clusters Score -1.385204e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -13852038.000000 Penalty: 3772.827148
	Iteration 23Q: 3 clusters Score -1.385204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -13852057.000000 Penalty: 3772.827148
	Iteration 24Q: 3 clusters Score -1.385206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -13852076.000000 Penalty: 3772.827148
	Iteration 25Q: 3 clusters Score -1.385208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -13852077.000000 Penalty: 3772.827148
	Iteration 26Q: 3 clusters Score -1.385208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -13852083.000000 Penalty: 3772.827148
	Iteration 27Q: 3 clusters Score -1.385208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 109217 members 
Entering Unmasked Estep 
Score: -13852092.000000 Penalty: 3772.827148
	Iteration 28Q: 3 clusters Score -1.385209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 109231 members 
Entering Unmasked Estep 
Score: -13852086.000000 Penalty: 3772.827148
	Iteration 29Q: 3 clusters Score -1.385209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -13852091.000000 Penalty: 3772.827148
	Iteration 30Q: 3 clusters Score -1.385209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 109257 members 
Entering Unmasked Estep 
Score: -13852097.000000 Penalty: 3772.827148
	Iteration 31Q: 3 clusters Score -1.38521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -13852092.000000 Penalty: 3772.827148
	Iteration 32Q: 3 clusters Score -1.385209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 109274 members 
Entering Unmasked Estep 
Score: -13852087.000000 Penalty: 3772.827148
	Iteration 33Q: 3 clusters Score -1.385209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -13852112.000000 Penalty: 3772.827148
	Iteration 34Q: 3 clusters Score -1.385211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 109294 members 
Entering Unmasked Estep 
Score: -13852122.000000 Penalty: 3772.827148
	Iteration 35Q: 3 clusters Score -1.385212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109303 members 
Entering Unmasked Estep 
Score: -13852123.000000 Penalty: 3772.827148
	Iteration 36Q: 3 clusters Score -1.385212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -13852137.000000 Penalty: 3772.827148
	Iteration 37Q: 3 clusters Score -1.385214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 109314 members 
Entering Unmasked Estep 
Score: -13852136.000000 Penalty: 3772.827148
	Iteration 38Q: 3 clusters Score -1.385214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -13852136.000000 Penalty: 3772.827148
	Iteration 39Q: 3 clusters Score -1.385214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -13852130.000000 Penalty: 3772.827148
	Iteration 40F: 3 clusters Score -1.385213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -13852136.000000 Penalty: 3772.827148
	Iteration 41Q: 3 clusters Score -1.385214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -13852135.000000 Penalty: 3772.827148
	Iteration 42Q: 3 clusters Score -1.385214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 109335 members 
Entering Unmasked Estep 
Score: -13852130.000000 Penalty: 3772.827148
	Iteration 43Q: 3 clusters Score -1.385213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -13852131.000000 Penalty: 3772.827148
	Iteration 44Q: 3 clusters Score -1.385213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -13852134.000000 Penalty: 3772.827148
	Iteration 45Q: 3 clusters Score -1.385213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -13852134.000000 Penalty: 3772.827148
	Iteration 46Q: 3 clusters Score -1.385213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -13852134.000000 Penalty: 3772.827148
	Iteration 47Q: 3 clusters Score -1.385213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -13852139.000000 Penalty: 3772.827148
	Iteration 48Q: 3 clusters Score -1.385214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -13852128.000000 Penalty: 3772.827148
	Iteration 49Q: 3 clusters Score -1.385213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -13852134.000000 Penalty: 3772.827148
	Iteration 50Q: 3 clusters Score -1.385213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -13852128.000000 Penalty: 3772.827148
	Iteration 51Q: 3 clusters Score -1.385213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -13852143.000000 Penalty: 3772.827148
	Iteration 52Q: 3 clusters Score -1.385214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -13852146.000000 Penalty: 3772.827148
	Iteration 53Q: 3 clusters Score -1.385215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -13852146.000000 Penalty: 3772.827148
	Iteration 54F: 3 clusters Score -1.385215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Entering Unmasked Estep 
Score: -15678810.000000 Penalty: 1905.305908
	Iteration 0F: 2 clusters Score -1.567881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -15602241.000000 Penalty: 3810.611816
	Iteration 0F: 3 clusters Score -1.560224e+07 nChanged 59506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -15636403.000000 Penalty: 3810.611816
	Iteration 1F: 3 clusters Score -1.56364e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -15637384.000000 Penalty: 3810.611816
	Iteration 2Q: 3 clusters Score -1.563738e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -15638650.000000 Penalty: 3810.611816
	Iteration 3Q: 3 clusters Score -1.563865e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -15640710.000000 Penalty: 3810.611816
	Iteration 4Q: 3 clusters Score -1.564071e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -15644163.000000 Penalty: 3810.611816
	Iteration 5F: 3 clusters Score -1.564416e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -15649817.000000 Penalty: 3810.611816
	Iteration 6F: 3 clusters Score -1.564982e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -15657732.000000 Penalty: 3810.611816
	Iteration 7F: 3 clusters Score -1.565773e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -15666198.000000 Penalty: 3810.611816
	Iteration 8F: 3 clusters Score -1.56662e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -15671936.000000 Penalty: 3810.611816
	Iteration 9F: 3 clusters Score -1.567194e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -15674655.000000 Penalty: 3810.611816
	Iteration 10Q: 3 clusters Score -1.567466e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -15675860.000000 Penalty: 3810.611816
	Iteration 11Q: 3 clusters Score -1.567586e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 120298 members 
Entering Unmasked Estep 
Score: -15676552.000000 Penalty: 3810.611816
	Iteration 12Q: 3 clusters Score -1.567655e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 121390 members 
Entering Unmasked Estep 
Score: -15676927.000000 Penalty: 3810.611816
	Iteration 13Q: 3 clusters Score -1.567693e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 122038 members 
Entering Unmasked Estep 
Score: -15677051.000000 Penalty: 3810.611816
	Iteration 14Q: 3 clusters Score -1.567705e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -15677140.000000 Penalty: 3810.611816
	Iteration 15Q: 3 clusters Score -1.567714e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -15677216.000000 Penalty: 3810.611816
	Iteration 16Q: 3 clusters Score -1.567722e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 122738 members 
Entering Unmasked Estep 
Score: -15677261.000000 Penalty: 3810.611816
	Iteration 17Q: 3 clusters Score -1.567726e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -15677293.000000 Penalty: 3810.611816
	Iteration 18Q: 3 clusters Score -1.567729e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 122873 members 
Entering Unmasked Estep 
Score: -15677300.000000 Penalty: 3810.611816
	Iteration 19Q: 3 clusters Score -1.56773e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -15677302.000000 Penalty: 3810.611816
	Iteration 20F: 3 clusters Score -1.56773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -15677321.000000 Penalty: 3810.611816
	Iteration 21Q: 3 clusters Score -1.567732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -15677351.000000 Penalty: 3810.611816
	Iteration 22Q: 3 clusters Score -1.567735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 122977 members 
Entering Unmasked Estep 
Score: -15677354.000000 Penalty: 3810.611816
	Iteration 23Q: 3 clusters Score -1.567735e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -15677366.000000 Penalty: 3810.611816
	Iteration 24Q: 3 clusters Score -1.567737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
Score: -15677374.000000 Penalty: 3810.611816
	Iteration 25Q: 3 clusters Score -1.567737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 123032 members 
Entering Unmasked Estep 
Score: -15677378.000000 Penalty: 3810.611816
	Iteration 26Q: 3 clusters Score -1.567738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -15677390.000000 Penalty: 3810.611816
	Iteration 27Q: 3 clusters Score -1.567739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -15677406.000000 Penalty: 3810.611816
	Iteration 28Q: 3 clusters Score -1.567741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -15677402.000000 Penalty: 3810.611816
	Iteration 29Q: 3 clusters Score -1.56774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 123054 members 
Entering Unmasked Estep 
Score: -15677399.000000 Penalty: 3810.611816
	Iteration 30Q: 3 clusters Score -1.56774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -15677392.000000 Penalty: 3810.611816
	Iteration 31Q: 3 clusters Score -1.567739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -15677392.000000 Penalty: 3810.611816
	Iteration 32F: 3 clusters Score -1.567739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Entering Unmasked Estep 
Score: -888940.500000 Penalty: 1455.260376
	Iteration 0F: 2 clusters Score -888940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -883239.750000 Penalty: 2910.520752
	Iteration 0F: 3 clusters Score -883239.8 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -885135.250000 Penalty: 2910.520752
	Iteration 1F: 3 clusters Score -885135.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -885506.687500 Penalty: 2910.520752
	Iteration 2F: 3 clusters Score -885506.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -885879.937500 Penalty: 2910.520752
	Iteration 3F: 3 clusters Score -885879.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -886255.875000 Penalty: 2910.520752
	Iteration 4F: 3 clusters Score -886255.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -886695.375000 Penalty: 2910.520752
	Iteration 5F: 3 clusters Score -886695.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -887099.875000 Penalty: 2910.520752
	Iteration 6F: 3 clusters Score -887099.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -887427.687500 Penalty: 2910.520752
	Iteration 7Q: 3 clusters Score -887427.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -887628.750000 Penalty: 2910.520752
	Iteration 8Q: 3 clusters Score -887628.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -887721.312500 Penalty: 2910.520752
	Iteration 9Q: 3 clusters Score -887721.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -887775.437500 Penalty: 2910.520752
	Iteration 10Q: 3 clusters Score -887775.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -887804.625000 Penalty: 2910.520752
	Iteration 11Q: 3 clusters Score -887804.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -887833.875000 Penalty: 2910.520752
	Iteration 12Q: 3 clusters Score -887833.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -887862.125000 Penalty: 2910.520752
	Iteration 13Q: 3 clusters Score -887862.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -887892.437500 Penalty: 2910.520752
	Iteration 14Q: 3 clusters Score -887892.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -887916.250000 Penalty: 2910.520752
	Iteration 15Q: 3 clusters Score -887916.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -887946.562500 Penalty: 2910.520752
	Iteration 16Q: 3 clusters Score -887946.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -887978.375000 Penalty: 2910.520752
	Iteration 17Q: 3 clusters Score -887978.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -888021.500000 Penalty: 2910.520752
	Iteration 18Q: 3 clusters Score -888021.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -888070.875000 Penalty: 2910.520752
	Iteration 19Q: 3 clusters Score -888070.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -888157.000000 Penalty: 2910.520752
	Iteration 20F: 3 clusters Score -888157 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -888236.062500 Penalty: 2910.520752
	Iteration 21Q: 3 clusters Score -888236.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -888320.875000 Penalty: 2910.520752
	Iteration 22Q: 3 clusters Score -888320.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -888386.562500 Penalty: 2910.520752
	Iteration 23Q: 3 clusters Score -888386.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -888434.125000 Penalty: 2910.520752
	Iteration 24Q: 3 clusters Score -888434.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -888461.062500 Penalty: 2910.520752
	Iteration 25Q: 3 clusters Score -888461.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -888482.937500 Penalty: 2910.520752
	Iteration 26Q: 3 clusters Score -888482.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -888503.750000 Penalty: 2910.520752
	Iteration 27Q: 3 clusters Score -888503.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -888513.250000 Penalty: 2910.520752
	Iteration 28Q: 3 clusters Score -888513.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -888524.125000 Penalty: 2910.520752
	Iteration 29Q: 3 clusters Score -888524.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -888532.875000 Penalty: 2910.520752
	Iteration 30Q: 3 clusters Score -888532.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -888536.500000 Penalty: 2910.520752
	Iteration 31Q: 3 clusters Score -888536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -888540.625000 Penalty: 2910.520752
	Iteration 32Q: 3 clusters Score -888540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -888542.062500 Penalty: 2910.520752
	Iteration 33Q: 3 clusters Score -888542.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -888547.625000 Penalty: 2910.520752
	Iteration 34Q: 3 clusters Score -888547.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -888553.562500 Penalty: 2910.520752
	Iteration 35Q: 3 clusters Score -888553.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -888557.187500 Penalty: 2910.520752
	Iteration 36Q: 3 clusters Score -888557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -888564.312500 Penalty: 2910.520752
	Iteration 37Q: 3 clusters Score -888564.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -888570.500000 Penalty: 2910.520752
	Iteration 38Q: 3 clusters Score -888570.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -888573.812500 Penalty: 2910.520752
	Iteration 39Q: 3 clusters Score -888573.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -888580.625000 Penalty: 2910.520752
	Iteration 40F: 3 clusters Score -888580.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -888589.187500 Penalty: 2910.520752
	Iteration 41Q: 3 clusters Score -888589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -888592.875000 Penalty: 2910.520752
	Iteration 42Q: 3 clusters Score -888592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -888595.375000 Penalty: 2910.520752
	Iteration 43Q: 3 clusters Score -888595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -888597.937500 Penalty: 2910.520752
	Iteration 44Q: 3 clusters Score -888597.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -888600.250000 Penalty: 2910.520752
	Iteration 45Q: 3 clusters Score -888600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -888602.437500 Penalty: 2910.520752
	Iteration 46Q: 3 clusters Score -888602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -888602.062500 Penalty: 2910.520752
	Iteration 47Q: 3 clusters Score -888602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -888603.125000 Penalty: 2910.520752
	Iteration 48Q: 3 clusters Score -888603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -888605.125000 Penalty: 2910.520752
	Iteration 49Q: 3 clusters Score -888605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -888605.125000 Penalty: 2910.520752
	Iteration 50F: 3 clusters Score -888605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -996972.937500 Penalty: 1465.498657
	Iteration 0F: 2 clusters Score -996972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -990976.312500 Penalty: 2930.997314
	Iteration 0F: 3 clusters Score -990976.3 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -992880.125000 Penalty: 2930.997314
	Iteration 1F: 3 clusters Score -992880.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -993098.500000 Penalty: 2930.997314
	Iteration 2F: 3 clusters Score -993098.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -993277.687500 Penalty: 2930.997314
	Iteration 3Q: 3 clusters Score -993277.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -993432.000000 Penalty: 2930.997314
	Iteration 4Q: 3 clusters Score -993432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -993571.875000 Penalty: 2930.997314
	Iteration 5Q: 3 clusters Score -993571.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -993722.812500 Penalty: 2930.997314
	Iteration 6Q: 3 clusters Score -993722.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -993881.500000 Penalty: 2930.997314
	Iteration 7Q: 3 clusters Score -993881.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -994061.062500 Penalty: 2930.997314
	Iteration 8Q: 3 clusters Score -994061.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -994255.812500 Penalty: 2930.997314
	Iteration 9Q: 3 clusters Score -994255.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -994461.437500 Penalty: 2930.997314
	Iteration 10Q: 3 clusters Score -994461.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -994647.937500 Penalty: 2930.997314
	Iteration 11Q: 3 clusters Score -994647.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -994808.687500 Penalty: 2930.997314
	Iteration 12Q: 3 clusters Score -994808.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -994984.500000 Penalty: 2930.997314
	Iteration 13Q: 3 clusters Score -994984.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -995159.937500 Penalty: 2930.997314
	Iteration 14Q: 3 clusters Score -995159.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -995353.625000 Penalty: 2930.997314
	Iteration 15Q: 3 clusters Score -995353.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -995577.812500 Penalty: 2930.997314
	Iteration 16Q: 3 clusters Score -995577.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -995788.250000 Penalty: 2930.997314
	Iteration 17Q: 3 clusters Score -995788.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -995953.937500 Penalty: 2930.997314
	Iteration 18Q: 3 clusters Score -995953.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -996047.625000 Penalty: 2930.997314
	Iteration 19Q: 3 clusters Score -996047.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -996104.937500 Penalty: 2930.997314
	Iteration 20F: 3 clusters Score -996104.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -996139.250000 Penalty: 2930.997314
	Iteration 21Q: 3 clusters Score -996139.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -996157.750000 Penalty: 2930.997314
	Iteration 22Q: 3 clusters Score -996157.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -996169.687500 Penalty: 2930.997314
	Iteration 23Q: 3 clusters Score -996169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -996179.250000 Penalty: 2930.997314
	Iteration 24Q: 3 clusters Score -996179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -996185.687500 Penalty: 2930.997314
	Iteration 25Q: 3 clusters Score -996185.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -996191.625000 Penalty: 2930.997314
	Iteration 26Q: 3 clusters Score -996191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -996195.187500 Penalty: 2930.997314
	Iteration 27Q: 3 clusters Score -996195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -996195.000000 Penalty: 2930.997314
	Iteration 28Q: 3 clusters Score -996195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -996194.937500 Penalty: 2930.997314
	Iteration 29Q: 3 clusters Score -996194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -996198.312500 Penalty: 2930.997314
	Iteration 30Q: 3 clusters Score -996198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -996202.625000 Penalty: 2930.997314
	Iteration 31Q: 3 clusters Score -996202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -996204.750000 Penalty: 2930.997314
	Iteration 32Q: 3 clusters Score -996204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -996210.375000 Penalty: 2930.997314
	Iteration 33Q: 3 clusters Score -996210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -996215.000000 Penalty: 2930.997314
	Iteration 34Q: 3 clusters Score -996215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -996216.937500 Penalty: 2930.997314
	Iteration 35Q: 3 clusters Score -996216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -996217.312500 Penalty: 2930.997314
	Iteration 36Q: 3 clusters Score -996217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -996217.375000 Penalty: 2930.997314
	Iteration 37Q: 3 clusters Score -996217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -996218.625000 Penalty: 2930.997314
	Iteration 38Q: 3 clusters Score -996218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -996218.625000 Penalty: 2930.997314
	Iteration 39F: 3 clusters Score -996218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -114430.984375 Penalty: 1127.471191
	Iteration 0F: 2 clusters Score -114431 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 475 members 
Entering Unmasked Estep 
Score: -113006.476562 Penalty: 2254.942383
	Iteration 0F: 3 clusters Score -113006.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113313.828125 Penalty: 2254.942383
	Iteration 1F: 3 clusters Score -113313.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113420.226562 Penalty: 2254.942383
	Iteration 2F: 3 clusters Score -113420.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113514.859375 Penalty: 2254.942383
	Iteration 3F: 3 clusters Score -113514.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113637.265625 Penalty: 2254.942383
	Iteration 4F: 3 clusters Score -113637.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113771.421875 Penalty: 2254.942383
	Iteration 5Q: 3 clusters Score -113771.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -113922.390625 Penalty: 2254.942383
	Iteration 6F: 3 clusters Score -113922.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114073.320312 Penalty: 2254.942383
	Iteration 7Q: 3 clusters Score -114073.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114272.250000 Penalty: 2254.942383
	Iteration 8F: 3 clusters Score -114272.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -114477.304688 Penalty: 2254.942383
	Iteration 9Q: 3 clusters Score -114477.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114665.804688 Penalty: 2254.942383
	Iteration 10Q: 3 clusters Score -114665.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -114771.125000 Penalty: 2254.942383
	Iteration 11Q: 3 clusters Score -114771.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114820.789062 Penalty: 2254.942383
	Iteration 12Q: 3 clusters Score -114820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114835.031250 Penalty: 2254.942383
	Iteration 13Q: 3 clusters Score -114835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114838.242188 Penalty: 2254.942383
	Iteration 14Q: 3 clusters Score -114838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114839.398438 Penalty: 2254.942383
	Iteration 15Q: 3 clusters Score -114839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114840.820312 Penalty: 2254.942383
	Iteration 16Q: 3 clusters Score -114840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114840.820312 Penalty: 2254.942383
	Iteration 17F: 3 clusters Score -114840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 494 members 
Entering Unmasked Estep 
Score: -141728720.000000 Penalty: 83940.617188
Splitting cluster 6 changes total score from -141729712.000000 to -141728720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -146146.593750 Penalty: 1164.768921
	Iteration 0F: 2 clusters Score -146146.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144531.281250 Penalty: 2329.537842
	Iteration 0F: 3 clusters Score -144531.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144921.250000 Penalty: 2329.537842
	Iteration 1F: 3 clusters Score -144921.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145042.046875 Penalty: 2329.537842
	Iteration 2F: 3 clusters Score -145042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145116.218750 Penalty: 2329.537842
	Iteration 3Q: 3 clusters Score -145116.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145205.890625 Penalty: 2329.537842
	Iteration 4F: 3 clusters Score -145205.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145330.406250 Penalty: 2329.537842
	Iteration 5F: 3 clusters Score -145330.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -145485.156250 Penalty: 2329.537842
	Iteration 6F: 3 clusters Score -145485.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145581.015625 Penalty: 2329.537842
	Iteration 7F: 3 clusters Score -145581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -145642.078125 Penalty: 2329.537842
	Iteration 8Q: 3 clusters Score -145642.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -145688.250000 Penalty: 2329.537842
	Iteration 9Q: 3 clusters Score -145688.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -145728.406250 Penalty: 2329.537842
	Iteration 10Q: 3 clusters Score -145728.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -145746.796875 Penalty: 2329.537842
	Iteration 11Q: 3 clusters Score -145746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -145751.375000 Penalty: 2329.537842
	Iteration 12Q: 3 clusters Score -145751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145755.625000 Penalty: 2329.537842
	Iteration 13Q: 3 clusters Score -145755.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -145758.984375 Penalty: 2329.537842
	Iteration 14Q: 3 clusters Score -145759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -145759.062500 Penalty: 2329.537842
	Iteration 15Q: 3 clusters Score -145759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -145759.062500 Penalty: 2329.537842
	Iteration 16F: 3 clusters Score -145759.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1238935.875000 Penalty: 1497.636230
	Iteration 0F: 2 clusters Score -1238936 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 5045 members 
Entering Unmasked Estep 
Score: -1231695.500000 Penalty: 2995.272461
	Iteration 0F: 3 clusters Score -1231696 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1234076.500000 Penalty: 2995.272461
	Iteration 1F: 3 clusters Score -1234076 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1234408.750000 Penalty: 2995.272461
	Iteration 2F: 3 clusters Score -1234409 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1234758.375000 Penalty: 2995.272461
	Iteration 3F: 3 clusters Score -1234758 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1235141.000000 Penalty: 2995.272461
	Iteration 4F: 3 clusters Score -1235141 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1235534.375000 Penalty: 2995.272461
	Iteration 5F: 3 clusters Score -1235534 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1235912.625000 Penalty: 2995.272461
	Iteration 6F: 3 clusters Score -1235913 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1236258.750000 Penalty: 2995.272461
	Iteration 7F: 3 clusters Score -1236259 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1236605.750000 Penalty: 2995.272461
	Iteration 8F: 3 clusters Score -1236606 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1236973.375000 Penalty: 2995.272461
	Iteration 9Q: 3 clusters Score -1236973 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1237320.875000 Penalty: 2995.272461
	Iteration 10Q: 3 clusters Score -1237321 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1237554.875000 Penalty: 2995.272461
	Iteration 11Q: 3 clusters Score -1237555 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1237745.875000 Penalty: 2995.272461
	Iteration 12Q: 3 clusters Score -1237746 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1237887.750000 Penalty: 2995.272461
	Iteration 13Q: 3 clusters Score -1237888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1237999.250000 Penalty: 2995.272461
	Iteration 14Q: 3 clusters Score -1237999 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1238077.250000 Penalty: 2995.272461
	Iteration 15Q: 3 clusters Score -1238077 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1238112.750000 Penalty: 2995.272461
	Iteration 16Q: 3 clusters Score -1238113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1238143.875000 Penalty: 2995.272461
	Iteration 17Q: 3 clusters Score -1238144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1238177.875000 Penalty: 2995.272461
	Iteration 18Q: 3 clusters Score -1238178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1238208.500000 Penalty: 2995.272461
	Iteration 19Q: 3 clusters Score -1238208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1238244.625000 Penalty: 2995.272461
	Iteration 20F: 3 clusters Score -1238245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1238278.875000 Penalty: 2995.272461
	Iteration 21Q: 3 clusters Score -1238279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1238306.250000 Penalty: 2995.272461
	Iteration 22Q: 3 clusters Score -1238306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1238334.625000 Penalty: 2995.272461
	Iteration 23Q: 3 clusters Score -1238335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1238359.625000 Penalty: 2995.272461
	Iteration 24Q: 3 clusters Score -1238360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1238382.000000 Penalty: 2995.272461
	Iteration 25Q: 3 clusters Score -1238382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1238397.500000 Penalty: 2995.272461
	Iteration 26Q: 3 clusters Score -1238398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1238403.750000 Penalty: 2995.272461
	Iteration 27Q: 3 clusters Score -1238404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1238405.625000 Penalty: 2995.272461
	Iteration 28Q: 3 clusters Score -1238406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1238408.750000 Penalty: 2995.272461
	Iteration 29Q: 3 clusters Score -1238409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1238409.625000 Penalty: 2995.272461
	Iteration 30Q: 3 clusters Score -1238410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1238411.250000 Penalty: 2995.272461
	Iteration 31Q: 3 clusters Score -1238411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1238414.625000 Penalty: 2995.272461
	Iteration 32Q: 3 clusters Score -1238415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1238419.250000 Penalty: 2995.272461
	Iteration 33Q: 3 clusters Score -1238419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1238422.250000 Penalty: 2995.272461
	Iteration 34Q: 3 clusters Score -1238422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1238422.500000 Penalty: 2995.272461
	Iteration 35Q: 3 clusters Score -1238422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1238424.250000 Penalty: 2995.272461
	Iteration 36Q: 3 clusters Score -1238424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1238426.000000 Penalty: 2995.272461
	Iteration 37Q: 3 clusters Score -1238426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1238426.750000 Penalty: 2995.272461
	Iteration 38Q: 3 clusters Score -1238427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1238426.250000 Penalty: 2995.272461
	Iteration 39Q: 3 clusters Score -1238426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1238426.375000 Penalty: 2995.272461
	Iteration 40F: 3 clusters Score -1238426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1709056.750000 Penalty: 1550.565796
	Iteration 0F: 2 clusters Score -1709057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1699416.250000 Penalty: 3101.131592
	Iteration 0F: 3 clusters Score -1699416 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1702791.750000 Penalty: 3101.131592
	Iteration 1F: 3 clusters Score -1702792 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1703198.250000 Penalty: 3101.131592
	Iteration 2F: 3 clusters Score -1703198 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1703657.625000 Penalty: 3101.131592
	Iteration 3F: 3 clusters Score -1703658 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1704215.125000 Penalty: 3101.131592
	Iteration 4F: 3 clusters Score -1704215 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1704865.000000 Penalty: 3101.131592
	Iteration 5F: 3 clusters Score -1704865 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1705509.125000 Penalty: 3101.131592
	Iteration 6F: 3 clusters Score -1705509 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1706170.875000 Penalty: 3101.131592
	Iteration 7F: 3 clusters Score -1706171 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1706779.875000 Penalty: 3101.131592
	Iteration 8F: 3 clusters Score -1706780 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1707289.250000 Penalty: 3101.131592
	Iteration 9Q: 3 clusters Score -1707289 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1707589.875000 Penalty: 3101.131592
	Iteration 10Q: 3 clusters Score -1707590 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1707813.125000 Penalty: 3101.131592
	Iteration 11Q: 3 clusters Score -1707813 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1707981.750000 Penalty: 3101.131592
	Iteration 12Q: 3 clusters Score -1707982 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1708103.625000 Penalty: 3101.131592
	Iteration 13Q: 3 clusters Score -1708104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1708195.250000 Penalty: 3101.131592
	Iteration 14Q: 3 clusters Score -1708195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1708269.750000 Penalty: 3101.131592
	Iteration 15Q: 3 clusters Score -1708270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1708319.375000 Penalty: 3101.131592
	Iteration 16Q: 3 clusters Score -1708319 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1708347.375000 Penalty: 3101.131592
	Iteration 17Q: 3 clusters Score -1708347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1708374.500000 Penalty: 3101.131592
	Iteration 18Q: 3 clusters Score -1708374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1708390.125000 Penalty: 3101.131592
	Iteration 19Q: 3 clusters Score -1708390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1708398.875000 Penalty: 3101.131592
	Iteration 20F: 3 clusters Score -1708399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1708405.875000 Penalty: 3101.131592
	Iteration 21Q: 3 clusters Score -1708406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1708408.500000 Penalty: 3101.131592
	Iteration 22Q: 3 clusters Score -1708408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1708414.000000 Penalty: 3101.131592
	Iteration 23Q: 3 clusters Score -1708414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1708417.250000 Penalty: 3101.131592
	Iteration 24Q: 3 clusters Score -1708417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1708417.625000 Penalty: 3101.131592
	Iteration 25Q: 3 clusters Score -1708418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1708418.250000 Penalty: 3101.131592
	Iteration 26Q: 3 clusters Score -1708418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1708420.250000 Penalty: 3101.131592
	Iteration 27Q: 3 clusters Score -1708420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1708425.500000 Penalty: 3101.131592
	Iteration 28Q: 3 clusters Score -1708426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1708425.875000 Penalty: 3101.131592
	Iteration 29Q: 3 clusters Score -1708426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1708426.125000 Penalty: 3101.131592
	Iteration 30Q: 3 clusters Score -1708426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1708424.500000 Penalty: 3101.131592
	Iteration 31Q: 3 clusters Score -1708424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1708424.625000 Penalty: 3101.131592
	Iteration 32Q: 3 clusters Score -1708425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1708425.125000 Penalty: 3101.131592
	Iteration 33Q: 3 clusters Score -1708425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1708425.125000 Penalty: 3101.131592
	Iteration 34F: 3 clusters Score -1708425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119118 members 
Entering Unmasked Estep 
Score: -15003388.000000 Penalty: 1899.278931
	Iteration 0F: 2 clusters Score -1.500339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -14927323.000000 Penalty: 3798.557861
	Iteration 0F: 3 clusters Score -1.492732e+07 nChanged 57088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -14959987.000000 Penalty: 3798.557861
	Iteration 1F: 3 clusters Score -1.495999e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -14960860.000000 Penalty: 3798.557861
	Iteration 2Q: 3 clusters Score -1.496086e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -14961974.000000 Penalty: 3798.557861
	Iteration 3Q: 3 clusters Score -1.496197e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -14964278.000000 Penalty: 3798.557861
	Iteration 4Q: 3 clusters Score -1.496428e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -14968696.000000 Penalty: 3798.557861
	Iteration 5F: 3 clusters Score -1.49687e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -14976522.000000 Penalty: 3798.557861
	Iteration 6F: 3 clusters Score -1.497652e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -14987221.000000 Penalty: 3798.557861
	Iteration 7F: 3 clusters Score -1.498722e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110641 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -14995893.000000 Penalty: 3798.557861
	Iteration 8F: 3 clusters Score -1.499589e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -14999915.000000 Penalty: 3798.557861
	Iteration 9Q: 3 clusters Score -1.499992e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117997 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15001214.000000 Penalty: 3798.557861
	Iteration 10Q: 3 clusters Score -1.500121e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118642 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15001566.000000 Penalty: 3798.557861
	Iteration 11Q: 3 clusters Score -1.500157e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15001686.000000 Penalty: 3798.557861
	Iteration 12Q: 3 clusters Score -1.500169e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15001761.000000 Penalty: 3798.557861
	Iteration 13Q: 3 clusters Score -1.500176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118903 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15001813.000000 Penalty: 3798.557861
	Iteration 14Q: 3 clusters Score -1.500181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15001827.000000 Penalty: 3798.557861
	Iteration 15Q: 3 clusters Score -1.500183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15001858.000000 Penalty: 3798.557861
	Iteration 16Q: 3 clusters Score -1.500186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15001877.000000 Penalty: 3798.557861
	Iteration 17Q: 3 clusters Score -1.500188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15001885.000000 Penalty: 3798.557861
	Iteration 18Q: 3 clusters Score -1.500188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15001884.000000 Penalty: 3798.557861
	Iteration 19Q: 3 clusters Score -1.500188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15001890.000000 Penalty: 3798.557861
	Iteration 20F: 3 clusters Score -1.500189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15001884.000000 Penalty: 3798.557861
	Iteration 21Q: 3 clusters Score -1.500188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15001893.000000 Penalty: 3798.557861
	Iteration 22Q: 3 clusters Score -1.500189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15001897.000000 Penalty: 3798.557861
	Iteration 23Q: 3 clusters Score -1.50019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15001896.000000 Penalty: 3798.557861
	Iteration 24Q: 3 clusters Score -1.50019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15001907.000000 Penalty: 3798.557861
	Iteration 25Q: 3 clusters Score -1.500191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15001916.000000 Penalty: 3798.557861
	Iteration 26Q: 3 clusters Score -1.500192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15001918.000000 Penalty: 3798.557861
	Iteration 27Q: 3 clusters Score -1.500192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15001920.000000 Penalty: 3798.557861
	Iteration 28Q: 3 clusters Score -1.500192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15001924.000000 Penalty: 3798.557861
	Iteration 29Q: 3 clusters Score -1.500192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15001924.000000 Penalty: 3798.557861
	Iteration 30F: 3 clusters Score -1.500192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -69424.218750 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -69424.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68354.960938 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -68354.96 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69030.523438 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -69030.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69390.507812 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -69390.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69617.726562 Penalty: 2148.038574
	Iteration 3F: 3 clusters Score -69617.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -69701.929688 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -69701.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69749.054688 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -69749.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69782.914062 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -69782.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69808.921875 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -69808.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69825.039062 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -69825.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69851.828125 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -69851.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69871.125000 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -69871.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69880.054688 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -69880.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69888.187500 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -69888.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69897.687500 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -69897.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69905.859375 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -69905.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69919.710938 Penalty: 2148.038574
	Iteration 15Q: 3 clusters Score -69919.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69931.039062 Penalty: 2148.038574
	Iteration 16Q: 3 clusters Score -69931.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69935.234375 Penalty: 2148.038574
	Iteration 17Q: 3 clusters Score -69935.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69939.351562 Penalty: 2148.038574
	Iteration 18Q: 3 clusters Score -69939.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69947.515625 Penalty: 2148.038574
	Iteration 19Q: 3 clusters Score -69947.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69954.687500 Penalty: 2148.038574
	Iteration 20F: 3 clusters Score -69954.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69962.906250 Penalty: 2148.038574
	Iteration 21Q: 3 clusters Score -69962.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69965.710938 Penalty: 2148.038574
	Iteration 22Q: 3 clusters Score -69965.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69968.515625 Penalty: 2148.038574
	Iteration 23Q: 3 clusters Score -69968.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69968.914062 Penalty: 2148.038574
	Iteration 24Q: 3 clusters Score -69968.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69968.914062 Penalty: 2148.038574
	Iteration 25F: 3 clusters Score -69968.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 341 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 401 members 
Entering Unmasked Estep 
Score: -141728608.000000 Penalty: 83940.617188
Splitting cluster 11 changes total score from -141729712.000000 to -141728608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (100391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Entering Unmasked Estep 
Score: -12414254.000000 Penalty: 1871.484497
	Iteration 0F: 2 clusters Score -1.241425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -12348689.000000 Penalty: 3742.968994
	Iteration 0F: 3 clusters Score -1.234869e+07 nChanged 47945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -12377150.000000 Penalty: 3742.968994
	Iteration 1F: 3 clusters Score -1.237715e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -12379261.000000 Penalty: 3742.968994
	Iteration 2Q: 3 clusters Score -1.237926e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -12382695.000000 Penalty: 3742.968994
	Iteration 3F: 3 clusters Score -1.23827e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -12388106.000000 Penalty: 3742.968994
	Iteration 4F: 3 clusters Score -1.238811e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -12394599.000000 Penalty: 3742.968994
	Iteration 5F: 3 clusters Score -1.23946e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -12401428.000000 Penalty: 3742.968994
	Iteration 6F: 3 clusters Score -1.240143e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -12406992.000000 Penalty: 3742.968994
	Iteration 7F: 3 clusters Score -1.240699e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -12410025.000000 Penalty: 3742.968994
	Iteration 8Q: 3 clusters Score -1.241002e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -12411548.000000 Penalty: 3742.968994
	Iteration 9Q: 3 clusters Score -1.241155e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -12412319.000000 Penalty: 3742.968994
	Iteration 10Q: 3 clusters Score -1.241232e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -12412635.000000 Penalty: 3742.968994
	Iteration 11Q: 3 clusters Score -1.241264e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -12412774.000000 Penalty: 3742.968994
	Iteration 12Q: 3 clusters Score -1.241277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -12412861.000000 Penalty: 3742.968994
	Iteration 13Q: 3 clusters Score -1.241286e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -12412922.000000 Penalty: 3742.968994
	Iteration 14Q: 3 clusters Score -1.241292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -12412968.000000 Penalty: 3742.968994
	Iteration 15Q: 3 clusters Score -1.241297e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -12413043.000000 Penalty: 3742.968994
	Iteration 16Q: 3 clusters Score -1.241304e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -12413077.000000 Penalty: 3742.968994
	Iteration 17Q: 3 clusters Score -1.241308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -12413095.000000 Penalty: 3742.968994
	Iteration 18Q: 3 clusters Score -1.24131e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -12413123.000000 Penalty: 3742.968994
	Iteration 19Q: 3 clusters Score -1.241312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -12413129.000000 Penalty: 3742.968994
	Iteration 20F: 3 clusters Score -1.241313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -12413144.000000 Penalty: 3742.968994
	Iteration 21Q: 3 clusters Score -1.241314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -12413154.000000 Penalty: 3742.968994
	Iteration 22Q: 3 clusters Score -1.241315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -12413157.000000 Penalty: 3742.968994
	Iteration 23Q: 3 clusters Score -1.241316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -12413165.000000 Penalty: 3742.968994
	Iteration 24Q: 3 clusters Score -1.241316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -12413178.000000 Penalty: 3742.968994
	Iteration 25Q: 3 clusters Score -1.241318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 99848 members 
Entering Unmasked Estep 
Score: -12413188.000000 Penalty: 3742.968994
	Iteration 26Q: 3 clusters Score -1.241319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -12413204.000000 Penalty: 3742.968994
	Iteration 27Q: 3 clusters Score -1.24132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -12413202.000000 Penalty: 3742.968994
	Iteration 28Q: 3 clusters Score -1.24132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -12413211.000000 Penalty: 3742.968994
	Iteration 29Q: 3 clusters Score -1.241321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -12413209.000000 Penalty: 3742.968994
	Iteration 30Q: 3 clusters Score -1.241321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -12413211.000000 Penalty: 3742.968994
	Iteration 31Q: 3 clusters Score -1.241321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -12413213.000000 Penalty: 3742.968994
	Iteration 32Q: 3 clusters Score -1.241321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -12413213.000000 Penalty: 3742.968994
	Iteration 33F: 3 clusters Score -1.241321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Entering Unmasked Estep 
Score: -955139.000000 Penalty: 1453.595337
	Iteration 0F: 2 clusters Score -955139 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 3840 members 
Entering Unmasked Estep 
Score: -949516.687500 Penalty: 2907.190674
	Iteration 0F: 3 clusters Score -949516.7 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -951165.625000 Penalty: 2907.190674
	Iteration 1F: 3 clusters Score -951165.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -951355.187500 Penalty: 2907.190674
	Iteration 2F: 3 clusters Score -951355.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -951493.437500 Penalty: 2907.190674
	Iteration 3Q: 3 clusters Score -951493.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -951614.187500 Penalty: 2907.190674
	Iteration 4Q: 3 clusters Score -951614.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -951710.312500 Penalty: 2907.190674
	Iteration 5Q: 3 clusters Score -951710.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -951790.000000 Penalty: 2907.190674
	Iteration 6Q: 3 clusters Score -951790 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -951868.687500 Penalty: 2907.190674
	Iteration 7Q: 3 clusters Score -951868.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -951940.062500 Penalty: 2907.190674
	Iteration 8Q: 3 clusters Score -951940.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -952023.625000 Penalty: 2907.190674
	Iteration 9Q: 3 clusters Score -952023.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -952097.937500 Penalty: 2907.190674
	Iteration 10Q: 3 clusters Score -952097.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -952186.500000 Penalty: 2907.190674
	Iteration 11Q: 3 clusters Score -952186.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -952302.000000 Penalty: 2907.190674
	Iteration 12Q: 3 clusters Score -952302 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -952433.062500 Penalty: 2907.190674
	Iteration 13Q: 3 clusters Score -952433.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -952568.687500 Penalty: 2907.190674
	Iteration 14Q: 3 clusters Score -952568.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -952693.125000 Penalty: 2907.190674
	Iteration 15Q: 3 clusters Score -952693.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -952801.937500 Penalty: 2907.190674
	Iteration 16Q: 3 clusters Score -952801.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -952917.875000 Penalty: 2907.190674
	Iteration 17Q: 3 clusters Score -952917.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -953039.437500 Penalty: 2907.190674
	Iteration 18Q: 3 clusters Score -953039.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -953140.250000 Penalty: 2907.190674
	Iteration 19Q: 3 clusters Score -953140.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -953230.875000 Penalty: 2907.190674
	Iteration 20F: 3 clusters Score -953230.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -953327.937500 Penalty: 2907.190674
	Iteration 21Q: 3 clusters Score -953327.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -953419.750000 Penalty: 2907.190674
	Iteration 22Q: 3 clusters Score -953419.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -953489.937500 Penalty: 2907.190674
	Iteration 23Q: 3 clusters Score -953489.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -953542.125000 Penalty: 2907.190674
	Iteration 24Q: 3 clusters Score -953542.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -953581.000000 Penalty: 2907.190674
	Iteration 25Q: 3 clusters Score -953581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -953621.687500 Penalty: 2907.190674
	Iteration 26Q: 3 clusters Score -953621.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -953656.000000 Penalty: 2907.190674
	Iteration 27Q: 3 clusters Score -953656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -953678.937500 Penalty: 2907.190674
	Iteration 28Q: 3 clusters Score -953678.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -953696.125000 Penalty: 2907.190674
	Iteration 29Q: 3 clusters Score -953696.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -953710.500000 Penalty: 2907.190674
	Iteration 30Q: 3 clusters Score -953710.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -953720.250000 Penalty: 2907.190674
	Iteration 31Q: 3 clusters Score -953720.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -953731.875000 Penalty: 2907.190674
	Iteration 32Q: 3 clusters Score -953731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -953738.750000 Penalty: 2907.190674
	Iteration 33Q: 3 clusters Score -953738.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -953746.937500 Penalty: 2907.190674
	Iteration 34Q: 3 clusters Score -953746.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -953753.875000 Penalty: 2907.190674
	Iteration 35Q: 3 clusters Score -953753.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -953764.875000 Penalty: 2907.190674
	Iteration 36Q: 3 clusters Score -953764.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -953778.312500 Penalty: 2907.190674
	Iteration 37Q: 3 clusters Score -953778.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -953789.875000 Penalty: 2907.190674
	Iteration 38Q: 3 clusters Score -953789.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -953807.437500 Penalty: 2907.190674
	Iteration 39Q: 3 clusters Score -953807.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -953816.187500 Penalty: 2907.190674
	Iteration 40F: 3 clusters Score -953816.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -953823.000000 Penalty: 2907.190674
	Iteration 41Q: 3 clusters Score -953823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -953832.937500 Penalty: 2907.190674
	Iteration 42Q: 3 clusters Score -953832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -953838.375000 Penalty: 2907.190674
	Iteration 43Q: 3 clusters Score -953838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -953839.187500 Penalty: 2907.190674
	Iteration 44Q: 3 clusters Score -953839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -953842.062500 Penalty: 2907.190674
	Iteration 45Q: 3 clusters Score -953842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -953845.000000 Penalty: 2907.190674
	Iteration 46Q: 3 clusters Score -953845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -953845.875000 Penalty: 2907.190674
	Iteration 47Q: 3 clusters Score -953845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -953844.562500 Penalty: 2907.190674
	Iteration 48Q: 3 clusters Score -953844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -953844.562500 Penalty: 2907.190674
	Iteration 49F: 3 clusters Score -953844.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -530550.812500 Penalty: 1365.544800
	Iteration 0F: 2 clusters Score -530550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -526944.125000 Penalty: 2731.089600
	Iteration 0F: 3 clusters Score -526944.1 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -528029.875000 Penalty: 2731.089600
	Iteration 1F: 3 clusters Score -528029.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -528518.375000 Penalty: 2731.089600
	Iteration 2F: 3 clusters Score -528518.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -529124.125000 Penalty: 2731.089600
	Iteration 3F: 3 clusters Score -529124.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -529614.812500 Penalty: 2731.089600
	Iteration 4F: 3 clusters Score -529614.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -529895.500000 Penalty: 2731.089600
	Iteration 5F: 3 clusters Score -529895.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -530038.750000 Penalty: 2731.089600
	Iteration 6Q: 3 clusters Score -530038.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -530133.812500 Penalty: 2731.089600
	Iteration 7Q: 3 clusters Score -530133.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -530190.812500 Penalty: 2731.089600
	Iteration 8Q: 3 clusters Score -530190.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -530221.312500 Penalty: 2731.089600
	Iteration 9Q: 3 clusters Score -530221.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -530239.312500 Penalty: 2731.089600
	Iteration 10Q: 3 clusters Score -530239.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -530250.625000 Penalty: 2731.089600
	Iteration 11Q: 3 clusters Score -530250.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -530260.687500 Penalty: 2731.089600
	Iteration 12Q: 3 clusters Score -530260.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -530269.437500 Penalty: 2731.089600
	Iteration 13Q: 3 clusters Score -530269.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -530274.437500 Penalty: 2731.089600
	Iteration 14Q: 3 clusters Score -530274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -530278.000000 Penalty: 2731.089600
	Iteration 15Q: 3 clusters Score -530278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -530281.687500 Penalty: 2731.089600
	Iteration 16Q: 3 clusters Score -530281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -530285.375000 Penalty: 2731.089600
	Iteration 17Q: 3 clusters Score -530285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -530285.625000 Penalty: 2731.089600
	Iteration 18Q: 3 clusters Score -530285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -530285.625000 Penalty: 2731.089600
	Iteration 19F: 3 clusters Score -530285.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Entering Unmasked Estep 
Score: -1248349.500000 Penalty: 1500.454834
	Iteration 0F: 2 clusters Score -1248350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1241036.375000 Penalty: 3000.909668
	Iteration 0F: 3 clusters Score -1241036 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1243399.750000 Penalty: 3000.909668
	Iteration 1F: 3 clusters Score -1243400 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1243681.625000 Penalty: 3000.909668
	Iteration 2F: 3 clusters Score -1243682 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1243981.000000 Penalty: 3000.909668
	Iteration 3F: 3 clusters Score -1243981 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1244309.750000 Penalty: 3000.909668
	Iteration 4F: 3 clusters Score -1244310 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1244755.875000 Penalty: 3000.909668
	Iteration 5F: 3 clusters Score -1244756 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1245147.000000 Penalty: 3000.909668
	Iteration 6F: 3 clusters Score -1245147 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1245446.000000 Penalty: 3000.909668
	Iteration 7Q: 3 clusters Score -1245446 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1245674.125000 Penalty: 3000.909668
	Iteration 8Q: 3 clusters Score -1245674 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1245856.875000 Penalty: 3000.909668
	Iteration 9Q: 3 clusters Score -1245857 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1246024.750000 Penalty: 3000.909668
	Iteration 10Q: 3 clusters Score -1246025 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1246156.250000 Penalty: 3000.909668
	Iteration 11Q: 3 clusters Score -1246156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1246248.125000 Penalty: 3000.909668
	Iteration 12Q: 3 clusters Score -1246248 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1246314.750000 Penalty: 3000.909668
	Iteration 13Q: 3 clusters Score -1246315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1246363.875000 Penalty: 3000.909668
	Iteration 14Q: 3 clusters Score -1246364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1246402.375000 Penalty: 3000.909668
	Iteration 15Q: 3 clusters Score -1246402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1246434.500000 Penalty: 3000.909668
	Iteration 16Q: 3 clusters Score -1246434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1246458.875000 Penalty: 3000.909668
	Iteration 17Q: 3 clusters Score -1246459 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1246488.125000 Penalty: 3000.909668
	Iteration 18Q: 3 clusters Score -1246488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1246514.625000 Penalty: 3000.909668
	Iteration 19Q: 3 clusters Score -1246515 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1246542.125000 Penalty: 3000.909668
	Iteration 20F: 3 clusters Score -1246542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1246561.875000 Penalty: 3000.909668
	Iteration 21Q: 3 clusters Score -1246562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1246580.000000 Penalty: 3000.909668
	Iteration 22Q: 3 clusters Score -1246580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1246600.500000 Penalty: 3000.909668
	Iteration 23Q: 3 clusters Score -1246600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1246620.125000 Penalty: 3000.909668
	Iteration 24Q: 3 clusters Score -1246620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1246644.250000 Penalty: 3000.909668
	Iteration 25Q: 3 clusters Score -1246644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1246669.750000 Penalty: 3000.909668
	Iteration 26Q: 3 clusters Score -1246670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1246689.000000 Penalty: 3000.909668
	Iteration 27Q: 3 clusters Score -1246689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1246713.750000 Penalty: 3000.909668
	Iteration 28Q: 3 clusters Score -1246714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1246739.375000 Penalty: 3000.909668
	Iteration 29Q: 3 clusters Score -1246739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1246764.875000 Penalty: 3000.909668
	Iteration 30Q: 3 clusters Score -1246765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1246795.000000 Penalty: 3000.909668
	Iteration 31Q: 3 clusters Score -1246795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1246821.750000 Penalty: 3000.909668
	Iteration 32Q: 3 clusters Score -1246822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1246842.875000 Penalty: 3000.909668
	Iteration 33Q: 3 clusters Score -1246843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1246867.500000 Penalty: 3000.909668
	Iteration 34Q: 3 clusters Score -1246868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1246892.500000 Penalty: 3000.909668
	Iteration 35Q: 3 clusters Score -1246892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1246916.125000 Penalty: 3000.909668
	Iteration 36Q: 3 clusters Score -1246916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1246940.250000 Penalty: 3000.909668
	Iteration 37Q: 3 clusters Score -1246940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1246968.250000 Penalty: 3000.909668
	Iteration 38Q: 3 clusters Score -1246968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1246988.375000 Penalty: 3000.909668
	Iteration 39Q: 3 clusters Score -1246988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1247011.500000 Penalty: 3000.909668
	Iteration 40F: 3 clusters Score -1247012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1247045.750000 Penalty: 3000.909668
	Iteration 41Q: 3 clusters Score -1247046 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1247088.125000 Penalty: 3000.909668
	Iteration 42Q: 3 clusters Score -1247088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1247132.750000 Penalty: 3000.909668
	Iteration 43Q: 3 clusters Score -1247133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1247178.625000 Penalty: 3000.909668
	Iteration 44Q: 3 clusters Score -1247179 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1247229.625000 Penalty: 3000.909668
	Iteration 45Q: 3 clusters Score -1247230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1247297.875000 Penalty: 3000.909668
	Iteration 46Q: 3 clusters Score -1247298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1247385.625000 Penalty: 3000.909668
	Iteration 47Q: 3 clusters Score -1247386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1247472.750000 Penalty: 3000.909668
	Iteration 48Q: 3 clusters Score -1247473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1247542.125000 Penalty: 3000.909668
	Iteration 49Q: 3 clusters Score -1247542 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1247590.250000 Penalty: 3000.909668
	Iteration 50Q: 3 clusters Score -1247590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1247632.875000 Penalty: 3000.909668
	Iteration 51Q: 3 clusters Score -1247633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1247667.750000 Penalty: 3000.909668
	Iteration 52Q: 3 clusters Score -1247668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1247696.250000 Penalty: 3000.909668
	Iteration 53Q: 3 clusters Score -1247696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1247714.625000 Penalty: 3000.909668
	Iteration 54Q: 3 clusters Score -1247715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1247729.375000 Penalty: 3000.909668
	Iteration 55Q: 3 clusters Score -1247729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1247743.250000 Penalty: 3000.909668
	Iteration 56Q: 3 clusters Score -1247743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1247746.750000 Penalty: 3000.909668
	Iteration 57Q: 3 clusters Score -1247747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1247748.750000 Penalty: 3000.909668
	Iteration 58Q: 3 clusters Score -1247749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1247750.750000 Penalty: 3000.909668
	Iteration 59Q: 3 clusters Score -1247751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1247754.750000 Penalty: 3000.909668
	Iteration 60F: 3 clusters Score -1247755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1247755.250000 Penalty: 3000.909668
	Iteration 61Q: 3 clusters Score -1247755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1247756.500000 Penalty: 3000.909668
	Iteration 62Q: 3 clusters Score -1247756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1247760.750000 Penalty: 3000.909668
	Iteration 63Q: 3 clusters Score -1247761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1247766.625000 Penalty: 3000.909668
	Iteration 64Q: 3 clusters Score -1247767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1247766.375000 Penalty: 3000.909668
	Iteration 65Q: 3 clusters Score -1247766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1247768.000000 Penalty: 3000.909668
	Iteration 66Q: 3 clusters Score -1247768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1247768.375000 Penalty: 3000.909668
	Iteration 67Q: 3 clusters Score -1247768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1247767.875000 Penalty: 3000.909668
	Iteration 68Q: 3 clusters Score -1247768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1247771.000000 Penalty: 3000.909668
	Iteration 69Q: 3 clusters Score -1247771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1247771.000000 Penalty: 3000.909668
	Iteration 70F: 3 clusters Score -1247771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (129700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129700 members 
Entering Unmasked Estep 
Score: -16397375.000000 Penalty: 1913.109253
	Iteration 0F: 2 clusters Score -1.639738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -16317774.000000 Penalty: 3826.218506
	Iteration 0F: 3 clusters Score -1.631777e+07 nChanged 62609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -16354364.000000 Penalty: 3826.218506
	Iteration 1F: 3 clusters Score -1.635436e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -16355474.000000 Penalty: 3826.218506
	Iteration 2Q: 3 clusters Score -1.635547e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -16356773.000000 Penalty: 3826.218506
	Iteration 3Q: 3 clusters Score -1.635677e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -16359238.000000 Penalty: 3826.218506
	Iteration 4Q: 3 clusters Score -1.635924e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -16363526.000000 Penalty: 3826.218506
	Iteration 5F: 3 clusters Score -1.636353e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -16370413.000000 Penalty: 3826.218506
	Iteration 6F: 3 clusters Score -1.637041e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -16380449.000000 Penalty: 3826.218506
	Iteration 7F: 3 clusters Score -1.638045e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -16389388.000000 Penalty: 3826.218506
	Iteration 8F: 3 clusters Score -1.638939e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125018 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -16393720.000000 Penalty: 3826.218506
	Iteration 9F: 3 clusters Score -1.639372e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128270 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16395070.000000 Penalty: 3826.218506
	Iteration 10Q: 3 clusters Score -1.639507e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16395477.000000 Penalty: 3826.218506
	Iteration 11Q: 3 clusters Score -1.639548e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129462 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16395596.000000 Penalty: 3826.218506
	Iteration 12Q: 3 clusters Score -1.63956e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16395641.000000 Penalty: 3826.218506
	Iteration 13Q: 3 clusters Score -1.639564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129539 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16395692.000000 Penalty: 3826.218506
	Iteration 14Q: 3 clusters Score -1.639569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16395710.000000 Penalty: 3826.218506
	Iteration 15Q: 3 clusters Score -1.639571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16395729.000000 Penalty: 3826.218506
	Iteration 16Q: 3 clusters Score -1.639573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16395745.000000 Penalty: 3826.218506
	Iteration 17Q: 3 clusters Score -1.639574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129560 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16395738.000000 Penalty: 3826.218506
	Iteration 18Q: 3 clusters Score -1.639574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129563 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16395752.000000 Penalty: 3826.218506
	Iteration 19Q: 3 clusters Score -1.639575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129565 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16395751.000000 Penalty: 3826.218506
	Iteration 20F: 3 clusters Score -1.639575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Entering Unmasked Estep 
Score: -872157.812500 Penalty: 1446.560547
	Iteration 0F: 2 clusters Score -872157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -866746.937500 Penalty: 2893.121094
	Iteration 0F: 3 clusters Score -866746.9 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -868417.812500 Penalty: 2893.121094
	Iteration 1F: 3 clusters Score -868417.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -868653.562500 Penalty: 2893.121094
	Iteration 2F: 3 clusters Score -868653.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -868854.125000 Penalty: 2893.121094
	Iteration 3F: 3 clusters Score -868854.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -869068.500000 Penalty: 2893.121094
	Iteration 4F: 3 clusters Score -869068.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -869336.250000 Penalty: 2893.121094
	Iteration 5Q: 3 clusters Score -869336.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -869658.375000 Penalty: 2893.121094
	Iteration 6F: 3 clusters Score -869658.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -870092.812500 Penalty: 2893.121094
	Iteration 7F: 3 clusters Score -870092.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -870631.875000 Penalty: 2893.121094
	Iteration 8F: 3 clusters Score -870631.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -871105.562500 Penalty: 2893.121094
	Iteration 9F: 3 clusters Score -871105.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -871367.437500 Penalty: 2893.121094
	Iteration 10Q: 3 clusters Score -871367.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -871506.562500 Penalty: 2893.121094
	Iteration 11Q: 3 clusters Score -871506.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -871613.437500 Penalty: 2893.121094
	Iteration 12Q: 3 clusters Score -871613.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -871704.687500 Penalty: 2893.121094
	Iteration 13Q: 3 clusters Score -871704.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -871772.687500 Penalty: 2893.121094
	Iteration 14Q: 3 clusters Score -871772.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -871805.312500 Penalty: 2893.121094
	Iteration 15Q: 3 clusters Score -871805.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -871820.937500 Penalty: 2893.121094
	Iteration 16Q: 3 clusters Score -871820.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -871838.250000 Penalty: 2893.121094
	Iteration 17Q: 3 clusters Score -871838.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -871849.875000 Penalty: 2893.121094
	Iteration 18Q: 3 clusters Score -871849.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -871858.812500 Penalty: 2893.121094
	Iteration 19Q: 3 clusters Score -871858.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -871861.437500 Penalty: 2893.121094
	Iteration 20F: 3 clusters Score -871861.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -871863.250000 Penalty: 2893.121094
	Iteration 21Q: 3 clusters Score -871863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -871864.250000 Penalty: 2893.121094
	Iteration 22Q: 3 clusters Score -871864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -871866.375000 Penalty: 2893.121094
	Iteration 23Q: 3 clusters Score -871866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -871867.625000 Penalty: 2893.121094
	Iteration 24Q: 3 clusters Score -871867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -871867.812500 Penalty: 2893.121094
	Iteration 25Q: 3 clusters Score -871867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -871867.875000 Penalty: 2893.121094
	Iteration 26Q: 3 clusters Score -871867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -871868.562500 Penalty: 2893.121094
	Iteration 27Q: 3 clusters Score -871868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -871868.562500 Penalty: 2893.121094
	Iteration 28F: 3 clusters Score -871868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Entering Unmasked Estep 
Score: -2143402.500000 Penalty: 1587.013184
	Iteration 0F: 2 clusters Score -2143402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2131397.250000 Penalty: 3174.026367
	Iteration 0F: 3 clusters Score -2131397 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2135876.250000 Penalty: 3174.026367
	Iteration 1F: 3 clusters Score -2135876 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2136214.500000 Penalty: 3174.026367
	Iteration 2F: 3 clusters Score -2136214 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2136544.000000 Penalty: 3174.026367
	Iteration 3Q: 3 clusters Score -2136544 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2136882.250000 Penalty: 3174.026367
	Iteration 4Q: 3 clusters Score -2136882 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2137269.000000 Penalty: 3174.026367
	Iteration 5Q: 3 clusters Score -2137269 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2137634.000000 Penalty: 3174.026367
	Iteration 6Q: 3 clusters Score -2137634 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2137986.750000 Penalty: 3174.026367
	Iteration 7Q: 3 clusters Score -2137987 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2138278.500000 Penalty: 3174.026367
	Iteration 8Q: 3 clusters Score -2138278 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2138528.000000 Penalty: 3174.026367
	Iteration 9Q: 3 clusters Score -2138528 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2138725.500000 Penalty: 3174.026367
	Iteration 10Q: 3 clusters Score -2138726 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2138876.000000 Penalty: 3174.026367
	Iteration 11Q: 3 clusters Score -2138876 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2138998.000000 Penalty: 3174.026367
	Iteration 12Q: 3 clusters Score -2138998 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2139108.750000 Penalty: 3174.026367
	Iteration 13Q: 3 clusters Score -2139109 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2139199.000000 Penalty: 3174.026367
	Iteration 14Q: 3 clusters Score -2139199 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2139277.250000 Penalty: 3174.026367
	Iteration 15Q: 3 clusters Score -2139277 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2139349.750000 Penalty: 3174.026367
	Iteration 16Q: 3 clusters Score -2139350 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2139416.750000 Penalty: 3174.026367
	Iteration 17Q: 3 clusters Score -2139417 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2139494.500000 Penalty: 3174.026367
	Iteration 18Q: 3 clusters Score -2139494 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2139579.500000 Penalty: 3174.026367
	Iteration 19Q: 3 clusters Score -2139580 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2139664.250000 Penalty: 3174.026367
	Iteration 20F: 3 clusters Score -2139664 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2139768.750000 Penalty: 3174.026367
	Iteration 21Q: 3 clusters Score -2139769 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2139899.000000 Penalty: 3174.026367
	Iteration 22Q: 3 clusters Score -2139899 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2140045.500000 Penalty: 3174.026367
	Iteration 23Q: 3 clusters Score -2140046 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2140194.500000 Penalty: 3174.026367
	Iteration 24Q: 3 clusters Score -2140194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2140339.750000 Penalty: 3174.026367
	Iteration 25Q: 3 clusters Score -2140340 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2140453.750000 Penalty: 3174.026367
	Iteration 26Q: 3 clusters Score -2140454 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2140557.000000 Penalty: 3174.026367
	Iteration 27Q: 3 clusters Score -2140557 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2140636.250000 Penalty: 3174.026367
	Iteration 28Q: 3 clusters Score -2140636 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2140706.750000 Penalty: 3174.026367
	Iteration 29Q: 3 clusters Score -2140707 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2140772.750000 Penalty: 3174.026367
	Iteration 30Q: 3 clusters Score -2140773 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2140840.500000 Penalty: 3174.026367
	Iteration 31Q: 3 clusters Score -2140840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2140911.750000 Penalty: 3174.026367
	Iteration 32Q: 3 clusters Score -2140912 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2140974.750000 Penalty: 3174.026367
	Iteration 33Q: 3 clusters Score -2140975 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2141042.750000 Penalty: 3174.026367
	Iteration 34Q: 3 clusters Score -2141043 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2141121.250000 Penalty: 3174.026367
	Iteration 35Q: 3 clusters Score -2141121 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2141181.000000 Penalty: 3174.026367
	Iteration 36Q: 3 clusters Score -2141181 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2141260.500000 Penalty: 3174.026367
	Iteration 37Q: 3 clusters Score -2141260 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2141333.000000 Penalty: 3174.026367
	Iteration 38Q: 3 clusters Score -2141333 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2141400.250000 Penalty: 3174.026367
	Iteration 39Q: 3 clusters Score -2141400 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2141461.750000 Penalty: 3174.026367
	Iteration 40F: 3 clusters Score -2141462 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2141530.500000 Penalty: 3174.026367
	Iteration 41Q: 3 clusters Score -2141530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2141589.000000 Penalty: 3174.026367
	Iteration 42Q: 3 clusters Score -2141589 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2141656.750000 Penalty: 3174.026367
	Iteration 43Q: 3 clusters Score -2141657 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2141728.500000 Penalty: 3174.026367
	Iteration 44Q: 3 clusters Score -2141728 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2141790.750000 Penalty: 3174.026367
	Iteration 45Q: 3 clusters Score -2141791 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2141847.250000 Penalty: 3174.026367
	Iteration 46Q: 3 clusters Score -2141847 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2141900.750000 Penalty: 3174.026367
	Iteration 47Q: 3 clusters Score -2141901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2141969.500000 Penalty: 3174.026367
	Iteration 48Q: 3 clusters Score -2141970 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2142014.500000 Penalty: 3174.026367
	Iteration 49Q: 3 clusters Score -2142014 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2142066.500000 Penalty: 3174.026367
	Iteration 50Q: 3 clusters Score -2142066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2142112.750000 Penalty: 3174.026367
	Iteration 51Q: 3 clusters Score -2142113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2142155.000000 Penalty: 3174.026367
	Iteration 52Q: 3 clusters Score -2142155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2142193.750000 Penalty: 3174.026367
	Iteration 53Q: 3 clusters Score -2142194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2142228.000000 Penalty: 3174.026367
	Iteration 54Q: 3 clusters Score -2142228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2142255.000000 Penalty: 3174.026367
	Iteration 55Q: 3 clusters Score -2142255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2142272.500000 Penalty: 3174.026367
	Iteration 56Q: 3 clusters Score -2142272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2142296.500000 Penalty: 3174.026367
	Iteration 57Q: 3 clusters Score -2142296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2142313.750000 Penalty: 3174.026367
	Iteration 58Q: 3 clusters Score -2142314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2142323.250000 Penalty: 3174.026367
	Iteration 59Q: 3 clusters Score -2142323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2142330.750000 Penalty: 3174.026367
	Iteration 60F: 3 clusters Score -2142331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2142336.750000 Penalty: 3174.026367
	Iteration 61Q: 3 clusters Score -2142337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2142343.500000 Penalty: 3174.026367
	Iteration 62Q: 3 clusters Score -2142344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2142349.500000 Penalty: 3174.026367
	Iteration 63Q: 3 clusters Score -2142350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2142350.000000 Penalty: 3174.026367
	Iteration 64Q: 3 clusters Score -2142350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2142355.000000 Penalty: 3174.026367
	Iteration 65Q: 3 clusters Score -2142355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2142354.500000 Penalty: 3174.026367
	Iteration 66Q: 3 clusters Score -2142354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2142354.500000 Penalty: 3174.026367
	Iteration 67Q: 3 clusters Score -2142354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2142354.500000 Penalty: 3174.026367
	Iteration 68F: 3 clusters Score -2142354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -11110.653320 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -11110.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10259.614258 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -10259.61 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10591.475586 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -10591.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10834.914062 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -10834.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11016.332031 Penalty: 1913.885254
	Iteration 3F: 3 clusters Score -11016.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11105.765625 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -11105.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11255.487305 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -11255.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11306.371094 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -11306.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11319.941406 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -11319.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11339.742188 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -11339.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11352.765625 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -11352.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11358.956055 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -11358.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11363.847656 Penalty: 1913.885254
	Iteration 11Q: 3 clusters Score -11363.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11391.920898 Penalty: 1913.885254
	Iteration 12Q: 3 clusters Score -11391.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11395.647461 Penalty: 1913.885254
	Iteration 13Q: 3 clusters Score -11395.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11397.574219 Penalty: 1913.885254
	Iteration 14Q: 3 clusters Score -11397.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11400.287109 Penalty: 1913.885254
	Iteration 15Q: 3 clusters Score -11400.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11401.481445 Penalty: 1913.885254
	Iteration 16Q: 3 clusters Score -11401.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11401.481445 Penalty: 1913.885254
	Iteration 17F: 3 clusters Score -11401.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 170 members 
Entering Unmasked Estep 
Score: -141728384.000000 Penalty: 83940.617188
Splitting cluster 19 changes total score from -141729712.000000 to -141728384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (115380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Entering Unmasked Estep 
Score: -14520246.000000 Penalty: 1894.097900
	Iteration 0F: 2 clusters Score -1.452025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -14446609.000000 Penalty: 3788.195801
	Iteration 0F: 3 clusters Score -1.444661e+07 nChanged 55324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -14479671.000000 Penalty: 3788.195801
	Iteration 1F: 3 clusters Score -1.447967e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -14481103.000000 Penalty: 3788.195801
	Iteration 2Q: 3 clusters Score -1.44811e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -14483575.000000 Penalty: 3788.195801
	Iteration 3Q: 3 clusters Score -1.448358e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -14487625.000000 Penalty: 3788.195801
	Iteration 4F: 3 clusters Score -1.448762e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -14493061.000000 Penalty: 3788.195801
	Iteration 5F: 3 clusters Score -1.449306e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -14499509.000000 Penalty: 3788.195801
	Iteration 6F: 3 clusters Score -1.449951e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -14505062.000000 Penalty: 3788.195801
	Iteration 7F: 3 clusters Score -1.450506e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -14508544.000000 Penalty: 3788.195801
	Iteration 8Q: 3 clusters Score -1.450854e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 100482 members 
Entering Unmasked Estep 
Score: -14510280.000000 Penalty: 3788.195801
	Iteration 9Q: 3 clusters Score -1.451028e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -14511139.000000 Penalty: 3788.195801
	Iteration 10Q: 3 clusters Score -1.451114e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 102201 members 
Entering Unmasked Estep 
Score: -14511674.000000 Penalty: 3788.195801
	Iteration 11Q: 3 clusters Score -1.451167e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -14512150.000000 Penalty: 3788.195801
	Iteration 12Q: 3 clusters Score -1.451215e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -14512620.000000 Penalty: 3788.195801
	Iteration 13Q: 3 clusters Score -1.451262e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -14512977.000000 Penalty: 3788.195801
	Iteration 14Q: 3 clusters Score -1.451298e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -14513322.000000 Penalty: 3788.195801
	Iteration 15Q: 3 clusters Score -1.451332e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -14513663.000000 Penalty: 3788.195801
	Iteration 16Q: 3 clusters Score -1.451366e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -14513923.000000 Penalty: 3788.195801
	Iteration 17Q: 3 clusters Score -1.451392e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -14514149.000000 Penalty: 3788.195801
	Iteration 18Q: 3 clusters Score -1.451415e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -14514483.000000 Penalty: 3788.195801
	Iteration 19Q: 3 clusters Score -1.451448e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -14514785.000000 Penalty: 3788.195801
	Iteration 20F: 3 clusters Score -1.451478e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -14515079.000000 Penalty: 3788.195801
	Iteration 21Q: 3 clusters Score -1.451508e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -14515339.000000 Penalty: 3788.195801
	Iteration 22Q: 3 clusters Score -1.451534e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -14515527.000000 Penalty: 3788.195801
	Iteration 23Q: 3 clusters Score -1.451553e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -14515667.000000 Penalty: 3788.195801
	Iteration 24Q: 3 clusters Score -1.451567e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -14515883.000000 Penalty: 3788.195801
	Iteration 25Q: 3 clusters Score -1.451588e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -14515976.000000 Penalty: 3788.195801
	Iteration 26Q: 3 clusters Score -1.451598e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -14516114.000000 Penalty: 3788.195801
	Iteration 27Q: 3 clusters Score -1.451611e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -14516228.000000 Penalty: 3788.195801
	Iteration 28Q: 3 clusters Score -1.451623e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -14516355.000000 Penalty: 3788.195801
	Iteration 29Q: 3 clusters Score -1.451636e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14516487.000000 Penalty: 3788.195801
	Iteration 30Q: 3 clusters Score -1.451649e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 109818 members 
Entering Unmasked Estep 
Score: -14516595.000000 Penalty: 3788.195801
	Iteration 31Q: 3 clusters Score -1.45166e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -14516705.000000 Penalty: 3788.195801
	Iteration 32Q: 3 clusters Score -1.45167e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -14516871.000000 Penalty: 3788.195801
	Iteration 33Q: 3 clusters Score -1.451687e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -14516907.000000 Penalty: 3788.195801
	Iteration 34Q: 3 clusters Score -1.451691e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -14516983.000000 Penalty: 3788.195801
	Iteration 35Q: 3 clusters Score -1.451698e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 110687 members 
Entering Unmasked Estep 
Score: -14517028.000000 Penalty: 3788.195801
	Iteration 36Q: 3 clusters Score -1.451703e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -14517123.000000 Penalty: 3788.195801
	Iteration 37Q: 3 clusters Score -1.451712e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 110940 members 
Entering Unmasked Estep 
Score: -14517153.000000 Penalty: 3788.195801
	Iteration 38Q: 3 clusters Score -1.451715e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 111060 members 
Entering Unmasked Estep 
Score: -14517198.000000 Penalty: 3788.195801
	Iteration 39Q: 3 clusters Score -1.45172e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -14517271.000000 Penalty: 3788.195801
	Iteration 40F: 3 clusters Score -1.451727e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -14517343.000000 Penalty: 3788.195801
	Iteration 41Q: 3 clusters Score -1.451734e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -14517397.000000 Penalty: 3788.195801
	Iteration 42Q: 3 clusters Score -1.45174e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -14517426.000000 Penalty: 3788.195801
	Iteration 43Q: 3 clusters Score -1.451743e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 111570 members 
Entering Unmasked Estep 
Score: -14517456.000000 Penalty: 3788.195801
	Iteration 44Q: 3 clusters Score -1.451746e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -14517520.000000 Penalty: 3788.195801
	Iteration 45Q: 3 clusters Score -1.451752e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -14517584.000000 Penalty: 3788.195801
	Iteration 46Q: 3 clusters Score -1.451758e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 111818 members 
Entering Unmasked Estep 
Score: -14517635.000000 Penalty: 3788.195801
	Iteration 47Q: 3 clusters Score -1.451764e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -14517664.000000 Penalty: 3788.195801
	Iteration 48Q: 3 clusters Score -1.451766e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -14517688.000000 Penalty: 3788.195801
	Iteration 49Q: 3 clusters Score -1.451769e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 111979 members 
Entering Unmasked Estep 
Score: -14517706.000000 Penalty: 3788.195801
	Iteration 50Q: 3 clusters Score -1.451771e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -14517720.000000 Penalty: 3788.195801
	Iteration 51Q: 3 clusters Score -1.451772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -14517752.000000 Penalty: 3788.195801
	Iteration 52Q: 3 clusters Score -1.451775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -14517787.000000 Penalty: 3788.195801
	Iteration 53Q: 3 clusters Score -1.451779e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -14517781.000000 Penalty: 3788.195801
	Iteration 54Q: 3 clusters Score -1.451778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -14517803.000000 Penalty: 3788.195801
	Iteration 55Q: 3 clusters Score -1.45178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -14517824.000000 Penalty: 3788.195801
	Iteration 56Q: 3 clusters Score -1.451782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 112242 members 
Entering Unmasked Estep 
Score: -14517822.000000 Penalty: 3788.195801
	Iteration 57Q: 3 clusters Score -1.451782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -14517826.000000 Penalty: 3788.195801
	Iteration 58Q: 3 clusters Score -1.451783e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -14517824.000000 Penalty: 3788.195801
	Iteration 59Q: 3 clusters Score -1.451782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -14517824.000000 Penalty: 3788.195801
	Iteration 60F: 3 clusters Score -1.451782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -14517846.000000 Penalty: 3788.195801
	Iteration 61Q: 3 clusters Score -1.451785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 112315 members 
Entering Unmasked Estep 
Score: -14517861.000000 Penalty: 3788.195801
	Iteration 62Q: 3 clusters Score -1.451786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 112321 members 
Entering Unmasked Estep 
Score: -14517863.000000 Penalty: 3788.195801
	Iteration 63Q: 3 clusters Score -1.451786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -14517864.000000 Penalty: 3788.195801
	Iteration 64Q: 3 clusters Score -1.451786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -14517874.000000 Penalty: 3788.195801
	Iteration 65Q: 3 clusters Score -1.451787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 112344 members 
Entering Unmasked Estep 
Score: -14517878.000000 Penalty: 3788.195801
	Iteration 66Q: 3 clusters Score -1.451788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -14517891.000000 Penalty: 3788.195801
	Iteration 67Q: 3 clusters Score -1.451789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 112357 members 
Entering Unmasked Estep 
Score: -14517888.000000 Penalty: 3788.195801
	Iteration 68Q: 3 clusters Score -1.451789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -14517893.000000 Penalty: 3788.195801
	Iteration 69Q: 3 clusters Score -1.451789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 112374 members 
Entering Unmasked Estep 
Score: -14517893.000000 Penalty: 3788.195801
	Iteration 70Q: 3 clusters Score -1.451789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 112387 members 
Entering Unmasked Estep 
Score: -14517895.000000 Penalty: 3788.195801
	Iteration 71Q: 3 clusters Score -1.45179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -14517897.000000 Penalty: 3788.195801
	Iteration 72Q: 3 clusters Score -1.45179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -14517895.000000 Penalty: 3788.195801
	Iteration 73Q: 3 clusters Score -1.45179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 112409 members 
Entering Unmasked Estep 
Score: -14517912.000000 Penalty: 3788.195801
	Iteration 74Q: 3 clusters Score -1.451791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -14517907.000000 Penalty: 3788.195801
	Iteration 75Q: 3 clusters Score -1.451791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 112425 members 
Entering Unmasked Estep 
Score: -14517918.000000 Penalty: 3788.195801
	Iteration 76Q: 3 clusters Score -1.451792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -14517924.000000 Penalty: 3788.195801
	Iteration 77Q: 3 clusters Score -1.451792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -14517927.000000 Penalty: 3788.195801
	Iteration 78Q: 3 clusters Score -1.451793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -14517916.000000 Penalty: 3788.195801
	Iteration 79Q: 3 clusters Score -1.451792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 112457 members 
Entering Unmasked Estep 
Score: -14517924.000000 Penalty: 3788.195801
	Iteration 80F: 3 clusters Score -1.451792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -14517917.000000 Penalty: 3788.195801
	Iteration 81Q: 3 clusters Score -1.451792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -14517913.000000 Penalty: 3788.195801
	Iteration 82Q: 3 clusters Score -1.451791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -14517909.000000 Penalty: 3788.195801
	Iteration 83Q: 3 clusters Score -1.451791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -14517907.000000 Penalty: 3788.195801
	Iteration 84Q: 3 clusters Score -1.451791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 112486 members 
Entering Unmasked Estep 
Score: -14517894.000000 Penalty: 3788.195801
	Iteration 85Q: 3 clusters Score -1.451789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -14517910.000000 Penalty: 3788.195801
	Iteration 86Q: 3 clusters Score -1.451791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 112498 members 
Entering Unmasked Estep 
Score: -14517910.000000 Penalty: 3788.195801
	Iteration 87Q: 3 clusters Score -1.451791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 112503 members 
Entering Unmasked Estep 
Score: -14517911.000000 Penalty: 3788.195801
	Iteration 88Q: 3 clusters Score -1.451791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 112510 members 
Entering Unmasked Estep 
Score: -14517912.000000 Penalty: 3788.195801
	Iteration 89Q: 3 clusters Score -1.451791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -14517927.000000 Penalty: 3788.195801
	Iteration 90Q: 3 clusters Score -1.451793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -14517927.000000 Penalty: 3788.195801
	Iteration 91Q: 3 clusters Score -1.451793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 112527 members 
Entering Unmasked Estep 
Score: -14517932.000000 Penalty: 3788.195801
	Iteration 92Q: 3 clusters Score -1.451793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 112529 members 
Entering Unmasked Estep 
Score: -14517926.000000 Penalty: 3788.195801
	Iteration 93Q: 3 clusters Score -1.451793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 112534 members 
Entering Unmasked Estep 
Score: -14517919.000000 Penalty: 3788.195801
	Iteration 94Q: 3 clusters Score -1.451792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 112540 members 
Entering Unmasked Estep 
Score: -14517928.000000 Penalty: 3788.195801
	Iteration 95Q: 3 clusters Score -1.451793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 112540 members 
Entering Unmasked Estep 
Score: -14517917.000000 Penalty: 3788.195801
	Iteration 96Q: 3 clusters Score -1.451792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 112541 members 
Entering Unmasked Estep 
Score: -14517924.000000 Penalty: 3788.195801
	Iteration 97Q: 3 clusters Score -1.451792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 112542 members 
Entering Unmasked Estep 
Score: -14517922.000000 Penalty: 3788.195801
	Iteration 98Q: 3 clusters Score -1.451792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 112545 members 
Entering Unmasked Estep 
Score: -14517941.000000 Penalty: 3788.195801
	Iteration 99Q: 3 clusters Score -1.451794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 112548 members 
Entering Unmasked Estep 
Score: -14517943.000000 Penalty: 3788.195801
	Iteration 100F: 3 clusters Score -1.451794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 112548 members 
Entering Unmasked Estep 
Score: -14517945.000000 Penalty: 3788.195801
	Iteration 101Q: 3 clusters Score -1.451794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -14517949.000000 Penalty: 3788.195801
	Iteration 102Q: 3 clusters Score -1.451795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -14517949.000000 Penalty: 3788.195801
	Iteration 103F: 3 clusters Score -1.451795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Entering Unmasked Estep 
Score: -6008546.500000 Penalty: 1749.933472
	Iteration 0F: 2 clusters Score -6008546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -5976662.000000 Penalty: 3499.866943
	Iteration 0F: 3 clusters Score -5976662 nChanged 22375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5989650.500000 Penalty: 3499.866943
	Iteration 1F: 3 clusters Score -5989650 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5990601.500000 Penalty: 3499.866943
	Iteration 2Q: 3 clusters Score -5990602 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -5992068.500000 Penalty: 3499.866943
	Iteration 3F: 3 clusters Score -5992068 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -5994413.000000 Penalty: 3499.866943
	Iteration 4F: 3 clusters Score -5994413 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5997682.500000 Penalty: 3499.866943
	Iteration 5F: 3 clusters Score -5997682 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -6001342.500000 Penalty: 3499.866943
	Iteration 6F: 3 clusters Score -6001342 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -6004113.500000 Penalty: 3499.866943
	Iteration 7F: 3 clusters Score -6004114 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6005732.500000 Penalty: 3499.866943
	Iteration 8Q: 3 clusters Score -6005732 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -6006469.000000 Penalty: 3499.866943
	Iteration 9Q: 3 clusters Score -6006469 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6006720.500000 Penalty: 3499.866943
	Iteration 10Q: 3 clusters Score -6006720 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6006860.000000 Penalty: 3499.866943
	Iteration 11Q: 3 clusters Score -6006860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6006944.000000 Penalty: 3499.866943
	Iteration 12Q: 3 clusters Score -6006944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -6006999.500000 Penalty: 3499.866943
	Iteration 13Q: 3 clusters Score -6007000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6007039.000000 Penalty: 3499.866943
	Iteration 14Q: 3 clusters Score -6007039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -6007055.000000 Penalty: 3499.866943
	Iteration 15Q: 3 clusters Score -6007055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6007066.500000 Penalty: 3499.866943
	Iteration 16Q: 3 clusters Score -6007066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -6007076.500000 Penalty: 3499.866943
	Iteration 17Q: 3 clusters Score -6007076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -6007083.000000 Penalty: 3499.866943
	Iteration 18Q: 3 clusters Score -6007083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6007090.000000 Penalty: 3499.866943
	Iteration 19Q: 3 clusters Score -6007090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6007092.500000 Penalty: 3499.866943
	Iteration 20F: 3 clusters Score -6007092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -6007104.000000 Penalty: 3499.866943
	Iteration 21Q: 3 clusters Score -6007104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6007107.000000 Penalty: 3499.866943
	Iteration 22Q: 3 clusters Score -6007107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6007116.000000 Penalty: 3499.866943
	Iteration 23Q: 3 clusters Score -6007116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -6007120.000000 Penalty: 3499.866943
	Iteration 24Q: 3 clusters Score -6007120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6007122.500000 Penalty: 3499.866943
	Iteration 25Q: 3 clusters Score -6007122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -6007125.500000 Penalty: 3499.866943
	Iteration 26Q: 3 clusters Score -6007126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6007128.000000 Penalty: 3499.866943
	Iteration 27Q: 3 clusters Score -6007128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -6007132.500000 Penalty: 3499.866943
	Iteration 28Q: 3 clusters Score -6007132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6007144.000000 Penalty: 3499.866943
	Iteration 29Q: 3 clusters Score -6007144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -6007149.000000 Penalty: 3499.866943
	Iteration 30Q: 3 clusters Score -6007149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6007152.500000 Penalty: 3499.866943
	Iteration 31Q: 3 clusters Score -6007152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6007158.000000 Penalty: 3499.866943
	Iteration 32Q: 3 clusters Score -6007158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6007158.000000 Penalty: 3499.866943
	Iteration 33Q: 3 clusters Score -6007158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6007157.000000 Penalty: 3499.866943
	Iteration 34Q: 3 clusters Score -6007157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6007164.500000 Penalty: 3499.866943
	Iteration 35Q: 3 clusters Score -6007164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6007168.500000 Penalty: 3499.866943
	Iteration 36Q: 3 clusters Score -6007168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6007168.500000 Penalty: 3499.866943
	Iteration 37Q: 3 clusters Score -6007168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6007172.500000 Penalty: 3499.866943
	Iteration 38Q: 3 clusters Score -6007172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6007183.000000 Penalty: 3499.866943
	Iteration 39Q: 3 clusters Score -6007183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6007184.000000 Penalty: 3499.866943
	Iteration 40F: 3 clusters Score -6007184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6007196.000000 Penalty: 3499.866943
	Iteration 41Q: 3 clusters Score -6007196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -6007194.500000 Penalty: 3499.866943
	Iteration 42Q: 3 clusters Score -6007194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -6007193.000000 Penalty: 3499.866943
	Iteration 43Q: 3 clusters Score -6007193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6007200.000000 Penalty: 3499.866943
	Iteration 44Q: 3 clusters Score -6007200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6007199.000000 Penalty: 3499.866943
	Iteration 45Q: 3 clusters Score -6007199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6007200.500000 Penalty: 3499.866943
	Iteration 46Q: 3 clusters Score -6007200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6007200.500000 Penalty: 3499.866943
	Iteration 47F: 3 clusters Score -6007200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Entering Unmasked Estep 
Score: -507698.093750 Penalty: 1356.329346
	Iteration 0F: 2 clusters Score -507698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -504219.812500 Penalty: 2712.658691
	Iteration 0F: 3 clusters Score -504219.8 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -505280.593750 Penalty: 2712.658691
	Iteration 1F: 3 clusters Score -505280.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -505646.406250 Penalty: 2712.658691
	Iteration 2F: 3 clusters Score -505646.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -506017.656250 Penalty: 2712.658691
	Iteration 3F: 3 clusters Score -506017.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -506372.031250 Penalty: 2712.658691
	Iteration 4F: 3 clusters Score -506372 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -506722.750000 Penalty: 2712.658691
	Iteration 5F: 3 clusters Score -506722.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -506995.843750 Penalty: 2712.658691
	Iteration 6F: 3 clusters Score -506995.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -507249.187500 Penalty: 2712.658691
	Iteration 7F: 3 clusters Score -507249.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -507524.031250 Penalty: 2712.658691
	Iteration 8Q: 3 clusters Score -507524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -507682.312500 Penalty: 2712.658691
	Iteration 9Q: 3 clusters Score -507682.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -507737.406250 Penalty: 2712.658691
	Iteration 10Q: 3 clusters Score -507737.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -507754.062500 Penalty: 2712.658691
	Iteration 11Q: 3 clusters Score -507754.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -507759.000000 Penalty: 2712.658691
	Iteration 12Q: 3 clusters Score -507759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -507766.218750 Penalty: 2712.658691
	Iteration 13Q: 3 clusters Score -507766.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -507768.968750 Penalty: 2712.658691
	Iteration 14Q: 3 clusters Score -507769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -507770.093750 Penalty: 2712.658691
	Iteration 15Q: 3 clusters Score -507770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -507771.718750 Penalty: 2712.658691
	Iteration 16Q: 3 clusters Score -507771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -507774.000000 Penalty: 2712.658691
	Iteration 17Q: 3 clusters Score -507774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -507774.312500 Penalty: 2712.658691
	Iteration 18Q: 3 clusters Score -507774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -507774.687500 Penalty: 2712.658691
	Iteration 19Q: 3 clusters Score -507774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -507775.875000 Penalty: 2712.658691
	Iteration 20F: 3 clusters Score -507775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -507776.593750 Penalty: 2712.658691
	Iteration 21Q: 3 clusters Score -507776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -507777.468750 Penalty: 2712.658691
	Iteration 22Q: 3 clusters Score -507777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -507776.906250 Penalty: 2712.658691
	Iteration 23Q: 3 clusters Score -507776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -507777.281250 Penalty: 2712.658691
	Iteration 24Q: 3 clusters Score -507777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -507778.000000 Penalty: 2712.658691
	Iteration 25Q: 3 clusters Score -507778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -507778.000000 Penalty: 2712.658691
	Iteration 26F: 3 clusters Score -507778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 2410 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 1806 members 
Entering Unmasked Estep 
Score: -141728608.000000 Penalty: 83940.617188
Splitting cluster 22 changes total score from -141729712.000000 to -141728608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (111910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Entering Unmasked Estep 
Score: -14117462.000000 Penalty: 1889.135620
	Iteration 0F: 2 clusters Score -1.411746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -14044779.000000 Penalty: 3778.271240
	Iteration 0F: 3 clusters Score -1.404478e+07 nChanged 53657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -14076516.000000 Penalty: 3778.271240
	Iteration 1F: 3 clusters Score -1.407652e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -14077969.000000 Penalty: 3778.271240
	Iteration 2Q: 3 clusters Score -1.407797e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -14080826.000000 Penalty: 3778.271240
	Iteration 3F: 3 clusters Score -1.408083e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -14085852.000000 Penalty: 3778.271240
	Iteration 4F: 3 clusters Score -1.408585e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -14093384.000000 Penalty: 3778.271240
	Iteration 5F: 3 clusters Score -1.409338e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -14101553.000000 Penalty: 3778.271240
	Iteration 6F: 3 clusters Score -1.410155e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -14107981.000000 Penalty: 3778.271240
	Iteration 7F: 3 clusters Score -1.410798e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -14111250.000000 Penalty: 3778.271240
	Iteration 8Q: 3 clusters Score -1.411125e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -14112348.000000 Penalty: 3778.271240
	Iteration 9Q: 3 clusters Score -1.411235e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -14112567.000000 Penalty: 3778.271240
	Iteration 10Q: 3 clusters Score -1.411257e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -14112664.000000 Penalty: 3778.271240
	Iteration 11Q: 3 clusters Score -1.411266e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -14112713.000000 Penalty: 3778.271240
	Iteration 12Q: 3 clusters Score -1.411271e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -14112681.000000 Penalty: 3778.271240
	Iteration 13Q: 3 clusters Score -1.411268e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -14112663.000000 Penalty: 3778.271240
	Iteration 14Q: 3 clusters Score -1.411266e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -14112629.000000 Penalty: 3778.271240
	Iteration 15Q: 3 clusters Score -1.411263e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -14112638.000000 Penalty: 3778.271240
	Iteration 16Q: 3 clusters Score -1.411264e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -14112603.000000 Penalty: 3778.271240
	Iteration 17Q: 3 clusters Score -1.41126e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -14112521.000000 Penalty: 3778.271240
	Iteration 18Q: 3 clusters Score -1.411252e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -14112471.000000 Penalty: 3778.271240
	Iteration 19Q: 3 clusters Score -1.411247e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -14112384.000000 Penalty: 3778.271240
	Iteration 20F: 3 clusters Score -1.411238e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -14112249.000000 Penalty: 3778.271240
	Iteration 21Q: 3 clusters Score -1.411225e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -14112195.000000 Penalty: 3778.271240
	Iteration 22Q: 3 clusters Score -1.41122e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -14112100.000000 Penalty: 3778.271240
	Iteration 23Q: 3 clusters Score -1.41121e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 92333 members 
Entering Unmasked Estep 
Score: -14112029.000000 Penalty: 3778.271240
	Iteration 24Q: 3 clusters Score -1.411203e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -14111958.000000 Penalty: 3778.271240
	Iteration 25Q: 3 clusters Score -1.411196e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -14111894.000000 Penalty: 3778.271240
	Iteration 26Q: 3 clusters Score -1.411189e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -14111827.000000 Penalty: 3778.271240
	Iteration 27Q: 3 clusters Score -1.411183e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -14111789.000000 Penalty: 3778.271240
	Iteration 28Q: 3 clusters Score -1.411179e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -14111589.000000 Penalty: 3778.271240
	Iteration 29Q: 3 clusters Score -1.411159e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -14111469.000000 Penalty: 3778.271240
	Iteration 30Q: 3 clusters Score -1.411147e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -14111320.000000 Penalty: 3778.271240
	Iteration 31Q: 3 clusters Score -1.411132e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -14111278.000000 Penalty: 3778.271240
	Iteration 32Q: 3 clusters Score -1.411128e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -14111152.000000 Penalty: 3778.271240
	Iteration 33Q: 3 clusters Score -1.411115e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -14111030.000000 Penalty: 3778.271240
	Iteration 34Q: 3 clusters Score -1.411103e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -14110870.000000 Penalty: 3778.271240
	Iteration 35Q: 3 clusters Score -1.411087e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -14110697.000000 Penalty: 3778.271240
	Iteration 36Q: 3 clusters Score -1.41107e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -14110637.000000 Penalty: 3778.271240
	Iteration 37Q: 3 clusters Score -1.411064e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -14110530.000000 Penalty: 3778.271240
	Iteration 38Q: 3 clusters Score -1.411053e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -14110367.000000 Penalty: 3778.271240
	Iteration 39Q: 3 clusters Score -1.411037e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -14110215.000000 Penalty: 3778.271240
	Iteration 40F: 3 clusters Score -1.411022e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -14110059.000000 Penalty: 3778.271240
	Iteration 41Q: 3 clusters Score -1.411006e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -14109969.000000 Penalty: 3778.271240
	Iteration 42Q: 3 clusters Score -1.410997e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -14109884.000000 Penalty: 3778.271240
	Iteration 43Q: 3 clusters Score -1.410988e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -14109760.000000 Penalty: 3778.271240
	Iteration 44Q: 3 clusters Score -1.410976e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -14109698.000000 Penalty: 3778.271240
	Iteration 45Q: 3 clusters Score -1.41097e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -14109559.000000 Penalty: 3778.271240
	Iteration 46Q: 3 clusters Score -1.410956e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -14109470.000000 Penalty: 3778.271240
	Iteration 47Q: 3 clusters Score -1.410947e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -14109317.000000 Penalty: 3778.271240
	Iteration 48Q: 3 clusters Score -1.410932e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -14109176.000000 Penalty: 3778.271240
	Iteration 49Q: 3 clusters Score -1.410918e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -14109111.000000 Penalty: 3778.271240
	Iteration 50Q: 3 clusters Score -1.410911e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -14109031.000000 Penalty: 3778.271240
	Iteration 51Q: 3 clusters Score -1.410903e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -14108943.000000 Penalty: 3778.271240
	Iteration 52Q: 3 clusters Score -1.410894e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -14108896.000000 Penalty: 3778.271240
	Iteration 53Q: 3 clusters Score -1.41089e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -14108723.000000 Penalty: 3778.271240
	Iteration 54Q: 3 clusters Score -1.410872e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -14108636.000000 Penalty: 3778.271240
	Iteration 55Q: 3 clusters Score -1.410864e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -14108603.000000 Penalty: 3778.271240
	Iteration 56Q: 3 clusters Score -1.41086e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -14108556.000000 Penalty: 3778.271240
	Iteration 57Q: 3 clusters Score -1.410856e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -14108519.000000 Penalty: 3778.271240
	Iteration 58Q: 3 clusters Score -1.410852e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -14108543.000000 Penalty: 3778.271240
	Iteration 59Q: 3 clusters Score -1.410854e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -14108511.000000 Penalty: 3778.271240
	Iteration 60F: 3 clusters Score -1.410851e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -14108440.000000 Penalty: 3778.271240
	Iteration 61Q: 3 clusters Score -1.410844e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -14108494.000000 Penalty: 3778.271240
	Iteration 62Q: 3 clusters Score -1.410849e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -14108414.000000 Penalty: 3778.271240
	Iteration 63Q: 3 clusters Score -1.410841e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -14108473.000000 Penalty: 3778.271240
	Iteration 64Q: 3 clusters Score -1.410847e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -14108401.000000 Penalty: 3778.271240
	Iteration 65Q: 3 clusters Score -1.41084e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -14108412.000000 Penalty: 3778.271240
	Iteration 66Q: 3 clusters Score -1.410841e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -14108397.000000 Penalty: 3778.271240
	Iteration 67Q: 3 clusters Score -1.41084e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -14108411.000000 Penalty: 3778.271240
	Iteration 68Q: 3 clusters Score -1.410841e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -14108430.000000 Penalty: 3778.271240
	Iteration 69Q: 3 clusters Score -1.410843e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -14108419.000000 Penalty: 3778.271240
	Iteration 70Q: 3 clusters Score -1.410842e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -14108406.000000 Penalty: 3778.271240
	Iteration 71Q: 3 clusters Score -1.410841e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -14108389.000000 Penalty: 3778.271240
	Iteration 72Q: 3 clusters Score -1.410839e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -14108419.000000 Penalty: 3778.271240
	Iteration 73Q: 3 clusters Score -1.410842e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -14108365.000000 Penalty: 3778.271240
	Iteration 74Q: 3 clusters Score -1.410836e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -14108397.000000 Penalty: 3778.271240
	Iteration 75Q: 3 clusters Score -1.41084e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -14108461.000000 Penalty: 3778.271240
	Iteration 76Q: 3 clusters Score -1.410846e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -14108507.000000 Penalty: 3778.271240
	Iteration 77Q: 3 clusters Score -1.410851e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -14108483.000000 Penalty: 3778.271240
	Iteration 78Q: 3 clusters Score -1.410848e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -14108516.000000 Penalty: 3778.271240
	Iteration 79Q: 3 clusters Score -1.410852e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -14108499.000000 Penalty: 3778.271240
	Iteration 80F: 3 clusters Score -1.41085e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -14108490.000000 Penalty: 3778.271240
	Iteration 81Q: 3 clusters Score -1.410849e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -14108474.000000 Penalty: 3778.271240
	Iteration 82Q: 3 clusters Score -1.410847e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -14108472.000000 Penalty: 3778.271240
	Iteration 83Q: 3 clusters Score -1.410847e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -14108486.000000 Penalty: 3778.271240
	Iteration 84Q: 3 clusters Score -1.410849e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -14108470.000000 Penalty: 3778.271240
	Iteration 85Q: 3 clusters Score -1.410847e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -14108501.000000 Penalty: 3778.271240
	Iteration 86Q: 3 clusters Score -1.41085e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -14108511.000000 Penalty: 3778.271240
	Iteration 87Q: 3 clusters Score -1.410851e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -14108518.000000 Penalty: 3778.271240
	Iteration 88Q: 3 clusters Score -1.410852e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -14108511.000000 Penalty: 3778.271240
	Iteration 89Q: 3 clusters Score -1.410851e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -14108522.000000 Penalty: 3778.271240
	Iteration 90Q: 3 clusters Score -1.410852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -14108522.000000 Penalty: 3778.271240
	Iteration 91Q: 3 clusters Score -1.410852e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -14108520.000000 Penalty: 3778.271240
	Iteration 92Q: 3 clusters Score -1.410852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -14108506.000000 Penalty: 3778.271240
	Iteration 93Q: 3 clusters Score -1.410851e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -14108511.000000 Penalty: 3778.271240
	Iteration 94Q: 3 clusters Score -1.410851e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -14108498.000000 Penalty: 3778.271240
	Iteration 95Q: 3 clusters Score -1.41085e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -14108491.000000 Penalty: 3778.271240
	Iteration 96Q: 3 clusters Score -1.410849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -14108473.000000 Penalty: 3778.271240
	Iteration 97Q: 3 clusters Score -1.410847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -14108466.000000 Penalty: 3778.271240
	Iteration 98Q: 3 clusters Score -1.410847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -14108497.000000 Penalty: 3778.271240
	Iteration 99Q: 3 clusters Score -1.41085e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -14108497.000000 Penalty: 3778.271240
	Iteration 100F: 3 clusters Score -1.41085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -14108479.000000 Penalty: 3778.271240
	Iteration 101Q: 3 clusters Score -1.410848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -14108480.000000 Penalty: 3778.271240
	Iteration 102Q: 3 clusters Score -1.410848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -14108479.000000 Penalty: 3778.271240
	Iteration 103Q: 3 clusters Score -1.410848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -14108478.000000 Penalty: 3778.271240
	Iteration 104Q: 3 clusters Score -1.410848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -14108455.000000 Penalty: 3778.271240
	Iteration 105Q: 3 clusters Score -1.410846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -14108463.000000 Penalty: 3778.271240
	Iteration 106Q: 3 clusters Score -1.410846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -14108447.000000 Penalty: 3778.271240
	Iteration 107Q: 3 clusters Score -1.410845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -14108445.000000 Penalty: 3778.271240
	Iteration 108Q: 3 clusters Score -1.410844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -14108445.000000 Penalty: 3778.271240
	Iteration 109Q: 3 clusters Score -1.410844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -14108449.000000 Penalty: 3778.271240
	Iteration 110Q: 3 clusters Score -1.410845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -14108457.000000 Penalty: 3778.271240
	Iteration 111Q: 3 clusters Score -1.410846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -14108454.000000 Penalty: 3778.271240
	Iteration 112Q: 3 clusters Score -1.410845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -14108460.000000 Penalty: 3778.271240
	Iteration 113Q: 3 clusters Score -1.410846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -14108474.000000 Penalty: 3778.271240
	Iteration 114Q: 3 clusters Score -1.410847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -14108477.000000 Penalty: 3778.271240
	Iteration 115Q: 3 clusters Score -1.410848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -14108454.000000 Penalty: 3778.271240
	Iteration 116Q: 3 clusters Score -1.410845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -14108448.000000 Penalty: 3778.271240
	Iteration 117Q: 3 clusters Score -1.410845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -14108441.000000 Penalty: 3778.271240
	Iteration 118Q: 3 clusters Score -1.410844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -14108436.000000 Penalty: 3778.271240
	Iteration 119Q: 3 clusters Score -1.410844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -14108438.000000 Penalty: 3778.271240
	Iteration 120F: 3 clusters Score -1.410844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -14108433.000000 Penalty: 3778.271240
	Iteration 121Q: 3 clusters Score -1.410843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -14108433.000000 Penalty: 3778.271240
	Iteration 122Q: 3 clusters Score -1.410843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -14108436.000000 Penalty: 3778.271240
	Iteration 123Q: 3 clusters Score -1.410844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -14108429.000000 Penalty: 3778.271240
	Iteration 124Q: 3 clusters Score -1.410843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -14108434.000000 Penalty: 3778.271240
	Iteration 125Q: 3 clusters Score -1.410843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -14108436.000000 Penalty: 3778.271240
	Iteration 126Q: 3 clusters Score -1.410844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -14108436.000000 Penalty: 3778.271240
	Iteration 127Q: 3 clusters Score -1.410844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -14108443.000000 Penalty: 3778.271240
	Iteration 128Q: 3 clusters Score -1.410844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -14108445.000000 Penalty: 3778.271240
	Iteration 129Q: 3 clusters Score -1.410844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -14108449.000000 Penalty: 3778.271240
	Iteration 130Q: 3 clusters Score -1.410845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -14108449.000000 Penalty: 3778.271240
	Iteration 131F: 3 clusters Score -1.410845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -201410.937500 Penalty: 1208.162720
	Iteration 0F: 2 clusters Score -201410.9 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 851 members 
Entering Unmasked Estep 
Score: -199550.750000 Penalty: 2416.325439
	Iteration 0F: 3 clusters Score -199550.8 nChanged 586
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: -200017.718750 Penalty: 2416.325439
	Iteration 1F: 3 clusters Score -200017.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200145.359375 Penalty: 2416.325439
	Iteration 2F: 3 clusters Score -200145.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -200201.796875 Penalty: 2416.325439
	Iteration 3F: 3 clusters Score -200201.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200239.562500 Penalty: 2416.325439
	Iteration 4Q: 3 clusters Score -200239.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -200264.625000 Penalty: 2416.325439
	Iteration 5Q: 3 clusters Score -200264.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -200281.390625 Penalty: 2416.325439
	Iteration 6Q: 3 clusters Score -200281.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -200294.000000 Penalty: 2416.325439
	Iteration 7Q: 3 clusters Score -200294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -200306.312500 Penalty: 2416.325439
	Iteration 8Q: 3 clusters Score -200306.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -200317.687500 Penalty: 2416.325439
	Iteration 9Q: 3 clusters Score -200317.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -200331.781250 Penalty: 2416.325439
	Iteration 10Q: 3 clusters Score -200331.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -200348.046875 Penalty: 2416.325439
	Iteration 11Q: 3 clusters Score -200348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -200361.046875 Penalty: 2416.325439
	Iteration 12Q: 3 clusters Score -200361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -200377.968750 Penalty: 2416.325439
	Iteration 13Q: 3 clusters Score -200378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -200392.453125 Penalty: 2416.325439
	Iteration 14Q: 3 clusters Score -200392.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -200408.593750 Penalty: 2416.325439
	Iteration 15Q: 3 clusters Score -200408.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -200425.750000 Penalty: 2416.325439
	Iteration 16Q: 3 clusters Score -200425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -200439.296875 Penalty: 2416.325439
	Iteration 17Q: 3 clusters Score -200439.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -200450.156250 Penalty: 2416.325439
	Iteration 18Q: 3 clusters Score -200450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -200458.765625 Penalty: 2416.325439
	Iteration 19Q: 3 clusters Score -200458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -200476.890625 Penalty: 2416.325439
	Iteration 20F: 3 clusters Score -200476.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -200485.234375 Penalty: 2416.325439
	Iteration 21Q: 3 clusters Score -200485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -200498.031250 Penalty: 2416.325439
	Iteration 22Q: 3 clusters Score -200498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -200513.062500 Penalty: 2416.325439
	Iteration 23Q: 3 clusters Score -200513.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -200524.750000 Penalty: 2416.325439
	Iteration 24Q: 3 clusters Score -200524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -200537.046875 Penalty: 2416.325439
	Iteration 25Q: 3 clusters Score -200537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -200564.968750 Penalty: 2416.325439
	Iteration 26Q: 3 clusters Score -200565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -200583.250000 Penalty: 2416.325439
	Iteration 27Q: 3 clusters Score -200583.2 nChanged 17
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: -200600.578125 Penalty: 2416.325439
	Iteration 28Q: 3 clusters Score -200600.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -200618.046875 Penalty: 2416.325439
	Iteration 29Q: 3 clusters Score -200618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -200628.828125 Penalty: 2416.325439
	Iteration 30Q: 3 clusters Score -200628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -200635.859375 Penalty: 2416.325439
	Iteration 31Q: 3 clusters Score -200635.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -200643.312500 Penalty: 2416.325439
	Iteration 32Q: 3 clusters Score -200643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -200650.421875 Penalty: 2416.325439
	Iteration 33Q: 3 clusters Score -200650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -200652.875000 Penalty: 2416.325439
	Iteration 34Q: 3 clusters Score -200652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -200654.296875 Penalty: 2416.325439
	Iteration 35Q: 3 clusters Score -200654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -200656.437500 Penalty: 2416.325439
	Iteration 36Q: 3 clusters Score -200656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -200662.093750 Penalty: 2416.325439
	Iteration 37Q: 3 clusters Score -200662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -200664.109375 Penalty: 2416.325439
	Iteration 38Q: 3 clusters Score -200664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -200667.828125 Penalty: 2416.325439
	Iteration 39Q: 3 clusters Score -200667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -200670.984375 Penalty: 2416.325439
	Iteration 40F: 3 clusters Score -200671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -200678.640625 Penalty: 2416.325439
	Iteration 41Q: 3 clusters Score -200678.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -200686.453125 Penalty: 2416.325439
	Iteration 42Q: 3 clusters Score -200686.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -200693.250000 Penalty: 2416.325439
	Iteration 43Q: 3 clusters Score -200693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -200700.859375 Penalty: 2416.325439
	Iteration 44Q: 3 clusters Score -200700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -200709.421875 Penalty: 2416.325439
	Iteration 45Q: 3 clusters Score -200709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -200712.687500 Penalty: 2416.325439
	Iteration 46Q: 3 clusters Score -200712.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -200720.171875 Penalty: 2416.325439
	Iteration 47Q: 3 clusters Score -200720.2 nChanged 9
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: -200724.234375 Penalty: 2416.325439
	Iteration 48Q: 3 clusters Score -200724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200730.062500 Penalty: 2416.325439
	Iteration 49Q: 3 clusters Score -200730.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -200739.953125 Penalty: 2416.325439
	Iteration 50Q: 3 clusters Score -200740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -200746.234375 Penalty: 2416.325439
	Iteration 51Q: 3 clusters Score -200746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -200748.953125 Penalty: 2416.325439
	Iteration 52Q: 3 clusters Score -200749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -200751.906250 Penalty: 2416.325439
	Iteration 53Q: 3 clusters Score -200751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -200762.703125 Penalty: 2416.325439
	Iteration 54Q: 3 clusters Score -200762.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -200769.187500 Penalty: 2416.325439
	Iteration 55Q: 3 clusters Score -200769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -200779.421875 Penalty: 2416.325439
	Iteration 56Q: 3 clusters Score -200779.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -200789.546875 Penalty: 2416.325439
	Iteration 57Q: 3 clusters Score -200789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -200800.703125 Penalty: 2416.325439
	Iteration 58Q: 3 clusters Score -200800.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -200804.859375 Penalty: 2416.325439
	Iteration 59Q: 3 clusters Score -200804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -200812.218750 Penalty: 2416.325439
	Iteration 60F: 3 clusters Score -200812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -200822.125000 Penalty: 2416.325439
	Iteration 61Q: 3 clusters Score -200822.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -200831.875000 Penalty: 2416.325439
	Iteration 62Q: 3 clusters Score -200831.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -200835.312500 Penalty: 2416.325439
	Iteration 63Q: 3 clusters Score -200835.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -200839.375000 Penalty: 2416.325439
	Iteration 64Q: 3 clusters Score -200839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -200847.765625 Penalty: 2416.325439
	Iteration 65Q: 3 clusters Score -200847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -200854.734375 Penalty: 2416.325439
	Iteration 66Q: 3 clusters Score -200854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -200857.390625 Penalty: 2416.325439
	Iteration 67Q: 3 clusters Score -200857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -200859.546875 Penalty: 2416.325439
	Iteration 68Q: 3 clusters Score -200859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -200862.343750 Penalty: 2416.325439
	Iteration 69Q: 3 clusters Score -200862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -200862.343750 Penalty: 2416.325439
	Iteration 70F: 3 clusters Score -200862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -100559.718750 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -100559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99178.476562 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -99178.48 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99492.867188 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -99492.87 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99701.750000 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -99701.75 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99880.242188 Penalty: 2240.438232
	Iteration 3F: 3 clusters Score -99880.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100062.023438 Penalty: 2240.438232
	Iteration 4F: 3 clusters Score -100062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -100227.820312 Penalty: 2240.438232
	Iteration 5F: 3 clusters Score -100227.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -100319.406250 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -100319.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -100387.148438 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -100387.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100454.226562 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -100454.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100510.617188 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -100510.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100588.617188 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -100588.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100639.859375 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -100639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100677.070312 Penalty: 2240.438232
	Iteration 12Q: 3 clusters Score -100677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100696.687500 Penalty: 2240.438232
	Iteration 13Q: 3 clusters Score -100696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100707.070312 Penalty: 2240.438232
	Iteration 14Q: 3 clusters Score -100707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100713.242188 Penalty: 2240.438232
	Iteration 15Q: 3 clusters Score -100713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100717.585938 Penalty: 2240.438232
	Iteration 16Q: 3 clusters Score -100717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100721.250000 Penalty: 2240.438232
	Iteration 17Q: 3 clusters Score -100721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100721.640625 Penalty: 2240.438232
	Iteration 18F: 3 clusters Score -100721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100727.210938 Penalty: 2240.438232
	Iteration 19Q: 3 clusters Score -100727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100731.898438 Penalty: 2240.438232
	Iteration 20F: 3 clusters Score -100731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100735.992188 Penalty: 2240.438232
	Iteration 21Q: 3 clusters Score -100736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100738.390625 Penalty: 2240.438232
	Iteration 22Q: 3 clusters Score -100738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100739.703125 Penalty: 2240.438232
	Iteration 23Q: 3 clusters Score -100739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100740.343750 Penalty: 2240.438232
	Iteration 24Q: 3 clusters Score -100740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100740.343750 Penalty: 2240.438232
	Iteration 25F: 3 clusters Score -100740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 520 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 466 members 
Entering Unmasked Estep 
Score: -141728272.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141729712.000000 to -141728272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -60311.003906 Penalty: 1054.248657
	Iteration 0F: 2 clusters Score -60311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59255.355469 Penalty: 2108.497314
	Iteration 0F: 3 clusters Score -59255.36 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59831.542969 Penalty: 2108.497314
	Iteration 1F: 3 clusters Score -59831.54 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60070.707031 Penalty: 2108.497314
	Iteration 2F: 3 clusters Score -60070.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60173.625000 Penalty: 2108.497314
	Iteration 3Q: 3 clusters Score -60173.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60248.375000 Penalty: 2108.497314
	Iteration 4Q: 3 clusters Score -60248.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60296.957031 Penalty: 2108.497314
	Iteration 5Q: 3 clusters Score -60296.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60310.312500 Penalty: 2108.497314
	Iteration 6Q: 3 clusters Score -60310.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60316.699219 Penalty: 2108.497314
	Iteration 7Q: 3 clusters Score -60316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60327.726562 Penalty: 2108.497314
	Iteration 8Q: 3 clusters Score -60327.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60331.718750 Penalty: 2108.497314
	Iteration 9Q: 3 clusters Score -60331.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60333.457031 Penalty: 2108.497314
	Iteration 10Q: 3 clusters Score -60333.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60337.414062 Penalty: 2108.497314
	Iteration 11Q: 3 clusters Score -60337.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60341.039062 Penalty: 2108.497314
	Iteration 12Q: 3 clusters Score -60341.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60342.925781 Penalty: 2108.497314
	Iteration 13Q: 3 clusters Score -60342.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60345.351562 Penalty: 2108.497314
	Iteration 14Q: 3 clusters Score -60345.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60345.871094 Penalty: 2108.497314
	Iteration 15Q: 3 clusters Score -60345.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60346.167969 Penalty: 2108.497314
	Iteration 16F: 3 clusters Score -60346.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60353.265625 Penalty: 2108.497314
	Iteration 17Q: 3 clusters Score -60353.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60355.253906 Penalty: 2108.497314
	Iteration 18Q: 3 clusters Score -60355.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60355.253906 Penalty: 2108.497314
	Iteration 19F: 3 clusters Score -60355.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 359 members 
Entering Unmasked Estep 
Score: -141728128.000000 Penalty: 83940.617188
Splitting cluster 26 changes total score from -141729712.000000 to -141728128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -748246.812500 Penalty: 1416.117188
	Iteration 0F: 2 clusters Score -748246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -743566.812500 Penalty: 2832.234375
	Iteration 0F: 3 clusters Score -743566.8 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -744916.875000 Penalty: 2832.234375
	Iteration 1F: 3 clusters Score -744916.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -745119.062500 Penalty: 2832.234375
	Iteration 2F: 3 clusters Score -745119.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -745259.437500 Penalty: 2832.234375
	Iteration 3Q: 3 clusters Score -745259.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -745376.187500 Penalty: 2832.234375
	Iteration 4Q: 3 clusters Score -745376.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -745472.437500 Penalty: 2832.234375
	Iteration 5Q: 3 clusters Score -745472.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -745560.062500 Penalty: 2832.234375
	Iteration 6Q: 3 clusters Score -745560.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -745631.000000 Penalty: 2832.234375
	Iteration 7Q: 3 clusters Score -745631 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -745693.750000 Penalty: 2832.234375
	Iteration 8Q: 3 clusters Score -745693.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -745759.937500 Penalty: 2832.234375
	Iteration 9Q: 3 clusters Score -745759.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -745821.812500 Penalty: 2832.234375
	Iteration 10Q: 3 clusters Score -745821.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -745869.250000 Penalty: 2832.234375
	Iteration 11Q: 3 clusters Score -745869.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -745919.875000 Penalty: 2832.234375
	Iteration 12Q: 3 clusters Score -745919.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -745971.000000 Penalty: 2832.234375
	Iteration 13Q: 3 clusters Score -745971 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -746025.125000 Penalty: 2832.234375
	Iteration 14Q: 3 clusters Score -746025.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -746072.625000 Penalty: 2832.234375
	Iteration 15Q: 3 clusters Score -746072.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -746118.687500 Penalty: 2832.234375
	Iteration 16Q: 3 clusters Score -746118.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -746157.437500 Penalty: 2832.234375
	Iteration 17Q: 3 clusters Score -746157.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -746189.875000 Penalty: 2832.234375
	Iteration 18Q: 3 clusters Score -746189.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -746212.000000 Penalty: 2832.234375
	Iteration 19Q: 3 clusters Score -746212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -746227.500000 Penalty: 2832.234375
	Iteration 20F: 3 clusters Score -746227.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -746240.375000 Penalty: 2832.234375
	Iteration 21Q: 3 clusters Score -746240.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -746247.937500 Penalty: 2832.234375
	Iteration 22Q: 3 clusters Score -746247.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -746256.187500 Penalty: 2832.234375
	Iteration 23Q: 3 clusters Score -746256.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -746267.687500 Penalty: 2832.234375
	Iteration 24Q: 3 clusters Score -746267.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -746282.125000 Penalty: 2832.234375
	Iteration 25Q: 3 clusters Score -746282.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -746297.500000 Penalty: 2832.234375
	Iteration 26Q: 3 clusters Score -746297.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -746311.937500 Penalty: 2832.234375
	Iteration 27Q: 3 clusters Score -746311.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -746333.812500 Penalty: 2832.234375
	Iteration 28Q: 3 clusters Score -746333.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -746348.437500 Penalty: 2832.234375
	Iteration 29Q: 3 clusters Score -746348.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -746359.187500 Penalty: 2832.234375
	Iteration 30Q: 3 clusters Score -746359.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -746371.750000 Penalty: 2832.234375
	Iteration 31Q: 3 clusters Score -746371.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -746380.375000 Penalty: 2832.234375
	Iteration 32Q: 3 clusters Score -746380.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -746389.812500 Penalty: 2832.234375
	Iteration 33Q: 3 clusters Score -746389.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -746395.750000 Penalty: 2832.234375
	Iteration 34Q: 3 clusters Score -746395.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -746403.312500 Penalty: 2832.234375
	Iteration 35Q: 3 clusters Score -746403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -746406.875000 Penalty: 2832.234375
	Iteration 36Q: 3 clusters Score -746406.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -746414.125000 Penalty: 2832.234375
	Iteration 37Q: 3 clusters Score -746414.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -746417.312500 Penalty: 2832.234375
	Iteration 38Q: 3 clusters Score -746417.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -746420.562500 Penalty: 2832.234375
	Iteration 39Q: 3 clusters Score -746420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -746424.562500 Penalty: 2832.234375
	Iteration 40F: 3 clusters Score -746424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -746428.937500 Penalty: 2832.234375
	Iteration 41Q: 3 clusters Score -746428.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -746431.187500 Penalty: 2832.234375
	Iteration 42Q: 3 clusters Score -746431.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -746433.375000 Penalty: 2832.234375
	Iteration 43Q: 3 clusters Score -746433.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -746435.375000 Penalty: 2832.234375
	Iteration 44Q: 3 clusters Score -746435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -746437.375000 Penalty: 2832.234375
	Iteration 45Q: 3 clusters Score -746437.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -746438.562500 Penalty: 2832.234375
	Iteration 46Q: 3 clusters Score -746438.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -746442.062500 Penalty: 2832.234375
	Iteration 47Q: 3 clusters Score -746442.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -746445.625000 Penalty: 2832.234375
	Iteration 48Q: 3 clusters Score -746445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -746449.312500 Penalty: 2832.234375
	Iteration 49Q: 3 clusters Score -746449.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -746449.812500 Penalty: 2832.234375
	Iteration 50Q: 3 clusters Score -746449.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -746451.250000 Penalty: 2832.234375
	Iteration 51Q: 3 clusters Score -746451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -746452.312500 Penalty: 2832.234375
	Iteration 52Q: 3 clusters Score -746452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -746452.812500 Penalty: 2832.234375
	Iteration 53Q: 3 clusters Score -746452.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -746456.062500 Penalty: 2832.234375
	Iteration 54Q: 3 clusters Score -746456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -746456.875000 Penalty: 2832.234375
	Iteration 55Q: 3 clusters Score -746456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -746456.687500 Penalty: 2832.234375
	Iteration 56Q: 3 clusters Score -746456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -746457.437500 Penalty: 2832.234375
	Iteration 57Q: 3 clusters Score -746457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -746457.750000 Penalty: 2832.234375
	Iteration 58Q: 3 clusters Score -746457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -746459.187500 Penalty: 2832.234375
	Iteration 59Q: 3 clusters Score -746459.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -746459.750000 Penalty: 2832.234375
	Iteration 60F: 3 clusters Score -746459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -746462.875000 Penalty: 2832.234375
	Iteration 61Q: 3 clusters Score -746462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -746464.187500 Penalty: 2832.234375
	Iteration 62Q: 3 clusters Score -746464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -746462.937500 Penalty: 2832.234375
	Iteration 63Q: 3 clusters Score -746462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -746464.250000 Penalty: 2832.234375
	Iteration 64Q: 3 clusters Score -746464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -746465.437500 Penalty: 2832.234375
	Iteration 65Q: 3 clusters Score -746465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -746465.687500 Penalty: 2832.234375
	Iteration 66Q: 3 clusters Score -746465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -746466.875000 Penalty: 2832.234375
	Iteration 67Q: 3 clusters Score -746466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -746468.500000 Penalty: 2832.234375
	Iteration 68Q: 3 clusters Score -746468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -746469.500000 Penalty: 2832.234375
	Iteration 69Q: 3 clusters Score -746469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -746469.187500 Penalty: 2832.234375
	Iteration 70Q: 3 clusters Score -746469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -746469.812500 Penalty: 2832.234375
	Iteration 71Q: 3 clusters Score -746469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -746471.875000 Penalty: 2832.234375
	Iteration 72Q: 3 clusters Score -746471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -746471.312500 Penalty: 2832.234375
	Iteration 73Q: 3 clusters Score -746471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -746471.312500 Penalty: 2832.234375
	Iteration 74Q: 3 clusters Score -746471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -746471.312500 Penalty: 2832.234375
	Iteration 75F: 3 clusters Score -746471.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -291712.406250 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -291712.4 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: -289439.812500 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -289439.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289922.125000 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -289922.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -290023.625000 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -290023.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290084.468750 Penalty: 2511.735107
	Iteration 3Q: 3 clusters Score -290084.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -290126.875000 Penalty: 2511.735107
	Iteration 4Q: 3 clusters Score -290126.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -290158.343750 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -290158.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -290179.250000 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -290179.2 nChanged 35
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: -290194.375000 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -290194.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -290210.562500 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -290210.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290224.437500 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -290224.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290234.000000 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -290234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -290243.531250 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -290243.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290249.937500 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -290249.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290259.000000 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -290259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -290266.531250 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -290266.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290271.093750 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -290271.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -290276.500000 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -290276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -290280.937500 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -290280.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -290283.718750 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -290283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -290286.687500 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -290286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290288.250000 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -290288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -290290.000000 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -290290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -290292.187500 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -290292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -290294.687500 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -290294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -290296.625000 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -290296.6 nChanged 5
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: -290300.000000 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -290300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -290303.656250 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -290303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -290307.375000 Penalty: 2511.735107
	Iteration 27Q: 3 clusters Score -290307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -290309.125000 Penalty: 2511.735107
	Iteration 28Q: 3 clusters Score -290309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -290312.406250 Penalty: 2511.735107
	Iteration 29Q: 3 clusters Score -290312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -290314.687500 Penalty: 2511.735107
	Iteration 30Q: 3 clusters Score -290314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -290317.218750 Penalty: 2511.735107
	Iteration 31Q: 3 clusters Score -290317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290319.750000 Penalty: 2511.735107
	Iteration 32Q: 3 clusters Score -290319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -290323.031250 Penalty: 2511.735107
	Iteration 33Q: 3 clusters Score -290323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -290328.031250 Penalty: 2511.735107
	Iteration 34Q: 3 clusters Score -290328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -290334.125000 Penalty: 2511.735107
	Iteration 35Q: 3 clusters Score -290334.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -290341.187500 Penalty: 2511.735107
	Iteration 36Q: 3 clusters Score -290341.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -290346.625000 Penalty: 2511.735107
	Iteration 37Q: 3 clusters Score -290346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -290350.062500 Penalty: 2511.735107
	Iteration 38Q: 3 clusters Score -290350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -290352.406250 Penalty: 2511.735107
	Iteration 39Q: 3 clusters Score -290352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -290354.875000 Penalty: 2511.735107
	Iteration 40F: 3 clusters Score -290354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -290355.906250 Penalty: 2511.735107
	Iteration 41Q: 3 clusters Score -290355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -290356.875000 Penalty: 2511.735107
	Iteration 42Q: 3 clusters Score -290356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -290357.718750 Penalty: 2511.735107
	Iteration 43Q: 3 clusters Score -290357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -290358.375000 Penalty: 2511.735107
	Iteration 44Q: 3 clusters Score -290358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -290359.562500 Penalty: 2511.735107
	Iteration 45Q: 3 clusters Score -290359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -290360.000000 Penalty: 2511.735107
	Iteration 46Q: 3 clusters Score -290360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -290362.062500 Penalty: 2511.735107
	Iteration 47Q: 3 clusters Score -290362.1 nChanged 5
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: -290365.000000 Penalty: 2511.735107
	Iteration 48Q: 3 clusters Score -290365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -290367.875000 Penalty: 2511.735107
	Iteration 49Q: 3 clusters Score -290367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -290370.343750 Penalty: 2511.735107
	Iteration 50Q: 3 clusters Score -290370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -290372.281250 Penalty: 2511.735107
	Iteration 51Q: 3 clusters Score -290372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -290373.781250 Penalty: 2511.735107
	Iteration 52Q: 3 clusters Score -290373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -290373.593750 Penalty: 2511.735107
	Iteration 53Q: 3 clusters Score -290373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -290373.593750 Penalty: 2511.735107
	Iteration 54F: 3 clusters Score -290373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -21666.720703 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -21666.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21023.179688 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -21023.18 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21427.996094 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -21428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21741.185547 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -21741.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21931.505859 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -21931.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22032.298828 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -22032.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22104.820312 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -22104.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22117.939453 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -22117.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22122.843750 Penalty: 1885.688477
	Iteration 7F: 3 clusters Score -22122.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22162.611328 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -22162.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22173.726562 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -22173.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22208.791016 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -22208.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22222.546875 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -22222.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22222.546875 Penalty: 1885.688477
	Iteration 12F: 3 clusters Score -22222.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 115 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 216 members 
Entering Unmasked Estep 
Score: -141728640.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141729712.000000 to -141728640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (13673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Entering Unmasked Estep 
Score: -1686823.125000 Penalty: 1547.516479
	Iteration 0F: 2 clusters Score -1686823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1677307.750000 Penalty: 3095.032959
	Iteration 0F: 3 clusters Score -1677308 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1680642.125000 Penalty: 3095.032959
	Iteration 1F: 3 clusters Score -1680642 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1681006.750000 Penalty: 3095.032959
	Iteration 2F: 3 clusters Score -1681007 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1681307.000000 Penalty: 3095.032959
	Iteration 3F: 3 clusters Score -1681307 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1681605.625000 Penalty: 3095.032959
	Iteration 4Q: 3 clusters Score -1681606 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1681899.750000 Penalty: 3095.032959
	Iteration 5Q: 3 clusters Score -1681900 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1682180.500000 Penalty: 3095.032959
	Iteration 6Q: 3 clusters Score -1682180 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1682449.250000 Penalty: 3095.032959
	Iteration 7Q: 3 clusters Score -1682449 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1682704.875000 Penalty: 3095.032959
	Iteration 8Q: 3 clusters Score -1682705 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1682921.500000 Penalty: 3095.032959
	Iteration 9Q: 3 clusters Score -1682922 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1683103.250000 Penalty: 3095.032959
	Iteration 10Q: 3 clusters Score -1683103 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1683243.875000 Penalty: 3095.032959
	Iteration 11Q: 3 clusters Score -1683244 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1683374.625000 Penalty: 3095.032959
	Iteration 12Q: 3 clusters Score -1683375 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1683495.500000 Penalty: 3095.032959
	Iteration 13Q: 3 clusters Score -1683496 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1683605.750000 Penalty: 3095.032959
	Iteration 14Q: 3 clusters Score -1683606 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1683725.125000 Penalty: 3095.032959
	Iteration 15Q: 3 clusters Score -1683725 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1683835.625000 Penalty: 3095.032959
	Iteration 16Q: 3 clusters Score -1683836 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1683929.000000 Penalty: 3095.032959
	Iteration 17Q: 3 clusters Score -1683929 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1683993.250000 Penalty: 3095.032959
	Iteration 18Q: 3 clusters Score -1683993 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1684049.500000 Penalty: 3095.032959
	Iteration 19Q: 3 clusters Score -1684050 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1684089.375000 Penalty: 3095.032959
	Iteration 20F: 3 clusters Score -1684089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1684115.875000 Penalty: 3095.032959
	Iteration 21Q: 3 clusters Score -1684116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1684138.000000 Penalty: 3095.032959
	Iteration 22Q: 3 clusters Score -1684138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1684168.000000 Penalty: 3095.032959
	Iteration 23Q: 3 clusters Score -1684168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1684198.625000 Penalty: 3095.032959
	Iteration 24Q: 3 clusters Score -1684199 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1684235.875000 Penalty: 3095.032959
	Iteration 25Q: 3 clusters Score -1684236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1684269.250000 Penalty: 3095.032959
	Iteration 26Q: 3 clusters Score -1684269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1684299.125000 Penalty: 3095.032959
	Iteration 27Q: 3 clusters Score -1684299 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1684326.250000 Penalty: 3095.032959
	Iteration 28Q: 3 clusters Score -1684326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1684364.375000 Penalty: 3095.032959
	Iteration 29Q: 3 clusters Score -1684364 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1684411.500000 Penalty: 3095.032959
	Iteration 30Q: 3 clusters Score -1684412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1684475.500000 Penalty: 3095.032959
	Iteration 31Q: 3 clusters Score -1684476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1684533.500000 Penalty: 3095.032959
	Iteration 32Q: 3 clusters Score -1684534 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1684592.875000 Penalty: 3095.032959
	Iteration 33Q: 3 clusters Score -1684593 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1684655.875000 Penalty: 3095.032959
	Iteration 34Q: 3 clusters Score -1684656 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1684719.500000 Penalty: 3095.032959
	Iteration 35Q: 3 clusters Score -1684720 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1684774.500000 Penalty: 3095.032959
	Iteration 36Q: 3 clusters Score -1684774 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1684821.625000 Penalty: 3095.032959
	Iteration 37Q: 3 clusters Score -1684822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1684865.750000 Penalty: 3095.032959
	Iteration 38Q: 3 clusters Score -1684866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1684914.250000 Penalty: 3095.032959
	Iteration 39Q: 3 clusters Score -1684914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1684950.875000 Penalty: 3095.032959
	Iteration 40F: 3 clusters Score -1684951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1684978.500000 Penalty: 3095.032959
	Iteration 41Q: 3 clusters Score -1684978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1685011.250000 Penalty: 3095.032959
	Iteration 42Q: 3 clusters Score -1685011 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1685050.375000 Penalty: 3095.032959
	Iteration 43Q: 3 clusters Score -1685050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1685074.375000 Penalty: 3095.032959
	Iteration 44Q: 3 clusters Score -1685074 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1685100.625000 Penalty: 3095.032959
	Iteration 45Q: 3 clusters Score -1685101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1685125.750000 Penalty: 3095.032959
	Iteration 46Q: 3 clusters Score -1685126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1685136.125000 Penalty: 3095.032959
	Iteration 47Q: 3 clusters Score -1685136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1685159.875000 Penalty: 3095.032959
	Iteration 48Q: 3 clusters Score -1685160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1685180.625000 Penalty: 3095.032959
	Iteration 49Q: 3 clusters Score -1685181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1685197.375000 Penalty: 3095.032959
	Iteration 50Q: 3 clusters Score -1685197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1685219.250000 Penalty: 3095.032959
	Iteration 51Q: 3 clusters Score -1685219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1685231.125000 Penalty: 3095.032959
	Iteration 52Q: 3 clusters Score -1685231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1685238.625000 Penalty: 3095.032959
	Iteration 53Q: 3 clusters Score -1685239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1685251.250000 Penalty: 3095.032959
	Iteration 54Q: 3 clusters Score -1685251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1685255.250000 Penalty: 3095.032959
	Iteration 55Q: 3 clusters Score -1685255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1685264.750000 Penalty: 3095.032959
	Iteration 56Q: 3 clusters Score -1685265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1685267.250000 Penalty: 3095.032959
	Iteration 57Q: 3 clusters Score -1685267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1685274.750000 Penalty: 3095.032959
	Iteration 58Q: 3 clusters Score -1685275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1685286.500000 Penalty: 3095.032959
	Iteration 59Q: 3 clusters Score -1685286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1685294.625000 Penalty: 3095.032959
	Iteration 60F: 3 clusters Score -1685295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1685304.625000 Penalty: 3095.032959
	Iteration 61Q: 3 clusters Score -1685305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1685311.000000 Penalty: 3095.032959
	Iteration 62Q: 3 clusters Score -1685311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1685313.750000 Penalty: 3095.032959
	Iteration 63Q: 3 clusters Score -1685314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1685322.875000 Penalty: 3095.032959
	Iteration 64Q: 3 clusters Score -1685323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1685327.375000 Penalty: 3095.032959
	Iteration 65Q: 3 clusters Score -1685327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1685331.000000 Penalty: 3095.032959
	Iteration 66Q: 3 clusters Score -1685331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1685337.000000 Penalty: 3095.032959
	Iteration 67Q: 3 clusters Score -1685337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1685347.625000 Penalty: 3095.032959
	Iteration 68Q: 3 clusters Score -1685348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1685360.125000 Penalty: 3095.032959
	Iteration 69Q: 3 clusters Score -1685360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1685363.625000 Penalty: 3095.032959
	Iteration 70Q: 3 clusters Score -1685364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1685372.375000 Penalty: 3095.032959
	Iteration 71Q: 3 clusters Score -1685372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1685384.875000 Penalty: 3095.032959
	Iteration 72Q: 3 clusters Score -1685385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1685401.250000 Penalty: 3095.032959
	Iteration 73Q: 3 clusters Score -1685401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1685410.000000 Penalty: 3095.032959
	Iteration 74Q: 3 clusters Score -1685410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1685421.000000 Penalty: 3095.032959
	Iteration 75Q: 3 clusters Score -1685421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1685432.000000 Penalty: 3095.032959
	Iteration 76Q: 3 clusters Score -1685432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1685442.000000 Penalty: 3095.032959
	Iteration 77Q: 3 clusters Score -1685442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1685456.000000 Penalty: 3095.032959
	Iteration 78Q: 3 clusters Score -1685456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1685464.125000 Penalty: 3095.032959
	Iteration 79Q: 3 clusters Score -1685464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1685474.125000 Penalty: 3095.032959
	Iteration 80F: 3 clusters Score -1685474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1685483.625000 Penalty: 3095.032959
	Iteration 81Q: 3 clusters Score -1685484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1685500.000000 Penalty: 3095.032959
	Iteration 82Q: 3 clusters Score -1685500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1685511.875000 Penalty: 3095.032959
	Iteration 83Q: 3 clusters Score -1685512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1685519.125000 Penalty: 3095.032959
	Iteration 84Q: 3 clusters Score -1685519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1685530.875000 Penalty: 3095.032959
	Iteration 85Q: 3 clusters Score -1685531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1685544.625000 Penalty: 3095.032959
	Iteration 86Q: 3 clusters Score -1685545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1685554.375000 Penalty: 3095.032959
	Iteration 87Q: 3 clusters Score -1685554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1685560.625000 Penalty: 3095.032959
	Iteration 88Q: 3 clusters Score -1685561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1685568.000000 Penalty: 3095.032959
	Iteration 89Q: 3 clusters Score -1685568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1685578.875000 Penalty: 3095.032959
	Iteration 90Q: 3 clusters Score -1685579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1685590.750000 Penalty: 3095.032959
	Iteration 91Q: 3 clusters Score -1685591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1685593.625000 Penalty: 3095.032959
	Iteration 92Q: 3 clusters Score -1685594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1685599.125000 Penalty: 3095.032959
	Iteration 93Q: 3 clusters Score -1685599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1685603.250000 Penalty: 3095.032959
	Iteration 94Q: 3 clusters Score -1685603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1685603.250000 Penalty: 3095.032959
	Iteration 95Q: 3 clusters Score -1685603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1685609.875000 Penalty: 3095.032959
	Iteration 96Q: 3 clusters Score -1685610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1685610.625000 Penalty: 3095.032959
	Iteration 97Q: 3 clusters Score -1685611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1685612.625000 Penalty: 3095.032959
	Iteration 98Q: 3 clusters Score -1685613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1685617.250000 Penalty: 3095.032959
	Iteration 99Q: 3 clusters Score -1685617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1685615.625000 Penalty: 3095.032959
	Iteration 100F: 3 clusters Score -1685616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1685620.500000 Penalty: 3095.032959
	Iteration 101Q: 3 clusters Score -1685620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1685622.875000 Penalty: 3095.032959
	Iteration 102Q: 3 clusters Score -1685623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1685624.750000 Penalty: 3095.032959
	Iteration 103Q: 3 clusters Score -1685625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1685626.875000 Penalty: 3095.032959
	Iteration 104Q: 3 clusters Score -1685627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1685624.500000 Penalty: 3095.032959
	Iteration 105Q: 3 clusters Score -1685624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1685628.625000 Penalty: 3095.032959
	Iteration 106Q: 3 clusters Score -1685629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1685633.000000 Penalty: 3095.032959
	Iteration 107Q: 3 clusters Score -1685633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1685636.125000 Penalty: 3095.032959
	Iteration 108Q: 3 clusters Score -1685636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1685637.625000 Penalty: 3095.032959
	Iteration 109Q: 3 clusters Score -1685638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1685638.500000 Penalty: 3095.032959
	Iteration 110Q: 3 clusters Score -1685638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1685641.625000 Penalty: 3095.032959
	Iteration 111Q: 3 clusters Score -1685642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1685645.000000 Penalty: 3095.032959
	Iteration 112Q: 3 clusters Score -1685645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1685648.250000 Penalty: 3095.032959
	Iteration 113Q: 3 clusters Score -1685648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1685654.125000 Penalty: 3095.032959
	Iteration 114Q: 3 clusters Score -1685654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1685654.500000 Penalty: 3095.032959
	Iteration 115Q: 3 clusters Score -1685654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1685655.375000 Penalty: 3095.032959
	Iteration 116Q: 3 clusters Score -1685655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1685658.250000 Penalty: 3095.032959
	Iteration 117Q: 3 clusters Score -1685658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1685656.500000 Penalty: 3095.032959
	Iteration 118Q: 3 clusters Score -1685656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1685656.500000 Penalty: 3095.032959
	Iteration 119F: 3 clusters Score -1685656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (56561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Entering Unmasked Estep 
Score: -6926608.500000 Penalty: 1778.249756
	Iteration 0F: 2 clusters Score -6926608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6888667.000000 Penalty: 3556.499512
	Iteration 0F: 3 clusters Score -6888667 nChanged 26879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -6905064.500000 Penalty: 3556.499512
	Iteration 1F: 3 clusters Score -6905064 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -6906285.000000 Penalty: 3556.499512
	Iteration 2Q: 3 clusters Score -6906285 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6907766.500000 Penalty: 3556.499512
	Iteration 3F: 3 clusters Score -6907766 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -6909387.000000 Penalty: 3556.499512
	Iteration 4F: 3 clusters Score -6909387 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -6911117.500000 Penalty: 3556.499512
	Iteration 5F: 3 clusters Score -6911118 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6912540.000000 Penalty: 3556.499512
	Iteration 6F: 3 clusters Score -6912540 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -6913732.000000 Penalty: 3556.499512
	Iteration 7Q: 3 clusters Score -6913732 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -6914670.500000 Penalty: 3556.499512
	Iteration 8Q: 3 clusters Score -6914670 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -6915430.500000 Penalty: 3556.499512
	Iteration 9Q: 3 clusters Score -6915430 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -6916131.500000 Penalty: 3556.499512
	Iteration 10Q: 3 clusters Score -6916132 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -6916838.000000 Penalty: 3556.499512
	Iteration 11Q: 3 clusters Score -6916838 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -6917873.000000 Penalty: 3556.499512
	Iteration 12Q: 3 clusters Score -6917873 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -6919630.000000 Penalty: 3556.499512
	Iteration 13Q: 3 clusters Score -6919630 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -6921646.500000 Penalty: 3556.499512
	Iteration 14Q: 3 clusters Score -6921646 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -6922583.000000 Penalty: 3556.499512
	Iteration 15Q: 3 clusters Score -6922583 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -6923101.000000 Penalty: 3556.499512
	Iteration 16Q: 3 clusters Score -6923101 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6923488.500000 Penalty: 3556.499512
	Iteration 17Q: 3 clusters Score -6923488 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -6923747.500000 Penalty: 3556.499512
	Iteration 18Q: 3 clusters Score -6923748 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -6923968.000000 Penalty: 3556.499512
	Iteration 19Q: 3 clusters Score -6923968 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -6924118.500000 Penalty: 3556.499512
	Iteration 20F: 3 clusters Score -6924118 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -6924266.500000 Penalty: 3556.499512
	Iteration 21Q: 3 clusters Score -6924266 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6924399.000000 Penalty: 3556.499512
	Iteration 22Q: 3 clusters Score -6924399 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -6924541.000000 Penalty: 3556.499512
	Iteration 23Q: 3 clusters Score -6924541 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -6924651.000000 Penalty: 3556.499512
	Iteration 24Q: 3 clusters Score -6924651 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6924691.500000 Penalty: 3556.499512
	Iteration 25Q: 3 clusters Score -6924692 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6924776.000000 Penalty: 3556.499512
	Iteration 26Q: 3 clusters Score -6924776 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -6924818.500000 Penalty: 3556.499512
	Iteration 27Q: 3 clusters Score -6924818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -6924853.500000 Penalty: 3556.499512
	Iteration 28Q: 3 clusters Score -6924854 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -6924906.500000 Penalty: 3556.499512
	Iteration 29Q: 3 clusters Score -6924906 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -6924933.000000 Penalty: 3556.499512
	Iteration 30Q: 3 clusters Score -6924933 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6924974.000000 Penalty: 3556.499512
	Iteration 31Q: 3 clusters Score -6924974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6925010.500000 Penalty: 3556.499512
	Iteration 32Q: 3 clusters Score -6925010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -6925027.000000 Penalty: 3556.499512
	Iteration 33Q: 3 clusters Score -6925027 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6925024.500000 Penalty: 3556.499512
	Iteration 34Q: 3 clusters Score -6925024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6925049.000000 Penalty: 3556.499512
	Iteration 35Q: 3 clusters Score -6925049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -6925065.500000 Penalty: 3556.499512
	Iteration 36Q: 3 clusters Score -6925066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6925071.500000 Penalty: 3556.499512
	Iteration 37Q: 3 clusters Score -6925072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6925085.000000 Penalty: 3556.499512
	Iteration 38Q: 3 clusters Score -6925085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6925104.500000 Penalty: 3556.499512
	Iteration 39Q: 3 clusters Score -6925104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6925106.000000 Penalty: 3556.499512
	Iteration 40F: 3 clusters Score -6925106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6925113.000000 Penalty: 3556.499512
	Iteration 41Q: 3 clusters Score -6925113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -6925120.500000 Penalty: 3556.499512
	Iteration 42Q: 3 clusters Score -6925120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6925133.000000 Penalty: 3556.499512
	Iteration 43Q: 3 clusters Score -6925133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6925140.000000 Penalty: 3556.499512
	Iteration 44Q: 3 clusters Score -6925140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6925148.500000 Penalty: 3556.499512
	Iteration 45Q: 3 clusters Score -6925148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -6925130.000000 Penalty: 3556.499512
	Iteration 46Q: 3 clusters Score -6925130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6925131.000000 Penalty: 3556.499512
	Iteration 47Q: 3 clusters Score -6925131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6925127.500000 Penalty: 3556.499512
	Iteration 48Q: 3 clusters Score -6925128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6925133.500000 Penalty: 3556.499512
	Iteration 49Q: 3 clusters Score -6925134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6925119.500000 Penalty: 3556.499512
	Iteration 50Q: 3 clusters Score -6925120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6925137.500000 Penalty: 3556.499512
	Iteration 51Q: 3 clusters Score -6925138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6925138.500000 Penalty: 3556.499512
	Iteration 52Q: 3 clusters Score -6925138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -6925142.500000 Penalty: 3556.499512
	Iteration 53Q: 3 clusters Score -6925142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -6925148.500000 Penalty: 3556.499512
	Iteration 54Q: 3 clusters Score -6925148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6925154.500000 Penalty: 3556.499512
	Iteration 55Q: 3 clusters Score -6925154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6925162.500000 Penalty: 3556.499512
	Iteration 56Q: 3 clusters Score -6925162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6925161.500000 Penalty: 3556.499512
	Iteration 57Q: 3 clusters Score -6925162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6925161.500000 Penalty: 3556.499512
	Iteration 58Q: 3 clusters Score -6925162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -6925168.500000 Penalty: 3556.499512
	Iteration 59Q: 3 clusters Score -6925168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6925169.500000 Penalty: 3556.499512
	Iteration 60F: 3 clusters Score -6925170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6925168.500000 Penalty: 3556.499512
	Iteration 61Q: 3 clusters Score -6925168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6925166.500000 Penalty: 3556.499512
	Iteration 62Q: 3 clusters Score -6925166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6925166.500000 Penalty: 3556.499512
	Iteration 63F: 3 clusters Score -6925166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -48753.246094 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -48753.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47719.542969 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -47719.54 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48027.039062 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -48027.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48224.632812 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -48224.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48375.871094 Penalty: 2032.494385
	Iteration 3F: 3 clusters Score -48375.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48445.527344 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -48445.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48496.832031 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -48496.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48540.527344 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -48540.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48577.902344 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -48577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48601.500000 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -48601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48646.992188 Penalty: 2032.494385
	Iteration 9Q: 3 clusters Score -48646.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48777.125000 Penalty: 2032.494385
	Iteration 10Q: 3 clusters Score -48777.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48807.207031 Penalty: 2032.494385
	Iteration 11Q: 3 clusters Score -48807.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48817.710938 Penalty: 2032.494385
	Iteration 12Q: 3 clusters Score -48817.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48833.812500 Penalty: 2032.494385
	Iteration 13Q: 3 clusters Score -48833.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48848.699219 Penalty: 2032.494385
	Iteration 14Q: 3 clusters Score -48848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48856.707031 Penalty: 2032.494385
	Iteration 15Q: 3 clusters Score -48856.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48860.011719 Penalty: 2032.494385
	Iteration 16Q: 3 clusters Score -48860.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48862.949219 Penalty: 2032.494385
	Iteration 17Q: 3 clusters Score -48862.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48864.570312 Penalty: 2032.494385
	Iteration 18Q: 3 clusters Score -48864.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48866.906250 Penalty: 2032.494385
	Iteration 19Q: 3 clusters Score -48866.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48866.906250 Penalty: 2032.494385
	Iteration 20F: 3 clusters Score -48866.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 233 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 287 members 
Entering Unmasked Estep 
Score: -141728064.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141729712.000000 to -141728064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -271553.031250 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -271553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -269246.937500 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -269246.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269924.000000 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -269924 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -270198.187500 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -270198.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -270426.500000 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -270426.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -270560.531250 Penalty: 2524.085449
	Iteration 4F: 3 clusters Score -270560.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -270664.531250 Penalty: 2524.085449
	Iteration 5Q: 3 clusters Score -270664.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -270726.500000 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -270726.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -270761.750000 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -270761.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -270783.843750 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -270783.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -270794.062500 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -270794.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -270801.125000 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -270801.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -270810.875000 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -270810.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -270820.218750 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -270820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -270827.906250 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -270827.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -270839.187500 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -270839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -270848.281250 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -270848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -270853.218750 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -270853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -270857.531250 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -270857.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -270862.312500 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -270862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -270868.187500 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -270868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -270876.437500 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -270876.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -270885.812500 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -270885.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -270893.562500 Penalty: 2524.085449
	Iteration 22Q: 3 clusters Score -270893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -270897.281250 Penalty: 2524.085449
	Iteration 23Q: 3 clusters Score -270897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -270899.937500 Penalty: 2524.085449
	Iteration 24Q: 3 clusters Score -270899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -270900.406250 Penalty: 2524.085449
	Iteration 25Q: 3 clusters Score -270900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -270901.343750 Penalty: 2524.085449
	Iteration 26Q: 3 clusters Score -270901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -270901.343750 Penalty: 2524.085449
	Iteration 27F: 3 clusters Score -270901.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -19665.263672 Penalty: 917.385132
	Iteration 0F: 2 clusters Score -19665.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18931.339844 Penalty: 1834.770264
	Iteration 0F: 3 clusters Score -18931.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19076.890625 Penalty: 1834.770264
	Iteration 1F: 3 clusters Score -19076.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19102.814453 Penalty: 1834.770264
	Iteration 2Q: 3 clusters Score -19102.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19111.326172 Penalty: 1834.770264
	Iteration 3Q: 3 clusters Score -19111.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19116.500000 Penalty: 1834.770264
	Iteration 4Q: 3 clusters Score -19116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19117.839844 Penalty: 1834.770264
	Iteration 5Q: 3 clusters Score -19117.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19120.501953 Penalty: 1834.770264
	Iteration 6Q: 3 clusters Score -19120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19120.501953 Penalty: 1834.770264
	Iteration 7F: 3 clusters Score -19120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -78320.750000 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -78320.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77121.820312 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -77121.82 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77309.234375 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -77309.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77391.179688 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -77391.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77427.320312 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -77427.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77445.765625 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -77445.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77457.750000 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -77457.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77481.140625 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -77481.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77494.140625 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -77494.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77514.507812 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -77514.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77526.867188 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -77526.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77531.273438 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -77531.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77532.968750 Penalty: 2123.481201
	Iteration 11Q: 3 clusters Score -77532.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77532.968750 Penalty: 2123.481201
	Iteration 12F: 3 clusters Score -77532.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -27189.173828 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -27189.17 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 213 members 
Entering Unmasked Estep 
Score: -26340.695312 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -26340.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26773.046875 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -26773.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26933.677734 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -26933.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27009.531250 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -27009.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27066.404297 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -27066.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27139.837891 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -27139.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27169.796875 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -27169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27191.996094 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -27192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27205.552734 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -27205.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27239.226562 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -27239.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27258.988281 Penalty: 1966.928955
	Iteration 10Q: 3 clusters Score -27258.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27262.556641 Penalty: 1966.928955
	Iteration 11Q: 3 clusters Score -27262.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27264.847656 Penalty: 1966.928955
	Iteration 12Q: 3 clusters Score -27264.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27270.494141 Penalty: 1966.928955
	Iteration 13Q: 3 clusters Score -27270.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27271.873047 Penalty: 1966.928955
	Iteration 14Q: 3 clusters Score -27271.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27274.708984 Penalty: 1966.928955
	Iteration 15Q: 3 clusters Score -27274.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27274.708984 Penalty: 1966.928955
	Iteration 16F: 3 clusters Score -27274.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 195 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
Score: -141728192.000000 Penalty: 83940.617188
Splitting cluster 36 changes total score from -141729712.000000 to -141728192.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 123619 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 119118 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100391 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 129700 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 115380 members 
Mstep: Class 21 contains 47516 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13673 members 
Mstep: Class 31 contains 56561 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729536.000000 Penalty: 81671.953125
Iteration 319Q: 37 clusters Score -1.417295e+08 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 110047 members 
Mstep: Class 3 contains 123907 members 
Mstep: Class 4 contains 7755 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 13929 members 
Mstep: Class 10 contains 119013 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100474 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 10256 members 
Mstep: Class 16 contains 130012 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 17460 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 114876 members 
Mstep: Class 21 contains 47369 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6092 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13678 members 
Mstep: Class 31 contains 56762 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2359 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729968.000000 Penalty: 81671.953125
Iteration 320F: 37 clusters Score -1.4173e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 110044 members 
Mstep: Class 3 contains 124140 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 13919 members 
Mstep: Class 10 contains 118890 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100558 members 
Mstep: Class 13 contains 7668 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 10261 members 
Mstep: Class 16 contains 130262 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 17490 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 114435 members 
Mstep: Class 21 contains 47219 members 
Mstep: Class 22 contains 4203 members 
Mstep: Class 23 contains 111915 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6095 members 
Mstep: Class 28 contains 2252 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 56969 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2361 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730016.000000 Penalty: 81671.953125
Iteration 321Q: 37 clusters Score -1.4173e+08 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117070 members 
Mstep: Class 2 contains 110016 members 
Mstep: Class 3 contains 124405 members 
Mstep: Class 4 contains 7775 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 10062 members 
Mstep: Class 9 contains 13918 members 
Mstep: Class 10 contains 118775 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100642 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 4657 members 
Mstep: Class 15 contains 10256 members 
Mstep: Class 16 contains 130480 members 
Mstep: Class 17 contains 7312 members 
Mstep: Class 18 contains 17522 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 114004 members 
Mstep: Class 21 contains 47081 members 
Mstep: Class 22 contains 4197 members 
Mstep: Class 23 contains 111894 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13699 members 
Mstep: Class 31 contains 57187 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730032.000000 Penalty: 81671.953125
Iteration 322Q: 37 clusters Score -1.4173e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 110005 members 
Mstep: Class 3 contains 124564 members 
Mstep: Class 4 contains 7774 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 13919 members 
Mstep: Class 10 contains 118679 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100713 members 
Mstep: Class 13 contains 7667 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 10267 members 
Mstep: Class 16 contains 130660 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 17566 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 113626 members 
Mstep: Class 21 contains 46932 members 
Mstep: Class 22 contains 4191 members 
Mstep: Class 23 contains 111912 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13713 members 
Mstep: Class 31 contains 57399 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729936.000000 Penalty: 81671.953125
Iteration 323Q: 37 clusters Score -1.417299e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 109978 members 
Mstep: Class 3 contains 124673 members 
Mstep: Class 4 contains 7768 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 10066 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 118582 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100776 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 130888 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 17611 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 113315 members 
Mstep: Class 21 contains 46777 members 
Mstep: Class 22 contains 4192 members 
Mstep: Class 23 contains 111912 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13734 members 
Mstep: Class 31 contains 57579 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730576.000000 Penalty: 81671.953125
Iteration 324Q: 37 clusters Score -1.417306e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116814 members 
Mstep: Class 2 contains 109964 members 
Mstep: Class 3 contains 124734 members 
Mstep: Class 4 contains 7762 members 
Mstep: Class 5 contains 8200 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 118529 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100825 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 10276 members 
Mstep: Class 16 contains 131102 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 113002 members 
Mstep: Class 21 contains 46651 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 111894 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 2202 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13735 members 
Mstep: Class 31 contains 57768 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731040.000000 Penalty: 81671.953125
Iteration 325Q: 37 clusters Score -1.41731e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 109972 members 
Mstep: Class 3 contains 124819 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 8200 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10057 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 118504 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100878 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 10258 members 
Mstep: Class 16 contains 131221 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 112722 members 
Mstep: Class 21 contains 46563 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 111857 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6091 members 
Mstep: Class 28 contains 2199 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13740 members 
Mstep: Class 31 contains 57987 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2358 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731152.000000 Penalty: 81671.953125
Iteration 326Q: 37 clusters Score -1.417312e+08 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 109983 members 
Mstep: Class 3 contains 124916 members 
Mstep: Class 4 contains 7769 members 
Mstep: Class 5 contains 8200 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10052 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 118436 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100904 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 4950 members 
Mstep: Class 15 contains 10245 members 
Mstep: Class 16 contains 131337 members 
Mstep: Class 17 contains 7296 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 112467 members 
Mstep: Class 21 contains 46475 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 111788 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 2192 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13754 members 
Mstep: Class 31 contains 58217 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2356 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731040.000000 Penalty: 81671.953125
Iteration 327Q: 37 clusters Score -1.41731e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 109990 members 
Mstep: Class 3 contains 124971 members 
Mstep: Class 4 contains 7768 members 
Mstep: Class 5 contains 8187 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 13888 members 
Mstep: Class 10 contains 118347 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100934 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 131436 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 112270 members 
Mstep: Class 21 contains 46420 members 
Mstep: Class 22 contains 4184 members 
Mstep: Class 23 contains 111781 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13757 members 
Mstep: Class 31 contains 58412 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2353 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731200.000000 Penalty: 81671.953125
Iteration 328Q: 37 clusters Score -1.417312e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 109974 members 
Mstep: Class 3 contains 124981 members 
Mstep: Class 4 contains 7770 members 
Mstep: Class 5 contains 8172 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 13882 members 
Mstep: Class 10 contains 118273 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 100981 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 10233 members 
Mstep: Class 16 contains 131532 members 
Mstep: Class 17 contains 7288 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 112059 members 
Mstep: Class 21 contains 46375 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 111792 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13760 members 
Mstep: Class 31 contains 58591 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 2348 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731456.000000 Penalty: 81671.953125
Iteration 329Q: 37 clusters Score -1.417315e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 109935 members 
Mstep: Class 3 contains 124978 members 
Mstep: Class 4 contains 7774 members 
Mstep: Class 5 contains 8164 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 118221 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 101012 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 10212 members 
Mstep: Class 16 contains 131661 members 
Mstep: Class 17 contains 7285 members 
Mstep: Class 18 contains 17809 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111878 members 
Mstep: Class 21 contains 46347 members 
Mstep: Class 22 contains 4191 members 
Mstep: Class 23 contains 111784 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6090 members 
Mstep: Class 28 contains 2171 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13769 members 
Mstep: Class 31 contains 58724 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 2344 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732032.000000 Penalty: 81671.953125
Iteration 330Q: 37 clusters Score -1.41732e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 109897 members 
Mstep: Class 3 contains 124928 members 
Mstep: Class 4 contains 7775 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10043 members 
Mstep: Class 9 contains 13880 members 
Mstep: Class 10 contains 118137 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 101046 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 5203 members 
Mstep: Class 15 contains 10189 members 
Mstep: Class 16 contains 131749 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 17841 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111773 members 
Mstep: Class 21 contains 46310 members 
Mstep: Class 22 contains 4193 members 
Mstep: Class 23 contains 111822 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6093 members 
Mstep: Class 28 contains 2170 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13771 members 
Mstep: Class 31 contains 58860 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 2344 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732336.000000 Penalty: 81671.953125
Iteration 331Q: 37 clusters Score -1.417323e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 109853 members 
Mstep: Class 3 contains 124938 members 
Mstep: Class 4 contains 7774 members 
Mstep: Class 5 contains 8164 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10044 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 118072 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 101053 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 10172 members 
Mstep: Class 16 contains 131820 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 17859 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111656 members 
Mstep: Class 21 contains 46254 members 
Mstep: Class 22 contains 4197 members 
Mstep: Class 23 contains 111876 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6090 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13781 members 
Mstep: Class 31 contains 59001 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 2340 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732432.000000 Penalty: 81671.953125
Iteration 332Q: 37 clusters Score -1.417324e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 109841 members 
Mstep: Class 3 contains 124964 members 
Mstep: Class 4 contains 7779 members 
Mstep: Class 5 contains 8148 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10044 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 118006 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 101071 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 10150 members 
Mstep: Class 16 contains 131847 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 17877 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111572 members 
Mstep: Class 21 contains 46173 members 
Mstep: Class 22 contains 4199 members 
Mstep: Class 23 contains 111878 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13793 members 
Mstep: Class 31 contains 59117 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 2335 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732560.000000 Penalty: 81671.953125
Iteration 333Q: 37 clusters Score -1.417326e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 109821 members 
Mstep: Class 3 contains 125005 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 8136 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10044 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 117855 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 12 contains 101072 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 131882 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 17905 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111453 members 
Mstep: Class 21 contains 46104 members 
Mstep: Class 22 contains 4197 members 
Mstep: Class 23 contains 111912 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 6084 members 
Mstep: Class 28 contains 2157 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13800 members 
Mstep: Class 31 contains 59234 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 2334 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732704.000000 Penalty: 81671.953125
Iteration 334Q: 37 clusters Score -1.417327e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 109806 members 
Mstep: Class 3 contains 125080 members 
Mstep: Class 4 contains 7790 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 10044 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 117691 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 101083 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 10119 members 
Mstep: Class 16 contains 131884 members 
Mstep: Class 17 contains 7276 members 
Mstep: Class 18 contains 17944 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111351 members 
Mstep: Class 21 contains 46036 members 
Mstep: Class 22 contains 4202 members 
Mstep: Class 23 contains 111907 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 2152 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13812 members 
Mstep: Class 31 contains 59374 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 2330 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732416.000000 Penalty: 81671.953125
Iteration 335Q: 37 clusters Score -1.417324e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116508 members 
Mstep: Class 2 contains 109763 members 
Mstep: Class 3 contains 125150 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 10044 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 117523 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 101097 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 5538 members 
Mstep: Class 15 contains 10112 members 
Mstep: Class 16 contains 131888 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 17986 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111229 members 
Mstep: Class 21 contains 46002 members 
Mstep: Class 22 contains 4203 members 
Mstep: Class 23 contains 111938 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 2150 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13823 members 
Mstep: Class 31 contains 59436 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2322 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732624.000000 Penalty: 81671.953125
Iteration 336Q: 37 clusters Score -1.417326e+08 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 109734 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 10042 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 117412 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 101134 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 10088 members 
Mstep: Class 16 contains 131859 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 18 contains 18023 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 111110 members 
Mstep: Class 21 contains 45972 members 
Mstep: Class 22 contains 4204 members 
Mstep: Class 23 contains 111940 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 2151 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13827 members 
Mstep: Class 31 contains 59508 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2316 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732704.000000 Penalty: 81671.953125
Iteration 337Q: 37 clusters Score -1.417327e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116571 members 
Mstep: Class 2 contains 109728 members 
Mstep: Class 3 contains 125337 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10043 members 
Mstep: Class 9 contains 13887 members 
Mstep: Class 10 contains 117299 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 101150 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 5661 members 
Mstep: Class 15 contains 10072 members 
Mstep: Class 16 contains 131832 members 
Mstep: Class 17 contains 7271 members 
Mstep: Class 18 contains 18065 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110983 members 
Mstep: Class 21 contains 45943 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 111942 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 2152 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13835 members 
Mstep: Class 31 contains 59592 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2313 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732720.000000 Penalty: 81671.953125
Iteration 338Q: 37 clusters Score -1.417327e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 109725 members 
Mstep: Class 3 contains 125381 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10043 members 
Mstep: Class 9 contains 13875 members 
Mstep: Class 10 contains 117241 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 101163 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 14 contains 5710 members 
Mstep: Class 15 contains 10052 members 
Mstep: Class 16 contains 131806 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 18 contains 18102 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110914 members 
Mstep: Class 21 contains 45894 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 111937 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 6075 members 
Mstep: Class 28 contains 2149 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13857 members 
Mstep: Class 31 contains 59696 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2310 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732880.000000 Penalty: 81671.953125
Iteration 339Q: 37 clusters Score -1.417329e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 109711 members 
Mstep: Class 3 contains 125455 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10042 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 117158 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101163 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 10032 members 
Mstep: Class 16 contains 131798 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 18120 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110877 members 
Mstep: Class 21 contains 45851 members 
Mstep: Class 22 contains 4210 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13870 members 
Mstep: Class 31 contains 59787 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2310 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733344.000000 Penalty: 81671.953125
Iteration 340F: 37 clusters Score -1.417333e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 109688 members 
Mstep: Class 3 contains 125566 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 13871 members 
Mstep: Class 10 contains 117136 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101157 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 5803 members 
Mstep: Class 15 contains 10021 members 
Mstep: Class 16 contains 131800 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 18131 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110787 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 111862 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6075 members 
Mstep: Class 28 contains 2141 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13878 members 
Mstep: Class 31 contains 59865 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2308 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733568.000000 Penalty: 81671.953125
Iteration 341Q: 37 clusters Score -1.417336e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 109659 members 
Mstep: Class 3 contains 125710 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10037 members 
Mstep: Class 9 contains 13865 members 
Mstep: Class 10 contains 117108 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101152 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 131828 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 18142 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110657 members 
Mstep: Class 21 contains 45776 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111854 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6073 members 
Mstep: Class 28 contains 2135 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13883 members 
Mstep: Class 31 contains 59913 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2308 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733776.000000 Penalty: 81671.953125
Iteration 342Q: 37 clusters Score -1.417338e+08 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 109641 members 
Mstep: Class 3 contains 125840 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 1045 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10035 members 
Mstep: Class 9 contains 13862 members 
Mstep: Class 10 contains 117106 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101150 members 
Mstep: Class 13 contains 7667 members 
Mstep: Class 14 contains 5913 members 
Mstep: Class 15 contains 9973 members 
Mstep: Class 16 contains 131853 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 18163 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110529 members 
Mstep: Class 21 contains 45718 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111820 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 2135 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13892 members 
Mstep: Class 31 contains 59981 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2305 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733760.000000 Penalty: 81671.953125
Iteration 343Q: 37 clusters Score -1.417338e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 109656 members 
Mstep: Class 3 contains 126048 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10036 members 
Mstep: Class 9 contains 13850 members 
Mstep: Class 10 contains 117072 members 
Mstep: Class 11 contains 726 members 
Mstep: Class 12 contains 101149 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 9951 members 
Mstep: Class 16 contains 131882 members 
Mstep: Class 17 contains 7262 members 
Mstep: Class 18 contains 18173 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110370 members 
Mstep: Class 21 contains 45665 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 111782 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6071 members 
Mstep: Class 28 contains 2133 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13904 members 
Mstep: Class 31 contains 60012 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2298 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734128.000000 Penalty: 81671.953125
Iteration 344Q: 37 clusters Score -1.417341e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 109659 members 
Mstep: Class 3 contains 126180 members 
Mstep: Class 4 contains 7823 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 10035 members 
Mstep: Class 9 contains 13844 members 
Mstep: Class 10 contains 117047 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101146 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 9937 members 
Mstep: Class 16 contains 131930 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 18197 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110225 members 
Mstep: Class 21 contains 45610 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 111792 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 2133 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13907 members 
Mstep: Class 31 contains 60043 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2294 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734000.000000 Penalty: 81671.953125
Iteration 345Q: 37 clusters Score -1.41734e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 109662 members 
Mstep: Class 3 contains 126222 members 
Mstep: Class 4 contains 7822 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10033 members 
Mstep: Class 9 contains 13835 members 
Mstep: Class 10 contains 117017 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101147 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 9918 members 
Mstep: Class 16 contains 131987 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 18211 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110105 members 
Mstep: Class 21 contains 45558 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 111835 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6065 members 
Mstep: Class 28 contains 2136 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13906 members 
Mstep: Class 31 contains 60109 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2293 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734096.000000 Penalty: 81671.953125
Iteration 346Q: 37 clusters Score -1.417341e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 109681 members 
Mstep: Class 3 contains 126265 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10032 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 116968 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 101141 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 9901 members 
Mstep: Class 16 contains 132100 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 18220 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 110005 members 
Mstep: Class 21 contains 45517 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 111799 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6061 members 
Mstep: Class 28 contains 2137 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13913 members 
Mstep: Class 31 contains 60145 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2292 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734272.000000 Penalty: 81671.953125
Iteration 347Q: 37 clusters Score -1.417343e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 109683 members 
Mstep: Class 3 contains 126385 members 
Mstep: Class 4 contains 7831 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 13813 members 
Mstep: Class 10 contains 116962 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 101147 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 132152 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 18245 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 109817 members 
Mstep: Class 21 contains 45452 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 111824 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 2139 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13915 members 
Mstep: Class 31 contains 60195 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2292 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734160.000000 Penalty: 81671.953125
Iteration 348Q: 37 clusters Score -1.417342e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 109694 members 
Mstep: Class 3 contains 126505 members 
Mstep: Class 4 contains 7834 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 13797 members 
Mstep: Class 10 contains 116974 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 101152 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 16 contains 132200 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 109567 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 4221 members 
Mstep: Class 23 contains 111833 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 2140 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13923 members 
Mstep: Class 31 contains 60255 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734512.000000 Penalty: 81671.953125
Iteration 349Q: 37 clusters Score -1.417345e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116380 members 
Mstep: Class 2 contains 109695 members 
Mstep: Class 3 contains 126632 members 
Mstep: Class 4 contains 7838 members 
Mstep: Class 5 contains 7994 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10030 members 
Mstep: Class 9 contains 13788 members 
Mstep: Class 10 contains 116944 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 101150 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 16 contains 132264 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 109319 members 
Mstep: Class 21 contains 45336 members 
Mstep: Class 22 contains 4222 members 
Mstep: Class 23 contains 111860 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6057 members 
Mstep: Class 28 contains 2147 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13926 members 
Mstep: Class 31 contains 60326 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734528.000000 Penalty: 81671.953125
Iteration 350Q: 37 clusters Score -1.417345e+08 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 109695 members 
Mstep: Class 3 contains 126763 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 7993 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 13785 members 
Mstep: Class 10 contains 116928 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 101150 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 6290 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 16 contains 132288 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 109095 members 
Mstep: Class 21 contains 45291 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 111862 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6055 members 
Mstep: Class 28 contains 2156 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13926 members 
Mstep: Class 31 contains 60398 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2292 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734464.000000 Penalty: 81671.953125
Iteration 351Q: 37 clusters Score -1.417345e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 109699 members 
Mstep: Class 3 contains 126913 members 
Mstep: Class 4 contains 7850 members 
Mstep: Class 5 contains 7993 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 13774 members 
Mstep: Class 10 contains 116867 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 101151 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 6319 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 16 contains 132333 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 18313 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 108876 members 
Mstep: Class 21 contains 45250 members 
Mstep: Class 22 contains 4221 members 
Mstep: Class 23 contains 111856 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6050 members 
Mstep: Class 28 contains 2162 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13929 members 
Mstep: Class 31 contains 60479 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734320.000000 Penalty: 81671.953125
Iteration 352Q: 37 clusters Score -1.417343e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 109707 members 
Mstep: Class 3 contains 127041 members 
Mstep: Class 4 contains 7851 members 
Mstep: Class 5 contains 7987 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 13760 members 
Mstep: Class 10 contains 116789 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 101145 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 6355 members 
Mstep: Class 15 contains 9821 members 
Mstep: Class 16 contains 132385 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 18328 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 108733 members 
Mstep: Class 21 contains 45227 members 
Mstep: Class 22 contains 4221 members 
Mstep: Class 23 contains 111864 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 2164 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13931 members 
Mstep: Class 31 contains 60508 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733888.000000 Penalty: 81671.953125
Iteration 353Q: 37 clusters Score -1.417339e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 109720 members 
Mstep: Class 3 contains 127191 members 
Mstep: Class 4 contains 7850 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 13752 members 
Mstep: Class 10 contains 116705 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101150 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 6386 members 
Mstep: Class 15 contains 9797 members 
Mstep: Class 16 contains 132424 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 18337 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 108576 members 
Mstep: Class 21 contains 45219 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 111871 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6048 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13932 members 
Mstep: Class 31 contains 60533 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 2282 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733760.000000 Penalty: 81671.953125
Iteration 354Q: 37 clusters Score -1.417338e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 109727 members 
Mstep: Class 3 contains 127409 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7979 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 13748 members 
Mstep: Class 10 contains 116648 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101158 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 6413 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 132467 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 18352 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 108345 members 
Mstep: Class 21 contains 45219 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 contains 111859 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 2161 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13943 members 
Mstep: Class 31 contains 60534 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2279 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733600.000000 Penalty: 81671.953125
Iteration 355Q: 37 clusters Score -1.417336e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 109737 members 
Mstep: Class 3 contains 127593 members 
Mstep: Class 4 contains 7851 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 13748 members 
Mstep: Class 10 contains 116622 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101165 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 6442 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 132506 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 18365 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 108103 members 
Mstep: Class 21 contains 45188 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 111904 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 2159 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13948 members 
Mstep: Class 31 contains 60556 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2280 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733440.000000 Penalty: 81671.953125
Iteration 356Q: 37 clusters Score -1.417334e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 109753 members 
Mstep: Class 3 contains 127722 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 13739 members 
Mstep: Class 10 contains 116576 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101179 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6471 members 
Mstep: Class 15 contains 9739 members 
Mstep: Class 16 contains 132555 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 18389 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107888 members 
Mstep: Class 21 contains 45157 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 111980 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6043 members 
Mstep: Class 28 contains 2156 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13949 members 
Mstep: Class 31 contains 60573 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2284 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733392.000000 Penalty: 81671.953125
Iteration 357Q: 37 clusters Score -1.417334e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 109765 members 
Mstep: Class 3 contains 127778 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1314 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 116578 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101181 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6498 members 
Mstep: Class 15 contains 9714 members 
Mstep: Class 16 contains 132639 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107654 members 
Mstep: Class 21 contains 45128 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112054 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6038 members 
Mstep: Class 28 contains 2153 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13956 members 
Mstep: Class 31 contains 60585 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732960.000000 Penalty: 81671.953125
Iteration 358Q: 37 clusters Score -1.41733e+08 nChanged 2154
Entering ConstructFrom: 
Score: -141732960.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (116391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116391 members 
Entering Unmasked Estep 
Score: -14644243.000000 Penalty: 1895.515381
	Iteration 0F: 2 clusters Score -1.464424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -14569508.000000 Penalty: 3791.030762
	Iteration 0F: 3 clusters Score -1.456951e+07 nChanged 56062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -14603344.000000 Penalty: 3791.030762
	Iteration 1F: 3 clusters Score -1.460334e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -14605135.000000 Penalty: 3791.030762
	Iteration 2Q: 3 clusters Score -1.460514e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -14607448.000000 Penalty: 3791.030762
	Iteration 3Q: 3 clusters Score -1.460745e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -14610349.000000 Penalty: 3791.030762
	Iteration 4F: 3 clusters Score -1.461035e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -14614182.000000 Penalty: 3791.030762
	Iteration 5F: 3 clusters Score -1.461418e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -14618758.000000 Penalty: 3791.030762
	Iteration 6F: 3 clusters Score -1.461876e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -14623807.000000 Penalty: 3791.030762
	Iteration 7F: 3 clusters Score -1.462381e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -14627820.000000 Penalty: 3791.030762
	Iteration 8F: 3 clusters Score -1.462782e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -14630380.000000 Penalty: 3791.030762
	Iteration 9Q: 3 clusters Score -1.463038e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -14631649.000000 Penalty: 3791.030762
	Iteration 10Q: 3 clusters Score -1.463165e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -14632581.000000 Penalty: 3791.030762
	Iteration 11Q: 3 clusters Score -1.463258e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -14633365.000000 Penalty: 3791.030762
	Iteration 12Q: 3 clusters Score -1.463336e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -14634129.000000 Penalty: 3791.030762
	Iteration 13Q: 3 clusters Score -1.463413e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -14634947.000000 Penalty: 3791.030762
	Iteration 14Q: 3 clusters Score -1.463495e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -14635842.000000 Penalty: 3791.030762
	Iteration 15Q: 3 clusters Score -1.463584e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -14636629.000000 Penalty: 3791.030762
	Iteration 16Q: 3 clusters Score -1.463663e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -14637417.000000 Penalty: 3791.030762
	Iteration 17Q: 3 clusters Score -1.463742e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -14638120.000000 Penalty: 3791.030762
	Iteration 18Q: 3 clusters Score -1.463812e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -14638957.000000 Penalty: 3791.030762
	Iteration 19Q: 3 clusters Score -1.463896e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -14639812.000000 Penalty: 3791.030762
	Iteration 20F: 3 clusters Score -1.463981e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -14640644.000000 Penalty: 3791.030762
	Iteration 21Q: 3 clusters Score -1.464064e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -14641307.000000 Penalty: 3791.030762
	Iteration 22Q: 3 clusters Score -1.464131e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -14641759.000000 Penalty: 3791.030762
	Iteration 23Q: 3 clusters Score -1.464176e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -14642150.000000 Penalty: 3791.030762
	Iteration 24Q: 3 clusters Score -1.464215e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -14642367.000000 Penalty: 3791.030762
	Iteration 25Q: 3 clusters Score -1.464237e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -14642544.000000 Penalty: 3791.030762
	Iteration 26Q: 3 clusters Score -1.464254e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
Score: -14642736.000000 Penalty: 3791.030762
	Iteration 27Q: 3 clusters Score -1.464274e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -14642895.000000 Penalty: 3791.030762
	Iteration 28Q: 3 clusters Score -1.46429e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -14643089.000000 Penalty: 3791.030762
	Iteration 29Q: 3 clusters Score -1.464309e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -14643171.000000 Penalty: 3791.030762
	Iteration 30Q: 3 clusters Score -1.464317e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -14643228.000000 Penalty: 3791.030762
	Iteration 31Q: 3 clusters Score -1.464323e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 113652 members 
Entering Unmasked Estep 
Score: -14643263.000000 Penalty: 3791.030762
	Iteration 32Q: 3 clusters Score -1.464326e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -14643214.000000 Penalty: 3791.030762
	Iteration 33Q: 3 clusters Score -1.464321e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 114295 members 
Entering Unmasked Estep 
Score: -14643197.000000 Penalty: 3791.030762
	Iteration 34Q: 3 clusters Score -1.46432e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -14643196.000000 Penalty: 3791.030762
	Iteration 35Q: 3 clusters Score -1.46432e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -14643169.000000 Penalty: 3791.030762
	Iteration 36Q: 3 clusters Score -1.464317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -14643176.000000 Penalty: 3791.030762
	Iteration 37Q: 3 clusters Score -1.464318e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 114941 members 
Entering Unmasked Estep 
Score: -14643156.000000 Penalty: 3791.030762
	Iteration 38Q: 3 clusters Score -1.464316e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -14643156.000000 Penalty: 3791.030762
	Iteration 39Q: 3 clusters Score -1.464316e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -14643156.000000 Penalty: 3791.030762
	Iteration 40F: 3 clusters Score -1.464316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -14643159.000000 Penalty: 3791.030762
	Iteration 41Q: 3 clusters Score -1.464316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 115178 members 
Entering Unmasked Estep 
Score: -14643187.000000 Penalty: 3791.030762
	Iteration 42Q: 3 clusters Score -1.464319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -14643189.000000 Penalty: 3791.030762
	Iteration 43Q: 3 clusters Score -1.464319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -14643190.000000 Penalty: 3791.030762
	Iteration 44Q: 3 clusters Score -1.464319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 115264 members 
Entering Unmasked Estep 
Score: -14643182.000000 Penalty: 3791.030762
	Iteration 45Q: 3 clusters Score -1.464318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -14643178.000000 Penalty: 3791.030762
	Iteration 46Q: 3 clusters Score -1.464318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -14643183.000000 Penalty: 3791.030762
	Iteration 47Q: 3 clusters Score -1.464318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -14643174.000000 Penalty: 3791.030762
	Iteration 48Q: 3 clusters Score -1.464317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -14643175.000000 Penalty: 3791.030762
	Iteration 49Q: 3 clusters Score -1.464318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -14643182.000000 Penalty: 3791.030762
	Iteration 50Q: 3 clusters Score -1.464318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -14643187.000000 Penalty: 3791.030762
	Iteration 51Q: 3 clusters Score -1.464319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -14643192.000000 Penalty: 3791.030762
	Iteration 52Q: 3 clusters Score -1.464319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 115388 members 
Entering Unmasked Estep 
Score: -14643180.000000 Penalty: 3791.030762
	Iteration 53Q: 3 clusters Score -1.464318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 115392 members 
Entering Unmasked Estep 
Score: -14643165.000000 Penalty: 3791.030762
	Iteration 54Q: 3 clusters Score -1.464316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -14643172.000000 Penalty: 3791.030762
	Iteration 55Q: 3 clusters Score -1.464317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -14643175.000000 Penalty: 3791.030762
	Iteration 56Q: 3 clusters Score -1.464318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -14643174.000000 Penalty: 3791.030762
	Iteration 57Q: 3 clusters Score -1.464317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -14643169.000000 Penalty: 3791.030762
	Iteration 58Q: 3 clusters Score -1.464317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -14643167.000000 Penalty: 3791.030762
	Iteration 59Q: 3 clusters Score -1.464317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -14643167.000000 Penalty: 3791.030762
	Iteration 60F: 3 clusters Score -1.464317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -14643164.000000 Penalty: 3791.030762
	Iteration 61Q: 3 clusters Score -1.464316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -14643158.000000 Penalty: 3791.030762
	Iteration 62Q: 3 clusters Score -1.464316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -14643168.000000 Penalty: 3791.030762
	Iteration 63Q: 3 clusters Score -1.464317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 115421 members 
Entering Unmasked Estep 
Score: -14643160.000000 Penalty: 3791.030762
	Iteration 64Q: 3 clusters Score -1.464316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -14643156.000000 Penalty: 3791.030762
	Iteration 65Q: 3 clusters Score -1.464316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -14643158.000000 Penalty: 3791.030762
	Iteration 66Q: 3 clusters Score -1.464316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -14643166.000000 Penalty: 3791.030762
	Iteration 67Q: 3 clusters Score -1.464317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -14643154.000000 Penalty: 3791.030762
	Iteration 68Q: 3 clusters Score -1.464315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -14643154.000000 Penalty: 3791.030762
	Iteration 69F: 3 clusters Score -1.464315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Entering Unmasked Estep 
Score: -13818415.000000 Penalty: 1885.996704
	Iteration 0F: 2 clusters Score -1.381842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -13746758.000000 Penalty: 3771.993408
	Iteration 0F: 3 clusters Score -1.374676e+07 nChanged 52455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -13777348.000000 Penalty: 3771.993408
	Iteration 1F: 3 clusters Score -1.377735e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -13777970.000000 Penalty: 3771.993408
	Iteration 2Q: 3 clusters Score -1.377797e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -13778627.000000 Penalty: 3771.993408
	Iteration 3Q: 3 clusters Score -1.377863e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -13779342.000000 Penalty: 3771.993408
	Iteration 4Q: 3 clusters Score -1.377934e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -13780495.000000 Penalty: 3771.993408
	Iteration 5Q: 3 clusters Score -1.37805e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -13782316.000000 Penalty: 3771.993408
	Iteration 6Q: 3 clusters Score -1.378232e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -13785315.000000 Penalty: 3771.993408
	Iteration 7F: 3 clusters Score -1.378532e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -13790464.000000 Penalty: 3771.993408
	Iteration 8F: 3 clusters Score -1.379046e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -13797349.000000 Penalty: 3771.993408
	Iteration 9F: 3 clusters Score -1.379735e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -13803985.000000 Penalty: 3771.993408
	Iteration 10F: 3 clusters Score -1.380398e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -13808636.000000 Penalty: 3771.993408
	Iteration 11Q: 3 clusters Score -1.380864e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -13811270.000000 Penalty: 3771.993408
	Iteration 12Q: 3 clusters Score -1.381127e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -13812892.000000 Penalty: 3771.993408
	Iteration 13Q: 3 clusters Score -1.381289e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -13813848.000000 Penalty: 3771.993408
	Iteration 14Q: 3 clusters Score -1.381385e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -13814474.000000 Penalty: 3771.993408
	Iteration 15Q: 3 clusters Score -1.381447e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -13814955.000000 Penalty: 3771.993408
	Iteration 16Q: 3 clusters Score -1.381496e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -13815287.000000 Penalty: 3771.993408
	Iteration 17Q: 3 clusters Score -1.381529e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104255 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -13815613.000000 Penalty: 3771.993408
	Iteration 18Q: 3 clusters Score -1.381561e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -13815837.000000 Penalty: 3771.993408
	Iteration 19Q: 3 clusters Score -1.381584e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -13816013.000000 Penalty: 3771.993408
	Iteration 20F: 3 clusters Score -1.381601e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -13816212.000000 Penalty: 3771.993408
	Iteration 21Q: 3 clusters Score -1.381621e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -13816302.000000 Penalty: 3771.993408
	Iteration 22Q: 3 clusters Score -1.38163e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -13816431.000000 Penalty: 3771.993408
	Iteration 23Q: 3 clusters Score -1.381643e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -13816479.000000 Penalty: 3771.993408
	Iteration 24Q: 3 clusters Score -1.381648e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13816526.000000 Penalty: 3771.993408
	Iteration 25Q: 3 clusters Score -1.381653e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -13816549.000000 Penalty: 3771.993408
	Iteration 26Q: 3 clusters Score -1.381655e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107456 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -13816580.000000 Penalty: 3771.993408
	Iteration 27Q: 3 clusters Score -1.381658e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -13816626.000000 Penalty: 3771.993408
	Iteration 28Q: 3 clusters Score -1.381663e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -13816638.000000 Penalty: 3771.993408
	Iteration 29Q: 3 clusters Score -1.381664e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107852 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13816672.000000 Penalty: 3771.993408
	Iteration 30Q: 3 clusters Score -1.381667e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13816732.000000 Penalty: 3771.993408
	Iteration 31Q: 3 clusters Score -1.381673e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108037 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13816737.000000 Penalty: 3771.993408
	Iteration 32Q: 3 clusters Score -1.381674e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13816747.000000 Penalty: 3771.993408
	Iteration 33Q: 3 clusters Score -1.381675e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13816754.000000 Penalty: 3771.993408
	Iteration 34Q: 3 clusters Score -1.381675e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13816753.000000 Penalty: 3771.993408
	Iteration 35Q: 3 clusters Score -1.381675e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108264 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13816766.000000 Penalty: 3771.993408
	Iteration 36Q: 3 clusters Score -1.381677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108291 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13816789.000000 Penalty: 3771.993408
	Iteration 37Q: 3 clusters Score -1.381679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -13816794.000000 Penalty: 3771.993408
	Iteration 38Q: 3 clusters Score -1.381679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13816841.000000 Penalty: 3771.993408
	Iteration 39Q: 3 clusters Score -1.381684e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -13816837.000000 Penalty: 3771.993408
	Iteration 40F: 3 clusters Score -1.381684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13816841.000000 Penalty: 3771.993408
	Iteration 41Q: 3 clusters Score -1.381684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -13816833.000000 Penalty: 3771.993408
	Iteration 42Q: 3 clusters Score -1.381683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13816838.000000 Penalty: 3771.993408
	Iteration 43Q: 3 clusters Score -1.381684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13816845.000000 Penalty: 3771.993408
	Iteration 44Q: 3 clusters Score -1.381684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13816855.000000 Penalty: 3771.993408
	Iteration 45Q: 3 clusters Score -1.381686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13816852.000000 Penalty: 3771.993408
	Iteration 46Q: 3 clusters Score -1.381685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -13816864.000000 Penalty: 3771.993408
	Iteration 47Q: 3 clusters Score -1.381686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13816856.000000 Penalty: 3771.993408
	Iteration 48Q: 3 clusters Score -1.381686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13816870.000000 Penalty: 3771.993408
	Iteration 49Q: 3 clusters Score -1.381687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13816883.000000 Penalty: 3771.993408
	Iteration 50Q: 3 clusters Score -1.381688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13816876.000000 Penalty: 3771.993408
	Iteration 51Q: 3 clusters Score -1.381688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13816881.000000 Penalty: 3771.993408
	Iteration 52Q: 3 clusters Score -1.381688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13816882.000000 Penalty: 3771.993408
	Iteration 53Q: 3 clusters Score -1.381688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13816884.000000 Penalty: 3771.993408
	Iteration 54Q: 3 clusters Score -1.381688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13816878.000000 Penalty: 3771.993408
	Iteration 55Q: 3 clusters Score -1.381688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13816875.000000 Penalty: 3771.993408
	Iteration 56Q: 3 clusters Score -1.381688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -13816876.000000 Penalty: 3771.993408
	Iteration 57Q: 3 clusters Score -1.381688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13816877.000000 Penalty: 3771.993408
	Iteration 58Q: 3 clusters Score -1.381688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13816884.000000 Penalty: 3771.993408
	Iteration 59Q: 3 clusters Score -1.381688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13816895.000000 Penalty: 3771.993408
	Iteration 60F: 3 clusters Score -1.38169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13816891.000000 Penalty: 3771.993408
	Iteration 61Q: 3 clusters Score -1.381689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13816891.000000 Penalty: 3771.993408
	Iteration 62Q: 3 clusters Score -1.381689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13816882.000000 Penalty: 3771.993408
	Iteration 63Q: 3 clusters Score -1.381688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13816870.000000 Penalty: 3771.993408
	Iteration 64Q: 3 clusters Score -1.381687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108628 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13816867.000000 Penalty: 3771.993408
	Iteration 65Q: 3 clusters Score -1.381687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13816861.000000 Penalty: 3771.993408
	Iteration 66Q: 3 clusters Score -1.381686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13816867.000000 Penalty: 3771.993408
	Iteration 67Q: 3 clusters Score -1.381687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13816871.000000 Penalty: 3771.993408
	Iteration 68Q: 3 clusters Score -1.381687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108642 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13816873.000000 Penalty: 3771.993408
	Iteration 69Q: 3 clusters Score -1.381687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -13816872.000000 Penalty: 3771.993408
	Iteration 70Q: 3 clusters Score -1.381687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13816877.000000 Penalty: 3771.993408
	Iteration 71Q: 3 clusters Score -1.381688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13816868.000000 Penalty: 3771.993408
	Iteration 72Q: 3 clusters Score -1.381687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13816873.000000 Penalty: 3771.993408
	Iteration 73Q: 3 clusters Score -1.381687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13816877.000000 Penalty: 3771.993408
	Iteration 74Q: 3 clusters Score -1.381688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13816868.000000 Penalty: 3771.993408
	Iteration 75Q: 3 clusters Score -1.381687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13816857.000000 Penalty: 3771.993408
	Iteration 76Q: 3 clusters Score -1.381686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13816863.000000 Penalty: 3771.993408
	Iteration 77Q: 3 clusters Score -1.381686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13816866.000000 Penalty: 3771.993408
	Iteration 78Q: 3 clusters Score -1.381687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13816880.000000 Penalty: 3771.993408
	Iteration 79Q: 3 clusters Score -1.381688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13816884.000000 Penalty: 3771.993408
	Iteration 80F: 3 clusters Score -1.381688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13816892.000000 Penalty: 3771.993408
	Iteration 81Q: 3 clusters Score -1.381689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13816899.000000 Penalty: 3771.993408
	Iteration 82Q: 3 clusters Score -1.38169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13816901.000000 Penalty: 3771.993408
	Iteration 83Q: 3 clusters Score -1.38169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13816908.000000 Penalty: 3771.993408
	Iteration 84Q: 3 clusters Score -1.381691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -13816901.000000 Penalty: 3771.993408
	Iteration 85Q: 3 clusters Score -1.38169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13816901.000000 Penalty: 3771.993408
	Iteration 86Q: 3 clusters Score -1.38169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13816903.000000 Penalty: 3771.993408
	Iteration 87Q: 3 clusters Score -1.38169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13816893.000000 Penalty: 3771.993408
	Iteration 88Q: 3 clusters Score -1.381689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13816894.000000 Penalty: 3771.993408
	Iteration 89Q: 3 clusters Score -1.381689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13816885.000000 Penalty: 3771.993408
	Iteration 90Q: 3 clusters Score -1.381688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13816884.000000 Penalty: 3771.993408
	Iteration 91Q: 3 clusters Score -1.381688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13816885.000000 Penalty: 3771.993408
	Iteration 92Q: 3 clusters Score -1.381688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13816879.000000 Penalty: 3771.993408
	Iteration 93Q: 3 clusters Score -1.381688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13816882.000000 Penalty: 3771.993408
	Iteration 94Q: 3 clusters Score -1.381688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13816882.000000 Penalty: 3771.993408
	Iteration 95F: 3 clusters Score -1.381688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (127826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Entering Unmasked Estep 
Score: -16197241.000000 Penalty: 1910.744141
	Iteration 0F: 2 clusters Score -1.619724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -16118905.000000 Penalty: 3821.488281
	Iteration 0F: 3 clusters Score -1.61189e+07 nChanged 61424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -16155202.000000 Penalty: 3821.488281
	Iteration 1F: 3 clusters Score -1.61552e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -16156564.000000 Penalty: 3821.488281
	Iteration 2Q: 3 clusters Score -1.615656e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -16158316.000000 Penalty: 3821.488281
	Iteration 3Q: 3 clusters Score -1.615832e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -16160961.000000 Penalty: 3821.488281
	Iteration 4Q: 3 clusters Score -1.616096e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -16165201.000000 Penalty: 3821.488281
	Iteration 5F: 3 clusters Score -1.61652e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -16171329.000000 Penalty: 3821.488281
	Iteration 6F: 3 clusters Score -1.617133e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -16178771.000000 Penalty: 3821.488281
	Iteration 7F: 3 clusters Score -1.617877e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -16185325.000000 Penalty: 3821.488281
	Iteration 8F: 3 clusters Score -1.618532e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -16188970.000000 Penalty: 3821.488281
	Iteration 9Q: 3 clusters Score -1.618897e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -16190808.000000 Penalty: 3821.488281
	Iteration 10Q: 3 clusters Score -1.619081e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -16191996.000000 Penalty: 3821.488281
	Iteration 11Q: 3 clusters Score -1.6192e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -16193054.000000 Penalty: 3821.488281
	Iteration 12Q: 3 clusters Score -1.619305e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -16193901.000000 Penalty: 3821.488281
	Iteration 13Q: 3 clusters Score -1.61939e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -16194764.000000 Penalty: 3821.488281
	Iteration 14Q: 3 clusters Score -1.619476e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110357 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -16195362.000000 Penalty: 3821.488281
	Iteration 15Q: 3 clusters Score -1.619536e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112639 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -16196027.000000 Penalty: 3821.488281
	Iteration 16Q: 3 clusters Score -1.619603e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -16196173.000000 Penalty: 3821.488281
	Iteration 17Q: 3 clusters Score -1.619617e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117480 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -16196332.000000 Penalty: 3821.488281
	Iteration 18Q: 3 clusters Score -1.619633e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119789 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -16196312.000000 Penalty: 3821.488281
	Iteration 19Q: 3 clusters Score -1.619631e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121832 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -16196397.000000 Penalty: 3821.488281
	Iteration 20F: 3 clusters Score -1.61964e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -16196292.000000 Penalty: 3821.488281
	Iteration 21Q: 3 clusters Score -1.619629e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -16196174.000000 Penalty: 3821.488281
	Iteration 22Q: 3 clusters Score -1.619617e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125535 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -16196113.000000 Penalty: 3821.488281
	Iteration 23Q: 3 clusters Score -1.619611e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -16195969.000000 Penalty: 3821.488281
	Iteration 24Q: 3 clusters Score -1.619597e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -16195897.000000 Penalty: 3821.488281
	Iteration 25Q: 3 clusters Score -1.61959e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16195869.000000 Penalty: 3821.488281
	Iteration 26Q: 3 clusters Score -1.619587e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127028 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -16195843.000000 Penalty: 3821.488281
	Iteration 27Q: 3 clusters Score -1.619584e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127168 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -16195848.000000 Penalty: 3821.488281
	Iteration 28Q: 3 clusters Score -1.619585e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16195829.000000 Penalty: 3821.488281
	Iteration 29Q: 3 clusters Score -1.619583e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127310 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -16195855.000000 Penalty: 3821.488281
	Iteration 30Q: 3 clusters Score -1.619586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -16195833.000000 Penalty: 3821.488281
	Iteration 31Q: 3 clusters Score -1.619583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16195860.000000 Penalty: 3821.488281
	Iteration 32Q: 3 clusters Score -1.619586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -16195854.000000 Penalty: 3821.488281
	Iteration 33Q: 3 clusters Score -1.619585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127415 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16195863.000000 Penalty: 3821.488281
	Iteration 34Q: 3 clusters Score -1.619586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -16195854.000000 Penalty: 3821.488281
	Iteration 35Q: 3 clusters Score -1.619585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16195848.000000 Penalty: 3821.488281
	Iteration 36Q: 3 clusters Score -1.619585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16195850.000000 Penalty: 3821.488281
	Iteration 37Q: 3 clusters Score -1.619585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16195845.000000 Penalty: 3821.488281
	Iteration 38Q: 3 clusters Score -1.619584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127442 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16195844.000000 Penalty: 3821.488281
	Iteration 39Q: 3 clusters Score -1.619584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16195849.000000 Penalty: 3821.488281
	Iteration 40F: 3 clusters Score -1.619585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16195853.000000 Penalty: 3821.488281
	Iteration 41Q: 3 clusters Score -1.619585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127455 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16195857.000000 Penalty: 3821.488281
	Iteration 42Q: 3 clusters Score -1.619586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16195870.000000 Penalty: 3821.488281
	Iteration 43Q: 3 clusters Score -1.619587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16195875.000000 Penalty: 3821.488281
	Iteration 44Q: 3 clusters Score -1.619588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127452 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16195880.000000 Penalty: 3821.488281
	Iteration 45Q: 3 clusters Score -1.619588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16195883.000000 Penalty: 3821.488281
	Iteration 46Q: 3 clusters Score -1.619588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127453 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16195879.000000 Penalty: 3821.488281
	Iteration 47Q: 3 clusters Score -1.619588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16195875.000000 Penalty: 3821.488281
	Iteration 48Q: 3 clusters Score -1.619588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16195881.000000 Penalty: 3821.488281
	Iteration 49Q: 3 clusters Score -1.619588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127459 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16195876.000000 Penalty: 3821.488281
	Iteration 50Q: 3 clusters Score -1.619588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16195876.000000 Penalty: 3821.488281
	Iteration 51Q: 3 clusters Score -1.619588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16195876.000000 Penalty: 3821.488281
	Iteration 52F: 3 clusters Score -1.619588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Entering Unmasked Estep 
Score: -900622.937500 Penalty: 1457.385132
	Iteration 0F: 2 clusters Score -900622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -894851.625000 Penalty: 2914.770264
	Iteration 0F: 3 clusters Score -894851.6 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -897131.625000 Penalty: 2914.770264
	Iteration 1F: 3 clusters Score -897131.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -897916.937500 Penalty: 2914.770264
	Iteration 2F: 3 clusters Score -897916.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -898715.812500 Penalty: 2914.770264
	Iteration 3F: 3 clusters Score -898715.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -899281.437500 Penalty: 2914.770264
	Iteration 4F: 3 clusters Score -899281.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -899608.250000 Penalty: 2914.770264
	Iteration 5F: 3 clusters Score -899608.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -899767.750000 Penalty: 2914.770264
	Iteration 6Q: 3 clusters Score -899767.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -899850.812500 Penalty: 2914.770264
	Iteration 7Q: 3 clusters Score -899850.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -899902.875000 Penalty: 2914.770264
	Iteration 8Q: 3 clusters Score -899902.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -899929.375000 Penalty: 2914.770264
	Iteration 9Q: 3 clusters Score -899929.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -899945.500000 Penalty: 2914.770264
	Iteration 10Q: 3 clusters Score -899945.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -899957.687500 Penalty: 2914.770264
	Iteration 11Q: 3 clusters Score -899957.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -899966.125000 Penalty: 2914.770264
	Iteration 12Q: 3 clusters Score -899966.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -899970.750000 Penalty: 2914.770264
	Iteration 13Q: 3 clusters Score -899970.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -899977.250000 Penalty: 2914.770264
	Iteration 14Q: 3 clusters Score -899977.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -899983.687500 Penalty: 2914.770264
	Iteration 15Q: 3 clusters Score -899983.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -899989.625000 Penalty: 2914.770264
	Iteration 16Q: 3 clusters Score -899989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -899993.250000 Penalty: 2914.770264
	Iteration 17Q: 3 clusters Score -899993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -899993.000000 Penalty: 2914.770264
	Iteration 18Q: 3 clusters Score -899993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -899996.750000 Penalty: 2914.770264
	Iteration 19Q: 3 clusters Score -899996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -899997.187500 Penalty: 2914.770264
	Iteration 20F: 3 clusters Score -899997.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -900001.812500 Penalty: 2914.770264
	Iteration 21Q: 3 clusters Score -900001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -900004.312500 Penalty: 2914.770264
	Iteration 22Q: 3 clusters Score -900004.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -900006.062500 Penalty: 2914.770264
	Iteration 23Q: 3 clusters Score -900006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -900008.187500 Penalty: 2914.770264
	Iteration 24Q: 3 clusters Score -900008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -900007.500000 Penalty: 2914.770264
	Iteration 25Q: 3 clusters Score -900007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -900009.187500 Penalty: 2914.770264
	Iteration 26Q: 3 clusters Score -900009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -900010.062500 Penalty: 2914.770264
	Iteration 27Q: 3 clusters Score -900010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -900008.937500 Penalty: 2914.770264
	Iteration 28Q: 3 clusters Score -900008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -900009.250000 Penalty: 2914.770264
	Iteration 29Q: 3 clusters Score -900009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -900010.500000 Penalty: 2914.770264
	Iteration 30Q: 3 clusters Score -900010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -900011.125000 Penalty: 2914.770264
	Iteration 31Q: 3 clusters Score -900011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -900012.187500 Penalty: 2914.770264
	Iteration 32Q: 3 clusters Score -900012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -900012.000000 Penalty: 2914.770264
	Iteration 33Q: 3 clusters Score -900012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -900014.000000 Penalty: 2914.770264
	Iteration 34Q: 3 clusters Score -900014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -900014.750000 Penalty: 2914.770264
	Iteration 35Q: 3 clusters Score -900014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -900016.687500 Penalty: 2914.770264
	Iteration 36Q: 3 clusters Score -900016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -900016.812500 Penalty: 2914.770264
	Iteration 37Q: 3 clusters Score -900016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -900018.750000 Penalty: 2914.770264
	Iteration 38Q: 3 clusters Score -900018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -900018.750000 Penalty: 2914.770264
	Iteration 39Q: 3 clusters Score -900018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -900019.812500 Penalty: 2914.770264
	Iteration 40F: 3 clusters Score -900019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -900019.625000 Penalty: 2914.770264
	Iteration 41Q: 3 clusters Score -900019.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -900020.937500 Penalty: 2914.770264
	Iteration 42Q: 3 clusters Score -900020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -900022.750000 Penalty: 2914.770264
	Iteration 43Q: 3 clusters Score -900022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -900026.125000 Penalty: 2914.770264
	Iteration 44Q: 3 clusters Score -900026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -900026.437500 Penalty: 2914.770264
	Iteration 45Q: 3 clusters Score -900026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -900029.062500 Penalty: 2914.770264
	Iteration 46Q: 3 clusters Score -900029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -900029.625000 Penalty: 2914.770264
	Iteration 47Q: 3 clusters Score -900029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -900030.562500 Penalty: 2914.770264
	Iteration 48Q: 3 clusters Score -900030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -900029.562500 Penalty: 2914.770264
	Iteration 49Q: 3 clusters Score -900029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -900031.812500 Penalty: 2914.770264
	Iteration 50Q: 3 clusters Score -900031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -900034.875000 Penalty: 2914.770264
	Iteration 51Q: 3 clusters Score -900034.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -900037.000000 Penalty: 2914.770264
	Iteration 52Q: 3 clusters Score -900037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -900034.937500 Penalty: 2914.770264
	Iteration 53Q: 3 clusters Score -900034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -900040.187500 Penalty: 2914.770264
	Iteration 54Q: 3 clusters Score -900040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -900041.125000 Penalty: 2914.770264
	Iteration 55Q: 3 clusters Score -900041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -900039.437500 Penalty: 2914.770264
	Iteration 56Q: 3 clusters Score -900039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -900040.625000 Penalty: 2914.770264
	Iteration 57Q: 3 clusters Score -900040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -900041.937500 Penalty: 2914.770264
	Iteration 58Q: 3 clusters Score -900041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -900040.687500 Penalty: 2914.770264
	Iteration 59Q: 3 clusters Score -900040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -900040.750000 Penalty: 2914.770264
	Iteration 60F: 3 clusters Score -900040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -900042.750000 Penalty: 2914.770264
	Iteration 61Q: 3 clusters Score -900042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -900043.312500 Penalty: 2914.770264
	Iteration 62Q: 3 clusters Score -900043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -900043.687500 Penalty: 2914.770264
	Iteration 63Q: 3 clusters Score -900043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -900043.750000 Penalty: 2914.770264
	Iteration 64Q: 3 clusters Score -900043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -900044.437500 Penalty: 2914.770264
	Iteration 65Q: 3 clusters Score -900044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -900044.125000 Penalty: 2914.770264
	Iteration 66Q: 3 clusters Score -900044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -900043.187500 Penalty: 2914.770264
	Iteration 67Q: 3 clusters Score -900043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -900044.000000 Penalty: 2914.770264
	Iteration 68Q: 3 clusters Score -900044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -900046.187500 Penalty: 2914.770264
	Iteration 69Q: 3 clusters Score -900046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -900047.125000 Penalty: 2914.770264
	Iteration 70Q: 3 clusters Score -900047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -900046.375000 Penalty: 2914.770264
	Iteration 71Q: 3 clusters Score -900046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -900047.937500 Penalty: 2914.770264
	Iteration 72Q: 3 clusters Score -900047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -900047.937500 Penalty: 2914.770264
	Iteration 73F: 3 clusters Score -900047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -960089.187500 Penalty: 1459.421143
	Iteration 0F: 2 clusters Score -960089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -954275.562500 Penalty: 2918.842285
	Iteration 0F: 3 clusters Score -954275.6 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -956123.062500 Penalty: 2918.842285
	Iteration 1F: 3 clusters Score -956123.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -956377.812500 Penalty: 2918.842285
	Iteration 2F: 3 clusters Score -956377.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -956570.812500 Penalty: 2918.842285
	Iteration 3F: 3 clusters Score -956570.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -956753.375000 Penalty: 2918.842285
	Iteration 4Q: 3 clusters Score -956753.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -956963.937500 Penalty: 2918.842285
	Iteration 5Q: 3 clusters Score -956963.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -957205.937500 Penalty: 2918.842285
	Iteration 6Q: 3 clusters Score -957205.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -957490.875000 Penalty: 2918.842285
	Iteration 7Q: 3 clusters Score -957490.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -957786.187500 Penalty: 2918.842285
	Iteration 8F: 3 clusters Score -957786.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -958100.375000 Penalty: 2918.842285
	Iteration 9F: 3 clusters Score -958100.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -958330.312500 Penalty: 2918.842285
	Iteration 10Q: 3 clusters Score -958330.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -958520.187500 Penalty: 2918.842285
	Iteration 11Q: 3 clusters Score -958520.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -958686.062500 Penalty: 2918.842285
	Iteration 12Q: 3 clusters Score -958686.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -958810.125000 Penalty: 2918.842285
	Iteration 13Q: 3 clusters Score -958810.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -958903.812500 Penalty: 2918.842285
	Iteration 14Q: 3 clusters Score -958903.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -958955.875000 Penalty: 2918.842285
	Iteration 15Q: 3 clusters Score -958955.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -958994.375000 Penalty: 2918.842285
	Iteration 16Q: 3 clusters Score -958994.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -959012.500000 Penalty: 2918.842285
	Iteration 17Q: 3 clusters Score -959012.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -959023.625000 Penalty: 2918.842285
	Iteration 18Q: 3 clusters Score -959023.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -959031.000000 Penalty: 2918.842285
	Iteration 19Q: 3 clusters Score -959031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -959037.437500 Penalty: 2918.842285
	Iteration 20F: 3 clusters Score -959037.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -959041.875000 Penalty: 2918.842285
	Iteration 21Q: 3 clusters Score -959041.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -959047.812500 Penalty: 2918.842285
	Iteration 22Q: 3 clusters Score -959047.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -959052.937500 Penalty: 2918.842285
	Iteration 23Q: 3 clusters Score -959052.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -959057.875000 Penalty: 2918.842285
	Iteration 24Q: 3 clusters Score -959057.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -959061.250000 Penalty: 2918.842285
	Iteration 25Q: 3 clusters Score -959061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -959062.000000 Penalty: 2918.842285
	Iteration 26Q: 3 clusters Score -959062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -959061.937500 Penalty: 2918.842285
	Iteration 27Q: 3 clusters Score -959061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -959063.937500 Penalty: 2918.842285
	Iteration 28Q: 3 clusters Score -959063.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -959066.062500 Penalty: 2918.842285
	Iteration 29Q: 3 clusters Score -959066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -959069.062500 Penalty: 2918.842285
	Iteration 30Q: 3 clusters Score -959069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -959067.687500 Penalty: 2918.842285
	Iteration 31Q: 3 clusters Score -959067.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -959068.437500 Penalty: 2918.842285
	Iteration 32Q: 3 clusters Score -959068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -959069.062500 Penalty: 2918.842285
	Iteration 33Q: 3 clusters Score -959069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -959070.125000 Penalty: 2918.842285
	Iteration 34Q: 3 clusters Score -959070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -959069.375000 Penalty: 2918.842285
	Iteration 35Q: 3 clusters Score -959069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -959070.625000 Penalty: 2918.842285
	Iteration 36Q: 3 clusters Score -959070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -959071.750000 Penalty: 2918.842285
	Iteration 37Q: 3 clusters Score -959071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -959072.500000 Penalty: 2918.842285
	Iteration 38Q: 3 clusters Score -959072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -959071.687500 Penalty: 2918.842285
	Iteration 39Q: 3 clusters Score -959071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -959073.875000 Penalty: 2918.842285
	Iteration 40F: 3 clusters Score -959073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -959074.375000 Penalty: 2918.842285
	Iteration 41Q: 3 clusters Score -959074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -959074.062500 Penalty: 2918.842285
	Iteration 42Q: 3 clusters Score -959074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -959075.562500 Penalty: 2918.842285
	Iteration 43Q: 3 clusters Score -959075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -959077.125000 Penalty: 2918.842285
	Iteration 44Q: 3 clusters Score -959077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -959078.562500 Penalty: 2918.842285
	Iteration 45Q: 3 clusters Score -959078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -959078.187500 Penalty: 2918.842285
	Iteration 46Q: 3 clusters Score -959078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -959080.437500 Penalty: 2918.842285
	Iteration 47Q: 3 clusters Score -959080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -959078.062500 Penalty: 2918.842285
	Iteration 48Q: 3 clusters Score -959078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -959077.937500 Penalty: 2918.842285
	Iteration 49Q: 3 clusters Score -959077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -959079.375000 Penalty: 2918.842285
	Iteration 50Q: 3 clusters Score -959079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -959078.500000 Penalty: 2918.842285
	Iteration 51Q: 3 clusters Score -959078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -959079.812500 Penalty: 2918.842285
	Iteration 52Q: 3 clusters Score -959079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -959082.062500 Penalty: 2918.842285
	Iteration 53Q: 3 clusters Score -959082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -959082.312500 Penalty: 2918.842285
	Iteration 54Q: 3 clusters Score -959082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -959081.437500 Penalty: 2918.842285
	Iteration 55Q: 3 clusters Score -959081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -959081.437500 Penalty: 2918.842285
	Iteration 56F: 3 clusters Score -959081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -116621.484375 Penalty: 1130.593384
	Iteration 0F: 2 clusters Score -116621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115153.554688 Penalty: 2261.186768
	Iteration 0F: 3 clusters Score -115153.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115557.937500 Penalty: 2261.186768
	Iteration 1F: 3 clusters Score -115557.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -115823.296875 Penalty: 2261.186768
	Iteration 2F: 3 clusters Score -115823.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116186.796875 Penalty: 2261.186768
	Iteration 3F: 3 clusters Score -116186.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116710.742188 Penalty: 2261.186768
	Iteration 4F: 3 clusters Score -116710.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117092.695312 Penalty: 2261.186768
	Iteration 5F: 3 clusters Score -117092.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117213.140625 Penalty: 2261.186768
	Iteration 6Q: 3 clusters Score -117213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117250.406250 Penalty: 2261.186768
	Iteration 7Q: 3 clusters Score -117250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117251.812500 Penalty: 2261.186768
	Iteration 8Q: 3 clusters Score -117251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117254.812500 Penalty: 2261.186768
	Iteration 9Q: 3 clusters Score -117254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117257.125000 Penalty: 2261.186768
	Iteration 10Q: 3 clusters Score -117257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117257.125000 Penalty: 2261.186768
	Iteration 11F: 3 clusters Score -117257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 526 members 
Entering Unmasked Estep 
Score: -141732352.000000 Penalty: 83940.617188
Splitting cluster 6 changes total score from -141732960.000000 to -141732352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -148523.937500 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -148523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -146914.593750 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -146914.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -147428.593750 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -147428.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -147705.031250 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -147705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -147835.484375 Penalty: 2334.758057
	Iteration 3F: 3 clusters Score -147835.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -147908.593750 Penalty: 2334.758057
	Iteration 4Q: 3 clusters Score -147908.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -147946.031250 Penalty: 2334.758057
	Iteration 5Q: 3 clusters Score -147946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -147974.781250 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -147974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -147999.468750 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -147999.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -148024.593750 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -148024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -148051.906250 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -148051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -148075.484375 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -148075.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -148092.375000 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -148092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -148104.250000 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -148104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -148113.796875 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -148113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -148117.500000 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -148117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -148119.609375 Penalty: 2334.758057
	Iteration 15Q: 3 clusters Score -148119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -148119.796875 Penalty: 2334.758057
	Iteration 16Q: 3 clusters Score -148119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -148120.375000 Penalty: 2334.758057
	Iteration 17Q: 3 clusters Score -148120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -148120.765625 Penalty: 2334.758057
	Iteration 18Q: 3 clusters Score -148120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -148120.765625 Penalty: 2334.758057
	Iteration 19F: 3 clusters Score -148120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Entering Unmasked Estep 
Score: -1234141.000000 Penalty: 1496.988770
	Iteration 0F: 2 clusters Score -1234141 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 5055 members 
Entering Unmasked Estep 
Score: -1226887.000000 Penalty: 2993.977539
	Iteration 0F: 3 clusters Score -1226887 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1229255.500000 Penalty: 2993.977539
	Iteration 1F: 3 clusters Score -1229256 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1229598.500000 Penalty: 2993.977539
	Iteration 2F: 3 clusters Score -1229598 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1229989.125000 Penalty: 2993.977539
	Iteration 3F: 3 clusters Score -1229989 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1230453.250000 Penalty: 2993.977539
	Iteration 4F: 3 clusters Score -1230453 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1230972.750000 Penalty: 2993.977539
	Iteration 5F: 3 clusters Score -1230973 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1231496.000000 Penalty: 2993.977539
	Iteration 6F: 3 clusters Score -1231496 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1231940.500000 Penalty: 2993.977539
	Iteration 7F: 3 clusters Score -1231940 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1232255.625000 Penalty: 2993.977539
	Iteration 8Q: 3 clusters Score -1232256 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1232502.625000 Penalty: 2993.977539
	Iteration 9Q: 3 clusters Score -1232503 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1232747.250000 Penalty: 2993.977539
	Iteration 10Q: 3 clusters Score -1232747 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1232954.375000 Penalty: 2993.977539
	Iteration 11Q: 3 clusters Score -1232954 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1233139.625000 Penalty: 2993.977539
	Iteration 12Q: 3 clusters Score -1233140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1233301.375000 Penalty: 2993.977539
	Iteration 13Q: 3 clusters Score -1233301 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1233395.500000 Penalty: 2993.977539
	Iteration 14Q: 3 clusters Score -1233396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1233436.375000 Penalty: 2993.977539
	Iteration 15Q: 3 clusters Score -1233436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1233467.125000 Penalty: 2993.977539
	Iteration 16Q: 3 clusters Score -1233467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1233475.750000 Penalty: 2993.977539
	Iteration 17Q: 3 clusters Score -1233476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1233485.875000 Penalty: 2993.977539
	Iteration 18Q: 3 clusters Score -1233486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1233489.250000 Penalty: 2993.977539
	Iteration 19Q: 3 clusters Score -1233489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1233493.000000 Penalty: 2993.977539
	Iteration 20F: 3 clusters Score -1233493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1233495.500000 Penalty: 2993.977539
	Iteration 21Q: 3 clusters Score -1233496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1233500.375000 Penalty: 2993.977539
	Iteration 22Q: 3 clusters Score -1233500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1233500.250000 Penalty: 2993.977539
	Iteration 23Q: 3 clusters Score -1233500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1233498.625000 Penalty: 2993.977539
	Iteration 24Q: 3 clusters Score -1233499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1233497.750000 Penalty: 2993.977539
	Iteration 25Q: 3 clusters Score -1233498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1233501.375000 Penalty: 2993.977539
	Iteration 26Q: 3 clusters Score -1233501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1233502.250000 Penalty: 2993.977539
	Iteration 27Q: 3 clusters Score -1233502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1233503.125000 Penalty: 2993.977539
	Iteration 28Q: 3 clusters Score -1233503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1233508.000000 Penalty: 2993.977539
	Iteration 29Q: 3 clusters Score -1233508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1233509.375000 Penalty: 2993.977539
	Iteration 30Q: 3 clusters Score -1233509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1233508.250000 Penalty: 2993.977539
	Iteration 31Q: 3 clusters Score -1233508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1233511.500000 Penalty: 2993.977539
	Iteration 32Q: 3 clusters Score -1233512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1233513.250000 Penalty: 2993.977539
	Iteration 33Q: 3 clusters Score -1233513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1233513.375000 Penalty: 2993.977539
	Iteration 34Q: 3 clusters Score -1233513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1233514.375000 Penalty: 2993.977539
	Iteration 35Q: 3 clusters Score -1233514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1233516.250000 Penalty: 2993.977539
	Iteration 36Q: 3 clusters Score -1233516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1233520.625000 Penalty: 2993.977539
	Iteration 37Q: 3 clusters Score -1233521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1233522.375000 Penalty: 2993.977539
	Iteration 38Q: 3 clusters Score -1233522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1233526.875000 Penalty: 2993.977539
	Iteration 39Q: 3 clusters Score -1233527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1233530.000000 Penalty: 2993.977539
	Iteration 40F: 3 clusters Score -1233530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1233534.625000 Penalty: 2993.977539
	Iteration 41Q: 3 clusters Score -1233535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1233537.625000 Penalty: 2993.977539
	Iteration 42Q: 3 clusters Score -1233538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1233544.375000 Penalty: 2993.977539
	Iteration 43Q: 3 clusters Score -1233544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1233553.500000 Penalty: 2993.977539
	Iteration 44Q: 3 clusters Score -1233554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1233552.000000 Penalty: 2993.977539
	Iteration 45Q: 3 clusters Score -1233552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1233556.375000 Penalty: 2993.977539
	Iteration 46Q: 3 clusters Score -1233556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1233557.500000 Penalty: 2993.977539
	Iteration 47Q: 3 clusters Score -1233558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1233559.000000 Penalty: 2993.977539
	Iteration 48Q: 3 clusters Score -1233559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1233559.000000 Penalty: 2993.977539
	Iteration 49F: 3 clusters Score -1233559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Entering Unmasked Estep 
Score: -1683005.375000 Penalty: 1548.121460
	Iteration 0F: 2 clusters Score -1683005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1673522.625000 Penalty: 3096.242920
	Iteration 0F: 3 clusters Score -1673523 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1676697.375000 Penalty: 3096.242920
	Iteration 1F: 3 clusters Score -1676697 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1676971.125000 Penalty: 3096.242920
	Iteration 2F: 3 clusters Score -1676971 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1677220.125000 Penalty: 3096.242920
	Iteration 3Q: 3 clusters Score -1677220 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1677450.875000 Penalty: 3096.242920
	Iteration 4Q: 3 clusters Score -1677451 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1677689.125000 Penalty: 3096.242920
	Iteration 5Q: 3 clusters Score -1677689 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1677978.000000 Penalty: 3096.242920
	Iteration 6Q: 3 clusters Score -1677978 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1678351.250000 Penalty: 3096.242920
	Iteration 7Q: 3 clusters Score -1678351 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1678812.375000 Penalty: 3096.242920
	Iteration 8Q: 3 clusters Score -1678812 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1679253.125000 Penalty: 3096.242920
	Iteration 9Q: 3 clusters Score -1679253 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1679627.500000 Penalty: 3096.242920
	Iteration 10Q: 3 clusters Score -1679628 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1679874.250000 Penalty: 3096.242920
	Iteration 11Q: 3 clusters Score -1679874 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1680042.750000 Penalty: 3096.242920
	Iteration 12Q: 3 clusters Score -1680043 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1680159.875000 Penalty: 3096.242920
	Iteration 13Q: 3 clusters Score -1680160 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1680251.625000 Penalty: 3096.242920
	Iteration 14Q: 3 clusters Score -1680252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1680330.875000 Penalty: 3096.242920
	Iteration 15Q: 3 clusters Score -1680331 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1680401.125000 Penalty: 3096.242920
	Iteration 16Q: 3 clusters Score -1680401 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1680464.125000 Penalty: 3096.242920
	Iteration 17Q: 3 clusters Score -1680464 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1680522.000000 Penalty: 3096.242920
	Iteration 18Q: 3 clusters Score -1680522 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1680589.625000 Penalty: 3096.242920
	Iteration 19Q: 3 clusters Score -1680590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1680659.750000 Penalty: 3096.242920
	Iteration 20F: 3 clusters Score -1680660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1680741.750000 Penalty: 3096.242920
	Iteration 21Q: 3 clusters Score -1680742 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1680819.125000 Penalty: 3096.242920
	Iteration 22Q: 3 clusters Score -1680819 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1680900.625000 Penalty: 3096.242920
	Iteration 23Q: 3 clusters Score -1680901 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1680974.625000 Penalty: 3096.242920
	Iteration 24Q: 3 clusters Score -1680975 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1681055.250000 Penalty: 3096.242920
	Iteration 25Q: 3 clusters Score -1681055 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1681150.875000 Penalty: 3096.242920
	Iteration 26Q: 3 clusters Score -1681151 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1681239.125000 Penalty: 3096.242920
	Iteration 27Q: 3 clusters Score -1681239 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1681343.625000 Penalty: 3096.242920
	Iteration 28Q: 3 clusters Score -1681344 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1681455.875000 Penalty: 3096.242920
	Iteration 29Q: 3 clusters Score -1681456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1681563.875000 Penalty: 3096.242920
	Iteration 30Q: 3 clusters Score -1681564 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1681664.000000 Penalty: 3096.242920
	Iteration 31Q: 3 clusters Score -1681664 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1681775.000000 Penalty: 3096.242920
	Iteration 32Q: 3 clusters Score -1681775 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1681858.625000 Penalty: 3096.242920
	Iteration 33Q: 3 clusters Score -1681859 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1681921.375000 Penalty: 3096.242920
	Iteration 34Q: 3 clusters Score -1681921 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1681979.250000 Penalty: 3096.242920
	Iteration 35Q: 3 clusters Score -1681979 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1682021.875000 Penalty: 3096.242920
	Iteration 36Q: 3 clusters Score -1682022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1682063.000000 Penalty: 3096.242920
	Iteration 37Q: 3 clusters Score -1682063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1682084.125000 Penalty: 3096.242920
	Iteration 38Q: 3 clusters Score -1682084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1682105.500000 Penalty: 3096.242920
	Iteration 39Q: 3 clusters Score -1682106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1682132.000000 Penalty: 3096.242920
	Iteration 40F: 3 clusters Score -1682132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1682152.375000 Penalty: 3096.242920
	Iteration 41Q: 3 clusters Score -1682152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1682167.375000 Penalty: 3096.242920
	Iteration 42Q: 3 clusters Score -1682167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1682179.750000 Penalty: 3096.242920
	Iteration 43Q: 3 clusters Score -1682180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1682192.000000 Penalty: 3096.242920
	Iteration 44Q: 3 clusters Score -1682192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1682200.500000 Penalty: 3096.242920
	Iteration 45Q: 3 clusters Score -1682200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1682199.750000 Penalty: 3096.242920
	Iteration 46Q: 3 clusters Score -1682200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1682204.750000 Penalty: 3096.242920
	Iteration 47Q: 3 clusters Score -1682205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1682208.000000 Penalty: 3096.242920
	Iteration 48Q: 3 clusters Score -1682208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1682207.875000 Penalty: 3096.242920
	Iteration 49Q: 3 clusters Score -1682208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1682209.250000 Penalty: 3096.242920
	Iteration 50Q: 3 clusters Score -1682209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1682209.250000 Penalty: 3096.242920
	Iteration 51Q: 3 clusters Score -1682209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1682212.500000 Penalty: 3096.242920
	Iteration 52Q: 3 clusters Score -1682212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1682211.375000 Penalty: 3096.242920
	Iteration 53Q: 3 clusters Score -1682211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1682216.500000 Penalty: 3096.242920
	Iteration 54Q: 3 clusters Score -1682216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1682219.750000 Penalty: 3096.242920
	Iteration 55Q: 3 clusters Score -1682220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1682219.125000 Penalty: 3096.242920
	Iteration 56Q: 3 clusters Score -1682219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1682220.375000 Penalty: 3096.242920
	Iteration 57Q: 3 clusters Score -1682220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1682218.375000 Penalty: 3096.242920
	Iteration 58Q: 3 clusters Score -1682218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1682223.750000 Penalty: 3096.242920
	Iteration 59Q: 3 clusters Score -1682224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1682226.875000 Penalty: 3096.242920
	Iteration 60F: 3 clusters Score -1682227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1682225.500000 Penalty: 3096.242920
	Iteration 61Q: 3 clusters Score -1682226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1682225.000000 Penalty: 3096.242920
	Iteration 62Q: 3 clusters Score -1682225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1682227.250000 Penalty: 3096.242920
	Iteration 63Q: 3 clusters Score -1682227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1682228.375000 Penalty: 3096.242920
	Iteration 64Q: 3 clusters Score -1682228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1682228.750000 Penalty: 3096.242920
	Iteration 65Q: 3 clusters Score -1682229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1682227.125000 Penalty: 3096.242920
	Iteration 66Q: 3 clusters Score -1682227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1682224.250000 Penalty: 3096.242920
	Iteration 67Q: 3 clusters Score -1682224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1682228.125000 Penalty: 3096.242920
	Iteration 68Q: 3 clusters Score -1682228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1682225.625000 Penalty: 3096.242920
	Iteration 69Q: 3 clusters Score -1682226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1682223.875000 Penalty: 3096.242920
	Iteration 70Q: 3 clusters Score -1682224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1682226.000000 Penalty: 3096.242920
	Iteration 71Q: 3 clusters Score -1682226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1682227.000000 Penalty: 3096.242920
	Iteration 72Q: 3 clusters Score -1682227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1682229.250000 Penalty: 3096.242920
	Iteration 73Q: 3 clusters Score -1682229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1682231.000000 Penalty: 3096.242920
	Iteration 74Q: 3 clusters Score -1682231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1682231.750000 Penalty: 3096.242920
	Iteration 75Q: 3 clusters Score -1682232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1682230.625000 Penalty: 3096.242920
	Iteration 76Q: 3 clusters Score -1682231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1682232.250000 Penalty: 3096.242920
	Iteration 77Q: 3 clusters Score -1682232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1682231.875000 Penalty: 3096.242920
	Iteration 78Q: 3 clusters Score -1682232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1682231.000000 Penalty: 3096.242920
	Iteration 79Q: 3 clusters Score -1682231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1682231.250000 Penalty: 3096.242920
	Iteration 80F: 3 clusters Score -1682231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1682232.125000 Penalty: 3096.242920
	Iteration 81Q: 3 clusters Score -1682232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1682232.125000 Penalty: 3096.242920
	Iteration 82F: 3 clusters Score -1682232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (116603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Entering Unmasked Estep 
Score: -14705457.000000 Penalty: 1895.811279
	Iteration 0F: 2 clusters Score -1.470546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -14629840.000000 Penalty: 3791.622559
	Iteration 0F: 3 clusters Score -1.462984e+07 nChanged 55932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -14663410.000000 Penalty: 3791.622559
	Iteration 1F: 3 clusters Score -1.466341e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -14665271.000000 Penalty: 3791.622559
	Iteration 2Q: 3 clusters Score -1.466527e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -14668785.000000 Penalty: 3791.622559
	Iteration 3F: 3 clusters Score -1.466878e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -14675522.000000 Penalty: 3791.622559
	Iteration 4F: 3 clusters Score -1.467552e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -14685462.000000 Penalty: 3791.622559
	Iteration 5F: 3 clusters Score -1.468546e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -14695663.000000 Penalty: 3791.622559
	Iteration 6F: 3 clusters Score -1.469566e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113472 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -14701224.000000 Penalty: 3791.622559
	Iteration 7F: 3 clusters Score -1.470122e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14703086.000000 Penalty: 3791.622559
	Iteration 8Q: 3 clusters Score -1.470309e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14703561.000000 Penalty: 3791.622559
	Iteration 9Q: 3 clusters Score -1.470356e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14703707.000000 Penalty: 3791.622559
	Iteration 10Q: 3 clusters Score -1.470371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116444 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14703786.000000 Penalty: 3791.622559
	Iteration 11Q: 3 clusters Score -1.470379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14703785.000000 Penalty: 3791.622559
	Iteration 12Q: 3 clusters Score -1.470378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14703803.000000 Penalty: 3791.622559
	Iteration 13Q: 3 clusters Score -1.47038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14703819.000000 Penalty: 3791.622559
	Iteration 14Q: 3 clusters Score -1.470382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14703818.000000 Penalty: 3791.622559
	Iteration 15Q: 3 clusters Score -1.470382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14703822.000000 Penalty: 3791.622559
	Iteration 16Q: 3 clusters Score -1.470382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14703832.000000 Penalty: 3791.622559
	Iteration 17Q: 3 clusters Score -1.470383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116456 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14703837.000000 Penalty: 3791.622559
	Iteration 18Q: 3 clusters Score -1.470384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116457 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14703831.000000 Penalty: 3791.622559
	Iteration 19Q: 3 clusters Score -1.470383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116457 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14703831.000000 Penalty: 3791.622559
	Iteration 20F: 3 clusters Score -1.470383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -68280.226562 Penalty: 1070.700562
	Iteration 0F: 2 clusters Score -68280.23 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 346 members 
Entering Unmasked Estep 
Score: -67124.132812 Penalty: 2141.401123
	Iteration 0F: 3 clusters Score -67124.13 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67758.367188 Penalty: 2141.401123
	Iteration 1F: 3 clusters Score -67758.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68089.367188 Penalty: 2141.401123
	Iteration 2F: 3 clusters Score -68089.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68317.640625 Penalty: 2141.401123
	Iteration 3F: 3 clusters Score -68317.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68410.085938 Penalty: 2141.401123
	Iteration 4Q: 3 clusters Score -68410.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68460.062500 Penalty: 2141.401123
	Iteration 5Q: 3 clusters Score -68460.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68465.757812 Penalty: 2141.401123
	Iteration 6Q: 3 clusters Score -68465.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68474.007812 Penalty: 2141.401123
	Iteration 7Q: 3 clusters Score -68474.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68483.859375 Penalty: 2141.401123
	Iteration 8Q: 3 clusters Score -68483.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68488.570312 Penalty: 2141.401123
	Iteration 9Q: 3 clusters Score -68488.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68489.421875 Penalty: 2141.401123
	Iteration 10Q: 3 clusters Score -68489.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68489.421875 Penalty: 2141.401123
	Iteration 11F: 3 clusters Score -68489.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 427 members 
Entering Unmasked Estep 
Score: -141731632.000000 Penalty: 83940.617188
Splitting cluster 11 changes total score from -141732960.000000 to -141731632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (101189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Entering Unmasked Estep 
Score: -12512242.000000 Penalty: 1872.771118
	Iteration 0F: 2 clusters Score -1.251224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -12445871.000000 Penalty: 3745.542236
	Iteration 0F: 3 clusters Score -1.244587e+07 nChanged 48546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -12474931.000000 Penalty: 3745.542236
	Iteration 1F: 3 clusters Score -1.247493e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -12476499.000000 Penalty: 3745.542236
	Iteration 2Q: 3 clusters Score -1.24765e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -12478896.000000 Penalty: 3745.542236
	Iteration 3Q: 3 clusters Score -1.24789e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -12482030.000000 Penalty: 3745.542236
	Iteration 4F: 3 clusters Score -1.248203e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -12486305.000000 Penalty: 3745.542236
	Iteration 5F: 3 clusters Score -1.24863e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -12491540.000000 Penalty: 3745.542236
	Iteration 6F: 3 clusters Score -1.249154e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -12497351.000000 Penalty: 3745.542236
	Iteration 7F: 3 clusters Score -1.249735e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -12502582.000000 Penalty: 3745.542236
	Iteration 8F: 3 clusters Score -1.250258e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -12506408.000000 Penalty: 3745.542236
	Iteration 9Q: 3 clusters Score -1.250641e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -12508826.000000 Penalty: 3745.542236
	Iteration 10Q: 3 clusters Score -1.250883e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -12510009.000000 Penalty: 3745.542236
	Iteration 11Q: 3 clusters Score -1.251001e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -12510546.000000 Penalty: 3745.542236
	Iteration 12Q: 3 clusters Score -1.251055e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -12510803.000000 Penalty: 3745.542236
	Iteration 13Q: 3 clusters Score -1.25108e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -12510914.000000 Penalty: 3745.542236
	Iteration 14Q: 3 clusters Score -1.251091e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -12511068.000000 Penalty: 3745.542236
	Iteration 15Q: 3 clusters Score -1.251107e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -12511173.000000 Penalty: 3745.542236
	Iteration 16Q: 3 clusters Score -1.251117e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -12511231.000000 Penalty: 3745.542236
	Iteration 17Q: 3 clusters Score -1.251123e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -12511285.000000 Penalty: 3745.542236
	Iteration 18Q: 3 clusters Score -1.251128e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -12511351.000000 Penalty: 3745.542236
	Iteration 19Q: 3 clusters Score -1.251135e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -12511389.000000 Penalty: 3745.542236
	Iteration 20F: 3 clusters Score -1.251139e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -12511429.000000 Penalty: 3745.542236
	Iteration 21Q: 3 clusters Score -1.251143e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -12511438.000000 Penalty: 3745.542236
	Iteration 22Q: 3 clusters Score -1.251144e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -12511461.000000 Penalty: 3745.542236
	Iteration 23Q: 3 clusters Score -1.251146e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -12511474.000000 Penalty: 3745.542236
	Iteration 24Q: 3 clusters Score -1.251147e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -12511514.000000 Penalty: 3745.542236
	Iteration 25Q: 3 clusters Score -1.251151e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -12511532.000000 Penalty: 3745.542236
	Iteration 26Q: 3 clusters Score -1.251153e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -12511515.000000 Penalty: 3745.542236
	Iteration 27Q: 3 clusters Score -1.251152e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -12511558.000000 Penalty: 3745.542236
	Iteration 28Q: 3 clusters Score -1.251156e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -12511540.000000 Penalty: 3745.542236
	Iteration 29Q: 3 clusters Score -1.251154e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -12511538.000000 Penalty: 3745.542236
	Iteration 30Q: 3 clusters Score -1.251154e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -12511535.000000 Penalty: 3745.542236
	Iteration 31Q: 3 clusters Score -1.251154e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -12511553.000000 Penalty: 3745.542236
	Iteration 32Q: 3 clusters Score -1.251155e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -12511567.000000 Penalty: 3745.542236
	Iteration 33Q: 3 clusters Score -1.251157e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -12511544.000000 Penalty: 3745.542236
	Iteration 34Q: 3 clusters Score -1.251154e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -12511558.000000 Penalty: 3745.542236
	Iteration 35Q: 3 clusters Score -1.251156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -12511546.000000 Penalty: 3745.542236
	Iteration 36Q: 3 clusters Score -1.251155e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -12511540.000000 Penalty: 3745.542236
	Iteration 37Q: 3 clusters Score -1.251154e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -12511550.000000 Penalty: 3745.542236
	Iteration 38Q: 3 clusters Score -1.251155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -12511560.000000 Penalty: 3745.542236
	Iteration 39Q: 3 clusters Score -1.251156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -12511569.000000 Penalty: 3745.542236
	Iteration 40F: 3 clusters Score -1.251157e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -12511596.000000 Penalty: 3745.542236
	Iteration 41Q: 3 clusters Score -1.25116e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -12511604.000000 Penalty: 3745.542236
	Iteration 42Q: 3 clusters Score -1.25116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -12511591.000000 Penalty: 3745.542236
	Iteration 43Q: 3 clusters Score -1.251159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -12511616.000000 Penalty: 3745.542236
	Iteration 44Q: 3 clusters Score -1.251162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -12511633.000000 Penalty: 3745.542236
	Iteration 45Q: 3 clusters Score -1.251163e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -12511631.000000 Penalty: 3745.542236
	Iteration 46Q: 3 clusters Score -1.251163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -12511619.000000 Penalty: 3745.542236
	Iteration 47Q: 3 clusters Score -1.251162e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -12511627.000000 Penalty: 3745.542236
	Iteration 48Q: 3 clusters Score -1.251163e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -12511625.000000 Penalty: 3745.542236
	Iteration 49Q: 3 clusters Score -1.251162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -12511613.000000 Penalty: 3745.542236
	Iteration 50Q: 3 clusters Score -1.251161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -12511609.000000 Penalty: 3745.542236
	Iteration 51Q: 3 clusters Score -1.251161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -12511600.000000 Penalty: 3745.542236
	Iteration 52Q: 3 clusters Score -1.25116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -12511598.000000 Penalty: 3745.542236
	Iteration 53Q: 3 clusters Score -1.25116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -12511632.000000 Penalty: 3745.542236
	Iteration 54Q: 3 clusters Score -1.251163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -12511620.000000 Penalty: 3745.542236
	Iteration 55Q: 3 clusters Score -1.251162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -12511600.000000 Penalty: 3745.542236
	Iteration 56Q: 3 clusters Score -1.25116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -12511588.000000 Penalty: 3745.542236
	Iteration 57Q: 3 clusters Score -1.251159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -12511566.000000 Penalty: 3745.542236
	Iteration 58Q: 3 clusters Score -1.251157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -12511587.000000 Penalty: 3745.542236
	Iteration 59Q: 3 clusters Score -1.251159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -12511588.000000 Penalty: 3745.542236
	Iteration 60F: 3 clusters Score -1.251159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -12511590.000000 Penalty: 3745.542236
	Iteration 61Q: 3 clusters Score -1.251159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -12511593.000000 Penalty: 3745.542236
	Iteration 62Q: 3 clusters Score -1.251159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95985 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -12511581.000000 Penalty: 3745.542236
	Iteration 63Q: 3 clusters Score -1.251158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -12511570.000000 Penalty: 3745.542236
	Iteration 64Q: 3 clusters Score -1.251157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -12511586.000000 Penalty: 3745.542236
	Iteration 65Q: 3 clusters Score -1.251159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96031 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -12511604.000000 Penalty: 3745.542236
	Iteration 66Q: 3 clusters Score -1.25116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -12511598.000000 Penalty: 3745.542236
	Iteration 67Q: 3 clusters Score -1.25116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96062 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -12511610.000000 Penalty: 3745.542236
	Iteration 68Q: 3 clusters Score -1.251161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -12511605.000000 Penalty: 3745.542236
	Iteration 69Q: 3 clusters Score -1.25116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -12511609.000000 Penalty: 3745.542236
	Iteration 70Q: 3 clusters Score -1.251161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -12511604.000000 Penalty: 3745.542236
	Iteration 71Q: 3 clusters Score -1.25116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -12511607.000000 Penalty: 3745.542236
	Iteration 72Q: 3 clusters Score -1.251161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -12511600.000000 Penalty: 3745.542236
	Iteration 73Q: 3 clusters Score -1.25116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -12511599.000000 Penalty: 3745.542236
	Iteration 74Q: 3 clusters Score -1.25116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -12511583.000000 Penalty: 3745.542236
	Iteration 75Q: 3 clusters Score -1.251158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -12511586.000000 Penalty: 3745.542236
	Iteration 76Q: 3 clusters Score -1.251159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -12511588.000000 Penalty: 3745.542236
	Iteration 77Q: 3 clusters Score -1.251159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -12511582.000000 Penalty: 3745.542236
	Iteration 78Q: 3 clusters Score -1.251158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -12511572.000000 Penalty: 3745.542236
	Iteration 79Q: 3 clusters Score -1.251157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -12511579.000000 Penalty: 3745.542236
	Iteration 80F: 3 clusters Score -1.251158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -12511571.000000 Penalty: 3745.542236
	Iteration 81Q: 3 clusters Score -1.251157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -12511581.000000 Penalty: 3745.542236
	Iteration 82Q: 3 clusters Score -1.251158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -12511593.000000 Penalty: 3745.542236
	Iteration 83Q: 3 clusters Score -1.251159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -12511598.000000 Penalty: 3745.542236
	Iteration 84Q: 3 clusters Score -1.25116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -12511598.000000 Penalty: 3745.542236
	Iteration 85Q: 3 clusters Score -1.25116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -12511586.000000 Penalty: 3745.542236
	Iteration 86Q: 3 clusters Score -1.251159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -12511588.000000 Penalty: 3745.542236
	Iteration 87Q: 3 clusters Score -1.251159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -12511584.000000 Penalty: 3745.542236
	Iteration 88Q: 3 clusters Score -1.251158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -12511579.000000 Penalty: 3745.542236
	Iteration 89Q: 3 clusters Score -1.251158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -12511583.000000 Penalty: 3745.542236
	Iteration 90Q: 3 clusters Score -1.251158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -12511579.000000 Penalty: 3745.542236
	Iteration 91Q: 3 clusters Score -1.251158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -12511579.000000 Penalty: 3745.542236
	Iteration 92Q: 3 clusters Score -1.251158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -12511578.000000 Penalty: 3745.542236
	Iteration 93Q: 3 clusters Score -1.251158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -12511577.000000 Penalty: 3745.542236
	Iteration 94Q: 3 clusters Score -1.251158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -12511579.000000 Penalty: 3745.542236
	Iteration 95Q: 3 clusters Score -1.251158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -12511580.000000 Penalty: 3745.542236
	Iteration 96Q: 3 clusters Score -1.251158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -12511572.000000 Penalty: 3745.542236
	Iteration 97Q: 3 clusters Score -1.251157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -12511569.000000 Penalty: 3745.542236
	Iteration 98Q: 3 clusters Score -1.251157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -12511574.000000 Penalty: 3745.542236
	Iteration 99Q: 3 clusters Score -1.251157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -12511595.000000 Penalty: 3745.542236
	Iteration 100F: 3 clusters Score -1.25116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -12511587.000000 Penalty: 3745.542236
	Iteration 101Q: 3 clusters Score -1.251159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -12511582.000000 Penalty: 3745.542236
	Iteration 102Q: 3 clusters Score -1.251158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -12511582.000000 Penalty: 3745.542236
	Iteration 103F: 3 clusters Score -1.251158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -953961.312500 Penalty: 1453.383423
	Iteration 0F: 2 clusters Score -953961.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -948217.625000 Penalty: 2906.766846
	Iteration 0F: 3 clusters Score -948217.6 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -949926.250000 Penalty: 2906.766846
	Iteration 1F: 3 clusters Score -949926.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -950147.937500 Penalty: 2906.766846
	Iteration 2F: 3 clusters Score -950147.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -950338.937500 Penalty: 2906.766846
	Iteration 3F: 3 clusters Score -950338.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -950496.375000 Penalty: 2906.766846
	Iteration 4Q: 3 clusters Score -950496.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -950627.312500 Penalty: 2906.766846
	Iteration 5Q: 3 clusters Score -950627.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -950720.125000 Penalty: 2906.766846
	Iteration 6Q: 3 clusters Score -950720.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -950785.125000 Penalty: 2906.766846
	Iteration 7Q: 3 clusters Score -950785.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -950844.000000 Penalty: 2906.766846
	Iteration 8Q: 3 clusters Score -950844 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -950910.687500 Penalty: 2906.766846
	Iteration 9Q: 3 clusters Score -950910.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -950994.562500 Penalty: 2906.766846
	Iteration 10Q: 3 clusters Score -950994.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -951104.187500 Penalty: 2906.766846
	Iteration 11Q: 3 clusters Score -951104.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -951203.750000 Penalty: 2906.766846
	Iteration 12Q: 3 clusters Score -951203.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -951318.125000 Penalty: 2906.766846
	Iteration 13Q: 3 clusters Score -951318.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -951439.000000 Penalty: 2906.766846
	Iteration 14Q: 3 clusters Score -951439 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -951581.937500 Penalty: 2906.766846
	Iteration 15Q: 3 clusters Score -951581.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -951712.937500 Penalty: 2906.766846
	Iteration 16Q: 3 clusters Score -951712.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -951790.937500 Penalty: 2906.766846
	Iteration 17Q: 3 clusters Score -951790.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -951842.312500 Penalty: 2906.766846
	Iteration 18Q: 3 clusters Score -951842.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -951874.187500 Penalty: 2906.766846
	Iteration 19Q: 3 clusters Score -951874.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -951900.750000 Penalty: 2906.766846
	Iteration 20F: 3 clusters Score -951900.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -951922.937500 Penalty: 2906.766846
	Iteration 21Q: 3 clusters Score -951922.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -951940.750000 Penalty: 2906.766846
	Iteration 22Q: 3 clusters Score -951940.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -951955.937500 Penalty: 2906.766846
	Iteration 23Q: 3 clusters Score -951955.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -951968.312500 Penalty: 2906.766846
	Iteration 24Q: 3 clusters Score -951968.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -951983.375000 Penalty: 2906.766846
	Iteration 25Q: 3 clusters Score -951983.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -951993.187500 Penalty: 2906.766846
	Iteration 26Q: 3 clusters Score -951993.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -952012.562500 Penalty: 2906.766846
	Iteration 27Q: 3 clusters Score -952012.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -952027.375000 Penalty: 2906.766846
	Iteration 28Q: 3 clusters Score -952027.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -952044.562500 Penalty: 2906.766846
	Iteration 29Q: 3 clusters Score -952044.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -952060.875000 Penalty: 2906.766846
	Iteration 30Q: 3 clusters Score -952060.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -952071.000000 Penalty: 2906.766846
	Iteration 31Q: 3 clusters Score -952071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -952081.812500 Penalty: 2906.766846
	Iteration 32Q: 3 clusters Score -952081.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -952091.312500 Penalty: 2906.766846
	Iteration 33Q: 3 clusters Score -952091.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -952101.625000 Penalty: 2906.766846
	Iteration 34Q: 3 clusters Score -952101.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -952113.312500 Penalty: 2906.766846
	Iteration 35Q: 3 clusters Score -952113.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -952125.750000 Penalty: 2906.766846
	Iteration 36Q: 3 clusters Score -952125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -952134.250000 Penalty: 2906.766846
	Iteration 37Q: 3 clusters Score -952134.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -952143.875000 Penalty: 2906.766846
	Iteration 38Q: 3 clusters Score -952143.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -952150.750000 Penalty: 2906.766846
	Iteration 39Q: 3 clusters Score -952150.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -952158.812500 Penalty: 2906.766846
	Iteration 40F: 3 clusters Score -952158.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -952163.250000 Penalty: 2906.766846
	Iteration 41Q: 3 clusters Score -952163.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -952168.687500 Penalty: 2906.766846
	Iteration 42Q: 3 clusters Score -952168.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -952170.750000 Penalty: 2906.766846
	Iteration 43Q: 3 clusters Score -952170.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -952173.625000 Penalty: 2906.766846
	Iteration 44Q: 3 clusters Score -952173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -952176.125000 Penalty: 2906.766846
	Iteration 45Q: 3 clusters Score -952176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -952180.812500 Penalty: 2906.766846
	Iteration 46Q: 3 clusters Score -952180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -952183.625000 Penalty: 2906.766846
	Iteration 47Q: 3 clusters Score -952183.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -952193.437500 Penalty: 2906.766846
	Iteration 48Q: 3 clusters Score -952193.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -952199.437500 Penalty: 2906.766846
	Iteration 49Q: 3 clusters Score -952199.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -952206.000000 Penalty: 2906.766846
	Iteration 50Q: 3 clusters Score -952206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -952211.687500 Penalty: 2906.766846
	Iteration 51Q: 3 clusters Score -952211.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -952216.250000 Penalty: 2906.766846
	Iteration 52Q: 3 clusters Score -952216.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -952217.500000 Penalty: 2906.766846
	Iteration 53Q: 3 clusters Score -952217.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -952219.437500 Penalty: 2906.766846
	Iteration 54Q: 3 clusters Score -952219.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -952223.250000 Penalty: 2906.766846
	Iteration 55Q: 3 clusters Score -952223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -952225.375000 Penalty: 2906.766846
	Iteration 56Q: 3 clusters Score -952225.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -952228.062500 Penalty: 2906.766846
	Iteration 57Q: 3 clusters Score -952228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -952231.500000 Penalty: 2906.766846
	Iteration 58Q: 3 clusters Score -952231.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -952234.312500 Penalty: 2906.766846
	Iteration 59Q: 3 clusters Score -952234.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -952238.500000 Penalty: 2906.766846
	Iteration 60F: 3 clusters Score -952238.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -952242.312500 Penalty: 2906.766846
	Iteration 61Q: 3 clusters Score -952242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -952245.062500 Penalty: 2906.766846
	Iteration 62Q: 3 clusters Score -952245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -952250.062500 Penalty: 2906.766846
	Iteration 63Q: 3 clusters Score -952250.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -952253.000000 Penalty: 2906.766846
	Iteration 64Q: 3 clusters Score -952253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -952257.937500 Penalty: 2906.766846
	Iteration 65Q: 3 clusters Score -952257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -952263.125000 Penalty: 2906.766846
	Iteration 66Q: 3 clusters Score -952263.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -952266.062500 Penalty: 2906.766846
	Iteration 67Q: 3 clusters Score -952266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -952265.437500 Penalty: 2906.766846
	Iteration 68Q: 3 clusters Score -952265.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -952269.437500 Penalty: 2906.766846
	Iteration 69Q: 3 clusters Score -952269.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -952270.125000 Penalty: 2906.766846
	Iteration 70Q: 3 clusters Score -952270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -952273.250000 Penalty: 2906.766846
	Iteration 71Q: 3 clusters Score -952273.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -952278.000000 Penalty: 2906.766846
	Iteration 72Q: 3 clusters Score -952278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -952281.062500 Penalty: 2906.766846
	Iteration 73Q: 3 clusters Score -952281.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -952280.312500 Penalty: 2906.766846
	Iteration 74Q: 3 clusters Score -952280.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -952284.625000 Penalty: 2906.766846
	Iteration 75Q: 3 clusters Score -952284.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -952285.875000 Penalty: 2906.766846
	Iteration 76Q: 3 clusters Score -952285.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -952290.062500 Penalty: 2906.766846
	Iteration 77Q: 3 clusters Score -952290.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -952290.562500 Penalty: 2906.766846
	Iteration 78Q: 3 clusters Score -952290.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -952296.250000 Penalty: 2906.766846
	Iteration 79Q: 3 clusters Score -952296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -952298.125000 Penalty: 2906.766846
	Iteration 80F: 3 clusters Score -952298.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -952303.125000 Penalty: 2906.766846
	Iteration 81Q: 3 clusters Score -952303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -952306.687500 Penalty: 2906.766846
	Iteration 82Q: 3 clusters Score -952306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -952305.812500 Penalty: 2906.766846
	Iteration 83Q: 3 clusters Score -952305.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -952309.250000 Penalty: 2906.766846
	Iteration 84Q: 3 clusters Score -952309.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -952314.375000 Penalty: 2906.766846
	Iteration 85Q: 3 clusters Score -952314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -952316.937500 Penalty: 2906.766846
	Iteration 86Q: 3 clusters Score -952316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -952317.625000 Penalty: 2906.766846
	Iteration 87Q: 3 clusters Score -952317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -952317.125000 Penalty: 2906.766846
	Iteration 88Q: 3 clusters Score -952317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -952322.062500 Penalty: 2906.766846
	Iteration 89Q: 3 clusters Score -952322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -952324.500000 Penalty: 2906.766846
	Iteration 90Q: 3 clusters Score -952324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -952327.750000 Penalty: 2906.766846
	Iteration 91Q: 3 clusters Score -952327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -952333.750000 Penalty: 2906.766846
	Iteration 92Q: 3 clusters Score -952333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -952333.437500 Penalty: 2906.766846
	Iteration 93Q: 3 clusters Score -952333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -952337.750000 Penalty: 2906.766846
	Iteration 94Q: 3 clusters Score -952337.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -952337.875000 Penalty: 2906.766846
	Iteration 95Q: 3 clusters Score -952337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -952341.812500 Penalty: 2906.766846
	Iteration 96Q: 3 clusters Score -952341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -952345.437500 Penalty: 2906.766846
	Iteration 97Q: 3 clusters Score -952345.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -952345.625000 Penalty: 2906.766846
	Iteration 98Q: 3 clusters Score -952345.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -952349.312500 Penalty: 2906.766846
	Iteration 99Q: 3 clusters Score -952349.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -952351.812500 Penalty: 2906.766846
	Iteration 100F: 3 clusters Score -952351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -952354.625000 Penalty: 2906.766846
	Iteration 101Q: 3 clusters Score -952354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -952354.062500 Penalty: 2906.766846
	Iteration 102Q: 3 clusters Score -952354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -952357.062500 Penalty: 2906.766846
	Iteration 103Q: 3 clusters Score -952357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -952357.625000 Penalty: 2906.766846
	Iteration 104Q: 3 clusters Score -952357.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -952359.812500 Penalty: 2906.766846
	Iteration 105Q: 3 clusters Score -952359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -952364.750000 Penalty: 2906.766846
	Iteration 106Q: 3 clusters Score -952364.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -952367.875000 Penalty: 2906.766846
	Iteration 107Q: 3 clusters Score -952367.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -952371.937500 Penalty: 2906.766846
	Iteration 108Q: 3 clusters Score -952371.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -952375.375000 Penalty: 2906.766846
	Iteration 109Q: 3 clusters Score -952375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -952376.250000 Penalty: 2906.766846
	Iteration 110Q: 3 clusters Score -952376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -952377.875000 Penalty: 2906.766846
	Iteration 111Q: 3 clusters Score -952377.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -952379.812500 Penalty: 2906.766846
	Iteration 112Q: 3 clusters Score -952379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -952383.187500 Penalty: 2906.766846
	Iteration 113Q: 3 clusters Score -952383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -952382.812500 Penalty: 2906.766846
	Iteration 114Q: 3 clusters Score -952382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -952383.125000 Penalty: 2906.766846
	Iteration 115Q: 3 clusters Score -952383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -952384.687500 Penalty: 2906.766846
	Iteration 116Q: 3 clusters Score -952384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -952386.625000 Penalty: 2906.766846
	Iteration 117Q: 3 clusters Score -952386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -952388.125000 Penalty: 2906.766846
	Iteration 118Q: 3 clusters Score -952388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -952389.312500 Penalty: 2906.766846
	Iteration 119Q: 3 clusters Score -952389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -952388.625000 Penalty: 2906.766846
	Iteration 120F: 3 clusters Score -952388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -952389.562500 Penalty: 2906.766846
	Iteration 121Q: 3 clusters Score -952389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -952391.000000 Penalty: 2906.766846
	Iteration 122Q: 3 clusters Score -952391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -952391.187500 Penalty: 2906.766846
	Iteration 123Q: 3 clusters Score -952391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -952391.250000 Penalty: 2906.766846
	Iteration 124Q: 3 clusters Score -952391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -952392.000000 Penalty: 2906.766846
	Iteration 125Q: 3 clusters Score -952392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -952392.000000 Penalty: 2906.766846
	Iteration 126F: 3 clusters Score -952392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -779136.812500 Penalty: 1427.077515
	Iteration 0F: 2 clusters Score -779136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -774284.000000 Penalty: 2854.155029
	Iteration 0F: 3 clusters Score -774284 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -776160.312500 Penalty: 2854.155029
	Iteration 1F: 3 clusters Score -776160.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -777030.062500 Penalty: 2854.155029
	Iteration 2F: 3 clusters Score -777030.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -777941.500000 Penalty: 2854.155029
	Iteration 3F: 3 clusters Score -777941.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -778574.000000 Penalty: 2854.155029
	Iteration 4F: 3 clusters Score -778574 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -778865.250000 Penalty: 2854.155029
	Iteration 5F: 3 clusters Score -778865.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -779016.500000 Penalty: 2854.155029
	Iteration 6Q: 3 clusters Score -779016.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -779105.437500 Penalty: 2854.155029
	Iteration 7Q: 3 clusters Score -779105.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -779147.062500 Penalty: 2854.155029
	Iteration 8Q: 3 clusters Score -779147.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -779176.875000 Penalty: 2854.155029
	Iteration 9Q: 3 clusters Score -779176.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -779196.375000 Penalty: 2854.155029
	Iteration 10Q: 3 clusters Score -779196.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -779212.562500 Penalty: 2854.155029
	Iteration 11Q: 3 clusters Score -779212.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -779226.000000 Penalty: 2854.155029
	Iteration 12Q: 3 clusters Score -779226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -779231.187500 Penalty: 2854.155029
	Iteration 13Q: 3 clusters Score -779231.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -779233.625000 Penalty: 2854.155029
	Iteration 14Q: 3 clusters Score -779233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -779237.125000 Penalty: 2854.155029
	Iteration 15Q: 3 clusters Score -779237.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -779238.062500 Penalty: 2854.155029
	Iteration 16Q: 3 clusters Score -779238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -779241.375000 Penalty: 2854.155029
	Iteration 17Q: 3 clusters Score -779241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -779242.250000 Penalty: 2854.155029
	Iteration 18Q: 3 clusters Score -779242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -779244.062500 Penalty: 2854.155029
	Iteration 19Q: 3 clusters Score -779244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -779246.062500 Penalty: 2854.155029
	Iteration 20F: 3 clusters Score -779246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -779245.375000 Penalty: 2854.155029
	Iteration 21Q: 3 clusters Score -779245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -779245.937500 Penalty: 2854.155029
	Iteration 22Q: 3 clusters Score -779245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -779245.937500 Penalty: 2854.155029
	Iteration 23F: 3 clusters Score -779245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 845 members 
Entering Unmasked Estep 
Score: -141731760.000000 Penalty: 83940.617188
Splitting cluster 14 changes total score from -141732960.000000 to -141731760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (9693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Entering Unmasked Estep 
Score: -1181649.625000 Penalty: 1491.613403
	Iteration 0F: 2 clusters Score -1181650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1174671.875000 Penalty: 2983.226807
	Iteration 0F: 3 clusters Score -1174672 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1177018.375000 Penalty: 2983.226807
	Iteration 1F: 3 clusters Score -1177018 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1177375.250000 Penalty: 2983.226807
	Iteration 2F: 3 clusters Score -1177375 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1177800.875000 Penalty: 2983.226807
	Iteration 3F: 3 clusters Score -1177801 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1178314.750000 Penalty: 2983.226807
	Iteration 4F: 3 clusters Score -1178315 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1178790.250000 Penalty: 2983.226807
	Iteration 5F: 3 clusters Score -1178790 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1179163.000000 Penalty: 2983.226807
	Iteration 6F: 3 clusters Score -1179163 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1179477.875000 Penalty: 2983.226807
	Iteration 7Q: 3 clusters Score -1179478 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1179738.500000 Penalty: 2983.226807
	Iteration 8Q: 3 clusters Score -1179738 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1179930.500000 Penalty: 2983.226807
	Iteration 9Q: 3 clusters Score -1179930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1180070.750000 Penalty: 2983.226807
	Iteration 10Q: 3 clusters Score -1180071 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1180191.750000 Penalty: 2983.226807
	Iteration 11Q: 3 clusters Score -1180192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1180296.625000 Penalty: 2983.226807
	Iteration 12Q: 3 clusters Score -1180297 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1180465.750000 Penalty: 2983.226807
	Iteration 13Q: 3 clusters Score -1180466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1180671.875000 Penalty: 2983.226807
	Iteration 14Q: 3 clusters Score -1180672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1180782.250000 Penalty: 2983.226807
	Iteration 15Q: 3 clusters Score -1180782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1180849.000000 Penalty: 2983.226807
	Iteration 16Q: 3 clusters Score -1180849 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1180888.125000 Penalty: 2983.226807
	Iteration 17Q: 3 clusters Score -1180888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1180906.750000 Penalty: 2983.226807
	Iteration 18Q: 3 clusters Score -1180907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1180919.750000 Penalty: 2983.226807
	Iteration 19Q: 3 clusters Score -1180920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1180931.375000 Penalty: 2983.226807
	Iteration 20F: 3 clusters Score -1180931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1180938.875000 Penalty: 2983.226807
	Iteration 21Q: 3 clusters Score -1180939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1180939.000000 Penalty: 2983.226807
	Iteration 22Q: 3 clusters Score -1180939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1180943.125000 Penalty: 2983.226807
	Iteration 23Q: 3 clusters Score -1180943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1180947.875000 Penalty: 2983.226807
	Iteration 24Q: 3 clusters Score -1180948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1180944.500000 Penalty: 2983.226807
	Iteration 25Q: 3 clusters Score -1180944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1180946.625000 Penalty: 2983.226807
	Iteration 26Q: 3 clusters Score -1180947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1180946.125000 Penalty: 2983.226807
	Iteration 27Q: 3 clusters Score -1180946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1180948.375000 Penalty: 2983.226807
	Iteration 28Q: 3 clusters Score -1180948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1180952.500000 Penalty: 2983.226807
	Iteration 29Q: 3 clusters Score -1180952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1180952.625000 Penalty: 2983.226807
	Iteration 30Q: 3 clusters Score -1180953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1180955.375000 Penalty: 2983.226807
	Iteration 31Q: 3 clusters Score -1180955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1180956.250000 Penalty: 2983.226807
	Iteration 32Q: 3 clusters Score -1180956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1180955.375000 Penalty: 2983.226807
	Iteration 33Q: 3 clusters Score -1180955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1180955.000000 Penalty: 2983.226807
	Iteration 34Q: 3 clusters Score -1180955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1180955.000000 Penalty: 2983.226807
	Iteration 35F: 3 clusters Score -1180955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (132739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132739 members 
Entering Unmasked Estep 
Score: -16782464.000000 Penalty: 1916.872681
	Iteration 0F: 2 clusters Score -1.678246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -16702689.000000 Penalty: 3833.745361
	Iteration 0F: 3 clusters Score -1.670269e+07 nChanged 64180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -16740056.000000 Penalty: 3833.745361
	Iteration 1F: 3 clusters Score -1.674006e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -16741093.000000 Penalty: 3833.745361
	Iteration 2Q: 3 clusters Score -1.674109e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -16742337.000000 Penalty: 3833.745361
	Iteration 3Q: 3 clusters Score -1.674234e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -16743698.000000 Penalty: 3833.745361
	Iteration 4Q: 3 clusters Score -1.67437e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -16745690.000000 Penalty: 3833.745361
	Iteration 5Q: 3 clusters Score -1.674569e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -16748483.000000 Penalty: 3833.745361
	Iteration 6Q: 3 clusters Score -1.674848e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -16752866.000000 Penalty: 3833.745361
	Iteration 7F: 3 clusters Score -1.675287e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -16758644.000000 Penalty: 3833.745361
	Iteration 8F: 3 clusters Score -1.675864e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -16763617.000000 Penalty: 3833.745361
	Iteration 9F: 3 clusters Score -1.676362e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -16765828.000000 Penalty: 3833.745361
	Iteration 10Q: 3 clusters Score -1.676583e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -16766480.000000 Penalty: 3833.745361
	Iteration 11Q: 3 clusters Score -1.676648e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -16766626.000000 Penalty: 3833.745361
	Iteration 12Q: 3 clusters Score -1.676663e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -16766766.000000 Penalty: 3833.745361
	Iteration 13Q: 3 clusters Score -1.676677e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -16766889.000000 Penalty: 3833.745361
	Iteration 14Q: 3 clusters Score -1.676689e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -16767130.000000 Penalty: 3833.745361
	Iteration 15Q: 3 clusters Score -1.676713e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -16767419.000000 Penalty: 3833.745361
	Iteration 16Q: 3 clusters Score -1.676742e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -16767547.000000 Penalty: 3833.745361
	Iteration 17Q: 3 clusters Score -1.676755e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -16767740.000000 Penalty: 3833.745361
	Iteration 18Q: 3 clusters Score -1.676774e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -16768047.000000 Penalty: 3833.745361
	Iteration 19Q: 3 clusters Score -1.676805e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -16768444.000000 Penalty: 3833.745361
	Iteration 20F: 3 clusters Score -1.676844e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -16768741.000000 Penalty: 3833.745361
	Iteration 21Q: 3 clusters Score -1.676874e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -16769158.000000 Penalty: 3833.745361
	Iteration 22Q: 3 clusters Score -1.676916e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -16769562.000000 Penalty: 3833.745361
	Iteration 23Q: 3 clusters Score -1.676956e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -16769967.000000 Penalty: 3833.745361
	Iteration 24Q: 3 clusters Score -1.676997e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -16770348.000000 Penalty: 3833.745361
	Iteration 25Q: 3 clusters Score -1.677035e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -16770948.000000 Penalty: 3833.745361
	Iteration 26Q: 3 clusters Score -1.677095e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -16771371.000000 Penalty: 3833.745361
	Iteration 27Q: 3 clusters Score -1.677137e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -16771958.000000 Penalty: 3833.745361
	Iteration 28Q: 3 clusters Score -1.677196e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -16772411.000000 Penalty: 3833.745361
	Iteration 29Q: 3 clusters Score -1.677241e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -16772911.000000 Penalty: 3833.745361
	Iteration 30Q: 3 clusters Score -1.677291e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -16773406.000000 Penalty: 3833.745361
	Iteration 31Q: 3 clusters Score -1.677341e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -16773843.000000 Penalty: 3833.745361
	Iteration 32Q: 3 clusters Score -1.677384e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -16774249.000000 Penalty: 3833.745361
	Iteration 33Q: 3 clusters Score -1.677425e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -16774607.000000 Penalty: 3833.745361
	Iteration 34Q: 3 clusters Score -1.677461e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -16774957.000000 Penalty: 3833.745361
	Iteration 35Q: 3 clusters Score -1.677496e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -16775211.000000 Penalty: 3833.745361
	Iteration 36Q: 3 clusters Score -1.677521e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -16775444.000000 Penalty: 3833.745361
	Iteration 37Q: 3 clusters Score -1.677544e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -16775631.000000 Penalty: 3833.745361
	Iteration 38Q: 3 clusters Score -1.677563e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -16775780.000000 Penalty: 3833.745361
	Iteration 39Q: 3 clusters Score -1.677578e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -16776062.000000 Penalty: 3833.745361
	Iteration 40F: 3 clusters Score -1.677606e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -16776338.000000 Penalty: 3833.745361
	Iteration 41Q: 3 clusters Score -1.677634e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -16776532.000000 Penalty: 3833.745361
	Iteration 42Q: 3 clusters Score -1.677653e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -16776733.000000 Penalty: 3833.745361
	Iteration 43Q: 3 clusters Score -1.677673e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -16776826.000000 Penalty: 3833.745361
	Iteration 44Q: 3 clusters Score -1.677683e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -16776892.000000 Penalty: 3833.745361
	Iteration 45Q: 3 clusters Score -1.677689e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -16776990.000000 Penalty: 3833.745361
	Iteration 46Q: 3 clusters Score -1.677699e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -16777144.000000 Penalty: 3833.745361
	Iteration 47Q: 3 clusters Score -1.677714e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -16777216.000000 Penalty: 3833.745361
	Iteration 48Q: 3 clusters Score -1.677722e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -16777280.000000 Penalty: 3833.745361
	Iteration 49Q: 3 clusters Score -1.677728e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -16777342.000000 Penalty: 3833.745361
	Iteration 50Q: 3 clusters Score -1.677734e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -16777340.000000 Penalty: 3833.745361
	Iteration 51Q: 3 clusters Score -1.677734e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -16777390.000000 Penalty: 3833.745361
	Iteration 52Q: 3 clusters Score -1.677739e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -16777390.000000 Penalty: 3833.745361
	Iteration 53Q: 3 clusters Score -1.677739e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -16777388.000000 Penalty: 3833.745361
	Iteration 54Q: 3 clusters Score -1.677739e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -16777416.000000 Penalty: 3833.745361
	Iteration 55Q: 3 clusters Score -1.677742e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -16777428.000000 Penalty: 3833.745361
	Iteration 56Q: 3 clusters Score -1.677743e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -16777464.000000 Penalty: 3833.745361
	Iteration 57Q: 3 clusters Score -1.677746e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -16777506.000000 Penalty: 3833.745361
	Iteration 58Q: 3 clusters Score -1.677751e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -16777516.000000 Penalty: 3833.745361
	Iteration 59Q: 3 clusters Score -1.677752e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -16777538.000000 Penalty: 3833.745361
	Iteration 60F: 3 clusters Score -1.677754e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -16777550.000000 Penalty: 3833.745361
	Iteration 61Q: 3 clusters Score -1.677755e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -16777600.000000 Penalty: 3833.745361
	Iteration 62Q: 3 clusters Score -1.67776e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -16777636.000000 Penalty: 3833.745361
	Iteration 63Q: 3 clusters Score -1.677764e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -16777654.000000 Penalty: 3833.745361
	Iteration 64Q: 3 clusters Score -1.677765e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -16777722.000000 Penalty: 3833.745361
	Iteration 65Q: 3 clusters Score -1.677772e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -16777754.000000 Penalty: 3833.745361
	Iteration 66Q: 3 clusters Score -1.677775e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 87730 members 
Entering Unmasked Estep 
Score: -16777782.000000 Penalty: 3833.745361
	Iteration 67Q: 3 clusters Score -1.677778e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -16777810.000000 Penalty: 3833.745361
	Iteration 68Q: 3 clusters Score -1.677781e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -16777836.000000 Penalty: 3833.745361
	Iteration 69Q: 3 clusters Score -1.677784e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -16777850.000000 Penalty: 3833.745361
	Iteration 70Q: 3 clusters Score -1.677785e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -16777908.000000 Penalty: 3833.745361
	Iteration 71Q: 3 clusters Score -1.677791e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -16778008.000000 Penalty: 3833.745361
	Iteration 72Q: 3 clusters Score -1.677801e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -16778044.000000 Penalty: 3833.745361
	Iteration 73Q: 3 clusters Score -1.677804e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -16778086.000000 Penalty: 3833.745361
	Iteration 74Q: 3 clusters Score -1.677809e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -16778150.000000 Penalty: 3833.745361
	Iteration 75Q: 3 clusters Score -1.677815e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -16778218.000000 Penalty: 3833.745361
	Iteration 76Q: 3 clusters Score -1.677822e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -16778354.000000 Penalty: 3833.745361
	Iteration 77Q: 3 clusters Score -1.677835e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -16778502.000000 Penalty: 3833.745361
	Iteration 78Q: 3 clusters Score -1.67785e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -16778656.000000 Penalty: 3833.745361
	Iteration 79Q: 3 clusters Score -1.677866e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -16778788.000000 Penalty: 3833.745361
	Iteration 80F: 3 clusters Score -1.677879e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -16778944.000000 Penalty: 3833.745361
	Iteration 81Q: 3 clusters Score -1.677894e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -16778988.000000 Penalty: 3833.745361
	Iteration 82Q: 3 clusters Score -1.677899e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -16779126.000000 Penalty: 3833.745361
	Iteration 83Q: 3 clusters Score -1.677913e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -16779226.000000 Penalty: 3833.745361
	Iteration 84Q: 3 clusters Score -1.677923e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 102043 members 
Entering Unmasked Estep 
Score: -16779312.000000 Penalty: 3833.745361
	Iteration 85Q: 3 clusters Score -1.677931e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -16779410.000000 Penalty: 3833.745361
	Iteration 86Q: 3 clusters Score -1.677941e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -16779594.000000 Penalty: 3833.745361
	Iteration 87Q: 3 clusters Score -1.677959e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -16779708.000000 Penalty: 3833.745361
	Iteration 88Q: 3 clusters Score -1.677971e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -16779774.000000 Penalty: 3833.745361
	Iteration 89Q: 3 clusters Score -1.677977e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -16779804.000000 Penalty: 3833.745361
	Iteration 90Q: 3 clusters Score -1.67798e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -16779798.000000 Penalty: 3833.745361
	Iteration 91Q: 3 clusters Score -1.67798e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -16779852.000000 Penalty: 3833.745361
	Iteration 92Q: 3 clusters Score -1.677985e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -16779912.000000 Penalty: 3833.745361
	Iteration 93Q: 3 clusters Score -1.677991e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -16779946.000000 Penalty: 3833.745361
	Iteration 94Q: 3 clusters Score -1.677995e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 109403 members 
Entering Unmasked Estep 
Score: -16780012.000000 Penalty: 3833.745361
	Iteration 95Q: 3 clusters Score -1.678001e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 109980 members 
Entering Unmasked Estep 
Score: -16780118.000000 Penalty: 3833.745361
	Iteration 96Q: 3 clusters Score -1.678012e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -16780150.000000 Penalty: 3833.745361
	Iteration 97Q: 3 clusters Score -1.678015e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 111052 members 
Entering Unmasked Estep 
Score: -16780192.000000 Penalty: 3833.745361
	Iteration 98Q: 3 clusters Score -1.678019e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 111519 members 
Entering Unmasked Estep 
Score: -16780244.000000 Penalty: 3833.745361
	Iteration 99Q: 3 clusters Score -1.678024e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 111979 members 
Entering Unmasked Estep 
Score: -16780362.000000 Penalty: 3833.745361
	Iteration 100F: 3 clusters Score -1.678036e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 112382 members 
Entering Unmasked Estep 
Score: -16780418.000000 Penalty: 3833.745361
	Iteration 101Q: 3 clusters Score -1.678042e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -16780478.000000 Penalty: 3833.745361
	Iteration 102Q: 3 clusters Score -1.678048e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -16780528.000000 Penalty: 3833.745361
	Iteration 103Q: 3 clusters Score -1.678053e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 113441 members 
Entering Unmasked Estep 
Score: -16780544.000000 Penalty: 3833.745361
	Iteration 104Q: 3 clusters Score -1.678054e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -16780602.000000 Penalty: 3833.745361
	Iteration 105Q: 3 clusters Score -1.67806e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -16780612.000000 Penalty: 3833.745361
	Iteration 106Q: 3 clusters Score -1.678061e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 114535 members 
Entering Unmasked Estep 
Score: -16780696.000000 Penalty: 3833.745361
	Iteration 107Q: 3 clusters Score -1.67807e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -16780720.000000 Penalty: 3833.745361
	Iteration 108Q: 3 clusters Score -1.678072e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 115176 members 
Entering Unmasked Estep 
Score: -16780772.000000 Penalty: 3833.745361
	Iteration 109Q: 3 clusters Score -1.678077e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 115545 members 
Entering Unmasked Estep 
Score: -16780852.000000 Penalty: 3833.745361
	Iteration 110Q: 3 clusters Score -1.678085e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 115887 members 
Entering Unmasked Estep 
Score: -16780898.000000 Penalty: 3833.745361
	Iteration 111Q: 3 clusters Score -1.67809e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -16780942.000000 Penalty: 3833.745361
	Iteration 112Q: 3 clusters Score -1.678094e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 116537 members 
Entering Unmasked Estep 
Score: -16780970.000000 Penalty: 3833.745361
	Iteration 113Q: 3 clusters Score -1.678097e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 116864 members 
Entering Unmasked Estep 
Score: -16780994.000000 Penalty: 3833.745361
	Iteration 114Q: 3 clusters Score -1.678099e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -16781000.000000 Penalty: 3833.745361
	Iteration 115Q: 3 clusters Score -1.6781e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -16781032.000000 Penalty: 3833.745361
	Iteration 116Q: 3 clusters Score -1.678103e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -16781058.000000 Penalty: 3833.745361
	Iteration 117Q: 3 clusters Score -1.678106e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -16781128.000000 Penalty: 3833.745361
	Iteration 118Q: 3 clusters Score -1.678113e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 118629 members 
Entering Unmasked Estep 
Score: -16781220.000000 Penalty: 3833.745361
	Iteration 119Q: 3 clusters Score -1.678122e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -16781220.000000 Penalty: 3833.745361
	Iteration 120F: 3 clusters Score -1.678122e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -16781272.000000 Penalty: 3833.745361
	Iteration 121Q: 3 clusters Score -1.678127e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -16781306.000000 Penalty: 3833.745361
	Iteration 122Q: 3 clusters Score -1.678131e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -16781358.000000 Penalty: 3833.745361
	Iteration 123Q: 3 clusters Score -1.678136e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -16781408.000000 Penalty: 3833.745361
	Iteration 124Q: 3 clusters Score -1.678141e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 120555 members 
Entering Unmasked Estep 
Score: -16781450.000000 Penalty: 3833.745361
	Iteration 125Q: 3 clusters Score -1.678145e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -16781492.000000 Penalty: 3833.745361
	Iteration 126Q: 3 clusters Score -1.678149e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 121007 members 
Entering Unmasked Estep 
Score: -16781516.000000 Penalty: 3833.745361
	Iteration 127Q: 3 clusters Score -1.678152e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -16781546.000000 Penalty: 3833.745361
	Iteration 128Q: 3 clusters Score -1.678155e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 121473 members 
Entering Unmasked Estep 
Score: -16781562.000000 Penalty: 3833.745361
	Iteration 129Q: 3 clusters Score -1.678156e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -16781548.000000 Penalty: 3833.745361
	Iteration 130Q: 3 clusters Score -1.678155e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 121987 members 
Entering Unmasked Estep 
Score: -16781582.000000 Penalty: 3833.745361
	Iteration 131Q: 3 clusters Score -1.678158e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 122247 members 
Entering Unmasked Estep 
Score: -16781596.000000 Penalty: 3833.745361
	Iteration 132Q: 3 clusters Score -1.67816e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 122491 members 
Entering Unmasked Estep 
Score: -16781628.000000 Penalty: 3833.745361
	Iteration 133Q: 3 clusters Score -1.678163e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 122739 members 
Entering Unmasked Estep 
Score: -16781624.000000 Penalty: 3833.745361
	Iteration 134Q: 3 clusters Score -1.678162e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -16781620.000000 Penalty: 3833.745361
	Iteration 135Q: 3 clusters Score -1.678162e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -16781602.000000 Penalty: 3833.745361
	Iteration 136Q: 3 clusters Score -1.67816e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 123412 members 
Entering Unmasked Estep 
Score: -16781628.000000 Penalty: 3833.745361
	Iteration 137Q: 3 clusters Score -1.678163e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -16781640.000000 Penalty: 3833.745361
	Iteration 138Q: 3 clusters Score -1.678164e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 123784 members 
Entering Unmasked Estep 
Score: -16781682.000000 Penalty: 3833.745361
	Iteration 139Q: 3 clusters Score -1.678168e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -16781666.000000 Penalty: 3833.745361
	Iteration 140F: 3 clusters Score -1.678167e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 124106 members 
Entering Unmasked Estep 
Score: -16781672.000000 Penalty: 3833.745361
	Iteration 141Q: 3 clusters Score -1.678167e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -16781668.000000 Penalty: 3833.745361
	Iteration 142Q: 3 clusters Score -1.678167e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -16781634.000000 Penalty: 3833.745361
	Iteration 143Q: 3 clusters Score -1.678163e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 124575 members 
Entering Unmasked Estep 
Score: -16781608.000000 Penalty: 3833.745361
	Iteration 144Q: 3 clusters Score -1.678161e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 124700 members 
Entering Unmasked Estep 
Score: -16781588.000000 Penalty: 3833.745361
	Iteration 145Q: 3 clusters Score -1.678159e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 124837 members 
Entering Unmasked Estep 
Score: -16781588.000000 Penalty: 3833.745361
	Iteration 146Q: 3 clusters Score -1.678159e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 124967 members 
Entering Unmasked Estep 
Score: -16781562.000000 Penalty: 3833.745361
	Iteration 147Q: 3 clusters Score -1.678156e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -16781556.000000 Penalty: 3833.745361
	Iteration 148Q: 3 clusters Score -1.678156e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 125155 members 
Entering Unmasked Estep 
Score: -16781552.000000 Penalty: 3833.745361
	Iteration 149Q: 3 clusters Score -1.678155e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 125236 members 
Entering Unmasked Estep 
Score: -16781536.000000 Penalty: 3833.745361
	Iteration 150Q: 3 clusters Score -1.678154e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -16781532.000000 Penalty: 3833.745361
	Iteration 151Q: 3 clusters Score -1.678153e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -16781512.000000 Penalty: 3833.745361
	Iteration 152Q: 3 clusters Score -1.678151e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -16781500.000000 Penalty: 3833.745361
	Iteration 153Q: 3 clusters Score -1.67815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 125512 members 
Entering Unmasked Estep 
Score: -16781488.000000 Penalty: 3833.745361
	Iteration 154Q: 3 clusters Score -1.678149e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -16781496.000000 Penalty: 3833.745361
	Iteration 155Q: 3 clusters Score -1.67815e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -16781514.000000 Penalty: 3833.745361
	Iteration 156Q: 3 clusters Score -1.678151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 125657 members 
Entering Unmasked Estep 
Score: -16781510.000000 Penalty: 3833.745361
	Iteration 157Q: 3 clusters Score -1.678151e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -16781504.000000 Penalty: 3833.745361
	Iteration 158Q: 3 clusters Score -1.67815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 125724 members 
Entering Unmasked Estep 
Score: -16781474.000000 Penalty: 3833.745361
	Iteration 159Q: 3 clusters Score -1.678147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 125762 members 
Entering Unmasked Estep 
Score: -16781470.000000 Penalty: 3833.745361
	Iteration 160F: 3 clusters Score -1.678147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -16781470.000000 Penalty: 3833.745361
	Iteration 161Q: 3 clusters Score -1.678147e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -16781486.000000 Penalty: 3833.745361
	Iteration 162Q: 3 clusters Score -1.678149e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 125889 members 
Entering Unmasked Estep 
Score: -16781498.000000 Penalty: 3833.745361
	Iteration 163Q: 3 clusters Score -1.67815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -16781490.000000 Penalty: 3833.745361
	Iteration 164Q: 3 clusters Score -1.678149e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 125996 members 
Entering Unmasked Estep 
Score: -16781512.000000 Penalty: 3833.745361
	Iteration 165Q: 3 clusters Score -1.678151e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -16781516.000000 Penalty: 3833.745361
	Iteration 166Q: 3 clusters Score -1.678152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 126083 members 
Entering Unmasked Estep 
Score: -16781506.000000 Penalty: 3833.745361
	Iteration 167Q: 3 clusters Score -1.678151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 126111 members 
Entering Unmasked Estep 
Score: -16781514.000000 Penalty: 3833.745361
	Iteration 168Q: 3 clusters Score -1.678151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -16781514.000000 Penalty: 3833.745361
	Iteration 169Q: 3 clusters Score -1.678151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -16781528.000000 Penalty: 3833.745361
	Iteration 170Q: 3 clusters Score -1.678153e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 126183 members 
Entering Unmasked Estep 
Score: -16781516.000000 Penalty: 3833.745361
	Iteration 171Q: 3 clusters Score -1.678152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 126207 members 
Entering Unmasked Estep 
Score: -16781498.000000 Penalty: 3833.745361
	Iteration 172Q: 3 clusters Score -1.67815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -16781482.000000 Penalty: 3833.745361
	Iteration 173Q: 3 clusters Score -1.678148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 126255 members 
Entering Unmasked Estep 
Score: -16781486.000000 Penalty: 3833.745361
	Iteration 174Q: 3 clusters Score -1.678149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 126278 members 
Entering Unmasked Estep 
Score: -16781460.000000 Penalty: 3833.745361
	Iteration 175Q: 3 clusters Score -1.678146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -16781462.000000 Penalty: 3833.745361
	Iteration 176Q: 3 clusters Score -1.678146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 126315 members 
Entering Unmasked Estep 
Score: -16781458.000000 Penalty: 3833.745361
	Iteration 177Q: 3 clusters Score -1.678146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 126335 members 
Entering Unmasked Estep 
Score: -16781464.000000 Penalty: 3833.745361
	Iteration 178Q: 3 clusters Score -1.678146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 126358 members 
Entering Unmasked Estep 
Score: -16781472.000000 Penalty: 3833.745361
	Iteration 179Q: 3 clusters Score -1.678147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -16781494.000000 Penalty: 3833.745361
	Iteration 180F: 3 clusters Score -1.678149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -16781508.000000 Penalty: 3833.745361
	Iteration 181Q: 3 clusters Score -1.678151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 126403 members 
Entering Unmasked Estep 
Score: -16781516.000000 Penalty: 3833.745361
	Iteration 182Q: 3 clusters Score -1.678152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 126412 members 
Entering Unmasked Estep 
Score: -16781522.000000 Penalty: 3833.745361
	Iteration 183Q: 3 clusters Score -1.678152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -16781528.000000 Penalty: 3833.745361
	Iteration 184Q: 3 clusters Score -1.678153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -16781528.000000 Penalty: 3833.745361
	Iteration 185Q: 3 clusters Score -1.678153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -16781510.000000 Penalty: 3833.745361
	Iteration 186Q: 3 clusters Score -1.678151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 126437 members 
Entering Unmasked Estep 
Score: -16781520.000000 Penalty: 3833.745361
	Iteration 187Q: 3 clusters Score -1.678152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -16781512.000000 Penalty: 3833.745361
	Iteration 188Q: 3 clusters Score -1.678151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -16781508.000000 Penalty: 3833.745361
	Iteration 189Q: 3 clusters Score -1.678151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -16781500.000000 Penalty: 3833.745361
	Iteration 190Q: 3 clusters Score -1.67815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -16781498.000000 Penalty: 3833.745361
	Iteration 191Q: 3 clusters Score -1.67815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -16781504.000000 Penalty: 3833.745361
	Iteration 192Q: 3 clusters Score -1.67815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -16781476.000000 Penalty: 3833.745361
	Iteration 193Q: 3 clusters Score -1.678148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 126548 members 
Entering Unmasked Estep 
Score: -16781490.000000 Penalty: 3833.745361
	Iteration 194Q: 3 clusters Score -1.678149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -16781472.000000 Penalty: 3833.745361
	Iteration 195Q: 3 clusters Score -1.678147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 126599 members 
Entering Unmasked Estep 
Score: -16781466.000000 Penalty: 3833.745361
	Iteration 196Q: 3 clusters Score -1.678147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 126616 members 
Entering Unmasked Estep 
Score: -16781462.000000 Penalty: 3833.745361
	Iteration 197Q: 3 clusters Score -1.678146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -16781464.000000 Penalty: 3833.745361
	Iteration 198Q: 3 clusters Score -1.678146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 126638 members 
Entering Unmasked Estep 
Score: -16781492.000000 Penalty: 3833.745361
	Iteration 199Q: 3 clusters Score -1.678149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 126649 members 
Entering Unmasked Estep 
Score: -16781484.000000 Penalty: 3833.745361
	Iteration 200F: 3 clusters Score -1.678148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 126663 members 
Entering Unmasked Estep 
Score: -16781486.000000 Penalty: 3833.745361
	Iteration 201Q: 3 clusters Score -1.678149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 126679 members 
Entering Unmasked Estep 
Score: -16781478.000000 Penalty: 3833.745361
	Iteration 202Q: 3 clusters Score -1.678148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -16781470.000000 Penalty: 3833.745361
	Iteration 203Q: 3 clusters Score -1.678147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -16781470.000000 Penalty: 3833.745361
	Iteration 204Q: 3 clusters Score -1.678147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -16781494.000000 Penalty: 3833.745361
	Iteration 205Q: 3 clusters Score -1.678149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -16781484.000000 Penalty: 3833.745361
	Iteration 206Q: 3 clusters Score -1.678148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 126723 members 
Entering Unmasked Estep 
Score: -16781478.000000 Penalty: 3833.745361
	Iteration 207Q: 3 clusters Score -1.678148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -16781478.000000 Penalty: 3833.745361
	Iteration 208Q: 3 clusters Score -1.678148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 126727 members 
Entering Unmasked Estep 
Score: -16781476.000000 Penalty: 3833.745361
	Iteration 209Q: 3 clusters Score -1.678148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 126729 members 
Entering Unmasked Estep 
Score: -16781488.000000 Penalty: 3833.745361
	Iteration 210Q: 3 clusters Score -1.678149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 126733 members 
Entering Unmasked Estep 
Score: -16781478.000000 Penalty: 3833.745361
	Iteration 211Q: 3 clusters Score -1.678148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -16781472.000000 Penalty: 3833.745361
	Iteration 212Q: 3 clusters Score -1.678147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -16781478.000000 Penalty: 3833.745361
	Iteration 213Q: 3 clusters Score -1.678148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -16781478.000000 Penalty: 3833.745361
	Iteration 214F: 3 clusters Score -1.678148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -859418.187500 Penalty: 1444.063843
	Iteration 0F: 2 clusters Score -859418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -853988.812500 Penalty: 2888.127686
	Iteration 0F: 3 clusters Score -853988.8 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -855656.937500 Penalty: 2888.127686
	Iteration 1F: 3 clusters Score -855656.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -855900.187500 Penalty: 2888.127686
	Iteration 2F: 3 clusters Score -855900.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -856117.125000 Penalty: 2888.127686
	Iteration 3F: 3 clusters Score -856117.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -856344.687500 Penalty: 2888.127686
	Iteration 4F: 3 clusters Score -856344.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -856596.375000 Penalty: 2888.127686
	Iteration 5F: 3 clusters Score -856596.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -856837.250000 Penalty: 2888.127686
	Iteration 6F: 3 clusters Score -856837.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -857087.437500 Penalty: 2888.127686
	Iteration 7Q: 3 clusters Score -857087.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -857324.187500 Penalty: 2888.127686
	Iteration 8Q: 3 clusters Score -857324.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -857557.312500 Penalty: 2888.127686
	Iteration 9Q: 3 clusters Score -857557.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -857746.687500 Penalty: 2888.127686
	Iteration 10Q: 3 clusters Score -857746.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -857879.500000 Penalty: 2888.127686
	Iteration 11Q: 3 clusters Score -857879.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -858004.687500 Penalty: 2888.127686
	Iteration 12Q: 3 clusters Score -858004.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -858091.062500 Penalty: 2888.127686
	Iteration 13Q: 3 clusters Score -858091.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -858144.187500 Penalty: 2888.127686
	Iteration 14Q: 3 clusters Score -858144.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -858163.687500 Penalty: 2888.127686
	Iteration 15Q: 3 clusters Score -858163.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -858173.875000 Penalty: 2888.127686
	Iteration 16Q: 3 clusters Score -858173.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -858186.312500 Penalty: 2888.127686
	Iteration 17Q: 3 clusters Score -858186.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -858203.062500 Penalty: 2888.127686
	Iteration 18Q: 3 clusters Score -858203.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -858217.812500 Penalty: 2888.127686
	Iteration 19Q: 3 clusters Score -858217.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -858227.875000 Penalty: 2888.127686
	Iteration 20F: 3 clusters Score -858227.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -858232.812500 Penalty: 2888.127686
	Iteration 21Q: 3 clusters Score -858232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -858237.062500 Penalty: 2888.127686
	Iteration 22Q: 3 clusters Score -858237.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -858237.562500 Penalty: 2888.127686
	Iteration 23Q: 3 clusters Score -858237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -858239.000000 Penalty: 2888.127686
	Iteration 24Q: 3 clusters Score -858239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -858241.750000 Penalty: 2888.127686
	Iteration 25Q: 3 clusters Score -858241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -858244.000000 Penalty: 2888.127686
	Iteration 26Q: 3 clusters Score -858244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -858246.750000 Penalty: 2888.127686
	Iteration 27Q: 3 clusters Score -858246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -858247.250000 Penalty: 2888.127686
	Iteration 28Q: 3 clusters Score -858247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -858248.812500 Penalty: 2888.127686
	Iteration 29Q: 3 clusters Score -858248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -858250.250000 Penalty: 2888.127686
	Iteration 30Q: 3 clusters Score -858250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -858250.625000 Penalty: 2888.127686
	Iteration 31Q: 3 clusters Score -858250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -858252.000000 Penalty: 2888.127686
	Iteration 32Q: 3 clusters Score -858252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -858251.062500 Penalty: 2888.127686
	Iteration 33Q: 3 clusters Score -858251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -858251.062500 Penalty: 2888.127686
	Iteration 34F: 3 clusters Score -858251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Entering Unmasked Estep 
Score: -2266978.750000 Penalty: 1596.067139
	Iteration 0F: 2 clusters Score -2266979 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 9231 members 
Entering Unmasked Estep 
Score: -2254365.750000 Penalty: 3192.134277
	Iteration 0F: 3 clusters Score -2254366 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2258816.500000 Penalty: 3192.134277
	Iteration 1F: 3 clusters Score -2258816 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2259092.000000 Penalty: 3192.134277
	Iteration 2Q: 3 clusters Score -2259092 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2259327.500000 Penalty: 3192.134277
	Iteration 3Q: 3 clusters Score -2259328 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2259523.250000 Penalty: 3192.134277
	Iteration 4Q: 3 clusters Score -2259523 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2259715.500000 Penalty: 3192.134277
	Iteration 5Q: 3 clusters Score -2259716 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2259934.250000 Penalty: 3192.134277
	Iteration 6Q: 3 clusters Score -2259934 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2260180.000000 Penalty: 3192.134277
	Iteration 7Q: 3 clusters Score -2260180 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2260455.250000 Penalty: 3192.134277
	Iteration 8Q: 3 clusters Score -2260455 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2260771.750000 Penalty: 3192.134277
	Iteration 9Q: 3 clusters Score -2260772 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2261081.000000 Penalty: 3192.134277
	Iteration 10Q: 3 clusters Score -2261081 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2261420.500000 Penalty: 3192.134277
	Iteration 11Q: 3 clusters Score -2261420 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2261787.500000 Penalty: 3192.134277
	Iteration 12Q: 3 clusters Score -2261788 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2262176.250000 Penalty: 3192.134277
	Iteration 13Q: 3 clusters Score -2262176 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2262562.250000 Penalty: 3192.134277
	Iteration 14Q: 3 clusters Score -2262562 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2262961.000000 Penalty: 3192.134277
	Iteration 15Q: 3 clusters Score -2262961 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2263398.750000 Penalty: 3192.134277
	Iteration 16Q: 3 clusters Score -2263399 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2263863.750000 Penalty: 3192.134277
	Iteration 17Q: 3 clusters Score -2263864 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2264213.000000 Penalty: 3192.134277
	Iteration 18Q: 3 clusters Score -2264213 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2264490.500000 Penalty: 3192.134277
	Iteration 19Q: 3 clusters Score -2264490 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2264689.500000 Penalty: 3192.134277
	Iteration 20F: 3 clusters Score -2264690 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2264832.500000 Penalty: 3192.134277
	Iteration 21Q: 3 clusters Score -2264832 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2264971.250000 Penalty: 3192.134277
	Iteration 22Q: 3 clusters Score -2264971 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2265084.250000 Penalty: 3192.134277
	Iteration 23Q: 3 clusters Score -2265084 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2265180.250000 Penalty: 3192.134277
	Iteration 24Q: 3 clusters Score -2265180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2265275.250000 Penalty: 3192.134277
	Iteration 25Q: 3 clusters Score -2265275 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2265351.250000 Penalty: 3192.134277
	Iteration 26Q: 3 clusters Score -2265351 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2265451.500000 Penalty: 3192.134277
	Iteration 27Q: 3 clusters Score -2265452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2265553.750000 Penalty: 3192.134277
	Iteration 28Q: 3 clusters Score -2265554 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2265643.250000 Penalty: 3192.134277
	Iteration 29Q: 3 clusters Score -2265643 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2265693.500000 Penalty: 3192.134277
	Iteration 30Q: 3 clusters Score -2265694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2265754.500000 Penalty: 3192.134277
	Iteration 31Q: 3 clusters Score -2265754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2265789.000000 Penalty: 3192.134277
	Iteration 32Q: 3 clusters Score -2265789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2265825.250000 Penalty: 3192.134277
	Iteration 33Q: 3 clusters Score -2265825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2265850.250000 Penalty: 3192.134277
	Iteration 34Q: 3 clusters Score -2265850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2265874.000000 Penalty: 3192.134277
	Iteration 35Q: 3 clusters Score -2265874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2265888.750000 Penalty: 3192.134277
	Iteration 36Q: 3 clusters Score -2265889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2265895.500000 Penalty: 3192.134277
	Iteration 37Q: 3 clusters Score -2265896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2265904.750000 Penalty: 3192.134277
	Iteration 38Q: 3 clusters Score -2265905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2265919.000000 Penalty: 3192.134277
	Iteration 39Q: 3 clusters Score -2265919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2265931.000000 Penalty: 3192.134277
	Iteration 40F: 3 clusters Score -2265931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2265937.250000 Penalty: 3192.134277
	Iteration 41Q: 3 clusters Score -2265937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2265950.250000 Penalty: 3192.134277
	Iteration 42Q: 3 clusters Score -2265950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2265957.250000 Penalty: 3192.134277
	Iteration 43Q: 3 clusters Score -2265957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2265967.500000 Penalty: 3192.134277
	Iteration 44Q: 3 clusters Score -2265968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2265973.500000 Penalty: 3192.134277
	Iteration 45Q: 3 clusters Score -2265974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2265976.500000 Penalty: 3192.134277
	Iteration 46Q: 3 clusters Score -2265976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2265982.500000 Penalty: 3192.134277
	Iteration 47Q: 3 clusters Score -2265982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2265983.250000 Penalty: 3192.134277
	Iteration 48Q: 3 clusters Score -2265983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2265989.500000 Penalty: 3192.134277
	Iteration 49Q: 3 clusters Score -2265990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2265992.250000 Penalty: 3192.134277
	Iteration 50Q: 3 clusters Score -2265992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2265994.000000 Penalty: 3192.134277
	Iteration 51Q: 3 clusters Score -2265994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2265997.750000 Penalty: 3192.134277
	Iteration 52Q: 3 clusters Score -2265998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2265997.500000 Penalty: 3192.134277
	Iteration 53Q: 3 clusters Score -2265998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2266002.000000 Penalty: 3192.134277
	Iteration 54Q: 3 clusters Score -2266002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2266000.500000 Penalty: 3192.134277
	Iteration 55Q: 3 clusters Score -2266000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2266002.750000 Penalty: 3192.134277
	Iteration 56Q: 3 clusters Score -2266003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2266004.250000 Penalty: 3192.134277
	Iteration 57Q: 3 clusters Score -2266004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2266004.250000 Penalty: 3192.134277
	Iteration 58Q: 3 clusters Score -2266004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2266001.500000 Penalty: 3192.134277
	Iteration 59Q: 3 clusters Score -2266002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2266004.750000 Penalty: 3192.134277
	Iteration 60F: 3 clusters Score -2266005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2266005.500000 Penalty: 3192.134277
	Iteration 61Q: 3 clusters Score -2266006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2266005.500000 Penalty: 3192.134277
	Iteration 62F: 3 clusters Score -2266006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -11110.653320 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -11110.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10259.588867 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -10259.59 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10509.135742 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -10509.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10620.604492 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -10620.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10689.228516 Penalty: 1913.885254
	Iteration 3F: 3 clusters Score -10689.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10784.015625 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -10784.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10851.377930 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -10851.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10961.180664 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -10961.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11046.334961 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -11046.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11092.447266 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -11092.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11108.393555 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -11108.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11111.467773 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -11111.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11116.510742 Penalty: 1913.885254
	Iteration 11Q: 3 clusters Score -11116.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11119.293945 Penalty: 1913.885254
	Iteration 12Q: 3 clusters Score -11119.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11120.611328 Penalty: 1913.885254
	Iteration 13Q: 3 clusters Score -11120.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11121.334961 Penalty: 1913.885254
	Iteration 14Q: 3 clusters Score -11121.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11130.740234 Penalty: 1913.885254
	Iteration 15Q: 3 clusters Score -11130.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11131.448242 Penalty: 1913.885254
	Iteration 16Q: 3 clusters Score -11131.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11137.446289 Penalty: 1913.885254
	Iteration 17F: 3 clusters Score -11137.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11155.300781 Penalty: 1913.885254
	Iteration 18Q: 3 clusters Score -11155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11170.827148 Penalty: 1913.885254
	Iteration 19Q: 3 clusters Score -11170.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11194.322266 Penalty: 1913.885254
	Iteration 20F: 3 clusters Score -11194.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11198.228516 Penalty: 1913.885254
	Iteration 21Q: 3 clusters Score -11198.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11198.228516 Penalty: 1913.885254
	Iteration 22F: 3 clusters Score -11198.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 155 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 206 members 
Entering Unmasked Estep 
Score: -141731696.000000 Penalty: 83940.617188
Splitting cluster 19 changes total score from -141732960.000000 to -141731696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (107402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Entering Unmasked Estep 
Score: -13510894.000000 Penalty: 1882.454346
	Iteration 0F: 2 clusters Score -1.351089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -13442023.000000 Penalty: 3764.908691
	Iteration 0F: 3 clusters Score -1.344202e+07 nChanged 51422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -13472257.000000 Penalty: 3764.908691
	Iteration 1F: 3 clusters Score -1.347226e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -13473008.000000 Penalty: 3764.908691
	Iteration 2Q: 3 clusters Score -1.347301e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -13473883.000000 Penalty: 3764.908691
	Iteration 3Q: 3 clusters Score -1.347388e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -13475216.000000 Penalty: 3764.908691
	Iteration 4Q: 3 clusters Score -1.347522e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -13477001.000000 Penalty: 3764.908691
	Iteration 5Q: 3 clusters Score -1.3477e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -13479718.000000 Penalty: 3764.908691
	Iteration 6Q: 3 clusters Score -1.347972e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -13483557.000000 Penalty: 3764.908691
	Iteration 7F: 3 clusters Score -1.348356e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -13488697.000000 Penalty: 3764.908691
	Iteration 8F: 3 clusters Score -1.34887e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -13493585.000000 Penalty: 3764.908691
	Iteration 9F: 3 clusters Score -1.349358e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -13496350.000000 Penalty: 3764.908691
	Iteration 10F: 3 clusters Score -1.349635e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -13497363.000000 Penalty: 3764.908691
	Iteration 11Q: 3 clusters Score -1.349736e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -13497743.000000 Penalty: 3764.908691
	Iteration 12Q: 3 clusters Score -1.349774e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -13497926.000000 Penalty: 3764.908691
	Iteration 13Q: 3 clusters Score -1.349793e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -13497989.000000 Penalty: 3764.908691
	Iteration 14Q: 3 clusters Score -1.349799e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -13497996.000000 Penalty: 3764.908691
	Iteration 15Q: 3 clusters Score -1.3498e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -13498168.000000 Penalty: 3764.908691
	Iteration 16Q: 3 clusters Score -1.349817e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -13498293.000000 Penalty: 3764.908691
	Iteration 17Q: 3 clusters Score -1.349829e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -13498400.000000 Penalty: 3764.908691
	Iteration 18Q: 3 clusters Score -1.34984e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -13498498.000000 Penalty: 3764.908691
	Iteration 19Q: 3 clusters Score -1.34985e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -13498616.000000 Penalty: 3764.908691
	Iteration 20F: 3 clusters Score -1.349862e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -13498635.000000 Penalty: 3764.908691
	Iteration 21Q: 3 clusters Score -1.349864e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -13498732.000000 Penalty: 3764.908691
	Iteration 22Q: 3 clusters Score -1.349873e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -13498782.000000 Penalty: 3764.908691
	Iteration 23Q: 3 clusters Score -1.349878e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -13498880.000000 Penalty: 3764.908691
	Iteration 24Q: 3 clusters Score -1.349888e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -13498923.000000 Penalty: 3764.908691
	Iteration 25Q: 3 clusters Score -1.349892e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -13499075.000000 Penalty: 3764.908691
	Iteration 26Q: 3 clusters Score -1.349908e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -13499231.000000 Penalty: 3764.908691
	Iteration 27Q: 3 clusters Score -1.349923e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -13499383.000000 Penalty: 3764.908691
	Iteration 28Q: 3 clusters Score -1.349938e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -13499489.000000 Penalty: 3764.908691
	Iteration 29Q: 3 clusters Score -1.349949e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -13499664.000000 Penalty: 3764.908691
	Iteration 30Q: 3 clusters Score -1.349966e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -13499758.000000 Penalty: 3764.908691
	Iteration 31Q: 3 clusters Score -1.349976e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -13499900.000000 Penalty: 3764.908691
	Iteration 32Q: 3 clusters Score -1.34999e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -13500021.000000 Penalty: 3764.908691
	Iteration 33Q: 3 clusters Score -1.350002e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -13500131.000000 Penalty: 3764.908691
	Iteration 34Q: 3 clusters Score -1.350013e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -13500271.000000 Penalty: 3764.908691
	Iteration 35Q: 3 clusters Score -1.350027e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -13500404.000000 Penalty: 3764.908691
	Iteration 36Q: 3 clusters Score -1.35004e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -13500577.000000 Penalty: 3764.908691
	Iteration 37Q: 3 clusters Score -1.350058e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -13500757.000000 Penalty: 3764.908691
	Iteration 38Q: 3 clusters Score -1.350076e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -13501014.000000 Penalty: 3764.908691
	Iteration 39Q: 3 clusters Score -1.350101e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -13501143.000000 Penalty: 3764.908691
	Iteration 40F: 3 clusters Score -1.350114e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -13501332.000000 Penalty: 3764.908691
	Iteration 41Q: 3 clusters Score -1.350133e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -13501571.000000 Penalty: 3764.908691
	Iteration 42Q: 3 clusters Score -1.350157e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -13501832.000000 Penalty: 3764.908691
	Iteration 43Q: 3 clusters Score -1.350183e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -13501976.000000 Penalty: 3764.908691
	Iteration 44Q: 3 clusters Score -1.350198e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -13502155.000000 Penalty: 3764.908691
	Iteration 45Q: 3 clusters Score -1.350216e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -13502319.000000 Penalty: 3764.908691
	Iteration 46Q: 3 clusters Score -1.350232e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -13502500.000000 Penalty: 3764.908691
	Iteration 47Q: 3 clusters Score -1.35025e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -13502639.000000 Penalty: 3764.908691
	Iteration 48Q: 3 clusters Score -1.350264e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -13502734.000000 Penalty: 3764.908691
	Iteration 49Q: 3 clusters Score -1.350273e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -13502837.000000 Penalty: 3764.908691
	Iteration 50Q: 3 clusters Score -1.350284e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -13502968.000000 Penalty: 3764.908691
	Iteration 51Q: 3 clusters Score -1.350297e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -13503118.000000 Penalty: 3764.908691
	Iteration 52Q: 3 clusters Score -1.350312e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -13503252.000000 Penalty: 3764.908691
	Iteration 53Q: 3 clusters Score -1.350325e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -13503488.000000 Penalty: 3764.908691
	Iteration 54Q: 3 clusters Score -1.350349e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -13503662.000000 Penalty: 3764.908691
	Iteration 55Q: 3 clusters Score -1.350366e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -13503854.000000 Penalty: 3764.908691
	Iteration 56Q: 3 clusters Score -1.350385e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -13504034.000000 Penalty: 3764.908691
	Iteration 57Q: 3 clusters Score -1.350403e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -13504217.000000 Penalty: 3764.908691
	Iteration 58Q: 3 clusters Score -1.350422e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -13504431.000000 Penalty: 3764.908691
	Iteration 59Q: 3 clusters Score -1.350443e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -13504654.000000 Penalty: 3764.908691
	Iteration 60F: 3 clusters Score -1.350465e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -13504845.000000 Penalty: 3764.908691
	Iteration 61Q: 3 clusters Score -1.350484e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -13505007.000000 Penalty: 3764.908691
	Iteration 62Q: 3 clusters Score -1.350501e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -13505193.000000 Penalty: 3764.908691
	Iteration 63Q: 3 clusters Score -1.350519e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -13505364.000000 Penalty: 3764.908691
	Iteration 64Q: 3 clusters Score -1.350536e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -13505574.000000 Penalty: 3764.908691
	Iteration 65Q: 3 clusters Score -1.350557e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -13505790.000000 Penalty: 3764.908691
	Iteration 66Q: 3 clusters Score -1.350579e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -13506066.000000 Penalty: 3764.908691
	Iteration 67Q: 3 clusters Score -1.350607e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -13506233.000000 Penalty: 3764.908691
	Iteration 68Q: 3 clusters Score -1.350623e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -13506471.000000 Penalty: 3764.908691
	Iteration 69Q: 3 clusters Score -1.350647e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -13506600.000000 Penalty: 3764.908691
	Iteration 70Q: 3 clusters Score -1.35066e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -13506761.000000 Penalty: 3764.908691
	Iteration 71Q: 3 clusters Score -1.350676e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -13506914.000000 Penalty: 3764.908691
	Iteration 72Q: 3 clusters Score -1.350691e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -13507046.000000 Penalty: 3764.908691
	Iteration 73Q: 3 clusters Score -1.350705e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -13507163.000000 Penalty: 3764.908691
	Iteration 74Q: 3 clusters Score -1.350716e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -13507320.000000 Penalty: 3764.908691
	Iteration 75Q: 3 clusters Score -1.350732e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -13507477.000000 Penalty: 3764.908691
	Iteration 76Q: 3 clusters Score -1.350748e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -13507625.000000 Penalty: 3764.908691
	Iteration 77Q: 3 clusters Score -1.350762e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -13507746.000000 Penalty: 3764.908691
	Iteration 78Q: 3 clusters Score -1.350775e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -13507870.000000 Penalty: 3764.908691
	Iteration 79Q: 3 clusters Score -1.350787e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -13507958.000000 Penalty: 3764.908691
	Iteration 80F: 3 clusters Score -1.350796e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -13508039.000000 Penalty: 3764.908691
	Iteration 81Q: 3 clusters Score -1.350804e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -13508138.000000 Penalty: 3764.908691
	Iteration 82Q: 3 clusters Score -1.350814e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -13508225.000000 Penalty: 3764.908691
	Iteration 83Q: 3 clusters Score -1.350822e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -13508296.000000 Penalty: 3764.908691
	Iteration 84Q: 3 clusters Score -1.35083e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -13508388.000000 Penalty: 3764.908691
	Iteration 85Q: 3 clusters Score -1.350839e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -13508449.000000 Penalty: 3764.908691
	Iteration 86Q: 3 clusters Score -1.350845e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13508525.000000 Penalty: 3764.908691
	Iteration 87Q: 3 clusters Score -1.350852e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -13508590.000000 Penalty: 3764.908691
	Iteration 88Q: 3 clusters Score -1.350859e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -13508651.000000 Penalty: 3764.908691
	Iteration 89Q: 3 clusters Score -1.350865e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104863 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -13508664.000000 Penalty: 3764.908691
	Iteration 90Q: 3 clusters Score -1.350866e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -13508688.000000 Penalty: 3764.908691
	Iteration 91Q: 3 clusters Score -1.350869e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -13508703.000000 Penalty: 3764.908691
	Iteration 92Q: 3 clusters Score -1.35087e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -13508765.000000 Penalty: 3764.908691
	Iteration 93Q: 3 clusters Score -1.350876e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -13508777.000000 Penalty: 3764.908691
	Iteration 94Q: 3 clusters Score -1.350878e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -13508801.000000 Penalty: 3764.908691
	Iteration 95Q: 3 clusters Score -1.35088e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13508828.000000 Penalty: 3764.908691
	Iteration 96Q: 3 clusters Score -1.350883e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13508854.000000 Penalty: 3764.908691
	Iteration 97Q: 3 clusters Score -1.350885e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13508871.000000 Penalty: 3764.908691
	Iteration 98Q: 3 clusters Score -1.350887e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13508889.000000 Penalty: 3764.908691
	Iteration 99Q: 3 clusters Score -1.350889e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13508920.000000 Penalty: 3764.908691
	Iteration 100F: 3 clusters Score -1.350892e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13508924.000000 Penalty: 3764.908691
	Iteration 101Q: 3 clusters Score -1.350892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13508923.000000 Penalty: 3764.908691
	Iteration 102Q: 3 clusters Score -1.350892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105507 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13508951.000000 Penalty: 3764.908691
	Iteration 103Q: 3 clusters Score -1.350895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -13508961.000000 Penalty: 3764.908691
	Iteration 104Q: 3 clusters Score -1.350896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13508977.000000 Penalty: 3764.908691
	Iteration 105Q: 3 clusters Score -1.350898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -13508978.000000 Penalty: 3764.908691
	Iteration 106Q: 3 clusters Score -1.350898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -13508966.000000 Penalty: 3764.908691
	Iteration 107Q: 3 clusters Score -1.350897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13508979.000000 Penalty: 3764.908691
	Iteration 108Q: 3 clusters Score -1.350898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13508990.000000 Penalty: 3764.908691
	Iteration 109Q: 3 clusters Score -1.350899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13508986.000000 Penalty: 3764.908691
	Iteration 110Q: 3 clusters Score -1.350899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105598 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -13508975.000000 Penalty: 3764.908691
	Iteration 111Q: 3 clusters Score -1.350898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13508978.000000 Penalty: 3764.908691
	Iteration 112Q: 3 clusters Score -1.350898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -13508992.000000 Penalty: 3764.908691
	Iteration 113Q: 3 clusters Score -1.350899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13508997.000000 Penalty: 3764.908691
	Iteration 114Q: 3 clusters Score -1.3509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13509002.000000 Penalty: 3764.908691
	Iteration 115Q: 3 clusters Score -1.3509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105637 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13509001.000000 Penalty: 3764.908691
	Iteration 116Q: 3 clusters Score -1.3509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -13508988.000000 Penalty: 3764.908691
	Iteration 117Q: 3 clusters Score -1.350899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -13509002.000000 Penalty: 3764.908691
	Iteration 118Q: 3 clusters Score -1.3509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -13509015.000000 Penalty: 3764.908691
	Iteration 119Q: 3 clusters Score -1.350902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13509019.000000 Penalty: 3764.908691
	Iteration 120F: 3 clusters Score -1.350902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105691 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -13509022.000000 Penalty: 3764.908691
	Iteration 121Q: 3 clusters Score -1.350902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13509023.000000 Penalty: 3764.908691
	Iteration 122Q: 3 clusters Score -1.350902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13509014.000000 Penalty: 3764.908691
	Iteration 123Q: 3 clusters Score -1.350901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13509019.000000 Penalty: 3764.908691
	Iteration 124Q: 3 clusters Score -1.350902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -13509019.000000 Penalty: 3764.908691
	Iteration 125Q: 3 clusters Score -1.350902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -13509016.000000 Penalty: 3764.908691
	Iteration 126Q: 3 clusters Score -1.350902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13509020.000000 Penalty: 3764.908691
	Iteration 127Q: 3 clusters Score -1.350902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105717 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -13509036.000000 Penalty: 3764.908691
	Iteration 128Q: 3 clusters Score -1.350904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13509037.000000 Penalty: 3764.908691
	Iteration 129Q: 3 clusters Score -1.350904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13509044.000000 Penalty: 3764.908691
	Iteration 130Q: 3 clusters Score -1.350904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -13509042.000000 Penalty: 3764.908691
	Iteration 131Q: 3 clusters Score -1.350904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13509037.000000 Penalty: 3764.908691
	Iteration 132Q: 3 clusters Score -1.350904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13509034.000000 Penalty: 3764.908691
	Iteration 133Q: 3 clusters Score -1.350903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13509034.000000 Penalty: 3764.908691
	Iteration 134F: 3 clusters Score -1.350903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Entering Unmasked Estep 
Score: -5704290.000000 Penalty: 1741.457153
	Iteration 0F: 2 clusters Score -5704290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -5674245.500000 Penalty: 3482.914307
	Iteration 0F: 3 clusters Score -5674246 nChanged 21143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5686227.500000 Penalty: 3482.914307
	Iteration 1F: 3 clusters Score -5686228 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5686989.500000 Penalty: 3482.914307
	Iteration 2Q: 3 clusters Score -5686990 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5688077.500000 Penalty: 3482.914307
	Iteration 3F: 3 clusters Score -5688078 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -5689662.500000 Penalty: 3482.914307
	Iteration 4F: 3 clusters Score -5689662 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5691830.000000 Penalty: 3482.914307
	Iteration 5F: 3 clusters Score -5691830 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -5694348.000000 Penalty: 3482.914307
	Iteration 6F: 3 clusters Score -5694348 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -5696755.000000 Penalty: 3482.914307
	Iteration 7F: 3 clusters Score -5696755 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5698335.000000 Penalty: 3482.914307
	Iteration 8F: 3 clusters Score -5698335 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -5699140.000000 Penalty: 3482.914307
	Iteration 9Q: 3 clusters Score -5699140 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5699625.000000 Penalty: 3482.914307
	Iteration 10Q: 3 clusters Score -5699625 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5699946.000000 Penalty: 3482.914307
	Iteration 11Q: 3 clusters Score -5699946 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -5700249.500000 Penalty: 3482.914307
	Iteration 12Q: 3 clusters Score -5700250 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5700520.000000 Penalty: 3482.914307
	Iteration 13Q: 3 clusters Score -5700520 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5700785.000000 Penalty: 3482.914307
	Iteration 14Q: 3 clusters Score -5700785 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5700990.000000 Penalty: 3482.914307
	Iteration 15Q: 3 clusters Score -5700990 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -5701209.000000 Penalty: 3482.914307
	Iteration 16Q: 3 clusters Score -5701209 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5701408.000000 Penalty: 3482.914307
	Iteration 17Q: 3 clusters Score -5701408 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5701644.000000 Penalty: 3482.914307
	Iteration 18Q: 3 clusters Score -5701644 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -5701787.000000 Penalty: 3482.914307
	Iteration 19Q: 3 clusters Score -5701787 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -5701906.500000 Penalty: 3482.914307
	Iteration 20F: 3 clusters Score -5701906 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5702020.000000 Penalty: 3482.914307
	Iteration 21Q: 3 clusters Score -5702020 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5702098.500000 Penalty: 3482.914307
	Iteration 22Q: 3 clusters Score -5702098 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5702155.500000 Penalty: 3482.914307
	Iteration 23Q: 3 clusters Score -5702156 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5702230.500000 Penalty: 3482.914307
	Iteration 24Q: 3 clusters Score -5702230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -5702281.000000 Penalty: 3482.914307
	Iteration 25Q: 3 clusters Score -5702281 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5702325.500000 Penalty: 3482.914307
	Iteration 26Q: 3 clusters Score -5702326 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5702373.500000 Penalty: 3482.914307
	Iteration 27Q: 3 clusters Score -5702374 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5702416.000000 Penalty: 3482.914307
	Iteration 28Q: 3 clusters Score -5702416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5702468.500000 Penalty: 3482.914307
	Iteration 29Q: 3 clusters Score -5702468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -5702521.000000 Penalty: 3482.914307
	Iteration 30Q: 3 clusters Score -5702521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5702554.000000 Penalty: 3482.914307
	Iteration 31Q: 3 clusters Score -5702554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -5702578.500000 Penalty: 3482.914307
	Iteration 32Q: 3 clusters Score -5702578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5702595.000000 Penalty: 3482.914307
	Iteration 33Q: 3 clusters Score -5702595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -5702625.500000 Penalty: 3482.914307
	Iteration 34Q: 3 clusters Score -5702626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5702661.000000 Penalty: 3482.914307
	Iteration 35Q: 3 clusters Score -5702661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5702684.500000 Penalty: 3482.914307
	Iteration 36Q: 3 clusters Score -5702684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5702690.000000 Penalty: 3482.914307
	Iteration 37Q: 3 clusters Score -5702690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -5702715.500000 Penalty: 3482.914307
	Iteration 38Q: 3 clusters Score -5702716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -5702731.500000 Penalty: 3482.914307
	Iteration 39Q: 3 clusters Score -5702732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5702739.000000 Penalty: 3482.914307
	Iteration 40F: 3 clusters Score -5702739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5702743.500000 Penalty: 3482.914307
	Iteration 41Q: 3 clusters Score -5702744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -5702764.500000 Penalty: 3482.914307
	Iteration 42Q: 3 clusters Score -5702764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -5702771.500000 Penalty: 3482.914307
	Iteration 43Q: 3 clusters Score -5702772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5702791.500000 Penalty: 3482.914307
	Iteration 44Q: 3 clusters Score -5702792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5702796.000000 Penalty: 3482.914307
	Iteration 45Q: 3 clusters Score -5702796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5702795.500000 Penalty: 3482.914307
	Iteration 46Q: 3 clusters Score -5702796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -5702807.500000 Penalty: 3482.914307
	Iteration 47Q: 3 clusters Score -5702808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -5702808.500000 Penalty: 3482.914307
	Iteration 48Q: 3 clusters Score -5702808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5702816.500000 Penalty: 3482.914307
	Iteration 49Q: 3 clusters Score -5702816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -5702828.000000 Penalty: 3482.914307
	Iteration 50Q: 3 clusters Score -5702828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5702835.000000 Penalty: 3482.914307
	Iteration 51Q: 3 clusters Score -5702835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -5702840.500000 Penalty: 3482.914307
	Iteration 52Q: 3 clusters Score -5702840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -5702851.000000 Penalty: 3482.914307
	Iteration 53Q: 3 clusters Score -5702851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5702869.000000 Penalty: 3482.914307
	Iteration 54Q: 3 clusters Score -5702869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -5702874.500000 Penalty: 3482.914307
	Iteration 55Q: 3 clusters Score -5702874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5702884.000000 Penalty: 3482.914307
	Iteration 56Q: 3 clusters Score -5702884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5702895.000000 Penalty: 3482.914307
	Iteration 57Q: 3 clusters Score -5702895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5702901.000000 Penalty: 3482.914307
	Iteration 58Q: 3 clusters Score -5702901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5702899.500000 Penalty: 3482.914307
	Iteration 59Q: 3 clusters Score -5702900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5702905.000000 Penalty: 3482.914307
	Iteration 60F: 3 clusters Score -5702905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -5702911.000000 Penalty: 3482.914307
	Iteration 61Q: 3 clusters Score -5702911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -5702910.500000 Penalty: 3482.914307
	Iteration 62Q: 3 clusters Score -5702910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -5702913.500000 Penalty: 3482.914307
	Iteration 63Q: 3 clusters Score -5702914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -5702910.500000 Penalty: 3482.914307
	Iteration 64Q: 3 clusters Score -5702910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -5702916.500000 Penalty: 3482.914307
	Iteration 65Q: 3 clusters Score -5702916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5702936.000000 Penalty: 3482.914307
	Iteration 66Q: 3 clusters Score -5702936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5702943.500000 Penalty: 3482.914307
	Iteration 67Q: 3 clusters Score -5702944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -5702947.500000 Penalty: 3482.914307
	Iteration 68Q: 3 clusters Score -5702948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5702949.500000 Penalty: 3482.914307
	Iteration 69Q: 3 clusters Score -5702950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5702960.500000 Penalty: 3482.914307
	Iteration 70Q: 3 clusters Score -5702960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5702971.500000 Penalty: 3482.914307
	Iteration 71Q: 3 clusters Score -5702972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -5702965.500000 Penalty: 3482.914307
	Iteration 72Q: 3 clusters Score -5702966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5702981.500000 Penalty: 3482.914307
	Iteration 73Q: 3 clusters Score -5702982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5702982.000000 Penalty: 3482.914307
	Iteration 74Q: 3 clusters Score -5702982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5702984.500000 Penalty: 3482.914307
	Iteration 75Q: 3 clusters Score -5702984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -5702977.500000 Penalty: 3482.914307
	Iteration 76Q: 3 clusters Score -5702978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -5702978.500000 Penalty: 3482.914307
	Iteration 77Q: 3 clusters Score -5702978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5702978.500000 Penalty: 3482.914307
	Iteration 78Q: 3 clusters Score -5702978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5702983.500000 Penalty: 3482.914307
	Iteration 79Q: 3 clusters Score -5702984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5702982.000000 Penalty: 3482.914307
	Iteration 80F: 3 clusters Score -5702982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5702979.500000 Penalty: 3482.914307
	Iteration 81Q: 3 clusters Score -5702980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5702981.000000 Penalty: 3482.914307
	Iteration 82Q: 3 clusters Score -5702981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5702979.500000 Penalty: 3482.914307
	Iteration 83Q: 3 clusters Score -5702980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -5702984.500000 Penalty: 3482.914307
	Iteration 84Q: 3 clusters Score -5702984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -5702991.500000 Penalty: 3482.914307
	Iteration 85Q: 3 clusters Score -5702992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5702993.000000 Penalty: 3482.914307
	Iteration 86Q: 3 clusters Score -5702993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5702986.500000 Penalty: 3482.914307
	Iteration 87Q: 3 clusters Score -5702986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -5702986.500000 Penalty: 3482.914307
	Iteration 88Q: 3 clusters Score -5702986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -5702986.500000 Penalty: 3482.914307
	Iteration 89F: 3 clusters Score -5702986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Entering Unmasked Estep 
Score: -509364.218750 Penalty: 1356.829712
	Iteration 0F: 2 clusters Score -509364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -505843.000000 Penalty: 2713.659424
	Iteration 0F: 3 clusters Score -505843 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -506879.718750 Penalty: 2713.659424
	Iteration 1F: 3 clusters Score -506879.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -507172.281250 Penalty: 2713.659424
	Iteration 2F: 3 clusters Score -507172.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -507430.937500 Penalty: 2713.659424
	Iteration 3F: 3 clusters Score -507430.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -507680.750000 Penalty: 2713.659424
	Iteration 4F: 3 clusters Score -507680.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -507965.875000 Penalty: 2713.659424
	Iteration 5F: 3 clusters Score -507965.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -508319.187500 Penalty: 2713.659424
	Iteration 6F: 3 clusters Score -508319.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -508715.093750 Penalty: 2713.659424
	Iteration 7F: 3 clusters Score -508715.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -509053.406250 Penalty: 2713.659424
	Iteration 8Q: 3 clusters Score -509053.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -509287.000000 Penalty: 2713.659424
	Iteration 9Q: 3 clusters Score -509287 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -509404.218750 Penalty: 2713.659424
	Iteration 10Q: 3 clusters Score -509404.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -509446.437500 Penalty: 2713.659424
	Iteration 11Q: 3 clusters Score -509446.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -509462.593750 Penalty: 2713.659424
	Iteration 12Q: 3 clusters Score -509462.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -509468.937500 Penalty: 2713.659424
	Iteration 13Q: 3 clusters Score -509468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -509471.562500 Penalty: 2713.659424
	Iteration 14Q: 3 clusters Score -509471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -509475.062500 Penalty: 2713.659424
	Iteration 15Q: 3 clusters Score -509475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -509478.968750 Penalty: 2713.659424
	Iteration 16Q: 3 clusters Score -509479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -509481.500000 Penalty: 2713.659424
	Iteration 17Q: 3 clusters Score -509481.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -509482.687500 Penalty: 2713.659424
	Iteration 18Q: 3 clusters Score -509482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -509483.875000 Penalty: 2713.659424
	Iteration 19Q: 3 clusters Score -509483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -509483.750000 Penalty: 2713.659424
	Iteration 20F: 3 clusters Score -509483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -509483.937500 Penalty: 2713.659424
	Iteration 21Q: 3 clusters Score -509483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -509483.937500 Penalty: 2713.659424
	Iteration 22F: 3 clusters Score -509483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 2492 members 
Entering Unmasked Estep 
Score: -141732144.000000 Penalty: 83940.617188
Splitting cluster 22 changes total score from -141732960.000000 to -141732144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (112118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Entering Unmasked Estep 
Score: -14152108.000000 Penalty: 1889.437378
	Iteration 0F: 2 clusters Score -1.415211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -14079449.000000 Penalty: 3778.874756
	Iteration 0F: 3 clusters Score -1.407945e+07 nChanged 53721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -14110693.000000 Penalty: 3778.874756
	Iteration 1F: 3 clusters Score -1.411069e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -14111591.000000 Penalty: 3778.874756
	Iteration 2Q: 3 clusters Score -1.411159e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -14112644.000000 Penalty: 3778.874756
	Iteration 3Q: 3 clusters Score -1.411264e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -14114002.000000 Penalty: 3778.874756
	Iteration 4Q: 3 clusters Score -1.4114e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -14115701.000000 Penalty: 3778.874756
	Iteration 5Q: 3 clusters Score -1.41157e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -14118426.000000 Penalty: 3778.874756
	Iteration 6Q: 3 clusters Score -1.411843e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -14122837.000000 Penalty: 3778.874756
	Iteration 7F: 3 clusters Score -1.412284e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -14128213.000000 Penalty: 3778.874756
	Iteration 8F: 3 clusters Score -1.412821e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -14133466.000000 Penalty: 3778.874756
	Iteration 9F: 3 clusters Score -1.413347e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -14136300.000000 Penalty: 3778.874756
	Iteration 10F: 3 clusters Score -1.41363e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -14137375.000000 Penalty: 3778.874756
	Iteration 11Q: 3 clusters Score -1.413738e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -14137833.000000 Penalty: 3778.874756
	Iteration 12Q: 3 clusters Score -1.413783e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -14138307.000000 Penalty: 3778.874756
	Iteration 13Q: 3 clusters Score -1.413831e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -14138556.000000 Penalty: 3778.874756
	Iteration 14Q: 3 clusters Score -1.413856e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -14138879.000000 Penalty: 3778.874756
	Iteration 15Q: 3 clusters Score -1.413888e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -14139144.000000 Penalty: 3778.874756
	Iteration 16Q: 3 clusters Score -1.413914e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -14139438.000000 Penalty: 3778.874756
	Iteration 17Q: 3 clusters Score -1.413944e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -14139663.000000 Penalty: 3778.874756
	Iteration 18Q: 3 clusters Score -1.413966e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -14139927.000000 Penalty: 3778.874756
	Iteration 19Q: 3 clusters Score -1.413993e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -14140200.000000 Penalty: 3778.874756
	Iteration 20F: 3 clusters Score -1.41402e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -14140596.000000 Penalty: 3778.874756
	Iteration 21Q: 3 clusters Score -1.41406e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -14140808.000000 Penalty: 3778.874756
	Iteration 22Q: 3 clusters Score -1.414081e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -14141069.000000 Penalty: 3778.874756
	Iteration 23Q: 3 clusters Score -1.414107e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -14141321.000000 Penalty: 3778.874756
	Iteration 24Q: 3 clusters Score -1.414132e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -14141602.000000 Penalty: 3778.874756
	Iteration 25Q: 3 clusters Score -1.41416e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -14141860.000000 Penalty: 3778.874756
	Iteration 26Q: 3 clusters Score -1.414186e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -14142016.000000 Penalty: 3778.874756
	Iteration 27Q: 3 clusters Score -1.414202e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -14142179.000000 Penalty: 3778.874756
	Iteration 28Q: 3 clusters Score -1.414218e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -14142291.000000 Penalty: 3778.874756
	Iteration 29Q: 3 clusters Score -1.414229e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -14142373.000000 Penalty: 3778.874756
	Iteration 30Q: 3 clusters Score -1.414237e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -14142482.000000 Penalty: 3778.874756
	Iteration 31Q: 3 clusters Score -1.414248e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -14142594.000000 Penalty: 3778.874756
	Iteration 32Q: 3 clusters Score -1.414259e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -14142627.000000 Penalty: 3778.874756
	Iteration 33Q: 3 clusters Score -1.414263e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -14142781.000000 Penalty: 3778.874756
	Iteration 34Q: 3 clusters Score -1.414278e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -14142764.000000 Penalty: 3778.874756
	Iteration 35Q: 3 clusters Score -1.414276e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -14142828.000000 Penalty: 3778.874756
	Iteration 36Q: 3 clusters Score -1.414283e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -14142895.000000 Penalty: 3778.874756
	Iteration 37Q: 3 clusters Score -1.41429e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -14142925.000000 Penalty: 3778.874756
	Iteration 38Q: 3 clusters Score -1.414292e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -14142969.000000 Penalty: 3778.874756
	Iteration 39Q: 3 clusters Score -1.414297e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -14142925.000000 Penalty: 3778.874756
	Iteration 40F: 3 clusters Score -1.414292e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -14142946.000000 Penalty: 3778.874756
	Iteration 41Q: 3 clusters Score -1.414295e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -14142899.000000 Penalty: 3778.874756
	Iteration 42Q: 3 clusters Score -1.41429e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -14142892.000000 Penalty: 3778.874756
	Iteration 43Q: 3 clusters Score -1.414289e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -14142897.000000 Penalty: 3778.874756
	Iteration 44Q: 3 clusters Score -1.41429e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -14142874.000000 Penalty: 3778.874756
	Iteration 45Q: 3 clusters Score -1.414287e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -14142894.000000 Penalty: 3778.874756
	Iteration 46Q: 3 clusters Score -1.414289e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -14142895.000000 Penalty: 3778.874756
	Iteration 47Q: 3 clusters Score -1.41429e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -14142911.000000 Penalty: 3778.874756
	Iteration 48Q: 3 clusters Score -1.414291e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -14142913.000000 Penalty: 3778.874756
	Iteration 49Q: 3 clusters Score -1.414291e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -14142913.000000 Penalty: 3778.874756
	Iteration 50Q: 3 clusters Score -1.414291e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -14142926.000000 Penalty: 3778.874756
	Iteration 51Q: 3 clusters Score -1.414293e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -14142937.000000 Penalty: 3778.874756
	Iteration 52Q: 3 clusters Score -1.414294e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -14142922.000000 Penalty: 3778.874756
	Iteration 53Q: 3 clusters Score -1.414292e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -14142932.000000 Penalty: 3778.874756
	Iteration 54Q: 3 clusters Score -1.414293e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -14142959.000000 Penalty: 3778.874756
	Iteration 55Q: 3 clusters Score -1.414296e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -14142970.000000 Penalty: 3778.874756
	Iteration 56Q: 3 clusters Score -1.414297e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -14142990.000000 Penalty: 3778.874756
	Iteration 57Q: 3 clusters Score -1.414299e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -14142997.000000 Penalty: 3778.874756
	Iteration 58Q: 3 clusters Score -1.4143e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -14143018.000000 Penalty: 3778.874756
	Iteration 59Q: 3 clusters Score -1.414302e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -14143026.000000 Penalty: 3778.874756
	Iteration 60F: 3 clusters Score -1.414303e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -14143015.000000 Penalty: 3778.874756
	Iteration 61Q: 3 clusters Score -1.414302e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -14143036.000000 Penalty: 3778.874756
	Iteration 62Q: 3 clusters Score -1.414304e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -14143025.000000 Penalty: 3778.874756
	Iteration 63Q: 3 clusters Score -1.414302e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -14143002.000000 Penalty: 3778.874756
	Iteration 64Q: 3 clusters Score -1.4143e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -14143024.000000 Penalty: 3778.874756
	Iteration 65Q: 3 clusters Score -1.414302e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -14143035.000000 Penalty: 3778.874756
	Iteration 66Q: 3 clusters Score -1.414304e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -14143021.000000 Penalty: 3778.874756
	Iteration 67Q: 3 clusters Score -1.414302e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -14143009.000000 Penalty: 3778.874756
	Iteration 68Q: 3 clusters Score -1.414301e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -14143022.000000 Penalty: 3778.874756
	Iteration 69Q: 3 clusters Score -1.414302e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -14143015.000000 Penalty: 3778.874756
	Iteration 70Q: 3 clusters Score -1.414302e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -14143023.000000 Penalty: 3778.874756
	Iteration 71Q: 3 clusters Score -1.414302e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -14142996.000000 Penalty: 3778.874756
	Iteration 72Q: 3 clusters Score -1.4143e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -14143006.000000 Penalty: 3778.874756
	Iteration 73Q: 3 clusters Score -1.414301e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -14143001.000000 Penalty: 3778.874756
	Iteration 74Q: 3 clusters Score -1.4143e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -14143004.000000 Penalty: 3778.874756
	Iteration 75Q: 3 clusters Score -1.4143e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -14143006.000000 Penalty: 3778.874756
	Iteration 76Q: 3 clusters Score -1.414301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -14143010.000000 Penalty: 3778.874756
	Iteration 77Q: 3 clusters Score -1.414301e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -14143023.000000 Penalty: 3778.874756
	Iteration 78Q: 3 clusters Score -1.414302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -14143015.000000 Penalty: 3778.874756
	Iteration 79Q: 3 clusters Score -1.414302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -14143025.000000 Penalty: 3778.874756
	Iteration 80F: 3 clusters Score -1.414302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -14143019.000000 Penalty: 3778.874756
	Iteration 81Q: 3 clusters Score -1.414302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -14143012.000000 Penalty: 3778.874756
	Iteration 82Q: 3 clusters Score -1.414301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -14143015.000000 Penalty: 3778.874756
	Iteration 83Q: 3 clusters Score -1.414302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -14143024.000000 Penalty: 3778.874756
	Iteration 84Q: 3 clusters Score -1.414302e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -14143019.000000 Penalty: 3778.874756
	Iteration 85Q: 3 clusters Score -1.414302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -14142995.000000 Penalty: 3778.874756
	Iteration 86Q: 3 clusters Score -1.4143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -14142988.000000 Penalty: 3778.874756
	Iteration 87Q: 3 clusters Score -1.414299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -14142990.000000 Penalty: 3778.874756
	Iteration 88Q: 3 clusters Score -1.414299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -14142981.000000 Penalty: 3778.874756
	Iteration 89Q: 3 clusters Score -1.414298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -14142986.000000 Penalty: 3778.874756
	Iteration 90Q: 3 clusters Score -1.414299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -14142987.000000 Penalty: 3778.874756
	Iteration 91Q: 3 clusters Score -1.414299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -14142968.000000 Penalty: 3778.874756
	Iteration 92Q: 3 clusters Score -1.414297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -14142956.000000 Penalty: 3778.874756
	Iteration 93Q: 3 clusters Score -1.414296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -14142955.000000 Penalty: 3778.874756
	Iteration 94Q: 3 clusters Score -1.414296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -14142962.000000 Penalty: 3778.874756
	Iteration 95Q: 3 clusters Score -1.414296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -14142956.000000 Penalty: 3778.874756
	Iteration 96Q: 3 clusters Score -1.414296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -14142942.000000 Penalty: 3778.874756
	Iteration 97Q: 3 clusters Score -1.414294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -14142947.000000 Penalty: 3778.874756
	Iteration 98Q: 3 clusters Score -1.414295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -14142954.000000 Penalty: 3778.874756
	Iteration 99Q: 3 clusters Score -1.414295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -14142939.000000 Penalty: 3778.874756
	Iteration 100F: 3 clusters Score -1.414294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -14142944.000000 Penalty: 3778.874756
	Iteration 101Q: 3 clusters Score -1.414294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -14142950.000000 Penalty: 3778.874756
	Iteration 102Q: 3 clusters Score -1.414295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -14142951.000000 Penalty: 3778.874756
	Iteration 103Q: 3 clusters Score -1.414295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -14142952.000000 Penalty: 3778.874756
	Iteration 104Q: 3 clusters Score -1.414295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -14142951.000000 Penalty: 3778.874756
	Iteration 105Q: 3 clusters Score -1.414295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -14142957.000000 Penalty: 3778.874756
	Iteration 106Q: 3 clusters Score -1.414296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -14142957.000000 Penalty: 3778.874756
	Iteration 107Q: 3 clusters Score -1.414296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -14142957.000000 Penalty: 3778.874756
	Iteration 108F: 3 clusters Score -1.414296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -201441.890625 Penalty: 1208.162720
	Iteration 0F: 2 clusters Score -201441.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -199548.953125 Penalty: 2416.325439
	Iteration 0F: 3 clusters Score -199549 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -199921.187500 Penalty: 2416.325439
	Iteration 1F: 3 clusters Score -199921.2 nChanged 142
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: -200057.828125 Penalty: 2416.325439
	Iteration 2F: 3 clusters Score -200057.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200172.593750 Penalty: 2416.325439
	Iteration 3F: 3 clusters Score -200172.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200264.796875 Penalty: 2416.325439
	Iteration 4F: 3 clusters Score -200264.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200349.984375 Penalty: 2416.325439
	Iteration 5Q: 3 clusters Score -200350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -200406.828125 Penalty: 2416.325439
	Iteration 6Q: 3 clusters Score -200406.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -200454.656250 Penalty: 2416.325439
	Iteration 7Q: 3 clusters Score -200454.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -200483.640625 Penalty: 2416.325439
	Iteration 8Q: 3 clusters Score -200483.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -200510.718750 Penalty: 2416.325439
	Iteration 9Q: 3 clusters Score -200510.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -200536.625000 Penalty: 2416.325439
	Iteration 10Q: 3 clusters Score -200536.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -200562.562500 Penalty: 2416.325439
	Iteration 11Q: 3 clusters Score -200562.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -200580.890625 Penalty: 2416.325439
	Iteration 12Q: 3 clusters Score -200580.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200595.390625 Penalty: 2416.325439
	Iteration 13Q: 3 clusters Score -200595.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -200604.875000 Penalty: 2416.325439
	Iteration 14Q: 3 clusters Score -200604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -200610.875000 Penalty: 2416.325439
	Iteration 15Q: 3 clusters Score -200610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -200617.234375 Penalty: 2416.325439
	Iteration 16Q: 3 clusters Score -200617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -200624.156250 Penalty: 2416.325439
	Iteration 17Q: 3 clusters Score -200624.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -200636.937500 Penalty: 2416.325439
	Iteration 18Q: 3 clusters Score -200636.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -200650.468750 Penalty: 2416.325439
	Iteration 19Q: 3 clusters Score -200650.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -200667.500000 Penalty: 2416.325439
	Iteration 20F: 3 clusters Score -200667.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -200686.703125 Penalty: 2416.325439
	Iteration 21Q: 3 clusters Score -200686.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -200704.875000 Penalty: 2416.325439
	Iteration 22Q: 3 clusters Score -200704.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -200725.765625 Penalty: 2416.325439
	Iteration 23Q: 3 clusters Score -200725.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -200737.703125 Penalty: 2416.325439
	Iteration 24Q: 3 clusters Score -200737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -200747.468750 Penalty: 2416.325439
	Iteration 25Q: 3 clusters Score -200747.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -200761.171875 Penalty: 2416.325439
	Iteration 26Q: 3 clusters Score -200761.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -200780.203125 Penalty: 2416.325439
	Iteration 27Q: 3 clusters Score -200780.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -200796.578125 Penalty: 2416.325439
	Iteration 28Q: 3 clusters Score -200796.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -200805.921875 Penalty: 2416.325439
	Iteration 29Q: 3 clusters Score -200805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -200823.578125 Penalty: 2416.325439
	Iteration 30Q: 3 clusters Score -200823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -200834.921875 Penalty: 2416.325439
	Iteration 31Q: 3 clusters Score -200834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -200838.734375 Penalty: 2416.325439
	Iteration 32Q: 3 clusters Score -200838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -200841.468750 Penalty: 2416.325439
	Iteration 33Q: 3 clusters Score -200841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -200841.546875 Penalty: 2416.325439
	Iteration 34Q: 3 clusters Score -200841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -200841.750000 Penalty: 2416.325439
	Iteration 35Q: 3 clusters Score -200841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -200842.093750 Penalty: 2416.325439
	Iteration 36Q: 3 clusters Score -200842.1 nChanged 1
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: -200842.187500 Penalty: 2416.325439
	Iteration 37Q: 3 clusters Score -200842.2 nChanged 0
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: -200842.187500 Penalty: 2416.325439
	Iteration 38F: 3 clusters Score -200842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -100211.117188 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -100211.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98860.757812 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -98860.76 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99430.460938 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -99430.46 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -99669.375000 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -99669.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99799.890625 Penalty: 2239.117188
	Iteration 3F: 3 clusters Score -99799.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99865.718750 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -99865.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99901.140625 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -99901.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99921.054688 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -99921.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99955.953125 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -99955.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99994.734375 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -99994.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100026.156250 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -100026.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100056.093750 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -100056.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100084.703125 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -100084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100096.539062 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -100096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100106.554688 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -100106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100119.812500 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -100119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100128.625000 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -100128.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100153.437500 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -100153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100167.507812 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -100167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100186.843750 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -100186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100208.265625 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -100208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100234.375000 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -100234.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100262.132812 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -100262.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100269.187500 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -100269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100273.429688 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -100273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100289.125000 Penalty: 2239.117188
	Iteration 24Q: 3 clusters Score -100289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100333.437500 Penalty: 2239.117188
	Iteration 25Q: 3 clusters Score -100333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100361.859375 Penalty: 2239.117188
	Iteration 26Q: 3 clusters Score -100361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100371.601562 Penalty: 2239.117188
	Iteration 27Q: 3 clusters Score -100371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100380.210938 Penalty: 2239.117188
	Iteration 28Q: 3 clusters Score -100380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100395.906250 Penalty: 2239.117188
	Iteration 29Q: 3 clusters Score -100395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100406.507812 Penalty: 2239.117188
	Iteration 30Q: 3 clusters Score -100406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100418.843750 Penalty: 2239.117188
	Iteration 31Q: 3 clusters Score -100418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100422.632812 Penalty: 2239.117188
	Iteration 32Q: 3 clusters Score -100422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100425.953125 Penalty: 2239.117188
	Iteration 33Q: 3 clusters Score -100426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100429.992188 Penalty: 2239.117188
	Iteration 34Q: 3 clusters Score -100430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100438.171875 Penalty: 2239.117188
	Iteration 35Q: 3 clusters Score -100438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100440.437500 Penalty: 2239.117188
	Iteration 36Q: 3 clusters Score -100440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100446.171875 Penalty: 2239.117188
	Iteration 37Q: 3 clusters Score -100446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100450.734375 Penalty: 2239.117188
	Iteration 38Q: 3 clusters Score -100450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100456.218750 Penalty: 2239.117188
	Iteration 39Q: 3 clusters Score -100456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100457.945312 Penalty: 2239.117188
	Iteration 40F: 3 clusters Score -100457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100458.757812 Penalty: 2239.117188
	Iteration 41Q: 3 clusters Score -100458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100458.757812 Penalty: 2239.117188
	Iteration 42F: 3 clusters Score -100458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 346 members 
Entering Unmasked Estep 
Score: -141731824.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141732960.000000 to -141731824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -60691.671875 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -60691.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59541.632812 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -59541.63 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59915.320312 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -59915.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60246.609375 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -60246.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60459.515625 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -60459.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60570.292969 Penalty: 2110.469971
	Iteration 4F: 3 clusters Score -60570.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60613.523438 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -60613.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60651.632812 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -60651.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60682.378906 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -60682.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60720.394531 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -60720.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60746.226562 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -60746.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60776.664062 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -60776.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60787.371094 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -60787.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60793.085938 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -60793.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60811.085938 Penalty: 2110.469971
	Iteration 13Q: 3 clusters Score -60811.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60827.171875 Penalty: 2110.469971
	Iteration 14Q: 3 clusters Score -60827.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60831.636719 Penalty: 2110.469971
	Iteration 15Q: 3 clusters Score -60831.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60836.058594 Penalty: 2110.469971
	Iteration 16Q: 3 clusters Score -60836.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60837.500000 Penalty: 2110.469971
	Iteration 17Q: 3 clusters Score -60837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60837.500000 Penalty: 2110.469971
	Iteration 18F: 3 clusters Score -60837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 372 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 289 members 
Entering Unmasked Estep 
Score: -141731760.000000 Penalty: 83940.617188
Splitting cluster 26 changes total score from -141732960.000000 to -141731760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -741488.000000 Penalty: 1414.643188
	Iteration 0F: 2 clusters Score -741488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -736913.312500 Penalty: 2829.286377
	Iteration 0F: 3 clusters Score -736913.3 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -738315.062500 Penalty: 2829.286377
	Iteration 1F: 3 clusters Score -738315.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -738521.937500 Penalty: 2829.286377
	Iteration 2F: 3 clusters Score -738521.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -738685.312500 Penalty: 2829.286377
	Iteration 3F: 3 clusters Score -738685.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -738828.687500 Penalty: 2829.286377
	Iteration 4Q: 3 clusters Score -738828.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -738955.750000 Penalty: 2829.286377
	Iteration 5Q: 3 clusters Score -738955.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -739092.875000 Penalty: 2829.286377
	Iteration 6Q: 3 clusters Score -739092.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -739215.937500 Penalty: 2829.286377
	Iteration 7Q: 3 clusters Score -739215.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -739333.500000 Penalty: 2829.286377
	Iteration 8Q: 3 clusters Score -739333.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -739438.937500 Penalty: 2829.286377
	Iteration 9Q: 3 clusters Score -739438.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -739540.625000 Penalty: 2829.286377
	Iteration 10Q: 3 clusters Score -739540.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -739635.562500 Penalty: 2829.286377
	Iteration 11Q: 3 clusters Score -739635.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -739752.062500 Penalty: 2829.286377
	Iteration 12Q: 3 clusters Score -739752.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -739854.687500 Penalty: 2829.286377
	Iteration 13Q: 3 clusters Score -739854.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -739948.812500 Penalty: 2829.286377
	Iteration 14Q: 3 clusters Score -739948.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -740047.937500 Penalty: 2829.286377
	Iteration 15Q: 3 clusters Score -740047.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -740108.437500 Penalty: 2829.286377
	Iteration 16Q: 3 clusters Score -740108.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -740147.875000 Penalty: 2829.286377
	Iteration 17Q: 3 clusters Score -740147.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -740179.187500 Penalty: 2829.286377
	Iteration 18Q: 3 clusters Score -740179.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -740211.750000 Penalty: 2829.286377
	Iteration 19Q: 3 clusters Score -740211.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -740230.312500 Penalty: 2829.286377
	Iteration 20F: 3 clusters Score -740230.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -740244.125000 Penalty: 2829.286377
	Iteration 21Q: 3 clusters Score -740244.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -740253.000000 Penalty: 2829.286377
	Iteration 22Q: 3 clusters Score -740253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -740256.250000 Penalty: 2829.286377
	Iteration 23Q: 3 clusters Score -740256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -740260.312500 Penalty: 2829.286377
	Iteration 24Q: 3 clusters Score -740260.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -740267.312500 Penalty: 2829.286377
	Iteration 25Q: 3 clusters Score -740267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -740271.500000 Penalty: 2829.286377
	Iteration 26Q: 3 clusters Score -740271.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -740283.375000 Penalty: 2829.286377
	Iteration 27Q: 3 clusters Score -740283.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -740293.562500 Penalty: 2829.286377
	Iteration 28Q: 3 clusters Score -740293.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -740301.375000 Penalty: 2829.286377
	Iteration 29Q: 3 clusters Score -740301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -740303.812500 Penalty: 2829.286377
	Iteration 30Q: 3 clusters Score -740303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -740314.062500 Penalty: 2829.286377
	Iteration 31Q: 3 clusters Score -740314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -740320.437500 Penalty: 2829.286377
	Iteration 32Q: 3 clusters Score -740320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -740323.937500 Penalty: 2829.286377
	Iteration 33Q: 3 clusters Score -740323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -740325.375000 Penalty: 2829.286377
	Iteration 34Q: 3 clusters Score -740325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -740332.062500 Penalty: 2829.286377
	Iteration 35Q: 3 clusters Score -740332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -740335.875000 Penalty: 2829.286377
	Iteration 36Q: 3 clusters Score -740335.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -740339.312500 Penalty: 2829.286377
	Iteration 37Q: 3 clusters Score -740339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -740341.125000 Penalty: 2829.286377
	Iteration 38Q: 3 clusters Score -740341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -740341.562500 Penalty: 2829.286377
	Iteration 39Q: 3 clusters Score -740341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -740341.875000 Penalty: 2829.286377
	Iteration 40F: 3 clusters Score -740341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -740342.125000 Penalty: 2829.286377
	Iteration 41Q: 3 clusters Score -740342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -740342.125000 Penalty: 2829.286377
	Iteration 42F: 3 clusters Score -740342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -276689.562500 Penalty: 1247.276245
	Iteration 0F: 2 clusters Score -276689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -274486.562500 Penalty: 2494.552490
	Iteration 0F: 3 clusters Score -274486.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274969.187500 Penalty: 2494.552490
	Iteration 1F: 3 clusters Score -274969.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -275088.250000 Penalty: 2494.552490
	Iteration 2F: 3 clusters Score -275088.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -275163.343750 Penalty: 2494.552490
	Iteration 3F: 3 clusters Score -275163.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -275218.593750 Penalty: 2494.552490
	Iteration 4Q: 3 clusters Score -275218.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -275249.843750 Penalty: 2494.552490
	Iteration 5Q: 3 clusters Score -275249.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -275266.812500 Penalty: 2494.552490
	Iteration 6Q: 3 clusters Score -275266.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -275280.375000 Penalty: 2494.552490
	Iteration 7Q: 3 clusters Score -275280.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -275293.125000 Penalty: 2494.552490
	Iteration 8Q: 3 clusters Score -275293.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -275298.375000 Penalty: 2494.552490
	Iteration 9Q: 3 clusters Score -275298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -275303.625000 Penalty: 2494.552490
	Iteration 10Q: 3 clusters Score -275303.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -275311.125000 Penalty: 2494.552490
	Iteration 11Q: 3 clusters Score -275311.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -275321.625000 Penalty: 2494.552490
	Iteration 12Q: 3 clusters Score -275321.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -275330.156250 Penalty: 2494.552490
	Iteration 13Q: 3 clusters Score -275330.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -275339.781250 Penalty: 2494.552490
	Iteration 14Q: 3 clusters Score -275339.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -275349.906250 Penalty: 2494.552490
	Iteration 15Q: 3 clusters Score -275349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -275356.937500 Penalty: 2494.552490
	Iteration 16Q: 3 clusters Score -275356.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -275366.375000 Penalty: 2494.552490
	Iteration 17Q: 3 clusters Score -275366.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -275376.375000 Penalty: 2494.552490
	Iteration 18Q: 3 clusters Score -275376.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -275382.687500 Penalty: 2494.552490
	Iteration 19Q: 3 clusters Score -275382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -275389.281250 Penalty: 2494.552490
	Iteration 20F: 3 clusters Score -275389.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -275394.187500 Penalty: 2494.552490
	Iteration 21Q: 3 clusters Score -275394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -275396.843750 Penalty: 2494.552490
	Iteration 22Q: 3 clusters Score -275396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -275401.531250 Penalty: 2494.552490
	Iteration 23Q: 3 clusters Score -275401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -275404.593750 Penalty: 2494.552490
	Iteration 24Q: 3 clusters Score -275404.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -275409.656250 Penalty: 2494.552490
	Iteration 25Q: 3 clusters Score -275409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -275410.718750 Penalty: 2494.552490
	Iteration 26Q: 3 clusters Score -275410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -275412.250000 Penalty: 2494.552490
	Iteration 27Q: 3 clusters Score -275412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -275415.093750 Penalty: 2494.552490
	Iteration 28Q: 3 clusters Score -275415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -275417.500000 Penalty: 2494.552490
	Iteration 29Q: 3 clusters Score -275417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -275417.718750 Penalty: 2494.552490
	Iteration 30Q: 3 clusters Score -275417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -275419.125000 Penalty: 2494.552490
	Iteration 31Q: 3 clusters Score -275419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -275419.843750 Penalty: 2494.552490
	Iteration 32Q: 3 clusters Score -275419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -275420.218750 Penalty: 2494.552490
	Iteration 33Q: 3 clusters Score -275420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -275420.718750 Penalty: 2494.552490
	Iteration 34Q: 3 clusters Score -275420.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -275420.843750 Penalty: 2494.552490
	Iteration 35Q: 3 clusters Score -275420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -275421.187500 Penalty: 2494.552490
	Iteration 36Q: 3 clusters Score -275421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -275421.375000 Penalty: 2494.552490
	Iteration 37Q: 3 clusters Score -275421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -275422.593750 Penalty: 2494.552490
	Iteration 38Q: 3 clusters Score -275422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -275423.031250 Penalty: 2494.552490
	Iteration 39Q: 3 clusters Score -275423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -275423.468750 Penalty: 2494.552490
	Iteration 40F: 3 clusters Score -275423.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -275423.812500 Penalty: 2494.552490
	Iteration 41Q: 3 clusters Score -275423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -275424.250000 Penalty: 2494.552490
	Iteration 42Q: 3 clusters Score -275424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -275424.187500 Penalty: 2494.552490
	Iteration 43Q: 3 clusters Score -275424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -275424.187500 Penalty: 2494.552490
	Iteration 44F: 3 clusters Score -275424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -21666.720703 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -21666.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20957.843750 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -20957.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21246.695312 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -21246.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21438.984375 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -21438.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21600.781250 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -21600.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21763.650391 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -21763.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21834.541016 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -21834.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21855.068359 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -21855.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21869.617188 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -21869.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21880.287109 Penalty: 1885.688477
	Iteration 8F: 3 clusters Score -21880.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21933.716797 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -21933.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21971.765625 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -21971.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21971.765625 Penalty: 1885.688477
	Iteration 11F: 3 clusters Score -21971.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 93 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 238 members 
Entering Unmasked Estep 
Score: -141731760.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141732960.000000 to -141731760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (13960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Entering Unmasked Estep 
Score: -1721827.375000 Penalty: 1550.892090
	Iteration 0F: 2 clusters Score -1721827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1712084.250000 Penalty: 3101.784180
	Iteration 0F: 3 clusters Score -1712084 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1715452.000000 Penalty: 3101.784180
	Iteration 1F: 3 clusters Score -1715452 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1715704.375000 Penalty: 3101.784180
	Iteration 2F: 3 clusters Score -1715704 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1715902.000000 Penalty: 3101.784180
	Iteration 3Q: 3 clusters Score -1715902 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1716067.750000 Penalty: 3101.784180
	Iteration 4Q: 3 clusters Score -1716068 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1716210.250000 Penalty: 3101.784180
	Iteration 5Q: 3 clusters Score -1716210 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1716326.375000 Penalty: 3101.784180
	Iteration 6Q: 3 clusters Score -1716326 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1716445.625000 Penalty: 3101.784180
	Iteration 7Q: 3 clusters Score -1716446 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1716601.625000 Penalty: 3101.784180
	Iteration 8Q: 3 clusters Score -1716602 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1716787.000000 Penalty: 3101.784180
	Iteration 9Q: 3 clusters Score -1716787 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1716997.375000 Penalty: 3101.784180
	Iteration 10Q: 3 clusters Score -1716997 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1717261.250000 Penalty: 3101.784180
	Iteration 11Q: 3 clusters Score -1717261 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1717593.375000 Penalty: 3101.784180
	Iteration 12Q: 3 clusters Score -1717593 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1717935.500000 Penalty: 3101.784180
	Iteration 13Q: 3 clusters Score -1717936 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1718272.500000 Penalty: 3101.784180
	Iteration 14Q: 3 clusters Score -1718272 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1718530.500000 Penalty: 3101.784180
	Iteration 15Q: 3 clusters Score -1718530 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1718699.500000 Penalty: 3101.784180
	Iteration 16Q: 3 clusters Score -1718700 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1718795.750000 Penalty: 3101.784180
	Iteration 17Q: 3 clusters Score -1718796 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1718873.875000 Penalty: 3101.784180
	Iteration 18Q: 3 clusters Score -1718874 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1718934.500000 Penalty: 3101.784180
	Iteration 19Q: 3 clusters Score -1718934 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1718983.625000 Penalty: 3101.784180
	Iteration 20F: 3 clusters Score -1718984 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1719023.125000 Penalty: 3101.784180
	Iteration 21Q: 3 clusters Score -1719023 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1719063.500000 Penalty: 3101.784180
	Iteration 22Q: 3 clusters Score -1719064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1719082.000000 Penalty: 3101.784180
	Iteration 23Q: 3 clusters Score -1719082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1719105.625000 Penalty: 3101.784180
	Iteration 24Q: 3 clusters Score -1719106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1719126.500000 Penalty: 3101.784180
	Iteration 25Q: 3 clusters Score -1719126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1719152.375000 Penalty: 3101.784180
	Iteration 26Q: 3 clusters Score -1719152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1719179.625000 Penalty: 3101.784180
	Iteration 27Q: 3 clusters Score -1719180 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1719212.375000 Penalty: 3101.784180
	Iteration 28Q: 3 clusters Score -1719212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1719245.500000 Penalty: 3101.784180
	Iteration 29Q: 3 clusters Score -1719246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1719274.250000 Penalty: 3101.784180
	Iteration 30Q: 3 clusters Score -1719274 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1719308.000000 Penalty: 3101.784180
	Iteration 31Q: 3 clusters Score -1719308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1719329.125000 Penalty: 3101.784180
	Iteration 32Q: 3 clusters Score -1719329 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1719356.875000 Penalty: 3101.784180
	Iteration 33Q: 3 clusters Score -1719357 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1719381.250000 Penalty: 3101.784180
	Iteration 34Q: 3 clusters Score -1719381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1719395.875000 Penalty: 3101.784180
	Iteration 35Q: 3 clusters Score -1719396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1719417.625000 Penalty: 3101.784180
	Iteration 36Q: 3 clusters Score -1719418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1719429.625000 Penalty: 3101.784180
	Iteration 37Q: 3 clusters Score -1719430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1719447.750000 Penalty: 3101.784180
	Iteration 38Q: 3 clusters Score -1719448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1719463.875000 Penalty: 3101.784180
	Iteration 39Q: 3 clusters Score -1719464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1719484.250000 Penalty: 3101.784180
	Iteration 40F: 3 clusters Score -1719484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1719502.125000 Penalty: 3101.784180
	Iteration 41Q: 3 clusters Score -1719502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1719521.250000 Penalty: 3101.784180
	Iteration 42Q: 3 clusters Score -1719521 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1719538.625000 Penalty: 3101.784180
	Iteration 43Q: 3 clusters Score -1719539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1719557.125000 Penalty: 3101.784180
	Iteration 44Q: 3 clusters Score -1719557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1719587.000000 Penalty: 3101.784180
	Iteration 45Q: 3 clusters Score -1719587 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1719626.125000 Penalty: 3101.784180
	Iteration 46Q: 3 clusters Score -1719626 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1719656.000000 Penalty: 3101.784180
	Iteration 47Q: 3 clusters Score -1719656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1719685.750000 Penalty: 3101.784180
	Iteration 48Q: 3 clusters Score -1719686 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1719725.625000 Penalty: 3101.784180
	Iteration 49Q: 3 clusters Score -1719726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1719779.125000 Penalty: 3101.784180
	Iteration 50Q: 3 clusters Score -1719779 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1719830.000000 Penalty: 3101.784180
	Iteration 51Q: 3 clusters Score -1719830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1719877.875000 Penalty: 3101.784180
	Iteration 52Q: 3 clusters Score -1719878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1719928.000000 Penalty: 3101.784180
	Iteration 53Q: 3 clusters Score -1719928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1719982.750000 Penalty: 3101.784180
	Iteration 54Q: 3 clusters Score -1719983 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1720025.625000 Penalty: 3101.784180
	Iteration 55Q: 3 clusters Score -1720026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1720075.125000 Penalty: 3101.784180
	Iteration 56Q: 3 clusters Score -1720075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1720130.500000 Penalty: 3101.784180
	Iteration 57Q: 3 clusters Score -1720130 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1720184.375000 Penalty: 3101.784180
	Iteration 58Q: 3 clusters Score -1720184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1720221.500000 Penalty: 3101.784180
	Iteration 59Q: 3 clusters Score -1720222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1720245.875000 Penalty: 3101.784180
	Iteration 60F: 3 clusters Score -1720246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1720270.125000 Penalty: 3101.784180
	Iteration 61Q: 3 clusters Score -1720270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1720283.125000 Penalty: 3101.784180
	Iteration 62Q: 3 clusters Score -1720283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1720300.250000 Penalty: 3101.784180
	Iteration 63Q: 3 clusters Score -1720300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1720324.125000 Penalty: 3101.784180
	Iteration 64Q: 3 clusters Score -1720324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1720346.750000 Penalty: 3101.784180
	Iteration 65Q: 3 clusters Score -1720347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1720363.000000 Penalty: 3101.784180
	Iteration 66Q: 3 clusters Score -1720363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1720380.375000 Penalty: 3101.784180
	Iteration 67Q: 3 clusters Score -1720380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1720393.625000 Penalty: 3101.784180
	Iteration 68Q: 3 clusters Score -1720394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1720404.500000 Penalty: 3101.784180
	Iteration 69Q: 3 clusters Score -1720404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1720416.375000 Penalty: 3101.784180
	Iteration 70Q: 3 clusters Score -1720416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1720422.500000 Penalty: 3101.784180
	Iteration 71Q: 3 clusters Score -1720422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1720428.500000 Penalty: 3101.784180
	Iteration 72Q: 3 clusters Score -1720428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1720432.625000 Penalty: 3101.784180
	Iteration 73Q: 3 clusters Score -1720433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1720435.750000 Penalty: 3101.784180
	Iteration 74Q: 3 clusters Score -1720436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1720437.875000 Penalty: 3101.784180
	Iteration 75Q: 3 clusters Score -1720438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1720442.750000 Penalty: 3101.784180
	Iteration 76Q: 3 clusters Score -1720443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1720447.250000 Penalty: 3101.784180
	Iteration 77Q: 3 clusters Score -1720447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1720449.875000 Penalty: 3101.784180
	Iteration 78Q: 3 clusters Score -1720450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1720453.500000 Penalty: 3101.784180
	Iteration 79Q: 3 clusters Score -1720454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1720459.750000 Penalty: 3101.784180
	Iteration 80F: 3 clusters Score -1720460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1720465.875000 Penalty: 3101.784180
	Iteration 81Q: 3 clusters Score -1720466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1720467.125000 Penalty: 3101.784180
	Iteration 82Q: 3 clusters Score -1720467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1720471.125000 Penalty: 3101.784180
	Iteration 83Q: 3 clusters Score -1720471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1720472.125000 Penalty: 3101.784180
	Iteration 84Q: 3 clusters Score -1720472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1720477.000000 Penalty: 3101.784180
	Iteration 85Q: 3 clusters Score -1720477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1720479.750000 Penalty: 3101.784180
	Iteration 86Q: 3 clusters Score -1720480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1720483.000000 Penalty: 3101.784180
	Iteration 87Q: 3 clusters Score -1720483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1720482.625000 Penalty: 3101.784180
	Iteration 88Q: 3 clusters Score -1720483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1720483.500000 Penalty: 3101.784180
	Iteration 89Q: 3 clusters Score -1720484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1720485.875000 Penalty: 3101.784180
	Iteration 90Q: 3 clusters Score -1720486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1720485.500000 Penalty: 3101.784180
	Iteration 91Q: 3 clusters Score -1720486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1720486.250000 Penalty: 3101.784180
	Iteration 92Q: 3 clusters Score -1720486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1720488.750000 Penalty: 3101.784180
	Iteration 93Q: 3 clusters Score -1720489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1720489.875000 Penalty: 3101.784180
	Iteration 94Q: 3 clusters Score -1720490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1720494.125000 Penalty: 3101.784180
	Iteration 95Q: 3 clusters Score -1720494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1720501.375000 Penalty: 3101.784180
	Iteration 96Q: 3 clusters Score -1720501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1720503.000000 Penalty: 3101.784180
	Iteration 97Q: 3 clusters Score -1720503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1720505.750000 Penalty: 3101.784180
	Iteration 98Q: 3 clusters Score -1720506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1720506.750000 Penalty: 3101.784180
	Iteration 99Q: 3 clusters Score -1720507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1720517.625000 Penalty: 3101.784180
	Iteration 100F: 3 clusters Score -1720518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1720519.000000 Penalty: 3101.784180
	Iteration 101Q: 3 clusters Score -1720519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1720518.750000 Penalty: 3101.784180
	Iteration 102Q: 3 clusters Score -1720519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1720519.375000 Penalty: 3101.784180
	Iteration 103Q: 3 clusters Score -1720519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1720519.750000 Penalty: 3101.784180
	Iteration 104Q: 3 clusters Score -1720520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1720519.750000 Penalty: 3101.784180
	Iteration 105F: 3 clusters Score -1720520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (60605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Entering Unmasked Estep 
Score: -7440481.000000 Penalty: 1789.471558
	Iteration 0F: 2 clusters Score -7440481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7399940.500000 Penalty: 3578.943115
	Iteration 0F: 3 clusters Score -7399940 nChanged 28595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -7416070.000000 Penalty: 3578.943115
	Iteration 1F: 3 clusters Score -7416070 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -7416684.500000 Penalty: 3578.943115
	Iteration 2Q: 3 clusters Score -7416684 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -7417497.000000 Penalty: 3578.943115
	Iteration 3Q: 3 clusters Score -7417497 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -7418932.000000 Penalty: 3578.943115
	Iteration 4Q: 3 clusters Score -7418932 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -7421304.500000 Penalty: 3578.943115
	Iteration 5F: 3 clusters Score -7421304 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -7425009.000000 Penalty: 3578.943115
	Iteration 6F: 3 clusters Score -7425009 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -7429582.000000 Penalty: 3578.943115
	Iteration 7F: 3 clusters Score -7429582 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -7433835.500000 Penalty: 3578.943115
	Iteration 8F: 3 clusters Score -7433836 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -7436653.000000 Penalty: 3578.943115
	Iteration 9Q: 3 clusters Score -7436653 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -7438045.000000 Penalty: 3578.943115
	Iteration 10Q: 3 clusters Score -7438045 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -7438532.500000 Penalty: 3578.943115
	Iteration 11Q: 3 clusters Score -7438532 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -7438730.000000 Penalty: 3578.943115
	Iteration 12Q: 3 clusters Score -7438730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -7438818.500000 Penalty: 3578.943115
	Iteration 13Q: 3 clusters Score -7438818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -7438871.500000 Penalty: 3578.943115
	Iteration 14Q: 3 clusters Score -7438872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -7438890.000000 Penalty: 3578.943115
	Iteration 15Q: 3 clusters Score -7438890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -7438906.000000 Penalty: 3578.943115
	Iteration 16Q: 3 clusters Score -7438906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -7438909.000000 Penalty: 3578.943115
	Iteration 17Q: 3 clusters Score -7438909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -7438914.000000 Penalty: 3578.943115
	Iteration 18Q: 3 clusters Score -7438914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -7438919.500000 Penalty: 3578.943115
	Iteration 19Q: 3 clusters Score -7438920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -7438919.500000 Penalty: 3578.943115
	Iteration 20F: 3 clusters Score -7438920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -49076.757812 Penalty: 1017.182007
	Iteration 0F: 2 clusters Score -49076.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48069.101562 Penalty: 2034.364014
	Iteration 0F: 3 clusters Score -48069.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48466.550781 Penalty: 2034.364014
	Iteration 1F: 3 clusters Score -48466.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48753.656250 Penalty: 2034.364014
	Iteration 2F: 3 clusters Score -48753.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48975.636719 Penalty: 2034.364014
	Iteration 3F: 3 clusters Score -48975.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49101.605469 Penalty: 2034.364014
	Iteration 4Q: 3 clusters Score -49101.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49195.242188 Penalty: 2034.364014
	Iteration 5Q: 3 clusters Score -49195.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49225.457031 Penalty: 2034.364014
	Iteration 6Q: 3 clusters Score -49225.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49252.597656 Penalty: 2034.364014
	Iteration 7Q: 3 clusters Score -49252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49275.769531 Penalty: 2034.364014
	Iteration 8Q: 3 clusters Score -49275.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49301.203125 Penalty: 2034.364014
	Iteration 9Q: 3 clusters Score -49301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49352.570312 Penalty: 2034.364014
	Iteration 10Q: 3 clusters Score -49352.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49403.593750 Penalty: 2034.364014
	Iteration 11Q: 3 clusters Score -49403.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49439.226562 Penalty: 2034.364014
	Iteration 12Q: 3 clusters Score -49439.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49502.960938 Penalty: 2034.364014
	Iteration 13Q: 3 clusters Score -49502.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49556.589844 Penalty: 2034.364014
	Iteration 14Q: 3 clusters Score -49556.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49574.175781 Penalty: 2034.364014
	Iteration 15Q: 3 clusters Score -49574.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49578.105469 Penalty: 2034.364014
	Iteration 16Q: 3 clusters Score -49578.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49580.910156 Penalty: 2034.364014
	Iteration 17Q: 3 clusters Score -49580.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49580.910156 Penalty: 2034.364014
	Iteration 18F: 3 clusters Score -49580.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 235 members 
Entering Unmasked Estep 
Score: -141731808.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141732960.000000 to -141731808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -262849.406250 Penalty: 1256.865845
	Iteration 0F: 2 clusters Score -262849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -260579.953125 Penalty: 2513.731689
	Iteration 0F: 3 clusters Score -260580 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -261310.562500 Penalty: 2513.731689
	Iteration 1F: 3 clusters Score -261310.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -261610.875000 Penalty: 2513.731689
	Iteration 2F: 3 clusters Score -261610.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -261850.343750 Penalty: 2513.731689
	Iteration 3F: 3 clusters Score -261850.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -262036.531250 Penalty: 2513.731689
	Iteration 4F: 3 clusters Score -262036.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -262174.531250 Penalty: 2513.731689
	Iteration 5F: 3 clusters Score -262174.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -262254.656250 Penalty: 2513.731689
	Iteration 6Q: 3 clusters Score -262254.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262300.750000 Penalty: 2513.731689
	Iteration 7Q: 3 clusters Score -262300.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -262324.468750 Penalty: 2513.731689
	Iteration 8Q: 3 clusters Score -262324.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -262337.562500 Penalty: 2513.731689
	Iteration 9Q: 3 clusters Score -262337.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -262342.687500 Penalty: 2513.731689
	Iteration 10Q: 3 clusters Score -262342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -262346.218750 Penalty: 2513.731689
	Iteration 11Q: 3 clusters Score -262346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -262348.875000 Penalty: 2513.731689
	Iteration 12Q: 3 clusters Score -262348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -262354.750000 Penalty: 2513.731689
	Iteration 13Q: 3 clusters Score -262354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -262361.406250 Penalty: 2513.731689
	Iteration 14Q: 3 clusters Score -262361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -262365.687500 Penalty: 2513.731689
	Iteration 15Q: 3 clusters Score -262365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -262370.062500 Penalty: 2513.731689
	Iteration 16Q: 3 clusters Score -262370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -262372.656250 Penalty: 2513.731689
	Iteration 17Q: 3 clusters Score -262372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -262377.281250 Penalty: 2513.731689
	Iteration 18Q: 3 clusters Score -262377.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -262387.781250 Penalty: 2513.731689
	Iteration 19Q: 3 clusters Score -262387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -262390.375000 Penalty: 2513.731689
	Iteration 20F: 3 clusters Score -262390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -262395.406250 Penalty: 2513.731689
	Iteration 21Q: 3 clusters Score -262395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -262400.750000 Penalty: 2513.731689
	Iteration 22Q: 3 clusters Score -262400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -262404.843750 Penalty: 2513.731689
	Iteration 23Q: 3 clusters Score -262404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -262408.125000 Penalty: 2513.731689
	Iteration 24Q: 3 clusters Score -262408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -262410.437500 Penalty: 2513.731689
	Iteration 25Q: 3 clusters Score -262410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -262411.375000 Penalty: 2513.731689
	Iteration 26Q: 3 clusters Score -262411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -262411.531250 Penalty: 2513.731689
	Iteration 27Q: 3 clusters Score -262411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -262412.406250 Penalty: 2513.731689
	Iteration 28Q: 3 clusters Score -262412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -262415.312500 Penalty: 2513.731689
	Iteration 29Q: 3 clusters Score -262415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -262417.718750 Penalty: 2513.731689
	Iteration 30Q: 3 clusters Score -262417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -262419.625000 Penalty: 2513.731689
	Iteration 31Q: 3 clusters Score -262419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -262419.750000 Penalty: 2513.731689
	Iteration 32Q: 3 clusters Score -262419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -262419.750000 Penalty: 2513.731689
	Iteration 33F: 3 clusters Score -262419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -19593.843750 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -19593.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18766.550781 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -18766.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18918.751953 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -18918.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18996.220703 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -18996.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19085.859375 Penalty: 1833.619873
	Iteration 3F: 3 clusters Score -19085.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19124.943359 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -19124.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19126.541016 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -19126.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19126.541016 Penalty: 1833.619873
	Iteration 6F: 3 clusters Score -19126.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -78658.640625 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -78658.64 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 329 members 
Entering Unmasked Estep 
Score: -77466.117188 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -77466.12 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77730.679688 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -77730.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77810.125000 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -77810.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77866.929688 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -77866.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77903.328125 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -77903.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77908.265625 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -77908.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77914.820312 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -77914.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77919.718750 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -77919.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77928.375000 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -77928.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77932.578125 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -77932.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77936.046875 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -77936.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77937.468750 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -77937.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77937.468750 Penalty: 2124.895508
	Iteration 12F: 3 clusters Score -77937.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -28306.076172 Penalty: 989.100891
	Iteration 0F: 2 clusters Score -28306.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27445.279297 Penalty: 1978.201782
	Iteration 0F: 3 clusters Score -27445.28 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27923.052734 Penalty: 1978.201782
	Iteration 1F: 3 clusters Score -27923.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28178.523438 Penalty: 1978.201782
	Iteration 2F: 3 clusters Score -28178.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28343.027344 Penalty: 1978.201782
	Iteration 3F: 3 clusters Score -28343.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28372.093750 Penalty: 1978.201782
	Iteration 4Q: 3 clusters Score -28372.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28393.951172 Penalty: 1978.201782
	Iteration 5Q: 3 clusters Score -28393.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28396.255859 Penalty: 1978.201782
	Iteration 6Q: 3 clusters Score -28396.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28406.544922 Penalty: 1978.201782
	Iteration 7Q: 3 clusters Score -28406.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28415.718750 Penalty: 1978.201782
	Iteration 8Q: 3 clusters Score -28415.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28425.277344 Penalty: 1978.201782
	Iteration 9Q: 3 clusters Score -28425.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28438.666016 Penalty: 1978.201782
	Iteration 10Q: 3 clusters Score -28438.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28441.726562 Penalty: 1978.201782
	Iteration 11Q: 3 clusters Score -28441.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28447.144531 Penalty: 1978.201782
	Iteration 12Q: 3 clusters Score -28447.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28450.765625 Penalty: 1978.201782
	Iteration 13Q: 3 clusters Score -28450.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28450.943359 Penalty: 1978.201782
	Iteration 14Q: 3 clusters Score -28450.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28450.943359 Penalty: 1978.201782
	Iteration 15F: 3 clusters Score -28450.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 256 members 
Entering Unmasked Estep 
Score: -141731728.000000 Penalty: 83940.617188
Splitting cluster 36 changes total score from -141732960.000000 to -141731728.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 109769 members 
Mstep: Class 3 contains 127826 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 116603 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101189 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 132739 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107402 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112118 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13960 members 
Mstep: Class 31 contains 60605 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732880.000000 Penalty: 81671.953125
Iteration 359Q: 37 clusters Score -1.417329e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 109793 members 
Mstep: Class 3 contains 127869 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 116638 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101207 members 
Mstep: Class 13 contains 7658 members 
Mstep: Class 14 contains 6538 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 132810 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 18447 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 107119 members 
Mstep: Class 21 contains 45077 members 
Mstep: Class 22 contains 4227 members 
Mstep: Class 23 contains 112197 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13966 members 
Mstep: Class 31 contains 60630 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732944.000000 Penalty: 81671.953125
Iteration 360F: 37 clusters Score -1.417329e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 109803 members 
Mstep: Class 3 contains 127927 members 
Mstep: Class 4 contains 7854 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 13717 members 
Mstep: Class 10 contains 116694 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101215 members 
Mstep: Class 13 contains 7658 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 132887 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 18456 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 106821 members 
Mstep: Class 21 contains 45071 members 
Mstep: Class 22 contains 4226 members 
Mstep: Class 23 contains 112228 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6035 members 
Mstep: Class 28 contains 2157 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13970 members 
Mstep: Class 31 contains 60680 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2290 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732752.000000 Penalty: 81671.953125
Iteration 361Q: 37 clusters Score -1.417328e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 109811 members 
Mstep: Class 3 contains 128033 members 
Mstep: Class 4 contains 7853 members 
Mstep: Class 5 contains 7945 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1314 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 13717 members 
Mstep: Class 10 contains 116771 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101221 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 132962 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 18453 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 106505 members 
Mstep: Class 21 contains 45081 members 
Mstep: Class 22 contains 4226 members 
Mstep: Class 23 contains 112220 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6030 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13973 members 
Mstep: Class 31 contains 60732 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732768.000000 Penalty: 81671.953125
Iteration 362Q: 37 clusters Score -1.417328e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116415 members 
Mstep: Class 2 contains 109815 members 
Mstep: Class 3 contains 128176 members 
Mstep: Class 4 contains 7854 members 
Mstep: Class 5 contains 7939 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1314 members 
Mstep: Class 8 contains 10024 members 
Mstep: Class 9 contains 13716 members 
Mstep: Class 10 contains 116832 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101218 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6603 members 
Mstep: Class 15 contains 9616 members 
Mstep: Class 16 contains 133026 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 18436 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 106157 members 
Mstep: Class 21 contains 45100 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 112239 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6024 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13976 members 
Mstep: Class 31 contains 60764 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732784.000000 Penalty: 81671.953125
Iteration 363Q: 37 clusters Score -1.417328e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 109835 members 
Mstep: Class 3 contains 128246 members 
Mstep: Class 4 contains 7859 members 
Mstep: Class 5 contains 7936 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 1314 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 13713 members 
Mstep: Class 10 contains 116919 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101219 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6612 members 
Mstep: Class 15 contains 9599 members 
Mstep: Class 16 contains 133089 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 18435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 105792 members 
Mstep: Class 21 contains 45128 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 112268 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13985 members 
Mstep: Class 31 contains 60817 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732480.000000 Penalty: 81671.953125
Iteration 364Q: 37 clusters Score -1.417325e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116457 members 
Mstep: Class 2 contains 109827 members 
Mstep: Class 3 contains 128327 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 13723 members 
Mstep: Class 10 contains 117037 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101235 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6627 members 
Mstep: Class 15 contains 9594 members 
Mstep: Class 16 contains 133144 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 18435 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 105374 members 
Mstep: Class 21 contains 45136 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 112349 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6010 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13988 members 
Mstep: Class 31 contains 60852 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732128.000000 Penalty: 81671.953125
Iteration 365Q: 37 clusters Score -1.417321e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 109855 members 
Mstep: Class 3 contains 128435 members 
Mstep: Class 4 contains 7867 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 13738 members 
Mstep: Class 10 contains 117178 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101242 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 6641 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 133211 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 18431 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 104939 members 
Mstep: Class 21 contains 45144 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 112407 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13990 members 
Mstep: Class 31 contains 60861 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731936.000000 Penalty: 81671.953125
Iteration 366Q: 37 clusters Score -1.417319e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 109876 members 
Mstep: Class 3 contains 128547 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 117307 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101249 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 9578 members 
Mstep: Class 16 contains 133297 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 18439 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 104480 members 
Mstep: Class 21 contains 45143 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 112479 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13989 members 
Mstep: Class 31 contains 60858 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731408.000000 Penalty: 81671.953125
Iteration 367Q: 37 clusters Score -1.417314e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116535 members 
Mstep: Class 2 contains 109900 members 
Mstep: Class 3 contains 128668 members 
Mstep: Class 4 contains 7873 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 13742 members 
Mstep: Class 10 contains 117441 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101264 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 6679 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 133353 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 18447 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 104028 members 
Mstep: Class 21 contains 45139 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 112521 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 2166 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13986 members 
Mstep: Class 31 contains 60861 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731136.000000 Penalty: 81671.953125
Iteration 368Q: 37 clusters Score -1.417311e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 109900 members 
Mstep: Class 3 contains 128809 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 10024 members 
Mstep: Class 9 contains 13752 members 
Mstep: Class 10 contains 117593 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101273 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 133394 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 18447 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 103603 members 
Mstep: Class 21 contains 45146 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 112573 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 2169 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13994 members 
Mstep: Class 31 contains 60827 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730928.000000 Penalty: 81671.953125
Iteration 369Q: 37 clusters Score -1.417309e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116639 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 128955 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 13761 members 
Mstep: Class 10 contains 117757 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101295 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 6728 members 
Mstep: Class 15 contains 9564 members 
Mstep: Class 16 contains 133403 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 18447 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 103182 members 
Mstep: Class 21 contains 45124 members 
Mstep: Class 22 contains 4235 members 
Mstep: Class 23 contains 112570 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 2171 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13995 members 
Mstep: Class 31 contains 60802 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730576.000000 Penalty: 81671.953125
Iteration 370Q: 37 clusters Score -1.417306e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116671 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 129139 members 
Mstep: Class 4 contains 7879 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 10028 members 
Mstep: Class 9 contains 13771 members 
Mstep: Class 10 contains 117935 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101305 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6747 members 
Mstep: Class 15 contains 9562 members 
Mstep: Class 16 contains 133473 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 18441 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 102722 members 
Mstep: Class 21 contains 45099 members 
Mstep: Class 22 contains 4236 members 
Mstep: Class 23 contains 112589 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 2170 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13995 members 
Mstep: Class 31 contains 60771 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2290 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730176.000000 Penalty: 81671.953125
Iteration 371Q: 37 clusters Score -1.417302e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 109908 members 
Mstep: Class 3 contains 129232 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 13773 members 
Mstep: Class 10 contains 118107 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101313 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6764 members 
Mstep: Class 15 contains 9573 members 
Mstep: Class 16 contains 133579 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 102287 members 
Mstep: Class 21 contains 45059 members 
Mstep: Class 22 contains 4236 members 
Mstep: Class 23 contains 112630 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5982 members 
Mstep: Class 28 contains 2167 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13994 members 
Mstep: Class 31 contains 60771 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2291 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141730000.000000 Penalty: 81671.953125
Iteration 372Q: 37 clusters Score -1.4173e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116722 members 
Mstep: Class 2 contains 109916 members 
Mstep: Class 3 contains 129298 members 
Mstep: Class 4 contains 7888 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 13775 members 
Mstep: Class 10 contains 118278 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101326 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 133680 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 18430 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 101903 members 
Mstep: Class 21 contains 45041 members 
Mstep: Class 22 contains 4236 members 
Mstep: Class 23 contains 112652 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13988 members 
Mstep: Class 31 contains 60770 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2290 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729648.000000 Penalty: 81671.953125
Iteration 373Q: 37 clusters Score -1.417296e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 129323 members 
Mstep: Class 4 contains 7890 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 10030 members 
Mstep: Class 9 contains 13779 members 
Mstep: Class 10 contains 118456 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101330 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 133788 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 18408 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 101513 members 
Mstep: Class 21 contains 45027 members 
Mstep: Class 22 contains 4237 members 
Mstep: Class 23 contains 112710 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5970 members 
Mstep: Class 28 contains 2166 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13981 members 
Mstep: Class 31 contains 60792 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729536.000000 Penalty: 81671.953125
Iteration 374Q: 37 clusters Score -1.417295e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116853 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 129301 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10030 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 118617 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101333 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 9549 members 
Mstep: Class 16 contains 133914 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 18389 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 101139 members 
Mstep: Class 21 contains 45016 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 112746 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5965 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13989 members 
Mstep: Class 31 contains 60812 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2282 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729408.000000 Penalty: 81671.953125
Iteration 375Q: 37 clusters Score -1.417294e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 109891 members 
Mstep: Class 3 contains 129274 members 
Mstep: Class 4 contains 7897 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10032 members 
Mstep: Class 9 contains 13784 members 
Mstep: Class 10 contains 118795 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 9550 members 
Mstep: Class 16 contains 134072 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 18378 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 100774 members 
Mstep: Class 21 contains 45001 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 112727 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5961 members 
Mstep: Class 28 contains 2157 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13986 members 
Mstep: Class 31 contains 60819 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2281 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729504.000000 Penalty: 81671.953125
Iteration 376Q: 37 clusters Score -1.417295e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 116981 members 
Mstep: Class 2 contains 109880 members 
Mstep: Class 3 contains 129276 members 
Mstep: Class 4 contains 7895 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10030 members 
Mstep: Class 9 contains 13784 members 
Mstep: Class 10 contains 118955 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101350 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 9546 members 
Mstep: Class 16 contains 134194 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 18368 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 100489 members 
Mstep: Class 21 contains 44997 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 112699 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 2160 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13985 members 
Mstep: Class 31 contains 60812 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2278 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729296.000000 Penalty: 81671.953125
Iteration 377Q: 37 clusters Score -1.417293e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 109866 members 
Mstep: Class 3 contains 129335 members 
Mstep: Class 4 contains 7895 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10028 members 
Mstep: Class 9 contains 13777 members 
Mstep: Class 10 contains 119112 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101374 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 6846 members 
Mstep: Class 15 contains 9547 members 
Mstep: Class 16 contains 134265 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 18359 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 100186 members 
Mstep: Class 21 contains 44976 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 112673 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5959 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13987 members 
Mstep: Class 31 contains 60808 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2277 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729296.000000 Penalty: 81671.953125
Iteration 378Q: 37 clusters Score -1.417293e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 109848 members 
Mstep: Class 3 contains 129356 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 13779 members 
Mstep: Class 10 contains 119311 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101396 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 6855 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 134352 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 18346 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 99839 members 
Mstep: Class 21 contains 44974 members 
Mstep: Class 22 contains 4237 members 
Mstep: Class 23 contains 112690 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5954 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13991 members 
Mstep: Class 31 contains 60812 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2277 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729056.000000 Penalty: 81671.953125
Iteration 379Q: 37 clusters Score -1.417291e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 109843 members 
Mstep: Class 3 contains 129397 members 
Mstep: Class 4 contains 7898 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 13778 members 
Mstep: Class 10 contains 119460 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101437 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 6870 members 
Mstep: Class 15 contains 9549 members 
Mstep: Class 16 contains 134454 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 18330 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 99505 members 
Mstep: Class 21 contains 44963 members 
Mstep: Class 22 contains 4237 members 
Mstep: Class 23 contains 112691 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5953 members 
Mstep: Class 28 contains 2162 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13993 members 
Mstep: Class 31 contains 60820 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2277 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728912.000000 Penalty: 81671.953125
Iteration 380F: 37 clusters Score -1.417289e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 109839 members 
Mstep: Class 3 contains 129481 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 13783 members 
Mstep: Class 10 contains 119577 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101470 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 14 contains 6882 members 
Mstep: Class 15 contains 9549 members 
Mstep: Class 16 contains 134498 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 99192 members 
Mstep: Class 21 contains 44951 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 112671 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5953 members 
Mstep: Class 28 contains 2161 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13996 members 
Mstep: Class 31 contains 60826 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2277 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728528.000000 Penalty: 81671.953125
Iteration 381Q: 37 clusters Score -1.417285e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 109821 members 
Mstep: Class 3 contains 129555 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 13790 members 
Mstep: Class 10 contains 119681 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101499 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 6901 members 
Mstep: Class 15 contains 9548 members 
Mstep: Class 16 contains 134535 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 18293 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 98912 members 
Mstep: Class 21 contains 44942 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 112657 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14003 members 
Mstep: Class 31 contains 60827 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2274 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728752.000000 Penalty: 81671.953125
Iteration 382Q: 37 clusters Score -1.417288e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117240 members 
Mstep: Class 2 contains 109821 members 
Mstep: Class 3 contains 129605 members 
Mstep: Class 4 contains 7909 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 13794 members 
Mstep: Class 10 contains 119798 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101518 members 
Mstep: Class 13 contains 7672 members 
Mstep: Class 14 contains 6926 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 134579 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 18268 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 98668 members 
Mstep: Class 21 contains 44937 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 112652 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 2155 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14007 members 
Mstep: Class 31 contains 60819 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2273 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728656.000000 Penalty: 81671.953125
Iteration 383Q: 37 clusters Score -1.417287e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109829 members 
Mstep: Class 3 contains 129686 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10016 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 119896 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101537 members 
Mstep: Class 13 contains 7672 members 
Mstep: Class 14 contains 6946 members 
Mstep: Class 15 contains 9542 members 
Mstep: Class 16 contains 134634 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 18249 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 98394 members 
Mstep: Class 21 contains 44925 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 112666 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5951 members 
Mstep: Class 28 contains 2154 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14017 members 
Mstep: Class 31 contains 60813 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728720.000000 Penalty: 81671.953125
Iteration 384Q: 37 clusters Score -1.417287e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 109840 members 
Mstep: Class 3 contains 129730 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 7861 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10015 members 
Mstep: Class 9 contains 13797 members 
Mstep: Class 10 contains 120009 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101557 members 
Mstep: Class 13 contains 7675 members 
Mstep: Class 14 contains 6967 members 
Mstep: Class 15 contains 9541 members 
Mstep: Class 16 contains 134673 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 18227 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 98158 members 
Mstep: Class 21 contains 44901 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 112667 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5954 members 
Mstep: Class 28 contains 2152 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14021 members 
Mstep: Class 31 contains 60801 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728256.000000 Penalty: 81671.953125
Iteration 385Q: 37 clusters Score -1.417283e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 109854 members 
Mstep: Class 3 contains 129734 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10016 members 
Mstep: Class 9 contains 13797 members 
Mstep: Class 10 contains 120149 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101566 members 
Mstep: Class 13 contains 7676 members 
Mstep: Class 14 contains 6982 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 134745 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 18215 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 97957 members 
Mstep: Class 21 contains 44880 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112662 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 2142 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14021 members 
Mstep: Class 31 contains 60766 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728032.000000 Penalty: 81671.953125
Iteration 386Q: 37 clusters Score -1.41728e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 109865 members 
Mstep: Class 3 contains 129748 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10016 members 
Mstep: Class 9 contains 13801 members 
Mstep: Class 10 contains 120214 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101579 members 
Mstep: Class 13 contains 7677 members 
Mstep: Class 14 contains 6993 members 
Mstep: Class 15 contains 9537 members 
Mstep: Class 16 contains 134819 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 18197 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 97790 members 
Mstep: Class 21 contains 44869 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 112658 members 
Mstep: Class 24 contains 1702 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5957 members 
Mstep: Class 28 contains 2136 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14023 members 
Mstep: Class 31 contains 60751 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727664.000000 Penalty: 81671.953125
Iteration 387Q: 37 clusters Score -1.417277e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 109865 members 
Mstep: Class 3 contains 129769 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 13797 members 
Mstep: Class 10 contains 120278 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101595 members 
Mstep: Class 13 contains 7677 members 
Mstep: Class 14 contains 7010 members 
Mstep: Class 15 contains 9534 members 
Mstep: Class 16 contains 134902 members 
Mstep: Class 17 contains 7215 members 
Mstep: Class 18 contains 18175 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 97608 members 
Mstep: Class 21 contains 44864 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 112676 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5957 members 
Mstep: Class 28 contains 2135 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14030 members 
Mstep: Class 31 contains 60745 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727888.000000 Penalty: 81671.953125
Iteration 388Q: 37 clusters Score -1.417279e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 109871 members 
Mstep: Class 3 contains 129786 members 
Mstep: Class 4 contains 7943 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10018 members 
Mstep: Class 9 contains 13800 members 
Mstep: Class 10 contains 120351 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101608 members 
Mstep: Class 13 contains 7675 members 
Mstep: Class 14 contains 7023 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 134961 members 
Mstep: Class 17 contains 7213 members 
Mstep: Class 18 contains 18159 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 97456 members 
Mstep: Class 21 contains 44867 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 112682 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5958 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14036 members 
Mstep: Class 31 contains 60745 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2274 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727792.000000 Penalty: 81671.953125
Iteration 389Q: 37 clusters Score -1.417278e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117331 members 
Mstep: Class 2 contains 109874 members 
Mstep: Class 3 contains 129725 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 7826 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10018 members 
Mstep: Class 9 contains 13802 members 
Mstep: Class 10 contains 120412 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101625 members 
Mstep: Class 13 contains 7674 members 
Mstep: Class 14 contains 7034 members 
Mstep: Class 15 contains 9525 members 
Mstep: Class 16 contains 135043 members 
Mstep: Class 17 contains 7212 members 
Mstep: Class 18 contains 18139 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 97338 members 
Mstep: Class 21 contains 44866 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 112691 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5954 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 60749 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2274 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727664.000000 Penalty: 81671.953125
Iteration 390Q: 37 clusters Score -1.417277e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 109863 members 
Mstep: Class 3 contains 129737 members 
Mstep: Class 4 contains 7949 members 
Mstep: Class 5 contains 7823 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 10015 members 
Mstep: Class 9 contains 13807 members 
Mstep: Class 10 contains 120476 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101645 members 
Mstep: Class 13 contains 7676 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 135094 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 18116 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 97214 members 
Mstep: Class 21 contains 44868 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 112702 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 2129 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14057 members 
Mstep: Class 31 contains 60734 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727568.000000 Penalty: 81671.953125
Iteration 391Q: 37 clusters Score -1.417276e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 109850 members 
Mstep: Class 3 contains 129790 members 
Mstep: Class 4 contains 7947 members 
Mstep: Class 5 contains 7818 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10013 members 
Mstep: Class 9 contains 13808 members 
Mstep: Class 10 contains 120530 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101676 members 
Mstep: Class 13 contains 7677 members 
Mstep: Class 14 contains 7060 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 135138 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 18092 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 44868 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 112710 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5951 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14068 members 
Mstep: Class 31 contains 60705 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727728.000000 Penalty: 81671.953125
Iteration 392Q: 37 clusters Score -1.417277e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 109834 members 
Mstep: Class 3 contains 129809 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10012 members 
Mstep: Class 9 contains 13804 members 
Mstep: Class 10 contains 120590 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101707 members 
Mstep: Class 13 contains 7685 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 135198 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96908 members 
Mstep: Class 21 contains 44871 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 112726 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 2127 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14068 members 
Mstep: Class 31 contains 60701 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2270 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727472.000000 Penalty: 81671.953125
Iteration 393Q: 37 clusters Score -1.417275e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 109823 members 
Mstep: Class 3 contains 129805 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 7819 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 10012 members 
Mstep: Class 9 contains 13808 members 
Mstep: Class 10 contains 120650 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101731 members 
Mstep: Class 13 contains 7688 members 
Mstep: Class 14 contains 7086 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 135291 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 18065 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96750 members 
Mstep: Class 21 contains 44859 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 112742 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5947 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14075 members 
Mstep: Class 31 contains 60698 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727360.000000 Penalty: 81671.953125
Iteration 394Q: 37 clusters Score -1.417274e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 109813 members 
Mstep: Class 3 contains 129782 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 7818 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10012 members 
Mstep: Class 9 contains 13816 members 
Mstep: Class 10 contains 120679 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101756 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7095 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 135384 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 18055 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96656 members 
Mstep: Class 21 contains 44843 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 112758 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5946 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14080 members 
Mstep: Class 31 contains 60698 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727376.000000 Penalty: 81671.953125
Iteration 395Q: 37 clusters Score -1.417274e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 109813 members 
Mstep: Class 3 contains 129760 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10010 members 
Mstep: Class 9 contains 13817 members 
Mstep: Class 10 contains 120717 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 101785 members 
Mstep: Class 13 contains 7695 members 
Mstep: Class 14 contains 7104 members 
Mstep: Class 15 contains 9498 members 
Mstep: Class 16 contains 135461 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 18046 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96551 members 
Mstep: Class 21 contains 44833 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 112776 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5946 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14081 members 
Mstep: Class 31 contains 60701 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2273 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727184.000000 Penalty: 81671.953125
Iteration 396Q: 37 clusters Score -1.417272e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 109800 members 
Mstep: Class 3 contains 129721 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 120728 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101812 members 
Mstep: Class 13 contains 7696 members 
Mstep: Class 14 contains 7114 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 135518 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 18033 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96489 members 
Mstep: Class 21 contains 44822 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 112808 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 2132 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14082 members 
Mstep: Class 31 contains 60694 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2273 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727120.000000 Penalty: 81671.953125
Iteration 397Q: 37 clusters Score -1.417271e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 109803 members 
Mstep: Class 3 contains 129712 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 10006 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 120736 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101823 members 
Mstep: Class 13 contains 7695 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 9504 members 
Mstep: Class 16 contains 135535 members 
Mstep: Class 17 contains 7212 members 
Mstep: Class 18 contains 18029 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96431 members 
Mstep: Class 21 contains 44813 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112833 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60695 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727216.000000 Penalty: 81671.953125
Iteration 398Q: 37 clusters Score -1.417272e+08 nChanged 1053
Entering ConstructFrom: 
Score: -141727216.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (117254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117254 members 
Entering Unmasked Estep 
Score: -14752868.000000 Penalty: 1896.715942
	Iteration 0F: 2 clusters Score -1.475287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -14677965.000000 Penalty: 3793.431885
	Iteration 0F: 3 clusters Score -1.467796e+07 nChanged 56271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -14710902.000000 Penalty: 3793.431885
	Iteration 1F: 3 clusters Score -1.47109e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -14712263.000000 Penalty: 3793.431885
	Iteration 2Q: 3 clusters Score -1.471226e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -14714669.000000 Penalty: 3793.431885
	Iteration 3Q: 3 clusters Score -1.471467e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -14719344.000000 Penalty: 3793.431885
	Iteration 4F: 3 clusters Score -1.471934e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -14726803.000000 Penalty: 3793.431885
	Iteration 5F: 3 clusters Score -1.47268e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -14736710.000000 Penalty: 3793.431885
	Iteration 6F: 3 clusters Score -1.473671e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -14745329.000000 Penalty: 3793.431885
	Iteration 7F: 3 clusters Score -1.474533e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -14749190.000000 Penalty: 3793.431885
	Iteration 8Q: 3 clusters Score -1.474919e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115054 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14750515.000000 Penalty: 3793.431885
	Iteration 9Q: 3 clusters Score -1.475052e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14751059.000000 Penalty: 3793.431885
	Iteration 10Q: 3 clusters Score -1.475106e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14751260.000000 Penalty: 3793.431885
	Iteration 11Q: 3 clusters Score -1.475126e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14751360.000000 Penalty: 3793.431885
	Iteration 12Q: 3 clusters Score -1.475136e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14751446.000000 Penalty: 3793.431885
	Iteration 13Q: 3 clusters Score -1.475145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14751467.000000 Penalty: 3793.431885
	Iteration 14Q: 3 clusters Score -1.475147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14751489.000000 Penalty: 3793.431885
	Iteration 15Q: 3 clusters Score -1.475149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116580 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14751506.000000 Penalty: 3793.431885
	Iteration 16Q: 3 clusters Score -1.475151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116590 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14751532.000000 Penalty: 3793.431885
	Iteration 17Q: 3 clusters Score -1.475153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14751549.000000 Penalty: 3793.431885
	Iteration 18Q: 3 clusters Score -1.475155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14751569.000000 Penalty: 3793.431885
	Iteration 19Q: 3 clusters Score -1.475157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14751586.000000 Penalty: 3793.431885
	Iteration 20F: 3 clusters Score -1.475159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116607 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14751599.000000 Penalty: 3793.431885
	Iteration 21Q: 3 clusters Score -1.47516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116606 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14751630.000000 Penalty: 3793.431885
	Iteration 22Q: 3 clusters Score -1.475163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116602 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14751633.000000 Penalty: 3793.431885
	Iteration 23Q: 3 clusters Score -1.475163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14751622.000000 Penalty: 3793.431885
	Iteration 24Q: 3 clusters Score -1.475162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14751634.000000 Penalty: 3793.431885
	Iteration 25Q: 3 clusters Score -1.475163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14751640.000000 Penalty: 3793.431885
	Iteration 26Q: 3 clusters Score -1.475164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14751642.000000 Penalty: 3793.431885
	Iteration 27Q: 3 clusters Score -1.475164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14751656.000000 Penalty: 3793.431885
	Iteration 28Q: 3 clusters Score -1.475166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116602 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14751649.000000 Penalty: 3793.431885
	Iteration 29Q: 3 clusters Score -1.475165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14751651.000000 Penalty: 3793.431885
	Iteration 30Q: 3 clusters Score -1.475165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14751650.000000 Penalty: 3793.431885
	Iteration 31Q: 3 clusters Score -1.475165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14751658.000000 Penalty: 3793.431885
	Iteration 32Q: 3 clusters Score -1.475166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116602 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14751658.000000 Penalty: 3793.431885
	Iteration 33Q: 3 clusters Score -1.475166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14751662.000000 Penalty: 3793.431885
	Iteration 34Q: 3 clusters Score -1.475166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116604 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14751654.000000 Penalty: 3793.431885
	Iteration 35Q: 3 clusters Score -1.475165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14751659.000000 Penalty: 3793.431885
	Iteration 36Q: 3 clusters Score -1.475166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14751660.000000 Penalty: 3793.431885
	Iteration 37Q: 3 clusters Score -1.475166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14751659.000000 Penalty: 3793.431885
	Iteration 38Q: 3 clusters Score -1.475166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14751659.000000 Penalty: 3793.431885
	Iteration 39F: 3 clusters Score -1.475166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Entering Unmasked Estep 
Score: -13825106.000000 Penalty: 1886.070557
	Iteration 0F: 2 clusters Score -1.382511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -13753139.000000 Penalty: 3772.141113
	Iteration 0F: 3 clusters Score -1.375314e+07 nChanged 52760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -13783545.000000 Penalty: 3772.141113
	Iteration 1F: 3 clusters Score -1.378354e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -13784383.000000 Penalty: 3772.141113
	Iteration 2Q: 3 clusters Score -1.378438e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -13785411.000000 Penalty: 3772.141113
	Iteration 3Q: 3 clusters Score -1.378541e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -13787204.000000 Penalty: 3772.141113
	Iteration 4Q: 3 clusters Score -1.37872e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -13790410.000000 Penalty: 3772.141113
	Iteration 5F: 3 clusters Score -1.379041e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -13795972.000000 Penalty: 3772.141113
	Iteration 6F: 3 clusters Score -1.379597e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -13803472.000000 Penalty: 3772.141113
	Iteration 7F: 3 clusters Score -1.380347e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -13811313.000000 Penalty: 3772.141113
	Iteration 8F: 3 clusters Score -1.381131e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -13817115.000000 Penalty: 3772.141113
	Iteration 9F: 3 clusters Score -1.381712e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -13820573.000000 Penalty: 3772.141113
	Iteration 10Q: 3 clusters Score -1.382057e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -13822196.000000 Penalty: 3772.141113
	Iteration 11Q: 3 clusters Score -1.38222e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13822928.000000 Penalty: 3772.141113
	Iteration 12Q: 3 clusters Score -1.382293e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13823179.000000 Penalty: 3772.141113
	Iteration 13Q: 3 clusters Score -1.382318e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13823392.000000 Penalty: 3772.141113
	Iteration 14Q: 3 clusters Score -1.382339e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109305 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13823474.000000 Penalty: 3772.141113
	Iteration 15Q: 3 clusters Score -1.382347e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13823522.000000 Penalty: 3772.141113
	Iteration 16Q: 3 clusters Score -1.382352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13823544.000000 Penalty: 3772.141113
	Iteration 17Q: 3 clusters Score -1.382354e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13823582.000000 Penalty: 3772.141113
	Iteration 18Q: 3 clusters Score -1.382358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13823607.000000 Penalty: 3772.141113
	Iteration 19Q: 3 clusters Score -1.382361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13823615.000000 Penalty: 3772.141113
	Iteration 20F: 3 clusters Score -1.382362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13823627.000000 Penalty: 3772.141113
	Iteration 21Q: 3 clusters Score -1.382363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13823649.000000 Penalty: 3772.141113
	Iteration 22Q: 3 clusters Score -1.382365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -13823649.000000 Penalty: 3772.141113
	Iteration 23Q: 3 clusters Score -1.382365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13823642.000000 Penalty: 3772.141113
	Iteration 24Q: 3 clusters Score -1.382364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13823653.000000 Penalty: 3772.141113
	Iteration 25Q: 3 clusters Score -1.382365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13823657.000000 Penalty: 3772.141113
	Iteration 26Q: 3 clusters Score -1.382366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13823657.000000 Penalty: 3772.141113
	Iteration 27Q: 3 clusters Score -1.382366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -13823662.000000 Penalty: 3772.141113
	Iteration 28Q: 3 clusters Score -1.382366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -13823668.000000 Penalty: 3772.141113
	Iteration 29Q: 3 clusters Score -1.382367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109384 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13823677.000000 Penalty: 3772.141113
	Iteration 30Q: 3 clusters Score -1.382368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109386 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13823662.000000 Penalty: 3772.141113
	Iteration 31Q: 3 clusters Score -1.382366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109386 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13823662.000000 Penalty: 3772.141113
	Iteration 32F: 3 clusters Score -1.382366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (129726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Entering Unmasked Estep 
Score: -16423350.000000 Penalty: 1913.141724
	Iteration 0F: 2 clusters Score -1.642335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -16343733.000000 Penalty: 3826.283447
	Iteration 0F: 3 clusters Score -1.634373e+07 nChanged 62773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -16379687.000000 Penalty: 3826.283447
	Iteration 1F: 3 clusters Score -1.637969e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -16380473.000000 Penalty: 3826.283447
	Iteration 2Q: 3 clusters Score -1.638047e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -16381407.000000 Penalty: 3826.283447
	Iteration 3Q: 3 clusters Score -1.638141e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -16382651.000000 Penalty: 3826.283447
	Iteration 4Q: 3 clusters Score -1.638265e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -16384587.000000 Penalty: 3826.283447
	Iteration 5Q: 3 clusters Score -1.638459e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -16388030.000000 Penalty: 3826.283447
	Iteration 6F: 3 clusters Score -1.638803e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -16393348.000000 Penalty: 3826.283447
	Iteration 7F: 3 clusters Score -1.639335e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -16400346.000000 Penalty: 3826.283447
	Iteration 8F: 3 clusters Score -1.640035e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -16406723.000000 Penalty: 3826.283447
	Iteration 9F: 3 clusters Score -1.640672e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -16410212.000000 Penalty: 3826.283447
	Iteration 10F: 3 clusters Score -1.641021e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -16411744.000000 Penalty: 3826.283447
	Iteration 11Q: 3 clusters Score -1.641174e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -16412449.000000 Penalty: 3826.283447
	Iteration 12Q: 3 clusters Score -1.641245e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -16412911.000000 Penalty: 3826.283447
	Iteration 13Q: 3 clusters Score -1.641291e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -16413298.000000 Penalty: 3826.283447
	Iteration 14Q: 3 clusters Score -1.64133e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -16413768.000000 Penalty: 3826.283447
	Iteration 15Q: 3 clusters Score -1.641377e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -16414093.000000 Penalty: 3826.283447
	Iteration 16Q: 3 clusters Score -1.641409e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -16414483.000000 Penalty: 3826.283447
	Iteration 17Q: 3 clusters Score -1.641448e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -16414962.000000 Penalty: 3826.283447
	Iteration 18Q: 3 clusters Score -1.641496e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -16415280.000000 Penalty: 3826.283447
	Iteration 19Q: 3 clusters Score -1.641528e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -16415659.000000 Penalty: 3826.283447
	Iteration 20F: 3 clusters Score -1.641566e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -16415945.000000 Penalty: 3826.283447
	Iteration 21Q: 3 clusters Score -1.641594e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -16416191.000000 Penalty: 3826.283447
	Iteration 22Q: 3 clusters Score -1.641619e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -16416268.000000 Penalty: 3826.283447
	Iteration 23Q: 3 clusters Score -1.641627e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -16416415.000000 Penalty: 3826.283447
	Iteration 24Q: 3 clusters Score -1.641642e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -16416596.000000 Penalty: 3826.283447
	Iteration 25Q: 3 clusters Score -1.64166e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -16416729.000000 Penalty: 3826.283447
	Iteration 26Q: 3 clusters Score -1.641673e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -16416876.000000 Penalty: 3826.283447
	Iteration 27Q: 3 clusters Score -1.641688e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -16417005.000000 Penalty: 3826.283447
	Iteration 28Q: 3 clusters Score -1.6417e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -16417172.000000 Penalty: 3826.283447
	Iteration 29Q: 3 clusters Score -1.641717e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -16417290.000000 Penalty: 3826.283447
	Iteration 30Q: 3 clusters Score -1.641729e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -16417441.000000 Penalty: 3826.283447
	Iteration 31Q: 3 clusters Score -1.641744e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -16417548.000000 Penalty: 3826.283447
	Iteration 32Q: 3 clusters Score -1.641755e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -16417719.000000 Penalty: 3826.283447
	Iteration 33Q: 3 clusters Score -1.641772e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -16417973.000000 Penalty: 3826.283447
	Iteration 34Q: 3 clusters Score -1.641797e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -16418094.000000 Penalty: 3826.283447
	Iteration 35Q: 3 clusters Score -1.641809e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -16418353.000000 Penalty: 3826.283447
	Iteration 36Q: 3 clusters Score -1.641835e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -16418581.000000 Penalty: 3826.283447
	Iteration 37Q: 3 clusters Score -1.641858e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -16418693.000000 Penalty: 3826.283447
	Iteration 38Q: 3 clusters Score -1.641869e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -16418876.000000 Penalty: 3826.283447
	Iteration 39Q: 3 clusters Score -1.641888e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -16419041.000000 Penalty: 3826.283447
	Iteration 40F: 3 clusters Score -1.641904e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -16419269.000000 Penalty: 3826.283447
	Iteration 41Q: 3 clusters Score -1.641927e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -16419421.000000 Penalty: 3826.283447
	Iteration 42Q: 3 clusters Score -1.641942e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -16419644.000000 Penalty: 3826.283447
	Iteration 43Q: 3 clusters Score -1.641964e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -16419923.000000 Penalty: 3826.283447
	Iteration 44Q: 3 clusters Score -1.641992e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -16420285.000000 Penalty: 3826.283447
	Iteration 45Q: 3 clusters Score -1.642028e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -16420653.000000 Penalty: 3826.283447
	Iteration 46Q: 3 clusters Score -1.642065e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -16420940.000000 Penalty: 3826.283447
	Iteration 47Q: 3 clusters Score -1.642094e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
Score: -16421287.000000 Penalty: 3826.283447
	Iteration 48Q: 3 clusters Score -1.642129e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -16421667.000000 Penalty: 3826.283447
	Iteration 49Q: 3 clusters Score -1.642167e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -16422216.000000 Penalty: 3826.283447
	Iteration 50Q: 3 clusters Score -1.642222e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -16422601.000000 Penalty: 3826.283447
	Iteration 51Q: 3 clusters Score -1.64226e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -16422871.000000 Penalty: 3826.283447
	Iteration 52Q: 3 clusters Score -1.642287e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -16423073.000000 Penalty: 3826.283447
	Iteration 53Q: 3 clusters Score -1.642307e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -16423209.000000 Penalty: 3826.283447
	Iteration 54Q: 3 clusters Score -1.642321e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -16423142.000000 Penalty: 3826.283447
	Iteration 55Q: 3 clusters Score -1.642314e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -16423044.000000 Penalty: 3826.283447
	Iteration 56Q: 3 clusters Score -1.642304e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -16422830.000000 Penalty: 3826.283447
	Iteration 57Q: 3 clusters Score -1.642283e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 125114 members 
Entering Unmasked Estep 
Score: -16422535.000000 Penalty: 3826.283447
	Iteration 58Q: 3 clusters Score -1.642254e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -16422370.000000 Penalty: 3826.283447
	Iteration 59Q: 3 clusters Score -1.642237e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 126857 members 
Entering Unmasked Estep 
Score: -16422510.000000 Penalty: 3826.283447
	Iteration 60F: 3 clusters Score -1.642251e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -16422379.000000 Penalty: 3826.283447
	Iteration 61Q: 3 clusters Score -1.642238e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 128251 members 
Entering Unmasked Estep 
Score: -16422206.000000 Penalty: 3826.283447
	Iteration 62Q: 3 clusters Score -1.642221e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -16422045.000000 Penalty: 3826.283447
	Iteration 63Q: 3 clusters Score -1.642204e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 128861 members 
Entering Unmasked Estep 
Score: -16421988.000000 Penalty: 3826.283447
	Iteration 64Q: 3 clusters Score -1.642199e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 129034 members 
Entering Unmasked Estep 
Score: -16421911.000000 Penalty: 3826.283447
	Iteration 65Q: 3 clusters Score -1.642191e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 129152 members 
Entering Unmasked Estep 
Score: -16421886.000000 Penalty: 3826.283447
	Iteration 66Q: 3 clusters Score -1.642189e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 129240 members 
Entering Unmasked Estep 
Score: -16421847.000000 Penalty: 3826.283447
	Iteration 67Q: 3 clusters Score -1.642185e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 129293 members 
Entering Unmasked Estep 
Score: -16421854.000000 Penalty: 3826.283447
	Iteration 68Q: 3 clusters Score -1.642185e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -16421867.000000 Penalty: 3826.283447
	Iteration 69Q: 3 clusters Score -1.642187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 129355 members 
Entering Unmasked Estep 
Score: -16421851.000000 Penalty: 3826.283447
	Iteration 70Q: 3 clusters Score -1.642185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 129372 members 
Entering Unmasked Estep 
Score: -16421859.000000 Penalty: 3826.283447
	Iteration 71Q: 3 clusters Score -1.642186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -16421859.000000 Penalty: 3826.283447
	Iteration 72Q: 3 clusters Score -1.642186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 129389 members 
Entering Unmasked Estep 
Score: -16421847.000000 Penalty: 3826.283447
	Iteration 73Q: 3 clusters Score -1.642185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -16421848.000000 Penalty: 3826.283447
	Iteration 74Q: 3 clusters Score -1.642185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 129404 members 
Entering Unmasked Estep 
Score: -16421847.000000 Penalty: 3826.283447
	Iteration 75Q: 3 clusters Score -1.642185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 129409 members 
Entering Unmasked Estep 
Score: -16421850.000000 Penalty: 3826.283447
	Iteration 76Q: 3 clusters Score -1.642185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -16421850.000000 Penalty: 3826.283447
	Iteration 77Q: 3 clusters Score -1.642185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 129413 members 
Entering Unmasked Estep 
Score: -16421854.000000 Penalty: 3826.283447
	Iteration 78Q: 3 clusters Score -1.642185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 129418 members 
Entering Unmasked Estep 
Score: -16421852.000000 Penalty: 3826.283447
	Iteration 79Q: 3 clusters Score -1.642185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 129422 members 
Entering Unmasked Estep 
Score: -16421852.000000 Penalty: 3826.283447
	Iteration 80F: 3 clusters Score -1.642185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 129424 members 
Entering Unmasked Estep 
Score: -16421855.000000 Penalty: 3826.283447
	Iteration 81Q: 3 clusters Score -1.642186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 129428 members 
Entering Unmasked Estep 
Score: -16421850.000000 Penalty: 3826.283447
	Iteration 82Q: 3 clusters Score -1.642185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 129430 members 
Entering Unmasked Estep 
Score: -16421841.000000 Penalty: 3826.283447
	Iteration 83Q: 3 clusters Score -1.642184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 129430 members 
Entering Unmasked Estep 
Score: -16421841.000000 Penalty: 3826.283447
	Iteration 84F: 3 clusters Score -1.642184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -914280.312500 Penalty: 1459.768188
	Iteration 0F: 2 clusters Score -914280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -908434.500000 Penalty: 2919.536377
	Iteration 0F: 3 clusters Score -908434.5 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -910370.625000 Penalty: 2919.536377
	Iteration 1F: 3 clusters Score -910370.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -910764.375000 Penalty: 2919.536377
	Iteration 2F: 3 clusters Score -910764.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -911157.937500 Penalty: 2919.536377
	Iteration 3F: 3 clusters Score -911157.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -911575.375000 Penalty: 2919.536377
	Iteration 4F: 3 clusters Score -911575.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -911910.562500 Penalty: 2919.536377
	Iteration 5F: 3 clusters Score -911910.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -912210.750000 Penalty: 2919.536377
	Iteration 6F: 3 clusters Score -912210.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -912476.187500 Penalty: 2919.536377
	Iteration 7F: 3 clusters Score -912476.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -912713.000000 Penalty: 2919.536377
	Iteration 8Q: 3 clusters Score -912713 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -912955.312500 Penalty: 2919.536377
	Iteration 9Q: 3 clusters Score -912955.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -913189.500000 Penalty: 2919.536377
	Iteration 10Q: 3 clusters Score -913189.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -913335.437500 Penalty: 2919.536377
	Iteration 11Q: 3 clusters Score -913335.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -913422.187500 Penalty: 2919.536377
	Iteration 12Q: 3 clusters Score -913422.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -913490.625000 Penalty: 2919.536377
	Iteration 13Q: 3 clusters Score -913490.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -913543.125000 Penalty: 2919.536377
	Iteration 14Q: 3 clusters Score -913543.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -913583.437500 Penalty: 2919.536377
	Iteration 15Q: 3 clusters Score -913583.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -913614.687500 Penalty: 2919.536377
	Iteration 16Q: 3 clusters Score -913614.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -913644.187500 Penalty: 2919.536377
	Iteration 17Q: 3 clusters Score -913644.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -913669.312500 Penalty: 2919.536377
	Iteration 18Q: 3 clusters Score -913669.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -913691.250000 Penalty: 2919.536377
	Iteration 19Q: 3 clusters Score -913691.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -913705.062500 Penalty: 2919.536377
	Iteration 20F: 3 clusters Score -913705.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -913717.562500 Penalty: 2919.536377
	Iteration 21Q: 3 clusters Score -913717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -913723.437500 Penalty: 2919.536377
	Iteration 22Q: 3 clusters Score -913723.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -913728.625000 Penalty: 2919.536377
	Iteration 23Q: 3 clusters Score -913728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -913730.812500 Penalty: 2919.536377
	Iteration 24Q: 3 clusters Score -913730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -913730.687500 Penalty: 2919.536377
	Iteration 25Q: 3 clusters Score -913730.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -913734.062500 Penalty: 2919.536377
	Iteration 26Q: 3 clusters Score -913734.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -913737.562500 Penalty: 2919.536377
	Iteration 27Q: 3 clusters Score -913737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -913739.375000 Penalty: 2919.536377
	Iteration 28Q: 3 clusters Score -913739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -913740.625000 Penalty: 2919.536377
	Iteration 29Q: 3 clusters Score -913740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -913741.312500 Penalty: 2919.536377
	Iteration 30Q: 3 clusters Score -913741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -913742.437500 Penalty: 2919.536377
	Iteration 31Q: 3 clusters Score -913742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -913743.687500 Penalty: 2919.536377
	Iteration 32Q: 3 clusters Score -913743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -913743.937500 Penalty: 2919.536377
	Iteration 33Q: 3 clusters Score -913743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -913744.437500 Penalty: 2919.536377
	Iteration 34Q: 3 clusters Score -913744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -913744.062500 Penalty: 2919.536377
	Iteration 35Q: 3 clusters Score -913744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -913743.812500 Penalty: 2919.536377
	Iteration 36Q: 3 clusters Score -913743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -913744.562500 Penalty: 2919.536377
	Iteration 37Q: 3 clusters Score -913744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -913744.562500 Penalty: 2919.536377
	Iteration 38F: 3 clusters Score -913744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -944457.312500 Penalty: 1456.742310
	Iteration 0F: 2 clusters Score -944457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -938670.875000 Penalty: 2913.484619
	Iteration 0F: 3 clusters Score -938670.9 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -940517.187500 Penalty: 2913.484619
	Iteration 1F: 3 clusters Score -940517.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -940787.437500 Penalty: 2913.484619
	Iteration 2F: 3 clusters Score -940787.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -940990.562500 Penalty: 2913.484619
	Iteration 3F: 3 clusters Score -940990.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -941123.125000 Penalty: 2913.484619
	Iteration 4Q: 3 clusters Score -941123.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -941227.812500 Penalty: 2913.484619
	Iteration 5Q: 3 clusters Score -941227.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -941337.562500 Penalty: 2913.484619
	Iteration 6Q: 3 clusters Score -941337.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -941423.875000 Penalty: 2913.484619
	Iteration 7Q: 3 clusters Score -941423.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -941504.312500 Penalty: 2913.484619
	Iteration 8Q: 3 clusters Score -941504.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -941568.125000 Penalty: 2913.484619
	Iteration 9Q: 3 clusters Score -941568.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -941640.500000 Penalty: 2913.484619
	Iteration 10Q: 3 clusters Score -941640.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -941722.437500 Penalty: 2913.484619
	Iteration 11Q: 3 clusters Score -941722.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -941805.812500 Penalty: 2913.484619
	Iteration 12Q: 3 clusters Score -941805.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -941883.187500 Penalty: 2913.484619
	Iteration 13Q: 3 clusters Score -941883.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -941958.062500 Penalty: 2913.484619
	Iteration 14Q: 3 clusters Score -941958.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -942026.125000 Penalty: 2913.484619
	Iteration 15Q: 3 clusters Score -942026.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -942097.437500 Penalty: 2913.484619
	Iteration 16Q: 3 clusters Score -942097.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -942180.937500 Penalty: 2913.484619
	Iteration 17Q: 3 clusters Score -942180.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -942253.062500 Penalty: 2913.484619
	Iteration 18Q: 3 clusters Score -942253.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -942319.312500 Penalty: 2913.484619
	Iteration 19Q: 3 clusters Score -942319.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -942378.562500 Penalty: 2913.484619
	Iteration 20F: 3 clusters Score -942378.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -942439.687500 Penalty: 2913.484619
	Iteration 21Q: 3 clusters Score -942439.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -942496.750000 Penalty: 2913.484619
	Iteration 22Q: 3 clusters Score -942496.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -942551.437500 Penalty: 2913.484619
	Iteration 23Q: 3 clusters Score -942551.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -942596.000000 Penalty: 2913.484619
	Iteration 24Q: 3 clusters Score -942596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -942650.750000 Penalty: 2913.484619
	Iteration 25Q: 3 clusters Score -942650.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -942711.437500 Penalty: 2913.484619
	Iteration 26Q: 3 clusters Score -942711.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -942768.875000 Penalty: 2913.484619
	Iteration 27Q: 3 clusters Score -942768.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -942826.562500 Penalty: 2913.484619
	Iteration 28Q: 3 clusters Score -942826.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -942884.250000 Penalty: 2913.484619
	Iteration 29Q: 3 clusters Score -942884.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -942936.937500 Penalty: 2913.484619
	Iteration 30Q: 3 clusters Score -942936.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -942987.500000 Penalty: 2913.484619
	Iteration 31Q: 3 clusters Score -942987.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -943026.625000 Penalty: 2913.484619
	Iteration 32Q: 3 clusters Score -943026.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -943060.375000 Penalty: 2913.484619
	Iteration 33Q: 3 clusters Score -943060.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -943087.812500 Penalty: 2913.484619
	Iteration 34Q: 3 clusters Score -943087.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -943123.750000 Penalty: 2913.484619
	Iteration 35Q: 3 clusters Score -943123.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -943155.437500 Penalty: 2913.484619
	Iteration 36Q: 3 clusters Score -943155.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -943182.812500 Penalty: 2913.484619
	Iteration 37Q: 3 clusters Score -943182.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -943205.062500 Penalty: 2913.484619
	Iteration 38Q: 3 clusters Score -943205.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -943231.375000 Penalty: 2913.484619
	Iteration 39Q: 3 clusters Score -943231.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -943254.250000 Penalty: 2913.484619
	Iteration 40F: 3 clusters Score -943254.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -943276.312500 Penalty: 2913.484619
	Iteration 41Q: 3 clusters Score -943276.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -943292.687500 Penalty: 2913.484619
	Iteration 42Q: 3 clusters Score -943292.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -943303.000000 Penalty: 2913.484619
	Iteration 43Q: 3 clusters Score -943303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -943311.875000 Penalty: 2913.484619
	Iteration 44Q: 3 clusters Score -943311.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -943321.625000 Penalty: 2913.484619
	Iteration 45Q: 3 clusters Score -943321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -943330.875000 Penalty: 2913.484619
	Iteration 46Q: 3 clusters Score -943330.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -943338.937500 Penalty: 2913.484619
	Iteration 47Q: 3 clusters Score -943338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -943344.937500 Penalty: 2913.484619
	Iteration 48Q: 3 clusters Score -943344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -943351.875000 Penalty: 2913.484619
	Iteration 49Q: 3 clusters Score -943351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -943358.562500 Penalty: 2913.484619
	Iteration 50Q: 3 clusters Score -943358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -943360.375000 Penalty: 2913.484619
	Iteration 51Q: 3 clusters Score -943360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -943362.187500 Penalty: 2913.484619
	Iteration 52Q: 3 clusters Score -943362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -943362.687500 Penalty: 2913.484619
	Iteration 53Q: 3 clusters Score -943362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -943362.687500 Penalty: 2913.484619
	Iteration 54F: 3 clusters Score -943362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -117513.132812 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -117513.1 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 503 members 
Entering Unmasked Estep 
Score: -116046.382812 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -116046.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116434.312500 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -116434.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116614.023438 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -116614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -116748.187500 Penalty: 2263.651123
	Iteration 3F: 3 clusters Score -116748.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -116881.523438 Penalty: 2263.651123
	Iteration 4F: 3 clusters Score -116881.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117001.460938 Penalty: 2263.651123
	Iteration 5F: 3 clusters Score -117001.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117150.375000 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -117150.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117257.523438 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -117257.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117343.007812 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -117343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117421.601562 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -117421.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117522.937500 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -117522.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117644.554688 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -117644.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117819.421875 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -117819.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117935.851562 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -117935.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118012.820312 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -118012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118076.226562 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -118076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118092.539062 Penalty: 2263.651123
	Iteration 16Q: 3 clusters Score -118092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118104.898438 Penalty: 2263.651123
	Iteration 17Q: 3 clusters Score -118104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118123.593750 Penalty: 2263.651123
	Iteration 18Q: 3 clusters Score -118123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118137.828125 Penalty: 2263.651123
	Iteration 19Q: 3 clusters Score -118137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118143.648438 Penalty: 2263.651123
	Iteration 20F: 3 clusters Score -118143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118148.468750 Penalty: 2263.651123
	Iteration 21Q: 3 clusters Score -118148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118154.375000 Penalty: 2263.651123
	Iteration 22Q: 3 clusters Score -118154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118154.898438 Penalty: 2263.651123
	Iteration 23Q: 3 clusters Score -118154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118154.898438 Penalty: 2263.651123
	Iteration 24F: 3 clusters Score -118154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 515 members 
Entering Unmasked Estep 
Score: -141726592.000000 Penalty: 83940.617188
Splitting cluster 6 changes total score from -141727216.000000 to -141726592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -147477.984375 Penalty: 1166.265503
	Iteration 0F: 2 clusters Score -147478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145888.406250 Penalty: 2332.531006
	Iteration 0F: 3 clusters Score -145888.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146426.375000 Penalty: 2332.531006
	Iteration 1F: 3 clusters Score -146426.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -146686.812500 Penalty: 2332.531006
	Iteration 2F: 3 clusters Score -146686.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146922.781250 Penalty: 2332.531006
	Iteration 3F: 3 clusters Score -146922.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147075.375000 Penalty: 2332.531006
	Iteration 4F: 3 clusters Score -147075.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -147159.421875 Penalty: 2332.531006
	Iteration 5Q: 3 clusters Score -147159.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -147190.234375 Penalty: 2332.531006
	Iteration 6Q: 3 clusters Score -147190.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147206.656250 Penalty: 2332.531006
	Iteration 7Q: 3 clusters Score -147206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -147215.218750 Penalty: 2332.531006
	Iteration 8Q: 3 clusters Score -147215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147219.750000 Penalty: 2332.531006
	Iteration 9Q: 3 clusters Score -147219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147224.031250 Penalty: 2332.531006
	Iteration 10Q: 3 clusters Score -147224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147226.515625 Penalty: 2332.531006
	Iteration 11Q: 3 clusters Score -147226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -147227.265625 Penalty: 2332.531006
	Iteration 12Q: 3 clusters Score -147227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -147227.265625 Penalty: 2332.531006
	Iteration 13F: 3 clusters Score -147227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Entering Unmasked Estep 
Score: -1231524.625000 Penalty: 1496.647827
	Iteration 0F: 2 clusters Score -1231525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1224383.375000 Penalty: 2993.295654
	Iteration 0F: 3 clusters Score -1224383 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1226681.625000 Penalty: 2993.295654
	Iteration 1F: 3 clusters Score -1226682 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1226988.625000 Penalty: 2993.295654
	Iteration 2F: 3 clusters Score -1226989 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1227241.375000 Penalty: 2993.295654
	Iteration 3Q: 3 clusters Score -1227241 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1227589.750000 Penalty: 2993.295654
	Iteration 4Q: 3 clusters Score -1227590 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1227995.000000 Penalty: 2993.295654
	Iteration 5Q: 3 clusters Score -1227995 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1228329.125000 Penalty: 2993.295654
	Iteration 6Q: 3 clusters Score -1228329 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1228592.625000 Penalty: 2993.295654
	Iteration 7Q: 3 clusters Score -1228593 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1228844.500000 Penalty: 2993.295654
	Iteration 8Q: 3 clusters Score -1228844 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1229067.875000 Penalty: 2993.295654
	Iteration 9Q: 3 clusters Score -1229068 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1229278.625000 Penalty: 2993.295654
	Iteration 10Q: 3 clusters Score -1229279 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1229431.500000 Penalty: 2993.295654
	Iteration 11Q: 3 clusters Score -1229432 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1229556.750000 Penalty: 2993.295654
	Iteration 12Q: 3 clusters Score -1229557 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1229651.250000 Penalty: 2993.295654
	Iteration 13Q: 3 clusters Score -1229651 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1229743.750000 Penalty: 2993.295654
	Iteration 14Q: 3 clusters Score -1229744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1229822.875000 Penalty: 2993.295654
	Iteration 15Q: 3 clusters Score -1229823 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1229899.750000 Penalty: 2993.295654
	Iteration 16Q: 3 clusters Score -1229900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1229967.875000 Penalty: 2993.295654
	Iteration 17Q: 3 clusters Score -1229968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1230019.500000 Penalty: 2993.295654
	Iteration 18Q: 3 clusters Score -1230020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1230058.625000 Penalty: 2993.295654
	Iteration 19Q: 3 clusters Score -1230059 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1230093.625000 Penalty: 2993.295654
	Iteration 20F: 3 clusters Score -1230094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1230125.250000 Penalty: 2993.295654
	Iteration 21Q: 3 clusters Score -1230125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1230159.250000 Penalty: 2993.295654
	Iteration 22Q: 3 clusters Score -1230159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1230190.375000 Penalty: 2993.295654
	Iteration 23Q: 3 clusters Score -1230190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1230214.875000 Penalty: 2993.295654
	Iteration 24Q: 3 clusters Score -1230215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1230228.125000 Penalty: 2993.295654
	Iteration 25Q: 3 clusters Score -1230228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1230239.000000 Penalty: 2993.295654
	Iteration 26Q: 3 clusters Score -1230239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1230251.250000 Penalty: 2993.295654
	Iteration 27Q: 3 clusters Score -1230251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1230269.750000 Penalty: 2993.295654
	Iteration 28Q: 3 clusters Score -1230270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1230288.625000 Penalty: 2993.295654
	Iteration 29Q: 3 clusters Score -1230289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1230306.750000 Penalty: 2993.295654
	Iteration 30Q: 3 clusters Score -1230307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1230314.500000 Penalty: 2993.295654
	Iteration 31Q: 3 clusters Score -1230314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1230318.875000 Penalty: 2993.295654
	Iteration 32Q: 3 clusters Score -1230319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1230322.500000 Penalty: 2993.295654
	Iteration 33Q: 3 clusters Score -1230322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1230323.250000 Penalty: 2993.295654
	Iteration 34Q: 3 clusters Score -1230323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1230326.625000 Penalty: 2993.295654
	Iteration 35Q: 3 clusters Score -1230327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1230329.125000 Penalty: 2993.295654
	Iteration 36Q: 3 clusters Score -1230329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1230331.625000 Penalty: 2993.295654
	Iteration 37Q: 3 clusters Score -1230332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1230334.375000 Penalty: 2993.295654
	Iteration 38Q: 3 clusters Score -1230334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1230339.125000 Penalty: 2993.295654
	Iteration 39Q: 3 clusters Score -1230339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1230340.250000 Penalty: 2993.295654
	Iteration 40F: 3 clusters Score -1230340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1230343.000000 Penalty: 2993.295654
	Iteration 41Q: 3 clusters Score -1230343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1230342.250000 Penalty: 2993.295654
	Iteration 42Q: 3 clusters Score -1230342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1230345.500000 Penalty: 2993.295654
	Iteration 43Q: 3 clusters Score -1230346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1230346.625000 Penalty: 2993.295654
	Iteration 44Q: 3 clusters Score -1230347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1230348.500000 Penalty: 2993.295654
	Iteration 45Q: 3 clusters Score -1230348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1230349.125000 Penalty: 2993.295654
	Iteration 46Q: 3 clusters Score -1230349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1230350.875000 Penalty: 2993.295654
	Iteration 47Q: 3 clusters Score -1230351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1230355.500000 Penalty: 2993.295654
	Iteration 48Q: 3 clusters Score -1230356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1230354.250000 Penalty: 2993.295654
	Iteration 49Q: 3 clusters Score -1230354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1230354.500000 Penalty: 2993.295654
	Iteration 50Q: 3 clusters Score -1230354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1230354.125000 Penalty: 2993.295654
	Iteration 51Q: 3 clusters Score -1230354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1230355.250000 Penalty: 2993.295654
	Iteration 52Q: 3 clusters Score -1230355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1230355.000000 Penalty: 2993.295654
	Iteration 53Q: 3 clusters Score -1230355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1230357.625000 Penalty: 2993.295654
	Iteration 54Q: 3 clusters Score -1230358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1230357.625000 Penalty: 2993.295654
	Iteration 55F: 3 clusters Score -1230358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Entering Unmasked Estep 
Score: -1696221.625000 Penalty: 1549.383545
	Iteration 0F: 2 clusters Score -1696222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1686607.000000 Penalty: 3098.767090
	Iteration 0F: 3 clusters Score -1686607 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1689929.500000 Penalty: 3098.767090
	Iteration 1F: 3 clusters Score -1689930 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1690238.875000 Penalty: 3098.767090
	Iteration 2F: 3 clusters Score -1690239 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1690575.875000 Penalty: 3098.767090
	Iteration 3F: 3 clusters Score -1690576 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1691011.875000 Penalty: 3098.767090
	Iteration 4F: 3 clusters Score -1691012 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1691525.500000 Penalty: 3098.767090
	Iteration 5F: 3 clusters Score -1691526 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1692131.625000 Penalty: 3098.767090
	Iteration 6F: 3 clusters Score -1692132 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1692830.500000 Penalty: 3098.767090
	Iteration 7F: 3 clusters Score -1692830 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1693548.375000 Penalty: 3098.767090
	Iteration 8F: 3 clusters Score -1693548 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1694101.625000 Penalty: 3098.767090
	Iteration 9Q: 3 clusters Score -1694102 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1694412.125000 Penalty: 3098.767090
	Iteration 10Q: 3 clusters Score -1694412 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1694618.500000 Penalty: 3098.767090
	Iteration 11Q: 3 clusters Score -1694618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1694755.500000 Penalty: 3098.767090
	Iteration 12Q: 3 clusters Score -1694756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1694821.125000 Penalty: 3098.767090
	Iteration 13Q: 3 clusters Score -1694821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1694869.750000 Penalty: 3098.767090
	Iteration 14Q: 3 clusters Score -1694870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1694901.000000 Penalty: 3098.767090
	Iteration 15Q: 3 clusters Score -1694901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1694929.000000 Penalty: 3098.767090
	Iteration 16Q: 3 clusters Score -1694929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1694946.625000 Penalty: 3098.767090
	Iteration 17Q: 3 clusters Score -1694947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1694962.000000 Penalty: 3098.767090
	Iteration 18Q: 3 clusters Score -1694962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1694973.125000 Penalty: 3098.767090
	Iteration 19Q: 3 clusters Score -1694973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1694986.250000 Penalty: 3098.767090
	Iteration 20F: 3 clusters Score -1694986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1694992.500000 Penalty: 3098.767090
	Iteration 21Q: 3 clusters Score -1694992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1695000.750000 Penalty: 3098.767090
	Iteration 22Q: 3 clusters Score -1695001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1695005.375000 Penalty: 3098.767090
	Iteration 23Q: 3 clusters Score -1695005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1695007.000000 Penalty: 3098.767090
	Iteration 24Q: 3 clusters Score -1695007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1695010.000000 Penalty: 3098.767090
	Iteration 25Q: 3 clusters Score -1695010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1695013.875000 Penalty: 3098.767090
	Iteration 26Q: 3 clusters Score -1695014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1695016.875000 Penalty: 3098.767090
	Iteration 27Q: 3 clusters Score -1695017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1695016.875000 Penalty: 3098.767090
	Iteration 28F: 3 clusters Score -1695017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (120733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120733 members 
Entering Unmasked Estep 
Score: -15227027.000000 Penalty: 1901.467285
	Iteration 0F: 2 clusters Score -1.522703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -15149708.000000 Penalty: 3802.934570
	Iteration 0F: 3 clusters Score -1.514971e+07 nChanged 57994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -15183545.000000 Penalty: 3802.934570
	Iteration 1F: 3 clusters Score -1.518354e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -15184513.000000 Penalty: 3802.934570
	Iteration 2Q: 3 clusters Score -1.518451e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -15186051.000000 Penalty: 3802.934570
	Iteration 3Q: 3 clusters Score -1.518605e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -15188720.000000 Penalty: 3802.934570
	Iteration 4Q: 3 clusters Score -1.518872e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -15193190.000000 Penalty: 3802.934570
	Iteration 5F: 3 clusters Score -1.519319e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -15200392.000000 Penalty: 3802.934570
	Iteration 6F: 3 clusters Score -1.520039e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -15210171.000000 Penalty: 3802.934570
	Iteration 7F: 3 clusters Score -1.521017e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -15218642.000000 Penalty: 3802.934570
	Iteration 8F: 3 clusters Score -1.521864e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -15222873.000000 Penalty: 3802.934570
	Iteration 9Q: 3 clusters Score -1.522287e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 118523 members 
Entering Unmasked Estep 
Score: -15224514.000000 Penalty: 3802.934570
	Iteration 10Q: 3 clusters Score -1.522451e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -15225106.000000 Penalty: 3802.934570
	Iteration 11Q: 3 clusters Score -1.522511e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -15225356.000000 Penalty: 3802.934570
	Iteration 12Q: 3 clusters Score -1.522536e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 119812 members 
Entering Unmasked Estep 
Score: -15225482.000000 Penalty: 3802.934570
	Iteration 13Q: 3 clusters Score -1.522548e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -15225556.000000 Penalty: 3802.934570
	Iteration 14Q: 3 clusters Score -1.522556e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -15225576.000000 Penalty: 3802.934570
	Iteration 15Q: 3 clusters Score -1.522558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 119941 members 
Entering Unmasked Estep 
Score: -15225569.000000 Penalty: 3802.934570
	Iteration 16Q: 3 clusters Score -1.522557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -15225575.000000 Penalty: 3802.934570
	Iteration 17Q: 3 clusters Score -1.522558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -15225570.000000 Penalty: 3802.934570
	Iteration 18Q: 3 clusters Score -1.522557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -15225560.000000 Penalty: 3802.934570
	Iteration 19Q: 3 clusters Score -1.522556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -15225574.000000 Penalty: 3802.934570
	Iteration 20F: 3 clusters Score -1.522557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -15225579.000000 Penalty: 3802.934570
	Iteration 21Q: 3 clusters Score -1.522558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -15225583.000000 Penalty: 3802.934570
	Iteration 22Q: 3 clusters Score -1.522558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -15225586.000000 Penalty: 3802.934570
	Iteration 23Q: 3 clusters Score -1.522559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -15225588.000000 Penalty: 3802.934570
	Iteration 24Q: 3 clusters Score -1.522559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 119984 members 
Entering Unmasked Estep 
Score: -15225590.000000 Penalty: 3802.934570
	Iteration 25Q: 3 clusters Score -1.522559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 119984 members 
Entering Unmasked Estep 
Score: -15225595.000000 Penalty: 3802.934570
	Iteration 26Q: 3 clusters Score -1.52256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -15225599.000000 Penalty: 3802.934570
	Iteration 27Q: 3 clusters Score -1.52256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -15225592.000000 Penalty: 3802.934570
	Iteration 28Q: 3 clusters Score -1.522559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -15225589.000000 Penalty: 3802.934570
	Iteration 29Q: 3 clusters Score -1.522559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -15225599.000000 Penalty: 3802.934570
	Iteration 30Q: 3 clusters Score -1.52256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -15225598.000000 Penalty: 3802.934570
	Iteration 31Q: 3 clusters Score -1.52256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -15225601.000000 Penalty: 3802.934570
	Iteration 32Q: 3 clusters Score -1.52256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -15225598.000000 Penalty: 3802.934570
	Iteration 33Q: 3 clusters Score -1.52256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -15225595.000000 Penalty: 3802.934570
	Iteration 34Q: 3 clusters Score -1.52256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 119984 members 
Entering Unmasked Estep 
Score: -15225593.000000 Penalty: 3802.934570
	Iteration 35Q: 3 clusters Score -1.522559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -15225589.000000 Penalty: 3802.934570
	Iteration 36Q: 3 clusters Score -1.522559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -15225601.000000 Penalty: 3802.934570
	Iteration 37Q: 3 clusters Score -1.52256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -15225605.000000 Penalty: 3802.934570
	Iteration 38Q: 3 clusters Score -1.52256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -15225603.000000 Penalty: 3802.934570
	Iteration 39Q: 3 clusters Score -1.52256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -15225602.000000 Penalty: 3802.934570
	Iteration 40F: 3 clusters Score -1.52256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -15225613.000000 Penalty: 3802.934570
	Iteration 41Q: 3 clusters Score -1.522561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -15225609.000000 Penalty: 3802.934570
	Iteration 42Q: 3 clusters Score -1.522561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -15225611.000000 Penalty: 3802.934570
	Iteration 43Q: 3 clusters Score -1.522561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -15225613.000000 Penalty: 3802.934570
	Iteration 44Q: 3 clusters Score -1.522561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -15225621.000000 Penalty: 3802.934570
	Iteration 45Q: 3 clusters Score -1.522562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -15225615.000000 Penalty: 3802.934570
	Iteration 46Q: 3 clusters Score -1.522562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -15225615.000000 Penalty: 3802.934570
	Iteration 47Q: 3 clusters Score -1.522562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -15225616.000000 Penalty: 3802.934570
	Iteration 48Q: 3 clusters Score -1.522562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -15225624.000000 Penalty: 3802.934570
	Iteration 49Q: 3 clusters Score -1.522562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -15225622.000000 Penalty: 3802.934570
	Iteration 50Q: 3 clusters Score -1.522562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -15225622.000000 Penalty: 3802.934570
	Iteration 51F: 3 clusters Score -1.522562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -68382.976562 Penalty: 1070.923950
	Iteration 0F: 2 clusters Score -68382.98 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 382 members 
Entering Unmasked Estep 
Score: -67237.796875 Penalty: 2141.847900
	Iteration 0F: 3 clusters Score -67237.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67896.812500 Penalty: 2141.847900
	Iteration 1F: 3 clusters Score -67896.81 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68225.820312 Penalty: 2141.847900
	Iteration 2F: 3 clusters Score -68225.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68499.359375 Penalty: 2141.847900
	Iteration 3F: 3 clusters Score -68499.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68715.210938 Penalty: 2141.847900
	Iteration 4F: 3 clusters Score -68715.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68840.554688 Penalty: 2141.847900
	Iteration 5Q: 3 clusters Score -68840.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68866.593750 Penalty: 2141.847900
	Iteration 6Q: 3 clusters Score -68866.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68880.671875 Penalty: 2141.847900
	Iteration 7Q: 3 clusters Score -68880.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68885.648438 Penalty: 2141.847900
	Iteration 8Q: 3 clusters Score -68885.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68891.429688 Penalty: 2141.847900
	Iteration 9Q: 3 clusters Score -68891.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68891.429688 Penalty: 2141.847900
	Iteration 10F: 3 clusters Score -68891.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 449 members 
Entering Unmasked Estep 
Score: -141726144.000000 Penalty: 83940.617188
Splitting cluster 11 changes total score from -141727216.000000 to -141726144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (101842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Entering Unmasked Estep 
Score: -12593099.000000 Penalty: 1873.816406
	Iteration 0F: 2 clusters Score -1.25931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -12526473.000000 Penalty: 3747.632812
	Iteration 0F: 3 clusters Score -1.252647e+07 nChanged 49047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -12555432.000000 Penalty: 3747.632812
	Iteration 1F: 3 clusters Score -1.255543e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -12557181.000000 Penalty: 3747.632812
	Iteration 2Q: 3 clusters Score -1.255718e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -12559587.000000 Penalty: 3747.632812
	Iteration 3F: 3 clusters Score -1.255959e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -12562933.000000 Penalty: 3747.632812
	Iteration 4F: 3 clusters Score -1.256293e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -12566871.000000 Penalty: 3747.632812
	Iteration 5F: 3 clusters Score -1.256687e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -12571027.000000 Penalty: 3747.632812
	Iteration 6F: 3 clusters Score -1.257103e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -12575274.000000 Penalty: 3747.632812
	Iteration 7F: 3 clusters Score -1.257527e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -12579400.000000 Penalty: 3747.632812
	Iteration 8F: 3 clusters Score -1.25794e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -12582904.000000 Penalty: 3747.632812
	Iteration 9Q: 3 clusters Score -1.25829e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -12585486.000000 Penalty: 3747.632812
	Iteration 10Q: 3 clusters Score -1.258549e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -12587398.000000 Penalty: 3747.632812
	Iteration 11Q: 3 clusters Score -1.25874e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -12588470.000000 Penalty: 3747.632812
	Iteration 12Q: 3 clusters Score -1.258847e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -12589240.000000 Penalty: 3747.632812
	Iteration 13Q: 3 clusters Score -1.258924e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -12589668.000000 Penalty: 3747.632812
	Iteration 14Q: 3 clusters Score -1.258967e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -12590045.000000 Penalty: 3747.632812
	Iteration 15Q: 3 clusters Score -1.259004e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -12590385.000000 Penalty: 3747.632812
	Iteration 16Q: 3 clusters Score -1.259038e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -12590688.000000 Penalty: 3747.632812
	Iteration 17Q: 3 clusters Score -1.259069e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -12590899.000000 Penalty: 3747.632812
	Iteration 18Q: 3 clusters Score -1.25909e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -12591124.000000 Penalty: 3747.632812
	Iteration 19Q: 3 clusters Score -1.259112e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -12591318.000000 Penalty: 3747.632812
	Iteration 20F: 3 clusters Score -1.259132e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -12591431.000000 Penalty: 3747.632812
	Iteration 21Q: 3 clusters Score -1.259143e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -12591525.000000 Penalty: 3747.632812
	Iteration 22Q: 3 clusters Score -1.259152e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -12591596.000000 Penalty: 3747.632812
	Iteration 23Q: 3 clusters Score -1.25916e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98749 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -12591656.000000 Penalty: 3747.632812
	Iteration 24Q: 3 clusters Score -1.259166e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -12591741.000000 Penalty: 3747.632812
	Iteration 25Q: 3 clusters Score -1.259174e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -12591787.000000 Penalty: 3747.632812
	Iteration 26Q: 3 clusters Score -1.259179e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -12591834.000000 Penalty: 3747.632812
	Iteration 27Q: 3 clusters Score -1.259183e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12591860.000000 Penalty: 3747.632812
	Iteration 28Q: 3 clusters Score -1.259186e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -12591901.000000 Penalty: 3747.632812
	Iteration 29Q: 3 clusters Score -1.25919e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99697 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12591920.000000 Penalty: 3747.632812
	Iteration 30Q: 3 clusters Score -1.259192e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12591939.000000 Penalty: 3747.632812
	Iteration 31Q: 3 clusters Score -1.259194e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -12591943.000000 Penalty: 3747.632812
	Iteration 32Q: 3 clusters Score -1.259194e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12591977.000000 Penalty: 3747.632812
	Iteration 33Q: 3 clusters Score -1.259198e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100064 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12592010.000000 Penalty: 3747.632812
	Iteration 34Q: 3 clusters Score -1.259201e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -12592035.000000 Penalty: 3747.632812
	Iteration 35Q: 3 clusters Score -1.259204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12592044.000000 Penalty: 3747.632812
	Iteration 36Q: 3 clusters Score -1.259204e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -12592046.000000 Penalty: 3747.632812
	Iteration 37Q: 3 clusters Score -1.259205e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100282 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12592050.000000 Penalty: 3747.632812
	Iteration 38Q: 3 clusters Score -1.259205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12592057.000000 Penalty: 3747.632812
	Iteration 39Q: 3 clusters Score -1.259206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12592054.000000 Penalty: 3747.632812
	Iteration 40F: 3 clusters Score -1.259205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100396 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12592103.000000 Penalty: 3747.632812
	Iteration 41Q: 3 clusters Score -1.25921e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12592114.000000 Penalty: 3747.632812
	Iteration 42Q: 3 clusters Score -1.259211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12592106.000000 Penalty: 3747.632812
	Iteration 43Q: 3 clusters Score -1.259211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12592112.000000 Penalty: 3747.632812
	Iteration 44Q: 3 clusters Score -1.259211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12592125.000000 Penalty: 3747.632812
	Iteration 45Q: 3 clusters Score -1.259212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -12592141.000000 Penalty: 3747.632812
	Iteration 46Q: 3 clusters Score -1.259214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12592163.000000 Penalty: 3747.632812
	Iteration 47Q: 3 clusters Score -1.259216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12592162.000000 Penalty: 3747.632812
	Iteration 48Q: 3 clusters Score -1.259216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12592166.000000 Penalty: 3747.632812
	Iteration 49Q: 3 clusters Score -1.259217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12592171.000000 Penalty: 3747.632812
	Iteration 50Q: 3 clusters Score -1.259217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12592179.000000 Penalty: 3747.632812
	Iteration 51Q: 3 clusters Score -1.259218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12592191.000000 Penalty: 3747.632812
	Iteration 52Q: 3 clusters Score -1.259219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12592213.000000 Penalty: 3747.632812
	Iteration 53Q: 3 clusters Score -1.259221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -12592236.000000 Penalty: 3747.632812
	Iteration 54Q: 3 clusters Score -1.259224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12592249.000000 Penalty: 3747.632812
	Iteration 55Q: 3 clusters Score -1.259225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12592263.000000 Penalty: 3747.632812
	Iteration 56Q: 3 clusters Score -1.259226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12592275.000000 Penalty: 3747.632812
	Iteration 57Q: 3 clusters Score -1.259228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12592268.000000 Penalty: 3747.632812
	Iteration 58Q: 3 clusters Score -1.259227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12592290.000000 Penalty: 3747.632812
	Iteration 59Q: 3 clusters Score -1.259229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12592297.000000 Penalty: 3747.632812
	Iteration 60F: 3 clusters Score -1.25923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12592297.000000 Penalty: 3747.632812
	Iteration 61Q: 3 clusters Score -1.25923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12592300.000000 Penalty: 3747.632812
	Iteration 62Q: 3 clusters Score -1.25923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12592302.000000 Penalty: 3747.632812
	Iteration 63Q: 3 clusters Score -1.25923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12592292.000000 Penalty: 3747.632812
	Iteration 64Q: 3 clusters Score -1.259229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12592307.000000 Penalty: 3747.632812
	Iteration 65Q: 3 clusters Score -1.259231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12592311.000000 Penalty: 3747.632812
	Iteration 66Q: 3 clusters Score -1.259231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12592306.000000 Penalty: 3747.632812
	Iteration 67Q: 3 clusters Score -1.259231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12592306.000000 Penalty: 3747.632812
	Iteration 68F: 3 clusters Score -1.259231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Entering Unmasked Estep 
Score: -957947.437500 Penalty: 1454.060669
	Iteration 0F: 2 clusters Score -957947.4 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 3857 members 
Entering Unmasked Estep 
Score: -952149.187500 Penalty: 2908.121338
	Iteration 0F: 3 clusters Score -952149.2 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -953841.250000 Penalty: 2908.121338
	Iteration 1F: 3 clusters Score -953841.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -954049.375000 Penalty: 2908.121338
	Iteration 2F: 3 clusters Score -954049.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -954211.250000 Penalty: 2908.121338
	Iteration 3Q: 3 clusters Score -954211.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -954347.000000 Penalty: 2908.121338
	Iteration 4Q: 3 clusters Score -954347 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -954476.187500 Penalty: 2908.121338
	Iteration 5Q: 3 clusters Score -954476.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -954612.312500 Penalty: 2908.121338
	Iteration 6Q: 3 clusters Score -954612.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -954759.625000 Penalty: 2908.121338
	Iteration 7Q: 3 clusters Score -954759.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -954907.187500 Penalty: 2908.121338
	Iteration 8Q: 3 clusters Score -954907.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -955091.000000 Penalty: 2908.121338
	Iteration 9Q: 3 clusters Score -955091 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -955303.500000 Penalty: 2908.121338
	Iteration 10Q: 3 clusters Score -955303.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -955512.437500 Penalty: 2908.121338
	Iteration 11Q: 3 clusters Score -955512.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -955751.937500 Penalty: 2908.121338
	Iteration 12Q: 3 clusters Score -955751.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -955978.562500 Penalty: 2908.121338
	Iteration 13Q: 3 clusters Score -955978.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -956152.375000 Penalty: 2908.121338
	Iteration 14Q: 3 clusters Score -956152.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -956287.375000 Penalty: 2908.121338
	Iteration 15Q: 3 clusters Score -956287.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -956393.375000 Penalty: 2908.121338
	Iteration 16Q: 3 clusters Score -956393.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -956468.187500 Penalty: 2908.121338
	Iteration 17Q: 3 clusters Score -956468.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -956534.062500 Penalty: 2908.121338
	Iteration 18Q: 3 clusters Score -956534.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -956574.625000 Penalty: 2908.121338
	Iteration 19Q: 3 clusters Score -956574.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -956609.000000 Penalty: 2908.121338
	Iteration 20F: 3 clusters Score -956609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -956633.437500 Penalty: 2908.121338
	Iteration 21Q: 3 clusters Score -956633.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -956655.937500 Penalty: 2908.121338
	Iteration 22Q: 3 clusters Score -956655.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -956674.125000 Penalty: 2908.121338
	Iteration 23Q: 3 clusters Score -956674.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -956686.687500 Penalty: 2908.121338
	Iteration 24Q: 3 clusters Score -956686.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -956696.812500 Penalty: 2908.121338
	Iteration 25Q: 3 clusters Score -956696.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -956704.625000 Penalty: 2908.121338
	Iteration 26Q: 3 clusters Score -956704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -956710.312500 Penalty: 2908.121338
	Iteration 27Q: 3 clusters Score -956710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -956713.187500 Penalty: 2908.121338
	Iteration 28Q: 3 clusters Score -956713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -956715.062500 Penalty: 2908.121338
	Iteration 29Q: 3 clusters Score -956715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -956718.062500 Penalty: 2908.121338
	Iteration 30Q: 3 clusters Score -956718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -956718.062500 Penalty: 2908.121338
	Iteration 31F: 3 clusters Score -956718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -854129.625000 Penalty: 1441.801880
	Iteration 0F: 2 clusters Score -854129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -848791.187500 Penalty: 2883.603760
	Iteration 0F: 3 clusters Score -848791.2 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -850842.187500 Penalty: 2883.603760
	Iteration 1F: 3 clusters Score -850842.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -851703.500000 Penalty: 2883.603760
	Iteration 2F: 3 clusters Score -851703.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -852690.062500 Penalty: 2883.603760
	Iteration 3F: 3 clusters Score -852690.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -853475.687500 Penalty: 2883.603760
	Iteration 4F: 3 clusters Score -853475.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -853904.500000 Penalty: 2883.603760
	Iteration 5F: 3 clusters Score -853904.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -854099.125000 Penalty: 2883.603760
	Iteration 6Q: 3 clusters Score -854099.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -854177.875000 Penalty: 2883.603760
	Iteration 7Q: 3 clusters Score -854177.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -854214.062500 Penalty: 2883.603760
	Iteration 8Q: 3 clusters Score -854214.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -854235.562500 Penalty: 2883.603760
	Iteration 9Q: 3 clusters Score -854235.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -854248.125000 Penalty: 2883.603760
	Iteration 10Q: 3 clusters Score -854248.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -854258.875000 Penalty: 2883.603760
	Iteration 11Q: 3 clusters Score -854258.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -854269.250000 Penalty: 2883.603760
	Iteration 12Q: 3 clusters Score -854269.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -854275.187500 Penalty: 2883.603760
	Iteration 13Q: 3 clusters Score -854275.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -854281.687500 Penalty: 2883.603760
	Iteration 14Q: 3 clusters Score -854281.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -854289.187500 Penalty: 2883.603760
	Iteration 15Q: 3 clusters Score -854289.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -854294.812500 Penalty: 2883.603760
	Iteration 16Q: 3 clusters Score -854294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -854296.687500 Penalty: 2883.603760
	Iteration 17Q: 3 clusters Score -854296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -854301.062500 Penalty: 2883.603760
	Iteration 18Q: 3 clusters Score -854301.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -854302.187500 Penalty: 2883.603760
	Iteration 19Q: 3 clusters Score -854302.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -854306.125000 Penalty: 2883.603760
	Iteration 20F: 3 clusters Score -854306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -854306.437500 Penalty: 2883.603760
	Iteration 21Q: 3 clusters Score -854306.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -854311.375000 Penalty: 2883.603760
	Iteration 22Q: 3 clusters Score -854311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -854310.812500 Penalty: 2883.603760
	Iteration 23Q: 3 clusters Score -854310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -854312.625000 Penalty: 2883.603760
	Iteration 24Q: 3 clusters Score -854312.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -854314.000000 Penalty: 2883.603760
	Iteration 25Q: 3 clusters Score -854314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -854315.375000 Penalty: 2883.603760
	Iteration 26Q: 3 clusters Score -854315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -854317.812500 Penalty: 2883.603760
	Iteration 27Q: 3 clusters Score -854317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -854320.375000 Penalty: 2883.603760
	Iteration 28Q: 3 clusters Score -854320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -854321.562500 Penalty: 2883.603760
	Iteration 29Q: 3 clusters Score -854321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -854322.687500 Penalty: 2883.603760
	Iteration 30Q: 3 clusters Score -854322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -854322.687500 Penalty: 2883.603760
	Iteration 31F: 3 clusters Score -854322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 5994 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 1140 members 
Entering Unmasked Estep 
Score: -141725888.000000 Penalty: 83940.617188
Splitting cluster 14 changes total score from -141727216.000000 to -141725888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (9505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Entering Unmasked Estep 
Score: -1158300.750000 Penalty: 1488.430664
	Iteration 0F: 2 clusters Score -1158301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1151468.000000 Penalty: 2976.861328
	Iteration 0F: 3 clusters Score -1151468 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1153993.875000 Penalty: 2976.861328
	Iteration 1F: 3 clusters Score -1153994 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1154440.250000 Penalty: 2976.861328
	Iteration 2F: 3 clusters Score -1154440 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1154874.125000 Penalty: 2976.861328
	Iteration 3F: 3 clusters Score -1154874 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1155321.375000 Penalty: 2976.861328
	Iteration 4F: 3 clusters Score -1155321 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1155732.375000 Penalty: 2976.861328
	Iteration 5F: 3 clusters Score -1155732 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1156095.250000 Penalty: 2976.861328
	Iteration 6F: 3 clusters Score -1156095 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1156439.500000 Penalty: 2976.861328
	Iteration 7Q: 3 clusters Score -1156440 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1156717.875000 Penalty: 2976.861328
	Iteration 8Q: 3 clusters Score -1156718 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1156913.375000 Penalty: 2976.861328
	Iteration 9Q: 3 clusters Score -1156913 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1157057.875000 Penalty: 2976.861328
	Iteration 10Q: 3 clusters Score -1157058 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1157174.500000 Penalty: 2976.861328
	Iteration 11Q: 3 clusters Score -1157174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1157269.250000 Penalty: 2976.861328
	Iteration 12Q: 3 clusters Score -1157269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1157343.875000 Penalty: 2976.861328
	Iteration 13Q: 3 clusters Score -1157344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1157408.750000 Penalty: 2976.861328
	Iteration 14Q: 3 clusters Score -1157409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1157463.750000 Penalty: 2976.861328
	Iteration 15Q: 3 clusters Score -1157464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1157514.000000 Penalty: 2976.861328
	Iteration 16Q: 3 clusters Score -1157514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1157581.000000 Penalty: 2976.861328
	Iteration 17Q: 3 clusters Score -1157581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1157658.625000 Penalty: 2976.861328
	Iteration 18Q: 3 clusters Score -1157659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1157703.375000 Penalty: 2976.861328
	Iteration 19Q: 3 clusters Score -1157703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1157742.000000 Penalty: 2976.861328
	Iteration 20F: 3 clusters Score -1157742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1157764.250000 Penalty: 2976.861328
	Iteration 21Q: 3 clusters Score -1157764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1157779.750000 Penalty: 2976.861328
	Iteration 22Q: 3 clusters Score -1157780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1157792.000000 Penalty: 2976.861328
	Iteration 23Q: 3 clusters Score -1157792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1157796.625000 Penalty: 2976.861328
	Iteration 24Q: 3 clusters Score -1157797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1157798.875000 Penalty: 2976.861328
	Iteration 25Q: 3 clusters Score -1157799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1157800.750000 Penalty: 2976.861328
	Iteration 26Q: 3 clusters Score -1157801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1157804.500000 Penalty: 2976.861328
	Iteration 27Q: 3 clusters Score -1157804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1157810.500000 Penalty: 2976.861328
	Iteration 28Q: 3 clusters Score -1157810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1157812.000000 Penalty: 2976.861328
	Iteration 29Q: 3 clusters Score -1157812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1157811.250000 Penalty: 2976.861328
	Iteration 30Q: 3 clusters Score -1157811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1157811.375000 Penalty: 2976.861328
	Iteration 31Q: 3 clusters Score -1157811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1157812.875000 Penalty: 2976.861328
	Iteration 32Q: 3 clusters Score -1157813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1157812.250000 Penalty: 2976.861328
	Iteration 33Q: 3 clusters Score -1157812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1157812.250000 Penalty: 2976.861328
	Iteration 34F: 3 clusters Score -1157812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Entering Unmasked Estep 
Score: -17134546.000000 Penalty: 1920.264893
	Iteration 0F: 2 clusters Score -1.713455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -17054970.000000 Penalty: 3840.529785
	Iteration 0F: 3 clusters Score -1.705497e+07 nChanged 65183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -17092562.000000 Penalty: 3840.529785
	Iteration 1F: 3 clusters Score -1.709256e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -17093342.000000 Penalty: 3840.529785
	Iteration 2Q: 3 clusters Score -1.709334e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -17093990.000000 Penalty: 3840.529785
	Iteration 3Q: 3 clusters Score -1.709399e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -17094862.000000 Penalty: 3840.529785
	Iteration 4Q: 3 clusters Score -1.709486e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -17096204.000000 Penalty: 3840.529785
	Iteration 5Q: 3 clusters Score -1.70962e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -17098402.000000 Penalty: 3840.529785
	Iteration 6Q: 3 clusters Score -1.70984e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -17102216.000000 Penalty: 3840.529785
	Iteration 7F: 3 clusters Score -1.710222e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -17107940.000000 Penalty: 3840.529785
	Iteration 8F: 3 clusters Score -1.710794e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -17114976.000000 Penalty: 3840.529785
	Iteration 9F: 3 clusters Score -1.711498e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -17121454.000000 Penalty: 3840.529785
	Iteration 10F: 3 clusters Score -1.712145e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -17125486.000000 Penalty: 3840.529785
	Iteration 11F: 3 clusters Score -1.712549e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -17127282.000000 Penalty: 3840.529785
	Iteration 12Q: 3 clusters Score -1.712728e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -17128134.000000 Penalty: 3840.529785
	Iteration 13Q: 3 clusters Score -1.712813e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -17128840.000000 Penalty: 3840.529785
	Iteration 14Q: 3 clusters Score -1.712884e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
Score: -17129498.000000 Penalty: 3840.529785
	Iteration 15Q: 3 clusters Score -1.71295e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -17129996.000000 Penalty: 3840.529785
	Iteration 16Q: 3 clusters Score -1.713e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -17130496.000000 Penalty: 3840.529785
	Iteration 17Q: 3 clusters Score -1.71305e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -17130846.000000 Penalty: 3840.529785
	Iteration 18Q: 3 clusters Score -1.713085e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -17131290.000000 Penalty: 3840.529785
	Iteration 19Q: 3 clusters Score -1.713129e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -17131676.000000 Penalty: 3840.529785
	Iteration 20F: 3 clusters Score -1.713168e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -17132086.000000 Penalty: 3840.529785
	Iteration 21Q: 3 clusters Score -1.713209e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -17132394.000000 Penalty: 3840.529785
	Iteration 22Q: 3 clusters Score -1.713239e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -17132818.000000 Penalty: 3840.529785
	Iteration 23Q: 3 clusters Score -1.713282e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -17133118.000000 Penalty: 3840.529785
	Iteration 24Q: 3 clusters Score -1.713312e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -17133414.000000 Penalty: 3840.529785
	Iteration 25Q: 3 clusters Score -1.713341e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -17133782.000000 Penalty: 3840.529785
	Iteration 26Q: 3 clusters Score -1.713378e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -17134086.000000 Penalty: 3840.529785
	Iteration 27Q: 3 clusters Score -1.713409e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -17134452.000000 Penalty: 3840.529785
	Iteration 28Q: 3 clusters Score -1.713445e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -17134764.000000 Penalty: 3840.529785
	Iteration 29Q: 3 clusters Score -1.713476e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -17134978.000000 Penalty: 3840.529785
	Iteration 30Q: 3 clusters Score -1.713498e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -17135144.000000 Penalty: 3840.529785
	Iteration 31Q: 3 clusters Score -1.713514e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -17135272.000000 Penalty: 3840.529785
	Iteration 32Q: 3 clusters Score -1.713527e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -17135406.000000 Penalty: 3840.529785
	Iteration 33Q: 3 clusters Score -1.713541e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 116507 members 
Entering Unmasked Estep 
Score: -17135158.000000 Penalty: 3840.529785
	Iteration 34Q: 3 clusters Score -1.713516e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -17134992.000000 Penalty: 3840.529785
	Iteration 35Q: 3 clusters Score -1.713499e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 119880 members 
Entering Unmasked Estep 
Score: -17134830.000000 Penalty: 3840.529785
	Iteration 36Q: 3 clusters Score -1.713483e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 121406 members 
Entering Unmasked Estep 
Score: -17134700.000000 Penalty: 3840.529785
	Iteration 37Q: 3 clusters Score -1.71347e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 122810 members 
Entering Unmasked Estep 
Score: -17134526.000000 Penalty: 3840.529785
	Iteration 38Q: 3 clusters Score -1.713453e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 124077 members 
Entering Unmasked Estep 
Score: -17134212.000000 Penalty: 3840.529785
	Iteration 39Q: 3 clusters Score -1.713421e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 125231 members 
Entering Unmasked Estep 
Score: -17134070.000000 Penalty: 3840.529785
	Iteration 40F: 3 clusters Score -1.713407e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 126282 members 
Entering Unmasked Estep 
Score: -17133846.000000 Penalty: 3840.529785
	Iteration 41Q: 3 clusters Score -1.713385e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 127230 members 
Entering Unmasked Estep 
Score: -17133806.000000 Penalty: 3840.529785
	Iteration 42Q: 3 clusters Score -1.713381e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -17133802.000000 Penalty: 3840.529785
	Iteration 43Q: 3 clusters Score -1.71338e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 128871 members 
Entering Unmasked Estep 
Score: -17133710.000000 Penalty: 3840.529785
	Iteration 44Q: 3 clusters Score -1.713371e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 129608 members 
Entering Unmasked Estep 
Score: -17133640.000000 Penalty: 3840.529785
	Iteration 45Q: 3 clusters Score -1.713364e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -17133582.000000 Penalty: 3840.529785
	Iteration 46Q: 3 clusters Score -1.713358e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -17133510.000000 Penalty: 3840.529785
	Iteration 47Q: 3 clusters Score -1.713351e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 131333 members 
Entering Unmasked Estep 
Score: -17133480.000000 Penalty: 3840.529785
	Iteration 48Q: 3 clusters Score -1.713348e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 131733 members 
Entering Unmasked Estep 
Score: -17133436.000000 Penalty: 3840.529785
	Iteration 49Q: 3 clusters Score -1.713344e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -17133432.000000 Penalty: 3840.529785
	Iteration 50Q: 3 clusters Score -1.713343e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -17133414.000000 Penalty: 3840.529785
	Iteration 51Q: 3 clusters Score -1.713341e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 132727 members 
Entering Unmasked Estep 
Score: -17133402.000000 Penalty: 3840.529785
	Iteration 52Q: 3 clusters Score -1.71334e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -17133396.000000 Penalty: 3840.529785
	Iteration 53Q: 3 clusters Score -1.71334e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -17133340.000000 Penalty: 3840.529785
	Iteration 54Q: 3 clusters Score -1.713334e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 133425 members 
Entering Unmasked Estep 
Score: -17133310.000000 Penalty: 3840.529785
	Iteration 55Q: 3 clusters Score -1.713331e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 133603 members 
Entering Unmasked Estep 
Score: -17133228.000000 Penalty: 3840.529785
	Iteration 56Q: 3 clusters Score -1.713323e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -17133240.000000 Penalty: 3840.529785
	Iteration 57Q: 3 clusters Score -1.713324e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 133886 members 
Entering Unmasked Estep 
Score: -17133246.000000 Penalty: 3840.529785
	Iteration 58Q: 3 clusters Score -1.713325e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 133981 members 
Entering Unmasked Estep 
Score: -17133236.000000 Penalty: 3840.529785
	Iteration 59Q: 3 clusters Score -1.713324e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -17133230.000000 Penalty: 3840.529785
	Iteration 60F: 3 clusters Score -1.713323e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 134147 members 
Entering Unmasked Estep 
Score: -17133212.000000 Penalty: 3840.529785
	Iteration 61Q: 3 clusters Score -1.713321e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 134218 members 
Entering Unmasked Estep 
Score: -17133220.000000 Penalty: 3840.529785
	Iteration 62Q: 3 clusters Score -1.713322e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 134272 members 
Entering Unmasked Estep 
Score: -17133220.000000 Penalty: 3840.529785
	Iteration 63Q: 3 clusters Score -1.713322e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 134317 members 
Entering Unmasked Estep 
Score: -17133202.000000 Penalty: 3840.529785
	Iteration 64Q: 3 clusters Score -1.71332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 134351 members 
Entering Unmasked Estep 
Score: -17133196.000000 Penalty: 3840.529785
	Iteration 65Q: 3 clusters Score -1.71332e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 134388 members 
Entering Unmasked Estep 
Score: -17133194.000000 Penalty: 3840.529785
	Iteration 66Q: 3 clusters Score -1.713319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 134424 members 
Entering Unmasked Estep 
Score: -17133174.000000 Penalty: 3840.529785
	Iteration 67Q: 3 clusters Score -1.713317e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 134461 members 
Entering Unmasked Estep 
Score: -17133198.000000 Penalty: 3840.529785
	Iteration 68Q: 3 clusters Score -1.71332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 134491 members 
Entering Unmasked Estep 
Score: -17133186.000000 Penalty: 3840.529785
	Iteration 69Q: 3 clusters Score -1.713319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -17133190.000000 Penalty: 3840.529785
	Iteration 70Q: 3 clusters Score -1.713319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -17133220.000000 Penalty: 3840.529785
	Iteration 71Q: 3 clusters Score -1.713322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -17133218.000000 Penalty: 3840.529785
	Iteration 72Q: 3 clusters Score -1.713322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 134568 members 
Entering Unmasked Estep 
Score: -17133214.000000 Penalty: 3840.529785
	Iteration 73Q: 3 clusters Score -1.713321e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 134587 members 
Entering Unmasked Estep 
Score: -17133222.000000 Penalty: 3840.529785
	Iteration 74Q: 3 clusters Score -1.713322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 134604 members 
Entering Unmasked Estep 
Score: -17133236.000000 Penalty: 3840.529785
	Iteration 75Q: 3 clusters Score -1.713324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 134617 members 
Entering Unmasked Estep 
Score: -17133246.000000 Penalty: 3840.529785
	Iteration 76Q: 3 clusters Score -1.713325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 134625 members 
Entering Unmasked Estep 
Score: -17133234.000000 Penalty: 3840.529785
	Iteration 77Q: 3 clusters Score -1.713323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 134638 members 
Entering Unmasked Estep 
Score: -17133228.000000 Penalty: 3840.529785
	Iteration 78Q: 3 clusters Score -1.713323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -17133216.000000 Penalty: 3840.529785
	Iteration 79Q: 3 clusters Score -1.713322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 134660 members 
Entering Unmasked Estep 
Score: -17133212.000000 Penalty: 3840.529785
	Iteration 80F: 3 clusters Score -1.713321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 134667 members 
Entering Unmasked Estep 
Score: -17133228.000000 Penalty: 3840.529785
	Iteration 81Q: 3 clusters Score -1.713323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 134672 members 
Entering Unmasked Estep 
Score: -17133218.000000 Penalty: 3840.529785
	Iteration 82Q: 3 clusters Score -1.713322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 134681 members 
Entering Unmasked Estep 
Score: -17133210.000000 Penalty: 3840.529785
	Iteration 83Q: 3 clusters Score -1.713321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -17133210.000000 Penalty: 3840.529785
	Iteration 84Q: 3 clusters Score -1.713321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -17133216.000000 Penalty: 3840.529785
	Iteration 85Q: 3 clusters Score -1.713322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -17133216.000000 Penalty: 3840.529785
	Iteration 86Q: 3 clusters Score -1.713322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -17133218.000000 Penalty: 3840.529785
	Iteration 87Q: 3 clusters Score -1.713322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -17133218.000000 Penalty: 3840.529785
	Iteration 88F: 3 clusters Score -1.713322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -856804.750000 Penalty: 1443.523926
	Iteration 0F: 2 clusters Score -856804.8 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 3596 members 
Entering Unmasked Estep 
Score: -851423.750000 Penalty: 2887.047852
	Iteration 0F: 3 clusters Score -851423.8 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -853071.125000 Penalty: 2887.047852
	Iteration 1F: 3 clusters Score -853071.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -853280.250000 Penalty: 2887.047852
	Iteration 2F: 3 clusters Score -853280.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -853463.500000 Penalty: 2887.047852
	Iteration 3F: 3 clusters Score -853463.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -853661.562500 Penalty: 2887.047852
	Iteration 4Q: 3 clusters Score -853661.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -853853.875000 Penalty: 2887.047852
	Iteration 5Q: 3 clusters Score -853853.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -854076.750000 Penalty: 2887.047852
	Iteration 6Q: 3 clusters Score -854076.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -854363.937500 Penalty: 2887.047852
	Iteration 7F: 3 clusters Score -854363.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -854722.125000 Penalty: 2887.047852
	Iteration 8F: 3 clusters Score -854722.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -855084.437500 Penalty: 2887.047852
	Iteration 9F: 3 clusters Score -855084.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -855386.375000 Penalty: 2887.047852
	Iteration 10Q: 3 clusters Score -855386.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -855542.937500 Penalty: 2887.047852
	Iteration 11Q: 3 clusters Score -855542.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -855595.625000 Penalty: 2887.047852
	Iteration 12Q: 3 clusters Score -855595.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -855629.812500 Penalty: 2887.047852
	Iteration 13Q: 3 clusters Score -855629.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -855652.687500 Penalty: 2887.047852
	Iteration 14Q: 3 clusters Score -855652.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -855671.125000 Penalty: 2887.047852
	Iteration 15Q: 3 clusters Score -855671.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -855687.562500 Penalty: 2887.047852
	Iteration 16Q: 3 clusters Score -855687.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -855702.125000 Penalty: 2887.047852
	Iteration 17Q: 3 clusters Score -855702.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -855716.625000 Penalty: 2887.047852
	Iteration 18Q: 3 clusters Score -855716.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -855732.625000 Penalty: 2887.047852
	Iteration 19Q: 3 clusters Score -855732.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -855748.875000 Penalty: 2887.047852
	Iteration 20F: 3 clusters Score -855748.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -855757.875000 Penalty: 2887.047852
	Iteration 21Q: 3 clusters Score -855757.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -855767.625000 Penalty: 2887.047852
	Iteration 22Q: 3 clusters Score -855767.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -855773.187500 Penalty: 2887.047852
	Iteration 23Q: 3 clusters Score -855773.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -855777.750000 Penalty: 2887.047852
	Iteration 24Q: 3 clusters Score -855777.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -855782.312500 Penalty: 2887.047852
	Iteration 25Q: 3 clusters Score -855782.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -855786.375000 Penalty: 2887.047852
	Iteration 26Q: 3 clusters Score -855786.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -855786.312500 Penalty: 2887.047852
	Iteration 27Q: 3 clusters Score -855786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -855788.375000 Penalty: 2887.047852
	Iteration 28Q: 3 clusters Score -855788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -855787.750000 Penalty: 2887.047852
	Iteration 29Q: 3 clusters Score -855787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -855791.250000 Penalty: 2887.047852
	Iteration 30Q: 3 clusters Score -855791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -855794.500000 Penalty: 2887.047852
	Iteration 31Q: 3 clusters Score -855794.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -855797.812500 Penalty: 2887.047852
	Iteration 32Q: 3 clusters Score -855797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -855798.437500 Penalty: 2887.047852
	Iteration 33Q: 3 clusters Score -855798.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -855799.062500 Penalty: 2887.047852
	Iteration 34Q: 3 clusters Score -855799.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -855805.187500 Penalty: 2887.047852
	Iteration 35Q: 3 clusters Score -855805.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -855806.687500 Penalty: 2887.047852
	Iteration 36Q: 3 clusters Score -855806.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -855809.375000 Penalty: 2887.047852
	Iteration 37Q: 3 clusters Score -855809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -855811.812500 Penalty: 2887.047852
	Iteration 38Q: 3 clusters Score -855811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -855812.750000 Penalty: 2887.047852
	Iteration 39Q: 3 clusters Score -855812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -855815.812500 Penalty: 2887.047852
	Iteration 40F: 3 clusters Score -855815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -855816.437500 Penalty: 2887.047852
	Iteration 41Q: 3 clusters Score -855816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -855820.000000 Penalty: 2887.047852
	Iteration 42Q: 3 clusters Score -855820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -855821.375000 Penalty: 2887.047852
	Iteration 43Q: 3 clusters Score -855821.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -855821.250000 Penalty: 2887.047852
	Iteration 44Q: 3 clusters Score -855821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -855825.250000 Penalty: 2887.047852
	Iteration 45Q: 3 clusters Score -855825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -855825.562500 Penalty: 2887.047852
	Iteration 46Q: 3 clusters Score -855825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -855826.937500 Penalty: 2887.047852
	Iteration 47Q: 3 clusters Score -855826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -855825.562500 Penalty: 2887.047852
	Iteration 48Q: 3 clusters Score -855825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -855825.562500 Penalty: 2887.047852
	Iteration 49Q: 3 clusters Score -855825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -855826.187500 Penalty: 2887.047852
	Iteration 50Q: 3 clusters Score -855826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -855826.187500 Penalty: 2887.047852
	Iteration 51F: 3 clusters Score -855826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Entering Unmasked Estep 
Score: -2214467.750000 Penalty: 1592.367065
	Iteration 0F: 2 clusters Score -2214468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2202045.000000 Penalty: 3184.734131
	Iteration 0F: 3 clusters Score -2202045 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2206467.000000 Penalty: 3184.734131
	Iteration 1F: 3 clusters Score -2206467 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2206805.500000 Penalty: 3184.734131
	Iteration 2F: 3 clusters Score -2206806 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2207139.250000 Penalty: 3184.734131
	Iteration 3Q: 3 clusters Score -2207139 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2207468.000000 Penalty: 3184.734131
	Iteration 4Q: 3 clusters Score -2207468 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2207812.250000 Penalty: 3184.734131
	Iteration 5Q: 3 clusters Score -2207812 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2208206.750000 Penalty: 3184.734131
	Iteration 6Q: 3 clusters Score -2208207 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2208593.000000 Penalty: 3184.734131
	Iteration 7Q: 3 clusters Score -2208593 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2208958.000000 Penalty: 3184.734131
	Iteration 8Q: 3 clusters Score -2208958 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2209314.250000 Penalty: 3184.734131
	Iteration 9Q: 3 clusters Score -2209314 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2209646.250000 Penalty: 3184.734131
	Iteration 10Q: 3 clusters Score -2209646 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2209973.750000 Penalty: 3184.734131
	Iteration 11Q: 3 clusters Score -2209974 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2210260.000000 Penalty: 3184.734131
	Iteration 12Q: 3 clusters Score -2210260 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2210506.500000 Penalty: 3184.734131
	Iteration 13Q: 3 clusters Score -2210506 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2210726.250000 Penalty: 3184.734131
	Iteration 14Q: 3 clusters Score -2210726 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2210936.500000 Penalty: 3184.734131
	Iteration 15Q: 3 clusters Score -2210936 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2211129.000000 Penalty: 3184.734131
	Iteration 16Q: 3 clusters Score -2211129 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2211330.000000 Penalty: 3184.734131
	Iteration 17Q: 3 clusters Score -2211330 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2211533.250000 Penalty: 3184.734131
	Iteration 18Q: 3 clusters Score -2211533 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2211717.750000 Penalty: 3184.734131
	Iteration 19Q: 3 clusters Score -2211718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2211907.500000 Penalty: 3184.734131
	Iteration 20F: 3 clusters Score -2211908 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2212090.750000 Penalty: 3184.734131
	Iteration 21Q: 3 clusters Score -2212091 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2212262.000000 Penalty: 3184.734131
	Iteration 22Q: 3 clusters Score -2212262 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2212400.750000 Penalty: 3184.734131
	Iteration 23Q: 3 clusters Score -2212401 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2212523.250000 Penalty: 3184.734131
	Iteration 24Q: 3 clusters Score -2212523 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2212629.500000 Penalty: 3184.734131
	Iteration 25Q: 3 clusters Score -2212630 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2212706.250000 Penalty: 3184.734131
	Iteration 26Q: 3 clusters Score -2212706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2212779.000000 Penalty: 3184.734131
	Iteration 27Q: 3 clusters Score -2212779 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2212832.750000 Penalty: 3184.734131
	Iteration 28Q: 3 clusters Score -2212833 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2212859.500000 Penalty: 3184.734131
	Iteration 29Q: 3 clusters Score -2212860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2212889.000000 Penalty: 3184.734131
	Iteration 30Q: 3 clusters Score -2212889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2212902.250000 Penalty: 3184.734131
	Iteration 31Q: 3 clusters Score -2212902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2212908.750000 Penalty: 3184.734131
	Iteration 32Q: 3 clusters Score -2212909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2212917.250000 Penalty: 3184.734131
	Iteration 33Q: 3 clusters Score -2212917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2212922.750000 Penalty: 3184.734131
	Iteration 34Q: 3 clusters Score -2212923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2212922.750000 Penalty: 3184.734131
	Iteration 35Q: 3 clusters Score -2212923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2212933.250000 Penalty: 3184.734131
	Iteration 36Q: 3 clusters Score -2212933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2212937.500000 Penalty: 3184.734131
	Iteration 37Q: 3 clusters Score -2212938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2212938.250000 Penalty: 3184.734131
	Iteration 38Q: 3 clusters Score -2212938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2212936.750000 Penalty: 3184.734131
	Iteration 39Q: 3 clusters Score -2212937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2212935.500000 Penalty: 3184.734131
	Iteration 40F: 3 clusters Score -2212936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2212936.000000 Penalty: 3184.734131
	Iteration 41Q: 3 clusters Score -2212936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2212940.750000 Penalty: 3184.734131
	Iteration 42Q: 3 clusters Score -2212941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2212939.750000 Penalty: 3184.734131
	Iteration 43Q: 3 clusters Score -2212940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2212938.750000 Penalty: 3184.734131
	Iteration 44Q: 3 clusters Score -2212939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2212939.000000 Penalty: 3184.734131
	Iteration 45Q: 3 clusters Score -2212939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2212941.000000 Penalty: 3184.734131
	Iteration 46Q: 3 clusters Score -2212941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2212938.500000 Penalty: 3184.734131
	Iteration 47Q: 3 clusters Score -2212938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2212937.500000 Penalty: 3184.734131
	Iteration 48Q: 3 clusters Score -2212938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2212937.500000 Penalty: 3184.734131
	Iteration 49F: 3 clusters Score -2212938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -11110.653320 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -11110.65 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 159 members 
Entering Unmasked Estep 
Score: -10280.476562 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -10280.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10583.379883 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -10583.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10695.075195 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -10695.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10749.825195 Penalty: 1913.885254
	Iteration 3F: 3 clusters Score -10749.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10798.033203 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -10798.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10841.198242 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -10841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10852.482422 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -10852.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10853.405273 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -10853.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10882.625000 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -10882.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10891.753906 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -10891.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10906.144531 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -10906.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10910.072266 Penalty: 1913.885254
	Iteration 11Q: 3 clusters Score -10910.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10912.684570 Penalty: 1913.885254
	Iteration 12Q: 3 clusters Score -10912.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10912.684570 Penalty: 1913.885254
	Iteration 13F: 3 clusters Score -10912.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Entering Unmasked Estep 
Score: -12125325.000000 Penalty: 1864.830078
	Iteration 0F: 2 clusters Score -1.212532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -12062846.000000 Penalty: 3729.660156
	Iteration 0F: 3 clusters Score -1.206285e+07 nChanged 45799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -12090130.000000 Penalty: 3729.660156
	Iteration 1F: 3 clusters Score -1.209013e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -12091183.000000 Penalty: 3729.660156
	Iteration 2Q: 3 clusters Score -1.209118e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -12092814.000000 Penalty: 3729.660156
	Iteration 3Q: 3 clusters Score -1.209281e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -12095234.000000 Penalty: 3729.660156
	Iteration 4F: 3 clusters Score -1.209523e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -12098794.000000 Penalty: 3729.660156
	Iteration 5F: 3 clusters Score -1.209879e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -12103725.000000 Penalty: 3729.660156
	Iteration 6F: 3 clusters Score -1.210372e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -12109154.000000 Penalty: 3729.660156
	Iteration 7F: 3 clusters Score -1.210915e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -12113886.000000 Penalty: 3729.660156
	Iteration 8F: 3 clusters Score -1.211389e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -12116583.000000 Penalty: 3729.660156
	Iteration 9Q: 3 clusters Score -1.211658e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -12117651.000000 Penalty: 3729.660156
	Iteration 10Q: 3 clusters Score -1.211765e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -12118220.000000 Penalty: 3729.660156
	Iteration 11Q: 3 clusters Score -1.211822e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -12118576.000000 Penalty: 3729.660156
	Iteration 12Q: 3 clusters Score -1.211858e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -12118909.000000 Penalty: 3729.660156
	Iteration 13Q: 3 clusters Score -1.211891e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -12119157.000000 Penalty: 3729.660156
	Iteration 14Q: 3 clusters Score -1.211916e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -12119326.000000 Penalty: 3729.660156
	Iteration 15Q: 3 clusters Score -1.211933e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -12119491.000000 Penalty: 3729.660156
	Iteration 16Q: 3 clusters Score -1.211949e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -12119683.000000 Penalty: 3729.660156
	Iteration 17Q: 3 clusters Score -1.211968e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -12119864.000000 Penalty: 3729.660156
	Iteration 18Q: 3 clusters Score -1.211986e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -12120022.000000 Penalty: 3729.660156
	Iteration 19Q: 3 clusters Score -1.212002e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -12120142.000000 Penalty: 3729.660156
	Iteration 20F: 3 clusters Score -1.212014e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -12120277.000000 Penalty: 3729.660156
	Iteration 21Q: 3 clusters Score -1.212028e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -12120437.000000 Penalty: 3729.660156
	Iteration 22Q: 3 clusters Score -1.212044e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -12120637.000000 Penalty: 3729.660156
	Iteration 23Q: 3 clusters Score -1.212064e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -12120741.000000 Penalty: 3729.660156
	Iteration 24Q: 3 clusters Score -1.212074e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -12120907.000000 Penalty: 3729.660156
	Iteration 25Q: 3 clusters Score -1.212091e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -12120990.000000 Penalty: 3729.660156
	Iteration 26Q: 3 clusters Score -1.212099e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -12121099.000000 Penalty: 3729.660156
	Iteration 27Q: 3 clusters Score -1.21211e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -12121176.000000 Penalty: 3729.660156
	Iteration 28Q: 3 clusters Score -1.212118e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -12121303.000000 Penalty: 3729.660156
	Iteration 29Q: 3 clusters Score -1.21213e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -12121396.000000 Penalty: 3729.660156
	Iteration 30Q: 3 clusters Score -1.21214e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -12121492.000000 Penalty: 3729.660156
	Iteration 31Q: 3 clusters Score -1.212149e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -12121552.000000 Penalty: 3729.660156
	Iteration 32Q: 3 clusters Score -1.212155e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -12121629.000000 Penalty: 3729.660156
	Iteration 33Q: 3 clusters Score -1.212163e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -12121712.000000 Penalty: 3729.660156
	Iteration 34Q: 3 clusters Score -1.212171e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -12121800.000000 Penalty: 3729.660156
	Iteration 35Q: 3 clusters Score -1.21218e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92405 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -12121875.000000 Penalty: 3729.660156
	Iteration 36Q: 3 clusters Score -1.212188e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -12121965.000000 Penalty: 3729.660156
	Iteration 37Q: 3 clusters Score -1.212196e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -12122038.000000 Penalty: 3729.660156
	Iteration 38Q: 3 clusters Score -1.212204e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92744 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -12122080.000000 Penalty: 3729.660156
	Iteration 39Q: 3 clusters Score -1.212208e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -12122145.000000 Penalty: 3729.660156
	Iteration 40F: 3 clusters Score -1.212214e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -12122229.000000 Penalty: 3729.660156
	Iteration 41Q: 3 clusters Score -1.212223e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -12122265.000000 Penalty: 3729.660156
	Iteration 42Q: 3 clusters Score -1.212226e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -12122333.000000 Penalty: 3729.660156
	Iteration 43Q: 3 clusters Score -1.212233e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -12122396.000000 Penalty: 3729.660156
	Iteration 44Q: 3 clusters Score -1.21224e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -12122453.000000 Penalty: 3729.660156
	Iteration 45Q: 3 clusters Score -1.212245e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -12122526.000000 Penalty: 3729.660156
	Iteration 46Q: 3 clusters Score -1.212253e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -12122551.000000 Penalty: 3729.660156
	Iteration 47Q: 3 clusters Score -1.212255e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -12122630.000000 Penalty: 3729.660156
	Iteration 48Q: 3 clusters Score -1.212263e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12122670.000000 Penalty: 3729.660156
	Iteration 49Q: 3 clusters Score -1.212267e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12122709.000000 Penalty: 3729.660156
	Iteration 50Q: 3 clusters Score -1.212271e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12122745.000000 Penalty: 3729.660156
	Iteration 51Q: 3 clusters Score -1.212274e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12122774.000000 Penalty: 3729.660156
	Iteration 52Q: 3 clusters Score -1.212277e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -12122824.000000 Penalty: 3729.660156
	Iteration 53Q: 3 clusters Score -1.212282e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12122851.000000 Penalty: 3729.660156
	Iteration 54Q: 3 clusters Score -1.212285e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -12122882.000000 Penalty: 3729.660156
	Iteration 55Q: 3 clusters Score -1.212288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -12122881.000000 Penalty: 3729.660156
	Iteration 56Q: 3 clusters Score -1.212288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -12122899.000000 Penalty: 3729.660156
	Iteration 57Q: 3 clusters Score -1.21229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -12122914.000000 Penalty: 3729.660156
	Iteration 58Q: 3 clusters Score -1.212291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -12122915.000000 Penalty: 3729.660156
	Iteration 59Q: 3 clusters Score -1.212292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -12122944.000000 Penalty: 3729.660156
	Iteration 60F: 3 clusters Score -1.212294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -12122950.000000 Penalty: 3729.660156
	Iteration 61Q: 3 clusters Score -1.212295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -12122966.000000 Penalty: 3729.660156
	Iteration 62Q: 3 clusters Score -1.212297e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12122983.000000 Penalty: 3729.660156
	Iteration 63Q: 3 clusters Score -1.212298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12122997.000000 Penalty: 3729.660156
	Iteration 64Q: 3 clusters Score -1.2123e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -12123025.000000 Penalty: 3729.660156
	Iteration 65Q: 3 clusters Score -1.212302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -12123043.000000 Penalty: 3729.660156
	Iteration 66Q: 3 clusters Score -1.212304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -12123049.000000 Penalty: 3729.660156
	Iteration 67Q: 3 clusters Score -1.212305e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12123081.000000 Penalty: 3729.660156
	Iteration 68Q: 3 clusters Score -1.212308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12123092.000000 Penalty: 3729.660156
	Iteration 69Q: 3 clusters Score -1.212309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -12123097.000000 Penalty: 3729.660156
	Iteration 70Q: 3 clusters Score -1.21231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12123106.000000 Penalty: 3729.660156
	Iteration 71Q: 3 clusters Score -1.212311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12123110.000000 Penalty: 3729.660156
	Iteration 72Q: 3 clusters Score -1.212311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -12123116.000000 Penalty: 3729.660156
	Iteration 73Q: 3 clusters Score -1.212312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -12123119.000000 Penalty: 3729.660156
	Iteration 74Q: 3 clusters Score -1.212312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -12123134.000000 Penalty: 3729.660156
	Iteration 75Q: 3 clusters Score -1.212313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -12123146.000000 Penalty: 3729.660156
	Iteration 76Q: 3 clusters Score -1.212315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -12123174.000000 Penalty: 3729.660156
	Iteration 77Q: 3 clusters Score -1.212317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12123176.000000 Penalty: 3729.660156
	Iteration 78Q: 3 clusters Score -1.212318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -12123178.000000 Penalty: 3729.660156
	Iteration 79Q: 3 clusters Score -1.212318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12123187.000000 Penalty: 3729.660156
	Iteration 80F: 3 clusters Score -1.212319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12123179.000000 Penalty: 3729.660156
	Iteration 81Q: 3 clusters Score -1.212318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12123174.000000 Penalty: 3729.660156
	Iteration 82Q: 3 clusters Score -1.212317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -12123175.000000 Penalty: 3729.660156
	Iteration 83Q: 3 clusters Score -1.212318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -12123184.000000 Penalty: 3729.660156
	Iteration 84Q: 3 clusters Score -1.212318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94593 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -12123182.000000 Penalty: 3729.660156
	Iteration 85Q: 3 clusters Score -1.212318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12123187.000000 Penalty: 3729.660156
	Iteration 86Q: 3 clusters Score -1.212319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12123186.000000 Penalty: 3729.660156
	Iteration 87Q: 3 clusters Score -1.212319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12123183.000000 Penalty: 3729.660156
	Iteration 88Q: 3 clusters Score -1.212318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -12123181.000000 Penalty: 3729.660156
	Iteration 89Q: 3 clusters Score -1.212318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12123182.000000 Penalty: 3729.660156
	Iteration 90Q: 3 clusters Score -1.212318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12123186.000000 Penalty: 3729.660156
	Iteration 91Q: 3 clusters Score -1.212319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12123186.000000 Penalty: 3729.660156
	Iteration 92F: 3 clusters Score -1.212319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Entering Unmasked Estep 
Score: -5666927.500000 Penalty: 1740.405396
	Iteration 0F: 2 clusters Score -5666928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -5637053.000000 Penalty: 3480.810791
	Iteration 0F: 3 clusters Score -5637053 nChanged 20768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5648698.000000 Penalty: 3480.810791
	Iteration 1F: 3 clusters Score -5648698 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -5649215.000000 Penalty: 3480.810791
	Iteration 2Q: 3 clusters Score -5649215 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5649690.500000 Penalty: 3480.810791
	Iteration 3Q: 3 clusters Score -5649690 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -5650264.000000 Penalty: 3480.810791
	Iteration 4Q: 3 clusters Score -5650264 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5650919.500000 Penalty: 3480.810791
	Iteration 5Q: 3 clusters Score -5650920 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5651720.000000 Penalty: 3480.810791
	Iteration 6Q: 3 clusters Score -5651720 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5652694.500000 Penalty: 3480.810791
	Iteration 7Q: 3 clusters Score -5652694 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5653883.000000 Penalty: 3480.810791
	Iteration 8Q: 3 clusters Score -5653883 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5655395.500000 Penalty: 3480.810791
	Iteration 9F: 3 clusters Score -5655396 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -5657111.000000 Penalty: 3480.810791
	Iteration 10F: 3 clusters Score -5657111 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5658814.000000 Penalty: 3480.810791
	Iteration 11F: 3 clusters Score -5658814 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5659952.000000 Penalty: 3480.810791
	Iteration 12Q: 3 clusters Score -5659952 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -5660600.500000 Penalty: 3480.810791
	Iteration 13Q: 3 clusters Score -5660600 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5660992.500000 Penalty: 3480.810791
	Iteration 14Q: 3 clusters Score -5660992 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -5661272.000000 Penalty: 3480.810791
	Iteration 15Q: 3 clusters Score -5661272 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5661497.500000 Penalty: 3480.810791
	Iteration 16Q: 3 clusters Score -5661498 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -5661682.500000 Penalty: 3480.810791
	Iteration 17Q: 3 clusters Score -5661682 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -5661851.000000 Penalty: 3480.810791
	Iteration 18Q: 3 clusters Score -5661851 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5662011.500000 Penalty: 3480.810791
	Iteration 19Q: 3 clusters Score -5662012 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5662157.000000 Penalty: 3480.810791
	Iteration 20F: 3 clusters Score -5662157 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5662273.000000 Penalty: 3480.810791
	Iteration 21Q: 3 clusters Score -5662273 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -5662368.000000 Penalty: 3480.810791
	Iteration 22Q: 3 clusters Score -5662368 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5662473.500000 Penalty: 3480.810791
	Iteration 23Q: 3 clusters Score -5662474 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -5662569.000000 Penalty: 3480.810791
	Iteration 24Q: 3 clusters Score -5662569 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -5662650.500000 Penalty: 3480.810791
	Iteration 25Q: 3 clusters Score -5662650 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5662742.500000 Penalty: 3480.810791
	Iteration 26Q: 3 clusters Score -5662742 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5662835.500000 Penalty: 3480.810791
	Iteration 27Q: 3 clusters Score -5662836 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -5662971.000000 Penalty: 3480.810791
	Iteration 28Q: 3 clusters Score -5662971 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -5663081.000000 Penalty: 3480.810791
	Iteration 29Q: 3 clusters Score -5663081 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -5663170.000000 Penalty: 3480.810791
	Iteration 30Q: 3 clusters Score -5663170 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5663264.500000 Penalty: 3480.810791
	Iteration 31Q: 3 clusters Score -5663264 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -5663333.500000 Penalty: 3480.810791
	Iteration 32Q: 3 clusters Score -5663334 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -5663458.000000 Penalty: 3480.810791
	Iteration 33Q: 3 clusters Score -5663458 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -5663542.000000 Penalty: 3480.810791
	Iteration 34Q: 3 clusters Score -5663542 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -5663642.000000 Penalty: 3480.810791
	Iteration 35Q: 3 clusters Score -5663642 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5663735.500000 Penalty: 3480.810791
	Iteration 36Q: 3 clusters Score -5663736 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -5663784.000000 Penalty: 3480.810791
	Iteration 37Q: 3 clusters Score -5663784 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -5663868.000000 Penalty: 3480.810791
	Iteration 38Q: 3 clusters Score -5663868 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5663953.500000 Penalty: 3480.810791
	Iteration 39Q: 3 clusters Score -5663954 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5664032.000000 Penalty: 3480.810791
	Iteration 40F: 3 clusters Score -5664032 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -5664096.500000 Penalty: 3480.810791
	Iteration 41Q: 3 clusters Score -5664096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5664158.000000 Penalty: 3480.810791
	Iteration 42Q: 3 clusters Score -5664158 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -5664252.500000 Penalty: 3480.810791
	Iteration 43Q: 3 clusters Score -5664252 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5664330.000000 Penalty: 3480.810791
	Iteration 44Q: 3 clusters Score -5664330 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -5664396.000000 Penalty: 3480.810791
	Iteration 45Q: 3 clusters Score -5664396 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5664502.500000 Penalty: 3480.810791
	Iteration 46Q: 3 clusters Score -5664502 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5664548.000000 Penalty: 3480.810791
	Iteration 47Q: 3 clusters Score -5664548 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5664654.500000 Penalty: 3480.810791
	Iteration 48Q: 3 clusters Score -5664654 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5664731.000000 Penalty: 3480.810791
	Iteration 49Q: 3 clusters Score -5664731 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5664826.500000 Penalty: 3480.810791
	Iteration 50Q: 3 clusters Score -5664826 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5664873.000000 Penalty: 3480.810791
	Iteration 51Q: 3 clusters Score -5664873 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5664919.000000 Penalty: 3480.810791
	Iteration 52Q: 3 clusters Score -5664919 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5664957.000000 Penalty: 3480.810791
	Iteration 53Q: 3 clusters Score -5664957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5665002.000000 Penalty: 3480.810791
	Iteration 54Q: 3 clusters Score -5665002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5665051.000000 Penalty: 3480.810791
	Iteration 55Q: 3 clusters Score -5665051 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5665079.500000 Penalty: 3480.810791
	Iteration 56Q: 3 clusters Score -5665080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5665090.000000 Penalty: 3480.810791
	Iteration 57Q: 3 clusters Score -5665090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5665115.500000 Penalty: 3480.810791
	Iteration 58Q: 3 clusters Score -5665116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5665156.500000 Penalty: 3480.810791
	Iteration 59Q: 3 clusters Score -5665156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5665179.500000 Penalty: 3480.810791
	Iteration 60F: 3 clusters Score -5665180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5665214.000000 Penalty: 3480.810791
	Iteration 61Q: 3 clusters Score -5665214 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5665242.500000 Penalty: 3480.810791
	Iteration 62Q: 3 clusters Score -5665242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5665265.500000 Penalty: 3480.810791
	Iteration 63Q: 3 clusters Score -5665266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5665288.000000 Penalty: 3480.810791
	Iteration 64Q: 3 clusters Score -5665288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5665307.500000 Penalty: 3480.810791
	Iteration 65Q: 3 clusters Score -5665308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5665318.000000 Penalty: 3480.810791
	Iteration 66Q: 3 clusters Score -5665318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5665341.000000 Penalty: 3480.810791
	Iteration 67Q: 3 clusters Score -5665341 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5665357.500000 Penalty: 3480.810791
	Iteration 68Q: 3 clusters Score -5665358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5665384.000000 Penalty: 3480.810791
	Iteration 69Q: 3 clusters Score -5665384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5665388.500000 Penalty: 3480.810791
	Iteration 70Q: 3 clusters Score -5665388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5665423.000000 Penalty: 3480.810791
	Iteration 71Q: 3 clusters Score -5665423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5665433.500000 Penalty: 3480.810791
	Iteration 72Q: 3 clusters Score -5665434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5665446.000000 Penalty: 3480.810791
	Iteration 73Q: 3 clusters Score -5665446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5665454.500000 Penalty: 3480.810791
	Iteration 74Q: 3 clusters Score -5665454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5665463.500000 Penalty: 3480.810791
	Iteration 75Q: 3 clusters Score -5665464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5665472.000000 Penalty: 3480.810791
	Iteration 76Q: 3 clusters Score -5665472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5665488.000000 Penalty: 3480.810791
	Iteration 77Q: 3 clusters Score -5665488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5665486.500000 Penalty: 3480.810791
	Iteration 78Q: 3 clusters Score -5665486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5665505.000000 Penalty: 3480.810791
	Iteration 79Q: 3 clusters Score -5665505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5665511.500000 Penalty: 3480.810791
	Iteration 80F: 3 clusters Score -5665512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5665526.000000 Penalty: 3480.810791
	Iteration 81Q: 3 clusters Score -5665526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5665537.500000 Penalty: 3480.810791
	Iteration 82Q: 3 clusters Score -5665538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5665544.000000 Penalty: 3480.810791
	Iteration 83Q: 3 clusters Score -5665544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5665556.500000 Penalty: 3480.810791
	Iteration 84Q: 3 clusters Score -5665556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5665558.500000 Penalty: 3480.810791
	Iteration 85Q: 3 clusters Score -5665558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5665566.500000 Penalty: 3480.810791
	Iteration 86Q: 3 clusters Score -5665566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5665559.500000 Penalty: 3480.810791
	Iteration 87Q: 3 clusters Score -5665560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5665565.000000 Penalty: 3480.810791
	Iteration 88Q: 3 clusters Score -5665565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5665564.500000 Penalty: 3480.810791
	Iteration 89Q: 3 clusters Score -5665564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5665564.500000 Penalty: 3480.810791
	Iteration 90F: 3 clusters Score -5665564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -511267.656250 Penalty: 1357.481567
	Iteration 0F: 2 clusters Score -511267.7 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 2108 members 
Entering Unmasked Estep 
Score: -507797.875000 Penalty: 2714.963135
	Iteration 0F: 3 clusters Score -507797.9 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -508838.250000 Penalty: 2714.963135
	Iteration 1F: 3 clusters Score -508838.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -509042.062500 Penalty: 2714.963135
	Iteration 2F: 3 clusters Score -509042.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -509203.156250 Penalty: 2714.963135
	Iteration 3F: 3 clusters Score -509203.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -509380.687500 Penalty: 2714.963135
	Iteration 4F: 3 clusters Score -509380.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -509599.531250 Penalty: 2714.963135
	Iteration 5F: 3 clusters Score -509599.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -509807.656250 Penalty: 2714.963135
	Iteration 6Q: 3 clusters Score -509807.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -509986.156250 Penalty: 2714.963135
	Iteration 7Q: 3 clusters Score -509986.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -510133.531250 Penalty: 2714.963135
	Iteration 8Q: 3 clusters Score -510133.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -510264.937500 Penalty: 2714.963135
	Iteration 9Q: 3 clusters Score -510264.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -510406.406250 Penalty: 2714.963135
	Iteration 10Q: 3 clusters Score -510406.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -510514.562500 Penalty: 2714.963135
	Iteration 11Q: 3 clusters Score -510514.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -510605.437500 Penalty: 2714.963135
	Iteration 12Q: 3 clusters Score -510605.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -510685.500000 Penalty: 2714.963135
	Iteration 13Q: 3 clusters Score -510685.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -510748.250000 Penalty: 2714.963135
	Iteration 14Q: 3 clusters Score -510748.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -510841.156250 Penalty: 2714.963135
	Iteration 15Q: 3 clusters Score -510841.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -510993.031250 Penalty: 2714.963135
	Iteration 16Q: 3 clusters Score -510993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -511192.062500 Penalty: 2714.963135
	Iteration 17Q: 3 clusters Score -511192.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -511374.500000 Penalty: 2714.963135
	Iteration 18Q: 3 clusters Score -511374.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -511446.531250 Penalty: 2714.963135
	Iteration 19Q: 3 clusters Score -511446.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -511464.000000 Penalty: 2714.963135
	Iteration 20F: 3 clusters Score -511464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -511469.406250 Penalty: 2714.963135
	Iteration 21Q: 3 clusters Score -511469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -511472.031250 Penalty: 2714.963135
	Iteration 22Q: 3 clusters Score -511472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -511473.812500 Penalty: 2714.963135
	Iteration 23Q: 3 clusters Score -511473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -511474.062500 Penalty: 2714.963135
	Iteration 24Q: 3 clusters Score -511474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -511473.562500 Penalty: 2714.963135
	Iteration 25Q: 3 clusters Score -511473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -511474.593750 Penalty: 2714.963135
	Iteration 26Q: 3 clusters Score -511474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -511474.593750 Penalty: 2714.963135
	Iteration 27F: 3 clusters Score -511474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 1860 members 
Entering Unmasked Estep 
Score: -141726576.000000 Penalty: 83940.617188
Splitting cluster 22 changes total score from -141727216.000000 to -141726576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (112848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112848 members 
Entering Unmasked Estep 
Score: -14245692.000000 Penalty: 1890.491943
	Iteration 0F: 2 clusters Score -1.424569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -14173060.000000 Penalty: 3780.983887
	Iteration 0F: 3 clusters Score -1.417306e+07 nChanged 53953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -14204758.000000 Penalty: 3780.983887
	Iteration 1F: 3 clusters Score -1.420476e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -14205822.000000 Penalty: 3780.983887
	Iteration 2Q: 3 clusters Score -1.420582e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -14207695.000000 Penalty: 3780.983887
	Iteration 3Q: 3 clusters Score -1.42077e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -14210678.000000 Penalty: 3780.983887
	Iteration 4F: 3 clusters Score -1.421068e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -14215579.000000 Penalty: 3780.983887
	Iteration 5F: 3 clusters Score -1.421558e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -14222320.000000 Penalty: 3780.983887
	Iteration 6F: 3 clusters Score -1.422232e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -14228887.000000 Penalty: 3780.983887
	Iteration 7F: 3 clusters Score -1.422889e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -14231825.000000 Penalty: 3780.983887
	Iteration 8F: 3 clusters Score -1.423182e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -14232694.000000 Penalty: 3780.983887
	Iteration 9Q: 3 clusters Score -1.423269e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -14233017.000000 Penalty: 3780.983887
	Iteration 10Q: 3 clusters Score -1.423302e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -14233162.000000 Penalty: 3780.983887
	Iteration 11Q: 3 clusters Score -1.423316e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -14233514.000000 Penalty: 3780.983887
	Iteration 12Q: 3 clusters Score -1.423351e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -14233727.000000 Penalty: 3780.983887
	Iteration 13Q: 3 clusters Score -1.423373e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -14233873.000000 Penalty: 3780.983887
	Iteration 14Q: 3 clusters Score -1.423387e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -14234113.000000 Penalty: 3780.983887
	Iteration 15Q: 3 clusters Score -1.423411e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -14234364.000000 Penalty: 3780.983887
	Iteration 16Q: 3 clusters Score -1.423436e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -14234556.000000 Penalty: 3780.983887
	Iteration 17Q: 3 clusters Score -1.423456e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -14234807.000000 Penalty: 3780.983887
	Iteration 18Q: 3 clusters Score -1.423481e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -14234943.000000 Penalty: 3780.983887
	Iteration 19Q: 3 clusters Score -1.423494e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -14235001.000000 Penalty: 3780.983887
	Iteration 20F: 3 clusters Score -1.4235e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -14235099.000000 Penalty: 3780.983887
	Iteration 21Q: 3 clusters Score -1.42351e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -14235198.000000 Penalty: 3780.983887
	Iteration 22Q: 3 clusters Score -1.42352e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -14235216.000000 Penalty: 3780.983887
	Iteration 23Q: 3 clusters Score -1.423522e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14235250.000000 Penalty: 3780.983887
	Iteration 24Q: 3 clusters Score -1.423525e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -14235291.000000 Penalty: 3780.983887
	Iteration 25Q: 3 clusters Score -1.423529e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -14235367.000000 Penalty: 3780.983887
	Iteration 26Q: 3 clusters Score -1.423537e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -14235426.000000 Penalty: 3780.983887
	Iteration 27Q: 3 clusters Score -1.423543e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -14235429.000000 Penalty: 3780.983887
	Iteration 28Q: 3 clusters Score -1.423543e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -14235487.000000 Penalty: 3780.983887
	Iteration 29Q: 3 clusters Score -1.423549e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -14235575.000000 Penalty: 3780.983887
	Iteration 30Q: 3 clusters Score -1.423558e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -14235559.000000 Penalty: 3780.983887
	Iteration 31Q: 3 clusters Score -1.423556e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -14235579.000000 Penalty: 3780.983887
	Iteration 32Q: 3 clusters Score -1.423558e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -14235613.000000 Penalty: 3780.983887
	Iteration 33Q: 3 clusters Score -1.423561e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -14235669.000000 Penalty: 3780.983887
	Iteration 34Q: 3 clusters Score -1.423567e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -14235665.000000 Penalty: 3780.983887
	Iteration 35Q: 3 clusters Score -1.423566e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -14235711.000000 Penalty: 3780.983887
	Iteration 36Q: 3 clusters Score -1.423571e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -14235745.000000 Penalty: 3780.983887
	Iteration 37Q: 3 clusters Score -1.423574e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -14235745.000000 Penalty: 3780.983887
	Iteration 38Q: 3 clusters Score -1.423574e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -14235774.000000 Penalty: 3780.983887
	Iteration 39Q: 3 clusters Score -1.423577e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -14235802.000000 Penalty: 3780.983887
	Iteration 40F: 3 clusters Score -1.42358e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -14235774.000000 Penalty: 3780.983887
	Iteration 41Q: 3 clusters Score -1.423577e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -14235787.000000 Penalty: 3780.983887
	Iteration 42Q: 3 clusters Score -1.423579e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -14235859.000000 Penalty: 3780.983887
	Iteration 43Q: 3 clusters Score -1.423586e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -14235850.000000 Penalty: 3780.983887
	Iteration 44Q: 3 clusters Score -1.423585e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -14235853.000000 Penalty: 3780.983887
	Iteration 45Q: 3 clusters Score -1.423585e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -14235876.000000 Penalty: 3780.983887
	Iteration 46Q: 3 clusters Score -1.423588e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -14235935.000000 Penalty: 3780.983887
	Iteration 47Q: 3 clusters Score -1.423594e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -14235932.000000 Penalty: 3780.983887
	Iteration 48Q: 3 clusters Score -1.423593e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -14235937.000000 Penalty: 3780.983887
	Iteration 49Q: 3 clusters Score -1.423594e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -14235905.000000 Penalty: 3780.983887
	Iteration 50Q: 3 clusters Score -1.42359e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -14235948.000000 Penalty: 3780.983887
	Iteration 51Q: 3 clusters Score -1.423595e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -14235992.000000 Penalty: 3780.983887
	Iteration 52Q: 3 clusters Score -1.423599e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -14235984.000000 Penalty: 3780.983887
	Iteration 53Q: 3 clusters Score -1.423598e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -14235990.000000 Penalty: 3780.983887
	Iteration 54Q: 3 clusters Score -1.423599e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -14236005.000000 Penalty: 3780.983887
	Iteration 55Q: 3 clusters Score -1.4236e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -14236029.000000 Penalty: 3780.983887
	Iteration 56Q: 3 clusters Score -1.423603e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -14236051.000000 Penalty: 3780.983887
	Iteration 57Q: 3 clusters Score -1.423605e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -14236090.000000 Penalty: 3780.983887
	Iteration 58Q: 3 clusters Score -1.423609e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -14236097.000000 Penalty: 3780.983887
	Iteration 59Q: 3 clusters Score -1.42361e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -14236144.000000 Penalty: 3780.983887
	Iteration 60F: 3 clusters Score -1.423614e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -14236180.000000 Penalty: 3780.983887
	Iteration 61Q: 3 clusters Score -1.423618e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -14236187.000000 Penalty: 3780.983887
	Iteration 62Q: 3 clusters Score -1.423619e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -14236226.000000 Penalty: 3780.983887
	Iteration 63Q: 3 clusters Score -1.423623e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -14236227.000000 Penalty: 3780.983887
	Iteration 64Q: 3 clusters Score -1.423623e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -14236236.000000 Penalty: 3780.983887
	Iteration 65Q: 3 clusters Score -1.423624e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -14236231.000000 Penalty: 3780.983887
	Iteration 66Q: 3 clusters Score -1.423623e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -14236294.000000 Penalty: 3780.983887
	Iteration 67Q: 3 clusters Score -1.423629e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -14236291.000000 Penalty: 3780.983887
	Iteration 68Q: 3 clusters Score -1.423629e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -14236291.000000 Penalty: 3780.983887
	Iteration 69Q: 3 clusters Score -1.423629e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -14236362.000000 Penalty: 3780.983887
	Iteration 70Q: 3 clusters Score -1.423636e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -14236421.000000 Penalty: 3780.983887
	Iteration 71Q: 3 clusters Score -1.423642e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -14236409.000000 Penalty: 3780.983887
	Iteration 72Q: 3 clusters Score -1.423641e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -14236442.000000 Penalty: 3780.983887
	Iteration 73Q: 3 clusters Score -1.423644e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -14236413.000000 Penalty: 3780.983887
	Iteration 74Q: 3 clusters Score -1.423641e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -14236416.000000 Penalty: 3780.983887
	Iteration 75Q: 3 clusters Score -1.423642e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -14236420.000000 Penalty: 3780.983887
	Iteration 76Q: 3 clusters Score -1.423642e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -14236432.000000 Penalty: 3780.983887
	Iteration 77Q: 3 clusters Score -1.423643e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -14236457.000000 Penalty: 3780.983887
	Iteration 78Q: 3 clusters Score -1.423646e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -14236480.000000 Penalty: 3780.983887
	Iteration 79Q: 3 clusters Score -1.423648e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -14236495.000000 Penalty: 3780.983887
	Iteration 80F: 3 clusters Score -1.42365e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -14236574.000000 Penalty: 3780.983887
	Iteration 81Q: 3 clusters Score -1.423657e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -14236533.000000 Penalty: 3780.983887
	Iteration 82Q: 3 clusters Score -1.423653e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -14236526.000000 Penalty: 3780.983887
	Iteration 83Q: 3 clusters Score -1.423653e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -14236568.000000 Penalty: 3780.983887
	Iteration 84Q: 3 clusters Score -1.423657e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -14236608.000000 Penalty: 3780.983887
	Iteration 85Q: 3 clusters Score -1.423661e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -14236684.000000 Penalty: 3780.983887
	Iteration 86Q: 3 clusters Score -1.423668e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -14236751.000000 Penalty: 3780.983887
	Iteration 87Q: 3 clusters Score -1.423675e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -14236773.000000 Penalty: 3780.983887
	Iteration 88Q: 3 clusters Score -1.423677e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -14236815.000000 Penalty: 3780.983887
	Iteration 89Q: 3 clusters Score -1.423682e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -14236895.000000 Penalty: 3780.983887
	Iteration 90Q: 3 clusters Score -1.42369e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -14236850.000000 Penalty: 3780.983887
	Iteration 91Q: 3 clusters Score -1.423685e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -14237000.000000 Penalty: 3780.983887
	Iteration 92Q: 3 clusters Score -1.4237e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -14237113.000000 Penalty: 3780.983887
	Iteration 93Q: 3 clusters Score -1.423711e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -14237227.000000 Penalty: 3780.983887
	Iteration 94Q: 3 clusters Score -1.423723e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -14237385.000000 Penalty: 3780.983887
	Iteration 95Q: 3 clusters Score -1.423738e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -14237568.000000 Penalty: 3780.983887
	Iteration 96Q: 3 clusters Score -1.423757e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -14237730.000000 Penalty: 3780.983887
	Iteration 97Q: 3 clusters Score -1.423773e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -14237928.000000 Penalty: 3780.983887
	Iteration 98Q: 3 clusters Score -1.423793e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -14238122.000000 Penalty: 3780.983887
	Iteration 99Q: 3 clusters Score -1.423812e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -14238552.000000 Penalty: 3780.983887
	Iteration 100F: 3 clusters Score -1.423855e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -14238971.000000 Penalty: 3780.983887
	Iteration 101Q: 3 clusters Score -1.423897e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -14239490.000000 Penalty: 3780.983887
	Iteration 102Q: 3 clusters Score -1.423949e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -14239963.000000 Penalty: 3780.983887
	Iteration 103Q: 3 clusters Score -1.423996e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -14240514.000000 Penalty: 3780.983887
	Iteration 104Q: 3 clusters Score -1.424051e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -14241533.000000 Penalty: 3780.983887
	Iteration 105Q: 3 clusters Score -1.424153e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -14242467.000000 Penalty: 3780.983887
	Iteration 106Q: 3 clusters Score -1.424247e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -14243030.000000 Penalty: 3780.983887
	Iteration 107Q: 3 clusters Score -1.424303e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -14243398.000000 Penalty: 3780.983887
	Iteration 108Q: 3 clusters Score -1.42434e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -14243699.000000 Penalty: 3780.983887
	Iteration 109Q: 3 clusters Score -1.42437e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 106254 members 
Entering Unmasked Estep 
Score: -14243971.000000 Penalty: 3780.983887
	Iteration 110Q: 3 clusters Score -1.424397e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -14244156.000000 Penalty: 3780.983887
	Iteration 111Q: 3 clusters Score -1.424416e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -14244285.000000 Penalty: 3780.983887
	Iteration 112Q: 3 clusters Score -1.424428e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -14244334.000000 Penalty: 3780.983887
	Iteration 113Q: 3 clusters Score -1.424433e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -14244376.000000 Penalty: 3780.983887
	Iteration 114Q: 3 clusters Score -1.424438e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -14244406.000000 Penalty: 3780.983887
	Iteration 115Q: 3 clusters Score -1.424441e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -14244436.000000 Penalty: 3780.983887
	Iteration 116Q: 3 clusters Score -1.424444e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -14244457.000000 Penalty: 3780.983887
	Iteration 117Q: 3 clusters Score -1.424446e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -14244427.000000 Penalty: 3780.983887
	Iteration 118Q: 3 clusters Score -1.424443e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -14244428.000000 Penalty: 3780.983887
	Iteration 119Q: 3 clusters Score -1.424443e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -14244479.000000 Penalty: 3780.983887
	Iteration 120F: 3 clusters Score -1.424448e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 109942 members 
Entering Unmasked Estep 
Score: -14244492.000000 Penalty: 3780.983887
	Iteration 121Q: 3 clusters Score -1.424449e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -14244511.000000 Penalty: 3780.983887
	Iteration 122Q: 3 clusters Score -1.424451e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -14244544.000000 Penalty: 3780.983887
	Iteration 123Q: 3 clusters Score -1.424454e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -14244550.000000 Penalty: 3780.983887
	Iteration 124Q: 3 clusters Score -1.424455e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -14244569.000000 Penalty: 3780.983887
	Iteration 125Q: 3 clusters Score -1.424457e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 110407 members 
Entering Unmasked Estep 
Score: -14244595.000000 Penalty: 3780.983887
	Iteration 126Q: 3 clusters Score -1.42446e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -14244594.000000 Penalty: 3780.983887
	Iteration 127Q: 3 clusters Score -1.424459e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -14244584.000000 Penalty: 3780.983887
	Iteration 128Q: 3 clusters Score -1.424458e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -14244583.000000 Penalty: 3780.983887
	Iteration 129Q: 3 clusters Score -1.424458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 110611 members 
Entering Unmasked Estep 
Score: -14244578.000000 Penalty: 3780.983887
	Iteration 130Q: 3 clusters Score -1.424458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -14244590.000000 Penalty: 3780.983887
	Iteration 131Q: 3 clusters Score -1.424459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 110678 members 
Entering Unmasked Estep 
Score: -14244593.000000 Penalty: 3780.983887
	Iteration 132Q: 3 clusters Score -1.424459e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 110705 members 
Entering Unmasked Estep 
Score: -14244614.000000 Penalty: 3780.983887
	Iteration 133Q: 3 clusters Score -1.424461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -14244615.000000 Penalty: 3780.983887
	Iteration 134Q: 3 clusters Score -1.424462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -14244603.000000 Penalty: 3780.983887
	Iteration 135Q: 3 clusters Score -1.42446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 110775 members 
Entering Unmasked Estep 
Score: -14244608.000000 Penalty: 3780.983887
	Iteration 136Q: 3 clusters Score -1.424461e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -14244631.000000 Penalty: 3780.983887
	Iteration 137Q: 3 clusters Score -1.424463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -14244647.000000 Penalty: 3780.983887
	Iteration 138Q: 3 clusters Score -1.424465e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -14244654.000000 Penalty: 3780.983887
	Iteration 139Q: 3 clusters Score -1.424465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -14244660.000000 Penalty: 3780.983887
	Iteration 140F: 3 clusters Score -1.424466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 110891 members 
Entering Unmasked Estep 
Score: -14244652.000000 Penalty: 3780.983887
	Iteration 141Q: 3 clusters Score -1.424465e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -14244645.000000 Penalty: 3780.983887
	Iteration 142Q: 3 clusters Score -1.424464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -14244647.000000 Penalty: 3780.983887
	Iteration 143Q: 3 clusters Score -1.424465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -14244666.000000 Penalty: 3780.983887
	Iteration 144Q: 3 clusters Score -1.424467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -14244661.000000 Penalty: 3780.983887
	Iteration 145Q: 3 clusters Score -1.424466e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -14244654.000000 Penalty: 3780.983887
	Iteration 146Q: 3 clusters Score -1.424465e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -14244637.000000 Penalty: 3780.983887
	Iteration 147Q: 3 clusters Score -1.424464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -14244636.000000 Penalty: 3780.983887
	Iteration 148Q: 3 clusters Score -1.424464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 111022 members 
Entering Unmasked Estep 
Score: -14244647.000000 Penalty: 3780.983887
	Iteration 149Q: 3 clusters Score -1.424465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -14244643.000000 Penalty: 3780.983887
	Iteration 150Q: 3 clusters Score -1.424464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -14244665.000000 Penalty: 3780.983887
	Iteration 151Q: 3 clusters Score -1.424466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -14244666.000000 Penalty: 3780.983887
	Iteration 152Q: 3 clusters Score -1.424467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -14244676.000000 Penalty: 3780.983887
	Iteration 153Q: 3 clusters Score -1.424468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 111056 members 
Entering Unmasked Estep 
Score: -14244663.000000 Penalty: 3780.983887
	Iteration 154Q: 3 clusters Score -1.424466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -14244679.000000 Penalty: 3780.983887
	Iteration 155Q: 3 clusters Score -1.424468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -14244677.000000 Penalty: 3780.983887
	Iteration 156Q: 3 clusters Score -1.424468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -14244674.000000 Penalty: 3780.983887
	Iteration 157Q: 3 clusters Score -1.424467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 111071 members 
Entering Unmasked Estep 
Score: -14244670.000000 Penalty: 3780.983887
	Iteration 158Q: 3 clusters Score -1.424467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -14244679.000000 Penalty: 3780.983887
	Iteration 159Q: 3 clusters Score -1.424468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -14244673.000000 Penalty: 3780.983887
	Iteration 160F: 3 clusters Score -1.424467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -14244674.000000 Penalty: 3780.983887
	Iteration 161Q: 3 clusters Score -1.424467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 111085 members 
Entering Unmasked Estep 
Score: -14244671.000000 Penalty: 3780.983887
	Iteration 162Q: 3 clusters Score -1.424467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -14244670.000000 Penalty: 3780.983887
	Iteration 163Q: 3 clusters Score -1.424467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -14244668.000000 Penalty: 3780.983887
	Iteration 164Q: 3 clusters Score -1.424467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -14244674.000000 Penalty: 3780.983887
	Iteration 165Q: 3 clusters Score -1.424467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -14244674.000000 Penalty: 3780.983887
	Iteration 166F: 3 clusters Score -1.424467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -202816.296875 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -202816.3 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 868 members 
Entering Unmasked Estep 
Score: -200967.796875 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -200967.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -201364.406250 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -201364.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -201439.687500 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -201439.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -201486.343750 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -201486.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -201526.468750 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -201526.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -201551.281250 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -201551.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -201570.468750 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -201570.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -201598.562500 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -201598.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201631.234375 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -201631.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -201659.296875 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -201659.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201687.687500 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -201687.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201710.140625 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -201710.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -201741.546875 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -201741.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -201771.828125 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -201771.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -201809.093750 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -201809.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -201840.328125 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -201840.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201860.281250 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -201860.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -201872.656250 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -201872.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -201887.187500 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -201887.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -201898.250000 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -201898.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -201908.687500 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -201908.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -201916.921875 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -201916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -201922.000000 Penalty: 2418.429199
	Iteration 22Q: 3 clusters Score -201922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201930.625000 Penalty: 2418.429199
	Iteration 23Q: 3 clusters Score -201930.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -201941.406250 Penalty: 2418.429199
	Iteration 24Q: 3 clusters Score -201941.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -201955.828125 Penalty: 2418.429199
	Iteration 25Q: 3 clusters Score -201955.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201973.906250 Penalty: 2418.429199
	Iteration 26Q: 3 clusters Score -201973.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -202000.265625 Penalty: 2418.429199
	Iteration 27Q: 3 clusters Score -202000.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -202018.125000 Penalty: 2418.429199
	Iteration 28Q: 3 clusters Score -202018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -202031.890625 Penalty: 2418.429199
	Iteration 29Q: 3 clusters Score -202031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -202044.718750 Penalty: 2418.429199
	Iteration 30Q: 3 clusters Score -202044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -202050.500000 Penalty: 2418.429199
	Iteration 31Q: 3 clusters Score -202050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202061.453125 Penalty: 2418.429199
	Iteration 32Q: 3 clusters Score -202061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -202074.906250 Penalty: 2418.429199
	Iteration 33Q: 3 clusters Score -202074.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -202090.234375 Penalty: 2418.429199
	Iteration 34Q: 3 clusters Score -202090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -202104.875000 Penalty: 2418.429199
	Iteration 35Q: 3 clusters Score -202104.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -202112.468750 Penalty: 2418.429199
	Iteration 36Q: 3 clusters Score -202112.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -202119.765625 Penalty: 2418.429199
	Iteration 37Q: 3 clusters Score -202119.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -202135.062500 Penalty: 2418.429199
	Iteration 38Q: 3 clusters Score -202135.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -202149.765625 Penalty: 2418.429199
	Iteration 39Q: 3 clusters Score -202149.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -202166.062500 Penalty: 2418.429199
	Iteration 40F: 3 clusters Score -202166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -202180.687500 Penalty: 2418.429199
	Iteration 41Q: 3 clusters Score -202180.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -202197.218750 Penalty: 2418.429199
	Iteration 42Q: 3 clusters Score -202197.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -202217.859375 Penalty: 2418.429199
	Iteration 43Q: 3 clusters Score -202217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -202228.375000 Penalty: 2418.429199
	Iteration 44Q: 3 clusters Score -202228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -202236.671875 Penalty: 2418.429199
	Iteration 45Q: 3 clusters Score -202236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -202241.390625 Penalty: 2418.429199
	Iteration 46Q: 3 clusters Score -202241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -202242.953125 Penalty: 2418.429199
	Iteration 47Q: 3 clusters Score -202243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -202245.046875 Penalty: 2418.429199
	Iteration 48Q: 3 clusters Score -202245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -202249.000000 Penalty: 2418.429199
	Iteration 49Q: 3 clusters Score -202249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -202256.015625 Penalty: 2418.429199
	Iteration 50Q: 3 clusters Score -202256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -202260.968750 Penalty: 2418.429199
	Iteration 51Q: 3 clusters Score -202261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -202264.656250 Penalty: 2418.429199
	Iteration 52Q: 3 clusters Score -202264.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -202269.515625 Penalty: 2418.429199
	Iteration 53Q: 3 clusters Score -202269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -202271.578125 Penalty: 2418.429199
	Iteration 54Q: 3 clusters Score -202271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -202272.375000 Penalty: 2418.429199
	Iteration 55Q: 3 clusters Score -202272.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -202272.375000 Penalty: 2418.429199
	Iteration 56F: 3 clusters Score -202272.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -100104.445312 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -100104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98673.500000 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -98673.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -99014.937500 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -99014.94 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99227.703125 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -99227.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99463.718750 Penalty: 2238.786133
	Iteration 3F: 3 clusters Score -99463.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99714.265625 Penalty: 2238.786133
	Iteration 4F: 3 clusters Score -99714.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99919.398438 Penalty: 2238.786133
	Iteration 5F: 3 clusters Score -99919.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100006.156250 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -100006.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100063.085938 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -100063.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100097.476562 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -100097.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100118.343750 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -100118.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100133.429688 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -100133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100145.335938 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -100145.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100151.507812 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -100151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100154.593750 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -100154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100155.234375 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -100155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100155.234375 Penalty: 2238.786133
	Iteration 15F: 3 clusters Score -100155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 367 members 
Entering Unmasked Estep 
Score: -141725776.000000 Penalty: 83940.617188
Splitting cluster 25 changes total score from -141727216.000000 to -141725776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -60691.671875 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -60691.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59614.460938 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -59614.46 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60070.718750 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -60070.72 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60251.714844 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -60251.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60342.339844 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -60342.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60402.371094 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -60402.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60466.078125 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -60466.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60493.847656 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -60493.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60514.914062 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -60514.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60536.890625 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -60536.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60588.757812 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -60588.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60611.105469 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -60611.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60626.867188 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -60626.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60645.250000 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -60645.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60649.476562 Penalty: 2110.469971
	Iteration 13Q: 3 clusters Score -60649.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60654.453125 Penalty: 2110.469971
	Iteration 14Q: 3 clusters Score -60654.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60654.945312 Penalty: 2110.469971
	Iteration 15Q: 3 clusters Score -60654.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60655.476562 Penalty: 2110.469971
	Iteration 16Q: 3 clusters Score -60655.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60655.894531 Penalty: 2110.469971
	Iteration 17Q: 3 clusters Score -60655.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60656.191406 Penalty: 2110.469971
	Iteration 18Q: 3 clusters Score -60656.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60656.691406 Penalty: 2110.469971
	Iteration 19Q: 3 clusters Score -60656.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60656.691406 Penalty: 2110.469971
	Iteration 20F: 3 clusters Score -60656.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -729747.312500 Penalty: 1412.010620
	Iteration 0F: 2 clusters Score -729747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -725262.000000 Penalty: 2824.021240
	Iteration 0F: 3 clusters Score -725262 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -726551.750000 Penalty: 2824.021240
	Iteration 1F: 3 clusters Score -726551.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -726728.875000 Penalty: 2824.021240
	Iteration 2F: 3 clusters Score -726728.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -726851.500000 Penalty: 2824.021240
	Iteration 3Q: 3 clusters Score -726851.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -726945.250000 Penalty: 2824.021240
	Iteration 4Q: 3 clusters Score -726945.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -727023.562500 Penalty: 2824.021240
	Iteration 5Q: 3 clusters Score -727023.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -727104.875000 Penalty: 2824.021240
	Iteration 6Q: 3 clusters Score -727104.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -727198.250000 Penalty: 2824.021240
	Iteration 7Q: 3 clusters Score -727198.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -727292.187500 Penalty: 2824.021240
	Iteration 8Q: 3 clusters Score -727292.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -727395.937500 Penalty: 2824.021240
	Iteration 9Q: 3 clusters Score -727395.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -727521.437500 Penalty: 2824.021240
	Iteration 10Q: 3 clusters Score -727521.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -727672.000000 Penalty: 2824.021240
	Iteration 11Q: 3 clusters Score -727672 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -727822.687500 Penalty: 2824.021240
	Iteration 12Q: 3 clusters Score -727822.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -727949.187500 Penalty: 2824.021240
	Iteration 13Q: 3 clusters Score -727949.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -728051.000000 Penalty: 2824.021240
	Iteration 14Q: 3 clusters Score -728051 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -728138.437500 Penalty: 2824.021240
	Iteration 15Q: 3 clusters Score -728138.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -728206.125000 Penalty: 2824.021240
	Iteration 16Q: 3 clusters Score -728206.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -728277.562500 Penalty: 2824.021240
	Iteration 17Q: 3 clusters Score -728277.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -728324.250000 Penalty: 2824.021240
	Iteration 18Q: 3 clusters Score -728324.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -728365.875000 Penalty: 2824.021240
	Iteration 19Q: 3 clusters Score -728365.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -728400.750000 Penalty: 2824.021240
	Iteration 20F: 3 clusters Score -728400.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -728428.500000 Penalty: 2824.021240
	Iteration 21Q: 3 clusters Score -728428.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -728456.937500 Penalty: 2824.021240
	Iteration 22Q: 3 clusters Score -728456.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -728484.000000 Penalty: 2824.021240
	Iteration 23Q: 3 clusters Score -728484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -728514.062500 Penalty: 2824.021240
	Iteration 24Q: 3 clusters Score -728514.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -728537.062500 Penalty: 2824.021240
	Iteration 25Q: 3 clusters Score -728537.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -728557.000000 Penalty: 2824.021240
	Iteration 26Q: 3 clusters Score -728557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -728576.500000 Penalty: 2824.021240
	Iteration 27Q: 3 clusters Score -728576.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -728594.312500 Penalty: 2824.021240
	Iteration 28Q: 3 clusters Score -728594.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -728608.250000 Penalty: 2824.021240
	Iteration 29Q: 3 clusters Score -728608.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -728616.000000 Penalty: 2824.021240
	Iteration 30Q: 3 clusters Score -728616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -728620.375000 Penalty: 2824.021240
	Iteration 31Q: 3 clusters Score -728620.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -728628.500000 Penalty: 2824.021240
	Iteration 32Q: 3 clusters Score -728628.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -728637.187500 Penalty: 2824.021240
	Iteration 33Q: 3 clusters Score -728637.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -728640.625000 Penalty: 2824.021240
	Iteration 34Q: 3 clusters Score -728640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -728646.500000 Penalty: 2824.021240
	Iteration 35Q: 3 clusters Score -728646.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -728652.250000 Penalty: 2824.021240
	Iteration 36Q: 3 clusters Score -728652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -728656.812500 Penalty: 2824.021240
	Iteration 37Q: 3 clusters Score -728656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -728660.125000 Penalty: 2824.021240
	Iteration 38Q: 3 clusters Score -728660.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -728665.125000 Penalty: 2824.021240
	Iteration 39Q: 3 clusters Score -728665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -728668.375000 Penalty: 2824.021240
	Iteration 40F: 3 clusters Score -728668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -728668.812500 Penalty: 2824.021240
	Iteration 41Q: 3 clusters Score -728668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -728670.562500 Penalty: 2824.021240
	Iteration 42Q: 3 clusters Score -728670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -728671.187500 Penalty: 2824.021240
	Iteration 43Q: 3 clusters Score -728671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -728671.375000 Penalty: 2824.021240
	Iteration 44Q: 3 clusters Score -728671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -728672.312500 Penalty: 2824.021240
	Iteration 45Q: 3 clusters Score -728672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -728672.125000 Penalty: 2824.021240
	Iteration 46Q: 3 clusters Score -728672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -728673.250000 Penalty: 2824.021240
	Iteration 47Q: 3 clusters Score -728673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -728673.437500 Penalty: 2824.021240
	Iteration 48Q: 3 clusters Score -728673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -728674.250000 Penalty: 2824.021240
	Iteration 49Q: 3 clusters Score -728674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -728674.312500 Penalty: 2824.021240
	Iteration 50Q: 3 clusters Score -728674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -728675.062500 Penalty: 2824.021240
	Iteration 51Q: 3 clusters Score -728675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -728675.062500 Penalty: 2824.021240
	Iteration 52F: 3 clusters Score -728675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -272989.812500 Penalty: 1245.227417
	Iteration 0F: 2 clusters Score -272989.8 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 1080 members 
Entering Unmasked Estep 
Score: -270812.625000 Penalty: 2490.454834
	Iteration 0F: 3 clusters Score -270812.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -271284.562500 Penalty: 2490.454834
	Iteration 1F: 3 clusters Score -271284.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -271405.437500 Penalty: 2490.454834
	Iteration 2F: 3 clusters Score -271405.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -271469.625000 Penalty: 2490.454834
	Iteration 3Q: 3 clusters Score -271469.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271520.437500 Penalty: 2490.454834
	Iteration 4Q: 3 clusters Score -271520.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -271555.375000 Penalty: 2490.454834
	Iteration 5Q: 3 clusters Score -271555.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -271571.468750 Penalty: 2490.454834
	Iteration 6Q: 3 clusters Score -271571.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -271585.656250 Penalty: 2490.454834
	Iteration 7Q: 3 clusters Score -271585.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271597.718750 Penalty: 2490.454834
	Iteration 8Q: 3 clusters Score -271597.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271606.437500 Penalty: 2490.454834
	Iteration 9Q: 3 clusters Score -271606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -271612.625000 Penalty: 2490.454834
	Iteration 10Q: 3 clusters Score -271612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -271620.968750 Penalty: 2490.454834
	Iteration 11Q: 3 clusters Score -271621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271630.625000 Penalty: 2490.454834
	Iteration 12Q: 3 clusters Score -271630.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271638.750000 Penalty: 2490.454834
	Iteration 13Q: 3 clusters Score -271638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271646.031250 Penalty: 2490.454834
	Iteration 14Q: 3 clusters Score -271646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -271652.593750 Penalty: 2490.454834
	Iteration 15Q: 3 clusters Score -271652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -271658.750000 Penalty: 2490.454834
	Iteration 16Q: 3 clusters Score -271658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -271663.156250 Penalty: 2490.454834
	Iteration 17Q: 3 clusters Score -271663.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -271669.562500 Penalty: 2490.454834
	Iteration 18Q: 3 clusters Score -271669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -271676.531250 Penalty: 2490.454834
	Iteration 19Q: 3 clusters Score -271676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271678.593750 Penalty: 2490.454834
	Iteration 20F: 3 clusters Score -271678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271680.593750 Penalty: 2490.454834
	Iteration 21Q: 3 clusters Score -271680.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271682.437500 Penalty: 2490.454834
	Iteration 22Q: 3 clusters Score -271682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271684.062500 Penalty: 2490.454834
	Iteration 23Q: 3 clusters Score -271684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -271685.187500 Penalty: 2490.454834
	Iteration 24Q: 3 clusters Score -271685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -271685.875000 Penalty: 2490.454834
	Iteration 25Q: 3 clusters Score -271685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271686.343750 Penalty: 2490.454834
	Iteration 26Q: 3 clusters Score -271686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -271687.593750 Penalty: 2490.454834
	Iteration 27Q: 3 clusters Score -271687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271689.281250 Penalty: 2490.454834
	Iteration 28Q: 3 clusters Score -271689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271691.187500 Penalty: 2490.454834
	Iteration 29Q: 3 clusters Score -271691.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -271694.218750 Penalty: 2490.454834
	Iteration 30Q: 3 clusters Score -271694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271696.781250 Penalty: 2490.454834
	Iteration 31Q: 3 clusters Score -271696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271697.281250 Penalty: 2490.454834
	Iteration 32Q: 3 clusters Score -271697.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271698.718750 Penalty: 2490.454834
	Iteration 33Q: 3 clusters Score -271698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271700.000000 Penalty: 2490.454834
	Iteration 34Q: 3 clusters Score -271700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -271701.250000 Penalty: 2490.454834
	Iteration 35Q: 3 clusters Score -271701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271702.093750 Penalty: 2490.454834
	Iteration 36Q: 3 clusters Score -271702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271703.031250 Penalty: 2490.454834
	Iteration 37Q: 3 clusters Score -271703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -271704.000000 Penalty: 2490.454834
	Iteration 38Q: 3 clusters Score -271704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271704.687500 Penalty: 2490.454834
	Iteration 39Q: 3 clusters Score -271704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -271705.312500 Penalty: 2490.454834
	Iteration 40F: 3 clusters Score -271705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271705.968750 Penalty: 2490.454834
	Iteration 41Q: 3 clusters Score -271706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -271706.625000 Penalty: 2490.454834
	Iteration 42Q: 3 clusters Score -271706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271706.937500 Penalty: 2490.454834
	Iteration 43Q: 3 clusters Score -271706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271708.843750 Penalty: 2490.454834
	Iteration 44Q: 3 clusters Score -271708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271711.562500 Penalty: 2490.454834
	Iteration 45Q: 3 clusters Score -271711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271713.843750 Penalty: 2490.454834
	Iteration 46Q: 3 clusters Score -271713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -271714.531250 Penalty: 2490.454834
	Iteration 47Q: 3 clusters Score -271714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -271715.625000 Penalty: 2490.454834
	Iteration 48Q: 3 clusters Score -271715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -271715.781250 Penalty: 2490.454834
	Iteration 49Q: 3 clusters Score -271715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -271716.468750 Penalty: 2490.454834
	Iteration 50Q: 3 clusters Score -271716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -271717.031250 Penalty: 2490.454834
	Iteration 51Q: 3 clusters Score -271717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -271718.312500 Penalty: 2490.454834
	Iteration 52Q: 3 clusters Score -271718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -271718.312500 Penalty: 2490.454834
	Iteration 53F: 3 clusters Score -271718.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -21666.720703 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -21666.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21068.078125 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -21068.08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21508.742188 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -21508.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21851.855469 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -21851.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22030.542969 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -22030.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22152.179688 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -22152.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22214.609375 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -22214.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22214.609375 Penalty: 1885.688477
	Iteration 6F: 3 clusters Score -22214.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 125 members 
Entering Unmasked Estep 
Score: -141726224.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141727216.000000 to -141726224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (14086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Entering Unmasked Estep 
Score: -1737303.375000 Penalty: 1552.352173
	Iteration 0F: 2 clusters Score -1737303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1727449.750000 Penalty: 3104.704346
	Iteration 0F: 3 clusters Score -1727450 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1730937.250000 Penalty: 3104.704346
	Iteration 1F: 3 clusters Score -1730937 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1731352.375000 Penalty: 3104.704346
	Iteration 2F: 3 clusters Score -1731352 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1731745.625000 Penalty: 3104.704346
	Iteration 3F: 3 clusters Score -1731746 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1732144.250000 Penalty: 3104.704346
	Iteration 4F: 3 clusters Score -1732144 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1732534.750000 Penalty: 3104.704346
	Iteration 5F: 3 clusters Score -1732535 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1732903.125000 Penalty: 3104.704346
	Iteration 6Q: 3 clusters Score -1732903 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1733305.750000 Penalty: 3104.704346
	Iteration 7Q: 3 clusters Score -1733306 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1733679.750000 Penalty: 3104.704346
	Iteration 8Q: 3 clusters Score -1733680 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1733978.000000 Penalty: 3104.704346
	Iteration 9Q: 3 clusters Score -1733978 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1734160.250000 Penalty: 3104.704346
	Iteration 10Q: 3 clusters Score -1734160 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1734247.250000 Penalty: 3104.704346
	Iteration 11Q: 3 clusters Score -1734247 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1734301.875000 Penalty: 3104.704346
	Iteration 12Q: 3 clusters Score -1734302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1734325.625000 Penalty: 3104.704346
	Iteration 13Q: 3 clusters Score -1734326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1734363.750000 Penalty: 3104.704346
	Iteration 14Q: 3 clusters Score -1734364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1734401.125000 Penalty: 3104.704346
	Iteration 15Q: 3 clusters Score -1734401 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1734430.000000 Penalty: 3104.704346
	Iteration 16Q: 3 clusters Score -1734430 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1734462.500000 Penalty: 3104.704346
	Iteration 17Q: 3 clusters Score -1734462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1734494.000000 Penalty: 3104.704346
	Iteration 18Q: 3 clusters Score -1734494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1734525.750000 Penalty: 3104.704346
	Iteration 19Q: 3 clusters Score -1734526 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1734561.125000 Penalty: 3104.704346
	Iteration 20F: 3 clusters Score -1734561 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1734589.125000 Penalty: 3104.704346
	Iteration 21Q: 3 clusters Score -1734589 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1734619.500000 Penalty: 3104.704346
	Iteration 22Q: 3 clusters Score -1734620 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1734642.875000 Penalty: 3104.704346
	Iteration 23Q: 3 clusters Score -1734643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1734667.875000 Penalty: 3104.704346
	Iteration 24Q: 3 clusters Score -1734668 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1734692.000000 Penalty: 3104.704346
	Iteration 25Q: 3 clusters Score -1734692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1734716.125000 Penalty: 3104.704346
	Iteration 26Q: 3 clusters Score -1734716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1734733.000000 Penalty: 3104.704346
	Iteration 27Q: 3 clusters Score -1734733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1734745.250000 Penalty: 3104.704346
	Iteration 28Q: 3 clusters Score -1734745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1734755.750000 Penalty: 3104.704346
	Iteration 29Q: 3 clusters Score -1734756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1734773.875000 Penalty: 3104.704346
	Iteration 30Q: 3 clusters Score -1734774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1734796.750000 Penalty: 3104.704346
	Iteration 31Q: 3 clusters Score -1734797 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1734822.625000 Penalty: 3104.704346
	Iteration 32Q: 3 clusters Score -1734823 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1734860.000000 Penalty: 3104.704346
	Iteration 33Q: 3 clusters Score -1734860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1734895.625000 Penalty: 3104.704346
	Iteration 34Q: 3 clusters Score -1734896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1734935.375000 Penalty: 3104.704346
	Iteration 35Q: 3 clusters Score -1734935 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1734966.875000 Penalty: 3104.704346
	Iteration 36Q: 3 clusters Score -1734967 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1735002.125000 Penalty: 3104.704346
	Iteration 37Q: 3 clusters Score -1735002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1735028.750000 Penalty: 3104.704346
	Iteration 38Q: 3 clusters Score -1735029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1735051.000000 Penalty: 3104.704346
	Iteration 39Q: 3 clusters Score -1735051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1735084.000000 Penalty: 3104.704346
	Iteration 40F: 3 clusters Score -1735084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1735118.125000 Penalty: 3104.704346
	Iteration 41Q: 3 clusters Score -1735118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1735145.750000 Penalty: 3104.704346
	Iteration 42Q: 3 clusters Score -1735146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1735173.750000 Penalty: 3104.704346
	Iteration 43Q: 3 clusters Score -1735174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1735208.625000 Penalty: 3104.704346
	Iteration 44Q: 3 clusters Score -1735209 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1735238.125000 Penalty: 3104.704346
	Iteration 45Q: 3 clusters Score -1735238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1735260.625000 Penalty: 3104.704346
	Iteration 46Q: 3 clusters Score -1735261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1735284.500000 Penalty: 3104.704346
	Iteration 47Q: 3 clusters Score -1735284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1735316.750000 Penalty: 3104.704346
	Iteration 48Q: 3 clusters Score -1735317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1735346.000000 Penalty: 3104.704346
	Iteration 49Q: 3 clusters Score -1735346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1735388.500000 Penalty: 3104.704346
	Iteration 50Q: 3 clusters Score -1735388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1735423.750000 Penalty: 3104.704346
	Iteration 51Q: 3 clusters Score -1735424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1735460.125000 Penalty: 3104.704346
	Iteration 52Q: 3 clusters Score -1735460 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1735490.000000 Penalty: 3104.704346
	Iteration 53Q: 3 clusters Score -1735490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1735521.250000 Penalty: 3104.704346
	Iteration 54Q: 3 clusters Score -1735521 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1735549.500000 Penalty: 3104.704346
	Iteration 55Q: 3 clusters Score -1735550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1735587.875000 Penalty: 3104.704346
	Iteration 56Q: 3 clusters Score -1735588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1735612.250000 Penalty: 3104.704346
	Iteration 57Q: 3 clusters Score -1735612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1735634.500000 Penalty: 3104.704346
	Iteration 58Q: 3 clusters Score -1735634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1735670.125000 Penalty: 3104.704346
	Iteration 59Q: 3 clusters Score -1735670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1735686.000000 Penalty: 3104.704346
	Iteration 60F: 3 clusters Score -1735686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1735702.250000 Penalty: 3104.704346
	Iteration 61Q: 3 clusters Score -1735702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1735721.000000 Penalty: 3104.704346
	Iteration 62Q: 3 clusters Score -1735721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1735725.250000 Penalty: 3104.704346
	Iteration 63Q: 3 clusters Score -1735725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1735744.125000 Penalty: 3104.704346
	Iteration 64Q: 3 clusters Score -1735744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1735757.750000 Penalty: 3104.704346
	Iteration 65Q: 3 clusters Score -1735758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1735774.250000 Penalty: 3104.704346
	Iteration 66Q: 3 clusters Score -1735774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1735777.750000 Penalty: 3104.704346
	Iteration 67Q: 3 clusters Score -1735778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1735786.750000 Penalty: 3104.704346
	Iteration 68Q: 3 clusters Score -1735787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1735801.250000 Penalty: 3104.704346
	Iteration 69Q: 3 clusters Score -1735801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1735808.000000 Penalty: 3104.704346
	Iteration 70Q: 3 clusters Score -1735808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1735813.625000 Penalty: 3104.704346
	Iteration 71Q: 3 clusters Score -1735814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1735822.375000 Penalty: 3104.704346
	Iteration 72Q: 3 clusters Score -1735822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1735833.375000 Penalty: 3104.704346
	Iteration 73Q: 3 clusters Score -1735833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1735834.000000 Penalty: 3104.704346
	Iteration 74Q: 3 clusters Score -1735834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1735842.500000 Penalty: 3104.704346
	Iteration 75Q: 3 clusters Score -1735842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1735851.750000 Penalty: 3104.704346
	Iteration 76Q: 3 clusters Score -1735852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1735858.875000 Penalty: 3104.704346
	Iteration 77Q: 3 clusters Score -1735859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1735868.375000 Penalty: 3104.704346
	Iteration 78Q: 3 clusters Score -1735868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1735882.000000 Penalty: 3104.704346
	Iteration 79Q: 3 clusters Score -1735882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1735886.750000 Penalty: 3104.704346
	Iteration 80F: 3 clusters Score -1735887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1735901.875000 Penalty: 3104.704346
	Iteration 81Q: 3 clusters Score -1735902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1735901.375000 Penalty: 3104.704346
	Iteration 82Q: 3 clusters Score -1735901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1735911.750000 Penalty: 3104.704346
	Iteration 83Q: 3 clusters Score -1735912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1735915.375000 Penalty: 3104.704346
	Iteration 84Q: 3 clusters Score -1735915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1735922.000000 Penalty: 3104.704346
	Iteration 85Q: 3 clusters Score -1735922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1735926.000000 Penalty: 3104.704346
	Iteration 86Q: 3 clusters Score -1735926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1735935.750000 Penalty: 3104.704346
	Iteration 87Q: 3 clusters Score -1735936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1735938.125000 Penalty: 3104.704346
	Iteration 88Q: 3 clusters Score -1735938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1735947.000000 Penalty: 3104.704346
	Iteration 89Q: 3 clusters Score -1735947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1735954.375000 Penalty: 3104.704346
	Iteration 90Q: 3 clusters Score -1735954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1735959.500000 Penalty: 3104.704346
	Iteration 91Q: 3 clusters Score -1735960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1735961.375000 Penalty: 3104.704346
	Iteration 92Q: 3 clusters Score -1735961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1735963.750000 Penalty: 3104.704346
	Iteration 93Q: 3 clusters Score -1735964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1735975.000000 Penalty: 3104.704346
	Iteration 94Q: 3 clusters Score -1735975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1735984.125000 Penalty: 3104.704346
	Iteration 95Q: 3 clusters Score -1735984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1735984.875000 Penalty: 3104.704346
	Iteration 96Q: 3 clusters Score -1735985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1735984.875000 Penalty: 3104.704346
	Iteration 97Q: 3 clusters Score -1735985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1735995.500000 Penalty: 3104.704346
	Iteration 98Q: 3 clusters Score -1735996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1736006.000000 Penalty: 3104.704346
	Iteration 99Q: 3 clusters Score -1736006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1736010.875000 Penalty: 3104.704346
	Iteration 100F: 3 clusters Score -1736011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1736019.000000 Penalty: 3104.704346
	Iteration 101Q: 3 clusters Score -1736019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1736030.000000 Penalty: 3104.704346
	Iteration 102Q: 3 clusters Score -1736030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1736043.875000 Penalty: 3104.704346
	Iteration 103Q: 3 clusters Score -1736044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1736048.375000 Penalty: 3104.704346
	Iteration 104Q: 3 clusters Score -1736048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1736060.750000 Penalty: 3104.704346
	Iteration 105Q: 3 clusters Score -1736061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1736069.125000 Penalty: 3104.704346
	Iteration 106Q: 3 clusters Score -1736069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1736076.125000 Penalty: 3104.704346
	Iteration 107Q: 3 clusters Score -1736076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1736087.000000 Penalty: 3104.704346
	Iteration 108Q: 3 clusters Score -1736087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1736092.125000 Penalty: 3104.704346
	Iteration 109Q: 3 clusters Score -1736092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1736094.250000 Penalty: 3104.704346
	Iteration 110Q: 3 clusters Score -1736094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1736093.375000 Penalty: 3104.704346
	Iteration 111Q: 3 clusters Score -1736093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1736099.000000 Penalty: 3104.704346
	Iteration 112Q: 3 clusters Score -1736099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1736106.375000 Penalty: 3104.704346
	Iteration 113Q: 3 clusters Score -1736106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1736105.000000 Penalty: 3104.704346
	Iteration 114Q: 3 clusters Score -1736105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1736107.000000 Penalty: 3104.704346
	Iteration 115Q: 3 clusters Score -1736107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1736108.500000 Penalty: 3104.704346
	Iteration 116Q: 3 clusters Score -1736108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1736109.875000 Penalty: 3104.704346
	Iteration 117Q: 3 clusters Score -1736110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1736112.250000 Penalty: 3104.704346
	Iteration 118Q: 3 clusters Score -1736112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1736112.625000 Penalty: 3104.704346
	Iteration 119Q: 3 clusters Score -1736113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1736117.625000 Penalty: 3104.704346
	Iteration 120F: 3 clusters Score -1736118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1736116.750000 Penalty: 3104.704346
	Iteration 121Q: 3 clusters Score -1736117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1736115.875000 Penalty: 3104.704346
	Iteration 122Q: 3 clusters Score -1736116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1736118.250000 Penalty: 3104.704346
	Iteration 123Q: 3 clusters Score -1736118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1736119 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1736119.375000 Penalty: 3104.704346
	Iteration 125F: 3 clusters Score -1736119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (60699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Entering Unmasked Estep 
Score: -7455698.000000 Penalty: 1789.723389
	Iteration 0F: 2 clusters Score -7455698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -7415076.500000 Penalty: 3579.446777
	Iteration 0F: 3 clusters Score -7415076 nChanged 28741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7431288.000000 Penalty: 3579.446777
	Iteration 1F: 3 clusters Score -7431288 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -7431819.500000 Penalty: 3579.446777
	Iteration 2Q: 3 clusters Score -7431820 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -7432537.000000 Penalty: 3579.446777
	Iteration 3Q: 3 clusters Score -7432537 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7433660.000000 Penalty: 3579.446777
	Iteration 4Q: 3 clusters Score -7433660 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7435556.000000 Penalty: 3579.446777
	Iteration 5F: 3 clusters Score -7435556 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -7438659.000000 Penalty: 3579.446777
	Iteration 6F: 3 clusters Score -7438659 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -7442950.500000 Penalty: 3579.446777
	Iteration 7F: 3 clusters Score -7442950 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -7447404.000000 Penalty: 3579.446777
	Iteration 8F: 3 clusters Score -7447404 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -7450773.000000 Penalty: 3579.446777
	Iteration 9F: 3 clusters Score -7450773 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -7452714.500000 Penalty: 3579.446777
	Iteration 10Q: 3 clusters Score -7452714 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -7453591.000000 Penalty: 3579.446777
	Iteration 11Q: 3 clusters Score -7453591 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -7453892.000000 Penalty: 3579.446777
	Iteration 12Q: 3 clusters Score -7453892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -7454013.500000 Penalty: 3579.446777
	Iteration 13Q: 3 clusters Score -7454014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -7454069.000000 Penalty: 3579.446777
	Iteration 14Q: 3 clusters Score -7454069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -7454104.500000 Penalty: 3579.446777
	Iteration 15Q: 3 clusters Score -7454104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -7454109.000000 Penalty: 3579.446777
	Iteration 16Q: 3 clusters Score -7454109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -7454120.500000 Penalty: 3579.446777
	Iteration 17Q: 3 clusters Score -7454120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -7454120.500000 Penalty: 3579.446777
	Iteration 18Q: 3 clusters Score -7454120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -7454121.500000 Penalty: 3579.446777
	Iteration 19Q: 3 clusters Score -7454122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -7454123.000000 Penalty: 3579.446777
	Iteration 20F: 3 clusters Score -7454123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -49076.757812 Penalty: 1017.182007
	Iteration 0F: 2 clusters Score -49076.76 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 272 members 
Entering Unmasked Estep 
Score: -48005.292969 Penalty: 2034.364014
	Iteration 0F: 3 clusters Score -48005.29 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48318.250000 Penalty: 2034.364014
	Iteration 1F: 3 clusters Score -48318.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48679.003906 Penalty: 2034.364014
	Iteration 2F: 3 clusters Score -48679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49048.261719 Penalty: 2034.364014
	Iteration 3F: 3 clusters Score -49048.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49196.085938 Penalty: 2034.364014
	Iteration 4Q: 3 clusters Score -49196.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49277.781250 Penalty: 2034.364014
	Iteration 5Q: 3 clusters Score -49277.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49409.281250 Penalty: 2034.364014
	Iteration 6Q: 3 clusters Score -49409.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49491.507812 Penalty: 2034.364014
	Iteration 7Q: 3 clusters Score -49491.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49542.777344 Penalty: 2034.364014
	Iteration 8Q: 3 clusters Score -49542.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49564.187500 Penalty: 2034.364014
	Iteration 9Q: 3 clusters Score -49564.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49584.953125 Penalty: 2034.364014
	Iteration 10Q: 3 clusters Score -49584.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49599.343750 Penalty: 2034.364014
	Iteration 11Q: 3 clusters Score -49599.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49599.343750 Penalty: 2034.364014
	Iteration 12F: 3 clusters Score -49599.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 312 members 
Entering Unmasked Estep 
Score: -141726064.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141727216.000000 to -141726064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -261078.093750 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -261078.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -258905.093750 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -258905.1 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -259699.953125 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -259700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -259870.312500 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -259870.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -259969.546875 Penalty: 2511.592041
	Iteration 3Q: 3 clusters Score -259969.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -260035.531250 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -260035.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -260091.953125 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -260092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -260142.265625 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -260142.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -260183.375000 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -260183.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -260218.468750 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -260218.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -260244.625000 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -260244.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -260264.390625 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -260264.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -260284.984375 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -260285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -260309.406250 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -260309.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -260324.859375 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -260324.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -260343.250000 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -260343.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -260362.296875 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -260362.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -260375.062500 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -260375.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -260387.046875 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -260387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -260401.718750 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -260401.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -260430.468750 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -260430.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -260460.625000 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -260460.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -260482.250000 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -260482.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -260499.046875 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -260499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -260523.390625 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -260523.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -260543.875000 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -260543.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -260564.671875 Penalty: 2511.592041
	Iteration 25Q: 3 clusters Score -260564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -260576.609375 Penalty: 2511.592041
	Iteration 26Q: 3 clusters Score -260576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -260582.468750 Penalty: 2511.592041
	Iteration 27Q: 3 clusters Score -260582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -260588.031250 Penalty: 2511.592041
	Iteration 28Q: 3 clusters Score -260588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -260595.671875 Penalty: 2511.592041
	Iteration 29Q: 3 clusters Score -260595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -260599.171875 Penalty: 2511.592041
	Iteration 30Q: 3 clusters Score -260599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -260599.500000 Penalty: 2511.592041
	Iteration 31Q: 3 clusters Score -260599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -260600.609375 Penalty: 2511.592041
	Iteration 32Q: 3 clusters Score -260600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -260600.609375 Penalty: 2511.592041
	Iteration 33F: 3 clusters Score -260600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -19593.843750 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -19593.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18823.316406 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -18823.32 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19107.025391 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -19107.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19191.509766 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -19191.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19247.250000 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -19247.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19281.138672 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -19281.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19281.138672 Penalty: 1833.619873
	Iteration 5F: 3 clusters Score -19281.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -78658.640625 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -78658.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77413.531250 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -77413.53 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77663.343750 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -77663.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77763.460938 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -77763.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77824.757812 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -77824.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77876.906250 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -77876.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77905.757812 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -77905.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77925.359375 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -77925.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77949.531250 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -77949.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77963.421875 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -77963.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77976.492188 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -77976.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77988.359375 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -77988.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78013.593750 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -78013.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78052.976562 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -78052.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78119.718750 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -78119.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78179.429688 Penalty: 2124.895508
	Iteration 14Q: 3 clusters Score -78179.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78240.203125 Penalty: 2124.895508
	Iteration 15Q: 3 clusters Score -78240.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78326.265625 Penalty: 2124.895508
	Iteration 16Q: 3 clusters Score -78326.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78427.835938 Penalty: 2124.895508
	Iteration 17Q: 3 clusters Score -78427.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78512.531250 Penalty: 2124.895508
	Iteration 18Q: 3 clusters Score -78512.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78542.976562 Penalty: 2124.895508
	Iteration 19Q: 3 clusters Score -78542.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78565.500000 Penalty: 2124.895508
	Iteration 20F: 3 clusters Score -78565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78576.703125 Penalty: 2124.895508
	Iteration 21Q: 3 clusters Score -78576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78582.648438 Penalty: 2124.895508
	Iteration 22Q: 3 clusters Score -78582.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78583.695312 Penalty: 2124.895508
	Iteration 23Q: 3 clusters Score -78583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78584.234375 Penalty: 2124.895508
	Iteration 24Q: 3 clusters Score -78584.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78584.234375 Penalty: 2124.895508
	Iteration 25F: 3 clusters Score -78584.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -28378.267578 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -28378.27 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 239 members 
Entering Unmasked Estep 
Score: -27515.082031 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -27515.08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28082.853516 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -28082.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28360.884766 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -28360.88 nChanged 23
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: -28534.177734 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -28534.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28600.646484 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -28600.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28666.105469 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -28666.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28697.341797 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -28697.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28706.666016 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -28706.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28712.914062 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -28712.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28720.949219 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -28720.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28723.724609 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -28723.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28723.724609 Penalty: 1978.939697
	Iteration 11F: 3 clusters Score -28723.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
Score: -141726048.000000 Penalty: 83940.617188
Splitting cluster 36 changes total score from -141727216.000000 to -141726048.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 109819 members 
Mstep: Class 3 contains 129726 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120733 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101842 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18019 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96363 members 
Mstep: Class 21 contains 44810 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 112848 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14086 members 
Mstep: Class 31 contains 60699 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727056.000000 Penalty: 81671.953125
Iteration 399Q: 37 clusters Score -1.417271e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 109849 members 
Mstep: Class 3 contains 129702 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 7823 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 13828 members 
Mstep: Class 10 contains 120740 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101848 members 
Mstep: Class 13 contains 7692 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 135550 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 18014 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96318 members 
Mstep: Class 21 contains 44800 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 112866 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2128 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14090 members 
Mstep: Class 31 contains 60706 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727328.000000 Penalty: 81671.953125
Iteration 400F: 37 clusters Score -1.417273e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 109861 members 
Mstep: Class 3 contains 129698 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9986 members 
Mstep: Class 9 contains 13828 members 
Mstep: Class 10 contains 120757 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101854 members 
Mstep: Class 13 contains 7691 members 
Mstep: Class 14 contains 7146 members 
Mstep: Class 15 contains 9513 members 
Mstep: Class 16 contains 135577 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 17999 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96246 members 
Mstep: Class 21 contains 44789 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 112881 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2124 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14091 members 
Mstep: Class 31 contains 60724 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727200.000000 Penalty: 81671.953125
Iteration 401Q: 37 clusters Score -1.417272e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 109879 members 
Mstep: Class 3 contains 129706 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9985 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 120769 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101851 members 
Mstep: Class 13 contains 7690 members 
Mstep: Class 14 contains 7152 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 135605 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 17983 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96167 members 
Mstep: Class 21 contains 44781 members 
Mstep: Class 22 contains 4241 members 
Mstep: Class 23 contains 112904 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 2125 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14094 members 
Mstep: Class 31 contains 60740 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726992.000000 Penalty: 81671.953125
Iteration 402Q: 37 clusters Score -1.41727e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 109893 members 
Mstep: Class 3 contains 129742 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 120775 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101858 members 
Mstep: Class 13 contains 7692 members 
Mstep: Class 14 contains 7159 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 135625 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 17974 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96099 members 
Mstep: Class 21 contains 44768 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 112919 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 2125 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14096 members 
Mstep: Class 31 contains 60738 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727248.000000 Penalty: 81671.953125
Iteration 403Q: 37 clusters Score -1.417272e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 109901 members 
Mstep: Class 3 contains 129772 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 13834 members 
Mstep: Class 10 contains 120784 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101853 members 
Mstep: Class 13 contains 7691 members 
Mstep: Class 14 contains 7165 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 135653 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17966 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 96026 members 
Mstep: Class 21 contains 44765 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 112947 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5943 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14097 members 
Mstep: Class 31 contains 60722 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2273 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727376.000000 Penalty: 81671.953125
Iteration 404Q: 37 clusters Score -1.417274e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 109910 members 
Mstep: Class 3 contains 129791 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 120779 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101848 members 
Mstep: Class 13 contains 7692 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 135674 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17957 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95965 members 
Mstep: Class 21 contains 44759 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 112969 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 2121 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14097 members 
Mstep: Class 31 contains 60712 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2273 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727120.000000 Penalty: 81671.953125
Iteration 405Q: 37 clusters Score -1.417271e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 109925 members 
Mstep: Class 3 contains 129866 members 
Mstep: Class 4 contains 8003 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 120784 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101845 members 
Mstep: Class 13 contains 7695 members 
Mstep: Class 14 contains 7174 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 135650 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17960 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95879 members 
Mstep: Class 21 contains 44750 members 
Mstep: Class 22 contains 4235 members 
Mstep: Class 23 contains 113003 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5943 members 
Mstep: Class 28 contains 2122 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14103 members 
Mstep: Class 31 contains 60696 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2273 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727216.000000 Penalty: 81671.953125
Iteration 406Q: 37 clusters Score -1.417272e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117211 members 
Mstep: Class 2 contains 109951 members 
Mstep: Class 3 contains 129915 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 13828 members 
Mstep: Class 10 contains 120825 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101853 members 
Mstep: Class 13 contains 7696 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 135636 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17954 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95796 members 
Mstep: Class 21 contains 44743 members 
Mstep: Class 22 contains 4235 members 
Mstep: Class 23 contains 113015 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5946 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14106 members 
Mstep: Class 31 contains 60684 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2274 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727104.000000 Penalty: 81671.953125
Iteration 407Q: 37 clusters Score -1.417271e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 109966 members 
Mstep: Class 3 contains 129964 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9975 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 120835 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101854 members 
Mstep: Class 13 contains 7697 members 
Mstep: Class 14 contains 7182 members 
Mstep: Class 15 contains 9529 members 
Mstep: Class 16 contains 135639 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17953 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95703 members 
Mstep: Class 21 contains 44744 members 
Mstep: Class 22 contains 4238 members 
Mstep: Class 23 contains 113043 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5950 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14111 members 
Mstep: Class 31 contains 60671 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2274 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726864.000000 Penalty: 81671.953125
Iteration 408Q: 37 clusters Score -1.417269e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117188 members 
Mstep: Class 2 contains 109967 members 
Mstep: Class 3 contains 130014 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 120843 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101851 members 
Mstep: Class 13 contains 7698 members 
Mstep: Class 14 contains 7185 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 135665 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17944 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95628 members 
Mstep: Class 21 contains 44750 members 
Mstep: Class 22 contains 4238 members 
Mstep: Class 23 contains 113059 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5948 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14117 members 
Mstep: Class 31 contains 60656 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2269 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726688.000000 Penalty: 81671.953125
Iteration 409Q: 37 clusters Score -1.417267e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117204 members 
Mstep: Class 2 contains 109974 members 
Mstep: Class 3 contains 130072 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 7800 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 120857 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101848 members 
Mstep: Class 13 contains 7698 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 9534 members 
Mstep: Class 16 contains 135677 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17940 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95519 members 
Mstep: Class 21 contains 44748 members 
Mstep: Class 22 contains 4238 members 
Mstep: Class 23 contains 113059 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5946 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14125 members 
Mstep: Class 31 contains 60661 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2267 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726496.000000 Penalty: 81671.953125
Iteration 410Q: 37 clusters Score -1.417265e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 109977 members 
Mstep: Class 3 contains 130148 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 7787 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 13822 members 
Mstep: Class 10 contains 120886 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101839 members 
Mstep: Class 13 contains 7699 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 9534 members 
Mstep: Class 16 contains 135701 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95410 members 
Mstep: Class 21 contains 44744 members 
Mstep: Class 22 contains 4235 members 
Mstep: Class 23 contains 113048 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5943 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14131 members 
Mstep: Class 31 contains 60672 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2267 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726544.000000 Penalty: 81671.953125
Iteration 411Q: 37 clusters Score -1.417265e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117197 members 
Mstep: Class 2 contains 109976 members 
Mstep: Class 3 contains 130219 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 13819 members 
Mstep: Class 10 contains 120933 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101835 members 
Mstep: Class 13 contains 7701 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 135739 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95286 members 
Mstep: Class 21 contains 44745 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 contains 113035 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 2114 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14133 members 
Mstep: Class 31 contains 60672 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2266 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726352.000000 Penalty: 81671.953125
Iteration 412Q: 37 clusters Score -1.417264e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 109982 members 
Mstep: Class 3 contains 130305 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 10 contains 120976 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101833 members 
Mstep: Class 13 contains 7703 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 9526 members 
Mstep: Class 16 contains 135761 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17937 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95140 members 
Mstep: Class 21 contains 44741 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113049 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2114 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14136 members 
Mstep: Class 31 contains 60662 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2267 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726208.000000 Penalty: 81671.953125
Iteration 413Q: 37 clusters Score -1.417262e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 2 contains 110000 members 
Mstep: Class 3 contains 130359 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 13808 members 
Mstep: Class 10 contains 121010 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101834 members 
Mstep: Class 13 contains 7702 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 9520 members 
Mstep: Class 16 contains 135786 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17936 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 95021 members 
Mstep: Class 21 contains 44734 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 113056 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14139 members 
Mstep: Class 31 contains 60657 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2265 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725888.000000 Penalty: 81671.953125
Iteration 414Q: 37 clusters Score -1.417259e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 110010 members 
Mstep: Class 3 contains 130444 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9975 members 
Mstep: Class 9 contains 13809 members 
Mstep: Class 10 contains 121040 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101835 members 
Mstep: Class 13 contains 7703 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 9513 members 
Mstep: Class 16 contains 135791 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 17930 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94919 members 
Mstep: Class 21 contains 44726 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113045 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14140 members 
Mstep: Class 31 contains 60648 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2266 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725760.000000 Penalty: 81671.953125
Iteration 415Q: 37 clusters Score -1.417258e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 110013 members 
Mstep: Class 3 contains 130535 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9974 members 
Mstep: Class 9 contains 13809 members 
Mstep: Class 10 contains 121062 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101835 members 
Mstep: Class 13 contains 7704 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 135796 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17916 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94808 members 
Mstep: Class 21 contains 44717 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113031 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14141 members 
Mstep: Class 31 contains 60639 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2265 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725776.000000 Penalty: 81671.953125
Iteration 416Q: 37 clusters Score -1.417258e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 110018 members 
Mstep: Class 3 contains 130589 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 13809 members 
Mstep: Class 10 contains 121075 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101851 members 
Mstep: Class 13 contains 7705 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 135815 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17902 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94706 members 
Mstep: Class 21 contains 44710 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113044 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14143 members 
Mstep: Class 31 contains 60635 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2266 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725744.000000 Penalty: 81671.953125
Iteration 417Q: 37 clusters Score -1.417257e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117326 members 
Mstep: Class 2 contains 110020 members 
Mstep: Class 3 contains 130670 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 13806 members 
Mstep: Class 10 contains 121070 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101862 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 135815 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17897 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94594 members 
Mstep: Class 21 contains 44711 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 113040 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14147 members 
Mstep: Class 31 contains 60633 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2266 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725920.000000 Penalty: 81671.953125
Iteration 418Q: 37 clusters Score -1.417259e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 110025 members 
Mstep: Class 3 contains 130750 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9974 members 
Mstep: Class 9 contains 13809 members 
Mstep: Class 10 contains 121079 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101869 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 135824 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17894 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94491 members 
Mstep: Class 21 contains 44701 members 
Mstep: Class 22 contains 4227 members 
Mstep: Class 23 contains 113051 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14149 members 
Mstep: Class 31 contains 60630 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2261 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725840.000000 Penalty: 81671.953125
Iteration 419Q: 37 clusters Score -1.417258e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117320 members 
Mstep: Class 2 contains 110026 members 
Mstep: Class 3 contains 130857 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 13810 members 
Mstep: Class 10 contains 121088 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101876 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 135845 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17890 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94382 members 
Mstep: Class 21 contains 44682 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 113047 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14153 members 
Mstep: Class 31 contains 60625 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2259 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725552.000000 Penalty: 81671.953125
Iteration 420F: 37 clusters Score -1.417256e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 110024 members 
Mstep: Class 3 contains 130897 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9970 members 
Mstep: Class 9 contains 13810 members 
Mstep: Class 10 contains 121106 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101879 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 9501 members 
Mstep: Class 16 contains 135877 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17878 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94300 members 
Mstep: Class 21 contains 44670 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113061 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14153 members 
Mstep: Class 31 contains 60611 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2258 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725296.000000 Penalty: 81671.953125
Iteration 421Q: 37 clusters Score -1.417253e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 110034 members 
Mstep: Class 3 contains 130949 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 13812 members 
Mstep: Class 10 contains 121136 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101885 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 135886 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17863 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94212 members 
Mstep: Class 21 contains 44663 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113082 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14158 members 
Mstep: Class 31 contains 60595 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2258 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725232.000000 Penalty: 81671.953125
Iteration 422Q: 37 clusters Score -1.417252e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 110047 members 
Mstep: Class 3 contains 130995 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 7749 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 9 contains 13813 members 
Mstep: Class 10 contains 121159 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101887 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 135891 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17855 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94122 members 
Mstep: Class 21 contains 44650 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113113 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2120 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14157 members 
Mstep: Class 31 contains 60583 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2258 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725360.000000 Penalty: 81671.953125
Iteration 423Q: 37 clusters Score -1.417254e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 110047 members 
Mstep: Class 3 contains 131022 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 121190 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101887 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 9498 members 
Mstep: Class 16 contains 135895 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17850 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 94045 members 
Mstep: Class 21 contains 44630 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113160 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2119 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14157 members 
Mstep: Class 31 contains 60578 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2257 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725184.000000 Penalty: 81671.953125
Iteration 424Q: 37 clusters Score -1.417252e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117350 members 
Mstep: Class 2 contains 110043 members 
Mstep: Class 3 contains 131044 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 121238 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101888 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 9496 members 
Mstep: Class 16 contains 135900 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17842 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93953 members 
Mstep: Class 21 contains 44624 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113181 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14162 members 
Mstep: Class 31 contains 60565 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2258 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141725264.000000 Penalty: 81671.953125
Iteration 425Q: 37 clusters Score -1.417253e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 110039 members 
Mstep: Class 3 contains 131027 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 121270 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101888 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 9496 members 
Mstep: Class 16 contains 135920 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 17839 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93867 members 
Mstep: Class 21 contains 44610 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113220 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2111 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14164 members 
Mstep: Class 31 contains 60568 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2255 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724944.000000 Penalty: 81671.953125
Iteration 426Q: 37 clusters Score -1.417249e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117396 members 
Mstep: Class 2 contains 110036 members 
Mstep: Class 3 contains 131015 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 10 contains 121291 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101887 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 135934 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 17841 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93782 members 
Mstep: Class 21 contains 44599 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113268 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2111 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14166 members 
Mstep: Class 31 contains 60578 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2254 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724800.000000 Penalty: 81671.953125
Iteration 427Q: 37 clusters Score -1.417248e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117426 members 
Mstep: Class 2 contains 110042 members 
Mstep: Class 3 contains 130994 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 121300 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101880 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 7204 members 
Mstep: Class 15 contains 9492 members 
Mstep: Class 16 contains 135963 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17836 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93722 members 
Mstep: Class 21 contains 44585 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113287 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14170 members 
Mstep: Class 31 contains 60582 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2254 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724688.000000 Penalty: 81671.953125
Iteration 428Q: 37 clusters Score -1.417247e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117435 members 
Mstep: Class 2 contains 110034 members 
Mstep: Class 3 contains 130964 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 121334 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101884 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 7204 members 
Mstep: Class 15 contains 9490 members 
Mstep: Class 16 contains 135983 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 17836 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93652 members 
Mstep: Class 21 contains 44584 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113313 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 60591 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2254 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724912.000000 Penalty: 81671.953125
Iteration 429Q: 37 clusters Score -1.417249e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 110027 members 
Mstep: Class 3 contains 130925 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 13811 members 
Mstep: Class 10 contains 121365 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101881 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 9488 members 
Mstep: Class 16 contains 135996 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 17832 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93588 members 
Mstep: Class 21 contains 44578 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113360 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2117 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14179 members 
Mstep: Class 31 contains 60607 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2254 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724896.000000 Penalty: 81671.953125
Iteration 430Q: 37 clusters Score -1.417249e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117490 members 
Mstep: Class 2 contains 110019 members 
Mstep: Class 3 contains 130887 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 13812 members 
Mstep: Class 10 contains 121398 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101873 members 
Mstep: Class 13 contains 7709 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 136047 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 17830 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93497 members 
Mstep: Class 21 contains 44576 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113388 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 2114 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14186 members 
Mstep: Class 31 contains 60613 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2255 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724848.000000 Penalty: 81671.953125
Iteration 431Q: 37 clusters Score -1.417248e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 110019 members 
Mstep: Class 3 contains 130828 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 13811 members 
Mstep: Class 10 contains 121439 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101879 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 7204 members 
Mstep: Class 15 contains 9483 members 
Mstep: Class 16 contains 136109 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 17823 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93415 members 
Mstep: Class 21 contains 44569 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 113415 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2114 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14194 members 
Mstep: Class 31 contains 60608 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2254 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724848.000000 Penalty: 81671.953125
Iteration 432Q: 37 clusters Score -1.417248e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117533 members 
Mstep: Class 2 contains 110014 members 
Mstep: Class 3 contains 130792 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 13811 members 
Mstep: Class 10 contains 121480 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101876 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 7206 members 
Mstep: Class 15 contains 9481 members 
Mstep: Class 16 contains 136164 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 17823 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93326 members 
Mstep: Class 21 contains 44560 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113440 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14210 members 
Mstep: Class 31 contains 60599 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2253 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724640.000000 Penalty: 81671.953125
Iteration 433Q: 37 clusters Score -1.417246e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 110031 members 
Mstep: Class 3 contains 130742 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 13813 members 
Mstep: Class 10 contains 121522 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101886 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 9476 members 
Mstep: Class 16 contains 136222 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 17821 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93269 members 
Mstep: Class 21 contains 44560 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 113446 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14213 members 
Mstep: Class 31 contains 60591 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2252 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724512.000000 Penalty: 81671.953125
Iteration 434Q: 37 clusters Score -1.417245e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 110040 members 
Mstep: Class 3 contains 130734 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9960 members 
Mstep: Class 9 contains 13816 members 
Mstep: Class 10 contains 121537 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101897 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 136273 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 17813 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93206 members 
Mstep: Class 21 contains 44550 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113467 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14213 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2251 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724480.000000 Penalty: 81671.953125
Iteration 435Q: 37 clusters Score -1.417245e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 110047 members 
Mstep: Class 3 contains 130705 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9957 members 
Mstep: Class 9 contains 13812 members 
Mstep: Class 10 contains 121550 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101908 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 7207 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 136348 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 17809 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93170 members 
Mstep: Class 21 contains 44526 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 113485 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 2111 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14211 members 
Mstep: Class 31 contains 60581 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2251 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724304.000000 Penalty: 81671.953125
Iteration 436Q: 37 clusters Score -1.417243e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117512 members 
Mstep: Class 2 contains 110052 members 
Mstep: Class 3 contains 130675 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 13810 members 
Mstep: Class 10 contains 121570 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101919 members 
Mstep: Class 13 contains 7709 members 
Mstep: Class 14 contains 7207 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 136392 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 17811 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93114 members 
Mstep: Class 21 contains 44510 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 113515 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 2113 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14211 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2250 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724432.000000 Penalty: 81671.953125
Iteration 437Q: 37 clusters Score -1.417244e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117508 members 
Mstep: Class 2 contains 110058 members 
Mstep: Class 3 contains 130625 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9951 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 10 contains 121575 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101933 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 7207 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 136479 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 17807 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 93046 members 
Mstep: Class 21 contains 44491 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 contains 113545 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 2115 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14214 members 
Mstep: Class 31 contains 60576 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724304.000000 Penalty: 81671.953125
Iteration 438Q: 37 clusters Score -1.417243e+08 nChanged 767
Entering ConstructFrom: 
Score: -141724304.000000 Penalty: 81671.953125
Entering ConstructFrom: 
Trying to split cluster 1 (117492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Entering Unmasked Estep 
Score: -14781784.000000 Penalty: 1897.045410
	Iteration 0F: 2 clusters Score -1.478178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -14707178.000000 Penalty: 3794.090820
	Iteration 0F: 3 clusters Score -1.470718e+07 nChanged 56587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -14740330.000000 Penalty: 3794.090820
	Iteration 1F: 3 clusters Score -1.474033e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -14741616.000000 Penalty: 3794.090820
	Iteration 2Q: 3 clusters Score -1.474162e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -14743250.000000 Penalty: 3794.090820
	Iteration 3Q: 3 clusters Score -1.474325e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -14745241.000000 Penalty: 3794.090820
	Iteration 4Q: 3 clusters Score -1.474524e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -14747573.000000 Penalty: 3794.090820
	Iteration 5Q: 3 clusters Score -1.474757e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -14750827.000000 Penalty: 3794.090820
	Iteration 6F: 3 clusters Score -1.475083e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -14754791.000000 Penalty: 3794.090820
	Iteration 7F: 3 clusters Score -1.475479e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -14759220.000000 Penalty: 3794.090820
	Iteration 8F: 3 clusters Score -1.475922e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -14763292.000000 Penalty: 3794.090820
	Iteration 9F: 3 clusters Score -1.476329e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -14766905.000000 Penalty: 3794.090820
	Iteration 10Q: 3 clusters Score -1.47669e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -14769613.000000 Penalty: 3794.090820
	Iteration 11Q: 3 clusters Score -1.476961e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -14771911.000000 Penalty: 3794.090820
	Iteration 12Q: 3 clusters Score -1.477191e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -14773805.000000 Penalty: 3794.090820
	Iteration 13Q: 3 clusters Score -1.47738e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -14775366.000000 Penalty: 3794.090820
	Iteration 14Q: 3 clusters Score -1.477537e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -14776563.000000 Penalty: 3794.090820
	Iteration 15Q: 3 clusters Score -1.477656e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108354 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -14777469.000000 Penalty: 3794.090820
	Iteration 16Q: 3 clusters Score -1.477747e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -14778275.000000 Penalty: 3794.090820
	Iteration 17Q: 3 clusters Score -1.477828e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112083 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -14778805.000000 Penalty: 3794.090820
	Iteration 18Q: 3 clusters Score -1.47788e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113294 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -14779208.000000 Penalty: 3794.090820
	Iteration 19Q: 3 clusters Score -1.477921e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114226 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -14779502.000000 Penalty: 3794.090820
	Iteration 20F: 3 clusters Score -1.47795e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -14779689.000000 Penalty: 3794.090820
	Iteration 21Q: 3 clusters Score -1.477969e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -14779844.000000 Penalty: 3794.090820
	Iteration 22Q: 3 clusters Score -1.477984e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115736 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -14779973.000000 Penalty: 3794.090820
	Iteration 23Q: 3 clusters Score -1.477997e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14780050.000000 Penalty: 3794.090820
	Iteration 24Q: 3 clusters Score -1.478005e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -14780070.000000 Penalty: 3794.090820
	Iteration 25Q: 3 clusters Score -1.478007e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116237 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14780114.000000 Penalty: 3794.090820
	Iteration 26Q: 3 clusters Score -1.478011e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -14780154.000000 Penalty: 3794.090820
	Iteration 27Q: 3 clusters Score -1.478015e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14780182.000000 Penalty: 3794.090820
	Iteration 28Q: 3 clusters Score -1.478018e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -14780201.000000 Penalty: 3794.090820
	Iteration 29Q: 3 clusters Score -1.47802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116484 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14780213.000000 Penalty: 3794.090820
	Iteration 30Q: 3 clusters Score -1.478021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -14780227.000000 Penalty: 3794.090820
	Iteration 31Q: 3 clusters Score -1.478023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -14780242.000000 Penalty: 3794.090820
	Iteration 32Q: 3 clusters Score -1.478024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116546 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14780247.000000 Penalty: 3794.090820
	Iteration 33Q: 3 clusters Score -1.478025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116568 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -14780242.000000 Penalty: 3794.090820
	Iteration 34Q: 3 clusters Score -1.478024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14780259.000000 Penalty: 3794.090820
	Iteration 35Q: 3 clusters Score -1.478026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -14780260.000000 Penalty: 3794.090820
	Iteration 36Q: 3 clusters Score -1.478026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116619 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14780278.000000 Penalty: 3794.090820
	Iteration 37Q: 3 clusters Score -1.478028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116631 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14780297.000000 Penalty: 3794.090820
	Iteration 38Q: 3 clusters Score -1.47803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14780302.000000 Penalty: 3794.090820
	Iteration 39Q: 3 clusters Score -1.47803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116654 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14780305.000000 Penalty: 3794.090820
	Iteration 40F: 3 clusters Score -1.47803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14780309.000000 Penalty: 3794.090820
	Iteration 41Q: 3 clusters Score -1.478031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14780300.000000 Penalty: 3794.090820
	Iteration 42Q: 3 clusters Score -1.47803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14780306.000000 Penalty: 3794.090820
	Iteration 43Q: 3 clusters Score -1.478031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14780304.000000 Penalty: 3794.090820
	Iteration 44Q: 3 clusters Score -1.47803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14780308.000000 Penalty: 3794.090820
	Iteration 45Q: 3 clusters Score -1.478031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14780306.000000 Penalty: 3794.090820
	Iteration 46Q: 3 clusters Score -1.478031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116689 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14780308.000000 Penalty: 3794.090820
	Iteration 47Q: 3 clusters Score -1.478031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -14780312.000000 Penalty: 3794.090820
	Iteration 48Q: 3 clusters Score -1.478031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14780306.000000 Penalty: 3794.090820
	Iteration 49Q: 3 clusters Score -1.478031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14780309.000000 Penalty: 3794.090820
	Iteration 50Q: 3 clusters Score -1.478031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116700 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14780308.000000 Penalty: 3794.090820
	Iteration 51Q: 3 clusters Score -1.478031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116704 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14780309.000000 Penalty: 3794.090820
	Iteration 52Q: 3 clusters Score -1.478031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14780313.000000 Penalty: 3794.090820
	Iteration 53Q: 3 clusters Score -1.478031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14780314.000000 Penalty: 3794.090820
	Iteration 54Q: 3 clusters Score -1.478031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116718 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14780315.000000 Penalty: 3794.090820
	Iteration 55Q: 3 clusters Score -1.478032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14780321.000000 Penalty: 3794.090820
	Iteration 56Q: 3 clusters Score -1.478032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14780319.000000 Penalty: 3794.090820
	Iteration 57Q: 3 clusters Score -1.478032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14780315.000000 Penalty: 3794.090820
	Iteration 58Q: 3 clusters Score -1.478032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14780321.000000 Penalty: 3794.090820
	Iteration 59Q: 3 clusters Score -1.478032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116733 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14780318.000000 Penalty: 3794.090820
	Iteration 60F: 3 clusters Score -1.478032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Entering Unmasked Estep 
Score: -13855162.000000 Penalty: 1886.428467
	Iteration 0F: 2 clusters Score -1.385516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -13783480.000000 Penalty: 3772.856934
	Iteration 0F: 3 clusters Score -1.378348e+07 nChanged 52832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -13813534.000000 Penalty: 3772.856934
	Iteration 1F: 3 clusters Score -1.381353e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -13814199.000000 Penalty: 3772.856934
	Iteration 2Q: 3 clusters Score -1.38142e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -13814803.000000 Penalty: 3772.856934
	Iteration 3Q: 3 clusters Score -1.38148e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -13815444.000000 Penalty: 3772.856934
	Iteration 4Q: 3 clusters Score -1.381544e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -13816116.000000 Penalty: 3772.856934
	Iteration 5Q: 3 clusters Score -1.381612e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -13816930.000000 Penalty: 3772.856934
	Iteration 6Q: 3 clusters Score -1.381693e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -13818031.000000 Penalty: 3772.856934
	Iteration 7Q: 3 clusters Score -1.381803e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -13819463.000000 Penalty: 3772.856934
	Iteration 8Q: 3 clusters Score -1.381946e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -13821192.000000 Penalty: 3772.856934
	Iteration 9Q: 3 clusters Score -1.382119e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -13823757.000000 Penalty: 3772.856934
	Iteration 10Q: 3 clusters Score -1.382376e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -13827169.000000 Penalty: 3772.856934
	Iteration 11F: 3 clusters Score -1.382717e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -13831803.000000 Penalty: 3772.856934
	Iteration 12F: 3 clusters Score -1.38318e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -13836500.000000 Penalty: 3772.856934
	Iteration 13F: 3 clusters Score -1.38365e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -13839580.000000 Penalty: 3772.856934
	Iteration 14F: 3 clusters Score -1.383958e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -13840824.000000 Penalty: 3772.856934
	Iteration 15Q: 3 clusters Score -1.384082e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -13841529.000000 Penalty: 3772.856934
	Iteration 16Q: 3 clusters Score -1.384153e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -13842051.000000 Penalty: 3772.856934
	Iteration 17Q: 3 clusters Score -1.384205e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -13842320.000000 Penalty: 3772.856934
	Iteration 18Q: 3 clusters Score -1.384232e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -13842758.000000 Penalty: 3772.856934
	Iteration 19Q: 3 clusters Score -1.384276e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -13843080.000000 Penalty: 3772.856934
	Iteration 20F: 3 clusters Score -1.384308e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -13843353.000000 Penalty: 3772.856934
	Iteration 21Q: 3 clusters Score -1.384335e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -13843587.000000 Penalty: 3772.856934
	Iteration 22Q: 3 clusters Score -1.384359e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -13843820.000000 Penalty: 3772.856934
	Iteration 23Q: 3 clusters Score -1.384382e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -13844088.000000 Penalty: 3772.856934
	Iteration 24Q: 3 clusters Score -1.384409e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -13844306.000000 Penalty: 3772.856934
	Iteration 25Q: 3 clusters Score -1.384431e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -13844510.000000 Penalty: 3772.856934
	Iteration 26Q: 3 clusters Score -1.384451e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -13844657.000000 Penalty: 3772.856934
	Iteration 27Q: 3 clusters Score -1.384466e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -13844865.000000 Penalty: 3772.856934
	Iteration 28Q: 3 clusters Score -1.384486e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -13845047.000000 Penalty: 3772.856934
	Iteration 29Q: 3 clusters Score -1.384505e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -13845173.000000 Penalty: 3772.856934
	Iteration 30Q: 3 clusters Score -1.384517e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -13845262.000000 Penalty: 3772.856934
	Iteration 31Q: 3 clusters Score -1.384526e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -13845431.000000 Penalty: 3772.856934
	Iteration 32Q: 3 clusters Score -1.384543e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -13845538.000000 Penalty: 3772.856934
	Iteration 33Q: 3 clusters Score -1.384554e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -13845624.000000 Penalty: 3772.856934
	Iteration 34Q: 3 clusters Score -1.384562e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -13845755.000000 Penalty: 3772.856934
	Iteration 35Q: 3 clusters Score -1.384576e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -13845766.000000 Penalty: 3772.856934
	Iteration 36Q: 3 clusters Score -1.384577e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -13845864.000000 Penalty: 3772.856934
	Iteration 37Q: 3 clusters Score -1.384586e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -13845909.000000 Penalty: 3772.856934
	Iteration 38Q: 3 clusters Score -1.384591e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -13845935.000000 Penalty: 3772.856934
	Iteration 39Q: 3 clusters Score -1.384594e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -13846000.000000 Penalty: 3772.856934
	Iteration 40F: 3 clusters Score -1.3846e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -13846059.000000 Penalty: 3772.856934
	Iteration 41Q: 3 clusters Score -1.384606e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -13846110.000000 Penalty: 3772.856934
	Iteration 42Q: 3 clusters Score -1.384611e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -13846131.000000 Penalty: 3772.856934
	Iteration 43Q: 3 clusters Score -1.384613e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -13846178.000000 Penalty: 3772.856934
	Iteration 44Q: 3 clusters Score -1.384618e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -13846211.000000 Penalty: 3772.856934
	Iteration 45Q: 3 clusters Score -1.384621e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -13846321.000000 Penalty: 3772.856934
	Iteration 46Q: 3 clusters Score -1.384632e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -13846316.000000 Penalty: 3772.856934
	Iteration 47Q: 3 clusters Score -1.384632e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -13846333.000000 Penalty: 3772.856934
	Iteration 48Q: 3 clusters Score -1.384633e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -13846415.000000 Penalty: 3772.856934
	Iteration 49Q: 3 clusters Score -1.384642e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -13846451.000000 Penalty: 3772.856934
	Iteration 50Q: 3 clusters Score -1.384645e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -13846505.000000 Penalty: 3772.856934
	Iteration 51Q: 3 clusters Score -1.38465e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -13846541.000000 Penalty: 3772.856934
	Iteration 52Q: 3 clusters Score -1.384654e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -13846574.000000 Penalty: 3772.856934
	Iteration 53Q: 3 clusters Score -1.384657e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -13846625.000000 Penalty: 3772.856934
	Iteration 54Q: 3 clusters Score -1.384662e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -13846651.000000 Penalty: 3772.856934
	Iteration 55Q: 3 clusters Score -1.384665e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -13846679.000000 Penalty: 3772.856934
	Iteration 56Q: 3 clusters Score -1.384668e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -13846720.000000 Penalty: 3772.856934
	Iteration 57Q: 3 clusters Score -1.384672e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -13846755.000000 Penalty: 3772.856934
	Iteration 58Q: 3 clusters Score -1.384676e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -13846786.000000 Penalty: 3772.856934
	Iteration 59Q: 3 clusters Score -1.384679e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -13846791.000000 Penalty: 3772.856934
	Iteration 60F: 3 clusters Score -1.384679e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -13846778.000000 Penalty: 3772.856934
	Iteration 61Q: 3 clusters Score -1.384678e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -13846795.000000 Penalty: 3772.856934
	Iteration 62Q: 3 clusters Score -1.38468e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -13846810.000000 Penalty: 3772.856934
	Iteration 63Q: 3 clusters Score -1.384681e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -13846805.000000 Penalty: 3772.856934
	Iteration 64Q: 3 clusters Score -1.38468e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -13846783.000000 Penalty: 3772.856934
	Iteration 65Q: 3 clusters Score -1.384678e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -13846827.000000 Penalty: 3772.856934
	Iteration 66Q: 3 clusters Score -1.384683e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -13846852.000000 Penalty: 3772.856934
	Iteration 67Q: 3 clusters Score -1.384685e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -13846862.000000 Penalty: 3772.856934
	Iteration 68Q: 3 clusters Score -1.384686e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -13846877.000000 Penalty: 3772.856934
	Iteration 69Q: 3 clusters Score -1.384688e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -13846866.000000 Penalty: 3772.856934
	Iteration 70Q: 3 clusters Score -1.384687e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -13846908.000000 Penalty: 3772.856934
	Iteration 71Q: 3 clusters Score -1.384691e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -13846950.000000 Penalty: 3772.856934
	Iteration 72Q: 3 clusters Score -1.384695e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -13846986.000000 Penalty: 3772.856934
	Iteration 73Q: 3 clusters Score -1.384699e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -13846970.000000 Penalty: 3772.856934
	Iteration 74Q: 3 clusters Score -1.384697e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -13847002.000000 Penalty: 3772.856934
	Iteration 75Q: 3 clusters Score -1.3847e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -13847036.000000 Penalty: 3772.856934
	Iteration 76Q: 3 clusters Score -1.384704e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -13847021.000000 Penalty: 3772.856934
	Iteration 77Q: 3 clusters Score -1.384702e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -13847040.000000 Penalty: 3772.856934
	Iteration 78Q: 3 clusters Score -1.384704e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -13847053.000000 Penalty: 3772.856934
	Iteration 79Q: 3 clusters Score -1.384705e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -13847108.000000 Penalty: 3772.856934
	Iteration 80F: 3 clusters Score -1.384711e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -13847133.000000 Penalty: 3772.856934
	Iteration 81Q: 3 clusters Score -1.384713e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -13847177.000000 Penalty: 3772.856934
	Iteration 82Q: 3 clusters Score -1.384718e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -13847221.000000 Penalty: 3772.856934
	Iteration 83Q: 3 clusters Score -1.384722e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -13847301.000000 Penalty: 3772.856934
	Iteration 84Q: 3 clusters Score -1.38473e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -13847325.000000 Penalty: 3772.856934
	Iteration 85Q: 3 clusters Score -1.384732e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -13847406.000000 Penalty: 3772.856934
	Iteration 86Q: 3 clusters Score -1.384741e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -13847488.000000 Penalty: 3772.856934
	Iteration 87Q: 3 clusters Score -1.384749e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -13847550.000000 Penalty: 3772.856934
	Iteration 88Q: 3 clusters Score -1.384755e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -13847578.000000 Penalty: 3772.856934
	Iteration 89Q: 3 clusters Score -1.384758e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -13847635.000000 Penalty: 3772.856934
	Iteration 90Q: 3 clusters Score -1.384764e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -13847724.000000 Penalty: 3772.856934
	Iteration 91Q: 3 clusters Score -1.384772e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -13847854.000000 Penalty: 3772.856934
	Iteration 92Q: 3 clusters Score -1.384785e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -13847943.000000 Penalty: 3772.856934
	Iteration 93Q: 3 clusters Score -1.384794e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 87466 members 
Entering Unmasked Estep 
Score: -13848073.000000 Penalty: 3772.856934
	Iteration 94Q: 3 clusters Score -1.384807e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -13848162.000000 Penalty: 3772.856934
	Iteration 95Q: 3 clusters Score -1.384816e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -13848251.000000 Penalty: 3772.856934
	Iteration 96Q: 3 clusters Score -1.384825e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -13848446.000000 Penalty: 3772.856934
	Iteration 97Q: 3 clusters Score -1.384845e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -13848605.000000 Penalty: 3772.856934
	Iteration 98Q: 3 clusters Score -1.38486e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -13848712.000000 Penalty: 3772.856934
	Iteration 99Q: 3 clusters Score -1.384871e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -13848791.000000 Penalty: 3772.856934
	Iteration 100F: 3 clusters Score -1.384879e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -13848963.000000 Penalty: 3772.856934
	Iteration 101Q: 3 clusters Score -1.384896e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -13849126.000000 Penalty: 3772.856934
	Iteration 102Q: 3 clusters Score -1.384913e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -13849251.000000 Penalty: 3772.856934
	Iteration 103Q: 3 clusters Score -1.384925e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -13849369.000000 Penalty: 3772.856934
	Iteration 104Q: 3 clusters Score -1.384937e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -13849558.000000 Penalty: 3772.856934
	Iteration 105Q: 3 clusters Score -1.384956e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -13849699.000000 Penalty: 3772.856934
	Iteration 106Q: 3 clusters Score -1.38497e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -13849832.000000 Penalty: 3772.856934
	Iteration 107Q: 3 clusters Score -1.384983e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -13850058.000000 Penalty: 3772.856934
	Iteration 108Q: 3 clusters Score -1.385006e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -13850334.000000 Penalty: 3772.856934
	Iteration 109Q: 3 clusters Score -1.385033e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -13850515.000000 Penalty: 3772.856934
	Iteration 110Q: 3 clusters Score -1.385052e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -13850725.000000 Penalty: 3772.856934
	Iteration 111Q: 3 clusters Score -1.385072e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -13850956.000000 Penalty: 3772.856934
	Iteration 112Q: 3 clusters Score -1.385096e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -13851185.000000 Penalty: 3772.856934
	Iteration 113Q: 3 clusters Score -1.385118e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -13851464.000000 Penalty: 3772.856934
	Iteration 114Q: 3 clusters Score -1.385146e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -13851730.000000 Penalty: 3772.856934
	Iteration 115Q: 3 clusters Score -1.385173e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -13851892.000000 Penalty: 3772.856934
	Iteration 116Q: 3 clusters Score -1.385189e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -13852111.000000 Penalty: 3772.856934
	Iteration 117Q: 3 clusters Score -1.385211e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 103067 members 
Entering Unmasked Estep 
Score: -13852316.000000 Penalty: 3772.856934
	Iteration 118Q: 3 clusters Score -1.385232e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -13852517.000000 Penalty: 3772.856934
	Iteration 119Q: 3 clusters Score -1.385252e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -13852711.000000 Penalty: 3772.856934
	Iteration 120F: 3 clusters Score -1.385271e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -13852889.000000 Penalty: 3772.856934
	Iteration 121Q: 3 clusters Score -1.385289e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -13853040.000000 Penalty: 3772.856934
	Iteration 122Q: 3 clusters Score -1.385304e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 105717 members 
Entering Unmasked Estep 
Score: -13853113.000000 Penalty: 3772.856934
	Iteration 123Q: 3 clusters Score -1.385311e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -13853202.000000 Penalty: 3772.856934
	Iteration 124Q: 3 clusters Score -1.38532e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 106398 members 
Entering Unmasked Estep 
Score: -13853237.000000 Penalty: 3772.856934
	Iteration 125Q: 3 clusters Score -1.385324e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 106685 members 
Entering Unmasked Estep 
Score: -13853274.000000 Penalty: 3772.856934
	Iteration 126Q: 3 clusters Score -1.385327e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -13853347.000000 Penalty: 3772.856934
	Iteration 127Q: 3 clusters Score -1.385335e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -13853360.000000 Penalty: 3772.856934
	Iteration 128Q: 3 clusters Score -1.385336e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -13853384.000000 Penalty: 3772.856934
	Iteration 129Q: 3 clusters Score -1.385338e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -13853408.000000 Penalty: 3772.856934
	Iteration 130Q: 3 clusters Score -1.385341e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -13853416.000000 Penalty: 3772.856934
	Iteration 131Q: 3 clusters Score -1.385342e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -13853432.000000 Penalty: 3772.856934
	Iteration 132Q: 3 clusters Score -1.385343e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -13853455.000000 Penalty: 3772.856934
	Iteration 133Q: 3 clusters Score -1.385346e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -13853453.000000 Penalty: 3772.856934
	Iteration 134Q: 3 clusters Score -1.385345e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -13853475.000000 Penalty: 3772.856934
	Iteration 135Q: 3 clusters Score -1.385348e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 108191 members 
Entering Unmasked Estep 
Score: -13853474.000000 Penalty: 3772.856934
	Iteration 136Q: 3 clusters Score -1.385347e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -13853503.000000 Penalty: 3772.856934
	Iteration 137Q: 3 clusters Score -1.38535e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -13853502.000000 Penalty: 3772.856934
	Iteration 138Q: 3 clusters Score -1.38535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -13853513.000000 Penalty: 3772.856934
	Iteration 139Q: 3 clusters Score -1.385351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 108429 members 
Entering Unmasked Estep 
Score: -13853529.000000 Penalty: 3772.856934
	Iteration 140F: 3 clusters Score -1.385353e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -13853521.000000 Penalty: 3772.856934
	Iteration 141Q: 3 clusters Score -1.385352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -13853522.000000 Penalty: 3772.856934
	Iteration 142Q: 3 clusters Score -1.385352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -13853527.000000 Penalty: 3772.856934
	Iteration 143Q: 3 clusters Score -1.385353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -13853519.000000 Penalty: 3772.856934
	Iteration 144Q: 3 clusters Score -1.385352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -13853515.000000 Penalty: 3772.856934
	Iteration 145Q: 3 clusters Score -1.385352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -13853516.000000 Penalty: 3772.856934
	Iteration 146Q: 3 clusters Score -1.385352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -13853535.000000 Penalty: 3772.856934
	Iteration 147Q: 3 clusters Score -1.385354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -13853524.000000 Penalty: 3772.856934
	Iteration 148Q: 3 clusters Score -1.385352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -13853539.000000 Penalty: 3772.856934
	Iteration 149Q: 3 clusters Score -1.385354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -13853546.000000 Penalty: 3772.856934
	Iteration 150Q: 3 clusters Score -1.385355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -13853549.000000 Penalty: 3772.856934
	Iteration 151Q: 3 clusters Score -1.385355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -13853544.000000 Penalty: 3772.856934
	Iteration 152Q: 3 clusters Score -1.385354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -13853542.000000 Penalty: 3772.856934
	Iteration 153Q: 3 clusters Score -1.385354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -13853549.000000 Penalty: 3772.856934
	Iteration 154Q: 3 clusters Score -1.385355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -13853540.000000 Penalty: 3772.856934
	Iteration 155Q: 3 clusters Score -1.385354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -13853550.000000 Penalty: 3772.856934
	Iteration 156Q: 3 clusters Score -1.385355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -13853556.000000 Penalty: 3772.856934
	Iteration 157Q: 3 clusters Score -1.385356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -13853569.000000 Penalty: 3772.856934
	Iteration 158Q: 3 clusters Score -1.385357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -13853562.000000 Penalty: 3772.856934
	Iteration 159Q: 3 clusters Score -1.385356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -13853559.000000 Penalty: 3772.856934
	Iteration 160F: 3 clusters Score -1.385356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -13853558.000000 Penalty: 3772.856934
	Iteration 161Q: 3 clusters Score -1.385356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 108762 members 
Entering Unmasked Estep 
Score: -13853562.000000 Penalty: 3772.856934
	Iteration 162Q: 3 clusters Score -1.385356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 108762 members 
Entering Unmasked Estep 
Score: -13853557.000000 Penalty: 3772.856934
	Iteration 163Q: 3 clusters Score -1.385356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -13853557.000000 Penalty: 3772.856934
	Iteration 164Q: 3 clusters Score -1.385356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -13853557.000000 Penalty: 3772.856934
	Iteration 165F: 3 clusters Score -1.385356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (130602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Entering Unmasked Estep 
Score: -16528798.000000 Penalty: 1914.235352
	Iteration 0F: 2 clusters Score -1.65288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -16449154.000000 Penalty: 3828.470703
	Iteration 0F: 3 clusters Score -1.644915e+07 nChanged 62911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -16486202.000000 Penalty: 3828.470703
	Iteration 1F: 3 clusters Score -1.64862e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -16487802.000000 Penalty: 3828.470703
	Iteration 2Q: 3 clusters Score -1.64878e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -16490538.000000 Penalty: 3828.470703
	Iteration 3Q: 3 clusters Score -1.649054e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -16495219.000000 Penalty: 3828.470703
	Iteration 4F: 3 clusters Score -1.649522e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -16502309.000000 Penalty: 3828.470703
	Iteration 5F: 3 clusters Score -1.650231e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -16510934.000000 Penalty: 3828.470703
	Iteration 6F: 3 clusters Score -1.651093e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111153 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -16518212.000000 Penalty: 3828.470703
	Iteration 7F: 3 clusters Score -1.651821e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -16521985.000000 Penalty: 3828.470703
	Iteration 8Q: 3 clusters Score -1.652198e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -16523819.000000 Penalty: 3828.470703
	Iteration 9Q: 3 clusters Score -1.652382e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120799 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -16524731.000000 Penalty: 3828.470703
	Iteration 10Q: 3 clusters Score -1.652473e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -16525230.000000 Penalty: 3828.470703
	Iteration 11Q: 3 clusters Score -1.652523e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -16525529.000000 Penalty: 3828.470703
	Iteration 12Q: 3 clusters Score -1.652553e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -16525701.000000 Penalty: 3828.470703
	Iteration 13Q: 3 clusters Score -1.65257e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -16525900.000000 Penalty: 3828.470703
	Iteration 14Q: 3 clusters Score -1.65259e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125716 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -16526169.000000 Penalty: 3828.470703
	Iteration 15Q: 3 clusters Score -1.652617e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -16526367.000000 Penalty: 3828.470703
	Iteration 16Q: 3 clusters Score -1.652637e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -16526503.000000 Penalty: 3828.470703
	Iteration 17Q: 3 clusters Score -1.65265e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127177 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -16526641.000000 Penalty: 3828.470703
	Iteration 18Q: 3 clusters Score -1.652664e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -16526706.000000 Penalty: 3828.470703
	Iteration 19Q: 3 clusters Score -1.652671e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -16526765.000000 Penalty: 3828.470703
	Iteration 20F: 3 clusters Score -1.652676e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128006 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -16526854.000000 Penalty: 3828.470703
	Iteration 21Q: 3 clusters Score -1.652685e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128187 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -16526896.000000 Penalty: 3828.470703
	Iteration 22Q: 3 clusters Score -1.65269e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -16526869.000000 Penalty: 3828.470703
	Iteration 23Q: 3 clusters Score -1.652687e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16526896.000000 Penalty: 3828.470703
	Iteration 24Q: 3 clusters Score -1.65269e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128568 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16526947.000000 Penalty: 3828.470703
	Iteration 25Q: 3 clusters Score -1.652695e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128678 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -16526980.000000 Penalty: 3828.470703
	Iteration 26Q: 3 clusters Score -1.652698e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128761 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16527003.000000 Penalty: 3828.470703
	Iteration 27Q: 3 clusters Score -1.6527e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128826 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -16526989.000000 Penalty: 3828.470703
	Iteration 28Q: 3 clusters Score -1.652699e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -16526987.000000 Penalty: 3828.470703
	Iteration 29Q: 3 clusters Score -1.652699e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128928 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -16526995.000000 Penalty: 3828.470703
	Iteration 30Q: 3 clusters Score -1.6527e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -16527025.000000 Penalty: 3828.470703
	Iteration 31Q: 3 clusters Score -1.652702e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -16527055.000000 Penalty: 3828.470703
	Iteration 32Q: 3 clusters Score -1.652706e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129032 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16527079.000000 Penalty: 3828.470703
	Iteration 33Q: 3 clusters Score -1.652708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -16527081.000000 Penalty: 3828.470703
	Iteration 34Q: 3 clusters Score -1.652708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129099 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16527100.000000 Penalty: 3828.470703
	Iteration 35Q: 3 clusters Score -1.65271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129129 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -16527092.000000 Penalty: 3828.470703
	Iteration 36Q: 3 clusters Score -1.652709e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16527095.000000 Penalty: 3828.470703
	Iteration 37Q: 3 clusters Score -1.65271e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129176 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16527100.000000 Penalty: 3828.470703
	Iteration 38Q: 3 clusters Score -1.65271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129196 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -16527104.000000 Penalty: 3828.470703
	Iteration 39Q: 3 clusters Score -1.65271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -16527103.000000 Penalty: 3828.470703
	Iteration 40F: 3 clusters Score -1.65271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -16527107.000000 Penalty: 3828.470703
	Iteration 41Q: 3 clusters Score -1.652711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129224 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16527117.000000 Penalty: 3828.470703
	Iteration 42Q: 3 clusters Score -1.652712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129233 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16527139.000000 Penalty: 3828.470703
	Iteration 43Q: 3 clusters Score -1.652714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -16527134.000000 Penalty: 3828.470703
	Iteration 44Q: 3 clusters Score -1.652713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129260 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16527145.000000 Penalty: 3828.470703
	Iteration 45Q: 3 clusters Score -1.652714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129272 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16527152.000000 Penalty: 3828.470703
	Iteration 46Q: 3 clusters Score -1.652715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16527171.000000 Penalty: 3828.470703
	Iteration 47Q: 3 clusters Score -1.652717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129283 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16527165.000000 Penalty: 3828.470703
	Iteration 48Q: 3 clusters Score -1.652716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129289 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16527178.000000 Penalty: 3828.470703
	Iteration 49Q: 3 clusters Score -1.652718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129300 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16527191.000000 Penalty: 3828.470703
	Iteration 50Q: 3 clusters Score -1.652719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16527192.000000 Penalty: 3828.470703
	Iteration 51Q: 3 clusters Score -1.652719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129312 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16527204.000000 Penalty: 3828.470703
	Iteration 52Q: 3 clusters Score -1.65272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129318 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16527198.000000 Penalty: 3828.470703
	Iteration 53Q: 3 clusters Score -1.65272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16527185.000000 Penalty: 3828.470703
	Iteration 54Q: 3 clusters Score -1.652718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129325 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -16527194.000000 Penalty: 3828.470703
	Iteration 55Q: 3 clusters Score -1.652719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16527202.000000 Penalty: 3828.470703
	Iteration 56Q: 3 clusters Score -1.65272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -16527186.000000 Penalty: 3828.470703
	Iteration 57Q: 3 clusters Score -1.652719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -16527200.000000 Penalty: 3828.470703
	Iteration 58Q: 3 clusters Score -1.65272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16527200.000000 Penalty: 3828.470703
	Iteration 59Q: 3 clusters Score -1.65272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16527207.000000 Penalty: 3828.470703
	Iteration 60F: 3 clusters Score -1.652721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129371 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16527210.000000 Penalty: 3828.470703
	Iteration 61Q: 3 clusters Score -1.652721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129380 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -16527205.000000 Penalty: 3828.470703
	Iteration 62Q: 3 clusters Score -1.65272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129387 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -16527204.000000 Penalty: 3828.470703
	Iteration 63Q: 3 clusters Score -1.65272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129392 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16527209.000000 Penalty: 3828.470703
	Iteration 64Q: 3 clusters Score -1.652721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129399 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -16527203.000000 Penalty: 3828.470703
	Iteration 65Q: 3 clusters Score -1.65272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -16527200.000000 Penalty: 3828.470703
	Iteration 66Q: 3 clusters Score -1.65272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129409 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -16527205.000000 Penalty: 3828.470703
	Iteration 67Q: 3 clusters Score -1.65272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16527208.000000 Penalty: 3828.470703
	Iteration 68Q: 3 clusters Score -1.652721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129414 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16527204.000000 Penalty: 3828.470703
	Iteration 69Q: 3 clusters Score -1.65272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129416 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -16527206.000000 Penalty: 3828.470703
	Iteration 70Q: 3 clusters Score -1.652721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129415 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -16527212.000000 Penalty: 3828.470703
	Iteration 71Q: 3 clusters Score -1.652721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129417 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16527201.000000 Penalty: 3828.470703
	Iteration 72Q: 3 clusters Score -1.65272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129417 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16527198.000000 Penalty: 3828.470703
	Iteration 73Q: 3 clusters Score -1.65272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16527207.000000 Penalty: 3828.470703
	Iteration 74Q: 3 clusters Score -1.652721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129423 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -16527214.000000 Penalty: 3828.470703
	Iteration 75Q: 3 clusters Score -1.652721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16527223.000000 Penalty: 3828.470703
	Iteration 76Q: 3 clusters Score -1.652722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16527224.000000 Penalty: 3828.470703
	Iteration 77Q: 3 clusters Score -1.652722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16527230.000000 Penalty: 3828.470703
	Iteration 78Q: 3 clusters Score -1.652723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16527223.000000 Penalty: 3828.470703
	Iteration 79Q: 3 clusters Score -1.652722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16527227.000000 Penalty: 3828.470703
	Iteration 80F: 3 clusters Score -1.652723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Entering Unmasked Estep 
Score: -920125.062500 Penalty: 1460.784790
	Iteration 0F: 2 clusters Score -920125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -914238.250000 Penalty: 2921.569580
	Iteration 0F: 3 clusters Score -914238.2 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -916199.562500 Penalty: 2921.569580
	Iteration 1F: 3 clusters Score -916199.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -916490.437500 Penalty: 2921.569580
	Iteration 2F: 3 clusters Score -916490.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -916703.250000 Penalty: 2921.569580
	Iteration 3F: 3 clusters Score -916703.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -916920.375000 Penalty: 2921.569580
	Iteration 4Q: 3 clusters Score -916920.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -917159.250000 Penalty: 2921.569580
	Iteration 5Q: 3 clusters Score -917159.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -917432.062500 Penalty: 2921.569580
	Iteration 6F: 3 clusters Score -917432.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -917693.750000 Penalty: 2921.569580
	Iteration 7Q: 3 clusters Score -917693.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -917931.437500 Penalty: 2921.569580
	Iteration 8Q: 3 clusters Score -917931.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -918170.562500 Penalty: 2921.569580
	Iteration 9Q: 3 clusters Score -918170.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -918372.125000 Penalty: 2921.569580
	Iteration 10Q: 3 clusters Score -918372.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -918503.875000 Penalty: 2921.569580
	Iteration 11Q: 3 clusters Score -918503.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -918606.125000 Penalty: 2921.569580
	Iteration 12Q: 3 clusters Score -918606.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -918695.312500 Penalty: 2921.569580
	Iteration 13Q: 3 clusters Score -918695.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -918756.062500 Penalty: 2921.569580
	Iteration 14Q: 3 clusters Score -918756.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -918822.937500 Penalty: 2921.569580
	Iteration 15Q: 3 clusters Score -918822.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -918878.312500 Penalty: 2921.569580
	Iteration 16Q: 3 clusters Score -918878.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -918927.687500 Penalty: 2921.569580
	Iteration 17Q: 3 clusters Score -918927.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -918985.375000 Penalty: 2921.569580
	Iteration 18Q: 3 clusters Score -918985.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -919030.187500 Penalty: 2921.569580
	Iteration 19Q: 3 clusters Score -919030.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -919075.500000 Penalty: 2921.569580
	Iteration 20F: 3 clusters Score -919075.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -919127.312500 Penalty: 2921.569580
	Iteration 21Q: 3 clusters Score -919127.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -919169.500000 Penalty: 2921.569580
	Iteration 22Q: 3 clusters Score -919169.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -919203.812500 Penalty: 2921.569580
	Iteration 23Q: 3 clusters Score -919203.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -919256.625000 Penalty: 2921.569580
	Iteration 24Q: 3 clusters Score -919256.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -919322.500000 Penalty: 2921.569580
	Iteration 25Q: 3 clusters Score -919322.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -919380.062500 Penalty: 2921.569580
	Iteration 26Q: 3 clusters Score -919380.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -919434.375000 Penalty: 2921.569580
	Iteration 27Q: 3 clusters Score -919434.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -919472.687500 Penalty: 2921.569580
	Iteration 28Q: 3 clusters Score -919472.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -919510.375000 Penalty: 2921.569580
	Iteration 29Q: 3 clusters Score -919510.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -919550.125000 Penalty: 2921.569580
	Iteration 30Q: 3 clusters Score -919550.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -919584.562500 Penalty: 2921.569580
	Iteration 31Q: 3 clusters Score -919584.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -919615.437500 Penalty: 2921.569580
	Iteration 32Q: 3 clusters Score -919615.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -919641.812500 Penalty: 2921.569580
	Iteration 33Q: 3 clusters Score -919641.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -919662.125000 Penalty: 2921.569580
	Iteration 34Q: 3 clusters Score -919662.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -919672.062500 Penalty: 2921.569580
	Iteration 35Q: 3 clusters Score -919672.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -919689.125000 Penalty: 2921.569580
	Iteration 36Q: 3 clusters Score -919689.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -919697.500000 Penalty: 2921.569580
	Iteration 37Q: 3 clusters Score -919697.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -919711.750000 Penalty: 2921.569580
	Iteration 38Q: 3 clusters Score -919711.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -919721.375000 Penalty: 2921.569580
	Iteration 39Q: 3 clusters Score -919721.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -919734.937500 Penalty: 2921.569580
	Iteration 40F: 3 clusters Score -919734.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -919751.000000 Penalty: 2921.569580
	Iteration 41Q: 3 clusters Score -919751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -919758.125000 Penalty: 2921.569580
	Iteration 42Q: 3 clusters Score -919758.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -919768.750000 Penalty: 2921.569580
	Iteration 43Q: 3 clusters Score -919768.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -919777.937500 Penalty: 2921.569580
	Iteration 44Q: 3 clusters Score -919777.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -919783.375000 Penalty: 2921.569580
	Iteration 45Q: 3 clusters Score -919783.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -919790.125000 Penalty: 2921.569580
	Iteration 46Q: 3 clusters Score -919790.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -919797.562500 Penalty: 2921.569580
	Iteration 47Q: 3 clusters Score -919797.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -919800.375000 Penalty: 2921.569580
	Iteration 48Q: 3 clusters Score -919800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -919804.562500 Penalty: 2921.569580
	Iteration 49Q: 3 clusters Score -919804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -919806.375000 Penalty: 2921.569580
	Iteration 50Q: 3 clusters Score -919806.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -919807.312500 Penalty: 2921.569580
	Iteration 51Q: 3 clusters Score -919807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -919807.500000 Penalty: 2921.569580
	Iteration 52Q: 3 clusters Score -919807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -919808.375000 Penalty: 2921.569580
	Iteration 53Q: 3 clusters Score -919808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -919812.187500 Penalty: 2921.569580
	Iteration 54Q: 3 clusters Score -919812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -919811.937500 Penalty: 2921.569580
	Iteration 55Q: 3 clusters Score -919811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -919811.875000 Penalty: 2921.569580
	Iteration 56Q: 3 clusters Score -919811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -919814.250000 Penalty: 2921.569580
	Iteration 57Q: 3 clusters Score -919814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -919818.125000 Penalty: 2921.569580
	Iteration 58Q: 3 clusters Score -919818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -919818.312500 Penalty: 2921.569580
	Iteration 59Q: 3 clusters Score -919818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -919820.937500 Penalty: 2921.569580
	Iteration 60F: 3 clusters Score -919820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -919819.437500 Penalty: 2921.569580
	Iteration 61Q: 3 clusters Score -919819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -919819.562500 Penalty: 2921.569580
	Iteration 62Q: 3 clusters Score -919819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -919820.187500 Penalty: 2921.569580
	Iteration 63Q: 3 clusters Score -919820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -919820.187500 Penalty: 2921.569580
	Iteration 64F: 3 clusters Score -919820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Entering Unmasked Estep 
Score: -932079.187500 Penalty: 1454.587891
	Iteration 0F: 2 clusters Score -932079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -926401.062500 Penalty: 2909.175781
	Iteration 0F: 3 clusters Score -926401.1 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -928204.125000 Penalty: 2909.175781
	Iteration 1F: 3 clusters Score -928204.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -928493.312500 Penalty: 2909.175781
	Iteration 2F: 3 clusters Score -928493.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -928668.875000 Penalty: 2909.175781
	Iteration 3F: 3 clusters Score -928668.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -928810.187500 Penalty: 2909.175781
	Iteration 4Q: 3 clusters Score -928810.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -928933.312500 Penalty: 2909.175781
	Iteration 5Q: 3 clusters Score -928933.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -929030.437500 Penalty: 2909.175781
	Iteration 6Q: 3 clusters Score -929030.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -929124.000000 Penalty: 2909.175781
	Iteration 7Q: 3 clusters Score -929124 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -929211.375000 Penalty: 2909.175781
	Iteration 8Q: 3 clusters Score -929211.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -929316.062500 Penalty: 2909.175781
	Iteration 9Q: 3 clusters Score -929316.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -929411.562500 Penalty: 2909.175781
	Iteration 10Q: 3 clusters Score -929411.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -929510.187500 Penalty: 2909.175781
	Iteration 11Q: 3 clusters Score -929510.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -929612.187500 Penalty: 2909.175781
	Iteration 12Q: 3 clusters Score -929612.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -929729.937500 Penalty: 2909.175781
	Iteration 13Q: 3 clusters Score -929729.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -929883.437500 Penalty: 2909.175781
	Iteration 14Q: 3 clusters Score -929883.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -930055.250000 Penalty: 2909.175781
	Iteration 15Q: 3 clusters Score -930055.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -930208.250000 Penalty: 2909.175781
	Iteration 16Q: 3 clusters Score -930208.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -930341.875000 Penalty: 2909.175781
	Iteration 17Q: 3 clusters Score -930341.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -930432.250000 Penalty: 2909.175781
	Iteration 18Q: 3 clusters Score -930432.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -930498.375000 Penalty: 2909.175781
	Iteration 19Q: 3 clusters Score -930498.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -930547.375000 Penalty: 2909.175781
	Iteration 20F: 3 clusters Score -930547.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -930579.437500 Penalty: 2909.175781
	Iteration 21Q: 3 clusters Score -930579.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -930608.687500 Penalty: 2909.175781
	Iteration 22Q: 3 clusters Score -930608.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -930635.812500 Penalty: 2909.175781
	Iteration 23Q: 3 clusters Score -930635.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -930659.250000 Penalty: 2909.175781
	Iteration 24Q: 3 clusters Score -930659.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -930684.875000 Penalty: 2909.175781
	Iteration 25Q: 3 clusters Score -930684.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -930707.375000 Penalty: 2909.175781
	Iteration 26Q: 3 clusters Score -930707.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -930721.687500 Penalty: 2909.175781
	Iteration 27Q: 3 clusters Score -930721.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -930736.062500 Penalty: 2909.175781
	Iteration 28Q: 3 clusters Score -930736.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -930748.250000 Penalty: 2909.175781
	Iteration 29Q: 3 clusters Score -930748.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -930766.125000 Penalty: 2909.175781
	Iteration 30Q: 3 clusters Score -930766.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -930778.500000 Penalty: 2909.175781
	Iteration 31Q: 3 clusters Score -930778.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -930791.250000 Penalty: 2909.175781
	Iteration 32Q: 3 clusters Score -930791.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -930804.750000 Penalty: 2909.175781
	Iteration 33Q: 3 clusters Score -930804.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -930817.187500 Penalty: 2909.175781
	Iteration 34Q: 3 clusters Score -930817.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -930831.000000 Penalty: 2909.175781
	Iteration 35Q: 3 clusters Score -930831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -930835.187500 Penalty: 2909.175781
	Iteration 36Q: 3 clusters Score -930835.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -930842.875000 Penalty: 2909.175781
	Iteration 37Q: 3 clusters Score -930842.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -930847.125000 Penalty: 2909.175781
	Iteration 38Q: 3 clusters Score -930847.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -930854.312500 Penalty: 2909.175781
	Iteration 39Q: 3 clusters Score -930854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -930859.187500 Penalty: 2909.175781
	Iteration 40F: 3 clusters Score -930859.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -930859.687500 Penalty: 2909.175781
	Iteration 41Q: 3 clusters Score -930859.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -930869.062500 Penalty: 2909.175781
	Iteration 42Q: 3 clusters Score -930869.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -930872.625000 Penalty: 2909.175781
	Iteration 43Q: 3 clusters Score -930872.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -930875.875000 Penalty: 2909.175781
	Iteration 44Q: 3 clusters Score -930875.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -930880.625000 Penalty: 2909.175781
	Iteration 45Q: 3 clusters Score -930880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -930883.250000 Penalty: 2909.175781
	Iteration 46Q: 3 clusters Score -930883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -930883.687500 Penalty: 2909.175781
	Iteration 47Q: 3 clusters Score -930883.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -930886.812500 Penalty: 2909.175781
	Iteration 48Q: 3 clusters Score -930886.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -930890.687500 Penalty: 2909.175781
	Iteration 49Q: 3 clusters Score -930890.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -930894.750000 Penalty: 2909.175781
	Iteration 50Q: 3 clusters Score -930894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -930894.625000 Penalty: 2909.175781
	Iteration 51Q: 3 clusters Score -930894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -930895.250000 Penalty: 2909.175781
	Iteration 52Q: 3 clusters Score -930895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -930895.375000 Penalty: 2909.175781
	Iteration 53Q: 3 clusters Score -930895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -930897.312500 Penalty: 2909.175781
	Iteration 54Q: 3 clusters Score -930897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -930896.937500 Penalty: 2909.175781
	Iteration 55Q: 3 clusters Score -930896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -930899.062500 Penalty: 2909.175781
	Iteration 56Q: 3 clusters Score -930899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -930900.125000 Penalty: 2909.175781
	Iteration 57Q: 3 clusters Score -930900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -930900.125000 Penalty: 2909.175781
	Iteration 58Q: 3 clusters Score -930900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -930899.812500 Penalty: 2909.175781
	Iteration 59Q: 3 clusters Score -930899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -930900.000000 Penalty: 2909.175781
	Iteration 60F: 3 clusters Score -930900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -930901.750000 Penalty: 2909.175781
	Iteration 61Q: 3 clusters Score -930901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -930901.750000 Penalty: 2909.175781
	Iteration 62F: 3 clusters Score -930901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -117513.132812 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -117513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116050.546875 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -116050.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116347.265625 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -116347.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116487.914062 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -116487.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116669.281250 Penalty: 2263.651123
	Iteration 3F: 3 clusters Score -116669.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116961.156250 Penalty: 2263.651123
	Iteration 4F: 3 clusters Score -116961.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117364.882812 Penalty: 2263.651123
	Iteration 5F: 3 clusters Score -117364.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117755.109375 Penalty: 2263.651123
	Iteration 6F: 3 clusters Score -117755.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117943.679688 Penalty: 2263.651123
	Iteration 7F: 3 clusters Score -117943.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118057.781250 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -118057.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118131.523438 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -118131.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118150.375000 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -118150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118154.414062 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -118154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118154.414062 Penalty: 2263.651123
	Iteration 12F: 3 clusters Score -118154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 545 members 
Entering Unmasked Estep 
Score: -141723760.000000 Penalty: 83940.617188
Splitting cluster 6 changes total score from -141724304.000000 to -141723760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -147606.843750 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -147606.8 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 640 members 
Entering Unmasked Estep 
Score: -145993.828125 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -145993.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -146495.703125 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -146495.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146678.609375 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -146678.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -146797.171875 Penalty: 2332.779297
	Iteration 3F: 3 clusters Score -146797.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -146904.531250 Penalty: 2332.779297
	Iteration 4F: 3 clusters Score -146904.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146993.000000 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -146993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147089.546875 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -147089.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147157.437500 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -147157.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -147201.703125 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -147201.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -147241.515625 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -147241.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -147291.828125 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -147291.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -147345.156250 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -147345.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147390.359375 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -147390.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -147407.609375 Penalty: 2332.779297
	Iteration 13Q: 3 clusters Score -147407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -147416.078125 Penalty: 2332.779297
	Iteration 14Q: 3 clusters Score -147416.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147421.937500 Penalty: 2332.779297
	Iteration 15Q: 3 clusters Score -147421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147424.859375 Penalty: 2332.779297
	Iteration 16Q: 3 clusters Score -147424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147430.156250 Penalty: 2332.779297
	Iteration 17Q: 3 clusters Score -147430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147433.343750 Penalty: 2332.779297
	Iteration 18Q: 3 clusters Score -147433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147437.281250 Penalty: 2332.779297
	Iteration 19Q: 3 clusters Score -147437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147439.437500 Penalty: 2332.779297
	Iteration 20F: 3 clusters Score -147439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147443.531250 Penalty: 2332.779297
	Iteration 21Q: 3 clusters Score -147443.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147445.234375 Penalty: 2332.779297
	Iteration 22Q: 3 clusters Score -147445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147445.234375 Penalty: 2332.779297
	Iteration 23F: 3 clusters Score -147445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Entering Unmasked Estep 
Score: -1225523.125000 Penalty: 1495.865845
	Iteration 0F: 2 clusters Score -1225523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1218365.875000 Penalty: 2991.731689
	Iteration 0F: 3 clusters Score -1218366 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1220880.750000 Penalty: 2991.731689
	Iteration 1F: 3 clusters Score -1220881 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1221293.000000 Penalty: 2991.731689
	Iteration 2F: 3 clusters Score -1221293 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1221715.375000 Penalty: 2991.731689
	Iteration 3F: 3 clusters Score -1221715 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1222112.750000 Penalty: 2991.731689
	Iteration 4F: 3 clusters Score -1222113 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1222476.250000 Penalty: 2991.731689
	Iteration 5F: 3 clusters Score -1222476 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1222790.125000 Penalty: 2991.731689
	Iteration 6Q: 3 clusters Score -1222790 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1223063.375000 Penalty: 2991.731689
	Iteration 7Q: 3 clusters Score -1223063 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1223293.125000 Penalty: 2991.731689
	Iteration 8Q: 3 clusters Score -1223293 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1223484.000000 Penalty: 2991.731689
	Iteration 9Q: 3 clusters Score -1223484 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1223649.750000 Penalty: 2991.731689
	Iteration 10Q: 3 clusters Score -1223650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1223776.375000 Penalty: 2991.731689
	Iteration 11Q: 3 clusters Score -1223776 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1223884.875000 Penalty: 2991.731689
	Iteration 12Q: 3 clusters Score -1223885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1223964.375000 Penalty: 2991.731689
	Iteration 13Q: 3 clusters Score -1223964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1224027.500000 Penalty: 2991.731689
	Iteration 14Q: 3 clusters Score -1224028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1224084.250000 Penalty: 2991.731689
	Iteration 15Q: 3 clusters Score -1224084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1224125.625000 Penalty: 2991.731689
	Iteration 16Q: 3 clusters Score -1224126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1224169.625000 Penalty: 2991.731689
	Iteration 17Q: 3 clusters Score -1224170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1224199.000000 Penalty: 2991.731689
	Iteration 18Q: 3 clusters Score -1224199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1224220.125000 Penalty: 2991.731689
	Iteration 19Q: 3 clusters Score -1224220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1224242.125000 Penalty: 2991.731689
	Iteration 20F: 3 clusters Score -1224242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1224257.625000 Penalty: 2991.731689
	Iteration 21Q: 3 clusters Score -1224258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1224268.625000 Penalty: 2991.731689
	Iteration 22Q: 3 clusters Score -1224269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1224283.375000 Penalty: 2991.731689
	Iteration 23Q: 3 clusters Score -1224283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1224299.375000 Penalty: 2991.731689
	Iteration 24Q: 3 clusters Score -1224299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1224310.125000 Penalty: 2991.731689
	Iteration 25Q: 3 clusters Score -1224310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1224324.750000 Penalty: 2991.731689
	Iteration 26Q: 3 clusters Score -1224325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1224337.125000 Penalty: 2991.731689
	Iteration 27Q: 3 clusters Score -1224337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1224345.125000 Penalty: 2991.731689
	Iteration 28Q: 3 clusters Score -1224345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1224354.125000 Penalty: 2991.731689
	Iteration 29Q: 3 clusters Score -1224354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1224363.875000 Penalty: 2991.731689
	Iteration 30Q: 3 clusters Score -1224364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1224367.500000 Penalty: 2991.731689
	Iteration 31Q: 3 clusters Score -1224368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1224368.750000 Penalty: 2991.731689
	Iteration 32Q: 3 clusters Score -1224369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1224370.500000 Penalty: 2991.731689
	Iteration 33Q: 3 clusters Score -1224370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1224372.500000 Penalty: 2991.731689
	Iteration 34Q: 3 clusters Score -1224372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1224373.250000 Penalty: 2991.731689
	Iteration 35Q: 3 clusters Score -1224373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1224373.625000 Penalty: 2991.731689
	Iteration 36Q: 3 clusters Score -1224374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1224373.625000 Penalty: 2991.731689
	Iteration 37F: 3 clusters Score -1224374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Entering Unmasked Estep 
Score: -1694674.625000 Penalty: 1549.230713
	Iteration 0F: 2 clusters Score -1694675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1684970.625000 Penalty: 3098.461426
	Iteration 0F: 3 clusters Score -1684971 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1688425.250000 Penalty: 3098.461426
	Iteration 1F: 3 clusters Score -1688425 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1688895.875000 Penalty: 3098.461426
	Iteration 2F: 3 clusters Score -1688896 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1689509.000000 Penalty: 3098.461426
	Iteration 3F: 3 clusters Score -1689509 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1690322.250000 Penalty: 3098.461426
	Iteration 4F: 3 clusters Score -1690322 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1691110.625000 Penalty: 3098.461426
	Iteration 5F: 3 clusters Score -1691111 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1691738.875000 Penalty: 3098.461426
	Iteration 6F: 3 clusters Score -1691739 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1692214.125000 Penalty: 3098.461426
	Iteration 7Q: 3 clusters Score -1692214 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1692632.250000 Penalty: 3098.461426
	Iteration 8Q: 3 clusters Score -1692632 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1693084.250000 Penalty: 3098.461426
	Iteration 9Q: 3 clusters Score -1693084 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1693394.250000 Penalty: 3098.461426
	Iteration 10Q: 3 clusters Score -1693394 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1693583.500000 Penalty: 3098.461426
	Iteration 11Q: 3 clusters Score -1693584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1693674.125000 Penalty: 3098.461426
	Iteration 12Q: 3 clusters Score -1693674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1693729.125000 Penalty: 3098.461426
	Iteration 13Q: 3 clusters Score -1693729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1693763.875000 Penalty: 3098.461426
	Iteration 14Q: 3 clusters Score -1693764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1693789.625000 Penalty: 3098.461426
	Iteration 15Q: 3 clusters Score -1693790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1693817.625000 Penalty: 3098.461426
	Iteration 16Q: 3 clusters Score -1693818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1693834.625000 Penalty: 3098.461426
	Iteration 17Q: 3 clusters Score -1693835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1693843.625000 Penalty: 3098.461426
	Iteration 18Q: 3 clusters Score -1693844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1693859.250000 Penalty: 3098.461426
	Iteration 19Q: 3 clusters Score -1693859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1693860.000000 Penalty: 3098.461426
	Iteration 20F: 3 clusters Score -1693860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1693867.250000 Penalty: 3098.461426
	Iteration 21Q: 3 clusters Score -1693867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1693870.750000 Penalty: 3098.461426
	Iteration 22Q: 3 clusters Score -1693871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1693874.625000 Penalty: 3098.461426
	Iteration 23Q: 3 clusters Score -1693875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1693872.375000 Penalty: 3098.461426
	Iteration 24Q: 3 clusters Score -1693872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1693878.500000 Penalty: 3098.461426
	Iteration 25Q: 3 clusters Score -1693878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1693885.750000 Penalty: 3098.461426
	Iteration 26Q: 3 clusters Score -1693886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1693891.625000 Penalty: 3098.461426
	Iteration 27Q: 3 clusters Score -1693892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1693896.625000 Penalty: 3098.461426
	Iteration 28Q: 3 clusters Score -1693897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1693901.625000 Penalty: 3098.461426
	Iteration 29Q: 3 clusters Score -1693902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1693908.625000 Penalty: 3098.461426
	Iteration 30Q: 3 clusters Score -1693909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1693908.000000 Penalty: 3098.461426
	Iteration 31Q: 3 clusters Score -1693908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1693907.000000 Penalty: 3098.461426
	Iteration 32Q: 3 clusters Score -1693907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1693907.750000 Penalty: 3098.461426
	Iteration 33Q: 3 clusters Score -1693908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1693906.750000 Penalty: 3098.461426
	Iteration 34Q: 3 clusters Score -1693907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1693906.750000 Penalty: 3098.461426
	Iteration 35F: 3 clusters Score -1693907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (121565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121565 members 
Entering Unmasked Estep 
Score: -15333442.000000 Penalty: 1902.583252
	Iteration 0F: 2 clusters Score -1.533344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -15255704.000000 Penalty: 3805.166504
	Iteration 0F: 3 clusters Score -1.52557e+07 nChanged 58474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -15289797.000000 Penalty: 3805.166504
	Iteration 1F: 3 clusters Score -1.52898e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -15290408.000000 Penalty: 3805.166504
	Iteration 2Q: 3 clusters Score -1.529041e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -15291079.000000 Penalty: 3805.166504
	Iteration 3Q: 3 clusters Score -1.529108e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -15292093.000000 Penalty: 3805.166504
	Iteration 4Q: 3 clusters Score -1.529209e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -15293289.000000 Penalty: 3805.166504
	Iteration 5Q: 3 clusters Score -1.529329e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -15295064.000000 Penalty: 3805.166504
	Iteration 6Q: 3 clusters Score -1.529506e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -15298236.000000 Penalty: 3805.166504
	Iteration 7Q: 3 clusters Score -1.529824e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -15303090.000000 Penalty: 3805.166504
	Iteration 8F: 3 clusters Score -1.530309e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -15309778.000000 Penalty: 3805.166504
	Iteration 9F: 3 clusters Score -1.530978e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -15315570.000000 Penalty: 3805.166504
	Iteration 10F: 3 clusters Score -1.531557e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -15318667.000000 Penalty: 3805.166504
	Iteration 11F: 3 clusters Score -1.531867e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -15319711.000000 Penalty: 3805.166504
	Iteration 12Q: 3 clusters Score -1.531971e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -15320365.000000 Penalty: 3805.166504
	Iteration 13Q: 3 clusters Score -1.532036e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -15320801.000000 Penalty: 3805.166504
	Iteration 14Q: 3 clusters Score -1.53208e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -15321256.000000 Penalty: 3805.166504
	Iteration 15Q: 3 clusters Score -1.532126e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -15321746.000000 Penalty: 3805.166504
	Iteration 16Q: 3 clusters Score -1.532175e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -15322296.000000 Penalty: 3805.166504
	Iteration 17Q: 3 clusters Score -1.53223e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -15322661.000000 Penalty: 3805.166504
	Iteration 18Q: 3 clusters Score -1.532266e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -15323277.000000 Penalty: 3805.166504
	Iteration 19Q: 3 clusters Score -1.532328e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -15323773.000000 Penalty: 3805.166504
	Iteration 20F: 3 clusters Score -1.532377e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -15324317.000000 Penalty: 3805.166504
	Iteration 21Q: 3 clusters Score -1.532432e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -15324776.000000 Penalty: 3805.166504
	Iteration 22Q: 3 clusters Score -1.532478e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -15325166.000000 Penalty: 3805.166504
	Iteration 23Q: 3 clusters Score -1.532517e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -15325458.000000 Penalty: 3805.166504
	Iteration 24Q: 3 clusters Score -1.532546e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -15325616.000000 Penalty: 3805.166504
	Iteration 25Q: 3 clusters Score -1.532562e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -15325874.000000 Penalty: 3805.166504
	Iteration 26Q: 3 clusters Score -1.532587e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -15326084.000000 Penalty: 3805.166504
	Iteration 27Q: 3 clusters Score -1.532608e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -15326296.000000 Penalty: 3805.166504
	Iteration 28Q: 3 clusters Score -1.53263e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -15326470.000000 Penalty: 3805.166504
	Iteration 29Q: 3 clusters Score -1.532647e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -15326617.000000 Penalty: 3805.166504
	Iteration 30Q: 3 clusters Score -1.532662e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -15326768.000000 Penalty: 3805.166504
	Iteration 31Q: 3 clusters Score -1.532677e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -15327006.000000 Penalty: 3805.166504
	Iteration 32Q: 3 clusters Score -1.532701e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -15327180.000000 Penalty: 3805.166504
	Iteration 33Q: 3 clusters Score -1.532718e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -15327427.000000 Penalty: 3805.166504
	Iteration 34Q: 3 clusters Score -1.532743e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -15327648.000000 Penalty: 3805.166504
	Iteration 35Q: 3 clusters Score -1.532765e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -15327766.000000 Penalty: 3805.166504
	Iteration 36Q: 3 clusters Score -1.532777e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -15327935.000000 Penalty: 3805.166504
	Iteration 37Q: 3 clusters Score -1.532794e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -15328103.000000 Penalty: 3805.166504
	Iteration 38Q: 3 clusters Score -1.53281e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -15328255.000000 Penalty: 3805.166504
	Iteration 39Q: 3 clusters Score -1.532826e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -15328439.000000 Penalty: 3805.166504
	Iteration 40F: 3 clusters Score -1.532844e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -15328550.000000 Penalty: 3805.166504
	Iteration 41Q: 3 clusters Score -1.532855e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 96434 members 
Entering Unmasked Estep 
Score: -15328770.000000 Penalty: 3805.166504
	Iteration 42Q: 3 clusters Score -1.532877e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -15328893.000000 Penalty: 3805.166504
	Iteration 43Q: 3 clusters Score -1.532889e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -15329062.000000 Penalty: 3805.166504
	Iteration 44Q: 3 clusters Score -1.532906e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -15329270.000000 Penalty: 3805.166504
	Iteration 45Q: 3 clusters Score -1.532927e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -15329583.000000 Penalty: 3805.166504
	Iteration 46Q: 3 clusters Score -1.532958e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -15329786.000000 Penalty: 3805.166504
	Iteration 47Q: 3 clusters Score -1.532979e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -15329995.000000 Penalty: 3805.166504
	Iteration 48Q: 3 clusters Score -1.533e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -15330193.000000 Penalty: 3805.166504
	Iteration 49Q: 3 clusters Score -1.533019e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -15330354.000000 Penalty: 3805.166504
	Iteration 50Q: 3 clusters Score -1.533035e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -15330475.000000 Penalty: 3805.166504
	Iteration 51Q: 3 clusters Score -1.533048e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -15330675.000000 Penalty: 3805.166504
	Iteration 52Q: 3 clusters Score -1.533068e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -15330802.000000 Penalty: 3805.166504
	Iteration 53Q: 3 clusters Score -1.53308e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -15330906.000000 Penalty: 3805.166504
	Iteration 54Q: 3 clusters Score -1.533091e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -15330991.000000 Penalty: 3805.166504
	Iteration 55Q: 3 clusters Score -1.533099e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -15331106.000000 Penalty: 3805.166504
	Iteration 56Q: 3 clusters Score -1.533111e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -15331187.000000 Penalty: 3805.166504
	Iteration 57Q: 3 clusters Score -1.533119e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 111580 members 
Entering Unmasked Estep 
Score: -15331242.000000 Penalty: 3805.166504
	Iteration 58Q: 3 clusters Score -1.533124e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 112375 members 
Entering Unmasked Estep 
Score: -15331235.000000 Penalty: 3805.166504
	Iteration 59Q: 3 clusters Score -1.533124e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 113173 members 
Entering Unmasked Estep 
Score: -15331332.000000 Penalty: 3805.166504
	Iteration 60F: 3 clusters Score -1.533133e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 113963 members 
Entering Unmasked Estep 
Score: -15331422.000000 Penalty: 3805.166504
	Iteration 61Q: 3 clusters Score -1.533142e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -15331516.000000 Penalty: 3805.166504
	Iteration 62Q: 3 clusters Score -1.533152e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -15331612.000000 Penalty: 3805.166504
	Iteration 63Q: 3 clusters Score -1.533161e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -15331679.000000 Penalty: 3805.166504
	Iteration 64Q: 3 clusters Score -1.533168e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 116756 members 
Entering Unmasked Estep 
Score: -15331683.000000 Penalty: 3805.166504
	Iteration 65Q: 3 clusters Score -1.533168e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 117305 members 
Entering Unmasked Estep 
Score: -15331697.000000 Penalty: 3805.166504
	Iteration 66Q: 3 clusters Score -1.53317e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 117809 members 
Entering Unmasked Estep 
Score: -15331732.000000 Penalty: 3805.166504
	Iteration 67Q: 3 clusters Score -1.533173e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 118282 members 
Entering Unmasked Estep 
Score: -15331801.000000 Penalty: 3805.166504
	Iteration 68Q: 3 clusters Score -1.53318e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -15331822.000000 Penalty: 3805.166504
	Iteration 69Q: 3 clusters Score -1.533182e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 119105 members 
Entering Unmasked Estep 
Score: -15331799.000000 Penalty: 3805.166504
	Iteration 70Q: 3 clusters Score -1.53318e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -15331824.000000 Penalty: 3805.166504
	Iteration 71Q: 3 clusters Score -1.533182e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -15331816.000000 Penalty: 3805.166504
	Iteration 72Q: 3 clusters Score -1.533182e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 119943 members 
Entering Unmasked Estep 
Score: -15331851.000000 Penalty: 3805.166504
	Iteration 73Q: 3 clusters Score -1.533185e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -15331849.000000 Penalty: 3805.166504
	Iteration 74Q: 3 clusters Score -1.533185e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 120287 members 
Entering Unmasked Estep 
Score: -15331879.000000 Penalty: 3805.166504
	Iteration 75Q: 3 clusters Score -1.533188e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -15331861.000000 Penalty: 3805.166504
	Iteration 76Q: 3 clusters Score -1.533186e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 120536 members 
Entering Unmasked Estep 
Score: -15331890.000000 Penalty: 3805.166504
	Iteration 77Q: 3 clusters Score -1.533189e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -15331908.000000 Penalty: 3805.166504
	Iteration 78Q: 3 clusters Score -1.533191e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 120701 members 
Entering Unmasked Estep 
Score: -15331880.000000 Penalty: 3805.166504
	Iteration 79Q: 3 clusters Score -1.533188e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 120781 members 
Entering Unmasked Estep 
Score: -15331899.000000 Penalty: 3805.166504
	Iteration 80F: 3 clusters Score -1.53319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 120833 members 
Entering Unmasked Estep 
Score: -15331906.000000 Penalty: 3805.166504
	Iteration 81Q: 3 clusters Score -1.533191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -15331915.000000 Penalty: 3805.166504
	Iteration 82Q: 3 clusters Score -1.533192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 120904 members 
Entering Unmasked Estep 
Score: -15331933.000000 Penalty: 3805.166504
	Iteration 83Q: 3 clusters Score -1.533193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 120928 members 
Entering Unmasked Estep 
Score: -15331925.000000 Penalty: 3805.166504
	Iteration 84Q: 3 clusters Score -1.533192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 120948 members 
Entering Unmasked Estep 
Score: -15331942.000000 Penalty: 3805.166504
	Iteration 85Q: 3 clusters Score -1.533194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -15331940.000000 Penalty: 3805.166504
	Iteration 86Q: 3 clusters Score -1.533194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 120989 members 
Entering Unmasked Estep 
Score: -15331947.000000 Penalty: 3805.166504
	Iteration 87Q: 3 clusters Score -1.533195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 121007 members 
Entering Unmasked Estep 
Score: -15331951.000000 Penalty: 3805.166504
	Iteration 88Q: 3 clusters Score -1.533195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -15331974.000000 Penalty: 3805.166504
	Iteration 89Q: 3 clusters Score -1.533197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 121030 members 
Entering Unmasked Estep 
Score: -15331979.000000 Penalty: 3805.166504
	Iteration 90Q: 3 clusters Score -1.533198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 121034 members 
Entering Unmasked Estep 
Score: -15331984.000000 Penalty: 3805.166504
	Iteration 91Q: 3 clusters Score -1.533198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 121040 members 
Entering Unmasked Estep 
Score: -15331980.000000 Penalty: 3805.166504
	Iteration 92Q: 3 clusters Score -1.533198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 121043 members 
Entering Unmasked Estep 
Score: -15331971.000000 Penalty: 3805.166504
	Iteration 93Q: 3 clusters Score -1.533197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -15331973.000000 Penalty: 3805.166504
	Iteration 94Q: 3 clusters Score -1.533197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -15331969.000000 Penalty: 3805.166504
	Iteration 95Q: 3 clusters Score -1.533197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -15331978.000000 Penalty: 3805.166504
	Iteration 96Q: 3 clusters Score -1.533198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -15331976.000000 Penalty: 3805.166504
	Iteration 97Q: 3 clusters Score -1.533198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121050 members 
Entering Unmasked Estep 
Score: -15331977.000000 Penalty: 3805.166504
	Iteration 98Q: 3 clusters Score -1.533198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 121051 members 
Entering Unmasked Estep 
Score: -15331974.000000 Penalty: 3805.166504
	Iteration 99Q: 3 clusters Score -1.533197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -15331982.000000 Penalty: 3805.166504
	Iteration 100F: 3 clusters Score -1.533198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 121053 members 
Entering Unmasked Estep 
Score: -15331978.000000 Penalty: 3805.166504
	Iteration 101Q: 3 clusters Score -1.533198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 121054 members 
Entering Unmasked Estep 
Score: -15331981.000000 Penalty: 3805.166504
	Iteration 102Q: 3 clusters Score -1.533198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -15331977.000000 Penalty: 3805.166504
	Iteration 103Q: 3 clusters Score -1.533198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 121056 members 
Entering Unmasked Estep 
Score: -15331969.000000 Penalty: 3805.166504
	Iteration 104Q: 3 clusters Score -1.533197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -15331968.000000 Penalty: 3805.166504
	Iteration 105Q: 3 clusters Score -1.533197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -15331968.000000 Penalty: 3805.166504
	Iteration 106F: 3 clusters Score -1.533197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -68382.976562 Penalty: 1070.923950
	Iteration 0F: 2 clusters Score -68382.98 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 379 members 
Entering Unmasked Estep 
Score: -67259.406250 Penalty: 2141.847900
	Iteration 0F: 3 clusters Score -67259.41 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -67781.781250 Penalty: 2141.847900
	Iteration 1F: 3 clusters Score -67781.78 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67996.257812 Penalty: 2141.847900
	Iteration 2F: 3 clusters Score -67996.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68180.093750 Penalty: 2141.847900
	Iteration 3F: 3 clusters Score -68180.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68349.851562 Penalty: 2141.847900
	Iteration 4Q: 3 clusters Score -68349.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68470.929688 Penalty: 2141.847900
	Iteration 5Q: 3 clusters Score -68470.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68526.453125 Penalty: 2141.847900
	Iteration 6Q: 3 clusters Score -68526.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68584.085938 Penalty: 2141.847900
	Iteration 7Q: 3 clusters Score -68584.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68673.500000 Penalty: 2141.847900
	Iteration 8Q: 3 clusters Score -68673.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68772.000000 Penalty: 2141.847900
	Iteration 9Q: 3 clusters Score -68772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68807.570312 Penalty: 2141.847900
	Iteration 10Q: 3 clusters Score -68807.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68834.242188 Penalty: 2141.847900
	Iteration 11Q: 3 clusters Score -68834.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68836.929688 Penalty: 2141.847900
	Iteration 12Q: 3 clusters Score -68836.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68841.562500 Penalty: 2141.847900
	Iteration 13Q: 3 clusters Score -68841.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68845.546875 Penalty: 2141.847900
	Iteration 14Q: 3 clusters Score -68845.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68847.148438 Penalty: 2141.847900
	Iteration 15Q: 3 clusters Score -68847.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68850.679688 Penalty: 2141.847900
	Iteration 16F: 3 clusters Score -68850.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68864.867188 Penalty: 2141.847900
	Iteration 17Q: 3 clusters Score -68864.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68865.914062 Penalty: 2141.847900
	Iteration 18Q: 3 clusters Score -68865.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68865.914062 Penalty: 2141.847900
	Iteration 19F: 3 clusters Score -68865.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 436 members 
Entering Unmasked Estep 
Score: -141723312.000000 Penalty: 83940.617188
Splitting cluster 11 changes total score from -141724304.000000 to -141723312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (101940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Entering Unmasked Estep 
Score: -12605575.000000 Penalty: 1873.972656
	Iteration 0F: 2 clusters Score -1.260558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -12538839.000000 Penalty: 3747.945312
	Iteration 0F: 3 clusters Score -1.253884e+07 nChanged 48662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -12567730.000000 Penalty: 3747.945312
	Iteration 1F: 3 clusters Score -1.256773e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -12569408.000000 Penalty: 3747.945312
	Iteration 2Q: 3 clusters Score -1.256941e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -12572177.000000 Penalty: 3747.945312
	Iteration 3F: 3 clusters Score -1.257218e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -12576514.000000 Penalty: 3747.945312
	Iteration 4F: 3 clusters Score -1.257651e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -12582231.000000 Penalty: 3747.945312
	Iteration 5F: 3 clusters Score -1.258223e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -12588583.000000 Penalty: 3747.945312
	Iteration 6F: 3 clusters Score -1.258858e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -12594540.000000 Penalty: 3747.945312
	Iteration 7F: 3 clusters Score -1.259454e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -12599021.000000 Penalty: 3747.945312
	Iteration 8Q: 3 clusters Score -1.259902e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -12601785.000000 Penalty: 3747.945312
	Iteration 9Q: 3 clusters Score -1.260178e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -12603289.000000 Penalty: 3747.945312
	Iteration 10Q: 3 clusters Score -1.260329e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100216 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -12604003.000000 Penalty: 3747.945312
	Iteration 11Q: 3 clusters Score -1.2604e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12604288.000000 Penalty: 3747.945312
	Iteration 12Q: 3 clusters Score -1.260429e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12604430.000000 Penalty: 3747.945312
	Iteration 13Q: 3 clusters Score -1.260443e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -12604525.000000 Penalty: 3747.945312
	Iteration 14Q: 3 clusters Score -1.260452e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12604581.000000 Penalty: 3747.945312
	Iteration 15Q: 3 clusters Score -1.260458e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12604618.000000 Penalty: 3747.945312
	Iteration 16Q: 3 clusters Score -1.260462e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12604664.000000 Penalty: 3747.945312
	Iteration 17Q: 3 clusters Score -1.260466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100914 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12604682.000000 Penalty: 3747.945312
	Iteration 18Q: 3 clusters Score -1.260468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12604710.000000 Penalty: 3747.945312
	Iteration 19Q: 3 clusters Score -1.260471e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12604722.000000 Penalty: 3747.945312
	Iteration 20F: 3 clusters Score -1.260472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12604736.000000 Penalty: 3747.945312
	Iteration 21Q: 3 clusters Score -1.260474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12604755.000000 Penalty: 3747.945312
	Iteration 22Q: 3 clusters Score -1.260476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12604754.000000 Penalty: 3747.945312
	Iteration 23Q: 3 clusters Score -1.260475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12604769.000000 Penalty: 3747.945312
	Iteration 24Q: 3 clusters Score -1.260477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12604771.000000 Penalty: 3747.945312
	Iteration 25Q: 3 clusters Score -1.260477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12604767.000000 Penalty: 3747.945312
	Iteration 26Q: 3 clusters Score -1.260477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100997 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12604795.000000 Penalty: 3747.945312
	Iteration 27Q: 3 clusters Score -1.26048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12604800.000000 Penalty: 3747.945312
	Iteration 28Q: 3 clusters Score -1.26048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12604785.000000 Penalty: 3747.945312
	Iteration 29Q: 3 clusters Score -1.260478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12604800.000000 Penalty: 3747.945312
	Iteration 30Q: 3 clusters Score -1.26048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12604800.000000 Penalty: 3747.945312
	Iteration 31Q: 3 clusters Score -1.26048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12604810.000000 Penalty: 3747.945312
	Iteration 32Q: 3 clusters Score -1.260481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12604807.000000 Penalty: 3747.945312
	Iteration 33Q: 3 clusters Score -1.260481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12604824.000000 Penalty: 3747.945312
	Iteration 34Q: 3 clusters Score -1.260482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12604824.000000 Penalty: 3747.945312
	Iteration 35Q: 3 clusters Score -1.260482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12604830.000000 Penalty: 3747.945312
	Iteration 36Q: 3 clusters Score -1.260483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12604819.000000 Penalty: 3747.945312
	Iteration 37Q: 3 clusters Score -1.260482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12604819.000000 Penalty: 3747.945312
	Iteration 38Q: 3 clusters Score -1.260482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12604814.000000 Penalty: 3747.945312
	Iteration 39Q: 3 clusters Score -1.260481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12604814.000000 Penalty: 3747.945312
	Iteration 40F: 3 clusters Score -1.260481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -960044.750000 Penalty: 1454.419434
	Iteration 0F: 2 clusters Score -960044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -954338.375000 Penalty: 2908.838867
	Iteration 0F: 3 clusters Score -954338.4 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -955990.062500 Penalty: 2908.838867
	Iteration 1F: 3 clusters Score -955990.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -956194.562500 Penalty: 2908.838867
	Iteration 2F: 3 clusters Score -956194.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -956355.062500 Penalty: 2908.838867
	Iteration 3F: 3 clusters Score -956355.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -956485.562500 Penalty: 2908.838867
	Iteration 4Q: 3 clusters Score -956485.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -956596.062500 Penalty: 2908.838867
	Iteration 5Q: 3 clusters Score -956596.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -956719.875000 Penalty: 2908.838867
	Iteration 6Q: 3 clusters Score -956719.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -956870.062500 Penalty: 2908.838867
	Iteration 7Q: 3 clusters Score -956870.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -957035.875000 Penalty: 2908.838867
	Iteration 8Q: 3 clusters Score -957035.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -957252.750000 Penalty: 2908.838867
	Iteration 9Q: 3 clusters Score -957252.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -957506.437500 Penalty: 2908.838867
	Iteration 10Q: 3 clusters Score -957506.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -957795.437500 Penalty: 2908.838867
	Iteration 11Q: 3 clusters Score -957795.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -958066.500000 Penalty: 2908.838867
	Iteration 12Q: 3 clusters Score -958066.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -958284.062500 Penalty: 2908.838867
	Iteration 13Q: 3 clusters Score -958284.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -958462.375000 Penalty: 2908.838867
	Iteration 14Q: 3 clusters Score -958462.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -958593.000000 Penalty: 2908.838867
	Iteration 15Q: 3 clusters Score -958593 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -958676.562500 Penalty: 2908.838867
	Iteration 16Q: 3 clusters Score -958676.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -958720.500000 Penalty: 2908.838867
	Iteration 17Q: 3 clusters Score -958720.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -958754.187500 Penalty: 2908.838867
	Iteration 18Q: 3 clusters Score -958754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -958783.250000 Penalty: 2908.838867
	Iteration 19Q: 3 clusters Score -958783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -958792.125000 Penalty: 2908.838867
	Iteration 20F: 3 clusters Score -958792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -958795.750000 Penalty: 2908.838867
	Iteration 21Q: 3 clusters Score -958795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -958799.437500 Penalty: 2908.838867
	Iteration 22Q: 3 clusters Score -958799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -958801.562500 Penalty: 2908.838867
	Iteration 23Q: 3 clusters Score -958801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -958803.000000 Penalty: 2908.838867
	Iteration 24Q: 3 clusters Score -958803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -958808.500000 Penalty: 2908.838867
	Iteration 25Q: 3 clusters Score -958808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -958812.125000 Penalty: 2908.838867
	Iteration 26Q: 3 clusters Score -958812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -958815.000000 Penalty: 2908.838867
	Iteration 27Q: 3 clusters Score -958815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -958820.750000 Penalty: 2908.838867
	Iteration 28Q: 3 clusters Score -958820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -958826.062500 Penalty: 2908.838867
	Iteration 29Q: 3 clusters Score -958826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -958831.687500 Penalty: 2908.838867
	Iteration 30Q: 3 clusters Score -958831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -958834.875000 Penalty: 2908.838867
	Iteration 31Q: 3 clusters Score -958834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -958835.500000 Penalty: 2908.838867
	Iteration 32Q: 3 clusters Score -958835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -958846.625000 Penalty: 2908.838867
	Iteration 33Q: 3 clusters Score -958846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -958852.000000 Penalty: 2908.838867
	Iteration 34Q: 3 clusters Score -958852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -958856.500000 Penalty: 2908.838867
	Iteration 35Q: 3 clusters Score -958856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -958859.500000 Penalty: 2908.838867
	Iteration 36Q: 3 clusters Score -958859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -958861.937500 Penalty: 2908.838867
	Iteration 37Q: 3 clusters Score -958861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -958863.187500 Penalty: 2908.838867
	Iteration 38Q: 3 clusters Score -958863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -958863.125000 Penalty: 2908.838867
	Iteration 39Q: 3 clusters Score -958863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -958863.125000 Penalty: 2908.838867
	Iteration 40F: 3 clusters Score -958863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Entering Unmasked Estep 
Score: -863241.375000 Penalty: 1443.501343
	Iteration 0F: 2 clusters Score -863241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -858018.687500 Penalty: 2887.002686
	Iteration 0F: 3 clusters Score -858018.7 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -860209.000000 Penalty: 2887.002686
	Iteration 1F: 3 clusters Score -860209 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -861232.125000 Penalty: 2887.002686
	Iteration 2F: 3 clusters Score -861232.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -862241.625000 Penalty: 2887.002686
	Iteration 3F: 3 clusters Score -862241.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -862957.625000 Penalty: 2887.002686
	Iteration 4F: 3 clusters Score -862957.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -863241.125000 Penalty: 2887.002686
	Iteration 5F: 3 clusters Score -863241.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -863326.437500 Penalty: 2887.002686
	Iteration 6Q: 3 clusters Score -863326.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -863374.000000 Penalty: 2887.002686
	Iteration 7Q: 3 clusters Score -863374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -863404.687500 Penalty: 2887.002686
	Iteration 8Q: 3 clusters Score -863404.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -863417.625000 Penalty: 2887.002686
	Iteration 9Q: 3 clusters Score -863417.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -863424.500000 Penalty: 2887.002686
	Iteration 10Q: 3 clusters Score -863424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -863426.750000 Penalty: 2887.002686
	Iteration 11Q: 3 clusters Score -863426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -863427.500000 Penalty: 2887.002686
	Iteration 12Q: 3 clusters Score -863427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -863430.187500 Penalty: 2887.002686
	Iteration 13Q: 3 clusters Score -863430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -863433.812500 Penalty: 2887.002686
	Iteration 14Q: 3 clusters Score -863433.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -863439.062500 Penalty: 2887.002686
	Iteration 15Q: 3 clusters Score -863439.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -863441.375000 Penalty: 2887.002686
	Iteration 16Q: 3 clusters Score -863441.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -863446.687500 Penalty: 2887.002686
	Iteration 17Q: 3 clusters Score -863446.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -863450.125000 Penalty: 2887.002686
	Iteration 18Q: 3 clusters Score -863450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -863453.562500 Penalty: 2887.002686
	Iteration 19Q: 3 clusters Score -863453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -863456.437500 Penalty: 2887.002686
	Iteration 20F: 3 clusters Score -863456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -863456.500000 Penalty: 2887.002686
	Iteration 21Q: 3 clusters Score -863456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -863458.000000 Penalty: 2887.002686
	Iteration 22Q: 3 clusters Score -863458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -863457.812500 Penalty: 2887.002686
	Iteration 23Q: 3 clusters Score -863457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -863459.312500 Penalty: 2887.002686
	Iteration 24Q: 3 clusters Score -863459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -863460.312500 Penalty: 2887.002686
	Iteration 25Q: 3 clusters Score -863460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -863460.187500 Penalty: 2887.002686
	Iteration 26Q: 3 clusters Score -863460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -863460.187500 Penalty: 2887.002686
	Iteration 27F: 3 clusters Score -863460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 1064 members 
Entering Unmasked Estep 
Score: -141723184.000000 Penalty: 83940.617188
Splitting cluster 14 changes total score from -141724304.000000 to -141723184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (9459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Entering Unmasked Estep 
Score: -1152700.750000 Penalty: 1487.642334
	Iteration 0F: 2 clusters Score -1152701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1145977.125000 Penalty: 2975.284668
	Iteration 0F: 3 clusters Score -1145977 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1148297.750000 Penalty: 2975.284668
	Iteration 1F: 3 clusters Score -1148298 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1148648.750000 Penalty: 2975.284668
	Iteration 2F: 3 clusters Score -1148649 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1148974.000000 Penalty: 2975.284668
	Iteration 3F: 3 clusters Score -1148974 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1149386.000000 Penalty: 2975.284668
	Iteration 4F: 3 clusters Score -1149386 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1149833.625000 Penalty: 2975.284668
	Iteration 5F: 3 clusters Score -1149834 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1150262.500000 Penalty: 2975.284668
	Iteration 6F: 3 clusters Score -1150262 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1150632.500000 Penalty: 2975.284668
	Iteration 7F: 3 clusters Score -1150632 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1150915.500000 Penalty: 2975.284668
	Iteration 8Q: 3 clusters Score -1150916 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1151123.500000 Penalty: 2975.284668
	Iteration 9Q: 3 clusters Score -1151124 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1151316.875000 Penalty: 2975.284668
	Iteration 10Q: 3 clusters Score -1151317 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1151486.625000 Penalty: 2975.284668
	Iteration 11Q: 3 clusters Score -1151487 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1151631.750000 Penalty: 2975.284668
	Iteration 12Q: 3 clusters Score -1151632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1151771.625000 Penalty: 2975.284668
	Iteration 13Q: 3 clusters Score -1151772 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1151873.250000 Penalty: 2975.284668
	Iteration 14Q: 3 clusters Score -1151873 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1151937.500000 Penalty: 2975.284668
	Iteration 15Q: 3 clusters Score -1151938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1151971.625000 Penalty: 2975.284668
	Iteration 16Q: 3 clusters Score -1151972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1151999.500000 Penalty: 2975.284668
	Iteration 17Q: 3 clusters Score -1152000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1152016.375000 Penalty: 2975.284668
	Iteration 18Q: 3 clusters Score -1152016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1152032.375000 Penalty: 2975.284668
	Iteration 19Q: 3 clusters Score -1152032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1152037.125000 Penalty: 2975.284668
	Iteration 20F: 3 clusters Score -1152037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1152046.000000 Penalty: 2975.284668
	Iteration 21Q: 3 clusters Score -1152046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1152052.500000 Penalty: 2975.284668
	Iteration 22Q: 3 clusters Score -1152052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1152054.125000 Penalty: 2975.284668
	Iteration 23Q: 3 clusters Score -1152054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1152054.875000 Penalty: 2975.284668
	Iteration 24Q: 3 clusters Score -1152055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1152057.625000 Penalty: 2975.284668
	Iteration 25Q: 3 clusters Score -1152058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1152060.125000 Penalty: 2975.284668
	Iteration 26Q: 3 clusters Score -1152060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1152062.375000 Penalty: 2975.284668
	Iteration 27Q: 3 clusters Score -1152062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1152064.625000 Penalty: 2975.284668
	Iteration 28Q: 3 clusters Score -1152065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1152064.875000 Penalty: 2975.284668
	Iteration 29Q: 3 clusters Score -1152065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1152068.750000 Penalty: 2975.284668
	Iteration 30Q: 3 clusters Score -1152069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1152071.625000 Penalty: 2975.284668
	Iteration 31Q: 3 clusters Score -1152072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1152071.875000 Penalty: 2975.284668
	Iteration 32Q: 3 clusters Score -1152072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1152073.125000 Penalty: 2975.284668
	Iteration 33Q: 3 clusters Score -1152073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1152072.250000 Penalty: 2975.284668
	Iteration 34Q: 3 clusters Score -1152072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1152073.875000 Penalty: 2975.284668
	Iteration 35Q: 3 clusters Score -1152074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1152072.875000 Penalty: 2975.284668
	Iteration 36Q: 3 clusters Score -1152073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1152072.875000 Penalty: 2975.284668
	Iteration 37F: 3 clusters Score -1152073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136567 members 
Entering Unmasked Estep 
Score: -17262782.000000 Penalty: 1921.492676
	Iteration 0F: 2 clusters Score -1.726278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -17183618.000000 Penalty: 3842.985352
	Iteration 0F: 3 clusters Score -1.718362e+07 nChanged 65630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -17222412.000000 Penalty: 3842.985352
	Iteration 1F: 3 clusters Score -1.722241e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -17223798.000000 Penalty: 3842.985352
	Iteration 2Q: 3 clusters Score -1.72238e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -17225784.000000 Penalty: 3842.985352
	Iteration 3Q: 3 clusters Score -1.722578e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -17229730.000000 Penalty: 3842.985352
	Iteration 4F: 3 clusters Score -1.722973e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -17236188.000000 Penalty: 3842.985352
	Iteration 5F: 3 clusters Score -1.723619e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -17245478.000000 Penalty: 3842.985352
	Iteration 6F: 3 clusters Score -1.724548e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -17253866.000000 Penalty: 3842.985352
	Iteration 7F: 3 clusters Score -1.725387e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -17258006.000000 Penalty: 3842.985352
	Iteration 8F: 3 clusters Score -1.725801e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -17259450.000000 Penalty: 3842.985352
	Iteration 9Q: 3 clusters Score -1.725945e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -17260002.000000 Penalty: 3842.985352
	Iteration 10Q: 3 clusters Score -1.726e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -17260434.000000 Penalty: 3842.985352
	Iteration 11Q: 3 clusters Score -1.726043e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -17260824.000000 Penalty: 3842.985352
	Iteration 12Q: 3 clusters Score -1.726082e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -17261118.000000 Penalty: 3842.985352
	Iteration 13Q: 3 clusters Score -1.726112e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -17261404.000000 Penalty: 3842.985352
	Iteration 14Q: 3 clusters Score -1.72614e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -17261672.000000 Penalty: 3842.985352
	Iteration 15Q: 3 clusters Score -1.726167e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -17261852.000000 Penalty: 3842.985352
	Iteration 16Q: 3 clusters Score -1.726185e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -17262060.000000 Penalty: 3842.985352
	Iteration 17Q: 3 clusters Score -1.726206e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -17262234.000000 Penalty: 3842.985352
	Iteration 18Q: 3 clusters Score -1.726223e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -17262408.000000 Penalty: 3842.985352
	Iteration 19Q: 3 clusters Score -1.726241e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -17262646.000000 Penalty: 3842.985352
	Iteration 20F: 3 clusters Score -1.726265e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -17262792.000000 Penalty: 3842.985352
	Iteration 21Q: 3 clusters Score -1.726279e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -17263086.000000 Penalty: 3842.985352
	Iteration 22Q: 3 clusters Score -1.726309e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -17263308.000000 Penalty: 3842.985352
	Iteration 23Q: 3 clusters Score -1.726331e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -17263476.000000 Penalty: 3842.985352
	Iteration 24Q: 3 clusters Score -1.726348e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -17263602.000000 Penalty: 3842.985352
	Iteration 25Q: 3 clusters Score -1.72636e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 107398 members 
Entering Unmasked Estep 
Score: -17263824.000000 Penalty: 3842.985352
	Iteration 26Q: 3 clusters Score -1.726382e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 108692 members 
Entering Unmasked Estep 
Score: -17264058.000000 Penalty: 3842.985352
	Iteration 27Q: 3 clusters Score -1.726406e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 110151 members 
Entering Unmasked Estep 
Score: -17264124.000000 Penalty: 3842.985352
	Iteration 28Q: 3 clusters Score -1.726412e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 111751 members 
Entering Unmasked Estep 
Score: -17264174.000000 Penalty: 3842.985352
	Iteration 29Q: 3 clusters Score -1.726417e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -17264208.000000 Penalty: 3842.985352
	Iteration 30Q: 3 clusters Score -1.726421e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 115304 members 
Entering Unmasked Estep 
Score: -17264212.000000 Penalty: 3842.985352
	Iteration 31Q: 3 clusters Score -1.726421e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 117137 members 
Entering Unmasked Estep 
Score: -17263920.000000 Penalty: 3842.985352
	Iteration 32Q: 3 clusters Score -1.726392e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 119033 members 
Entering Unmasked Estep 
Score: -17263606.000000 Penalty: 3842.985352
	Iteration 33Q: 3 clusters Score -1.726361e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -17263396.000000 Penalty: 3842.985352
	Iteration 34Q: 3 clusters Score -1.72634e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -17263150.000000 Penalty: 3842.985352
	Iteration 35Q: 3 clusters Score -1.726315e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 123892 members 
Entering Unmasked Estep 
Score: -17262870.000000 Penalty: 3842.985352
	Iteration 36Q: 3 clusters Score -1.726287e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -17262564.000000 Penalty: 3842.985352
	Iteration 37Q: 3 clusters Score -1.726256e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -17262312.000000 Penalty: 3842.985352
	Iteration 38Q: 3 clusters Score -1.726231e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 127633 members 
Entering Unmasked Estep 
Score: -17262282.000000 Penalty: 3842.985352
	Iteration 39Q: 3 clusters Score -1.726228e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 128631 members 
Entering Unmasked Estep 
Score: -17262198.000000 Penalty: 3842.985352
	Iteration 40F: 3 clusters Score -1.72622e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -17262094.000000 Penalty: 3842.985352
	Iteration 41Q: 3 clusters Score -1.726209e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 130469 members 
Entering Unmasked Estep 
Score: -17262020.000000 Penalty: 3842.985352
	Iteration 42Q: 3 clusters Score -1.726202e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 131257 members 
Entering Unmasked Estep 
Score: -17261970.000000 Penalty: 3842.985352
	Iteration 43Q: 3 clusters Score -1.726197e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 131904 members 
Entering Unmasked Estep 
Score: -17261922.000000 Penalty: 3842.985352
	Iteration 44Q: 3 clusters Score -1.726192e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 132444 members 
Entering Unmasked Estep 
Score: -17261842.000000 Penalty: 3842.985352
	Iteration 45Q: 3 clusters Score -1.726184e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 132931 members 
Entering Unmasked Estep 
Score: -17261786.000000 Penalty: 3842.985352
	Iteration 46Q: 3 clusters Score -1.726179e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -17261748.000000 Penalty: 3842.985352
	Iteration 47Q: 3 clusters Score -1.726175e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -17261680.000000 Penalty: 3842.985352
	Iteration 48Q: 3 clusters Score -1.726168e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -17261616.000000 Penalty: 3842.985352
	Iteration 49Q: 3 clusters Score -1.726162e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 134261 members 
Entering Unmasked Estep 
Score: -17261690.000000 Penalty: 3842.985352
	Iteration 50Q: 3 clusters Score -1.726169e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -17261678.000000 Penalty: 3842.985352
	Iteration 51Q: 3 clusters Score -1.726168e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -17261628.000000 Penalty: 3842.985352
	Iteration 52Q: 3 clusters Score -1.726163e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 134852 members 
Entering Unmasked Estep 
Score: -17261580.000000 Penalty: 3842.985352
	Iteration 53Q: 3 clusters Score -1.726158e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 134978 members 
Entering Unmasked Estep 
Score: -17261562.000000 Penalty: 3842.985352
	Iteration 54Q: 3 clusters Score -1.726156e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 135087 members 
Entering Unmasked Estep 
Score: -17261578.000000 Penalty: 3842.985352
	Iteration 55Q: 3 clusters Score -1.726158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -17261564.000000 Penalty: 3842.985352
	Iteration 56Q: 3 clusters Score -1.726156e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -17261558.000000 Penalty: 3842.985352
	Iteration 57Q: 3 clusters Score -1.726156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 135275 members 
Entering Unmasked Estep 
Score: -17261534.000000 Penalty: 3842.985352
	Iteration 58Q: 3 clusters Score -1.726153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 135326 members 
Entering Unmasked Estep 
Score: -17261530.000000 Penalty: 3842.985352
	Iteration 59Q: 3 clusters Score -1.726153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 135372 members 
Entering Unmasked Estep 
Score: -17261524.000000 Penalty: 3842.985352
	Iteration 60F: 3 clusters Score -1.726152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 135416 members 
Entering Unmasked Estep 
Score: -17261520.000000 Penalty: 3842.985352
	Iteration 61Q: 3 clusters Score -1.726152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 135455 members 
Entering Unmasked Estep 
Score: -17261502.000000 Penalty: 3842.985352
	Iteration 62Q: 3 clusters Score -1.72615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 135489 members 
Entering Unmasked Estep 
Score: -17261510.000000 Penalty: 3842.985352
	Iteration 63Q: 3 clusters Score -1.726151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 135513 members 
Entering Unmasked Estep 
Score: -17261512.000000 Penalty: 3842.985352
	Iteration 64Q: 3 clusters Score -1.726151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 135541 members 
Entering Unmasked Estep 
Score: -17261486.000000 Penalty: 3842.985352
	Iteration 65Q: 3 clusters Score -1.726149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 135561 members 
Entering Unmasked Estep 
Score: -17261476.000000 Penalty: 3842.985352
	Iteration 66Q: 3 clusters Score -1.726148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 135583 members 
Entering Unmasked Estep 
Score: -17261464.000000 Penalty: 3842.985352
	Iteration 67Q: 3 clusters Score -1.726146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 135603 members 
Entering Unmasked Estep 
Score: -17261478.000000 Penalty: 3842.985352
	Iteration 68Q: 3 clusters Score -1.726148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 135628 members 
Entering Unmasked Estep 
Score: -17261460.000000 Penalty: 3842.985352
	Iteration 69Q: 3 clusters Score -1.726146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 135642 members 
Entering Unmasked Estep 
Score: -17261462.000000 Penalty: 3842.985352
	Iteration 70Q: 3 clusters Score -1.726146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -17261446.000000 Penalty: 3842.985352
	Iteration 71Q: 3 clusters Score -1.726145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -17261452.000000 Penalty: 3842.985352
	Iteration 72Q: 3 clusters Score -1.726145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -17261454.000000 Penalty: 3842.985352
	Iteration 73Q: 3 clusters Score -1.726145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 135668 members 
Entering Unmasked Estep 
Score: -17261466.000000 Penalty: 3842.985352
	Iteration 74Q: 3 clusters Score -1.726147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 135678 members 
Entering Unmasked Estep 
Score: -17261458.000000 Penalty: 3842.985352
	Iteration 75Q: 3 clusters Score -1.726146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 135682 members 
Entering Unmasked Estep 
Score: -17261464.000000 Penalty: 3842.985352
	Iteration 76Q: 3 clusters Score -1.726146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 135691 members 
Entering Unmasked Estep 
Score: -17261478.000000 Penalty: 3842.985352
	Iteration 77Q: 3 clusters Score -1.726148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 135699 members 
Entering Unmasked Estep 
Score: -17261464.000000 Penalty: 3842.985352
	Iteration 78Q: 3 clusters Score -1.726146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 135706 members 
Entering Unmasked Estep 
Score: -17261452.000000 Penalty: 3842.985352
	Iteration 79Q: 3 clusters Score -1.726145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -17261456.000000 Penalty: 3842.985352
	Iteration 80F: 3 clusters Score -1.726146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 135711 members 
Entering Unmasked Estep 
Score: -17261462.000000 Penalty: 3842.985352
	Iteration 81Q: 3 clusters Score -1.726146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 135712 members 
Entering Unmasked Estep 
Score: -17261460.000000 Penalty: 3842.985352
	Iteration 82Q: 3 clusters Score -1.726146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -17261446.000000 Penalty: 3842.985352
	Iteration 83Q: 3 clusters Score -1.726145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 135720 members 
Entering Unmasked Estep 
Score: -17261456.000000 Penalty: 3842.985352
	Iteration 84Q: 3 clusters Score -1.726146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 135723 members 
Entering Unmasked Estep 
Score: -17261450.000000 Penalty: 3842.985352
	Iteration 85Q: 3 clusters Score -1.726145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 135730 members 
Entering Unmasked Estep 
Score: -17261450.000000 Penalty: 3842.985352
	Iteration 86Q: 3 clusters Score -1.726145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 135731 members 
Entering Unmasked Estep 
Score: -17261454.000000 Penalty: 3842.985352
	Iteration 87Q: 3 clusters Score -1.726145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -17261454.000000 Penalty: 3842.985352
	Iteration 88Q: 3 clusters Score -1.726145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 135733 members 
Entering Unmasked Estep 
Score: -17261458.000000 Penalty: 3842.985352
	Iteration 89Q: 3 clusters Score -1.726146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 135735 members 
Entering Unmasked Estep 
Score: -17261450.000000 Penalty: 3842.985352
	Iteration 90Q: 3 clusters Score -1.726145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 135736 members 
Entering Unmasked Estep 
Score: -17261448.000000 Penalty: 3842.985352
	Iteration 91Q: 3 clusters Score -1.726145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -17261462.000000 Penalty: 3842.985352
	Iteration 92Q: 3 clusters Score -1.726146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -17261460.000000 Penalty: 3842.985352
	Iteration 93Q: 3 clusters Score -1.726146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 135743 members 
Entering Unmasked Estep 
Score: -17261464.000000 Penalty: 3842.985352
	Iteration 94Q: 3 clusters Score -1.726146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -17261464.000000 Penalty: 3842.985352
	Iteration 95Q: 3 clusters Score -1.726146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -17261464.000000 Penalty: 3842.985352
	Iteration 96F: 3 clusters Score -1.726146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -856059.687500 Penalty: 1443.366089
	Iteration 0F: 2 clusters Score -856059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -850644.187500 Penalty: 2886.732178
	Iteration 0F: 3 clusters Score -850644.2 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -852453.875000 Penalty: 2886.732178
	Iteration 1F: 3 clusters Score -852453.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -852776.562500 Penalty: 2886.732178
	Iteration 2F: 3 clusters Score -852776.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -853054.500000 Penalty: 2886.732178
	Iteration 3F: 3 clusters Score -853054.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -853334.125000 Penalty: 2886.732178
	Iteration 4F: 3 clusters Score -853334.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -853623.000000 Penalty: 2886.732178
	Iteration 5F: 3 clusters Score -853623 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -853900.750000 Penalty: 2886.732178
	Iteration 6F: 3 clusters Score -853900.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -854143.125000 Penalty: 2886.732178
	Iteration 7Q: 3 clusters Score -854143.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -854344.187500 Penalty: 2886.732178
	Iteration 8Q: 3 clusters Score -854344.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -854530.625000 Penalty: 2886.732178
	Iteration 9Q: 3 clusters Score -854530.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -854662.187500 Penalty: 2886.732178
	Iteration 10Q: 3 clusters Score -854662.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -854766.375000 Penalty: 2886.732178
	Iteration 11Q: 3 clusters Score -854766.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -854830.937500 Penalty: 2886.732178
	Iteration 12Q: 3 clusters Score -854830.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -854879.000000 Penalty: 2886.732178
	Iteration 13Q: 3 clusters Score -854879 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -854915.500000 Penalty: 2886.732178
	Iteration 14Q: 3 clusters Score -854915.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -854941.875000 Penalty: 2886.732178
	Iteration 15Q: 3 clusters Score -854941.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -854964.312500 Penalty: 2886.732178
	Iteration 16Q: 3 clusters Score -854964.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -854982.625000 Penalty: 2886.732178
	Iteration 17Q: 3 clusters Score -854982.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -854994.687500 Penalty: 2886.732178
	Iteration 18Q: 3 clusters Score -854994.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -855006.437500 Penalty: 2886.732178
	Iteration 19Q: 3 clusters Score -855006.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -855013.562500 Penalty: 2886.732178
	Iteration 20F: 3 clusters Score -855013.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -855015.687500 Penalty: 2886.732178
	Iteration 21Q: 3 clusters Score -855015.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -855022.750000 Penalty: 2886.732178
	Iteration 22Q: 3 clusters Score -855022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -855028.625000 Penalty: 2886.732178
	Iteration 23Q: 3 clusters Score -855028.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -855032.500000 Penalty: 2886.732178
	Iteration 24Q: 3 clusters Score -855032.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -855037.937500 Penalty: 2886.732178
	Iteration 25Q: 3 clusters Score -855037.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -855042.750000 Penalty: 2886.732178
	Iteration 26Q: 3 clusters Score -855042.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -855050.687500 Penalty: 2886.732178
	Iteration 27Q: 3 clusters Score -855050.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -855057.812500 Penalty: 2886.732178
	Iteration 28Q: 3 clusters Score -855057.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -855064.875000 Penalty: 2886.732178
	Iteration 29Q: 3 clusters Score -855064.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -855071.562500 Penalty: 2886.732178
	Iteration 30Q: 3 clusters Score -855071.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -855075.937500 Penalty: 2886.732178
	Iteration 31Q: 3 clusters Score -855075.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -855080.937500 Penalty: 2886.732178
	Iteration 32Q: 3 clusters Score -855080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -855083.500000 Penalty: 2886.732178
	Iteration 33Q: 3 clusters Score -855083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -855084.375000 Penalty: 2886.732178
	Iteration 34Q: 3 clusters Score -855084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -855086.187500 Penalty: 2886.732178
	Iteration 35Q: 3 clusters Score -855086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -855088.875000 Penalty: 2886.732178
	Iteration 36Q: 3 clusters Score -855088.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -855093.000000 Penalty: 2886.732178
	Iteration 37Q: 3 clusters Score -855093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -855099.750000 Penalty: 2886.732178
	Iteration 38Q: 3 clusters Score -855099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -855102.312500 Penalty: 2886.732178
	Iteration 39Q: 3 clusters Score -855102.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -855110.687500 Penalty: 2886.732178
	Iteration 40F: 3 clusters Score -855110.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -855125.562500 Penalty: 2886.732178
	Iteration 41Q: 3 clusters Score -855125.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -855139.312500 Penalty: 2886.732178
	Iteration 42Q: 3 clusters Score -855139.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -855153.125000 Penalty: 2886.732178
	Iteration 43Q: 3 clusters Score -855153.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -855170.062500 Penalty: 2886.732178
	Iteration 44Q: 3 clusters Score -855170.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -855179.500000 Penalty: 2886.732178
	Iteration 45Q: 3 clusters Score -855179.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -855193.500000 Penalty: 2886.732178
	Iteration 46Q: 3 clusters Score -855193.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -855208.750000 Penalty: 2886.732178
	Iteration 47Q: 3 clusters Score -855208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -855219.687500 Penalty: 2886.732178
	Iteration 48Q: 3 clusters Score -855219.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -855228.687500 Penalty: 2886.732178
	Iteration 49Q: 3 clusters Score -855228.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -855237.687500 Penalty: 2886.732178
	Iteration 50Q: 3 clusters Score -855237.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -855244.125000 Penalty: 2886.732178
	Iteration 51Q: 3 clusters Score -855244.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -855249.750000 Penalty: 2886.732178
	Iteration 52Q: 3 clusters Score -855249.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -855255.312500 Penalty: 2886.732178
	Iteration 53Q: 3 clusters Score -855255.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -855258.562500 Penalty: 2886.732178
	Iteration 54Q: 3 clusters Score -855258.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -855260.625000 Penalty: 2886.732178
	Iteration 55Q: 3 clusters Score -855260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -855263.437500 Penalty: 2886.732178
	Iteration 56Q: 3 clusters Score -855263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -855265.500000 Penalty: 2886.732178
	Iteration 57Q: 3 clusters Score -855265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -855268.875000 Penalty: 2886.732178
	Iteration 58Q: 3 clusters Score -855268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -855270.187500 Penalty: 2886.732178
	Iteration 59Q: 3 clusters Score -855270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -855273.000000 Penalty: 2886.732178
	Iteration 60F: 3 clusters Score -855273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -855275.562500 Penalty: 2886.732178
	Iteration 61Q: 3 clusters Score -855275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -855275.000000 Penalty: 2886.732178
	Iteration 62Q: 3 clusters Score -855275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -855276.625000 Penalty: 2886.732178
	Iteration 63Q: 3 clusters Score -855276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -855276.500000 Penalty: 2886.732178
	Iteration 64Q: 3 clusters Score -855276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -855276.500000 Penalty: 2886.732178
	Iteration 65F: 3 clusters Score -855276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Entering Unmasked Estep 
Score: -2187024.500000 Penalty: 1590.416382
	Iteration 0F: 2 clusters Score -2187024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2174931.500000 Penalty: 3180.832764
	Iteration 0F: 3 clusters Score -2174932 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2179221.750000 Penalty: 3180.832764
	Iteration 1F: 3 clusters Score -2179222 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2179519.750000 Penalty: 3180.832764
	Iteration 2F: 3 clusters Score -2179520 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2179794.250000 Penalty: 3180.832764
	Iteration 3Q: 3 clusters Score -2179794 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2180041.750000 Penalty: 3180.832764
	Iteration 4Q: 3 clusters Score -2180042 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2180267.750000 Penalty: 3180.832764
	Iteration 5Q: 3 clusters Score -2180268 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2180505.000000 Penalty: 3180.832764
	Iteration 6Q: 3 clusters Score -2180505 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2180760.750000 Penalty: 3180.832764
	Iteration 7Q: 3 clusters Score -2180761 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2181069.000000 Penalty: 3180.832764
	Iteration 8Q: 3 clusters Score -2181069 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2181494.250000 Penalty: 3180.832764
	Iteration 9Q: 3 clusters Score -2181494 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2182143.500000 Penalty: 3180.832764
	Iteration 10Q: 3 clusters Score -2182144 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2182932.000000 Penalty: 3180.832764
	Iteration 11Q: 3 clusters Score -2182932 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2183613.000000 Penalty: 3180.832764
	Iteration 12Q: 3 clusters Score -2183613 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2184077.750000 Penalty: 3180.832764
	Iteration 13Q: 3 clusters Score -2184078 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2184317.500000 Penalty: 3180.832764
	Iteration 14Q: 3 clusters Score -2184318 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2184463.250000 Penalty: 3180.832764
	Iteration 15Q: 3 clusters Score -2184463 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2184555.750000 Penalty: 3180.832764
	Iteration 16Q: 3 clusters Score -2184556 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2184632.250000 Penalty: 3180.832764
	Iteration 17Q: 3 clusters Score -2184632 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2184681.000000 Penalty: 3180.832764
	Iteration 18Q: 3 clusters Score -2184681 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2184717.500000 Penalty: 3180.832764
	Iteration 19Q: 3 clusters Score -2184718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2184753.750000 Penalty: 3180.832764
	Iteration 20F: 3 clusters Score -2184754 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2184798.500000 Penalty: 3180.832764
	Iteration 21Q: 3 clusters Score -2184798 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2184847.750000 Penalty: 3180.832764
	Iteration 22Q: 3 clusters Score -2184848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2184886.250000 Penalty: 3180.832764
	Iteration 23Q: 3 clusters Score -2184886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2184926.500000 Penalty: 3180.832764
	Iteration 24Q: 3 clusters Score -2184926 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2184974.250000 Penalty: 3180.832764
	Iteration 25Q: 3 clusters Score -2184974 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2185030.250000 Penalty: 3180.832764
	Iteration 26Q: 3 clusters Score -2185030 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2185084.500000 Penalty: 3180.832764
	Iteration 27Q: 3 clusters Score -2185084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2185137.500000 Penalty: 3180.832764
	Iteration 28Q: 3 clusters Score -2185138 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2185198.750000 Penalty: 3180.832764
	Iteration 29Q: 3 clusters Score -2185199 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2185266.750000 Penalty: 3180.832764
	Iteration 30Q: 3 clusters Score -2185267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2185326.250000 Penalty: 3180.832764
	Iteration 31Q: 3 clusters Score -2185326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2185392.000000 Penalty: 3180.832764
	Iteration 32Q: 3 clusters Score -2185392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2185444.750000 Penalty: 3180.832764
	Iteration 33Q: 3 clusters Score -2185445 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2185502.750000 Penalty: 3180.832764
	Iteration 34Q: 3 clusters Score -2185503 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2185559.750000 Penalty: 3180.832764
	Iteration 35Q: 3 clusters Score -2185560 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2185623.000000 Penalty: 3180.832764
	Iteration 36Q: 3 clusters Score -2185623 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2185686.750000 Penalty: 3180.832764
	Iteration 37Q: 3 clusters Score -2185687 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2185743.250000 Penalty: 3180.832764
	Iteration 38Q: 3 clusters Score -2185743 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2185775.500000 Penalty: 3180.832764
	Iteration 39Q: 3 clusters Score -2185776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2185816.500000 Penalty: 3180.832764
	Iteration 40F: 3 clusters Score -2185816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2185847.750000 Penalty: 3180.832764
	Iteration 41Q: 3 clusters Score -2185848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2185871.750000 Penalty: 3180.832764
	Iteration 42Q: 3 clusters Score -2185872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2185885.000000 Penalty: 3180.832764
	Iteration 43Q: 3 clusters Score -2185885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2185891.000000 Penalty: 3180.832764
	Iteration 44Q: 3 clusters Score -2185891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2185908.500000 Penalty: 3180.832764
	Iteration 45Q: 3 clusters Score -2185908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2185922.500000 Penalty: 3180.832764
	Iteration 46Q: 3 clusters Score -2185922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2185937.000000 Penalty: 3180.832764
	Iteration 47Q: 3 clusters Score -2185937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2185951.750000 Penalty: 3180.832764
	Iteration 48Q: 3 clusters Score -2185952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2185956.000000 Penalty: 3180.832764
	Iteration 49Q: 3 clusters Score -2185956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2185954.750000 Penalty: 3180.832764
	Iteration 50Q: 3 clusters Score -2185955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2185959.000000 Penalty: 3180.832764
	Iteration 51Q: 3 clusters Score -2185959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2185962.250000 Penalty: 3180.832764
	Iteration 52Q: 3 clusters Score -2185962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2185965.500000 Penalty: 3180.832764
	Iteration 53Q: 3 clusters Score -2185966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2185968.500000 Penalty: 3180.832764
	Iteration 54Q: 3 clusters Score -2185968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2185974.250000 Penalty: 3180.832764
	Iteration 55Q: 3 clusters Score -2185974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2185977.000000 Penalty: 3180.832764
	Iteration 56Q: 3 clusters Score -2185977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2185975.500000 Penalty: 3180.832764
	Iteration 57Q: 3 clusters Score -2185976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2185980.250000 Penalty: 3180.832764
	Iteration 58Q: 3 clusters Score -2185980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2185985.500000 Penalty: 3180.832764
	Iteration 59Q: 3 clusters Score -2185986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2185990.000000 Penalty: 3180.832764
	Iteration 60F: 3 clusters Score -2185990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2185999.000000 Penalty: 3180.832764
	Iteration 61Q: 3 clusters Score -2185999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2185998.000000 Penalty: 3180.832764
	Iteration 62Q: 3 clusters Score -2185998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2186003.000000 Penalty: 3180.832764
	Iteration 63Q: 3 clusters Score -2186003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2186008.250000 Penalty: 3180.832764
	Iteration 64Q: 3 clusters Score -2186008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2186008.250000 Penalty: 3180.832764
	Iteration 65Q: 3 clusters Score -2186008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2186012.000000 Penalty: 3180.832764
	Iteration 66Q: 3 clusters Score -2186012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2186012.000000 Penalty: 3180.832764
	Iteration 67Q: 3 clusters Score -2186012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2186014.750000 Penalty: 3180.832764
	Iteration 68Q: 3 clusters Score -2186015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2186012.750000 Penalty: 3180.832764
	Iteration 69Q: 3 clusters Score -2186013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2186012.500000 Penalty: 3180.832764
	Iteration 70Q: 3 clusters Score -2186012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2186012.750000 Penalty: 3180.832764
	Iteration 71Q: 3 clusters Score -2186013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2186012.750000 Penalty: 3180.832764
	Iteration 72Q: 3 clusters Score -2186013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2186014.500000 Penalty: 3180.832764
	Iteration 73Q: 3 clusters Score -2186014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2186013.000000 Penalty: 3180.832764
	Iteration 74Q: 3 clusters Score -2186013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2186015.250000 Penalty: 3180.832764
	Iteration 75Q: 3 clusters Score -2186015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2186019.250000 Penalty: 3180.832764
	Iteration 76Q: 3 clusters Score -2186019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2186022.500000 Penalty: 3180.832764
	Iteration 77Q: 3 clusters Score -2186022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2186023.750000 Penalty: 3180.832764
	Iteration 78Q: 3 clusters Score -2186024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2186023.000000 Penalty: 3180.832764
	Iteration 79Q: 3 clusters Score -2186023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2186024.750000 Penalty: 3180.832764
	Iteration 80F: 3 clusters Score -2186025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2186026.000000 Penalty: 3180.832764
	Iteration 81Q: 3 clusters Score -2186026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2186028.750000 Penalty: 3180.832764
	Iteration 82Q: 3 clusters Score -2186029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2186031.500000 Penalty: 3180.832764
	Iteration 83Q: 3 clusters Score -2186032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2186031.500000 Penalty: 3180.832764
	Iteration 84Q: 3 clusters Score -2186032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2186031.250000 Penalty: 3180.832764
	Iteration 85Q: 3 clusters Score -2186031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2186028.000000 Penalty: 3180.832764
	Iteration 86Q: 3 clusters Score -2186028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2186028.000000 Penalty: 3180.832764
	Iteration 87Q: 3 clusters Score -2186028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2186028.000000 Penalty: 3180.832764
	Iteration 88F: 3 clusters Score -2186028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -11110.653320 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -11110.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10342.854492 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -10342.85 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10734.877930 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -10734.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10971.365234 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -10971.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11049.173828 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -11049.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11119.671875 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -11119.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11133.271484 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -11133.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11136.741211 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -11136.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11137.032227 Penalty: 1913.885254
	Iteration 7F: 3 clusters Score -11137.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11151.208984 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -11151.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11156.594727 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -11156.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11184.275391 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -11184.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11184.275391 Penalty: 1913.885254
	Iteration 11F: 3 clusters Score -11184.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 151 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 210 members 
Entering Unmasked Estep 
Score: -141723056.000000 Penalty: 83940.617188
Splitting cluster 19 changes total score from -141724304.000000 to -141723056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (92997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Entering Unmasked Estep 
Score: -11701859.000000 Penalty: 1859.052490
	Iteration 0F: 2 clusters Score -1.170186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -11641414.000000 Penalty: 3718.104980
	Iteration 0F: 3 clusters Score -1.164141e+07 nChanged 44315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -11667842.000000 Penalty: 3718.104980
	Iteration 1F: 3 clusters Score -1.166784e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -11669300.000000 Penalty: 3718.104980
	Iteration 2Q: 3 clusters Score -1.16693e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -11671587.000000 Penalty: 3718.104980
	Iteration 3F: 3 clusters Score -1.167159e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -11675115.000000 Penalty: 3718.104980
	Iteration 4F: 3 clusters Score -1.167512e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -11680218.000000 Penalty: 3718.104980
	Iteration 5F: 3 clusters Score -1.168022e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -11685716.000000 Penalty: 3718.104980
	Iteration 6F: 3 clusters Score -1.168572e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -11689713.000000 Penalty: 3718.104980
	Iteration 7F: 3 clusters Score -1.168971e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -11691541.000000 Penalty: 3718.104980
	Iteration 8Q: 3 clusters Score -1.169154e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -11692407.000000 Penalty: 3718.104980
	Iteration 9Q: 3 clusters Score -1.169241e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -11692858.000000 Penalty: 3718.104980
	Iteration 10Q: 3 clusters Score -1.169286e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -11693344.000000 Penalty: 3718.104980
	Iteration 11Q: 3 clusters Score -1.169334e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -11693883.000000 Penalty: 3718.104980
	Iteration 12Q: 3 clusters Score -1.169388e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -11694394.000000 Penalty: 3718.104980
	Iteration 13Q: 3 clusters Score -1.169439e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -11694830.000000 Penalty: 3718.104980
	Iteration 14Q: 3 clusters Score -1.169483e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -11695238.000000 Penalty: 3718.104980
	Iteration 15Q: 3 clusters Score -1.169524e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -11695622.000000 Penalty: 3718.104980
	Iteration 16Q: 3 clusters Score -1.169562e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -11695892.000000 Penalty: 3718.104980
	Iteration 17Q: 3 clusters Score -1.169589e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -11696133.000000 Penalty: 3718.104980
	Iteration 18Q: 3 clusters Score -1.169613e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -11696351.000000 Penalty: 3718.104980
	Iteration 19Q: 3 clusters Score -1.169635e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -11696535.000000 Penalty: 3718.104980
	Iteration 20F: 3 clusters Score -1.169654e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 80274 members 
Entering Unmasked Estep 
Score: -11696667.000000 Penalty: 3718.104980
	Iteration 21Q: 3 clusters Score -1.169667e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -11696792.000000 Penalty: 3718.104980
	Iteration 22Q: 3 clusters Score -1.169679e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -11696924.000000 Penalty: 3718.104980
	Iteration 23Q: 3 clusters Score -1.169692e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -11697053.000000 Penalty: 3718.104980
	Iteration 24Q: 3 clusters Score -1.169705e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -11697181.000000 Penalty: 3718.104980
	Iteration 25Q: 3 clusters Score -1.169718e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -11697317.000000 Penalty: 3718.104980
	Iteration 26Q: 3 clusters Score -1.169732e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -11697389.000000 Penalty: 3718.104980
	Iteration 27Q: 3 clusters Score -1.169739e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -11697504.000000 Penalty: 3718.104980
	Iteration 28Q: 3 clusters Score -1.16975e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -11697576.000000 Penalty: 3718.104980
	Iteration 29Q: 3 clusters Score -1.169758e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -11697712.000000 Penalty: 3718.104980
	Iteration 30Q: 3 clusters Score -1.169771e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -11697823.000000 Penalty: 3718.104980
	Iteration 31Q: 3 clusters Score -1.169782e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -11697926.000000 Penalty: 3718.104980
	Iteration 32Q: 3 clusters Score -1.169793e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -11698021.000000 Penalty: 3718.104980
	Iteration 33Q: 3 clusters Score -1.169802e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -11698072.000000 Penalty: 3718.104980
	Iteration 34Q: 3 clusters Score -1.169807e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -11698162.000000 Penalty: 3718.104980
	Iteration 35Q: 3 clusters Score -1.169816e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -11698220.000000 Penalty: 3718.104980
	Iteration 36Q: 3 clusters Score -1.169822e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -11698251.000000 Penalty: 3718.104980
	Iteration 37Q: 3 clusters Score -1.169825e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -11698304.000000 Penalty: 3718.104980
	Iteration 38Q: 3 clusters Score -1.16983e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -11698361.000000 Penalty: 3718.104980
	Iteration 39Q: 3 clusters Score -1.169836e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -11698402.000000 Penalty: 3718.104980
	Iteration 40F: 3 clusters Score -1.16984e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -11698445.000000 Penalty: 3718.104980
	Iteration 41Q: 3 clusters Score -1.169844e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -11698525.000000 Penalty: 3718.104980
	Iteration 42Q: 3 clusters Score -1.169852e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 88201 members 
Entering Unmasked Estep 
Score: -11698574.000000 Penalty: 3718.104980
	Iteration 43Q: 3 clusters Score -1.169857e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -11698619.000000 Penalty: 3718.104980
	Iteration 44Q: 3 clusters Score -1.169862e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -11698709.000000 Penalty: 3718.104980
	Iteration 45Q: 3 clusters Score -1.169871e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -11698755.000000 Penalty: 3718.104980
	Iteration 46Q: 3 clusters Score -1.169876e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -11698847.000000 Penalty: 3718.104980
	Iteration 47Q: 3 clusters Score -1.169885e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -11698856.000000 Penalty: 3718.104980
	Iteration 48Q: 3 clusters Score -1.169886e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -11698934.000000 Penalty: 3718.104980
	Iteration 49Q: 3 clusters Score -1.169893e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -11698970.000000 Penalty: 3718.104980
	Iteration 50Q: 3 clusters Score -1.169897e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -11699013.000000 Penalty: 3718.104980
	Iteration 51Q: 3 clusters Score -1.169901e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -11699035.000000 Penalty: 3718.104980
	Iteration 52Q: 3 clusters Score -1.169904e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -11699054.000000 Penalty: 3718.104980
	Iteration 53Q: 3 clusters Score -1.169905e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -11699080.000000 Penalty: 3718.104980
	Iteration 54Q: 3 clusters Score -1.169908e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -11699127.000000 Penalty: 3718.104980
	Iteration 55Q: 3 clusters Score -1.169913e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -11699170.000000 Penalty: 3718.104980
	Iteration 56Q: 3 clusters Score -1.169917e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -11699203.000000 Penalty: 3718.104980
	Iteration 57Q: 3 clusters Score -1.16992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 90077 members 
Entering Unmasked Estep 
Score: -11699244.000000 Penalty: 3718.104980
	Iteration 58Q: 3 clusters Score -1.169924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -11699277.000000 Penalty: 3718.104980
	Iteration 59Q: 3 clusters Score -1.169928e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -11699289.000000 Penalty: 3718.104980
	Iteration 60F: 3 clusters Score -1.169929e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -11699303.000000 Penalty: 3718.104980
	Iteration 61Q: 3 clusters Score -1.16993e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -11699343.000000 Penalty: 3718.104980
	Iteration 62Q: 3 clusters Score -1.169934e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -11699360.000000 Penalty: 3718.104980
	Iteration 63Q: 3 clusters Score -1.169936e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -11699403.000000 Penalty: 3718.104980
	Iteration 64Q: 3 clusters Score -1.16994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -11699410.000000 Penalty: 3718.104980
	Iteration 65Q: 3 clusters Score -1.169941e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -11699415.000000 Penalty: 3718.104980
	Iteration 66Q: 3 clusters Score -1.169942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -11699444.000000 Penalty: 3718.104980
	Iteration 67Q: 3 clusters Score -1.169944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -11699458.000000 Penalty: 3718.104980
	Iteration 68Q: 3 clusters Score -1.169946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -11699470.000000 Penalty: 3718.104980
	Iteration 69Q: 3 clusters Score -1.169947e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -11699493.000000 Penalty: 3718.104980
	Iteration 70Q: 3 clusters Score -1.169949e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -11699494.000000 Penalty: 3718.104980
	Iteration 71Q: 3 clusters Score -1.169949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -11699546.000000 Penalty: 3718.104980
	Iteration 72Q: 3 clusters Score -1.169955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -11699536.000000 Penalty: 3718.104980
	Iteration 73Q: 3 clusters Score -1.169954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -11699565.000000 Penalty: 3718.104980
	Iteration 74Q: 3 clusters Score -1.169956e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -11699582.000000 Penalty: 3718.104980
	Iteration 75Q: 3 clusters Score -1.169958e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -11699592.000000 Penalty: 3718.104980
	Iteration 76Q: 3 clusters Score -1.169959e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -11699594.000000 Penalty: 3718.104980
	Iteration 77Q: 3 clusters Score -1.169959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -11699613.000000 Penalty: 3718.104980
	Iteration 78Q: 3 clusters Score -1.169961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -11699614.000000 Penalty: 3718.104980
	Iteration 79Q: 3 clusters Score -1.169961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -11699614.000000 Penalty: 3718.104980
	Iteration 80F: 3 clusters Score -1.169961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -11699622.000000 Penalty: 3718.104980
	Iteration 81Q: 3 clusters Score -1.169962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -11699619.000000 Penalty: 3718.104980
	Iteration 82Q: 3 clusters Score -1.169962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -11699625.000000 Penalty: 3718.104980
	Iteration 83Q: 3 clusters Score -1.169962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -11699622.000000 Penalty: 3718.104980
	Iteration 84Q: 3 clusters Score -1.169962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -11699619.000000 Penalty: 3718.104980
	Iteration 85Q: 3 clusters Score -1.169962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -11699619.000000 Penalty: 3718.104980
	Iteration 86Q: 3 clusters Score -1.169962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -11699616.000000 Penalty: 3718.104980
	Iteration 87Q: 3 clusters Score -1.169962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -11699631.000000 Penalty: 3718.104980
	Iteration 88Q: 3 clusters Score -1.169963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -11699634.000000 Penalty: 3718.104980
	Iteration 89Q: 3 clusters Score -1.169963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -11699642.000000 Penalty: 3718.104980
	Iteration 90Q: 3 clusters Score -1.169964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -11699641.000000 Penalty: 3718.104980
	Iteration 91Q: 3 clusters Score -1.169964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -11699643.000000 Penalty: 3718.104980
	Iteration 92Q: 3 clusters Score -1.169964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -11699647.000000 Penalty: 3718.104980
	Iteration 93Q: 3 clusters Score -1.169965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -11699649.000000 Penalty: 3718.104980
	Iteration 94Q: 3 clusters Score -1.169965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -11699642.000000 Penalty: 3718.104980
	Iteration 95Q: 3 clusters Score -1.169964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -11699642.000000 Penalty: 3718.104980
	Iteration 96Q: 3 clusters Score -1.169964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -11699647.000000 Penalty: 3718.104980
	Iteration 97Q: 3 clusters Score -1.169965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -11699647.000000 Penalty: 3718.104980
	Iteration 98F: 3 clusters Score -1.169965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Entering Unmasked Estep 
Score: -5624683.500000 Penalty: 1739.182129
	Iteration 0F: 2 clusters Score -5624684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5595026.000000 Penalty: 3478.364258
	Iteration 0F: 3 clusters Score -5595026 nChanged 20653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -5606718.000000 Penalty: 3478.364258
	Iteration 1F: 3 clusters Score -5606718 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -5607122.500000 Penalty: 3478.364258
	Iteration 2Q: 3 clusters Score -5607122 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -5607599.000000 Penalty: 3478.364258
	Iteration 3Q: 3 clusters Score -5607599 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -5608224.500000 Penalty: 3478.364258
	Iteration 4Q: 3 clusters Score -5608224 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -5609115.000000 Penalty: 3478.364258
	Iteration 5Q: 3 clusters Score -5609115 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -5610562.000000 Penalty: 3478.364258
	Iteration 6F: 3 clusters Score -5610562 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -5612801.500000 Penalty: 3478.364258
	Iteration 7F: 3 clusters Score -5612802 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5615875.500000 Penalty: 3478.364258
	Iteration 8F: 3 clusters Score -5615876 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -5619090.500000 Penalty: 3478.364258
	Iteration 9F: 3 clusters Score -5619090 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5621431.500000 Penalty: 3478.364258
	Iteration 10F: 3 clusters Score -5621432 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -5622527.500000 Penalty: 3478.364258
	Iteration 11Q: 3 clusters Score -5622528 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -5622926.500000 Penalty: 3478.364258
	Iteration 12Q: 3 clusters Score -5622926 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5623075.500000 Penalty: 3478.364258
	Iteration 13Q: 3 clusters Score -5623076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -5623135.000000 Penalty: 3478.364258
	Iteration 14Q: 3 clusters Score -5623135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5623170.500000 Penalty: 3478.364258
	Iteration 15Q: 3 clusters Score -5623170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -5623197.000000 Penalty: 3478.364258
	Iteration 16Q: 3 clusters Score -5623197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -5623207.500000 Penalty: 3478.364258
	Iteration 17Q: 3 clusters Score -5623208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5623220.500000 Penalty: 3478.364258
	Iteration 18Q: 3 clusters Score -5623220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5623222.000000 Penalty: 3478.364258
	Iteration 19Q: 3 clusters Score -5623222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -5623225.000000 Penalty: 3478.364258
	Iteration 20F: 3 clusters Score -5623225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -5623223.000000 Penalty: 3478.364258
	Iteration 21Q: 3 clusters Score -5623223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -5623223.000000 Penalty: 3478.364258
	Iteration 22F: 3 clusters Score -5623223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -509551.437500 Penalty: 1356.944824
	Iteration 0F: 2 clusters Score -509551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -506125.062500 Penalty: 2713.889648
	Iteration 0F: 3 clusters Score -506125.1 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -507183.593750 Penalty: 2713.889648
	Iteration 1F: 3 clusters Score -507183.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -507523.656250 Penalty: 2713.889648
	Iteration 2F: 3 clusters Score -507523.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -507826.093750 Penalty: 2713.889648
	Iteration 3F: 3 clusters Score -507826.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -508137.500000 Penalty: 2713.889648
	Iteration 4F: 3 clusters Score -508137.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -508497.468750 Penalty: 2713.889648
	Iteration 5F: 3 clusters Score -508497.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -508790.687500 Penalty: 2713.889648
	Iteration 6F: 3 clusters Score -508790.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -509026.281250 Penalty: 2713.889648
	Iteration 7Q: 3 clusters Score -509026.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -509244.250000 Penalty: 2713.889648
	Iteration 8Q: 3 clusters Score -509244.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -509411.875000 Penalty: 2713.889648
	Iteration 9Q: 3 clusters Score -509411.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -509544.062500 Penalty: 2713.889648
	Iteration 10Q: 3 clusters Score -509544.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -509599.531250 Penalty: 2713.889648
	Iteration 11Q: 3 clusters Score -509599.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -509617.500000 Penalty: 2713.889648
	Iteration 12Q: 3 clusters Score -509617.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -509632.687500 Penalty: 2713.889648
	Iteration 13Q: 3 clusters Score -509632.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -509641.375000 Penalty: 2713.889648
	Iteration 14Q: 3 clusters Score -509641.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -509648.187500 Penalty: 2713.889648
	Iteration 15Q: 3 clusters Score -509648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -509651.156250 Penalty: 2713.889648
	Iteration 16Q: 3 clusters Score -509651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -509654.406250 Penalty: 2713.889648
	Iteration 17Q: 3 clusters Score -509654.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -509657.000000 Penalty: 2713.889648
	Iteration 18Q: 3 clusters Score -509657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -509658.687500 Penalty: 2713.889648
	Iteration 19Q: 3 clusters Score -509658.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -509660.531250 Penalty: 2713.889648
	Iteration 20F: 3 clusters Score -509660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -509661.656250 Penalty: 2713.889648
	Iteration 21Q: 3 clusters Score -509661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -509661.656250 Penalty: 2713.889648
	Iteration 22F: 3 clusters Score -509661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 1860 members 
Entering Unmasked Estep 
Score: -141723488.000000 Penalty: 83940.617188
Splitting cluster 22 changes total score from -141724304.000000 to -141723488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (113565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Entering Unmasked Estep 
Score: -14336426.000000 Penalty: 1891.521240
	Iteration 0F: 2 clusters Score -1.433643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -14263070.000000 Penalty: 3783.042480
	Iteration 0F: 3 clusters Score -1.426307e+07 nChanged 54552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -14294853.000000 Penalty: 3783.042480
	Iteration 1F: 3 clusters Score -1.429485e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -14295807.000000 Penalty: 3783.042480
	Iteration 2Q: 3 clusters Score -1.429581e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -14297298.000000 Penalty: 3783.042480
	Iteration 3Q: 3 clusters Score -1.42973e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -14299342.000000 Penalty: 3783.042480
	Iteration 4Q: 3 clusters Score -1.429934e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -14302481.000000 Penalty: 3783.042480
	Iteration 5F: 3 clusters Score -1.430248e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -14307273.000000 Penalty: 3783.042480
	Iteration 6F: 3 clusters Score -1.430727e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -14313492.000000 Penalty: 3783.042480
	Iteration 7F: 3 clusters Score -1.431349e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -14319009.000000 Penalty: 3783.042480
	Iteration 8F: 3 clusters Score -1.431901e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -14322105.000000 Penalty: 3783.042480
	Iteration 9F: 3 clusters Score -1.43221e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -14323102.000000 Penalty: 3783.042480
	Iteration 10Q: 3 clusters Score -1.43231e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -14323751.000000 Penalty: 3783.042480
	Iteration 11Q: 3 clusters Score -1.432375e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -14324052.000000 Penalty: 3783.042480
	Iteration 12Q: 3 clusters Score -1.432405e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -14324452.000000 Penalty: 3783.042480
	Iteration 13Q: 3 clusters Score -1.432445e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -14324819.000000 Penalty: 3783.042480
	Iteration 14Q: 3 clusters Score -1.432482e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -14325071.000000 Penalty: 3783.042480
	Iteration 15Q: 3 clusters Score -1.432507e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -14325249.000000 Penalty: 3783.042480
	Iteration 16Q: 3 clusters Score -1.432525e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -14325489.000000 Penalty: 3783.042480
	Iteration 17Q: 3 clusters Score -1.432549e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -14325725.000000 Penalty: 3783.042480
	Iteration 18Q: 3 clusters Score -1.432572e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -14325794.000000 Penalty: 3783.042480
	Iteration 19Q: 3 clusters Score -1.432579e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -14325912.000000 Penalty: 3783.042480
	Iteration 20F: 3 clusters Score -1.432591e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -14326099.000000 Penalty: 3783.042480
	Iteration 21Q: 3 clusters Score -1.43261e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -14326205.000000 Penalty: 3783.042480
	Iteration 22Q: 3 clusters Score -1.43262e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -14326259.000000 Penalty: 3783.042480
	Iteration 23Q: 3 clusters Score -1.432626e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -14326386.000000 Penalty: 3783.042480
	Iteration 24Q: 3 clusters Score -1.432639e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -14326521.000000 Penalty: 3783.042480
	Iteration 25Q: 3 clusters Score -1.432652e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -14326684.000000 Penalty: 3783.042480
	Iteration 26Q: 3 clusters Score -1.432668e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -14326860.000000 Penalty: 3783.042480
	Iteration 27Q: 3 clusters Score -1.432686e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -14326982.000000 Penalty: 3783.042480
	Iteration 28Q: 3 clusters Score -1.432698e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -14327084.000000 Penalty: 3783.042480
	Iteration 29Q: 3 clusters Score -1.432708e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -14327129.000000 Penalty: 3783.042480
	Iteration 30Q: 3 clusters Score -1.432713e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -14327171.000000 Penalty: 3783.042480
	Iteration 31Q: 3 clusters Score -1.432717e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -14327210.000000 Penalty: 3783.042480
	Iteration 32Q: 3 clusters Score -1.432721e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -14327322.000000 Penalty: 3783.042480
	Iteration 33Q: 3 clusters Score -1.432732e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -14327318.000000 Penalty: 3783.042480
	Iteration 34Q: 3 clusters Score -1.432732e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -14327313.000000 Penalty: 3783.042480
	Iteration 35Q: 3 clusters Score -1.432731e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -14327349.000000 Penalty: 3783.042480
	Iteration 36Q: 3 clusters Score -1.432735e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -14327374.000000 Penalty: 3783.042480
	Iteration 37Q: 3 clusters Score -1.432737e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -14327427.000000 Penalty: 3783.042480
	Iteration 38Q: 3 clusters Score -1.432743e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -14327443.000000 Penalty: 3783.042480
	Iteration 39Q: 3 clusters Score -1.432744e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -14327388.000000 Penalty: 3783.042480
	Iteration 40F: 3 clusters Score -1.432739e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -14327428.000000 Penalty: 3783.042480
	Iteration 41Q: 3 clusters Score -1.432743e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -14327433.000000 Penalty: 3783.042480
	Iteration 42Q: 3 clusters Score -1.432743e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -14327426.000000 Penalty: 3783.042480
	Iteration 43Q: 3 clusters Score -1.432743e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -14327443.000000 Penalty: 3783.042480
	Iteration 44Q: 3 clusters Score -1.432744e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -14327479.000000 Penalty: 3783.042480
	Iteration 45Q: 3 clusters Score -1.432748e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -14327491.000000 Penalty: 3783.042480
	Iteration 46Q: 3 clusters Score -1.432749e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -14327544.000000 Penalty: 3783.042480
	Iteration 47Q: 3 clusters Score -1.432754e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -14327570.000000 Penalty: 3783.042480
	Iteration 48Q: 3 clusters Score -1.432757e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -14327612.000000 Penalty: 3783.042480
	Iteration 49Q: 3 clusters Score -1.432761e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -14327623.000000 Penalty: 3783.042480
	Iteration 50Q: 3 clusters Score -1.432762e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -14327627.000000 Penalty: 3783.042480
	Iteration 51Q: 3 clusters Score -1.432763e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -14327583.000000 Penalty: 3783.042480
	Iteration 52Q: 3 clusters Score -1.432758e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -14327634.000000 Penalty: 3783.042480
	Iteration 53Q: 3 clusters Score -1.432763e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -14327635.000000 Penalty: 3783.042480
	Iteration 54Q: 3 clusters Score -1.432764e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -14327676.000000 Penalty: 3783.042480
	Iteration 55Q: 3 clusters Score -1.432768e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -14327645.000000 Penalty: 3783.042480
	Iteration 56Q: 3 clusters Score -1.432764e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -14327659.000000 Penalty: 3783.042480
	Iteration 57Q: 3 clusters Score -1.432766e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -14327686.000000 Penalty: 3783.042480
	Iteration 58Q: 3 clusters Score -1.432769e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -14327719.000000 Penalty: 3783.042480
	Iteration 59Q: 3 clusters Score -1.432772e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -14327763.000000 Penalty: 3783.042480
	Iteration 60F: 3 clusters Score -1.432776e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -14327822.000000 Penalty: 3783.042480
	Iteration 61Q: 3 clusters Score -1.432782e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -14327916.000000 Penalty: 3783.042480
	Iteration 62Q: 3 clusters Score -1.432792e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -14327902.000000 Penalty: 3783.042480
	Iteration 63Q: 3 clusters Score -1.43279e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -14328038.000000 Penalty: 3783.042480
	Iteration 64Q: 3 clusters Score -1.432804e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -14328174.000000 Penalty: 3783.042480
	Iteration 65Q: 3 clusters Score -1.432817e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -14328300.000000 Penalty: 3783.042480
	Iteration 66Q: 3 clusters Score -1.43283e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -14328492.000000 Penalty: 3783.042480
	Iteration 67Q: 3 clusters Score -1.432849e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -14328680.000000 Penalty: 3783.042480
	Iteration 68Q: 3 clusters Score -1.432868e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -14328870.000000 Penalty: 3783.042480
	Iteration 69Q: 3 clusters Score -1.432887e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -14329149.000000 Penalty: 3783.042480
	Iteration 70Q: 3 clusters Score -1.432915e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -14329508.000000 Penalty: 3783.042480
	Iteration 71Q: 3 clusters Score -1.432951e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -14329923.000000 Penalty: 3783.042480
	Iteration 72Q: 3 clusters Score -1.432992e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -14330373.000000 Penalty: 3783.042480
	Iteration 73Q: 3 clusters Score -1.433037e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -14330865.000000 Penalty: 3783.042480
	Iteration 74Q: 3 clusters Score -1.433086e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -14331481.000000 Penalty: 3783.042480
	Iteration 75Q: 3 clusters Score -1.433148e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -14332196.000000 Penalty: 3783.042480
	Iteration 76Q: 3 clusters Score -1.43322e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -14333155.000000 Penalty: 3783.042480
	Iteration 77Q: 3 clusters Score -1.433316e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -14333719.000000 Penalty: 3783.042480
	Iteration 78Q: 3 clusters Score -1.433372e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -14334183.000000 Penalty: 3783.042480
	Iteration 79Q: 3 clusters Score -1.433418e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -14334460.000000 Penalty: 3783.042480
	Iteration 80F: 3 clusters Score -1.433446e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -14334755.000000 Penalty: 3783.042480
	Iteration 81Q: 3 clusters Score -1.433476e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106976 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -14334921.000000 Penalty: 3783.042480
	Iteration 82Q: 3 clusters Score -1.433492e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -14335047.000000 Penalty: 3783.042480
	Iteration 83Q: 3 clusters Score -1.433505e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -14335082.000000 Penalty: 3783.042480
	Iteration 84Q: 3 clusters Score -1.433508e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -14335096.000000 Penalty: 3783.042480
	Iteration 85Q: 3 clusters Score -1.43351e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -14335140.000000 Penalty: 3783.042480
	Iteration 86Q: 3 clusters Score -1.433514e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109293 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -14335193.000000 Penalty: 3783.042480
	Iteration 87Q: 3 clusters Score -1.433519e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -14335205.000000 Penalty: 3783.042480
	Iteration 88Q: 3 clusters Score -1.43352e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -14335192.000000 Penalty: 3783.042480
	Iteration 89Q: 3 clusters Score -1.433519e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -14335239.000000 Penalty: 3783.042480
	Iteration 90Q: 3 clusters Score -1.433524e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -14335267.000000 Penalty: 3783.042480
	Iteration 91Q: 3 clusters Score -1.433527e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -14335288.000000 Penalty: 3783.042480
	Iteration 92Q: 3 clusters Score -1.433529e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -14335323.000000 Penalty: 3783.042480
	Iteration 93Q: 3 clusters Score -1.433532e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110496 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -14335357.000000 Penalty: 3783.042480
	Iteration 94Q: 3 clusters Score -1.433536e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110600 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -14335373.000000 Penalty: 3783.042480
	Iteration 95Q: 3 clusters Score -1.433537e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -14335387.000000 Penalty: 3783.042480
	Iteration 96Q: 3 clusters Score -1.433539e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -14335424.000000 Penalty: 3783.042480
	Iteration 97Q: 3 clusters Score -1.433542e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110859 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14335427.000000 Penalty: 3783.042480
	Iteration 98Q: 3 clusters Score -1.433543e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -14335404.000000 Penalty: 3783.042480
	Iteration 99Q: 3 clusters Score -1.43354e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -14335424.000000 Penalty: 3783.042480
	Iteration 100F: 3 clusters Score -1.433542e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -14335435.000000 Penalty: 3783.042480
	Iteration 101Q: 3 clusters Score -1.433544e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -14335442.000000 Penalty: 3783.042480
	Iteration 102Q: 3 clusters Score -1.433544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -14335425.000000 Penalty: 3783.042480
	Iteration 103Q: 3 clusters Score -1.433542e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -14335427.000000 Penalty: 3783.042480
	Iteration 104Q: 3 clusters Score -1.433543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -14335439.000000 Penalty: 3783.042480
	Iteration 105Q: 3 clusters Score -1.433544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111139 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -14335437.000000 Penalty: 3783.042480
	Iteration 106Q: 3 clusters Score -1.433544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111148 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -14335449.000000 Penalty: 3783.042480
	Iteration 107Q: 3 clusters Score -1.433545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -14335440.000000 Penalty: 3783.042480
	Iteration 108Q: 3 clusters Score -1.433544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -14335435.000000 Penalty: 3783.042480
	Iteration 109Q: 3 clusters Score -1.433544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14335441.000000 Penalty: 3783.042480
	Iteration 110Q: 3 clusters Score -1.433544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -14335430.000000 Penalty: 3783.042480
	Iteration 111Q: 3 clusters Score -1.433543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14335440.000000 Penalty: 3783.042480
	Iteration 112Q: 3 clusters Score -1.433544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -14335442.000000 Penalty: 3783.042480
	Iteration 113Q: 3 clusters Score -1.433544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -14335447.000000 Penalty: 3783.042480
	Iteration 114Q: 3 clusters Score -1.433545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111208 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -14335442.000000 Penalty: 3783.042480
	Iteration 115Q: 3 clusters Score -1.433544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -14335445.000000 Penalty: 3783.042480
	Iteration 116Q: 3 clusters Score -1.433544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111227 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -14335446.000000 Penalty: 3783.042480
	Iteration 117Q: 3 clusters Score -1.433545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -14335442.000000 Penalty: 3783.042480
	Iteration 118Q: 3 clusters Score -1.433544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14335452.000000 Penalty: 3783.042480
	Iteration 119Q: 3 clusters Score -1.433545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -14335442.000000 Penalty: 3783.042480
	Iteration 120F: 3 clusters Score -1.433544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -14335459.000000 Penalty: 3783.042480
	Iteration 121Q: 3 clusters Score -1.433546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14335455.000000 Penalty: 3783.042480
	Iteration 122Q: 3 clusters Score -1.433546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -14335455.000000 Penalty: 3783.042480
	Iteration 123Q: 3 clusters Score -1.433546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14335461.000000 Penalty: 3783.042480
	Iteration 124Q: 3 clusters Score -1.433546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -14335456.000000 Penalty: 3783.042480
	Iteration 125Q: 3 clusters Score -1.433546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -14335455.000000 Penalty: 3783.042480
	Iteration 126Q: 3 clusters Score -1.433546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14335461.000000 Penalty: 3783.042480
	Iteration 127Q: 3 clusters Score -1.433546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -14335456.000000 Penalty: 3783.042480
	Iteration 128Q: 3 clusters Score -1.433546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -14335444.000000 Penalty: 3783.042480
	Iteration 129Q: 3 clusters Score -1.433544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -14335448.000000 Penalty: 3783.042480
	Iteration 130Q: 3 clusters Score -1.433545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -14335449.000000 Penalty: 3783.042480
	Iteration 131Q: 3 clusters Score -1.433545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14335445.000000 Penalty: 3783.042480
	Iteration 132Q: 3 clusters Score -1.433544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111315 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -14335435.000000 Penalty: 3783.042480
	Iteration 133Q: 3 clusters Score -1.433544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -14335441.000000 Penalty: 3783.042480
	Iteration 134Q: 3 clusters Score -1.433544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -14335441.000000 Penalty: 3783.042480
	Iteration 135Q: 3 clusters Score -1.433544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -14335438.000000 Penalty: 3783.042480
	Iteration 136Q: 3 clusters Score -1.433544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -14335440.000000 Penalty: 3783.042480
	Iteration 137Q: 3 clusters Score -1.433544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -14335436.000000 Penalty: 3783.042480
	Iteration 138Q: 3 clusters Score -1.433544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111349 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14335447.000000 Penalty: 3783.042480
	Iteration 139Q: 3 clusters Score -1.433545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -14335445.000000 Penalty: 3783.042480
	Iteration 140F: 3 clusters Score -1.433544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14335450.000000 Penalty: 3783.042480
	Iteration 141Q: 3 clusters Score -1.433545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14335443.000000 Penalty: 3783.042480
	Iteration 142Q: 3 clusters Score -1.433544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -14335441.000000 Penalty: 3783.042480
	Iteration 143Q: 3 clusters Score -1.433544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111359 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14335441.000000 Penalty: 3783.042480
	Iteration 144Q: 3 clusters Score -1.433544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111360 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -14335449.000000 Penalty: 3783.042480
	Iteration 145Q: 3 clusters Score -1.433545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -14335447.000000 Penalty: 3783.042480
	Iteration 146Q: 3 clusters Score -1.433545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -14335447.000000 Penalty: 3783.042480
	Iteration 147F: 3 clusters Score -1.433545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -202841.437500 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -202841.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -200959.187500 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -200959.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -201405.078125 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -201405.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -201524.640625 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -201524.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -201590.796875 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -201590.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -201638.531250 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -201638.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -201684.812500 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -201684.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -201732.156250 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -201732.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -201769.328125 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -201769.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -201788.234375 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -201788.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -201807.265625 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -201807.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -201821.593750 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -201821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -201836.890625 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -201836.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -201847.296875 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -201847.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -201855.468750 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -201855.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -201864.343750 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -201864.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -201875.796875 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -201875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -201888.531250 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -201888.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -201901.406250 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -201901.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -201911.390625 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -201911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -201918.312500 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -201918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -201929.546875 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -201929.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -201938.796875 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -201938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -201944.921875 Penalty: 2418.429199
	Iteration 22Q: 3 clusters Score -201944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -201949.359375 Penalty: 2418.429199
	Iteration 23Q: 3 clusters Score -201949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -201951.265625 Penalty: 2418.429199
	Iteration 24Q: 3 clusters Score -201951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -201952.281250 Penalty: 2418.429199
	Iteration 25Q: 3 clusters Score -201952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -201953.984375 Penalty: 2418.429199
	Iteration 26Q: 3 clusters Score -201954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -201955.859375 Penalty: 2418.429199
	Iteration 27Q: 3 clusters Score -201955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -201960.531250 Penalty: 2418.429199
	Iteration 28Q: 3 clusters Score -201960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -201966.875000 Penalty: 2418.429199
	Iteration 29Q: 3 clusters Score -201966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -201970.359375 Penalty: 2418.429199
	Iteration 30Q: 3 clusters Score -201970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -201972.609375 Penalty: 2418.429199
	Iteration 31Q: 3 clusters Score -201972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -201973.890625 Penalty: 2418.429199
	Iteration 32Q: 3 clusters Score -201973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -201974.421875 Penalty: 2418.429199
	Iteration 33Q: 3 clusters Score -201974.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -201974.421875 Penalty: 2418.429199
	Iteration 34F: 3 clusters Score -201974.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -100104.445312 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -100104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98712.734375 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -98712.73 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99110.664062 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -99110.66 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99422.648438 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -99422.65 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99635.437500 Penalty: 2238.786133
	Iteration 3F: 3 clusters Score -99635.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99788.164062 Penalty: 2238.786133
	Iteration 4F: 3 clusters Score -99788.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99854.312500 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -99854.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99893.453125 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -99893.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99935.945312 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -99935.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99952.742188 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -99952.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99983.703125 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -99983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99987.835938 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -99987.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99991.101562 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -99991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99992.835938 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -99992.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99994.210938 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -99994.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99995.585938 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -99995.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99996.078125 Penalty: 2238.786133
	Iteration 15Q: 3 clusters Score -99996.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99996.695312 Penalty: 2238.786133
	Iteration 16Q: 3 clusters Score -99996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99996.695312 Penalty: 2238.786133
	Iteration 17F: 3 clusters Score -99996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -60691.671875 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -60691.67 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 332 members 
Entering Unmasked Estep 
Score: -59619.585938 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -59619.59 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59941.109375 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -59941.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60099.296875 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -60099.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60238.316406 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -60238.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60324.367188 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -60324.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60348.210938 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -60348.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60368.421875 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -60368.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60384.019531 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -60384.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60390.269531 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -60390.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60394.125000 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -60394.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60419.941406 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -60419.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60438.265625 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -60438.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60445.414062 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -60445.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -60455.734375 Penalty: 2110.469971
	Iteration 13Q: 3 clusters Score -60455.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60479.023438 Penalty: 2110.469971
	Iteration 14Q: 3 clusters Score -60479.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60490.585938 Penalty: 2110.469971
	Iteration 15Q: 3 clusters Score -60490.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60498.832031 Penalty: 2110.469971
	Iteration 16Q: 3 clusters Score -60498.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60499.250000 Penalty: 2110.469971
	Iteration 17F: 3 clusters Score -60499.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60510.136719 Penalty: 2110.469971
	Iteration 18Q: 3 clusters Score -60510.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60540.031250 Penalty: 2110.469971
	Iteration 19Q: 3 clusters Score -60540.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60581.425781 Penalty: 2110.469971
	Iteration 20F: 3 clusters Score -60581.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60606.878906 Penalty: 2110.469971
	Iteration 21Q: 3 clusters Score -60606.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60632.148438 Penalty: 2110.469971
	Iteration 22Q: 3 clusters Score -60632.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60675.593750 Penalty: 2110.469971
	Iteration 23Q: 3 clusters Score -60675.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60719.078125 Penalty: 2110.469971
	Iteration 24Q: 3 clusters Score -60719.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60740.789062 Penalty: 2110.469971
	Iteration 25Q: 3 clusters Score -60740.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60758.566406 Penalty: 2110.469971
	Iteration 26Q: 3 clusters Score -60758.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60762.351562 Penalty: 2110.469971
	Iteration 27Q: 3 clusters Score -60762.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60764.109375 Penalty: 2110.469971
	Iteration 28Q: 3 clusters Score -60764.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60766.511719 Penalty: 2110.469971
	Iteration 29Q: 3 clusters Score -60766.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60770.500000 Penalty: 2110.469971
	Iteration 30Q: 3 clusters Score -60770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60770.500000 Penalty: 2110.469971
	Iteration 31F: 3 clusters Score -60770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 336 members 
Entering Unmasked Estep 
Score: -141722992.000000 Penalty: 83940.617188
Splitting cluster 26 changes total score from -141724304.000000 to -141722992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -729710.062500 Penalty: 1411.983276
	Iteration 0F: 2 clusters Score -729710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -725176.812500 Penalty: 2823.966553
	Iteration 0F: 3 clusters Score -725176.8 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -726545.375000 Penalty: 2823.966553
	Iteration 1F: 3 clusters Score -726545.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -726778.187500 Penalty: 2823.966553
	Iteration 2F: 3 clusters Score -726778.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -726999.125000 Penalty: 2823.966553
	Iteration 3F: 3 clusters Score -726999.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -727207.687500 Penalty: 2823.966553
	Iteration 4F: 3 clusters Score -727207.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -727392.875000 Penalty: 2823.966553
	Iteration 5Q: 3 clusters Score -727392.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -727608.875000 Penalty: 2823.966553
	Iteration 6Q: 3 clusters Score -727608.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -727800.625000 Penalty: 2823.966553
	Iteration 7Q: 3 clusters Score -727800.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -727963.187500 Penalty: 2823.966553
	Iteration 8Q: 3 clusters Score -727963.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -728095.937500 Penalty: 2823.966553
	Iteration 9Q: 3 clusters Score -728095.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -728195.062500 Penalty: 2823.966553
	Iteration 10Q: 3 clusters Score -728195.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -728288.250000 Penalty: 2823.966553
	Iteration 11Q: 3 clusters Score -728288.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -728354.562500 Penalty: 2823.966553
	Iteration 12Q: 3 clusters Score -728354.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -728404.562500 Penalty: 2823.966553
	Iteration 13Q: 3 clusters Score -728404.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -728444.937500 Penalty: 2823.966553
	Iteration 14Q: 3 clusters Score -728444.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -728470.250000 Penalty: 2823.966553
	Iteration 15Q: 3 clusters Score -728470.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -728497.875000 Penalty: 2823.966553
	Iteration 16Q: 3 clusters Score -728497.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -728529.937500 Penalty: 2823.966553
	Iteration 17Q: 3 clusters Score -728529.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -728547.687500 Penalty: 2823.966553
	Iteration 18Q: 3 clusters Score -728547.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -728566.687500 Penalty: 2823.966553
	Iteration 19Q: 3 clusters Score -728566.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -728579.500000 Penalty: 2823.966553
	Iteration 20F: 3 clusters Score -728579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -728590.125000 Penalty: 2823.966553
	Iteration 21Q: 3 clusters Score -728590.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -728602.375000 Penalty: 2823.966553
	Iteration 22Q: 3 clusters Score -728602.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -728609.000000 Penalty: 2823.966553
	Iteration 23Q: 3 clusters Score -728609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -728615.375000 Penalty: 2823.966553
	Iteration 24Q: 3 clusters Score -728615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -728621.062500 Penalty: 2823.966553
	Iteration 25Q: 3 clusters Score -728621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -728622.250000 Penalty: 2823.966553
	Iteration 26Q: 3 clusters Score -728622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -728624.062500 Penalty: 2823.966553
	Iteration 27Q: 3 clusters Score -728624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -728625.250000 Penalty: 2823.966553
	Iteration 28Q: 3 clusters Score -728625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -728627.250000 Penalty: 2823.966553
	Iteration 29Q: 3 clusters Score -728627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -728628.750000 Penalty: 2823.966553
	Iteration 30Q: 3 clusters Score -728628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -728630.687500 Penalty: 2823.966553
	Iteration 31Q: 3 clusters Score -728630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -728632.562500 Penalty: 2823.966553
	Iteration 32Q: 3 clusters Score -728632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -728637.250000 Penalty: 2823.966553
	Iteration 33Q: 3 clusters Score -728637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -728645.562500 Penalty: 2823.966553
	Iteration 34Q: 3 clusters Score -728645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -728650.000000 Penalty: 2823.966553
	Iteration 35Q: 3 clusters Score -728650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -728656.812500 Penalty: 2823.966553
	Iteration 36Q: 3 clusters Score -728656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -728658.750000 Penalty: 2823.966553
	Iteration 37Q: 3 clusters Score -728658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -728662.750000 Penalty: 2823.966553
	Iteration 38Q: 3 clusters Score -728662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -728665.875000 Penalty: 2823.966553
	Iteration 39Q: 3 clusters Score -728665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -728668.500000 Penalty: 2823.966553
	Iteration 40F: 3 clusters Score -728668.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -271354.812500 Penalty: 1244.308472
	Iteration 0F: 2 clusters Score -271354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -269167.000000 Penalty: 2488.616943
	Iteration 0F: 3 clusters Score -269167 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -269604.312500 Penalty: 2488.616943
	Iteration 1F: 3 clusters Score -269604.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -269716.625000 Penalty: 2488.616943
	Iteration 2F: 3 clusters Score -269716.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -269785.843750 Penalty: 2488.616943
	Iteration 3Q: 3 clusters Score -269785.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -269831.125000 Penalty: 2488.616943
	Iteration 4Q: 3 clusters Score -269831.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -269870.281250 Penalty: 2488.616943
	Iteration 5Q: 3 clusters Score -269870.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -269889.937500 Penalty: 2488.616943
	Iteration 6Q: 3 clusters Score -269889.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -269907.000000 Penalty: 2488.616943
	Iteration 7Q: 3 clusters Score -269907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -269919.187500 Penalty: 2488.616943
	Iteration 8Q: 3 clusters Score -269919.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -269939.812500 Penalty: 2488.616943
	Iteration 9Q: 3 clusters Score -269939.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -269959.687500 Penalty: 2488.616943
	Iteration 10Q: 3 clusters Score -269959.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -269973.500000 Penalty: 2488.616943
	Iteration 11Q: 3 clusters Score -269973.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -269981.187500 Penalty: 2488.616943
	Iteration 12Q: 3 clusters Score -269981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -269988.343750 Penalty: 2488.616943
	Iteration 13Q: 3 clusters Score -269988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -269993.812500 Penalty: 2488.616943
	Iteration 14Q: 3 clusters Score -269993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -269998.312500 Penalty: 2488.616943
	Iteration 15Q: 3 clusters Score -269998.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -270005.156250 Penalty: 2488.616943
	Iteration 16Q: 3 clusters Score -270005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -270011.687500 Penalty: 2488.616943
	Iteration 17Q: 3 clusters Score -270011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -270014.812500 Penalty: 2488.616943
	Iteration 18Q: 3 clusters Score -270014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -270018.406250 Penalty: 2488.616943
	Iteration 19Q: 3 clusters Score -270018.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -270024.500000 Penalty: 2488.616943
	Iteration 20F: 3 clusters Score -270024.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -270029.093750 Penalty: 2488.616943
	Iteration 21Q: 3 clusters Score -270029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -270036.093750 Penalty: 2488.616943
	Iteration 22Q: 3 clusters Score -270036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -270041.406250 Penalty: 2488.616943
	Iteration 23Q: 3 clusters Score -270041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -270044.718750 Penalty: 2488.616943
	Iteration 24Q: 3 clusters Score -270044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -270048.312500 Penalty: 2488.616943
	Iteration 25Q: 3 clusters Score -270048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -270052.406250 Penalty: 2488.616943
	Iteration 26Q: 3 clusters Score -270052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -270056.687500 Penalty: 2488.616943
	Iteration 27Q: 3 clusters Score -270056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -270061.750000 Penalty: 2488.616943
	Iteration 28Q: 3 clusters Score -270061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -270063.500000 Penalty: 2488.616943
	Iteration 29Q: 3 clusters Score -270063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -270066.812500 Penalty: 2488.616943
	Iteration 30Q: 3 clusters Score -270066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -270068.875000 Penalty: 2488.616943
	Iteration 31Q: 3 clusters Score -270068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -270070.062500 Penalty: 2488.616943
	Iteration 32Q: 3 clusters Score -270070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -270071.031250 Penalty: 2488.616943
	Iteration 33Q: 3 clusters Score -270071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -270073.937500 Penalty: 2488.616943
	Iteration 34Q: 3 clusters Score -270073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -270076.718750 Penalty: 2488.616943
	Iteration 35Q: 3 clusters Score -270076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -270081.437500 Penalty: 2488.616943
	Iteration 36Q: 3 clusters Score -270081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -270088.781250 Penalty: 2488.616943
	Iteration 37Q: 3 clusters Score -270088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -270093.406250 Penalty: 2488.616943
	Iteration 38Q: 3 clusters Score -270093.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -270097.062500 Penalty: 2488.616943
	Iteration 39Q: 3 clusters Score -270097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -270099.875000 Penalty: 2488.616943
	Iteration 40F: 3 clusters Score -270099.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -270104.750000 Penalty: 2488.616943
	Iteration 41Q: 3 clusters Score -270104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -270108.718750 Penalty: 2488.616943
	Iteration 42Q: 3 clusters Score -270108.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -270113.437500 Penalty: 2488.616943
	Iteration 43Q: 3 clusters Score -270113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -270120.437500 Penalty: 2488.616943
	Iteration 44Q: 3 clusters Score -270120.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -270126.718750 Penalty: 2488.616943
	Iteration 45Q: 3 clusters Score -270126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -270131.343750 Penalty: 2488.616943
	Iteration 46Q: 3 clusters Score -270131.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -270139.468750 Penalty: 2488.616943
	Iteration 47Q: 3 clusters Score -270139.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -270149.031250 Penalty: 2488.616943
	Iteration 48Q: 3 clusters Score -270149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -270155.875000 Penalty: 2488.616943
	Iteration 49Q: 3 clusters Score -270155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -270160.250000 Penalty: 2488.616943
	Iteration 50Q: 3 clusters Score -270160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -270163.687500 Penalty: 2488.616943
	Iteration 51Q: 3 clusters Score -270163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -270166.125000 Penalty: 2488.616943
	Iteration 52Q: 3 clusters Score -270166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -270168.125000 Penalty: 2488.616943
	Iteration 53Q: 3 clusters Score -270168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -270168.281250 Penalty: 2488.616943
	Iteration 54Q: 3 clusters Score -270168.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -270168.875000 Penalty: 2488.616943
	Iteration 55Q: 3 clusters Score -270168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -270169.156250 Penalty: 2488.616943
	Iteration 56Q: 3 clusters Score -270169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -270169.937500 Penalty: 2488.616943
	Iteration 57Q: 3 clusters Score -270169.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -270169.937500 Penalty: 2488.616943
	Iteration 58F: 3 clusters Score -270169.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -21666.720703 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -21666.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20934.414062 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -20934.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21244.705078 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -21244.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21542.728516 Penalty: 1885.688477
	Iteration 2F: 3 clusters Score -21542.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21792.269531 Penalty: 1885.688477
	Iteration 3F: 3 clusters Score -21792.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21849.107422 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -21849.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21871.568359 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -21871.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21888.433594 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -21888.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21889.935547 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -21889.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21889.935547 Penalty: 1885.688477
	Iteration 8F: 3 clusters Score -21889.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 106 members 
Entering Unmasked Estep 
Score: -141723024.000000 Penalty: 83940.617188
Splitting cluster 29 changes total score from -141724304.000000 to -141723024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (14217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Entering Unmasked Estep 
Score: -1753034.750000 Penalty: 1553.856445
	Iteration 0F: 2 clusters Score -1753035 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 7042 members 
Entering Unmasked Estep 
Score: -1743204.500000 Penalty: 3107.712891
	Iteration 0F: 3 clusters Score -1743204 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1746519.500000 Penalty: 3107.712891
	Iteration 1F: 3 clusters Score -1746520 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1746783.375000 Penalty: 3107.712891
	Iteration 2F: 3 clusters Score -1746783 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1747049.875000 Penalty: 3107.712891
	Iteration 3Q: 3 clusters Score -1747050 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1747318.625000 Penalty: 3107.712891
	Iteration 4Q: 3 clusters Score -1747319 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1747594.375000 Penalty: 3107.712891
	Iteration 5Q: 3 clusters Score -1747594 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1747874.000000 Penalty: 3107.712891
	Iteration 6Q: 3 clusters Score -1747874 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1748175.875000 Penalty: 3107.712891
	Iteration 7Q: 3 clusters Score -1748176 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1748455.625000 Penalty: 3107.712891
	Iteration 8Q: 3 clusters Score -1748456 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1748734.000000 Penalty: 3107.712891
	Iteration 9Q: 3 clusters Score -1748734 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1748982.750000 Penalty: 3107.712891
	Iteration 10Q: 3 clusters Score -1748983 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1749215.000000 Penalty: 3107.712891
	Iteration 11Q: 3 clusters Score -1749215 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1749447.250000 Penalty: 3107.712891
	Iteration 12Q: 3 clusters Score -1749447 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1749665.375000 Penalty: 3107.712891
	Iteration 13Q: 3 clusters Score -1749665 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1749859.625000 Penalty: 3107.712891
	Iteration 14Q: 3 clusters Score -1749860 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1750018.125000 Penalty: 3107.712891
	Iteration 15Q: 3 clusters Score -1750018 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1750134.000000 Penalty: 3107.712891
	Iteration 16Q: 3 clusters Score -1750134 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1750239.375000 Penalty: 3107.712891
	Iteration 17Q: 3 clusters Score -1750239 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1750313.375000 Penalty: 3107.712891
	Iteration 18Q: 3 clusters Score -1750313 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1750379.875000 Penalty: 3107.712891
	Iteration 19Q: 3 clusters Score -1750380 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1750442.000000 Penalty: 3107.712891
	Iteration 20F: 3 clusters Score -1750442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1750504.375000 Penalty: 3107.712891
	Iteration 21Q: 3 clusters Score -1750504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1750565.875000 Penalty: 3107.712891
	Iteration 22Q: 3 clusters Score -1750566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1750647.000000 Penalty: 3107.712891
	Iteration 23Q: 3 clusters Score -1750647 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1750733.250000 Penalty: 3107.712891
	Iteration 24Q: 3 clusters Score -1750733 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1750810.500000 Penalty: 3107.712891
	Iteration 25Q: 3 clusters Score -1750810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1750884.750000 Penalty: 3107.712891
	Iteration 26Q: 3 clusters Score -1750885 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1750964.000000 Penalty: 3107.712891
	Iteration 27Q: 3 clusters Score -1750964 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1751035.625000 Penalty: 3107.712891
	Iteration 28Q: 3 clusters Score -1751036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1751085.625000 Penalty: 3107.712891
	Iteration 29Q: 3 clusters Score -1751086 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1751125.625000 Penalty: 3107.712891
	Iteration 30Q: 3 clusters Score -1751126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1751166.750000 Penalty: 3107.712891
	Iteration 31Q: 3 clusters Score -1751167 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1751204.500000 Penalty: 3107.712891
	Iteration 32Q: 3 clusters Score -1751204 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1751238.625000 Penalty: 3107.712891
	Iteration 33Q: 3 clusters Score -1751239 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1751281.375000 Penalty: 3107.712891
	Iteration 34Q: 3 clusters Score -1751281 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1751316.750000 Penalty: 3107.712891
	Iteration 35Q: 3 clusters Score -1751317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1751351.250000 Penalty: 3107.712891
	Iteration 36Q: 3 clusters Score -1751351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1751377.500000 Penalty: 3107.712891
	Iteration 37Q: 3 clusters Score -1751378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1751402.875000 Penalty: 3107.712891
	Iteration 38Q: 3 clusters Score -1751403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1751416.500000 Penalty: 3107.712891
	Iteration 39Q: 3 clusters Score -1751416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1751421.000000 Penalty: 3107.712891
	Iteration 40F: 3 clusters Score -1751421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1751432.625000 Penalty: 3107.712891
	Iteration 41Q: 3 clusters Score -1751433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1751448.000000 Penalty: 3107.712891
	Iteration 42Q: 3 clusters Score -1751448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1751460.625000 Penalty: 3107.712891
	Iteration 43Q: 3 clusters Score -1751461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1751471.875000 Penalty: 3107.712891
	Iteration 44Q: 3 clusters Score -1751472 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1751486.625000 Penalty: 3107.712891
	Iteration 45Q: 3 clusters Score -1751487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1751498.375000 Penalty: 3107.712891
	Iteration 46Q: 3 clusters Score -1751498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1751500.875000 Penalty: 3107.712891
	Iteration 47Q: 3 clusters Score -1751501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1751508.250000 Penalty: 3107.712891
	Iteration 48Q: 3 clusters Score -1751508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1751517.625000 Penalty: 3107.712891
	Iteration 49Q: 3 clusters Score -1751518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1751529.875000 Penalty: 3107.712891
	Iteration 50Q: 3 clusters Score -1751530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1751539.125000 Penalty: 3107.712891
	Iteration 51Q: 3 clusters Score -1751539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1751545.000000 Penalty: 3107.712891
	Iteration 52Q: 3 clusters Score -1751545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1751558.875000 Penalty: 3107.712891
	Iteration 53Q: 3 clusters Score -1751559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1751564.750000 Penalty: 3107.712891
	Iteration 54Q: 3 clusters Score -1751565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1751569.125000 Penalty: 3107.712891
	Iteration 55Q: 3 clusters Score -1751569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1751572.625000 Penalty: 3107.712891
	Iteration 56Q: 3 clusters Score -1751573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1751579.875000 Penalty: 3107.712891
	Iteration 57Q: 3 clusters Score -1751580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1751588.250000 Penalty: 3107.712891
	Iteration 58Q: 3 clusters Score -1751588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1751595.250000 Penalty: 3107.712891
	Iteration 59Q: 3 clusters Score -1751595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1751604.625000 Penalty: 3107.712891
	Iteration 60F: 3 clusters Score -1751605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1751618.750000 Penalty: 3107.712891
	Iteration 61Q: 3 clusters Score -1751619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1751630.250000 Penalty: 3107.712891
	Iteration 62Q: 3 clusters Score -1751630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1751639.000000 Penalty: 3107.712891
	Iteration 63Q: 3 clusters Score -1751639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1751645.500000 Penalty: 3107.712891
	Iteration 64Q: 3 clusters Score -1751646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1751651.000000 Penalty: 3107.712891
	Iteration 65Q: 3 clusters Score -1751651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1751654.250000 Penalty: 3107.712891
	Iteration 66Q: 3 clusters Score -1751654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1751663.000000 Penalty: 3107.712891
	Iteration 67Q: 3 clusters Score -1751663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1751676.750000 Penalty: 3107.712891
	Iteration 68Q: 3 clusters Score -1751677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1751678.750000 Penalty: 3107.712891
	Iteration 69Q: 3 clusters Score -1751679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1751688.000000 Penalty: 3107.712891
	Iteration 70Q: 3 clusters Score -1751688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1751697.250000 Penalty: 3107.712891
	Iteration 71Q: 3 clusters Score -1751697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1751702.125000 Penalty: 3107.712891
	Iteration 72Q: 3 clusters Score -1751702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1751706.875000 Penalty: 3107.712891
	Iteration 73Q: 3 clusters Score -1751707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1751712.125000 Penalty: 3107.712891
	Iteration 74Q: 3 clusters Score -1751712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1751719.250000 Penalty: 3107.712891
	Iteration 75Q: 3 clusters Score -1751719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1751726.000000 Penalty: 3107.712891
	Iteration 76Q: 3 clusters Score -1751726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1751735.250000 Penalty: 3107.712891
	Iteration 77Q: 3 clusters Score -1751735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1751743.000000 Penalty: 3107.712891
	Iteration 78Q: 3 clusters Score -1751743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1751757.250000 Penalty: 3107.712891
	Iteration 79Q: 3 clusters Score -1751757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1751759.000000 Penalty: 3107.712891
	Iteration 80F: 3 clusters Score -1751759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1751769.125000 Penalty: 3107.712891
	Iteration 81Q: 3 clusters Score -1751769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1751774.750000 Penalty: 3107.712891
	Iteration 82Q: 3 clusters Score -1751775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1751776.750000 Penalty: 3107.712891
	Iteration 83Q: 3 clusters Score -1751777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1751779.125000 Penalty: 3107.712891
	Iteration 84Q: 3 clusters Score -1751779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1751782.625000 Penalty: 3107.712891
	Iteration 85Q: 3 clusters Score -1751783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1751787.625000 Penalty: 3107.712891
	Iteration 86Q: 3 clusters Score -1751788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1751799.125000 Penalty: 3107.712891
	Iteration 87Q: 3 clusters Score -1751799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1751810.500000 Penalty: 3107.712891
	Iteration 88Q: 3 clusters Score -1751810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1751825.375000 Penalty: 3107.712891
	Iteration 89Q: 3 clusters Score -1751825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1751832.625000 Penalty: 3107.712891
	Iteration 90Q: 3 clusters Score -1751833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1751839.250000 Penalty: 3107.712891
	Iteration 91Q: 3 clusters Score -1751839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1751844.875000 Penalty: 3107.712891
	Iteration 92Q: 3 clusters Score -1751845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1751846.000000 Penalty: 3107.712891
	Iteration 93Q: 3 clusters Score -1751846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1751845.250000 Penalty: 3107.712891
	Iteration 94Q: 3 clusters Score -1751845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1751848.750000 Penalty: 3107.712891
	Iteration 95Q: 3 clusters Score -1751849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1751850.625000 Penalty: 3107.712891
	Iteration 96Q: 3 clusters Score -1751851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1751855.750000 Penalty: 3107.712891
	Iteration 97Q: 3 clusters Score -1751856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1751857.875000 Penalty: 3107.712891
	Iteration 98Q: 3 clusters Score -1751858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1751859.875000 Penalty: 3107.712891
	Iteration 99Q: 3 clusters Score -1751860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1751861.625000 Penalty: 3107.712891
	Iteration 100F: 3 clusters Score -1751862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1751860.000000 Penalty: 3107.712891
	Iteration 101Q: 3 clusters Score -1751860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1751861.125000 Penalty: 3107.712891
	Iteration 102Q: 3 clusters Score -1751861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1751859.875000 Penalty: 3107.712891
	Iteration 103Q: 3 clusters Score -1751860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1751861.625000 Penalty: 3107.712891
	Iteration 104Q: 3 clusters Score -1751862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1751861.125000 Penalty: 3107.712891
	Iteration 105Q: 3 clusters Score -1751861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1751861.125000 Penalty: 3107.712891
	Iteration 106F: 3 clusters Score -1751861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (60577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Entering Unmasked Estep 
Score: -7440687.500000 Penalty: 1789.396362
	Iteration 0F: 2 clusters Score -7440688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -7400159.000000 Penalty: 3578.792725
	Iteration 0F: 3 clusters Score -7400159 nChanged 28776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -7416707.000000 Penalty: 3578.792725
	Iteration 1F: 3 clusters Score -7416707 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -7417548.000000 Penalty: 3578.792725
	Iteration 2Q: 3 clusters Score -7417548 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -7418733.000000 Penalty: 3578.792725
	Iteration 3Q: 3 clusters Score -7418733 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -7420609.500000 Penalty: 3578.792725
	Iteration 4F: 3 clusters Score -7420610 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -7423429.500000 Penalty: 3578.792725
	Iteration 5F: 3 clusters Score -7423430 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -7427503.000000 Penalty: 3578.792725
	Iteration 6F: 3 clusters Score -7427503 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -7431872.000000 Penalty: 3578.792725
	Iteration 7F: 3 clusters Score -7431872 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -7435531.500000 Penalty: 3578.792725
	Iteration 8F: 3 clusters Score -7435532 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -7437619.500000 Penalty: 3578.792725
	Iteration 9Q: 3 clusters Score -7437620 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -7438482.500000 Penalty: 3578.792725
	Iteration 10Q: 3 clusters Score -7438482 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -7438813.000000 Penalty: 3578.792725
	Iteration 11Q: 3 clusters Score -7438813 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -7438953.500000 Penalty: 3578.792725
	Iteration 12Q: 3 clusters Score -7438954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -7439028.500000 Penalty: 3578.792725
	Iteration 13Q: 3 clusters Score -7439028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -7439076.000000 Penalty: 3578.792725
	Iteration 14Q: 3 clusters Score -7439076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -7439107.500000 Penalty: 3578.792725
	Iteration 15Q: 3 clusters Score -7439108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -7439111.000000 Penalty: 3578.792725
	Iteration 16Q: 3 clusters Score -7439111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -7439115.500000 Penalty: 3578.792725
	Iteration 17Q: 3 clusters Score -7439116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -7439126.000000 Penalty: 3578.792725
	Iteration 18Q: 3 clusters Score -7439126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -7439148.500000 Penalty: 3578.792725
	Iteration 19Q: 3 clusters Score -7439148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -7439171.000000 Penalty: 3578.792725
	Iteration 20F: 3 clusters Score -7439171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -7439182.000000 Penalty: 3578.792725
	Iteration 21Q: 3 clusters Score -7439182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -7439190.000000 Penalty: 3578.792725
	Iteration 22Q: 3 clusters Score -7439190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -7439190.000000 Penalty: 3578.792725
	Iteration 23F: 3 clusters Score -7439190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -49076.757812 Penalty: 1017.182007
	Iteration 0F: 2 clusters Score -49076.76 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 272 members 
Entering Unmasked Estep 
Score: -48011.937500 Penalty: 2034.364014
	Iteration 0F: 3 clusters Score -48011.94 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48245.320312 Penalty: 2034.364014
	Iteration 1F: 3 clusters Score -48245.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48380.878906 Penalty: 2034.364014
	Iteration 2F: 3 clusters Score -48380.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48556.597656 Penalty: 2034.364014
	Iteration 3F: 3 clusters Score -48556.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48842.140625 Penalty: 2034.364014
	Iteration 4F: 3 clusters Score -48842.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49079.113281 Penalty: 2034.364014
	Iteration 5F: 3 clusters Score -49079.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49335.218750 Penalty: 2034.364014
	Iteration 6F: 3 clusters Score -49335.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49542.656250 Penalty: 2034.364014
	Iteration 7Q: 3 clusters Score -49542.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49687.347656 Penalty: 2034.364014
	Iteration 8Q: 3 clusters Score -49687.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49821.277344 Penalty: 2034.364014
	Iteration 9Q: 3 clusters Score -49821.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49929.472656 Penalty: 2034.364014
	Iteration 10Q: 3 clusters Score -49929.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49949.296875 Penalty: 2034.364014
	Iteration 11Q: 3 clusters Score -49949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49968.492188 Penalty: 2034.364014
	Iteration 12Q: 3 clusters Score -49968.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49983.597656 Penalty: 2034.364014
	Iteration 13Q: 3 clusters Score -49983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49983.597656 Penalty: 2034.364014
	Iteration 14F: 3 clusters Score -49983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 217 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 306 members 
Entering Unmasked Estep 
Score: -141723888.000000 Penalty: 83940.617188
Splitting cluster 32 changes total score from -141724304.000000 to -141723888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -258510.031250 Penalty: 1254.214111
	Iteration 0F: 2 clusters Score -258510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -256293.781250 Penalty: 2508.428223
	Iteration 0F: 3 clusters Score -256293.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -257006.328125 Penalty: 2508.428223
	Iteration 1F: 3 clusters Score -257006.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -257176.890625 Penalty: 2508.428223
	Iteration 2F: 3 clusters Score -257176.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -257250.250000 Penalty: 2508.428223
	Iteration 3F: 3 clusters Score -257250.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -257300.531250 Penalty: 2508.428223
	Iteration 4Q: 3 clusters Score -257300.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -257334.359375 Penalty: 2508.428223
	Iteration 5Q: 3 clusters Score -257334.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -257365.968750 Penalty: 2508.428223
	Iteration 6Q: 3 clusters Score -257366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -257393.109375 Penalty: 2508.428223
	Iteration 7Q: 3 clusters Score -257393.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -257416.828125 Penalty: 2508.428223
	Iteration 8Q: 3 clusters Score -257416.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -257438.453125 Penalty: 2508.428223
	Iteration 9Q: 3 clusters Score -257438.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -257468.531250 Penalty: 2508.428223
	Iteration 10Q: 3 clusters Score -257468.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -257501.812500 Penalty: 2508.428223
	Iteration 11Q: 3 clusters Score -257501.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -257531.765625 Penalty: 2508.428223
	Iteration 12Q: 3 clusters Score -257531.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257567.687500 Penalty: 2508.428223
	Iteration 13Q: 3 clusters Score -257567.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257618.640625 Penalty: 2508.428223
	Iteration 14Q: 3 clusters Score -257618.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257684.578125 Penalty: 2508.428223
	Iteration 15Q: 3 clusters Score -257684.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -257769.703125 Penalty: 2508.428223
	Iteration 16Q: 3 clusters Score -257769.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -257825.250000 Penalty: 2508.428223
	Iteration 17Q: 3 clusters Score -257825.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -257857.640625 Penalty: 2508.428223
	Iteration 18Q: 3 clusters Score -257857.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -257885.375000 Penalty: 2508.428223
	Iteration 19Q: 3 clusters Score -257885.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -257906.078125 Penalty: 2508.428223
	Iteration 20F: 3 clusters Score -257906.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -257926.078125 Penalty: 2508.428223
	Iteration 21Q: 3 clusters Score -257926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -257938.656250 Penalty: 2508.428223
	Iteration 22Q: 3 clusters Score -257938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -257951.250000 Penalty: 2508.428223
	Iteration 23Q: 3 clusters Score -257951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -257957.250000 Penalty: 2508.428223
	Iteration 24Q: 3 clusters Score -257957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -257960.921875 Penalty: 2508.428223
	Iteration 25Q: 3 clusters Score -257960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -257961.687500 Penalty: 2508.428223
	Iteration 26Q: 3 clusters Score -257961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -257963.921875 Penalty: 2508.428223
	Iteration 27Q: 3 clusters Score -257963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -257964.859375 Penalty: 2508.428223
	Iteration 28Q: 3 clusters Score -257964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -257965.796875 Penalty: 2508.428223
	Iteration 29Q: 3 clusters Score -257965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -257965.734375 Penalty: 2508.428223
	Iteration 30Q: 3 clusters Score -257965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -257965.734375 Penalty: 2508.428223
	Iteration 31F: 3 clusters Score -257965.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -19593.843750 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -19593.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18827.792969 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -18827.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18963.753906 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -18963.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19047.410156 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -19047.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19060.310547 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -19060.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19076.849609 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -19076.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19093.968750 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -19093.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19095.033203 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -19095.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19097.167969 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -19097.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19097.167969 Penalty: 1833.619873
	Iteration 8F: 3 clusters Score -19097.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -78658.640625 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -78658.64 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 334 members 
Entering Unmasked Estep 
Score: -77438.765625 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -77438.77 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77653.710938 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -77653.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77746.820312 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -77746.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77815.398438 Penalty: 2124.895508
	Iteration 3F: 3 clusters Score -77815.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77884.687500 Penalty: 2124.895508
	Iteration 4F: 3 clusters Score -77884.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77934.570312 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -77934.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77974.945312 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -77974.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78000.632812 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -78000.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78012.585938 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -78012.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78016.656250 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -78016.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78022.312500 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -78022.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78027.148438 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -78027.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78029.609375 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -78029.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78035.742188 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -78035.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78040.367188 Penalty: 2124.895508
	Iteration 14Q: 3 clusters Score -78040.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78042.476562 Penalty: 2124.895508
	Iteration 15Q: 3 clusters Score -78042.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78042.828125 Penalty: 2124.895508
	Iteration 16Q: 3 clusters Score -78042.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78042.828125 Penalty: 2124.895508
	Iteration 17F: 3 clusters Score -78042.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -28378.267578 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -28378.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27534.152344 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -27534.15 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27996.416016 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -27996.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28259.607422 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -28259.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28364.347656 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -28364.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28395.134766 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -28395.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28416.337891 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -28416.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28428.472656 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -28428.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28429.203125 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -28429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28429.203125 Penalty: 1978.939697
	Iteration 8F: 3 clusters Score -28429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 277 members 
Entering Unmasked Estep 
Score: -141722992.000000 Penalty: 83940.617188
Splitting cluster 36 changes total score from -141724304.000000 to -141722992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 110061 members 
Mstep: Class 3 contains 130602 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 13818 members 
Mstep: Class 10 contains 121565 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101940 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 9459 members 
Mstep: Class 16 contains 136567 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17804 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92997 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 2116 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 14217 members 
Mstep: Class 31 contains 60577 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 2249 members 
Mstep: Class 34 contains 282 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724256.000000 Penalty: 81671.953125
Iteration 439Q: 37 clusters Score -1.417243e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117485 members 
Mstep: Class 2 contains 110059 members 
Mstep: Class 3 contains 130575 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7711 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 13820 members 
Mstep: Class 10 contains 121553 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 101954 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 14 contains 7210 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 136632 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 17802 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 92964 members 
Mstep: Class 21 contains 44471 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 co